2020-07-23 17:25:45,340 - 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 ------------------------------------------------------------ 2020-07-23 17:25:45,340 - mmaction - INFO - Distributed training: True 2020-07-23 17:25:45,340 - mmaction - INFO - Config: /mnt/lustre/xusu/refactor/retest_video_ckpts/mmaction2/configs/recognition/r2plus1d/r2plus1d_r34_video_8x8x1_180e_kinetics400_rgb.py # model settings model = dict( type='Recognizer3D', backbone=dict( type='ResNet2Plus1d', depth=34, pretrained=None, pretrained2d=False, norm_eval=False, conv_cfg=dict(type='Conv2plus1d'), norm_cfg=dict(type='SyncBN', requires_grad=True, eps=1e-3), act_cfg=dict(type='ReLU'), conv1_kernel=(3, 7, 7), conv1_stride_t=1, pool1_stride_t=1, inflate=(1, 1, 1, 1), spatial_strides=(1, 2, 2, 2), temporal_strides=(1, 2, 2, 2), zero_init_residual=False), cls_head=dict( type='I3DHead', num_classes=400, in_channels=512, spatial_type='avg', dropout_ratio=0.5, init_std=0.01)) # model training and testing settings train_cfg = None test_cfg = dict(average_clips=None) # dataset settings 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=8, frame_interval=8, 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=8, frame_interval=8, 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'), dict( type='SampleFrames', clip_len=8, frame_interval=8, 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_mode=True), test=dict( type=dataset_type, ann_file=ann_file_val, data_prefix=data_root_val, pipeline=test_pipeline, test_mode=True)) # 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 = 180 checkpoint_config = dict(interval=5) 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'), ]) # runtime settings dist_params = dict(backend='nccl') log_level = 'INFO' work_dir = './work_dirs/r2plus1d_r34_video_3d_8x8x1_180e_kinetics400_rgb/' load_from = None resume_from = None workflow = [('train', 1)] find_unused_parameters = False 2020-07-23 17:26:00,205 - mmaction - INFO - Start running, host: xusu@SH-IDC1-10-5-37-42, work_dir: /mnt/lustre/xusu/refactor/retest_video_ckpts/mmaction2/work_dirs/r2plus1d_r34_video_8x8x1_180e_kinetics400_rgb 2020-07-23 17:26:00,206 - mmaction - INFO - workflow: [('train', 1)], max: 180 epochs 2020-07-23 17:28:39,410 - mmaction - INFO - Epoch [1][20/3757] lr: 1.000e-01, eta: 62 days, 6:39:57, time: 7.957, data_time: 7.119, memory: 5237, top1_acc: 0.0031, top5_acc: 0.0219, loss_cls: 6.3248, loss: 6.3248, grad_norm: 26.2505 2020-07-23 17:28:50,173 - mmaction - INFO - Epoch [1][40/3757] lr: 1.000e-01, eta: 33 days, 6:04:25, time: 0.540, data_time: 0.003, memory: 5237, top1_acc: 0.0023, top5_acc: 0.0156, loss_cls: 6.1404, loss: 6.1404, grad_norm: 1.4094 2020-07-23 17:29:01,237 - mmaction - INFO - Epoch [1][60/3757] lr: 1.000e-01, eta: 23 days, 14:41:39, time: 0.554, data_time: 0.002, memory: 5237, top1_acc: 0.0008, top5_acc: 0.0234, loss_cls: 5.9994, loss: 5.9994, grad_norm: 0.8783 2020-07-23 17:29:12,206 - mmaction - INFO - Epoch [1][80/3757] lr: 1.000e-01, eta: 18 days, 18:45:32, time: 0.548, data_time: 0.003, memory: 5237, top1_acc: 0.0070, top5_acc: 0.0234, loss_cls: 5.9496, loss: 5.9496, grad_norm: 0.6931 2020-07-23 17:29:23,152 - mmaction - INFO - Epoch [1][100/3757] lr: 1.000e-01, eta: 15 days, 21:09:23, time: 0.547, data_time: 0.003, memory: 5237, top1_acc: 0.0031, top5_acc: 0.0234, loss_cls: 5.9449, loss: 5.9449, grad_norm: 0.6826 2020-07-23 17:29:34,117 - mmaction - INFO - Epoch [1][120/3757] lr: 1.000e-01, eta: 13 days, 22:46:55, time: 0.548, data_time: 0.003, memory: 5237, top1_acc: 0.0078, top5_acc: 0.0320, loss_cls: 5.9248, loss: 5.9248, grad_norm: 0.6520 2020-07-23 17:29:45,070 - mmaction - INFO - Epoch [1][140/3757] lr: 1.000e-01, eta: 12 days, 13:38:14, time: 0.548, data_time: 0.003, memory: 5237, top1_acc: 0.0039, top5_acc: 0.0227, loss_cls: 5.9248, loss: 5.9248, grad_norm: 0.5961 2020-07-23 17:29:56,017 - mmaction - INFO - Epoch [1][160/3757] lr: 1.000e-01, eta: 11 days, 12:46:48, time: 0.548, data_time: 0.003, memory: 5237, top1_acc: 0.0031, top5_acc: 0.0187, loss_cls: 5.9248, loss: 5.9248, grad_norm: 0.6011 2020-07-23 17:30:07,286 - mmaction - INFO - Epoch [1][180/3757] lr: 1.000e-01, eta: 10 days, 17:46:37, time: 0.563, data_time: 0.003, memory: 5237, top1_acc: 0.0047, top5_acc: 0.0273, loss_cls: 5.9148, loss: 5.9148, grad_norm: 0.6739 2020-07-23 17:30:17,737 - mmaction - INFO - Epoch [1][200/3757] lr: 1.000e-01, eta: 10 days, 1:48:18, time: 0.523, data_time: 0.003, memory: 5237, top1_acc: 0.0070, top5_acc: 0.0320, loss_cls: 5.8825, loss: 5.8825, grad_norm: 0.7297 2020-07-23 17:30:28,822 - mmaction - INFO - Epoch [1][220/3757] lr: 1.000e-01, eta: 9 days, 13:16:32, time: 0.554, data_time: 0.003, memory: 5237, top1_acc: 0.0078, top5_acc: 0.0297, loss_cls: 5.8956, loss: 5.8956, grad_norm: 0.7033 2020-07-23 17:30:39,807 - mmaction - INFO - Epoch [1][240/3757] lr: 1.000e-01, eta: 9 days, 2:45:37, time: 0.549, data_time: 0.003, memory: 5237, top1_acc: 0.0094, top5_acc: 0.0406, loss_cls: 5.8656, loss: 5.8656, grad_norm: 0.7535 2020-07-23 17:30:50,848 - mmaction - INFO - Epoch [1][260/3757] lr: 1.000e-01, eta: 8 days, 17:53:26, time: 0.551, data_time: 0.002, memory: 5237, top1_acc: 0.0031, top5_acc: 0.0250, loss_cls: 5.8773, loss: 5.8773, grad_norm: 0.6954 2020-07-23 17:31:01,892 - mmaction - INFO - Epoch [1][280/3757] lr: 1.000e-01, eta: 8 days, 10:18:27, time: 0.553, data_time: 0.003, memory: 5237, top1_acc: 0.0047, top5_acc: 0.0297, loss_cls: 5.8727, loss: 5.8727, grad_norm: 0.7144 2020-07-23 17:31:12,884 - mmaction - INFO - Epoch [1][300/3757] lr: 1.000e-01, eta: 8 days, 3:41:35, time: 0.549, data_time: 0.003, memory: 5237, top1_acc: 0.0063, top5_acc: 0.0289, loss_cls: 5.8555, loss: 5.8555, grad_norm: 0.7406 2020-07-23 17:31:23,881 - mmaction - INFO - Epoch [1][320/3757] lr: 1.000e-01, eta: 7 days, 21:54:33, time: 0.550, data_time: 0.003, memory: 5237, top1_acc: 0.0125, top5_acc: 0.0461, loss_cls: 5.8029, loss: 5.8029, grad_norm: 0.8072 2020-07-23 17:31:34,669 - mmaction - INFO - Epoch [1][340/3757] lr: 1.000e-01, eta: 7 days, 16:41:27, time: 0.539, data_time: 0.003, memory: 5237, top1_acc: 0.0109, top5_acc: 0.0461, loss_cls: 5.8358, loss: 5.8358, grad_norm: 0.7723 2020-07-23 17:31:45,555 - mmaction - INFO - Epoch [1][360/3757] lr: 1.000e-01, eta: 7 days, 12:06:06, time: 0.544, data_time: 0.003, memory: 5237, top1_acc: 0.0109, top5_acc: 0.0422, loss_cls: 5.8521, loss: 5.8521, grad_norm: 0.6785 2020-07-23 17:31:56,706 - mmaction - INFO - Epoch [1][380/3757] lr: 1.000e-01, eta: 7 days, 8:07:23, time: 0.557, data_time: 0.003, memory: 5237, top1_acc: 0.0102, top5_acc: 0.0430, loss_cls: 5.8041, loss: 5.8041, grad_norm: 0.7237 2020-07-23 17:32:07,997 - mmaction - INFO - Epoch [1][400/3757] lr: 1.000e-01, eta: 7 days, 4:36:42, time: 0.565, data_time: 0.004, memory: 5237, top1_acc: 0.0023, top5_acc: 0.0336, loss_cls: 5.8222, loss: 5.8222, grad_norm: 0.7030 2020-07-23 17:32:19,303 - mmaction - INFO - Epoch [1][420/3757] lr: 1.000e-01, eta: 7 days, 1:26:27, time: 0.565, data_time: 0.004, memory: 5237, top1_acc: 0.0078, top5_acc: 0.0336, loss_cls: 5.8255, loss: 5.8255, grad_norm: 0.7351 2020-07-23 17:32:30,350 - mmaction - INFO - Epoch [1][440/3757] lr: 1.000e-01, eta: 6 days, 22:26:55, time: 0.552, data_time: 0.003, memory: 5237, top1_acc: 0.0109, top5_acc: 0.0508, loss_cls: 5.8160, loss: 5.8160, grad_norm: 0.6913 2020-07-23 17:32:41,415 - mmaction - INFO - Epoch [1][460/3757] lr: 1.000e-01, eta: 6 days, 19:43:30, time: 0.554, data_time: 0.003, memory: 5237, top1_acc: 0.0125, top5_acc: 0.0477, loss_cls: 5.7763, loss: 5.7763, grad_norm: 0.7512 2020-07-23 17:32:52,311 - mmaction - INFO - Epoch [1][480/3757] lr: 1.000e-01, eta: 6 days, 17:09:31, time: 0.545, data_time: 0.003, memory: 5237, top1_acc: 0.0070, top5_acc: 0.0469, loss_cls: 5.7973, loss: 5.7973, grad_norm: 0.7255 2020-07-23 17:33:03,204 - mmaction - INFO - Epoch [1][500/3757] lr: 1.000e-01, eta: 6 days, 14:47:51, time: 0.545, data_time: 0.003, memory: 5237, top1_acc: 0.0086, top5_acc: 0.0414, loss_cls: 5.8017, loss: 5.8017, grad_norm: 0.7391 2020-07-23 17:33:14,062 - mmaction - INFO - Epoch [1][520/3757] lr: 1.000e-01, eta: 6 days, 12:36:16, time: 0.543, data_time: 0.003, memory: 5237, top1_acc: 0.0094, top5_acc: 0.0383, loss_cls: 5.7564, loss: 5.7564, grad_norm: 0.8053 2020-07-23 17:33:25,021 - mmaction - INFO - Epoch [1][540/3757] lr: 1.000e-01, eta: 6 days, 10:36:32, time: 0.548, data_time: 0.003, memory: 5237, top1_acc: 0.0086, top5_acc: 0.0500, loss_cls: 5.7848, loss: 5.7848, grad_norm: 0.7598 2020-07-23 17:33:35,880 - mmaction - INFO - Epoch [1][560/3757] lr: 1.000e-01, eta: 6 days, 8:43:04, time: 0.542, data_time: 0.003, memory: 5237, top1_acc: 0.0086, top5_acc: 0.0508, loss_cls: 5.7794, loss: 5.7794, grad_norm: 0.7488 2020-07-23 17:33:46,751 - mmaction - INFO - Epoch [1][580/3757] lr: 1.000e-01, eta: 6 days, 6:58:12, time: 0.544, data_time: 0.004, memory: 5237, top1_acc: 0.0109, top5_acc: 0.0461, loss_cls: 5.7555, loss: 5.7555, grad_norm: 0.7579 2020-07-23 17:33:57,704 - mmaction - INFO - Epoch [1][600/3757] lr: 1.000e-01, eta: 6 days, 5:21:27, time: 0.547, data_time: 0.003, memory: 5237, top1_acc: 0.0086, top5_acc: 0.0531, loss_cls: 5.7475, loss: 5.7475, grad_norm: 0.8158 2020-07-23 17:34:08,514 - mmaction - INFO - Epoch [1][620/3757] lr: 1.000e-01, eta: 6 days, 3:48:33, time: 0.541, data_time: 0.003, memory: 5237, top1_acc: 0.0102, top5_acc: 0.0523, loss_cls: 5.7508, loss: 5.7508, grad_norm: 0.7649 2020-07-23 17:34:19,453 - mmaction - INFO - Epoch [1][640/3757] lr: 1.000e-01, eta: 6 days, 2:23:38, time: 0.547, data_time: 0.003, memory: 5237, top1_acc: 0.0078, top5_acc: 0.0461, loss_cls: 5.7595, loss: 5.7595, grad_norm: 0.7525 2020-07-23 17:34:30,442 - mmaction - INFO - Epoch [1][660/3757] lr: 1.000e-01, eta: 6 days, 1:04:35, time: 0.549, data_time: 0.003, memory: 5237, top1_acc: 0.0094, top5_acc: 0.0437, loss_cls: 5.7848, loss: 5.7848, grad_norm: 0.7471 2020-07-23 17:34:41,450 - mmaction - INFO - Epoch [1][680/3757] lr: 1.000e-01, eta: 5 days, 23:50:40, time: 0.551, data_time: 0.003, memory: 5237, top1_acc: 0.0102, top5_acc: 0.0406, loss_cls: 5.7980, loss: 5.7980, grad_norm: 0.6936 2020-07-23 17:34:52,155 - mmaction - INFO - Epoch [1][700/3757] lr: 1.000e-01, eta: 5 days, 22:35:59, time: 0.535, data_time: 0.001, memory: 5237, top1_acc: 0.0039, top5_acc: 0.0367, loss_cls: 5.7713, loss: 5.7713, grad_norm: 0.7489 2020-07-23 17:35:03,310 - mmaction - INFO - Epoch [1][720/3757] lr: 1.000e-01, eta: 5 days, 21:32:24, time: 0.557, data_time: 0.003, memory: 5237, top1_acc: 0.0078, top5_acc: 0.0469, loss_cls: 5.7526, loss: 5.7526, grad_norm: 0.7771 2020-07-23 17:35:14,245 - mmaction - INFO - Epoch [1][740/3757] lr: 1.000e-01, eta: 5 days, 20:29:06, time: 0.547, data_time: 0.003, memory: 5237, top1_acc: 0.0156, top5_acc: 0.0531, loss_cls: 5.7161, loss: 5.7161, grad_norm: 0.8029 2020-07-23 17:35:25,077 - mmaction - INFO - Epoch [1][760/3757] lr: 1.000e-01, eta: 5 days, 19:27:27, time: 0.541, data_time: 0.003, memory: 5237, top1_acc: 0.0133, top5_acc: 0.0523, loss_cls: 5.7454, loss: 5.7454, grad_norm: 0.8030 2020-07-23 17:35:35,896 - mmaction - INFO - Epoch [1][780/3757] lr: 1.000e-01, eta: 5 days, 18:28:54, time: 0.541, data_time: 0.003, memory: 5237, top1_acc: 0.0156, top5_acc: 0.0617, loss_cls: 5.7116, loss: 5.7116, grad_norm: 0.7989 2020-07-23 17:35:46,686 - mmaction - INFO - Epoch [1][800/3757] lr: 1.000e-01, eta: 5 days, 17:32:38, time: 0.539, data_time: 0.003, memory: 5237, top1_acc: 0.0109, top5_acc: 0.0594, loss_cls: 5.7232, loss: 5.7232, grad_norm: 0.8386 2020-07-23 17:35:57,603 - mmaction - INFO - Epoch [1][820/3757] lr: 1.000e-01, eta: 5 days, 16:41:05, time: 0.546, data_time: 0.003, memory: 5237, top1_acc: 0.0109, top5_acc: 0.0469, loss_cls: 5.7390, loss: 5.7390, grad_norm: 0.7566 2020-07-23 17:36:08,482 - mmaction - INFO - Epoch [1][840/3757] lr: 1.000e-01, eta: 5 days, 15:51:16, time: 0.544, data_time: 0.003, memory: 5237, top1_acc: 0.0078, top5_acc: 0.0547, loss_cls: 5.7233, loss: 5.7233, grad_norm: 0.7672 2020-07-23 17:36:19,393 - mmaction - INFO - Epoch [1][860/3757] lr: 1.000e-01, eta: 5 days, 15:04:24, time: 0.546, data_time: 0.003, memory: 5237, top1_acc: 0.0094, top5_acc: 0.0508, loss_cls: 5.6790, loss: 5.6790, grad_norm: 0.8411 2020-07-23 17:36:30,275 - mmaction - INFO - Epoch [1][880/3757] lr: 1.000e-01, eta: 5 days, 14:19:08, time: 0.544, data_time: 0.003, memory: 5237, top1_acc: 0.0086, top5_acc: 0.0461, loss_cls: 5.7403, loss: 5.7403, grad_norm: 0.8038 2020-07-23 17:36:41,137 - mmaction - INFO - Epoch [1][900/3757] lr: 1.000e-01, eta: 5 days, 13:35:42, time: 0.543, data_time: 0.003, memory: 5237, top1_acc: 0.0094, top5_acc: 0.0477, loss_cls: 5.7126, loss: 5.7126, grad_norm: 0.8261 2020-07-23 17:36:51,930 - mmaction - INFO - Epoch [1][920/3757] lr: 1.000e-01, eta: 5 days, 12:53:14, time: 0.540, data_time: 0.003, memory: 5237, top1_acc: 0.0094, top5_acc: 0.0500, loss_cls: 5.7038, loss: 5.7038, grad_norm: 0.7539 2020-07-23 17:37:02,802 - mmaction - INFO - Epoch [1][940/3757] lr: 1.000e-01, eta: 5 days, 12:13:33, time: 0.544, data_time: 0.003, memory: 5237, top1_acc: 0.0063, top5_acc: 0.0391, loss_cls: 5.7440, loss: 5.7440, grad_norm: 0.7413 2020-07-23 17:37:13,613 - mmaction - INFO - Epoch [1][960/3757] lr: 1.000e-01, eta: 5 days, 11:34:48, time: 0.541, data_time: 0.003, memory: 5237, top1_acc: 0.0117, top5_acc: 0.0539, loss_cls: 5.6954, loss: 5.6954, grad_norm: 0.8298 2020-07-23 17:37:24,513 - mmaction - INFO - Epoch [1][980/3757] lr: 1.000e-01, eta: 5 days, 10:58:38, time: 0.545, data_time: 0.003, memory: 5237, top1_acc: 0.0187, top5_acc: 0.0664, loss_cls: 5.6546, loss: 5.6546, grad_norm: 0.8814 2020-07-23 17:37:35,482 - mmaction - INFO - Epoch [1][1000/3757] lr: 1.000e-01, eta: 5 days, 10:24:41, time: 0.548, data_time: 0.003, memory: 5237, top1_acc: 0.0164, top5_acc: 0.0727, loss_cls: 5.6506, loss: 5.6506, grad_norm: 0.8748 2020-07-23 17:37:46,301 - mmaction - INFO - Epoch [1][1020/3757] lr: 1.000e-01, eta: 5 days, 9:50:23, time: 0.541, data_time: 0.003, memory: 5237, top1_acc: 0.0102, top5_acc: 0.0516, loss_cls: 5.6948, loss: 5.6948, grad_norm: 0.8317 2020-07-23 17:37:57,060 - mmaction - INFO - Epoch [1][1040/3757] lr: 1.000e-01, eta: 5 days, 9:16:39, time: 0.537, data_time: 0.003, memory: 5237, top1_acc: 0.0117, top5_acc: 0.0594, loss_cls: 5.6672, loss: 5.6672, grad_norm: 0.7904 2020-07-23 17:38:07,938 - mmaction - INFO - Epoch [1][1060/3757] lr: 1.000e-01, eta: 5 days, 8:45:40, time: 0.544, data_time: 0.003, memory: 5237, top1_acc: 0.0133, top5_acc: 0.0648, loss_cls: 5.6537, loss: 5.6537, grad_norm: 0.8524 2020-07-23 17:38:18,836 - mmaction - INFO - Epoch [1][1080/3757] lr: 1.000e-01, eta: 5 days, 8:15:55, time: 0.545, data_time: 0.003, memory: 5237, top1_acc: 0.0180, top5_acc: 0.0625, loss_cls: 5.6769, loss: 5.6769, grad_norm: 0.8463 2020-07-23 17:38:29,629 - mmaction - INFO - Epoch [1][1100/3757] lr: 1.000e-01, eta: 5 days, 7:46:10, time: 0.540, data_time: 0.002, memory: 5237, top1_acc: 0.0156, top5_acc: 0.0672, loss_cls: 5.6557, loss: 5.6557, grad_norm: 0.8600 2020-07-23 17:38:40,636 - mmaction - INFO - Epoch [1][1120/3757] lr: 1.000e-01, eta: 5 days, 7:19:33, time: 0.550, data_time: 0.003, memory: 5237, top1_acc: 0.0125, top5_acc: 0.0586, loss_cls: 5.6290, loss: 5.6290, grad_norm: 0.8743 2020-07-23 17:38:51,470 - mmaction - INFO - Epoch [1][1140/3757] lr: 1.000e-01, eta: 5 days, 6:52:18, time: 0.542, data_time: 0.003, memory: 5237, top1_acc: 0.0172, top5_acc: 0.0656, loss_cls: 5.6522, loss: 5.6522, grad_norm: 0.8440 2020-07-23 17:39:02,283 - mmaction - INFO - Epoch [1][1160/3757] lr: 1.000e-01, eta: 5 days, 6:25:41, time: 0.541, data_time: 0.003, memory: 5237, top1_acc: 0.0164, top5_acc: 0.0617, loss_cls: 5.6456, loss: 5.6456, grad_norm: 0.8443 2020-07-23 17:39:13,165 - mmaction - INFO - Epoch [1][1180/3757] lr: 1.000e-01, eta: 5 days, 6:00:43, time: 0.544, data_time: 0.003, memory: 5237, top1_acc: 0.0156, top5_acc: 0.0617, loss_cls: 5.6015, loss: 5.6015, grad_norm: 0.8699 2020-07-23 17:39:23,965 - mmaction - INFO - Epoch [1][1200/3757] lr: 1.000e-01, eta: 5 days, 5:35:44, time: 0.540, data_time: 0.003, memory: 5237, top1_acc: 0.0203, top5_acc: 0.0656, loss_cls: 5.6403, loss: 5.6403, grad_norm: 0.9117 2020-07-23 17:39:34,822 - mmaction - INFO - Epoch [1][1220/3757] lr: 1.000e-01, eta: 5 days, 5:12:06, time: 0.543, data_time: 0.003, memory: 5237, top1_acc: 0.0133, top5_acc: 0.0578, loss_cls: 5.6768, loss: 5.6768, grad_norm: 0.8962 2020-07-23 17:39:46,042 - mmaction - INFO - Epoch [1][1240/3757] lr: 1.000e-01, eta: 5 days, 4:52:31, time: 0.561, data_time: 0.003, memory: 5237, top1_acc: 0.0086, top5_acc: 0.0570, loss_cls: 5.6754, loss: 5.6754, grad_norm: 0.9542 2020-07-23 17:39:56,960 - mmaction - INFO - Epoch [1][1260/3757] lr: 1.000e-01, eta: 5 days, 4:30:50, time: 0.546, data_time: 0.003, memory: 5237, top1_acc: 0.0148, top5_acc: 0.0539, loss_cls: 5.6635, loss: 5.6635, grad_norm: 0.7971 2020-07-23 17:40:07,789 - mmaction - INFO - Epoch [1][1280/3757] lr: 1.000e-01, eta: 5 days, 4:09:00, time: 0.541, data_time: 0.003, memory: 5237, top1_acc: 0.0195, top5_acc: 0.0656, loss_cls: 5.6196, loss: 5.6196, grad_norm: 0.9282 2020-07-23 17:40:18,608 - mmaction - INFO - Epoch [1][1300/3757] lr: 1.000e-01, eta: 5 days, 3:47:51, time: 0.541, data_time: 0.003, memory: 5237, top1_acc: 0.0148, top5_acc: 0.0648, loss_cls: 5.6492, loss: 5.6492, grad_norm: 0.8983 2020-07-23 17:40:29,422 - mmaction - INFO - Epoch [1][1320/3757] lr: 1.000e-01, eta: 5 days, 3:27:16, time: 0.541, data_time: 0.003, memory: 5237, top1_acc: 0.0164, top5_acc: 0.0734, loss_cls: 5.6123, loss: 5.6123, grad_norm: 0.8711 2020-07-23 17:40:40,308 - mmaction - INFO - Epoch [1][1340/3757] lr: 1.000e-01, eta: 5 days, 3:07:51, time: 0.544, data_time: 0.003, memory: 5237, top1_acc: 0.0180, top5_acc: 0.0656, loss_cls: 5.6077, loss: 5.6077, grad_norm: 0.8987 2020-07-23 17:40:51,103 - mmaction - INFO - Epoch [1][1360/3757] lr: 1.000e-01, eta: 5 days, 2:48:17, time: 0.540, data_time: 0.003, memory: 5237, top1_acc: 0.0141, top5_acc: 0.0547, loss_cls: 5.5990, loss: 5.5990, grad_norm: 0.9405 2020-07-23 17:41:02,044 - mmaction - INFO - Epoch [1][1380/3757] lr: 1.000e-01, eta: 5 days, 2:30:28, time: 0.547, data_time: 0.003, memory: 5237, top1_acc: 0.0148, top5_acc: 0.0539, loss_cls: 5.6225, loss: 5.6225, grad_norm: 0.9094 2020-07-23 17:41:12,941 - mmaction - INFO - Epoch [1][1400/3757] lr: 1.000e-01, eta: 5 days, 2:12:47, time: 0.545, data_time: 0.003, memory: 5237, top1_acc: 0.0109, top5_acc: 0.0539, loss_cls: 5.6433, loss: 5.6433, grad_norm: 0.8567 2020-07-23 17:41:23,726 - mmaction - INFO - Epoch [1][1420/3757] lr: 1.000e-01, eta: 5 days, 1:54:42, time: 0.539, data_time: 0.003, memory: 5237, top1_acc: 0.0133, top5_acc: 0.0641, loss_cls: 5.6250, loss: 5.6250, grad_norm: 0.8693 2020-07-23 17:41:34,577 - mmaction - INFO - Epoch [1][1440/3757] lr: 1.000e-01, eta: 5 days, 1:37:38, time: 0.543, data_time: 0.003, memory: 5237, top1_acc: 0.0148, top5_acc: 0.0617, loss_cls: 5.5920, loss: 5.5920, grad_norm: 0.9885 2020-07-23 17:41:45,490 - mmaction - INFO - Epoch [1][1460/3757] lr: 1.000e-01, eta: 5 days, 1:21:31, time: 0.546, data_time: 0.003, memory: 5237, top1_acc: 0.0180, top5_acc: 0.0773, loss_cls: 5.5509, loss: 5.5509, grad_norm: 0.9822 2020-07-23 17:41:56,501 - mmaction - INFO - Epoch [1][1480/3757] lr: 1.000e-01, eta: 5 days, 1:06:31, time: 0.550, data_time: 0.003, memory: 5237, top1_acc: 0.0164, top5_acc: 0.0656, loss_cls: 5.6301, loss: 5.6301, grad_norm: 0.8625 2020-07-23 17:42:07,585 - mmaction - INFO - Epoch [1][1500/3757] lr: 1.000e-01, eta: 5 days, 0:52:33, time: 0.554, data_time: 0.003, memory: 5237, top1_acc: 0.0203, top5_acc: 0.0672, loss_cls: 5.5946, loss: 5.5946, grad_norm: 0.9349 2020-07-23 17:42:18,543 - mmaction - INFO - Epoch [1][1520/3757] lr: 1.000e-01, eta: 5 days, 0:37:58, time: 0.548, data_time: 0.003, memory: 5237, top1_acc: 0.0156, top5_acc: 0.0680, loss_cls: 5.6159, loss: 5.6159, grad_norm: 0.9248 2020-07-23 17:42:29,827 - mmaction - INFO - Epoch [1][1540/3757] lr: 1.000e-01, eta: 5 days, 0:26:13, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.0172, top5_acc: 0.0656, loss_cls: 5.6351, loss: 5.6351, grad_norm: 0.8999 2020-07-23 17:42:40,667 - mmaction - INFO - Epoch [1][1560/3757] lr: 1.000e-01, eta: 5 days, 0:11:26, time: 0.542, data_time: 0.003, memory: 5237, top1_acc: 0.0180, top5_acc: 0.0742, loss_cls: 5.5679, loss: 5.5679, grad_norm: 0.9181 2020-07-23 17:42:51,585 - mmaction - INFO - Epoch [1][1580/3757] lr: 1.000e-01, eta: 4 days, 23:57:42, time: 0.546, data_time: 0.003, memory: 5237, top1_acc: 0.0180, top5_acc: 0.0781, loss_cls: 5.5896, loss: 5.5896, grad_norm: 0.8903 2020-07-23 17:43:02,371 - mmaction - INFO - Epoch [1][1600/3757] lr: 1.000e-01, eta: 4 days, 23:43:18, time: 0.539, data_time: 0.003, memory: 5237, top1_acc: 0.0195, top5_acc: 0.0766, loss_cls: 5.5461, loss: 5.5461, grad_norm: 0.8906 2020-07-23 17:43:13,199 - mmaction - INFO - Epoch [1][1620/3757] lr: 1.000e-01, eta: 4 days, 23:29:35, time: 0.541, data_time: 0.003, memory: 5237, top1_acc: 0.0164, top5_acc: 0.0789, loss_cls: 5.5831, loss: 5.5831, grad_norm: 0.9098 2020-07-23 17:43:24,018 - mmaction - INFO - Epoch [1][1640/3757] lr: 1.000e-01, eta: 4 days, 23:16:04, time: 0.541, data_time: 0.003, memory: 5237, top1_acc: 0.0227, top5_acc: 0.0695, loss_cls: 5.5813, loss: 5.5813, grad_norm: 0.8464 2020-07-23 17:43:34,991 - mmaction - INFO - Epoch [1][1660/3757] lr: 1.000e-01, eta: 4 days, 23:04:00, time: 0.549, data_time: 0.003, memory: 5237, top1_acc: 0.0234, top5_acc: 0.0773, loss_cls: 5.5775, loss: 5.5775, grad_norm: 0.8714 2020-07-23 17:43:45,890 - mmaction - INFO - Epoch [1][1680/3757] lr: 1.000e-01, eta: 4 days, 22:51:41, time: 0.545, data_time: 0.003, memory: 5237, top1_acc: 0.0172, top5_acc: 0.0789, loss_cls: 5.5807, loss: 5.5807, grad_norm: 0.9125 2020-07-23 17:43:56,716 - mmaction - INFO - Epoch [1][1700/3757] lr: 1.000e-01, eta: 4 days, 22:39:10, time: 0.541, data_time: 0.003, memory: 5237, top1_acc: 0.0117, top5_acc: 0.0656, loss_cls: 5.5698, loss: 5.5698, grad_norm: 1.0635 2020-07-23 17:44:07,668 - mmaction - INFO - Epoch [1][1720/3757] lr: 1.000e-01, eta: 4 days, 22:27:45, time: 0.548, data_time: 0.003, memory: 5237, top1_acc: 0.0211, top5_acc: 0.0734, loss_cls: 5.5419, loss: 5.5419, grad_norm: 0.9685 2020-07-23 17:44:18,448 - mmaction - INFO - Epoch [1][1740/3757] lr: 1.000e-01, eta: 4 days, 22:15:30, time: 0.539, data_time: 0.003, memory: 5237, top1_acc: 0.0180, top5_acc: 0.0695, loss_cls: 5.5754, loss: 5.5754, grad_norm: 0.9265 2020-07-23 17:44:29,214 - mmaction - INFO - Epoch [1][1760/3757] lr: 1.000e-01, eta: 4 days, 22:03:26, time: 0.538, data_time: 0.003, memory: 5237, top1_acc: 0.0211, top5_acc: 0.0680, loss_cls: 5.5808, loss: 5.5808, grad_norm: 0.8839 2020-07-23 17:44:40,119 - mmaction - INFO - Epoch [1][1780/3757] lr: 1.000e-01, eta: 4 days, 21:52:30, time: 0.545, data_time: 0.003, memory: 5237, top1_acc: 0.0234, top5_acc: 0.0758, loss_cls: 5.5612, loss: 5.5612, grad_norm: 0.8873 2020-07-23 17:44:51,068 - mmaction - INFO - Epoch [1][1800/3757] lr: 1.000e-01, eta: 4 days, 21:42:03, time: 0.547, data_time: 0.003, memory: 5237, top1_acc: 0.0148, top5_acc: 0.0797, loss_cls: 5.5830, loss: 5.5830, grad_norm: 0.8910 2020-07-23 17:45:01,791 - mmaction - INFO - Epoch [1][1820/3757] lr: 1.000e-01, eta: 4 days, 21:30:30, time: 0.536, data_time: 0.003, memory: 5237, top1_acc: 0.0180, top5_acc: 0.0852, loss_cls: 5.5259, loss: 5.5259, grad_norm: 0.9563 2020-07-23 17:45:12,542 - mmaction - INFO - Epoch [1][1840/3757] lr: 1.000e-01, eta: 4 days, 21:19:20, time: 0.538, data_time: 0.003, memory: 5237, top1_acc: 0.0250, top5_acc: 0.0852, loss_cls: 5.5247, loss: 5.5247, grad_norm: 0.9474 2020-07-23 17:45:23,333 - mmaction - INFO - Epoch [1][1860/3757] lr: 1.000e-01, eta: 4 days, 21:08:39, time: 0.540, data_time: 0.004, memory: 5237, top1_acc: 0.0172, top5_acc: 0.0750, loss_cls: 5.5443, loss: 5.5443, grad_norm: 1.0065 2020-07-23 17:45:34,047 - mmaction - INFO - Epoch [1][1880/3757] lr: 1.000e-01, eta: 4 days, 20:57:42, time: 0.536, data_time: 0.003, memory: 5237, top1_acc: 0.0219, top5_acc: 0.0680, loss_cls: 5.5591, loss: 5.5591, grad_norm: 1.0604 2020-07-23 17:45:44,815 - mmaction - INFO - Epoch [1][1900/3757] lr: 1.000e-01, eta: 4 days, 20:47:20, time: 0.539, data_time: 0.003, memory: 5237, top1_acc: 0.0281, top5_acc: 0.0930, loss_cls: 5.5574, loss: 5.5574, grad_norm: 0.8832 2020-07-23 17:45:55,555 - mmaction - INFO - Epoch [1][1920/3757] lr: 1.000e-01, eta: 4 days, 20:37:00, time: 0.537, data_time: 0.003, memory: 5237, top1_acc: 0.0219, top5_acc: 0.0773, loss_cls: 5.5838, loss: 5.5838, grad_norm: 0.8874 2020-07-23 17:46:06,293 - mmaction - INFO - Epoch [1][1940/3757] lr: 1.000e-01, eta: 4 days, 20:26:52, time: 0.537, data_time: 0.003, memory: 5237, top1_acc: 0.0227, top5_acc: 0.0859, loss_cls: 5.4545, loss: 5.4545, grad_norm: 0.9840 2020-07-23 17:46:17,111 - mmaction - INFO - Epoch [1][1960/3757] lr: 1.000e-01, eta: 4 days, 20:17:24, time: 0.541, data_time: 0.003, memory: 5237, top1_acc: 0.0234, top5_acc: 0.0844, loss_cls: 5.5118, loss: 5.5118, grad_norm: 0.9362 2020-07-23 17:46:27,894 - mmaction - INFO - Epoch [1][1980/3757] lr: 1.000e-01, eta: 4 days, 20:07:54, time: 0.539, data_time: 0.003, memory: 5237, top1_acc: 0.0242, top5_acc: 0.0813, loss_cls: 5.5045, loss: 5.5045, grad_norm: 0.9287 2020-07-23 17:46:38,822 - mmaction - INFO - Epoch [1][2000/3757] lr: 1.000e-01, eta: 4 days, 19:59:26, time: 0.547, data_time: 0.003, memory: 5237, top1_acc: 0.0195, top5_acc: 0.0898, loss_cls: 5.4979, loss: 5.4979, grad_norm: 0.9370 2020-07-23 17:46:49,563 - mmaction - INFO - Epoch [1][2020/3757] lr: 1.000e-01, eta: 4 days, 19:50:04, time: 0.537, data_time: 0.003, memory: 5237, top1_acc: 0.0203, top5_acc: 0.0852, loss_cls: 5.5314, loss: 5.5314, grad_norm: 0.8905 2020-07-23 17:47:00,296 - mmaction - INFO - Epoch [1][2040/3757] lr: 1.000e-01, eta: 4 days, 19:40:48, time: 0.536, data_time: 0.002, memory: 5237, top1_acc: 0.0195, top5_acc: 0.0766, loss_cls: 5.5081, loss: 5.5081, grad_norm: 0.9124 2020-07-23 17:47:11,147 - mmaction - INFO - Epoch [1][2060/3757] lr: 1.000e-01, eta: 4 days, 19:32:26, time: 0.543, data_time: 0.003, memory: 5237, top1_acc: 0.0219, top5_acc: 0.0836, loss_cls: 5.4458, loss: 5.4458, grad_norm: 0.9574 2020-07-23 17:47:21,924 - mmaction - INFO - Epoch [1][2080/3757] lr: 1.000e-01, eta: 4 days, 19:23:46, time: 0.539, data_time: 0.003, memory: 5237, top1_acc: 0.0273, top5_acc: 0.0961, loss_cls: 5.4847, loss: 5.4847, grad_norm: 0.9488 2020-07-23 17:47:32,669 - mmaction - INFO - Epoch [1][2100/3757] lr: 1.000e-01, eta: 4 days, 19:15:09, time: 0.538, data_time: 0.003, memory: 5237, top1_acc: 0.0195, top5_acc: 0.0844, loss_cls: 5.5084, loss: 5.5084, grad_norm: 0.8772 2020-07-23 17:47:43,514 - mmaction - INFO - Epoch [1][2120/3757] lr: 1.000e-01, eta: 4 days, 19:07:11, time: 0.542, data_time: 0.003, memory: 5237, top1_acc: 0.0211, top5_acc: 0.0867, loss_cls: 5.4732, loss: 5.4732, grad_norm: 0.9826 2020-07-23 17:47:54,406 - mmaction - INFO - Epoch [1][2140/3757] lr: 1.000e-01, eta: 4 days, 18:59:37, time: 0.545, data_time: 0.003, memory: 5237, top1_acc: 0.0203, top5_acc: 0.0836, loss_cls: 5.4535, loss: 5.4535, grad_norm: 0.9046 2020-07-23 17:48:05,264 - mmaction - INFO - Epoch [1][2160/3757] lr: 1.000e-01, eta: 4 days, 18:52:00, time: 0.543, data_time: 0.003, memory: 5237, top1_acc: 0.0227, top5_acc: 0.0891, loss_cls: 5.4706, loss: 5.4706, grad_norm: 0.9212 2020-07-23 17:48:16,095 - mmaction - INFO - Epoch [1][2180/3757] lr: 1.000e-01, eta: 4 days, 18:44:20, time: 0.541, data_time: 0.003, memory: 5237, top1_acc: 0.0250, top5_acc: 0.0766, loss_cls: 5.4689, loss: 5.4689, grad_norm: 0.9561 2020-07-23 17:48:27,023 - mmaction - INFO - Epoch [1][2200/3757] lr: 1.000e-01, eta: 4 days, 18:37:23, time: 0.547, data_time: 0.003, memory: 5237, top1_acc: 0.0211, top5_acc: 0.0945, loss_cls: 5.5070, loss: 5.5070, grad_norm: 0.8952 2020-07-23 17:48:37,786 - mmaction - INFO - Epoch [1][2220/3757] lr: 1.000e-01, eta: 4 days, 18:29:43, time: 0.538, data_time: 0.003, memory: 5237, top1_acc: 0.0234, top5_acc: 0.0820, loss_cls: 5.4955, loss: 5.4955, grad_norm: 0.9374 2020-07-23 17:48:48,631 - mmaction - INFO - Epoch [1][2240/3757] lr: 1.000e-01, eta: 4 days, 18:22:33, time: 0.542, data_time: 0.003, memory: 5237, top1_acc: 0.0242, top5_acc: 0.0953, loss_cls: 5.4725, loss: 5.4725, grad_norm: 0.9228 2020-07-23 17:48:59,450 - mmaction - INFO - Epoch [1][2260/3757] lr: 1.000e-01, eta: 4 days, 18:15:23, time: 0.541, data_time: 0.003, memory: 5237, top1_acc: 0.0258, top5_acc: 0.0953, loss_cls: 5.4445, loss: 5.4445, grad_norm: 0.9146 2020-07-23 17:49:10,247 - mmaction - INFO - Epoch [1][2280/3757] lr: 1.000e-01, eta: 4 days, 18:08:16, time: 0.540, data_time: 0.003, memory: 5237, top1_acc: 0.0219, top5_acc: 0.0844, loss_cls: 5.3879, loss: 5.3879, grad_norm: 0.9837 2020-07-23 17:49:21,189 - mmaction - INFO - Epoch [1][2300/3757] lr: 1.000e-01, eta: 4 days, 18:01:56, time: 0.547, data_time: 0.003, memory: 5237, top1_acc: 0.0250, top5_acc: 0.0891, loss_cls: 5.4581, loss: 5.4581, grad_norm: 0.9333 2020-07-23 17:49:32,075 - mmaction - INFO - Epoch [1][2320/3757] lr: 1.000e-01, eta: 4 days, 17:55:28, time: 0.544, data_time: 0.003, memory: 5237, top1_acc: 0.0258, top5_acc: 0.0953, loss_cls: 5.4487, loss: 5.4487, grad_norm: 1.0401 2020-07-23 17:49:42,900 - mmaction - INFO - Epoch [1][2340/3757] lr: 1.000e-01, eta: 4 days, 17:48:48, time: 0.541, data_time: 0.003, memory: 5237, top1_acc: 0.0211, top5_acc: 0.0938, loss_cls: 5.4536, loss: 5.4536, grad_norm: 1.0241 2020-07-23 17:49:53,818 - mmaction - INFO - Epoch [1][2360/3757] lr: 1.000e-01, eta: 4 days, 17:42:38, time: 0.545, data_time: 0.003, memory: 5237, top1_acc: 0.0289, top5_acc: 0.1141, loss_cls: 5.3876, loss: 5.3876, grad_norm: 1.0147 2020-07-23 17:50:04,720 - mmaction - INFO - Epoch [1][2380/3757] lr: 1.000e-01, eta: 4 days, 17:36:33, time: 0.545, data_time: 0.003, memory: 5237, top1_acc: 0.0203, top5_acc: 0.0836, loss_cls: 5.5075, loss: 5.5075, grad_norm: 0.9119 2020-07-23 17:50:15,542 - mmaction - INFO - Epoch [1][2400/3757] lr: 1.000e-01, eta: 4 days, 17:30:14, time: 0.542, data_time: 0.003, memory: 5237, top1_acc: 0.0250, top5_acc: 0.0930, loss_cls: 5.4315, loss: 5.4315, grad_norm: 0.9432 2020-07-23 17:50:26,445 - mmaction - INFO - Epoch [1][2420/3757] lr: 1.000e-01, eta: 4 days, 17:24:20, time: 0.545, data_time: 0.003, memory: 5237, top1_acc: 0.0336, top5_acc: 0.0969, loss_cls: 5.4021, loss: 5.4021, grad_norm: 0.9922 2020-07-23 17:50:37,529 - mmaction - INFO - Epoch [1][2440/3757] lr: 1.000e-01, eta: 4 days, 17:19:23, time: 0.554, data_time: 0.003, memory: 5237, top1_acc: 0.0266, top5_acc: 0.0766, loss_cls: 5.4588, loss: 5.4588, grad_norm: 0.9980 2020-07-23 17:50:48,488 - mmaction - INFO - Epoch [1][2460/3757] lr: 1.000e-01, eta: 4 days, 17:13:56, time: 0.548, data_time: 0.003, memory: 5237, top1_acc: 0.0320, top5_acc: 0.0914, loss_cls: 5.3998, loss: 5.3998, grad_norm: 0.9979 2020-07-23 17:50:59,325 - mmaction - INFO - Epoch [1][2480/3757] lr: 1.000e-01, eta: 4 days, 17:08:00, time: 0.542, data_time: 0.003, memory: 5237, top1_acc: 0.0344, top5_acc: 0.1047, loss_cls: 5.4446, loss: 5.4446, grad_norm: 1.0324 2020-07-23 17:51:10,205 - mmaction - INFO - Epoch [1][2500/3757] lr: 1.000e-01, eta: 4 days, 17:02:23, time: 0.544, data_time: 0.003, memory: 5237, top1_acc: 0.0219, top5_acc: 0.0906, loss_cls: 5.4359, loss: 5.4359, grad_norm: 1.0214 2020-07-23 17:51:21,148 - mmaction - INFO - Epoch [1][2520/3757] lr: 1.000e-01, eta: 4 days, 16:57:06, time: 0.547, data_time: 0.003, memory: 5237, top1_acc: 0.0391, top5_acc: 0.1086, loss_cls: 5.4334, loss: 5.4334, grad_norm: 0.9810 2020-07-23 17:51:32,181 - mmaction - INFO - Epoch [1][2540/3757] lr: 1.000e-01, eta: 4 days, 16:52:19, time: 0.552, data_time: 0.003, memory: 5237, top1_acc: 0.0281, top5_acc: 0.1102, loss_cls: 5.4197, loss: 5.4197, grad_norm: 0.9535 2020-07-23 17:51:43,026 - mmaction - INFO - Epoch [1][2560/3757] lr: 1.000e-01, eta: 4 days, 16:46:47, time: 0.542, data_time: 0.003, memory: 5237, top1_acc: 0.0305, top5_acc: 0.1133, loss_cls: 5.3863, loss: 5.3863, grad_norm: 1.0000 2020-07-23 17:51:53,948 - mmaction - INFO - Epoch [1][2580/3757] lr: 1.000e-01, eta: 4 days, 16:41:39, time: 0.546, data_time: 0.003, memory: 5237, top1_acc: 0.0281, top5_acc: 0.1023, loss_cls: 5.3869, loss: 5.3869, grad_norm: 1.0118 2020-07-23 17:52:04,843 - mmaction - INFO - Epoch [1][2600/3757] lr: 1.000e-01, eta: 4 days, 16:36:29, time: 0.545, data_time: 0.003, memory: 5237, top1_acc: 0.0266, top5_acc: 0.1102, loss_cls: 5.3648, loss: 5.3648, grad_norm: 1.0239 2020-07-23 17:52:15,874 - mmaction - INFO - Epoch [1][2620/3757] lr: 1.000e-01, eta: 4 days, 16:31:59, time: 0.552, data_time: 0.003, memory: 5237, top1_acc: 0.0328, top5_acc: 0.1062, loss_cls: 5.4133, loss: 5.4133, grad_norm: 0.9543 2020-07-23 17:52:26,786 - mmaction - INFO - Epoch [1][2640/3757] lr: 1.000e-01, eta: 4 days, 16:27:02, time: 0.546, data_time: 0.003, memory: 5237, top1_acc: 0.0203, top5_acc: 0.1109, loss_cls: 5.3955, loss: 5.3955, grad_norm: 1.0354 2020-07-23 17:52:37,643 - mmaction - INFO - Epoch [1][2660/3757] lr: 1.000e-01, eta: 4 days, 16:21:56, time: 0.543, data_time: 0.003, memory: 5237, top1_acc: 0.0305, top5_acc: 0.1039, loss_cls: 5.4518, loss: 5.4518, grad_norm: 0.9682 2020-07-23 17:52:48,499 - mmaction - INFO - Epoch [1][2680/3757] lr: 1.000e-01, eta: 4 days, 16:16:52, time: 0.542, data_time: 0.003, memory: 5237, top1_acc: 0.0273, top5_acc: 0.0883, loss_cls: 5.3889, loss: 5.3889, grad_norm: 0.9799 2020-07-23 17:52:59,434 - mmaction - INFO - Epoch [1][2700/3757] lr: 1.000e-01, eta: 4 days, 16:12:14, time: 0.547, data_time: 0.003, memory: 5237, top1_acc: 0.0242, top5_acc: 0.0953, loss_cls: 5.4040, loss: 5.4040, grad_norm: 1.0496 2020-07-23 17:53:10,374 - mmaction - INFO - Epoch [1][2720/3757] lr: 1.000e-01, eta: 4 days, 16:07:43, time: 0.547, data_time: 0.003, memory: 5237, top1_acc: 0.0258, top5_acc: 0.1016, loss_cls: 5.3739, loss: 5.3739, grad_norm: 1.0046 2020-07-23 17:53:21,155 - mmaction - INFO - Epoch [1][2740/3757] lr: 1.000e-01, eta: 4 days, 16:02:35, time: 0.539, data_time: 0.003, memory: 5237, top1_acc: 0.0305, top5_acc: 0.1148, loss_cls: 5.3428, loss: 5.3428, grad_norm: 1.0089 2020-07-23 17:53:32,013 - mmaction - INFO - Epoch [1][2760/3757] lr: 1.000e-01, eta: 4 days, 15:57:49, time: 0.543, data_time: 0.003, memory: 5237, top1_acc: 0.0266, top5_acc: 0.1039, loss_cls: 5.4387, loss: 5.4387, grad_norm: 0.9545 2020-07-23 17:53:42,926 - mmaction - INFO - Epoch [1][2780/3757] lr: 1.000e-01, eta: 4 days, 15:53:21, time: 0.546, data_time: 0.003, memory: 5237, top1_acc: 0.0164, top5_acc: 0.0922, loss_cls: 5.3919, loss: 5.3919, grad_norm: 0.9669 2020-07-23 17:53:53,767 - mmaction - INFO - Epoch [1][2800/3757] lr: 1.000e-01, eta: 4 days, 15:48:39, time: 0.542, data_time: 0.002, memory: 5237, top1_acc: 0.0328, top5_acc: 0.1156, loss_cls: 5.2912, loss: 5.2912, grad_norm: 1.0624 2020-07-23 17:54:04,672 - mmaction - INFO - Epoch [1][2820/3757] lr: 1.000e-01, eta: 4 days, 15:44:17, time: 0.545, data_time: 0.003, memory: 5237, top1_acc: 0.0305, top5_acc: 0.1086, loss_cls: 5.3610, loss: 5.3610, grad_norm: 1.0243 2020-07-23 17:54:15,602 - mmaction - INFO - Epoch [1][2840/3757] lr: 1.000e-01, eta: 4 days, 15:40:03, time: 0.546, data_time: 0.002, memory: 5237, top1_acc: 0.0195, top5_acc: 0.0969, loss_cls: 5.3853, loss: 5.3853, grad_norm: 0.9994 2020-07-23 17:54:26,396 - mmaction - INFO - Epoch [1][2860/3757] lr: 1.000e-01, eta: 4 days, 15:35:22, time: 0.540, data_time: 0.003, memory: 5237, top1_acc: 0.0305, top5_acc: 0.0984, loss_cls: 5.3628, loss: 5.3628, grad_norm: 1.0354 2020-07-23 17:54:37,350 - mmaction - INFO - Epoch [1][2880/3757] lr: 1.000e-01, eta: 4 days, 15:31:22, time: 0.548, data_time: 0.003, memory: 5237, top1_acc: 0.0312, top5_acc: 0.1195, loss_cls: 5.3155, loss: 5.3155, grad_norm: 0.9930 2020-07-23 17:54:48,166 - mmaction - INFO - Epoch [1][2900/3757] lr: 1.000e-01, eta: 4 days, 15:26:52, time: 0.541, data_time: 0.003, memory: 5237, top1_acc: 0.0266, top5_acc: 0.1117, loss_cls: 5.3379, loss: 5.3379, grad_norm: 0.9944 2020-07-23 17:54:58,964 - mmaction - INFO - Epoch [1][2920/3757] lr: 1.000e-01, eta: 4 days, 15:22:23, time: 0.540, data_time: 0.003, memory: 5237, top1_acc: 0.0266, top5_acc: 0.1031, loss_cls: 5.3651, loss: 5.3651, grad_norm: 0.9833 2020-07-23 17:55:10,024 - mmaction - INFO - Epoch [1][2940/3757] lr: 1.000e-01, eta: 4 days, 15:18:57, time: 0.553, data_time: 0.003, memory: 5237, top1_acc: 0.0320, top5_acc: 0.1219, loss_cls: 5.2938, loss: 5.2938, grad_norm: 1.0529 2020-07-23 17:55:20,914 - mmaction - INFO - Epoch [1][2960/3757] lr: 1.000e-01, eta: 4 days, 15:14:52, time: 0.544, data_time: 0.002, memory: 5237, top1_acc: 0.0375, top5_acc: 0.1094, loss_cls: 5.3785, loss: 5.3785, grad_norm: 1.0138 2020-07-23 17:55:31,728 - mmaction - INFO - Epoch [1][2980/3757] lr: 1.000e-01, eta: 4 days, 15:10:37, time: 0.541, data_time: 0.003, memory: 5237, top1_acc: 0.0375, top5_acc: 0.1195, loss_cls: 5.3756, loss: 5.3756, grad_norm: 1.0316 2020-07-23 17:55:42,696 - mmaction - INFO - Epoch [1][3000/3757] lr: 1.000e-01, eta: 4 days, 15:06:59, time: 0.549, data_time: 0.003, memory: 5237, top1_acc: 0.0297, top5_acc: 0.1148, loss_cls: 5.3254, loss: 5.3254, grad_norm: 0.9979 2020-07-23 17:55:53,539 - mmaction - INFO - Epoch [1][3020/3757] lr: 1.000e-01, eta: 4 days, 15:02:53, time: 0.542, data_time: 0.003, memory: 5237, top1_acc: 0.0289, top5_acc: 0.1281, loss_cls: 5.3170, loss: 5.3170, grad_norm: 1.0617 2020-07-23 17:56:04,536 - mmaction - INFO - Epoch [1][3040/3757] lr: 1.000e-01, eta: 4 days, 14:59:29, time: 0.550, data_time: 0.003, memory: 5237, top1_acc: 0.0344, top5_acc: 0.1211, loss_cls: 5.3814, loss: 5.3814, grad_norm: 1.0339 2020-07-23 17:56:15,580 - mmaction - INFO - Epoch [1][3060/3757] lr: 1.000e-01, eta: 4 days, 14:56:14, time: 0.552, data_time: 0.002, memory: 5237, top1_acc: 0.0344, top5_acc: 0.1086, loss_cls: 5.3489, loss: 5.3489, grad_norm: 0.9818 2020-07-23 17:56:26,528 - mmaction - INFO - Epoch [1][3080/3757] lr: 1.000e-01, eta: 4 days, 14:52:43, time: 0.548, data_time: 0.003, memory: 5237, top1_acc: 0.0328, top5_acc: 0.1141, loss_cls: 5.3179, loss: 5.3179, grad_norm: 1.0406 2020-07-23 17:56:37,405 - mmaction - INFO - Epoch [1][3100/3757] lr: 1.000e-01, eta: 4 days, 14:48:57, time: 0.544, data_time: 0.003, memory: 5237, top1_acc: 0.0219, top5_acc: 0.1125, loss_cls: 5.3488, loss: 5.3488, grad_norm: 0.9852 2020-07-23 17:56:48,362 - mmaction - INFO - Epoch [1][3120/3757] lr: 1.000e-01, eta: 4 days, 14:45:32, time: 0.548, data_time: 0.003, memory: 5237, top1_acc: 0.0430, top5_acc: 0.1227, loss_cls: 5.2973, loss: 5.2973, grad_norm: 1.0670 2020-07-23 17:56:59,354 - mmaction - INFO - Epoch [1][3140/3757] lr: 1.000e-01, eta: 4 days, 14:42:17, time: 0.550, data_time: 0.003, memory: 5237, top1_acc: 0.0445, top5_acc: 0.1242, loss_cls: 5.2956, loss: 5.2956, grad_norm: 1.0765 2020-07-23 17:57:10,284 - mmaction - INFO - Epoch [1][3160/3757] lr: 1.000e-01, eta: 4 days, 14:38:49, time: 0.546, data_time: 0.003, memory: 5237, top1_acc: 0.0375, top5_acc: 0.1086, loss_cls: 5.3487, loss: 5.3487, grad_norm: 1.0510 2020-07-23 17:57:21,274 - mmaction - INFO - Epoch [1][3180/3757] lr: 1.000e-01, eta: 4 days, 14:35:40, time: 0.550, data_time: 0.003, memory: 5237, top1_acc: 0.0406, top5_acc: 0.1234, loss_cls: 5.3213, loss: 5.3213, grad_norm: 1.0601 2020-07-23 17:57:32,116 - mmaction - INFO - Epoch [1][3200/3757] lr: 1.000e-01, eta: 4 days, 14:32:01, time: 0.542, data_time: 0.003, memory: 5237, top1_acc: 0.0305, top5_acc: 0.1406, loss_cls: 5.2147, loss: 5.2147, grad_norm: 1.0782 2020-07-23 17:57:43,083 - mmaction - INFO - Epoch [1][3220/3757] lr: 1.000e-01, eta: 4 days, 14:28:49, time: 0.548, data_time: 0.002, memory: 5237, top1_acc: 0.0273, top5_acc: 0.1062, loss_cls: 5.3588, loss: 5.3588, grad_norm: 1.0431 2020-07-23 17:57:53,920 - mmaction - INFO - Epoch [1][3240/3757] lr: 1.000e-01, eta: 4 days, 14:25:12, time: 0.541, data_time: 0.003, memory: 5237, top1_acc: 0.0312, top5_acc: 0.1008, loss_cls: 5.3542, loss: 5.3542, grad_norm: 1.0319 2020-07-23 17:58:04,960 - mmaction - INFO - Epoch [1][3260/3757] lr: 1.000e-01, eta: 4 days, 14:22:20, time: 0.552, data_time: 0.003, memory: 5237, top1_acc: 0.0297, top5_acc: 0.1125, loss_cls: 5.2924, loss: 5.2924, grad_norm: 1.0379 2020-07-23 17:58:16,033 - mmaction - INFO - Epoch [1][3280/3757] lr: 1.000e-01, eta: 4 days, 14:19:37, time: 0.553, data_time: 0.003, memory: 5237, top1_acc: 0.0375, top5_acc: 0.1367, loss_cls: 5.3058, loss: 5.3058, grad_norm: 1.0567 2020-07-23 17:58:26,919 - mmaction - INFO - Epoch [1][3300/3757] lr: 1.000e-01, eta: 4 days, 14:16:21, time: 0.545, data_time: 0.003, memory: 5237, top1_acc: 0.0398, top5_acc: 0.1281, loss_cls: 5.2749, loss: 5.2749, grad_norm: 1.0260 2020-07-23 17:58:37,753 - mmaction - INFO - Epoch [1][3320/3757] lr: 1.000e-01, eta: 4 days, 14:12:53, time: 0.542, data_time: 0.003, memory: 5237, top1_acc: 0.0391, top5_acc: 0.1305, loss_cls: 5.2713, loss: 5.2713, grad_norm: 1.0311 2020-07-23 17:58:48,633 - mmaction - INFO - Epoch [1][3340/3757] lr: 1.000e-01, eta: 4 days, 14:09:38, time: 0.544, data_time: 0.003, memory: 5237, top1_acc: 0.0266, top5_acc: 0.1219, loss_cls: 5.3566, loss: 5.3566, grad_norm: 1.0378 2020-07-23 17:58:59,520 - mmaction - INFO - Epoch [1][3360/3757] lr: 1.000e-01, eta: 4 days, 14:06:26, time: 0.544, data_time: 0.003, memory: 5237, top1_acc: 0.0383, top5_acc: 0.1305, loss_cls: 5.2738, loss: 5.2738, grad_norm: 1.1013 2020-07-23 17:59:10,350 - mmaction - INFO - Epoch [1][3380/3757] lr: 1.000e-01, eta: 4 days, 14:03:04, time: 0.541, data_time: 0.003, memory: 5237, top1_acc: 0.0422, top5_acc: 0.1203, loss_cls: 5.2630, loss: 5.2630, grad_norm: 1.0513 2020-07-23 17:59:21,207 - mmaction - INFO - Epoch [1][3400/3757] lr: 1.000e-01, eta: 4 days, 13:59:50, time: 0.543, data_time: 0.003, memory: 5237, top1_acc: 0.0344, top5_acc: 0.1219, loss_cls: 5.2868, loss: 5.2868, grad_norm: 1.0622 2020-07-23 17:59:32,118 - mmaction - INFO - Epoch [1][3420/3757] lr: 1.000e-01, eta: 4 days, 13:56:50, time: 0.546, data_time: 0.003, memory: 5237, top1_acc: 0.0430, top5_acc: 0.1305, loss_cls: 5.2529, loss: 5.2529, grad_norm: 1.0200 2020-07-23 17:59:43,097 - mmaction - INFO - Epoch [1][3440/3757] lr: 1.000e-01, eta: 4 days, 13:54:03, time: 0.549, data_time: 0.003, memory: 5237, top1_acc: 0.0320, top5_acc: 0.1125, loss_cls: 5.2938, loss: 5.2938, grad_norm: 1.0947 2020-07-23 17:59:53,940 - mmaction - INFO - Epoch [1][3460/3757] lr: 1.000e-01, eta: 4 days, 13:50:54, time: 0.543, data_time: 0.003, memory: 5237, top1_acc: 0.0297, top5_acc: 0.1203, loss_cls: 5.2408, loss: 5.2408, grad_norm: 1.0825 2020-07-23 18:00:10,017 - mmaction - INFO - Epoch [1][3480/3757] lr: 1.000e-01, eta: 4 days, 14:04:18, time: 0.799, data_time: 0.003, memory: 5237, top1_acc: 0.0367, top5_acc: 0.1273, loss_cls: 5.2960, loss: 5.2960, grad_norm: 1.2891 2020-07-23 18:00:21,018 - mmaction - INFO - Epoch [1][3500/3757] lr: 1.000e-01, eta: 4 days, 14:01:55, time: 0.555, data_time: 0.009, memory: 5237, top1_acc: 0.0508, top5_acc: 0.1375, loss_cls: 5.2462, loss: 5.2462, grad_norm: 1.0928 2020-07-23 18:00:31,870 - mmaction - INFO - Epoch [1][3520/3757] lr: 1.000e-01, eta: 4 days, 13:58:47, time: 0.543, data_time: 0.003, memory: 5237, top1_acc: 0.0344, top5_acc: 0.1266, loss_cls: 5.3007, loss: 5.3007, grad_norm: 1.0470 2020-07-23 18:00:42,760 - mmaction - INFO - Epoch [1][3540/3757] lr: 1.000e-01, eta: 4 days, 13:55:48, time: 0.545, data_time: 0.003, memory: 5237, top1_acc: 0.0359, top5_acc: 0.1313, loss_cls: 5.2512, loss: 5.2512, grad_norm: 1.1232 2020-07-23 18:00:53,541 - mmaction - INFO - Epoch [1][3560/3757] lr: 1.000e-01, eta: 4 days, 13:52:30, time: 0.539, data_time: 0.003, memory: 5237, top1_acc: 0.0375, top5_acc: 0.1141, loss_cls: 5.3140, loss: 5.3140, grad_norm: 1.0895 2020-07-23 18:01:04,543 - mmaction - INFO - Epoch [1][3580/3757] lr: 1.000e-01, eta: 4 days, 13:49:57, time: 0.550, data_time: 0.003, memory: 5237, top1_acc: 0.0383, top5_acc: 0.1156, loss_cls: 5.3099, loss: 5.3099, grad_norm: 1.1399 2020-07-23 18:01:15,460 - mmaction - INFO - Epoch [1][3600/3757] lr: 1.000e-01, eta: 4 days, 13:47:08, time: 0.546, data_time: 0.003, memory: 5237, top1_acc: 0.0594, top5_acc: 0.1422, loss_cls: 5.2529, loss: 5.2529, grad_norm: 1.0494 2020-07-23 18:01:26,496 - mmaction - INFO - Epoch [1][3620/3757] lr: 1.000e-01, eta: 4 days, 13:44:43, time: 0.552, data_time: 0.003, memory: 5237, top1_acc: 0.0391, top5_acc: 0.1219, loss_cls: 5.2864, loss: 5.2864, grad_norm: 0.9981 2020-07-23 18:01:37,505 - mmaction - INFO - Epoch [1][3640/3757] lr: 1.000e-01, eta: 4 days, 13:42:15, time: 0.550, data_time: 0.001, memory: 5237, top1_acc: 0.0328, top5_acc: 0.1234, loss_cls: 5.2699, loss: 5.2699, grad_norm: 1.0594 2020-07-23 18:01:48,451 - mmaction - INFO - Epoch [1][3660/3757] lr: 1.000e-01, eta: 4 days, 13:39:37, time: 0.547, data_time: 0.003, memory: 5237, top1_acc: 0.0383, top5_acc: 0.1352, loss_cls: 5.2506, loss: 5.2506, grad_norm: 1.0776 2020-07-23 18:01:59,486 - mmaction - INFO - Epoch [1][3680/3757] lr: 1.000e-01, eta: 4 days, 13:37:15, time: 0.551, data_time: 0.002, memory: 5237, top1_acc: 0.0492, top5_acc: 0.1320, loss_cls: 5.2786, loss: 5.2786, grad_norm: 1.0859 2020-07-23 18:02:10,636 - mmaction - INFO - Epoch [1][3700/3757] lr: 1.000e-01, eta: 4 days, 13:35:18, time: 0.558, data_time: 0.003, memory: 5237, top1_acc: 0.0328, top5_acc: 0.1266, loss_cls: 5.2583, loss: 5.2583, grad_norm: 1.0980 2020-07-23 18:02:21,403 - mmaction - INFO - Epoch [1][3720/3757] lr: 1.000e-01, eta: 4 days, 13:32:11, time: 0.538, data_time: 0.001, memory: 5237, top1_acc: 0.0359, top5_acc: 0.1469, loss_cls: 5.2362, loss: 5.2362, grad_norm: 1.0501 2020-07-23 18:02:32,358 - mmaction - INFO - Epoch [1][3740/3757] lr: 1.000e-01, eta: 4 days, 13:29:41, time: 0.548, data_time: 0.001, memory: 5237, top1_acc: 0.0320, top5_acc: 0.1258, loss_cls: 5.2717, loss: 5.2717, grad_norm: 1.0892 2020-07-23 18:06:08,045 - mmaction - INFO - Epoch [2][20/3757] lr: 9.999e-02, eta: 4 days, 22:13:07, time: 9.910, data_time: 9.192, memory: 5237, top1_acc: 0.0336, top5_acc: 0.1289, loss_cls: 5.2562, loss: 5.2562, grad_norm: 1.0776 2020-07-23 18:06:19,441 - mmaction - INFO - Epoch [2][40/3757] lr: 9.999e-02, eta: 4 days, 22:09:15, time: 0.571, data_time: 0.002, memory: 5237, top1_acc: 0.0328, top5_acc: 0.1227, loss_cls: 5.2623, loss: 5.2623, grad_norm: 1.1267 2020-07-23 18:06:30,803 - mmaction - INFO - Epoch [2][60/3757] lr: 9.999e-02, eta: 4 days, 22:05:16, time: 0.568, data_time: 0.002, memory: 5237, top1_acc: 0.0383, top5_acc: 0.1484, loss_cls: 5.2248, loss: 5.2248, grad_norm: 1.0318 2020-07-23 18:06:42,589 - mmaction - INFO - Epoch [2][80/3757] lr: 9.999e-02, eta: 4 days, 22:02:31, time: 0.589, data_time: 0.002, memory: 5237, top1_acc: 0.0297, top5_acc: 0.1273, loss_cls: 5.2427, loss: 5.2427, grad_norm: 1.1199 2020-07-23 18:06:54,000 - mmaction - INFO - Epoch [2][100/3757] lr: 9.999e-02, eta: 4 days, 21:58:44, time: 0.570, data_time: 0.001, memory: 5237, top1_acc: 0.0367, top5_acc: 0.1344, loss_cls: 5.2121, loss: 5.2121, grad_norm: 1.0265 2020-07-23 18:07:05,517 - mmaction - INFO - Epoch [2][120/3757] lr: 9.999e-02, eta: 4 days, 21:55:17, time: 0.576, data_time: 0.001, memory: 5237, top1_acc: 0.0344, top5_acc: 0.1375, loss_cls: 5.2020, loss: 5.2020, grad_norm: 1.0619 2020-07-23 18:07:16,911 - mmaction - INFO - Epoch [2][140/3757] lr: 9.999e-02, eta: 4 days, 21:51:31, time: 0.570, data_time: 0.001, memory: 5237, top1_acc: 0.0414, top5_acc: 0.1367, loss_cls: 5.2486, loss: 5.2486, grad_norm: 1.1002 2020-07-23 18:07:28,379 - mmaction - INFO - Epoch [2][160/3757] lr: 9.999e-02, eta: 4 days, 21:48:02, time: 0.574, data_time: 0.002, memory: 5237, top1_acc: 0.0477, top5_acc: 0.1500, loss_cls: 5.1783, loss: 5.1783, grad_norm: 1.0710 2020-07-23 18:07:39,729 - mmaction - INFO - Epoch [2][180/3757] lr: 9.999e-02, eta: 4 days, 21:44:13, time: 0.567, data_time: 0.001, memory: 5237, top1_acc: 0.0398, top5_acc: 0.1328, loss_cls: 5.2220, loss: 5.2220, grad_norm: 1.0834 2020-07-23 18:07:51,093 - mmaction - INFO - Epoch [2][200/3757] lr: 9.999e-02, eta: 4 days, 21:40:29, time: 0.568, data_time: 0.001, memory: 5237, top1_acc: 0.0414, top5_acc: 0.1430, loss_cls: 5.1973, loss: 5.1973, grad_norm: 1.0835 2020-07-23 18:08:02,490 - mmaction - INFO - Epoch [2][220/3757] lr: 9.999e-02, eta: 4 days, 21:36:53, time: 0.570, data_time: 0.001, memory: 5237, top1_acc: 0.0406, top5_acc: 0.1328, loss_cls: 5.2369, loss: 5.2369, grad_norm: 1.0576 2020-07-23 18:08:13,910 - mmaction - INFO - Epoch [2][240/3757] lr: 9.999e-02, eta: 4 days, 21:33:24, time: 0.571, data_time: 0.001, memory: 5237, top1_acc: 0.0430, top5_acc: 0.1344, loss_cls: 5.2290, loss: 5.2290, grad_norm: 1.1081 2020-07-23 18:08:25,286 - mmaction - INFO - Epoch [2][260/3757] lr: 9.999e-02, eta: 4 days, 21:29:47, time: 0.569, data_time: 0.001, memory: 5237, top1_acc: 0.0383, top5_acc: 0.1383, loss_cls: 5.1954, loss: 5.1954, grad_norm: 1.0629 2020-07-23 18:08:36,729 - mmaction - INFO - Epoch [2][280/3757] lr: 9.999e-02, eta: 4 days, 21:26:25, time: 0.572, data_time: 0.001, memory: 5237, top1_acc: 0.0422, top5_acc: 0.1391, loss_cls: 5.1896, loss: 5.1896, grad_norm: 1.1545 2020-07-23 18:08:48,190 - mmaction - INFO - Epoch [2][300/3757] lr: 9.999e-02, eta: 4 days, 21:23:07, time: 0.573, data_time: 0.001, memory: 5237, top1_acc: 0.0336, top5_acc: 0.1367, loss_cls: 5.2419, loss: 5.2419, grad_norm: 1.0254 2020-07-23 18:08:59,808 - mmaction - INFO - Epoch [2][320/3757] lr: 9.999e-02, eta: 4 days, 21:20:16, time: 0.580, data_time: 0.001, memory: 5237, top1_acc: 0.0422, top5_acc: 0.1547, loss_cls: 5.1404, loss: 5.1404, grad_norm: 1.1644 2020-07-23 18:09:11,226 - mmaction - INFO - Epoch [2][340/3757] lr: 9.999e-02, eta: 4 days, 21:16:55, time: 0.571, data_time: 0.001, memory: 5237, top1_acc: 0.0383, top5_acc: 0.1305, loss_cls: 5.2745, loss: 5.2745, grad_norm: 1.1122 2020-07-23 18:09:22,705 - mmaction - INFO - Epoch [2][360/3757] lr: 9.999e-02, eta: 4 days, 21:13:46, time: 0.574, data_time: 0.001, memory: 5237, top1_acc: 0.0453, top5_acc: 0.1500, loss_cls: 5.1603, loss: 5.1603, grad_norm: 1.1186 2020-07-23 18:09:34,205 - mmaction - INFO - Epoch [2][380/3757] lr: 9.999e-02, eta: 4 days, 21:10:40, time: 0.574, data_time: 0.001, memory: 5237, top1_acc: 0.0437, top5_acc: 0.1539, loss_cls: 5.1480, loss: 5.1480, grad_norm: 1.1487 2020-07-23 18:09:45,692 - mmaction - INFO - Epoch [2][400/3757] lr: 9.999e-02, eta: 4 days, 21:07:36, time: 0.575, data_time: 0.001, memory: 5237, top1_acc: 0.0484, top5_acc: 0.1313, loss_cls: 5.2311, loss: 5.2311, grad_norm: 1.0622 2020-07-23 18:09:57,177 - mmaction - INFO - Epoch [2][420/3757] lr: 9.999e-02, eta: 4 days, 21:04:29, time: 0.573, data_time: 0.001, memory: 5237, top1_acc: 0.0477, top5_acc: 0.1492, loss_cls: 5.1776, loss: 5.1776, grad_norm: 1.1480 2020-07-23 18:10:08,950 - mmaction - INFO - Epoch [2][440/3757] lr: 9.999e-02, eta: 4 days, 21:02:18, time: 0.590, data_time: 0.002, memory: 5237, top1_acc: 0.0367, top5_acc: 0.1297, loss_cls: 5.2041, loss: 5.2041, grad_norm: 1.1156 2020-07-23 18:10:20,508 - mmaction - INFO - Epoch [2][460/3757] lr: 9.999e-02, eta: 4 days, 20:59:27, time: 0.577, data_time: 0.001, memory: 5237, top1_acc: 0.0430, top5_acc: 0.1406, loss_cls: 5.1931, loss: 5.1931, grad_norm: 1.1267 2020-07-23 18:10:32,071 - mmaction - INFO - Epoch [2][480/3757] lr: 9.999e-02, eta: 4 days, 20:56:42, time: 0.579, data_time: 0.002, memory: 5237, top1_acc: 0.0484, top5_acc: 0.1641, loss_cls: 5.1155, loss: 5.1155, grad_norm: 1.0943 2020-07-23 18:10:43,628 - mmaction - INFO - Epoch [2][500/3757] lr: 9.999e-02, eta: 4 days, 20:53:52, time: 0.577, data_time: 0.002, memory: 5237, top1_acc: 0.0422, top5_acc: 0.1344, loss_cls: 5.1920, loss: 5.1920, grad_norm: 1.1910 2020-07-23 18:10:55,405 - mmaction - INFO - Epoch [2][520/3757] lr: 9.999e-02, eta: 4 days, 20:51:46, time: 0.590, data_time: 0.003, memory: 5237, top1_acc: 0.0398, top5_acc: 0.1430, loss_cls: 5.1734, loss: 5.1734, grad_norm: 1.0616 2020-07-23 18:11:07,108 - mmaction - INFO - Epoch [2][540/3757] lr: 9.999e-02, eta: 4 days, 20:49:24, time: 0.585, data_time: 0.001, memory: 5237, top1_acc: 0.0508, top5_acc: 0.1609, loss_cls: 5.1328, loss: 5.1328, grad_norm: 1.0827 2020-07-23 18:11:18,692 - mmaction - INFO - Epoch [2][560/3757] lr: 9.999e-02, eta: 4 days, 20:46:46, time: 0.579, data_time: 0.001, memory: 5237, top1_acc: 0.0492, top5_acc: 0.1648, loss_cls: 5.1147, loss: 5.1147, grad_norm: 1.1047 2020-07-23 18:11:30,460 - mmaction - INFO - Epoch [2][580/3757] lr: 9.999e-02, eta: 4 days, 20:44:38, time: 0.589, data_time: 0.001, memory: 5237, top1_acc: 0.0477, top5_acc: 0.1570, loss_cls: 5.1731, loss: 5.1731, grad_norm: 1.0711 2020-07-23 18:11:41,935 - mmaction - INFO - Epoch [2][600/3757] lr: 9.999e-02, eta: 4 days, 20:41:46, time: 0.574, data_time: 0.001, memory: 5237, top1_acc: 0.0398, top5_acc: 0.1297, loss_cls: 5.2162, loss: 5.2162, grad_norm: 1.1003 2020-07-23 18:11:53,370 - mmaction - INFO - Epoch [2][620/3757] lr: 9.999e-02, eta: 4 days, 20:38:51, time: 0.572, data_time: 0.001, memory: 5237, top1_acc: 0.0594, top5_acc: 0.1641, loss_cls: 5.0933, loss: 5.0933, grad_norm: 1.1132 2020-07-23 18:12:04,809 - mmaction - INFO - Epoch [2][640/3757] lr: 9.999e-02, eta: 4 days, 20:35:56, time: 0.572, data_time: 0.001, memory: 5237, top1_acc: 0.0344, top5_acc: 0.1531, loss_cls: 5.1787, loss: 5.1787, grad_norm: 1.1498 2020-07-23 18:12:16,256 - mmaction - INFO - Epoch [2][660/3757] lr: 9.999e-02, eta: 4 days, 20:33:03, time: 0.572, data_time: 0.003, memory: 5237, top1_acc: 0.0500, top5_acc: 0.1531, loss_cls: 5.1417, loss: 5.1417, grad_norm: 1.1119 2020-07-23 18:12:27,762 - mmaction - INFO - Epoch [2][680/3757] lr: 9.999e-02, eta: 4 days, 20:30:18, time: 0.574, data_time: 0.001, memory: 5237, top1_acc: 0.0430, top5_acc: 0.1453, loss_cls: 5.1773, loss: 5.1773, grad_norm: 1.1467 2020-07-23 18:12:39,461 - mmaction - INFO - Epoch [2][700/3757] lr: 9.999e-02, eta: 4 days, 20:28:11, time: 0.586, data_time: 0.002, memory: 5237, top1_acc: 0.0500, top5_acc: 0.1430, loss_cls: 5.1709, loss: 5.1709, grad_norm: 1.0871 2020-07-23 18:12:50,977 - mmaction - INFO - Epoch [2][720/3757] lr: 9.999e-02, eta: 4 days, 20:25:33, time: 0.576, data_time: 0.001, memory: 5237, top1_acc: 0.0477, top5_acc: 0.1586, loss_cls: 5.1153, loss: 5.1153, grad_norm: 1.1023 2020-07-23 18:13:02,441 - mmaction - INFO - Epoch [2][740/3757] lr: 9.999e-02, eta: 4 days, 20:22:50, time: 0.573, data_time: 0.001, memory: 5237, top1_acc: 0.0461, top5_acc: 0.1555, loss_cls: 5.1141, loss: 5.1141, grad_norm: 1.1964 2020-07-23 18:13:14,208 - mmaction - INFO - Epoch [2][760/3757] lr: 9.999e-02, eta: 4 days, 20:20:52, time: 0.588, data_time: 0.002, memory: 5237, top1_acc: 0.0453, top5_acc: 0.1328, loss_cls: 5.1733, loss: 5.1733, grad_norm: 1.0761 2020-07-23 18:13:25,742 - mmaction - INFO - Epoch [2][780/3757] lr: 9.999e-02, eta: 4 days, 20:18:19, time: 0.576, data_time: 0.001, memory: 5237, top1_acc: 0.0477, top5_acc: 0.1508, loss_cls: 5.1776, loss: 5.1776, grad_norm: 1.0264 2020-07-23 18:13:37,257 - mmaction - INFO - Epoch [2][800/3757] lr: 9.999e-02, eta: 4 days, 20:15:48, time: 0.576, data_time: 0.001, memory: 5237, top1_acc: 0.0344, top5_acc: 0.1336, loss_cls: 5.2126, loss: 5.2126, grad_norm: 1.1054 2020-07-23 18:13:48,686 - mmaction - INFO - Epoch [2][820/3757] lr: 9.999e-02, eta: 4 days, 20:13:04, time: 0.571, data_time: 0.001, memory: 5237, top1_acc: 0.0469, top5_acc: 0.1453, loss_cls: 5.1826, loss: 5.1826, grad_norm: 1.0686 2020-07-23 18:14:00,273 - mmaction - INFO - Epoch [2][840/3757] lr: 9.999e-02, eta: 4 days, 20:10:45, time: 0.579, data_time: 0.001, memory: 5237, top1_acc: 0.0469, top5_acc: 0.1523, loss_cls: 5.1143, loss: 5.1143, grad_norm: 1.0741 2020-07-23 18:14:11,908 - mmaction - INFO - Epoch [2][860/3757] lr: 9.999e-02, eta: 4 days, 20:08:33, time: 0.582, data_time: 0.001, memory: 5237, top1_acc: 0.0500, top5_acc: 0.1508, loss_cls: 5.1252, loss: 5.1252, grad_norm: 1.0741 2020-07-23 18:14:23,618 - mmaction - INFO - Epoch [2][880/3757] lr: 9.999e-02, eta: 4 days, 20:06:31, time: 0.585, data_time: 0.001, memory: 5237, top1_acc: 0.0477, top5_acc: 0.1625, loss_cls: 5.1067, loss: 5.1067, grad_norm: 1.1240 2020-07-23 18:14:35,178 - mmaction - INFO - Epoch [2][900/3757] lr: 9.999e-02, eta: 4 days, 20:04:12, time: 0.578, data_time: 0.001, memory: 5237, top1_acc: 0.0422, top5_acc: 0.1445, loss_cls: 5.0937, loss: 5.0937, grad_norm: 1.1367 2020-07-23 18:14:46,695 - mmaction - INFO - Epoch [2][920/3757] lr: 9.999e-02, eta: 4 days, 20:01:47, time: 0.576, data_time: 0.001, memory: 5237, top1_acc: 0.0398, top5_acc: 0.1430, loss_cls: 5.1613, loss: 5.1613, grad_norm: 1.1073 2020-07-23 18:14:58,136 - mmaction - INFO - Epoch [2][940/3757] lr: 9.999e-02, eta: 4 days, 19:59:10, time: 0.572, data_time: 0.001, memory: 5237, top1_acc: 0.0461, top5_acc: 0.1500, loss_cls: 5.1167, loss: 5.1167, grad_norm: 1.1239 2020-07-23 18:15:09,592 - mmaction - INFO - Epoch [2][960/3757] lr: 9.999e-02, eta: 4 days, 19:56:40, time: 0.573, data_time: 0.001, memory: 5237, top1_acc: 0.0539, top5_acc: 0.1656, loss_cls: 5.0872, loss: 5.0872, grad_norm: 1.1525 2020-07-23 18:15:20,999 - mmaction - INFO - Epoch [2][980/3757] lr: 9.999e-02, eta: 4 days, 19:54:02, time: 0.570, data_time: 0.001, memory: 5237, top1_acc: 0.0437, top5_acc: 0.1516, loss_cls: 5.1426, loss: 5.1426, grad_norm: 1.1281 2020-07-23 18:15:32,486 - mmaction - INFO - Epoch [2][1000/3757] lr: 9.999e-02, eta: 4 days, 19:51:36, time: 0.574, data_time: 0.001, memory: 5237, top1_acc: 0.0477, top5_acc: 0.1539, loss_cls: 5.1287, loss: 5.1287, grad_norm: 1.1095 2020-07-23 18:15:43,948 - mmaction - INFO - Epoch [2][1020/3757] lr: 9.999e-02, eta: 4 days, 19:49:10, time: 0.574, data_time: 0.001, memory: 5237, top1_acc: 0.0547, top5_acc: 0.1602, loss_cls: 5.0640, loss: 5.0640, grad_norm: 1.1380 2020-07-23 18:15:55,607 - mmaction - INFO - Epoch [2][1040/3757] lr: 9.999e-02, eta: 4 days, 19:47:11, time: 0.583, data_time: 0.001, memory: 5237, top1_acc: 0.0383, top5_acc: 0.1453, loss_cls: 5.1916, loss: 5.1916, grad_norm: 1.1145 2020-07-23 18:16:07,355 - mmaction - INFO - Epoch [2][1060/3757] lr: 9.999e-02, eta: 4 days, 19:45:25, time: 0.587, data_time: 0.001, memory: 5237, top1_acc: 0.0516, top5_acc: 0.1578, loss_cls: 5.0775, loss: 5.0775, grad_norm: 1.0797 2020-07-23 18:16:18,901 - mmaction - INFO - Epoch [2][1080/3757] lr: 9.999e-02, eta: 4 days, 19:43:13, time: 0.577, data_time: 0.001, memory: 5237, top1_acc: 0.0461, top5_acc: 0.1477, loss_cls: 5.1203, loss: 5.1203, grad_norm: 1.1551 2020-07-23 18:16:30,356 - mmaction - INFO - Epoch [2][1100/3757] lr: 9.999e-02, eta: 4 days, 19:40:48, time: 0.573, data_time: 0.001, memory: 5237, top1_acc: 0.0602, top5_acc: 0.1688, loss_cls: 5.0637, loss: 5.0637, grad_norm: 1.1205 2020-07-23 18:16:41,897 - mmaction - INFO - Epoch [2][1120/3757] lr: 9.999e-02, eta: 4 days, 19:38:37, time: 0.577, data_time: 0.001, memory: 5237, top1_acc: 0.0437, top5_acc: 0.1437, loss_cls: 5.1452, loss: 5.1452, grad_norm: 1.1304 2020-07-23 18:16:53,282 - mmaction - INFO - Epoch [2][1140/3757] lr: 9.999e-02, eta: 4 days, 19:36:04, time: 0.569, data_time: 0.001, memory: 5237, top1_acc: 0.0445, top5_acc: 0.1578, loss_cls: 5.0520, loss: 5.0520, grad_norm: 1.1102 2020-07-23 18:17:04,873 - mmaction - INFO - Epoch [2][1160/3757] lr: 9.999e-02, eta: 4 days, 19:34:00, time: 0.579, data_time: 0.001, memory: 5237, top1_acc: 0.0445, top5_acc: 0.1516, loss_cls: 5.0859, loss: 5.0859, grad_norm: 1.1310 2020-07-23 18:17:16,135 - mmaction - INFO - Epoch [2][1180/3757] lr: 9.999e-02, eta: 4 days, 19:31:15, time: 0.564, data_time: 0.002, memory: 5237, top1_acc: 0.0539, top5_acc: 0.1781, loss_cls: 5.0372, loss: 5.0372, grad_norm: 1.1485 2020-07-23 18:17:27,430 - mmaction - INFO - Epoch [2][1200/3757] lr: 9.999e-02, eta: 4 days, 19:28:34, time: 0.564, data_time: 0.003, memory: 5237, top1_acc: 0.0555, top5_acc: 0.1562, loss_cls: 5.0552, loss: 5.0552, grad_norm: 1.2119 2020-07-23 18:17:39,007 - mmaction - INFO - Epoch [2][1220/3757] lr: 9.999e-02, eta: 4 days, 19:26:32, time: 0.579, data_time: 0.003, memory: 5237, top1_acc: 0.0445, top5_acc: 0.1539, loss_cls: 5.1361, loss: 5.1361, grad_norm: 1.1178 2020-07-23 18:17:50,223 - mmaction - INFO - Epoch [2][1240/3757] lr: 9.999e-02, eta: 4 days, 19:23:42, time: 0.560, data_time: 0.001, memory: 5237, top1_acc: 0.0523, top5_acc: 0.1641, loss_cls: 5.0730, loss: 5.0730, grad_norm: 1.1125 2020-07-23 18:18:01,407 - mmaction - INFO - Epoch [2][1260/3757] lr: 9.999e-02, eta: 4 days, 19:20:52, time: 0.560, data_time: 0.003, memory: 5237, top1_acc: 0.0406, top5_acc: 0.1453, loss_cls: 5.1587, loss: 5.1587, grad_norm: 1.1311 2020-07-23 18:18:12,713 - mmaction - INFO - Epoch [2][1280/3757] lr: 9.999e-02, eta: 4 days, 19:18:17, time: 0.565, data_time: 0.004, memory: 5237, top1_acc: 0.0484, top5_acc: 0.1742, loss_cls: 5.0547, loss: 5.0547, grad_norm: 1.0958 2020-07-23 18:18:23,982 - mmaction - INFO - Epoch [2][1300/3757] lr: 9.999e-02, eta: 4 days, 19:15:40, time: 0.564, data_time: 0.003, memory: 5237, top1_acc: 0.0547, top5_acc: 0.1500, loss_cls: 5.1178, loss: 5.1178, grad_norm: 1.1304 2020-07-23 18:18:35,280 - mmaction - INFO - Epoch [2][1320/3757] lr: 9.999e-02, eta: 4 days, 19:13:05, time: 0.564, data_time: 0.003, memory: 5237, top1_acc: 0.0531, top5_acc: 0.1766, loss_cls: 5.0615, loss: 5.0615, grad_norm: 1.1064 2020-07-23 18:18:46,585 - mmaction - INFO - Epoch [2][1340/3757] lr: 9.999e-02, eta: 4 days, 19:10:34, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.0516, top5_acc: 0.1516, loss_cls: 5.1458, loss: 5.1458, grad_norm: 1.1163 2020-07-23 18:18:57,917 - mmaction - INFO - Epoch [2][1360/3757] lr: 9.999e-02, eta: 4 days, 19:08:06, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.0563, top5_acc: 0.1672, loss_cls: 5.1020, loss: 5.1020, grad_norm: 1.1415 2020-07-23 18:19:09,215 - mmaction - INFO - Epoch [2][1380/3757] lr: 9.999e-02, eta: 4 days, 19:05:37, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.0484, top5_acc: 0.1578, loss_cls: 5.1042, loss: 5.1042, grad_norm: 1.1618 2020-07-23 18:19:20,514 - mmaction - INFO - Epoch [2][1400/3757] lr: 9.999e-02, eta: 4 days, 19:03:10, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.0641, top5_acc: 0.1797, loss_cls: 5.0259, loss: 5.0259, grad_norm: 1.1979 2020-07-23 18:19:31,901 - mmaction - INFO - Epoch [2][1420/3757] lr: 9.999e-02, eta: 4 days, 19:00:54, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.0477, top5_acc: 0.1555, loss_cls: 5.1270, loss: 5.1270, grad_norm: 1.1177 2020-07-23 18:19:43,143 - mmaction - INFO - Epoch [2][1440/3757] lr: 9.999e-02, eta: 4 days, 18:58:19, time: 0.562, data_time: 0.003, memory: 5237, top1_acc: 0.0453, top5_acc: 0.1625, loss_cls: 5.0407, loss: 5.0407, grad_norm: 1.1010 2020-07-23 18:19:54,528 - mmaction - INFO - Epoch [2][1460/3757] lr: 9.999e-02, eta: 4 days, 18:56:05, time: 0.569, data_time: 0.002, memory: 5237, top1_acc: 0.0516, top5_acc: 0.1586, loss_cls: 5.1314, loss: 5.1314, grad_norm: 1.2173 2020-07-23 18:20:05,901 - mmaction - INFO - Epoch [2][1480/3757] lr: 9.999e-02, eta: 4 days, 18:53:50, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.0469, top5_acc: 0.1758, loss_cls: 5.0438, loss: 5.0438, grad_norm: 1.1975 2020-07-23 18:20:17,334 - mmaction - INFO - Epoch [2][1500/3757] lr: 9.999e-02, eta: 4 days, 18:51:41, time: 0.571, data_time: 0.003, memory: 5237, top1_acc: 0.0492, top5_acc: 0.1680, loss_cls: 5.0959, loss: 5.0959, grad_norm: 1.1175 2020-07-23 18:20:28,686 - mmaction - INFO - Epoch [2][1520/3757] lr: 9.999e-02, eta: 4 days, 18:49:26, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.0578, top5_acc: 0.1641, loss_cls: 5.0710, loss: 5.0710, grad_norm: 1.0965 2020-07-23 18:20:40,015 - mmaction - INFO - Epoch [2][1540/3757] lr: 9.999e-02, eta: 4 days, 18:47:09, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.0641, top5_acc: 0.1711, loss_cls: 5.0442, loss: 5.0442, grad_norm: 1.1261 2020-07-23 18:20:51,316 - mmaction - INFO - Epoch [2][1560/3757] lr: 9.999e-02, eta: 4 days, 18:44:48, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.0453, top5_acc: 0.1625, loss_cls: 5.0757, loss: 5.0757, grad_norm: 1.1385 2020-07-23 18:21:02,639 - mmaction - INFO - Epoch [2][1580/3757] lr: 9.999e-02, eta: 4 days, 18:42:31, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.0641, top5_acc: 0.1711, loss_cls: 5.0609, loss: 5.0609, grad_norm: 1.1546 2020-07-23 18:21:13,745 - mmaction - INFO - Epoch [2][1600/3757] lr: 9.999e-02, eta: 4 days, 18:39:48, time: 0.555, data_time: 0.001, memory: 5237, top1_acc: 0.0398, top5_acc: 0.1492, loss_cls: 5.0935, loss: 5.0935, grad_norm: 1.1495 2020-07-23 18:21:24,985 - mmaction - INFO - Epoch [2][1620/3757] lr: 9.999e-02, eta: 4 days, 18:37:23, time: 0.562, data_time: 0.003, memory: 5237, top1_acc: 0.0555, top5_acc: 0.1664, loss_cls: 5.0772, loss: 5.0772, grad_norm: 1.1376 2020-07-23 18:21:36,275 - mmaction - INFO - Epoch [2][1640/3757] lr: 9.999e-02, eta: 4 days, 18:35:04, time: 0.564, data_time: 0.003, memory: 5237, top1_acc: 0.0508, top5_acc: 0.1555, loss_cls: 5.1007, loss: 5.1007, grad_norm: 1.1055 2020-07-23 18:21:47,577 - mmaction - INFO - Epoch [2][1660/3757] lr: 9.999e-02, eta: 4 days, 18:32:49, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.0477, top5_acc: 0.1602, loss_cls: 5.0600, loss: 5.0600, grad_norm: 1.1437 2020-07-23 18:21:58,888 - mmaction - INFO - Epoch [2][1680/3757] lr: 9.999e-02, eta: 4 days, 18:30:34, time: 0.565, data_time: 0.002, memory: 5237, top1_acc: 0.0516, top5_acc: 0.1727, loss_cls: 5.0770, loss: 5.0770, grad_norm: 1.1491 2020-07-23 18:22:10,200 - mmaction - INFO - Epoch [2][1700/3757] lr: 9.999e-02, eta: 4 days, 18:28:21, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.0664, top5_acc: 0.1938, loss_cls: 4.9755, loss: 4.9755, grad_norm: 1.1636 2020-07-23 18:22:21,569 - mmaction - INFO - Epoch [2][1720/3757] lr: 9.999e-02, eta: 4 days, 18:26:17, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.0445, top5_acc: 0.1469, loss_cls: 5.0505, loss: 5.0505, grad_norm: 1.1779 2020-07-23 18:22:33,044 - mmaction - INFO - Epoch [2][1740/3757] lr: 9.999e-02, eta: 4 days, 18:24:27, time: 0.574, data_time: 0.004, memory: 5237, top1_acc: 0.0570, top5_acc: 0.1828, loss_cls: 4.9715, loss: 4.9715, grad_norm: 1.1316 2020-07-23 18:22:44,494 - mmaction - INFO - Epoch [2][1760/3757] lr: 9.999e-02, eta: 4 days, 18:22:33, time: 0.572, data_time: 0.003, memory: 5237, top1_acc: 0.0500, top5_acc: 0.1750, loss_cls: 5.0062, loss: 5.0062, grad_norm: 1.1997 2020-07-23 18:22:55,842 - mmaction - INFO - Epoch [2][1780/3757] lr: 9.999e-02, eta: 4 days, 18:20:28, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.0594, top5_acc: 0.1852, loss_cls: 4.9649, loss: 4.9649, grad_norm: 1.1571 2020-07-23 18:23:07,229 - mmaction - INFO - Epoch [2][1800/3757] lr: 9.999e-02, eta: 4 days, 18:18:30, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.0586, top5_acc: 0.1734, loss_cls: 5.0489, loss: 5.0489, grad_norm: 1.1358 2020-07-23 18:23:18,614 - mmaction - INFO - Epoch [2][1820/3757] lr: 9.999e-02, eta: 4 days, 18:16:31, time: 0.569, data_time: 0.002, memory: 5237, top1_acc: 0.0609, top5_acc: 0.1695, loss_cls: 5.0392, loss: 5.0392, grad_norm: 1.1129 2020-07-23 18:23:30,004 - mmaction - INFO - Epoch [2][1840/3757] lr: 9.999e-02, eta: 4 days, 18:14:33, time: 0.569, data_time: 0.001, memory: 5237, top1_acc: 0.0641, top5_acc: 0.1703, loss_cls: 5.0652, loss: 5.0652, grad_norm: 1.1381 2020-07-23 18:23:41,384 - mmaction - INFO - Epoch [2][1860/3757] lr: 9.999e-02, eta: 4 days, 18:12:35, time: 0.569, data_time: 0.001, memory: 5237, top1_acc: 0.0531, top5_acc: 0.1797, loss_cls: 5.0125, loss: 5.0125, grad_norm: 1.1566 2020-07-23 18:23:52,891 - mmaction - INFO - Epoch [2][1880/3757] lr: 9.999e-02, eta: 4 days, 18:10:53, time: 0.576, data_time: 0.001, memory: 5237, top1_acc: 0.0617, top5_acc: 0.1750, loss_cls: 5.0276, loss: 5.0276, grad_norm: 1.1721 2020-07-23 18:24:04,233 - mmaction - INFO - Epoch [2][1900/3757] lr: 9.999e-02, eta: 4 days, 18:08:52, time: 0.567, data_time: 0.001, memory: 5237, top1_acc: 0.0531, top5_acc: 0.1750, loss_cls: 5.0512, loss: 5.0512, grad_norm: 1.1489 2020-07-23 18:24:15,604 - mmaction - INFO - Epoch [2][1920/3757] lr: 9.999e-02, eta: 4 days, 18:06:56, time: 0.569, data_time: 0.001, memory: 5237, top1_acc: 0.0633, top5_acc: 0.1695, loss_cls: 5.0343, loss: 5.0343, grad_norm: 1.1719 2020-07-23 18:24:26,932 - mmaction - INFO - Epoch [2][1940/3757] lr: 9.999e-02, eta: 4 days, 18:04:53, time: 0.566, data_time: 0.001, memory: 5237, top1_acc: 0.0617, top5_acc: 0.1727, loss_cls: 5.0175, loss: 5.0175, grad_norm: 1.1329 2020-07-23 18:24:38,579 - mmaction - INFO - Epoch [2][1960/3757] lr: 9.999e-02, eta: 4 days, 18:03:30, time: 0.583, data_time: 0.002, memory: 5237, top1_acc: 0.0516, top5_acc: 0.1719, loss_cls: 4.9772, loss: 4.9772, grad_norm: 1.1693 2020-07-23 18:24:49,933 - mmaction - INFO - Epoch [2][1980/3757] lr: 9.999e-02, eta: 4 days, 18:01:33, time: 0.567, data_time: 0.001, memory: 5237, top1_acc: 0.0539, top5_acc: 0.1914, loss_cls: 5.0235, loss: 5.0235, grad_norm: 1.1455 2020-07-23 18:25:01,290 - mmaction - INFO - Epoch [2][2000/3757] lr: 9.999e-02, eta: 4 days, 17:59:38, time: 0.568, data_time: 0.002, memory: 5237, top1_acc: 0.0414, top5_acc: 0.1625, loss_cls: 5.0011, loss: 5.0011, grad_norm: 1.1348 2020-07-23 18:25:12,557 - mmaction - INFO - Epoch [2][2020/3757] lr: 9.999e-02, eta: 4 days, 17:57:34, time: 0.564, data_time: 0.001, memory: 5237, top1_acc: 0.0484, top5_acc: 0.1633, loss_cls: 5.0177, loss: 5.0177, grad_norm: 1.1912 2020-07-23 18:25:23,963 - mmaction - INFO - Epoch [2][2040/3757] lr: 9.999e-02, eta: 4 days, 17:55:46, time: 0.570, data_time: 0.001, memory: 5237, top1_acc: 0.0617, top5_acc: 0.1766, loss_cls: 5.0329, loss: 5.0329, grad_norm: 1.1855 2020-07-23 18:25:35,505 - mmaction - INFO - Epoch [2][2060/3757] lr: 9.999e-02, eta: 4 days, 17:54:13, time: 0.577, data_time: 0.001, memory: 5237, top1_acc: 0.0555, top5_acc: 0.1688, loss_cls: 5.0174, loss: 5.0174, grad_norm: 1.1134 2020-07-23 18:25:46,876 - mmaction - INFO - Epoch [2][2080/3757] lr: 9.999e-02, eta: 4 days, 17:52:23, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.0516, top5_acc: 0.1656, loss_cls: 5.0184, loss: 5.0184, grad_norm: 1.1408 2020-07-23 18:25:58,173 - mmaction - INFO - Epoch [2][2100/3757] lr: 9.999e-02, eta: 4 days, 17:50:23, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.0547, top5_acc: 0.1586, loss_cls: 5.0369, loss: 5.0369, grad_norm: 1.1927 2020-07-23 18:26:09,446 - mmaction - INFO - Epoch [2][2120/3757] lr: 9.999e-02, eta: 4 days, 17:48:22, time: 0.563, data_time: 0.003, memory: 5237, top1_acc: 0.0484, top5_acc: 0.1555, loss_cls: 5.0631, loss: 5.0631, grad_norm: 1.1192 2020-07-23 18:26:20,748 - mmaction - INFO - Epoch [2][2140/3757] lr: 9.999e-02, eta: 4 days, 17:46:24, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.0570, top5_acc: 0.1727, loss_cls: 5.0003, loss: 5.0003, grad_norm: 1.1353 2020-07-23 18:26:32,103 - mmaction - INFO - Epoch [2][2160/3757] lr: 9.999e-02, eta: 4 days, 17:44:34, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.0570, top5_acc: 0.1766, loss_cls: 4.9834, loss: 4.9834, grad_norm: 1.1907 2020-07-23 18:26:43,410 - mmaction - INFO - Epoch [2][2180/3757] lr: 9.999e-02, eta: 4 days, 17:42:40, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.0531, top5_acc: 0.1844, loss_cls: 4.9881, loss: 4.9881, grad_norm: 1.1841 2020-07-23 18:26:54,782 - mmaction - INFO - Epoch [2][2200/3757] lr: 9.999e-02, eta: 4 days, 17:40:52, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.0578, top5_acc: 0.1969, loss_cls: 4.9428, loss: 4.9428, grad_norm: 1.2156 2020-07-23 18:27:06,152 - mmaction - INFO - Epoch [2][2220/3757] lr: 9.999e-02, eta: 4 days, 17:39:06, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.0555, top5_acc: 0.1773, loss_cls: 4.9932, loss: 4.9932, grad_norm: 1.1619 2020-07-23 18:27:17,494 - mmaction - INFO - Epoch [2][2240/3757] lr: 9.999e-02, eta: 4 days, 17:37:17, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.0609, top5_acc: 0.1961, loss_cls: 4.9979, loss: 4.9979, grad_norm: 1.1476 2020-07-23 18:27:28,910 - mmaction - INFO - Epoch [2][2260/3757] lr: 9.999e-02, eta: 4 days, 17:35:36, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.0570, top5_acc: 0.1852, loss_cls: 4.9578, loss: 4.9578, grad_norm: 1.2047 2020-07-23 18:27:40,292 - mmaction - INFO - Epoch [2][2280/3757] lr: 9.999e-02, eta: 4 days, 17:33:53, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.0523, top5_acc: 0.1742, loss_cls: 4.9793, loss: 4.9793, grad_norm: 1.1496 2020-07-23 18:27:51,527 - mmaction - INFO - Epoch [2][2300/3757] lr: 9.999e-02, eta: 4 days, 17:31:54, time: 0.562, data_time: 0.003, memory: 5237, top1_acc: 0.0578, top5_acc: 0.1859, loss_cls: 4.9366, loss: 4.9366, grad_norm: 1.1623 2020-07-23 18:28:02,825 - mmaction - INFO - Epoch [2][2320/3757] lr: 9.999e-02, eta: 4 days, 17:30:03, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.0609, top5_acc: 0.1805, loss_cls: 5.0034, loss: 5.0034, grad_norm: 1.1718 2020-07-23 18:28:14,140 - mmaction - INFO - Epoch [2][2340/3757] lr: 9.999e-02, eta: 4 days, 17:28:13, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.0531, top5_acc: 0.1742, loss_cls: 5.0109, loss: 5.0109, grad_norm: 1.1731 2020-07-23 18:28:25,426 - mmaction - INFO - Epoch [2][2360/3757] lr: 9.999e-02, eta: 4 days, 17:26:24, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.0633, top5_acc: 0.1742, loss_cls: 5.0490, loss: 5.0490, grad_norm: 1.1529 2020-07-23 18:28:36,718 - mmaction - INFO - Epoch [2][2380/3757] lr: 9.999e-02, eta: 4 days, 17:24:33, time: 0.564, data_time: 0.003, memory: 5237, top1_acc: 0.0695, top5_acc: 0.1719, loss_cls: 4.9588, loss: 4.9588, grad_norm: 1.1452 2020-07-23 18:28:48,010 - mmaction - INFO - Epoch [2][2400/3757] lr: 9.999e-02, eta: 4 days, 17:22:44, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.0547, top5_acc: 0.1828, loss_cls: 4.9555, loss: 4.9555, grad_norm: 1.1847 2020-07-23 18:28:59,345 - mmaction - INFO - Epoch [2][2420/3757] lr: 9.999e-02, eta: 4 days, 17:20:59, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.0586, top5_acc: 0.1867, loss_cls: 4.9927, loss: 4.9927, grad_norm: 1.1339 2020-07-23 18:29:10,572 - mmaction - INFO - Epoch [2][2440/3757] lr: 9.999e-02, eta: 4 days, 17:19:05, time: 0.562, data_time: 0.003, memory: 5237, top1_acc: 0.0680, top5_acc: 0.1844, loss_cls: 4.9441, loss: 4.9441, grad_norm: 1.1397 2020-07-23 18:29:21,887 - mmaction - INFO - Epoch [2][2460/3757] lr: 9.999e-02, eta: 4 days, 17:17:19, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.0547, top5_acc: 0.1812, loss_cls: 4.9792, loss: 4.9792, grad_norm: 1.1372 2020-07-23 18:29:33,208 - mmaction - INFO - Epoch [2][2480/3757] lr: 9.999e-02, eta: 4 days, 17:15:35, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.0609, top5_acc: 0.1953, loss_cls: 4.9917, loss: 4.9917, grad_norm: 1.2294 2020-07-23 18:29:44,449 - mmaction - INFO - Epoch [2][2500/3757] lr: 9.999e-02, eta: 4 days, 17:13:45, time: 0.563, data_time: 0.003, memory: 5237, top1_acc: 0.0664, top5_acc: 0.1906, loss_cls: 4.9586, loss: 4.9586, grad_norm: 1.1585 2020-07-23 18:29:55,803 - mmaction - INFO - Epoch [2][2520/3757] lr: 9.999e-02, eta: 4 days, 17:12:05, time: 0.567, data_time: 0.002, memory: 5237, top1_acc: 0.0609, top5_acc: 0.1711, loss_cls: 5.0506, loss: 5.0506, grad_norm: 1.1777 2020-07-23 18:30:07,108 - mmaction - INFO - Epoch [2][2540/3757] lr: 9.999e-02, eta: 4 days, 17:10:22, time: 0.566, data_time: 0.004, memory: 5237, top1_acc: 0.0508, top5_acc: 0.1672, loss_cls: 5.0274, loss: 5.0274, grad_norm: 1.1779 2020-07-23 18:30:17,929 - mmaction - INFO - Epoch [2][2560/3757] lr: 9.999e-02, eta: 4 days, 17:07:45, time: 0.540, data_time: 0.003, memory: 5237, top1_acc: 0.0586, top5_acc: 0.1742, loss_cls: 5.0304, loss: 5.0304, grad_norm: 1.2098 2020-07-23 18:30:29,202 - mmaction - INFO - Epoch [2][2580/3757] lr: 9.999e-02, eta: 4 days, 17:06:01, time: 0.565, data_time: 0.004, memory: 5237, top1_acc: 0.0484, top5_acc: 0.1539, loss_cls: 5.0628, loss: 5.0628, grad_norm: 1.1560 2020-07-23 18:30:40,545 - mmaction - INFO - Epoch [2][2600/3757] lr: 9.999e-02, eta: 4 days, 17:04:23, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.0555, top5_acc: 0.1719, loss_cls: 4.9723, loss: 4.9723, grad_norm: 1.2370 2020-07-23 18:30:51,828 - mmaction - INFO - Epoch [2][2620/3757] lr: 9.999e-02, eta: 4 days, 17:02:40, time: 0.564, data_time: 0.003, memory: 5237, top1_acc: 0.0539, top5_acc: 0.1688, loss_cls: 5.0307, loss: 5.0307, grad_norm: 1.1779 2020-07-23 18:31:03,140 - mmaction - INFO - Epoch [2][2640/3757] lr: 9.999e-02, eta: 4 days, 17:01:00, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.0641, top5_acc: 0.1898, loss_cls: 4.9203, loss: 4.9203, grad_norm: 1.2342 2020-07-23 18:31:14,343 - mmaction - INFO - Epoch [2][2660/3757] lr: 9.999e-02, eta: 4 days, 16:59:09, time: 0.560, data_time: 0.004, memory: 5237, top1_acc: 0.0594, top5_acc: 0.1922, loss_cls: 4.9430, loss: 4.9430, grad_norm: 1.1538 2020-07-23 18:31:25,637 - mmaction - INFO - Epoch [2][2680/3757] lr: 9.999e-02, eta: 4 days, 16:57:29, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.0672, top5_acc: 0.1914, loss_cls: 4.9833, loss: 4.9833, grad_norm: 1.2451 2020-07-23 18:31:36,959 - mmaction - INFO - Epoch [2][2700/3757] lr: 9.999e-02, eta: 4 days, 16:55:52, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.0680, top5_acc: 0.1977, loss_cls: 4.9907, loss: 4.9907, grad_norm: 1.1689 2020-07-23 18:31:48,345 - mmaction - INFO - Epoch [2][2720/3757] lr: 9.999e-02, eta: 4 days, 16:54:22, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.0492, top5_acc: 0.1844, loss_cls: 4.9742, loss: 4.9742, grad_norm: 1.1676 2020-07-23 18:31:59,734 - mmaction - INFO - Epoch [2][2740/3757] lr: 9.999e-02, eta: 4 days, 16:52:51, time: 0.569, data_time: 0.002, memory: 5237, top1_acc: 0.0672, top5_acc: 0.1930, loss_cls: 4.9588, loss: 4.9588, grad_norm: 1.2021 2020-07-23 18:32:11,029 - mmaction - INFO - Epoch [2][2760/3757] lr: 9.999e-02, eta: 4 days, 16:51:13, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.0594, top5_acc: 0.1914, loss_cls: 4.9467, loss: 4.9467, grad_norm: 1.2323 2020-07-23 18:32:22,383 - mmaction - INFO - Epoch [2][2780/3757] lr: 9.999e-02, eta: 4 days, 16:49:41, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.0602, top5_acc: 0.1820, loss_cls: 5.0284, loss: 5.0284, grad_norm: 1.1418 2020-07-23 18:32:33,716 - mmaction - INFO - Epoch [2][2800/3757] lr: 9.999e-02, eta: 4 days, 16:48:08, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.0633, top5_acc: 0.1875, loss_cls: 4.9589, loss: 4.9589, grad_norm: 1.1679 2020-07-23 18:32:45,097 - mmaction - INFO - Epoch [2][2820/3757] lr: 9.999e-02, eta: 4 days, 16:46:39, time: 0.569, data_time: 0.002, memory: 5237, top1_acc: 0.0688, top5_acc: 0.1961, loss_cls: 4.9192, loss: 4.9192, grad_norm: 1.2331 2020-07-23 18:32:56,417 - mmaction - INFO - Epoch [2][2840/3757] lr: 9.999e-02, eta: 4 days, 16:45:06, time: 0.566, data_time: 0.004, memory: 5237, top1_acc: 0.0625, top5_acc: 0.1977, loss_cls: 4.9621, loss: 4.9621, grad_norm: 1.2111 2020-07-23 18:33:07,740 - mmaction - INFO - Epoch [2][2860/3757] lr: 9.999e-02, eta: 4 days, 16:43:33, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.0648, top5_acc: 0.1828, loss_cls: 5.0075, loss: 5.0075, grad_norm: 1.1391 2020-07-23 18:33:19,047 - mmaction - INFO - Epoch [2][2880/3757] lr: 9.999e-02, eta: 4 days, 16:41:58, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.0484, top5_acc: 0.1836, loss_cls: 4.9467, loss: 4.9467, grad_norm: 1.1406 2020-07-23 18:33:30,357 - mmaction - INFO - Epoch [2][2900/3757] lr: 9.999e-02, eta: 4 days, 16:40:24, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.0711, top5_acc: 0.1836, loss_cls: 4.9509, loss: 4.9509, grad_norm: 1.1750 2020-07-23 18:33:41,686 - mmaction - INFO - Epoch [2][2920/3757] lr: 9.999e-02, eta: 4 days, 16:38:54, time: 0.567, data_time: 0.004, memory: 5237, top1_acc: 0.0609, top5_acc: 0.1852, loss_cls: 4.9440, loss: 4.9440, grad_norm: 1.2538 2020-07-23 18:33:53,022 - mmaction - INFO - Epoch [2][2940/3757] lr: 9.999e-02, eta: 4 days, 16:37:24, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.0680, top5_acc: 0.1906, loss_cls: 4.9583, loss: 4.9583, grad_norm: 1.1599 2020-07-23 18:34:04,334 - mmaction - INFO - Epoch [2][2960/3757] lr: 9.999e-02, eta: 4 days, 16:35:53, time: 0.566, data_time: 0.004, memory: 5237, top1_acc: 0.0609, top5_acc: 0.1797, loss_cls: 4.9391, loss: 4.9391, grad_norm: 1.1884 2020-07-23 18:34:15,722 - mmaction - INFO - Epoch [2][2980/3757] lr: 9.999e-02, eta: 4 days, 16:34:29, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.0539, top5_acc: 0.1750, loss_cls: 5.0529, loss: 5.0529, grad_norm: 1.1761 2020-07-23 18:34:26,991 - mmaction - INFO - Epoch [2][3000/3757] lr: 9.999e-02, eta: 4 days, 16:32:54, time: 0.563, data_time: 0.003, memory: 5237, top1_acc: 0.0500, top5_acc: 0.1797, loss_cls: 4.9966, loss: 4.9966, grad_norm: 1.1423 2020-07-23 18:34:38,241 - mmaction - INFO - Epoch [2][3020/3757] lr: 9.999e-02, eta: 4 days, 16:31:17, time: 0.563, data_time: 0.003, memory: 5237, top1_acc: 0.0508, top5_acc: 0.1867, loss_cls: 4.9377, loss: 4.9377, grad_norm: 1.1729 2020-07-23 18:34:49,512 - mmaction - INFO - Epoch [2][3040/3757] lr: 9.999e-02, eta: 4 days, 16:29:43, time: 0.563, data_time: 0.003, memory: 5237, top1_acc: 0.0594, top5_acc: 0.1750, loss_cls: 4.9820, loss: 4.9820, grad_norm: 1.2348 2020-07-23 18:35:00,836 - mmaction - INFO - Epoch [2][3060/3757] lr: 9.999e-02, eta: 4 days, 16:28:14, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.0594, top5_acc: 0.2070, loss_cls: 4.8996, loss: 4.8996, grad_norm: 1.1673 2020-07-23 18:35:12,112 - mmaction - INFO - Epoch [2][3080/3757] lr: 9.999e-02, eta: 4 days, 16:26:42, time: 0.564, data_time: 0.004, memory: 5237, top1_acc: 0.0633, top5_acc: 0.1914, loss_cls: 4.9412, loss: 4.9412, grad_norm: 1.2652 2020-07-23 18:35:23,332 - mmaction - INFO - Epoch [2][3100/3757] lr: 9.999e-02, eta: 4 days, 16:25:06, time: 0.562, data_time: 0.003, memory: 5237, top1_acc: 0.0664, top5_acc: 0.1953, loss_cls: 4.9263, loss: 4.9263, grad_norm: 1.1841 2020-07-23 18:35:34,771 - mmaction - INFO - Epoch [2][3120/3757] lr: 9.999e-02, eta: 4 days, 16:23:50, time: 0.572, data_time: 0.004, memory: 5237, top1_acc: 0.0508, top5_acc: 0.1695, loss_cls: 5.0339, loss: 5.0339, grad_norm: 1.1527 2020-07-23 18:35:46,035 - mmaction - INFO - Epoch [2][3140/3757] lr: 9.999e-02, eta: 4 days, 16:22:17, time: 0.563, data_time: 0.003, memory: 5237, top1_acc: 0.0766, top5_acc: 0.1914, loss_cls: 4.8963, loss: 4.8963, grad_norm: 1.1951 2020-07-23 18:35:57,252 - mmaction - INFO - Epoch [2][3160/3757] lr: 9.999e-02, eta: 4 days, 16:20:42, time: 0.561, data_time: 0.003, memory: 5237, top1_acc: 0.0617, top5_acc: 0.1859, loss_cls: 4.9263, loss: 4.9263, grad_norm: 1.2249 2020-07-23 18:36:08,521 - mmaction - INFO - Epoch [2][3180/3757] lr: 9.999e-02, eta: 4 days, 16:19:10, time: 0.563, data_time: 0.003, memory: 5237, top1_acc: 0.0688, top5_acc: 0.2086, loss_cls: 4.9142, loss: 4.9142, grad_norm: 1.2021 2020-07-23 18:36:19,810 - mmaction - INFO - Epoch [2][3200/3757] lr: 9.999e-02, eta: 4 days, 16:17:42, time: 0.565, data_time: 0.004, memory: 5237, top1_acc: 0.0781, top5_acc: 0.1977, loss_cls: 4.9085, loss: 4.9085, grad_norm: 1.2001 2020-07-23 18:36:31,086 - mmaction - INFO - Epoch [2][3220/3757] lr: 9.999e-02, eta: 4 days, 16:16:13, time: 0.564, data_time: 0.003, memory: 5237, top1_acc: 0.0617, top5_acc: 0.2023, loss_cls: 4.9247, loss: 4.9247, grad_norm: 1.2019 2020-07-23 18:36:42,374 - mmaction - INFO - Epoch [2][3240/3757] lr: 9.999e-02, eta: 4 days, 16:14:46, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.0555, top5_acc: 0.1969, loss_cls: 4.9358, loss: 4.9358, grad_norm: 1.1415 2020-07-23 18:36:53,658 - mmaction - INFO - Epoch [2][3260/3757] lr: 9.999e-02, eta: 4 days, 16:13:17, time: 0.564, data_time: 0.002, memory: 5237, top1_acc: 0.0688, top5_acc: 0.2102, loss_cls: 4.8279, loss: 4.8279, grad_norm: 1.2228 2020-07-23 18:37:04,983 - mmaction - INFO - Epoch [2][3280/3757] lr: 9.999e-02, eta: 4 days, 16:11:54, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.0711, top5_acc: 0.1953, loss_cls: 4.9337, loss: 4.9337, grad_norm: 1.2254 2020-07-23 18:37:16,212 - mmaction - INFO - Epoch [2][3300/3757] lr: 9.999e-02, eta: 4 days, 16:10:22, time: 0.562, data_time: 0.003, memory: 5237, top1_acc: 0.0688, top5_acc: 0.1828, loss_cls: 4.9612, loss: 4.9612, grad_norm: 1.1837 2020-07-23 18:37:27,476 - mmaction - INFO - Epoch [2][3320/3757] lr: 9.999e-02, eta: 4 days, 16:08:54, time: 0.563, data_time: 0.003, memory: 5237, top1_acc: 0.0672, top5_acc: 0.1953, loss_cls: 4.9697, loss: 4.9697, grad_norm: 1.1042 2020-07-23 18:37:38,785 - mmaction - INFO - Epoch [2][3340/3757] lr: 9.999e-02, eta: 4 days, 16:07:30, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.0695, top5_acc: 0.2023, loss_cls: 4.9201, loss: 4.9201, grad_norm: 1.1739 2020-07-23 18:37:50,148 - mmaction - INFO - Epoch [2][3360/3757] lr: 9.999e-02, eta: 4 days, 16:06:13, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.0563, top5_acc: 0.1703, loss_cls: 4.9872, loss: 4.9872, grad_norm: 1.2171 2020-07-23 18:38:01,374 - mmaction - INFO - Epoch [2][3380/3757] lr: 9.999e-02, eta: 4 days, 16:04:42, time: 0.561, data_time: 0.002, memory: 5237, top1_acc: 0.0641, top5_acc: 0.2188, loss_cls: 4.9024, loss: 4.9024, grad_norm: 1.1354 2020-07-23 18:38:12,643 - mmaction - INFO - Epoch [2][3400/3757] lr: 9.999e-02, eta: 4 days, 16:03:16, time: 0.564, data_time: 0.003, memory: 5237, top1_acc: 0.0617, top5_acc: 0.1922, loss_cls: 4.9220, loss: 4.9220, grad_norm: 1.1442 2020-07-23 18:38:23,874 - mmaction - INFO - Epoch [2][3420/3757] lr: 9.999e-02, eta: 4 days, 16:01:47, time: 0.562, data_time: 0.002, memory: 5237, top1_acc: 0.0750, top5_acc: 0.2055, loss_cls: 4.8830, loss: 4.8830, grad_norm: 1.2116 2020-07-23 18:38:35,240 - mmaction - INFO - Epoch [2][3440/3757] lr: 9.999e-02, eta: 4 days, 16:00:30, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.0625, top5_acc: 0.1969, loss_cls: 4.9850, loss: 4.9850, grad_norm: 1.1987 2020-07-23 18:38:46,562 - mmaction - INFO - Epoch [2][3460/3757] lr: 9.999e-02, eta: 4 days, 15:59:11, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.0664, top5_acc: 0.1945, loss_cls: 4.9104, loss: 4.9104, grad_norm: 1.1802 2020-07-23 18:38:57,945 - mmaction - INFO - Epoch [2][3480/3757] lr: 9.999e-02, eta: 4 days, 15:57:57, time: 0.569, data_time: 0.004, memory: 5237, top1_acc: 0.0758, top5_acc: 0.2055, loss_cls: 4.8521, loss: 4.8521, grad_norm: 1.2046 2020-07-23 18:39:09,185 - mmaction - INFO - Epoch [2][3500/3757] lr: 9.999e-02, eta: 4 days, 15:56:30, time: 0.562, data_time: 0.003, memory: 5237, top1_acc: 0.0680, top5_acc: 0.1875, loss_cls: 4.9924, loss: 4.9924, grad_norm: 1.1847 2020-07-23 18:39:20,577 - mmaction - INFO - Epoch [2][3520/3757] lr: 9.999e-02, eta: 4 days, 15:55:19, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.0625, top5_acc: 0.1977, loss_cls: 4.9039, loss: 4.9039, grad_norm: 1.1849 2020-07-23 18:39:31,953 - mmaction - INFO - Epoch [2][3540/3757] lr: 9.999e-02, eta: 4 days, 15:54:04, time: 0.568, data_time: 0.002, memory: 5237, top1_acc: 0.0633, top5_acc: 0.1992, loss_cls: 4.8786, loss: 4.8786, grad_norm: 1.2263 2020-07-23 18:39:43,391 - mmaction - INFO - Epoch [2][3560/3757] lr: 9.999e-02, eta: 4 days, 15:52:56, time: 0.571, data_time: 0.004, memory: 5237, top1_acc: 0.0656, top5_acc: 0.1844, loss_cls: 4.9839, loss: 4.9839, grad_norm: 1.1545 2020-07-23 18:39:54,677 - mmaction - INFO - Epoch [2][3580/3757] lr: 9.999e-02, eta: 4 days, 15:51:37, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.0695, top5_acc: 0.2070, loss_cls: 4.9005, loss: 4.9005, grad_norm: 1.1370 2020-07-23 18:40:06,079 - mmaction - INFO - Epoch [2][3600/3757] lr: 9.999e-02, eta: 4 days, 15:50:26, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.0680, top5_acc: 0.2055, loss_cls: 4.9473, loss: 4.9473, grad_norm: 1.1933 2020-07-23 18:40:17,418 - mmaction - INFO - Epoch [2][3620/3757] lr: 9.999e-02, eta: 4 days, 15:49:09, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.0609, top5_acc: 0.1820, loss_cls: 4.9972, loss: 4.9972, grad_norm: 1.1995 2020-07-23 18:40:28,761 - mmaction - INFO - Epoch [2][3640/3757] lr: 9.999e-02, eta: 4 days, 15:47:56, time: 0.568, data_time: 0.004, memory: 5237, top1_acc: 0.0633, top5_acc: 0.2172, loss_cls: 4.8865, loss: 4.8865, grad_norm: 1.1630 2020-07-23 18:40:40,078 - mmaction - INFO - Epoch [2][3660/3757] lr: 9.999e-02, eta: 4 days, 15:46:39, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.0648, top5_acc: 0.1945, loss_cls: 4.9303, loss: 4.9303, grad_norm: 1.2311 2020-07-23 18:40:51,372 - mmaction - INFO - Epoch [2][3680/3757] lr: 9.999e-02, eta: 4 days, 15:45:21, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.0617, top5_acc: 0.1898, loss_cls: 4.9482, loss: 4.9482, grad_norm: 1.1663 2020-07-23 18:41:02,742 - mmaction - INFO - Epoch [2][3700/3757] lr: 9.999e-02, eta: 4 days, 15:44:09, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.0570, top5_acc: 0.1984, loss_cls: 4.8785, loss: 4.8785, grad_norm: 1.1709 2020-07-23 18:41:14,052 - mmaction - INFO - Epoch [2][3720/3757] lr: 9.999e-02, eta: 4 days, 15:42:52, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.0758, top5_acc: 0.2109, loss_cls: 4.8231, loss: 4.8231, grad_norm: 1.1996 2020-07-23 18:41:25,299 - mmaction - INFO - Epoch [2][3740/3757] lr: 9.999e-02, eta: 4 days, 15:41:31, time: 0.563, data_time: 0.003, memory: 5237, top1_acc: 0.0734, top5_acc: 0.2078, loss_cls: 4.8771, loss: 4.8771, grad_norm: 1.2106 2020-07-23 18:44:43,148 - mmaction - INFO - Epoch [3][20/3757] lr: 9.997e-02, eta: 4 days, 19:31:16, time: 8.890, data_time: 8.216, memory: 5237, top1_acc: 0.0688, top5_acc: 0.1898, loss_cls: 4.9122, loss: 4.9122, grad_norm: 1.2108 2020-07-23 18:44:54,289 - mmaction - INFO - Epoch [3][40/3757] lr: 9.997e-02, eta: 4 days, 19:29:09, time: 0.557, data_time: 0.001, memory: 5237, top1_acc: 0.0680, top5_acc: 0.2141, loss_cls: 4.8457, loss: 4.8457, grad_norm: 1.2410 2020-07-23 18:45:05,415 - mmaction - INFO - Epoch [3][60/3757] lr: 9.997e-02, eta: 4 days, 19:27:00, time: 0.556, data_time: 0.001, memory: 5237, top1_acc: 0.0750, top5_acc: 0.2047, loss_cls: 4.8689, loss: 4.8689, grad_norm: 1.1806 2020-07-23 18:45:16,555 - mmaction - INFO - Epoch [3][80/3757] lr: 9.997e-02, eta: 4 days, 19:24:54, time: 0.557, data_time: 0.001, memory: 5237, top1_acc: 0.0711, top5_acc: 0.2047, loss_cls: 4.8756, loss: 4.8756, grad_norm: 1.1852 2020-07-23 18:45:27,788 - mmaction - INFO - Epoch [3][100/3757] lr: 9.997e-02, eta: 4 days, 19:22:57, time: 0.562, data_time: 0.003, memory: 5237, top1_acc: 0.0742, top5_acc: 0.2102, loss_cls: 4.8831, loss: 4.8831, grad_norm: 1.1810 2020-07-23 18:45:39,064 - mmaction - INFO - Epoch [3][120/3757] lr: 9.997e-02, eta: 4 days, 19:21:03, time: 0.563, data_time: 0.003, memory: 5237, top1_acc: 0.0773, top5_acc: 0.2125, loss_cls: 4.8974, loss: 4.8974, grad_norm: 1.2155 2020-07-23 18:45:50,298 - mmaction - INFO - Epoch [3][140/3757] lr: 9.997e-02, eta: 4 days, 19:19:08, time: 0.562, data_time: 0.003, memory: 5237, top1_acc: 0.0547, top5_acc: 0.1961, loss_cls: 4.8783, loss: 4.8783, grad_norm: 1.1790 2020-07-23 18:46:01,513 - mmaction - INFO - Epoch [3][160/3757] lr: 9.997e-02, eta: 4 days, 19:17:11, time: 0.561, data_time: 0.002, memory: 5237, top1_acc: 0.0820, top5_acc: 0.2133, loss_cls: 4.8506, loss: 4.8506, grad_norm: 1.2883 2020-07-23 18:46:12,889 - mmaction - INFO - Epoch [3][180/3757] lr: 9.997e-02, eta: 4 days, 19:15:28, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.0781, top5_acc: 0.2227, loss_cls: 4.8178, loss: 4.8178, grad_norm: 1.2700 2020-07-23 18:46:24,177 - mmaction - INFO - Epoch [3][200/3757] lr: 9.997e-02, eta: 4 days, 19:13:38, time: 0.564, data_time: 0.002, memory: 5237, top1_acc: 0.0813, top5_acc: 0.1922, loss_cls: 4.8847, loss: 4.8847, grad_norm: 1.2270 2020-07-23 18:46:35,572 - mmaction - INFO - Epoch [3][220/3757] lr: 9.997e-02, eta: 4 days, 19:11:57, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.0656, top5_acc: 0.2102, loss_cls: 4.8856, loss: 4.8856, grad_norm: 1.2243 2020-07-23 18:46:46,883 - mmaction - INFO - Epoch [3][240/3757] lr: 9.997e-02, eta: 4 days, 19:10:11, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.0703, top5_acc: 0.1945, loss_cls: 4.9115, loss: 4.9115, grad_norm: 1.1989 2020-07-23 18:46:58,074 - mmaction - INFO - Epoch [3][260/3757] lr: 9.997e-02, eta: 4 days, 19:08:14, time: 0.560, data_time: 0.003, memory: 5237, top1_acc: 0.0797, top5_acc: 0.2102, loss_cls: 4.8208, loss: 4.8208, grad_norm: 1.2135 2020-07-23 18:47:09,315 - mmaction - INFO - Epoch [3][280/3757] lr: 9.997e-02, eta: 4 days, 19:06:22, time: 0.561, data_time: 0.003, memory: 5237, top1_acc: 0.0781, top5_acc: 0.1992, loss_cls: 4.8236, loss: 4.8236, grad_norm: 1.2151 2020-07-23 18:47:20,578 - mmaction - INFO - Epoch [3][300/3757] lr: 9.997e-02, eta: 4 days, 19:04:33, time: 0.563, data_time: 0.004, memory: 5237, top1_acc: 0.0688, top5_acc: 0.2070, loss_cls: 4.8447, loss: 4.8447, grad_norm: 1.2292 2020-07-23 18:47:31,872 - mmaction - INFO - Epoch [3][320/3757] lr: 9.997e-02, eta: 4 days, 19:02:47, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.0758, top5_acc: 0.2086, loss_cls: 4.8914, loss: 4.8914, grad_norm: 1.1882 2020-07-23 18:47:43,194 - mmaction - INFO - Epoch [3][340/3757] lr: 9.997e-02, eta: 4 days, 19:01:02, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.0781, top5_acc: 0.2086, loss_cls: 4.8712, loss: 4.8712, grad_norm: 1.2083 2020-07-23 18:47:54,330 - mmaction - INFO - Epoch [3][360/3757] lr: 9.997e-02, eta: 4 days, 18:59:04, time: 0.557, data_time: 0.003, memory: 5237, top1_acc: 0.0734, top5_acc: 0.1992, loss_cls: 4.9167, loss: 4.9167, grad_norm: 1.1959 2020-07-23 18:48:05,562 - mmaction - INFO - Epoch [3][380/3757] lr: 9.997e-02, eta: 4 days, 18:57:14, time: 0.562, data_time: 0.003, memory: 5237, top1_acc: 0.0688, top5_acc: 0.2062, loss_cls: 4.8339, loss: 4.8339, grad_norm: 1.1773 2020-07-23 18:48:16,860 - mmaction - INFO - Epoch [3][400/3757] lr: 9.997e-02, eta: 4 days, 18:55:29, time: 0.564, data_time: 0.002, memory: 5237, top1_acc: 0.0688, top5_acc: 0.2109, loss_cls: 4.8442, loss: 4.8442, grad_norm: 1.2358 2020-07-23 18:48:28,120 - mmaction - INFO - Epoch [3][420/3757] lr: 9.997e-02, eta: 4 days, 18:53:42, time: 0.563, data_time: 0.003, memory: 5237, top1_acc: 0.0680, top5_acc: 0.2148, loss_cls: 4.8965, loss: 4.8965, grad_norm: 1.1988 2020-07-23 18:48:39,476 - mmaction - INFO - Epoch [3][440/3757] lr: 9.997e-02, eta: 4 days, 18:52:04, time: 0.568, data_time: 0.010, memory: 5237, top1_acc: 0.0688, top5_acc: 0.1922, loss_cls: 4.9246, loss: 4.9246, grad_norm: 1.2321 2020-07-23 18:48:50,732 - mmaction - INFO - Epoch [3][460/3757] lr: 9.997e-02, eta: 4 days, 18:50:19, time: 0.563, data_time: 0.003, memory: 5237, top1_acc: 0.0844, top5_acc: 0.2211, loss_cls: 4.7693, loss: 4.7693, grad_norm: 1.2176 2020-07-23 18:49:02,015 - mmaction - INFO - Epoch [3][480/3757] lr: 9.997e-02, eta: 4 days, 18:48:34, time: 0.564, data_time: 0.003, memory: 5237, top1_acc: 0.0758, top5_acc: 0.2039, loss_cls: 4.8489, loss: 4.8489, grad_norm: 1.2823 2020-07-23 18:49:13,220 - mmaction - INFO - Epoch [3][500/3757] lr: 9.997e-02, eta: 4 days, 18:46:46, time: 0.561, data_time: 0.004, memory: 5237, top1_acc: 0.0727, top5_acc: 0.2117, loss_cls: 4.8555, loss: 4.8555, grad_norm: 1.3033 2020-07-23 18:49:24,371 - mmaction - INFO - Epoch [3][520/3757] lr: 9.997e-02, eta: 4 days, 18:44:52, time: 0.558, data_time: 0.002, memory: 5237, top1_acc: 0.0727, top5_acc: 0.1844, loss_cls: 4.9022, loss: 4.9022, grad_norm: 1.2547 2020-07-23 18:49:35,703 - mmaction - INFO - Epoch [3][540/3757] lr: 9.997e-02, eta: 4 days, 18:43:14, time: 0.566, data_time: 0.004, memory: 5237, top1_acc: 0.0594, top5_acc: 0.1945, loss_cls: 4.8737, loss: 4.8737, grad_norm: 1.1838 2020-07-23 18:49:46,927 - mmaction - INFO - Epoch [3][560/3757] lr: 9.997e-02, eta: 4 days, 18:41:27, time: 0.561, data_time: 0.003, memory: 5237, top1_acc: 0.0711, top5_acc: 0.2023, loss_cls: 4.8953, loss: 4.8953, grad_norm: 1.2345 2020-07-23 18:49:58,201 - mmaction - INFO - Epoch [3][580/3757] lr: 9.997e-02, eta: 4 days, 18:39:46, time: 0.564, data_time: 0.004, memory: 5237, top1_acc: 0.0711, top5_acc: 0.2141, loss_cls: 4.8299, loss: 4.8299, grad_norm: 1.2372 2020-07-23 18:50:09,508 - mmaction - INFO - Epoch [3][600/3757] lr: 9.997e-02, eta: 4 days, 18:38:07, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.0641, top5_acc: 0.2164, loss_cls: 4.8795, loss: 4.8795, grad_norm: 1.2823 2020-07-23 18:50:20,673 - mmaction - INFO - Epoch [3][620/3757] lr: 9.997e-02, eta: 4 days, 18:36:17, time: 0.558, data_time: 0.001, memory: 5237, top1_acc: 0.0688, top5_acc: 0.1930, loss_cls: 4.8560, loss: 4.8560, grad_norm: 1.2513 2020-07-23 18:50:31,923 - mmaction - INFO - Epoch [3][640/3757] lr: 9.997e-02, eta: 4 days, 18:34:35, time: 0.563, data_time: 0.003, memory: 5237, top1_acc: 0.0813, top5_acc: 0.2180, loss_cls: 4.8159, loss: 4.8159, grad_norm: 1.2362 2020-07-23 18:50:43,196 - mmaction - INFO - Epoch [3][660/3757] lr: 9.997e-02, eta: 4 days, 18:32:54, time: 0.563, data_time: 0.003, memory: 5237, top1_acc: 0.0594, top5_acc: 0.1883, loss_cls: 4.9408, loss: 4.9408, grad_norm: 1.2510 2020-07-23 18:50:54,473 - mmaction - INFO - Epoch [3][680/3757] lr: 9.997e-02, eta: 4 days, 18:31:15, time: 0.564, data_time: 0.003, memory: 5237, top1_acc: 0.0617, top5_acc: 0.2023, loss_cls: 4.9171, loss: 4.9171, grad_norm: 1.1632 2020-07-23 18:51:06,746 - mmaction - INFO - Epoch [3][700/3757] lr: 9.997e-02, eta: 4 days, 18:30:56, time: 0.613, data_time: 0.002, memory: 5237, top1_acc: 0.0727, top5_acc: 0.2289, loss_cls: 4.7816, loss: 4.7816, grad_norm: 1.2699 2020-07-23 18:51:18,088 - mmaction - INFO - Epoch [3][720/3757] lr: 9.997e-02, eta: 4 days, 18:29:23, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.0703, top5_acc: 0.1992, loss_cls: 4.8981, loss: 4.8981, grad_norm: 1.2364 2020-07-23 18:51:30,473 - mmaction - INFO - Epoch [3][740/3757] lr: 9.997e-02, eta: 4 days, 18:29:14, time: 0.619, data_time: 0.054, memory: 5237, top1_acc: 0.0813, top5_acc: 0.2086, loss_cls: 4.8542, loss: 4.8542, grad_norm: 1.2145 2020-07-23 18:51:43,737 - mmaction - INFO - Epoch [3][760/3757] lr: 9.997e-02, eta: 4 days, 18:30:17, time: 0.664, data_time: 0.001, memory: 5237, top1_acc: 0.0836, top5_acc: 0.2133, loss_cls: 4.8033, loss: 4.8033, grad_norm: 1.2240 2020-07-23 18:51:55,107 - mmaction - INFO - Epoch [3][780/3757] lr: 9.997e-02, eta: 4 days, 18:28:45, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.0719, top5_acc: 0.1992, loss_cls: 4.8890, loss: 4.8890, grad_norm: 1.3096 2020-07-23 18:52:06,600 - mmaction - INFO - Epoch [3][800/3757] lr: 9.997e-02, eta: 4 days, 18:27:25, time: 0.574, data_time: 0.001, memory: 5237, top1_acc: 0.0625, top5_acc: 0.2016, loss_cls: 4.9013, loss: 4.9013, grad_norm: 1.2801 2020-07-23 18:52:17,828 - mmaction - INFO - Epoch [3][820/3757] lr: 9.997e-02, eta: 4 days, 18:25:45, time: 0.562, data_time: 0.001, memory: 5237, top1_acc: 0.0766, top5_acc: 0.2164, loss_cls: 4.8605, loss: 4.8605, grad_norm: 1.2685 2020-07-23 18:52:29,210 - mmaction - INFO - Epoch [3][840/3757] lr: 9.997e-02, eta: 4 days, 18:24:16, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.0875, top5_acc: 0.2133, loss_cls: 4.7622, loss: 4.7622, grad_norm: 1.2673 2020-07-23 18:52:40,509 - mmaction - INFO - Epoch [3][860/3757] lr: 9.997e-02, eta: 4 days, 18:22:41, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.0617, top5_acc: 0.2070, loss_cls: 4.8760, loss: 4.8760, grad_norm: 1.2579 2020-07-23 18:52:51,793 - mmaction - INFO - Epoch [3][880/3757] lr: 9.997e-02, eta: 4 days, 18:21:06, time: 0.564, data_time: 0.003, memory: 5237, top1_acc: 0.0734, top5_acc: 0.1953, loss_cls: 4.8679, loss: 4.8679, grad_norm: 1.1874 2020-07-23 18:53:03,101 - mmaction - INFO - Epoch [3][900/3757] lr: 9.997e-02, eta: 4 days, 18:19:33, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.0828, top5_acc: 0.2234, loss_cls: 4.7990, loss: 4.7990, grad_norm: 1.2922 2020-07-23 18:53:14,333 - mmaction - INFO - Epoch [3][920/3757] lr: 9.997e-02, eta: 4 days, 18:17:54, time: 0.562, data_time: 0.003, memory: 5237, top1_acc: 0.0695, top5_acc: 0.2219, loss_cls: 4.8636, loss: 4.8636, grad_norm: 1.2628 2020-07-23 18:53:25,596 - mmaction - INFO - Epoch [3][940/3757] lr: 9.997e-02, eta: 4 days, 18:16:18, time: 0.563, data_time: 0.003, memory: 5237, top1_acc: 0.0680, top5_acc: 0.2172, loss_cls: 4.7876, loss: 4.7876, grad_norm: 1.2090 2020-07-23 18:53:37,100 - mmaction - INFO - Epoch [3][960/3757] lr: 9.997e-02, eta: 4 days, 18:15:01, time: 0.575, data_time: 0.003, memory: 5237, top1_acc: 0.0727, top5_acc: 0.2031, loss_cls: 4.8135, loss: 4.8135, grad_norm: 1.2464 2020-07-23 18:53:48,309 - mmaction - INFO - Epoch [3][980/3757] lr: 9.997e-02, eta: 4 days, 18:13:21, time: 0.560, data_time: 0.001, memory: 5237, top1_acc: 0.0781, top5_acc: 0.2133, loss_cls: 4.8195, loss: 4.8195, grad_norm: 1.1951 2020-07-23 18:53:59,591 - mmaction - INFO - Epoch [3][1000/3757] lr: 9.997e-02, eta: 4 days, 18:11:48, time: 0.564, data_time: 0.003, memory: 5237, top1_acc: 0.0711, top5_acc: 0.2070, loss_cls: 4.7994, loss: 4.7994, grad_norm: 1.2141 2020-07-23 18:54:10,875 - mmaction - INFO - Epoch [3][1020/3757] lr: 9.997e-02, eta: 4 days, 18:10:15, time: 0.564, data_time: 0.003, memory: 5237, top1_acc: 0.0688, top5_acc: 0.2281, loss_cls: 4.8209, loss: 4.8209, grad_norm: 1.2671 2020-07-23 18:54:22,132 - mmaction - INFO - Epoch [3][1040/3757] lr: 9.997e-02, eta: 4 days, 18:08:41, time: 0.563, data_time: 0.003, memory: 5237, top1_acc: 0.0688, top5_acc: 0.2148, loss_cls: 4.8479, loss: 4.8479, grad_norm: 1.3891 2020-07-23 18:54:33,477 - mmaction - INFO - Epoch [3][1060/3757] lr: 9.997e-02, eta: 4 days, 18:07:13, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.0727, top5_acc: 0.2234, loss_cls: 4.7950, loss: 4.7950, grad_norm: 1.3021 2020-07-23 18:54:44,969 - mmaction - INFO - Epoch [3][1080/3757] lr: 9.997e-02, eta: 4 days, 18:05:58, time: 0.575, data_time: 0.002, memory: 5237, top1_acc: 0.0742, top5_acc: 0.2219, loss_cls: 4.8370, loss: 4.8370, grad_norm: 1.2317 2020-07-23 18:54:56,291 - mmaction - INFO - Epoch [3][1100/3757] lr: 9.997e-02, eta: 4 days, 18:04:29, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.0727, top5_acc: 0.2133, loss_cls: 4.8257, loss: 4.8257, grad_norm: 1.2764 2020-07-23 18:55:07,662 - mmaction - INFO - Epoch [3][1120/3757] lr: 9.997e-02, eta: 4 days, 18:03:05, time: 0.569, data_time: 0.002, memory: 5237, top1_acc: 0.0797, top5_acc: 0.2148, loss_cls: 4.8029, loss: 4.8029, grad_norm: 1.2423 2020-07-23 18:55:18,950 - mmaction - INFO - Epoch [3][1140/3757] lr: 9.997e-02, eta: 4 days, 18:01:34, time: 0.564, data_time: 0.003, memory: 5237, top1_acc: 0.0703, top5_acc: 0.2211, loss_cls: 4.8329, loss: 4.8329, grad_norm: 1.2190 2020-07-23 18:55:30,316 - mmaction - INFO - Epoch [3][1160/3757] lr: 9.997e-02, eta: 4 days, 18:00:10, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.0797, top5_acc: 0.2422, loss_cls: 4.7475, loss: 4.7475, grad_norm: 1.2747 2020-07-23 18:55:41,702 - mmaction - INFO - Epoch [3][1180/3757] lr: 9.997e-02, eta: 4 days, 17:58:48, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.0688, top5_acc: 0.2070, loss_cls: 4.8510, loss: 4.8510, grad_norm: 1.2118 2020-07-23 18:55:52,945 - mmaction - INFO - Epoch [3][1200/3757] lr: 9.997e-02, eta: 4 days, 17:57:15, time: 0.562, data_time: 0.003, memory: 5237, top1_acc: 0.0734, top5_acc: 0.2156, loss_cls: 4.8005, loss: 4.8005, grad_norm: 1.2348 2020-07-23 18:56:04,280 - mmaction - INFO - Epoch [3][1220/3757] lr: 9.997e-02, eta: 4 days, 17:55:50, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.0734, top5_acc: 0.2102, loss_cls: 4.7924, loss: 4.7924, grad_norm: 1.2510 2020-07-23 18:56:15,636 - mmaction - INFO - Epoch [3][1240/3757] lr: 9.997e-02, eta: 4 days, 17:54:27, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.0781, top5_acc: 0.2242, loss_cls: 4.8553, loss: 4.8553, grad_norm: 1.2387 2020-07-23 18:56:26,930 - mmaction - INFO - Epoch [3][1260/3757] lr: 9.997e-02, eta: 4 days, 17:52:59, time: 0.564, data_time: 0.003, memory: 5237, top1_acc: 0.0727, top5_acc: 0.2234, loss_cls: 4.7943, loss: 4.7943, grad_norm: 1.2600 2020-07-23 18:56:38,271 - mmaction - INFO - Epoch [3][1280/3757] lr: 9.997e-02, eta: 4 days, 17:51:35, time: 0.567, data_time: 0.004, memory: 5237, top1_acc: 0.0719, top5_acc: 0.2008, loss_cls: 4.8780, loss: 4.8780, grad_norm: 1.4271 2020-07-23 18:56:49,562 - mmaction - INFO - Epoch [3][1300/3757] lr: 9.997e-02, eta: 4 days, 17:50:07, time: 0.564, data_time: 0.003, memory: 5237, top1_acc: 0.0664, top5_acc: 0.1859, loss_cls: 4.9625, loss: 4.9625, grad_norm: 1.3172 2020-07-23 18:57:00,882 - mmaction - INFO - Epoch [3][1320/3757] lr: 9.997e-02, eta: 4 days, 17:48:42, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.0742, top5_acc: 0.2133, loss_cls: 4.8348, loss: 4.8348, grad_norm: 1.2497 2020-07-23 18:57:12,193 - mmaction - INFO - Epoch [3][1340/3757] lr: 9.997e-02, eta: 4 days, 17:47:18, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.0672, top5_acc: 0.1805, loss_cls: 4.9308, loss: 4.9308, grad_norm: 1.2547 2020-07-23 18:57:23,523 - mmaction - INFO - Epoch [3][1360/3757] lr: 9.997e-02, eta: 4 days, 17:45:54, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.0797, top5_acc: 0.2047, loss_cls: 4.8538, loss: 4.8538, grad_norm: 1.2417 2020-07-23 18:57:34,775 - mmaction - INFO - Epoch [3][1380/3757] lr: 9.997e-02, eta: 4 days, 17:44:25, time: 0.563, data_time: 0.003, memory: 5237, top1_acc: 0.0719, top5_acc: 0.2125, loss_cls: 4.8095, loss: 4.8095, grad_norm: 1.2195 2020-07-23 18:57:46,115 - mmaction - INFO - Epoch [3][1400/3757] lr: 9.997e-02, eta: 4 days, 17:43:03, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.0773, top5_acc: 0.2313, loss_cls: 4.7672, loss: 4.7672, grad_norm: 1.3013 2020-07-23 18:57:58,355 - mmaction - INFO - Epoch [3][1420/3757] lr: 9.997e-02, eta: 4 days, 17:42:49, time: 0.612, data_time: 0.003, memory: 5237, top1_acc: 0.0766, top5_acc: 0.2141, loss_cls: 4.8794, loss: 4.8794, grad_norm: 1.2523 2020-07-23 18:58:09,686 - mmaction - INFO - Epoch [3][1440/3757] lr: 9.997e-02, eta: 4 days, 17:41:26, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.0820, top5_acc: 0.2234, loss_cls: 4.8347, loss: 4.8347, grad_norm: 1.1930 2020-07-23 18:58:21,022 - mmaction - INFO - Epoch [3][1460/3757] lr: 9.997e-02, eta: 4 days, 17:40:05, time: 0.567, data_time: 0.006, memory: 5237, top1_acc: 0.0781, top5_acc: 0.2062, loss_cls: 4.8683, loss: 4.8683, grad_norm: 1.2486 2020-07-23 18:58:32,343 - mmaction - INFO - Epoch [3][1480/3757] lr: 9.997e-02, eta: 4 days, 17:38:43, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.0789, top5_acc: 0.2156, loss_cls: 4.7919, loss: 4.7919, grad_norm: 1.2293 2020-07-23 18:58:43,712 - mmaction - INFO - Epoch [3][1500/3757] lr: 9.997e-02, eta: 4 days, 17:37:24, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.0758, top5_acc: 0.2227, loss_cls: 4.7983, loss: 4.7983, grad_norm: 1.2494 2020-07-23 18:58:58,599 - mmaction - INFO - Epoch [3][1520/3757] lr: 9.997e-02, eta: 4 days, 17:40:26, time: 0.744, data_time: 0.075, memory: 5237, top1_acc: 0.0641, top5_acc: 0.2047, loss_cls: 4.8258, loss: 4.8258, grad_norm: 1.2323 2020-07-23 18:59:10,525 - mmaction - INFO - Epoch [3][1540/3757] lr: 9.997e-02, eta: 4 days, 17:39:49, time: 0.597, data_time: 0.003, memory: 5237, top1_acc: 0.0797, top5_acc: 0.2242, loss_cls: 4.8079, loss: 4.8079, grad_norm: 1.2661 2020-07-23 18:59:22,818 - mmaction - INFO - Epoch [3][1560/3757] lr: 9.997e-02, eta: 4 days, 17:39:38, time: 0.614, data_time: 0.003, memory: 5237, top1_acc: 0.0641, top5_acc: 0.1984, loss_cls: 4.8800, loss: 4.8800, grad_norm: 1.2476 2020-07-23 18:59:37,105 - mmaction - INFO - Epoch [3][1580/3757] lr: 9.997e-02, eta: 4 days, 17:41:53, time: 0.714, data_time: 0.003, memory: 5237, top1_acc: 0.0766, top5_acc: 0.2336, loss_cls: 4.7802, loss: 4.7802, grad_norm: 1.2698 2020-07-23 18:59:51,725 - mmaction - INFO - Epoch [3][1600/3757] lr: 9.997e-02, eta: 4 days, 17:44:33, time: 0.731, data_time: 0.112, memory: 5237, top1_acc: 0.0664, top5_acc: 0.2102, loss_cls: 4.8653, loss: 4.8653, grad_norm: 1.2366 2020-07-23 19:00:10,097 - mmaction - INFO - Epoch [3][1620/3757] lr: 9.997e-02, eta: 4 days, 17:51:35, time: 0.911, data_time: 0.013, memory: 5237, top1_acc: 0.0789, top5_acc: 0.2320, loss_cls: 4.7596, loss: 4.7596, grad_norm: 1.2295 2020-07-23 19:00:21,497 - mmaction - INFO - Epoch [3][1640/3757] lr: 9.997e-02, eta: 4 days, 17:50:29, time: 0.578, data_time: 0.011, memory: 5237, top1_acc: 0.0766, top5_acc: 0.2344, loss_cls: 4.7794, loss: 4.7794, grad_norm: 1.2481 2020-07-23 19:00:32,854 - mmaction - INFO - Epoch [3][1660/3757] lr: 9.997e-02, eta: 4 days, 17:49:10, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.0844, top5_acc: 0.2328, loss_cls: 4.7787, loss: 4.7787, grad_norm: 1.2394 2020-07-23 19:00:44,104 - mmaction - INFO - Epoch [3][1680/3757] lr: 9.997e-02, eta: 4 days, 17:47:43, time: 0.563, data_time: 0.003, memory: 5237, top1_acc: 0.0734, top5_acc: 0.2172, loss_cls: 4.8638, loss: 4.8638, grad_norm: 1.2411 2020-07-23 19:00:55,469 - mmaction - INFO - Epoch [3][1700/3757] lr: 9.997e-02, eta: 4 days, 17:46:24, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.0875, top5_acc: 0.2367, loss_cls: 4.7498, loss: 4.7498, grad_norm: 1.2692 2020-07-23 19:01:06,681 - mmaction - INFO - Epoch [3][1720/3757] lr: 9.997e-02, eta: 4 days, 17:44:54, time: 0.561, data_time: 0.003, memory: 5237, top1_acc: 0.0859, top5_acc: 0.2570, loss_cls: 4.7526, loss: 4.7526, grad_norm: 1.2838 2020-07-23 19:01:19,138 - mmaction - INFO - Epoch [3][1740/3757] lr: 9.997e-02, eta: 4 days, 17:44:55, time: 0.623, data_time: 0.003, memory: 5237, top1_acc: 0.0844, top5_acc: 0.2156, loss_cls: 4.7778, loss: 4.7778, grad_norm: 1.2862 2020-07-23 19:01:31,464 - mmaction - INFO - Epoch [3][1760/3757] lr: 9.997e-02, eta: 4 days, 17:44:47, time: 0.616, data_time: 0.006, memory: 5237, top1_acc: 0.0758, top5_acc: 0.2203, loss_cls: 4.7612, loss: 4.7612, grad_norm: 1.2411 2020-07-23 19:01:42,760 - mmaction - INFO - Epoch [3][1780/3757] lr: 9.997e-02, eta: 4 days, 17:43:24, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.0703, top5_acc: 0.2008, loss_cls: 4.8713, loss: 4.8713, grad_norm: 1.2571 2020-07-23 19:01:54,115 - mmaction - INFO - Epoch [3][1800/3757] lr: 9.997e-02, eta: 4 days, 17:42:05, time: 0.567, data_time: 0.002, memory: 5237, top1_acc: 0.0789, top5_acc: 0.2133, loss_cls: 4.8563, loss: 4.8563, grad_norm: 1.2365 2020-07-23 19:02:05,468 - mmaction - INFO - Epoch [3][1820/3757] lr: 9.997e-02, eta: 4 days, 17:40:46, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.0883, top5_acc: 0.2102, loss_cls: 4.8811, loss: 4.8811, grad_norm: 1.2300 2020-07-23 19:02:17,667 - mmaction - INFO - Epoch [3][1840/3757] lr: 9.997e-02, eta: 4 days, 17:40:30, time: 0.611, data_time: 0.001, memory: 5237, top1_acc: 0.0820, top5_acc: 0.2000, loss_cls: 4.8155, loss: 4.8155, grad_norm: 1.2822 2020-07-23 19:02:29,001 - mmaction - INFO - Epoch [3][1860/3757] lr: 9.997e-02, eta: 4 days, 17:39:11, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.0680, top5_acc: 0.2008, loss_cls: 4.8501, loss: 4.8501, grad_norm: 1.2317 2020-07-23 19:02:40,334 - mmaction - INFO - Epoch [3][1880/3757] lr: 9.997e-02, eta: 4 days, 17:37:52, time: 0.567, data_time: 0.002, memory: 5237, top1_acc: 0.0813, top5_acc: 0.2117, loss_cls: 4.7686, loss: 4.7686, grad_norm: 1.2336 2020-07-23 19:02:51,583 - mmaction - INFO - Epoch [3][1900/3757] lr: 9.997e-02, eta: 4 days, 17:36:27, time: 0.562, data_time: 0.003, memory: 5237, top1_acc: 0.0727, top5_acc: 0.2109, loss_cls: 4.7811, loss: 4.7811, grad_norm: 1.2733 2020-07-23 19:03:02,998 - mmaction - INFO - Epoch [3][1920/3757] lr: 9.997e-02, eta: 4 days, 17:35:15, time: 0.571, data_time: 0.003, memory: 5237, top1_acc: 0.0633, top5_acc: 0.2164, loss_cls: 4.7918, loss: 4.7918, grad_norm: 1.2061 2020-07-23 19:03:14,343 - mmaction - INFO - Epoch [3][1940/3757] lr: 9.997e-02, eta: 4 days, 17:33:58, time: 0.567, data_time: 0.002, memory: 5237, top1_acc: 0.0789, top5_acc: 0.2289, loss_cls: 4.7483, loss: 4.7483, grad_norm: 1.3176 2020-07-23 19:03:25,621 - mmaction - INFO - Epoch [3][1960/3757] lr: 9.997e-02, eta: 4 days, 17:32:36, time: 0.564, data_time: 0.002, memory: 5237, top1_acc: 0.0633, top5_acc: 0.2094, loss_cls: 4.8168, loss: 4.8168, grad_norm: 1.3113 2020-07-23 19:03:36,867 - mmaction - INFO - Epoch [3][1980/3757] lr: 9.997e-02, eta: 4 days, 17:31:12, time: 0.562, data_time: 0.003, memory: 5237, top1_acc: 0.0773, top5_acc: 0.2047, loss_cls: 4.8385, loss: 4.8385, grad_norm: 1.3340 2020-07-23 19:03:48,191 - mmaction - INFO - Epoch [3][2000/3757] lr: 9.997e-02, eta: 4 days, 17:29:55, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.0680, top5_acc: 0.2031, loss_cls: 4.8159, loss: 4.8159, grad_norm: 1.2436 2020-07-23 19:03:59,553 - mmaction - INFO - Epoch [3][2020/3757] lr: 9.997e-02, eta: 4 days, 17:28:40, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.0734, top5_acc: 0.2188, loss_cls: 4.8312, loss: 4.8312, grad_norm: 1.2468 2020-07-23 19:04:10,931 - mmaction - INFO - Epoch [3][2040/3757] lr: 9.997e-02, eta: 4 days, 17:27:27, time: 0.569, data_time: 0.002, memory: 5237, top1_acc: 0.0844, top5_acc: 0.2297, loss_cls: 4.7299, loss: 4.7299, grad_norm: 1.2667 2020-07-23 19:04:22,241 - mmaction - INFO - Epoch [3][2060/3757] lr: 9.997e-02, eta: 4 days, 17:26:09, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.0789, top5_acc: 0.2156, loss_cls: 4.7817, loss: 4.7817, grad_norm: 1.2882 2020-07-23 19:04:33,569 - mmaction - INFO - Epoch [3][2080/3757] lr: 9.997e-02, eta: 4 days, 17:24:52, time: 0.566, data_time: 0.002, memory: 5237, top1_acc: 0.0766, top5_acc: 0.2133, loss_cls: 4.8345, loss: 4.8345, grad_norm: 1.3281 2020-07-23 19:04:44,975 - mmaction - INFO - Epoch [3][2100/3757] lr: 9.997e-02, eta: 4 days, 17:23:41, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.0773, top5_acc: 0.2297, loss_cls: 4.8005, loss: 4.8005, grad_norm: 1.2585 2020-07-23 19:04:56,299 - mmaction - INFO - Epoch [3][2120/3757] lr: 9.997e-02, eta: 4 days, 17:22:25, time: 0.566, data_time: 0.001, memory: 5237, top1_acc: 0.0625, top5_acc: 0.2062, loss_cls: 4.8653, loss: 4.8653, grad_norm: 1.3386 2020-07-23 19:05:07,708 - mmaction - INFO - Epoch [3][2140/3757] lr: 9.997e-02, eta: 4 days, 17:21:15, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.0617, top5_acc: 0.1922, loss_cls: 4.8821, loss: 4.8821, grad_norm: 1.2976 2020-07-23 19:05:18,983 - mmaction - INFO - Epoch [3][2160/3757] lr: 9.997e-02, eta: 4 days, 17:19:57, time: 0.564, data_time: 0.003, memory: 5237, top1_acc: 0.0773, top5_acc: 0.2313, loss_cls: 4.7567, loss: 4.7567, grad_norm: 1.2841 2020-07-23 19:05:30,377 - mmaction - INFO - Epoch [3][2180/3757] lr: 9.997e-02, eta: 4 days, 17:18:46, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.0789, top5_acc: 0.2297, loss_cls: 4.7299, loss: 4.7299, grad_norm: 1.2847 2020-07-23 19:05:41,680 - mmaction - INFO - Epoch [3][2200/3757] lr: 9.997e-02, eta: 4 days, 17:17:29, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.0852, top5_acc: 0.2172, loss_cls: 4.7688, loss: 4.7688, grad_norm: 1.2439 2020-07-23 19:05:53,036 - mmaction - INFO - Epoch [3][2220/3757] lr: 9.997e-02, eta: 4 days, 17:16:16, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.0867, top5_acc: 0.2156, loss_cls: 4.7919, loss: 4.7919, grad_norm: 1.3261 2020-07-23 19:06:04,453 - mmaction - INFO - Epoch [3][2240/3757] lr: 9.997e-02, eta: 4 days, 17:15:08, time: 0.571, data_time: 0.003, memory: 5237, top1_acc: 0.0813, top5_acc: 0.2258, loss_cls: 4.7521, loss: 4.7521, grad_norm: 1.3831 2020-07-23 19:06:15,855 - mmaction - INFO - Epoch [3][2260/3757] lr: 9.997e-02, eta: 4 days, 17:13:59, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.0773, top5_acc: 0.2250, loss_cls: 4.8044, loss: 4.8044, grad_norm: 1.2919 2020-07-23 19:06:27,270 - mmaction - INFO - Epoch [3][2280/3757] lr: 9.997e-02, eta: 4 days, 17:12:52, time: 0.571, data_time: 0.003, memory: 5237, top1_acc: 0.0719, top5_acc: 0.2180, loss_cls: 4.8409, loss: 4.8409, grad_norm: 1.2218 2020-07-23 19:06:38,587 - mmaction - INFO - Epoch [3][2300/3757] lr: 9.997e-02, eta: 4 days, 17:11:38, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.0852, top5_acc: 0.2219, loss_cls: 4.7532, loss: 4.7532, grad_norm: 1.2320 2020-07-23 19:06:49,909 - mmaction - INFO - Epoch [3][2320/3757] lr: 9.997e-02, eta: 4 days, 17:10:24, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.0625, top5_acc: 0.1852, loss_cls: 4.8691, loss: 4.8691, grad_norm: 1.2477 2020-07-23 19:07:01,299 - mmaction - INFO - Epoch [3][2340/3757] lr: 9.997e-02, eta: 4 days, 17:09:14, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.0680, top5_acc: 0.2258, loss_cls: 4.7714, loss: 4.7714, grad_norm: 1.2614 2020-07-23 19:07:12,684 - mmaction - INFO - Epoch [3][2360/3757] lr: 9.997e-02, eta: 4 days, 17:08:05, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.0750, top5_acc: 0.2242, loss_cls: 4.8155, loss: 4.8155, grad_norm: 1.2575 2020-07-23 19:07:24,014 - mmaction - INFO - Epoch [3][2380/3757] lr: 9.997e-02, eta: 4 days, 17:06:53, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.0805, top5_acc: 0.2070, loss_cls: 4.8374, loss: 4.8374, grad_norm: 1.2125 2020-07-23 19:07:35,314 - mmaction - INFO - Epoch [3][2400/3757] lr: 9.997e-02, eta: 4 days, 17:05:39, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.0719, top5_acc: 0.2055, loss_cls: 4.8272, loss: 4.8272, grad_norm: 1.2230 2020-07-23 19:07:46,629 - mmaction - INFO - Epoch [3][2420/3757] lr: 9.997e-02, eta: 4 days, 17:04:26, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.0750, top5_acc: 0.2258, loss_cls: 4.7265, loss: 4.7265, grad_norm: 1.2369 2020-07-23 19:07:57,995 - mmaction - INFO - Epoch [3][2440/3757] lr: 9.997e-02, eta: 4 days, 17:03:17, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.0836, top5_acc: 0.2250, loss_cls: 4.7606, loss: 4.7606, grad_norm: 1.2662 2020-07-23 19:08:09,296 - mmaction - INFO - Epoch [3][2460/3757] lr: 9.997e-02, eta: 4 days, 17:02:03, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.0891, top5_acc: 0.2383, loss_cls: 4.7024, loss: 4.7024, grad_norm: 1.2745 2020-07-23 19:08:20,717 - mmaction - INFO - Epoch [3][2480/3757] lr: 9.997e-02, eta: 4 days, 17:00:59, time: 0.572, data_time: 0.003, memory: 5237, top1_acc: 0.0844, top5_acc: 0.2320, loss_cls: 4.7759, loss: 4.7759, grad_norm: 1.3382 2020-07-23 19:08:32,084 - mmaction - INFO - Epoch [3][2500/3757] lr: 9.997e-02, eta: 4 days, 16:59:50, time: 0.568, data_time: 0.002, memory: 5237, top1_acc: 0.0820, top5_acc: 0.2242, loss_cls: 4.7651, loss: 4.7651, grad_norm: 1.3572 2020-07-23 19:08:43,385 - mmaction - INFO - Epoch [3][2520/3757] lr: 9.997e-02, eta: 4 days, 16:58:37, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.0641, top5_acc: 0.2172, loss_cls: 4.8038, loss: 4.8038, grad_norm: 1.2629 2020-07-23 19:08:54,718 - mmaction - INFO - Epoch [3][2540/3757] lr: 9.997e-02, eta: 4 days, 16:57:27, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.0664, top5_acc: 0.2086, loss_cls: 4.8301, loss: 4.8301, grad_norm: 1.2392 2020-07-23 19:09:06,058 - mmaction - INFO - Epoch [3][2560/3757] lr: 9.997e-02, eta: 4 days, 16:56:17, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.0734, top5_acc: 0.2109, loss_cls: 4.7517, loss: 4.7517, grad_norm: 1.2172 2020-07-23 19:09:17,336 - mmaction - INFO - Epoch [3][2580/3757] lr: 9.997e-02, eta: 4 days, 16:55:04, time: 0.564, data_time: 0.003, memory: 5237, top1_acc: 0.0766, top5_acc: 0.2156, loss_cls: 4.7991, loss: 4.7991, grad_norm: 1.2304 2020-07-23 19:09:28,641 - mmaction - INFO - Epoch [3][2600/3757] lr: 9.997e-02, eta: 4 days, 16:53:52, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.0688, top5_acc: 0.2125, loss_cls: 4.8091, loss: 4.8091, grad_norm: 1.2531 2020-07-23 19:09:40,005 - mmaction - INFO - Epoch [3][2620/3757] lr: 9.997e-02, eta: 4 days, 16:52:45, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.0734, top5_acc: 0.2227, loss_cls: 4.8021, loss: 4.8021, grad_norm: 1.2643 2020-07-23 19:09:51,319 - mmaction - INFO - Epoch [3][2640/3757] lr: 9.997e-02, eta: 4 days, 16:51:35, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.0750, top5_acc: 0.2180, loss_cls: 4.8185, loss: 4.8185, grad_norm: 1.2557 2020-07-23 19:10:02,700 - mmaction - INFO - Epoch [3][2660/3757] lr: 9.997e-02, eta: 4 days, 16:50:29, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.0766, top5_acc: 0.2391, loss_cls: 4.7299, loss: 4.7299, grad_norm: 1.2507 2020-07-23 19:10:13,993 - mmaction - INFO - Epoch [3][2680/3757] lr: 9.997e-02, eta: 4 days, 16:49:17, time: 0.564, data_time: 0.001, memory: 5237, top1_acc: 0.0797, top5_acc: 0.2211, loss_cls: 4.7998, loss: 4.7998, grad_norm: 1.2631 2020-07-23 19:10:25,244 - mmaction - INFO - Epoch [3][2700/3757] lr: 9.997e-02, eta: 4 days, 16:48:04, time: 0.563, data_time: 0.003, memory: 5237, top1_acc: 0.0906, top5_acc: 0.2375, loss_cls: 4.6739, loss: 4.6739, grad_norm: 1.2535 2020-07-23 19:10:36,537 - mmaction - INFO - Epoch [3][2720/3757] lr: 9.997e-02, eta: 4 days, 16:46:53, time: 0.564, data_time: 0.003, memory: 5237, top1_acc: 0.0828, top5_acc: 0.2398, loss_cls: 4.7299, loss: 4.7299, grad_norm: 1.3981 2020-07-23 19:10:47,865 - mmaction - INFO - Epoch [3][2740/3757] lr: 9.997e-02, eta: 4 days, 16:45:44, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.0625, top5_acc: 0.2047, loss_cls: 4.8561, loss: 4.8561, grad_norm: 1.2905 2020-07-23 19:10:59,090 - mmaction - INFO - Epoch [3][2760/3757] lr: 9.997e-02, eta: 4 days, 16:44:29, time: 0.561, data_time: 0.003, memory: 5237, top1_acc: 0.0984, top5_acc: 0.2445, loss_cls: 4.7041, loss: 4.7041, grad_norm: 1.2628 2020-07-23 19:11:10,466 - mmaction - INFO - Epoch [3][2780/3757] lr: 9.997e-02, eta: 4 days, 16:43:25, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.0773, top5_acc: 0.2281, loss_cls: 4.7621, loss: 4.7621, grad_norm: 1.3276 2020-07-23 19:11:21,799 - mmaction - INFO - Epoch [3][2800/3757] lr: 9.997e-02, eta: 4 days, 16:42:17, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.0734, top5_acc: 0.2109, loss_cls: 4.8147, loss: 4.8147, grad_norm: 1.2513 2020-07-23 19:11:33,216 - mmaction - INFO - Epoch [3][2820/3757] lr: 9.997e-02, eta: 4 days, 16:41:15, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.0766, top5_acc: 0.2328, loss_cls: 4.7215, loss: 4.7215, grad_norm: 1.2951 2020-07-23 19:11:44,522 - mmaction - INFO - Epoch [3][2840/3757] lr: 9.997e-02, eta: 4 days, 16:40:08, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.0844, top5_acc: 0.2258, loss_cls: 4.7633, loss: 4.7633, grad_norm: 1.2616 2020-07-23 19:11:55,836 - mmaction - INFO - Epoch [3][2860/3757] lr: 9.997e-02, eta: 4 days, 16:38:59, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.0805, top5_acc: 0.2195, loss_cls: 4.7790, loss: 4.7790, grad_norm: 1.2406 2020-07-23 19:12:07,255 - mmaction - INFO - Epoch [3][2880/3757] lr: 9.997e-02, eta: 4 days, 16:37:58, time: 0.571, data_time: 0.003, memory: 5237, top1_acc: 0.0789, top5_acc: 0.2266, loss_cls: 4.7367, loss: 4.7367, grad_norm: 1.3244 2020-07-23 19:12:18,532 - mmaction - INFO - Epoch [3][2900/3757] lr: 9.997e-02, eta: 4 days, 16:36:49, time: 0.564, data_time: 0.003, memory: 5237, top1_acc: 0.0891, top5_acc: 0.2258, loss_cls: 4.7225, loss: 4.7225, grad_norm: 1.2939 2020-07-23 19:12:29,827 - mmaction - INFO - Epoch [3][2920/3757] lr: 9.997e-02, eta: 4 days, 16:35:40, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.0750, top5_acc: 0.2141, loss_cls: 4.8325, loss: 4.8325, grad_norm: 1.2818 2020-07-23 19:12:41,176 - mmaction - INFO - Epoch [3][2940/3757] lr: 9.997e-02, eta: 4 days, 16:34:35, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.0703, top5_acc: 0.2109, loss_cls: 4.8591, loss: 4.8591, grad_norm: 1.2158 2020-07-23 19:12:52,393 - mmaction - INFO - Epoch [3][2960/3757] lr: 9.997e-02, eta: 4 days, 16:33:22, time: 0.561, data_time: 0.003, memory: 5237, top1_acc: 0.0688, top5_acc: 0.2102, loss_cls: 4.7916, loss: 4.7916, grad_norm: 1.2462 2020-07-23 19:13:03,768 - mmaction - INFO - Epoch [3][2980/3757] lr: 9.997e-02, eta: 4 days, 16:32:19, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.0711, top5_acc: 0.2227, loss_cls: 4.7568, loss: 4.7568, grad_norm: 1.2275 2020-07-23 19:13:15,095 - mmaction - INFO - Epoch [3][3000/3757] lr: 9.997e-02, eta: 4 days, 16:31:14, time: 0.567, data_time: 0.004, memory: 5237, top1_acc: 0.0703, top5_acc: 0.2156, loss_cls: 4.8503, loss: 4.8503, grad_norm: 1.2467 2020-07-23 19:13:26,435 - mmaction - INFO - Epoch [3][3020/3757] lr: 9.997e-02, eta: 4 days, 16:30:10, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.0820, top5_acc: 0.2172, loss_cls: 4.7625, loss: 4.7625, grad_norm: 1.2403 2020-07-23 19:13:37,729 - mmaction - INFO - Epoch [3][3040/3757] lr: 9.997e-02, eta: 4 days, 16:29:01, time: 0.564, data_time: 0.003, memory: 5237, top1_acc: 0.0828, top5_acc: 0.2477, loss_cls: 4.6900, loss: 4.6900, grad_norm: 1.2853 2020-07-23 19:13:48,948 - mmaction - INFO - Epoch [3][3060/3757] lr: 9.997e-02, eta: 4 days, 16:27:51, time: 0.562, data_time: 0.003, memory: 5237, top1_acc: 0.0828, top5_acc: 0.2320, loss_cls: 4.7451, loss: 4.7451, grad_norm: 1.2936 2020-07-23 19:14:00,316 - mmaction - INFO - Epoch [3][3080/3757] lr: 9.997e-02, eta: 4 days, 16:26:48, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.0938, top5_acc: 0.2484, loss_cls: 4.7095, loss: 4.7095, grad_norm: 1.2757 2020-07-23 19:14:11,600 - mmaction - INFO - Epoch [3][3100/3757] lr: 9.997e-02, eta: 4 days, 16:25:41, time: 0.564, data_time: 0.002, memory: 5237, top1_acc: 0.0914, top5_acc: 0.2437, loss_cls: 4.7372, loss: 4.7372, grad_norm: 1.2764 2020-07-23 19:14:22,820 - mmaction - INFO - Epoch [3][3120/3757] lr: 9.997e-02, eta: 4 days, 16:24:30, time: 0.561, data_time: 0.003, memory: 5237, top1_acc: 0.0984, top5_acc: 0.2477, loss_cls: 4.7095, loss: 4.7095, grad_norm: 1.3082 2020-07-23 19:14:34,165 - mmaction - INFO - Epoch [3][3140/3757] lr: 9.997e-02, eta: 4 days, 16:23:26, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.0789, top5_acc: 0.2469, loss_cls: 4.7851, loss: 4.7851, grad_norm: 1.2955 2020-07-23 19:14:46,665 - mmaction - INFO - Epoch [3][3160/3757] lr: 9.997e-02, eta: 4 days, 16:23:36, time: 0.626, data_time: 0.003, memory: 5237, top1_acc: 0.0969, top5_acc: 0.2531, loss_cls: 4.6905, loss: 4.6905, grad_norm: 1.2867 2020-07-23 19:14:59,195 - mmaction - INFO - Epoch [3][3180/3757] lr: 9.997e-02, eta: 4 days, 16:23:47, time: 0.626, data_time: 0.002, memory: 5237, top1_acc: 0.0766, top5_acc: 0.2313, loss_cls: 4.7510, loss: 4.7510, grad_norm: 1.2937 2020-07-23 19:15:10,439 - mmaction - INFO - Epoch [3][3200/3757] lr: 9.997e-02, eta: 4 days, 16:22:38, time: 0.562, data_time: 0.003, memory: 5237, top1_acc: 0.0797, top5_acc: 0.2203, loss_cls: 4.7897, loss: 4.7897, grad_norm: 1.1819 2020-07-23 19:15:21,743 - mmaction - INFO - Epoch [3][3220/3757] lr: 9.997e-02, eta: 4 days, 16:21:33, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.0836, top5_acc: 0.2492, loss_cls: 4.6404, loss: 4.6404, grad_norm: 1.2533 2020-07-23 19:15:33,072 - mmaction - INFO - Epoch [3][3240/3757] lr: 9.997e-02, eta: 4 days, 16:20:30, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.0836, top5_acc: 0.2367, loss_cls: 4.7016, loss: 4.7016, grad_norm: 1.2984 2020-07-23 19:15:44,380 - mmaction - INFO - Epoch [3][3260/3757] lr: 9.997e-02, eta: 4 days, 16:19:25, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.0813, top5_acc: 0.2336, loss_cls: 4.7623, loss: 4.7623, grad_norm: 1.2640 2020-07-23 19:15:55,798 - mmaction - INFO - Epoch [3][3280/3757] lr: 9.997e-02, eta: 4 days, 16:18:28, time: 0.571, data_time: 0.003, memory: 5237, top1_acc: 0.0781, top5_acc: 0.2414, loss_cls: 4.6875, loss: 4.6875, grad_norm: 1.2885 2020-07-23 19:16:07,068 - mmaction - INFO - Epoch [3][3300/3757] lr: 9.997e-02, eta: 4 days, 16:17:21, time: 0.564, data_time: 0.002, memory: 5237, top1_acc: 0.0758, top5_acc: 0.2203, loss_cls: 4.7848, loss: 4.7848, grad_norm: 1.3337 2020-07-23 19:16:19,400 - mmaction - INFO - Epoch [3][3320/3757] lr: 9.997e-02, eta: 4 days, 16:17:20, time: 0.617, data_time: 0.003, memory: 5237, top1_acc: 0.0836, top5_acc: 0.2367, loss_cls: 4.7395, loss: 4.7395, grad_norm: 1.2346 2020-07-23 19:16:33,023 - mmaction - INFO - Epoch [3][3340/3757] lr: 9.997e-02, eta: 4 days, 16:18:38, time: 0.681, data_time: 0.060, memory: 5237, top1_acc: 0.0875, top5_acc: 0.2328, loss_cls: 4.7450, loss: 4.7450, grad_norm: 1.2513 2020-07-23 19:16:45,269 - mmaction - INFO - Epoch [3][3360/3757] lr: 9.997e-02, eta: 4 days, 16:18:31, time: 0.612, data_time: 0.003, memory: 5237, top1_acc: 0.0852, top5_acc: 0.2180, loss_cls: 4.7400, loss: 4.7400, grad_norm: 1.2629 2020-07-23 19:16:56,513 - mmaction - INFO - Epoch [3][3380/3757] lr: 9.997e-02, eta: 4 days, 16:17:24, time: 0.563, data_time: 0.003, memory: 5237, top1_acc: 0.0758, top5_acc: 0.2180, loss_cls: 4.7601, loss: 4.7601, grad_norm: 1.3430 2020-07-23 19:17:07,886 - mmaction - INFO - Epoch [3][3400/3757] lr: 9.997e-02, eta: 4 days, 16:16:25, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.0883, top5_acc: 0.2516, loss_cls: 4.6725, loss: 4.6725, grad_norm: 1.2813 2020-07-23 19:17:19,181 - mmaction - INFO - Epoch [3][3420/3757] lr: 9.997e-02, eta: 4 days, 16:15:21, time: 0.565, data_time: 0.002, memory: 5237, top1_acc: 0.0680, top5_acc: 0.2234, loss_cls: 4.7614, loss: 4.7614, grad_norm: 1.2899 2020-07-23 19:17:30,504 - mmaction - INFO - Epoch [3][3440/3757] lr: 9.997e-02, eta: 4 days, 16:14:18, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.0773, top5_acc: 0.2445, loss_cls: 4.7228, loss: 4.7228, grad_norm: 1.2570 2020-07-23 19:17:41,870 - mmaction - INFO - Epoch [3][3460/3757] lr: 9.997e-02, eta: 4 days, 16:13:19, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.0766, top5_acc: 0.2398, loss_cls: 4.7820, loss: 4.7820, grad_norm: 1.3505 2020-07-23 19:17:53,138 - mmaction - INFO - Epoch [3][3480/3757] lr: 9.997e-02, eta: 4 days, 16:12:14, time: 0.563, data_time: 0.003, memory: 5237, top1_acc: 0.0820, top5_acc: 0.2172, loss_cls: 4.7641, loss: 4.7641, grad_norm: 1.2986 2020-07-23 19:18:04,500 - mmaction - INFO - Epoch [3][3500/3757] lr: 9.997e-02, eta: 4 days, 16:11:15, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.0781, top5_acc: 0.2313, loss_cls: 4.7718, loss: 4.7718, grad_norm: 1.2778 2020-07-23 19:18:15,882 - mmaction - INFO - Epoch [3][3520/3757] lr: 9.997e-02, eta: 4 days, 16:10:17, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.0742, top5_acc: 0.2039, loss_cls: 4.8162, loss: 4.8162, grad_norm: 1.2417 2020-07-23 19:18:27,236 - mmaction - INFO - Epoch [3][3540/3757] lr: 9.997e-02, eta: 4 days, 16:09:17, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.0766, top5_acc: 0.2133, loss_cls: 4.7903, loss: 4.7903, grad_norm: 1.2360 2020-07-23 19:18:38,684 - mmaction - INFO - Epoch [3][3560/3757] lr: 9.997e-02, eta: 4 days, 16:08:23, time: 0.573, data_time: 0.003, memory: 5237, top1_acc: 0.0828, top5_acc: 0.2406, loss_cls: 4.7522, loss: 4.7522, grad_norm: 1.2719 2020-07-23 19:18:51,166 - mmaction - INFO - Epoch [3][3580/3757] lr: 9.997e-02, eta: 4 days, 16:08:31, time: 0.623, data_time: 0.064, memory: 5237, top1_acc: 0.0859, top5_acc: 0.2508, loss_cls: 4.7301, loss: 4.7301, grad_norm: 1.2965 2020-07-23 19:19:08,601 - mmaction - INFO - Epoch [3][3600/3757] lr: 9.997e-02, eta: 4 days, 16:13:36, time: 0.873, data_time: 0.003, memory: 5237, top1_acc: 0.0664, top5_acc: 0.2250, loss_cls: 4.7259, loss: 4.7259, grad_norm: 1.2916 2020-07-23 19:19:20,041 - mmaction - INFO - Epoch [3][3620/3757] lr: 9.997e-02, eta: 4 days, 16:12:42, time: 0.572, data_time: 0.003, memory: 5237, top1_acc: 0.0742, top5_acc: 0.2203, loss_cls: 4.7732, loss: 4.7732, grad_norm: 1.2631 2020-07-23 19:19:31,400 - mmaction - INFO - Epoch [3][3640/3757] lr: 9.997e-02, eta: 4 days, 16:11:43, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.0711, top5_acc: 0.2164, loss_cls: 4.7340, loss: 4.7340, grad_norm: 1.3032 2020-07-23 19:19:42,685 - mmaction - INFO - Epoch [3][3660/3757] lr: 9.997e-02, eta: 4 days, 16:10:40, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.0867, top5_acc: 0.2375, loss_cls: 4.7320, loss: 4.7320, grad_norm: 1.3401 2020-07-23 19:19:54,118 - mmaction - INFO - Epoch [3][3680/3757] lr: 9.997e-02, eta: 4 days, 16:09:45, time: 0.571, data_time: 0.003, memory: 5237, top1_acc: 0.0891, top5_acc: 0.2375, loss_cls: 4.6891, loss: 4.6891, grad_norm: 1.2856 2020-07-23 19:20:05,410 - mmaction - INFO - Epoch [3][3700/3757] lr: 9.997e-02, eta: 4 days, 16:08:43, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.0906, top5_acc: 0.2352, loss_cls: 4.7273, loss: 4.7273, grad_norm: 1.2883 2020-07-23 19:20:16,852 - mmaction - INFO - Epoch [3][3720/3757] lr: 9.997e-02, eta: 4 days, 16:07:48, time: 0.572, data_time: 0.007, memory: 5237, top1_acc: 0.0875, top5_acc: 0.2250, loss_cls: 4.6961, loss: 4.6961, grad_norm: 1.3489 2020-07-23 19:20:28,190 - mmaction - INFO - Epoch [3][3740/3757] lr: 9.997e-02, eta: 4 days, 16:06:49, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.0773, top5_acc: 0.2328, loss_cls: 4.6787, loss: 4.6787, grad_norm: 1.2853 2020-07-23 19:23:46,177 - mmaction - INFO - Epoch [4][20/3757] lr: 9.993e-02, eta: 4 days, 18:41:34, time: 9.024, data_time: 8.302, memory: 5237, top1_acc: 0.0813, top5_acc: 0.2273, loss_cls: 4.7722, loss: 4.7722, grad_norm: 1.2706 2020-07-23 19:23:57,469 - mmaction - INFO - Epoch [4][40/3757] lr: 9.993e-02, eta: 4 days, 18:40:16, time: 0.565, data_time: 0.001, memory: 5237, top1_acc: 0.0805, top5_acc: 0.2266, loss_cls: 4.6750, loss: 4.6750, grad_norm: 1.2911 2020-07-23 19:24:08,681 - mmaction - INFO - Epoch [4][60/3757] lr: 9.993e-02, eta: 4 days, 18:38:52, time: 0.560, data_time: 0.001, memory: 5237, top1_acc: 0.0945, top5_acc: 0.2484, loss_cls: 4.6479, loss: 4.6479, grad_norm: 1.2518 2020-07-23 19:24:19,938 - mmaction - INFO - Epoch [4][80/3757] lr: 9.993e-02, eta: 4 days, 18:37:32, time: 0.563, data_time: 0.002, memory: 5237, top1_acc: 0.0852, top5_acc: 0.2516, loss_cls: 4.7078, loss: 4.7078, grad_norm: 1.3138 2020-07-23 19:24:31,078 - mmaction - INFO - Epoch [4][100/3757] lr: 9.993e-02, eta: 4 days, 18:36:05, time: 0.557, data_time: 0.001, memory: 5237, top1_acc: 0.1023, top5_acc: 0.2531, loss_cls: 4.6624, loss: 4.6624, grad_norm: 1.2467 2020-07-23 19:24:42,262 - mmaction - INFO - Epoch [4][120/3757] lr: 9.993e-02, eta: 4 days, 18:34:41, time: 0.559, data_time: 0.003, memory: 5237, top1_acc: 0.0867, top5_acc: 0.2445, loss_cls: 4.6795, loss: 4.6795, grad_norm: 1.2756 2020-07-23 19:24:53,503 - mmaction - INFO - Epoch [4][140/3757] lr: 9.993e-02, eta: 4 days, 18:33:21, time: 0.562, data_time: 0.003, memory: 5237, top1_acc: 0.0914, top5_acc: 0.2367, loss_cls: 4.6563, loss: 4.6563, grad_norm: 1.2808 2020-07-23 19:25:04,844 - mmaction - INFO - Epoch [4][160/3757] lr: 9.993e-02, eta: 4 days, 18:32:07, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.0813, top5_acc: 0.2414, loss_cls: 4.7020, loss: 4.7020, grad_norm: 1.2656 2020-07-23 19:25:16,124 - mmaction - INFO - Epoch [4][180/3757] lr: 9.993e-02, eta: 4 days, 18:30:49, time: 0.564, data_time: 0.003, memory: 5237, top1_acc: 0.0813, top5_acc: 0.2258, loss_cls: 4.7686, loss: 4.7686, grad_norm: 1.2692 2020-07-23 19:25:27,355 - mmaction - INFO - Epoch [4][200/3757] lr: 9.993e-02, eta: 4 days, 18:29:29, time: 0.561, data_time: 0.003, memory: 5237, top1_acc: 0.0883, top5_acc: 0.2414, loss_cls: 4.7189, loss: 4.7189, grad_norm: 1.3149 2020-07-23 19:25:38,656 - mmaction - INFO - Epoch [4][220/3757] lr: 9.993e-02, eta: 4 days, 18:28:13, time: 0.565, data_time: 0.004, memory: 5237, top1_acc: 0.0734, top5_acc: 0.2344, loss_cls: 4.7520, loss: 4.7520, grad_norm: 1.2727 2020-07-23 19:25:49,922 - mmaction - INFO - Epoch [4][240/3757] lr: 9.993e-02, eta: 4 days, 18:26:54, time: 0.563, data_time: 0.003, memory: 5237, top1_acc: 0.0898, top5_acc: 0.2445, loss_cls: 4.6724, loss: 4.6724, grad_norm: 1.2916 2020-07-23 19:26:01,189 - mmaction - INFO - Epoch [4][260/3757] lr: 9.993e-02, eta: 4 days, 18:25:37, time: 0.564, data_time: 0.004, memory: 5237, top1_acc: 0.0797, top5_acc: 0.2594, loss_cls: 4.6911, loss: 4.6911, grad_norm: 1.2952 2020-07-23 19:26:12,441 - mmaction - INFO - Epoch [4][280/3757] lr: 9.993e-02, eta: 4 days, 18:24:19, time: 0.562, data_time: 0.003, memory: 5237, top1_acc: 0.0852, top5_acc: 0.2398, loss_cls: 4.7469, loss: 4.7469, grad_norm: 1.2722 2020-07-23 19:26:23,750 - mmaction - INFO - Epoch [4][300/3757] lr: 9.993e-02, eta: 4 days, 18:23:05, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.0914, top5_acc: 0.2281, loss_cls: 4.7338, loss: 4.7338, grad_norm: 1.2686 2020-07-23 19:26:35,069 - mmaction - INFO - Epoch [4][320/3757] lr: 9.993e-02, eta: 4 days, 18:21:51, time: 0.566, data_time: 0.002, memory: 5237, top1_acc: 0.0914, top5_acc: 0.2508, loss_cls: 4.6504, loss: 4.6504, grad_norm: 1.2695 2020-07-23 19:26:46,327 - mmaction - INFO - Epoch [4][340/3757] lr: 9.993e-02, eta: 4 days, 18:20:34, time: 0.563, data_time: 0.003, memory: 5237, top1_acc: 0.0961, top5_acc: 0.2664, loss_cls: 4.5821, loss: 4.5821, grad_norm: 1.3229 2020-07-23 19:26:57,682 - mmaction - INFO - Epoch [4][360/3757] lr: 9.993e-02, eta: 4 days, 18:19:23, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.0875, top5_acc: 0.2578, loss_cls: 4.6819, loss: 4.6819, grad_norm: 1.3269 2020-07-23 19:27:08,938 - mmaction - INFO - Epoch [4][380/3757] lr: 9.993e-02, eta: 4 days, 18:18:05, time: 0.562, data_time: 0.003, memory: 5237, top1_acc: 0.0906, top5_acc: 0.2453, loss_cls: 4.7597, loss: 4.7597, grad_norm: 1.3719 2020-07-23 19:27:20,202 - mmaction - INFO - Epoch [4][400/3757] lr: 9.993e-02, eta: 4 days, 18:16:50, time: 0.564, data_time: 0.003, memory: 5237, top1_acc: 0.0828, top5_acc: 0.2414, loss_cls: 4.7120, loss: 4.7120, grad_norm: 1.2425 2020-07-23 19:27:31,474 - mmaction - INFO - Epoch [4][420/3757] lr: 9.993e-02, eta: 4 days, 18:15:34, time: 0.563, data_time: 0.003, memory: 5237, top1_acc: 0.0836, top5_acc: 0.2500, loss_cls: 4.6563, loss: 4.6563, grad_norm: 1.3081 2020-07-23 19:27:42,857 - mmaction - INFO - Epoch [4][440/3757] lr: 9.993e-02, eta: 4 days, 18:14:25, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.0891, top5_acc: 0.2430, loss_cls: 4.6083, loss: 4.6083, grad_norm: 1.3304 2020-07-23 19:27:54,190 - mmaction - INFO - Epoch [4][460/3757] lr: 9.993e-02, eta: 4 days, 18:13:13, time: 0.567, data_time: 0.004, memory: 5237, top1_acc: 0.0844, top5_acc: 0.2336, loss_cls: 4.6990, loss: 4.6990, grad_norm: 1.3427 2020-07-23 19:28:05,560 - mmaction - INFO - Epoch [4][480/3757] lr: 9.993e-02, eta: 4 days, 18:12:04, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.0898, top5_acc: 0.2469, loss_cls: 4.7208, loss: 4.7208, grad_norm: 1.2220 2020-07-23 19:28:16,848 - mmaction - INFO - Epoch [4][500/3757] lr: 9.993e-02, eta: 4 days, 18:10:50, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.0805, top5_acc: 0.2555, loss_cls: 4.6934, loss: 4.6934, grad_norm: 1.3137 2020-07-23 19:28:28,130 - mmaction - INFO - Epoch [4][520/3757] lr: 9.993e-02, eta: 4 days, 18:09:37, time: 0.564, data_time: 0.003, memory: 5237, top1_acc: 0.0820, top5_acc: 0.2125, loss_cls: 4.7570, loss: 4.7570, grad_norm: 1.2651 2020-07-23 19:28:39,459 - mmaction - INFO - Epoch [4][540/3757] lr: 9.993e-02, eta: 4 days, 18:08:26, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.0969, top5_acc: 0.2297, loss_cls: 4.6810, loss: 4.6810, grad_norm: 1.2569 2020-07-23 19:28:50,838 - mmaction - INFO - Epoch [4][560/3757] lr: 9.993e-02, eta: 4 days, 18:07:18, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.1062, top5_acc: 0.2492, loss_cls: 4.6104, loss: 4.6104, grad_norm: 1.2932 2020-07-23 19:29:02,187 - mmaction - INFO - Epoch [4][580/3757] lr: 9.993e-02, eta: 4 days, 18:06:09, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.0820, top5_acc: 0.2289, loss_cls: 4.6690, loss: 4.6690, grad_norm: 1.3384 2020-07-23 19:29:13,497 - mmaction - INFO - Epoch [4][600/3757] lr: 9.993e-02, eta: 4 days, 18:04:57, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.0789, top5_acc: 0.2086, loss_cls: 4.7660, loss: 4.7660, grad_norm: 1.2917 2020-07-23 19:29:24,791 - mmaction - INFO - Epoch [4][620/3757] lr: 9.993e-02, eta: 4 days, 18:03:45, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.0945, top5_acc: 0.2508, loss_cls: 4.6451, loss: 4.6451, grad_norm: 1.2389 2020-07-23 19:29:36,096 - mmaction - INFO - Epoch [4][640/3757] lr: 9.993e-02, eta: 4 days, 18:02:34, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.1039, top5_acc: 0.2562, loss_cls: 4.6512, loss: 4.6512, grad_norm: 1.2893 2020-07-23 19:29:47,343 - mmaction - INFO - Epoch [4][660/3757] lr: 9.993e-02, eta: 4 days, 18:01:19, time: 0.562, data_time: 0.003, memory: 5237, top1_acc: 0.0953, top5_acc: 0.2594, loss_cls: 4.6239, loss: 4.6239, grad_norm: 1.2726 2020-07-23 19:29:58,691 - mmaction - INFO - Epoch [4][680/3757] lr: 9.993e-02, eta: 4 days, 18:00:11, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.0773, top5_acc: 0.2281, loss_cls: 4.7323, loss: 4.7323, grad_norm: 1.2757 2020-07-23 19:30:09,467 - mmaction - INFO - Epoch [4][700/3757] lr: 9.993e-02, eta: 4 days, 17:58:31, time: 0.539, data_time: 0.003, memory: 5237, top1_acc: 0.0938, top5_acc: 0.2242, loss_cls: 4.7188, loss: 4.7188, grad_norm: 1.2667 2020-07-23 19:30:20,785 - mmaction - INFO - Epoch [4][720/3757] lr: 9.993e-02, eta: 4 days, 17:57:21, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.0969, top5_acc: 0.2562, loss_cls: 4.6553, loss: 4.6553, grad_norm: 1.2865 2020-07-23 19:30:32,098 - mmaction - INFO - Epoch [4][740/3757] lr: 9.993e-02, eta: 4 days, 17:56:11, time: 0.566, data_time: 0.004, memory: 5237, top1_acc: 0.0867, top5_acc: 0.2469, loss_cls: 4.6745, loss: 4.6745, grad_norm: 1.3737 2020-07-23 19:30:43,455 - mmaction - INFO - Epoch [4][760/3757] lr: 9.993e-02, eta: 4 days, 17:55:04, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.0758, top5_acc: 0.2367, loss_cls: 4.7154, loss: 4.7154, grad_norm: 1.3322 2020-07-23 19:30:54,602 - mmaction - INFO - Epoch [4][780/3757] lr: 9.993e-02, eta: 4 days, 17:53:46, time: 0.558, data_time: 0.001, memory: 5237, top1_acc: 0.0820, top5_acc: 0.2180, loss_cls: 4.7191, loss: 4.7191, grad_norm: 1.2594 2020-07-23 19:31:06,048 - mmaction - INFO - Epoch [4][800/3757] lr: 9.993e-02, eta: 4 days, 17:52:43, time: 0.571, data_time: 0.003, memory: 5237, top1_acc: 0.0828, top5_acc: 0.2383, loss_cls: 4.6812, loss: 4.6812, grad_norm: 1.3009 2020-07-23 19:31:17,373 - mmaction - INFO - Epoch [4][820/3757] lr: 9.993e-02, eta: 4 days, 17:51:35, time: 0.567, data_time: 0.004, memory: 5237, top1_acc: 0.1023, top5_acc: 0.2648, loss_cls: 4.5899, loss: 4.5899, grad_norm: 1.3105 2020-07-23 19:31:28,710 - mmaction - INFO - Epoch [4][840/3757] lr: 9.993e-02, eta: 4 days, 17:50:28, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.0922, top5_acc: 0.2562, loss_cls: 4.6139, loss: 4.6139, grad_norm: 1.3470 2020-07-23 19:31:40,004 - mmaction - INFO - Epoch [4][860/3757] lr: 9.993e-02, eta: 4 days, 17:49:18, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.0930, top5_acc: 0.2414, loss_cls: 4.6638, loss: 4.6638, grad_norm: 1.2993 2020-07-23 19:31:51,207 - mmaction - INFO - Epoch [4][880/3757] lr: 9.993e-02, eta: 4 days, 17:48:04, time: 0.560, data_time: 0.003, memory: 5237, top1_acc: 0.0781, top5_acc: 0.2328, loss_cls: 4.6843, loss: 4.6843, grad_norm: 1.3012 2020-07-23 19:32:02,506 - mmaction - INFO - Epoch [4][900/3757] lr: 9.993e-02, eta: 4 days, 17:46:54, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.0945, top5_acc: 0.2383, loss_cls: 4.7211, loss: 4.7211, grad_norm: 1.3179 2020-07-23 19:32:13,797 - mmaction - INFO - Epoch [4][920/3757] lr: 9.993e-02, eta: 4 days, 17:45:45, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.0922, top5_acc: 0.2656, loss_cls: 4.6354, loss: 4.6354, grad_norm: 1.3272 2020-07-23 19:32:25,068 - mmaction - INFO - Epoch [4][940/3757] lr: 9.993e-02, eta: 4 days, 17:44:35, time: 0.564, data_time: 0.004, memory: 5237, top1_acc: 0.1031, top5_acc: 0.2383, loss_cls: 4.7158, loss: 4.7158, grad_norm: 1.3242 2020-07-23 19:32:36,324 - mmaction - INFO - Epoch [4][960/3757] lr: 9.993e-02, eta: 4 days, 17:43:24, time: 0.562, data_time: 0.003, memory: 5237, top1_acc: 0.0828, top5_acc: 0.2203, loss_cls: 4.7547, loss: 4.7547, grad_norm: 1.3042 2020-07-23 19:32:47,560 - mmaction - INFO - Epoch [4][980/3757] lr: 9.993e-02, eta: 4 days, 17:42:13, time: 0.562, data_time: 0.002, memory: 5237, top1_acc: 0.0867, top5_acc: 0.2437, loss_cls: 4.6480, loss: 4.6480, grad_norm: 1.2740 2020-07-23 19:32:59,026 - mmaction - INFO - Epoch [4][1000/3757] lr: 9.993e-02, eta: 4 days, 17:41:13, time: 0.573, data_time: 0.003, memory: 5237, top1_acc: 0.0938, top5_acc: 0.2617, loss_cls: 4.6458, loss: 4.6458, grad_norm: 1.3027 2020-07-23 19:33:10,233 - mmaction - INFO - Epoch [4][1020/3757] lr: 9.993e-02, eta: 4 days, 17:40:00, time: 0.561, data_time: 0.003, memory: 5237, top1_acc: 0.0789, top5_acc: 0.2352, loss_cls: 4.7242, loss: 4.7242, grad_norm: 1.3136 2020-07-23 19:33:21,492 - mmaction - INFO - Epoch [4][1040/3757] lr: 9.993e-02, eta: 4 days, 17:38:51, time: 0.563, data_time: 0.003, memory: 5237, top1_acc: 0.0852, top5_acc: 0.2484, loss_cls: 4.6840, loss: 4.6840, grad_norm: 1.3195 2020-07-23 19:33:32,830 - mmaction - INFO - Epoch [4][1060/3757] lr: 9.993e-02, eta: 4 days, 17:37:45, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.1023, top5_acc: 0.2719, loss_cls: 4.5578, loss: 4.5578, grad_norm: 1.3095 2020-07-23 19:33:44,087 - mmaction - INFO - Epoch [4][1080/3757] lr: 9.993e-02, eta: 4 days, 17:36:36, time: 0.563, data_time: 0.003, memory: 5237, top1_acc: 0.0859, top5_acc: 0.2328, loss_cls: 4.7660, loss: 4.7660, grad_norm: 1.3044 2020-07-23 19:33:55,415 - mmaction - INFO - Epoch [4][1100/3757] lr: 9.993e-02, eta: 4 days, 17:35:29, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.0859, top5_acc: 0.2523, loss_cls: 4.6309, loss: 4.6309, grad_norm: 1.2747 2020-07-23 19:34:06,730 - mmaction - INFO - Epoch [4][1120/3757] lr: 9.993e-02, eta: 4 days, 17:34:24, time: 0.567, data_time: 0.004, memory: 5237, top1_acc: 0.0859, top5_acc: 0.2539, loss_cls: 4.6461, loss: 4.6461, grad_norm: 1.2995 2020-07-23 19:34:17,922 - mmaction - INFO - Epoch [4][1140/3757] lr: 9.993e-02, eta: 4 days, 17:33:12, time: 0.560, data_time: 0.001, memory: 5237, top1_acc: 0.1195, top5_acc: 0.2789, loss_cls: 4.5556, loss: 4.5556, grad_norm: 1.3060 2020-07-23 19:34:29,183 - mmaction - INFO - Epoch [4][1160/3757] lr: 9.993e-02, eta: 4 days, 17:32:03, time: 0.563, data_time: 0.002, memory: 5237, top1_acc: 0.1109, top5_acc: 0.2922, loss_cls: 4.5546, loss: 4.5546, grad_norm: 1.3874 2020-07-23 19:34:40,525 - mmaction - INFO - Epoch [4][1180/3757] lr: 9.993e-02, eta: 4 days, 17:30:59, time: 0.567, data_time: 0.004, memory: 5237, top1_acc: 0.0828, top5_acc: 0.2133, loss_cls: 4.7763, loss: 4.7763, grad_norm: 1.3041 2020-07-23 19:34:51,820 - mmaction - INFO - Epoch [4][1200/3757] lr: 9.993e-02, eta: 4 days, 17:29:52, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.0938, top5_acc: 0.2750, loss_cls: 4.6309, loss: 4.6309, grad_norm: 1.2531 2020-07-23 19:35:03,145 - mmaction - INFO - Epoch [4][1220/3757] lr: 9.993e-02, eta: 4 days, 17:28:47, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.1008, top5_acc: 0.2609, loss_cls: 4.6708, loss: 4.6708, grad_norm: 1.2521 2020-07-23 19:35:14,561 - mmaction - INFO - Epoch [4][1240/3757] lr: 9.993e-02, eta: 4 days, 17:27:48, time: 0.571, data_time: 0.004, memory: 5237, top1_acc: 0.0891, top5_acc: 0.2516, loss_cls: 4.6208, loss: 4.6208, grad_norm: 1.2811 2020-07-23 19:35:25,774 - mmaction - INFO - Epoch [4][1260/3757] lr: 9.993e-02, eta: 4 days, 17:26:38, time: 0.561, data_time: 0.003, memory: 5237, top1_acc: 0.0984, top5_acc: 0.2695, loss_cls: 4.5821, loss: 4.5821, grad_norm: 1.3370 2020-07-23 19:35:37,040 - mmaction - INFO - Epoch [4][1280/3757] lr: 9.993e-02, eta: 4 days, 17:25:30, time: 0.563, data_time: 0.003, memory: 5237, top1_acc: 0.0969, top5_acc: 0.2430, loss_cls: 4.6857, loss: 4.6857, grad_norm: 1.3157 2020-07-23 19:35:48,355 - mmaction - INFO - Epoch [4][1300/3757] lr: 9.993e-02, eta: 4 days, 17:24:26, time: 0.566, data_time: 0.002, memory: 5237, top1_acc: 0.0797, top5_acc: 0.2703, loss_cls: 4.6669, loss: 4.6669, grad_norm: 1.3099 2020-07-23 19:35:59,668 - mmaction - INFO - Epoch [4][1320/3757] lr: 9.993e-02, eta: 4 days, 17:23:21, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.0961, top5_acc: 0.2359, loss_cls: 4.6265, loss: 4.6265, grad_norm: 1.3284 2020-07-23 19:36:10,842 - mmaction - INFO - Epoch [4][1340/3757] lr: 9.993e-02, eta: 4 days, 17:22:10, time: 0.559, data_time: 0.003, memory: 5237, top1_acc: 0.0875, top5_acc: 0.2406, loss_cls: 4.7583, loss: 4.7583, grad_norm: 1.3189 2020-07-23 19:36:22,212 - mmaction - INFO - Epoch [4][1360/3757] lr: 9.993e-02, eta: 4 days, 17:21:08, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.0984, top5_acc: 0.2305, loss_cls: 4.7083, loss: 4.7083, grad_norm: 1.2722 2020-07-23 19:36:33,582 - mmaction - INFO - Epoch [4][1380/3757] lr: 9.993e-02, eta: 4 days, 17:20:08, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.0969, top5_acc: 0.2547, loss_cls: 4.6568, loss: 4.6568, grad_norm: 1.2770 2020-07-23 19:36:44,879 - mmaction - INFO - Epoch [4][1400/3757] lr: 9.993e-02, eta: 4 days, 17:19:03, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.0898, top5_acc: 0.2367, loss_cls: 4.6337, loss: 4.6337, grad_norm: 1.2929 2020-07-23 19:36:56,158 - mmaction - INFO - Epoch [4][1420/3757] lr: 9.993e-02, eta: 4 days, 17:17:57, time: 0.564, data_time: 0.003, memory: 5237, top1_acc: 0.0945, top5_acc: 0.2523, loss_cls: 4.6485, loss: 4.6485, grad_norm: 1.3236 2020-07-23 19:37:07,472 - mmaction - INFO - Epoch [4][1440/3757] lr: 9.993e-02, eta: 4 days, 17:16:54, time: 0.565, data_time: 0.004, memory: 5237, top1_acc: 0.0906, top5_acc: 0.2422, loss_cls: 4.6854, loss: 4.6854, grad_norm: 1.3309 2020-07-23 19:37:18,764 - mmaction - INFO - Epoch [4][1460/3757] lr: 9.993e-02, eta: 4 days, 17:15:49, time: 0.564, data_time: 0.003, memory: 5237, top1_acc: 0.0945, top5_acc: 0.2570, loss_cls: 4.6372, loss: 4.6372, grad_norm: 1.2703 2020-07-23 19:37:30,181 - mmaction - INFO - Epoch [4][1480/3757] lr: 9.993e-02, eta: 4 days, 17:14:51, time: 0.570, data_time: 0.004, memory: 5237, top1_acc: 0.0891, top5_acc: 0.2695, loss_cls: 4.6133, loss: 4.6133, grad_norm: 1.2853 2020-07-23 19:37:41,623 - mmaction - INFO - Epoch [4][1500/3757] lr: 9.993e-02, eta: 4 days, 17:13:56, time: 0.573, data_time: 0.003, memory: 5237, top1_acc: 0.0734, top5_acc: 0.2289, loss_cls: 4.7321, loss: 4.7321, grad_norm: 1.3295 2020-07-23 19:37:52,853 - mmaction - INFO - Epoch [4][1520/3757] lr: 9.993e-02, eta: 4 days, 17:12:48, time: 0.561, data_time: 0.003, memory: 5237, top1_acc: 0.0945, top5_acc: 0.2445, loss_cls: 4.6818, loss: 4.6818, grad_norm: 1.2796 2020-07-23 19:38:04,194 - mmaction - INFO - Epoch [4][1540/3757] lr: 9.993e-02, eta: 4 days, 17:11:47, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.1047, top5_acc: 0.2734, loss_cls: 4.5657, loss: 4.5657, grad_norm: 1.3041 2020-07-23 19:38:15,523 - mmaction - INFO - Epoch [4][1560/3757] lr: 9.993e-02, eta: 4 days, 17:10:45, time: 0.567, data_time: 0.004, memory: 5237, top1_acc: 0.0930, top5_acc: 0.2523, loss_cls: 4.6530, loss: 4.6530, grad_norm: 1.3483 2020-07-23 19:38:26,901 - mmaction - INFO - Epoch [4][1580/3757] lr: 9.993e-02, eta: 4 days, 17:09:46, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.0977, top5_acc: 0.2547, loss_cls: 4.6057, loss: 4.6057, grad_norm: 1.3073 2020-07-23 19:38:38,236 - mmaction - INFO - Epoch [4][1600/3757] lr: 9.993e-02, eta: 4 days, 17:08:45, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.0930, top5_acc: 0.2734, loss_cls: 4.5634, loss: 4.5634, grad_norm: 1.3123 2020-07-23 19:38:49,522 - mmaction - INFO - Epoch [4][1620/3757] lr: 9.993e-02, eta: 4 days, 17:07:42, time: 0.564, data_time: 0.002, memory: 5237, top1_acc: 0.1008, top5_acc: 0.2633, loss_cls: 4.6624, loss: 4.6624, grad_norm: 1.3250 2020-07-23 19:39:00,947 - mmaction - INFO - Epoch [4][1640/3757] lr: 9.993e-02, eta: 4 days, 17:06:46, time: 0.571, data_time: 0.003, memory: 5237, top1_acc: 0.1062, top5_acc: 0.2594, loss_cls: 4.5968, loss: 4.5968, grad_norm: 1.3244 2020-07-23 19:39:12,229 - mmaction - INFO - Epoch [4][1660/3757] lr: 9.993e-02, eta: 4 days, 17:05:42, time: 0.564, data_time: 0.003, memory: 5237, top1_acc: 0.0773, top5_acc: 0.2336, loss_cls: 4.7103, loss: 4.7103, grad_norm: 1.3070 2020-07-23 19:39:23,500 - mmaction - INFO - Epoch [4][1680/3757] lr: 9.993e-02, eta: 4 days, 17:04:38, time: 0.563, data_time: 0.004, memory: 5237, top1_acc: 0.0977, top5_acc: 0.2891, loss_cls: 4.5838, loss: 4.5838, grad_norm: 1.3140 2020-07-23 19:39:34,835 - mmaction - INFO - Epoch [4][1700/3757] lr: 9.993e-02, eta: 4 days, 17:03:37, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.0914, top5_acc: 0.2430, loss_cls: 4.7137, loss: 4.7137, grad_norm: 1.2951 2020-07-23 19:39:46,132 - mmaction - INFO - Epoch [4][1720/3757] lr: 9.993e-02, eta: 4 days, 17:02:35, time: 0.565, data_time: 0.004, memory: 5237, top1_acc: 0.0844, top5_acc: 0.2680, loss_cls: 4.6118, loss: 4.6118, grad_norm: 1.2892 2020-07-23 19:39:57,447 - mmaction - INFO - Epoch [4][1740/3757] lr: 9.993e-02, eta: 4 days, 17:01:35, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.0898, top5_acc: 0.2445, loss_cls: 4.6673, loss: 4.6673, grad_norm: 1.3173 2020-07-23 19:40:08,690 - mmaction - INFO - Epoch [4][1760/3757] lr: 9.993e-02, eta: 4 days, 17:00:30, time: 0.562, data_time: 0.003, memory: 5237, top1_acc: 0.0852, top5_acc: 0.2453, loss_cls: 4.6394, loss: 4.6394, grad_norm: 1.2992 2020-07-23 19:40:20,122 - mmaction - INFO - Epoch [4][1780/3757] lr: 9.993e-02, eta: 4 days, 16:59:36, time: 0.572, data_time: 0.003, memory: 5237, top1_acc: 0.0953, top5_acc: 0.2586, loss_cls: 4.6292, loss: 4.6292, grad_norm: 1.3041 2020-07-23 19:40:31,407 - mmaction - INFO - Epoch [4][1800/3757] lr: 9.993e-02, eta: 4 days, 16:58:34, time: 0.564, data_time: 0.003, memory: 5237, top1_acc: 0.0883, top5_acc: 0.2516, loss_cls: 4.6399, loss: 4.6399, grad_norm: 1.3209 2020-07-23 19:40:42,669 - mmaction - INFO - Epoch [4][1820/3757] lr: 9.993e-02, eta: 4 days, 16:57:31, time: 0.563, data_time: 0.003, memory: 5237, top1_acc: 0.0867, top5_acc: 0.2422, loss_cls: 4.6644, loss: 4.6644, grad_norm: 1.3121 2020-07-23 19:40:53,955 - mmaction - INFO - Epoch [4][1840/3757] lr: 9.993e-02, eta: 4 days, 16:56:29, time: 0.564, data_time: 0.003, memory: 5237, top1_acc: 0.1047, top5_acc: 0.2406, loss_cls: 4.6151, loss: 4.6151, grad_norm: 1.2647 2020-07-23 19:41:05,291 - mmaction - INFO - Epoch [4][1860/3757] lr: 9.993e-02, eta: 4 days, 16:55:30, time: 0.567, data_time: 0.002, memory: 5237, top1_acc: 0.1039, top5_acc: 0.2516, loss_cls: 4.6317, loss: 4.6317, grad_norm: 1.3180 2020-07-23 19:41:16,534 - mmaction - INFO - Epoch [4][1880/3757] lr: 9.993e-02, eta: 4 days, 16:54:26, time: 0.562, data_time: 0.001, memory: 5237, top1_acc: 0.0953, top5_acc: 0.2422, loss_cls: 4.7108, loss: 4.7108, grad_norm: 1.2974 2020-07-23 19:41:27,971 - mmaction - INFO - Epoch [4][1900/3757] lr: 9.993e-02, eta: 4 days, 16:53:32, time: 0.572, data_time: 0.003, memory: 5237, top1_acc: 0.0977, top5_acc: 0.2477, loss_cls: 4.6492, loss: 4.6492, grad_norm: 1.2922 2020-07-23 19:41:39,206 - mmaction - INFO - Epoch [4][1920/3757] lr: 9.993e-02, eta: 4 days, 16:52:29, time: 0.562, data_time: 0.003, memory: 5237, top1_acc: 0.0781, top5_acc: 0.2336, loss_cls: 4.7191, loss: 4.7191, grad_norm: 1.3049 2020-07-23 19:41:50,431 - mmaction - INFO - Epoch [4][1940/3757] lr: 9.993e-02, eta: 4 days, 16:51:25, time: 0.561, data_time: 0.003, memory: 5237, top1_acc: 0.0969, top5_acc: 0.2406, loss_cls: 4.6512, loss: 4.6512, grad_norm: 1.2772 2020-07-23 19:42:01,780 - mmaction - INFO - Epoch [4][1960/3757] lr: 9.993e-02, eta: 4 days, 16:50:27, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.0867, top5_acc: 0.2430, loss_cls: 4.7024, loss: 4.7024, grad_norm: 1.2995 2020-07-23 19:42:13,057 - mmaction - INFO - Epoch [4][1980/3757] lr: 9.993e-02, eta: 4 days, 16:49:26, time: 0.564, data_time: 0.002, memory: 5237, top1_acc: 0.0883, top5_acc: 0.2484, loss_cls: 4.7085, loss: 4.7085, grad_norm: 1.2665 2020-07-23 19:42:24,401 - mmaction - INFO - Epoch [4][2000/3757] lr: 9.993e-02, eta: 4 days, 16:48:28, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.1078, top5_acc: 0.2641, loss_cls: 4.6390, loss: 4.6390, grad_norm: 1.2801 2020-07-23 19:42:35,662 - mmaction - INFO - Epoch [4][2020/3757] lr: 9.993e-02, eta: 4 days, 16:47:27, time: 0.564, data_time: 0.004, memory: 5237, top1_acc: 0.0922, top5_acc: 0.2320, loss_cls: 4.6704, loss: 4.6704, grad_norm: 1.3203 2020-07-23 19:42:46,949 - mmaction - INFO - Epoch [4][2040/3757] lr: 9.993e-02, eta: 4 days, 16:46:26, time: 0.564, data_time: 0.003, memory: 5237, top1_acc: 0.0875, top5_acc: 0.2484, loss_cls: 4.6775, loss: 4.6775, grad_norm: 1.3085 2020-07-23 19:42:58,504 - mmaction - INFO - Epoch [4][2060/3757] lr: 9.993e-02, eta: 4 days, 16:45:39, time: 0.577, data_time: 0.002, memory: 5237, top1_acc: 0.0844, top5_acc: 0.2414, loss_cls: 4.7005, loss: 4.7005, grad_norm: 1.2660 2020-07-23 19:43:11,745 - mmaction - INFO - Epoch [4][2080/3757] lr: 9.993e-02, eta: 4 days, 16:46:17, time: 0.663, data_time: 0.002, memory: 5237, top1_acc: 0.1008, top5_acc: 0.2617, loss_cls: 4.6234, loss: 4.6234, grad_norm: 1.3179 2020-07-23 19:43:24,431 - mmaction - INFO - Epoch [4][2100/3757] lr: 9.993e-02, eta: 4 days, 16:46:26, time: 0.634, data_time: 0.001, memory: 5237, top1_acc: 0.0867, top5_acc: 0.2500, loss_cls: 4.5937, loss: 4.5937, grad_norm: 1.3192 2020-07-23 19:43:37,308 - mmaction - INFO - Epoch [4][2120/3757] lr: 9.993e-02, eta: 4 days, 16:46:44, time: 0.643, data_time: 0.002, memory: 5237, top1_acc: 0.0969, top5_acc: 0.2594, loss_cls: 4.5766, loss: 4.5766, grad_norm: 1.2916 2020-07-23 19:43:49,973 - mmaction - INFO - Epoch [4][2140/3757] lr: 9.993e-02, eta: 4 days, 16:46:53, time: 0.634, data_time: 0.003, memory: 5237, top1_acc: 0.1000, top5_acc: 0.2664, loss_cls: 4.5977, loss: 4.5977, grad_norm: 1.2776 2020-07-23 19:44:03,965 - mmaction - INFO - Epoch [4][2160/3757] lr: 9.993e-02, eta: 4 days, 16:48:07, time: 0.700, data_time: 0.002, memory: 5237, top1_acc: 0.1031, top5_acc: 0.2594, loss_cls: 4.6132, loss: 4.6132, grad_norm: 1.3070 2020-07-23 19:44:16,645 - mmaction - INFO - Epoch [4][2180/3757] lr: 9.993e-02, eta: 4 days, 16:48:15, time: 0.634, data_time: 0.002, memory: 5237, top1_acc: 0.0852, top5_acc: 0.2422, loss_cls: 4.6827, loss: 4.6827, grad_norm: 1.3446 2020-07-23 19:44:29,233 - mmaction - INFO - Epoch [4][2200/3757] lr: 9.993e-02, eta: 4 days, 16:48:20, time: 0.630, data_time: 0.002, memory: 5237, top1_acc: 0.1055, top5_acc: 0.2812, loss_cls: 4.5580, loss: 4.5580, grad_norm: 1.3175 2020-07-23 19:44:42,194 - mmaction - INFO - Epoch [4][2220/3757] lr: 9.993e-02, eta: 4 days, 16:48:42, time: 0.647, data_time: 0.001, memory: 5237, top1_acc: 0.1023, top5_acc: 0.2617, loss_cls: 4.6178, loss: 4.6178, grad_norm: 1.3431 2020-07-23 19:44:55,946 - mmaction - INFO - Epoch [4][2240/3757] lr: 9.993e-02, eta: 4 days, 16:49:44, time: 0.689, data_time: 0.002, memory: 5237, top1_acc: 0.1008, top5_acc: 0.2477, loss_cls: 4.6262, loss: 4.6262, grad_norm: 1.3189 2020-07-23 19:45:09,012 - mmaction - INFO - Epoch [4][2260/3757] lr: 9.993e-02, eta: 4 days, 16:50:11, time: 0.653, data_time: 0.001, memory: 5237, top1_acc: 0.0953, top5_acc: 0.2344, loss_cls: 4.6415, loss: 4.6415, grad_norm: 1.3638 2020-07-23 19:45:22,660 - mmaction - INFO - Epoch [4][2280/3757] lr: 9.993e-02, eta: 4 days, 16:51:07, time: 0.683, data_time: 0.002, memory: 5237, top1_acc: 0.0914, top5_acc: 0.2445, loss_cls: 4.6691, loss: 4.6691, grad_norm: 1.3051 2020-07-23 19:45:36,577 - mmaction - INFO - Epoch [4][2300/3757] lr: 9.993e-02, eta: 4 days, 16:52:15, time: 0.696, data_time: 0.001, memory: 5237, top1_acc: 0.0875, top5_acc: 0.2445, loss_cls: 4.6468, loss: 4.6468, grad_norm: 1.2910 2020-07-23 19:45:49,522 - mmaction - INFO - Epoch [4][2320/3757] lr: 9.993e-02, eta: 4 days, 16:52:35, time: 0.646, data_time: 0.001, memory: 5237, top1_acc: 0.0984, top5_acc: 0.2578, loss_cls: 4.6430, loss: 4.6430, grad_norm: 1.3000 2020-07-23 19:46:03,646 - mmaction - INFO - Epoch [4][2340/3757] lr: 9.993e-02, eta: 4 days, 16:53:54, time: 0.707, data_time: 0.002, memory: 5237, top1_acc: 0.0938, top5_acc: 0.2547, loss_cls: 4.6212, loss: 4.6212, grad_norm: 1.3174 2020-07-23 19:46:17,566 - mmaction - INFO - Epoch [4][2360/3757] lr: 9.993e-02, eta: 4 days, 16:55:02, time: 0.697, data_time: 0.002, memory: 5237, top1_acc: 0.0953, top5_acc: 0.2555, loss_cls: 4.6282, loss: 4.6282, grad_norm: 1.3377 2020-07-23 19:46:30,767 - mmaction - INFO - Epoch [4][2380/3757] lr: 9.993e-02, eta: 4 days, 16:55:35, time: 0.660, data_time: 0.001, memory: 5237, top1_acc: 0.1070, top5_acc: 0.2656, loss_cls: 4.5569, loss: 4.5569, grad_norm: 1.3687 2020-07-23 19:46:44,451 - mmaction - INFO - Epoch [4][2400/3757] lr: 9.993e-02, eta: 4 days, 16:56:31, time: 0.684, data_time: 0.001, memory: 5237, top1_acc: 0.0859, top5_acc: 0.2359, loss_cls: 4.6802, loss: 4.6802, grad_norm: 1.3659 2020-07-23 19:46:58,547 - mmaction - INFO - Epoch [4][2420/3757] lr: 9.993e-02, eta: 4 days, 16:57:48, time: 0.705, data_time: 0.002, memory: 5237, top1_acc: 0.0898, top5_acc: 0.2422, loss_cls: 4.6378, loss: 4.6378, grad_norm: 1.3135 2020-07-23 19:47:12,053 - mmaction - INFO - Epoch [4][2440/3757] lr: 9.993e-02, eta: 4 days, 16:58:34, time: 0.674, data_time: 0.001, memory: 5237, top1_acc: 0.0992, top5_acc: 0.2805, loss_cls: 4.5826, loss: 4.5826, grad_norm: 1.3105 2020-07-23 19:47:25,878 - mmaction - INFO - Epoch [4][2460/3757] lr: 9.993e-02, eta: 4 days, 16:59:37, time: 0.692, data_time: 0.003, memory: 5237, top1_acc: 0.0906, top5_acc: 0.2648, loss_cls: 4.6046, loss: 4.6046, grad_norm: 1.2930 2020-07-23 19:47:38,839 - mmaction - INFO - Epoch [4][2480/3757] lr: 9.993e-02, eta: 4 days, 16:59:57, time: 0.647, data_time: 0.001, memory: 5237, top1_acc: 0.1055, top5_acc: 0.2766, loss_cls: 4.5482, loss: 4.5482, grad_norm: 1.3277 2020-07-23 19:47:53,430 - mmaction - INFO - Epoch [4][2500/3757] lr: 9.993e-02, eta: 4 days, 17:01:35, time: 0.729, data_time: 0.002, memory: 5237, top1_acc: 0.0992, top5_acc: 0.2750, loss_cls: 4.5642, loss: 4.5642, grad_norm: 1.3492 2020-07-23 19:48:06,317 - mmaction - INFO - Epoch [4][2520/3757] lr: 9.993e-02, eta: 4 days, 17:01:52, time: 0.645, data_time: 0.003, memory: 5237, top1_acc: 0.0984, top5_acc: 0.2477, loss_cls: 4.6318, loss: 4.6318, grad_norm: 1.3890 2020-07-23 19:48:19,064 - mmaction - INFO - Epoch [4][2540/3757] lr: 9.993e-02, eta: 4 days, 17:02:03, time: 0.638, data_time: 0.002, memory: 5237, top1_acc: 0.0914, top5_acc: 0.2523, loss_cls: 4.6534, loss: 4.6534, grad_norm: 1.3488 2020-07-23 19:48:33,245 - mmaction - INFO - Epoch [4][2560/3757] lr: 9.993e-02, eta: 4 days, 17:03:21, time: 0.708, data_time: 0.002, memory: 5237, top1_acc: 0.0813, top5_acc: 0.2430, loss_cls: 4.6454, loss: 4.6454, grad_norm: 1.3011 2020-07-23 19:48:46,716 - mmaction - INFO - Epoch [4][2580/3757] lr: 9.993e-02, eta: 4 days, 17:04:06, time: 0.674, data_time: 0.002, memory: 5237, top1_acc: 0.0906, top5_acc: 0.2562, loss_cls: 4.6332, loss: 4.6332, grad_norm: 1.3020 2020-07-23 19:49:00,384 - mmaction - INFO - Epoch [4][2600/3757] lr: 9.993e-02, eta: 4 days, 17:04:58, time: 0.683, data_time: 0.001, memory: 5237, top1_acc: 0.0938, top5_acc: 0.2523, loss_cls: 4.6291, loss: 4.6291, grad_norm: 1.2987 2020-07-23 19:49:14,849 - mmaction - INFO - Epoch [4][2620/3757] lr: 9.993e-02, eta: 4 days, 17:06:31, time: 0.724, data_time: 0.002, memory: 5237, top1_acc: 0.1000, top5_acc: 0.2570, loss_cls: 4.6696, loss: 4.6696, grad_norm: 1.2561 2020-07-23 19:49:27,946 - mmaction - INFO - Epoch [4][2640/3757] lr: 9.993e-02, eta: 4 days, 17:06:56, time: 0.655, data_time: 0.001, memory: 5237, top1_acc: 0.1055, top5_acc: 0.2664, loss_cls: 4.6015, loss: 4.6015, grad_norm: 1.3048 2020-07-23 19:49:41,901 - mmaction - INFO - Epoch [4][2660/3757] lr: 9.993e-02, eta: 4 days, 17:08:02, time: 0.697, data_time: 0.002, memory: 5237, top1_acc: 0.1070, top5_acc: 0.2766, loss_cls: 4.5897, loss: 4.5897, grad_norm: 1.3243 2020-07-23 19:49:54,572 - mmaction - INFO - Epoch [4][2680/3757] lr: 9.993e-02, eta: 4 days, 17:08:08, time: 0.634, data_time: 0.003, memory: 5237, top1_acc: 0.0805, top5_acc: 0.2422, loss_cls: 4.6285, loss: 4.6285, grad_norm: 1.3125 2020-07-23 19:50:08,573 - mmaction - INFO - Epoch [4][2700/3757] lr: 9.993e-02, eta: 4 days, 17:09:16, time: 0.700, data_time: 0.002, memory: 5237, top1_acc: 0.0984, top5_acc: 0.2812, loss_cls: 4.6097, loss: 4.6097, grad_norm: 1.3077 2020-07-23 19:50:21,813 - mmaction - INFO - Epoch [4][2720/3757] lr: 9.993e-02, eta: 4 days, 17:09:49, time: 0.662, data_time: 0.002, memory: 5237, top1_acc: 0.1172, top5_acc: 0.2789, loss_cls: 4.5785, loss: 4.5785, grad_norm: 1.3069 2020-07-23 19:50:34,707 - mmaction - INFO - Epoch [4][2740/3757] lr: 9.993e-02, eta: 4 days, 17:10:03, time: 0.644, data_time: 0.002, memory: 5237, top1_acc: 0.0930, top5_acc: 0.2578, loss_cls: 4.6190, loss: 4.6190, grad_norm: 1.2960 2020-07-23 19:50:48,327 - mmaction - INFO - Epoch [4][2760/3757] lr: 9.993e-02, eta: 4 days, 17:10:54, time: 0.682, data_time: 0.002, memory: 5237, top1_acc: 0.0977, top5_acc: 0.2695, loss_cls: 4.5536, loss: 4.5536, grad_norm: 1.3328 2020-07-23 19:51:01,859 - mmaction - INFO - Epoch [4][2780/3757] lr: 9.993e-02, eta: 4 days, 17:11:39, time: 0.676, data_time: 0.003, memory: 5237, top1_acc: 0.0992, top5_acc: 0.2492, loss_cls: 4.6351, loss: 4.6351, grad_norm: 1.3363 2020-07-23 19:51:14,855 - mmaction - INFO - Epoch [4][2800/3757] lr: 9.993e-02, eta: 4 days, 17:11:59, time: 0.650, data_time: 0.002, memory: 5237, top1_acc: 0.0992, top5_acc: 0.2523, loss_cls: 4.5983, loss: 4.5983, grad_norm: 1.2962 2020-07-23 19:51:27,387 - mmaction - INFO - Epoch [4][2820/3757] lr: 9.993e-02, eta: 4 days, 17:11:57, time: 0.626, data_time: 0.002, memory: 5237, top1_acc: 0.0953, top5_acc: 0.2727, loss_cls: 4.5730, loss: 4.5730, grad_norm: 1.3558 2020-07-23 19:51:40,968 - mmaction - INFO - Epoch [4][2840/3757] lr: 9.993e-02, eta: 4 days, 17:12:45, time: 0.680, data_time: 0.003, memory: 5237, top1_acc: 0.0953, top5_acc: 0.2555, loss_cls: 4.5558, loss: 4.5558, grad_norm: 1.3791 2020-07-23 19:51:53,795 - mmaction - INFO - Epoch [4][2860/3757] lr: 9.993e-02, eta: 4 days, 17:12:57, time: 0.641, data_time: 0.002, memory: 5237, top1_acc: 0.0969, top5_acc: 0.2641, loss_cls: 4.6215, loss: 4.6215, grad_norm: 1.3708 2020-07-23 19:52:07,470 - mmaction - INFO - Epoch [4][2880/3757] lr: 9.993e-02, eta: 4 days, 17:13:48, time: 0.684, data_time: 0.002, memory: 5237, top1_acc: 0.1008, top5_acc: 0.2570, loss_cls: 4.6190, loss: 4.6190, grad_norm: 1.3524 2020-07-23 19:52:21,259 - mmaction - INFO - Epoch [4][2900/3757] lr: 9.993e-02, eta: 4 days, 17:14:45, time: 0.690, data_time: 0.003, memory: 5237, top1_acc: 0.0977, top5_acc: 0.2687, loss_cls: 4.6168, loss: 4.6168, grad_norm: 1.3088 2020-07-23 19:52:35,211 - mmaction - INFO - Epoch [4][2920/3757] lr: 9.993e-02, eta: 4 days, 17:15:50, time: 0.698, data_time: 0.001, memory: 5237, top1_acc: 0.0930, top5_acc: 0.2672, loss_cls: 4.5949, loss: 4.5949, grad_norm: 1.3004 2020-07-23 19:52:48,450 - mmaction - INFO - Epoch [4][2940/3757] lr: 9.993e-02, eta: 4 days, 17:16:20, time: 0.662, data_time: 0.001, memory: 5237, top1_acc: 0.0914, top5_acc: 0.2484, loss_cls: 4.6652, loss: 4.6652, grad_norm: 1.3135 2020-07-23 19:53:01,206 - mmaction - INFO - Epoch [4][2960/3757] lr: 9.993e-02, eta: 4 days, 17:16:28, time: 0.638, data_time: 0.002, memory: 5237, top1_acc: 0.0930, top5_acc: 0.2539, loss_cls: 4.6360, loss: 4.6360, grad_norm: 1.3305 2020-07-23 19:53:14,098 - mmaction - INFO - Epoch [4][2980/3757] lr: 9.993e-02, eta: 4 days, 17:16:42, time: 0.645, data_time: 0.002, memory: 5237, top1_acc: 0.0977, top5_acc: 0.2602, loss_cls: 4.5849, loss: 4.5849, grad_norm: 1.3417 2020-07-23 19:53:27,224 - mmaction - INFO - Epoch [4][3000/3757] lr: 9.993e-02, eta: 4 days, 17:17:07, time: 0.656, data_time: 0.002, memory: 5237, top1_acc: 0.1023, top5_acc: 0.2477, loss_cls: 4.5996, loss: 4.5996, grad_norm: 1.3349 2020-07-23 19:53:39,829 - mmaction - INFO - Epoch [4][3020/3757] lr: 9.993e-02, eta: 4 days, 17:17:08, time: 0.630, data_time: 0.002, memory: 5237, top1_acc: 0.0922, top5_acc: 0.2531, loss_cls: 4.6253, loss: 4.6253, grad_norm: 1.3440 2020-07-23 19:53:52,289 - mmaction - INFO - Epoch [4][3040/3757] lr: 9.993e-02, eta: 4 days, 17:17:01, time: 0.622, data_time: 0.002, memory: 5237, top1_acc: 0.0938, top5_acc: 0.2484, loss_cls: 4.6058, loss: 4.6058, grad_norm: 1.3700 2020-07-23 19:54:05,596 - mmaction - INFO - Epoch [4][3060/3757] lr: 9.993e-02, eta: 4 days, 17:17:34, time: 0.665, data_time: 0.002, memory: 5237, top1_acc: 0.1031, top5_acc: 0.2852, loss_cls: 4.5345, loss: 4.5345, grad_norm: 1.3447 2020-07-23 19:54:18,796 - mmaction - INFO - Epoch [4][3080/3757] lr: 9.993e-02, eta: 4 days, 17:18:03, time: 0.660, data_time: 0.002, memory: 5237, top1_acc: 0.1125, top5_acc: 0.2687, loss_cls: 4.5535, loss: 4.5535, grad_norm: 1.3437 2020-07-23 19:54:31,967 - mmaction - INFO - Epoch [4][3100/3757] lr: 9.993e-02, eta: 4 days, 17:18:30, time: 0.659, data_time: 0.003, memory: 5237, top1_acc: 0.1023, top5_acc: 0.2727, loss_cls: 4.5564, loss: 4.5564, grad_norm: 1.3658 2020-07-23 19:54:46,024 - mmaction - INFO - Epoch [4][3120/3757] lr: 9.993e-02, eta: 4 days, 17:19:37, time: 0.703, data_time: 0.002, memory: 5237, top1_acc: 0.0977, top5_acc: 0.2539, loss_cls: 4.6089, loss: 4.6089, grad_norm: 1.3702 2020-07-23 19:54:59,721 - mmaction - INFO - Epoch [4][3140/3757] lr: 9.993e-02, eta: 4 days, 17:20:26, time: 0.684, data_time: 0.002, memory: 5237, top1_acc: 0.0938, top5_acc: 0.2500, loss_cls: 4.6165, loss: 4.6165, grad_norm: 1.3338 2020-07-23 19:55:13,336 - mmaction - INFO - Epoch [4][3160/3757] lr: 9.993e-02, eta: 4 days, 17:21:14, time: 0.682, data_time: 0.004, memory: 5237, top1_acc: 0.0938, top5_acc: 0.2680, loss_cls: 4.5677, loss: 4.5677, grad_norm: 1.3776 2020-07-23 19:55:27,171 - mmaction - INFO - Epoch [4][3180/3757] lr: 9.993e-02, eta: 4 days, 17:22:10, time: 0.691, data_time: 0.002, memory: 5237, top1_acc: 0.1031, top5_acc: 0.2461, loss_cls: 4.6458, loss: 4.6458, grad_norm: 1.3306 2020-07-23 19:55:40,514 - mmaction - INFO - Epoch [4][3200/3757] lr: 9.993e-02, eta: 4 days, 17:22:44, time: 0.668, data_time: 0.002, memory: 5237, top1_acc: 0.0961, top5_acc: 0.2641, loss_cls: 4.5540, loss: 4.5540, grad_norm: 1.3540 2020-07-23 19:55:53,853 - mmaction - INFO - Epoch [4][3220/3757] lr: 9.993e-02, eta: 4 days, 17:23:18, time: 0.667, data_time: 0.002, memory: 5237, top1_acc: 0.0945, top5_acc: 0.2664, loss_cls: 4.6493, loss: 4.6493, grad_norm: 1.3153 2020-07-23 19:56:07,356 - mmaction - INFO - Epoch [4][3240/3757] lr: 9.993e-02, eta: 4 days, 17:23:59, time: 0.676, data_time: 0.001, memory: 5237, top1_acc: 0.1031, top5_acc: 0.2734, loss_cls: 4.5271, loss: 4.5271, grad_norm: 1.3443 2020-07-23 19:56:20,683 - mmaction - INFO - Epoch [4][3260/3757] lr: 9.993e-02, eta: 4 days, 17:24:32, time: 0.666, data_time: 0.001, memory: 5237, top1_acc: 0.0867, top5_acc: 0.2578, loss_cls: 4.6155, loss: 4.6155, grad_norm: 1.3431 2020-07-23 19:56:34,390 - mmaction - INFO - Epoch [4][3280/3757] lr: 9.993e-02, eta: 4 days, 17:25:21, time: 0.684, data_time: 0.002, memory: 5237, top1_acc: 0.0945, top5_acc: 0.2641, loss_cls: 4.5991, loss: 4.5991, grad_norm: 1.3544 2020-07-23 19:56:47,705 - mmaction - INFO - Epoch [4][3300/3757] lr: 9.993e-02, eta: 4 days, 17:25:53, time: 0.666, data_time: 0.002, memory: 5237, top1_acc: 0.0922, top5_acc: 0.2680, loss_cls: 4.6039, loss: 4.6039, grad_norm: 1.3593 2020-07-23 19:57:01,085 - mmaction - INFO - Epoch [4][3320/3757] lr: 9.993e-02, eta: 4 days, 17:26:27, time: 0.669, data_time: 0.002, memory: 5237, top1_acc: 0.1031, top5_acc: 0.2570, loss_cls: 4.6159, loss: 4.6159, grad_norm: 1.3433 2020-07-23 19:57:15,246 - mmaction - INFO - Epoch [4][3340/3757] lr: 9.993e-02, eta: 4 days, 17:27:38, time: 0.709, data_time: 0.002, memory: 5237, top1_acc: 0.1023, top5_acc: 0.2781, loss_cls: 4.5906, loss: 4.5906, grad_norm: 1.3442 2020-07-23 19:57:28,939 - mmaction - INFO - Epoch [4][3360/3757] lr: 9.993e-02, eta: 4 days, 17:28:25, time: 0.683, data_time: 0.001, memory: 5237, top1_acc: 0.1031, top5_acc: 0.2742, loss_cls: 4.5383, loss: 4.5383, grad_norm: 1.3439 2020-07-23 19:57:41,634 - mmaction - INFO - Epoch [4][3380/3757] lr: 9.993e-02, eta: 4 days, 17:28:30, time: 0.636, data_time: 0.003, memory: 5237, top1_acc: 0.1031, top5_acc: 0.2742, loss_cls: 4.5906, loss: 4.5906, grad_norm: 1.3815 2020-07-23 19:57:54,927 - mmaction - INFO - Epoch [4][3400/3757] lr: 9.993e-02, eta: 4 days, 17:29:00, time: 0.664, data_time: 0.002, memory: 5237, top1_acc: 0.1000, top5_acc: 0.2602, loss_cls: 4.5952, loss: 4.5952, grad_norm: 1.3225 2020-07-23 19:58:09,075 - mmaction - INFO - Epoch [4][3420/3757] lr: 9.993e-02, eta: 4 days, 17:30:08, time: 0.707, data_time: 0.002, memory: 5237, top1_acc: 0.1000, top5_acc: 0.2750, loss_cls: 4.5678, loss: 4.5678, grad_norm: 1.3341 2020-07-23 19:58:21,402 - mmaction - INFO - Epoch [4][3440/3757] lr: 9.993e-02, eta: 4 days, 17:29:55, time: 0.617, data_time: 0.002, memory: 5237, top1_acc: 0.1164, top5_acc: 0.2766, loss_cls: 4.5550, loss: 4.5550, grad_norm: 1.3681 2020-07-23 19:58:34,752 - mmaction - INFO - Epoch [4][3460/3757] lr: 9.993e-02, eta: 4 days, 17:30:27, time: 0.666, data_time: 0.001, memory: 5237, top1_acc: 0.0984, top5_acc: 0.2703, loss_cls: 4.5662, loss: 4.5662, grad_norm: 1.3636 2020-07-23 19:58:48,492 - mmaction - INFO - Epoch [4][3480/3757] lr: 9.993e-02, eta: 4 days, 17:31:18, time: 0.688, data_time: 0.002, memory: 5237, top1_acc: 0.1055, top5_acc: 0.2617, loss_cls: 4.5731, loss: 4.5731, grad_norm: 1.3782 2020-07-23 19:59:02,207 - mmaction - INFO - Epoch [4][3500/3757] lr: 9.993e-02, eta: 4 days, 17:32:05, time: 0.685, data_time: 0.001, memory: 5237, top1_acc: 0.0977, top5_acc: 0.2578, loss_cls: 4.5837, loss: 4.5837, grad_norm: 1.3389 2020-07-23 19:59:14,966 - mmaction - INFO - Epoch [4][3520/3757] lr: 9.993e-02, eta: 4 days, 17:32:11, time: 0.639, data_time: 0.002, memory: 5237, top1_acc: 0.0969, top5_acc: 0.2664, loss_cls: 4.5976, loss: 4.5976, grad_norm: 1.3674 2020-07-23 19:59:28,481 - mmaction - INFO - Epoch [4][3540/3757] lr: 9.993e-02, eta: 4 days, 17:32:49, time: 0.674, data_time: 0.002, memory: 5237, top1_acc: 0.1062, top5_acc: 0.2844, loss_cls: 4.5058, loss: 4.5058, grad_norm: 1.3060 2020-07-23 19:59:41,746 - mmaction - INFO - Epoch [4][3560/3757] lr: 9.993e-02, eta: 4 days, 17:33:19, time: 0.665, data_time: 0.004, memory: 5237, top1_acc: 0.1047, top5_acc: 0.2891, loss_cls: 4.5229, loss: 4.5229, grad_norm: 1.3980 2020-07-23 19:59:54,158 - mmaction - INFO - Epoch [4][3580/3757] lr: 9.993e-02, eta: 4 days, 17:33:08, time: 0.619, data_time: 0.001, memory: 5237, top1_acc: 0.1070, top5_acc: 0.2703, loss_cls: 4.5472, loss: 4.5472, grad_norm: 1.3751 2020-07-23 20:00:12,206 - mmaction - INFO - Epoch [4][3600/3757] lr: 9.993e-02, eta: 4 days, 17:37:04, time: 0.898, data_time: 0.004, memory: 5237, top1_acc: 0.1000, top5_acc: 0.2797, loss_cls: 4.5766, loss: 4.5766, grad_norm: 1.3808 2020-07-23 20:00:26,052 - mmaction - INFO - Epoch [4][3620/3757] lr: 9.993e-02, eta: 4 days, 17:38:02, time: 0.698, data_time: 0.008, memory: 5237, top1_acc: 0.0992, top5_acc: 0.2664, loss_cls: 4.6024, loss: 4.6024, grad_norm: 1.3382 2020-07-23 20:00:39,621 - mmaction - INFO - Epoch [4][3640/3757] lr: 9.993e-02, eta: 4 days, 17:38:43, time: 0.678, data_time: 0.002, memory: 5237, top1_acc: 0.0883, top5_acc: 0.2562, loss_cls: 4.6725, loss: 4.6725, grad_norm: 1.3715 2020-07-23 20:00:53,383 - mmaction - INFO - Epoch [4][3660/3757] lr: 9.993e-02, eta: 4 days, 17:39:32, time: 0.687, data_time: 0.001, memory: 5237, top1_acc: 0.1000, top5_acc: 0.2820, loss_cls: 4.5095, loss: 4.5095, grad_norm: 1.3356 2020-07-23 20:01:05,939 - mmaction - INFO - Epoch [4][3680/3757] lr: 9.993e-02, eta: 4 days, 17:39:28, time: 0.629, data_time: 0.002, memory: 5237, top1_acc: 0.1094, top5_acc: 0.2656, loss_cls: 4.5412, loss: 4.5412, grad_norm: 1.3616 2020-07-23 20:01:18,867 - mmaction - INFO - Epoch [4][3700/3757] lr: 9.993e-02, eta: 4 days, 17:39:40, time: 0.646, data_time: 0.001, memory: 5237, top1_acc: 0.1023, top5_acc: 0.2695, loss_cls: 4.5392, loss: 4.5392, grad_norm: 1.3535 2020-07-23 20:01:32,554 - mmaction - INFO - Epoch [4][3720/3757] lr: 9.993e-02, eta: 4 days, 17:40:25, time: 0.684, data_time: 0.001, memory: 5237, top1_acc: 0.0953, top5_acc: 0.2656, loss_cls: 4.5932, loss: 4.5932, grad_norm: 1.3819 2020-07-23 20:01:44,739 - mmaction - INFO - Epoch [4][3740/3757] lr: 9.993e-02, eta: 4 days, 17:40:05, time: 0.609, data_time: 0.002, memory: 5237, top1_acc: 0.0867, top5_acc: 0.2461, loss_cls: 4.6501, loss: 4.6501, grad_norm: 1.3520 2020-07-23 20:06:02,563 - mmaction - INFO - Epoch [5][20/3757] lr: 9.988e-02, eta: 4 days, 20:18:15, time: 11.970, data_time: 11.105, memory: 5237, top1_acc: 0.1094, top5_acc: 0.2695, loss_cls: 4.6032, loss: 4.6032, grad_norm: 1.3355 2020-07-23 20:06:17,084 - mmaction - INFO - Epoch [5][40/3757] lr: 9.988e-02, eta: 4 days, 20:19:23, time: 0.725, data_time: 0.002, memory: 5237, top1_acc: 0.1023, top5_acc: 0.2758, loss_cls: 4.5022, loss: 4.5022, grad_norm: 1.3618 2020-07-23 20:06:31,857 - mmaction - INFO - Epoch [5][60/3757] lr: 9.988e-02, eta: 4 days, 20:20:43, time: 0.739, data_time: 0.002, memory: 5237, top1_acc: 0.1062, top5_acc: 0.2922, loss_cls: 4.5091, loss: 4.5091, grad_norm: 1.3762 2020-07-23 20:06:46,825 - mmaction - INFO - Epoch [5][80/3757] lr: 9.988e-02, eta: 4 days, 20:22:11, time: 0.748, data_time: 0.002, memory: 5237, top1_acc: 0.0945, top5_acc: 0.2539, loss_cls: 4.5846, loss: 4.5846, grad_norm: 1.3535 2020-07-23 20:07:00,549 - mmaction - INFO - Epoch [5][100/3757] lr: 9.988e-02, eta: 4 days, 20:22:44, time: 0.685, data_time: 0.002, memory: 5237, top1_acc: 0.0844, top5_acc: 0.2359, loss_cls: 4.6490, loss: 4.6490, grad_norm: 1.3376 2020-07-23 20:07:14,233 - mmaction - INFO - Epoch [5][120/3757] lr: 9.988e-02, eta: 4 days, 20:23:15, time: 0.685, data_time: 0.003, memory: 5237, top1_acc: 0.1023, top5_acc: 0.2656, loss_cls: 4.6153, loss: 4.6153, grad_norm: 1.3378 2020-07-23 20:07:29,060 - mmaction - INFO - Epoch [5][140/3757] lr: 9.988e-02, eta: 4 days, 20:24:37, time: 0.742, data_time: 0.002, memory: 5237, top1_acc: 0.0977, top5_acc: 0.2594, loss_cls: 4.6185, loss: 4.6185, grad_norm: 1.3361 2020-07-23 20:07:42,497 - mmaction - INFO - Epoch [5][160/3757] lr: 9.988e-02, eta: 4 days, 20:24:56, time: 0.671, data_time: 0.002, memory: 5237, top1_acc: 0.1086, top5_acc: 0.2625, loss_cls: 4.6401, loss: 4.6401, grad_norm: 1.3500 2020-07-23 20:07:56,438 - mmaction - INFO - Epoch [5][180/3757] lr: 9.988e-02, eta: 4 days, 20:25:40, time: 0.698, data_time: 0.002, memory: 5237, top1_acc: 0.0961, top5_acc: 0.2617, loss_cls: 4.5709, loss: 4.5709, grad_norm: 1.3292 2020-07-23 20:08:11,015 - mmaction - INFO - Epoch [5][200/3757] lr: 9.988e-02, eta: 4 days, 20:26:49, time: 0.728, data_time: 0.001, memory: 5237, top1_acc: 0.0992, top5_acc: 0.2852, loss_cls: 4.5262, loss: 4.5262, grad_norm: 1.3373 2020-07-23 20:08:23,918 - mmaction - INFO - Epoch [5][220/3757] lr: 9.988e-02, eta: 4 days, 20:26:46, time: 0.646, data_time: 0.002, memory: 5237, top1_acc: 0.1023, top5_acc: 0.2875, loss_cls: 4.5580, loss: 4.5580, grad_norm: 1.3622 2020-07-23 20:08:37,706 - mmaction - INFO - Epoch [5][240/3757] lr: 9.988e-02, eta: 4 days, 20:27:20, time: 0.688, data_time: 0.001, memory: 5237, top1_acc: 0.0992, top5_acc: 0.2539, loss_cls: 4.5581, loss: 4.5581, grad_norm: 1.3501 2020-07-23 20:08:51,314 - mmaction - INFO - Epoch [5][260/3757] lr: 9.988e-02, eta: 4 days, 20:27:48, time: 0.681, data_time: 0.003, memory: 5237, top1_acc: 0.0820, top5_acc: 0.2852, loss_cls: 4.6066, loss: 4.6066, grad_norm: 1.3643 2020-07-23 20:09:05,549 - mmaction - INFO - Epoch [5][280/3757] lr: 9.988e-02, eta: 4 days, 20:28:42, time: 0.711, data_time: 0.001, memory: 5237, top1_acc: 0.1078, top5_acc: 0.2695, loss_cls: 4.5873, loss: 4.5873, grad_norm: 1.3208 2020-07-23 20:09:19,273 - mmaction - INFO - Epoch [5][300/3757] lr: 9.988e-02, eta: 4 days, 20:29:14, time: 0.686, data_time: 0.003, memory: 5237, top1_acc: 0.0992, top5_acc: 0.2672, loss_cls: 4.6023, loss: 4.6023, grad_norm: 1.4096 2020-07-23 20:09:32,890 - mmaction - INFO - Epoch [5][320/3757] lr: 9.988e-02, eta: 4 days, 20:29:41, time: 0.680, data_time: 0.002, memory: 5237, top1_acc: 0.0922, top5_acc: 0.2617, loss_cls: 4.6015, loss: 4.6015, grad_norm: 1.3300 2020-07-23 20:09:46,528 - mmaction - INFO - Epoch [5][340/3757] lr: 9.988e-02, eta: 4 days, 20:30:10, time: 0.683, data_time: 0.002, memory: 5237, top1_acc: 0.1211, top5_acc: 0.2906, loss_cls: 4.4761, loss: 4.4761, grad_norm: 1.3607 2020-07-23 20:10:01,222 - mmaction - INFO - Epoch [5][360/3757] lr: 9.988e-02, eta: 4 days, 20:31:22, time: 0.734, data_time: 0.002, memory: 5237, top1_acc: 0.0914, top5_acc: 0.2703, loss_cls: 4.5607, loss: 4.5607, grad_norm: 1.3705 2020-07-23 20:10:15,284 - mmaction - INFO - Epoch [5][380/3757] lr: 9.988e-02, eta: 4 days, 20:32:09, time: 0.704, data_time: 0.002, memory: 5237, top1_acc: 0.1023, top5_acc: 0.2805, loss_cls: 4.5142, loss: 4.5142, grad_norm: 1.3976 2020-07-23 20:10:29,652 - mmaction - INFO - Epoch [5][400/3757] lr: 9.988e-02, eta: 4 days, 20:33:07, time: 0.718, data_time: 0.002, memory: 5237, top1_acc: 0.0922, top5_acc: 0.2617, loss_cls: 4.6111, loss: 4.6111, grad_norm: 1.3980 2020-07-23 20:10:42,722 - mmaction - INFO - Epoch [5][420/3757] lr: 9.988e-02, eta: 4 days, 20:33:11, time: 0.654, data_time: 0.002, memory: 5237, top1_acc: 0.0945, top5_acc: 0.2766, loss_cls: 4.5389, loss: 4.5389, grad_norm: 1.3433 2020-07-23 20:10:55,892 - mmaction - INFO - Epoch [5][440/3757] lr: 9.988e-02, eta: 4 days, 20:33:19, time: 0.659, data_time: 0.002, memory: 5237, top1_acc: 0.0977, top5_acc: 0.2711, loss_cls: 4.5494, loss: 4.5494, grad_norm: 1.3735 2020-07-23 20:11:09,368 - mmaction - INFO - Epoch [5][460/3757] lr: 9.988e-02, eta: 4 days, 20:33:38, time: 0.673, data_time: 0.001, memory: 5237, top1_acc: 0.1148, top5_acc: 0.2594, loss_cls: 4.5279, loss: 4.5279, grad_norm: 1.3781 2020-07-23 20:11:22,701 - mmaction - INFO - Epoch [5][480/3757] lr: 9.988e-02, eta: 4 days, 20:33:52, time: 0.666, data_time: 0.001, memory: 5237, top1_acc: 0.0992, top5_acc: 0.2828, loss_cls: 4.6168, loss: 4.6168, grad_norm: 1.3822 2020-07-23 20:11:37,618 - mmaction - INFO - Epoch [5][500/3757] lr: 9.988e-02, eta: 4 days, 20:35:14, time: 0.747, data_time: 0.002, memory: 5237, top1_acc: 0.1031, top5_acc: 0.2734, loss_cls: 4.5551, loss: 4.5551, grad_norm: 1.3513 2020-07-23 20:11:50,881 - mmaction - INFO - Epoch [5][520/3757] lr: 9.988e-02, eta: 4 days, 20:35:25, time: 0.663, data_time: 0.002, memory: 5237, top1_acc: 0.0969, top5_acc: 0.2789, loss_cls: 4.5759, loss: 4.5759, grad_norm: 1.3606 2020-07-23 20:12:04,576 - mmaction - INFO - Epoch [5][540/3757] lr: 9.988e-02, eta: 4 days, 20:35:55, time: 0.685, data_time: 0.002, memory: 5237, top1_acc: 0.0961, top5_acc: 0.2672, loss_cls: 4.5608, loss: 4.5608, grad_norm: 1.3294 2020-07-23 20:12:18,383 - mmaction - INFO - Epoch [5][560/3757] lr: 9.988e-02, eta: 4 days, 20:36:28, time: 0.690, data_time: 0.001, memory: 5237, top1_acc: 0.1039, top5_acc: 0.2836, loss_cls: 4.4796, loss: 4.4796, grad_norm: 1.3823 2020-07-23 20:12:31,525 - mmaction - INFO - Epoch [5][580/3757] lr: 9.988e-02, eta: 4 days, 20:36:34, time: 0.658, data_time: 0.002, memory: 5237, top1_acc: 0.1078, top5_acc: 0.2625, loss_cls: 4.5860, loss: 4.5860, grad_norm: 1.3887 2020-07-23 20:12:43,996 - mmaction - INFO - Epoch [5][600/3757] lr: 9.988e-02, eta: 4 days, 20:36:12, time: 0.623, data_time: 0.001, memory: 5237, top1_acc: 0.1000, top5_acc: 0.2711, loss_cls: 4.5194, loss: 4.5194, grad_norm: 1.3885 2020-07-23 20:12:57,511 - mmaction - INFO - Epoch [5][620/3757] lr: 9.988e-02, eta: 4 days, 20:36:33, time: 0.675, data_time: 0.002, memory: 5237, top1_acc: 0.1062, top5_acc: 0.2781, loss_cls: 4.5302, loss: 4.5302, grad_norm: 1.3969 2020-07-23 20:13:11,730 - mmaction - INFO - Epoch [5][640/3757] lr: 9.988e-02, eta: 4 days, 20:37:22, time: 0.710, data_time: 0.002, memory: 5237, top1_acc: 0.1000, top5_acc: 0.2461, loss_cls: 4.6377, loss: 4.6377, grad_norm: 1.3744 2020-07-23 20:13:24,546 - mmaction - INFO - Epoch [5][660/3757] lr: 9.988e-02, eta: 4 days, 20:37:16, time: 0.643, data_time: 0.003, memory: 5237, top1_acc: 0.1078, top5_acc: 0.2734, loss_cls: 4.5557, loss: 4.5557, grad_norm: 1.3364 2020-07-23 20:13:38,136 - mmaction - INFO - Epoch [5][680/3757] lr: 9.988e-02, eta: 4 days, 20:37:40, time: 0.679, data_time: 0.002, memory: 5237, top1_acc: 0.0922, top5_acc: 0.2648, loss_cls: 4.5723, loss: 4.5723, grad_norm: 1.3543 2020-07-23 20:13:51,019 - mmaction - INFO - Epoch [5][700/3757] lr: 9.988e-02, eta: 4 days, 20:37:34, time: 0.644, data_time: 0.001, memory: 5237, top1_acc: 0.1039, top5_acc: 0.2687, loss_cls: 4.5484, loss: 4.5484, grad_norm: 1.3309 2020-07-23 20:14:04,388 - mmaction - INFO - Epoch [5][720/3757] lr: 9.988e-02, eta: 4 days, 20:37:49, time: 0.669, data_time: 0.002, memory: 5237, top1_acc: 0.1031, top5_acc: 0.2727, loss_cls: 4.5107, loss: 4.5107, grad_norm: 1.3974 2020-07-23 20:14:17,808 - mmaction - INFO - Epoch [5][740/3757] lr: 9.988e-02, eta: 4 days, 20:38:06, time: 0.671, data_time: 0.001, memory: 5237, top1_acc: 0.1047, top5_acc: 0.2852, loss_cls: 4.5490, loss: 4.5490, grad_norm: 1.3994 2020-07-23 20:14:31,401 - mmaction - INFO - Epoch [5][760/3757] lr: 9.988e-02, eta: 4 days, 20:38:29, time: 0.679, data_time: 0.002, memory: 5237, top1_acc: 0.0961, top5_acc: 0.2687, loss_cls: 4.5597, loss: 4.5597, grad_norm: 1.3588 2020-07-23 20:14:43,961 - mmaction - INFO - Epoch [5][780/3757] lr: 9.988e-02, eta: 4 days, 20:38:10, time: 0.627, data_time: 0.002, memory: 5237, top1_acc: 0.0992, top5_acc: 0.2797, loss_cls: 4.5036, loss: 4.5036, grad_norm: 1.3587 2020-07-23 20:14:57,664 - mmaction - INFO - Epoch [5][800/3757] lr: 9.988e-02, eta: 4 days, 20:38:39, time: 0.686, data_time: 0.002, memory: 5237, top1_acc: 0.1055, top5_acc: 0.2711, loss_cls: 4.5854, loss: 4.5854, grad_norm: 1.3632 2020-07-23 20:15:10,872 - mmaction - INFO - Epoch [5][820/3757] lr: 9.988e-02, eta: 4 days, 20:38:47, time: 0.661, data_time: 0.002, memory: 5237, top1_acc: 0.1031, top5_acc: 0.2805, loss_cls: 4.5201, loss: 4.5201, grad_norm: 1.3856 2020-07-23 20:15:24,092 - mmaction - INFO - Epoch [5][840/3757] lr: 9.988e-02, eta: 4 days, 20:38:55, time: 0.661, data_time: 0.002, memory: 5237, top1_acc: 0.1062, top5_acc: 0.2789, loss_cls: 4.5090, loss: 4.5090, grad_norm: 1.3613 2020-07-23 20:15:37,204 - mmaction - INFO - Epoch [5][860/3757] lr: 9.988e-02, eta: 4 days, 20:38:59, time: 0.656, data_time: 0.002, memory: 5237, top1_acc: 0.1039, top5_acc: 0.2734, loss_cls: 4.4925, loss: 4.4925, grad_norm: 1.3601 2020-07-23 20:15:50,139 - mmaction - INFO - Epoch [5][880/3757] lr: 9.988e-02, eta: 4 days, 20:38:55, time: 0.647, data_time: 0.002, memory: 5237, top1_acc: 0.1078, top5_acc: 0.2641, loss_cls: 4.5120, loss: 4.5120, grad_norm: 1.4215 2020-07-23 20:16:03,388 - mmaction - INFO - Epoch [5][900/3757] lr: 9.988e-02, eta: 4 days, 20:39:04, time: 0.662, data_time: 0.001, memory: 5237, top1_acc: 0.1242, top5_acc: 0.2930, loss_cls: 4.4917, loss: 4.4917, grad_norm: 1.4579 2020-07-23 20:16:16,254 - mmaction - INFO - Epoch [5][920/3757] lr: 9.988e-02, eta: 4 days, 20:38:57, time: 0.643, data_time: 0.002, memory: 5237, top1_acc: 0.0969, top5_acc: 0.2625, loss_cls: 4.5921, loss: 4.5921, grad_norm: 1.4126 2020-07-23 20:16:30,802 - mmaction - INFO - Epoch [5][940/3757] lr: 9.988e-02, eta: 4 days, 20:40:01, time: 0.728, data_time: 0.003, memory: 5237, top1_acc: 0.1008, top5_acc: 0.2719, loss_cls: 4.5589, loss: 4.5589, grad_norm: 1.3580 2020-07-23 20:16:43,688 - mmaction - INFO - Epoch [5][960/3757] lr: 9.988e-02, eta: 4 days, 20:39:55, time: 0.644, data_time: 0.002, memory: 5237, top1_acc: 0.1023, top5_acc: 0.2828, loss_cls: 4.5214, loss: 4.5214, grad_norm: 1.4000 2020-07-23 20:16:56,989 - mmaction - INFO - Epoch [5][980/3757] lr: 9.988e-02, eta: 4 days, 20:40:05, time: 0.665, data_time: 0.002, memory: 5237, top1_acc: 0.0938, top5_acc: 0.2633, loss_cls: 4.6017, loss: 4.6017, grad_norm: 1.3601 2020-07-23 20:17:09,540 - mmaction - INFO - Epoch [5][1000/3757] lr: 9.988e-02, eta: 4 days, 20:39:45, time: 0.627, data_time: 0.002, memory: 5237, top1_acc: 0.0898, top5_acc: 0.2562, loss_cls: 4.5955, loss: 4.5955, grad_norm: 1.3348 2020-07-23 20:17:22,070 - mmaction - INFO - Epoch [5][1020/3757] lr: 9.988e-02, eta: 4 days, 20:39:24, time: 0.626, data_time: 0.002, memory: 5237, top1_acc: 0.1055, top5_acc: 0.2852, loss_cls: 4.5122, loss: 4.5122, grad_norm: 1.3913 2020-07-23 20:17:36,755 - mmaction - INFO - Epoch [5][1040/3757] lr: 9.988e-02, eta: 4 days, 20:40:33, time: 0.736, data_time: 0.002, memory: 5237, top1_acc: 0.1125, top5_acc: 0.2938, loss_cls: 4.5016, loss: 4.5016, grad_norm: 1.4162 2020-07-23 20:17:49,600 - mmaction - INFO - Epoch [5][1060/3757] lr: 9.988e-02, eta: 4 days, 20:40:25, time: 0.642, data_time: 0.001, memory: 5237, top1_acc: 0.0992, top5_acc: 0.2711, loss_cls: 4.5512, loss: 4.5512, grad_norm: 1.4109 2020-07-23 20:18:02,180 - mmaction - INFO - Epoch [5][1080/3757] lr: 9.988e-02, eta: 4 days, 20:40:07, time: 0.629, data_time: 0.001, memory: 5237, top1_acc: 0.1008, top5_acc: 0.2609, loss_cls: 4.5597, loss: 4.5597, grad_norm: 1.3921 2020-07-23 20:18:14,758 - mmaction - INFO - Epoch [5][1100/3757] lr: 9.988e-02, eta: 4 days, 20:39:47, time: 0.627, data_time: 0.001, memory: 5237, top1_acc: 0.1117, top5_acc: 0.2797, loss_cls: 4.5335, loss: 4.5335, grad_norm: 1.3967 2020-07-23 20:18:27,341 - mmaction - INFO - Epoch [5][1120/3757] lr: 9.988e-02, eta: 4 days, 20:39:30, time: 0.631, data_time: 0.003, memory: 5237, top1_acc: 0.1078, top5_acc: 0.2766, loss_cls: 4.5755, loss: 4.5755, grad_norm: 1.3832 2020-07-23 20:18:40,302 - mmaction - INFO - Epoch [5][1140/3757] lr: 9.988e-02, eta: 4 days, 20:39:26, time: 0.647, data_time: 0.001, memory: 5237, top1_acc: 0.1148, top5_acc: 0.2852, loss_cls: 4.4690, loss: 4.4690, grad_norm: 1.3824 2020-07-23 20:18:53,671 - mmaction - INFO - Epoch [5][1160/3757] lr: 9.988e-02, eta: 4 days, 20:39:39, time: 0.669, data_time: 0.002, memory: 5237, top1_acc: 0.0969, top5_acc: 0.2820, loss_cls: 4.5129, loss: 4.5129, grad_norm: 1.4128 2020-07-23 20:19:08,249 - mmaction - INFO - Epoch [5][1180/3757] lr: 9.988e-02, eta: 4 days, 20:40:42, time: 0.729, data_time: 0.002, memory: 5237, top1_acc: 0.0891, top5_acc: 0.2508, loss_cls: 4.6398, loss: 4.6398, grad_norm: 1.4372 2020-07-23 20:19:21,659 - mmaction - INFO - Epoch [5][1200/3757] lr: 9.988e-02, eta: 4 days, 20:40:58, time: 0.671, data_time: 0.002, memory: 5237, top1_acc: 0.0953, top5_acc: 0.2641, loss_cls: 4.5826, loss: 4.5826, grad_norm: 1.4002 2020-07-23 20:19:34,655 - mmaction - INFO - Epoch [5][1220/3757] lr: 9.988e-02, eta: 4 days, 20:40:55, time: 0.649, data_time: 0.001, memory: 5237, top1_acc: 0.1023, top5_acc: 0.2687, loss_cls: 4.5937, loss: 4.5937, grad_norm: 1.3874 2020-07-23 20:19:48,151 - mmaction - INFO - Epoch [5][1240/3757] lr: 9.988e-02, eta: 4 days, 20:41:14, time: 0.675, data_time: 0.002, memory: 5237, top1_acc: 0.1062, top5_acc: 0.2773, loss_cls: 4.5068, loss: 4.5068, grad_norm: 1.3798 2020-07-23 20:20:01,565 - mmaction - INFO - Epoch [5][1260/3757] lr: 9.988e-02, eta: 4 days, 20:41:29, time: 0.671, data_time: 0.002, memory: 5237, top1_acc: 0.0844, top5_acc: 0.2562, loss_cls: 4.5661, loss: 4.5661, grad_norm: 1.3964 2020-07-23 20:20:14,562 - mmaction - INFO - Epoch [5][1280/3757] lr: 9.988e-02, eta: 4 days, 20:41:27, time: 0.650, data_time: 0.002, memory: 5237, top1_acc: 0.1031, top5_acc: 0.2742, loss_cls: 4.5054, loss: 4.5054, grad_norm: 1.4064 2020-07-23 20:20:28,778 - mmaction - INFO - Epoch [5][1300/3757] lr: 9.988e-02, eta: 4 days, 20:42:14, time: 0.710, data_time: 0.001, memory: 5237, top1_acc: 0.1156, top5_acc: 0.2820, loss_cls: 4.4939, loss: 4.4939, grad_norm: 1.4096 2020-07-23 20:20:41,629 - mmaction - INFO - Epoch [5][1320/3757] lr: 9.988e-02, eta: 4 days, 20:42:07, time: 0.643, data_time: 0.002, memory: 5237, top1_acc: 0.0977, top5_acc: 0.2719, loss_cls: 4.5870, loss: 4.5870, grad_norm: 1.3898 2020-07-23 20:20:55,699 - mmaction - INFO - Epoch [5][1340/3757] lr: 9.988e-02, eta: 4 days, 20:42:47, time: 0.703, data_time: 0.002, memory: 5237, top1_acc: 0.0992, top5_acc: 0.2672, loss_cls: 4.5919, loss: 4.5919, grad_norm: 1.3670 2020-07-23 20:21:09,545 - mmaction - INFO - Epoch [5][1360/3757] lr: 9.988e-02, eta: 4 days, 20:43:20, time: 0.693, data_time: 0.002, memory: 5237, top1_acc: 0.1008, top5_acc: 0.2867, loss_cls: 4.4940, loss: 4.4940, grad_norm: 1.3579 2020-07-23 20:21:22,034 - mmaction - INFO - Epoch [5][1380/3757] lr: 9.988e-02, eta: 4 days, 20:42:57, time: 0.624, data_time: 0.002, memory: 5237, top1_acc: 0.1187, top5_acc: 0.2992, loss_cls: 4.4758, loss: 4.4758, grad_norm: 1.4296 2020-07-23 20:21:36,234 - mmaction - INFO - Epoch [5][1400/3757] lr: 9.988e-02, eta: 4 days, 20:43:42, time: 0.709, data_time: 0.002, memory: 5237, top1_acc: 0.1023, top5_acc: 0.2641, loss_cls: 4.5588, loss: 4.5588, grad_norm: 1.3918 2020-07-23 20:21:48,487 - mmaction - INFO - Epoch [5][1420/3757] lr: 9.988e-02, eta: 4 days, 20:43:10, time: 0.613, data_time: 0.002, memory: 5237, top1_acc: 0.1109, top5_acc: 0.2969, loss_cls: 4.4827, loss: 4.4827, grad_norm: 1.4024 2020-07-23 20:22:03,169 - mmaction - INFO - Epoch [5][1440/3757] lr: 9.988e-02, eta: 4 days, 20:44:16, time: 0.735, data_time: 0.002, memory: 5237, top1_acc: 0.1156, top5_acc: 0.2828, loss_cls: 4.4936, loss: 4.4936, grad_norm: 1.4323 2020-07-23 20:22:17,618 - mmaction - INFO - Epoch [5][1460/3757] lr: 9.988e-02, eta: 4 days, 20:45:12, time: 0.723, data_time: 0.001, memory: 5237, top1_acc: 0.1000, top5_acc: 0.2656, loss_cls: 4.5512, loss: 4.5512, grad_norm: 1.4229 2020-07-23 20:22:30,722 - mmaction - INFO - Epoch [5][1480/3757] lr: 9.988e-02, eta: 4 days, 20:45:13, time: 0.655, data_time: 0.001, memory: 5237, top1_acc: 0.0977, top5_acc: 0.2648, loss_cls: 4.5577, loss: 4.5577, grad_norm: 1.3831 2020-07-23 20:22:44,279 - mmaction - INFO - Epoch [5][1500/3757] lr: 9.988e-02, eta: 4 days, 20:45:33, time: 0.677, data_time: 0.002, memory: 5237, top1_acc: 0.1094, top5_acc: 0.2805, loss_cls: 4.5653, loss: 4.5653, grad_norm: 1.4078 2020-07-23 20:22:57,059 - mmaction - INFO - Epoch [5][1520/3757] lr: 9.988e-02, eta: 4 days, 20:45:22, time: 0.640, data_time: 0.002, memory: 5237, top1_acc: 0.1094, top5_acc: 0.2961, loss_cls: 4.5003, loss: 4.5003, grad_norm: 1.3933 2020-07-23 20:23:11,117 - mmaction - INFO - Epoch [5][1540/3757] lr: 9.988e-02, eta: 4 days, 20:46:02, time: 0.703, data_time: 0.001, memory: 5237, top1_acc: 0.1000, top5_acc: 0.2828, loss_cls: 4.5541, loss: 4.5541, grad_norm: 1.4224 2020-07-23 20:23:25,612 - mmaction - INFO - Epoch [5][1560/3757] lr: 9.988e-02, eta: 4 days, 20:46:58, time: 0.724, data_time: 0.002, memory: 5237, top1_acc: 0.1187, top5_acc: 0.2797, loss_cls: 4.5255, loss: 4.5255, grad_norm: 1.4151 2020-07-23 20:23:38,493 - mmaction - INFO - Epoch [5][1580/3757] lr: 9.988e-02, eta: 4 days, 20:46:51, time: 0.645, data_time: 0.002, memory: 5237, top1_acc: 0.1086, top5_acc: 0.2875, loss_cls: 4.5320, loss: 4.5320, grad_norm: 1.4136 2020-07-23 20:23:51,743 - mmaction - INFO - Epoch [5][1600/3757] lr: 9.988e-02, eta: 4 days, 20:46:58, time: 0.662, data_time: 0.002, memory: 5237, top1_acc: 0.0977, top5_acc: 0.2711, loss_cls: 4.5942, loss: 4.5942, grad_norm: 1.3720 2020-07-23 20:24:05,616 - mmaction - INFO - Epoch [5][1620/3757] lr: 9.988e-02, eta: 4 days, 20:47:30, time: 0.693, data_time: 0.001, memory: 5237, top1_acc: 0.1078, top5_acc: 0.3094, loss_cls: 4.4388, loss: 4.4388, grad_norm: 1.3808 2020-07-23 20:24:19,172 - mmaction - INFO - Epoch [5][1640/3757] lr: 9.988e-02, eta: 4 days, 20:47:50, time: 0.678, data_time: 0.002, memory: 5237, top1_acc: 0.1180, top5_acc: 0.3055, loss_cls: 4.4866, loss: 4.4866, grad_norm: 1.4381 2020-07-23 20:24:32,613 - mmaction - INFO - Epoch [5][1660/3757] lr: 9.988e-02, eta: 4 days, 20:48:03, time: 0.671, data_time: 0.001, memory: 5237, top1_acc: 0.0914, top5_acc: 0.2711, loss_cls: 4.5735, loss: 4.5735, grad_norm: 1.4068 2020-07-23 20:24:46,943 - mmaction - INFO - Epoch [5][1680/3757] lr: 9.988e-02, eta: 4 days, 20:48:53, time: 0.717, data_time: 0.003, memory: 5237, top1_acc: 0.1023, top5_acc: 0.2797, loss_cls: 4.5131, loss: 4.5131, grad_norm: 1.3888 2020-07-23 20:25:00,612 - mmaction - INFO - Epoch [5][1700/3757] lr: 9.988e-02, eta: 4 days, 20:49:16, time: 0.683, data_time: 0.003, memory: 5237, top1_acc: 0.1109, top5_acc: 0.2750, loss_cls: 4.5082, loss: 4.5082, grad_norm: 1.4113 2020-07-23 20:25:13,915 - mmaction - INFO - Epoch [5][1720/3757] lr: 9.988e-02, eta: 4 days, 20:49:26, time: 0.666, data_time: 0.003, memory: 5237, top1_acc: 0.1047, top5_acc: 0.2648, loss_cls: 4.5997, loss: 4.5997, grad_norm: 1.3712 2020-07-23 20:25:26,119 - mmaction - INFO - Epoch [5][1740/3757] lr: 9.988e-02, eta: 4 days, 20:48:52, time: 0.610, data_time: 0.002, memory: 5237, top1_acc: 0.1070, top5_acc: 0.2883, loss_cls: 4.5039, loss: 4.5039, grad_norm: 1.3586 2020-07-23 20:25:39,885 - mmaction - INFO - Epoch [5][1760/3757] lr: 9.988e-02, eta: 4 days, 20:49:18, time: 0.688, data_time: 0.002, memory: 5237, top1_acc: 0.0906, top5_acc: 0.2562, loss_cls: 4.5633, loss: 4.5633, grad_norm: 1.4231 2020-07-23 20:25:53,770 - mmaction - INFO - Epoch [5][1780/3757] lr: 9.988e-02, eta: 4 days, 20:49:50, time: 0.694, data_time: 0.001, memory: 5237, top1_acc: 0.1062, top5_acc: 0.2734, loss_cls: 4.5214, loss: 4.5214, grad_norm: 1.4097 2020-07-23 20:26:08,072 - mmaction - INFO - Epoch [5][1800/3757] lr: 9.988e-02, eta: 4 days, 20:50:38, time: 0.715, data_time: 0.002, memory: 5237, top1_acc: 0.0977, top5_acc: 0.2672, loss_cls: 4.5467, loss: 4.5467, grad_norm: 1.3921 2020-07-23 20:26:21,517 - mmaction - INFO - Epoch [5][1820/3757] lr: 9.988e-02, eta: 4 days, 20:50:52, time: 0.672, data_time: 0.002, memory: 5237, top1_acc: 0.0992, top5_acc: 0.2703, loss_cls: 4.5458, loss: 4.5458, grad_norm: 1.3612 2020-07-23 20:26:34,384 - mmaction - INFO - Epoch [5][1840/3757] lr: 9.988e-02, eta: 4 days, 20:50:43, time: 0.643, data_time: 0.002, memory: 5237, top1_acc: 0.1008, top5_acc: 0.2781, loss_cls: 4.5404, loss: 4.5404, grad_norm: 1.3867 2020-07-23 20:26:47,379 - mmaction - INFO - Epoch [5][1860/3757] lr: 9.988e-02, eta: 4 days, 20:50:40, time: 0.650, data_time: 0.002, memory: 5237, top1_acc: 0.1141, top5_acc: 0.2930, loss_cls: 4.4717, loss: 4.4717, grad_norm: 1.4148 2020-07-23 20:27:01,150 - mmaction - INFO - Epoch [5][1880/3757] lr: 9.988e-02, eta: 4 days, 20:51:06, time: 0.688, data_time: 0.002, memory: 5237, top1_acc: 0.1172, top5_acc: 0.2922, loss_cls: 4.4733, loss: 4.4733, grad_norm: 1.4446 2020-07-23 20:27:14,675 - mmaction - INFO - Epoch [5][1900/3757] lr: 9.988e-02, eta: 4 days, 20:51:24, time: 0.676, data_time: 0.002, memory: 5237, top1_acc: 0.1031, top5_acc: 0.2945, loss_cls: 4.5457, loss: 4.5457, grad_norm: 1.3912 2020-07-23 20:27:28,759 - mmaction - INFO - Epoch [5][1920/3757] lr: 9.988e-02, eta: 4 days, 20:52:02, time: 0.704, data_time: 0.002, memory: 5237, top1_acc: 0.1055, top5_acc: 0.3063, loss_cls: 4.4485, loss: 4.4485, grad_norm: 1.3862 2020-07-23 20:27:43,892 - mmaction - INFO - Epoch [5][1940/3757] lr: 9.988e-02, eta: 4 days, 20:53:22, time: 0.756, data_time: 0.002, memory: 5237, top1_acc: 0.1078, top5_acc: 0.2609, loss_cls: 4.5951, loss: 4.5951, grad_norm: 1.3878 2020-07-23 20:27:57,271 - mmaction - INFO - Epoch [5][1960/3757] lr: 9.988e-02, eta: 4 days, 20:53:33, time: 0.670, data_time: 0.003, memory: 5237, top1_acc: 0.1000, top5_acc: 0.2812, loss_cls: 4.5527, loss: 4.5527, grad_norm: 1.3843 2020-07-23 20:28:10,797 - mmaction - INFO - Epoch [5][1980/3757] lr: 9.988e-02, eta: 4 days, 20:53:49, time: 0.676, data_time: 0.001, memory: 5237, top1_acc: 0.1070, top5_acc: 0.2984, loss_cls: 4.4902, loss: 4.4902, grad_norm: 1.4419 2020-07-23 20:28:24,923 - mmaction - INFO - Epoch [5][2000/3757] lr: 9.988e-02, eta: 4 days, 20:54:29, time: 0.707, data_time: 0.002, memory: 5237, top1_acc: 0.1078, top5_acc: 0.2750, loss_cls: 4.5456, loss: 4.5456, grad_norm: 1.4306 2020-07-23 20:28:38,193 - mmaction - INFO - Epoch [5][2020/3757] lr: 9.988e-02, eta: 4 days, 20:54:35, time: 0.663, data_time: 0.001, memory: 5237, top1_acc: 0.1094, top5_acc: 0.2773, loss_cls: 4.5107, loss: 4.5107, grad_norm: 1.3901 2020-07-23 20:28:51,978 - mmaction - INFO - Epoch [5][2040/3757] lr: 9.988e-02, eta: 4 days, 20:55:02, time: 0.690, data_time: 0.002, memory: 5237, top1_acc: 0.0969, top5_acc: 0.2625, loss_cls: 4.5431, loss: 4.5431, grad_norm: 1.4226 2020-07-23 20:29:05,612 - mmaction - INFO - Epoch [5][2060/3757] lr: 9.988e-02, eta: 4 days, 20:55:23, time: 0.682, data_time: 0.002, memory: 5237, top1_acc: 0.1000, top5_acc: 0.2789, loss_cls: 4.5792, loss: 4.5792, grad_norm: 1.3746 2020-07-23 20:29:18,106 - mmaction - INFO - Epoch [5][2080/3757] lr: 9.988e-02, eta: 4 days, 20:54:59, time: 0.625, data_time: 0.001, memory: 5237, top1_acc: 0.1016, top5_acc: 0.2750, loss_cls: 4.5361, loss: 4.5361, grad_norm: 1.4024 2020-07-23 20:29:32,746 - mmaction - INFO - Epoch [5][2100/3757] lr: 9.988e-02, eta: 4 days, 20:55:58, time: 0.732, data_time: 0.002, memory: 5237, top1_acc: 0.1055, top5_acc: 0.2711, loss_cls: 4.5300, loss: 4.5300, grad_norm: 1.3697 2020-07-23 20:29:47,427 - mmaction - INFO - Epoch [5][2120/3757] lr: 9.988e-02, eta: 4 days, 20:56:59, time: 0.735, data_time: 0.002, memory: 5237, top1_acc: 0.1133, top5_acc: 0.2891, loss_cls: 4.4776, loss: 4.4776, grad_norm: 1.3867 2020-07-23 20:30:00,338 - mmaction - INFO - Epoch [5][2140/3757] lr: 9.988e-02, eta: 4 days, 20:56:51, time: 0.645, data_time: 0.001, memory: 5237, top1_acc: 0.1008, top5_acc: 0.2836, loss_cls: 4.5070, loss: 4.5070, grad_norm: 1.3980 2020-07-23 20:30:12,966 - mmaction - INFO - Epoch [5][2160/3757] lr: 9.988e-02, eta: 4 days, 20:56:33, time: 0.632, data_time: 0.003, memory: 5237, top1_acc: 0.1187, top5_acc: 0.2906, loss_cls: 4.5416, loss: 4.5416, grad_norm: 1.4321 2020-07-23 20:30:25,608 - mmaction - INFO - Epoch [5][2180/3757] lr: 9.988e-02, eta: 4 days, 20:56:15, time: 0.632, data_time: 0.002, memory: 5237, top1_acc: 0.1047, top5_acc: 0.2922, loss_cls: 4.4924, loss: 4.4924, grad_norm: 1.4050 2020-07-23 20:30:39,453 - mmaction - INFO - Epoch [5][2200/3757] lr: 9.988e-02, eta: 4 days, 20:56:43, time: 0.693, data_time: 0.002, memory: 5237, top1_acc: 0.1094, top5_acc: 0.2828, loss_cls: 4.5624, loss: 4.5624, grad_norm: 1.4136 2020-07-23 20:30:53,311 - mmaction - INFO - Epoch [5][2220/3757] lr: 9.988e-02, eta: 4 days, 20:57:12, time: 0.693, data_time: 0.002, memory: 5237, top1_acc: 0.1078, top5_acc: 0.2969, loss_cls: 4.4807, loss: 4.4807, grad_norm: 1.4684 2020-07-23 20:31:07,642 - mmaction - INFO - Epoch [5][2240/3757] lr: 9.988e-02, eta: 4 days, 20:57:58, time: 0.717, data_time: 0.002, memory: 5237, top1_acc: 0.1031, top5_acc: 0.2797, loss_cls: 4.4542, loss: 4.4542, grad_norm: 1.4217 2020-07-23 20:31:20,820 - mmaction - INFO - Epoch [5][2260/3757] lr: 9.988e-02, eta: 4 days, 20:58:01, time: 0.659, data_time: 0.002, memory: 5237, top1_acc: 0.1148, top5_acc: 0.2938, loss_cls: 4.4952, loss: 4.4952, grad_norm: 1.4050 2020-07-23 20:31:34,033 - mmaction - INFO - Epoch [5][2280/3757] lr: 9.988e-02, eta: 4 days, 20:58:05, time: 0.661, data_time: 0.001, memory: 5237, top1_acc: 0.1047, top5_acc: 0.2789, loss_cls: 4.4883, loss: 4.4883, grad_norm: 1.3875 2020-07-23 20:31:49,626 - mmaction - INFO - Epoch [5][2300/3757] lr: 9.988e-02, eta: 4 days, 20:59:39, time: 0.780, data_time: 0.002, memory: 5237, top1_acc: 0.1078, top5_acc: 0.2789, loss_cls: 4.5503, loss: 4.5503, grad_norm: 1.3955 2020-07-23 20:32:02,705 - mmaction - INFO - Epoch [5][2320/3757] lr: 9.988e-02, eta: 4 days, 20:59:37, time: 0.654, data_time: 0.001, memory: 5237, top1_acc: 0.0977, top5_acc: 0.2656, loss_cls: 4.5615, loss: 4.5615, grad_norm: 1.3862 2020-07-23 20:32:15,180 - mmaction - INFO - Epoch [5][2340/3757] lr: 9.988e-02, eta: 4 days, 20:59:13, time: 0.624, data_time: 0.001, memory: 5237, top1_acc: 0.1008, top5_acc: 0.2687, loss_cls: 4.5784, loss: 4.5784, grad_norm: 1.4320 2020-07-23 20:32:28,246 - mmaction - INFO - Epoch [5][2360/3757] lr: 9.988e-02, eta: 4 days, 20:59:10, time: 0.653, data_time: 0.001, memory: 5237, top1_acc: 0.0953, top5_acc: 0.2562, loss_cls: 4.5252, loss: 4.5252, grad_norm: 1.3817 2020-07-23 20:32:41,114 - mmaction - INFO - Epoch [5][2380/3757] lr: 9.988e-02, eta: 4 days, 20:59:01, time: 0.643, data_time: 0.002, memory: 5237, top1_acc: 0.1125, top5_acc: 0.2742, loss_cls: 4.4881, loss: 4.4881, grad_norm: 1.4097 2020-07-23 20:32:53,820 - mmaction - INFO - Epoch [5][2400/3757] lr: 9.988e-02, eta: 4 days, 20:58:45, time: 0.635, data_time: 0.002, memory: 5237, top1_acc: 0.0969, top5_acc: 0.2742, loss_cls: 4.4956, loss: 4.4956, grad_norm: 1.4371 2020-07-23 20:33:08,253 - mmaction - INFO - Epoch [5][2420/3757] lr: 9.988e-02, eta: 4 days, 20:59:35, time: 0.722, data_time: 0.002, memory: 5237, top1_acc: 0.1070, top5_acc: 0.2852, loss_cls: 4.4647, loss: 4.4647, grad_norm: 1.4366 2020-07-23 20:33:21,997 - mmaction - INFO - Epoch [5][2440/3757] lr: 9.988e-02, eta: 4 days, 20:59:58, time: 0.687, data_time: 0.002, memory: 5237, top1_acc: 0.1062, top5_acc: 0.2945, loss_cls: 4.4965, loss: 4.4965, grad_norm: 1.4250 2020-07-23 20:33:35,991 - mmaction - INFO - Epoch [5][2460/3757] lr: 9.988e-02, eta: 4 days, 21:00:30, time: 0.699, data_time: 0.001, memory: 5237, top1_acc: 0.0953, top5_acc: 0.2664, loss_cls: 4.5399, loss: 4.5399, grad_norm: 1.4336 2020-07-23 20:33:51,541 - mmaction - INFO - Epoch [5][2480/3757] lr: 9.988e-02, eta: 4 days, 21:02:01, time: 0.778, data_time: 0.002, memory: 5237, top1_acc: 0.1109, top5_acc: 0.2852, loss_cls: 4.5542, loss: 4.5542, grad_norm: 1.3553 2020-07-23 20:34:05,821 - mmaction - INFO - Epoch [5][2500/3757] lr: 9.988e-02, eta: 4 days, 21:02:45, time: 0.715, data_time: 0.002, memory: 5237, top1_acc: 0.1062, top5_acc: 0.2852, loss_cls: 4.5059, loss: 4.5059, grad_norm: 1.3811 2020-07-23 20:34:19,787 - mmaction - INFO - Epoch [5][2520/3757] lr: 9.988e-02, eta: 4 days, 21:03:16, time: 0.698, data_time: 0.002, memory: 5237, top1_acc: 0.1148, top5_acc: 0.2766, loss_cls: 4.5498, loss: 4.5498, grad_norm: 1.4555 2020-07-23 20:34:33,717 - mmaction - INFO - Epoch [5][2540/3757] lr: 9.988e-02, eta: 4 days, 21:03:46, time: 0.697, data_time: 0.002, memory: 5237, top1_acc: 0.0898, top5_acc: 0.2586, loss_cls: 4.6004, loss: 4.6004, grad_norm: 1.4232 2020-07-23 20:34:47,339 - mmaction - INFO - Epoch [5][2560/3757] lr: 9.988e-02, eta: 4 days, 21:04:04, time: 0.681, data_time: 0.003, memory: 5237, top1_acc: 0.0977, top5_acc: 0.2539, loss_cls: 4.6162, loss: 4.6162, grad_norm: 1.3913 2020-07-23 20:35:02,115 - mmaction - INFO - Epoch [5][2580/3757] lr: 9.988e-02, eta: 4 days, 21:05:05, time: 0.739, data_time: 0.002, memory: 5237, top1_acc: 0.1086, top5_acc: 0.2727, loss_cls: 4.5011, loss: 4.5011, grad_norm: 1.4040 2020-07-23 20:35:15,876 - mmaction - INFO - Epoch [5][2600/3757] lr: 9.988e-02, eta: 4 days, 21:05:28, time: 0.688, data_time: 0.002, memory: 5237, top1_acc: 0.0969, top5_acc: 0.2727, loss_cls: 4.5617, loss: 4.5617, grad_norm: 1.3875 2020-07-23 20:35:29,703 - mmaction - INFO - Epoch [5][2620/3757] lr: 9.988e-02, eta: 4 days, 21:05:54, time: 0.691, data_time: 0.001, memory: 5237, top1_acc: 0.1008, top5_acc: 0.2562, loss_cls: 4.5446, loss: 4.5446, grad_norm: 1.3809 2020-07-23 20:35:43,534 - mmaction - INFO - Epoch [5][2640/3757] lr: 9.988e-02, eta: 4 days, 21:06:18, time: 0.690, data_time: 0.002, memory: 5237, top1_acc: 0.0906, top5_acc: 0.2641, loss_cls: 4.6420, loss: 4.6420, grad_norm: 1.3775 2020-07-23 20:35:56,793 - mmaction - INFO - Epoch [5][2660/3757] lr: 9.988e-02, eta: 4 days, 21:06:24, time: 0.665, data_time: 0.003, memory: 5237, top1_acc: 0.1023, top5_acc: 0.2609, loss_cls: 4.5445, loss: 4.5445, grad_norm: 1.3550 2020-07-23 20:36:10,217 - mmaction - INFO - Epoch [5][2680/3757] lr: 9.988e-02, eta: 4 days, 21:06:34, time: 0.671, data_time: 0.001, memory: 5237, top1_acc: 0.1102, top5_acc: 0.2812, loss_cls: 4.5093, loss: 4.5093, grad_norm: 1.3896 2020-07-23 20:36:23,206 - mmaction - INFO - Epoch [5][2700/3757] lr: 9.988e-02, eta: 4 days, 21:06:28, time: 0.649, data_time: 0.001, memory: 5237, top1_acc: 0.1031, top5_acc: 0.2727, loss_cls: 4.5056, loss: 4.5056, grad_norm: 1.3695 2020-07-23 20:36:36,973 - mmaction - INFO - Epoch [5][2720/3757] lr: 9.988e-02, eta: 4 days, 21:06:50, time: 0.688, data_time: 0.002, memory: 5237, top1_acc: 0.0984, top5_acc: 0.2859, loss_cls: 4.5060, loss: 4.5060, grad_norm: 1.3799 2020-07-23 20:36:50,452 - mmaction - INFO - Epoch [5][2740/3757] lr: 9.988e-02, eta: 4 days, 21:07:03, time: 0.675, data_time: 0.003, memory: 5237, top1_acc: 0.1008, top5_acc: 0.2977, loss_cls: 4.4972, loss: 4.4972, grad_norm: 1.4070 2020-07-23 20:37:03,766 - mmaction - INFO - Epoch [5][2760/3757] lr: 9.988e-02, eta: 4 days, 21:07:09, time: 0.665, data_time: 0.002, memory: 5237, top1_acc: 0.1078, top5_acc: 0.2883, loss_cls: 4.5080, loss: 4.5080, grad_norm: 1.4135 2020-07-23 20:37:18,360 - mmaction - INFO - Epoch [5][2780/3757] lr: 9.988e-02, eta: 4 days, 21:08:02, time: 0.730, data_time: 0.002, memory: 5237, top1_acc: 0.1180, top5_acc: 0.2891, loss_cls: 4.4291, loss: 4.4291, grad_norm: 1.3839 2020-07-23 20:37:31,690 - mmaction - INFO - Epoch [5][2800/3757] lr: 9.988e-02, eta: 4 days, 21:08:08, time: 0.666, data_time: 0.001, memory: 5237, top1_acc: 0.1055, top5_acc: 0.2680, loss_cls: 4.4930, loss: 4.4930, grad_norm: 1.4204 2020-07-23 20:37:44,835 - mmaction - INFO - Epoch [5][2820/3757] lr: 9.988e-02, eta: 4 days, 21:08:09, time: 0.658, data_time: 0.002, memory: 5237, top1_acc: 0.1023, top5_acc: 0.2758, loss_cls: 4.5484, loss: 4.5484, grad_norm: 1.3985 2020-07-23 20:37:59,155 - mmaction - INFO - Epoch [5][2840/3757] lr: 9.988e-02, eta: 4 days, 21:08:50, time: 0.714, data_time: 0.001, memory: 5237, top1_acc: 0.1242, top5_acc: 0.3055, loss_cls: 4.4291, loss: 4.4291, grad_norm: 1.3914 2020-07-23 20:38:11,921 - mmaction - INFO - Epoch [5][2860/3757] lr: 9.988e-02, eta: 4 days, 21:08:36, time: 0.639, data_time: 0.003, memory: 5237, top1_acc: 0.1047, top5_acc: 0.2797, loss_cls: 4.5098, loss: 4.5098, grad_norm: 1.4061 2020-07-23 20:38:25,372 - mmaction - INFO - Epoch [5][2880/3757] lr: 9.988e-02, eta: 4 days, 21:08:47, time: 0.673, data_time: 0.002, memory: 5237, top1_acc: 0.1141, top5_acc: 0.2938, loss_cls: 4.4834, loss: 4.4834, grad_norm: 1.4304 2020-07-23 20:38:37,959 - mmaction - INFO - Epoch [5][2900/3757] lr: 9.988e-02, eta: 4 days, 21:08:26, time: 0.629, data_time: 0.002, memory: 5237, top1_acc: 0.1195, top5_acc: 0.2922, loss_cls: 4.4402, loss: 4.4402, grad_norm: 1.3858 2020-07-23 20:38:50,545 - mmaction - INFO - Epoch [5][2920/3757] lr: 9.988e-02, eta: 4 days, 21:08:05, time: 0.630, data_time: 0.002, memory: 5237, top1_acc: 0.1219, top5_acc: 0.3055, loss_cls: 4.4130, loss: 4.4130, grad_norm: 1.4440 2020-07-23 20:39:03,423 - mmaction - INFO - Epoch [5][2940/3757] lr: 9.988e-02, eta: 4 days, 21:07:55, time: 0.644, data_time: 0.002, memory: 5237, top1_acc: 0.0906, top5_acc: 0.2687, loss_cls: 4.6134, loss: 4.6134, grad_norm: 1.4576 2020-07-23 20:39:16,777 - mmaction - INFO - Epoch [5][2960/3757] lr: 9.988e-02, eta: 4 days, 21:08:01, time: 0.667, data_time: 0.002, memory: 5237, top1_acc: 0.1016, top5_acc: 0.2805, loss_cls: 4.5071, loss: 4.5071, grad_norm: 1.4144 2020-07-23 20:39:29,782 - mmaction - INFO - Epoch [5][2980/3757] lr: 9.988e-02, eta: 4 days, 21:07:56, time: 0.651, data_time: 0.002, memory: 5237, top1_acc: 0.1078, top5_acc: 0.2961, loss_cls: 4.4483, loss: 4.4483, grad_norm: 1.3826 2020-07-23 20:39:42,252 - mmaction - INFO - Epoch [5][3000/3757] lr: 9.988e-02, eta: 4 days, 21:07:31, time: 0.624, data_time: 0.002, memory: 5237, top1_acc: 0.0938, top5_acc: 0.2625, loss_cls: 4.5683, loss: 4.5683, grad_norm: 1.4547 2020-07-23 20:39:54,181 - mmaction - INFO - Epoch [5][3020/3757] lr: 9.988e-02, eta: 4 days, 21:06:45, time: 0.595, data_time: 0.002, memory: 5237, top1_acc: 0.1180, top5_acc: 0.2828, loss_cls: 4.4985, loss: 4.4985, grad_norm: 1.4056 2020-07-23 20:40:06,940 - mmaction - INFO - Epoch [5][3040/3757] lr: 9.988e-02, eta: 4 days, 21:06:31, time: 0.639, data_time: 0.003, memory: 5237, top1_acc: 0.1164, top5_acc: 0.2820, loss_cls: 4.5688, loss: 4.5688, grad_norm: 1.3954 2020-07-23 20:40:20,017 - mmaction - INFO - Epoch [5][3060/3757] lr: 9.988e-02, eta: 4 days, 21:06:27, time: 0.652, data_time: 0.001, memory: 5237, top1_acc: 0.1070, top5_acc: 0.2875, loss_cls: 4.4910, loss: 4.4910, grad_norm: 1.3966 2020-07-23 20:40:32,655 - mmaction - INFO - Epoch [5][3080/3757] lr: 9.988e-02, eta: 4 days, 21:06:09, time: 0.633, data_time: 0.003, memory: 5237, top1_acc: 0.1203, top5_acc: 0.2781, loss_cls: 4.4406, loss: 4.4406, grad_norm: 1.3991 2020-07-23 20:40:46,517 - mmaction - INFO - Epoch [5][3100/3757] lr: 9.988e-02, eta: 4 days, 21:06:34, time: 0.693, data_time: 0.001, memory: 5237, top1_acc: 0.1055, top5_acc: 0.2781, loss_cls: 4.4932, loss: 4.4932, grad_norm: 1.4349 2020-07-23 20:41:00,096 - mmaction - INFO - Epoch [5][3120/3757] lr: 9.988e-02, eta: 4 days, 21:06:49, time: 0.678, data_time: 0.002, memory: 5237, top1_acc: 0.0852, top5_acc: 0.2930, loss_cls: 4.5219, loss: 4.5219, grad_norm: 1.4365 2020-07-23 20:41:12,822 - mmaction - INFO - Epoch [5][3140/3757] lr: 9.988e-02, eta: 4 days, 21:06:33, time: 0.637, data_time: 0.002, memory: 5237, top1_acc: 0.1109, top5_acc: 0.2898, loss_cls: 4.4176, loss: 4.4176, grad_norm: 1.4127 2020-07-23 20:41:25,468 - mmaction - INFO - Epoch [5][3160/3757] lr: 9.988e-02, eta: 4 days, 21:06:14, time: 0.632, data_time: 0.002, memory: 5237, top1_acc: 0.1133, top5_acc: 0.2891, loss_cls: 4.4374, loss: 4.4374, grad_norm: 1.4410 2020-07-23 20:41:39,343 - mmaction - INFO - Epoch [5][3180/3757] lr: 9.988e-02, eta: 4 days, 21:06:40, time: 0.694, data_time: 0.002, memory: 5237, top1_acc: 0.1219, top5_acc: 0.2922, loss_cls: 4.4472, loss: 4.4472, grad_norm: 1.4243 2020-07-23 20:41:53,431 - mmaction - INFO - Epoch [5][3200/3757] lr: 9.988e-02, eta: 4 days, 21:07:13, time: 0.704, data_time: 0.002, memory: 5237, top1_acc: 0.1164, top5_acc: 0.2781, loss_cls: 4.5400, loss: 4.5400, grad_norm: 1.4082 2020-07-23 20:42:07,709 - mmaction - INFO - Epoch [5][3220/3757] lr: 9.988e-02, eta: 4 days, 21:07:53, time: 0.715, data_time: 0.003, memory: 5237, top1_acc: 0.1078, top5_acc: 0.3070, loss_cls: 4.4235, loss: 4.4235, grad_norm: 1.3732 2020-07-23 20:42:21,003 - mmaction - INFO - Epoch [5][3240/3757] lr: 9.988e-02, eta: 4 days, 21:07:57, time: 0.664, data_time: 0.001, memory: 5237, top1_acc: 0.1180, top5_acc: 0.2867, loss_cls: 4.4536, loss: 4.4536, grad_norm: 1.4402 2020-07-23 20:42:33,667 - mmaction - INFO - Epoch [5][3260/3757] lr: 9.988e-02, eta: 4 days, 21:07:39, time: 0.633, data_time: 0.002, memory: 5237, top1_acc: 0.1297, top5_acc: 0.2977, loss_cls: 4.4421, loss: 4.4421, grad_norm: 1.4081 2020-07-23 20:42:46,144 - mmaction - INFO - Epoch [5][3280/3757] lr: 9.988e-02, eta: 4 days, 21:07:14, time: 0.624, data_time: 0.002, memory: 5237, top1_acc: 0.1172, top5_acc: 0.2875, loss_cls: 4.4888, loss: 4.4888, grad_norm: 1.4307 2020-07-23 20:42:59,175 - mmaction - INFO - Epoch [5][3300/3757] lr: 9.988e-02, eta: 4 days, 21:07:09, time: 0.652, data_time: 0.002, memory: 5237, top1_acc: 0.1086, top5_acc: 0.2750, loss_cls: 4.5552, loss: 4.5552, grad_norm: 1.3996 2020-07-23 20:43:12,109 - mmaction - INFO - Epoch [5][3320/3757] lr: 9.988e-02, eta: 4 days, 21:07:00, time: 0.646, data_time: 0.003, memory: 5237, top1_acc: 0.1031, top5_acc: 0.2805, loss_cls: 4.4945, loss: 4.4945, grad_norm: 1.4314 2020-07-23 20:43:25,763 - mmaction - INFO - Epoch [5][3340/3757] lr: 9.988e-02, eta: 4 days, 21:07:17, time: 0.682, data_time: 0.002, memory: 5237, top1_acc: 0.1180, top5_acc: 0.2867, loss_cls: 4.4482, loss: 4.4482, grad_norm: 1.4268 2020-07-23 20:43:39,008 - mmaction - INFO - Epoch [5][3360/3757] lr: 9.988e-02, eta: 4 days, 21:07:20, time: 0.663, data_time: 0.002, memory: 5237, top1_acc: 0.1008, top5_acc: 0.2742, loss_cls: 4.4833, loss: 4.4833, grad_norm: 1.4126 2020-07-23 20:43:52,625 - mmaction - INFO - Epoch [5][3380/3757] lr: 9.988e-02, eta: 4 days, 21:07:35, time: 0.681, data_time: 0.002, memory: 5237, top1_acc: 0.1133, top5_acc: 0.2797, loss_cls: 4.4930, loss: 4.4930, grad_norm: 1.4692 2020-07-23 20:44:05,138 - mmaction - INFO - Epoch [5][3400/3757] lr: 9.988e-02, eta: 4 days, 21:07:11, time: 0.626, data_time: 0.002, memory: 5237, top1_acc: 0.1281, top5_acc: 0.2984, loss_cls: 4.4533, loss: 4.4533, grad_norm: 1.4538 2020-07-23 20:44:18,216 - mmaction - INFO - Epoch [5][3420/3757] lr: 9.988e-02, eta: 4 days, 21:07:08, time: 0.654, data_time: 0.002, memory: 5237, top1_acc: 0.1039, top5_acc: 0.2719, loss_cls: 4.5493, loss: 4.5493, grad_norm: 1.4273 2020-07-23 20:44:31,538 - mmaction - INFO - Epoch [5][3440/3757] lr: 9.988e-02, eta: 4 days, 21:07:13, time: 0.667, data_time: 0.002, memory: 5237, top1_acc: 0.1250, top5_acc: 0.3125, loss_cls: 4.4391, loss: 4.4391, grad_norm: 1.4131 2020-07-23 20:44:44,309 - mmaction - INFO - Epoch [5][3460/3757] lr: 9.988e-02, eta: 4 days, 21:06:58, time: 0.638, data_time: 0.002, memory: 5237, top1_acc: 0.1070, top5_acc: 0.2805, loss_cls: 4.5276, loss: 4.5276, grad_norm: 1.4561 2020-07-23 20:44:56,645 - mmaction - INFO - Epoch [5][3480/3757] lr: 9.988e-02, eta: 4 days, 21:06:29, time: 0.618, data_time: 0.002, memory: 5237, top1_acc: 0.1180, top5_acc: 0.2953, loss_cls: 4.4435, loss: 4.4435, grad_norm: 1.4010 2020-07-23 20:45:10,884 - mmaction - INFO - Epoch [5][3500/3757] lr: 9.988e-02, eta: 4 days, 21:07:07, time: 0.712, data_time: 0.002, memory: 5237, top1_acc: 0.1117, top5_acc: 0.2891, loss_cls: 4.4872, loss: 4.4872, grad_norm: 1.4374 2020-07-23 20:45:25,288 - mmaction - INFO - Epoch [5][3520/3757] lr: 9.988e-02, eta: 4 days, 21:07:50, time: 0.720, data_time: 0.001, memory: 5237, top1_acc: 0.1086, top5_acc: 0.2883, loss_cls: 4.5502, loss: 4.5502, grad_norm: 1.4289 2020-07-23 20:45:40,407 - mmaction - INFO - Epoch [5][3540/3757] lr: 9.988e-02, eta: 4 days, 21:08:58, time: 0.756, data_time: 0.001, memory: 5237, top1_acc: 0.1070, top5_acc: 0.2891, loss_cls: 4.4757, loss: 4.4757, grad_norm: 1.4154 2020-07-23 20:45:54,970 - mmaction - INFO - Epoch [5][3560/3757] lr: 9.988e-02, eta: 4 days, 21:09:47, time: 0.728, data_time: 0.002, memory: 5237, top1_acc: 0.1062, top5_acc: 0.2656, loss_cls: 4.4936, loss: 4.4936, grad_norm: 1.4061 2020-07-23 20:46:08,661 - mmaction - INFO - Epoch [5][3580/3757] lr: 9.988e-02, eta: 4 days, 21:10:05, time: 0.685, data_time: 0.002, memory: 5237, top1_acc: 0.1078, top5_acc: 0.2953, loss_cls: 4.4234, loss: 4.4234, grad_norm: 1.3997 2020-07-23 20:46:22,732 - mmaction - INFO - Epoch [5][3600/3757] lr: 9.988e-02, eta: 4 days, 21:10:35, time: 0.703, data_time: 0.002, memory: 5237, top1_acc: 0.1078, top5_acc: 0.2883, loss_cls: 4.4558, loss: 4.4558, grad_norm: 1.4534 2020-07-23 20:46:36,518 - mmaction - INFO - Epoch [5][3620/3757] lr: 9.988e-02, eta: 4 days, 21:10:57, time: 0.690, data_time: 0.002, memory: 5237, top1_acc: 0.1078, top5_acc: 0.2836, loss_cls: 4.4836, loss: 4.4836, grad_norm: 1.4434 2020-07-23 20:46:49,132 - mmaction - INFO - Epoch [5][3640/3757] lr: 9.988e-02, eta: 4 days, 21:10:36, time: 0.631, data_time: 0.001, memory: 5237, top1_acc: 0.1125, top5_acc: 0.2945, loss_cls: 4.5380, loss: 4.5380, grad_norm: 1.4107 2020-07-23 20:47:02,162 - mmaction - INFO - Epoch [5][3660/3757] lr: 9.988e-02, eta: 4 days, 21:10:28, time: 0.649, data_time: 0.001, memory: 5237, top1_acc: 0.1031, top5_acc: 0.2797, loss_cls: 4.5069, loss: 4.5069, grad_norm: 1.4296 2020-07-23 20:47:16,363 - mmaction - INFO - Epoch [5][3680/3757] lr: 9.988e-02, eta: 4 days, 21:11:05, time: 0.712, data_time: 0.004, memory: 5237, top1_acc: 0.1180, top5_acc: 0.3164, loss_cls: 4.4202, loss: 4.4202, grad_norm: 1.4447 2020-07-23 20:47:28,796 - mmaction - INFO - Epoch [5][3700/3757] lr: 9.988e-02, eta: 4 days, 21:10:39, time: 0.622, data_time: 0.002, memory: 5237, top1_acc: 0.1055, top5_acc: 0.2969, loss_cls: 4.4541, loss: 4.4541, grad_norm: 1.4471 2020-07-23 20:47:42,207 - mmaction - INFO - Epoch [5][3720/3757] lr: 9.988e-02, eta: 4 days, 21:10:46, time: 0.671, data_time: 0.002, memory: 5237, top1_acc: 0.1187, top5_acc: 0.2922, loss_cls: 4.5042, loss: 4.5042, grad_norm: 1.4637 2020-07-23 20:47:55,887 - mmaction - INFO - Epoch [5][3740/3757] lr: 9.988e-02, eta: 4 days, 21:11:03, time: 0.684, data_time: 0.002, memory: 5237, top1_acc: 0.0977, top5_acc: 0.2766, loss_cls: 4.5111, loss: 4.5111, grad_norm: 1.4440 2020-07-23 20:48:13,341 - mmaction - INFO - Saving checkpoint at 5 epochs 2020-07-23 20:53:03,830 - mmaction - INFO - Epoch [6][20/3757] lr: 9.981e-02, eta: 4 days, 23:44:32, time: 14.392, data_time: 13.617, memory: 5237, top1_acc: 0.1141, top5_acc: 0.2930, loss_cls: 4.4545, loss: 4.4545, grad_norm: 1.4708 2020-07-23 20:53:17,901 - mmaction - INFO - Epoch [6][40/3757] lr: 9.981e-02, eta: 4 days, 23:44:53, time: 0.704, data_time: 0.003, memory: 5237, top1_acc: 0.1180, top5_acc: 0.2859, loss_cls: 4.5017, loss: 4.5017, grad_norm: 1.4665 2020-07-23 20:53:31,798 - mmaction - INFO - Epoch [6][60/3757] lr: 9.981e-02, eta: 4 days, 23:45:07, time: 0.695, data_time: 0.002, memory: 5237, top1_acc: 0.1117, top5_acc: 0.2836, loss_cls: 4.5328, loss: 4.5328, grad_norm: 1.4058 2020-07-23 20:53:45,631 - mmaction - INFO - Epoch [6][80/3757] lr: 9.981e-02, eta: 4 days, 23:45:19, time: 0.692, data_time: 0.003, memory: 5237, top1_acc: 0.1156, top5_acc: 0.3148, loss_cls: 4.4283, loss: 4.4283, grad_norm: 1.4267 2020-07-23 20:54:00,971 - mmaction - INFO - Epoch [6][100/3757] lr: 9.981e-02, eta: 4 days, 23:46:24, time: 0.767, data_time: 0.002, memory: 5237, top1_acc: 0.1039, top5_acc: 0.2977, loss_cls: 4.4558, loss: 4.4558, grad_norm: 1.4775 2020-07-23 20:54:13,664 - mmaction - INFO - Epoch [6][120/3757] lr: 9.981e-02, eta: 4 days, 23:45:56, time: 0.635, data_time: 0.002, memory: 5237, top1_acc: 0.1039, top5_acc: 0.2680, loss_cls: 4.5384, loss: 4.5384, grad_norm: 1.4451 2020-07-23 20:54:26,784 - mmaction - INFO - Epoch [6][140/3757] lr: 9.981e-02, eta: 4 days, 23:45:42, time: 0.655, data_time: 0.002, memory: 5237, top1_acc: 0.1047, top5_acc: 0.2836, loss_cls: 4.5610, loss: 4.5610, grad_norm: 1.4368 2020-07-23 20:54:40,286 - mmaction - INFO - Epoch [6][160/3757] lr: 9.981e-02, eta: 4 days, 23:45:43, time: 0.676, data_time: 0.003, memory: 5237, top1_acc: 0.1070, top5_acc: 0.2938, loss_cls: 4.4356, loss: 4.4356, grad_norm: 1.4267 2020-07-23 20:54:53,758 - mmaction - INFO - Epoch [6][180/3757] lr: 9.981e-02, eta: 4 days, 23:45:42, time: 0.673, data_time: 0.001, memory: 5237, top1_acc: 0.1141, top5_acc: 0.2867, loss_cls: 4.4733, loss: 4.4733, grad_norm: 1.4276 2020-07-23 20:55:06,822 - mmaction - INFO - Epoch [6][200/3757] lr: 9.981e-02, eta: 4 days, 23:45:27, time: 0.653, data_time: 0.003, memory: 5237, top1_acc: 0.1156, top5_acc: 0.3023, loss_cls: 4.4589, loss: 4.4589, grad_norm: 1.4666 2020-07-23 20:55:20,121 - mmaction - INFO - Epoch [6][220/3757] lr: 9.981e-02, eta: 4 days, 23:45:20, time: 0.665, data_time: 0.003, memory: 5237, top1_acc: 0.1070, top5_acc: 0.2969, loss_cls: 4.4857, loss: 4.4857, grad_norm: 1.4323 2020-07-23 20:55:34,235 - mmaction - INFO - Epoch [6][240/3757] lr: 9.981e-02, eta: 4 days, 23:45:41, time: 0.706, data_time: 0.002, memory: 5237, top1_acc: 0.1047, top5_acc: 0.2977, loss_cls: 4.4608, loss: 4.4608, grad_norm: 1.3987 2020-07-23 20:55:48,170 - mmaction - INFO - Epoch [6][260/3757] lr: 9.981e-02, eta: 4 days, 23:45:56, time: 0.697, data_time: 0.002, memory: 5237, top1_acc: 0.1266, top5_acc: 0.3102, loss_cls: 4.3660, loss: 4.3660, grad_norm: 1.4571 2020-07-23 20:56:01,354 - mmaction - INFO - Epoch [6][280/3757] lr: 9.981e-02, eta: 4 days, 23:45:45, time: 0.659, data_time: 0.002, memory: 5237, top1_acc: 0.1125, top5_acc: 0.2930, loss_cls: 4.4997, loss: 4.4997, grad_norm: 1.4637 2020-07-23 20:56:14,571 - mmaction - INFO - Epoch [6][300/3757] lr: 9.981e-02, eta: 4 days, 23:45:36, time: 0.661, data_time: 0.001, memory: 5237, top1_acc: 0.1148, top5_acc: 0.2836, loss_cls: 4.4437, loss: 4.4437, grad_norm: 1.3690 2020-07-23 20:56:28,217 - mmaction - INFO - Epoch [6][320/3757] lr: 9.981e-02, eta: 4 days, 23:45:40, time: 0.682, data_time: 0.001, memory: 5237, top1_acc: 0.1016, top5_acc: 0.2648, loss_cls: 4.4963, loss: 4.4963, grad_norm: 1.4303 2020-07-23 20:56:41,425 - mmaction - INFO - Epoch [6][340/3757] lr: 9.981e-02, eta: 4 days, 23:45:30, time: 0.660, data_time: 0.002, memory: 5237, top1_acc: 0.1094, top5_acc: 0.2922, loss_cls: 4.4607, loss: 4.4607, grad_norm: 1.4134 2020-07-23 20:56:55,050 - mmaction - INFO - Epoch [6][360/3757] lr: 9.981e-02, eta: 4 days, 23:45:34, time: 0.681, data_time: 0.002, memory: 5237, top1_acc: 0.1102, top5_acc: 0.2867, loss_cls: 4.4393, loss: 4.4393, grad_norm: 1.4284 2020-07-23 20:57:08,451 - mmaction - INFO - Epoch [6][380/3757] lr: 9.981e-02, eta: 4 days, 23:45:30, time: 0.670, data_time: 0.002, memory: 5237, top1_acc: 0.1109, top5_acc: 0.2898, loss_cls: 4.4542, loss: 4.4542, grad_norm: 1.4236 2020-07-23 20:57:21,898 - mmaction - INFO - Epoch [6][400/3757] lr: 9.981e-02, eta: 4 days, 23:45:28, time: 0.673, data_time: 0.003, memory: 5237, top1_acc: 0.1187, top5_acc: 0.2891, loss_cls: 4.4796, loss: 4.4796, grad_norm: 1.4435 2020-07-23 20:57:36,130 - mmaction - INFO - Epoch [6][420/3757] lr: 9.981e-02, eta: 4 days, 23:45:53, time: 0.712, data_time: 0.002, memory: 5237, top1_acc: 0.1203, top5_acc: 0.3125, loss_cls: 4.3852, loss: 4.3852, grad_norm: 1.4803 2020-07-23 20:57:49,729 - mmaction - INFO - Epoch [6][440/3757] lr: 9.981e-02, eta: 4 days, 23:45:57, time: 0.681, data_time: 0.002, memory: 5237, top1_acc: 0.1109, top5_acc: 0.3094, loss_cls: 4.4049, loss: 4.4049, grad_norm: 1.4658 2020-07-23 20:58:03,050 - mmaction - INFO - Epoch [6][460/3757] lr: 9.981e-02, eta: 4 days, 23:45:50, time: 0.666, data_time: 0.001, memory: 5237, top1_acc: 0.1039, top5_acc: 0.2922, loss_cls: 4.4118, loss: 4.4118, grad_norm: 1.4480 2020-07-23 20:58:16,214 - mmaction - INFO - Epoch [6][480/3757] lr: 9.981e-02, eta: 4 days, 23:45:38, time: 0.658, data_time: 0.002, memory: 5237, top1_acc: 0.0938, top5_acc: 0.2734, loss_cls: 4.5014, loss: 4.5014, grad_norm: 1.4607 2020-07-23 20:58:29,251 - mmaction - INFO - Epoch [6][500/3757] lr: 9.981e-02, eta: 4 days, 23:45:22, time: 0.652, data_time: 0.019, memory: 5237, top1_acc: 0.1125, top5_acc: 0.2984, loss_cls: 4.4189, loss: 4.4189, grad_norm: 1.4230 2020-07-23 20:58:43,948 - mmaction - INFO - Epoch [6][520/3757] lr: 9.981e-02, eta: 4 days, 23:46:03, time: 0.735, data_time: 0.002, memory: 5237, top1_acc: 0.1227, top5_acc: 0.2922, loss_cls: 4.4022, loss: 4.4022, grad_norm: 1.4298 2020-07-23 20:58:56,600 - mmaction - INFO - Epoch [6][540/3757] lr: 9.981e-02, eta: 4 days, 23:45:33, time: 0.632, data_time: 0.002, memory: 5237, top1_acc: 0.1102, top5_acc: 0.2812, loss_cls: 4.4763, loss: 4.4763, grad_norm: 1.4747 2020-07-23 20:59:10,070 - mmaction - INFO - Epoch [6][560/3757] lr: 9.981e-02, eta: 4 days, 23:45:32, time: 0.674, data_time: 0.002, memory: 5237, top1_acc: 0.1242, top5_acc: 0.3461, loss_cls: 4.3175, loss: 4.3175, grad_norm: 1.4535 2020-07-23 20:59:23,737 - mmaction - INFO - Epoch [6][580/3757] lr: 9.981e-02, eta: 4 days, 23:45:37, time: 0.683, data_time: 0.002, memory: 5237, top1_acc: 0.1156, top5_acc: 0.3211, loss_cls: 4.3852, loss: 4.3852, grad_norm: 1.4965 2020-07-23 20:59:36,830 - mmaction - INFO - Epoch [6][600/3757] lr: 9.981e-02, eta: 4 days, 23:45:23, time: 0.655, data_time: 0.009, memory: 5237, top1_acc: 0.1141, top5_acc: 0.2805, loss_cls: 4.4342, loss: 4.4342, grad_norm: 1.4178 2020-07-23 20:59:49,475 - mmaction - INFO - Epoch [6][620/3757] lr: 9.981e-02, eta: 4 days, 23:44:54, time: 0.632, data_time: 0.001, memory: 5237, top1_acc: 0.1031, top5_acc: 0.2719, loss_cls: 4.4991, loss: 4.4991, grad_norm: 1.4063 2020-07-23 21:00:02,344 - mmaction - INFO - Epoch [6][640/3757] lr: 9.981e-02, eta: 4 days, 23:44:32, time: 0.643, data_time: 0.001, memory: 5237, top1_acc: 0.1086, top5_acc: 0.3008, loss_cls: 4.4119, loss: 4.4119, grad_norm: 1.4741 2020-07-23 21:00:21,196 - mmaction - INFO - Epoch [6][660/3757] lr: 9.981e-02, eta: 4 days, 23:47:30, time: 0.940, data_time: 0.004, memory: 5237, top1_acc: 0.1125, top5_acc: 0.2859, loss_cls: 4.4833, loss: 4.4833, grad_norm: 1.3934 2020-07-23 21:00:34,336 - mmaction - INFO - Epoch [6][680/3757] lr: 9.981e-02, eta: 4 days, 23:47:19, time: 0.659, data_time: 0.005, memory: 5237, top1_acc: 0.1242, top5_acc: 0.3055, loss_cls: 4.4479, loss: 4.4479, grad_norm: 1.4728 2020-07-23 21:00:47,278 - mmaction - INFO - Epoch [6][700/3757] lr: 9.981e-02, eta: 4 days, 23:47:00, time: 0.648, data_time: 0.021, memory: 5237, top1_acc: 0.1070, top5_acc: 0.2812, loss_cls: 4.4913, loss: 4.4913, grad_norm: 1.4662 2020-07-23 21:01:00,366 - mmaction - INFO - Epoch [6][720/3757] lr: 9.981e-02, eta: 4 days, 23:46:45, time: 0.654, data_time: 0.002, memory: 5237, top1_acc: 0.1203, top5_acc: 0.3023, loss_cls: 4.4197, loss: 4.4197, grad_norm: 1.4602 2020-07-23 21:01:12,767 - mmaction - INFO - Epoch [6][740/3757] lr: 9.981e-02, eta: 4 days, 23:46:07, time: 0.619, data_time: 0.002, memory: 5237, top1_acc: 0.1062, top5_acc: 0.3086, loss_cls: 4.4355, loss: 4.4355, grad_norm: 1.4359 2020-07-23 21:01:25,877 - mmaction - INFO - Epoch [6][760/3757] lr: 9.981e-02, eta: 4 days, 23:45:53, time: 0.655, data_time: 0.002, memory: 5237, top1_acc: 0.1086, top5_acc: 0.2891, loss_cls: 4.4530, loss: 4.4530, grad_norm: 1.4794 2020-07-23 21:01:39,211 - mmaction - INFO - Epoch [6][780/3757] lr: 9.981e-02, eta: 4 days, 23:45:47, time: 0.668, data_time: 0.003, memory: 5237, top1_acc: 0.1086, top5_acc: 0.2953, loss_cls: 4.4513, loss: 4.4513, grad_norm: 1.4760 2020-07-23 21:01:52,002 - mmaction - INFO - Epoch [6][800/3757] lr: 9.981e-02, eta: 4 days, 23:45:23, time: 0.639, data_time: 0.001, memory: 5237, top1_acc: 0.1094, top5_acc: 0.3000, loss_cls: 4.5048, loss: 4.5048, grad_norm: 1.4646 2020-07-23 21:02:06,886 - mmaction - INFO - Epoch [6][820/3757] lr: 9.981e-02, eta: 4 days, 23:46:08, time: 0.744, data_time: 0.002, memory: 5237, top1_acc: 0.1227, top5_acc: 0.2969, loss_cls: 4.4616, loss: 4.4616, grad_norm: 1.4434 2020-07-23 21:02:20,699 - mmaction - INFO - Epoch [6][840/3757] lr: 9.981e-02, eta: 4 days, 23:46:18, time: 0.691, data_time: 0.002, memory: 5237, top1_acc: 0.1172, top5_acc: 0.3141, loss_cls: 4.4554, loss: 4.4554, grad_norm: 1.4783 2020-07-23 21:02:34,090 - mmaction - INFO - Epoch [6][860/3757] lr: 9.981e-02, eta: 4 days, 23:46:13, time: 0.669, data_time: 0.002, memory: 5237, top1_acc: 0.1141, top5_acc: 0.3125, loss_cls: 4.3809, loss: 4.3809, grad_norm: 1.4543 2020-07-23 21:02:47,936 - mmaction - INFO - Epoch [6][880/3757] lr: 9.981e-02, eta: 4 days, 23:46:24, time: 0.693, data_time: 0.002, memory: 5237, top1_acc: 0.1008, top5_acc: 0.2938, loss_cls: 4.4701, loss: 4.4701, grad_norm: 1.5036 2020-07-23 21:03:01,648 - mmaction - INFO - Epoch [6][900/3757] lr: 9.981e-02, eta: 4 days, 23:46:30, time: 0.685, data_time: 0.002, memory: 5237, top1_acc: 0.1180, top5_acc: 0.3078, loss_cls: 4.3924, loss: 4.3924, grad_norm: 1.4529 2020-07-23 21:03:14,914 - mmaction - INFO - Epoch [6][920/3757] lr: 9.981e-02, eta: 4 days, 23:46:21, time: 0.662, data_time: 0.002, memory: 5237, top1_acc: 0.1023, top5_acc: 0.2648, loss_cls: 4.5234, loss: 4.5234, grad_norm: 1.4613 2020-07-23 21:03:31,282 - mmaction - INFO - Epoch [6][940/3757] lr: 9.981e-02, eta: 4 days, 23:47:56, time: 0.819, data_time: 0.003, memory: 5237, top1_acc: 0.1078, top5_acc: 0.2914, loss_cls: 4.4000, loss: 4.4000, grad_norm: 1.4403 2020-07-23 21:03:45,188 - mmaction - INFO - Epoch [6][960/3757] lr: 9.981e-02, eta: 4 days, 23:48:08, time: 0.695, data_time: 0.002, memory: 5237, top1_acc: 0.1219, top5_acc: 0.3063, loss_cls: 4.3701, loss: 4.3701, grad_norm: 1.4626 2020-07-23 21:03:58,617 - mmaction - INFO - Epoch [6][980/3757] lr: 9.981e-02, eta: 4 days, 23:48:05, time: 0.672, data_time: 0.002, memory: 5237, top1_acc: 0.1078, top5_acc: 0.2930, loss_cls: 4.4882, loss: 4.4882, grad_norm: 1.4837 2020-07-23 21:04:11,674 - mmaction - INFO - Epoch [6][1000/3757] lr: 9.981e-02, eta: 4 days, 23:47:49, time: 0.653, data_time: 0.001, memory: 5237, top1_acc: 0.1187, top5_acc: 0.3031, loss_cls: 4.4041, loss: 4.4041, grad_norm: 1.4361 2020-07-23 21:04:25,383 - mmaction - INFO - Epoch [6][1020/3757] lr: 9.981e-02, eta: 4 days, 23:47:55, time: 0.685, data_time: 0.001, memory: 5237, top1_acc: 0.1023, top5_acc: 0.2742, loss_cls: 4.4842, loss: 4.4842, grad_norm: 1.4433 2020-07-23 21:04:38,932 - mmaction - INFO - Epoch [6][1040/3757] lr: 9.981e-02, eta: 4 days, 23:47:55, time: 0.677, data_time: 0.001, memory: 5237, top1_acc: 0.1141, top5_acc: 0.2875, loss_cls: 4.5094, loss: 4.5094, grad_norm: 1.4505 2020-07-23 21:04:51,699 - mmaction - INFO - Epoch [6][1060/3757] lr: 9.981e-02, eta: 4 days, 23:47:29, time: 0.638, data_time: 0.002, memory: 5237, top1_acc: 0.1023, top5_acc: 0.2961, loss_cls: 4.4679, loss: 4.4679, grad_norm: 1.4291 2020-07-23 21:05:04,679 - mmaction - INFO - Epoch [6][1080/3757] lr: 9.981e-02, eta: 4 days, 23:47:11, time: 0.648, data_time: 0.002, memory: 5237, top1_acc: 0.1086, top5_acc: 0.2906, loss_cls: 4.4589, loss: 4.4589, grad_norm: 1.4590 2020-07-23 21:05:18,623 - mmaction - INFO - Epoch [6][1100/3757] lr: 9.981e-02, eta: 4 days, 23:47:25, time: 0.698, data_time: 0.002, memory: 5237, top1_acc: 0.1180, top5_acc: 0.3000, loss_cls: 4.4332, loss: 4.4332, grad_norm: 1.4472 2020-07-23 21:05:31,247 - mmaction - INFO - Epoch [6][1120/3757] lr: 9.981e-02, eta: 4 days, 23:46:54, time: 0.631, data_time: 0.001, memory: 5237, top1_acc: 0.1234, top5_acc: 0.3109, loss_cls: 4.4311, loss: 4.4311, grad_norm: 1.4606 2020-07-23 21:05:44,612 - mmaction - INFO - Epoch [6][1140/3757] lr: 9.981e-02, eta: 4 days, 23:46:48, time: 0.668, data_time: 0.001, memory: 5237, top1_acc: 0.1109, top5_acc: 0.3055, loss_cls: 4.4683, loss: 4.4683, grad_norm: 1.4488 2020-07-23 21:05:59,439 - mmaction - INFO - Epoch [6][1160/3757] lr: 9.981e-02, eta: 4 days, 23:47:31, time: 0.742, data_time: 0.002, memory: 5237, top1_acc: 0.1156, top5_acc: 0.3016, loss_cls: 4.4604, loss: 4.4604, grad_norm: 1.4388 2020-07-23 21:06:13,231 - mmaction - INFO - Epoch [6][1180/3757] lr: 9.981e-02, eta: 4 days, 23:47:39, time: 0.690, data_time: 0.002, memory: 5237, top1_acc: 0.1242, top5_acc: 0.3063, loss_cls: 4.3683, loss: 4.3683, grad_norm: 1.4537 2020-07-23 21:06:26,813 - mmaction - INFO - Epoch [6][1200/3757] lr: 9.981e-02, eta: 4 days, 23:47:41, time: 0.679, data_time: 0.002, memory: 5237, top1_acc: 0.1422, top5_acc: 0.3039, loss_cls: 4.4151, loss: 4.4151, grad_norm: 1.4536 2020-07-23 21:06:39,771 - mmaction - INFO - Epoch [6][1220/3757] lr: 9.981e-02, eta: 4 days, 23:47:21, time: 0.647, data_time: 0.001, memory: 5237, top1_acc: 0.1102, top5_acc: 0.2961, loss_cls: 4.4605, loss: 4.4605, grad_norm: 1.4539 2020-07-23 21:06:53,810 - mmaction - INFO - Epoch [6][1240/3757] lr: 9.981e-02, eta: 4 days, 23:47:37, time: 0.702, data_time: 0.002, memory: 5237, top1_acc: 0.1094, top5_acc: 0.2906, loss_cls: 4.4785, loss: 4.4785, grad_norm: 1.4488 2020-07-23 21:07:06,346 - mmaction - INFO - Epoch [6][1260/3757] lr: 9.981e-02, eta: 4 days, 23:47:04, time: 0.627, data_time: 0.002, memory: 5237, top1_acc: 0.1156, top5_acc: 0.2906, loss_cls: 4.4582, loss: 4.4582, grad_norm: 1.4285 2020-07-23 21:07:18,601 - mmaction - INFO - Epoch [6][1280/3757] lr: 9.981e-02, eta: 4 days, 23:46:22, time: 0.613, data_time: 0.002, memory: 5237, top1_acc: 0.1008, top5_acc: 0.3117, loss_cls: 4.4463, loss: 4.4463, grad_norm: 1.4879 2020-07-23 21:07:32,731 - mmaction - INFO - Epoch [6][1300/3757] lr: 9.981e-02, eta: 4 days, 23:46:41, time: 0.706, data_time: 0.002, memory: 5237, top1_acc: 0.1203, top5_acc: 0.2992, loss_cls: 4.4557, loss: 4.4557, grad_norm: 1.4326 2020-07-23 21:07:46,868 - mmaction - INFO - Epoch [6][1320/3757] lr: 9.981e-02, eta: 4 days, 23:47:00, time: 0.707, data_time: 0.002, memory: 5237, top1_acc: 0.1078, top5_acc: 0.2922, loss_cls: 4.5149, loss: 4.5149, grad_norm: 1.4799 2020-07-23 21:08:00,577 - mmaction - INFO - Epoch [6][1340/3757] lr: 9.981e-02, eta: 4 days, 23:47:06, time: 0.685, data_time: 0.002, memory: 5237, top1_acc: 0.1070, top5_acc: 0.2961, loss_cls: 4.4634, loss: 4.4634, grad_norm: 1.4225 2020-07-23 21:08:14,620 - mmaction - INFO - Epoch [6][1360/3757] lr: 9.981e-02, eta: 4 days, 23:47:22, time: 0.703, data_time: 0.002, memory: 5237, top1_acc: 0.1281, top5_acc: 0.3008, loss_cls: 4.4315, loss: 4.4315, grad_norm: 1.4499 2020-07-23 21:08:28,273 - mmaction - INFO - Epoch [6][1380/3757] lr: 9.981e-02, eta: 4 days, 23:47:25, time: 0.681, data_time: 0.001, memory: 5237, top1_acc: 0.1180, top5_acc: 0.3008, loss_cls: 4.4034, loss: 4.4034, grad_norm: 1.4707 2020-07-23 21:08:42,645 - mmaction - INFO - Epoch [6][1400/3757] lr: 9.981e-02, eta: 4 days, 23:47:52, time: 0.720, data_time: 0.003, memory: 5237, top1_acc: 0.1180, top5_acc: 0.2906, loss_cls: 4.3920, loss: 4.3920, grad_norm: 1.4450 2020-07-23 21:08:55,282 - mmaction - INFO - Epoch [6][1420/3757] lr: 9.981e-02, eta: 4 days, 23:47:22, time: 0.631, data_time: 0.002, memory: 5237, top1_acc: 0.1234, top5_acc: 0.3180, loss_cls: 4.3683, loss: 4.3683, grad_norm: 1.4558 2020-07-23 21:09:08,084 - mmaction - INFO - Epoch [6][1440/3757] lr: 9.981e-02, eta: 4 days, 23:46:58, time: 0.641, data_time: 0.003, memory: 5237, top1_acc: 0.1102, top5_acc: 0.3094, loss_cls: 4.4411, loss: 4.4411, grad_norm: 1.4062 2020-07-23 21:09:20,332 - mmaction - INFO - Epoch [6][1460/3757] lr: 9.981e-02, eta: 4 days, 23:46:16, time: 0.612, data_time: 0.002, memory: 5237, top1_acc: 0.1258, top5_acc: 0.3094, loss_cls: 4.3906, loss: 4.3906, grad_norm: 1.4472 2020-07-23 21:09:32,773 - mmaction - INFO - Epoch [6][1480/3757] lr: 9.981e-02, eta: 4 days, 23:45:40, time: 0.622, data_time: 0.002, memory: 5237, top1_acc: 0.1250, top5_acc: 0.2961, loss_cls: 4.4529, loss: 4.4529, grad_norm: 1.4808 2020-07-23 21:09:45,211 - mmaction - INFO - Epoch [6][1500/3757] lr: 9.981e-02, eta: 4 days, 23:45:03, time: 0.621, data_time: 0.002, memory: 5237, top1_acc: 0.1156, top5_acc: 0.3078, loss_cls: 4.4272, loss: 4.4272, grad_norm: 1.4749 2020-07-23 21:09:57,865 - mmaction - INFO - Epoch [6][1520/3757] lr: 9.981e-02, eta: 4 days, 23:44:34, time: 0.632, data_time: 0.002, memory: 5237, top1_acc: 0.1141, top5_acc: 0.2992, loss_cls: 4.4364, loss: 4.4364, grad_norm: 1.4716 2020-07-23 21:10:10,431 - mmaction - INFO - Epoch [6][1540/3757] lr: 9.981e-02, eta: 4 days, 23:44:02, time: 0.628, data_time: 0.002, memory: 5237, top1_acc: 0.1219, top5_acc: 0.2844, loss_cls: 4.4459, loss: 4.4459, grad_norm: 1.4315 2020-07-23 21:10:24,103 - mmaction - INFO - Epoch [6][1560/3757] lr: 9.981e-02, eta: 4 days, 23:44:06, time: 0.684, data_time: 0.002, memory: 5237, top1_acc: 0.1234, top5_acc: 0.2898, loss_cls: 4.3943, loss: 4.3943, grad_norm: 1.4905 2020-07-23 21:10:36,630 - mmaction - INFO - Epoch [6][1580/3757] lr: 9.981e-02, eta: 4 days, 23:43:34, time: 0.627, data_time: 0.002, memory: 5237, top1_acc: 0.1187, top5_acc: 0.3102, loss_cls: 4.4386, loss: 4.4386, grad_norm: 1.4895 2020-07-23 21:10:49,051 - mmaction - INFO - Epoch [6][1600/3757] lr: 9.981e-02, eta: 4 days, 23:42:57, time: 0.621, data_time: 0.002, memory: 5237, top1_acc: 0.1023, top5_acc: 0.2805, loss_cls: 4.3804, loss: 4.3804, grad_norm: 1.5233 2020-07-23 21:11:01,731 - mmaction - INFO - Epoch [6][1620/3757] lr: 9.981e-02, eta: 4 days, 23:42:29, time: 0.634, data_time: 0.001, memory: 5237, top1_acc: 0.1172, top5_acc: 0.3063, loss_cls: 4.4544, loss: 4.4544, grad_norm: 1.5218 2020-07-23 21:11:14,051 - mmaction - INFO - Epoch [6][1640/3757] lr: 9.981e-02, eta: 4 days, 23:41:50, time: 0.616, data_time: 0.001, memory: 5237, top1_acc: 0.1258, top5_acc: 0.2891, loss_cls: 4.4364, loss: 4.4364, grad_norm: 1.4452 2020-07-23 21:11:27,114 - mmaction - INFO - Epoch [6][1660/3757] lr: 9.981e-02, eta: 4 days, 23:41:34, time: 0.653, data_time: 0.002, memory: 5237, top1_acc: 0.1227, top5_acc: 0.3031, loss_cls: 4.3887, loss: 4.3887, grad_norm: 1.4956 2020-07-23 21:11:39,444 - mmaction - INFO - Epoch [6][1680/3757] lr: 9.981e-02, eta: 4 days, 23:40:55, time: 0.616, data_time: 0.002, memory: 5237, top1_acc: 0.1008, top5_acc: 0.2938, loss_cls: 4.4387, loss: 4.4387, grad_norm: 1.4695 2020-07-23 21:11:51,971 - mmaction - INFO - Epoch [6][1700/3757] lr: 9.981e-02, eta: 4 days, 23:40:22, time: 0.627, data_time: 0.002, memory: 5237, top1_acc: 0.1031, top5_acc: 0.2891, loss_cls: 4.4314, loss: 4.4314, grad_norm: 1.4598 2020-07-23 21:12:04,033 - mmaction - INFO - Epoch [6][1720/3757] lr: 9.981e-02, eta: 4 days, 23:39:34, time: 0.602, data_time: 0.002, memory: 5237, top1_acc: 0.1195, top5_acc: 0.3078, loss_cls: 4.3579, loss: 4.3579, grad_norm: 1.4388 2020-07-23 21:12:17,695 - mmaction - INFO - Epoch [6][1740/3757] lr: 9.981e-02, eta: 4 days, 23:39:38, time: 0.685, data_time: 0.003, memory: 5237, top1_acc: 0.1172, top5_acc: 0.2812, loss_cls: 4.4918, loss: 4.4918, grad_norm: 1.4858 2020-07-23 21:12:31,198 - mmaction - INFO - Epoch [6][1760/3757] lr: 9.981e-02, eta: 4 days, 23:39:37, time: 0.675, data_time: 0.001, memory: 5237, top1_acc: 0.1133, top5_acc: 0.3031, loss_cls: 4.4255, loss: 4.4255, grad_norm: 1.4393 2020-07-23 21:12:44,696 - mmaction - INFO - Epoch [6][1780/3757] lr: 9.981e-02, eta: 4 days, 23:39:35, time: 0.675, data_time: 0.002, memory: 5237, top1_acc: 0.1180, top5_acc: 0.2828, loss_cls: 4.4640, loss: 4.4640, grad_norm: 1.4563 2020-07-23 21:12:57,470 - mmaction - INFO - Epoch [6][1800/3757] lr: 9.981e-02, eta: 4 days, 23:39:10, time: 0.639, data_time: 0.001, memory: 5237, top1_acc: 0.1172, top5_acc: 0.2977, loss_cls: 4.4652, loss: 4.4652, grad_norm: 1.4684 2020-07-23 21:13:10,185 - mmaction - INFO - Epoch [6][1820/3757] lr: 9.981e-02, eta: 4 days, 23:38:43, time: 0.635, data_time: 0.002, memory: 5237, top1_acc: 0.1148, top5_acc: 0.2875, loss_cls: 4.4815, loss: 4.4815, grad_norm: 1.4164 2020-07-23 21:13:23,165 - mmaction - INFO - Epoch [6][1840/3757] lr: 9.981e-02, eta: 4 days, 23:38:25, time: 0.649, data_time: 0.002, memory: 5237, top1_acc: 0.1234, top5_acc: 0.3102, loss_cls: 4.3743, loss: 4.3743, grad_norm: 1.4751 2020-07-23 21:13:36,613 - mmaction - INFO - Epoch [6][1860/3757] lr: 9.981e-02, eta: 4 days, 23:38:22, time: 0.673, data_time: 0.002, memory: 5237, top1_acc: 0.1195, top5_acc: 0.3055, loss_cls: 4.4422, loss: 4.4422, grad_norm: 1.4818 2020-07-23 21:13:51,420 - mmaction - INFO - Epoch [6][1880/3757] lr: 9.981e-02, eta: 4 days, 23:39:01, time: 0.739, data_time: 0.002, memory: 5237, top1_acc: 0.1195, top5_acc: 0.3031, loss_cls: 4.4389, loss: 4.4389, grad_norm: 1.4555 2020-07-23 21:14:04,215 - mmaction - INFO - Epoch [6][1900/3757] lr: 9.981e-02, eta: 4 days, 23:38:38, time: 0.641, data_time: 0.003, memory: 5237, top1_acc: 0.1195, top5_acc: 0.3180, loss_cls: 4.3898, loss: 4.3898, grad_norm: 1.4608 2020-07-23 21:14:17,332 - mmaction - INFO - Epoch [6][1920/3757] lr: 9.981e-02, eta: 4 days, 23:38:24, time: 0.656, data_time: 0.002, memory: 5237, top1_acc: 0.1172, top5_acc: 0.2891, loss_cls: 4.4694, loss: 4.4694, grad_norm: 1.4716 2020-07-23 21:14:30,350 - mmaction - INFO - Epoch [6][1940/3757] lr: 9.981e-02, eta: 4 days, 23:38:06, time: 0.650, data_time: 0.002, memory: 5237, top1_acc: 0.1062, top5_acc: 0.2922, loss_cls: 4.4683, loss: 4.4683, grad_norm: 1.4458 2020-07-23 21:14:44,284 - mmaction - INFO - Epoch [6][1960/3757] lr: 9.981e-02, eta: 4 days, 23:38:18, time: 0.697, data_time: 0.003, memory: 5237, top1_acc: 0.1172, top5_acc: 0.2812, loss_cls: 4.4620, loss: 4.4620, grad_norm: 1.4579 2020-07-23 21:14:59,203 - mmaction - INFO - Epoch [6][1980/3757] lr: 9.981e-02, eta: 4 days, 23:39:02, time: 0.747, data_time: 0.003, memory: 5237, top1_acc: 0.1039, top5_acc: 0.2781, loss_cls: 4.4748, loss: 4.4748, grad_norm: 1.4321 2020-07-23 21:15:13,366 - mmaction - INFO - Epoch [6][2000/3757] lr: 9.981e-02, eta: 4 days, 23:39:21, time: 0.709, data_time: 0.002, memory: 5237, top1_acc: 0.1039, top5_acc: 0.2805, loss_cls: 4.4495, loss: 4.4495, grad_norm: 1.4512 2020-07-23 21:15:26,687 - mmaction - INFO - Epoch [6][2020/3757] lr: 9.981e-02, eta: 4 days, 23:39:13, time: 0.665, data_time: 0.001, memory: 5237, top1_acc: 0.1258, top5_acc: 0.3281, loss_cls: 4.3365, loss: 4.3365, grad_norm: 1.4729 2020-07-23 21:15:40,595 - mmaction - INFO - Epoch [6][2040/3757] lr: 9.981e-02, eta: 4 days, 23:39:24, time: 0.695, data_time: 0.003, memory: 5237, top1_acc: 0.1172, top5_acc: 0.3094, loss_cls: 4.4458, loss: 4.4458, grad_norm: 1.4818 2020-07-23 21:15:54,319 - mmaction - INFO - Epoch [6][2060/3757] lr: 9.981e-02, eta: 4 days, 23:39:29, time: 0.687, data_time: 0.002, memory: 5237, top1_acc: 0.0969, top5_acc: 0.2695, loss_cls: 4.5127, loss: 4.5127, grad_norm: 1.4809 2020-07-23 21:16:09,204 - mmaction - INFO - Epoch [6][2080/3757] lr: 9.981e-02, eta: 4 days, 23:40:11, time: 0.744, data_time: 0.002, memory: 5237, top1_acc: 0.1187, top5_acc: 0.3156, loss_cls: 4.4192, loss: 4.4192, grad_norm: 1.4649 2020-07-23 21:16:22,345 - mmaction - INFO - Epoch [6][2100/3757] lr: 9.981e-02, eta: 4 days, 23:39:57, time: 0.657, data_time: 0.002, memory: 5237, top1_acc: 0.1078, top5_acc: 0.3000, loss_cls: 4.4769, loss: 4.4769, grad_norm: 1.4545 2020-07-23 21:16:35,238 - mmaction - INFO - Epoch [6][2120/3757] lr: 9.981e-02, eta: 4 days, 23:39:36, time: 0.644, data_time: 0.002, memory: 5237, top1_acc: 0.1172, top5_acc: 0.2984, loss_cls: 4.4446, loss: 4.4446, grad_norm: 1.4939 2020-07-23 21:16:48,361 - mmaction - INFO - Epoch [6][2140/3757] lr: 9.981e-02, eta: 4 days, 23:39:22, time: 0.657, data_time: 0.002, memory: 5237, top1_acc: 0.1320, top5_acc: 0.3063, loss_cls: 4.3885, loss: 4.3885, grad_norm: 1.4719 2020-07-23 21:17:01,990 - mmaction - INFO - Epoch [6][2160/3757] lr: 9.981e-02, eta: 4 days, 23:39:24, time: 0.680, data_time: 0.002, memory: 5237, top1_acc: 0.1086, top5_acc: 0.3086, loss_cls: 4.4365, loss: 4.4365, grad_norm: 1.4704 2020-07-23 21:17:17,479 - mmaction - INFO - Epoch [6][2180/3757] lr: 9.981e-02, eta: 4 days, 23:40:24, time: 0.775, data_time: 0.003, memory: 5237, top1_acc: 0.1164, top5_acc: 0.3047, loss_cls: 4.3979, loss: 4.3979, grad_norm: 1.4391 2020-07-23 21:17:31,831 - mmaction - INFO - Epoch [6][2200/3757] lr: 9.981e-02, eta: 4 days, 23:40:48, time: 0.717, data_time: 0.002, memory: 5237, top1_acc: 0.1039, top5_acc: 0.2641, loss_cls: 4.5416, loss: 4.5416, grad_norm: 1.4886 2020-07-23 21:17:46,153 - mmaction - INFO - Epoch [6][2220/3757] lr: 9.981e-02, eta: 4 days, 23:41:12, time: 0.716, data_time: 0.003, memory: 5237, top1_acc: 0.1016, top5_acc: 0.3039, loss_cls: 4.4031, loss: 4.4031, grad_norm: 1.4472 2020-07-23 21:17:59,378 - mmaction - INFO - Epoch [6][2240/3757] lr: 9.981e-02, eta: 4 days, 23:41:01, time: 0.661, data_time: 0.003, memory: 5237, top1_acc: 0.1180, top5_acc: 0.2914, loss_cls: 4.4253, loss: 4.4253, grad_norm: 1.4500 2020-07-23 21:18:12,282 - mmaction - INFO - Epoch [6][2260/3757] lr: 9.981e-02, eta: 4 days, 23:40:40, time: 0.646, data_time: 0.002, memory: 5237, top1_acc: 0.1172, top5_acc: 0.2781, loss_cls: 4.4859, loss: 4.4859, grad_norm: 1.4598 2020-07-23 21:18:26,051 - mmaction - INFO - Epoch [6][2280/3757] lr: 9.981e-02, eta: 4 days, 23:40:46, time: 0.688, data_time: 0.002, memory: 5237, top1_acc: 0.1203, top5_acc: 0.3023, loss_cls: 4.4707, loss: 4.4707, grad_norm: 1.4466 2020-07-23 21:18:39,516 - mmaction - INFO - Epoch [6][2300/3757] lr: 9.981e-02, eta: 4 days, 23:40:43, time: 0.674, data_time: 0.003, memory: 5237, top1_acc: 0.1102, top5_acc: 0.2867, loss_cls: 4.5023, loss: 4.5023, grad_norm: 1.4691 2020-07-23 21:18:52,339 - mmaction - INFO - Epoch [6][2320/3757] lr: 9.981e-02, eta: 4 days, 23:40:20, time: 0.641, data_time: 0.002, memory: 5237, top1_acc: 0.1141, top5_acc: 0.3000, loss_cls: 4.4381, loss: 4.4381, grad_norm: 1.4514 2020-07-23 21:19:05,152 - mmaction - INFO - Epoch [6][2340/3757] lr: 9.981e-02, eta: 4 days, 23:39:56, time: 0.640, data_time: 0.002, memory: 5237, top1_acc: 0.1039, top5_acc: 0.3031, loss_cls: 4.4321, loss: 4.4321, grad_norm: 1.4408 2020-07-23 21:19:17,736 - mmaction - INFO - Epoch [6][2360/3757] lr: 9.981e-02, eta: 4 days, 23:39:25, time: 0.630, data_time: 0.002, memory: 5237, top1_acc: 0.1297, top5_acc: 0.3086, loss_cls: 4.4000, loss: 4.4000, grad_norm: 1.4845 2020-07-23 21:19:30,389 - mmaction - INFO - Epoch [6][2380/3757] lr: 9.981e-02, eta: 4 days, 23:38:56, time: 0.631, data_time: 0.001, memory: 5237, top1_acc: 0.1055, top5_acc: 0.2953, loss_cls: 4.4392, loss: 4.4392, grad_norm: 1.4881 2020-07-23 21:19:43,063 - mmaction - INFO - Epoch [6][2400/3757] lr: 9.981e-02, eta: 4 days, 23:38:29, time: 0.635, data_time: 0.003, memory: 5237, top1_acc: 0.1078, top5_acc: 0.2750, loss_cls: 4.4269, loss: 4.4269, grad_norm: 1.4780 2020-07-23 21:19:55,246 - mmaction - INFO - Epoch [6][2420/3757] lr: 9.981e-02, eta: 4 days, 23:37:46, time: 0.610, data_time: 0.002, memory: 5237, top1_acc: 0.1164, top5_acc: 0.2945, loss_cls: 4.4380, loss: 4.4380, grad_norm: 1.4727 2020-07-23 21:20:07,456 - mmaction - INFO - Epoch [6][2440/3757] lr: 9.981e-02, eta: 4 days, 23:37:04, time: 0.610, data_time: 0.001, memory: 5237, top1_acc: 0.1141, top5_acc: 0.3148, loss_cls: 4.3942, loss: 4.3942, grad_norm: 1.4517 2020-07-23 21:20:19,599 - mmaction - INFO - Epoch [6][2460/3757] lr: 9.981e-02, eta: 4 days, 23:36:20, time: 0.607, data_time: 0.001, memory: 5237, top1_acc: 0.1070, top5_acc: 0.3117, loss_cls: 4.4469, loss: 4.4469, grad_norm: 1.4149 2020-07-23 21:20:32,488 - mmaction - INFO - Epoch [6][2480/3757] lr: 9.981e-02, eta: 4 days, 23:35:58, time: 0.644, data_time: 0.001, memory: 5237, top1_acc: 0.1148, top5_acc: 0.3109, loss_cls: 4.3902, loss: 4.3902, grad_norm: 1.4215 2020-07-23 21:20:46,475 - mmaction - INFO - Epoch [6][2500/3757] lr: 9.981e-02, eta: 4 days, 23:36:11, time: 0.700, data_time: 0.002, memory: 5237, top1_acc: 0.1047, top5_acc: 0.2945, loss_cls: 4.4579, loss: 4.4579, grad_norm: 1.4823 2020-07-23 21:20:59,889 - mmaction - INFO - Epoch [6][2520/3757] lr: 9.981e-02, eta: 4 days, 23:36:06, time: 0.670, data_time: 0.002, memory: 5237, top1_acc: 0.1156, top5_acc: 0.2906, loss_cls: 4.4211, loss: 4.4211, grad_norm: 1.4762 2020-07-23 21:21:12,600 - mmaction - INFO - Epoch [6][2540/3757] lr: 9.981e-02, eta: 4 days, 23:35:39, time: 0.635, data_time: 0.001, memory: 5237, top1_acc: 0.1164, top5_acc: 0.2930, loss_cls: 4.4556, loss: 4.4556, grad_norm: 1.4277 2020-07-23 21:21:25,376 - mmaction - INFO - Epoch [6][2560/3757] lr: 9.981e-02, eta: 4 days, 23:35:15, time: 0.639, data_time: 0.009, memory: 5237, top1_acc: 0.1414, top5_acc: 0.3344, loss_cls: 4.2978, loss: 4.2978, grad_norm: 1.4805 2020-07-23 21:21:38,659 - mmaction - INFO - Epoch [6][2580/3757] lr: 9.981e-02, eta: 4 days, 23:35:06, time: 0.665, data_time: 0.002, memory: 5237, top1_acc: 0.1133, top5_acc: 0.3211, loss_cls: 4.4135, loss: 4.4135, grad_norm: 1.5273 2020-07-23 21:21:50,984 - mmaction - INFO - Epoch [6][2600/3757] lr: 9.981e-02, eta: 4 days, 23:34:27, time: 0.616, data_time: 0.001, memory: 5237, top1_acc: 0.1164, top5_acc: 0.3117, loss_cls: 4.4109, loss: 4.4109, grad_norm: 1.4594 2020-07-23 21:22:03,328 - mmaction - INFO - Epoch [6][2620/3757] lr: 9.981e-02, eta: 4 days, 23:33:50, time: 0.617, data_time: 0.001, memory: 5237, top1_acc: 0.1094, top5_acc: 0.2742, loss_cls: 4.4649, loss: 4.4649, grad_norm: 1.4741 2020-07-23 21:22:15,803 - mmaction - INFO - Epoch [6][2640/3757] lr: 9.981e-02, eta: 4 days, 23:33:16, time: 0.624, data_time: 0.002, memory: 5237, top1_acc: 0.1086, top5_acc: 0.2844, loss_cls: 4.4126, loss: 4.4126, grad_norm: 1.4888 2020-07-23 21:22:30,474 - mmaction - INFO - Epoch [6][2660/3757] lr: 9.981e-02, eta: 4 days, 23:33:50, time: 0.733, data_time: 0.001, memory: 5237, top1_acc: 0.1242, top5_acc: 0.2875, loss_cls: 4.4602, loss: 4.4602, grad_norm: 1.4923 2020-07-23 21:22:45,191 - mmaction - INFO - Epoch [6][2680/3757] lr: 9.981e-02, eta: 4 days, 23:34:24, time: 0.735, data_time: 0.002, memory: 5237, top1_acc: 0.1242, top5_acc: 0.2898, loss_cls: 4.4293, loss: 4.4293, grad_norm: 1.4628 2020-07-23 21:22:58,039 - mmaction - INFO - Epoch [6][2700/3757] lr: 9.981e-02, eta: 4 days, 23:34:02, time: 0.643, data_time: 0.002, memory: 5237, top1_acc: 0.1187, top5_acc: 0.2992, loss_cls: 4.4423, loss: 4.4423, grad_norm: 1.4800 2020-07-23 21:23:10,783 - mmaction - INFO - Epoch [6][2720/3757] lr: 9.981e-02, eta: 4 days, 23:33:36, time: 0.636, data_time: 0.002, memory: 5237, top1_acc: 0.1094, top5_acc: 0.2969, loss_cls: 4.4822, loss: 4.4822, grad_norm: 1.4716 2020-07-23 21:23:24,000 - mmaction - INFO - Epoch [6][2740/3757] lr: 9.981e-02, eta: 4 days, 23:33:26, time: 0.663, data_time: 0.003, memory: 5237, top1_acc: 0.1172, top5_acc: 0.2906, loss_cls: 4.4507, loss: 4.4507, grad_norm: 1.4585 2020-07-23 21:23:37,493 - mmaction - INFO - Epoch [6][2760/3757] lr: 9.981e-02, eta: 4 days, 23:33:23, time: 0.674, data_time: 0.001, memory: 5237, top1_acc: 0.1016, top5_acc: 0.2914, loss_cls: 4.4793, loss: 4.4793, grad_norm: 1.4661 2020-07-23 21:23:50,862 - mmaction - INFO - Epoch [6][2780/3757] lr: 9.981e-02, eta: 4 days, 23:33:17, time: 0.669, data_time: 0.002, memory: 5237, top1_acc: 0.1109, top5_acc: 0.2922, loss_cls: 4.4199, loss: 4.4199, grad_norm: 1.4654 2020-07-23 21:24:04,282 - mmaction - INFO - Epoch [6][2800/3757] lr: 9.981e-02, eta: 4 days, 23:33:11, time: 0.671, data_time: 0.001, memory: 5237, top1_acc: 0.1437, top5_acc: 0.3078, loss_cls: 4.3429, loss: 4.3429, grad_norm: 1.4604 2020-07-23 21:24:16,848 - mmaction - INFO - Epoch [6][2820/3757] lr: 9.981e-02, eta: 4 days, 23:32:41, time: 0.629, data_time: 0.002, memory: 5237, top1_acc: 0.1234, top5_acc: 0.2992, loss_cls: 4.3997, loss: 4.3997, grad_norm: 1.5053 2020-07-23 21:24:30,447 - mmaction - INFO - Epoch [6][2840/3757] lr: 9.981e-02, eta: 4 days, 23:32:42, time: 0.680, data_time: 0.002, memory: 5237, top1_acc: 0.1094, top5_acc: 0.2680, loss_cls: 4.4920, loss: 4.4920, grad_norm: 1.4341 2020-07-23 21:24:45,022 - mmaction - INFO - Epoch [6][2860/3757] lr: 9.981e-02, eta: 4 days, 23:33:11, time: 0.728, data_time: 0.001, memory: 5237, top1_acc: 0.1289, top5_acc: 0.3211, loss_cls: 4.3910, loss: 4.3910, grad_norm: 1.4497 2020-07-23 21:24:58,818 - mmaction - INFO - Epoch [6][2880/3757] lr: 9.981e-02, eta: 4 days, 23:33:18, time: 0.690, data_time: 0.002, memory: 5237, top1_acc: 0.1258, top5_acc: 0.3078, loss_cls: 4.4210, loss: 4.4210, grad_norm: 1.4847 2020-07-23 21:25:12,364 - mmaction - INFO - Epoch [6][2900/3757] lr: 9.981e-02, eta: 4 days, 23:33:16, time: 0.677, data_time: 0.001, memory: 5237, top1_acc: 0.1180, top5_acc: 0.3000, loss_cls: 4.4262, loss: 4.4262, grad_norm: 1.4672 2020-07-23 21:25:25,131 - mmaction - INFO - Epoch [6][2920/3757] lr: 9.981e-02, eta: 4 days, 23:32:51, time: 0.638, data_time: 0.002, memory: 5237, top1_acc: 0.1242, top5_acc: 0.3164, loss_cls: 4.3740, loss: 4.3740, grad_norm: 1.4967 2020-07-23 21:25:38,331 - mmaction - INFO - Epoch [6][2940/3757] lr: 9.981e-02, eta: 4 days, 23:32:40, time: 0.661, data_time: 0.002, memory: 5237, top1_acc: 0.1313, top5_acc: 0.3219, loss_cls: 4.3875, loss: 4.3875, grad_norm: 1.5008 2020-07-23 21:25:51,355 - mmaction - INFO - Epoch [6][2960/3757] lr: 9.981e-02, eta: 4 days, 23:32:23, time: 0.651, data_time: 0.002, memory: 5237, top1_acc: 0.1172, top5_acc: 0.2781, loss_cls: 4.4629, loss: 4.4629, grad_norm: 1.5059 2020-07-23 21:26:03,768 - mmaction - INFO - Epoch [6][2980/3757] lr: 9.981e-02, eta: 4 days, 23:31:48, time: 0.620, data_time: 0.001, memory: 5237, top1_acc: 0.1070, top5_acc: 0.3094, loss_cls: 4.4656, loss: 4.4656, grad_norm: 1.4508 2020-07-23 21:26:16,292 - mmaction - INFO - Epoch [6][3000/3757] lr: 9.981e-02, eta: 4 days, 23:31:16, time: 0.626, data_time: 0.001, memory: 5237, top1_acc: 0.1219, top5_acc: 0.3063, loss_cls: 4.4055, loss: 4.4055, grad_norm: 1.4492 2020-07-23 21:26:29,117 - mmaction - INFO - Epoch [6][3020/3757] lr: 9.981e-02, eta: 4 days, 23:30:53, time: 0.642, data_time: 0.003, memory: 5237, top1_acc: 0.1187, top5_acc: 0.2961, loss_cls: 4.4085, loss: 4.4085, grad_norm: 1.4620 2020-07-23 21:26:41,475 - mmaction - INFO - Epoch [6][3040/3757] lr: 9.981e-02, eta: 4 days, 23:30:16, time: 0.617, data_time: 0.001, memory: 5237, top1_acc: 0.1164, top5_acc: 0.2938, loss_cls: 4.4010, loss: 4.4010, grad_norm: 1.4221 2020-07-23 21:26:54,384 - mmaction - INFO - Epoch [6][3060/3757] lr: 9.981e-02, eta: 4 days, 23:29:56, time: 0.645, data_time: 0.002, memory: 5237, top1_acc: 0.1219, top5_acc: 0.3008, loss_cls: 4.3662, loss: 4.3662, grad_norm: 1.4583 2020-07-23 21:27:08,620 - mmaction - INFO - Epoch [6][3080/3757] lr: 9.981e-02, eta: 4 days, 23:30:15, time: 0.713, data_time: 0.003, memory: 5237, top1_acc: 0.1266, top5_acc: 0.3078, loss_cls: 4.3922, loss: 4.3922, grad_norm: 1.5033 2020-07-23 21:27:22,273 - mmaction - INFO - Epoch [6][3100/3757] lr: 9.981e-02, eta: 4 days, 23:30:17, time: 0.682, data_time: 0.002, memory: 5237, top1_acc: 0.1031, top5_acc: 0.2977, loss_cls: 4.4229, loss: 4.4229, grad_norm: 1.4769 2020-07-23 21:27:35,083 - mmaction - INFO - Epoch [6][3120/3757] lr: 9.981e-02, eta: 4 days, 23:29:54, time: 0.641, data_time: 0.002, memory: 5237, top1_acc: 0.1398, top5_acc: 0.3023, loss_cls: 4.3782, loss: 4.3782, grad_norm: 1.4644 2020-07-23 21:27:47,790 - mmaction - INFO - Epoch [6][3140/3757] lr: 9.981e-02, eta: 4 days, 23:29:27, time: 0.634, data_time: 0.001, memory: 5237, top1_acc: 0.1211, top5_acc: 0.2922, loss_cls: 4.4544, loss: 4.4544, grad_norm: 1.4599 2020-07-23 21:28:00,065 - mmaction - INFO - Epoch [6][3160/3757] lr: 9.981e-02, eta: 4 days, 23:28:49, time: 0.615, data_time: 0.003, memory: 5237, top1_acc: 0.1148, top5_acc: 0.2930, loss_cls: 4.4301, loss: 4.4301, grad_norm: 1.4885 2020-07-23 21:28:12,484 - mmaction - INFO - Epoch [6][3180/3757] lr: 9.981e-02, eta: 4 days, 23:28:13, time: 0.620, data_time: 0.001, memory: 5237, top1_acc: 0.1148, top5_acc: 0.3102, loss_cls: 4.3622, loss: 4.3622, grad_norm: 1.4608 2020-07-23 21:28:25,457 - mmaction - INFO - Epoch [6][3200/3757] lr: 9.981e-02, eta: 4 days, 23:27:55, time: 0.650, data_time: 0.002, memory: 5237, top1_acc: 0.1313, top5_acc: 0.3141, loss_cls: 4.3322, loss: 4.3322, grad_norm: 1.4611 2020-07-23 21:28:38,832 - mmaction - INFO - Epoch [6][3220/3757] lr: 9.981e-02, eta: 4 days, 23:27:48, time: 0.667, data_time: 0.001, memory: 5237, top1_acc: 0.1187, top5_acc: 0.2945, loss_cls: 4.4271, loss: 4.4271, grad_norm: 1.5372 2020-07-23 21:28:52,038 - mmaction - INFO - Epoch [6][3240/3757] lr: 9.981e-02, eta: 4 days, 23:27:37, time: 0.661, data_time: 0.003, memory: 5237, top1_acc: 0.1148, top5_acc: 0.3031, loss_cls: 4.4197, loss: 4.4197, grad_norm: 1.4803 2020-07-23 21:29:05,086 - mmaction - INFO - Epoch [6][3260/3757] lr: 9.981e-02, eta: 4 days, 23:27:21, time: 0.652, data_time: 0.001, memory: 5237, top1_acc: 0.1039, top5_acc: 0.2898, loss_cls: 4.4648, loss: 4.4648, grad_norm: 1.4741 2020-07-23 21:29:18,880 - mmaction - INFO - Epoch [6][3280/3757] lr: 9.981e-02, eta: 4 days, 23:27:27, time: 0.689, data_time: 0.002, memory: 5237, top1_acc: 0.1187, top5_acc: 0.3148, loss_cls: 4.3675, loss: 4.3675, grad_norm: 1.4614 2020-07-23 21:29:31,402 - mmaction - INFO - Epoch [6][3300/3757] lr: 9.981e-02, eta: 4 days, 23:26:56, time: 0.627, data_time: 0.002, memory: 5237, top1_acc: 0.1180, top5_acc: 0.3117, loss_cls: 4.4252, loss: 4.4252, grad_norm: 1.4999 2020-07-23 21:29:44,081 - mmaction - INFO - Epoch [6][3320/3757] lr: 9.981e-02, eta: 4 days, 23:26:29, time: 0.634, data_time: 0.001, memory: 5237, top1_acc: 0.1227, top5_acc: 0.3117, loss_cls: 4.4082, loss: 4.4082, grad_norm: 1.4615 2020-07-23 21:29:56,997 - mmaction - INFO - Epoch [6][3340/3757] lr: 9.981e-02, eta: 4 days, 23:26:08, time: 0.645, data_time: 0.001, memory: 5237, top1_acc: 0.1281, top5_acc: 0.2945, loss_cls: 4.3981, loss: 4.3981, grad_norm: 1.4597 2020-07-23 21:30:10,868 - mmaction - INFO - Epoch [6][3360/3757] lr: 9.981e-02, eta: 4 days, 23:26:17, time: 0.694, data_time: 0.002, memory: 5237, top1_acc: 0.1109, top5_acc: 0.2789, loss_cls: 4.4542, loss: 4.4542, grad_norm: 1.4715 2020-07-23 21:30:24,680 - mmaction - INFO - Epoch [6][3380/3757] lr: 9.981e-02, eta: 4 days, 23:26:23, time: 0.690, data_time: 0.002, memory: 5237, top1_acc: 0.0898, top5_acc: 0.2844, loss_cls: 4.5032, loss: 4.5032, grad_norm: 1.5001 2020-07-23 21:30:37,889 - mmaction - INFO - Epoch [6][3400/3757] lr: 9.981e-02, eta: 4 days, 23:26:12, time: 0.662, data_time: 0.003, memory: 5237, top1_acc: 0.1234, top5_acc: 0.3094, loss_cls: 4.4162, loss: 4.4162, grad_norm: 1.4555 2020-07-23 21:30:50,587 - mmaction - INFO - Epoch [6][3420/3757] lr: 9.981e-02, eta: 4 days, 23:25:46, time: 0.634, data_time: 0.001, memory: 5237, top1_acc: 0.1172, top5_acc: 0.2930, loss_cls: 4.4549, loss: 4.4549, grad_norm: 1.4923 2020-07-23 21:31:03,608 - mmaction - INFO - Epoch [6][3440/3757] lr: 9.981e-02, eta: 4 days, 23:25:29, time: 0.651, data_time: 0.002, memory: 5237, top1_acc: 0.1219, top5_acc: 0.3195, loss_cls: 4.3541, loss: 4.3541, grad_norm: 1.4502 2020-07-23 21:31:16,659 - mmaction - INFO - Epoch [6][3460/3757] lr: 9.981e-02, eta: 4 days, 23:25:13, time: 0.653, data_time: 0.002, memory: 5237, top1_acc: 0.1070, top5_acc: 0.2984, loss_cls: 4.4129, loss: 4.4129, grad_norm: 1.4689 2020-07-23 21:31:30,012 - mmaction - INFO - Epoch [6][3480/3757] lr: 9.981e-02, eta: 4 days, 23:25:05, time: 0.667, data_time: 0.002, memory: 5237, top1_acc: 0.1297, top5_acc: 0.3180, loss_cls: 4.3441, loss: 4.3441, grad_norm: 1.4777 2020-07-23 21:31:42,582 - mmaction - INFO - Epoch [6][3500/3757] lr: 9.981e-02, eta: 4 days, 23:24:36, time: 0.629, data_time: 0.003, memory: 5237, top1_acc: 0.1234, top5_acc: 0.2984, loss_cls: 4.3687, loss: 4.3687, grad_norm: 1.5193 2020-07-23 21:31:55,081 - mmaction - INFO - Epoch [6][3520/3757] lr: 9.981e-02, eta: 4 days, 23:24:03, time: 0.624, data_time: 0.001, memory: 5237, top1_acc: 0.1203, top5_acc: 0.2977, loss_cls: 4.4376, loss: 4.4376, grad_norm: 1.4951 2020-07-23 21:32:07,329 - mmaction - INFO - Epoch [6][3540/3757] lr: 9.981e-02, eta: 4 days, 23:23:24, time: 0.614, data_time: 0.003, memory: 5237, top1_acc: 0.1227, top5_acc: 0.3117, loss_cls: 4.3379, loss: 4.3379, grad_norm: 1.4572 2020-07-23 21:32:20,582 - mmaction - INFO - Epoch [6][3560/3757] lr: 9.981e-02, eta: 4 days, 23:23:13, time: 0.661, data_time: 0.001, memory: 5237, top1_acc: 0.1328, top5_acc: 0.2922, loss_cls: 4.4459, loss: 4.4459, grad_norm: 1.4872 2020-07-23 21:32:35,106 - mmaction - INFO - Epoch [6][3580/3757] lr: 9.981e-02, eta: 4 days, 23:23:41, time: 0.728, data_time: 0.003, memory: 5237, top1_acc: 0.1156, top5_acc: 0.3195, loss_cls: 4.3596, loss: 4.3596, grad_norm: 1.4957 2020-07-23 21:32:48,369 - mmaction - INFO - Epoch [6][3600/3757] lr: 9.981e-02, eta: 4 days, 23:23:32, time: 0.663, data_time: 0.001, memory: 5237, top1_acc: 0.1258, top5_acc: 0.2992, loss_cls: 4.4034, loss: 4.4034, grad_norm: 1.5024 2020-07-23 21:33:01,498 - mmaction - INFO - Epoch [6][3620/3757] lr: 9.981e-02, eta: 4 days, 23:23:18, time: 0.656, data_time: 0.001, memory: 5237, top1_acc: 0.1266, top5_acc: 0.3125, loss_cls: 4.4253, loss: 4.4253, grad_norm: 1.5090 2020-07-23 21:33:14,191 - mmaction - INFO - Epoch [6][3640/3757] lr: 9.981e-02, eta: 4 days, 23:22:51, time: 0.633, data_time: 0.001, memory: 5237, top1_acc: 0.1203, top5_acc: 0.3328, loss_cls: 4.3448, loss: 4.3448, grad_norm: 1.4845 2020-07-23 21:33:27,697 - mmaction - INFO - Epoch [6][3660/3757] lr: 9.981e-02, eta: 4 days, 23:22:48, time: 0.675, data_time: 0.002, memory: 5237, top1_acc: 0.1195, top5_acc: 0.2953, loss_cls: 4.4026, loss: 4.4026, grad_norm: 1.4932 2020-07-23 21:33:41,219 - mmaction - INFO - Epoch [6][3680/3757] lr: 9.981e-02, eta: 4 days, 23:22:46, time: 0.677, data_time: 0.003, memory: 5237, top1_acc: 0.1187, top5_acc: 0.3383, loss_cls: 4.3195, loss: 4.3195, grad_norm: 1.4725 2020-07-23 21:33:53,861 - mmaction - INFO - Epoch [6][3700/3757] lr: 9.981e-02, eta: 4 days, 23:22:19, time: 0.633, data_time: 0.002, memory: 5237, top1_acc: 0.1141, top5_acc: 0.2953, loss_cls: 4.4608, loss: 4.4608, grad_norm: 1.4849 2020-07-23 21:34:07,081 - mmaction - INFO - Epoch [6][3720/3757] lr: 9.981e-02, eta: 4 days, 23:22:07, time: 0.660, data_time: 0.001, memory: 5237, top1_acc: 0.1148, top5_acc: 0.2914, loss_cls: 4.4939, loss: 4.4939, grad_norm: 1.4419 2020-07-23 21:34:19,582 - mmaction - INFO - Epoch [6][3740/3757] lr: 9.981e-02, eta: 4 days, 23:21:36, time: 0.626, data_time: 0.002, memory: 5237, top1_acc: 0.1078, top5_acc: 0.2906, loss_cls: 4.4654, loss: 4.4654, grad_norm: 1.4679 2020-07-23 21:38:25,619 - mmaction - INFO - Epoch [7][20/3757] lr: 9.973e-02, eta: 5 days, 0:59:39, time: 11.411, data_time: 10.653, memory: 5237, top1_acc: 0.1281, top5_acc: 0.3172, loss_cls: 4.3753, loss: 4.3753, grad_norm: 1.4702 2020-07-23 21:38:38,943 - mmaction - INFO - Epoch [7][40/3757] lr: 9.973e-02, eta: 5 days, 0:59:25, time: 0.666, data_time: 0.002, memory: 5237, top1_acc: 0.1117, top5_acc: 0.3164, loss_cls: 4.3613, loss: 4.3613, grad_norm: 1.5106 2020-07-23 21:38:50,963 - mmaction - INFO - Epoch [7][60/3757] lr: 9.973e-02, eta: 5 days, 0:58:34, time: 0.600, data_time: 0.001, memory: 5237, top1_acc: 0.1258, top5_acc: 0.2969, loss_cls: 4.4155, loss: 4.4155, grad_norm: 1.5007 2020-07-23 21:39:03,567 - mmaction - INFO - Epoch [7][80/3757] lr: 9.973e-02, eta: 5 days, 0:58:00, time: 0.631, data_time: 0.003, memory: 5237, top1_acc: 0.1203, top5_acc: 0.3039, loss_cls: 4.4245, loss: 4.4245, grad_norm: 1.4853 2020-07-23 21:39:15,691 - mmaction - INFO - Epoch [7][100/3757] lr: 9.973e-02, eta: 5 days, 0:57:12, time: 0.606, data_time: 0.001, memory: 5237, top1_acc: 0.1219, top5_acc: 0.3070, loss_cls: 4.3420, loss: 4.3420, grad_norm: 1.5147 2020-07-23 21:39:28,354 - mmaction - INFO - Epoch [7][120/3757] lr: 9.973e-02, eta: 5 days, 0:56:40, time: 0.633, data_time: 0.001, memory: 5237, top1_acc: 0.1219, top5_acc: 0.3180, loss_cls: 4.3429, loss: 4.3429, grad_norm: 1.4859 2020-07-23 21:39:40,744 - mmaction - INFO - Epoch [7][140/3757] lr: 9.973e-02, eta: 5 days, 0:56:00, time: 0.620, data_time: 0.001, memory: 5237, top1_acc: 0.1156, top5_acc: 0.3055, loss_cls: 4.4048, loss: 4.4048, grad_norm: 1.5079 2020-07-23 21:39:52,854 - mmaction - INFO - Epoch [7][160/3757] lr: 9.973e-02, eta: 5 days, 0:55:12, time: 0.606, data_time: 0.002, memory: 5237, top1_acc: 0.1172, top5_acc: 0.2984, loss_cls: 4.3917, loss: 4.3917, grad_norm: 1.4832 2020-07-23 21:40:06,008 - mmaction - INFO - Epoch [7][180/3757] lr: 9.973e-02, eta: 5 days, 0:54:53, time: 0.657, data_time: 0.001, memory: 5237, top1_acc: 0.1141, top5_acc: 0.2867, loss_cls: 4.3985, loss: 4.3985, grad_norm: 1.4953 2020-07-23 21:40:19,270 - mmaction - INFO - Epoch [7][200/3757] lr: 9.973e-02, eta: 5 days, 0:54:38, time: 0.664, data_time: 0.002, memory: 5237, top1_acc: 0.1344, top5_acc: 0.3477, loss_cls: 4.2654, loss: 4.2654, grad_norm: 1.4920 2020-07-23 21:40:31,757 - mmaction - INFO - Epoch [7][220/3757] lr: 9.973e-02, eta: 5 days, 0:54:01, time: 0.624, data_time: 0.003, memory: 5237, top1_acc: 0.1211, top5_acc: 0.3070, loss_cls: 4.3534, loss: 4.3534, grad_norm: 1.5186 2020-07-23 21:40:44,134 - mmaction - INFO - Epoch [7][240/3757] lr: 9.973e-02, eta: 5 days, 0:53:21, time: 0.620, data_time: 0.002, memory: 5237, top1_acc: 0.1359, top5_acc: 0.3180, loss_cls: 4.3260, loss: 4.3260, grad_norm: 1.5291 2020-07-23 21:40:56,576 - mmaction - INFO - Epoch [7][260/3757] lr: 9.973e-02, eta: 5 days, 0:52:42, time: 0.622, data_time: 0.001, memory: 5237, top1_acc: 0.1180, top5_acc: 0.3148, loss_cls: 4.3749, loss: 4.3749, grad_norm: 1.5013 2020-07-23 21:41:09,884 - mmaction - INFO - Epoch [7][280/3757] lr: 9.973e-02, eta: 5 days, 0:52:28, time: 0.665, data_time: 0.001, memory: 5237, top1_acc: 0.1320, top5_acc: 0.3383, loss_cls: 4.3013, loss: 4.3013, grad_norm: 1.5228 2020-07-23 21:41:22,242 - mmaction - INFO - Epoch [7][300/3757] lr: 9.973e-02, eta: 5 days, 0:51:48, time: 0.619, data_time: 0.004, memory: 5237, top1_acc: 0.1219, top5_acc: 0.2906, loss_cls: 4.4003, loss: 4.4003, grad_norm: 1.5203 2020-07-23 21:41:35,324 - mmaction - INFO - Epoch [7][320/3757] lr: 9.973e-02, eta: 5 days, 0:51:27, time: 0.653, data_time: 0.002, memory: 5237, top1_acc: 0.1320, top5_acc: 0.3227, loss_cls: 4.3174, loss: 4.3174, grad_norm: 1.4718 2020-07-23 21:41:48,973 - mmaction - INFO - Epoch [7][340/3757] lr: 9.973e-02, eta: 5 days, 0:51:24, time: 0.682, data_time: 0.002, memory: 5237, top1_acc: 0.1195, top5_acc: 0.2898, loss_cls: 4.4448, loss: 4.4448, grad_norm: 1.5235 2020-07-23 21:42:03,174 - mmaction - INFO - Epoch [7][360/3757] lr: 9.973e-02, eta: 5 days, 0:51:36, time: 0.710, data_time: 0.002, memory: 5237, top1_acc: 0.1344, top5_acc: 0.3195, loss_cls: 4.3431, loss: 4.3431, grad_norm: 1.4709 2020-07-23 21:42:16,062 - mmaction - INFO - Epoch [7][380/3757] lr: 9.973e-02, eta: 5 days, 0:51:10, time: 0.644, data_time: 0.002, memory: 5237, top1_acc: 0.1203, top5_acc: 0.3102, loss_cls: 4.3970, loss: 4.3970, grad_norm: 1.4978 2020-07-23 21:42:28,507 - mmaction - INFO - Epoch [7][400/3757] lr: 9.973e-02, eta: 5 days, 0:50:32, time: 0.623, data_time: 0.002, memory: 5237, top1_acc: 0.1180, top5_acc: 0.3211, loss_cls: 4.3335, loss: 4.3335, grad_norm: 1.4937 2020-07-23 21:42:41,263 - mmaction - INFO - Epoch [7][420/3757] lr: 9.973e-02, eta: 5 days, 0:50:02, time: 0.637, data_time: 0.002, memory: 5237, top1_acc: 0.1320, top5_acc: 0.3289, loss_cls: 4.3153, loss: 4.3153, grad_norm: 1.5145 2020-07-23 21:42:54,636 - mmaction - INFO - Epoch [7][440/3757] lr: 9.973e-02, eta: 5 days, 0:49:51, time: 0.669, data_time: 0.003, memory: 5237, top1_acc: 0.1219, top5_acc: 0.3078, loss_cls: 4.3433, loss: 4.3433, grad_norm: 1.5404 2020-07-23 21:43:07,319 - mmaction - INFO - Epoch [7][460/3757] lr: 9.973e-02, eta: 5 days, 0:49:20, time: 0.634, data_time: 0.002, memory: 5237, top1_acc: 0.1086, top5_acc: 0.3250, loss_cls: 4.3484, loss: 4.3484, grad_norm: 1.5231 2020-07-23 21:43:20,376 - mmaction - INFO - Epoch [7][480/3757] lr: 9.973e-02, eta: 5 days, 0:48:59, time: 0.653, data_time: 0.001, memory: 5237, top1_acc: 0.1297, top5_acc: 0.3133, loss_cls: 4.3245, loss: 4.3245, grad_norm: 1.5437 2020-07-23 21:43:33,212 - mmaction - INFO - Epoch [7][500/3757] lr: 9.973e-02, eta: 5 days, 0:48:32, time: 0.641, data_time: 0.001, memory: 5237, top1_acc: 0.1320, top5_acc: 0.3141, loss_cls: 4.3643, loss: 4.3643, grad_norm: 1.5045 2020-07-23 21:43:46,175 - mmaction - INFO - Epoch [7][520/3757] lr: 9.973e-02, eta: 5 days, 0:48:09, time: 0.649, data_time: 0.002, memory: 5237, top1_acc: 0.1148, top5_acc: 0.2992, loss_cls: 4.4235, loss: 4.4235, grad_norm: 1.4749 2020-07-23 21:44:01,243 - mmaction - INFO - Epoch [7][540/3757] lr: 9.973e-02, eta: 5 days, 0:48:45, time: 0.753, data_time: 0.002, memory: 5237, top1_acc: 0.1344, top5_acc: 0.2930, loss_cls: 4.4241, loss: 4.4241, grad_norm: 1.4466 2020-07-23 21:44:14,669 - mmaction - INFO - Epoch [7][560/3757] lr: 9.973e-02, eta: 5 days, 0:48:34, time: 0.671, data_time: 0.002, memory: 5237, top1_acc: 0.1156, top5_acc: 0.3078, loss_cls: 4.3930, loss: 4.3930, grad_norm: 1.4728 2020-07-23 21:44:27,681 - mmaction - INFO - Epoch [7][580/3757] lr: 9.973e-02, eta: 5 days, 0:48:12, time: 0.650, data_time: 0.002, memory: 5237, top1_acc: 0.1242, top5_acc: 0.3195, loss_cls: 4.3680, loss: 4.3680, grad_norm: 1.5210 2020-07-23 21:44:40,953 - mmaction - INFO - Epoch [7][600/3757] lr: 9.973e-02, eta: 5 days, 0:47:58, time: 0.664, data_time: 0.002, memory: 5237, top1_acc: 0.1055, top5_acc: 0.2945, loss_cls: 4.4446, loss: 4.4446, grad_norm: 1.4756 2020-07-23 21:44:53,434 - mmaction - INFO - Epoch [7][620/3757] lr: 9.973e-02, eta: 5 days, 0:47:21, time: 0.625, data_time: 0.002, memory: 5237, top1_acc: 0.1258, top5_acc: 0.3180, loss_cls: 4.3677, loss: 4.3677, grad_norm: 1.4804 2020-07-23 21:45:07,153 - mmaction - INFO - Epoch [7][640/3757] lr: 9.973e-02, eta: 5 days, 0:47:19, time: 0.685, data_time: 0.001, memory: 5237, top1_acc: 0.1125, top5_acc: 0.2984, loss_cls: 4.4115, loss: 4.4115, grad_norm: 1.5257 2020-07-23 21:45:19,893 - mmaction - INFO - Epoch [7][660/3757] lr: 9.973e-02, eta: 5 days, 0:46:49, time: 0.637, data_time: 0.002, memory: 5237, top1_acc: 0.1328, top5_acc: 0.3039, loss_cls: 4.3426, loss: 4.3426, grad_norm: 1.5340 2020-07-23 21:45:34,079 - mmaction - INFO - Epoch [7][680/3757] lr: 9.973e-02, eta: 5 days, 0:47:00, time: 0.709, data_time: 0.002, memory: 5237, top1_acc: 0.1219, top5_acc: 0.3109, loss_cls: 4.3847, loss: 4.3847, grad_norm: 1.5119 2020-07-23 21:45:47,115 - mmaction - INFO - Epoch [7][700/3757] lr: 9.973e-02, eta: 5 days, 0:46:39, time: 0.652, data_time: 0.002, memory: 5237, top1_acc: 0.1336, top5_acc: 0.3383, loss_cls: 4.2799, loss: 4.2799, grad_norm: 1.5038 2020-07-23 21:45:59,485 - mmaction - INFO - Epoch [7][720/3757] lr: 9.973e-02, eta: 5 days, 0:45:59, time: 0.618, data_time: 0.002, memory: 5237, top1_acc: 0.1078, top5_acc: 0.2891, loss_cls: 4.4270, loss: 4.4270, grad_norm: 1.5075 2020-07-23 21:46:12,811 - mmaction - INFO - Epoch [7][740/3757] lr: 9.973e-02, eta: 5 days, 0:45:46, time: 0.666, data_time: 0.002, memory: 5237, top1_acc: 0.1234, top5_acc: 0.3375, loss_cls: 4.3505, loss: 4.3505, grad_norm: 1.5097 2020-07-23 21:46:26,598 - mmaction - INFO - Epoch [7][760/3757] lr: 9.973e-02, eta: 5 days, 0:45:46, time: 0.689, data_time: 0.002, memory: 5237, top1_acc: 0.1398, top5_acc: 0.3211, loss_cls: 4.2628, loss: 4.2628, grad_norm: 1.5230 2020-07-23 21:46:38,902 - mmaction - INFO - Epoch [7][780/3757] lr: 9.973e-02, eta: 5 days, 0:45:05, time: 0.616, data_time: 0.002, memory: 5237, top1_acc: 0.1258, top5_acc: 0.2977, loss_cls: 4.4222, loss: 4.4222, grad_norm: 1.5450 2020-07-23 21:46:51,780 - mmaction - INFO - Epoch [7][800/3757] lr: 9.973e-02, eta: 5 days, 0:44:39, time: 0.643, data_time: 0.002, memory: 5237, top1_acc: 0.1273, top5_acc: 0.3367, loss_cls: 4.3235, loss: 4.3235, grad_norm: 1.4824 2020-07-23 21:47:05,693 - mmaction - INFO - Epoch [7][820/3757] lr: 9.973e-02, eta: 5 days, 0:44:42, time: 0.696, data_time: 0.003, memory: 5237, top1_acc: 0.1102, top5_acc: 0.2992, loss_cls: 4.3916, loss: 4.3916, grad_norm: 1.5287 2020-07-23 21:47:19,050 - mmaction - INFO - Epoch [7][840/3757] lr: 9.973e-02, eta: 5 days, 0:44:30, time: 0.668, data_time: 0.002, memory: 5237, top1_acc: 0.1180, top5_acc: 0.3141, loss_cls: 4.4067, loss: 4.4067, grad_norm: 1.4861 2020-07-23 21:47:32,101 - mmaction - INFO - Epoch [7][860/3757] lr: 9.973e-02, eta: 5 days, 0:44:10, time: 0.653, data_time: 0.002, memory: 5237, top1_acc: 0.1227, top5_acc: 0.3187, loss_cls: 4.3544, loss: 4.3544, grad_norm: 1.4871 2020-07-23 21:47:44,457 - mmaction - INFO - Epoch [7][880/3757] lr: 9.973e-02, eta: 5 days, 0:43:29, time: 0.617, data_time: 0.002, memory: 5237, top1_acc: 0.1203, top5_acc: 0.3148, loss_cls: 4.3785, loss: 4.3785, grad_norm: 1.5777 2020-07-23 21:47:57,198 - mmaction - INFO - Epoch [7][900/3757] lr: 9.973e-02, eta: 5 days, 0:43:00, time: 0.637, data_time: 0.003, memory: 5237, top1_acc: 0.1547, top5_acc: 0.3250, loss_cls: 4.2866, loss: 4.2866, grad_norm: 1.4695 2020-07-23 21:48:10,558 - mmaction - INFO - Epoch [7][920/3757] lr: 9.973e-02, eta: 5 days, 0:42:48, time: 0.669, data_time: 0.003, memory: 5237, top1_acc: 0.1203, top5_acc: 0.3094, loss_cls: 4.4045, loss: 4.4045, grad_norm: 1.5251 2020-07-23 21:48:23,355 - mmaction - INFO - Epoch [7][940/3757] lr: 9.973e-02, eta: 5 days, 0:42:20, time: 0.639, data_time: 0.002, memory: 5237, top1_acc: 0.1195, top5_acc: 0.3102, loss_cls: 4.4119, loss: 4.4119, grad_norm: 1.5195 2020-07-23 21:48:36,018 - mmaction - INFO - Epoch [7][960/3757] lr: 9.973e-02, eta: 5 days, 0:41:49, time: 0.633, data_time: 0.002, memory: 5237, top1_acc: 0.1258, top5_acc: 0.3125, loss_cls: 4.3503, loss: 4.3503, grad_norm: 1.5559 2020-07-23 21:48:49,330 - mmaction - INFO - Epoch [7][980/3757] lr: 9.973e-02, eta: 5 days, 0:41:35, time: 0.664, data_time: 0.002, memory: 5237, top1_acc: 0.1133, top5_acc: 0.3148, loss_cls: 4.4363, loss: 4.4363, grad_norm: 1.4743 2020-07-23 21:49:02,255 - mmaction - INFO - Epoch [7][1000/3757] lr: 9.973e-02, eta: 5 days, 0:41:12, time: 0.648, data_time: 0.003, memory: 5237, top1_acc: 0.1469, top5_acc: 0.3367, loss_cls: 4.2991, loss: 4.2991, grad_norm: 1.4594 2020-07-23 21:49:14,858 - mmaction - INFO - Epoch [7][1020/3757] lr: 9.973e-02, eta: 5 days, 0:40:39, time: 0.629, data_time: 0.001, memory: 5237, top1_acc: 0.1117, top5_acc: 0.3102, loss_cls: 4.3962, loss: 4.3962, grad_norm: 1.5477 2020-07-23 21:49:27,080 - mmaction - INFO - Epoch [7][1040/3757] lr: 9.973e-02, eta: 5 days, 0:39:56, time: 0.612, data_time: 0.002, memory: 5237, top1_acc: 0.1148, top5_acc: 0.3141, loss_cls: 4.4143, loss: 4.4143, grad_norm: 1.5235 2020-07-23 21:49:39,938 - mmaction - INFO - Epoch [7][1060/3757] lr: 9.973e-02, eta: 5 days, 0:39:29, time: 0.642, data_time: 0.002, memory: 5237, top1_acc: 0.1352, top5_acc: 0.3242, loss_cls: 4.3385, loss: 4.3385, grad_norm: 1.5001 2020-07-23 21:49:52,536 - mmaction - INFO - Epoch [7][1080/3757] lr: 9.973e-02, eta: 5 days, 0:38:57, time: 0.631, data_time: 0.002, memory: 5237, top1_acc: 0.1117, top5_acc: 0.3156, loss_cls: 4.3730, loss: 4.3730, grad_norm: 1.4888 2020-07-23 21:50:04,892 - mmaction - INFO - Epoch [7][1100/3757] lr: 9.973e-02, eta: 5 days, 0:38:17, time: 0.617, data_time: 0.001, memory: 5237, top1_acc: 0.1266, top5_acc: 0.3266, loss_cls: 4.2602, loss: 4.2602, grad_norm: 1.4829 2020-07-23 21:50:17,475 - mmaction - INFO - Epoch [7][1120/3757] lr: 9.973e-02, eta: 5 days, 0:37:43, time: 0.628, data_time: 0.002, memory: 5237, top1_acc: 0.1383, top5_acc: 0.3195, loss_cls: 4.3032, loss: 4.3032, grad_norm: 1.5230 2020-07-23 21:50:30,359 - mmaction - INFO - Epoch [7][1140/3757] lr: 9.973e-02, eta: 5 days, 0:37:18, time: 0.644, data_time: 0.003, memory: 5237, top1_acc: 0.1078, top5_acc: 0.2836, loss_cls: 4.4519, loss: 4.4519, grad_norm: 1.5007 2020-07-23 21:50:42,805 - mmaction - INFO - Epoch [7][1160/3757] lr: 9.973e-02, eta: 5 days, 0:36:41, time: 0.622, data_time: 0.015, memory: 5237, top1_acc: 0.1406, top5_acc: 0.3438, loss_cls: 4.2357, loss: 4.2357, grad_norm: 1.5032 2020-07-23 21:50:56,137 - mmaction - INFO - Epoch [7][1180/3757] lr: 9.973e-02, eta: 5 days, 0:36:29, time: 0.668, data_time: 0.002, memory: 5237, top1_acc: 0.1195, top5_acc: 0.3172, loss_cls: 4.3859, loss: 4.3859, grad_norm: 1.5518 2020-07-23 21:51:09,727 - mmaction - INFO - Epoch [7][1200/3757] lr: 9.973e-02, eta: 5 days, 0:36:23, time: 0.679, data_time: 0.001, memory: 5237, top1_acc: 0.1313, top5_acc: 0.3320, loss_cls: 4.3236, loss: 4.3236, grad_norm: 1.5495 2020-07-23 21:51:22,283 - mmaction - INFO - Epoch [7][1220/3757] lr: 9.973e-02, eta: 5 days, 0:35:49, time: 0.627, data_time: 0.002, memory: 5237, top1_acc: 0.1078, top5_acc: 0.2789, loss_cls: 4.4725, loss: 4.4725, grad_norm: 1.5369 2020-07-23 21:51:35,187 - mmaction - INFO - Epoch [7][1240/3757] lr: 9.973e-02, eta: 5 days, 0:35:25, time: 0.646, data_time: 0.002, memory: 5237, top1_acc: 0.1195, top5_acc: 0.3086, loss_cls: 4.4132, loss: 4.4132, grad_norm: 1.4391 2020-07-23 21:51:47,108 - mmaction - INFO - Epoch [7][1260/3757] lr: 9.973e-02, eta: 5 days, 0:34:33, time: 0.596, data_time: 0.002, memory: 5237, top1_acc: 0.1133, top5_acc: 0.3016, loss_cls: 4.4182, loss: 4.4182, grad_norm: 1.4804 2020-07-23 21:51:59,968 - mmaction - INFO - Epoch [7][1280/3757] lr: 9.973e-02, eta: 5 days, 0:34:08, time: 0.643, data_time: 0.002, memory: 5237, top1_acc: 0.1359, top5_acc: 0.3367, loss_cls: 4.2769, loss: 4.2769, grad_norm: 1.5115 2020-07-23 21:52:12,066 - mmaction - INFO - Epoch [7][1300/3757] lr: 9.973e-02, eta: 5 days, 0:33:22, time: 0.605, data_time: 0.002, memory: 5237, top1_acc: 0.1227, top5_acc: 0.3094, loss_cls: 4.4187, loss: 4.4187, grad_norm: 1.5149 2020-07-23 21:52:24,298 - mmaction - INFO - Epoch [7][1320/3757] lr: 9.973e-02, eta: 5 days, 0:32:39, time: 0.611, data_time: 0.002, memory: 5237, top1_acc: 0.1180, top5_acc: 0.2898, loss_cls: 4.4372, loss: 4.4372, grad_norm: 1.4793 2020-07-23 21:52:36,670 - mmaction - INFO - Epoch [7][1340/3757] lr: 9.973e-02, eta: 5 days, 0:32:00, time: 0.619, data_time: 0.002, memory: 5237, top1_acc: 0.1172, top5_acc: 0.3016, loss_cls: 4.3821, loss: 4.3821, grad_norm: 1.5249 2020-07-23 21:52:49,279 - mmaction - INFO - Epoch [7][1360/3757] lr: 9.973e-02, eta: 5 days, 0:31:28, time: 0.630, data_time: 0.001, memory: 5237, top1_acc: 0.1141, top5_acc: 0.3047, loss_cls: 4.4126, loss: 4.4126, grad_norm: 1.4951 2020-07-23 21:53:02,297 - mmaction - INFO - Epoch [7][1380/3757] lr: 9.973e-02, eta: 5 days, 0:31:07, time: 0.651, data_time: 0.001, memory: 5237, top1_acc: 0.1250, top5_acc: 0.3219, loss_cls: 4.3473, loss: 4.3473, grad_norm: 1.4993 2020-07-23 21:53:15,228 - mmaction - INFO - Epoch [7][1400/3757] lr: 9.973e-02, eta: 5 days, 0:30:43, time: 0.646, data_time: 0.002, memory: 5237, top1_acc: 0.1289, top5_acc: 0.3180, loss_cls: 4.2797, loss: 4.2797, grad_norm: 1.5351 2020-07-23 21:53:28,220 - mmaction - INFO - Epoch [7][1420/3757] lr: 9.973e-02, eta: 5 days, 0:30:22, time: 0.650, data_time: 0.002, memory: 5237, top1_acc: 0.1359, top5_acc: 0.3422, loss_cls: 4.3452, loss: 4.3452, grad_norm: 1.5504 2020-07-23 21:53:40,992 - mmaction - INFO - Epoch [7][1440/3757] lr: 9.973e-02, eta: 5 days, 0:29:54, time: 0.638, data_time: 0.001, memory: 5237, top1_acc: 0.1250, top5_acc: 0.3367, loss_cls: 4.2606, loss: 4.2606, grad_norm: 1.5218 2020-07-23 21:53:53,724 - mmaction - INFO - Epoch [7][1460/3757] lr: 9.973e-02, eta: 5 days, 0:29:25, time: 0.637, data_time: 0.002, memory: 5237, top1_acc: 0.1336, top5_acc: 0.3414, loss_cls: 4.2940, loss: 4.2940, grad_norm: 1.5747 2020-07-23 21:54:06,285 - mmaction - INFO - Epoch [7][1480/3757] lr: 9.973e-02, eta: 5 days, 0:28:52, time: 0.628, data_time: 0.002, memory: 5237, top1_acc: 0.1141, top5_acc: 0.3039, loss_cls: 4.4019, loss: 4.4019, grad_norm: 1.5527 2020-07-23 21:54:18,941 - mmaction - INFO - Epoch [7][1500/3757] lr: 9.973e-02, eta: 5 days, 0:28:21, time: 0.633, data_time: 0.002, memory: 5237, top1_acc: 0.1148, top5_acc: 0.3016, loss_cls: 4.3771, loss: 4.3771, grad_norm: 1.5100 2020-07-23 21:54:32,099 - mmaction - INFO - Epoch [7][1520/3757] lr: 9.973e-02, eta: 5 days, 0:28:04, time: 0.658, data_time: 0.001, memory: 5237, top1_acc: 0.1281, top5_acc: 0.3297, loss_cls: 4.3149, loss: 4.3149, grad_norm: 1.5418 2020-07-23 21:54:44,992 - mmaction - INFO - Epoch [7][1540/3757] lr: 9.973e-02, eta: 5 days, 0:27:40, time: 0.645, data_time: 0.001, memory: 5237, top1_acc: 0.1164, top5_acc: 0.3094, loss_cls: 4.3946, loss: 4.3946, grad_norm: 1.5190 2020-07-23 21:54:58,606 - mmaction - INFO - Epoch [7][1560/3757] lr: 9.973e-02, eta: 5 days, 0:27:34, time: 0.680, data_time: 0.002, memory: 5237, top1_acc: 0.1203, top5_acc: 0.2992, loss_cls: 4.3754, loss: 4.3754, grad_norm: 1.5098 2020-07-23 21:55:12,956 - mmaction - INFO - Epoch [7][1580/3757] lr: 9.973e-02, eta: 5 days, 0:27:50, time: 0.718, data_time: 0.003, memory: 5237, top1_acc: 0.1445, top5_acc: 0.3484, loss_cls: 4.2328, loss: 4.2328, grad_norm: 1.5086 2020-07-23 21:55:28,511 - mmaction - INFO - Epoch [7][1600/3757] lr: 9.973e-02, eta: 5 days, 0:28:37, time: 0.777, data_time: 0.002, memory: 5237, top1_acc: 0.1391, top5_acc: 0.3289, loss_cls: 4.3260, loss: 4.3260, grad_norm: 1.5085 2020-07-23 21:55:42,600 - mmaction - INFO - Epoch [7][1620/3757] lr: 9.973e-02, eta: 5 days, 0:28:45, time: 0.705, data_time: 0.002, memory: 5237, top1_acc: 0.1234, top5_acc: 0.3242, loss_cls: 4.3604, loss: 4.3604, grad_norm: 1.5086 2020-07-23 21:55:56,182 - mmaction - INFO - Epoch [7][1640/3757] lr: 9.973e-02, eta: 5 days, 0:28:40, time: 0.680, data_time: 0.002, memory: 5237, top1_acc: 0.1383, top5_acc: 0.3148, loss_cls: 4.3142, loss: 4.3142, grad_norm: 1.4726 2020-07-23 21:56:09,386 - mmaction - INFO - Epoch [7][1660/3757] lr: 9.973e-02, eta: 5 days, 0:28:23, time: 0.659, data_time: 0.001, memory: 5237, top1_acc: 0.1320, top5_acc: 0.3320, loss_cls: 4.2843, loss: 4.2843, grad_norm: 1.5532 2020-07-23 21:56:22,270 - mmaction - INFO - Epoch [7][1680/3757] lr: 9.973e-02, eta: 5 days, 0:27:59, time: 0.645, data_time: 0.002, memory: 5237, top1_acc: 0.1352, top5_acc: 0.3070, loss_cls: 4.3422, loss: 4.3422, grad_norm: 1.4921 2020-07-23 21:56:35,175 - mmaction - INFO - Epoch [7][1700/3757] lr: 9.973e-02, eta: 5 days, 0:27:35, time: 0.645, data_time: 0.001, memory: 5237, top1_acc: 0.1352, top5_acc: 0.3164, loss_cls: 4.3778, loss: 4.3778, grad_norm: 1.5383 2020-07-23 21:56:47,438 - mmaction - INFO - Epoch [7][1720/3757] lr: 9.973e-02, eta: 5 days, 0:26:54, time: 0.613, data_time: 0.001, memory: 5237, top1_acc: 0.1102, top5_acc: 0.3008, loss_cls: 4.3818, loss: 4.3818, grad_norm: 1.5538 2020-07-23 21:57:01,198 - mmaction - INFO - Epoch [7][1740/3757] lr: 9.973e-02, eta: 5 days, 0:26:53, time: 0.687, data_time: 0.001, memory: 5237, top1_acc: 0.1219, top5_acc: 0.3039, loss_cls: 4.3882, loss: 4.3882, grad_norm: 1.5594 2020-07-23 21:57:13,703 - mmaction - INFO - Epoch [7][1760/3757] lr: 9.973e-02, eta: 5 days, 0:26:18, time: 0.625, data_time: 0.002, memory: 5237, top1_acc: 0.1141, top5_acc: 0.2891, loss_cls: 4.3934, loss: 4.3934, grad_norm: 1.5038 2020-07-23 21:57:26,699 - mmaction - INFO - Epoch [7][1780/3757] lr: 9.973e-02, eta: 5 days, 0:25:57, time: 0.651, data_time: 0.003, memory: 5237, top1_acc: 0.1211, top5_acc: 0.2984, loss_cls: 4.3784, loss: 4.3784, grad_norm: 1.5276 2020-07-23 21:57:39,497 - mmaction - INFO - Epoch [7][1800/3757] lr: 9.973e-02, eta: 5 days, 0:25:30, time: 0.640, data_time: 0.001, memory: 5237, top1_acc: 0.1117, top5_acc: 0.3047, loss_cls: 4.3649, loss: 4.3649, grad_norm: 1.4875 2020-07-23 21:57:51,837 - mmaction - INFO - Epoch [7][1820/3757] lr: 9.973e-02, eta: 5 days, 0:24:51, time: 0.617, data_time: 0.002, memory: 5237, top1_acc: 0.1328, top5_acc: 0.3305, loss_cls: 4.3191, loss: 4.3191, grad_norm: 1.5043 2020-07-23 21:58:04,163 - mmaction - INFO - Epoch [7][1840/3757] lr: 9.973e-02, eta: 5 days, 0:24:12, time: 0.616, data_time: 0.001, memory: 5237, top1_acc: 0.1398, top5_acc: 0.3211, loss_cls: 4.3412, loss: 4.3412, grad_norm: 1.4939 2020-07-23 21:58:16,952 - mmaction - INFO - Epoch [7][1860/3757] lr: 9.973e-02, eta: 5 days, 0:23:45, time: 0.639, data_time: 0.002, memory: 5237, top1_acc: 0.1352, top5_acc: 0.3141, loss_cls: 4.3470, loss: 4.3470, grad_norm: 1.5229 2020-07-23 21:58:30,598 - mmaction - INFO - Epoch [7][1880/3757] lr: 9.973e-02, eta: 5 days, 0:23:41, time: 0.683, data_time: 0.011, memory: 5237, top1_acc: 0.1148, top5_acc: 0.3055, loss_cls: 4.4015, loss: 4.4015, grad_norm: 1.5084 2020-07-23 21:58:43,270 - mmaction - INFO - Epoch [7][1900/3757] lr: 9.973e-02, eta: 5 days, 0:23:11, time: 0.633, data_time: 0.001, memory: 5237, top1_acc: 0.1336, top5_acc: 0.3000, loss_cls: 4.4079, loss: 4.4079, grad_norm: 1.4740 2020-07-23 21:58:56,305 - mmaction - INFO - Epoch [7][1920/3757] lr: 9.973e-02, eta: 5 days, 0:22:50, time: 0.651, data_time: 0.001, memory: 5237, top1_acc: 0.1406, top5_acc: 0.3367, loss_cls: 4.2689, loss: 4.2689, grad_norm: 1.4841 2020-07-23 21:59:11,219 - mmaction - INFO - Epoch [7][1940/3757] lr: 9.973e-02, eta: 5 days, 0:23:20, time: 0.746, data_time: 0.002, memory: 5237, top1_acc: 0.1328, top5_acc: 0.3359, loss_cls: 4.2158, loss: 4.2158, grad_norm: 1.5658 2020-07-23 21:59:24,158 - mmaction - INFO - Epoch [7][1960/3757] lr: 9.973e-02, eta: 5 days, 0:22:57, time: 0.646, data_time: 0.001, memory: 5237, top1_acc: 0.1250, top5_acc: 0.3227, loss_cls: 4.4119, loss: 4.4119, grad_norm: 1.5299 2020-07-23 21:59:36,826 - mmaction - INFO - Epoch [7][1980/3757] lr: 9.973e-02, eta: 5 days, 0:22:27, time: 0.634, data_time: 0.002, memory: 5237, top1_acc: 0.1219, top5_acc: 0.3070, loss_cls: 4.3589, loss: 4.3589, grad_norm: 1.4826 2020-07-23 21:59:48,740 - mmaction - INFO - Epoch [7][2000/3757] lr: 9.973e-02, eta: 5 days, 0:21:37, time: 0.596, data_time: 0.001, memory: 5237, top1_acc: 0.1219, top5_acc: 0.3266, loss_cls: 4.3518, loss: 4.3518, grad_norm: 1.4748 2020-07-23 22:00:01,083 - mmaction - INFO - Epoch [7][2020/3757] lr: 9.973e-02, eta: 5 days, 0:20:59, time: 0.617, data_time: 0.001, memory: 5237, top1_acc: 0.1227, top5_acc: 0.3094, loss_cls: 4.4642, loss: 4.4642, grad_norm: 1.4943 2020-07-23 22:00:19,983 - mmaction - INFO - Epoch [7][2040/3757] lr: 9.973e-02, eta: 5 days, 0:23:13, time: 0.943, data_time: 0.003, memory: 5237, top1_acc: 0.1375, top5_acc: 0.3078, loss_cls: 4.3872, loss: 4.3872, grad_norm: 1.4504 2020-07-23 22:00:33,109 - mmaction - INFO - Epoch [7][2060/3757] lr: 9.973e-02, eta: 5 days, 0:22:56, time: 0.658, data_time: 0.005, memory: 5237, top1_acc: 0.1344, top5_acc: 0.3227, loss_cls: 4.3246, loss: 4.3246, grad_norm: 1.4881 2020-07-23 22:00:45,731 - mmaction - INFO - Epoch [7][2080/3757] lr: 9.973e-02, eta: 5 days, 0:22:25, time: 0.631, data_time: 0.002, memory: 5237, top1_acc: 0.1281, top5_acc: 0.3133, loss_cls: 4.4059, loss: 4.4059, grad_norm: 1.5459 2020-07-23 22:00:57,907 - mmaction - INFO - Epoch [7][2100/3757] lr: 9.973e-02, eta: 5 days, 0:21:42, time: 0.609, data_time: 0.002, memory: 5237, top1_acc: 0.1258, top5_acc: 0.3125, loss_cls: 4.3897, loss: 4.3897, grad_norm: 1.5126 2020-07-23 22:01:10,569 - mmaction - INFO - Epoch [7][2120/3757] lr: 9.973e-02, eta: 5 days, 0:21:12, time: 0.633, data_time: 0.001, memory: 5237, top1_acc: 0.1281, top5_acc: 0.3250, loss_cls: 4.3329, loss: 4.3329, grad_norm: 1.5174 2020-07-23 22:01:23,508 - mmaction - INFO - Epoch [7][2140/3757] lr: 9.973e-02, eta: 5 days, 0:20:48, time: 0.645, data_time: 0.001, memory: 5237, top1_acc: 0.1195, top5_acc: 0.3094, loss_cls: 4.4114, loss: 4.4114, grad_norm: 1.5341 2020-07-23 22:01:36,045 - mmaction - INFO - Epoch [7][2160/3757] lr: 9.973e-02, eta: 5 days, 0:20:15, time: 0.628, data_time: 0.003, memory: 5237, top1_acc: 0.1352, top5_acc: 0.3469, loss_cls: 4.2476, loss: 4.2476, grad_norm: 1.4977 2020-07-23 22:01:48,749 - mmaction - INFO - Epoch [7][2180/3757] lr: 9.973e-02, eta: 5 days, 0:19:46, time: 0.635, data_time: 0.001, memory: 5237, top1_acc: 0.1211, top5_acc: 0.3320, loss_cls: 4.3538, loss: 4.3538, grad_norm: 1.5372 2020-07-23 22:02:01,465 - mmaction - INFO - Epoch [7][2200/3757] lr: 9.973e-02, eta: 5 days, 0:19:18, time: 0.636, data_time: 0.002, memory: 5237, top1_acc: 0.1414, top5_acc: 0.3094, loss_cls: 4.3687, loss: 4.3687, grad_norm: 1.5010 2020-07-23 22:02:14,482 - mmaction - INFO - Epoch [7][2220/3757] lr: 9.973e-02, eta: 5 days, 0:18:57, time: 0.650, data_time: 0.002, memory: 5237, top1_acc: 0.1242, top5_acc: 0.3172, loss_cls: 4.3380, loss: 4.3380, grad_norm: 1.5035 2020-07-23 22:02:27,902 - mmaction - INFO - Epoch [7][2240/3757] lr: 9.973e-02, eta: 5 days, 0:18:47, time: 0.672, data_time: 0.002, memory: 5237, top1_acc: 0.1398, top5_acc: 0.3156, loss_cls: 4.3410, loss: 4.3410, grad_norm: 1.5537 2020-07-23 22:02:42,286 - mmaction - INFO - Epoch [7][2260/3757] lr: 9.973e-02, eta: 5 days, 0:19:02, time: 0.719, data_time: 0.002, memory: 5237, top1_acc: 0.1273, top5_acc: 0.3320, loss_cls: 4.3670, loss: 4.3670, grad_norm: 1.5294 2020-07-23 22:02:56,449 - mmaction - INFO - Epoch [7][2280/3757] lr: 9.973e-02, eta: 5 days, 0:19:12, time: 0.708, data_time: 0.002, memory: 5237, top1_acc: 0.1227, top5_acc: 0.3359, loss_cls: 4.2658, loss: 4.2658, grad_norm: 1.5428 2020-07-23 22:03:10,970 - mmaction - INFO - Epoch [7][2300/3757] lr: 9.973e-02, eta: 5 days, 0:19:30, time: 0.725, data_time: 0.002, memory: 5237, top1_acc: 0.1391, top5_acc: 0.3359, loss_cls: 4.2744, loss: 4.2744, grad_norm: 1.5359 2020-07-23 22:03:24,273 - mmaction - INFO - Epoch [7][2320/3757] lr: 9.973e-02, eta: 5 days, 0:19:17, time: 0.666, data_time: 0.003, memory: 5237, top1_acc: 0.1266, top5_acc: 0.3195, loss_cls: 4.3843, loss: 4.3843, grad_norm: 1.5447 2020-07-23 22:03:37,064 - mmaction - INFO - Epoch [7][2340/3757] lr: 9.973e-02, eta: 5 days, 0:18:50, time: 0.639, data_time: 0.001, memory: 5237, top1_acc: 0.1266, top5_acc: 0.3086, loss_cls: 4.3861, loss: 4.3861, grad_norm: 1.5155 2020-07-23 22:03:49,411 - mmaction - INFO - Epoch [7][2360/3757] lr: 9.973e-02, eta: 5 days, 0:18:12, time: 0.618, data_time: 0.002, memory: 5237, top1_acc: 0.1180, top5_acc: 0.3063, loss_cls: 4.4315, loss: 4.4315, grad_norm: 1.5094 2020-07-23 22:04:03,454 - mmaction - INFO - Epoch [7][2380/3757] lr: 9.973e-02, eta: 5 days, 0:18:18, time: 0.701, data_time: 0.001, memory: 5237, top1_acc: 0.1180, top5_acc: 0.2875, loss_cls: 4.4334, loss: 4.4334, grad_norm: 1.5326 2020-07-23 22:04:16,225 - mmaction - INFO - Epoch [7][2400/3757] lr: 9.973e-02, eta: 5 days, 0:17:51, time: 0.640, data_time: 0.003, memory: 5237, top1_acc: 0.1180, top5_acc: 0.3023, loss_cls: 4.3760, loss: 4.3760, grad_norm: 1.4299 2020-07-23 22:04:30,237 - mmaction - INFO - Epoch [7][2420/3757] lr: 9.973e-02, eta: 5 days, 0:17:57, time: 0.701, data_time: 0.001, memory: 5237, top1_acc: 0.1313, top5_acc: 0.3328, loss_cls: 4.3224, loss: 4.3224, grad_norm: 1.5143 2020-07-23 22:04:43,050 - mmaction - INFO - Epoch [7][2440/3757] lr: 9.973e-02, eta: 5 days, 0:17:30, time: 0.639, data_time: 0.001, memory: 5237, top1_acc: 0.1281, top5_acc: 0.3266, loss_cls: 4.3021, loss: 4.3021, grad_norm: 1.5223 2020-07-23 22:04:57,182 - mmaction - INFO - Epoch [7][2460/3757] lr: 9.973e-02, eta: 5 days, 0:17:39, time: 0.707, data_time: 0.003, memory: 5237, top1_acc: 0.1203, top5_acc: 0.3445, loss_cls: 4.2317, loss: 4.2317, grad_norm: 1.5094 2020-07-23 22:05:10,149 - mmaction - INFO - Epoch [7][2480/3757] lr: 9.973e-02, eta: 5 days, 0:17:17, time: 0.648, data_time: 0.002, memory: 5237, top1_acc: 0.1359, top5_acc: 0.3297, loss_cls: 4.3169, loss: 4.3169, grad_norm: 1.5114 2020-07-23 22:05:23,653 - mmaction - INFO - Epoch [7][2500/3757] lr: 9.973e-02, eta: 5 days, 0:17:09, time: 0.676, data_time: 0.002, memory: 5237, top1_acc: 0.1187, top5_acc: 0.3187, loss_cls: 4.3454, loss: 4.3454, grad_norm: 1.5511 2020-07-23 22:05:38,548 - mmaction - INFO - Epoch [7][2520/3757] lr: 9.973e-02, eta: 5 days, 0:17:37, time: 0.745, data_time: 0.001, memory: 5237, top1_acc: 0.1328, top5_acc: 0.3234, loss_cls: 4.3174, loss: 4.3174, grad_norm: 1.5467 2020-07-23 22:05:51,460 - mmaction - INFO - Epoch [7][2540/3757] lr: 9.973e-02, eta: 5 days, 0:17:14, time: 0.645, data_time: 0.001, memory: 5237, top1_acc: 0.1156, top5_acc: 0.3094, loss_cls: 4.4018, loss: 4.4018, grad_norm: 1.5340 2020-07-23 22:06:04,127 - mmaction - INFO - Epoch [7][2560/3757] lr: 9.973e-02, eta: 5 days, 0:16:44, time: 0.634, data_time: 0.002, memory: 5237, top1_acc: 0.1250, top5_acc: 0.3219, loss_cls: 4.3670, loss: 4.3670, grad_norm: 1.5353 2020-07-23 22:06:17,306 - mmaction - INFO - Epoch [7][2580/3757] lr: 9.973e-02, eta: 5 days, 0:16:27, time: 0.658, data_time: 0.002, memory: 5237, top1_acc: 0.1234, top5_acc: 0.3383, loss_cls: 4.2995, loss: 4.2995, grad_norm: 1.5157 2020-07-23 22:06:30,985 - mmaction - INFO - Epoch [7][2600/3757] lr: 9.973e-02, eta: 5 days, 0:16:24, time: 0.685, data_time: 0.003, memory: 5237, top1_acc: 0.1227, top5_acc: 0.3164, loss_cls: 4.3693, loss: 4.3693, grad_norm: 1.5622 2020-07-23 22:06:43,219 - mmaction - INFO - Epoch [7][2620/3757] lr: 9.973e-02, eta: 5 days, 0:15:44, time: 0.612, data_time: 0.002, memory: 5237, top1_acc: 0.1227, top5_acc: 0.3227, loss_cls: 4.3782, loss: 4.3782, grad_norm: 1.5252 2020-07-23 22:06:55,896 - mmaction - INFO - Epoch [7][2640/3757] lr: 9.973e-02, eta: 5 days, 0:15:14, time: 0.633, data_time: 0.007, memory: 5237, top1_acc: 0.1164, top5_acc: 0.3086, loss_cls: 4.3485, loss: 4.3485, grad_norm: 1.5162 2020-07-23 22:07:08,038 - mmaction - INFO - Epoch [7][2660/3757] lr: 9.973e-02, eta: 5 days, 0:14:31, time: 0.607, data_time: 0.002, memory: 5237, top1_acc: 0.1359, top5_acc: 0.3195, loss_cls: 4.3322, loss: 4.3322, grad_norm: 1.5199 2020-07-23 22:07:20,807 - mmaction - INFO - Epoch [7][2680/3757] lr: 9.973e-02, eta: 5 days, 0:14:04, time: 0.639, data_time: 0.018, memory: 5237, top1_acc: 0.1250, top5_acc: 0.3148, loss_cls: 4.3860, loss: 4.3860, grad_norm: 1.5424 2020-07-23 22:07:33,957 - mmaction - INFO - Epoch [7][2700/3757] lr: 9.973e-02, eta: 5 days, 0:13:47, time: 0.658, data_time: 0.001, memory: 5237, top1_acc: 0.1180, top5_acc: 0.3117, loss_cls: 4.3191, loss: 4.3191, grad_norm: 1.5277 2020-07-23 22:07:46,428 - mmaction - INFO - Epoch [7][2720/3757] lr: 9.973e-02, eta: 5 days, 0:13:12, time: 0.623, data_time: 0.002, memory: 5237, top1_acc: 0.1219, top5_acc: 0.2875, loss_cls: 4.4151, loss: 4.4151, grad_norm: 1.5231 2020-07-23 22:07:59,022 - mmaction - INFO - Epoch [7][2740/3757] lr: 9.973e-02, eta: 5 days, 0:12:41, time: 0.630, data_time: 0.002, memory: 5237, top1_acc: 0.1102, top5_acc: 0.2820, loss_cls: 4.4392, loss: 4.4392, grad_norm: 1.4988 2020-07-23 22:08:12,243 - mmaction - INFO - Epoch [7][2760/3757] lr: 9.973e-02, eta: 5 days, 0:12:26, time: 0.661, data_time: 0.001, memory: 5237, top1_acc: 0.1453, top5_acc: 0.3312, loss_cls: 4.2894, loss: 4.2894, grad_norm: 1.4762 2020-07-23 22:08:25,265 - mmaction - INFO - Epoch [7][2780/3757] lr: 9.973e-02, eta: 5 days, 0:12:05, time: 0.651, data_time: 0.001, memory: 5237, top1_acc: 0.1406, top5_acc: 0.3141, loss_cls: 4.3458, loss: 4.3458, grad_norm: 1.5149 2020-07-23 22:08:37,921 - mmaction - INFO - Epoch [7][2800/3757] lr: 9.973e-02, eta: 5 days, 0:11:36, time: 0.632, data_time: 0.001, memory: 5237, top1_acc: 0.1383, top5_acc: 0.3250, loss_cls: 4.3135, loss: 4.3135, grad_norm: 1.4776 2020-07-23 22:08:50,045 - mmaction - INFO - Epoch [7][2820/3757] lr: 9.973e-02, eta: 5 days, 0:10:52, time: 0.606, data_time: 0.002, memory: 5237, top1_acc: 0.1359, top5_acc: 0.3273, loss_cls: 4.2511, loss: 4.2511, grad_norm: 1.5597 2020-07-23 22:09:03,169 - mmaction - INFO - Epoch [7][2840/3757] lr: 9.973e-02, eta: 5 days, 0:10:34, time: 0.655, data_time: 0.002, memory: 5237, top1_acc: 0.1180, top5_acc: 0.3070, loss_cls: 4.3428, loss: 4.3428, grad_norm: 1.5189 2020-07-23 22:09:16,173 - mmaction - INFO - Epoch [7][2860/3757] lr: 9.973e-02, eta: 5 days, 0:10:14, time: 0.651, data_time: 0.003, memory: 5237, top1_acc: 0.1258, top5_acc: 0.3117, loss_cls: 4.3393, loss: 4.3393, grad_norm: 1.5475 2020-07-23 22:09:28,937 - mmaction - INFO - Epoch [7][2880/3757] lr: 9.973e-02, eta: 5 days, 0:09:47, time: 0.638, data_time: 0.002, memory: 5237, top1_acc: 0.1383, top5_acc: 0.3133, loss_cls: 4.3584, loss: 4.3584, grad_norm: 1.5200 2020-07-23 22:09:41,847 - mmaction - INFO - Epoch [7][2900/3757] lr: 9.973e-02, eta: 5 days, 0:09:24, time: 0.646, data_time: 0.002, memory: 5237, top1_acc: 0.1242, top5_acc: 0.3148, loss_cls: 4.3154, loss: 4.3154, grad_norm: 1.4974 2020-07-23 22:09:54,110 - mmaction - INFO - Epoch [7][2920/3757] lr: 9.973e-02, eta: 5 days, 0:08:44, time: 0.613, data_time: 0.002, memory: 5237, top1_acc: 0.1148, top5_acc: 0.3250, loss_cls: 4.3421, loss: 4.3421, grad_norm: 1.5399 2020-07-23 22:10:06,497 - mmaction - INFO - Epoch [7][2940/3757] lr: 9.973e-02, eta: 5 days, 0:08:07, time: 0.618, data_time: 0.001, memory: 5237, top1_acc: 0.1281, top5_acc: 0.3242, loss_cls: 4.3323, loss: 4.3323, grad_norm: 1.5406 2020-07-23 22:10:19,561 - mmaction - INFO - Epoch [7][2960/3757] lr: 9.973e-02, eta: 5 days, 0:07:49, time: 0.654, data_time: 0.003, memory: 5237, top1_acc: 0.1383, top5_acc: 0.3312, loss_cls: 4.2390, loss: 4.2390, grad_norm: 1.5346 2020-07-23 22:10:32,945 - mmaction - INFO - Epoch [7][2980/3757] lr: 9.973e-02, eta: 5 days, 0:07:38, time: 0.669, data_time: 0.002, memory: 5237, top1_acc: 0.1406, top5_acc: 0.3297, loss_cls: 4.2960, loss: 4.2960, grad_norm: 1.5641 2020-07-23 22:10:46,263 - mmaction - INFO - Epoch [7][3000/3757] lr: 9.973e-02, eta: 5 days, 0:07:25, time: 0.666, data_time: 0.002, memory: 5237, top1_acc: 0.1289, top5_acc: 0.3172, loss_cls: 4.3480, loss: 4.3480, grad_norm: 1.5600 2020-07-23 22:10:59,024 - mmaction - INFO - Epoch [7][3020/3757] lr: 9.973e-02, eta: 5 days, 0:06:58, time: 0.638, data_time: 0.002, memory: 5237, top1_acc: 0.1273, top5_acc: 0.3211, loss_cls: 4.3511, loss: 4.3511, grad_norm: 1.5203 2020-07-23 22:11:12,273 - mmaction - INFO - Epoch [7][3040/3757] lr: 9.973e-02, eta: 5 days, 0:06:44, time: 0.663, data_time: 0.003, memory: 5237, top1_acc: 0.1281, top5_acc: 0.2969, loss_cls: 4.3721, loss: 4.3721, grad_norm: 1.5384 2020-07-23 22:11:25,112 - mmaction - INFO - Epoch [7][3060/3757] lr: 9.973e-02, eta: 5 days, 0:06:19, time: 0.642, data_time: 0.001, memory: 5237, top1_acc: 0.1250, top5_acc: 0.3250, loss_cls: 4.3443, loss: 4.3443, grad_norm: 1.5396 2020-07-23 22:11:38,028 - mmaction - INFO - Epoch [7][3080/3757] lr: 9.973e-02, eta: 5 days, 0:05:56, time: 0.646, data_time: 0.002, memory: 5237, top1_acc: 0.1578, top5_acc: 0.3570, loss_cls: 4.2090, loss: 4.2090, grad_norm: 1.5224 2020-07-23 22:11:50,033 - mmaction - INFO - Epoch [7][3100/3757] lr: 9.973e-02, eta: 5 days, 0:05:11, time: 0.600, data_time: 0.002, memory: 5237, top1_acc: 0.1469, top5_acc: 0.3328, loss_cls: 4.2818, loss: 4.2818, grad_norm: 1.5455 2020-07-23 22:12:02,555 - mmaction - INFO - Epoch [7][3120/3757] lr: 9.973e-02, eta: 5 days, 0:04:37, time: 0.625, data_time: 0.002, memory: 5237, top1_acc: 0.1445, top5_acc: 0.3406, loss_cls: 4.2444, loss: 4.2444, grad_norm: 1.5433 2020-07-23 22:12:16,583 - mmaction - INFO - Epoch [7][3140/3757] lr: 9.973e-02, eta: 5 days, 0:04:43, time: 0.702, data_time: 0.002, memory: 5237, top1_acc: 0.1109, top5_acc: 0.3312, loss_cls: 4.3205, loss: 4.3205, grad_norm: 1.6070 2020-07-23 22:12:32,310 - mmaction - INFO - Epoch [7][3160/3757] lr: 9.973e-02, eta: 5 days, 0:05:31, time: 0.786, data_time: 0.002, memory: 5237, top1_acc: 0.1375, top5_acc: 0.3406, loss_cls: 4.3153, loss: 4.3153, grad_norm: 1.5930 2020-07-23 22:12:44,839 - mmaction - INFO - Epoch [7][3180/3757] lr: 9.973e-02, eta: 5 days, 0:04:59, time: 0.627, data_time: 0.002, memory: 5237, top1_acc: 0.1469, top5_acc: 0.3398, loss_cls: 4.2701, loss: 4.2701, grad_norm: 1.5515 2020-07-23 22:12:57,922 - mmaction - INFO - Epoch [7][3200/3757] lr: 9.973e-02, eta: 5 days, 0:04:40, time: 0.653, data_time: 0.002, memory: 5237, top1_acc: 0.1344, top5_acc: 0.3195, loss_cls: 4.2774, loss: 4.2774, grad_norm: 1.5751 2020-07-23 22:13:11,221 - mmaction - INFO - Epoch [7][3220/3757] lr: 9.973e-02, eta: 5 days, 0:04:28, time: 0.666, data_time: 0.003, memory: 5237, top1_acc: 0.1148, top5_acc: 0.3055, loss_cls: 4.4274, loss: 4.4274, grad_norm: 1.5604 2020-07-23 22:13:23,593 - mmaction - INFO - Epoch [7][3240/3757] lr: 9.973e-02, eta: 5 days, 0:03:50, time: 0.617, data_time: 0.001, memory: 5237, top1_acc: 0.1187, top5_acc: 0.2953, loss_cls: 4.4586, loss: 4.4586, grad_norm: 1.5374 2020-07-23 22:13:36,982 - mmaction - INFO - Epoch [7][3260/3757] lr: 9.973e-02, eta: 5 days, 0:03:40, time: 0.671, data_time: 0.003, memory: 5237, top1_acc: 0.1117, top5_acc: 0.3195, loss_cls: 4.3258, loss: 4.3258, grad_norm: 1.5155 2020-07-23 22:13:49,452 - mmaction - INFO - Epoch [7][3280/3757] lr: 9.973e-02, eta: 5 days, 0:03:06, time: 0.623, data_time: 0.001, memory: 5237, top1_acc: 0.1289, top5_acc: 0.3055, loss_cls: 4.3870, loss: 4.3870, grad_norm: 1.5418 2020-07-23 22:14:02,194 - mmaction - INFO - Epoch [7][3300/3757] lr: 9.973e-02, eta: 5 days, 0:02:39, time: 0.638, data_time: 0.002, memory: 5237, top1_acc: 0.1266, top5_acc: 0.3281, loss_cls: 4.3150, loss: 4.3150, grad_norm: 1.5077 2020-07-23 22:14:15,190 - mmaction - INFO - Epoch [7][3320/3757] lr: 9.973e-02, eta: 5 days, 0:02:18, time: 0.650, data_time: 0.002, memory: 5237, top1_acc: 0.1133, top5_acc: 0.3047, loss_cls: 4.4058, loss: 4.4058, grad_norm: 1.5262 2020-07-23 22:14:29,002 - mmaction - INFO - Epoch [7][3340/3757] lr: 9.973e-02, eta: 5 days, 0:02:18, time: 0.691, data_time: 0.002, memory: 5237, top1_acc: 0.1109, top5_acc: 0.2969, loss_cls: 4.4284, loss: 4.4284, grad_norm: 1.5394 2020-07-23 22:14:41,946 - mmaction - INFO - Epoch [7][3360/3757] lr: 9.973e-02, eta: 5 days, 0:01:56, time: 0.646, data_time: 0.001, memory: 5237, top1_acc: 0.1289, top5_acc: 0.3102, loss_cls: 4.3957, loss: 4.3957, grad_norm: 1.5235 2020-07-23 22:14:55,660 - mmaction - INFO - Epoch [7][3380/3757] lr: 9.973e-02, eta: 5 days, 0:01:54, time: 0.687, data_time: 0.002, memory: 5237, top1_acc: 0.1219, top5_acc: 0.3266, loss_cls: 4.3288, loss: 4.3288, grad_norm: 1.4922 2020-07-23 22:15:09,119 - mmaction - INFO - Epoch [7][3400/3757] lr: 9.973e-02, eta: 5 days, 0:01:45, time: 0.672, data_time: 0.001, memory: 5237, top1_acc: 0.1500, top5_acc: 0.3406, loss_cls: 4.2444, loss: 4.2444, grad_norm: 1.5397 2020-07-23 22:15:23,099 - mmaction - INFO - Epoch [7][3420/3757] lr: 9.973e-02, eta: 5 days, 0:01:48, time: 0.699, data_time: 0.002, memory: 5237, top1_acc: 0.1266, top5_acc: 0.3203, loss_cls: 4.3063, loss: 4.3063, grad_norm: 1.5091 2020-07-23 22:15:36,972 - mmaction - INFO - Epoch [7][3440/3757] lr: 9.973e-02, eta: 5 days, 0:01:50, time: 0.694, data_time: 0.002, memory: 5237, top1_acc: 0.1328, top5_acc: 0.3250, loss_cls: 4.3167, loss: 4.3167, grad_norm: 1.5381 2020-07-23 22:15:50,600 - mmaction - INFO - Epoch [7][3460/3757] lr: 9.973e-02, eta: 5 days, 0:01:45, time: 0.682, data_time: 0.002, memory: 5237, top1_acc: 0.1211, top5_acc: 0.3117, loss_cls: 4.3333, loss: 4.3333, grad_norm: 1.5237 2020-07-23 22:16:03,446 - mmaction - INFO - Epoch [7][3480/3757] lr: 9.973e-02, eta: 5 days, 0:01:21, time: 0.643, data_time: 0.001, memory: 5237, top1_acc: 0.1203, top5_acc: 0.3086, loss_cls: 4.3881, loss: 4.3881, grad_norm: 1.5277 2020-07-23 22:16:15,811 - mmaction - INFO - Epoch [7][3500/3757] lr: 9.973e-02, eta: 5 days, 0:00:44, time: 0.618, data_time: 0.001, memory: 5237, top1_acc: 0.1250, top5_acc: 0.3141, loss_cls: 4.3911, loss: 4.3911, grad_norm: 1.5033 2020-07-23 22:16:30,065 - mmaction - INFO - Epoch [7][3520/3757] lr: 9.973e-02, eta: 5 days, 0:00:55, time: 0.712, data_time: 0.001, memory: 5237, top1_acc: 0.1227, top5_acc: 0.3312, loss_cls: 4.3114, loss: 4.3114, grad_norm: 1.5089 2020-07-23 22:16:44,053 - mmaction - INFO - Epoch [7][3540/3757] lr: 9.973e-02, eta: 5 days, 0:00:59, time: 0.699, data_time: 0.001, memory: 5237, top1_acc: 0.1234, top5_acc: 0.3289, loss_cls: 4.3610, loss: 4.3610, grad_norm: 1.5272 2020-07-23 22:16:57,248 - mmaction - INFO - Epoch [7][3560/3757] lr: 9.973e-02, eta: 5 days, 0:00:44, time: 0.661, data_time: 0.002, memory: 5237, top1_acc: 0.1391, top5_acc: 0.3250, loss_cls: 4.3397, loss: 4.3397, grad_norm: 1.5118 2020-07-23 22:17:10,175 - mmaction - INFO - Epoch [7][3580/3757] lr: 9.973e-02, eta: 5 days, 0:00:21, time: 0.646, data_time: 0.001, memory: 5237, top1_acc: 0.1367, top5_acc: 0.3273, loss_cls: 4.3453, loss: 4.3453, grad_norm: 1.5712 2020-07-23 22:17:22,773 - mmaction - INFO - Epoch [7][3600/3757] lr: 9.973e-02, eta: 4 days, 23:59:51, time: 0.630, data_time: 0.001, memory: 5237, top1_acc: 0.1242, top5_acc: 0.3102, loss_cls: 4.3545, loss: 4.3545, grad_norm: 1.5022 2020-07-23 22:17:35,797 - mmaction - INFO - Epoch [7][3620/3757] lr: 9.973e-02, eta: 4 days, 23:59:30, time: 0.650, data_time: 0.001, memory: 5237, top1_acc: 0.1406, top5_acc: 0.3242, loss_cls: 4.2853, loss: 4.2853, grad_norm: 1.5184 2020-07-23 22:17:49,185 - mmaction - INFO - Epoch [7][3640/3757] lr: 9.973e-02, eta: 4 days, 23:59:20, time: 0.671, data_time: 0.003, memory: 5237, top1_acc: 0.1297, top5_acc: 0.3344, loss_cls: 4.2623, loss: 4.2623, grad_norm: 1.5429 2020-07-23 22:18:02,361 - mmaction - INFO - Epoch [7][3660/3757] lr: 9.973e-02, eta: 4 days, 23:59:03, time: 0.657, data_time: 0.001, memory: 5237, top1_acc: 0.1344, top5_acc: 0.3297, loss_cls: 4.3489, loss: 4.3489, grad_norm: 1.5896 2020-07-23 22:18:18,320 - mmaction - INFO - Epoch [7][3680/3757] lr: 9.973e-02, eta: 4 days, 23:59:57, time: 0.799, data_time: 0.003, memory: 5237, top1_acc: 0.1250, top5_acc: 0.3375, loss_cls: 4.2680, loss: 4.2680, grad_norm: 1.5098 2020-07-23 22:18:30,844 - mmaction - INFO - Epoch [7][3700/3757] lr: 9.973e-02, eta: 4 days, 23:59:24, time: 0.626, data_time: 0.002, memory: 5237, top1_acc: 0.1164, top5_acc: 0.3094, loss_cls: 4.4105, loss: 4.4105, grad_norm: 1.5329 2020-07-23 22:18:44,643 - mmaction - INFO - Epoch [7][3720/3757] lr: 9.973e-02, eta: 4 days, 23:59:24, time: 0.691, data_time: 0.002, memory: 5237, top1_acc: 0.1320, top5_acc: 0.3273, loss_cls: 4.3286, loss: 4.3286, grad_norm: 1.4906 2020-07-23 22:18:57,109 - mmaction - INFO - Epoch [7][3740/3757] lr: 9.973e-02, eta: 4 days, 23:58:50, time: 0.623, data_time: 0.002, memory: 5237, top1_acc: 0.1313, top5_acc: 0.3141, loss_cls: 4.3618, loss: 4.3618, grad_norm: 1.5060 2020-07-23 22:23:12,370 - mmaction - INFO - Epoch [8][20/3757] lr: 9.963e-02, eta: 5 days, 1:26:10, time: 11.889, data_time: 11.059, memory: 5237, top1_acc: 0.1297, top5_acc: 0.3281, loss_cls: 4.3294, loss: 4.3294, grad_norm: 1.5654 2020-07-23 22:23:25,503 - mmaction - INFO - Epoch [8][40/3757] lr: 9.963e-02, eta: 5 days, 1:25:49, time: 0.658, data_time: 0.004, memory: 5237, top1_acc: 0.1352, top5_acc: 0.3359, loss_cls: 4.2068, loss: 4.2068, grad_norm: 1.5473 2020-07-23 22:23:40,012 - mmaction - INFO - Epoch [8][60/3757] lr: 9.963e-02, eta: 5 days, 1:26:02, time: 0.725, data_time: 0.001, memory: 5237, top1_acc: 0.1305, top5_acc: 0.3336, loss_cls: 4.2608, loss: 4.2608, grad_norm: 1.5551 2020-07-23 22:23:52,749 - mmaction - INFO - Epoch [8][80/3757] lr: 9.963e-02, eta: 5 days, 1:25:30, time: 0.636, data_time: 0.001, memory: 5237, top1_acc: 0.1305, top5_acc: 0.3328, loss_cls: 4.2835, loss: 4.2835, grad_norm: 1.5672 2020-07-23 22:24:05,643 - mmaction - INFO - Epoch [8][100/3757] lr: 9.963e-02, eta: 5 days, 1:25:03, time: 0.645, data_time: 0.002, memory: 5237, top1_acc: 0.1094, top5_acc: 0.2914, loss_cls: 4.4089, loss: 4.4089, grad_norm: 1.5371 2020-07-23 22:24:20,487 - mmaction - INFO - Epoch [8][120/3757] lr: 9.963e-02, eta: 5 days, 1:25:23, time: 0.741, data_time: 0.002, memory: 5237, top1_acc: 0.1516, top5_acc: 0.3680, loss_cls: 4.2002, loss: 4.2002, grad_norm: 1.5080 2020-07-23 22:24:34,780 - mmaction - INFO - Epoch [8][140/3757] lr: 9.963e-02, eta: 5 days, 1:25:31, time: 0.716, data_time: 0.003, memory: 5237, top1_acc: 0.1484, top5_acc: 0.3305, loss_cls: 4.2546, loss: 4.2546, grad_norm: 1.5759 2020-07-23 22:24:48,557 - mmaction - INFO - Epoch [8][160/3757] lr: 9.963e-02, eta: 5 days, 1:25:26, time: 0.689, data_time: 0.002, memory: 5237, top1_acc: 0.1344, top5_acc: 0.3359, loss_cls: 4.3093, loss: 4.3093, grad_norm: 1.6031 2020-07-23 22:25:01,102 - mmaction - INFO - Epoch [8][180/3757] lr: 9.963e-02, eta: 5 days, 1:24:50, time: 0.627, data_time: 0.002, memory: 5237, top1_acc: 0.1297, top5_acc: 0.3156, loss_cls: 4.3402, loss: 4.3402, grad_norm: 1.5396 2020-07-23 22:25:14,008 - mmaction - INFO - Epoch [8][200/3757] lr: 9.963e-02, eta: 5 days, 1:24:23, time: 0.645, data_time: 0.002, memory: 5237, top1_acc: 0.1414, top5_acc: 0.3367, loss_cls: 4.2923, loss: 4.2923, grad_norm: 1.5739 2020-07-23 22:25:26,330 - mmaction - INFO - Epoch [8][220/3757] lr: 9.963e-02, eta: 5 days, 1:23:42, time: 0.616, data_time: 0.002, memory: 5237, top1_acc: 0.1031, top5_acc: 0.3047, loss_cls: 4.4235, loss: 4.4235, grad_norm: 1.4887 2020-07-23 22:25:39,867 - mmaction - INFO - Epoch [8][240/3757] lr: 9.963e-02, eta: 5 days, 1:23:30, time: 0.675, data_time: 0.002, memory: 5237, top1_acc: 0.1359, top5_acc: 0.3156, loss_cls: 4.2818, loss: 4.2818, grad_norm: 1.5052 2020-07-23 22:25:53,914 - mmaction - INFO - Epoch [8][260/3757] lr: 9.963e-02, eta: 5 days, 1:23:32, time: 0.704, data_time: 0.003, memory: 5237, top1_acc: 0.1164, top5_acc: 0.2945, loss_cls: 4.3738, loss: 4.3738, grad_norm: 1.5436 2020-07-23 22:26:06,171 - mmaction - INFO - Epoch [8][280/3757] lr: 9.963e-02, eta: 5 days, 1:22:49, time: 0.612, data_time: 0.001, memory: 5237, top1_acc: 0.1406, top5_acc: 0.3227, loss_cls: 4.3027, loss: 4.3027, grad_norm: 1.5342 2020-07-23 22:26:19,467 - mmaction - INFO - Epoch [8][300/3757] lr: 9.963e-02, eta: 5 days, 1:22:31, time: 0.664, data_time: 0.001, memory: 5237, top1_acc: 0.1164, top5_acc: 0.3055, loss_cls: 4.3344, loss: 4.3344, grad_norm: 1.5235 2020-07-23 22:26:32,985 - mmaction - INFO - Epoch [8][320/3757] lr: 9.963e-02, eta: 5 days, 1:22:20, time: 0.676, data_time: 0.002, memory: 5237, top1_acc: 0.1289, top5_acc: 0.3250, loss_cls: 4.2584, loss: 4.2584, grad_norm: 1.5287 2020-07-23 22:26:45,595 - mmaction - INFO - Epoch [8][340/3757] lr: 9.963e-02, eta: 5 days, 1:21:46, time: 0.630, data_time: 0.001, memory: 5237, top1_acc: 0.1516, top5_acc: 0.3555, loss_cls: 4.2570, loss: 4.2570, grad_norm: 1.5158 2020-07-23 22:27:00,112 - mmaction - INFO - Epoch [8][360/3757] lr: 9.963e-02, eta: 5 days, 1:21:58, time: 0.725, data_time: 0.002, memory: 5237, top1_acc: 0.1461, top5_acc: 0.3234, loss_cls: 4.3160, loss: 4.3160, grad_norm: 1.5476 2020-07-23 22:27:14,682 - mmaction - INFO - Epoch [8][380/3757] lr: 9.963e-02, eta: 5 days, 1:22:12, time: 0.728, data_time: 0.003, memory: 5237, top1_acc: 0.1430, top5_acc: 0.3312, loss_cls: 4.2906, loss: 4.2906, grad_norm: 1.5089 2020-07-23 22:27:28,053 - mmaction - INFO - Epoch [8][400/3757] lr: 9.963e-02, eta: 5 days, 1:21:56, time: 0.669, data_time: 0.003, memory: 5237, top1_acc: 0.1297, top5_acc: 0.3164, loss_cls: 4.3775, loss: 4.3775, grad_norm: 1.5753 2020-07-23 22:27:40,766 - mmaction - INFO - Epoch [8][420/3757] lr: 9.963e-02, eta: 5 days, 1:21:25, time: 0.636, data_time: 0.002, memory: 5237, top1_acc: 0.1391, top5_acc: 0.3344, loss_cls: 4.2429, loss: 4.2429, grad_norm: 1.4979 2020-07-23 22:27:54,266 - mmaction - INFO - Epoch [8][440/3757] lr: 9.963e-02, eta: 5 days, 1:21:13, time: 0.675, data_time: 0.002, memory: 5237, top1_acc: 0.1344, top5_acc: 0.3219, loss_cls: 4.3043, loss: 4.3043, grad_norm: 1.5651 2020-07-23 22:28:07,709 - mmaction - INFO - Epoch [8][460/3757] lr: 9.963e-02, eta: 5 days, 1:20:59, time: 0.672, data_time: 0.002, memory: 5237, top1_acc: 0.1266, top5_acc: 0.3289, loss_cls: 4.2651, loss: 4.2651, grad_norm: 1.5534 2020-07-23 22:28:20,355 - mmaction - INFO - Epoch [8][480/3757] lr: 9.963e-02, eta: 5 days, 1:20:26, time: 0.632, data_time: 0.001, memory: 5237, top1_acc: 0.1305, top5_acc: 0.3305, loss_cls: 4.2731, loss: 4.2731, grad_norm: 1.5604 2020-07-23 22:28:32,384 - mmaction - INFO - Epoch [8][500/3757] lr: 9.963e-02, eta: 5 days, 1:19:38, time: 0.601, data_time: 0.002, memory: 5237, top1_acc: 0.1352, top5_acc: 0.3477, loss_cls: 4.2462, loss: 4.2462, grad_norm: 1.5510 2020-07-23 22:28:45,057 - mmaction - INFO - Epoch [8][520/3757] lr: 9.963e-02, eta: 5 days, 1:19:06, time: 0.634, data_time: 0.003, memory: 5237, top1_acc: 0.1359, top5_acc: 0.3211, loss_cls: 4.3388, loss: 4.3388, grad_norm: 1.5513 2020-07-23 22:28:58,762 - mmaction - INFO - Epoch [8][540/3757] lr: 9.963e-02, eta: 5 days, 1:18:59, time: 0.686, data_time: 0.002, memory: 5237, top1_acc: 0.1406, top5_acc: 0.3250, loss_cls: 4.2516, loss: 4.2516, grad_norm: 1.5750 2020-07-23 22:29:12,561 - mmaction - INFO - Epoch [8][560/3757] lr: 9.963e-02, eta: 5 days, 1:18:53, time: 0.689, data_time: 0.001, memory: 5237, top1_acc: 0.1430, top5_acc: 0.3500, loss_cls: 4.2382, loss: 4.2382, grad_norm: 1.5394 2020-07-23 22:29:24,963 - mmaction - INFO - Epoch [8][580/3757] lr: 9.963e-02, eta: 5 days, 1:18:15, time: 0.621, data_time: 0.003, memory: 5237, top1_acc: 0.1328, top5_acc: 0.3328, loss_cls: 4.2838, loss: 4.2838, grad_norm: 1.6018 2020-07-23 22:29:38,716 - mmaction - INFO - Epoch [8][600/3757] lr: 9.963e-02, eta: 5 days, 1:18:08, time: 0.687, data_time: 0.002, memory: 5237, top1_acc: 0.1359, top5_acc: 0.3453, loss_cls: 4.2327, loss: 4.2327, grad_norm: 1.5560 2020-07-23 22:29:50,978 - mmaction - INFO - Epoch [8][620/3757] lr: 9.963e-02, eta: 5 days, 1:17:27, time: 0.614, data_time: 0.002, memory: 5237, top1_acc: 0.1383, top5_acc: 0.3422, loss_cls: 4.2621, loss: 4.2621, grad_norm: 1.5889 2020-07-23 22:30:03,744 - mmaction - INFO - Epoch [8][640/3757] lr: 9.963e-02, eta: 5 days, 1:16:56, time: 0.638, data_time: 0.002, memory: 5237, top1_acc: 0.1266, top5_acc: 0.3164, loss_cls: 4.3136, loss: 4.3136, grad_norm: 1.5510 2020-07-23 22:30:15,808 - mmaction - INFO - Epoch [8][660/3757] lr: 9.963e-02, eta: 5 days, 1:16:10, time: 0.604, data_time: 0.002, memory: 5237, top1_acc: 0.1250, top5_acc: 0.2992, loss_cls: 4.3951, loss: 4.3951, grad_norm: 1.5215 2020-07-23 22:30:28,100 - mmaction - INFO - Epoch [8][680/3757] lr: 9.963e-02, eta: 5 days, 1:15:29, time: 0.615, data_time: 0.001, memory: 5237, top1_acc: 0.1313, top5_acc: 0.3367, loss_cls: 4.2682, loss: 4.2682, grad_norm: 1.5098 2020-07-23 22:30:41,528 - mmaction - INFO - Epoch [8][700/3757] lr: 9.963e-02, eta: 5 days, 1:15:15, time: 0.671, data_time: 0.001, memory: 5237, top1_acc: 0.1203, top5_acc: 0.3273, loss_cls: 4.2781, loss: 4.2781, grad_norm: 1.5605 2020-07-23 22:30:54,712 - mmaction - INFO - Epoch [8][720/3757] lr: 9.963e-02, eta: 5 days, 1:14:55, time: 0.659, data_time: 0.002, memory: 5237, top1_acc: 0.1461, top5_acc: 0.3406, loss_cls: 4.2624, loss: 4.2624, grad_norm: 1.5158 2020-07-23 22:31:09,453 - mmaction - INFO - Epoch [8][740/3757] lr: 9.963e-02, eta: 5 days, 1:15:13, time: 0.738, data_time: 0.002, memory: 5237, top1_acc: 0.1156, top5_acc: 0.3164, loss_cls: 4.3777, loss: 4.3777, grad_norm: 1.5285 2020-07-23 22:31:24,107 - mmaction - INFO - Epoch [8][760/3757] lr: 9.963e-02, eta: 5 days, 1:15:28, time: 0.732, data_time: 0.001, memory: 5237, top1_acc: 0.1414, top5_acc: 0.3375, loss_cls: 4.2265, loss: 4.2265, grad_norm: 1.5394 2020-07-23 22:31:38,101 - mmaction - INFO - Epoch [8][780/3757] lr: 9.963e-02, eta: 5 days, 1:15:28, time: 0.700, data_time: 0.003, memory: 5237, top1_acc: 0.1133, top5_acc: 0.3242, loss_cls: 4.3299, loss: 4.3299, grad_norm: 1.5865 2020-07-23 22:31:51,800 - mmaction - INFO - Epoch [8][800/3757] lr: 9.963e-02, eta: 5 days, 1:15:20, time: 0.685, data_time: 0.002, memory: 5237, top1_acc: 0.1320, top5_acc: 0.3258, loss_cls: 4.3328, loss: 4.3328, grad_norm: 1.5848 2020-07-23 22:32:04,892 - mmaction - INFO - Epoch [8][820/3757] lr: 9.963e-02, eta: 5 days, 1:14:58, time: 0.654, data_time: 0.001, memory: 5237, top1_acc: 0.1266, top5_acc: 0.3359, loss_cls: 4.2536, loss: 4.2536, grad_norm: 1.5393 2020-07-23 22:32:18,438 - mmaction - INFO - Epoch [8][840/3757] lr: 9.963e-02, eta: 5 days, 1:14:47, time: 0.677, data_time: 0.015, memory: 5237, top1_acc: 0.1234, top5_acc: 0.3266, loss_cls: 4.2858, loss: 4.2858, grad_norm: 1.5635 2020-07-23 22:32:31,958 - mmaction - INFO - Epoch [8][860/3757] lr: 9.963e-02, eta: 5 days, 1:14:36, time: 0.677, data_time: 0.002, memory: 5237, top1_acc: 0.1406, top5_acc: 0.3305, loss_cls: 4.3265, loss: 4.3265, grad_norm: 1.5771 2020-07-23 22:32:46,065 - mmaction - INFO - Epoch [8][880/3757] lr: 9.963e-02, eta: 5 days, 1:14:37, time: 0.704, data_time: 0.001, memory: 5237, top1_acc: 0.1344, top5_acc: 0.3172, loss_cls: 4.3457, loss: 4.3457, grad_norm: 1.5343 2020-07-23 22:32:58,885 - mmaction - INFO - Epoch [8][900/3757] lr: 9.963e-02, eta: 5 days, 1:14:09, time: 0.642, data_time: 0.003, memory: 5237, top1_acc: 0.1273, top5_acc: 0.3180, loss_cls: 4.3087, loss: 4.3087, grad_norm: 1.5354 2020-07-23 22:33:12,603 - mmaction - INFO - Epoch [8][920/3757] lr: 9.963e-02, eta: 5 days, 1:14:02, time: 0.685, data_time: 0.001, memory: 5237, top1_acc: 0.1313, top5_acc: 0.3211, loss_cls: 4.2947, loss: 4.2947, grad_norm: 1.5482 2020-07-23 22:33:25,686 - mmaction - INFO - Epoch [8][940/3757] lr: 9.963e-02, eta: 5 days, 1:13:40, time: 0.655, data_time: 0.002, memory: 5237, top1_acc: 0.1305, top5_acc: 0.3305, loss_cls: 4.2785, loss: 4.2785, grad_norm: 1.5586 2020-07-23 22:33:39,280 - mmaction - INFO - Epoch [8][960/3757] lr: 9.963e-02, eta: 5 days, 1:13:30, time: 0.679, data_time: 0.001, memory: 5237, top1_acc: 0.1313, top5_acc: 0.3250, loss_cls: 4.2810, loss: 4.2810, grad_norm: 1.5574 2020-07-23 22:33:52,978 - mmaction - INFO - Epoch [8][980/3757] lr: 9.963e-02, eta: 5 days, 1:13:22, time: 0.685, data_time: 0.003, memory: 5237, top1_acc: 0.1258, top5_acc: 0.3219, loss_cls: 4.3982, loss: 4.3982, grad_norm: 1.5510 2020-07-23 22:34:05,519 - mmaction - INFO - Epoch [8][1000/3757] lr: 9.963e-02, eta: 5 days, 1:12:47, time: 0.628, data_time: 0.003, memory: 5237, top1_acc: 0.1258, top5_acc: 0.3383, loss_cls: 4.3417, loss: 4.3417, grad_norm: 1.5653 2020-07-23 22:34:19,273 - mmaction - INFO - Epoch [8][1020/3757] lr: 9.963e-02, eta: 5 days, 1:12:41, time: 0.687, data_time: 0.001, memory: 5237, top1_acc: 0.1422, top5_acc: 0.3477, loss_cls: 4.2331, loss: 4.2331, grad_norm: 1.5522 2020-07-23 22:34:33,097 - mmaction - INFO - Epoch [8][1040/3757] lr: 9.963e-02, eta: 5 days, 1:12:37, time: 0.692, data_time: 0.002, memory: 5237, top1_acc: 0.1187, top5_acc: 0.3414, loss_cls: 4.3018, loss: 4.3018, grad_norm: 1.5736 2020-07-23 22:34:46,418 - mmaction - INFO - Epoch [8][1060/3757] lr: 9.963e-02, eta: 5 days, 1:12:20, time: 0.665, data_time: 0.002, memory: 5237, top1_acc: 0.1492, top5_acc: 0.3484, loss_cls: 4.2298, loss: 4.2298, grad_norm: 1.5535 2020-07-23 22:34:59,801 - mmaction - INFO - Epoch [8][1080/3757] lr: 9.963e-02, eta: 5 days, 1:12:05, time: 0.670, data_time: 0.002, memory: 5237, top1_acc: 0.1367, top5_acc: 0.3328, loss_cls: 4.3510, loss: 4.3510, grad_norm: 1.5704 2020-07-23 22:35:13,686 - mmaction - INFO - Epoch [8][1100/3757] lr: 9.963e-02, eta: 5 days, 1:12:02, time: 0.693, data_time: 0.001, memory: 5237, top1_acc: 0.1437, top5_acc: 0.3383, loss_cls: 4.2792, loss: 4.2792, grad_norm: 1.5371 2020-07-23 22:35:26,825 - mmaction - INFO - Epoch [8][1120/3757] lr: 9.963e-02, eta: 5 days, 1:11:41, time: 0.657, data_time: 0.002, memory: 5237, top1_acc: 0.1234, top5_acc: 0.3117, loss_cls: 4.3184, loss: 4.3184, grad_norm: 1.5573 2020-07-23 22:35:39,283 - mmaction - INFO - Epoch [8][1140/3757] lr: 9.963e-02, eta: 5 days, 1:11:04, time: 0.623, data_time: 0.002, memory: 5237, top1_acc: 0.1469, top5_acc: 0.3430, loss_cls: 4.2328, loss: 4.2328, grad_norm: 1.5635 2020-07-23 22:35:52,354 - mmaction - INFO - Epoch [8][1160/3757] lr: 9.963e-02, eta: 5 days, 1:10:42, time: 0.653, data_time: 0.002, memory: 5237, top1_acc: 0.1422, top5_acc: 0.3219, loss_cls: 4.3218, loss: 4.3218, grad_norm: 1.5509 2020-07-23 22:36:05,676 - mmaction - INFO - Epoch [8][1180/3757] lr: 9.963e-02, eta: 5 days, 1:10:25, time: 0.666, data_time: 0.002, memory: 5237, top1_acc: 0.1273, top5_acc: 0.3180, loss_cls: 4.3099, loss: 4.3099, grad_norm: 1.5267 2020-07-23 22:36:19,133 - mmaction - INFO - Epoch [8][1200/3757] lr: 9.963e-02, eta: 5 days, 1:10:12, time: 0.674, data_time: 0.003, memory: 5237, top1_acc: 0.1102, top5_acc: 0.3211, loss_cls: 4.3317, loss: 4.3317, grad_norm: 1.5303 2020-07-23 22:36:33,264 - mmaction - INFO - Epoch [8][1220/3757] lr: 9.963e-02, eta: 5 days, 1:10:15, time: 0.706, data_time: 0.002, memory: 5237, top1_acc: 0.1297, top5_acc: 0.3234, loss_cls: 4.3112, loss: 4.3112, grad_norm: 1.5719 2020-07-23 22:36:46,479 - mmaction - INFO - Epoch [8][1240/3757] lr: 9.963e-02, eta: 5 days, 1:09:56, time: 0.661, data_time: 0.002, memory: 5237, top1_acc: 0.1367, top5_acc: 0.3102, loss_cls: 4.3254, loss: 4.3254, grad_norm: 1.5219 2020-07-23 22:36:58,892 - mmaction - INFO - Epoch [8][1260/3757] lr: 9.963e-02, eta: 5 days, 1:09:18, time: 0.621, data_time: 0.001, memory: 5237, top1_acc: 0.1320, top5_acc: 0.3063, loss_cls: 4.3711, loss: 4.3711, grad_norm: 1.5423 2020-07-23 22:37:11,326 - mmaction - INFO - Epoch [8][1280/3757] lr: 9.963e-02, eta: 5 days, 1:08:41, time: 0.622, data_time: 0.001, memory: 5237, top1_acc: 0.1375, top5_acc: 0.3094, loss_cls: 4.3503, loss: 4.3503, grad_norm: 1.5714 2020-07-23 22:37:24,314 - mmaction - INFO - Epoch [8][1300/3757] lr: 9.963e-02, eta: 5 days, 1:08:17, time: 0.649, data_time: 0.001, memory: 5237, top1_acc: 0.1328, top5_acc: 0.3234, loss_cls: 4.2577, loss: 4.2577, grad_norm: 1.5660 2020-07-23 22:37:37,243 - mmaction - INFO - Epoch [8][1320/3757] lr: 9.963e-02, eta: 5 days, 1:07:51, time: 0.646, data_time: 0.001, memory: 5237, top1_acc: 0.1352, top5_acc: 0.3453, loss_cls: 4.2438, loss: 4.2438, grad_norm: 1.5965 2020-07-23 22:37:51,282 - mmaction - INFO - Epoch [8][1340/3757] lr: 9.963e-02, eta: 5 days, 1:07:51, time: 0.702, data_time: 0.002, memory: 5237, top1_acc: 0.1273, top5_acc: 0.3336, loss_cls: 4.2838, loss: 4.2838, grad_norm: 1.5655 2020-07-23 22:38:04,597 - mmaction - INFO - Epoch [8][1360/3757] lr: 9.963e-02, eta: 5 days, 1:07:35, time: 0.667, data_time: 0.002, memory: 5237, top1_acc: 0.1234, top5_acc: 0.3031, loss_cls: 4.4034, loss: 4.4034, grad_norm: 1.5285 2020-07-23 22:38:18,165 - mmaction - INFO - Epoch [8][1380/3757] lr: 9.963e-02, eta: 5 days, 1:07:25, time: 0.678, data_time: 0.001, memory: 5237, top1_acc: 0.1266, top5_acc: 0.3156, loss_cls: 4.3600, loss: 4.3600, grad_norm: 1.5728 2020-07-23 22:38:31,204 - mmaction - INFO - Epoch [8][1400/3757] lr: 9.963e-02, eta: 5 days, 1:07:01, time: 0.651, data_time: 0.002, memory: 5237, top1_acc: 0.1211, top5_acc: 0.3281, loss_cls: 4.3214, loss: 4.3214, grad_norm: 1.5562 2020-07-23 22:38:45,066 - mmaction - INFO - Epoch [8][1420/3757] lr: 9.963e-02, eta: 5 days, 1:06:58, time: 0.694, data_time: 0.002, memory: 5237, top1_acc: 0.1187, top5_acc: 0.3070, loss_cls: 4.3767, loss: 4.3767, grad_norm: 1.5764 2020-07-23 22:38:58,171 - mmaction - INFO - Epoch [8][1440/3757] lr: 9.963e-02, eta: 5 days, 1:06:36, time: 0.655, data_time: 0.002, memory: 5237, top1_acc: 0.1266, top5_acc: 0.3203, loss_cls: 4.3011, loss: 4.3011, grad_norm: 1.5895 2020-07-23 22:39:11,795 - mmaction - INFO - Epoch [8][1460/3757] lr: 9.963e-02, eta: 5 days, 1:06:27, time: 0.681, data_time: 0.001, memory: 5237, top1_acc: 0.1375, top5_acc: 0.3164, loss_cls: 4.3206, loss: 4.3206, grad_norm: 1.5314 2020-07-23 22:39:24,650 - mmaction - INFO - Epoch [8][1480/3757] lr: 9.963e-02, eta: 5 days, 1:06:00, time: 0.643, data_time: 0.002, memory: 5237, top1_acc: 0.1227, top5_acc: 0.3141, loss_cls: 4.3195, loss: 4.3195, grad_norm: 1.5208 2020-07-23 22:39:38,662 - mmaction - INFO - Epoch [8][1500/3757] lr: 9.963e-02, eta: 5 days, 1:06:00, time: 0.700, data_time: 0.001, memory: 5237, top1_acc: 0.1289, top5_acc: 0.3180, loss_cls: 4.3193, loss: 4.3193, grad_norm: 1.5395 2020-07-23 22:39:52,091 - mmaction - INFO - Epoch [8][1520/3757] lr: 9.963e-02, eta: 5 days, 1:05:45, time: 0.671, data_time: 0.002, memory: 5237, top1_acc: 0.1258, top5_acc: 0.3203, loss_cls: 4.3236, loss: 4.3236, grad_norm: 1.5156 2020-07-23 22:40:05,520 - mmaction - INFO - Epoch [8][1540/3757] lr: 9.963e-02, eta: 5 days, 1:05:31, time: 0.671, data_time: 0.003, memory: 5237, top1_acc: 0.1367, top5_acc: 0.3422, loss_cls: 4.2671, loss: 4.2671, grad_norm: 1.5717 2020-07-23 22:40:19,037 - mmaction - INFO - Epoch [8][1560/3757] lr: 9.963e-02, eta: 5 days, 1:05:20, time: 0.677, data_time: 0.002, memory: 5237, top1_acc: 0.1320, top5_acc: 0.3148, loss_cls: 4.3426, loss: 4.3426, grad_norm: 1.5268 2020-07-23 22:40:31,746 - mmaction - INFO - Epoch [8][1580/3757] lr: 9.963e-02, eta: 5 days, 1:04:49, time: 0.635, data_time: 0.002, memory: 5237, top1_acc: 0.1258, top5_acc: 0.3250, loss_cls: 4.3112, loss: 4.3112, grad_norm: 1.4960 2020-07-23 22:40:44,319 - mmaction - INFO - Epoch [8][1600/3757] lr: 9.963e-02, eta: 5 days, 1:04:16, time: 0.629, data_time: 0.002, memory: 5237, top1_acc: 0.1273, top5_acc: 0.3203, loss_cls: 4.3209, loss: 4.3209, grad_norm: 1.5244 2020-07-23 22:40:58,881 - mmaction - INFO - Epoch [8][1620/3757] lr: 9.963e-02, eta: 5 days, 1:04:28, time: 0.727, data_time: 0.001, memory: 5237, top1_acc: 0.1281, top5_acc: 0.3156, loss_cls: 4.3420, loss: 4.3420, grad_norm: 1.5541 2020-07-23 22:41:12,456 - mmaction - INFO - Epoch [8][1640/3757] lr: 9.963e-02, eta: 5 days, 1:04:18, time: 0.679, data_time: 0.014, memory: 5237, top1_acc: 0.1234, top5_acc: 0.3172, loss_cls: 4.3383, loss: 4.3383, grad_norm: 1.5619 2020-07-23 22:41:25,116 - mmaction - INFO - Epoch [8][1660/3757] lr: 9.963e-02, eta: 5 days, 1:03:46, time: 0.633, data_time: 0.002, memory: 5237, top1_acc: 0.1445, top5_acc: 0.3227, loss_cls: 4.2751, loss: 4.2751, grad_norm: 1.5335 2020-07-23 22:41:37,634 - mmaction - INFO - Epoch [8][1680/3757] lr: 9.963e-02, eta: 5 days, 1:03:11, time: 0.626, data_time: 0.002, memory: 5237, top1_acc: 0.1266, top5_acc: 0.3273, loss_cls: 4.2912, loss: 4.2912, grad_norm: 1.5583 2020-07-23 22:41:50,050 - mmaction - INFO - Epoch [8][1700/3757] lr: 9.963e-02, eta: 5 days, 1:02:34, time: 0.620, data_time: 0.001, memory: 5237, top1_acc: 0.1328, top5_acc: 0.3156, loss_cls: 4.3673, loss: 4.3673, grad_norm: 1.5713 2020-07-23 22:42:03,730 - mmaction - INFO - Epoch [8][1720/3757] lr: 9.963e-02, eta: 5 days, 1:02:26, time: 0.683, data_time: 0.002, memory: 5237, top1_acc: 0.1305, top5_acc: 0.3219, loss_cls: 4.3017, loss: 4.3017, grad_norm: 1.5448 2020-07-23 22:42:17,345 - mmaction - INFO - Epoch [8][1740/3757] lr: 9.963e-02, eta: 5 days, 1:02:17, time: 0.682, data_time: 0.003, memory: 5237, top1_acc: 0.1242, top5_acc: 0.3133, loss_cls: 4.3933, loss: 4.3933, grad_norm: 1.5062 2020-07-23 22:42:31,316 - mmaction - INFO - Epoch [8][1760/3757] lr: 9.963e-02, eta: 5 days, 1:02:15, time: 0.697, data_time: 0.002, memory: 5237, top1_acc: 0.1422, top5_acc: 0.3289, loss_cls: 4.3428, loss: 4.3428, grad_norm: 1.5074 2020-07-23 22:42:43,658 - mmaction - INFO - Epoch [8][1780/3757] lr: 9.963e-02, eta: 5 days, 1:01:36, time: 0.619, data_time: 0.005, memory: 5237, top1_acc: 0.1281, top5_acc: 0.3133, loss_cls: 4.3738, loss: 4.3738, grad_norm: 1.5082 2020-07-23 22:42:56,654 - mmaction - INFO - Epoch [8][1800/3757] lr: 9.963e-02, eta: 5 days, 1:01:13, time: 0.650, data_time: 0.001, memory: 5237, top1_acc: 0.1367, top5_acc: 0.3328, loss_cls: 4.2931, loss: 4.2931, grad_norm: 1.5132 2020-07-23 22:43:09,742 - mmaction - INFO - Epoch [8][1820/3757] lr: 9.963e-02, eta: 5 days, 1:00:51, time: 0.654, data_time: 0.001, memory: 5237, top1_acc: 0.1406, top5_acc: 0.3453, loss_cls: 4.2561, loss: 4.2561, grad_norm: 1.5256 2020-07-23 22:43:23,438 - mmaction - INFO - Epoch [8][1840/3757] lr: 9.963e-02, eta: 5 days, 1:00:43, time: 0.684, data_time: 0.001, memory: 5237, top1_acc: 0.1305, top5_acc: 0.3461, loss_cls: 4.2514, loss: 4.2514, grad_norm: 1.5711 2020-07-23 22:43:37,092 - mmaction - INFO - Epoch [8][1860/3757] lr: 9.963e-02, eta: 5 days, 1:00:34, time: 0.682, data_time: 0.003, memory: 5237, top1_acc: 0.1211, top5_acc: 0.3172, loss_cls: 4.3744, loss: 4.3744, grad_norm: 1.5657 2020-07-23 22:43:56,141 - mmaction - INFO - Epoch [8][1880/3757] lr: 9.963e-02, eta: 5 days, 1:02:30, time: 0.953, data_time: 0.003, memory: 5237, top1_acc: 0.1398, top5_acc: 0.3273, loss_cls: 4.2877, loss: 4.2877, grad_norm: 1.5448 2020-07-23 22:44:11,427 - mmaction - INFO - Epoch [8][1900/3757] lr: 9.963e-02, eta: 5 days, 1:02:59, time: 0.765, data_time: 0.003, memory: 5237, top1_acc: 0.1086, top5_acc: 0.3047, loss_cls: 4.3906, loss: 4.3906, grad_norm: 1.5357 2020-07-23 22:44:24,342 - mmaction - INFO - Epoch [8][1920/3757] lr: 9.963e-02, eta: 5 days, 1:02:33, time: 0.646, data_time: 0.002, memory: 5237, top1_acc: 0.1359, top5_acc: 0.3289, loss_cls: 4.2416, loss: 4.2416, grad_norm: 1.5185 2020-07-23 22:44:37,123 - mmaction - INFO - Epoch [8][1940/3757] lr: 9.963e-02, eta: 5 days, 1:02:05, time: 0.639, data_time: 0.002, memory: 5237, top1_acc: 0.1414, top5_acc: 0.3383, loss_cls: 4.2823, loss: 4.2823, grad_norm: 1.5446 2020-07-23 22:44:50,881 - mmaction - INFO - Epoch [8][1960/3757] lr: 9.963e-02, eta: 5 days, 1:01:58, time: 0.688, data_time: 0.002, memory: 5237, top1_acc: 0.1320, top5_acc: 0.3156, loss_cls: 4.4173, loss: 4.4173, grad_norm: 1.5209 2020-07-23 22:45:04,672 - mmaction - INFO - Epoch [8][1980/3757] lr: 9.963e-02, eta: 5 days, 1:01:53, time: 0.690, data_time: 0.001, memory: 5237, top1_acc: 0.1328, top5_acc: 0.3336, loss_cls: 4.2508, loss: 4.2508, grad_norm: 1.4947 2020-07-23 22:45:19,598 - mmaction - INFO - Epoch [8][2000/3757] lr: 9.963e-02, eta: 5 days, 1:02:12, time: 0.745, data_time: 0.001, memory: 5237, top1_acc: 0.1328, top5_acc: 0.3133, loss_cls: 4.3160, loss: 4.3160, grad_norm: 1.5573 2020-07-23 22:45:32,090 - mmaction - INFO - Epoch [8][2020/3757] lr: 9.963e-02, eta: 5 days, 1:01:37, time: 0.625, data_time: 0.003, memory: 5237, top1_acc: 0.1266, top5_acc: 0.3414, loss_cls: 4.2161, loss: 4.2161, grad_norm: 1.5637 2020-07-23 22:45:45,859 - mmaction - INFO - Epoch [8][2040/3757] lr: 9.963e-02, eta: 5 days, 1:01:31, time: 0.688, data_time: 0.002, memory: 5237, top1_acc: 0.1414, top5_acc: 0.3227, loss_cls: 4.2913, loss: 4.2913, grad_norm: 1.5937 2020-07-23 22:45:58,874 - mmaction - INFO - Epoch [8][2060/3757] lr: 9.963e-02, eta: 5 days, 1:01:08, time: 0.651, data_time: 0.002, memory: 5237, top1_acc: 0.1437, top5_acc: 0.3398, loss_cls: 4.2475, loss: 4.2475, grad_norm: 1.6082 2020-07-23 22:46:12,091 - mmaction - INFO - Epoch [8][2080/3757] lr: 9.963e-02, eta: 5 days, 1:00:49, time: 0.661, data_time: 0.002, memory: 5237, top1_acc: 0.1414, top5_acc: 0.3242, loss_cls: 4.2837, loss: 4.2837, grad_norm: 1.5783 2020-07-23 22:46:25,349 - mmaction - INFO - Epoch [8][2100/3757] lr: 9.963e-02, eta: 5 days, 1:00:31, time: 0.663, data_time: 0.002, memory: 5237, top1_acc: 0.1211, top5_acc: 0.3414, loss_cls: 4.3280, loss: 4.3280, grad_norm: 1.5767 2020-07-23 22:46:38,149 - mmaction - INFO - Epoch [8][2120/3757] lr: 9.963e-02, eta: 5 days, 1:00:03, time: 0.640, data_time: 0.002, memory: 5237, top1_acc: 0.1297, top5_acc: 0.3195, loss_cls: 4.3284, loss: 4.3284, grad_norm: 1.5463 2020-07-23 22:46:52,119 - mmaction - INFO - Epoch [8][2140/3757] lr: 9.963e-02, eta: 5 days, 1:00:01, time: 0.697, data_time: 0.002, memory: 5237, top1_acc: 0.1281, top5_acc: 0.3273, loss_cls: 4.2837, loss: 4.2837, grad_norm: 1.5239 2020-07-23 22:47:05,270 - mmaction - INFO - Epoch [8][2160/3757] lr: 9.963e-02, eta: 5 days, 0:59:41, time: 0.659, data_time: 0.003, memory: 5237, top1_acc: 0.1336, top5_acc: 0.3492, loss_cls: 4.2663, loss: 4.2663, grad_norm: 1.5412 2020-07-23 22:47:17,799 - mmaction - INFO - Epoch [8][2180/3757] lr: 9.963e-02, eta: 5 days, 0:59:07, time: 0.626, data_time: 0.002, memory: 5237, top1_acc: 0.1187, top5_acc: 0.3289, loss_cls: 4.2874, loss: 4.2874, grad_norm: 1.5841 2020-07-23 22:47:31,928 - mmaction - INFO - Epoch [8][2200/3757] lr: 9.963e-02, eta: 5 days, 0:59:09, time: 0.708, data_time: 0.002, memory: 5237, top1_acc: 0.1445, top5_acc: 0.3430, loss_cls: 4.2296, loss: 4.2296, grad_norm: 1.5600 2020-07-23 22:47:44,416 - mmaction - INFO - Epoch [8][2220/3757] lr: 9.963e-02, eta: 5 days, 0:58:34, time: 0.624, data_time: 0.001, memory: 5237, top1_acc: 0.1492, top5_acc: 0.3344, loss_cls: 4.3042, loss: 4.3042, grad_norm: 1.5644 2020-07-23 22:47:57,756 - mmaction - INFO - Epoch [8][2240/3757] lr: 9.963e-02, eta: 5 days, 0:58:18, time: 0.667, data_time: 0.002, memory: 5237, top1_acc: 0.1289, top5_acc: 0.3375, loss_cls: 4.2443, loss: 4.2443, grad_norm: 1.5883 2020-07-23 22:48:10,398 - mmaction - INFO - Epoch [8][2260/3757] lr: 9.963e-02, eta: 5 days, 0:57:46, time: 0.632, data_time: 0.001, memory: 5237, top1_acc: 0.1383, top5_acc: 0.3500, loss_cls: 4.2221, loss: 4.2221, grad_norm: 1.6388 2020-07-23 22:48:23,899 - mmaction - INFO - Epoch [8][2280/3757] lr: 9.963e-02, eta: 5 days, 0:57:34, time: 0.675, data_time: 0.002, memory: 5237, top1_acc: 0.1328, top5_acc: 0.3289, loss_cls: 4.2823, loss: 4.2823, grad_norm: 1.5669 2020-07-23 22:48:37,220 - mmaction - INFO - Epoch [8][2300/3757] lr: 9.963e-02, eta: 5 days, 0:57:18, time: 0.666, data_time: 0.002, memory: 5237, top1_acc: 0.1406, top5_acc: 0.3492, loss_cls: 4.2513, loss: 4.2513, grad_norm: 1.6074 2020-07-23 22:48:49,815 - mmaction - INFO - Epoch [8][2320/3757] lr: 9.963e-02, eta: 5 days, 0:56:45, time: 0.630, data_time: 0.002, memory: 5237, top1_acc: 0.1375, top5_acc: 0.3242, loss_cls: 4.2883, loss: 4.2883, grad_norm: 1.5363 2020-07-23 22:49:03,607 - mmaction - INFO - Epoch [8][2340/3757] lr: 9.963e-02, eta: 5 days, 0:56:39, time: 0.689, data_time: 0.002, memory: 5237, top1_acc: 0.1352, top5_acc: 0.3391, loss_cls: 4.2826, loss: 4.2826, grad_norm: 1.5390 2020-07-23 22:49:16,659 - mmaction - INFO - Epoch [8][2360/3757] lr: 9.963e-02, eta: 5 days, 0:56:17, time: 0.653, data_time: 0.002, memory: 5237, top1_acc: 0.1414, top5_acc: 0.3219, loss_cls: 4.2997, loss: 4.2997, grad_norm: 1.5065 2020-07-23 22:49:29,529 - mmaction - INFO - Epoch [8][2380/3757] lr: 9.963e-02, eta: 5 days, 0:55:51, time: 0.643, data_time: 0.001, memory: 5237, top1_acc: 0.1320, top5_acc: 0.3250, loss_cls: 4.2771, loss: 4.2771, grad_norm: 1.5677 2020-07-23 22:49:42,255 - mmaction - INFO - Epoch [8][2400/3757] lr: 9.963e-02, eta: 5 days, 0:55:21, time: 0.636, data_time: 0.001, memory: 5237, top1_acc: 0.1273, top5_acc: 0.3281, loss_cls: 4.3289, loss: 4.3289, grad_norm: 1.5327 2020-07-23 22:49:55,392 - mmaction - INFO - Epoch [8][2420/3757] lr: 9.963e-02, eta: 5 days, 0:55:00, time: 0.657, data_time: 0.001, memory: 5237, top1_acc: 0.1328, top5_acc: 0.3203, loss_cls: 4.3243, loss: 4.3243, grad_norm: 1.5264 2020-07-23 22:50:08,022 - mmaction - INFO - Epoch [8][2440/3757] lr: 9.963e-02, eta: 5 days, 0:54:29, time: 0.632, data_time: 0.002, memory: 5237, top1_acc: 0.1437, top5_acc: 0.3328, loss_cls: 4.2934, loss: 4.2934, grad_norm: 1.5393 2020-07-23 22:50:20,719 - mmaction - INFO - Epoch [8][2460/3757] lr: 9.963e-02, eta: 5 days, 0:53:58, time: 0.635, data_time: 0.002, memory: 5237, top1_acc: 0.1234, top5_acc: 0.3242, loss_cls: 4.3691, loss: 4.3691, grad_norm: 1.5614 2020-07-23 22:50:33,867 - mmaction - INFO - Epoch [8][2480/3757] lr: 9.963e-02, eta: 5 days, 0:53:38, time: 0.658, data_time: 0.002, memory: 5237, top1_acc: 0.1445, top5_acc: 0.3461, loss_cls: 4.3041, loss: 4.3041, grad_norm: 1.5794 2020-07-23 22:50:47,258 - mmaction - INFO - Epoch [8][2500/3757] lr: 9.963e-02, eta: 5 days, 0:53:24, time: 0.669, data_time: 0.001, memory: 5237, top1_acc: 0.1469, top5_acc: 0.3344, loss_cls: 4.2542, loss: 4.2542, grad_norm: 1.5325 2020-07-23 22:50:59,740 - mmaction - INFO - Epoch [8][2520/3757] lr: 9.963e-02, eta: 5 days, 0:52:49, time: 0.624, data_time: 0.002, memory: 5237, top1_acc: 0.1344, top5_acc: 0.3148, loss_cls: 4.3370, loss: 4.3370, grad_norm: 1.5678 2020-07-23 22:51:12,332 - mmaction - INFO - Epoch [8][2540/3757] lr: 9.963e-02, eta: 5 days, 0:52:16, time: 0.630, data_time: 0.002, memory: 5237, top1_acc: 0.1430, top5_acc: 0.3125, loss_cls: 4.3273, loss: 4.3273, grad_norm: 1.5338 2020-07-23 22:51:24,567 - mmaction - INFO - Epoch [8][2560/3757] lr: 9.963e-02, eta: 5 days, 0:51:36, time: 0.612, data_time: 0.001, memory: 5237, top1_acc: 0.1172, top5_acc: 0.3063, loss_cls: 4.3706, loss: 4.3706, grad_norm: 1.5411 2020-07-23 22:51:37,950 - mmaction - INFO - Epoch [8][2580/3757] lr: 9.963e-02, eta: 5 days, 0:51:21, time: 0.668, data_time: 0.001, memory: 5237, top1_acc: 0.1289, top5_acc: 0.3422, loss_cls: 4.2596, loss: 4.2596, grad_norm: 1.5318 2020-07-23 22:51:51,294 - mmaction - INFO - Epoch [8][2600/3757] lr: 9.963e-02, eta: 5 days, 0:51:05, time: 0.668, data_time: 0.014, memory: 5237, top1_acc: 0.1305, top5_acc: 0.3164, loss_cls: 4.3616, loss: 4.3616, grad_norm: 1.5925 2020-07-23 22:52:03,981 - mmaction - INFO - Epoch [8][2620/3757] lr: 9.963e-02, eta: 5 days, 0:50:35, time: 0.634, data_time: 0.002, memory: 5237, top1_acc: 0.1180, top5_acc: 0.3258, loss_cls: 4.3602, loss: 4.3602, grad_norm: 1.5253 2020-07-23 22:52:17,223 - mmaction - INFO - Epoch [8][2640/3757] lr: 9.963e-02, eta: 5 days, 0:50:17, time: 0.662, data_time: 0.002, memory: 5237, top1_acc: 0.1172, top5_acc: 0.3172, loss_cls: 4.3701, loss: 4.3701, grad_norm: 1.5614 2020-07-23 22:52:30,195 - mmaction - INFO - Epoch [8][2660/3757] lr: 9.963e-02, eta: 5 days, 0:49:53, time: 0.648, data_time: 0.003, memory: 5237, top1_acc: 0.1383, top5_acc: 0.3289, loss_cls: 4.2717, loss: 4.2717, grad_norm: 1.5576 2020-07-23 22:52:43,245 - mmaction - INFO - Epoch [8][2680/3757] lr: 9.963e-02, eta: 5 days, 0:49:31, time: 0.653, data_time: 0.003, memory: 5237, top1_acc: 0.1180, top5_acc: 0.3211, loss_cls: 4.3472, loss: 4.3472, grad_norm: 1.5271 2020-07-23 22:52:57,239 - mmaction - INFO - Epoch [8][2700/3757] lr: 9.963e-02, eta: 5 days, 0:49:30, time: 0.699, data_time: 0.002, memory: 5237, top1_acc: 0.1336, top5_acc: 0.3172, loss_cls: 4.3331, loss: 4.3331, grad_norm: 1.5312 2020-07-23 22:53:10,861 - mmaction - INFO - Epoch [8][2720/3757] lr: 9.963e-02, eta: 5 days, 0:49:20, time: 0.681, data_time: 0.002, memory: 5237, top1_acc: 0.1328, top5_acc: 0.3242, loss_cls: 4.3171, loss: 4.3171, grad_norm: 1.5465 2020-07-23 22:53:23,521 - mmaction - INFO - Epoch [8][2740/3757] lr: 9.963e-02, eta: 5 days, 0:48:49, time: 0.633, data_time: 0.002, memory: 5237, top1_acc: 0.1391, top5_acc: 0.3469, loss_cls: 4.2429, loss: 4.2429, grad_norm: 1.5765 2020-07-23 22:53:36,713 - mmaction - INFO - Epoch [8][2760/3757] lr: 9.963e-02, eta: 5 days, 0:48:31, time: 0.660, data_time: 0.003, memory: 5237, top1_acc: 0.1219, top5_acc: 0.2961, loss_cls: 4.4274, loss: 4.4274, grad_norm: 1.5428 2020-07-23 22:53:50,974 - mmaction - INFO - Epoch [8][2780/3757] lr: 9.963e-02, eta: 5 days, 0:48:35, time: 0.712, data_time: 0.001, memory: 5237, top1_acc: 0.1367, top5_acc: 0.3508, loss_cls: 4.2576, loss: 4.2576, grad_norm: 1.5422 2020-07-23 22:54:04,138 - mmaction - INFO - Epoch [8][2800/3757] lr: 9.963e-02, eta: 5 days, 0:48:16, time: 0.659, data_time: 0.003, memory: 5237, top1_acc: 0.1352, top5_acc: 0.3312, loss_cls: 4.2935, loss: 4.2935, grad_norm: 1.5716 2020-07-23 22:54:17,047 - mmaction - INFO - Epoch [8][2820/3757] lr: 9.963e-02, eta: 5 days, 0:47:50, time: 0.646, data_time: 0.002, memory: 5237, top1_acc: 0.1320, top5_acc: 0.3422, loss_cls: 4.3017, loss: 4.3017, grad_norm: 1.5878 2020-07-23 22:54:29,476 - mmaction - INFO - Epoch [8][2840/3757] lr: 9.963e-02, eta: 5 days, 0:47:15, time: 0.622, data_time: 0.002, memory: 5237, top1_acc: 0.1414, top5_acc: 0.3531, loss_cls: 4.2301, loss: 4.2301, grad_norm: 1.6072 2020-07-23 22:54:42,175 - mmaction - INFO - Epoch [8][2860/3757] lr: 9.963e-02, eta: 5 days, 0:46:45, time: 0.634, data_time: 0.002, memory: 5237, top1_acc: 0.1297, top5_acc: 0.3344, loss_cls: 4.2314, loss: 4.2314, grad_norm: 1.6123 2020-07-23 22:54:55,333 - mmaction - INFO - Epoch [8][2880/3757] lr: 9.963e-02, eta: 5 days, 0:46:25, time: 0.657, data_time: 0.002, memory: 5237, top1_acc: 0.1336, top5_acc: 0.3297, loss_cls: 4.3252, loss: 4.3252, grad_norm: 1.5776 2020-07-23 22:55:08,216 - mmaction - INFO - Epoch [8][2900/3757] lr: 9.963e-02, eta: 5 days, 0:45:59, time: 0.645, data_time: 0.003, memory: 5237, top1_acc: 0.1344, top5_acc: 0.3461, loss_cls: 4.2171, loss: 4.2171, grad_norm: 1.5745 2020-07-23 22:55:21,599 - mmaction - INFO - Epoch [8][2920/3757] lr: 9.963e-02, eta: 5 days, 0:45:44, time: 0.669, data_time: 0.002, memory: 5237, top1_acc: 0.1367, top5_acc: 0.3312, loss_cls: 4.2506, loss: 4.2506, grad_norm: 1.6130 2020-07-23 22:55:36,001 - mmaction - INFO - Epoch [8][2940/3757] lr: 9.963e-02, eta: 5 days, 0:45:52, time: 0.721, data_time: 0.003, memory: 5237, top1_acc: 0.1414, top5_acc: 0.3234, loss_cls: 4.2503, loss: 4.2503, grad_norm: 1.6028 2020-07-23 22:55:49,797 - mmaction - INFO - Epoch [8][2960/3757] lr: 9.963e-02, eta: 5 days, 0:45:47, time: 0.690, data_time: 0.002, memory: 5237, top1_acc: 0.1250, top5_acc: 0.3227, loss_cls: 4.3494, loss: 4.3494, grad_norm: 1.5807 2020-07-23 22:56:03,465 - mmaction - INFO - Epoch [8][2980/3757] lr: 9.963e-02, eta: 5 days, 0:45:39, time: 0.683, data_time: 0.001, memory: 5237, top1_acc: 0.1500, top5_acc: 0.3430, loss_cls: 4.2689, loss: 4.2689, grad_norm: 1.5775 2020-07-23 22:56:16,225 - mmaction - INFO - Epoch [8][3000/3757] lr: 9.963e-02, eta: 5 days, 0:45:10, time: 0.638, data_time: 0.001, memory: 5237, top1_acc: 0.1531, top5_acc: 0.3227, loss_cls: 4.2873, loss: 4.2873, grad_norm: 1.5408 2020-07-23 22:56:29,302 - mmaction - INFO - Epoch [8][3020/3757] lr: 9.963e-02, eta: 5 days, 0:44:49, time: 0.654, data_time: 0.002, memory: 5237, top1_acc: 0.1281, top5_acc: 0.3320, loss_cls: 4.3045, loss: 4.3045, grad_norm: 1.5432 2020-07-23 22:56:43,148 - mmaction - INFO - Epoch [8][3040/3757] lr: 9.963e-02, eta: 5 days, 0:44:43, time: 0.690, data_time: 0.001, memory: 5237, top1_acc: 0.1406, top5_acc: 0.3187, loss_cls: 4.3308, loss: 4.3308, grad_norm: 1.5544 2020-07-23 22:56:56,610 - mmaction - INFO - Epoch [8][3060/3757] lr: 9.963e-02, eta: 5 days, 0:44:31, time: 0.675, data_time: 0.003, memory: 5237, top1_acc: 0.1375, top5_acc: 0.3367, loss_cls: 4.2347, loss: 4.2347, grad_norm: 1.5498 2020-07-23 22:57:09,649 - mmaction - INFO - Epoch [8][3080/3757] lr: 9.963e-02, eta: 5 days, 0:44:09, time: 0.652, data_time: 0.002, memory: 5237, top1_acc: 0.1477, top5_acc: 0.3555, loss_cls: 4.2224, loss: 4.2224, grad_norm: 1.5957 2020-07-23 22:57:22,346 - mmaction - INFO - Epoch [8][3100/3757] lr: 9.963e-02, eta: 5 days, 0:43:39, time: 0.635, data_time: 0.002, memory: 5237, top1_acc: 0.1477, top5_acc: 0.3336, loss_cls: 4.2926, loss: 4.2926, grad_norm: 1.5714 2020-07-23 22:57:36,444 - mmaction - INFO - Epoch [8][3120/3757] lr: 9.963e-02, eta: 5 days, 0:43:40, time: 0.704, data_time: 0.001, memory: 5237, top1_acc: 0.1367, top5_acc: 0.3187, loss_cls: 4.2875, loss: 4.2875, grad_norm: 1.5965 2020-07-23 22:57:48,512 - mmaction - INFO - Epoch [8][3140/3757] lr: 9.963e-02, eta: 5 days, 0:42:57, time: 0.604, data_time: 0.002, memory: 5237, top1_acc: 0.1227, top5_acc: 0.3273, loss_cls: 4.3362, loss: 4.3362, grad_norm: 1.5627 2020-07-23 22:58:01,376 - mmaction - INFO - Epoch [8][3160/3757] lr: 9.963e-02, eta: 5 days, 0:42:31, time: 0.643, data_time: 0.002, memory: 5237, top1_acc: 0.1289, top5_acc: 0.3211, loss_cls: 4.3536, loss: 4.3536, grad_norm: 1.5428 2020-07-23 22:58:13,858 - mmaction - INFO - Epoch [8][3180/3757] lr: 9.963e-02, eta: 5 days, 0:41:56, time: 0.624, data_time: 0.002, memory: 5237, top1_acc: 0.1414, top5_acc: 0.3492, loss_cls: 4.2105, loss: 4.2105, grad_norm: 1.5299 2020-07-23 22:58:26,096 - mmaction - INFO - Epoch [8][3200/3757] lr: 9.963e-02, eta: 5 days, 0:41:17, time: 0.612, data_time: 0.002, memory: 5237, top1_acc: 0.1328, top5_acc: 0.3172, loss_cls: 4.3712, loss: 4.3712, grad_norm: 1.5223 2020-07-23 22:58:39,596 - mmaction - INFO - Epoch [8][3220/3757] lr: 9.963e-02, eta: 5 days, 0:41:05, time: 0.675, data_time: 0.001, memory: 5237, top1_acc: 0.1500, top5_acc: 0.3563, loss_cls: 4.1893, loss: 4.1893, grad_norm: 1.5481 2020-07-23 22:58:52,556 - mmaction - INFO - Epoch [8][3240/3757] lr: 9.963e-02, eta: 5 days, 0:40:40, time: 0.646, data_time: 0.007, memory: 5237, top1_acc: 0.1461, top5_acc: 0.3359, loss_cls: 4.2261, loss: 4.2261, grad_norm: 1.5769 2020-07-23 22:59:04,820 - mmaction - INFO - Epoch [8][3260/3757] lr: 9.963e-02, eta: 5 days, 0:40:02, time: 0.614, data_time: 0.003, memory: 5237, top1_acc: 0.1328, top5_acc: 0.3422, loss_cls: 4.2561, loss: 4.2561, grad_norm: 1.5545 2020-07-23 22:59:17,767 - mmaction - INFO - Epoch [8][3280/3757] lr: 9.963e-02, eta: 5 days, 0:39:38, time: 0.648, data_time: 0.002, memory: 5237, top1_acc: 0.1227, top5_acc: 0.3273, loss_cls: 4.2818, loss: 4.2818, grad_norm: 1.5659 2020-07-23 22:59:32,426 - mmaction - INFO - Epoch [8][3300/3757] lr: 9.963e-02, eta: 5 days, 0:39:50, time: 0.731, data_time: 0.001, memory: 5237, top1_acc: 0.1281, top5_acc: 0.3250, loss_cls: 4.2971, loss: 4.2971, grad_norm: 1.5912 2020-07-23 22:59:45,595 - mmaction - INFO - Epoch [8][3320/3757] lr: 9.963e-02, eta: 5 days, 0:39:32, time: 0.660, data_time: 0.009, memory: 5237, top1_acc: 0.1547, top5_acc: 0.3453, loss_cls: 4.2157, loss: 4.2157, grad_norm: 1.5158 2020-07-23 22:59:59,967 - mmaction - INFO - Epoch [8][3340/3757] lr: 9.963e-02, eta: 5 days, 0:39:38, time: 0.718, data_time: 0.002, memory: 5237, top1_acc: 0.1500, top5_acc: 0.3328, loss_cls: 4.2830, loss: 4.2830, grad_norm: 1.6160 2020-07-23 23:00:18,240 - mmaction - INFO - Epoch [8][3360/3757] lr: 9.963e-02, eta: 5 days, 0:41:10, time: 0.912, data_time: 0.002, memory: 5237, top1_acc: 0.1313, top5_acc: 0.3547, loss_cls: 4.2363, loss: 4.2363, grad_norm: 1.5593 2020-07-23 23:00:31,208 - mmaction - INFO - Epoch [8][3380/3757] lr: 9.963e-02, eta: 5 days, 0:40:47, time: 0.650, data_time: 0.005, memory: 5237, top1_acc: 0.1328, top5_acc: 0.3281, loss_cls: 4.2582, loss: 4.2582, grad_norm: 1.5903 2020-07-23 23:00:43,355 - mmaction - INFO - Epoch [8][3400/3757] lr: 9.963e-02, eta: 5 days, 0:40:05, time: 0.607, data_time: 0.001, memory: 5237, top1_acc: 0.1437, top5_acc: 0.3219, loss_cls: 4.2637, loss: 4.2637, grad_norm: 1.5759 2020-07-23 23:00:55,974 - mmaction - INFO - Epoch [8][3420/3757] lr: 9.963e-02, eta: 5 days, 0:39:34, time: 0.631, data_time: 0.011, memory: 5237, top1_acc: 0.1289, top5_acc: 0.3250, loss_cls: 4.3199, loss: 4.3199, grad_norm: 1.6236 2020-07-23 23:01:08,602 - mmaction - INFO - Epoch [8][3440/3757] lr: 9.963e-02, eta: 5 days, 0:39:03, time: 0.631, data_time: 0.002, memory: 5237, top1_acc: 0.1445, top5_acc: 0.3242, loss_cls: 4.3076, loss: 4.3076, grad_norm: 1.5815 2020-07-23 23:01:21,181 - mmaction - INFO - Epoch [8][3460/3757] lr: 9.963e-02, eta: 5 days, 0:38:31, time: 0.629, data_time: 0.002, memory: 5237, top1_acc: 0.1305, top5_acc: 0.3117, loss_cls: 4.3156, loss: 4.3156, grad_norm: 1.5467 2020-07-23 23:01:35,527 - mmaction - INFO - Epoch [8][3480/3757] lr: 9.963e-02, eta: 5 days, 0:38:38, time: 0.717, data_time: 0.001, memory: 5237, top1_acc: 0.1336, top5_acc: 0.3305, loss_cls: 4.2866, loss: 4.2866, grad_norm: 1.5224 2020-07-23 23:01:48,344 - mmaction - INFO - Epoch [8][3500/3757] lr: 9.963e-02, eta: 5 days, 0:38:11, time: 0.640, data_time: 0.001, memory: 5237, top1_acc: 0.1477, top5_acc: 0.3125, loss_cls: 4.2751, loss: 4.2751, grad_norm: 1.5389 2020-07-23 23:02:01,936 - mmaction - INFO - Epoch [8][3520/3757] lr: 9.963e-02, eta: 5 days, 0:38:00, time: 0.679, data_time: 0.002, memory: 5237, top1_acc: 0.1305, top5_acc: 0.3508, loss_cls: 4.2686, loss: 4.2686, grad_norm: 1.5481 2020-07-23 23:02:14,991 - mmaction - INFO - Epoch [8][3540/3757] lr: 9.963e-02, eta: 5 days, 0:37:39, time: 0.653, data_time: 0.002, memory: 5237, top1_acc: 0.1328, top5_acc: 0.3156, loss_cls: 4.3189, loss: 4.3189, grad_norm: 1.5470 2020-07-23 23:02:28,538 - mmaction - INFO - Epoch [8][3560/3757] lr: 9.963e-02, eta: 5 days, 0:37:28, time: 0.677, data_time: 0.002, memory: 5237, top1_acc: 0.1273, top5_acc: 0.3352, loss_cls: 4.2525, loss: 4.2525, grad_norm: 1.5999 2020-07-23 23:02:41,625 - mmaction - INFO - Epoch [8][3580/3757] lr: 9.963e-02, eta: 5 days, 0:37:07, time: 0.655, data_time: 0.002, memory: 5237, top1_acc: 0.1391, top5_acc: 0.3281, loss_cls: 4.2896, loss: 4.2896, grad_norm: 1.5843 2020-07-23 23:02:54,418 - mmaction - INFO - Epoch [8][3600/3757] lr: 9.963e-02, eta: 5 days, 0:36:40, time: 0.640, data_time: 0.002, memory: 5237, top1_acc: 0.1227, top5_acc: 0.3352, loss_cls: 4.2953, loss: 4.2953, grad_norm: 1.5558 2020-07-23 23:03:07,808 - mmaction - INFO - Epoch [8][3620/3757] lr: 9.963e-02, eta: 5 days, 0:36:25, time: 0.669, data_time: 0.001, memory: 5237, top1_acc: 0.1234, top5_acc: 0.3180, loss_cls: 4.2973, loss: 4.2973, grad_norm: 1.5712 2020-07-23 23:03:20,651 - mmaction - INFO - Epoch [8][3640/3757] lr: 9.963e-02, eta: 5 days, 0:35:59, time: 0.643, data_time: 0.002, memory: 5237, top1_acc: 0.1500, top5_acc: 0.3508, loss_cls: 4.1989, loss: 4.1989, grad_norm: 1.5657 2020-07-23 23:03:33,842 - mmaction - INFO - Epoch [8][3660/3757] lr: 9.963e-02, eta: 5 days, 0:35:40, time: 0.659, data_time: 0.002, memory: 5237, top1_acc: 0.1258, top5_acc: 0.3094, loss_cls: 4.3537, loss: 4.3537, grad_norm: 1.5474 2020-07-23 23:03:48,676 - mmaction - INFO - Epoch [8][3680/3757] lr: 9.963e-02, eta: 5 days, 0:35:57, time: 0.741, data_time: 0.002, memory: 5237, top1_acc: 0.1383, top5_acc: 0.3414, loss_cls: 4.2482, loss: 4.2482, grad_norm: 1.5671 2020-07-23 23:04:02,031 - mmaction - INFO - Epoch [8][3700/3757] lr: 9.963e-02, eta: 5 days, 0:35:42, time: 0.668, data_time: 0.003, memory: 5237, top1_acc: 0.1422, top5_acc: 0.3414, loss_cls: 4.2253, loss: 4.2253, grad_norm: 1.5829 2020-07-23 23:04:14,407 - mmaction - INFO - Epoch [8][3720/3757] lr: 9.963e-02, eta: 5 days, 0:35:05, time: 0.618, data_time: 0.002, memory: 5237, top1_acc: 0.1359, top5_acc: 0.3406, loss_cls: 4.2625, loss: 4.2625, grad_norm: 1.6056 2020-07-23 23:04:29,182 - mmaction - INFO - Epoch [8][3740/3757] lr: 9.963e-02, eta: 5 days, 0:35:21, time: 0.739, data_time: 0.002, memory: 5237, top1_acc: 0.1445, top5_acc: 0.3320, loss_cls: 4.3185, loss: 4.3185, grad_norm: 1.5693 2020-07-23 23:08:56,542 - mmaction - INFO - Epoch [9][20/3757] lr: 9.951e-02, eta: 5 days, 1:54:26, time: 12.344, data_time: 11.585, memory: 5237, top1_acc: 0.1266, top5_acc: 0.3336, loss_cls: 4.3371, loss: 4.3371, grad_norm: 1.5540 2020-07-23 23:09:09,218 - mmaction - INFO - Epoch [9][40/3757] lr: 9.951e-02, eta: 5 days, 1:53:53, time: 0.634, data_time: 0.003, memory: 5237, top1_acc: 0.1461, top5_acc: 0.3523, loss_cls: 4.1929, loss: 4.1929, grad_norm: 1.5834 2020-07-23 23:09:22,099 - mmaction - INFO - Epoch [9][60/3757] lr: 9.951e-02, eta: 5 days, 1:53:25, time: 0.644, data_time: 0.001, memory: 5237, top1_acc: 0.1242, top5_acc: 0.3523, loss_cls: 4.2039, loss: 4.2039, grad_norm: 1.5991 2020-07-23 23:09:35,222 - mmaction - INFO - Epoch [9][80/3757] lr: 9.951e-02, eta: 5 days, 1:53:01, time: 0.656, data_time: 0.003, memory: 5237, top1_acc: 0.1680, top5_acc: 0.3516, loss_cls: 4.1411, loss: 4.1411, grad_norm: 1.6275 2020-07-23 23:09:47,892 - mmaction - INFO - Epoch [9][100/3757] lr: 9.951e-02, eta: 5 days, 1:52:28, time: 0.633, data_time: 0.001, memory: 5237, top1_acc: 0.1273, top5_acc: 0.3180, loss_cls: 4.3351, loss: 4.3351, grad_norm: 1.5803 2020-07-23 23:10:00,868 - mmaction - INFO - Epoch [9][120/3757] lr: 9.951e-02, eta: 5 days, 1:52:01, time: 0.649, data_time: 0.002, memory: 5237, top1_acc: 0.1320, top5_acc: 0.3227, loss_cls: 4.3001, loss: 4.3001, grad_norm: 1.5554 2020-07-23 23:10:13,529 - mmaction - INFO - Epoch [9][140/3757] lr: 9.951e-02, eta: 5 days, 1:51:28, time: 0.633, data_time: 0.002, memory: 5237, top1_acc: 0.1148, top5_acc: 0.3422, loss_cls: 4.2586, loss: 4.2586, grad_norm: 1.5587 2020-07-23 23:10:26,870 - mmaction - INFO - Epoch [9][160/3757] lr: 9.951e-02, eta: 5 days, 1:51:10, time: 0.667, data_time: 0.006, memory: 5237, top1_acc: 0.1352, top5_acc: 0.3336, loss_cls: 4.2686, loss: 4.2686, grad_norm: 1.5874 2020-07-23 23:10:39,571 - mmaction - INFO - Epoch [9][180/3757] lr: 9.951e-02, eta: 5 days, 1:50:37, time: 0.634, data_time: 0.002, memory: 5237, top1_acc: 0.1453, top5_acc: 0.3375, loss_cls: 4.2753, loss: 4.2753, grad_norm: 1.5916 2020-07-23 23:10:52,439 - mmaction - INFO - Epoch [9][200/3757] lr: 9.951e-02, eta: 5 days, 1:50:08, time: 0.643, data_time: 0.002, memory: 5237, top1_acc: 0.1422, top5_acc: 0.3648, loss_cls: 4.1832, loss: 4.1832, grad_norm: 1.5787 2020-07-23 23:11:04,872 - mmaction - INFO - Epoch [9][220/3757] lr: 9.951e-02, eta: 5 days, 1:49:30, time: 0.621, data_time: 0.002, memory: 5237, top1_acc: 0.1328, top5_acc: 0.3344, loss_cls: 4.2390, loss: 4.2390, grad_norm: 1.5939 2020-07-23 23:11:18,202 - mmaction - INFO - Epoch [9][240/3757] lr: 9.951e-02, eta: 5 days, 1:49:11, time: 0.667, data_time: 0.002, memory: 5237, top1_acc: 0.1289, top5_acc: 0.3258, loss_cls: 4.2879, loss: 4.2879, grad_norm: 1.6168 2020-07-23 23:11:31,316 - mmaction - INFO - Epoch [9][260/3757] lr: 9.951e-02, eta: 5 days, 1:48:48, time: 0.656, data_time: 0.001, memory: 5237, top1_acc: 0.1281, top5_acc: 0.3281, loss_cls: 4.3101, loss: 4.3101, grad_norm: 1.5915 2020-07-23 23:11:44,606 - mmaction - INFO - Epoch [9][280/3757] lr: 9.951e-02, eta: 5 days, 1:48:28, time: 0.665, data_time: 0.001, memory: 5237, top1_acc: 0.1461, top5_acc: 0.3352, loss_cls: 4.2542, loss: 4.2542, grad_norm: 1.5783 2020-07-23 23:11:57,395 - mmaction - INFO - Epoch [9][300/3757] lr: 9.951e-02, eta: 5 days, 1:47:58, time: 0.639, data_time: 0.001, memory: 5237, top1_acc: 0.1406, top5_acc: 0.3484, loss_cls: 4.2085, loss: 4.2085, grad_norm: 1.5638 2020-07-23 23:12:11,123 - mmaction - INFO - Epoch [9][320/3757] lr: 9.951e-02, eta: 5 days, 1:47:47, time: 0.687, data_time: 0.001, memory: 5237, top1_acc: 0.1437, top5_acc: 0.3500, loss_cls: 4.2187, loss: 4.2187, grad_norm: 1.6002 2020-07-23 23:12:24,490 - mmaction - INFO - Epoch [9][340/3757] lr: 9.951e-02, eta: 5 days, 1:47:29, time: 0.668, data_time: 0.001, memory: 5237, top1_acc: 0.1422, top5_acc: 0.3445, loss_cls: 4.2476, loss: 4.2476, grad_norm: 1.6542 2020-07-23 23:12:38,721 - mmaction - INFO - Epoch [9][360/3757] lr: 9.951e-02, eta: 5 days, 1:47:29, time: 0.711, data_time: 0.001, memory: 5237, top1_acc: 0.1375, top5_acc: 0.3211, loss_cls: 4.3535, loss: 4.3535, grad_norm: 1.5583 2020-07-23 23:12:51,690 - mmaction - INFO - Epoch [9][380/3757] lr: 9.951e-02, eta: 5 days, 1:47:03, time: 0.649, data_time: 0.002, memory: 5237, top1_acc: 0.1242, top5_acc: 0.3281, loss_cls: 4.2605, loss: 4.2605, grad_norm: 1.5104 2020-07-23 23:13:06,147 - mmaction - INFO - Epoch [9][400/3757] lr: 9.951e-02, eta: 5 days, 1:47:08, time: 0.723, data_time: 0.002, memory: 5237, top1_acc: 0.1461, top5_acc: 0.3578, loss_cls: 4.1936, loss: 4.1936, grad_norm: 1.5943 2020-07-23 23:13:18,583 - mmaction - INFO - Epoch [9][420/3757] lr: 9.951e-02, eta: 5 days, 1:46:30, time: 0.622, data_time: 0.002, memory: 5237, top1_acc: 0.1133, top5_acc: 0.3312, loss_cls: 4.3291, loss: 4.3291, grad_norm: 1.5908 2020-07-23 23:13:33,135 - mmaction - INFO - Epoch [9][440/3757] lr: 9.951e-02, eta: 5 days, 1:46:37, time: 0.728, data_time: 0.002, memory: 5237, top1_acc: 0.1383, top5_acc: 0.3133, loss_cls: 4.3248, loss: 4.3248, grad_norm: 1.6197 2020-07-23 23:13:46,279 - mmaction - INFO - Epoch [9][460/3757] lr: 9.951e-02, eta: 5 days, 1:46:14, time: 0.657, data_time: 0.003, memory: 5237, top1_acc: 0.1359, top5_acc: 0.3438, loss_cls: 4.2026, loss: 4.2026, grad_norm: 1.5716 2020-07-23 23:14:00,211 - mmaction - INFO - Epoch [9][480/3757] lr: 9.951e-02, eta: 5 days, 1:46:09, time: 0.697, data_time: 0.003, memory: 5237, top1_acc: 0.1414, top5_acc: 0.3461, loss_cls: 4.2533, loss: 4.2533, grad_norm: 1.5864 2020-07-23 23:14:14,391 - mmaction - INFO - Epoch [9][500/3757] lr: 9.951e-02, eta: 5 days, 1:46:08, time: 0.709, data_time: 0.002, memory: 5237, top1_acc: 0.1617, top5_acc: 0.3680, loss_cls: 4.1426, loss: 4.1426, grad_norm: 1.5119 2020-07-23 23:14:28,050 - mmaction - INFO - Epoch [9][520/3757] lr: 9.951e-02, eta: 5 days, 1:45:56, time: 0.683, data_time: 0.003, memory: 5237, top1_acc: 0.1352, top5_acc: 0.3430, loss_cls: 4.2753, loss: 4.2753, grad_norm: 1.6037 2020-07-23 23:14:41,553 - mmaction - INFO - Epoch [9][540/3757] lr: 9.951e-02, eta: 5 days, 1:45:41, time: 0.675, data_time: 0.002, memory: 5237, top1_acc: 0.1320, top5_acc: 0.3242, loss_cls: 4.2474, loss: 4.2474, grad_norm: 1.5772 2020-07-23 23:14:54,585 - mmaction - INFO - Epoch [9][560/3757] lr: 9.951e-02, eta: 5 days, 1:45:16, time: 0.652, data_time: 0.002, memory: 5237, top1_acc: 0.1430, top5_acc: 0.3500, loss_cls: 4.1840, loss: 4.1840, grad_norm: 1.5310 2020-07-23 23:15:07,279 - mmaction - INFO - Epoch [9][580/3757] lr: 9.951e-02, eta: 5 days, 1:44:43, time: 0.634, data_time: 0.001, memory: 5237, top1_acc: 0.1500, top5_acc: 0.3625, loss_cls: 4.1887, loss: 4.1887, grad_norm: 1.5755 2020-07-23 23:15:20,434 - mmaction - INFO - Epoch [9][600/3757] lr: 9.951e-02, eta: 5 days, 1:44:21, time: 0.658, data_time: 0.002, memory: 5237, top1_acc: 0.1375, top5_acc: 0.3328, loss_cls: 4.3188, loss: 4.3188, grad_norm: 1.5676 2020-07-23 23:15:34,498 - mmaction - INFO - Epoch [9][620/3757] lr: 9.951e-02, eta: 5 days, 1:44:17, time: 0.703, data_time: 0.002, memory: 5237, top1_acc: 0.1500, top5_acc: 0.3516, loss_cls: 4.2047, loss: 4.2047, grad_norm: 1.5414 2020-07-23 23:15:48,523 - mmaction - INFO - Epoch [9][640/3757] lr: 9.951e-02, eta: 5 days, 1:44:13, time: 0.701, data_time: 0.002, memory: 5237, top1_acc: 0.1398, top5_acc: 0.3289, loss_cls: 4.2263, loss: 4.2263, grad_norm: 1.5739 2020-07-23 23:16:02,590 - mmaction - INFO - Epoch [9][660/3757] lr: 9.951e-02, eta: 5 days, 1:44:10, time: 0.703, data_time: 0.002, memory: 5237, top1_acc: 0.1484, top5_acc: 0.3438, loss_cls: 4.2402, loss: 4.2402, grad_norm: 1.5706 2020-07-23 23:16:16,204 - mmaction - INFO - Epoch [9][680/3757] lr: 9.951e-02, eta: 5 days, 1:43:57, time: 0.680, data_time: 0.002, memory: 5237, top1_acc: 0.1227, top5_acc: 0.3148, loss_cls: 4.2819, loss: 4.2819, grad_norm: 1.5758 2020-07-23 23:16:30,618 - mmaction - INFO - Epoch [9][700/3757] lr: 9.951e-02, eta: 5 days, 1:44:01, time: 0.721, data_time: 0.003, memory: 5237, top1_acc: 0.1406, top5_acc: 0.3187, loss_cls: 4.2969, loss: 4.2969, grad_norm: 1.5678 2020-07-23 23:16:44,274 - mmaction - INFO - Epoch [9][720/3757] lr: 9.951e-02, eta: 5 days, 1:43:49, time: 0.684, data_time: 0.002, memory: 5237, top1_acc: 0.1391, top5_acc: 0.3383, loss_cls: 4.2205, loss: 4.2205, grad_norm: 1.5685 2020-07-23 23:16:58,139 - mmaction - INFO - Epoch [9][740/3757] lr: 9.951e-02, eta: 5 days, 1:43:42, time: 0.693, data_time: 0.001, memory: 5237, top1_acc: 0.1258, top5_acc: 0.3383, loss_cls: 4.2909, loss: 4.2909, grad_norm: 1.5468 2020-07-23 23:17:11,431 - mmaction - INFO - Epoch [9][760/3757] lr: 9.951e-02, eta: 5 days, 1:43:22, time: 0.664, data_time: 0.001, memory: 5237, top1_acc: 0.1422, top5_acc: 0.3539, loss_cls: 4.1731, loss: 4.1731, grad_norm: 1.5556 2020-07-23 23:17:25,289 - mmaction - INFO - Epoch [9][780/3757] lr: 9.951e-02, eta: 5 days, 1:43:14, time: 0.693, data_time: 0.003, memory: 5237, top1_acc: 0.1398, top5_acc: 0.3508, loss_cls: 4.1936, loss: 4.1936, grad_norm: 1.6163 2020-07-23 23:17:38,803 - mmaction - INFO - Epoch [9][800/3757] lr: 9.951e-02, eta: 5 days, 1:43:00, time: 0.676, data_time: 0.002, memory: 5237, top1_acc: 0.1383, top5_acc: 0.3438, loss_cls: 4.2252, loss: 4.2252, grad_norm: 1.6199 2020-07-23 23:17:51,710 - mmaction - INFO - Epoch [9][820/3757] lr: 9.951e-02, eta: 5 days, 1:42:32, time: 0.645, data_time: 0.002, memory: 5237, top1_acc: 0.1297, top5_acc: 0.3422, loss_cls: 4.2950, loss: 4.2950, grad_norm: 1.5924 2020-07-23 23:18:05,249 - mmaction - INFO - Epoch [9][840/3757] lr: 9.951e-02, eta: 5 days, 1:42:18, time: 0.677, data_time: 0.002, memory: 5237, top1_acc: 0.1352, top5_acc: 0.3391, loss_cls: 4.2387, loss: 4.2387, grad_norm: 1.6084 2020-07-23 23:18:17,538 - mmaction - INFO - Epoch [9][860/3757] lr: 9.951e-02, eta: 5 days, 1:41:37, time: 0.613, data_time: 0.001, memory: 5237, top1_acc: 0.1477, top5_acc: 0.3398, loss_cls: 4.1855, loss: 4.1855, grad_norm: 1.5565 2020-07-23 23:18:30,212 - mmaction - INFO - Epoch [9][880/3757] lr: 9.951e-02, eta: 5 days, 1:41:04, time: 0.634, data_time: 0.002, memory: 5237, top1_acc: 0.1461, top5_acc: 0.3555, loss_cls: 4.1825, loss: 4.1825, grad_norm: 1.6410 2020-07-23 23:18:43,082 - mmaction - INFO - Epoch [9][900/3757] lr: 9.951e-02, eta: 5 days, 1:40:36, time: 0.644, data_time: 0.003, memory: 5237, top1_acc: 0.1234, top5_acc: 0.3273, loss_cls: 4.3317, loss: 4.3317, grad_norm: 1.5946 2020-07-23 23:18:55,655 - mmaction - INFO - Epoch [9][920/3757] lr: 9.951e-02, eta: 5 days, 1:40:02, time: 0.629, data_time: 0.009, memory: 5237, top1_acc: 0.1336, top5_acc: 0.3406, loss_cls: 4.2492, loss: 4.2492, grad_norm: 1.5661 2020-07-23 23:19:08,652 - mmaction - INFO - Epoch [9][940/3757] lr: 9.951e-02, eta: 5 days, 1:39:36, time: 0.649, data_time: 0.003, memory: 5237, top1_acc: 0.1461, top5_acc: 0.3312, loss_cls: 4.2613, loss: 4.2613, grad_norm: 1.5310 2020-07-23 23:19:20,777 - mmaction - INFO - Epoch [9][960/3757] lr: 9.951e-02, eta: 5 days, 1:38:52, time: 0.607, data_time: 0.002, memory: 5237, top1_acc: 0.1328, top5_acc: 0.3414, loss_cls: 4.2972, loss: 4.2972, grad_norm: 1.5714 2020-07-23 23:19:34,224 - mmaction - INFO - Epoch [9][980/3757] lr: 9.951e-02, eta: 5 days, 1:38:36, time: 0.672, data_time: 0.002, memory: 5237, top1_acc: 0.1484, top5_acc: 0.3344, loss_cls: 4.2176, loss: 4.2176, grad_norm: 1.5909 2020-07-23 23:19:47,167 - mmaction - INFO - Epoch [9][1000/3757] lr: 9.951e-02, eta: 5 days, 1:38:09, time: 0.647, data_time: 0.002, memory: 5237, top1_acc: 0.1500, top5_acc: 0.3359, loss_cls: 4.2146, loss: 4.2146, grad_norm: 1.5562 2020-07-23 23:19:59,973 - mmaction - INFO - Epoch [9][1020/3757] lr: 9.951e-02, eta: 5 days, 1:37:40, time: 0.641, data_time: 0.003, memory: 5237, top1_acc: 0.1477, top5_acc: 0.3539, loss_cls: 4.2312, loss: 4.2312, grad_norm: 1.5830 2020-07-23 23:20:13,310 - mmaction - INFO - Epoch [9][1040/3757] lr: 9.951e-02, eta: 5 days, 1:37:21, time: 0.666, data_time: 0.001, memory: 5237, top1_acc: 0.1453, top5_acc: 0.3547, loss_cls: 4.2093, loss: 4.2093, grad_norm: 1.5981 2020-07-23 23:20:25,937 - mmaction - INFO - Epoch [9][1060/3757] lr: 9.951e-02, eta: 5 days, 1:36:48, time: 0.631, data_time: 0.002, memory: 5237, top1_acc: 0.1445, top5_acc: 0.3336, loss_cls: 4.2755, loss: 4.2755, grad_norm: 1.6118 2020-07-23 23:20:38,938 - mmaction - INFO - Epoch [9][1080/3757] lr: 9.951e-02, eta: 5 days, 1:36:23, time: 0.651, data_time: 0.002, memory: 5237, top1_acc: 0.1523, top5_acc: 0.3609, loss_cls: 4.1950, loss: 4.1950, grad_norm: 1.5868 2020-07-23 23:20:51,554 - mmaction - INFO - Epoch [9][1100/3757] lr: 9.951e-02, eta: 5 days, 1:35:49, time: 0.630, data_time: 0.002, memory: 5237, top1_acc: 0.1211, top5_acc: 0.3406, loss_cls: 4.2209, loss: 4.2209, grad_norm: 1.6090 2020-07-23 23:21:04,216 - mmaction - INFO - Epoch [9][1120/3757] lr: 9.951e-02, eta: 5 days, 1:35:17, time: 0.634, data_time: 0.002, memory: 5237, top1_acc: 0.1359, top5_acc: 0.3383, loss_cls: 4.2556, loss: 4.2556, grad_norm: 1.5964 2020-07-23 23:21:18,292 - mmaction - INFO - Epoch [9][1140/3757] lr: 9.951e-02, eta: 5 days, 1:35:14, time: 0.703, data_time: 0.002, memory: 5237, top1_acc: 0.1352, top5_acc: 0.3477, loss_cls: 4.2695, loss: 4.2695, grad_norm: 1.6136 2020-07-23 23:21:31,592 - mmaction - INFO - Epoch [9][1160/3757] lr: 9.951e-02, eta: 5 days, 1:34:55, time: 0.665, data_time: 0.002, memory: 5237, top1_acc: 0.1266, top5_acc: 0.3266, loss_cls: 4.3183, loss: 4.3183, grad_norm: 1.5737 2020-07-23 23:21:43,994 - mmaction - INFO - Epoch [9][1180/3757] lr: 9.951e-02, eta: 5 days, 1:34:16, time: 0.619, data_time: 0.002, memory: 5237, top1_acc: 0.1336, top5_acc: 0.3180, loss_cls: 4.3097, loss: 4.3097, grad_norm: 1.5818 2020-07-23 23:21:56,730 - mmaction - INFO - Epoch [9][1200/3757] lr: 9.951e-02, eta: 5 days, 1:33:46, time: 0.638, data_time: 0.003, memory: 5237, top1_acc: 0.1258, top5_acc: 0.3297, loss_cls: 4.2900, loss: 4.2900, grad_norm: 1.5636 2020-07-23 23:22:09,786 - mmaction - INFO - Epoch [9][1220/3757] lr: 9.951e-02, eta: 5 days, 1:33:22, time: 0.653, data_time: 0.001, memory: 5237, top1_acc: 0.1352, top5_acc: 0.3430, loss_cls: 4.2647, loss: 4.2647, grad_norm: 1.5750 2020-07-23 23:22:23,619 - mmaction - INFO - Epoch [9][1240/3757] lr: 9.951e-02, eta: 5 days, 1:33:14, time: 0.691, data_time: 0.002, memory: 5237, top1_acc: 0.1352, top5_acc: 0.3273, loss_cls: 4.3016, loss: 4.3016, grad_norm: 1.5946 2020-07-23 23:22:37,262 - mmaction - INFO - Epoch [9][1260/3757] lr: 9.951e-02, eta: 5 days, 1:33:02, time: 0.683, data_time: 0.003, memory: 5237, top1_acc: 0.1422, top5_acc: 0.3430, loss_cls: 4.2689, loss: 4.2689, grad_norm: 1.6264 2020-07-23 23:22:51,150 - mmaction - INFO - Epoch [9][1280/3757] lr: 9.951e-02, eta: 5 days, 1:32:55, time: 0.694, data_time: 0.001, memory: 5237, top1_acc: 0.1336, top5_acc: 0.3266, loss_cls: 4.2703, loss: 4.2703, grad_norm: 1.6242 2020-07-23 23:23:05,628 - mmaction - INFO - Epoch [9][1300/3757] lr: 9.951e-02, eta: 5 days, 1:33:00, time: 0.724, data_time: 0.002, memory: 5237, top1_acc: 0.1477, top5_acc: 0.3625, loss_cls: 4.2001, loss: 4.2001, grad_norm: 1.5689 2020-07-23 23:23:18,537 - mmaction - INFO - Epoch [9][1320/3757] lr: 9.951e-02, eta: 5 days, 1:32:33, time: 0.647, data_time: 0.003, memory: 5237, top1_acc: 0.1477, top5_acc: 0.3469, loss_cls: 4.2399, loss: 4.2399, grad_norm: 1.5904 2020-07-23 23:23:32,523 - mmaction - INFO - Epoch [9][1340/3757] lr: 9.951e-02, eta: 5 days, 1:32:27, time: 0.699, data_time: 0.002, memory: 5237, top1_acc: 0.1469, top5_acc: 0.3555, loss_cls: 4.1488, loss: 4.1488, grad_norm: 1.6056 2020-07-23 23:23:46,493 - mmaction - INFO - Epoch [9][1360/3757] lr: 9.951e-02, eta: 5 days, 1:32:22, time: 0.699, data_time: 0.002, memory: 5237, top1_acc: 0.1437, top5_acc: 0.3391, loss_cls: 4.2586, loss: 4.2586, grad_norm: 1.5828 2020-07-23 23:23:59,140 - mmaction - INFO - Epoch [9][1380/3757] lr: 9.951e-02, eta: 5 days, 1:31:50, time: 0.632, data_time: 0.002, memory: 5237, top1_acc: 0.1437, top5_acc: 0.3445, loss_cls: 4.2024, loss: 4.2024, grad_norm: 1.5906 2020-07-23 23:24:12,301 - mmaction - INFO - Epoch [9][1400/3757] lr: 9.951e-02, eta: 5 days, 1:31:28, time: 0.658, data_time: 0.002, memory: 5237, top1_acc: 0.1344, top5_acc: 0.3383, loss_cls: 4.2826, loss: 4.2826, grad_norm: 1.5976 2020-07-23 23:24:24,986 - mmaction - INFO - Epoch [9][1420/3757] lr: 9.951e-02, eta: 5 days, 1:30:56, time: 0.633, data_time: 0.001, memory: 5237, top1_acc: 0.1469, top5_acc: 0.3492, loss_cls: 4.2076, loss: 4.2076, grad_norm: 1.5520 2020-07-23 23:24:39,605 - mmaction - INFO - Epoch [9][1440/3757] lr: 9.951e-02, eta: 5 days, 1:31:04, time: 0.732, data_time: 0.003, memory: 5237, top1_acc: 0.1383, top5_acc: 0.3406, loss_cls: 4.2059, loss: 4.2059, grad_norm: 1.5902 2020-07-23 23:24:53,844 - mmaction - INFO - Epoch [9][1460/3757] lr: 9.951e-02, eta: 5 days, 1:31:04, time: 0.711, data_time: 0.001, memory: 5237, top1_acc: 0.1430, top5_acc: 0.3305, loss_cls: 4.2717, loss: 4.2717, grad_norm: 1.5646 2020-07-23 23:25:07,815 - mmaction - INFO - Epoch [9][1480/3757] lr: 9.951e-02, eta: 5 days, 1:30:59, time: 0.699, data_time: 0.002, memory: 5237, top1_acc: 0.1219, top5_acc: 0.3273, loss_cls: 4.3001, loss: 4.3001, grad_norm: 1.5764 2020-07-23 23:25:21,825 - mmaction - INFO - Epoch [9][1500/3757] lr: 9.951e-02, eta: 5 days, 1:30:54, time: 0.700, data_time: 0.001, memory: 5237, top1_acc: 0.1445, top5_acc: 0.3383, loss_cls: 4.2189, loss: 4.2189, grad_norm: 1.5518 2020-07-23 23:25:35,189 - mmaction - INFO - Epoch [9][1520/3757] lr: 9.951e-02, eta: 5 days, 1:30:36, time: 0.669, data_time: 0.002, memory: 5237, top1_acc: 0.1406, top5_acc: 0.3422, loss_cls: 4.2260, loss: 4.2260, grad_norm: 1.5904 2020-07-23 23:25:48,468 - mmaction - INFO - Epoch [9][1540/3757] lr: 9.951e-02, eta: 5 days, 1:30:17, time: 0.663, data_time: 0.001, memory: 5237, top1_acc: 0.1242, top5_acc: 0.3289, loss_cls: 4.2799, loss: 4.2799, grad_norm: 1.6053 2020-07-23 23:26:01,627 - mmaction - INFO - Epoch [9][1560/3757] lr: 9.951e-02, eta: 5 days, 1:29:54, time: 0.657, data_time: 0.002, memory: 5237, top1_acc: 0.1461, top5_acc: 0.3531, loss_cls: 4.1939, loss: 4.1939, grad_norm: 1.5875 2020-07-23 23:26:15,059 - mmaction - INFO - Epoch [9][1580/3757] lr: 9.951e-02, eta: 5 days, 1:29:39, time: 0.673, data_time: 0.003, memory: 5237, top1_acc: 0.1383, top5_acc: 0.3273, loss_cls: 4.2687, loss: 4.2687, grad_norm: 1.6151 2020-07-23 23:26:28,235 - mmaction - INFO - Epoch [9][1600/3757] lr: 9.951e-02, eta: 5 days, 1:29:17, time: 0.659, data_time: 0.002, memory: 5237, top1_acc: 0.1313, top5_acc: 0.3328, loss_cls: 4.2155, loss: 4.2155, grad_norm: 1.5854 2020-07-23 23:26:43,019 - mmaction - INFO - Epoch [9][1620/3757] lr: 9.951e-02, eta: 5 days, 1:29:28, time: 0.738, data_time: 0.001, memory: 5237, top1_acc: 0.1422, top5_acc: 0.3453, loss_cls: 4.2183, loss: 4.2183, grad_norm: 1.5861 2020-07-23 23:26:56,726 - mmaction - INFO - Epoch [9][1640/3757] lr: 9.951e-02, eta: 5 days, 1:29:17, time: 0.686, data_time: 0.002, memory: 5237, top1_acc: 0.1359, top5_acc: 0.3586, loss_cls: 4.2871, loss: 4.2871, grad_norm: 1.5836 2020-07-23 23:27:10,536 - mmaction - INFO - Epoch [9][1660/3757] lr: 9.951e-02, eta: 5 days, 1:29:08, time: 0.689, data_time: 0.002, memory: 5237, top1_acc: 0.1422, top5_acc: 0.3406, loss_cls: 4.2567, loss: 4.2567, grad_norm: 1.5501 2020-07-23 23:27:23,033 - mmaction - INFO - Epoch [9][1680/3757] lr: 9.951e-02, eta: 5 days, 1:28:33, time: 0.626, data_time: 0.002, memory: 5237, top1_acc: 0.1445, top5_acc: 0.3461, loss_cls: 4.2037, loss: 4.2037, grad_norm: 1.5671 2020-07-23 23:27:36,016 - mmaction - INFO - Epoch [9][1700/3757] lr: 9.951e-02, eta: 5 days, 1:28:07, time: 0.648, data_time: 0.002, memory: 5237, top1_acc: 0.1711, top5_acc: 0.3812, loss_cls: 4.0853, loss: 4.0853, grad_norm: 1.5722 2020-07-23 23:27:48,418 - mmaction - INFO - Epoch [9][1720/3757] lr: 9.951e-02, eta: 5 days, 1:27:30, time: 0.620, data_time: 0.003, memory: 5237, top1_acc: 0.1445, top5_acc: 0.3477, loss_cls: 4.1780, loss: 4.1780, grad_norm: 1.6581 2020-07-23 23:28:01,600 - mmaction - INFO - Epoch [9][1740/3757] lr: 9.951e-02, eta: 5 days, 1:27:09, time: 0.660, data_time: 0.002, memory: 5237, top1_acc: 0.1328, top5_acc: 0.3359, loss_cls: 4.2627, loss: 4.2627, grad_norm: 1.6506 2020-07-23 23:28:15,597 - mmaction - INFO - Epoch [9][1760/3757] lr: 9.951e-02, eta: 5 days, 1:27:04, time: 0.699, data_time: 0.001, memory: 5237, top1_acc: 0.1367, top5_acc: 0.3297, loss_cls: 4.2936, loss: 4.2936, grad_norm: 1.5900 2020-07-23 23:28:28,070 - mmaction - INFO - Epoch [9][1780/3757] lr: 9.951e-02, eta: 5 days, 1:26:28, time: 0.624, data_time: 0.002, memory: 5237, top1_acc: 0.1187, top5_acc: 0.3312, loss_cls: 4.2951, loss: 4.2951, grad_norm: 1.6038 2020-07-23 23:28:41,488 - mmaction - INFO - Epoch [9][1800/3757] lr: 9.951e-02, eta: 5 days, 1:26:11, time: 0.670, data_time: 0.002, memory: 5237, top1_acc: 0.1414, top5_acc: 0.3219, loss_cls: 4.3193, loss: 4.3193, grad_norm: 1.5682 2020-07-23 23:28:54,756 - mmaction - INFO - Epoch [9][1820/3757] lr: 9.951e-02, eta: 5 days, 1:25:52, time: 0.664, data_time: 0.002, memory: 5237, top1_acc: 0.1414, top5_acc: 0.3359, loss_cls: 4.1873, loss: 4.1873, grad_norm: 1.5612 2020-07-23 23:29:08,502 - mmaction - INFO - Epoch [9][1840/3757] lr: 9.951e-02, eta: 5 days, 1:25:42, time: 0.686, data_time: 0.002, memory: 5237, top1_acc: 0.1281, top5_acc: 0.3352, loss_cls: 4.3690, loss: 4.3690, grad_norm: 1.6041 2020-07-23 23:29:22,218 - mmaction - INFO - Epoch [9][1860/3757] lr: 9.951e-02, eta: 5 days, 1:25:31, time: 0.686, data_time: 0.002, memory: 5237, top1_acc: 0.1375, top5_acc: 0.3555, loss_cls: 4.1578, loss: 4.1578, grad_norm: 1.5667 2020-07-23 23:29:36,664 - mmaction - INFO - Epoch [9][1880/3757] lr: 9.951e-02, eta: 5 days, 1:25:35, time: 0.722, data_time: 0.002, memory: 5237, top1_acc: 0.1383, top5_acc: 0.3273, loss_cls: 4.3231, loss: 4.3231, grad_norm: 1.5997 2020-07-23 23:29:50,360 - mmaction - INFO - Epoch [9][1900/3757] lr: 9.951e-02, eta: 5 days, 1:25:25, time: 0.685, data_time: 0.002, memory: 5237, top1_acc: 0.1297, top5_acc: 0.3672, loss_cls: 4.1476, loss: 4.1476, grad_norm: 1.5824 2020-07-23 23:30:04,685 - mmaction - INFO - Epoch [9][1920/3757] lr: 9.951e-02, eta: 5 days, 1:25:26, time: 0.716, data_time: 0.001, memory: 5237, top1_acc: 0.1414, top5_acc: 0.3352, loss_cls: 4.2765, loss: 4.2765, grad_norm: 1.5926 2020-07-23 23:30:17,213 - mmaction - INFO - Epoch [9][1940/3757] lr: 9.951e-02, eta: 5 days, 1:24:52, time: 0.627, data_time: 0.002, memory: 5237, top1_acc: 0.1469, top5_acc: 0.3492, loss_cls: 4.2548, loss: 4.2548, grad_norm: 1.6084 2020-07-23 23:30:30,895 - mmaction - INFO - Epoch [9][1960/3757] lr: 9.951e-02, eta: 5 days, 1:24:40, time: 0.683, data_time: 0.002, memory: 5237, top1_acc: 0.1492, top5_acc: 0.3352, loss_cls: 4.2410, loss: 4.2410, grad_norm: 1.5747 2020-07-23 23:30:45,262 - mmaction - INFO - Epoch [9][1980/3757] lr: 9.951e-02, eta: 5 days, 1:24:43, time: 0.718, data_time: 0.002, memory: 5237, top1_acc: 0.1430, top5_acc: 0.3273, loss_cls: 4.2780, loss: 4.2780, grad_norm: 1.5728 2020-07-23 23:30:58,729 - mmaction - INFO - Epoch [9][2000/3757] lr: 9.951e-02, eta: 5 days, 1:24:27, time: 0.674, data_time: 0.002, memory: 5237, top1_acc: 0.1398, top5_acc: 0.3359, loss_cls: 4.3185, loss: 4.3185, grad_norm: 1.6036 2020-07-23 23:31:11,565 - mmaction - INFO - Epoch [9][2020/3757] lr: 9.951e-02, eta: 5 days, 1:23:59, time: 0.642, data_time: 0.002, memory: 5237, top1_acc: 0.1625, top5_acc: 0.3539, loss_cls: 4.1526, loss: 4.1526, grad_norm: 1.5871 2020-07-23 23:31:25,701 - mmaction - INFO - Epoch [9][2040/3757] lr: 9.951e-02, eta: 5 days, 1:23:56, time: 0.706, data_time: 0.002, memory: 5237, top1_acc: 0.1344, top5_acc: 0.3242, loss_cls: 4.2517, loss: 4.2517, grad_norm: 1.6166 2020-07-23 23:31:38,946 - mmaction - INFO - Epoch [9][2060/3757] lr: 9.951e-02, eta: 5 days, 1:23:37, time: 0.663, data_time: 0.002, memory: 5237, top1_acc: 0.1375, top5_acc: 0.3383, loss_cls: 4.2447, loss: 4.2447, grad_norm: 1.5969 2020-07-23 23:31:53,268 - mmaction - INFO - Epoch [9][2080/3757] lr: 9.951e-02, eta: 5 days, 1:23:38, time: 0.716, data_time: 0.001, memory: 5237, top1_acc: 0.1406, top5_acc: 0.3383, loss_cls: 4.2797, loss: 4.2797, grad_norm: 1.5834 2020-07-23 23:32:06,554 - mmaction - INFO - Epoch [9][2100/3757] lr: 9.951e-02, eta: 5 days, 1:23:19, time: 0.665, data_time: 0.002, memory: 5237, top1_acc: 0.1430, top5_acc: 0.3633, loss_cls: 4.1946, loss: 4.1946, grad_norm: 1.5976 2020-07-23 23:32:19,600 - mmaction - INFO - Epoch [9][2120/3757] lr: 9.951e-02, eta: 5 days, 1:22:55, time: 0.651, data_time: 0.001, memory: 5237, top1_acc: 0.1391, top5_acc: 0.3367, loss_cls: 4.2141, loss: 4.2141, grad_norm: 1.6264 2020-07-23 23:32:32,400 - mmaction - INFO - Epoch [9][2140/3757] lr: 9.951e-02, eta: 5 days, 1:22:26, time: 0.641, data_time: 0.002, memory: 5237, top1_acc: 0.1523, top5_acc: 0.3508, loss_cls: 4.1692, loss: 4.1692, grad_norm: 1.5937 2020-07-23 23:32:45,871 - mmaction - INFO - Epoch [9][2160/3757] lr: 9.951e-02, eta: 5 days, 1:22:10, time: 0.674, data_time: 0.002, memory: 5237, top1_acc: 0.1523, top5_acc: 0.3492, loss_cls: 4.1589, loss: 4.1589, grad_norm: 1.6148 2020-07-23 23:32:58,709 - mmaction - INFO - Epoch [9][2180/3757] lr: 9.951e-02, eta: 5 days, 1:21:42, time: 0.641, data_time: 0.002, memory: 5237, top1_acc: 0.1414, top5_acc: 0.3453, loss_cls: 4.1570, loss: 4.1570, grad_norm: 1.6217 2020-07-23 23:33:12,037 - mmaction - INFO - Epoch [9][2200/3757] lr: 9.951e-02, eta: 5 days, 1:21:24, time: 0.667, data_time: 0.002, memory: 5237, top1_acc: 0.1484, top5_acc: 0.3570, loss_cls: 4.1747, loss: 4.1747, grad_norm: 1.6302 2020-07-23 23:33:25,373 - mmaction - INFO - Epoch [9][2220/3757] lr: 9.951e-02, eta: 5 days, 1:21:05, time: 0.666, data_time: 0.002, memory: 5237, top1_acc: 0.1523, top5_acc: 0.3594, loss_cls: 4.1893, loss: 4.1893, grad_norm: 1.6203 2020-07-23 23:33:39,262 - mmaction - INFO - Epoch [9][2240/3757] lr: 9.951e-02, eta: 5 days, 1:20:58, time: 0.695, data_time: 0.003, memory: 5237, top1_acc: 0.1250, top5_acc: 0.3164, loss_cls: 4.3477, loss: 4.3477, grad_norm: 1.6140 2020-07-23 23:33:52,309 - mmaction - INFO - Epoch [9][2260/3757] lr: 9.951e-02, eta: 5 days, 1:20:35, time: 0.653, data_time: 0.002, memory: 5237, top1_acc: 0.1383, top5_acc: 0.3359, loss_cls: 4.2434, loss: 4.2434, grad_norm: 1.6221 2020-07-23 23:34:05,215 - mmaction - INFO - Epoch [9][2280/3757] lr: 9.951e-02, eta: 5 days, 1:20:08, time: 0.645, data_time: 0.002, memory: 5237, top1_acc: 0.1453, top5_acc: 0.3531, loss_cls: 4.2443, loss: 4.2443, grad_norm: 1.5851 2020-07-23 23:34:18,123 - mmaction - INFO - Epoch [9][2300/3757] lr: 9.951e-02, eta: 5 days, 1:19:41, time: 0.645, data_time: 0.001, memory: 5237, top1_acc: 0.1469, top5_acc: 0.3578, loss_cls: 4.1739, loss: 4.1739, grad_norm: 1.5791 2020-07-23 23:34:32,444 - mmaction - INFO - Epoch [9][2320/3757] lr: 9.951e-02, eta: 5 days, 1:19:42, time: 0.716, data_time: 0.002, memory: 5237, top1_acc: 0.1297, top5_acc: 0.3289, loss_cls: 4.2763, loss: 4.2763, grad_norm: 1.6741 2020-07-23 23:34:45,947 - mmaction - INFO - Epoch [9][2340/3757] lr: 9.951e-02, eta: 5 days, 1:19:28, time: 0.676, data_time: 0.002, memory: 5237, top1_acc: 0.1313, top5_acc: 0.3383, loss_cls: 4.2231, loss: 4.2231, grad_norm: 1.5551 2020-07-23 23:34:58,260 - mmaction - INFO - Epoch [9][2360/3757] lr: 9.951e-02, eta: 5 days, 1:18:49, time: 0.615, data_time: 0.001, memory: 5237, top1_acc: 0.1320, top5_acc: 0.3273, loss_cls: 4.2738, loss: 4.2738, grad_norm: 1.5945 2020-07-23 23:35:10,787 - mmaction - INFO - Epoch [9][2380/3757] lr: 9.951e-02, eta: 5 days, 1:18:15, time: 0.626, data_time: 0.002, memory: 5237, top1_acc: 0.1445, top5_acc: 0.3484, loss_cls: 4.2385, loss: 4.2385, grad_norm: 1.6358 2020-07-23 23:35:23,430 - mmaction - INFO - Epoch [9][2400/3757] lr: 9.951e-02, eta: 5 days, 1:17:43, time: 0.632, data_time: 0.002, memory: 5237, top1_acc: 0.1398, top5_acc: 0.3266, loss_cls: 4.2672, loss: 4.2672, grad_norm: 1.6378 2020-07-23 23:35:37,140 - mmaction - INFO - Epoch [9][2420/3757] lr: 9.951e-02, eta: 5 days, 1:17:33, time: 0.686, data_time: 0.002, memory: 5237, top1_acc: 0.1570, top5_acc: 0.3531, loss_cls: 4.2143, loss: 4.2143, grad_norm: 1.5825 2020-07-23 23:35:51,062 - mmaction - INFO - Epoch [9][2440/3757] lr: 9.951e-02, eta: 5 days, 1:17:26, time: 0.695, data_time: 0.001, memory: 5237, top1_acc: 0.1445, top5_acc: 0.3328, loss_cls: 4.2620, loss: 4.2620, grad_norm: 1.5745 2020-07-23 23:36:04,977 - mmaction - INFO - Epoch [9][2460/3757] lr: 9.951e-02, eta: 5 days, 1:17:19, time: 0.695, data_time: 0.002, memory: 5237, top1_acc: 0.1234, top5_acc: 0.2953, loss_cls: 4.3714, loss: 4.3714, grad_norm: 1.5748 2020-07-23 23:36:20,555 - mmaction - INFO - Epoch [9][2480/3757] lr: 9.951e-02, eta: 5 days, 1:17:45, time: 0.779, data_time: 0.003, memory: 5237, top1_acc: 0.1453, top5_acc: 0.3570, loss_cls: 4.2173, loss: 4.2173, grad_norm: 1.5584 2020-07-23 23:36:34,595 - mmaction - INFO - Epoch [9][2500/3757] lr: 9.951e-02, eta: 5 days, 1:17:41, time: 0.703, data_time: 0.002, memory: 5237, top1_acc: 0.1211, top5_acc: 0.3328, loss_cls: 4.2519, loss: 4.2519, grad_norm: 1.5963 2020-07-23 23:36:47,637 - mmaction - INFO - Epoch [9][2520/3757] lr: 9.951e-02, eta: 5 days, 1:17:17, time: 0.652, data_time: 0.001, memory: 5237, top1_acc: 0.1344, top5_acc: 0.3320, loss_cls: 4.2469, loss: 4.2469, grad_norm: 1.6100 2020-07-23 23:37:02,012 - mmaction - INFO - Epoch [9][2540/3757] lr: 9.951e-02, eta: 5 days, 1:17:20, time: 0.719, data_time: 0.003, memory: 5237, top1_acc: 0.1266, top5_acc: 0.3258, loss_cls: 4.2935, loss: 4.2935, grad_norm: 1.5794 2020-07-23 23:37:14,982 - mmaction - INFO - Epoch [9][2560/3757] lr: 9.951e-02, eta: 5 days, 1:16:54, time: 0.648, data_time: 0.002, memory: 5237, top1_acc: 0.1344, top5_acc: 0.3555, loss_cls: 4.2026, loss: 4.2026, grad_norm: 1.5797 2020-07-23 23:37:28,808 - mmaction - INFO - Epoch [9][2580/3757] lr: 9.951e-02, eta: 5 days, 1:16:46, time: 0.691, data_time: 0.002, memory: 5237, top1_acc: 0.1352, top5_acc: 0.3180, loss_cls: 4.2548, loss: 4.2548, grad_norm: 1.6301 2020-07-23 23:37:42,735 - mmaction - INFO - Epoch [9][2600/3757] lr: 9.951e-02, eta: 5 days, 1:16:39, time: 0.696, data_time: 0.002, memory: 5237, top1_acc: 0.1500, top5_acc: 0.3328, loss_cls: 4.2629, loss: 4.2629, grad_norm: 1.5983 2020-07-23 23:37:55,597 - mmaction - INFO - Epoch [9][2620/3757] lr: 9.951e-02, eta: 5 days, 1:16:12, time: 0.644, data_time: 0.003, memory: 5237, top1_acc: 0.1477, top5_acc: 0.3508, loss_cls: 4.2170, loss: 4.2170, grad_norm: 1.5417 2020-07-23 23:38:08,530 - mmaction - INFO - Epoch [9][2640/3757] lr: 9.951e-02, eta: 5 days, 1:15:46, time: 0.646, data_time: 0.001, memory: 5237, top1_acc: 0.1586, top5_acc: 0.3578, loss_cls: 4.1969, loss: 4.1969, grad_norm: 1.5685 2020-07-23 23:38:21,276 - mmaction - INFO - Epoch [9][2660/3757] lr: 9.951e-02, eta: 5 days, 1:15:16, time: 0.637, data_time: 0.002, memory: 5237, top1_acc: 0.1266, top5_acc: 0.3320, loss_cls: 4.2334, loss: 4.2334, grad_norm: 1.5759 2020-07-23 23:38:33,952 - mmaction - INFO - Epoch [9][2680/3757] lr: 9.951e-02, eta: 5 days, 1:14:45, time: 0.634, data_time: 0.002, memory: 5237, top1_acc: 0.1586, top5_acc: 0.3578, loss_cls: 4.1186, loss: 4.1186, grad_norm: 1.5860 2020-07-23 23:38:46,376 - mmaction - INFO - Epoch [9][2700/3757] lr: 9.951e-02, eta: 5 days, 1:14:09, time: 0.622, data_time: 0.002, memory: 5237, top1_acc: 0.1461, top5_acc: 0.3438, loss_cls: 4.1833, loss: 4.1833, grad_norm: 1.6344 2020-07-23 23:38:59,761 - mmaction - INFO - Epoch [9][2720/3757] lr: 9.951e-02, eta: 5 days, 1:13:52, time: 0.669, data_time: 0.002, memory: 5237, top1_acc: 0.1484, top5_acc: 0.3477, loss_cls: 4.2064, loss: 4.2064, grad_norm: 1.6389 2020-07-23 23:39:13,982 - mmaction - INFO - Epoch [9][2740/3757] lr: 9.951e-02, eta: 5 days, 1:13:51, time: 0.711, data_time: 0.002, memory: 5237, top1_acc: 0.1484, top5_acc: 0.3680, loss_cls: 4.1309, loss: 4.1309, grad_norm: 1.6022 2020-07-23 23:39:29,352 - mmaction - INFO - Epoch [9][2760/3757] lr: 9.951e-02, eta: 5 days, 1:14:13, time: 0.768, data_time: 0.002, memory: 5237, top1_acc: 0.1437, top5_acc: 0.3438, loss_cls: 4.2412, loss: 4.2412, grad_norm: 1.6738 2020-07-23 23:39:42,377 - mmaction - INFO - Epoch [9][2780/3757] lr: 9.951e-02, eta: 5 days, 1:13:49, time: 0.652, data_time: 0.002, memory: 5237, top1_acc: 0.1383, top5_acc: 0.3352, loss_cls: 4.2574, loss: 4.2574, grad_norm: 1.5938 2020-07-23 23:39:55,490 - mmaction - INFO - Epoch [9][2800/3757] lr: 9.951e-02, eta: 5 days, 1:13:26, time: 0.655, data_time: 0.001, memory: 5237, top1_acc: 0.1336, top5_acc: 0.3312, loss_cls: 4.3029, loss: 4.3029, grad_norm: 1.6357 2020-07-23 23:40:11,274 - mmaction - INFO - Epoch [9][2820/3757] lr: 9.951e-02, eta: 5 days, 1:13:56, time: 0.790, data_time: 0.002, memory: 5237, top1_acc: 0.1414, top5_acc: 0.3438, loss_cls: 4.1968, loss: 4.1968, grad_norm: 1.6087 2020-07-23 23:40:25,020 - mmaction - INFO - Epoch [9][2840/3757] lr: 9.951e-02, eta: 5 days, 1:13:46, time: 0.688, data_time: 0.002, memory: 5237, top1_acc: 0.1289, top5_acc: 0.3430, loss_cls: 4.2566, loss: 4.2566, grad_norm: 1.6951 2020-07-23 23:40:39,657 - mmaction - INFO - Epoch [9][2860/3757] lr: 9.951e-02, eta: 5 days, 1:13:53, time: 0.731, data_time: 0.001, memory: 5237, top1_acc: 0.1477, top5_acc: 0.3555, loss_cls: 4.2228, loss: 4.2228, grad_norm: 1.5979 2020-07-23 23:40:52,604 - mmaction - INFO - Epoch [9][2880/3757] lr: 9.951e-02, eta: 5 days, 1:13:28, time: 0.648, data_time: 0.002, memory: 5237, top1_acc: 0.1437, top5_acc: 0.3289, loss_cls: 4.2512, loss: 4.2512, grad_norm: 1.6009 2020-07-23 23:41:06,161 - mmaction - INFO - Epoch [9][2900/3757] lr: 9.951e-02, eta: 5 days, 1:13:14, time: 0.678, data_time: 0.002, memory: 5237, top1_acc: 0.1352, top5_acc: 0.3227, loss_cls: 4.3032, loss: 4.3032, grad_norm: 1.6068 2020-07-23 23:41:18,980 - mmaction - INFO - Epoch [9][2920/3757] lr: 9.951e-02, eta: 5 days, 1:12:46, time: 0.640, data_time: 0.001, memory: 5237, top1_acc: 0.1344, top5_acc: 0.3398, loss_cls: 4.2948, loss: 4.2948, grad_norm: 1.5713 2020-07-23 23:41:32,620 - mmaction - INFO - Epoch [9][2940/3757] lr: 9.951e-02, eta: 5 days, 1:12:34, time: 0.682, data_time: 0.002, memory: 5237, top1_acc: 0.1406, top5_acc: 0.3453, loss_cls: 4.2261, loss: 4.2261, grad_norm: 1.5993 2020-07-23 23:41:45,600 - mmaction - INFO - Epoch [9][2960/3757] lr: 9.951e-02, eta: 5 days, 1:12:09, time: 0.649, data_time: 0.002, memory: 5237, top1_acc: 0.1570, top5_acc: 0.3648, loss_cls: 4.1692, loss: 4.1692, grad_norm: 1.6002 2020-07-23 23:42:00,223 - mmaction - INFO - Epoch [9][2980/3757] lr: 9.951e-02, eta: 5 days, 1:12:16, time: 0.732, data_time: 0.002, memory: 5237, top1_acc: 0.1320, top5_acc: 0.3195, loss_cls: 4.2783, loss: 4.2783, grad_norm: 1.6065 2020-07-23 23:42:13,280 - mmaction - INFO - Epoch [9][3000/3757] lr: 9.951e-02, eta: 5 days, 1:11:52, time: 0.653, data_time: 0.002, memory: 5237, top1_acc: 0.1539, top5_acc: 0.3805, loss_cls: 4.1859, loss: 4.1859, grad_norm: 1.6748 2020-07-23 23:42:26,719 - mmaction - INFO - Epoch [9][3020/3757] lr: 9.951e-02, eta: 5 days, 1:11:36, time: 0.671, data_time: 0.002, memory: 5237, top1_acc: 0.1375, top5_acc: 0.3492, loss_cls: 4.1699, loss: 4.1699, grad_norm: 1.6251 2020-07-23 23:42:39,640 - mmaction - INFO - Epoch [9][3040/3757] lr: 9.951e-02, eta: 5 days, 1:11:10, time: 0.646, data_time: 0.002, memory: 5237, top1_acc: 0.1359, top5_acc: 0.3359, loss_cls: 4.2053, loss: 4.2053, grad_norm: 1.5967 2020-07-23 23:42:52,753 - mmaction - INFO - Epoch [9][3060/3757] lr: 9.951e-02, eta: 5 days, 1:10:48, time: 0.657, data_time: 0.003, memory: 5237, top1_acc: 0.1227, top5_acc: 0.3094, loss_cls: 4.3235, loss: 4.3235, grad_norm: 1.5290 2020-07-23 23:43:06,555 - mmaction - INFO - Epoch [9][3080/3757] lr: 9.951e-02, eta: 5 days, 1:10:39, time: 0.690, data_time: 0.002, memory: 5237, top1_acc: 0.1367, top5_acc: 0.3312, loss_cls: 4.2445, loss: 4.2445, grad_norm: 1.5803 2020-07-23 23:43:21,326 - mmaction - INFO - Epoch [9][3100/3757] lr: 9.951e-02, eta: 5 days, 1:10:49, time: 0.739, data_time: 0.002, memory: 5237, top1_acc: 0.1516, top5_acc: 0.3672, loss_cls: 4.1672, loss: 4.1672, grad_norm: 1.6142 2020-07-23 23:43:34,786 - mmaction - INFO - Epoch [9][3120/3757] lr: 9.951e-02, eta: 5 days, 1:10:33, time: 0.672, data_time: 0.002, memory: 5237, top1_acc: 0.1430, top5_acc: 0.3563, loss_cls: 4.2260, loss: 4.2260, grad_norm: 1.5878 2020-07-23 23:43:48,796 - mmaction - INFO - Epoch [9][3140/3757] lr: 9.951e-02, eta: 5 days, 1:10:28, time: 0.700, data_time: 0.002, memory: 5237, top1_acc: 0.1500, top5_acc: 0.3367, loss_cls: 4.1925, loss: 4.1925, grad_norm: 1.5829 2020-07-23 23:44:01,911 - mmaction - INFO - Epoch [9][3160/3757] lr: 9.951e-02, eta: 5 days, 1:10:06, time: 0.656, data_time: 0.002, memory: 5237, top1_acc: 0.1273, top5_acc: 0.3539, loss_cls: 4.1988, loss: 4.1988, grad_norm: 1.5987 2020-07-23 23:44:16,984 - mmaction - INFO - Epoch [9][3180/3757] lr: 9.951e-02, eta: 5 days, 1:10:21, time: 0.753, data_time: 0.002, memory: 5237, top1_acc: 0.1500, top5_acc: 0.3461, loss_cls: 4.2444, loss: 4.2444, grad_norm: 1.6169 2020-07-23 23:44:30,825 - mmaction - INFO - Epoch [9][3200/3757] lr: 9.951e-02, eta: 5 days, 1:10:13, time: 0.692, data_time: 0.003, memory: 5237, top1_acc: 0.1266, top5_acc: 0.3148, loss_cls: 4.2944, loss: 4.2944, grad_norm: 1.5902 2020-07-23 23:44:43,438 - mmaction - INFO - Epoch [9][3220/3757] lr: 9.951e-02, eta: 5 days, 1:09:41, time: 0.631, data_time: 0.001, memory: 5237, top1_acc: 0.1328, top5_acc: 0.3367, loss_cls: 4.2733, loss: 4.2733, grad_norm: 1.5963 2020-07-23 23:44:56,179 - mmaction - INFO - Epoch [9][3240/3757] lr: 9.951e-02, eta: 5 days, 1:09:11, time: 0.636, data_time: 0.001, memory: 5237, top1_acc: 0.1602, top5_acc: 0.3523, loss_cls: 4.1604, loss: 4.1604, grad_norm: 1.5285 2020-07-23 23:45:09,516 - mmaction - INFO - Epoch [9][3260/3757] lr: 9.951e-02, eta: 5 days, 1:08:53, time: 0.668, data_time: 0.002, memory: 5237, top1_acc: 0.1664, top5_acc: 0.3516, loss_cls: 4.1851, loss: 4.1851, grad_norm: 1.5844 2020-07-23 23:45:23,430 - mmaction - INFO - Epoch [9][3280/3757] lr: 9.951e-02, eta: 5 days, 1:08:46, time: 0.695, data_time: 0.002, memory: 5237, top1_acc: 0.1445, top5_acc: 0.3586, loss_cls: 4.1842, loss: 4.1842, grad_norm: 1.6126 2020-07-23 23:45:36,849 - mmaction - INFO - Epoch [9][3300/3757] lr: 9.951e-02, eta: 5 days, 1:08:30, time: 0.672, data_time: 0.002, memory: 5237, top1_acc: 0.1375, top5_acc: 0.3492, loss_cls: 4.2635, loss: 4.2635, grad_norm: 1.6420 2020-07-23 23:45:49,980 - mmaction - INFO - Epoch [9][3320/3757] lr: 9.951e-02, eta: 5 days, 1:08:08, time: 0.656, data_time: 0.001, memory: 5237, top1_acc: 0.1430, top5_acc: 0.3688, loss_cls: 4.1418, loss: 4.1418, grad_norm: 1.6049 2020-07-23 23:46:04,239 - mmaction - INFO - Epoch [9][3340/3757] lr: 9.951e-02, eta: 5 days, 1:08:08, time: 0.714, data_time: 0.002, memory: 5237, top1_acc: 0.1328, top5_acc: 0.3609, loss_cls: 4.2753, loss: 4.2753, grad_norm: 1.6451 2020-07-23 23:46:18,457 - mmaction - INFO - Epoch [9][3360/3757] lr: 9.951e-02, eta: 5 days, 1:08:07, time: 0.711, data_time: 0.002, memory: 5237, top1_acc: 0.1500, top5_acc: 0.3578, loss_cls: 4.1373, loss: 4.1373, grad_norm: 1.5685 2020-07-23 23:46:32,040 - mmaction - INFO - Epoch [9][3380/3757] lr: 9.951e-02, eta: 5 days, 1:07:53, time: 0.679, data_time: 0.003, memory: 5237, top1_acc: 0.1313, top5_acc: 0.3375, loss_cls: 4.3007, loss: 4.3007, grad_norm: 1.5968 2020-07-23 23:46:45,959 - mmaction - INFO - Epoch [9][3400/3757] lr: 9.951e-02, eta: 5 days, 1:07:46, time: 0.695, data_time: 0.002, memory: 5237, top1_acc: 0.1297, top5_acc: 0.3336, loss_cls: 4.2949, loss: 4.2949, grad_norm: 1.6275 2020-07-23 23:47:00,227 - mmaction - INFO - Epoch [9][3420/3757] lr: 9.951e-02, eta: 5 days, 1:07:46, time: 0.713, data_time: 0.003, memory: 5237, top1_acc: 0.1352, top5_acc: 0.3320, loss_cls: 4.1937, loss: 4.1937, grad_norm: 1.6175 2020-07-23 23:47:13,873 - mmaction - INFO - Epoch [9][3440/3757] lr: 9.951e-02, eta: 5 days, 1:07:34, time: 0.683, data_time: 0.004, memory: 5237, top1_acc: 0.1250, top5_acc: 0.3281, loss_cls: 4.3279, loss: 4.3279, grad_norm: 1.6248 2020-07-23 23:47:27,171 - mmaction - INFO - Epoch [9][3460/3757] lr: 9.951e-02, eta: 5 days, 1:07:15, time: 0.665, data_time: 0.003, memory: 5237, top1_acc: 0.1336, top5_acc: 0.3125, loss_cls: 4.3011, loss: 4.3011, grad_norm: 1.5452 2020-07-23 23:47:41,591 - mmaction - INFO - Epoch [9][3480/3757] lr: 9.951e-02, eta: 5 days, 1:07:19, time: 0.722, data_time: 0.002, memory: 5237, top1_acc: 0.1422, top5_acc: 0.3367, loss_cls: 4.2867, loss: 4.2867, grad_norm: 1.5604 2020-07-23 23:47:55,947 - mmaction - INFO - Epoch [9][3500/3757] lr: 9.951e-02, eta: 5 days, 1:07:20, time: 0.717, data_time: 0.002, memory: 5237, top1_acc: 0.1594, top5_acc: 0.3750, loss_cls: 4.1319, loss: 4.1319, grad_norm: 1.5936 2020-07-23 23:48:08,878 - mmaction - INFO - Epoch [9][3520/3757] lr: 9.951e-02, eta: 5 days, 1:06:54, time: 0.647, data_time: 0.002, memory: 5237, top1_acc: 0.1414, top5_acc: 0.3602, loss_cls: 4.2072, loss: 4.2072, grad_norm: 1.6373 2020-07-23 23:48:22,035 - mmaction - INFO - Epoch [9][3540/3757] lr: 9.951e-02, eta: 5 days, 1:06:33, time: 0.658, data_time: 0.002, memory: 5237, top1_acc: 0.1445, top5_acc: 0.3570, loss_cls: 4.1672, loss: 4.1672, grad_norm: 1.5986 2020-07-23 23:48:35,203 - mmaction - INFO - Epoch [9][3560/3757] lr: 9.951e-02, eta: 5 days, 1:06:11, time: 0.658, data_time: 0.002, memory: 5237, top1_acc: 0.1508, top5_acc: 0.3625, loss_cls: 4.1941, loss: 4.1941, grad_norm: 1.6239 2020-07-23 23:48:48,293 - mmaction - INFO - Epoch [9][3580/3757] lr: 9.951e-02, eta: 5 days, 1:05:49, time: 0.656, data_time: 0.002, memory: 5237, top1_acc: 0.1445, top5_acc: 0.3320, loss_cls: 4.2491, loss: 4.2491, grad_norm: 1.5994 2020-07-23 23:49:02,041 - mmaction - INFO - Epoch [9][3600/3757] lr: 9.951e-02, eta: 5 days, 1:05:39, time: 0.687, data_time: 0.001, memory: 5237, top1_acc: 0.1492, top5_acc: 0.3547, loss_cls: 4.1451, loss: 4.1451, grad_norm: 1.6261 2020-07-23 23:49:15,472 - mmaction - INFO - Epoch [9][3620/3757] lr: 9.951e-02, eta: 5 days, 1:05:22, time: 0.671, data_time: 0.001, memory: 5237, top1_acc: 0.1445, top5_acc: 0.3266, loss_cls: 4.2789, loss: 4.2789, grad_norm: 1.6631 2020-07-23 23:49:28,527 - mmaction - INFO - Epoch [9][3640/3757] lr: 9.951e-02, eta: 5 days, 1:04:59, time: 0.652, data_time: 0.002, memory: 5237, top1_acc: 0.1344, top5_acc: 0.3375, loss_cls: 4.2972, loss: 4.2972, grad_norm: 1.5993 2020-07-23 23:49:42,228 - mmaction - INFO - Epoch [9][3660/3757] lr: 9.951e-02, eta: 5 days, 1:04:48, time: 0.686, data_time: 0.002, memory: 5237, top1_acc: 0.1453, top5_acc: 0.3547, loss_cls: 4.2266, loss: 4.2266, grad_norm: 1.5507 2020-07-23 23:49:55,902 - mmaction - INFO - Epoch [9][3680/3757] lr: 9.951e-02, eta: 5 days, 1:04:37, time: 0.684, data_time: 0.001, memory: 5237, top1_acc: 0.1383, top5_acc: 0.3398, loss_cls: 4.2372, loss: 4.2372, grad_norm: 1.5726 2020-07-23 23:50:09,461 - mmaction - INFO - Epoch [9][3700/3757] lr: 9.951e-02, eta: 5 days, 1:04:23, time: 0.678, data_time: 0.002, memory: 5237, top1_acc: 0.1594, top5_acc: 0.3523, loss_cls: 4.2222, loss: 4.2222, grad_norm: 1.6338 2020-07-23 23:50:22,517 - mmaction - INFO - Epoch [9][3720/3757] lr: 9.951e-02, eta: 5 days, 1:04:00, time: 0.653, data_time: 0.002, memory: 5237, top1_acc: 0.1523, top5_acc: 0.3625, loss_cls: 4.1667, loss: 4.1667, grad_norm: 1.6238 2020-07-23 23:50:35,385 - mmaction - INFO - Epoch [9][3740/3757] lr: 9.951e-02, eta: 5 days, 1:03:33, time: 0.644, data_time: 0.002, memory: 5237, top1_acc: 0.1539, top5_acc: 0.3633, loss_cls: 4.1610, loss: 4.1610, grad_norm: 1.6406 2020-07-23 23:54:42,004 - mmaction - INFO - Epoch [10][20/3757] lr: 9.938e-02, eta: 5 days, 2:08:07, time: 11.524, data_time: 10.728, memory: 5237, top1_acc: 0.1484, top5_acc: 0.3516, loss_cls: 4.1765, loss: 4.1765, grad_norm: 1.6188 2020-07-23 23:54:55,002 - mmaction - INFO - Epoch [10][40/3757] lr: 9.938e-02, eta: 5 days, 2:07:41, time: 0.651, data_time: 0.002, memory: 5237, top1_acc: 0.1484, top5_acc: 0.3703, loss_cls: 4.1526, loss: 4.1526, grad_norm: 1.6367 2020-07-23 23:55:09,544 - mmaction - INFO - Epoch [10][60/3757] lr: 9.938e-02, eta: 5 days, 2:07:43, time: 0.726, data_time: 0.002, memory: 5237, top1_acc: 0.1555, top5_acc: 0.3352, loss_cls: 4.2495, loss: 4.2495, grad_norm: 1.6369 2020-07-23 23:55:23,203 - mmaction - INFO - Epoch [10][80/3757] lr: 9.938e-02, eta: 5 days, 2:07:28, time: 0.681, data_time: 0.002, memory: 5237, top1_acc: 0.1414, top5_acc: 0.3359, loss_cls: 4.1979, loss: 4.1979, grad_norm: 1.6070 2020-07-23 23:55:36,101 - mmaction - INFO - Epoch [10][100/3757] lr: 9.938e-02, eta: 5 days, 2:07:00, time: 0.646, data_time: 0.004, memory: 5237, top1_acc: 0.1508, top5_acc: 0.3680, loss_cls: 4.1669, loss: 4.1669, grad_norm: 1.6342 2020-07-23 23:55:49,145 - mmaction - INFO - Epoch [10][120/3757] lr: 9.938e-02, eta: 5 days, 2:06:35, time: 0.653, data_time: 0.002, memory: 5237, top1_acc: 0.1445, top5_acc: 0.3398, loss_cls: 4.1705, loss: 4.1705, grad_norm: 1.6039 2020-07-23 23:56:02,757 - mmaction - INFO - Epoch [10][140/3757] lr: 9.938e-02, eta: 5 days, 2:06:19, time: 0.680, data_time: 0.006, memory: 5237, top1_acc: 0.1367, top5_acc: 0.3586, loss_cls: 4.2248, loss: 4.2248, grad_norm: 1.6181 2020-07-23 23:56:15,733 - mmaction - INFO - Epoch [10][160/3757] lr: 9.938e-02, eta: 5 days, 2:05:52, time: 0.648, data_time: 0.002, memory: 5237, top1_acc: 0.1437, top5_acc: 0.3359, loss_cls: 4.1814, loss: 4.1814, grad_norm: 1.5626 2020-07-23 23:56:29,676 - mmaction - INFO - Epoch [10][180/3757] lr: 9.938e-02, eta: 5 days, 2:05:43, time: 0.697, data_time: 0.002, memory: 5237, top1_acc: 0.1445, top5_acc: 0.3492, loss_cls: 4.2471, loss: 4.2471, grad_norm: 1.6628 2020-07-23 23:56:42,763 - mmaction - INFO - Epoch [10][200/3757] lr: 9.938e-02, eta: 5 days, 2:05:18, time: 0.655, data_time: 0.002, memory: 5237, top1_acc: 0.1391, top5_acc: 0.3469, loss_cls: 4.2451, loss: 4.2451, grad_norm: 1.5720 2020-07-23 23:56:56,809 - mmaction - INFO - Epoch [10][220/3757] lr: 9.938e-02, eta: 5 days, 2:05:11, time: 0.702, data_time: 0.002, memory: 5237, top1_acc: 0.1500, top5_acc: 0.3484, loss_cls: 4.2384, loss: 4.2384, grad_norm: 1.6115 2020-07-23 23:57:09,764 - mmaction - INFO - Epoch [10][240/3757] lr: 9.938e-02, eta: 5 days, 2:04:44, time: 0.648, data_time: 0.002, memory: 5237, top1_acc: 0.1406, top5_acc: 0.3508, loss_cls: 4.1793, loss: 4.1793, grad_norm: 1.6764 2020-07-23 23:57:23,361 - mmaction - INFO - Epoch [10][260/3757] lr: 9.938e-02, eta: 5 days, 2:04:28, time: 0.679, data_time: 0.001, memory: 5237, top1_acc: 0.1367, top5_acc: 0.3148, loss_cls: 4.3012, loss: 4.3012, grad_norm: 1.6082 2020-07-23 23:57:36,353 - mmaction - INFO - Epoch [10][280/3757] lr: 9.938e-02, eta: 5 days, 2:04:02, time: 0.650, data_time: 0.002, memory: 5237, top1_acc: 0.1367, top5_acc: 0.3484, loss_cls: 4.2594, loss: 4.2594, grad_norm: 1.6547 2020-07-23 23:57:48,984 - mmaction - INFO - Epoch [10][300/3757] lr: 9.938e-02, eta: 5 days, 2:03:28, time: 0.632, data_time: 0.003, memory: 5237, top1_acc: 0.1320, top5_acc: 0.3391, loss_cls: 4.2538, loss: 4.2538, grad_norm: 1.6263 2020-07-23 23:58:01,941 - mmaction - INFO - Epoch [10][320/3757] lr: 9.938e-02, eta: 5 days, 2:03:01, time: 0.647, data_time: 0.001, memory: 5237, top1_acc: 0.1555, top5_acc: 0.3633, loss_cls: 4.1258, loss: 4.1258, grad_norm: 1.6146 2020-07-23 23:58:15,718 - mmaction - INFO - Epoch [10][340/3757] lr: 9.938e-02, eta: 5 days, 2:02:49, time: 0.689, data_time: 0.002, memory: 5237, top1_acc: 0.1391, top5_acc: 0.3422, loss_cls: 4.2300, loss: 4.2300, grad_norm: 1.6294 2020-07-23 23:58:29,258 - mmaction - INFO - Epoch [10][360/3757] lr: 9.938e-02, eta: 5 days, 2:02:32, time: 0.677, data_time: 0.002, memory: 5237, top1_acc: 0.1375, top5_acc: 0.3438, loss_cls: 4.1982, loss: 4.1982, grad_norm: 1.6388 2020-07-23 23:58:42,348 - mmaction - INFO - Epoch [10][380/3757] lr: 9.938e-02, eta: 5 days, 2:02:08, time: 0.655, data_time: 0.002, memory: 5237, top1_acc: 0.1359, top5_acc: 0.3430, loss_cls: 4.2604, loss: 4.2604, grad_norm: 1.6453 2020-07-23 23:58:55,779 - mmaction - INFO - Epoch [10][400/3757] lr: 9.938e-02, eta: 5 days, 2:01:49, time: 0.671, data_time: 0.002, memory: 5237, top1_acc: 0.1586, top5_acc: 0.3625, loss_cls: 4.1202, loss: 4.1202, grad_norm: 1.5859 2020-07-23 23:59:09,132 - mmaction - INFO - Epoch [10][420/3757] lr: 9.938e-02, eta: 5 days, 2:01:29, time: 0.667, data_time: 0.003, memory: 5237, top1_acc: 0.1359, top5_acc: 0.3430, loss_cls: 4.2852, loss: 4.2852, grad_norm: 1.6275 2020-07-23 23:59:22,871 - mmaction - INFO - Epoch [10][440/3757] lr: 9.938e-02, eta: 5 days, 2:01:17, time: 0.688, data_time: 0.003, memory: 5237, top1_acc: 0.1281, top5_acc: 0.3375, loss_cls: 4.2466, loss: 4.2466, grad_norm: 1.5798 2020-07-23 23:59:36,067 - mmaction - INFO - Epoch [10][460/3757] lr: 9.938e-02, eta: 5 days, 2:00:54, time: 0.660, data_time: 0.001, memory: 5237, top1_acc: 0.1531, top5_acc: 0.3625, loss_cls: 4.1521, loss: 4.1521, grad_norm: 1.6022 2020-07-23 23:59:48,790 - mmaction - INFO - Epoch [10][480/3757] lr: 9.938e-02, eta: 5 days, 2:00:22, time: 0.636, data_time: 0.001, memory: 5237, top1_acc: 0.1367, top5_acc: 0.3406, loss_cls: 4.2144, loss: 4.2144, grad_norm: 1.6532 2020-07-24 00:00:01,770 - mmaction - INFO - Epoch [10][500/3757] lr: 9.938e-02, eta: 5 days, 1:59:55, time: 0.648, data_time: 0.001, memory: 5237, top1_acc: 0.1609, top5_acc: 0.3734, loss_cls: 4.1347, loss: 4.1347, grad_norm: 1.6142 2020-07-24 00:00:20,492 - mmaction - INFO - Epoch [10][520/3757] lr: 9.938e-02, eta: 5 days, 2:01:15, time: 0.936, data_time: 0.002, memory: 5237, top1_acc: 0.1500, top5_acc: 0.3320, loss_cls: 4.2681, loss: 4.2681, grad_norm: 1.6206 2020-07-24 00:00:34,019 - mmaction - INFO - Epoch [10][540/3757] lr: 9.938e-02, eta: 5 days, 2:00:59, time: 0.676, data_time: 0.003, memory: 5237, top1_acc: 0.1391, top5_acc: 0.3281, loss_cls: 4.2538, loss: 4.2538, grad_norm: 1.5954 2020-07-24 00:00:47,737 - mmaction - INFO - Epoch [10][560/3757] lr: 9.938e-02, eta: 5 days, 2:00:46, time: 0.687, data_time: 0.002, memory: 5237, top1_acc: 0.1477, top5_acc: 0.3602, loss_cls: 4.1574, loss: 4.1574, grad_norm: 1.5946 2020-07-24 00:01:01,036 - mmaction - INFO - Epoch [10][580/3757] lr: 9.938e-02, eta: 5 days, 2:00:25, time: 0.665, data_time: 0.001, memory: 5237, top1_acc: 0.1297, top5_acc: 0.3625, loss_cls: 4.1447, loss: 4.1447, grad_norm: 1.6323 2020-07-24 00:01:14,599 - mmaction - INFO - Epoch [10][600/3757] lr: 9.938e-02, eta: 5 days, 2:00:09, time: 0.678, data_time: 0.002, memory: 5237, top1_acc: 0.1586, top5_acc: 0.3438, loss_cls: 4.2586, loss: 4.2586, grad_norm: 1.6190 2020-07-24 00:01:27,925 - mmaction - INFO - Epoch [10][620/3757] lr: 9.938e-02, eta: 5 days, 1:59:49, time: 0.666, data_time: 0.002, memory: 5237, top1_acc: 0.1484, top5_acc: 0.3672, loss_cls: 4.1363, loss: 4.1363, grad_norm: 1.5899 2020-07-24 00:01:41,269 - mmaction - INFO - Epoch [10][640/3757] lr: 9.938e-02, eta: 5 days, 1:59:28, time: 0.667, data_time: 0.002, memory: 5237, top1_acc: 0.1406, top5_acc: 0.3305, loss_cls: 4.2250, loss: 4.2250, grad_norm: 1.6339 2020-07-24 00:01:53,658 - mmaction - INFO - Epoch [10][660/3757] lr: 9.938e-02, eta: 5 days, 1:58:51, time: 0.620, data_time: 0.002, memory: 5237, top1_acc: 0.1500, top5_acc: 0.3773, loss_cls: 4.0269, loss: 4.0269, grad_norm: 1.5984 2020-07-24 00:02:08,830 - mmaction - INFO - Epoch [10][680/3757] lr: 9.938e-02, eta: 5 days, 1:59:04, time: 0.758, data_time: 0.002, memory: 5237, top1_acc: 0.1633, top5_acc: 0.3695, loss_cls: 4.1248, loss: 4.1248, grad_norm: 1.6498 2020-07-24 00:02:23,408 - mmaction - INFO - Epoch [10][700/3757] lr: 9.938e-02, eta: 5 days, 1:59:08, time: 0.729, data_time: 0.002, memory: 5237, top1_acc: 0.1258, top5_acc: 0.3563, loss_cls: 4.2181, loss: 4.2181, grad_norm: 1.6496 2020-07-24 00:02:36,764 - mmaction - INFO - Epoch [10][720/3757] lr: 9.938e-02, eta: 5 days, 1:58:48, time: 0.668, data_time: 0.002, memory: 5237, top1_acc: 0.1344, top5_acc: 0.3430, loss_cls: 4.2291, loss: 4.2291, grad_norm: 1.5709 2020-07-24 00:02:50,674 - mmaction - INFO - Epoch [10][740/3757] lr: 9.938e-02, eta: 5 days, 1:58:38, time: 0.694, data_time: 0.002, memory: 5237, top1_acc: 0.1469, top5_acc: 0.3461, loss_cls: 4.2208, loss: 4.2208, grad_norm: 1.6265 2020-07-24 00:03:04,934 - mmaction - INFO - Epoch [10][760/3757] lr: 9.938e-02, eta: 5 days, 1:58:35, time: 0.715, data_time: 0.003, memory: 5237, top1_acc: 0.1516, top5_acc: 0.3703, loss_cls: 4.1298, loss: 4.1298, grad_norm: 1.6281 2020-07-24 00:03:17,325 - mmaction - INFO - Epoch [10][780/3757] lr: 9.938e-02, eta: 5 days, 1:57:57, time: 0.619, data_time: 0.002, memory: 5237, top1_acc: 0.1602, top5_acc: 0.3453, loss_cls: 4.1888, loss: 4.1888, grad_norm: 1.6149 2020-07-24 00:03:30,000 - mmaction - INFO - Epoch [10][800/3757] lr: 9.938e-02, eta: 5 days, 1:57:25, time: 0.633, data_time: 0.002, memory: 5237, top1_acc: 0.1203, top5_acc: 0.3359, loss_cls: 4.2341, loss: 4.2341, grad_norm: 1.6802 2020-07-24 00:03:43,016 - mmaction - INFO - Epoch [10][820/3757] lr: 9.938e-02, eta: 5 days, 1:56:59, time: 0.652, data_time: 0.003, memory: 5237, top1_acc: 0.1500, top5_acc: 0.3633, loss_cls: 4.2028, loss: 4.2028, grad_norm: 1.6412 2020-07-24 00:03:57,074 - mmaction - INFO - Epoch [10][840/3757] lr: 9.938e-02, eta: 5 days, 1:56:52, time: 0.702, data_time: 0.002, memory: 5237, top1_acc: 0.1516, top5_acc: 0.3453, loss_cls: 4.1983, loss: 4.1983, grad_norm: 1.6503 2020-07-24 00:04:11,347 - mmaction - INFO - Epoch [10][860/3757] lr: 9.938e-02, eta: 5 days, 1:56:49, time: 0.714, data_time: 0.002, memory: 5237, top1_acc: 0.1422, top5_acc: 0.3328, loss_cls: 4.2119, loss: 4.2119, grad_norm: 1.6062 2020-07-24 00:04:24,065 - mmaction - INFO - Epoch [10][880/3757] lr: 9.938e-02, eta: 5 days, 1:56:17, time: 0.635, data_time: 0.002, memory: 5237, top1_acc: 0.1531, top5_acc: 0.3727, loss_cls: 4.0947, loss: 4.0947, grad_norm: 1.5891 2020-07-24 00:04:37,312 - mmaction - INFO - Epoch [10][900/3757] lr: 9.938e-02, eta: 5 days, 1:55:56, time: 0.664, data_time: 0.003, memory: 5237, top1_acc: 0.1461, top5_acc: 0.3312, loss_cls: 4.1906, loss: 4.1906, grad_norm: 1.6050 2020-07-24 00:04:49,765 - mmaction - INFO - Epoch [10][920/3757] lr: 9.938e-02, eta: 5 days, 1:55:20, time: 0.622, data_time: 0.001, memory: 5237, top1_acc: 0.1461, top5_acc: 0.3500, loss_cls: 4.1919, loss: 4.1919, grad_norm: 1.5784 2020-07-24 00:05:03,119 - mmaction - INFO - Epoch [10][940/3757] lr: 9.938e-02, eta: 5 days, 1:55:00, time: 0.668, data_time: 0.001, memory: 5237, top1_acc: 0.1398, top5_acc: 0.3281, loss_cls: 4.2684, loss: 4.2684, grad_norm: 1.5986 2020-07-24 00:05:16,738 - mmaction - INFO - Epoch [10][960/3757] lr: 9.938e-02, eta: 5 days, 1:54:45, time: 0.681, data_time: 0.002, memory: 5237, top1_acc: 0.1422, top5_acc: 0.3430, loss_cls: 4.2327, loss: 4.2327, grad_norm: 1.5469 2020-07-24 00:05:31,427 - mmaction - INFO - Epoch [10][980/3757] lr: 9.938e-02, eta: 5 days, 1:54:49, time: 0.734, data_time: 0.002, memory: 5237, top1_acc: 0.1508, top5_acc: 0.3320, loss_cls: 4.2377, loss: 4.2377, grad_norm: 1.6046 2020-07-24 00:05:44,465 - mmaction - INFO - Epoch [10][1000/3757] lr: 9.938e-02, eta: 5 days, 1:54:24, time: 0.653, data_time: 0.003, memory: 5237, top1_acc: 0.1695, top5_acc: 0.3516, loss_cls: 4.1916, loss: 4.1916, grad_norm: 1.6357 2020-07-24 00:05:58,679 - mmaction - INFO - Epoch [10][1020/3757] lr: 9.938e-02, eta: 5 days, 1:54:20, time: 0.711, data_time: 0.001, memory: 5237, top1_acc: 0.1656, top5_acc: 0.3672, loss_cls: 4.1721, loss: 4.1721, grad_norm: 1.5695 2020-07-24 00:06:12,569 - mmaction - INFO - Epoch [10][1040/3757] lr: 9.938e-02, eta: 5 days, 1:54:10, time: 0.694, data_time: 0.002, memory: 5237, top1_acc: 0.1305, top5_acc: 0.3187, loss_cls: 4.3023, loss: 4.3023, grad_norm: 1.5822 2020-07-24 00:06:26,144 - mmaction - INFO - Epoch [10][1060/3757] lr: 9.938e-02, eta: 5 days, 1:53:55, time: 0.680, data_time: 0.002, memory: 5237, top1_acc: 0.1570, top5_acc: 0.3578, loss_cls: 4.2274, loss: 4.2274, grad_norm: 1.6023 2020-07-24 00:06:39,400 - mmaction - INFO - Epoch [10][1080/3757] lr: 9.938e-02, eta: 5 days, 1:53:33, time: 0.662, data_time: 0.002, memory: 5237, top1_acc: 0.1453, top5_acc: 0.3563, loss_cls: 4.1700, loss: 4.1700, grad_norm: 1.6292 2020-07-24 00:06:53,370 - mmaction - INFO - Epoch [10][1100/3757] lr: 9.938e-02, eta: 5 days, 1:53:25, time: 0.699, data_time: 0.003, memory: 5237, top1_acc: 0.1375, top5_acc: 0.3250, loss_cls: 4.2826, loss: 4.2826, grad_norm: 1.6075 2020-07-24 00:07:07,137 - mmaction - INFO - Epoch [10][1120/3757] lr: 9.938e-02, eta: 5 days, 1:53:13, time: 0.688, data_time: 0.002, memory: 5237, top1_acc: 0.1508, top5_acc: 0.3500, loss_cls: 4.2303, loss: 4.2303, grad_norm: 1.5997 2020-07-24 00:07:21,198 - mmaction - INFO - Epoch [10][1140/3757] lr: 9.938e-02, eta: 5 days, 1:53:06, time: 0.703, data_time: 0.002, memory: 5237, top1_acc: 0.1750, top5_acc: 0.3539, loss_cls: 4.1715, loss: 4.1715, grad_norm: 1.6255 2020-07-24 00:07:33,917 - mmaction - INFO - Epoch [10][1160/3757] lr: 9.938e-02, eta: 5 days, 1:52:35, time: 0.636, data_time: 0.001, memory: 5237, top1_acc: 0.1414, top5_acc: 0.3531, loss_cls: 4.1532, loss: 4.1532, grad_norm: 1.6147 2020-07-24 00:07:47,334 - mmaction - INFO - Epoch [10][1180/3757] lr: 9.938e-02, eta: 5 days, 1:52:15, time: 0.669, data_time: 0.001, memory: 5237, top1_acc: 0.1437, top5_acc: 0.3617, loss_cls: 4.1424, loss: 4.1424, grad_norm: 1.6624 2020-07-24 00:07:59,763 - mmaction - INFO - Epoch [10][1200/3757] lr: 9.938e-02, eta: 5 days, 1:51:39, time: 0.623, data_time: 0.003, memory: 5237, top1_acc: 0.1602, top5_acc: 0.3555, loss_cls: 4.1715, loss: 4.1715, grad_norm: 1.6415 2020-07-24 00:08:11,992 - mmaction - INFO - Epoch [10][1220/3757] lr: 9.938e-02, eta: 5 days, 1:50:59, time: 0.611, data_time: 0.001, memory: 5237, top1_acc: 0.1289, top5_acc: 0.3563, loss_cls: 4.2283, loss: 4.2283, grad_norm: 1.6116 2020-07-24 00:08:26,847 - mmaction - INFO - Epoch [10][1240/3757] lr: 9.938e-02, eta: 5 days, 1:51:06, time: 0.743, data_time: 0.002, memory: 5237, top1_acc: 0.1547, top5_acc: 0.3492, loss_cls: 4.1966, loss: 4.1966, grad_norm: 1.6606 2020-07-24 00:08:42,123 - mmaction - INFO - Epoch [10][1260/3757] lr: 9.938e-02, eta: 5 days, 1:51:22, time: 0.764, data_time: 0.002, memory: 5237, top1_acc: 0.1437, top5_acc: 0.3445, loss_cls: 4.2148, loss: 4.2148, grad_norm: 1.6193 2020-07-24 00:08:58,207 - mmaction - INFO - Epoch [10][1280/3757] lr: 9.938e-02, eta: 5 days, 1:51:52, time: 0.804, data_time: 0.003, memory: 5237, top1_acc: 0.1070, top5_acc: 0.3094, loss_cls: 4.3682, loss: 4.3682, grad_norm: 1.6392 2020-07-24 00:09:12,077 - mmaction - INFO - Epoch [10][1300/3757] lr: 9.938e-02, eta: 5 days, 1:51:42, time: 0.694, data_time: 0.002, memory: 5237, top1_acc: 0.1422, top5_acc: 0.3344, loss_cls: 4.2015, loss: 4.2015, grad_norm: 1.5658 2020-07-24 00:09:26,199 - mmaction - INFO - Epoch [10][1320/3757] lr: 9.938e-02, eta: 5 days, 1:51:36, time: 0.705, data_time: 0.001, memory: 5237, top1_acc: 0.1508, top5_acc: 0.3391, loss_cls: 4.2473, loss: 4.2473, grad_norm: 1.6146 2020-07-24 00:09:39,314 - mmaction - INFO - Epoch [10][1340/3757] lr: 9.938e-02, eta: 5 days, 1:51:12, time: 0.656, data_time: 0.002, memory: 5237, top1_acc: 0.1313, top5_acc: 0.3461, loss_cls: 4.2344, loss: 4.2344, grad_norm: 1.6044 2020-07-24 00:09:51,886 - mmaction - INFO - Epoch [10][1360/3757] lr: 9.938e-02, eta: 5 days, 1:50:38, time: 0.629, data_time: 0.002, memory: 5237, top1_acc: 0.1492, top5_acc: 0.3469, loss_cls: 4.2025, loss: 4.2025, grad_norm: 1.6069 2020-07-24 00:10:05,741 - mmaction - INFO - Epoch [10][1380/3757] lr: 9.938e-02, eta: 5 days, 1:50:28, time: 0.693, data_time: 0.002, memory: 5237, top1_acc: 0.1289, top5_acc: 0.3320, loss_cls: 4.2544, loss: 4.2544, grad_norm: 1.6223 2020-07-24 00:10:19,823 - mmaction - INFO - Epoch [10][1400/3757] lr: 9.938e-02, eta: 5 days, 1:50:21, time: 0.704, data_time: 0.001, memory: 5237, top1_acc: 0.1641, top5_acc: 0.3617, loss_cls: 4.1184, loss: 4.1184, grad_norm: 1.6207 2020-07-24 00:10:32,830 - mmaction - INFO - Epoch [10][1420/3757] lr: 9.938e-02, eta: 5 days, 1:49:55, time: 0.650, data_time: 0.001, memory: 5237, top1_acc: 0.1320, top5_acc: 0.3352, loss_cls: 4.2650, loss: 4.2650, grad_norm: 1.6462 2020-07-24 00:10:46,693 - mmaction - INFO - Epoch [10][1440/3757] lr: 9.938e-02, eta: 5 days, 1:49:45, time: 0.693, data_time: 0.001, memory: 5237, top1_acc: 0.1258, top5_acc: 0.3438, loss_cls: 4.2402, loss: 4.2402, grad_norm: 1.6174 2020-07-24 00:10:59,923 - mmaction - INFO - Epoch [10][1460/3757] lr: 9.938e-02, eta: 5 days, 1:49:22, time: 0.661, data_time: 0.001, memory: 5237, top1_acc: 0.1391, top5_acc: 0.3422, loss_cls: 4.2420, loss: 4.2420, grad_norm: 1.6641 2020-07-24 00:11:13,338 - mmaction - INFO - Epoch [10][1480/3757] lr: 9.938e-02, eta: 5 days, 1:49:04, time: 0.671, data_time: 0.002, memory: 5237, top1_acc: 0.1406, top5_acc: 0.3234, loss_cls: 4.2343, loss: 4.2343, grad_norm: 1.6346 2020-07-24 00:11:26,563 - mmaction - INFO - Epoch [10][1500/3757] lr: 9.938e-02, eta: 5 days, 1:48:42, time: 0.662, data_time: 0.003, memory: 5237, top1_acc: 0.1391, top5_acc: 0.3508, loss_cls: 4.1761, loss: 4.1761, grad_norm: 1.5718 2020-07-24 00:11:39,928 - mmaction - INFO - Epoch [10][1520/3757] lr: 9.938e-02, eta: 5 days, 1:48:22, time: 0.666, data_time: 0.001, memory: 5237, top1_acc: 0.1500, top5_acc: 0.3641, loss_cls: 4.1492, loss: 4.1492, grad_norm: 1.6116 2020-07-24 00:11:52,637 - mmaction - INFO - Epoch [10][1540/3757] lr: 9.938e-02, eta: 5 days, 1:47:51, time: 0.637, data_time: 0.003, memory: 5237, top1_acc: 0.1594, top5_acc: 0.3406, loss_cls: 4.2192, loss: 4.2192, grad_norm: 1.6598 2020-07-24 00:12:06,585 - mmaction - INFO - Epoch [10][1560/3757] lr: 9.938e-02, eta: 5 days, 1:47:42, time: 0.697, data_time: 0.002, memory: 5237, top1_acc: 0.1555, top5_acc: 0.3477, loss_cls: 4.1847, loss: 4.1847, grad_norm: 1.6187 2020-07-24 00:12:19,447 - mmaction - INFO - Epoch [10][1580/3757] lr: 9.938e-02, eta: 5 days, 1:47:14, time: 0.644, data_time: 0.003, memory: 5237, top1_acc: 0.1453, top5_acc: 0.3578, loss_cls: 4.2196, loss: 4.2196, grad_norm: 1.6088 2020-07-24 00:12:32,643 - mmaction - INFO - Epoch [10][1600/3757] lr: 9.938e-02, eta: 5 days, 1:46:51, time: 0.659, data_time: 0.002, memory: 5237, top1_acc: 0.1422, top5_acc: 0.3461, loss_cls: 4.1862, loss: 4.1862, grad_norm: 1.6124 2020-07-24 00:12:44,865 - mmaction - INFO - Epoch [10][1620/3757] lr: 9.938e-02, eta: 5 days, 1:46:11, time: 0.610, data_time: 0.002, memory: 5237, top1_acc: 0.1422, top5_acc: 0.3484, loss_cls: 4.2765, loss: 4.2765, grad_norm: 1.5836 2020-07-24 00:12:58,294 - mmaction - INFO - Epoch [10][1640/3757] lr: 9.938e-02, eta: 5 days, 1:45:53, time: 0.673, data_time: 0.003, memory: 5237, top1_acc: 0.1531, top5_acc: 0.3523, loss_cls: 4.1823, loss: 4.1823, grad_norm: 1.6048 2020-07-24 00:13:12,367 - mmaction - INFO - Epoch [10][1660/3757] lr: 9.938e-02, eta: 5 days, 1:45:46, time: 0.702, data_time: 0.002, memory: 5237, top1_acc: 0.1547, top5_acc: 0.3539, loss_cls: 4.1842, loss: 4.1842, grad_norm: 1.6273 2020-07-24 00:13:26,495 - mmaction - INFO - Epoch [10][1680/3757] lr: 9.938e-02, eta: 5 days, 1:45:41, time: 0.708, data_time: 0.004, memory: 5237, top1_acc: 0.1477, top5_acc: 0.3555, loss_cls: 4.1897, loss: 4.1897, grad_norm: 1.6161 2020-07-24 00:13:41,094 - mmaction - INFO - Epoch [10][1700/3757] lr: 9.938e-02, eta: 5 days, 1:45:44, time: 0.731, data_time: 0.002, memory: 5237, top1_acc: 0.1492, top5_acc: 0.3414, loss_cls: 4.2017, loss: 4.2017, grad_norm: 1.5921 2020-07-24 00:13:54,862 - mmaction - INFO - Epoch [10][1720/3757] lr: 9.938e-02, eta: 5 days, 1:45:32, time: 0.688, data_time: 0.002, memory: 5237, top1_acc: 0.1555, top5_acc: 0.3492, loss_cls: 4.1793, loss: 4.1793, grad_norm: 1.6258 2020-07-24 00:14:08,571 - mmaction - INFO - Epoch [10][1740/3757] lr: 9.938e-02, eta: 5 days, 1:45:18, time: 0.685, data_time: 0.002, memory: 5237, top1_acc: 0.1469, top5_acc: 0.3445, loss_cls: 4.2104, loss: 4.2104, grad_norm: 1.5928 2020-07-24 00:14:22,757 - mmaction - INFO - Epoch [10][1760/3757] lr: 9.938e-02, eta: 5 days, 1:45:14, time: 0.709, data_time: 0.002, memory: 5237, top1_acc: 0.1352, top5_acc: 0.3391, loss_cls: 4.2007, loss: 4.2007, grad_norm: 1.5822 2020-07-24 00:14:35,790 - mmaction - INFO - Epoch [10][1780/3757] lr: 9.938e-02, eta: 5 days, 1:44:48, time: 0.651, data_time: 0.001, memory: 5237, top1_acc: 0.1477, top5_acc: 0.3477, loss_cls: 4.2205, loss: 4.2205, grad_norm: 1.6013 2020-07-24 00:14:51,055 - mmaction - INFO - Epoch [10][1800/3757] lr: 9.938e-02, eta: 5 days, 1:45:03, time: 0.763, data_time: 0.002, memory: 5237, top1_acc: 0.1586, top5_acc: 0.3547, loss_cls: 4.1727, loss: 4.1727, grad_norm: 1.6211 2020-07-24 00:15:05,054 - mmaction - INFO - Epoch [10][1820/3757] lr: 9.938e-02, eta: 5 days, 1:44:55, time: 0.701, data_time: 0.002, memory: 5237, top1_acc: 0.1484, top5_acc: 0.3430, loss_cls: 4.2667, loss: 4.2667, grad_norm: 1.6296 2020-07-24 00:15:20,132 - mmaction - INFO - Epoch [10][1840/3757] lr: 9.938e-02, eta: 5 days, 1:45:06, time: 0.753, data_time: 0.002, memory: 5237, top1_acc: 0.1500, top5_acc: 0.3586, loss_cls: 4.2059, loss: 4.2059, grad_norm: 1.6618 2020-07-24 00:15:33,876 - mmaction - INFO - Epoch [10][1860/3757] lr: 9.938e-02, eta: 5 days, 1:44:54, time: 0.688, data_time: 0.002, memory: 5237, top1_acc: 0.1398, top5_acc: 0.3609, loss_cls: 4.1247, loss: 4.1247, grad_norm: 1.6375 2020-07-24 00:15:47,671 - mmaction - INFO - Epoch [10][1880/3757] lr: 9.938e-02, eta: 5 days, 1:44:42, time: 0.689, data_time: 0.001, memory: 5237, top1_acc: 0.1437, top5_acc: 0.3477, loss_cls: 4.2505, loss: 4.2505, grad_norm: 1.5905 2020-07-24 00:16:02,477 - mmaction - INFO - Epoch [10][1900/3757] lr: 9.938e-02, eta: 5 days, 1:44:48, time: 0.740, data_time: 0.003, memory: 5237, top1_acc: 0.1555, top5_acc: 0.3531, loss_cls: 4.2049, loss: 4.2049, grad_norm: 1.6026 2020-07-24 00:16:16,322 - mmaction - INFO - Epoch [10][1920/3757] lr: 9.938e-02, eta: 5 days, 1:44:38, time: 0.693, data_time: 0.003, memory: 5237, top1_acc: 0.1305, top5_acc: 0.3242, loss_cls: 4.3070, loss: 4.3070, grad_norm: 1.6068 2020-07-24 00:16:31,084 - mmaction - INFO - Epoch [10][1940/3757] lr: 9.938e-02, eta: 5 days, 1:44:43, time: 0.738, data_time: 0.002, memory: 5237, top1_acc: 0.1430, top5_acc: 0.3484, loss_cls: 4.2239, loss: 4.2239, grad_norm: 1.6162 2020-07-24 00:16:44,204 - mmaction - INFO - Epoch [10][1960/3757] lr: 9.938e-02, eta: 5 days, 1:44:19, time: 0.655, data_time: 0.002, memory: 5237, top1_acc: 0.1375, top5_acc: 0.3516, loss_cls: 4.3044, loss: 4.3044, grad_norm: 1.6155 2020-07-24 00:16:57,423 - mmaction - INFO - Epoch [10][1980/3757] lr: 9.938e-02, eta: 5 days, 1:43:57, time: 0.662, data_time: 0.002, memory: 5237, top1_acc: 0.1383, top5_acc: 0.3375, loss_cls: 4.2693, loss: 4.2693, grad_norm: 1.5971 2020-07-24 00:17:10,515 - mmaction - INFO - Epoch [10][2000/3757] lr: 9.938e-02, eta: 5 days, 1:43:33, time: 0.654, data_time: 0.002, memory: 5237, top1_acc: 0.1602, top5_acc: 0.3531, loss_cls: 4.1947, loss: 4.1947, grad_norm: 1.6177 2020-07-24 00:17:23,364 - mmaction - INFO - Epoch [10][2020/3757] lr: 9.938e-02, eta: 5 days, 1:43:04, time: 0.643, data_time: 0.002, memory: 5237, top1_acc: 0.1523, top5_acc: 0.3703, loss_cls: 4.0950, loss: 4.0950, grad_norm: 1.5898 2020-07-24 00:17:35,804 - mmaction - INFO - Epoch [10][2040/3757] lr: 9.938e-02, eta: 5 days, 1:42:28, time: 0.622, data_time: 0.002, memory: 5237, top1_acc: 0.1445, top5_acc: 0.3531, loss_cls: 4.1807, loss: 4.1807, grad_norm: 1.6349 2020-07-24 00:17:51,404 - mmaction - INFO - Epoch [10][2060/3757] lr: 9.938e-02, eta: 5 days, 1:42:49, time: 0.780, data_time: 0.002, memory: 5237, top1_acc: 0.1320, top5_acc: 0.3289, loss_cls: 4.2960, loss: 4.2960, grad_norm: 1.6475 2020-07-24 00:18:05,845 - mmaction - INFO - Epoch [10][2080/3757] lr: 9.938e-02, eta: 5 days, 1:42:48, time: 0.721, data_time: 0.002, memory: 5237, top1_acc: 0.1383, top5_acc: 0.3492, loss_cls: 4.1863, loss: 4.1863, grad_norm: 1.5875 2020-07-24 00:18:20,147 - mmaction - INFO - Epoch [10][2100/3757] lr: 9.938e-02, eta: 5 days, 1:42:46, time: 0.717, data_time: 0.003, memory: 5237, top1_acc: 0.1477, top5_acc: 0.3352, loss_cls: 4.2396, loss: 4.2396, grad_norm: 1.6315 2020-07-24 00:18:34,711 - mmaction - INFO - Epoch [10][2120/3757] lr: 9.938e-02, eta: 5 days, 1:42:48, time: 0.728, data_time: 0.001, memory: 5237, top1_acc: 0.1336, top5_acc: 0.3391, loss_cls: 4.2301, loss: 4.2301, grad_norm: 1.6023 2020-07-24 00:18:48,887 - mmaction - INFO - Epoch [10][2140/3757] lr: 9.938e-02, eta: 5 days, 1:42:43, time: 0.708, data_time: 0.002, memory: 5237, top1_acc: 0.1383, top5_acc: 0.3594, loss_cls: 4.1781, loss: 4.1781, grad_norm: 1.6083 2020-07-24 00:19:03,607 - mmaction - INFO - Epoch [10][2160/3757] lr: 9.938e-02, eta: 5 days, 1:42:48, time: 0.735, data_time: 0.002, memory: 5237, top1_acc: 0.1586, top5_acc: 0.3406, loss_cls: 4.1487, loss: 4.1487, grad_norm: 1.6072 2020-07-24 00:19:18,526 - mmaction - INFO - Epoch [10][2180/3757] lr: 9.938e-02, eta: 5 days, 1:42:56, time: 0.747, data_time: 0.003, memory: 5237, top1_acc: 0.1656, top5_acc: 0.3773, loss_cls: 4.0820, loss: 4.0820, grad_norm: 1.6065 2020-07-24 00:19:31,338 - mmaction - INFO - Epoch [10][2200/3757] lr: 9.938e-02, eta: 5 days, 1:42:27, time: 0.641, data_time: 0.002, memory: 5237, top1_acc: 0.1367, top5_acc: 0.3539, loss_cls: 4.1536, loss: 4.1536, grad_norm: 1.6728 2020-07-24 00:19:44,784 - mmaction - INFO - Epoch [10][2220/3757] lr: 9.938e-02, eta: 5 days, 1:42:09, time: 0.671, data_time: 0.001, memory: 5237, top1_acc: 0.1437, top5_acc: 0.3578, loss_cls: 4.1813, loss: 4.1813, grad_norm: 1.6522 2020-07-24 00:19:59,255 - mmaction - INFO - Epoch [10][2240/3757] lr: 9.938e-02, eta: 5 days, 1:42:09, time: 0.724, data_time: 0.003, memory: 5237, top1_acc: 0.1273, top5_acc: 0.3461, loss_cls: 4.2453, loss: 4.2453, grad_norm: 1.6394 2020-07-24 00:20:12,282 - mmaction - INFO - Epoch [10][2260/3757] lr: 9.938e-02, eta: 5 days, 1:41:44, time: 0.652, data_time: 0.002, memory: 5237, top1_acc: 0.1477, top5_acc: 0.3383, loss_cls: 4.1946, loss: 4.1946, grad_norm: 1.5759 2020-07-24 00:20:25,278 - mmaction - INFO - Epoch [10][2280/3757] lr: 9.938e-02, eta: 5 days, 1:41:18, time: 0.649, data_time: 0.001, memory: 5237, top1_acc: 0.1500, top5_acc: 0.3672, loss_cls: 4.1488, loss: 4.1488, grad_norm: 1.6423 2020-07-24 00:20:39,366 - mmaction - INFO - Epoch [10][2300/3757] lr: 9.938e-02, eta: 5 days, 1:41:11, time: 0.705, data_time: 0.003, memory: 5237, top1_acc: 0.1227, top5_acc: 0.3430, loss_cls: 4.2101, loss: 4.2101, grad_norm: 1.6762 2020-07-24 00:20:52,769 - mmaction - INFO - Epoch [10][2320/3757] lr: 9.938e-02, eta: 5 days, 1:40:52, time: 0.667, data_time: 0.002, memory: 5237, top1_acc: 0.1320, top5_acc: 0.3477, loss_cls: 4.2463, loss: 4.2463, grad_norm: 1.6095 2020-07-24 00:21:05,432 - mmaction - INFO - Epoch [10][2340/3757] lr: 9.938e-02, eta: 5 days, 1:40:21, time: 0.636, data_time: 0.005, memory: 5237, top1_acc: 0.1539, top5_acc: 0.3594, loss_cls: 4.1548, loss: 4.1548, grad_norm: 1.6224 2020-07-24 00:21:18,381 - mmaction - INFO - Epoch [10][2360/3757] lr: 9.938e-02, eta: 5 days, 1:39:54, time: 0.648, data_time: 0.002, memory: 5237, top1_acc: 0.1500, top5_acc: 0.3469, loss_cls: 4.2224, loss: 4.2224, grad_norm: 1.6170 2020-07-24 00:21:32,069 - mmaction - INFO - Epoch [10][2380/3757] lr: 9.938e-02, eta: 5 days, 1:39:40, time: 0.684, data_time: 0.003, memory: 5237, top1_acc: 0.1367, top5_acc: 0.3242, loss_cls: 4.3300, loss: 4.3300, grad_norm: 1.6285 2020-07-24 00:21:45,389 - mmaction - INFO - Epoch [10][2400/3757] lr: 9.938e-02, eta: 5 days, 1:39:20, time: 0.667, data_time: 0.002, memory: 5237, top1_acc: 0.1242, top5_acc: 0.3273, loss_cls: 4.2777, loss: 4.2777, grad_norm: 1.6576 2020-07-24 00:21:59,637 - mmaction - INFO - Epoch [10][2420/3757] lr: 9.938e-02, eta: 5 days, 1:39:17, time: 0.712, data_time: 0.001, memory: 5237, top1_acc: 0.1484, top5_acc: 0.3391, loss_cls: 4.2455, loss: 4.2455, grad_norm: 1.6065 2020-07-24 00:22:12,839 - mmaction - INFO - Epoch [10][2440/3757] lr: 9.938e-02, eta: 5 days, 1:38:54, time: 0.660, data_time: 0.001, memory: 5237, top1_acc: 0.1398, top5_acc: 0.3211, loss_cls: 4.3136, loss: 4.3136, grad_norm: 1.5915 2020-07-24 00:22:25,262 - mmaction - INFO - Epoch [10][2460/3757] lr: 9.938e-02, eta: 5 days, 1:38:18, time: 0.621, data_time: 0.002, memory: 5237, top1_acc: 0.1547, top5_acc: 0.3453, loss_cls: 4.2103, loss: 4.2103, grad_norm: 1.5457 2020-07-24 00:22:38,790 - mmaction - INFO - Epoch [10][2480/3757] lr: 9.938e-02, eta: 5 days, 1:38:02, time: 0.676, data_time: 0.002, memory: 5237, top1_acc: 0.1562, top5_acc: 0.3625, loss_cls: 4.1564, loss: 4.1564, grad_norm: 1.6336 2020-07-24 00:22:52,314 - mmaction - INFO - Epoch [10][2500/3757] lr: 9.938e-02, eta: 5 days, 1:37:45, time: 0.676, data_time: 0.002, memory: 5237, top1_acc: 0.1383, top5_acc: 0.3391, loss_cls: 4.2280, loss: 4.2280, grad_norm: 1.6113 2020-07-24 00:23:06,214 - mmaction - INFO - Epoch [10][2520/3757] lr: 9.938e-02, eta: 5 days, 1:37:35, time: 0.695, data_time: 0.002, memory: 5237, top1_acc: 0.1437, top5_acc: 0.3672, loss_cls: 4.1634, loss: 4.1634, grad_norm: 1.6137 2020-07-24 00:23:19,994 - mmaction - INFO - Epoch [10][2540/3757] lr: 9.938e-02, eta: 5 days, 1:37:23, time: 0.690, data_time: 0.002, memory: 5237, top1_acc: 0.1383, top5_acc: 0.3547, loss_cls: 4.1973, loss: 4.1973, grad_norm: 1.6466 2020-07-24 00:23:33,205 - mmaction - INFO - Epoch [10][2560/3757] lr: 9.938e-02, eta: 5 days, 1:37:01, time: 0.660, data_time: 0.002, memory: 5237, top1_acc: 0.1547, top5_acc: 0.3516, loss_cls: 4.1703, loss: 4.1703, grad_norm: 1.6091 2020-07-24 00:23:47,001 - mmaction - INFO - Epoch [10][2580/3757] lr: 9.938e-02, eta: 5 days, 1:36:50, time: 0.691, data_time: 0.002, memory: 5237, top1_acc: 0.1547, top5_acc: 0.3648, loss_cls: 4.1559, loss: 4.1559, grad_norm: 1.6375 2020-07-24 00:24:00,591 - mmaction - INFO - Epoch [10][2600/3757] lr: 9.938e-02, eta: 5 days, 1:36:34, time: 0.679, data_time: 0.002, memory: 5237, top1_acc: 0.1820, top5_acc: 0.3859, loss_cls: 4.0768, loss: 4.0768, grad_norm: 1.6190 2020-07-24 00:24:13,386 - mmaction - INFO - Epoch [10][2620/3757] lr: 9.938e-02, eta: 5 days, 1:36:05, time: 0.640, data_time: 0.003, memory: 5237, top1_acc: 0.1352, top5_acc: 0.3695, loss_cls: 4.1558, loss: 4.1558, grad_norm: 1.6198 2020-07-24 00:24:26,815 - mmaction - INFO - Epoch [10][2640/3757] lr: 9.938e-02, eta: 5 days, 1:35:47, time: 0.671, data_time: 0.001, memory: 5237, top1_acc: 0.1586, top5_acc: 0.3852, loss_cls: 4.1136, loss: 4.1136, grad_norm: 1.6351 2020-07-24 00:24:39,974 - mmaction - INFO - Epoch [10][2660/3757] lr: 9.938e-02, eta: 5 days, 1:35:24, time: 0.658, data_time: 0.001, memory: 5237, top1_acc: 0.1461, top5_acc: 0.3672, loss_cls: 4.1968, loss: 4.1968, grad_norm: 1.6357 2020-07-24 00:24:52,821 - mmaction - INFO - Epoch [10][2680/3757] lr: 9.938e-02, eta: 5 days, 1:34:56, time: 0.642, data_time: 0.001, memory: 5237, top1_acc: 0.1469, top5_acc: 0.3594, loss_cls: 4.1368, loss: 4.1368, grad_norm: 1.5981 2020-07-24 00:25:07,887 - mmaction - INFO - Epoch [10][2700/3757] lr: 9.938e-02, eta: 5 days, 1:35:06, time: 0.753, data_time: 0.002, memory: 5237, top1_acc: 0.1477, top5_acc: 0.3539, loss_cls: 4.1195, loss: 4.1195, grad_norm: 1.6271 2020-07-24 00:25:21,895 - mmaction - INFO - Epoch [10][2720/3757] lr: 9.938e-02, eta: 5 days, 1:34:58, time: 0.700, data_time: 0.002, memory: 5237, top1_acc: 0.1367, top5_acc: 0.3312, loss_cls: 4.2181, loss: 4.2181, grad_norm: 1.6280 2020-07-24 00:25:36,304 - mmaction - INFO - Epoch [10][2740/3757] lr: 9.938e-02, eta: 5 days, 1:34:57, time: 0.721, data_time: 0.002, memory: 5237, top1_acc: 0.1422, top5_acc: 0.3172, loss_cls: 4.2601, loss: 4.2601, grad_norm: 1.6342 2020-07-24 00:25:48,851 - mmaction - INFO - Epoch [10][2760/3757] lr: 9.938e-02, eta: 5 days, 1:34:23, time: 0.627, data_time: 0.002, memory: 5237, top1_acc: 0.1367, top5_acc: 0.3477, loss_cls: 4.2761, loss: 4.2761, grad_norm: 1.6055 2020-07-24 00:26:02,758 - mmaction - INFO - Epoch [10][2780/3757] lr: 9.938e-02, eta: 5 days, 1:34:14, time: 0.696, data_time: 0.002, memory: 5237, top1_acc: 0.1445, top5_acc: 0.3547, loss_cls: 4.1736, loss: 4.1736, grad_norm: 1.6389 2020-07-24 00:26:17,029 - mmaction - INFO - Epoch [10][2800/3757] lr: 9.938e-02, eta: 5 days, 1:34:10, time: 0.713, data_time: 0.002, memory: 5237, top1_acc: 0.1500, top5_acc: 0.3469, loss_cls: 4.1742, loss: 4.1742, grad_norm: 1.6467 2020-07-24 00:26:31,123 - mmaction - INFO - Epoch [10][2820/3757] lr: 9.938e-02, eta: 5 days, 1:34:03, time: 0.704, data_time: 0.002, memory: 5237, top1_acc: 0.1289, top5_acc: 0.3336, loss_cls: 4.2675, loss: 4.2675, grad_norm: 1.6464 2020-07-24 00:26:45,775 - mmaction - INFO - Epoch [10][2840/3757] lr: 9.938e-02, eta: 5 days, 1:34:07, time: 0.733, data_time: 0.003, memory: 5237, top1_acc: 0.1477, top5_acc: 0.3656, loss_cls: 4.1478, loss: 4.1478, grad_norm: 1.6359 2020-07-24 00:26:59,589 - mmaction - INFO - Epoch [10][2860/3757] lr: 9.938e-02, eta: 5 days, 1:33:56, time: 0.692, data_time: 0.003, memory: 5237, top1_acc: 0.1562, top5_acc: 0.3305, loss_cls: 4.2886, loss: 4.2886, grad_norm: 1.6411 2020-07-24 00:27:12,526 - mmaction - INFO - Epoch [10][2880/3757] lr: 9.938e-02, eta: 5 days, 1:33:29, time: 0.646, data_time: 0.001, memory: 5237, top1_acc: 0.1414, top5_acc: 0.3430, loss_cls: 4.2064, loss: 4.2064, grad_norm: 1.5790 2020-07-24 00:27:25,365 - mmaction - INFO - Epoch [10][2900/3757] lr: 9.938e-02, eta: 5 days, 1:33:00, time: 0.640, data_time: 0.002, memory: 5237, top1_acc: 0.1547, top5_acc: 0.3648, loss_cls: 4.1579, loss: 4.1579, grad_norm: 1.5969 2020-07-24 00:27:38,656 - mmaction - INFO - Epoch [10][2920/3757] lr: 9.938e-02, eta: 5 days, 1:32:40, time: 0.667, data_time: 0.004, memory: 5237, top1_acc: 0.1562, top5_acc: 0.3680, loss_cls: 4.1751, loss: 4.1751, grad_norm: 1.6111 2020-07-24 00:27:52,681 - mmaction - INFO - Epoch [10][2940/3757] lr: 9.938e-02, eta: 5 days, 1:32:32, time: 0.700, data_time: 0.002, memory: 5237, top1_acc: 0.1352, top5_acc: 0.3109, loss_cls: 4.3265, loss: 4.3265, grad_norm: 1.6032 2020-07-24 00:28:06,265 - mmaction - INFO - Epoch [10][2960/3757] lr: 9.938e-02, eta: 5 days, 1:32:17, time: 0.681, data_time: 0.003, memory: 5237, top1_acc: 0.1508, top5_acc: 0.3563, loss_cls: 4.1856, loss: 4.1856, grad_norm: 1.6125 2020-07-24 00:28:19,626 - mmaction - INFO - Epoch [10][2980/3757] lr: 9.938e-02, eta: 5 days, 1:31:57, time: 0.667, data_time: 0.001, memory: 5237, top1_acc: 0.1484, top5_acc: 0.3625, loss_cls: 4.1441, loss: 4.1441, grad_norm: 1.6483 2020-07-24 00:28:34,072 - mmaction - INFO - Epoch [10][3000/3757] lr: 9.938e-02, eta: 5 days, 1:31:57, time: 0.723, data_time: 0.003, memory: 5237, top1_acc: 0.1523, top5_acc: 0.3508, loss_cls: 4.2318, loss: 4.2318, grad_norm: 1.6812 2020-07-24 00:28:47,259 - mmaction - INFO - Epoch [10][3020/3757] lr: 9.938e-02, eta: 5 days, 1:31:35, time: 0.659, data_time: 0.001, memory: 5237, top1_acc: 0.1328, top5_acc: 0.3445, loss_cls: 4.2416, loss: 4.2416, grad_norm: 1.6279 2020-07-24 00:29:00,164 - mmaction - INFO - Epoch [10][3040/3757] lr: 9.938e-02, eta: 5 days, 1:31:07, time: 0.645, data_time: 0.002, memory: 5237, top1_acc: 0.1430, top5_acc: 0.3578, loss_cls: 4.1761, loss: 4.1761, grad_norm: 1.6154 2020-07-24 00:29:14,401 - mmaction - INFO - Epoch [10][3060/3757] lr: 9.938e-02, eta: 5 days, 1:31:03, time: 0.713, data_time: 0.002, memory: 5237, top1_acc: 0.1523, top5_acc: 0.3758, loss_cls: 4.1359, loss: 4.1359, grad_norm: 1.6557 2020-07-24 00:29:27,334 - mmaction - INFO - Epoch [10][3080/3757] lr: 9.938e-02, eta: 5 days, 1:30:36, time: 0.645, data_time: 0.001, memory: 5237, top1_acc: 0.1445, top5_acc: 0.3477, loss_cls: 4.1907, loss: 4.1907, grad_norm: 1.6500 2020-07-24 00:29:40,608 - mmaction - INFO - Epoch [10][3100/3757] lr: 9.938e-02, eta: 5 days, 1:30:16, time: 0.664, data_time: 0.003, memory: 5237, top1_acc: 0.1289, top5_acc: 0.3492, loss_cls: 4.1732, loss: 4.1732, grad_norm: 1.6251 2020-07-24 00:29:53,190 - mmaction - INFO - Epoch [10][3120/3757] lr: 9.938e-02, eta: 5 days, 1:29:43, time: 0.630, data_time: 0.003, memory: 5237, top1_acc: 0.1516, top5_acc: 0.3773, loss_cls: 4.0685, loss: 4.0685, grad_norm: 1.6677 2020-07-24 00:30:06,546 - mmaction - INFO - Epoch [10][3140/3757] lr: 9.938e-02, eta: 5 days, 1:29:23, time: 0.665, data_time: 0.001, memory: 5237, top1_acc: 0.1437, top5_acc: 0.3664, loss_cls: 4.1150, loss: 4.1150, grad_norm: 1.6433 2020-07-24 00:30:19,919 - mmaction - INFO - Epoch [10][3160/3757] lr: 9.938e-02, eta: 5 days, 1:29:05, time: 0.671, data_time: 0.004, memory: 5237, top1_acc: 0.1469, top5_acc: 0.3609, loss_cls: 4.2073, loss: 4.2073, grad_norm: 1.6318 2020-07-24 00:30:34,678 - mmaction - INFO - Epoch [10][3180/3757] lr: 9.938e-02, eta: 5 days, 1:29:10, time: 0.738, data_time: 0.002, memory: 5237, top1_acc: 0.1750, top5_acc: 0.3633, loss_cls: 4.1522, loss: 4.1522, grad_norm: 1.6270 2020-07-24 00:30:48,228 - mmaction - INFO - Epoch [10][3200/3757] lr: 9.938e-02, eta: 5 days, 1:28:54, time: 0.678, data_time: 0.002, memory: 5237, top1_acc: 0.1531, top5_acc: 0.3930, loss_cls: 4.0457, loss: 4.0457, grad_norm: 1.6535 2020-07-24 00:31:00,924 - mmaction - INFO - Epoch [10][3220/3757] lr: 9.938e-02, eta: 5 days, 1:28:23, time: 0.634, data_time: 0.002, memory: 5237, top1_acc: 0.1516, top5_acc: 0.3602, loss_cls: 4.2420, loss: 4.2420, grad_norm: 1.6656 2020-07-24 00:31:13,362 - mmaction - INFO - Epoch [10][3240/3757] lr: 9.938e-02, eta: 5 days, 1:27:48, time: 0.622, data_time: 0.002, memory: 5237, top1_acc: 0.1414, top5_acc: 0.3625, loss_cls: 4.2106, loss: 4.2106, grad_norm: 1.6103 2020-07-24 00:31:25,914 - mmaction - INFO - Epoch [10][3260/3757] lr: 9.938e-02, eta: 5 days, 1:27:15, time: 0.628, data_time: 0.001, memory: 5237, top1_acc: 0.1461, top5_acc: 0.3492, loss_cls: 4.2847, loss: 4.2847, grad_norm: 1.6404 2020-07-24 00:31:39,385 - mmaction - INFO - Epoch [10][3280/3757] lr: 9.938e-02, eta: 5 days, 1:26:57, time: 0.673, data_time: 0.002, memory: 5237, top1_acc: 0.1555, top5_acc: 0.3656, loss_cls: 4.1654, loss: 4.1654, grad_norm: 1.6176 2020-07-24 00:31:52,292 - mmaction - INFO - Epoch [10][3300/3757] lr: 9.938e-02, eta: 5 days, 1:26:30, time: 0.644, data_time: 0.002, memory: 5237, top1_acc: 0.1594, top5_acc: 0.3812, loss_cls: 4.0979, loss: 4.0979, grad_norm: 1.6611 2020-07-24 00:32:05,567 - mmaction - INFO - Epoch [10][3320/3757] lr: 9.938e-02, eta: 5 days, 1:26:09, time: 0.663, data_time: 0.003, memory: 5237, top1_acc: 0.1375, top5_acc: 0.3398, loss_cls: 4.2154, loss: 4.2154, grad_norm: 1.6293 2020-07-24 00:32:18,510 - mmaction - INFO - Epoch [10][3340/3757] lr: 9.938e-02, eta: 5 days, 1:25:43, time: 0.649, data_time: 0.003, memory: 5237, top1_acc: 0.1461, top5_acc: 0.3406, loss_cls: 4.2246, loss: 4.2246, grad_norm: 1.6362 2020-07-24 00:32:30,923 - mmaction - INFO - Epoch [10][3360/3757] lr: 9.938e-02, eta: 5 days, 1:25:08, time: 0.620, data_time: 0.001, memory: 5237, top1_acc: 0.1391, top5_acc: 0.3641, loss_cls: 4.1916, loss: 4.1916, grad_norm: 1.6618 2020-07-24 00:32:43,453 - mmaction - INFO - Epoch [10][3380/3757] lr: 9.938e-02, eta: 5 days, 1:24:34, time: 0.627, data_time: 0.002, memory: 5237, top1_acc: 0.1289, top5_acc: 0.3406, loss_cls: 4.1714, loss: 4.1714, grad_norm: 1.6734 2020-07-24 00:32:55,945 - mmaction - INFO - Epoch [10][3400/3757] lr: 9.938e-02, eta: 5 days, 1:24:00, time: 0.624, data_time: 0.002, memory: 5237, top1_acc: 0.1641, top5_acc: 0.3539, loss_cls: 4.1890, loss: 4.1890, grad_norm: 1.5788 2020-07-24 00:33:08,712 - mmaction - INFO - Epoch [10][3420/3757] lr: 9.938e-02, eta: 5 days, 1:23:31, time: 0.639, data_time: 0.002, memory: 5237, top1_acc: 0.1437, top5_acc: 0.3555, loss_cls: 4.2191, loss: 4.2191, grad_norm: 1.5902 2020-07-24 00:33:22,457 - mmaction - INFO - Epoch [10][3440/3757] lr: 9.938e-02, eta: 5 days, 1:23:18, time: 0.687, data_time: 0.002, memory: 5237, top1_acc: 0.1430, top5_acc: 0.3625, loss_cls: 4.1764, loss: 4.1764, grad_norm: 1.6412 2020-07-24 00:33:36,772 - mmaction - INFO - Epoch [10][3460/3757] lr: 9.938e-02, eta: 5 days, 1:23:15, time: 0.715, data_time: 0.002, memory: 5237, top1_acc: 0.1523, top5_acc: 0.3734, loss_cls: 4.1593, loss: 4.1593, grad_norm: 1.6506 2020-07-24 00:33:51,413 - mmaction - INFO - Epoch [10][3480/3757] lr: 9.938e-02, eta: 5 days, 1:23:19, time: 0.733, data_time: 0.003, memory: 5237, top1_acc: 0.1578, top5_acc: 0.3547, loss_cls: 4.1370, loss: 4.1370, grad_norm: 1.6054 2020-07-24 00:34:04,355 - mmaction - INFO - Epoch [10][3500/3757] lr: 9.938e-02, eta: 5 days, 1:22:52, time: 0.647, data_time: 0.001, memory: 5237, top1_acc: 0.1383, top5_acc: 0.3531, loss_cls: 4.1737, loss: 4.1737, grad_norm: 1.6524 2020-07-24 00:34:18,238 - mmaction - INFO - Epoch [10][3520/3757] lr: 9.938e-02, eta: 5 days, 1:22:42, time: 0.694, data_time: 0.002, memory: 5237, top1_acc: 0.1289, top5_acc: 0.3234, loss_cls: 4.2999, loss: 4.2999, grad_norm: 1.6655 2020-07-24 00:34:33,008 - mmaction - INFO - Epoch [10][3540/3757] lr: 9.938e-02, eta: 5 days, 1:22:47, time: 0.739, data_time: 0.002, memory: 5237, top1_acc: 0.1484, top5_acc: 0.3477, loss_cls: 4.1795, loss: 4.1795, grad_norm: 1.5767 2020-07-24 00:34:46,541 - mmaction - INFO - Epoch [10][3560/3757] lr: 9.938e-02, eta: 5 days, 1:22:31, time: 0.677, data_time: 0.001, memory: 5237, top1_acc: 0.1414, top5_acc: 0.3438, loss_cls: 4.2248, loss: 4.2248, grad_norm: 1.6450 2020-07-24 00:34:59,875 - mmaction - INFO - Epoch [10][3580/3757] lr: 9.938e-02, eta: 5 days, 1:22:11, time: 0.666, data_time: 0.001, memory: 5237, top1_acc: 0.1375, top5_acc: 0.3547, loss_cls: 4.2498, loss: 4.2498, grad_norm: 1.6174 2020-07-24 00:35:13,286 - mmaction - INFO - Epoch [10][3600/3757] lr: 9.938e-02, eta: 5 days, 1:21:53, time: 0.670, data_time: 0.002, memory: 5237, top1_acc: 0.1680, top5_acc: 0.3797, loss_cls: 4.1211, loss: 4.1211, grad_norm: 1.6217 2020-07-24 00:35:27,111 - mmaction - INFO - Epoch [10][3620/3757] lr: 9.938e-02, eta: 5 days, 1:21:42, time: 0.693, data_time: 0.004, memory: 5237, top1_acc: 0.1477, top5_acc: 0.3602, loss_cls: 4.1511, loss: 4.1511, grad_norm: 1.6868 2020-07-24 00:35:40,325 - mmaction - INFO - Epoch [10][3640/3757] lr: 9.938e-02, eta: 5 days, 1:21:20, time: 0.660, data_time: 0.001, memory: 5237, top1_acc: 0.1680, top5_acc: 0.3555, loss_cls: 4.2530, loss: 4.2530, grad_norm: 1.6361 2020-07-24 00:35:53,931 - mmaction - INFO - Epoch [10][3660/3757] lr: 9.938e-02, eta: 5 days, 1:21:05, time: 0.681, data_time: 0.003, memory: 5237, top1_acc: 0.1383, top5_acc: 0.3352, loss_cls: 4.2790, loss: 4.2790, grad_norm: 1.5992 2020-07-24 00:36:07,107 - mmaction - INFO - Epoch [10][3680/3757] lr: 9.938e-02, eta: 5 days, 1:20:43, time: 0.658, data_time: 0.001, memory: 5237, top1_acc: 0.1445, top5_acc: 0.3477, loss_cls: 4.2412, loss: 4.2412, grad_norm: 1.6022 2020-07-24 00:36:19,777 - mmaction - INFO - Epoch [10][3700/3757] lr: 9.938e-02, eta: 5 days, 1:20:12, time: 0.634, data_time: 0.002, memory: 5237, top1_acc: 0.1406, top5_acc: 0.3445, loss_cls: 4.2176, loss: 4.2176, grad_norm: 1.6129 2020-07-24 00:36:32,535 - mmaction - INFO - Epoch [10][3720/3757] lr: 9.938e-02, eta: 5 days, 1:19:43, time: 0.638, data_time: 0.001, memory: 5237, top1_acc: 0.1547, top5_acc: 0.3523, loss_cls: 4.1547, loss: 4.1547, grad_norm: 1.6571 2020-07-24 00:36:45,143 - mmaction - INFO - Epoch [10][3740/3757] lr: 9.938e-02, eta: 5 days, 1:19:11, time: 0.630, data_time: 0.001, memory: 5237, top1_acc: 0.1516, top5_acc: 0.3461, loss_cls: 4.1453, loss: 4.1453, grad_norm: 1.6491 2020-07-24 00:37:06,093 - mmaction - INFO - Saving checkpoint at 10 epochs 2020-07-24 00:41:21,392 - mmaction - INFO - Epoch [11][20/3757] lr: 9.924e-02, eta: 5 days, 2:23:13, time: 12.646, data_time: 11.843, memory: 5237, top1_acc: 0.1391, top5_acc: 0.3422, loss_cls: 4.2546, loss: 4.2546, grad_norm: 1.6619 2020-07-24 00:41:34,666 - mmaction - INFO - Epoch [11][40/3757] lr: 9.924e-02, eta: 5 days, 2:22:50, time: 0.663, data_time: 0.002, memory: 5237, top1_acc: 0.1555, top5_acc: 0.3742, loss_cls: 4.1461, loss: 4.1461, grad_norm: 1.6466 2020-07-24 00:41:48,255 - mmaction - INFO - Epoch [11][60/3757] lr: 9.924e-02, eta: 5 days, 2:22:33, time: 0.680, data_time: 0.003, memory: 5237, top1_acc: 0.1562, top5_acc: 0.3461, loss_cls: 4.1470, loss: 4.1470, grad_norm: 1.6280 2020-07-24 00:42:01,156 - mmaction - INFO - Epoch [11][80/3757] lr: 9.924e-02, eta: 5 days, 2:22:04, time: 0.645, data_time: 0.003, memory: 5237, top1_acc: 0.1602, top5_acc: 0.3617, loss_cls: 4.1495, loss: 4.1495, grad_norm: 1.6751 2020-07-24 00:42:14,187 - mmaction - INFO - Epoch [11][100/3757] lr: 9.924e-02, eta: 5 days, 2:21:37, time: 0.652, data_time: 0.002, memory: 5237, top1_acc: 0.1617, top5_acc: 0.3570, loss_cls: 4.1069, loss: 4.1069, grad_norm: 1.6917 2020-07-24 00:42:27,048 - mmaction - INFO - Epoch [11][120/3757] lr: 9.924e-02, eta: 5 days, 2:21:08, time: 0.643, data_time: 0.002, memory: 5237, top1_acc: 0.1547, top5_acc: 0.3586, loss_cls: 4.1736, loss: 4.1736, grad_norm: 1.6726 2020-07-24 00:42:40,799 - mmaction - INFO - Epoch [11][140/3757] lr: 9.924e-02, eta: 5 days, 2:20:53, time: 0.688, data_time: 0.002, memory: 5237, top1_acc: 0.1352, top5_acc: 0.3398, loss_cls: 4.2403, loss: 4.2403, grad_norm: 1.6166 2020-07-24 00:42:54,013 - mmaction - INFO - Epoch [11][160/3757] lr: 9.924e-02, eta: 5 days, 2:20:30, time: 0.660, data_time: 0.001, memory: 5237, top1_acc: 0.1516, top5_acc: 0.3719, loss_cls: 4.1709, loss: 4.1709, grad_norm: 1.6390 2020-07-24 00:43:06,787 - mmaction - INFO - Epoch [11][180/3757] lr: 9.924e-02, eta: 5 days, 2:19:58, time: 0.638, data_time: 0.002, memory: 5237, top1_acc: 0.1547, top5_acc: 0.3625, loss_cls: 4.1613, loss: 4.1613, grad_norm: 1.6317 2020-07-24 00:43:19,540 - mmaction - INFO - Epoch [11][200/3757] lr: 9.924e-02, eta: 5 days, 2:19:27, time: 0.639, data_time: 0.003, memory: 5237, top1_acc: 0.1625, top5_acc: 0.3797, loss_cls: 4.0744, loss: 4.0744, grad_norm: 1.6287 2020-07-24 00:43:31,789 - mmaction - INFO - Epoch [11][220/3757] lr: 9.924e-02, eta: 5 days, 2:18:47, time: 0.612, data_time: 0.001, memory: 5237, top1_acc: 0.1555, top5_acc: 0.3500, loss_cls: 4.1965, loss: 4.1965, grad_norm: 1.6681 2020-07-24 00:43:44,291 - mmaction - INFO - Epoch [11][240/3757] lr: 9.924e-02, eta: 5 days, 2:18:12, time: 0.625, data_time: 0.002, memory: 5237, top1_acc: 0.1500, top5_acc: 0.3695, loss_cls: 4.1722, loss: 4.1722, grad_norm: 1.6530 2020-07-24 00:43:56,665 - mmaction - INFO - Epoch [11][260/3757] lr: 9.924e-02, eta: 5 days, 2:17:34, time: 0.618, data_time: 0.002, memory: 5237, top1_acc: 0.1508, top5_acc: 0.3359, loss_cls: 4.2029, loss: 4.2029, grad_norm: 1.6862 2020-07-24 00:44:09,429 - mmaction - INFO - Epoch [11][280/3757] lr: 9.924e-02, eta: 5 days, 2:17:03, time: 0.638, data_time: 0.002, memory: 5237, top1_acc: 0.1406, top5_acc: 0.3516, loss_cls: 4.1498, loss: 4.1498, grad_norm: 1.6842 2020-07-24 00:44:21,702 - mmaction - INFO - Epoch [11][300/3757] lr: 9.924e-02, eta: 5 days, 2:16:23, time: 0.614, data_time: 0.002, memory: 5237, top1_acc: 0.1383, top5_acc: 0.3469, loss_cls: 4.1824, loss: 4.1824, grad_norm: 1.7149 2020-07-24 00:44:34,698 - mmaction - INFO - Epoch [11][320/3757] lr: 9.924e-02, eta: 5 days, 2:15:56, time: 0.650, data_time: 0.002, memory: 5237, top1_acc: 0.1602, top5_acc: 0.3742, loss_cls: 4.1352, loss: 4.1352, grad_norm: 1.6524 2020-07-24 00:44:47,591 - mmaction - INFO - Epoch [11][340/3757] lr: 9.924e-02, eta: 5 days, 2:15:27, time: 0.643, data_time: 0.002, memory: 5237, top1_acc: 0.1648, top5_acc: 0.3797, loss_cls: 4.0870, loss: 4.0870, grad_norm: 1.6480 2020-07-24 00:45:01,818 - mmaction - INFO - Epoch [11][360/3757] lr: 9.924e-02, eta: 5 days, 2:15:21, time: 0.712, data_time: 0.003, memory: 5237, top1_acc: 0.1500, top5_acc: 0.3711, loss_cls: 4.1762, loss: 4.1762, grad_norm: 1.6375 2020-07-24 00:45:16,140 - mmaction - INFO - Epoch [11][380/3757] lr: 9.924e-02, eta: 5 days, 2:15:16, time: 0.716, data_time: 0.003, memory: 5237, top1_acc: 0.1562, top5_acc: 0.3500, loss_cls: 4.1455, loss: 4.1455, grad_norm: 1.5884 2020-07-24 00:45:30,140 - mmaction - INFO - Epoch [11][400/3757] lr: 9.924e-02, eta: 5 days, 2:15:06, time: 0.700, data_time: 0.002, memory: 5237, top1_acc: 0.1602, top5_acc: 0.3789, loss_cls: 4.1152, loss: 4.1152, grad_norm: 1.6477 2020-07-24 00:45:42,679 - mmaction - INFO - Epoch [11][420/3757] lr: 9.924e-02, eta: 5 days, 2:14:31, time: 0.627, data_time: 0.003, memory: 5237, top1_acc: 0.1406, top5_acc: 0.3297, loss_cls: 4.2087, loss: 4.2087, grad_norm: 1.6800 2020-07-24 00:45:56,143 - mmaction - INFO - Epoch [11][440/3757] lr: 9.924e-02, eta: 5 days, 2:14:11, time: 0.673, data_time: 0.002, memory: 5237, top1_acc: 0.1469, top5_acc: 0.3516, loss_cls: 4.2108, loss: 4.2108, grad_norm: 1.6340 2020-07-24 00:46:09,725 - mmaction - INFO - Epoch [11][460/3757] lr: 9.924e-02, eta: 5 days, 2:13:54, time: 0.680, data_time: 0.003, memory: 5237, top1_acc: 0.1352, top5_acc: 0.3492, loss_cls: 4.2650, loss: 4.2650, grad_norm: 1.5700 2020-07-24 00:46:21,817 - mmaction - INFO - Epoch [11][480/3757] lr: 9.924e-02, eta: 5 days, 2:13:12, time: 0.604, data_time: 0.002, memory: 5237, top1_acc: 0.1648, top5_acc: 0.3766, loss_cls: 4.1360, loss: 4.1360, grad_norm: 1.6474 2020-07-24 00:46:35,029 - mmaction - INFO - Epoch [11][500/3757] lr: 9.924e-02, eta: 5 days, 2:12:48, time: 0.660, data_time: 0.002, memory: 5237, top1_acc: 0.1430, top5_acc: 0.3812, loss_cls: 4.1007, loss: 4.1007, grad_norm: 1.6649 2020-07-24 00:46:48,157 - mmaction - INFO - Epoch [11][520/3757] lr: 9.924e-02, eta: 5 days, 2:12:23, time: 0.656, data_time: 0.003, memory: 5237, top1_acc: 0.1516, top5_acc: 0.3555, loss_cls: 4.2301, loss: 4.2301, grad_norm: 1.6639 2020-07-24 00:47:03,147 - mmaction - INFO - Epoch [11][540/3757] lr: 9.924e-02, eta: 5 days, 2:12:30, time: 0.750, data_time: 0.002, memory: 5237, top1_acc: 0.1430, top5_acc: 0.3414, loss_cls: 4.2122, loss: 4.2122, grad_norm: 1.6359 2020-07-24 00:47:17,365 - mmaction - INFO - Epoch [11][560/3757] lr: 9.924e-02, eta: 5 days, 2:12:23, time: 0.711, data_time: 0.004, memory: 5237, top1_acc: 0.1516, top5_acc: 0.3547, loss_cls: 4.1393, loss: 4.1393, grad_norm: 1.6522 2020-07-24 00:47:29,739 - mmaction - INFO - Epoch [11][580/3757] lr: 9.924e-02, eta: 5 days, 2:11:46, time: 0.618, data_time: 0.002, memory: 5237, top1_acc: 0.1742, top5_acc: 0.3891, loss_cls: 4.0747, loss: 4.0747, grad_norm: 1.6588 2020-07-24 00:47:42,919 - mmaction - INFO - Epoch [11][600/3757] lr: 9.924e-02, eta: 5 days, 2:11:22, time: 0.660, data_time: 0.003, memory: 5237, top1_acc: 0.1523, top5_acc: 0.3648, loss_cls: 4.1451, loss: 4.1451, grad_norm: 1.6647 2020-07-24 00:47:57,430 - mmaction - INFO - Epoch [11][620/3757] lr: 9.924e-02, eta: 5 days, 2:11:21, time: 0.726, data_time: 0.002, memory: 5237, top1_acc: 0.1484, top5_acc: 0.3742, loss_cls: 4.1172, loss: 4.1172, grad_norm: 1.6050 2020-07-24 00:48:10,354 - mmaction - INFO - Epoch [11][640/3757] lr: 9.924e-02, eta: 5 days, 2:10:52, time: 0.645, data_time: 0.001, memory: 5237, top1_acc: 0.1555, top5_acc: 0.3602, loss_cls: 4.1403, loss: 4.1403, grad_norm: 1.6364 2020-07-24 00:48:23,684 - mmaction - INFO - Epoch [11][660/3757] lr: 9.924e-02, eta: 5 days, 2:10:31, time: 0.666, data_time: 0.002, memory: 5237, top1_acc: 0.1586, top5_acc: 0.3672, loss_cls: 4.1492, loss: 4.1492, grad_norm: 1.6780 2020-07-24 00:48:37,320 - mmaction - INFO - Epoch [11][680/3757] lr: 9.924e-02, eta: 5 days, 2:10:15, time: 0.683, data_time: 0.002, memory: 5237, top1_acc: 0.1414, top5_acc: 0.3477, loss_cls: 4.2098, loss: 4.2098, grad_norm: 1.6812 2020-07-24 00:48:51,951 - mmaction - INFO - Epoch [11][700/3757] lr: 9.924e-02, eta: 5 days, 2:10:15, time: 0.731, data_time: 0.001, memory: 5237, top1_acc: 0.1523, top5_acc: 0.3672, loss_cls: 4.1448, loss: 4.1448, grad_norm: 1.6258 2020-07-24 00:49:05,829 - mmaction - INFO - Epoch [11][720/3757] lr: 9.924e-02, eta: 5 days, 2:10:02, time: 0.694, data_time: 0.001, memory: 5237, top1_acc: 0.1609, top5_acc: 0.3789, loss_cls: 4.0928, loss: 4.0928, grad_norm: 1.6225 2020-07-24 00:49:20,132 - mmaction - INFO - Epoch [11][740/3757] lr: 9.924e-02, eta: 5 days, 2:09:57, time: 0.715, data_time: 0.002, memory: 5237, top1_acc: 0.1523, top5_acc: 0.3609, loss_cls: 4.0806, loss: 4.0806, grad_norm: 1.6743 2020-07-24 00:49:35,331 - mmaction - INFO - Epoch [11][760/3757] lr: 9.924e-02, eta: 5 days, 2:10:07, time: 0.761, data_time: 0.002, memory: 5237, top1_acc: 0.1500, top5_acc: 0.3430, loss_cls: 4.2274, loss: 4.2274, grad_norm: 1.6617 2020-07-24 00:49:48,250 - mmaction - INFO - Epoch [11][780/3757] lr: 9.924e-02, eta: 5 days, 2:09:39, time: 0.646, data_time: 0.001, memory: 5237, top1_acc: 0.1570, top5_acc: 0.3844, loss_cls: 4.0143, loss: 4.0143, grad_norm: 1.6712 2020-07-24 00:50:01,086 - mmaction - INFO - Epoch [11][800/3757] lr: 9.924e-02, eta: 5 days, 2:09:09, time: 0.642, data_time: 0.001, memory: 5237, top1_acc: 0.1492, top5_acc: 0.3844, loss_cls: 4.0601, loss: 4.0601, grad_norm: 1.6626 2020-07-24 00:50:14,883 - mmaction - INFO - Epoch [11][820/3757] lr: 9.924e-02, eta: 5 days, 2:08:55, time: 0.689, data_time: 0.002, memory: 5237, top1_acc: 0.1367, top5_acc: 0.3547, loss_cls: 4.2087, loss: 4.2087, grad_norm: 1.6723 2020-07-24 00:50:28,787 - mmaction - INFO - Epoch [11][840/3757] lr: 9.924e-02, eta: 5 days, 2:08:43, time: 0.694, data_time: 0.003, memory: 5237, top1_acc: 0.1531, top5_acc: 0.3453, loss_cls: 4.1948, loss: 4.1948, grad_norm: 1.6378 2020-07-24 00:50:42,936 - mmaction - INFO - Epoch [11][860/3757] lr: 9.924e-02, eta: 5 days, 2:08:36, time: 0.709, data_time: 0.003, memory: 5237, top1_acc: 0.1414, top5_acc: 0.3594, loss_cls: 4.1048, loss: 4.1048, grad_norm: 1.6544 2020-07-24 00:50:56,178 - mmaction - INFO - Epoch [11][880/3757] lr: 9.924e-02, eta: 5 days, 2:08:13, time: 0.661, data_time: 0.001, memory: 5237, top1_acc: 0.1422, top5_acc: 0.3438, loss_cls: 4.1856, loss: 4.1856, grad_norm: 1.6757 2020-07-24 00:51:10,589 - mmaction - INFO - Epoch [11][900/3757] lr: 9.924e-02, eta: 5 days, 2:08:09, time: 0.720, data_time: 0.002, memory: 5237, top1_acc: 0.1508, top5_acc: 0.3422, loss_cls: 4.1842, loss: 4.1842, grad_norm: 1.6552 2020-07-24 00:51:23,746 - mmaction - INFO - Epoch [11][920/3757] lr: 9.924e-02, eta: 5 days, 2:07:45, time: 0.659, data_time: 0.003, memory: 5237, top1_acc: 0.1508, top5_acc: 0.3445, loss_cls: 4.1336, loss: 4.1336, grad_norm: 1.6590 2020-07-24 00:51:37,867 - mmaction - INFO - Epoch [11][940/3757] lr: 9.924e-02, eta: 5 days, 2:07:37, time: 0.706, data_time: 0.002, memory: 5237, top1_acc: 0.1695, top5_acc: 0.3703, loss_cls: 4.1097, loss: 4.1097, grad_norm: 1.6380 2020-07-24 00:51:50,126 - mmaction - INFO - Epoch [11][960/3757] lr: 9.924e-02, eta: 5 days, 2:06:58, time: 0.614, data_time: 0.002, memory: 5237, top1_acc: 0.1594, top5_acc: 0.3672, loss_cls: 4.1329, loss: 4.1329, grad_norm: 1.6636 2020-07-24 00:52:03,672 - mmaction - INFO - Epoch [11][980/3757] lr: 9.924e-02, eta: 5 days, 2:06:39, time: 0.674, data_time: 0.002, memory: 5237, top1_acc: 0.1492, top5_acc: 0.3633, loss_cls: 4.1639, loss: 4.1639, grad_norm: 1.6554 2020-07-24 00:52:17,306 - mmaction - INFO - Epoch [11][1000/3757] lr: 9.924e-02, eta: 5 days, 2:06:24, time: 0.684, data_time: 0.005, memory: 5237, top1_acc: 0.1602, top5_acc: 0.3609, loss_cls: 4.1481, loss: 4.1481, grad_norm: 1.6349 2020-07-24 00:52:32,252 - mmaction - INFO - Epoch [11][1020/3757] lr: 9.924e-02, eta: 5 days, 2:06:29, time: 0.748, data_time: 0.002, memory: 5237, top1_acc: 0.1391, top5_acc: 0.3609, loss_cls: 4.1423, loss: 4.1423, grad_norm: 1.6348 2020-07-24 00:52:45,463 - mmaction - INFO - Epoch [11][1040/3757] lr: 9.924e-02, eta: 5 days, 2:06:06, time: 0.660, data_time: 0.001, memory: 5237, top1_acc: 0.1469, top5_acc: 0.3656, loss_cls: 4.1843, loss: 4.1843, grad_norm: 1.6668 2020-07-24 00:52:59,052 - mmaction - INFO - Epoch [11][1060/3757] lr: 9.924e-02, eta: 5 days, 2:05:49, time: 0.679, data_time: 0.002, memory: 5237, top1_acc: 0.1562, top5_acc: 0.3750, loss_cls: 4.1677, loss: 4.1677, grad_norm: 1.6323 2020-07-24 00:53:11,275 - mmaction - INFO - Epoch [11][1080/3757] lr: 9.924e-02, eta: 5 days, 2:05:09, time: 0.611, data_time: 0.001, memory: 5237, top1_acc: 0.1437, top5_acc: 0.3461, loss_cls: 4.2069, loss: 4.2069, grad_norm: 1.6305 2020-07-24 00:53:24,075 - mmaction - INFO - Epoch [11][1100/3757] lr: 9.924e-02, eta: 5 days, 2:04:39, time: 0.640, data_time: 0.002, memory: 5237, top1_acc: 0.1672, top5_acc: 0.3688, loss_cls: 4.1449, loss: 4.1449, grad_norm: 1.6199 2020-07-24 00:53:37,545 - mmaction - INFO - Epoch [11][1120/3757] lr: 9.924e-02, eta: 5 days, 2:04:20, time: 0.673, data_time: 0.002, memory: 5237, top1_acc: 0.1492, top5_acc: 0.3484, loss_cls: 4.2054, loss: 4.2054, grad_norm: 1.6426 2020-07-24 00:53:50,088 - mmaction - INFO - Epoch [11][1140/3757] lr: 9.924e-02, eta: 5 days, 2:03:46, time: 0.627, data_time: 0.002, memory: 5237, top1_acc: 0.1516, top5_acc: 0.3641, loss_cls: 4.1567, loss: 4.1567, grad_norm: 1.6370 2020-07-24 00:54:03,499 - mmaction - INFO - Epoch [11][1160/3757] lr: 9.924e-02, eta: 5 days, 2:03:26, time: 0.670, data_time: 0.002, memory: 5237, top1_acc: 0.1437, top5_acc: 0.3602, loss_cls: 4.1878, loss: 4.1878, grad_norm: 1.6092 2020-07-24 00:54:16,578 - mmaction - INFO - Epoch [11][1180/3757] lr: 9.924e-02, eta: 5 days, 2:03:00, time: 0.654, data_time: 0.002, memory: 5237, top1_acc: 0.1617, top5_acc: 0.3734, loss_cls: 4.1211, loss: 4.1211, grad_norm: 1.6527 2020-07-24 00:54:29,144 - mmaction - INFO - Epoch [11][1200/3757] lr: 9.924e-02, eta: 5 days, 2:02:27, time: 0.629, data_time: 0.003, memory: 5237, top1_acc: 0.1547, top5_acc: 0.3656, loss_cls: 4.1852, loss: 4.1852, grad_norm: 1.6296 2020-07-24 00:54:42,620 - mmaction - INFO - Epoch [11][1220/3757] lr: 9.924e-02, eta: 5 days, 2:02:08, time: 0.674, data_time: 0.002, memory: 5237, top1_acc: 0.1547, top5_acc: 0.3648, loss_cls: 4.1602, loss: 4.1602, grad_norm: 1.6836 2020-07-24 00:54:55,377 - mmaction - INFO - Epoch [11][1240/3757] lr: 9.924e-02, eta: 5 days, 2:01:37, time: 0.638, data_time: 0.001, memory: 5237, top1_acc: 0.1500, top5_acc: 0.3469, loss_cls: 4.2253, loss: 4.2253, grad_norm: 1.6624 2020-07-24 00:55:08,612 - mmaction - INFO - Epoch [11][1260/3757] lr: 9.924e-02, eta: 5 days, 2:01:14, time: 0.661, data_time: 0.001, memory: 5237, top1_acc: 0.1555, top5_acc: 0.3602, loss_cls: 4.1588, loss: 4.1588, grad_norm: 1.6451 2020-07-24 00:55:23,076 - mmaction - INFO - Epoch [11][1280/3757] lr: 9.924e-02, eta: 5 days, 2:01:12, time: 0.722, data_time: 0.003, memory: 5237, top1_acc: 0.1695, top5_acc: 0.3742, loss_cls: 4.1549, loss: 4.1549, grad_norm: 1.6452 2020-07-24 00:55:37,339 - mmaction - INFO - Epoch [11][1300/3757] lr: 9.924e-02, eta: 5 days, 2:01:06, time: 0.714, data_time: 0.003, memory: 5237, top1_acc: 0.1477, top5_acc: 0.3703, loss_cls: 4.1241, loss: 4.1241, grad_norm: 1.6727 2020-07-24 00:55:52,299 - mmaction - INFO - Epoch [11][1320/3757] lr: 9.924e-02, eta: 5 days, 2:01:11, time: 0.748, data_time: 0.001, memory: 5237, top1_acc: 0.1477, top5_acc: 0.3484, loss_cls: 4.1964, loss: 4.1964, grad_norm: 1.6604 2020-07-24 00:56:05,191 - mmaction - INFO - Epoch [11][1340/3757] lr: 9.924e-02, eta: 5 days, 2:00:43, time: 0.644, data_time: 0.001, memory: 5237, top1_acc: 0.1539, top5_acc: 0.3578, loss_cls: 4.1740, loss: 4.1740, grad_norm: 1.6361 2020-07-24 00:56:18,855 - mmaction - INFO - Epoch [11][1360/3757] lr: 9.924e-02, eta: 5 days, 2:00:27, time: 0.683, data_time: 0.002, memory: 5237, top1_acc: 0.1500, top5_acc: 0.3477, loss_cls: 4.1778, loss: 4.1778, grad_norm: 1.6250 2020-07-24 00:56:33,126 - mmaction - INFO - Epoch [11][1380/3757] lr: 9.924e-02, eta: 5 days, 2:00:21, time: 0.713, data_time: 0.002, memory: 5237, top1_acc: 0.1594, top5_acc: 0.3797, loss_cls: 4.0681, loss: 4.0681, grad_norm: 1.6670 2020-07-24 00:56:46,144 - mmaction - INFO - Epoch [11][1400/3757] lr: 9.924e-02, eta: 5 days, 1:59:55, time: 0.651, data_time: 0.003, memory: 5237, top1_acc: 0.1578, top5_acc: 0.3641, loss_cls: 4.1716, loss: 4.1716, grad_norm: 1.6403 2020-07-24 00:56:58,993 - mmaction - INFO - Epoch [11][1420/3757] lr: 9.924e-02, eta: 5 days, 1:59:26, time: 0.641, data_time: 0.002, memory: 5237, top1_acc: 0.1578, top5_acc: 0.3633, loss_cls: 4.1250, loss: 4.1250, grad_norm: 1.6203 2020-07-24 00:57:12,456 - mmaction - INFO - Epoch [11][1440/3757] lr: 9.924e-02, eta: 5 days, 1:59:07, time: 0.674, data_time: 0.003, memory: 5237, top1_acc: 0.1445, top5_acc: 0.3500, loss_cls: 4.1720, loss: 4.1720, grad_norm: 1.6972 2020-07-24 00:57:25,312 - mmaction - INFO - Epoch [11][1460/3757] lr: 9.924e-02, eta: 5 days, 1:58:38, time: 0.643, data_time: 0.001, memory: 5237, top1_acc: 0.1461, top5_acc: 0.3609, loss_cls: 4.1704, loss: 4.1704, grad_norm: 1.6404 2020-07-24 00:57:38,085 - mmaction - INFO - Epoch [11][1480/3757] lr: 9.924e-02, eta: 5 days, 1:58:08, time: 0.639, data_time: 0.001, memory: 5237, top1_acc: 0.1422, top5_acc: 0.3500, loss_cls: 4.1230, loss: 4.1230, grad_norm: 1.6239 2020-07-24 00:57:51,320 - mmaction - INFO - Epoch [11][1500/3757] lr: 9.924e-02, eta: 5 days, 1:57:45, time: 0.661, data_time: 0.002, memory: 5237, top1_acc: 0.1531, top5_acc: 0.3555, loss_cls: 4.1446, loss: 4.1446, grad_norm: 1.6697 2020-07-24 00:58:04,889 - mmaction - INFO - Epoch [11][1520/3757] lr: 9.924e-02, eta: 5 days, 1:57:28, time: 0.679, data_time: 0.002, memory: 5237, top1_acc: 0.1461, top5_acc: 0.3391, loss_cls: 4.2132, loss: 4.2132, grad_norm: 1.6628 2020-07-24 00:58:17,425 - mmaction - INFO - Epoch [11][1540/3757] lr: 9.924e-02, eta: 5 days, 1:56:54, time: 0.626, data_time: 0.002, memory: 5237, top1_acc: 0.1523, top5_acc: 0.3453, loss_cls: 4.1523, loss: 4.1523, grad_norm: 1.6376 2020-07-24 00:58:30,747 - mmaction - INFO - Epoch [11][1560/3757] lr: 9.924e-02, eta: 5 days, 1:56:33, time: 0.667, data_time: 0.002, memory: 5237, top1_acc: 0.1414, top5_acc: 0.3461, loss_cls: 4.2272, loss: 4.2272, grad_norm: 1.6268 2020-07-24 00:58:43,488 - mmaction - INFO - Epoch [11][1580/3757] lr: 9.924e-02, eta: 5 days, 1:56:02, time: 0.637, data_time: 0.002, memory: 5237, top1_acc: 0.1523, top5_acc: 0.3492, loss_cls: 4.1827, loss: 4.1827, grad_norm: 1.6105 2020-07-24 00:58:57,277 - mmaction - INFO - Epoch [11][1600/3757] lr: 9.924e-02, eta: 5 days, 1:55:48, time: 0.689, data_time: 0.001, memory: 5237, top1_acc: 0.1516, top5_acc: 0.3563, loss_cls: 4.1601, loss: 4.1601, grad_norm: 1.6101 2020-07-24 00:59:10,094 - mmaction - INFO - Epoch [11][1620/3757] lr: 9.924e-02, eta: 5 days, 1:55:19, time: 0.641, data_time: 0.002, memory: 5237, top1_acc: 0.1586, top5_acc: 0.3625, loss_cls: 4.2012, loss: 4.2012, grad_norm: 1.6133 2020-07-24 00:59:23,450 - mmaction - INFO - Epoch [11][1640/3757] lr: 9.924e-02, eta: 5 days, 1:54:58, time: 0.668, data_time: 0.002, memory: 5237, top1_acc: 0.1547, top5_acc: 0.3500, loss_cls: 4.1349, loss: 4.1349, grad_norm: 1.5787 2020-07-24 00:59:36,932 - mmaction - INFO - Epoch [11][1660/3757] lr: 9.924e-02, eta: 5 days, 1:54:39, time: 0.674, data_time: 0.001, memory: 5237, top1_acc: 0.1469, top5_acc: 0.3563, loss_cls: 4.1962, loss: 4.1962, grad_norm: 1.6365 2020-07-24 00:59:50,002 - mmaction - INFO - Epoch [11][1680/3757] lr: 9.924e-02, eta: 5 days, 1:54:14, time: 0.654, data_time: 0.002, memory: 5237, top1_acc: 0.1586, top5_acc: 0.3742, loss_cls: 4.1106, loss: 4.1106, grad_norm: 1.6550 2020-07-24 01:00:09,474 - mmaction - INFO - Epoch [11][1700/3757] lr: 9.924e-02, eta: 5 days, 1:55:32, time: 0.971, data_time: 0.001, memory: 5237, top1_acc: 0.1469, top5_acc: 0.3680, loss_cls: 4.1443, loss: 4.1443, grad_norm: 1.7196 2020-07-24 01:00:25,022 - mmaction - INFO - Epoch [11][1720/3757] lr: 9.924e-02, eta: 5 days, 1:55:47, time: 0.778, data_time: 0.004, memory: 5237, top1_acc: 0.1484, top5_acc: 0.3453, loss_cls: 4.2190, loss: 4.2190, grad_norm: 1.6540 2020-07-24 01:00:40,041 - mmaction - INFO - Epoch [11][1740/3757] lr: 9.924e-02, eta: 5 days, 1:55:54, time: 0.752, data_time: 0.004, memory: 5237, top1_acc: 0.1586, top5_acc: 0.3500, loss_cls: 4.1775, loss: 4.1775, grad_norm: 1.6328 2020-07-24 01:00:54,526 - mmaction - INFO - Epoch [11][1760/3757] lr: 9.924e-02, eta: 5 days, 1:55:52, time: 0.725, data_time: 0.002, memory: 5237, top1_acc: 0.1461, top5_acc: 0.3406, loss_cls: 4.2036, loss: 4.2036, grad_norm: 1.6406 2020-07-24 01:01:07,311 - mmaction - INFO - Epoch [11][1780/3757] lr: 9.924e-02, eta: 5 days, 1:55:22, time: 0.639, data_time: 0.001, memory: 5237, top1_acc: 0.1641, top5_acc: 0.3625, loss_cls: 4.1284, loss: 4.1284, grad_norm: 1.6583 2020-07-24 01:01:20,608 - mmaction - INFO - Epoch [11][1800/3757] lr: 9.924e-02, eta: 5 days, 1:55:00, time: 0.664, data_time: 0.002, memory: 5237, top1_acc: 0.1664, top5_acc: 0.3859, loss_cls: 4.0492, loss: 4.0492, grad_norm: 1.7146 2020-07-24 01:01:34,235 - mmaction - INFO - Epoch [11][1820/3757] lr: 9.924e-02, eta: 5 days, 1:54:44, time: 0.682, data_time: 0.003, memory: 5237, top1_acc: 0.1477, top5_acc: 0.3789, loss_cls: 4.1111, loss: 4.1111, grad_norm: 1.6379 2020-07-24 01:01:48,308 - mmaction - INFO - Epoch [11][1840/3757] lr: 9.924e-02, eta: 5 days, 1:54:34, time: 0.703, data_time: 0.002, memory: 5237, top1_acc: 0.1547, top5_acc: 0.3320, loss_cls: 4.2542, loss: 4.2542, grad_norm: 1.6890 2020-07-24 01:02:01,924 - mmaction - INFO - Epoch [11][1860/3757] lr: 9.924e-02, eta: 5 days, 1:54:18, time: 0.680, data_time: 0.002, memory: 5237, top1_acc: 0.1320, top5_acc: 0.3266, loss_cls: 4.2713, loss: 4.2713, grad_norm: 1.6904 2020-07-24 01:02:16,972 - mmaction - INFO - Epoch [11][1880/3757] lr: 9.924e-02, eta: 5 days, 1:54:25, time: 0.753, data_time: 0.003, memory: 5237, top1_acc: 0.1484, top5_acc: 0.3539, loss_cls: 4.2014, loss: 4.2014, grad_norm: 1.6243 2020-07-24 01:02:30,082 - mmaction - INFO - Epoch [11][1900/3757] lr: 9.924e-02, eta: 5 days, 1:54:00, time: 0.656, data_time: 0.002, memory: 5237, top1_acc: 0.1500, top5_acc: 0.3602, loss_cls: 4.1173, loss: 4.1173, grad_norm: 1.6807 2020-07-24 01:02:43,085 - mmaction - INFO - Epoch [11][1920/3757] lr: 9.924e-02, eta: 5 days, 1:53:34, time: 0.651, data_time: 0.002, memory: 5237, top1_acc: 0.1602, top5_acc: 0.3633, loss_cls: 4.1545, loss: 4.1545, grad_norm: 1.6903 2020-07-24 01:02:56,190 - mmaction - INFO - Epoch [11][1940/3757] lr: 9.924e-02, eta: 5 days, 1:53:09, time: 0.655, data_time: 0.001, memory: 5237, top1_acc: 0.1523, top5_acc: 0.3594, loss_cls: 4.1806, loss: 4.1806, grad_norm: 1.6875 2020-07-24 01:03:11,415 - mmaction - INFO - Epoch [11][1960/3757] lr: 9.924e-02, eta: 5 days, 1:53:19, time: 0.762, data_time: 0.002, memory: 5237, top1_acc: 0.1414, top5_acc: 0.3469, loss_cls: 4.2769, loss: 4.2769, grad_norm: 1.6226 2020-07-24 01:03:24,525 - mmaction - INFO - Epoch [11][1980/3757] lr: 9.924e-02, eta: 5 days, 1:52:54, time: 0.654, data_time: 0.001, memory: 5237, top1_acc: 0.1664, top5_acc: 0.3742, loss_cls: 4.1487, loss: 4.1487, grad_norm: 1.6280 2020-07-24 01:03:37,645 - mmaction - INFO - Epoch [11][2000/3757] lr: 9.924e-02, eta: 5 days, 1:52:29, time: 0.656, data_time: 0.002, memory: 5237, top1_acc: 0.1484, top5_acc: 0.3805, loss_cls: 4.1014, loss: 4.1014, grad_norm: 1.6797 2020-07-24 01:03:50,719 - mmaction - INFO - Epoch [11][2020/3757] lr: 9.924e-02, eta: 5 days, 1:52:04, time: 0.655, data_time: 0.002, memory: 5237, top1_acc: 0.1516, top5_acc: 0.3531, loss_cls: 4.1680, loss: 4.1680, grad_norm: 1.6984 2020-07-24 01:04:04,992 - mmaction - INFO - Epoch [11][2040/3757] lr: 9.924e-02, eta: 5 days, 1:51:58, time: 0.713, data_time: 0.002, memory: 5237, top1_acc: 0.1469, top5_acc: 0.3547, loss_cls: 4.1301, loss: 4.1301, grad_norm: 1.6923 2020-07-24 01:04:18,791 - mmaction - INFO - Epoch [11][2060/3757] lr: 9.924e-02, eta: 5 days, 1:51:45, time: 0.689, data_time: 0.002, memory: 5237, top1_acc: 0.1445, top5_acc: 0.3641, loss_cls: 4.1623, loss: 4.1623, grad_norm: 1.7157 2020-07-24 01:04:31,959 - mmaction - INFO - Epoch [11][2080/3757] lr: 9.924e-02, eta: 5 days, 1:51:21, time: 0.660, data_time: 0.002, memory: 5237, top1_acc: 0.1609, top5_acc: 0.3750, loss_cls: 4.1087, loss: 4.1087, grad_norm: 1.6530 2020-07-24 01:04:46,280 - mmaction - INFO - Epoch [11][2100/3757] lr: 9.924e-02, eta: 5 days, 1:51:16, time: 0.715, data_time: 0.002, memory: 5237, top1_acc: 0.1508, top5_acc: 0.3594, loss_cls: 4.1467, loss: 4.1467, grad_norm: 1.6593 2020-07-24 01:04:59,895 - mmaction - INFO - Epoch [11][2120/3757] lr: 9.924e-02, eta: 5 days, 1:51:00, time: 0.681, data_time: 0.002, memory: 5237, top1_acc: 0.1328, top5_acc: 0.3453, loss_cls: 4.2030, loss: 4.2030, grad_norm: 1.6670 2020-07-24 01:05:13,628 - mmaction - INFO - Epoch [11][2140/3757] lr: 9.924e-02, eta: 5 days, 1:50:45, time: 0.685, data_time: 0.001, memory: 5237, top1_acc: 0.1617, top5_acc: 0.3695, loss_cls: 4.1389, loss: 4.1389, grad_norm: 1.6604 2020-07-24 01:05:27,091 - mmaction - INFO - Epoch [11][2160/3757] lr: 9.924e-02, eta: 5 days, 1:50:26, time: 0.673, data_time: 0.003, memory: 5237, top1_acc: 0.1477, top5_acc: 0.3508, loss_cls: 4.2252, loss: 4.2252, grad_norm: 1.6532 2020-07-24 01:05:41,315 - mmaction - INFO - Epoch [11][2180/3757] lr: 9.924e-02, eta: 5 days, 1:50:19, time: 0.712, data_time: 0.003, memory: 5237, top1_acc: 0.1688, top5_acc: 0.3695, loss_cls: 4.1156, loss: 4.1156, grad_norm: 1.6623 2020-07-24 01:05:54,575 - mmaction - INFO - Epoch [11][2200/3757] lr: 9.924e-02, eta: 5 days, 1:49:57, time: 0.663, data_time: 0.002, memory: 5237, top1_acc: 0.1719, top5_acc: 0.3750, loss_cls: 4.1835, loss: 4.1835, grad_norm: 1.6606 2020-07-24 01:06:08,644 - mmaction - INFO - Epoch [11][2220/3757] lr: 9.924e-02, eta: 5 days, 1:49:48, time: 0.703, data_time: 0.002, memory: 5237, top1_acc: 0.1594, top5_acc: 0.3719, loss_cls: 4.1375, loss: 4.1375, grad_norm: 1.6844 2020-07-24 01:06:21,811 - mmaction - INFO - Epoch [11][2240/3757] lr: 9.924e-02, eta: 5 days, 1:49:24, time: 0.658, data_time: 0.003, memory: 5237, top1_acc: 0.1398, top5_acc: 0.3516, loss_cls: 4.1921, loss: 4.1921, grad_norm: 1.6805 2020-07-24 01:06:34,589 - mmaction - INFO - Epoch [11][2260/3757] lr: 9.924e-02, eta: 5 days, 1:48:55, time: 0.640, data_time: 0.003, memory: 5237, top1_acc: 0.1570, top5_acc: 0.3641, loss_cls: 4.1355, loss: 4.1355, grad_norm: 1.6247 2020-07-24 01:06:47,178 - mmaction - INFO - Epoch [11][2280/3757] lr: 9.924e-02, eta: 5 days, 1:48:22, time: 0.629, data_time: 0.002, memory: 5237, top1_acc: 0.1437, top5_acc: 0.3648, loss_cls: 4.1317, loss: 4.1317, grad_norm: 1.6391 2020-07-24 01:07:00,644 - mmaction - INFO - Epoch [11][2300/3757] lr: 9.924e-02, eta: 5 days, 1:48:03, time: 0.673, data_time: 0.002, memory: 5237, top1_acc: 0.1391, top5_acc: 0.3531, loss_cls: 4.1774, loss: 4.1774, grad_norm: 1.6648 2020-07-24 01:07:13,527 - mmaction - INFO - Epoch [11][2320/3757] lr: 9.924e-02, eta: 5 days, 1:47:35, time: 0.644, data_time: 0.002, memory: 5237, top1_acc: 0.1336, top5_acc: 0.3609, loss_cls: 4.2334, loss: 4.2334, grad_norm: 1.6354 2020-07-24 01:07:27,361 - mmaction - INFO - Epoch [11][2340/3757] lr: 9.924e-02, eta: 5 days, 1:47:22, time: 0.692, data_time: 0.002, memory: 5237, top1_acc: 0.1414, top5_acc: 0.3383, loss_cls: 4.2397, loss: 4.2397, grad_norm: 1.6510 2020-07-24 01:07:41,326 - mmaction - INFO - Epoch [11][2360/3757] lr: 9.924e-02, eta: 5 days, 1:47:11, time: 0.698, data_time: 0.001, memory: 5237, top1_acc: 0.1477, top5_acc: 0.3531, loss_cls: 4.1734, loss: 4.1734, grad_norm: 1.6402 2020-07-24 01:07:54,722 - mmaction - INFO - Epoch [11][2380/3757] lr: 9.924e-02, eta: 5 days, 1:46:51, time: 0.670, data_time: 0.001, memory: 5237, top1_acc: 0.1578, top5_acc: 0.3766, loss_cls: 4.1449, loss: 4.1449, grad_norm: 1.6350 2020-07-24 01:08:07,686 - mmaction - INFO - Epoch [11][2400/3757] lr: 9.924e-02, eta: 5 days, 1:46:24, time: 0.647, data_time: 0.001, memory: 5237, top1_acc: 0.1562, top5_acc: 0.3477, loss_cls: 4.1996, loss: 4.1996, grad_norm: 1.6767 2020-07-24 01:08:21,320 - mmaction - INFO - Epoch [11][2420/3757] lr: 9.924e-02, eta: 5 days, 1:46:08, time: 0.682, data_time: 0.002, memory: 5237, top1_acc: 0.1523, top5_acc: 0.3375, loss_cls: 4.2100, loss: 4.2100, grad_norm: 1.6329 2020-07-24 01:08:33,950 - mmaction - INFO - Epoch [11][2440/3757] lr: 9.924e-02, eta: 5 days, 1:45:36, time: 0.632, data_time: 0.002, memory: 5237, top1_acc: 0.1367, top5_acc: 0.3500, loss_cls: 4.1596, loss: 4.1596, grad_norm: 1.6467 2020-07-24 01:08:48,359 - mmaction - INFO - Epoch [11][2460/3757] lr: 9.924e-02, eta: 5 days, 1:45:32, time: 0.720, data_time: 0.002, memory: 5237, top1_acc: 0.1562, top5_acc: 0.3625, loss_cls: 4.1669, loss: 4.1669, grad_norm: 1.6138 2020-07-24 01:09:01,949 - mmaction - INFO - Epoch [11][2480/3757] lr: 9.924e-02, eta: 5 days, 1:45:16, time: 0.680, data_time: 0.003, memory: 5237, top1_acc: 0.1430, top5_acc: 0.3359, loss_cls: 4.2022, loss: 4.2022, grad_norm: 1.6392 2020-07-24 01:09:14,151 - mmaction - INFO - Epoch [11][2500/3757] lr: 9.924e-02, eta: 5 days, 1:44:37, time: 0.610, data_time: 0.001, memory: 5237, top1_acc: 0.1609, top5_acc: 0.3711, loss_cls: 4.0884, loss: 4.0884, grad_norm: 1.6552 2020-07-24 01:09:26,725 - mmaction - INFO - Epoch [11][2520/3757] lr: 9.924e-02, eta: 5 days, 1:44:04, time: 0.628, data_time: 0.002, memory: 5237, top1_acc: 0.1547, top5_acc: 0.3609, loss_cls: 4.1379, loss: 4.1379, grad_norm: 1.6791 2020-07-24 01:09:40,156 - mmaction - INFO - Epoch [11][2540/3757] lr: 9.924e-02, eta: 5 days, 1:43:45, time: 0.672, data_time: 0.002, memory: 5237, top1_acc: 0.1359, top5_acc: 0.3641, loss_cls: 4.1249, loss: 4.1249, grad_norm: 1.6343 2020-07-24 01:09:53,716 - mmaction - INFO - Epoch [11][2560/3757] lr: 9.924e-02, eta: 5 days, 1:43:27, time: 0.678, data_time: 0.002, memory: 5237, top1_acc: 0.1375, top5_acc: 0.3461, loss_cls: 4.1859, loss: 4.1859, grad_norm: 1.6053 2020-07-24 01:10:07,808 - mmaction - INFO - Epoch [11][2580/3757] lr: 9.924e-02, eta: 5 days, 1:43:18, time: 0.704, data_time: 0.003, memory: 5237, top1_acc: 0.1586, top5_acc: 0.3547, loss_cls: 4.1724, loss: 4.1724, grad_norm: 1.6584 2020-07-24 01:10:20,855 - mmaction - INFO - Epoch [11][2600/3757] lr: 9.924e-02, eta: 5 days, 1:42:53, time: 0.653, data_time: 0.002, memory: 5237, top1_acc: 0.1719, top5_acc: 0.3766, loss_cls: 4.1021, loss: 4.1021, grad_norm: 1.6622 2020-07-24 01:10:34,586 - mmaction - INFO - Epoch [11][2620/3757] lr: 9.924e-02, eta: 5 days, 1:42:39, time: 0.687, data_time: 0.002, memory: 5237, top1_acc: 0.1406, top5_acc: 0.3656, loss_cls: 4.1477, loss: 4.1477, grad_norm: 1.6636 2020-07-24 01:10:47,659 - mmaction - INFO - Epoch [11][2640/3757] lr: 9.924e-02, eta: 5 days, 1:42:14, time: 0.654, data_time: 0.002, memory: 5237, top1_acc: 0.1430, top5_acc: 0.3445, loss_cls: 4.1662, loss: 4.1662, grad_norm: 1.6622 2020-07-24 01:10:59,991 - mmaction - INFO - Epoch [11][2660/3757] lr: 9.924e-02, eta: 5 days, 1:41:37, time: 0.616, data_time: 0.001, memory: 5237, top1_acc: 0.1477, top5_acc: 0.3391, loss_cls: 4.2463, loss: 4.2463, grad_norm: 1.6847 2020-07-24 01:11:13,097 - mmaction - INFO - Epoch [11][2680/3757] lr: 9.924e-02, eta: 5 days, 1:41:13, time: 0.655, data_time: 0.002, memory: 5237, top1_acc: 0.1461, top5_acc: 0.3609, loss_cls: 4.1860, loss: 4.1860, grad_norm: 1.6495 2020-07-24 01:11:27,387 - mmaction - INFO - Epoch [11][2700/3757] lr: 9.924e-02, eta: 5 days, 1:41:07, time: 0.714, data_time: 0.002, memory: 5237, top1_acc: 0.1469, top5_acc: 0.3547, loss_cls: 4.1806, loss: 4.1806, grad_norm: 1.6263 2020-07-24 01:11:41,253 - mmaction - INFO - Epoch [11][2720/3757] lr: 9.924e-02, eta: 5 days, 1:40:55, time: 0.693, data_time: 0.003, memory: 5237, top1_acc: 0.1367, top5_acc: 0.3516, loss_cls: 4.1936, loss: 4.1936, grad_norm: 1.6640 2020-07-24 01:11:54,056 - mmaction - INFO - Epoch [11][2740/3757] lr: 9.924e-02, eta: 5 days, 1:40:26, time: 0.641, data_time: 0.002, memory: 5237, top1_acc: 0.1453, top5_acc: 0.3617, loss_cls: 4.1677, loss: 4.1677, grad_norm: 1.6641 2020-07-24 01:12:07,299 - mmaction - INFO - Epoch [11][2760/3757] lr: 9.924e-02, eta: 5 days, 1:40:03, time: 0.661, data_time: 0.001, memory: 5237, top1_acc: 0.1617, top5_acc: 0.3461, loss_cls: 4.2254, loss: 4.2254, grad_norm: 1.6359 2020-07-24 01:12:20,554 - mmaction - INFO - Epoch [11][2780/3757] lr: 9.924e-02, eta: 5 days, 1:39:41, time: 0.663, data_time: 0.002, memory: 5237, top1_acc: 0.1406, top5_acc: 0.3617, loss_cls: 4.1802, loss: 4.1802, grad_norm: 1.6340 2020-07-24 01:12:33,979 - mmaction - INFO - Epoch [11][2800/3757] lr: 9.924e-02, eta: 5 days, 1:39:22, time: 0.672, data_time: 0.002, memory: 5237, top1_acc: 0.1602, top5_acc: 0.3414, loss_cls: 4.1943, loss: 4.1943, grad_norm: 1.6571 2020-07-24 01:12:48,234 - mmaction - INFO - Epoch [11][2820/3757] lr: 9.924e-02, eta: 5 days, 1:39:16, time: 0.713, data_time: 0.002, memory: 5237, top1_acc: 0.1688, top5_acc: 0.3883, loss_cls: 4.0670, loss: 4.0670, grad_norm: 1.6355 2020-07-24 01:13:01,468 - mmaction - INFO - Epoch [11][2840/3757] lr: 9.924e-02, eta: 5 days, 1:38:53, time: 0.660, data_time: 0.003, memory: 5237, top1_acc: 0.1367, top5_acc: 0.3305, loss_cls: 4.2491, loss: 4.2491, grad_norm: 1.7112 2020-07-24 01:13:14,693 - mmaction - INFO - Epoch [11][2860/3757] lr: 9.924e-02, eta: 5 days, 1:38:31, time: 0.662, data_time: 0.003, memory: 5237, top1_acc: 0.1531, top5_acc: 0.3461, loss_cls: 4.1710, loss: 4.1710, grad_norm: 1.6275 2020-07-24 01:13:29,061 - mmaction - INFO - Epoch [11][2880/3757] lr: 9.924e-02, eta: 5 days, 1:38:27, time: 0.718, data_time: 0.002, memory: 5237, top1_acc: 0.1484, top5_acc: 0.3617, loss_cls: 4.2330, loss: 4.2330, grad_norm: 1.6417 2020-07-24 01:13:41,762 - mmaction - INFO - Epoch [11][2900/3757] lr: 9.924e-02, eta: 5 days, 1:37:56, time: 0.635, data_time: 0.002, memory: 5237, top1_acc: 0.1539, top5_acc: 0.3867, loss_cls: 4.1276, loss: 4.1276, grad_norm: 1.6351 2020-07-24 01:13:54,999 - mmaction - INFO - Epoch [11][2920/3757] lr: 9.924e-02, eta: 5 days, 1:37:34, time: 0.661, data_time: 0.002, memory: 5237, top1_acc: 0.1508, top5_acc: 0.3602, loss_cls: 4.1578, loss: 4.1578, grad_norm: 1.6742 2020-07-24 01:14:08,239 - mmaction - INFO - Epoch [11][2940/3757] lr: 9.924e-02, eta: 5 days, 1:37:12, time: 0.662, data_time: 0.003, memory: 5237, top1_acc: 0.1539, top5_acc: 0.3617, loss_cls: 4.1382, loss: 4.1382, grad_norm: 1.6645 2020-07-24 01:14:21,625 - mmaction - INFO - Epoch [11][2960/3757] lr: 9.924e-02, eta: 5 days, 1:36:52, time: 0.670, data_time: 0.003, memory: 5237, top1_acc: 0.1414, top5_acc: 0.3508, loss_cls: 4.2144, loss: 4.2144, grad_norm: 1.7053 2020-07-24 01:14:35,068 - mmaction - INFO - Epoch [11][2980/3757] lr: 9.924e-02, eta: 5 days, 1:36:33, time: 0.673, data_time: 0.002, memory: 5237, top1_acc: 0.1453, top5_acc: 0.3672, loss_cls: 4.1002, loss: 4.1002, grad_norm: 1.6489 2020-07-24 01:14:47,378 - mmaction - INFO - Epoch [11][3000/3757] lr: 9.924e-02, eta: 5 days, 1:35:56, time: 0.614, data_time: 0.001, memory: 5237, top1_acc: 0.1508, top5_acc: 0.3516, loss_cls: 4.2011, loss: 4.2011, grad_norm: 1.6606 2020-07-24 01:15:00,781 - mmaction - INFO - Epoch [11][3020/3757] lr: 9.924e-02, eta: 5 days, 1:35:37, time: 0.671, data_time: 0.003, memory: 5237, top1_acc: 0.1516, top5_acc: 0.3453, loss_cls: 4.1753, loss: 4.1753, grad_norm: 1.6620 2020-07-24 01:15:12,890 - mmaction - INFO - Epoch [11][3040/3757] lr: 9.924e-02, eta: 5 days, 1:34:57, time: 0.606, data_time: 0.002, memory: 5237, top1_acc: 0.1641, top5_acc: 0.3805, loss_cls: 4.0993, loss: 4.0993, grad_norm: 1.6374 2020-07-24 01:15:26,097 - mmaction - INFO - Epoch [11][3060/3757] lr: 9.924e-02, eta: 5 days, 1:34:34, time: 0.660, data_time: 0.003, memory: 5237, top1_acc: 0.1461, top5_acc: 0.3531, loss_cls: 4.2091, loss: 4.2091, grad_norm: 1.6921 2020-07-24 01:15:39,325 - mmaction - INFO - Epoch [11][3080/3757] lr: 9.924e-02, eta: 5 days, 1:34:12, time: 0.662, data_time: 0.002, memory: 5237, top1_acc: 0.1555, top5_acc: 0.3625, loss_cls: 4.1289, loss: 4.1289, grad_norm: 1.6502 2020-07-24 01:15:51,980 - mmaction - INFO - Epoch [11][3100/3757] lr: 9.924e-02, eta: 5 days, 1:33:41, time: 0.632, data_time: 0.001, memory: 5237, top1_acc: 0.1531, top5_acc: 0.3727, loss_cls: 4.1082, loss: 4.1082, grad_norm: 1.6567 2020-07-24 01:16:04,900 - mmaction - INFO - Epoch [11][3120/3757] lr: 9.924e-02, eta: 5 days, 1:33:14, time: 0.645, data_time: 0.002, memory: 5237, top1_acc: 0.1500, top5_acc: 0.3734, loss_cls: 4.1375, loss: 4.1375, grad_norm: 1.7245 2020-07-24 01:16:17,771 - mmaction - INFO - Epoch [11][3140/3757] lr: 9.924e-02, eta: 5 days, 1:32:46, time: 0.644, data_time: 0.002, memory: 5237, top1_acc: 0.1641, top5_acc: 0.3789, loss_cls: 4.1346, loss: 4.1346, grad_norm: 1.7090 2020-07-24 01:16:31,701 - mmaction - INFO - Epoch [11][3160/3757] lr: 9.924e-02, eta: 5 days, 1:32:34, time: 0.696, data_time: 0.002, memory: 5237, top1_acc: 0.1648, top5_acc: 0.3742, loss_cls: 4.1186, loss: 4.1186, grad_norm: 1.6661 2020-07-24 01:16:45,514 - mmaction - INFO - Epoch [11][3180/3757] lr: 9.924e-02, eta: 5 days, 1:32:22, time: 0.692, data_time: 0.003, memory: 5237, top1_acc: 0.1328, top5_acc: 0.3258, loss_cls: 4.3059, loss: 4.3059, grad_norm: 1.6467 2020-07-24 01:16:58,361 - mmaction - INFO - Epoch [11][3200/3757] lr: 9.924e-02, eta: 5 days, 1:31:54, time: 0.643, data_time: 0.002, memory: 5237, top1_acc: 0.1680, top5_acc: 0.3680, loss_cls: 4.1753, loss: 4.1753, grad_norm: 1.5720 2020-07-24 01:17:12,363 - mmaction - INFO - Epoch [11][3220/3757] lr: 9.924e-02, eta: 5 days, 1:31:43, time: 0.700, data_time: 0.001, memory: 5237, top1_acc: 0.1383, top5_acc: 0.3578, loss_cls: 4.1942, loss: 4.1942, grad_norm: 1.6531 2020-07-24 01:17:25,933 - mmaction - INFO - Epoch [11][3240/3757] lr: 9.924e-02, eta: 5 days, 1:31:26, time: 0.678, data_time: 0.002, memory: 5237, top1_acc: 0.1562, top5_acc: 0.3664, loss_cls: 4.1269, loss: 4.1269, grad_norm: 1.6588 2020-07-24 01:17:39,444 - mmaction - INFO - Epoch [11][3260/3757] lr: 9.924e-02, eta: 5 days, 1:31:09, time: 0.676, data_time: 0.002, memory: 5237, top1_acc: 0.1633, top5_acc: 0.3563, loss_cls: 4.1711, loss: 4.1711, grad_norm: 1.6243 2020-07-24 01:17:52,276 - mmaction - INFO - Epoch [11][3280/3757] lr: 9.924e-02, eta: 5 days, 1:30:40, time: 0.640, data_time: 0.001, memory: 5237, top1_acc: 0.1508, top5_acc: 0.3563, loss_cls: 4.1635, loss: 4.1635, grad_norm: 1.6259 2020-07-24 01:18:05,326 - mmaction - INFO - Epoch [11][3300/3757] lr: 9.924e-02, eta: 5 days, 1:30:15, time: 0.653, data_time: 0.003, memory: 5237, top1_acc: 0.1383, top5_acc: 0.3563, loss_cls: 4.1717, loss: 4.1717, grad_norm: 1.6706 2020-07-24 01:18:17,367 - mmaction - INFO - Epoch [11][3320/3757] lr: 9.924e-02, eta: 5 days, 1:29:35, time: 0.603, data_time: 0.002, memory: 5237, top1_acc: 0.1617, top5_acc: 0.3711, loss_cls: 4.0512, loss: 4.0512, grad_norm: 1.6227 2020-07-24 01:18:30,487 - mmaction - INFO - Epoch [11][3340/3757] lr: 9.924e-02, eta: 5 days, 1:29:11, time: 0.656, data_time: 0.001, memory: 5237, top1_acc: 0.1539, top5_acc: 0.3625, loss_cls: 4.1384, loss: 4.1384, grad_norm: 1.7059 2020-07-24 01:18:43,131 - mmaction - INFO - Epoch [11][3360/3757] lr: 9.924e-02, eta: 5 days, 1:28:40, time: 0.632, data_time: 0.003, memory: 5237, top1_acc: 0.1477, top5_acc: 0.3633, loss_cls: 4.1636, loss: 4.1636, grad_norm: 1.6743 2020-07-24 01:18:57,460 - mmaction - INFO - Epoch [11][3380/3757] lr: 9.924e-02, eta: 5 days, 1:28:34, time: 0.715, data_time: 0.001, memory: 5237, top1_acc: 0.1750, top5_acc: 0.3570, loss_cls: 4.1542, loss: 4.1542, grad_norm: 1.6554 2020-07-24 01:19:11,064 - mmaction - INFO - Epoch [11][3400/3757] lr: 9.924e-02, eta: 5 days, 1:28:18, time: 0.682, data_time: 0.003, memory: 5237, top1_acc: 0.1430, top5_acc: 0.3469, loss_cls: 4.2050, loss: 4.2050, grad_norm: 1.6327 2020-07-24 01:19:24,360 - mmaction - INFO - Epoch [11][3420/3757] lr: 9.924e-02, eta: 5 days, 1:27:57, time: 0.664, data_time: 0.001, memory: 5237, top1_acc: 0.1672, top5_acc: 0.3711, loss_cls: 4.1305, loss: 4.1305, grad_norm: 1.6331 2020-07-24 01:19:38,550 - mmaction - INFO - Epoch [11][3440/3757] lr: 9.924e-02, eta: 5 days, 1:27:50, time: 0.710, data_time: 0.002, memory: 5237, top1_acc: 0.1531, top5_acc: 0.3500, loss_cls: 4.1566, loss: 4.1566, grad_norm: 1.6055 2020-07-24 01:19:51,631 - mmaction - INFO - Epoch [11][3460/3757] lr: 9.924e-02, eta: 5 days, 1:27:26, time: 0.654, data_time: 0.002, memory: 5237, top1_acc: 0.1547, top5_acc: 0.3656, loss_cls: 4.1364, loss: 4.1364, grad_norm: 1.6705 2020-07-24 01:20:05,266 - mmaction - INFO - Epoch [11][3480/3757] lr: 9.924e-02, eta: 5 days, 1:27:10, time: 0.681, data_time: 0.002, memory: 5237, top1_acc: 0.1664, top5_acc: 0.3641, loss_cls: 4.1394, loss: 4.1394, grad_norm: 1.7324 2020-07-24 01:20:18,845 - mmaction - INFO - Epoch [11][3500/3757] lr: 9.924e-02, eta: 5 days, 1:26:53, time: 0.680, data_time: 0.002, memory: 5237, top1_acc: 0.1422, top5_acc: 0.3438, loss_cls: 4.2289, loss: 4.2289, grad_norm: 1.6728 2020-07-24 01:20:31,795 - mmaction - INFO - Epoch [11][3520/3757] lr: 9.924e-02, eta: 5 days, 1:26:27, time: 0.648, data_time: 0.002, memory: 5237, top1_acc: 0.1383, top5_acc: 0.3734, loss_cls: 4.0878, loss: 4.0878, grad_norm: 1.6437 2020-07-24 01:20:44,902 - mmaction - INFO - Epoch [11][3540/3757] lr: 9.924e-02, eta: 5 days, 1:26:03, time: 0.656, data_time: 0.002, memory: 5237, top1_acc: 0.1672, top5_acc: 0.3570, loss_cls: 4.1722, loss: 4.1722, grad_norm: 1.7139 2020-07-24 01:20:58,405 - mmaction - INFO - Epoch [11][3560/3757] lr: 9.924e-02, eta: 5 days, 1:25:45, time: 0.675, data_time: 0.001, memory: 5237, top1_acc: 0.1445, top5_acc: 0.3570, loss_cls: 4.1459, loss: 4.1459, grad_norm: 1.6377 2020-07-24 01:21:11,405 - mmaction - INFO - Epoch [11][3580/3757] lr: 9.924e-02, eta: 5 days, 1:25:19, time: 0.649, data_time: 0.001, memory: 5237, top1_acc: 0.1711, top5_acc: 0.3867, loss_cls: 4.0181, loss: 4.0181, grad_norm: 1.6757 2020-07-24 01:21:24,015 - mmaction - INFO - Epoch [11][3600/3757] lr: 9.924e-02, eta: 5 days, 1:24:48, time: 0.631, data_time: 0.003, memory: 5237, top1_acc: 0.1516, top5_acc: 0.3609, loss_cls: 4.1093, loss: 4.1093, grad_norm: 1.7097 2020-07-24 01:21:36,798 - mmaction - INFO - Epoch [11][3620/3757] lr: 9.924e-02, eta: 5 days, 1:24:19, time: 0.640, data_time: 0.002, memory: 5237, top1_acc: 0.1422, top5_acc: 0.3508, loss_cls: 4.1881, loss: 4.1881, grad_norm: 1.7522 2020-07-24 01:21:49,471 - mmaction - INFO - Epoch [11][3640/3757] lr: 9.924e-02, eta: 5 days, 1:23:48, time: 0.633, data_time: 0.007, memory: 5237, top1_acc: 0.1313, top5_acc: 0.3336, loss_cls: 4.3014, loss: 4.3014, grad_norm: 1.6231 2020-07-24 01:22:02,459 - mmaction - INFO - Epoch [11][3660/3757] lr: 9.924e-02, eta: 5 days, 1:23:23, time: 0.649, data_time: 0.002, memory: 5237, top1_acc: 0.1594, top5_acc: 0.3656, loss_cls: 4.1507, loss: 4.1507, grad_norm: 1.6256 2020-07-24 01:22:15,464 - mmaction - INFO - Epoch [11][3680/3757] lr: 9.924e-02, eta: 5 days, 1:22:57, time: 0.651, data_time: 0.002, memory: 5237, top1_acc: 0.1344, top5_acc: 0.3688, loss_cls: 4.1108, loss: 4.1108, grad_norm: 1.6586 2020-07-24 01:22:28,540 - mmaction - INFO - Epoch [11][3700/3757] lr: 9.924e-02, eta: 5 days, 1:22:33, time: 0.653, data_time: 0.002, memory: 5237, top1_acc: 0.1398, top5_acc: 0.3336, loss_cls: 4.2223, loss: 4.2223, grad_norm: 1.6172 2020-07-24 01:22:41,767 - mmaction - INFO - Epoch [11][3720/3757] lr: 9.924e-02, eta: 5 days, 1:22:11, time: 0.662, data_time: 0.002, memory: 5237, top1_acc: 0.1531, top5_acc: 0.3695, loss_cls: 4.1130, loss: 4.1130, grad_norm: 1.6515 2020-07-24 01:22:54,531 - mmaction - INFO - Epoch [11][3740/3757] lr: 9.924e-02, eta: 5 days, 1:21:42, time: 0.638, data_time: 0.002, memory: 5237, top1_acc: 0.1414, top5_acc: 0.3563, loss_cls: 4.1726, loss: 4.1726, grad_norm: 1.6196 2020-07-24 01:27:02,789 - mmaction - INFO - Epoch [12][20/3757] lr: 9.908e-02, eta: 5 days, 2:13:36, time: 11.495, data_time: 10.726, memory: 5237, top1_acc: 0.1523, top5_acc: 0.3656, loss_cls: 4.1326, loss: 4.1326, grad_norm: 1.6774 2020-07-24 01:27:15,569 - mmaction - INFO - Epoch [12][40/3757] lr: 9.908e-02, eta: 5 days, 2:13:05, time: 0.639, data_time: 0.002, memory: 5237, top1_acc: 0.1531, top5_acc: 0.3750, loss_cls: 4.0644, loss: 4.0644, grad_norm: 1.6823 2020-07-24 01:27:28,397 - mmaction - INFO - Epoch [12][60/3757] lr: 9.908e-02, eta: 5 days, 2:12:35, time: 0.641, data_time: 0.002, memory: 5237, top1_acc: 0.1555, top5_acc: 0.3508, loss_cls: 4.1514, loss: 4.1514, grad_norm: 1.6918 2020-07-24 01:27:41,672 - mmaction - INFO - Epoch [12][80/3757] lr: 9.908e-02, eta: 5 days, 2:12:12, time: 0.664, data_time: 0.002, memory: 5237, top1_acc: 0.1633, top5_acc: 0.3781, loss_cls: 4.0514, loss: 4.0514, grad_norm: 1.7015 2020-07-24 01:27:55,801 - mmaction - INFO - Epoch [12][100/3757] lr: 9.908e-02, eta: 5 days, 2:12:02, time: 0.705, data_time: 0.002, memory: 5237, top1_acc: 0.1492, top5_acc: 0.3609, loss_cls: 4.1958, loss: 4.1958, grad_norm: 1.6615 2020-07-24 01:28:08,413 - mmaction - INFO - Epoch [12][120/3757] lr: 9.908e-02, eta: 5 days, 2:11:30, time: 0.632, data_time: 0.003, memory: 5237, top1_acc: 0.1437, top5_acc: 0.3563, loss_cls: 4.2192, loss: 4.2192, grad_norm: 1.6649 2020-07-24 01:28:21,629 - mmaction - INFO - Epoch [12][140/3757] lr: 9.908e-02, eta: 5 days, 2:11:06, time: 0.661, data_time: 0.002, memory: 5237, top1_acc: 0.1570, top5_acc: 0.3453, loss_cls: 4.1754, loss: 4.1754, grad_norm: 1.6870 2020-07-24 01:28:34,105 - mmaction - INFO - Epoch [12][160/3757] lr: 9.908e-02, eta: 5 days, 2:10:31, time: 0.624, data_time: 0.002, memory: 5237, top1_acc: 0.1555, top5_acc: 0.3680, loss_cls: 4.1306, loss: 4.1306, grad_norm: 1.6972 2020-07-24 01:28:46,716 - mmaction - INFO - Epoch [12][180/3757] lr: 9.908e-02, eta: 5 days, 2:09:58, time: 0.630, data_time: 0.001, memory: 5237, top1_acc: 0.1578, top5_acc: 0.3680, loss_cls: 4.1122, loss: 4.1122, grad_norm: 1.6899 2020-07-24 01:29:00,296 - mmaction - INFO - Epoch [12][200/3757] lr: 9.908e-02, eta: 5 days, 2:09:40, time: 0.679, data_time: 0.001, memory: 5237, top1_acc: 0.1430, top5_acc: 0.3555, loss_cls: 4.2013, loss: 4.2013, grad_norm: 1.7212 2020-07-24 01:29:12,676 - mmaction - INFO - Epoch [12][220/3757] lr: 9.908e-02, eta: 5 days, 2:09:04, time: 0.619, data_time: 0.002, memory: 5237, top1_acc: 0.1492, top5_acc: 0.3461, loss_cls: 4.2160, loss: 4.2160, grad_norm: 1.6235 2020-07-24 01:29:25,020 - mmaction - INFO - Epoch [12][240/3757] lr: 9.908e-02, eta: 5 days, 2:08:27, time: 0.618, data_time: 0.002, memory: 5237, top1_acc: 0.1602, top5_acc: 0.3820, loss_cls: 4.0712, loss: 4.0712, grad_norm: 1.6440 2020-07-24 01:29:38,983 - mmaction - INFO - Epoch [12][260/3757] lr: 9.908e-02, eta: 5 days, 2:08:14, time: 0.697, data_time: 0.001, memory: 5237, top1_acc: 0.1516, top5_acc: 0.3445, loss_cls: 4.2445, loss: 4.2445, grad_norm: 1.6898 2020-07-24 01:29:52,076 - mmaction - INFO - Epoch [12][280/3757] lr: 9.908e-02, eta: 5 days, 2:07:49, time: 0.655, data_time: 0.002, memory: 5237, top1_acc: 0.1664, top5_acc: 0.3961, loss_cls: 4.0808, loss: 4.0808, grad_norm: 1.6355 2020-07-24 01:30:04,645 - mmaction - INFO - Epoch [12][300/3757] lr: 9.908e-02, eta: 5 days, 2:07:15, time: 0.628, data_time: 0.002, memory: 5237, top1_acc: 0.1422, top5_acc: 0.3492, loss_cls: 4.1997, loss: 4.1997, grad_norm: 1.6407 2020-07-24 01:30:18,190 - mmaction - INFO - Epoch [12][320/3757] lr: 9.908e-02, eta: 5 days, 2:06:57, time: 0.678, data_time: 0.002, memory: 5237, top1_acc: 0.1508, top5_acc: 0.3453, loss_cls: 4.1807, loss: 4.1807, grad_norm: 1.6291 2020-07-24 01:30:32,133 - mmaction - INFO - Epoch [12][340/3757] lr: 9.908e-02, eta: 5 days, 2:06:44, time: 0.696, data_time: 0.001, memory: 5237, top1_acc: 0.1742, top5_acc: 0.3805, loss_cls: 4.0937, loss: 4.0937, grad_norm: 1.6702 2020-07-24 01:30:45,229 - mmaction - INFO - Epoch [12][360/3757] lr: 9.908e-02, eta: 5 days, 2:06:19, time: 0.655, data_time: 0.002, memory: 5237, top1_acc: 0.1469, top5_acc: 0.3508, loss_cls: 4.2135, loss: 4.2135, grad_norm: 1.6893 2020-07-24 01:30:58,848 - mmaction - INFO - Epoch [12][380/3757] lr: 9.908e-02, eta: 5 days, 2:06:01, time: 0.680, data_time: 0.002, memory: 5237, top1_acc: 0.1656, top5_acc: 0.3680, loss_cls: 4.1448, loss: 4.1448, grad_norm: 1.6325 2020-07-24 01:31:11,533 - mmaction - INFO - Epoch [12][400/3757] lr: 9.908e-02, eta: 5 days, 2:05:30, time: 0.635, data_time: 0.002, memory: 5237, top1_acc: 0.1656, top5_acc: 0.3633, loss_cls: 4.0351, loss: 4.0351, grad_norm: 1.6606 2020-07-24 01:31:25,833 - mmaction - INFO - Epoch [12][420/3757] lr: 9.908e-02, eta: 5 days, 2:05:23, time: 0.715, data_time: 0.002, memory: 5237, top1_acc: 0.1781, top5_acc: 0.3680, loss_cls: 4.0303, loss: 4.0303, grad_norm: 1.6723 2020-07-24 01:31:40,481 - mmaction - INFO - Epoch [12][440/3757] lr: 9.908e-02, eta: 5 days, 2:05:21, time: 0.732, data_time: 0.002, memory: 5237, top1_acc: 0.1523, top5_acc: 0.3727, loss_cls: 4.1058, loss: 4.1058, grad_norm: 1.6748 2020-07-24 01:31:53,857 - mmaction - INFO - Epoch [12][460/3757] lr: 9.908e-02, eta: 5 days, 2:05:00, time: 0.668, data_time: 0.002, memory: 5237, top1_acc: 0.1492, top5_acc: 0.3609, loss_cls: 4.1779, loss: 4.1779, grad_norm: 1.6537 2020-07-24 01:32:07,257 - mmaction - INFO - Epoch [12][480/3757] lr: 9.908e-02, eta: 5 days, 2:04:39, time: 0.671, data_time: 0.002, memory: 5237, top1_acc: 0.1609, top5_acc: 0.3859, loss_cls: 4.1152, loss: 4.1152, grad_norm: 1.7062 2020-07-24 01:32:20,611 - mmaction - INFO - Epoch [12][500/3757] lr: 9.908e-02, eta: 5 days, 2:04:18, time: 0.667, data_time: 0.001, memory: 5237, top1_acc: 0.1367, top5_acc: 0.3430, loss_cls: 4.2447, loss: 4.2447, grad_norm: 1.6902 2020-07-24 01:32:34,030 - mmaction - INFO - Epoch [12][520/3757] lr: 9.908e-02, eta: 5 days, 2:03:57, time: 0.671, data_time: 0.002, memory: 5237, top1_acc: 0.1758, top5_acc: 0.4016, loss_cls: 4.0023, loss: 4.0023, grad_norm: 1.6566 2020-07-24 01:32:47,893 - mmaction - INFO - Epoch [12][540/3757] lr: 9.908e-02, eta: 5 days, 2:03:43, time: 0.694, data_time: 0.002, memory: 5237, top1_acc: 0.1531, top5_acc: 0.3719, loss_cls: 4.0934, loss: 4.0934, grad_norm: 1.7034 2020-07-24 01:33:01,285 - mmaction - INFO - Epoch [12][560/3757] lr: 9.908e-02, eta: 5 days, 2:03:23, time: 0.670, data_time: 0.002, memory: 5237, top1_acc: 0.1477, top5_acc: 0.3461, loss_cls: 4.1884, loss: 4.1884, grad_norm: 1.6500 2020-07-24 01:33:14,741 - mmaction - INFO - Epoch [12][580/3757] lr: 9.908e-02, eta: 5 days, 2:03:02, time: 0.672, data_time: 0.002, memory: 5237, top1_acc: 0.1625, top5_acc: 0.3680, loss_cls: 4.0906, loss: 4.0906, grad_norm: 1.6973 2020-07-24 01:33:27,950 - mmaction - INFO - Epoch [12][600/3757] lr: 9.908e-02, eta: 5 days, 2:02:39, time: 0.661, data_time: 0.002, memory: 5237, top1_acc: 0.1430, top5_acc: 0.3594, loss_cls: 4.1070, loss: 4.1070, grad_norm: 1.6924 2020-07-24 01:33:41,007 - mmaction - INFO - Epoch [12][620/3757] lr: 9.908e-02, eta: 5 days, 2:02:13, time: 0.653, data_time: 0.002, memory: 5237, top1_acc: 0.1562, top5_acc: 0.3672, loss_cls: 4.0848, loss: 4.0848, grad_norm: 1.6907 2020-07-24 01:33:55,053 - mmaction - INFO - Epoch [12][640/3757] lr: 9.908e-02, eta: 5 days, 2:02:02, time: 0.702, data_time: 0.002, memory: 5237, top1_acc: 0.1664, top5_acc: 0.3664, loss_cls: 4.1142, loss: 4.1142, grad_norm: 1.7020 2020-07-24 01:34:07,794 - mmaction - INFO - Epoch [12][660/3757] lr: 9.908e-02, eta: 5 days, 2:01:32, time: 0.637, data_time: 0.002, memory: 5237, top1_acc: 0.1711, top5_acc: 0.3867, loss_cls: 4.0092, loss: 4.0092, grad_norm: 1.7172 2020-07-24 01:34:20,094 - mmaction - INFO - Epoch [12][680/3757] lr: 9.908e-02, eta: 5 days, 2:00:54, time: 0.615, data_time: 0.002, memory: 5237, top1_acc: 0.1508, top5_acc: 0.3664, loss_cls: 4.1536, loss: 4.1536, grad_norm: 1.7285 2020-07-24 01:34:32,407 - mmaction - INFO - Epoch [12][700/3757] lr: 9.908e-02, eta: 5 days, 2:00:17, time: 0.617, data_time: 0.002, memory: 5237, top1_acc: 0.1719, top5_acc: 0.3734, loss_cls: 4.1251, loss: 4.1251, grad_norm: 1.6791 2020-07-24 01:34:44,790 - mmaction - INFO - Epoch [12][720/3757] lr: 9.908e-02, eta: 5 days, 1:59:41, time: 0.619, data_time: 0.001, memory: 5237, top1_acc: 0.1531, top5_acc: 0.3906, loss_cls: 4.1047, loss: 4.1047, grad_norm: 1.6412 2020-07-24 01:34:57,601 - mmaction - INFO - Epoch [12][740/3757] lr: 9.908e-02, eta: 5 days, 1:59:11, time: 0.639, data_time: 0.002, memory: 5237, top1_acc: 0.1539, top5_acc: 0.3539, loss_cls: 4.0888, loss: 4.0888, grad_norm: 1.6951 2020-07-24 01:35:11,676 - mmaction - INFO - Epoch [12][760/3757] lr: 9.908e-02, eta: 5 days, 1:59:01, time: 0.705, data_time: 0.003, memory: 5237, top1_acc: 0.1437, top5_acc: 0.3648, loss_cls: 4.0962, loss: 4.0962, grad_norm: 1.7076 2020-07-24 01:35:24,145 - mmaction - INFO - Epoch [12][780/3757] lr: 9.908e-02, eta: 5 days, 1:58:27, time: 0.623, data_time: 0.001, memory: 5237, top1_acc: 0.1422, top5_acc: 0.3492, loss_cls: 4.1549, loss: 4.1549, grad_norm: 1.7004 2020-07-24 01:35:37,206 - mmaction - INFO - Epoch [12][800/3757] lr: 9.908e-02, eta: 5 days, 1:58:01, time: 0.654, data_time: 0.002, memory: 5237, top1_acc: 0.1445, top5_acc: 0.3680, loss_cls: 4.1528, loss: 4.1528, grad_norm: 1.6690 2020-07-24 01:35:50,459 - mmaction - INFO - Epoch [12][820/3757] lr: 9.908e-02, eta: 5 days, 1:57:38, time: 0.662, data_time: 0.001, memory: 5237, top1_acc: 0.1437, top5_acc: 0.3531, loss_cls: 4.1677, loss: 4.1677, grad_norm: 1.6607 2020-07-24 01:36:03,120 - mmaction - INFO - Epoch [12][840/3757] lr: 9.908e-02, eta: 5 days, 1:57:06, time: 0.632, data_time: 0.002, memory: 5237, top1_acc: 0.1461, top5_acc: 0.3688, loss_cls: 4.1062, loss: 4.1062, grad_norm: 1.6384 2020-07-24 01:36:15,782 - mmaction - INFO - Epoch [12][860/3757] lr: 9.908e-02, eta: 5 days, 1:56:35, time: 0.633, data_time: 0.002, memory: 5237, top1_acc: 0.1633, top5_acc: 0.3805, loss_cls: 4.1266, loss: 4.1266, grad_norm: 1.7179 2020-07-24 01:36:28,414 - mmaction - INFO - Epoch [12][880/3757] lr: 9.908e-02, eta: 5 days, 1:56:03, time: 0.631, data_time: 0.002, memory: 5237, top1_acc: 0.1531, top5_acc: 0.3625, loss_cls: 4.1386, loss: 4.1386, grad_norm: 1.7043 2020-07-24 01:36:42,262 - mmaction - INFO - Epoch [12][900/3757] lr: 9.908e-02, eta: 5 days, 1:55:49, time: 0.693, data_time: 0.003, memory: 5237, top1_acc: 0.1578, top5_acc: 0.3641, loss_cls: 4.1070, loss: 4.1070, grad_norm: 1.6501 2020-07-24 01:36:55,539 - mmaction - INFO - Epoch [12][920/3757] lr: 9.908e-02, eta: 5 days, 1:55:26, time: 0.664, data_time: 0.002, memory: 5237, top1_acc: 0.1703, top5_acc: 0.3977, loss_cls: 4.0654, loss: 4.0654, grad_norm: 1.6851 2020-07-24 01:37:09,276 - mmaction - INFO - Epoch [12][940/3757] lr: 9.908e-02, eta: 5 days, 1:55:11, time: 0.687, data_time: 0.002, memory: 5237, top1_acc: 0.1648, top5_acc: 0.3789, loss_cls: 4.0864, loss: 4.0864, grad_norm: 1.7316 2020-07-24 01:37:22,222 - mmaction - INFO - Epoch [12][960/3757] lr: 9.908e-02, eta: 5 days, 1:54:44, time: 0.648, data_time: 0.002, memory: 5237, top1_acc: 0.1508, top5_acc: 0.3594, loss_cls: 4.1509, loss: 4.1509, grad_norm: 1.6716 2020-07-24 01:37:35,365 - mmaction - INFO - Epoch [12][980/3757] lr: 9.908e-02, eta: 5 days, 1:54:19, time: 0.656, data_time: 0.002, memory: 5237, top1_acc: 0.1578, top5_acc: 0.3578, loss_cls: 4.1376, loss: 4.1376, grad_norm: 1.6497 2020-07-24 01:37:48,227 - mmaction - INFO - Epoch [12][1000/3757] lr: 9.908e-02, eta: 5 days, 1:53:50, time: 0.643, data_time: 0.002, memory: 5237, top1_acc: 0.1750, top5_acc: 0.3961, loss_cls: 4.0399, loss: 4.0399, grad_norm: 1.6658 2020-07-24 01:38:01,091 - mmaction - INFO - Epoch [12][1020/3757] lr: 9.908e-02, eta: 5 days, 1:53:22, time: 0.644, data_time: 0.003, memory: 5237, top1_acc: 0.1492, top5_acc: 0.3625, loss_cls: 4.1578, loss: 4.1578, grad_norm: 1.6664 2020-07-24 01:38:15,666 - mmaction - INFO - Epoch [12][1040/3757] lr: 9.908e-02, eta: 5 days, 1:53:19, time: 0.728, data_time: 0.002, memory: 5237, top1_acc: 0.1562, top5_acc: 0.3852, loss_cls: 4.1207, loss: 4.1207, grad_norm: 1.7117 2020-07-24 01:38:28,622 - mmaction - INFO - Epoch [12][1060/3757] lr: 9.908e-02, eta: 5 days, 1:52:52, time: 0.649, data_time: 0.002, memory: 5237, top1_acc: 0.1609, top5_acc: 0.3828, loss_cls: 4.1485, loss: 4.1485, grad_norm: 1.6915 2020-07-24 01:38:41,383 - mmaction - INFO - Epoch [12][1080/3757] lr: 9.908e-02, eta: 5 days, 1:52:22, time: 0.638, data_time: 0.002, memory: 5237, top1_acc: 0.1664, top5_acc: 0.3734, loss_cls: 4.0719, loss: 4.0719, grad_norm: 1.6658 2020-07-24 01:38:54,797 - mmaction - INFO - Epoch [12][1100/3757] lr: 9.908e-02, eta: 5 days, 1:52:02, time: 0.670, data_time: 0.002, memory: 5237, top1_acc: 0.1680, top5_acc: 0.3891, loss_cls: 4.0233, loss: 4.0233, grad_norm: 1.6783 2020-07-24 01:39:08,177 - mmaction - INFO - Epoch [12][1120/3757] lr: 9.908e-02, eta: 5 days, 1:51:41, time: 0.668, data_time: 0.002, memory: 5237, top1_acc: 0.1562, top5_acc: 0.3805, loss_cls: 4.1304, loss: 4.1304, grad_norm: 1.6981 2020-07-24 01:39:23,508 - mmaction - INFO - Epoch [12][1140/3757] lr: 9.908e-02, eta: 5 days, 1:51:50, time: 0.768, data_time: 0.003, memory: 5237, top1_acc: 0.1570, top5_acc: 0.3820, loss_cls: 4.0432, loss: 4.0432, grad_norm: 1.6908 2020-07-24 01:39:36,952 - mmaction - INFO - Epoch [12][1160/3757] lr: 9.908e-02, eta: 5 days, 1:51:30, time: 0.672, data_time: 0.002, memory: 5237, top1_acc: 0.1617, top5_acc: 0.3664, loss_cls: 4.1411, loss: 4.1411, grad_norm: 1.6788 2020-07-24 01:39:50,120 - mmaction - INFO - Epoch [12][1180/3757] lr: 9.908e-02, eta: 5 days, 1:51:06, time: 0.658, data_time: 0.001, memory: 5237, top1_acc: 0.1508, top5_acc: 0.3656, loss_cls: 4.1036, loss: 4.1036, grad_norm: 1.6749 2020-07-24 01:40:03,880 - mmaction - INFO - Epoch [12][1200/3757] lr: 9.908e-02, eta: 5 days, 1:50:51, time: 0.688, data_time: 0.002, memory: 5237, top1_acc: 0.1773, top5_acc: 0.3883, loss_cls: 4.0627, loss: 4.0627, grad_norm: 1.7091 2020-07-24 01:40:18,455 - mmaction - INFO - Epoch [12][1220/3757] lr: 9.908e-02, eta: 5 days, 1:50:48, time: 0.729, data_time: 0.002, memory: 5237, top1_acc: 0.1758, top5_acc: 0.3789, loss_cls: 4.0592, loss: 4.0592, grad_norm: 1.7258 2020-07-24 01:40:31,654 - mmaction - INFO - Epoch [12][1240/3757] lr: 9.908e-02, eta: 5 days, 1:50:24, time: 0.660, data_time: 0.001, memory: 5237, top1_acc: 0.1406, top5_acc: 0.3641, loss_cls: 4.1623, loss: 4.1623, grad_norm: 1.6954 2020-07-24 01:40:44,301 - mmaction - INFO - Epoch [12][1260/3757] lr: 9.908e-02, eta: 5 days, 1:49:52, time: 0.632, data_time: 0.001, memory: 5237, top1_acc: 0.1641, top5_acc: 0.3773, loss_cls: 4.1159, loss: 4.1159, grad_norm: 1.6548 2020-07-24 01:40:56,848 - mmaction - INFO - Epoch [12][1280/3757] lr: 9.908e-02, eta: 5 days, 1:49:19, time: 0.627, data_time: 0.002, memory: 5237, top1_acc: 0.1383, top5_acc: 0.3617, loss_cls: 4.1679, loss: 4.1679, grad_norm: 1.6799 2020-07-24 01:41:10,091 - mmaction - INFO - Epoch [12][1300/3757] lr: 9.908e-02, eta: 5 days, 1:48:57, time: 0.663, data_time: 0.003, memory: 5237, top1_acc: 0.1414, top5_acc: 0.3594, loss_cls: 4.1390, loss: 4.1390, grad_norm: 1.6365 2020-07-24 01:41:23,757 - mmaction - INFO - Epoch [12][1320/3757] lr: 9.908e-02, eta: 5 days, 1:48:40, time: 0.683, data_time: 0.001, memory: 5237, top1_acc: 0.1492, top5_acc: 0.3586, loss_cls: 4.1749, loss: 4.1749, grad_norm: 1.7198 2020-07-24 01:41:37,224 - mmaction - INFO - Epoch [12][1340/3757] lr: 9.908e-02, eta: 5 days, 1:48:20, time: 0.672, data_time: 0.002, memory: 5237, top1_acc: 0.1609, top5_acc: 0.3664, loss_cls: 4.1125, loss: 4.1125, grad_norm: 1.6922 2020-07-24 01:41:52,409 - mmaction - INFO - Epoch [12][1360/3757] lr: 9.908e-02, eta: 5 days, 1:48:27, time: 0.761, data_time: 0.003, memory: 5237, top1_acc: 0.1859, top5_acc: 0.3812, loss_cls: 4.0862, loss: 4.0862, grad_norm: 1.6591 2020-07-24 01:42:07,013 - mmaction - INFO - Epoch [12][1380/3757] lr: 9.908e-02, eta: 5 days, 1:48:24, time: 0.730, data_time: 0.001, memory: 5237, top1_acc: 0.1570, top5_acc: 0.3547, loss_cls: 4.1227, loss: 4.1227, grad_norm: 1.6775 2020-07-24 01:42:19,748 - mmaction - INFO - Epoch [12][1400/3757] lr: 9.908e-02, eta: 5 days, 1:47:54, time: 0.637, data_time: 0.002, memory: 5237, top1_acc: 0.1586, top5_acc: 0.3539, loss_cls: 4.1981, loss: 4.1981, grad_norm: 1.6357 2020-07-24 01:42:32,845 - mmaction - INFO - Epoch [12][1420/3757] lr: 9.908e-02, eta: 5 days, 1:47:29, time: 0.655, data_time: 0.001, memory: 5237, top1_acc: 0.1734, top5_acc: 0.4016, loss_cls: 3.9986, loss: 3.9986, grad_norm: 1.6248 2020-07-24 01:42:46,587 - mmaction - INFO - Epoch [12][1440/3757] lr: 9.908e-02, eta: 5 days, 1:47:14, time: 0.686, data_time: 0.001, memory: 5237, top1_acc: 0.1570, top5_acc: 0.3625, loss_cls: 4.1463, loss: 4.1463, grad_norm: 1.7195 2020-07-24 01:42:59,383 - mmaction - INFO - Epoch [12][1460/3757] lr: 9.908e-02, eta: 5 days, 1:46:45, time: 0.641, data_time: 0.002, memory: 5237, top1_acc: 0.1703, top5_acc: 0.3789, loss_cls: 4.0931, loss: 4.0931, grad_norm: 1.7435 2020-07-24 01:43:11,929 - mmaction - INFO - Epoch [12][1480/3757] lr: 9.908e-02, eta: 5 days, 1:46:11, time: 0.626, data_time: 0.001, memory: 5237, top1_acc: 0.1727, top5_acc: 0.3672, loss_cls: 4.1307, loss: 4.1307, grad_norm: 1.6982 2020-07-24 01:43:25,263 - mmaction - INFO - Epoch [12][1500/3757] lr: 9.908e-02, eta: 5 days, 1:45:50, time: 0.667, data_time: 0.002, memory: 5237, top1_acc: 0.1594, top5_acc: 0.3664, loss_cls: 4.1271, loss: 4.1271, grad_norm: 1.6182 2020-07-24 01:43:38,481 - mmaction - INFO - Epoch [12][1520/3757] lr: 9.908e-02, eta: 5 days, 1:45:27, time: 0.662, data_time: 0.003, memory: 5237, top1_acc: 0.1492, top5_acc: 0.3500, loss_cls: 4.2015, loss: 4.2015, grad_norm: 1.6516 2020-07-24 01:43:51,483 - mmaction - INFO - Epoch [12][1540/3757] lr: 9.908e-02, eta: 5 days, 1:45:01, time: 0.649, data_time: 0.001, memory: 5237, top1_acc: 0.1500, top5_acc: 0.3563, loss_cls: 4.2093, loss: 4.2093, grad_norm: 1.6444 2020-07-24 01:44:04,770 - mmaction - INFO - Epoch [12][1560/3757] lr: 9.908e-02, eta: 5 days, 1:44:39, time: 0.666, data_time: 0.002, memory: 5237, top1_acc: 0.1648, top5_acc: 0.3555, loss_cls: 4.1617, loss: 4.1617, grad_norm: 1.6401 2020-07-24 01:44:19,690 - mmaction - INFO - Epoch [12][1580/3757] lr: 9.908e-02, eta: 5 days, 1:44:41, time: 0.745, data_time: 0.001, memory: 5237, top1_acc: 0.1367, top5_acc: 0.3500, loss_cls: 4.1837, loss: 4.1837, grad_norm: 1.7154 2020-07-24 01:44:33,839 - mmaction - INFO - Epoch [12][1600/3757] lr: 9.908e-02, eta: 5 days, 1:44:32, time: 0.708, data_time: 0.002, memory: 5237, top1_acc: 0.1625, top5_acc: 0.3516, loss_cls: 4.1739, loss: 4.1739, grad_norm: 1.6548 2020-07-24 01:44:47,301 - mmaction - INFO - Epoch [12][1620/3757] lr: 9.908e-02, eta: 5 days, 1:44:12, time: 0.672, data_time: 0.002, memory: 5237, top1_acc: 0.1727, top5_acc: 0.3672, loss_cls: 4.0994, loss: 4.0994, grad_norm: 1.6448 2020-07-24 01:45:00,450 - mmaction - INFO - Epoch [12][1640/3757] lr: 9.908e-02, eta: 5 days, 1:43:48, time: 0.659, data_time: 0.003, memory: 5237, top1_acc: 0.1805, top5_acc: 0.4031, loss_cls: 4.0007, loss: 4.0007, grad_norm: 1.7054 2020-07-24 01:45:14,142 - mmaction - INFO - Epoch [12][1660/3757] lr: 9.908e-02, eta: 5 days, 1:43:32, time: 0.685, data_time: 0.002, memory: 5237, top1_acc: 0.1492, top5_acc: 0.3516, loss_cls: 4.1958, loss: 4.1958, grad_norm: 1.7079 2020-07-24 01:45:28,028 - mmaction - INFO - Epoch [12][1680/3757] lr: 9.908e-02, eta: 5 days, 1:43:19, time: 0.694, data_time: 0.001, memory: 5237, top1_acc: 0.1359, top5_acc: 0.3609, loss_cls: 4.1643, loss: 4.1643, grad_norm: 1.6589 2020-07-24 01:45:40,222 - mmaction - INFO - Epoch [12][1700/3757] lr: 9.908e-02, eta: 5 days, 1:42:41, time: 0.609, data_time: 0.002, memory: 5237, top1_acc: 0.1578, top5_acc: 0.3937, loss_cls: 4.0641, loss: 4.0641, grad_norm: 1.7441 2020-07-24 01:45:53,316 - mmaction - INFO - Epoch [12][1720/3757] lr: 9.908e-02, eta: 5 days, 1:42:16, time: 0.655, data_time: 0.002, memory: 5237, top1_acc: 0.1625, top5_acc: 0.3750, loss_cls: 4.0497, loss: 4.0497, grad_norm: 1.6444 2020-07-24 01:46:07,090 - mmaction - INFO - Epoch [12][1740/3757] lr: 9.908e-02, eta: 5 days, 1:42:01, time: 0.689, data_time: 0.002, memory: 5237, top1_acc: 0.1641, top5_acc: 0.3828, loss_cls: 4.1570, loss: 4.1570, grad_norm: 1.6856 2020-07-24 01:46:20,376 - mmaction - INFO - Epoch [12][1760/3757] lr: 9.908e-02, eta: 5 days, 1:41:39, time: 0.664, data_time: 0.002, memory: 5237, top1_acc: 0.1391, top5_acc: 0.3711, loss_cls: 4.1284, loss: 4.1284, grad_norm: 1.6546 2020-07-24 01:46:34,166 - mmaction - INFO - Epoch [12][1780/3757] lr: 9.908e-02, eta: 5 days, 1:41:25, time: 0.690, data_time: 0.002, memory: 5237, top1_acc: 0.1664, top5_acc: 0.3602, loss_cls: 4.1505, loss: 4.1505, grad_norm: 1.7107 2020-07-24 01:46:47,181 - mmaction - INFO - Epoch [12][1800/3757] lr: 9.908e-02, eta: 5 days, 1:40:59, time: 0.651, data_time: 0.002, memory: 5237, top1_acc: 0.1555, top5_acc: 0.3727, loss_cls: 4.1217, loss: 4.1217, grad_norm: 1.6898 2020-07-24 01:47:00,798 - mmaction - INFO - Epoch [12][1820/3757] lr: 9.908e-02, eta: 5 days, 1:40:42, time: 0.681, data_time: 0.001, memory: 5237, top1_acc: 0.1445, top5_acc: 0.3570, loss_cls: 4.1817, loss: 4.1817, grad_norm: 1.7160 2020-07-24 01:47:14,392 - mmaction - INFO - Epoch [12][1840/3757] lr: 9.908e-02, eta: 5 days, 1:40:25, time: 0.679, data_time: 0.001, memory: 5237, top1_acc: 0.1453, top5_acc: 0.3578, loss_cls: 4.1741, loss: 4.1741, grad_norm: 1.6634 2020-07-24 01:47:28,099 - mmaction - INFO - Epoch [12][1860/3757] lr: 9.908e-02, eta: 5 days, 1:40:09, time: 0.685, data_time: 0.001, memory: 5237, top1_acc: 0.1656, top5_acc: 0.3844, loss_cls: 4.0794, loss: 4.0794, grad_norm: 1.6197 2020-07-24 01:47:41,310 - mmaction - INFO - Epoch [12][1880/3757] lr: 9.908e-02, eta: 5 days, 1:39:46, time: 0.660, data_time: 0.001, memory: 5237, top1_acc: 0.1633, top5_acc: 0.3586, loss_cls: 4.1331, loss: 4.1331, grad_norm: 1.6756 2020-07-24 01:47:54,535 - mmaction - INFO - Epoch [12][1900/3757] lr: 9.908e-02, eta: 5 days, 1:39:23, time: 0.661, data_time: 0.002, memory: 5237, top1_acc: 0.1422, top5_acc: 0.3484, loss_cls: 4.2160, loss: 4.2160, grad_norm: 1.6972 2020-07-24 01:48:08,752 - mmaction - INFO - Epoch [12][1920/3757] lr: 9.908e-02, eta: 5 days, 1:39:15, time: 0.711, data_time: 0.002, memory: 5237, top1_acc: 0.1555, top5_acc: 0.3508, loss_cls: 4.2011, loss: 4.2011, grad_norm: 1.6329 2020-07-24 01:48:22,091 - mmaction - INFO - Epoch [12][1940/3757] lr: 9.908e-02, eta: 5 days, 1:38:53, time: 0.667, data_time: 0.002, memory: 5237, top1_acc: 0.1492, top5_acc: 0.3539, loss_cls: 4.1821, loss: 4.1821, grad_norm: 1.6901 2020-07-24 01:48:35,036 - mmaction - INFO - Epoch [12][1960/3757] lr: 9.908e-02, eta: 5 days, 1:38:26, time: 0.647, data_time: 0.002, memory: 5237, top1_acc: 0.1594, top5_acc: 0.3719, loss_cls: 4.0722, loss: 4.0722, grad_norm: 1.6484 2020-07-24 01:48:49,012 - mmaction - INFO - Epoch [12][1980/3757] lr: 9.908e-02, eta: 5 days, 1:38:15, time: 0.700, data_time: 0.002, memory: 5237, top1_acc: 0.1617, top5_acc: 0.3688, loss_cls: 4.1752, loss: 4.1752, grad_norm: 1.7113 2020-07-24 01:49:01,683 - mmaction - INFO - Epoch [12][2000/3757] lr: 9.908e-02, eta: 5 days, 1:37:44, time: 0.634, data_time: 0.001, memory: 5237, top1_acc: 0.1617, top5_acc: 0.3633, loss_cls: 4.1314, loss: 4.1314, grad_norm: 1.6721 2020-07-24 01:49:15,050 - mmaction - INFO - Epoch [12][2020/3757] lr: 9.908e-02, eta: 5 days, 1:37:23, time: 0.668, data_time: 0.002, memory: 5237, top1_acc: 0.1414, top5_acc: 0.3336, loss_cls: 4.2238, loss: 4.2238, grad_norm: 1.6960 2020-07-24 01:49:28,579 - mmaction - INFO - Epoch [12][2040/3757] lr: 9.908e-02, eta: 5 days, 1:37:05, time: 0.676, data_time: 0.002, memory: 5237, top1_acc: 0.1547, top5_acc: 0.3555, loss_cls: 4.2132, loss: 4.2132, grad_norm: 1.7016 2020-07-24 01:49:41,411 - mmaction - INFO - Epoch [12][2060/3757] lr: 9.908e-02, eta: 5 days, 1:36:36, time: 0.642, data_time: 0.003, memory: 5237, top1_acc: 0.1555, top5_acc: 0.3563, loss_cls: 4.1610, loss: 4.1610, grad_norm: 1.6671 2020-07-24 01:49:55,888 - mmaction - INFO - Epoch [12][2080/3757] lr: 9.908e-02, eta: 5 days, 1:36:32, time: 0.723, data_time: 0.002, memory: 5237, top1_acc: 0.1633, top5_acc: 0.3734, loss_cls: 4.1098, loss: 4.1098, grad_norm: 1.6645 2020-07-24 01:50:07,845 - mmaction - INFO - Epoch [12][2100/3757] lr: 9.908e-02, eta: 5 days, 1:35:51, time: 0.598, data_time: 0.002, memory: 5237, top1_acc: 0.1453, top5_acc: 0.3648, loss_cls: 4.1270, loss: 4.1270, grad_norm: 1.6816 2020-07-24 01:50:20,381 - mmaction - INFO - Epoch [12][2120/3757] lr: 9.908e-02, eta: 5 days, 1:35:18, time: 0.627, data_time: 0.008, memory: 5237, top1_acc: 0.1477, top5_acc: 0.3695, loss_cls: 4.1372, loss: 4.1372, grad_norm: 1.6512 2020-07-24 01:50:33,197 - mmaction - INFO - Epoch [12][2140/3757] lr: 9.908e-02, eta: 5 days, 1:34:49, time: 0.641, data_time: 0.003, memory: 5237, top1_acc: 0.1609, top5_acc: 0.3703, loss_cls: 4.1009, loss: 4.1009, grad_norm: 1.6833 2020-07-24 01:50:45,437 - mmaction - INFO - Epoch [12][2160/3757] lr: 9.908e-02, eta: 5 days, 1:34:12, time: 0.611, data_time: 0.002, memory: 5237, top1_acc: 0.1617, top5_acc: 0.3633, loss_cls: 4.1251, loss: 4.1251, grad_norm: 1.7213 2020-07-24 01:50:59,265 - mmaction - INFO - Epoch [12][2180/3757] lr: 9.908e-02, eta: 5 days, 1:33:58, time: 0.692, data_time: 0.003, memory: 5237, top1_acc: 0.1555, top5_acc: 0.3508, loss_cls: 4.1660, loss: 4.1660, grad_norm: 1.6533 2020-07-24 01:51:11,840 - mmaction - INFO - Epoch [12][2200/3757] lr: 9.908e-02, eta: 5 days, 1:33:26, time: 0.630, data_time: 0.002, memory: 5237, top1_acc: 0.1437, top5_acc: 0.3602, loss_cls: 4.1396, loss: 4.1396, grad_norm: 1.6811 2020-07-24 01:51:24,798 - mmaction - INFO - Epoch [12][2220/3757] lr: 9.908e-02, eta: 5 days, 1:33:00, time: 0.647, data_time: 0.001, memory: 5237, top1_acc: 0.1437, top5_acc: 0.3508, loss_cls: 4.2150, loss: 4.2150, grad_norm: 1.6823 2020-07-24 01:51:37,555 - mmaction - INFO - Epoch [12][2240/3757] lr: 9.908e-02, eta: 5 days, 1:32:30, time: 0.638, data_time: 0.002, memory: 5237, top1_acc: 0.1562, top5_acc: 0.3688, loss_cls: 4.1631, loss: 4.1631, grad_norm: 1.6846 2020-07-24 01:51:49,862 - mmaction - INFO - Epoch [12][2260/3757] lr: 9.908e-02, eta: 5 days, 1:31:54, time: 0.616, data_time: 0.003, memory: 5237, top1_acc: 0.1625, top5_acc: 0.3680, loss_cls: 4.0915, loss: 4.0915, grad_norm: 1.7000 2020-07-24 01:52:03,968 - mmaction - INFO - Epoch [12][2280/3757] lr: 9.908e-02, eta: 5 days, 1:31:44, time: 0.705, data_time: 0.002, memory: 5237, top1_acc: 0.1727, top5_acc: 0.3805, loss_cls: 4.0750, loss: 4.0750, grad_norm: 1.6845 2020-07-24 01:52:16,640 - mmaction - INFO - Epoch [12][2300/3757] lr: 9.908e-02, eta: 5 days, 1:31:14, time: 0.633, data_time: 0.002, memory: 5237, top1_acc: 0.1609, top5_acc: 0.3656, loss_cls: 4.1428, loss: 4.1428, grad_norm: 1.7498 2020-07-24 01:52:30,070 - mmaction - INFO - Epoch [12][2320/3757] lr: 9.908e-02, eta: 5 days, 1:30:54, time: 0.672, data_time: 0.003, memory: 5237, top1_acc: 0.1594, top5_acc: 0.3531, loss_cls: 4.1629, loss: 4.1629, grad_norm: 1.7077 2020-07-24 01:52:43,080 - mmaction - INFO - Epoch [12][2340/3757] lr: 9.908e-02, eta: 5 days, 1:30:29, time: 0.650, data_time: 0.002, memory: 5237, top1_acc: 0.1539, top5_acc: 0.3617, loss_cls: 4.1740, loss: 4.1740, grad_norm: 1.7248 2020-07-24 01:52:55,925 - mmaction - INFO - Epoch [12][2360/3757] lr: 9.908e-02, eta: 5 days, 1:30:01, time: 0.643, data_time: 0.001, memory: 5237, top1_acc: 0.1461, top5_acc: 0.3547, loss_cls: 4.1629, loss: 4.1629, grad_norm: 1.6769 2020-07-24 01:53:09,797 - mmaction - INFO - Epoch [12][2380/3757] lr: 9.908e-02, eta: 5 days, 1:29:47, time: 0.693, data_time: 0.001, memory: 5237, top1_acc: 0.1352, top5_acc: 0.3523, loss_cls: 4.1479, loss: 4.1479, grad_norm: 1.7141 2020-07-24 01:53:23,888 - mmaction - INFO - Epoch [12][2400/3757] lr: 9.908e-02, eta: 5 days, 1:29:37, time: 0.704, data_time: 0.002, memory: 5237, top1_acc: 0.1688, top5_acc: 0.3734, loss_cls: 4.1298, loss: 4.1298, grad_norm: 1.7085 2020-07-24 01:53:39,102 - mmaction - INFO - Epoch [12][2420/3757] lr: 9.908e-02, eta: 5 days, 1:29:43, time: 0.760, data_time: 0.002, memory: 5237, top1_acc: 0.1586, top5_acc: 0.3805, loss_cls: 4.0704, loss: 4.0704, grad_norm: 1.6656 2020-07-24 01:53:52,964 - mmaction - INFO - Epoch [12][2440/3757] lr: 9.908e-02, eta: 5 days, 1:29:30, time: 0.694, data_time: 0.003, memory: 5237, top1_acc: 0.1547, top5_acc: 0.3586, loss_cls: 4.1365, loss: 4.1365, grad_norm: 1.6790 2020-07-24 01:54:07,034 - mmaction - INFO - Epoch [12][2460/3757] lr: 9.908e-02, eta: 5 days, 1:29:19, time: 0.704, data_time: 0.002, memory: 5237, top1_acc: 0.1625, top5_acc: 0.3805, loss_cls: 4.1027, loss: 4.1027, grad_norm: 1.6978 2020-07-24 01:54:20,521 - mmaction - INFO - Epoch [12][2480/3757] lr: 9.908e-02, eta: 5 days, 1:29:01, time: 0.674, data_time: 0.002, memory: 5237, top1_acc: 0.1422, top5_acc: 0.3531, loss_cls: 4.1667, loss: 4.1667, grad_norm: 1.7248 2020-07-24 01:54:33,625 - mmaction - INFO - Epoch [12][2500/3757] lr: 9.908e-02, eta: 5 days, 1:28:36, time: 0.656, data_time: 0.002, memory: 5237, top1_acc: 0.1672, top5_acc: 0.3641, loss_cls: 4.1436, loss: 4.1436, grad_norm: 1.6956 2020-07-24 01:54:46,117 - mmaction - INFO - Epoch [12][2520/3757] lr: 9.908e-02, eta: 5 days, 1:28:03, time: 0.625, data_time: 0.002, memory: 5237, top1_acc: 0.1422, top5_acc: 0.3703, loss_cls: 4.0605, loss: 4.0605, grad_norm: 1.6806 2020-07-24 01:54:59,863 - mmaction - INFO - Epoch [12][2540/3757] lr: 9.908e-02, eta: 5 days, 1:27:48, time: 0.687, data_time: 0.001, memory: 5237, top1_acc: 0.1555, top5_acc: 0.3570, loss_cls: 4.1743, loss: 4.1743, grad_norm: 1.7041 2020-07-24 01:55:12,725 - mmaction - INFO - Epoch [12][2560/3757] lr: 9.908e-02, eta: 5 days, 1:27:21, time: 0.644, data_time: 0.002, memory: 5237, top1_acc: 0.1352, top5_acc: 0.3484, loss_cls: 4.2167, loss: 4.2167, grad_norm: 1.6833 2020-07-24 01:55:26,690 - mmaction - INFO - Epoch [12][2580/3757] lr: 9.908e-02, eta: 5 days, 1:27:08, time: 0.697, data_time: 0.002, memory: 5237, top1_acc: 0.1547, top5_acc: 0.3711, loss_cls: 4.0605, loss: 4.0605, grad_norm: 1.6747 2020-07-24 01:55:39,360 - mmaction - INFO - Epoch [12][2600/3757] lr: 9.908e-02, eta: 5 days, 1:26:38, time: 0.635, data_time: 0.003, memory: 5237, top1_acc: 0.1656, top5_acc: 0.3969, loss_cls: 3.9597, loss: 3.9597, grad_norm: 1.7320 2020-07-24 01:55:51,991 - mmaction - INFO - Epoch [12][2620/3757] lr: 9.908e-02, eta: 5 days, 1:26:07, time: 0.631, data_time: 0.002, memory: 5237, top1_acc: 0.1641, top5_acc: 0.3570, loss_cls: 4.1596, loss: 4.1596, grad_norm: 1.6907 2020-07-24 01:56:05,047 - mmaction - INFO - Epoch [12][2640/3757] lr: 9.908e-02, eta: 5 days, 1:25:42, time: 0.653, data_time: 0.003, memory: 5237, top1_acc: 0.1414, top5_acc: 0.3555, loss_cls: 4.1830, loss: 4.1830, grad_norm: 1.6366 2020-07-24 01:56:17,889 - mmaction - INFO - Epoch [12][2660/3757] lr: 9.908e-02, eta: 5 days, 1:25:14, time: 0.643, data_time: 0.002, memory: 5237, top1_acc: 0.1586, top5_acc: 0.3664, loss_cls: 4.1362, loss: 4.1362, grad_norm: 1.6570 2020-07-24 01:56:31,399 - mmaction - INFO - Epoch [12][2680/3757] lr: 9.908e-02, eta: 5 days, 1:24:56, time: 0.675, data_time: 0.001, memory: 5237, top1_acc: 0.1602, top5_acc: 0.3937, loss_cls: 4.0652, loss: 4.0652, grad_norm: 1.6646 2020-07-24 01:56:46,061 - mmaction - INFO - Epoch [12][2700/3757] lr: 9.908e-02, eta: 5 days, 1:24:54, time: 0.733, data_time: 0.001, memory: 5237, top1_acc: 0.1406, top5_acc: 0.3461, loss_cls: 4.1889, loss: 4.1889, grad_norm: 1.7327 2020-07-24 01:57:00,883 - mmaction - INFO - Epoch [12][2720/3757] lr: 9.908e-02, eta: 5 days, 1:24:54, time: 0.741, data_time: 0.002, memory: 5237, top1_acc: 0.1711, top5_acc: 0.3656, loss_cls: 4.0688, loss: 4.0688, grad_norm: 1.6611 2020-07-24 01:57:14,646 - mmaction - INFO - Epoch [12][2740/3757] lr: 9.908e-02, eta: 5 days, 1:24:40, time: 0.688, data_time: 0.001, memory: 5237, top1_acc: 0.1711, top5_acc: 0.3680, loss_cls: 4.0979, loss: 4.0979, grad_norm: 1.7707 2020-07-24 01:57:28,393 - mmaction - INFO - Epoch [12][2760/3757] lr: 9.908e-02, eta: 5 days, 1:24:25, time: 0.687, data_time: 0.001, memory: 5237, top1_acc: 0.1281, top5_acc: 0.3375, loss_cls: 4.2261, loss: 4.2261, grad_norm: 1.6832 2020-07-24 01:57:41,751 - mmaction - INFO - Epoch [12][2780/3757] lr: 9.908e-02, eta: 5 days, 1:24:04, time: 0.668, data_time: 0.001, memory: 5237, top1_acc: 0.1633, top5_acc: 0.3711, loss_cls: 4.1584, loss: 4.1584, grad_norm: 1.6765 2020-07-24 01:57:54,452 - mmaction - INFO - Epoch [12][2800/3757] lr: 9.908e-02, eta: 5 days, 1:23:34, time: 0.635, data_time: 0.001, memory: 5237, top1_acc: 0.1492, top5_acc: 0.3719, loss_cls: 4.1235, loss: 4.1235, grad_norm: 1.6569 2020-07-24 01:58:07,487 - mmaction - INFO - Epoch [12][2820/3757] lr: 9.908e-02, eta: 5 days, 1:23:09, time: 0.652, data_time: 0.002, memory: 5237, top1_acc: 0.1586, top5_acc: 0.3609, loss_cls: 4.1296, loss: 4.1296, grad_norm: 1.6867 2020-07-24 01:58:20,307 - mmaction - INFO - Epoch [12][2840/3757] lr: 9.908e-02, eta: 5 days, 1:22:41, time: 0.640, data_time: 0.001, memory: 5237, top1_acc: 0.1508, top5_acc: 0.3602, loss_cls: 4.1574, loss: 4.1574, grad_norm: 1.7077 2020-07-24 01:58:34,932 - mmaction - INFO - Epoch [12][2860/3757] lr: 9.908e-02, eta: 5 days, 1:22:38, time: 0.732, data_time: 0.002, memory: 5237, top1_acc: 0.1508, top5_acc: 0.3727, loss_cls: 4.1266, loss: 4.1266, grad_norm: 1.6801 2020-07-24 01:58:48,676 - mmaction - INFO - Epoch [12][2880/3757] lr: 9.908e-02, eta: 5 days, 1:22:23, time: 0.687, data_time: 0.001, memory: 5237, top1_acc: 0.1555, top5_acc: 0.3602, loss_cls: 4.1593, loss: 4.1593, grad_norm: 1.6895 2020-07-24 01:59:02,095 - mmaction - INFO - Epoch [12][2900/3757] lr: 9.908e-02, eta: 5 days, 1:22:04, time: 0.671, data_time: 0.002, memory: 5237, top1_acc: 0.1695, top5_acc: 0.3969, loss_cls: 4.0652, loss: 4.0652, grad_norm: 1.7034 2020-07-24 01:59:14,683 - mmaction - INFO - Epoch [12][2920/3757] lr: 9.908e-02, eta: 5 days, 1:21:32, time: 0.629, data_time: 0.002, memory: 5237, top1_acc: 0.1453, top5_acc: 0.3555, loss_cls: 4.1768, loss: 4.1768, grad_norm: 1.7051 2020-07-24 01:59:30,897 - mmaction - INFO - Epoch [12][2940/3757] lr: 9.908e-02, eta: 5 days, 1:21:53, time: 0.811, data_time: 0.002, memory: 5237, top1_acc: 0.1469, top5_acc: 0.3492, loss_cls: 4.1795, loss: 4.1795, grad_norm: 1.6818 2020-07-24 01:59:44,673 - mmaction - INFO - Epoch [12][2960/3757] lr: 9.908e-02, eta: 5 days, 1:21:38, time: 0.688, data_time: 0.002, memory: 5237, top1_acc: 0.1516, top5_acc: 0.3828, loss_cls: 4.0987, loss: 4.0987, grad_norm: 1.7048 2020-07-24 01:59:57,910 - mmaction - INFO - Epoch [12][2980/3757] lr: 9.908e-02, eta: 5 days, 1:21:16, time: 0.662, data_time: 0.003, memory: 5237, top1_acc: 0.1703, top5_acc: 0.3734, loss_cls: 4.1213, loss: 4.1213, grad_norm: 1.6654 2020-07-24 02:00:18,223 - mmaction - INFO - Epoch [12][3000/3757] lr: 9.908e-02, eta: 5 days, 1:22:34, time: 1.014, data_time: 0.002, memory: 5237, top1_acc: 0.1602, top5_acc: 0.3672, loss_cls: 4.0978, loss: 4.0978, grad_norm: 1.7054 2020-07-24 02:00:32,693 - mmaction - INFO - Epoch [12][3020/3757] lr: 9.908e-02, eta: 5 days, 1:22:29, time: 0.725, data_time: 0.004, memory: 5237, top1_acc: 0.1734, top5_acc: 0.3547, loss_cls: 4.0745, loss: 4.0745, grad_norm: 1.7095 2020-07-24 02:00:46,076 - mmaction - INFO - Epoch [12][3040/3757] lr: 9.908e-02, eta: 5 days, 1:22:09, time: 0.669, data_time: 0.002, memory: 5237, top1_acc: 0.1570, top5_acc: 0.3594, loss_cls: 4.1026, loss: 4.1026, grad_norm: 1.7200 2020-07-24 02:00:58,451 - mmaction - INFO - Epoch [12][3060/3757] lr: 9.908e-02, eta: 5 days, 1:21:35, time: 0.619, data_time: 0.002, memory: 5237, top1_acc: 0.1547, top5_acc: 0.3594, loss_cls: 4.1454, loss: 4.1454, grad_norm: 1.6882 2020-07-24 02:01:11,873 - mmaction - INFO - Epoch [12][3080/3757] lr: 9.908e-02, eta: 5 days, 1:21:15, time: 0.671, data_time: 0.001, memory: 5237, top1_acc: 0.1484, top5_acc: 0.3656, loss_cls: 4.0999, loss: 4.0999, grad_norm: 1.6696 2020-07-24 02:01:25,231 - mmaction - INFO - Epoch [12][3100/3757] lr: 9.908e-02, eta: 5 days, 1:20:55, time: 0.668, data_time: 0.002, memory: 5237, top1_acc: 0.1281, top5_acc: 0.3398, loss_cls: 4.2400, loss: 4.2400, grad_norm: 1.7074 2020-07-24 02:01:39,140 - mmaction - INFO - Epoch [12][3120/3757] lr: 9.908e-02, eta: 5 days, 1:20:42, time: 0.696, data_time: 0.002, memory: 5237, top1_acc: 0.1367, top5_acc: 0.3516, loss_cls: 4.2011, loss: 4.2011, grad_norm: 1.6721 2020-07-24 02:01:52,524 - mmaction - INFO - Epoch [12][3140/3757] lr: 9.908e-02, eta: 5 days, 1:20:22, time: 0.669, data_time: 0.001, memory: 5237, top1_acc: 0.1586, top5_acc: 0.3711, loss_cls: 4.0959, loss: 4.0959, grad_norm: 1.6238 2020-07-24 02:02:05,078 - mmaction - INFO - Epoch [12][3160/3757] lr: 9.908e-02, eta: 5 days, 1:19:50, time: 0.627, data_time: 0.001, memory: 5237, top1_acc: 0.1633, top5_acc: 0.3836, loss_cls: 4.0670, loss: 4.0670, grad_norm: 1.6640 2020-07-24 02:02:17,748 - mmaction - INFO - Epoch [12][3180/3757] lr: 9.908e-02, eta: 5 days, 1:19:20, time: 0.634, data_time: 0.001, memory: 5237, top1_acc: 0.1477, top5_acc: 0.3547, loss_cls: 4.1970, loss: 4.1970, grad_norm: 1.6971 2020-07-24 02:02:31,979 - mmaction - INFO - Epoch [12][3200/3757] lr: 9.908e-02, eta: 5 days, 1:19:12, time: 0.712, data_time: 0.002, memory: 5237, top1_acc: 0.1547, top5_acc: 0.3703, loss_cls: 4.1827, loss: 4.1827, grad_norm: 1.7112 2020-07-24 02:02:46,057 - mmaction - INFO - Epoch [12][3220/3757] lr: 9.908e-02, eta: 5 days, 1:19:01, time: 0.702, data_time: 0.001, memory: 5237, top1_acc: 0.1508, top5_acc: 0.3508, loss_cls: 4.1765, loss: 4.1765, grad_norm: 1.6442 2020-07-24 02:02:59,141 - mmaction - INFO - Epoch [12][3240/3757] lr: 9.908e-02, eta: 5 days, 1:18:37, time: 0.655, data_time: 0.003, memory: 5237, top1_acc: 0.1469, top5_acc: 0.3531, loss_cls: 4.1338, loss: 4.1338, grad_norm: 1.6398 2020-07-24 02:03:13,210 - mmaction - INFO - Epoch [12][3260/3757] lr: 9.908e-02, eta: 5 days, 1:18:27, time: 0.703, data_time: 0.002, memory: 5237, top1_acc: 0.1539, top5_acc: 0.3609, loss_cls: 4.1353, loss: 4.1353, grad_norm: 1.6616 2020-07-24 02:03:25,781 - mmaction - INFO - Epoch [12][3280/3757] lr: 9.908e-02, eta: 5 days, 1:17:55, time: 0.628, data_time: 0.002, memory: 5237, top1_acc: 0.1461, top5_acc: 0.3508, loss_cls: 4.2056, loss: 4.2056, grad_norm: 1.6926 2020-07-24 02:03:38,587 - mmaction - INFO - Epoch [12][3300/3757] lr: 9.908e-02, eta: 5 days, 1:17:26, time: 0.640, data_time: 0.002, memory: 5237, top1_acc: 0.1617, top5_acc: 0.3695, loss_cls: 4.1135, loss: 4.1135, grad_norm: 1.6569 2020-07-24 02:03:52,197 - mmaction - INFO - Epoch [12][3320/3757] lr: 9.908e-02, eta: 5 days, 1:17:10, time: 0.681, data_time: 0.003, memory: 5237, top1_acc: 0.1500, top5_acc: 0.3500, loss_cls: 4.1211, loss: 4.1211, grad_norm: 1.7103 2020-07-24 02:04:05,585 - mmaction - INFO - Epoch [12][3340/3757] lr: 9.908e-02, eta: 5 days, 1:16:50, time: 0.670, data_time: 0.002, memory: 5237, top1_acc: 0.1445, top5_acc: 0.3617, loss_cls: 4.1376, loss: 4.1376, grad_norm: 1.7054 2020-07-24 02:04:18,603 - mmaction - INFO - Epoch [12][3360/3757] lr: 9.908e-02, eta: 5 days, 1:16:25, time: 0.651, data_time: 0.002, memory: 5237, top1_acc: 0.1602, top5_acc: 0.3758, loss_cls: 4.0907, loss: 4.0907, grad_norm: 1.6747 2020-07-24 02:04:31,307 - mmaction - INFO - Epoch [12][3380/3757] lr: 9.908e-02, eta: 5 days, 1:15:55, time: 0.635, data_time: 0.002, memory: 5237, top1_acc: 0.1625, top5_acc: 0.3875, loss_cls: 4.0506, loss: 4.0506, grad_norm: 1.6980 2020-07-24 02:04:44,021 - mmaction - INFO - Epoch [12][3400/3757] lr: 9.908e-02, eta: 5 days, 1:15:25, time: 0.635, data_time: 0.002, memory: 5237, top1_acc: 0.1664, top5_acc: 0.3703, loss_cls: 4.1105, loss: 4.1105, grad_norm: 1.7169 2020-07-24 02:04:57,923 - mmaction - INFO - Epoch [12][3420/3757] lr: 9.908e-02, eta: 5 days, 1:15:12, time: 0.695, data_time: 0.002, memory: 5237, top1_acc: 0.1711, top5_acc: 0.3688, loss_cls: 4.1481, loss: 4.1481, grad_norm: 1.6995 2020-07-24 02:05:10,467 - mmaction - INFO - Epoch [12][3440/3757] lr: 9.908e-02, eta: 5 days, 1:14:41, time: 0.628, data_time: 0.002, memory: 5237, top1_acc: 0.1609, top5_acc: 0.3633, loss_cls: 4.0969, loss: 4.0969, grad_norm: 1.7044 2020-07-24 02:05:24,892 - mmaction - INFO - Epoch [12][3460/3757] lr: 9.908e-02, eta: 5 days, 1:14:35, time: 0.721, data_time: 0.002, memory: 5237, top1_acc: 0.1539, top5_acc: 0.3602, loss_cls: 4.1828, loss: 4.1828, grad_norm: 1.6926 2020-07-24 02:05:38,986 - mmaction - INFO - Epoch [12][3480/3757] lr: 9.908e-02, eta: 5 days, 1:14:25, time: 0.706, data_time: 0.002, memory: 5237, top1_acc: 0.1586, top5_acc: 0.3688, loss_cls: 4.1219, loss: 4.1219, grad_norm: 1.6901 2020-07-24 02:05:53,531 - mmaction - INFO - Epoch [12][3500/3757] lr: 9.908e-02, eta: 5 days, 1:14:22, time: 0.727, data_time: 0.001, memory: 5237, top1_acc: 0.1508, top5_acc: 0.3586, loss_cls: 4.1967, loss: 4.1967, grad_norm: 1.7000 2020-07-24 02:06:08,271 - mmaction - INFO - Epoch [12][3520/3757] lr: 9.908e-02, eta: 5 days, 1:14:21, time: 0.737, data_time: 0.002, memory: 5237, top1_acc: 0.1648, top5_acc: 0.3688, loss_cls: 4.1115, loss: 4.1115, grad_norm: 1.6564 2020-07-24 02:06:20,736 - mmaction - INFO - Epoch [12][3540/3757] lr: 9.908e-02, eta: 5 days, 1:13:48, time: 0.623, data_time: 0.002, memory: 5237, top1_acc: 0.1555, top5_acc: 0.3656, loss_cls: 4.0837, loss: 4.0837, grad_norm: 1.7010 2020-07-24 02:06:33,000 - mmaction - INFO - Epoch [12][3560/3757] lr: 9.908e-02, eta: 5 days, 1:13:12, time: 0.613, data_time: 0.002, memory: 5237, top1_acc: 0.1562, top5_acc: 0.3578, loss_cls: 4.1297, loss: 4.1297, grad_norm: 1.6903 2020-07-24 02:06:46,369 - mmaction - INFO - Epoch [12][3580/3757] lr: 9.908e-02, eta: 5 days, 1:12:52, time: 0.669, data_time: 0.002, memory: 5237, top1_acc: 0.1648, top5_acc: 0.3594, loss_cls: 4.1401, loss: 4.1401, grad_norm: 1.7112 2020-07-24 02:06:59,322 - mmaction - INFO - Epoch [12][3600/3757] lr: 9.908e-02, eta: 5 days, 1:12:26, time: 0.648, data_time: 0.002, memory: 5237, top1_acc: 0.1523, top5_acc: 0.3445, loss_cls: 4.2142, loss: 4.2142, grad_norm: 1.6863 2020-07-24 02:07:12,998 - mmaction - INFO - Epoch [12][3620/3757] lr: 9.908e-02, eta: 5 days, 1:12:10, time: 0.683, data_time: 0.001, memory: 5237, top1_acc: 0.1500, top5_acc: 0.3430, loss_cls: 4.2023, loss: 4.2023, grad_norm: 1.6154 2020-07-24 02:07:25,585 - mmaction - INFO - Epoch [12][3640/3757] lr: 9.908e-02, eta: 5 days, 1:11:39, time: 0.630, data_time: 0.003, memory: 5237, top1_acc: 0.1602, top5_acc: 0.3688, loss_cls: 4.0902, loss: 4.0902, grad_norm: 1.6498 2020-07-24 02:07:37,801 - mmaction - INFO - Epoch [12][3660/3757] lr: 9.908e-02, eta: 5 days, 1:11:02, time: 0.611, data_time: 0.002, memory: 5237, top1_acc: 0.1617, top5_acc: 0.3563, loss_cls: 4.1400, loss: 4.1400, grad_norm: 1.6989 2020-07-24 02:07:51,298 - mmaction - INFO - Epoch [12][3680/3757] lr: 9.908e-02, eta: 5 days, 1:10:44, time: 0.675, data_time: 0.001, memory: 5237, top1_acc: 0.1516, top5_acc: 0.3563, loss_cls: 4.1619, loss: 4.1619, grad_norm: 1.7230 2020-07-24 02:08:03,773 - mmaction - INFO - Epoch [12][3700/3757] lr: 9.908e-02, eta: 5 days, 1:10:11, time: 0.623, data_time: 0.001, memory: 5237, top1_acc: 0.1688, top5_acc: 0.3844, loss_cls: 4.0852, loss: 4.0852, grad_norm: 1.6923 2020-07-24 02:08:16,681 - mmaction - INFO - Epoch [12][3720/3757] lr: 9.908e-02, eta: 5 days, 1:09:45, time: 0.646, data_time: 0.003, memory: 5237, top1_acc: 0.1578, top5_acc: 0.3773, loss_cls: 4.0652, loss: 4.0652, grad_norm: 1.6945 2020-07-24 02:08:30,119 - mmaction - INFO - Epoch [12][3740/3757] lr: 9.908e-02, eta: 5 days, 1:09:25, time: 0.672, data_time: 0.002, memory: 5237, top1_acc: 0.1547, top5_acc: 0.3539, loss_cls: 4.1428, loss: 4.1428, grad_norm: 1.7288 2020-07-24 02:12:46,357 - mmaction - INFO - Epoch [13][20/3757] lr: 9.891e-02, eta: 5 days, 1:58:39, time: 11.923, data_time: 11.167, memory: 5237, top1_acc: 0.1711, top5_acc: 0.3680, loss_cls: 4.0661, loss: 4.0661, grad_norm: 1.6676 2020-07-24 02:12:59,013 - mmaction - INFO - Epoch [13][40/3757] lr: 9.891e-02, eta: 5 days, 1:58:07, time: 0.633, data_time: 0.002, memory: 5237, top1_acc: 0.1711, top5_acc: 0.3875, loss_cls: 4.0716, loss: 4.0716, grad_norm: 1.7189 2020-07-24 02:13:12,444 - mmaction - INFO - Epoch [13][60/3757] lr: 9.891e-02, eta: 5 days, 1:57:47, time: 0.672, data_time: 0.002, memory: 5237, top1_acc: 0.1586, top5_acc: 0.3969, loss_cls: 3.9747, loss: 3.9747, grad_norm: 1.7211 2020-07-24 02:13:26,167 - mmaction - INFO - Epoch [13][80/3757] lr: 9.891e-02, eta: 5 days, 1:57:30, time: 0.686, data_time: 0.002, memory: 5237, top1_acc: 0.1617, top5_acc: 0.3727, loss_cls: 4.0959, loss: 4.0959, grad_norm: 1.7594 2020-07-24 02:13:39,368 - mmaction - INFO - Epoch [13][100/3757] lr: 9.891e-02, eta: 5 days, 1:57:06, time: 0.660, data_time: 0.002, memory: 5237, top1_acc: 0.1625, top5_acc: 0.3625, loss_cls: 4.1099, loss: 4.1099, grad_norm: 1.6979 2020-07-24 02:13:53,231 - mmaction - INFO - Epoch [13][120/3757] lr: 9.891e-02, eta: 5 days, 1:56:52, time: 0.693, data_time: 0.002, memory: 5237, top1_acc: 0.1508, top5_acc: 0.3664, loss_cls: 4.1961, loss: 4.1961, grad_norm: 1.7050 2020-07-24 02:14:06,057 - mmaction - INFO - Epoch [13][140/3757] lr: 9.891e-02, eta: 5 days, 1:56:23, time: 0.641, data_time: 0.002, memory: 5237, top1_acc: 0.1602, top5_acc: 0.3617, loss_cls: 4.1221, loss: 4.1221, grad_norm: 1.6788 2020-07-24 02:14:18,496 - mmaction - INFO - Epoch [13][160/3757] lr: 9.891e-02, eta: 5 days, 1:55:48, time: 0.622, data_time: 0.003, memory: 5237, top1_acc: 0.1492, top5_acc: 0.3523, loss_cls: 4.1562, loss: 4.1562, grad_norm: 1.6594 2020-07-24 02:14:32,405 - mmaction - INFO - Epoch [13][180/3757] lr: 9.891e-02, eta: 5 days, 1:55:34, time: 0.696, data_time: 0.003, memory: 5237, top1_acc: 0.1617, top5_acc: 0.3602, loss_cls: 4.1117, loss: 4.1117, grad_norm: 1.6953 2020-07-24 02:14:46,298 - mmaction - INFO - Epoch [13][200/3757] lr: 9.891e-02, eta: 5 days, 1:55:20, time: 0.695, data_time: 0.002, memory: 5237, top1_acc: 0.1516, top5_acc: 0.3547, loss_cls: 4.2113, loss: 4.2113, grad_norm: 1.6902 2020-07-24 02:14:59,293 - mmaction - INFO - Epoch [13][220/3757] lr: 9.891e-02, eta: 5 days, 1:54:53, time: 0.650, data_time: 0.002, memory: 5237, top1_acc: 0.1789, top5_acc: 0.4008, loss_cls: 4.0159, loss: 4.0159, grad_norm: 1.6937 2020-07-24 02:15:14,065 - mmaction - INFO - Epoch [13][240/3757] lr: 9.891e-02, eta: 5 days, 1:54:51, time: 0.738, data_time: 0.002, memory: 5237, top1_acc: 0.1820, top5_acc: 0.3906, loss_cls: 4.0040, loss: 4.0040, grad_norm: 1.7314 2020-07-24 02:15:27,506 - mmaction - INFO - Epoch [13][260/3757] lr: 9.891e-02, eta: 5 days, 1:54:31, time: 0.673, data_time: 0.002, memory: 5237, top1_acc: 0.1547, top5_acc: 0.3500, loss_cls: 4.1622, loss: 4.1622, grad_norm: 1.7409 2020-07-24 02:15:41,741 - mmaction - INFO - Epoch [13][280/3757] lr: 9.891e-02, eta: 5 days, 1:54:21, time: 0.711, data_time: 0.002, memory: 5237, top1_acc: 0.1523, top5_acc: 0.3672, loss_cls: 4.1466, loss: 4.1466, grad_norm: 1.6686 2020-07-24 02:15:54,964 - mmaction - INFO - Epoch [13][300/3757] lr: 9.891e-02, eta: 5 days, 1:53:58, time: 0.662, data_time: 0.003, memory: 5237, top1_acc: 0.1508, top5_acc: 0.3609, loss_cls: 4.1661, loss: 4.1661, grad_norm: 1.6845 2020-07-24 02:16:09,022 - mmaction - INFO - Epoch [13][320/3757] lr: 9.891e-02, eta: 5 days, 1:53:46, time: 0.702, data_time: 0.002, memory: 5237, top1_acc: 0.1734, top5_acc: 0.3719, loss_cls: 4.0815, loss: 4.0815, grad_norm: 1.6763 2020-07-24 02:16:22,769 - mmaction - INFO - Epoch [13][340/3757] lr: 9.891e-02, eta: 5 days, 1:53:30, time: 0.688, data_time: 0.002, memory: 5237, top1_acc: 0.1586, top5_acc: 0.3516, loss_cls: 4.1829, loss: 4.1829, grad_norm: 1.7375 2020-07-24 02:16:36,936 - mmaction - INFO - Epoch [13][360/3757] lr: 9.891e-02, eta: 5 days, 1:53:20, time: 0.708, data_time: 0.001, memory: 5237, top1_acc: 0.1492, top5_acc: 0.3789, loss_cls: 4.1267, loss: 4.1267, grad_norm: 1.6530 2020-07-24 02:16:51,714 - mmaction - INFO - Epoch [13][380/3757] lr: 9.891e-02, eta: 5 days, 1:53:17, time: 0.738, data_time: 0.002, memory: 5237, top1_acc: 0.1625, top5_acc: 0.3836, loss_cls: 4.0447, loss: 4.0447, grad_norm: 1.6505 2020-07-24 02:17:04,942 - mmaction - INFO - Epoch [13][400/3757] lr: 9.891e-02, eta: 5 days, 1:52:54, time: 0.662, data_time: 0.002, memory: 5237, top1_acc: 0.1477, top5_acc: 0.3727, loss_cls: 4.1485, loss: 4.1485, grad_norm: 1.7309 2020-07-24 02:17:18,626 - mmaction - INFO - Epoch [13][420/3757] lr: 9.891e-02, eta: 5 days, 1:52:37, time: 0.684, data_time: 0.002, memory: 5237, top1_acc: 0.1875, top5_acc: 0.3906, loss_cls: 4.0069, loss: 4.0069, grad_norm: 1.6740 2020-07-24 02:17:31,614 - mmaction - INFO - Epoch [13][440/3757] lr: 9.891e-02, eta: 5 days, 1:52:11, time: 0.650, data_time: 0.002, memory: 5237, top1_acc: 0.1594, top5_acc: 0.3648, loss_cls: 4.1503, loss: 4.1503, grad_norm: 1.7032 2020-07-24 02:17:46,667 - mmaction - INFO - Epoch [13][460/3757] lr: 9.891e-02, eta: 5 days, 1:52:12, time: 0.753, data_time: 0.002, memory: 5237, top1_acc: 0.1539, top5_acc: 0.3703, loss_cls: 4.1097, loss: 4.1097, grad_norm: 1.6952 2020-07-24 02:17:59,771 - mmaction - INFO - Epoch [13][480/3757] lr: 9.891e-02, eta: 5 days, 1:51:47, time: 0.654, data_time: 0.001, memory: 5237, top1_acc: 0.1539, top5_acc: 0.3523, loss_cls: 4.1307, loss: 4.1307, grad_norm: 1.6917 2020-07-24 02:18:13,110 - mmaction - INFO - Epoch [13][500/3757] lr: 9.891e-02, eta: 5 days, 1:51:25, time: 0.668, data_time: 0.002, memory: 5237, top1_acc: 0.1695, top5_acc: 0.3953, loss_cls: 4.0149, loss: 4.0149, grad_norm: 1.7257 2020-07-24 02:18:27,816 - mmaction - INFO - Epoch [13][520/3757] lr: 9.891e-02, eta: 5 days, 1:51:22, time: 0.735, data_time: 0.001, memory: 5237, top1_acc: 0.1594, top5_acc: 0.3742, loss_cls: 4.1358, loss: 4.1358, grad_norm: 1.7329 2020-07-24 02:18:42,382 - mmaction - INFO - Epoch [13][540/3757] lr: 9.891e-02, eta: 5 days, 1:51:18, time: 0.729, data_time: 0.002, memory: 5237, top1_acc: 0.1695, top5_acc: 0.3937, loss_cls: 4.0560, loss: 4.0560, grad_norm: 1.7218 2020-07-24 02:18:56,719 - mmaction - INFO - Epoch [13][560/3757] lr: 9.891e-02, eta: 5 days, 1:51:09, time: 0.716, data_time: 0.001, memory: 5237, top1_acc: 0.1758, top5_acc: 0.3961, loss_cls: 4.0405, loss: 4.0405, grad_norm: 1.7342 2020-07-24 02:19:10,662 - mmaction - INFO - Epoch [13][580/3757] lr: 9.891e-02, eta: 5 days, 1:50:56, time: 0.698, data_time: 0.002, memory: 5237, top1_acc: 0.1531, top5_acc: 0.3672, loss_cls: 4.1421, loss: 4.1421, grad_norm: 1.7309 2020-07-24 02:19:24,074 - mmaction - INFO - Epoch [13][600/3757] lr: 9.891e-02, eta: 5 days, 1:50:35, time: 0.670, data_time: 0.001, memory: 5237, top1_acc: 0.1664, top5_acc: 0.3797, loss_cls: 4.1004, loss: 4.1004, grad_norm: 1.7041 2020-07-24 02:19:36,922 - mmaction - INFO - Epoch [13][620/3757] lr: 9.891e-02, eta: 5 days, 1:50:07, time: 0.642, data_time: 0.001, memory: 5237, top1_acc: 0.1578, top5_acc: 0.3703, loss_cls: 4.0934, loss: 4.0934, grad_norm: 1.7343 2020-07-24 02:19:50,667 - mmaction - INFO - Epoch [13][640/3757] lr: 9.891e-02, eta: 5 days, 1:49:50, time: 0.687, data_time: 0.002, memory: 5237, top1_acc: 0.1562, top5_acc: 0.3563, loss_cls: 4.1260, loss: 4.1260, grad_norm: 1.7073 2020-07-24 02:20:03,984 - mmaction - INFO - Epoch [13][660/3757] lr: 9.891e-02, eta: 5 days, 1:49:28, time: 0.665, data_time: 0.001, memory: 5237, top1_acc: 0.1508, top5_acc: 0.3594, loss_cls: 4.1354, loss: 4.1354, grad_norm: 1.6630 2020-07-24 02:20:17,954 - mmaction - INFO - Epoch [13][680/3757] lr: 9.891e-02, eta: 5 days, 1:49:15, time: 0.699, data_time: 0.002, memory: 5237, top1_acc: 0.1469, top5_acc: 0.3695, loss_cls: 4.1282, loss: 4.1282, grad_norm: 1.6265 2020-07-24 02:20:31,630 - mmaction - INFO - Epoch [13][700/3757] lr: 9.891e-02, eta: 5 days, 1:48:58, time: 0.684, data_time: 0.002, memory: 5237, top1_acc: 0.1516, top5_acc: 0.3695, loss_cls: 4.0934, loss: 4.0934, grad_norm: 1.6788 2020-07-24 02:20:44,529 - mmaction - INFO - Epoch [13][720/3757] lr: 9.891e-02, eta: 5 days, 1:48:30, time: 0.645, data_time: 0.001, memory: 5237, top1_acc: 0.1594, top5_acc: 0.3703, loss_cls: 4.1233, loss: 4.1233, grad_norm: 1.6757 2020-07-24 02:20:56,860 - mmaction - INFO - Epoch [13][740/3757] lr: 9.891e-02, eta: 5 days, 1:47:54, time: 0.616, data_time: 0.001, memory: 5237, top1_acc: 0.1375, top5_acc: 0.3688, loss_cls: 4.1614, loss: 4.1614, grad_norm: 1.7035 2020-07-24 02:21:09,326 - mmaction - INFO - Epoch [13][760/3757] lr: 9.891e-02, eta: 5 days, 1:47:21, time: 0.623, data_time: 0.002, memory: 5237, top1_acc: 0.1414, top5_acc: 0.3766, loss_cls: 4.0826, loss: 4.0826, grad_norm: 1.6848 2020-07-24 02:21:22,320 - mmaction - INFO - Epoch [13][780/3757] lr: 9.891e-02, eta: 5 days, 1:46:54, time: 0.649, data_time: 0.002, memory: 5237, top1_acc: 0.1641, top5_acc: 0.3805, loss_cls: 4.0609, loss: 4.0609, grad_norm: 1.6617 2020-07-24 02:21:35,491 - mmaction - INFO - Epoch [13][800/3757] lr: 9.891e-02, eta: 5 days, 1:46:30, time: 0.659, data_time: 0.003, memory: 5237, top1_acc: 0.1547, top5_acc: 0.3664, loss_cls: 4.1220, loss: 4.1220, grad_norm: 1.7320 2020-07-24 02:21:48,571 - mmaction - INFO - Epoch [13][820/3757] lr: 9.891e-02, eta: 5 days, 1:46:05, time: 0.654, data_time: 0.002, memory: 5237, top1_acc: 0.1625, top5_acc: 0.3648, loss_cls: 4.0939, loss: 4.0939, grad_norm: 1.7024 2020-07-24 02:22:00,860 - mmaction - INFO - Epoch [13][840/3757] lr: 9.891e-02, eta: 5 days, 1:45:29, time: 0.615, data_time: 0.002, memory: 5237, top1_acc: 0.1578, top5_acc: 0.3523, loss_cls: 4.1422, loss: 4.1422, grad_norm: 1.7029 2020-07-24 02:22:13,709 - mmaction - INFO - Epoch [13][860/3757] lr: 9.891e-02, eta: 5 days, 1:45:00, time: 0.641, data_time: 0.001, memory: 5237, top1_acc: 0.1477, top5_acc: 0.3656, loss_cls: 4.1539, loss: 4.1539, grad_norm: 1.6714 2020-07-24 02:22:26,813 - mmaction - INFO - Epoch [13][880/3757] lr: 9.891e-02, eta: 5 days, 1:44:35, time: 0.656, data_time: 0.003, memory: 5237, top1_acc: 0.1672, top5_acc: 0.3617, loss_cls: 4.1098, loss: 4.1098, grad_norm: 1.6949 2020-07-24 02:22:39,640 - mmaction - INFO - Epoch [13][900/3757] lr: 9.891e-02, eta: 5 days, 1:44:07, time: 0.641, data_time: 0.002, memory: 5237, top1_acc: 0.1727, top5_acc: 0.3820, loss_cls: 4.0568, loss: 4.0568, grad_norm: 1.6475 2020-07-24 02:22:52,968 - mmaction - INFO - Epoch [13][920/3757] lr: 9.891e-02, eta: 5 days, 1:43:45, time: 0.667, data_time: 0.003, memory: 5237, top1_acc: 0.1648, top5_acc: 0.3719, loss_cls: 4.0760, loss: 4.0760, grad_norm: 1.6960 2020-07-24 02:23:07,304 - mmaction - INFO - Epoch [13][940/3757] lr: 9.891e-02, eta: 5 days, 1:43:36, time: 0.715, data_time: 0.001, memory: 5237, top1_acc: 0.1578, top5_acc: 0.3773, loss_cls: 4.1358, loss: 4.1358, grad_norm: 1.7438 2020-07-24 02:23:21,811 - mmaction - INFO - Epoch [13][960/3757] lr: 9.891e-02, eta: 5 days, 1:43:31, time: 0.727, data_time: 0.003, memory: 5237, top1_acc: 0.1594, top5_acc: 0.3953, loss_cls: 4.0103, loss: 4.0103, grad_norm: 1.7166 2020-07-24 02:23:35,909 - mmaction - INFO - Epoch [13][980/3757] lr: 9.891e-02, eta: 5 days, 1:43:20, time: 0.704, data_time: 0.002, memory: 5237, top1_acc: 0.1688, top5_acc: 0.3844, loss_cls: 4.0797, loss: 4.0797, grad_norm: 1.7319 2020-07-24 02:23:48,507 - mmaction - INFO - Epoch [13][1000/3757] lr: 9.891e-02, eta: 5 days, 1:42:48, time: 0.630, data_time: 0.002, memory: 5237, top1_acc: 0.1523, top5_acc: 0.3383, loss_cls: 4.2624, loss: 4.2624, grad_norm: 1.7274 2020-07-24 02:24:01,389 - mmaction - INFO - Epoch [13][1020/3757] lr: 9.891e-02, eta: 5 days, 1:42:20, time: 0.644, data_time: 0.001, memory: 5237, top1_acc: 0.1617, top5_acc: 0.3742, loss_cls: 4.1043, loss: 4.1043, grad_norm: 1.6393 2020-07-24 02:24:14,393 - mmaction - INFO - Epoch [13][1040/3757] lr: 9.891e-02, eta: 5 days, 1:41:54, time: 0.650, data_time: 0.002, memory: 5237, top1_acc: 0.1641, top5_acc: 0.3750, loss_cls: 4.0896, loss: 4.0896, grad_norm: 1.6916 2020-07-24 02:24:26,876 - mmaction - INFO - Epoch [13][1060/3757] lr: 9.891e-02, eta: 5 days, 1:41:20, time: 0.624, data_time: 0.002, memory: 5237, top1_acc: 0.1664, top5_acc: 0.3836, loss_cls: 4.1112, loss: 4.1112, grad_norm: 1.6842 2020-07-24 02:24:43,026 - mmaction - INFO - Epoch [13][1080/3757] lr: 9.891e-02, eta: 5 days, 1:41:37, time: 0.807, data_time: 0.002, memory: 5237, top1_acc: 0.1578, top5_acc: 0.3563, loss_cls: 4.1635, loss: 4.1635, grad_norm: 1.6703 2020-07-24 02:24:56,157 - mmaction - INFO - Epoch [13][1100/3757] lr: 9.891e-02, eta: 5 days, 1:41:13, time: 0.657, data_time: 0.002, memory: 5237, top1_acc: 0.1781, top5_acc: 0.3836, loss_cls: 4.0126, loss: 4.0126, grad_norm: 1.7072 2020-07-24 02:25:09,630 - mmaction - INFO - Epoch [13][1120/3757] lr: 9.891e-02, eta: 5 days, 1:40:53, time: 0.673, data_time: 0.002, memory: 5237, top1_acc: 0.1633, top5_acc: 0.3875, loss_cls: 4.0289, loss: 4.0289, grad_norm: 1.7034 2020-07-24 02:25:22,944 - mmaction - INFO - Epoch [13][1140/3757] lr: 9.891e-02, eta: 5 days, 1:40:31, time: 0.666, data_time: 0.002, memory: 5237, top1_acc: 0.1461, top5_acc: 0.3680, loss_cls: 4.1063, loss: 4.1063, grad_norm: 1.7135 2020-07-24 02:25:36,138 - mmaction - INFO - Epoch [13][1160/3757] lr: 9.891e-02, eta: 5 days, 1:40:07, time: 0.660, data_time: 0.002, memory: 5237, top1_acc: 0.1766, top5_acc: 0.3648, loss_cls: 4.0923, loss: 4.0923, grad_norm: 1.6816 2020-07-24 02:25:48,839 - mmaction - INFO - Epoch [13][1180/3757] lr: 9.891e-02, eta: 5 days, 1:39:37, time: 0.636, data_time: 0.002, memory: 5237, top1_acc: 0.1555, top5_acc: 0.3758, loss_cls: 4.1428, loss: 4.1428, grad_norm: 1.7375 2020-07-24 02:26:01,002 - mmaction - INFO - Epoch [13][1200/3757] lr: 9.891e-02, eta: 5 days, 1:38:59, time: 0.608, data_time: 0.001, memory: 5237, top1_acc: 0.1625, top5_acc: 0.3695, loss_cls: 4.1377, loss: 4.1377, grad_norm: 1.7285 2020-07-24 02:26:13,784 - mmaction - INFO - Epoch [13][1220/3757] lr: 9.891e-02, eta: 5 days, 1:38:30, time: 0.639, data_time: 0.002, memory: 5237, top1_acc: 0.1742, top5_acc: 0.3758, loss_cls: 4.0798, loss: 4.0798, grad_norm: 1.7655 2020-07-24 02:26:27,324 - mmaction - INFO - Epoch [13][1240/3757] lr: 9.891e-02, eta: 5 days, 1:38:12, time: 0.677, data_time: 0.001, memory: 5237, top1_acc: 0.1797, top5_acc: 0.3703, loss_cls: 4.0773, loss: 4.0773, grad_norm: 1.7200 2020-07-24 02:26:41,650 - mmaction - INFO - Epoch [13][1260/3757] lr: 9.891e-02, eta: 5 days, 1:38:03, time: 0.716, data_time: 0.001, memory: 5237, top1_acc: 0.1727, top5_acc: 0.3828, loss_cls: 4.0739, loss: 4.0739, grad_norm: 1.7076 2020-07-24 02:26:55,636 - mmaction - INFO - Epoch [13][1280/3757] lr: 9.891e-02, eta: 5 days, 1:37:51, time: 0.699, data_time: 0.002, memory: 5237, top1_acc: 0.1586, top5_acc: 0.3789, loss_cls: 4.1062, loss: 4.1062, grad_norm: 1.6892 2020-07-24 02:27:08,601 - mmaction - INFO - Epoch [13][1300/3757] lr: 9.891e-02, eta: 5 days, 1:37:24, time: 0.648, data_time: 0.002, memory: 5237, top1_acc: 0.1742, top5_acc: 0.3820, loss_cls: 4.1287, loss: 4.1287, grad_norm: 1.6933 2020-07-24 02:27:21,079 - mmaction - INFO - Epoch [13][1320/3757] lr: 9.891e-02, eta: 5 days, 1:36:51, time: 0.624, data_time: 0.001, memory: 5237, top1_acc: 0.1469, top5_acc: 0.3766, loss_cls: 4.0564, loss: 4.0564, grad_norm: 1.6670 2020-07-24 02:27:34,249 - mmaction - INFO - Epoch [13][1340/3757] lr: 9.891e-02, eta: 5 days, 1:36:27, time: 0.658, data_time: 0.002, memory: 5237, top1_acc: 0.1492, top5_acc: 0.3688, loss_cls: 4.1371, loss: 4.1371, grad_norm: 1.7489 2020-07-24 02:27:46,934 - mmaction - INFO - Epoch [13][1360/3757] lr: 9.891e-02, eta: 5 days, 1:35:56, time: 0.634, data_time: 0.002, memory: 5237, top1_acc: 0.1484, top5_acc: 0.3453, loss_cls: 4.1565, loss: 4.1565, grad_norm: 1.7043 2020-07-24 02:28:00,833 - mmaction - INFO - Epoch [13][1380/3757] lr: 9.891e-02, eta: 5 days, 1:35:42, time: 0.695, data_time: 0.002, memory: 5237, top1_acc: 0.1703, top5_acc: 0.3711, loss_cls: 4.1130, loss: 4.1130, grad_norm: 1.7120 2020-07-24 02:28:14,690 - mmaction - INFO - Epoch [13][1400/3757] lr: 9.891e-02, eta: 5 days, 1:35:28, time: 0.693, data_time: 0.002, memory: 5237, top1_acc: 0.1641, top5_acc: 0.3711, loss_cls: 4.0804, loss: 4.0804, grad_norm: 1.7289 2020-07-24 02:28:28,634 - mmaction - INFO - Epoch [13][1420/3757] lr: 9.891e-02, eta: 5 days, 1:35:14, time: 0.697, data_time: 0.002, memory: 5237, top1_acc: 0.1711, top5_acc: 0.3758, loss_cls: 4.0514, loss: 4.0514, grad_norm: 1.6968 2020-07-24 02:28:42,368 - mmaction - INFO - Epoch [13][1440/3757] lr: 9.891e-02, eta: 5 days, 1:34:58, time: 0.687, data_time: 0.002, memory: 5237, top1_acc: 0.1531, top5_acc: 0.3711, loss_cls: 4.1313, loss: 4.1313, grad_norm: 1.7159 2020-07-24 02:28:55,190 - mmaction - INFO - Epoch [13][1460/3757] lr: 9.891e-02, eta: 5 days, 1:34:30, time: 0.641, data_time: 0.002, memory: 5237, top1_acc: 0.1477, top5_acc: 0.3609, loss_cls: 4.1479, loss: 4.1479, grad_norm: 1.6661 2020-07-24 02:29:07,946 - mmaction - INFO - Epoch [13][1480/3757] lr: 9.891e-02, eta: 5 days, 1:34:01, time: 0.638, data_time: 0.002, memory: 5237, top1_acc: 0.1469, top5_acc: 0.3672, loss_cls: 4.1321, loss: 4.1321, grad_norm: 1.7012 2020-07-24 02:29:20,358 - mmaction - INFO - Epoch [13][1500/3757] lr: 9.891e-02, eta: 5 days, 1:33:27, time: 0.621, data_time: 0.001, memory: 5237, top1_acc: 0.1719, top5_acc: 0.3852, loss_cls: 4.0572, loss: 4.0572, grad_norm: 1.6727 2020-07-24 02:29:33,066 - mmaction - INFO - Epoch [13][1520/3757] lr: 9.891e-02, eta: 5 days, 1:32:56, time: 0.635, data_time: 0.002, memory: 5237, top1_acc: 0.1570, top5_acc: 0.3602, loss_cls: 4.1343, loss: 4.1343, grad_norm: 1.7454 2020-07-24 02:29:46,486 - mmaction - INFO - Epoch [13][1540/3757] lr: 9.891e-02, eta: 5 days, 1:32:36, time: 0.671, data_time: 0.002, memory: 5237, top1_acc: 0.1531, top5_acc: 0.3719, loss_cls: 4.1352, loss: 4.1352, grad_norm: 1.7035 2020-07-24 02:29:59,023 - mmaction - INFO - Epoch [13][1560/3757] lr: 9.891e-02, eta: 5 days, 1:32:04, time: 0.627, data_time: 0.002, memory: 5237, top1_acc: 0.1680, top5_acc: 0.3727, loss_cls: 4.0736, loss: 4.0736, grad_norm: 1.6611 2020-07-24 02:30:11,048 - mmaction - INFO - Epoch [13][1580/3757] lr: 9.891e-02, eta: 5 days, 1:31:25, time: 0.602, data_time: 0.003, memory: 5237, top1_acc: 0.1609, top5_acc: 0.3789, loss_cls: 4.0326, loss: 4.0326, grad_norm: 1.7042 2020-07-24 02:30:23,399 - mmaction - INFO - Epoch [13][1600/3757] lr: 9.891e-02, eta: 5 days, 1:30:50, time: 0.617, data_time: 0.002, memory: 5237, top1_acc: 0.1437, top5_acc: 0.3328, loss_cls: 4.1780, loss: 4.1780, grad_norm: 1.7113 2020-07-24 02:30:37,137 - mmaction - INFO - Epoch [13][1620/3757] lr: 9.891e-02, eta: 5 days, 1:30:34, time: 0.687, data_time: 0.002, memory: 5237, top1_acc: 0.1578, top5_acc: 0.3602, loss_cls: 4.1308, loss: 4.1308, grad_norm: 1.6956 2020-07-24 02:30:50,399 - mmaction - INFO - Epoch [13][1640/3757] lr: 9.891e-02, eta: 5 days, 1:30:11, time: 0.663, data_time: 0.003, memory: 5237, top1_acc: 0.1609, top5_acc: 0.4047, loss_cls: 4.0513, loss: 4.0513, grad_norm: 1.6908 2020-07-24 02:31:04,326 - mmaction - INFO - Epoch [13][1660/3757] lr: 9.891e-02, eta: 5 days, 1:29:58, time: 0.696, data_time: 0.001, memory: 5237, top1_acc: 0.1773, top5_acc: 0.4023, loss_cls: 4.0226, loss: 4.0226, grad_norm: 1.7354 2020-07-24 02:31:17,182 - mmaction - INFO - Epoch [13][1680/3757] lr: 9.891e-02, eta: 5 days, 1:29:30, time: 0.642, data_time: 0.001, memory: 5237, top1_acc: 0.1648, top5_acc: 0.3852, loss_cls: 4.0498, loss: 4.0498, grad_norm: 1.7934 2020-07-24 02:31:30,620 - mmaction - INFO - Epoch [13][1700/3757] lr: 9.891e-02, eta: 5 days, 1:29:10, time: 0.672, data_time: 0.003, memory: 5237, top1_acc: 0.1773, top5_acc: 0.3812, loss_cls: 4.0379, loss: 4.0379, grad_norm: 1.6882 2020-07-24 02:31:43,359 - mmaction - INFO - Epoch [13][1720/3757] lr: 9.891e-02, eta: 5 days, 1:28:40, time: 0.636, data_time: 0.002, memory: 5237, top1_acc: 0.1609, top5_acc: 0.3836, loss_cls: 4.0677, loss: 4.0677, grad_norm: 1.7214 2020-07-24 02:31:56,036 - mmaction - INFO - Epoch [13][1740/3757] lr: 9.891e-02, eta: 5 days, 1:28:10, time: 0.635, data_time: 0.002, memory: 5237, top1_acc: 0.1445, top5_acc: 0.3523, loss_cls: 4.1531, loss: 4.1531, grad_norm: 1.6916 2020-07-24 02:32:09,254 - mmaction - INFO - Epoch [13][1760/3757] lr: 9.891e-02, eta: 5 days, 1:27:47, time: 0.660, data_time: 0.001, memory: 5237, top1_acc: 0.1695, top5_acc: 0.3797, loss_cls: 4.1125, loss: 4.1125, grad_norm: 1.6757 2020-07-24 02:32:22,206 - mmaction - INFO - Epoch [13][1780/3757] lr: 9.891e-02, eta: 5 days, 1:27:21, time: 0.648, data_time: 0.002, memory: 5237, top1_acc: 0.1484, top5_acc: 0.3516, loss_cls: 4.1274, loss: 4.1274, grad_norm: 1.7158 2020-07-24 02:32:35,897 - mmaction - INFO - Epoch [13][1800/3757] lr: 9.891e-02, eta: 5 days, 1:27:04, time: 0.683, data_time: 0.002, memory: 5237, top1_acc: 0.1641, top5_acc: 0.3648, loss_cls: 4.1066, loss: 4.1066, grad_norm: 1.7205 2020-07-24 02:32:48,852 - mmaction - INFO - Epoch [13][1820/3757] lr: 9.891e-02, eta: 5 days, 1:26:38, time: 0.649, data_time: 0.002, memory: 5237, top1_acc: 0.1695, top5_acc: 0.3977, loss_cls: 4.0178, loss: 4.0178, grad_norm: 1.7198 2020-07-24 02:33:01,540 - mmaction - INFO - Epoch [13][1840/3757] lr: 9.891e-02, eta: 5 days, 1:26:07, time: 0.634, data_time: 0.002, memory: 5237, top1_acc: 0.1633, top5_acc: 0.3867, loss_cls: 4.0202, loss: 4.0202, grad_norm: 1.7469 2020-07-24 02:33:14,367 - mmaction - INFO - Epoch [13][1860/3757] lr: 9.891e-02, eta: 5 days, 1:25:39, time: 0.641, data_time: 0.002, memory: 5237, top1_acc: 0.1586, top5_acc: 0.3828, loss_cls: 4.1073, loss: 4.1073, grad_norm: 1.7462 2020-07-24 02:33:28,535 - mmaction - INFO - Epoch [13][1880/3757] lr: 9.891e-02, eta: 5 days, 1:25:29, time: 0.709, data_time: 0.002, memory: 5237, top1_acc: 0.1422, top5_acc: 0.3625, loss_cls: 4.2088, loss: 4.2088, grad_norm: 1.7227 2020-07-24 02:33:41,748 - mmaction - INFO - Epoch [13][1900/3757] lr: 9.891e-02, eta: 5 days, 1:25:06, time: 0.661, data_time: 0.002, memory: 5237, top1_acc: 0.1461, top5_acc: 0.3555, loss_cls: 4.1016, loss: 4.1016, grad_norm: 1.6961 2020-07-24 02:33:53,981 - mmaction - INFO - Epoch [13][1920/3757] lr: 9.891e-02, eta: 5 days, 1:24:30, time: 0.612, data_time: 0.002, memory: 5237, top1_acc: 0.1750, top5_acc: 0.3945, loss_cls: 3.9673, loss: 3.9673, grad_norm: 1.6991 2020-07-24 02:34:06,755 - mmaction - INFO - Epoch [13][1940/3757] lr: 9.891e-02, eta: 5 days, 1:24:01, time: 0.639, data_time: 0.002, memory: 5237, top1_acc: 0.1688, top5_acc: 0.3859, loss_cls: 4.0335, loss: 4.0335, grad_norm: 1.7260 2020-07-24 02:34:20,203 - mmaction - INFO - Epoch [13][1960/3757] lr: 9.891e-02, eta: 5 days, 1:23:41, time: 0.671, data_time: 0.002, memory: 5237, top1_acc: 0.1602, top5_acc: 0.3484, loss_cls: 4.2072, loss: 4.2072, grad_norm: 1.7359 2020-07-24 02:34:33,883 - mmaction - INFO - Epoch [13][1980/3757] lr: 9.891e-02, eta: 5 days, 1:23:25, time: 0.685, data_time: 0.003, memory: 5237, top1_acc: 0.1484, top5_acc: 0.3555, loss_cls: 4.1541, loss: 4.1541, grad_norm: 1.7195 2020-07-24 02:34:46,304 - mmaction - INFO - Epoch [13][2000/3757] lr: 9.891e-02, eta: 5 days, 1:22:51, time: 0.621, data_time: 0.001, memory: 5237, top1_acc: 0.1570, top5_acc: 0.3734, loss_cls: 4.0740, loss: 4.0740, grad_norm: 1.6824 2020-07-24 02:34:59,487 - mmaction - INFO - Epoch [13][2020/3757] lr: 9.891e-02, eta: 5 days, 1:22:28, time: 0.659, data_time: 0.002, memory: 5237, top1_acc: 0.1586, top5_acc: 0.3633, loss_cls: 4.1344, loss: 4.1344, grad_norm: 1.7260 2020-07-24 02:35:11,851 - mmaction - INFO - Epoch [13][2040/3757] lr: 9.891e-02, eta: 5 days, 1:21:53, time: 0.618, data_time: 0.003, memory: 5237, top1_acc: 0.1664, top5_acc: 0.3734, loss_cls: 4.0781, loss: 4.0781, grad_norm: 1.7208 2020-07-24 02:35:25,621 - mmaction - INFO - Epoch [13][2060/3757] lr: 9.891e-02, eta: 5 days, 1:21:38, time: 0.689, data_time: 0.003, memory: 5237, top1_acc: 0.1430, top5_acc: 0.3711, loss_cls: 4.1060, loss: 4.1060, grad_norm: 1.7459 2020-07-24 02:35:38,685 - mmaction - INFO - Epoch [13][2080/3757] lr: 9.891e-02, eta: 5 days, 1:21:13, time: 0.654, data_time: 0.002, memory: 5237, top1_acc: 0.1695, top5_acc: 0.3617, loss_cls: 4.0699, loss: 4.0699, grad_norm: 1.6856 2020-07-24 02:35:51,776 - mmaction - INFO - Epoch [13][2100/3757] lr: 9.891e-02, eta: 5 days, 1:20:48, time: 0.654, data_time: 0.002, memory: 5237, top1_acc: 0.1586, top5_acc: 0.3398, loss_cls: 4.1634, loss: 4.1634, grad_norm: 1.7126 2020-07-24 02:36:05,250 - mmaction - INFO - Epoch [13][2120/3757] lr: 9.891e-02, eta: 5 days, 1:20:29, time: 0.674, data_time: 0.003, memory: 5237, top1_acc: 0.1500, top5_acc: 0.3750, loss_cls: 4.1837, loss: 4.1837, grad_norm: 1.6531 2020-07-24 02:36:18,699 - mmaction - INFO - Epoch [13][2140/3757] lr: 9.891e-02, eta: 5 days, 1:20:09, time: 0.673, data_time: 0.002, memory: 5237, top1_acc: 0.1539, top5_acc: 0.3484, loss_cls: 4.1562, loss: 4.1562, grad_norm: 1.6780 2020-07-24 02:36:30,918 - mmaction - INFO - Epoch [13][2160/3757] lr: 9.891e-02, eta: 5 days, 1:19:33, time: 0.611, data_time: 0.002, memory: 5237, top1_acc: 0.1578, top5_acc: 0.3844, loss_cls: 4.0919, loss: 4.0919, grad_norm: 1.6942 2020-07-24 02:36:43,636 - mmaction - INFO - Epoch [13][2180/3757] lr: 9.891e-02, eta: 5 days, 1:19:04, time: 0.636, data_time: 0.003, memory: 5237, top1_acc: 0.1930, top5_acc: 0.3805, loss_cls: 4.0711, loss: 4.0711, grad_norm: 1.7238 2020-07-24 02:36:57,444 - mmaction - INFO - Epoch [13][2200/3757] lr: 9.891e-02, eta: 5 days, 1:18:49, time: 0.690, data_time: 0.002, memory: 5237, top1_acc: 0.1797, top5_acc: 0.3883, loss_cls: 4.0482, loss: 4.0482, grad_norm: 1.7107 2020-07-24 02:37:13,545 - mmaction - INFO - Epoch [13][2220/3757] lr: 9.891e-02, eta: 5 days, 1:19:04, time: 0.806, data_time: 0.004, memory: 5237, top1_acc: 0.1570, top5_acc: 0.3641, loss_cls: 4.1151, loss: 4.1151, grad_norm: 1.7261 2020-07-24 02:37:27,276 - mmaction - INFO - Epoch [13][2240/3757] lr: 9.891e-02, eta: 5 days, 1:18:48, time: 0.686, data_time: 0.002, memory: 5237, top1_acc: 0.1688, top5_acc: 0.3820, loss_cls: 4.0306, loss: 4.0306, grad_norm: 1.6886 2020-07-24 02:37:42,869 - mmaction - INFO - Epoch [13][2260/3757] lr: 9.891e-02, eta: 5 days, 1:18:57, time: 0.780, data_time: 0.002, memory: 5237, top1_acc: 0.1586, top5_acc: 0.3781, loss_cls: 4.0964, loss: 4.0964, grad_norm: 1.7399 2020-07-24 02:37:56,573 - mmaction - INFO - Epoch [13][2280/3757] lr: 9.891e-02, eta: 5 days, 1:18:40, time: 0.684, data_time: 0.001, memory: 5237, top1_acc: 0.1664, top5_acc: 0.3836, loss_cls: 4.0809, loss: 4.0809, grad_norm: 1.7115 2020-07-24 02:38:09,658 - mmaction - INFO - Epoch [13][2300/3757] lr: 9.891e-02, eta: 5 days, 1:18:16, time: 0.656, data_time: 0.003, memory: 5237, top1_acc: 0.1625, top5_acc: 0.3617, loss_cls: 4.1408, loss: 4.1408, grad_norm: 1.7010 2020-07-24 02:38:23,341 - mmaction - INFO - Epoch [13][2320/3757] lr: 9.891e-02, eta: 5 days, 1:18:00, time: 0.684, data_time: 0.001, memory: 5237, top1_acc: 0.1672, top5_acc: 0.3688, loss_cls: 4.0865, loss: 4.0865, grad_norm: 1.6843 2020-07-24 02:38:37,129 - mmaction - INFO - Epoch [13][2340/3757] lr: 9.891e-02, eta: 5 days, 1:17:44, time: 0.689, data_time: 0.002, memory: 5237, top1_acc: 0.1562, top5_acc: 0.3523, loss_cls: 4.1244, loss: 4.1244, grad_norm: 1.7625 2020-07-24 02:38:50,815 - mmaction - INFO - Epoch [13][2360/3757] lr: 9.891e-02, eta: 5 days, 1:17:28, time: 0.685, data_time: 0.002, memory: 5237, top1_acc: 0.1828, top5_acc: 0.4070, loss_cls: 4.0251, loss: 4.0251, grad_norm: 1.7376 2020-07-24 02:39:04,884 - mmaction - INFO - Epoch [13][2380/3757] lr: 9.891e-02, eta: 5 days, 1:17:17, time: 0.703, data_time: 0.001, memory: 5237, top1_acc: 0.1609, top5_acc: 0.3711, loss_cls: 4.1111, loss: 4.1111, grad_norm: 1.7147 2020-07-24 02:39:18,130 - mmaction - INFO - Epoch [13][2400/3757] lr: 9.891e-02, eta: 5 days, 1:16:54, time: 0.662, data_time: 0.002, memory: 5237, top1_acc: 0.1547, top5_acc: 0.3680, loss_cls: 4.1158, loss: 4.1158, grad_norm: 1.7352 2020-07-24 02:39:32,248 - mmaction - INFO - Epoch [13][2420/3757] lr: 9.891e-02, eta: 5 days, 1:16:43, time: 0.705, data_time: 0.001, memory: 5237, top1_acc: 0.1562, top5_acc: 0.3539, loss_cls: 4.1326, loss: 4.1326, grad_norm: 1.7395 2020-07-24 02:39:45,092 - mmaction - INFO - Epoch [13][2440/3757] lr: 9.891e-02, eta: 5 days, 1:16:15, time: 0.643, data_time: 0.002, memory: 5237, top1_acc: 0.1648, top5_acc: 0.3734, loss_cls: 4.0628, loss: 4.0628, grad_norm: 1.7121 2020-07-24 02:39:58,584 - mmaction - INFO - Epoch [13][2460/3757] lr: 9.891e-02, eta: 5 days, 1:15:56, time: 0.675, data_time: 0.002, memory: 5237, top1_acc: 0.1906, top5_acc: 0.3961, loss_cls: 4.0305, loss: 4.0305, grad_norm: 1.7487 2020-07-24 02:40:12,223 - mmaction - INFO - Epoch [13][2480/3757] lr: 9.891e-02, eta: 5 days, 1:15:39, time: 0.681, data_time: 0.001, memory: 5237, top1_acc: 0.1609, top5_acc: 0.3656, loss_cls: 4.1439, loss: 4.1439, grad_norm: 1.7124 2020-07-24 02:40:26,637 - mmaction - INFO - Epoch [13][2500/3757] lr: 9.891e-02, eta: 5 days, 1:15:32, time: 0.721, data_time: 0.002, memory: 5237, top1_acc: 0.1711, top5_acc: 0.3883, loss_cls: 4.0162, loss: 4.0162, grad_norm: 1.7061 2020-07-24 02:40:41,946 - mmaction - INFO - Epoch [13][2520/3757] lr: 9.891e-02, eta: 5 days, 1:15:37, time: 0.766, data_time: 0.002, memory: 5237, top1_acc: 0.1586, top5_acc: 0.3703, loss_cls: 4.1786, loss: 4.1786, grad_norm: 1.7518 2020-07-24 02:40:54,438 - mmaction - INFO - Epoch [13][2540/3757] lr: 9.891e-02, eta: 5 days, 1:15:05, time: 0.625, data_time: 0.002, memory: 5237, top1_acc: 0.1602, top5_acc: 0.3656, loss_cls: 4.1102, loss: 4.1102, grad_norm: 1.6963 2020-07-24 02:41:07,106 - mmaction - INFO - Epoch [13][2560/3757] lr: 9.891e-02, eta: 5 days, 1:14:35, time: 0.633, data_time: 0.001, memory: 5237, top1_acc: 0.1570, top5_acc: 0.3719, loss_cls: 4.1099, loss: 4.1099, grad_norm: 1.7192 2020-07-24 02:41:21,539 - mmaction - INFO - Epoch [13][2580/3757] lr: 9.891e-02, eta: 5 days, 1:14:28, time: 0.720, data_time: 0.002, memory: 5237, top1_acc: 0.1648, top5_acc: 0.3820, loss_cls: 4.0973, loss: 4.0973, grad_norm: 1.6939 2020-07-24 02:41:35,550 - mmaction - INFO - Epoch [13][2600/3757] lr: 9.891e-02, eta: 5 days, 1:14:16, time: 0.702, data_time: 0.003, memory: 5237, top1_acc: 0.1578, top5_acc: 0.3797, loss_cls: 4.0889, loss: 4.0889, grad_norm: 1.6903 2020-07-24 02:41:49,473 - mmaction - INFO - Epoch [13][2620/3757] lr: 9.891e-02, eta: 5 days, 1:14:02, time: 0.696, data_time: 0.001, memory: 5237, top1_acc: 0.1711, top5_acc: 0.3805, loss_cls: 4.0649, loss: 4.0649, grad_norm: 1.6656 2020-07-24 02:42:03,049 - mmaction - INFO - Epoch [13][2640/3757] lr: 9.891e-02, eta: 5 days, 1:13:44, time: 0.679, data_time: 0.002, memory: 5237, top1_acc: 0.1602, top5_acc: 0.3680, loss_cls: 4.1481, loss: 4.1481, grad_norm: 1.7150 2020-07-24 02:42:17,003 - mmaction - INFO - Epoch [13][2660/3757] lr: 9.891e-02, eta: 5 days, 1:13:32, time: 0.698, data_time: 0.002, memory: 5237, top1_acc: 0.1578, top5_acc: 0.3500, loss_cls: 4.1230, loss: 4.1230, grad_norm: 1.6916 2020-07-24 02:42:31,440 - mmaction - INFO - Epoch [13][2680/3757] lr: 9.891e-02, eta: 5 days, 1:13:25, time: 0.721, data_time: 0.002, memory: 5237, top1_acc: 0.1688, top5_acc: 0.3883, loss_cls: 4.1045, loss: 4.1045, grad_norm: 1.6585 2020-07-24 02:42:44,382 - mmaction - INFO - Epoch [13][2700/3757] lr: 9.891e-02, eta: 5 days, 1:12:58, time: 0.646, data_time: 0.002, memory: 5237, top1_acc: 0.1688, top5_acc: 0.3906, loss_cls: 3.9940, loss: 3.9940, grad_norm: 1.7208 2020-07-24 02:42:57,930 - mmaction - INFO - Epoch [13][2720/3757] lr: 9.891e-02, eta: 5 days, 1:12:40, time: 0.678, data_time: 0.003, memory: 5237, top1_acc: 0.1492, top5_acc: 0.3602, loss_cls: 4.1549, loss: 4.1549, grad_norm: 1.7060 2020-07-24 02:43:10,884 - mmaction - INFO - Epoch [13][2740/3757] lr: 9.891e-02, eta: 5 days, 1:12:14, time: 0.647, data_time: 0.002, memory: 5237, top1_acc: 0.1719, top5_acc: 0.3805, loss_cls: 4.1105, loss: 4.1105, grad_norm: 1.7046 2020-07-24 02:43:25,491 - mmaction - INFO - Epoch [13][2760/3757] lr: 9.891e-02, eta: 5 days, 1:12:09, time: 0.731, data_time: 0.003, memory: 5237, top1_acc: 0.1898, top5_acc: 0.3891, loss_cls: 3.9927, loss: 3.9927, grad_norm: 1.7401 2020-07-24 02:43:38,945 - mmaction - INFO - Epoch [13][2780/3757] lr: 9.891e-02, eta: 5 days, 1:11:50, time: 0.673, data_time: 0.002, memory: 5237, top1_acc: 0.1656, top5_acc: 0.3563, loss_cls: 4.1114, loss: 4.1114, grad_norm: 1.6899 2020-07-24 02:43:52,188 - mmaction - INFO - Epoch [13][2800/3757] lr: 9.891e-02, eta: 5 days, 1:11:28, time: 0.663, data_time: 0.002, memory: 5237, top1_acc: 0.1750, top5_acc: 0.3828, loss_cls: 4.0582, loss: 4.0582, grad_norm: 1.6992 2020-07-24 02:44:05,014 - mmaction - INFO - Epoch [13][2820/3757] lr: 9.891e-02, eta: 5 days, 1:11:00, time: 0.642, data_time: 0.002, memory: 5237, top1_acc: 0.1625, top5_acc: 0.3680, loss_cls: 4.1358, loss: 4.1358, grad_norm: 1.7484 2020-07-24 02:44:18,974 - mmaction - INFO - Epoch [13][2840/3757] lr: 9.891e-02, eta: 5 days, 1:10:46, time: 0.696, data_time: 0.001, memory: 5237, top1_acc: 0.1688, top5_acc: 0.3836, loss_cls: 4.0201, loss: 4.0201, grad_norm: 1.7312 2020-07-24 02:44:34,039 - mmaction - INFO - Epoch [13][2860/3757] lr: 9.891e-02, eta: 5 days, 1:10:48, time: 0.754, data_time: 0.003, memory: 5237, top1_acc: 0.1578, top5_acc: 0.3664, loss_cls: 4.1906, loss: 4.1906, grad_norm: 1.8043 2020-07-24 02:44:47,636 - mmaction - INFO - Epoch [13][2880/3757] lr: 9.891e-02, eta: 5 days, 1:10:30, time: 0.679, data_time: 0.003, memory: 5237, top1_acc: 0.1625, top5_acc: 0.3898, loss_cls: 4.0142, loss: 4.0142, grad_norm: 1.6988 2020-07-24 02:45:00,483 - mmaction - INFO - Epoch [13][2900/3757] lr: 9.891e-02, eta: 5 days, 1:10:03, time: 0.644, data_time: 0.003, memory: 5237, top1_acc: 0.1500, top5_acc: 0.3680, loss_cls: 4.1698, loss: 4.1698, grad_norm: 1.7512 2020-07-24 02:45:14,757 - mmaction - INFO - Epoch [13][2920/3757] lr: 9.891e-02, eta: 5 days, 1:09:54, time: 0.713, data_time: 0.001, memory: 5237, top1_acc: 0.1508, top5_acc: 0.3578, loss_cls: 4.1319, loss: 4.1319, grad_norm: 1.7222 2020-07-24 02:45:27,939 - mmaction - INFO - Epoch [13][2940/3757] lr: 9.891e-02, eta: 5 days, 1:09:31, time: 0.659, data_time: 0.002, memory: 5237, top1_acc: 0.1461, top5_acc: 0.3594, loss_cls: 4.1748, loss: 4.1748, grad_norm: 1.7261 2020-07-24 02:45:42,692 - mmaction - INFO - Epoch [13][2960/3757] lr: 9.891e-02, eta: 5 days, 1:09:29, time: 0.739, data_time: 0.003, memory: 5237, top1_acc: 0.1523, top5_acc: 0.3664, loss_cls: 4.1102, loss: 4.1102, grad_norm: 1.6973 2020-07-24 02:45:55,340 - mmaction - INFO - Epoch [13][2980/3757] lr: 9.891e-02, eta: 5 days, 1:08:59, time: 0.632, data_time: 0.001, memory: 5237, top1_acc: 0.1664, top5_acc: 0.3797, loss_cls: 4.0517, loss: 4.0517, grad_norm: 1.6985 2020-07-24 02:46:09,773 - mmaction - INFO - Epoch [13][3000/3757] lr: 9.891e-02, eta: 5 days, 1:08:52, time: 0.722, data_time: 0.002, memory: 5237, top1_acc: 0.1586, top5_acc: 0.3688, loss_cls: 4.1603, loss: 4.1603, grad_norm: 1.7191 2020-07-24 02:46:22,578 - mmaction - INFO - Epoch [13][3020/3757] lr: 9.891e-02, eta: 5 days, 1:08:24, time: 0.640, data_time: 0.001, memory: 5237, top1_acc: 0.1719, top5_acc: 0.3633, loss_cls: 4.1521, loss: 4.1521, grad_norm: 1.7041 2020-07-24 02:46:36,401 - mmaction - INFO - Epoch [13][3040/3757] lr: 9.891e-02, eta: 5 days, 1:08:09, time: 0.691, data_time: 0.002, memory: 5237, top1_acc: 0.1672, top5_acc: 0.3633, loss_cls: 4.0999, loss: 4.0999, grad_norm: 1.7423 2020-07-24 02:46:50,172 - mmaction - INFO - Epoch [13][3060/3757] lr: 9.891e-02, eta: 5 days, 1:07:54, time: 0.689, data_time: 0.002, memory: 5237, top1_acc: 0.1570, top5_acc: 0.3930, loss_cls: 4.0258, loss: 4.0258, grad_norm: 1.6444 2020-07-24 02:47:03,587 - mmaction - INFO - Epoch [13][3080/3757] lr: 9.891e-02, eta: 5 days, 1:07:34, time: 0.670, data_time: 0.002, memory: 5237, top1_acc: 0.1750, top5_acc: 0.3773, loss_cls: 4.0924, loss: 4.0924, grad_norm: 1.7026 2020-07-24 02:47:17,225 - mmaction - INFO - Epoch [13][3100/3757] lr: 9.891e-02, eta: 5 days, 1:07:17, time: 0.682, data_time: 0.002, memory: 5237, top1_acc: 0.1648, top5_acc: 0.3781, loss_cls: 4.0701, loss: 4.0701, grad_norm: 1.6989 2020-07-24 02:47:31,887 - mmaction - INFO - Epoch [13][3120/3757] lr: 9.891e-02, eta: 5 days, 1:07:13, time: 0.733, data_time: 0.002, memory: 5237, top1_acc: 0.1461, top5_acc: 0.3867, loss_cls: 4.1494, loss: 4.1494, grad_norm: 1.7215 2020-07-24 02:47:46,373 - mmaction - INFO - Epoch [13][3140/3757] lr: 9.891e-02, eta: 5 days, 1:07:07, time: 0.724, data_time: 0.002, memory: 5237, top1_acc: 0.1516, top5_acc: 0.3664, loss_cls: 4.1622, loss: 4.1622, grad_norm: 1.7054 2020-07-24 02:48:02,450 - mmaction - INFO - Epoch [13][3160/3757] lr: 9.891e-02, eta: 5 days, 1:07:22, time: 0.804, data_time: 0.002, memory: 5237, top1_acc: 0.1523, top5_acc: 0.3789, loss_cls: 4.1831, loss: 4.1831, grad_norm: 1.7157 2020-07-24 02:48:15,173 - mmaction - INFO - Epoch [13][3180/3757] lr: 9.891e-02, eta: 5 days, 1:06:53, time: 0.637, data_time: 0.002, memory: 5237, top1_acc: 0.1617, top5_acc: 0.3922, loss_cls: 4.0841, loss: 4.0841, grad_norm: 1.7025 2020-07-24 02:48:28,282 - mmaction - INFO - Epoch [13][3200/3757] lr: 9.891e-02, eta: 5 days, 1:06:29, time: 0.655, data_time: 0.001, memory: 5237, top1_acc: 0.1688, top5_acc: 0.3961, loss_cls: 4.0309, loss: 4.0309, grad_norm: 1.7523 2020-07-24 02:48:41,334 - mmaction - INFO - Epoch [13][3220/3757] lr: 9.891e-02, eta: 5 days, 1:06:04, time: 0.653, data_time: 0.002, memory: 5237, top1_acc: 0.1758, top5_acc: 0.3977, loss_cls: 4.0389, loss: 4.0389, grad_norm: 1.7373 2020-07-24 02:48:54,109 - mmaction - INFO - Epoch [13][3240/3757] lr: 9.891e-02, eta: 5 days, 1:05:36, time: 0.639, data_time: 0.002, memory: 5237, top1_acc: 0.1672, top5_acc: 0.3742, loss_cls: 4.1018, loss: 4.1018, grad_norm: 1.6975 2020-07-24 02:49:07,746 - mmaction - INFO - Epoch [13][3260/3757] lr: 9.891e-02, eta: 5 days, 1:05:18, time: 0.681, data_time: 0.002, memory: 5237, top1_acc: 0.1664, top5_acc: 0.3773, loss_cls: 4.0794, loss: 4.0794, grad_norm: 1.7126 2020-07-24 02:49:23,251 - mmaction - INFO - Epoch [13][3280/3757] lr: 9.891e-02, eta: 5 days, 1:05:26, time: 0.775, data_time: 0.004, memory: 5237, top1_acc: 0.1328, top5_acc: 0.3602, loss_cls: 4.1749, loss: 4.1749, grad_norm: 1.7468 2020-07-24 02:49:37,201 - mmaction - INFO - Epoch [13][3300/3757] lr: 9.891e-02, eta: 5 days, 1:05:13, time: 0.698, data_time: 0.002, memory: 5237, top1_acc: 0.1586, top5_acc: 0.3844, loss_cls: 4.1220, loss: 4.1220, grad_norm: 1.7174 2020-07-24 02:49:51,309 - mmaction - INFO - Epoch [13][3320/3757] lr: 9.891e-02, eta: 5 days, 1:05:02, time: 0.705, data_time: 0.001, memory: 5237, top1_acc: 0.1625, top5_acc: 0.3609, loss_cls: 4.0912, loss: 4.0912, grad_norm: 1.6924 2020-07-24 02:50:06,010 - mmaction - INFO - Epoch [13][3340/3757] lr: 9.891e-02, eta: 5 days, 1:04:58, time: 0.735, data_time: 0.002, memory: 5237, top1_acc: 0.1594, top5_acc: 0.3727, loss_cls: 4.0708, loss: 4.0708, grad_norm: 1.7364 2020-07-24 02:50:20,023 - mmaction - INFO - Epoch [13][3360/3757] lr: 9.891e-02, eta: 5 days, 1:04:46, time: 0.701, data_time: 0.002, memory: 5237, top1_acc: 0.1859, top5_acc: 0.3727, loss_cls: 4.0624, loss: 4.0624, grad_norm: 1.6951 2020-07-24 02:50:34,171 - mmaction - INFO - Epoch [13][3380/3757] lr: 9.891e-02, eta: 5 days, 1:04:35, time: 0.707, data_time: 0.001, memory: 5237, top1_acc: 0.1859, top5_acc: 0.3891, loss_cls: 4.0310, loss: 4.0310, grad_norm: 1.7453 2020-07-24 02:50:47,251 - mmaction - INFO - Epoch [13][3400/3757] lr: 9.891e-02, eta: 5 days, 1:04:11, time: 0.653, data_time: 0.002, memory: 5237, top1_acc: 0.1523, top5_acc: 0.3656, loss_cls: 4.1219, loss: 4.1219, grad_norm: 1.7773 2020-07-24 02:51:00,683 - mmaction - INFO - Epoch [13][3420/3757] lr: 9.891e-02, eta: 5 days, 1:03:51, time: 0.673, data_time: 0.003, memory: 5237, top1_acc: 0.1539, top5_acc: 0.3750, loss_cls: 4.0889, loss: 4.0889, grad_norm: 1.7088 2020-07-24 02:51:13,235 - mmaction - INFO - Epoch [13][3440/3757] lr: 9.891e-02, eta: 5 days, 1:03:20, time: 0.628, data_time: 0.002, memory: 5237, top1_acc: 0.1680, top5_acc: 0.3664, loss_cls: 4.1574, loss: 4.1574, grad_norm: 1.6770 2020-07-24 02:51:26,244 - mmaction - INFO - Epoch [13][3460/3757] lr: 9.891e-02, eta: 5 days, 1:02:55, time: 0.650, data_time: 0.002, memory: 5237, top1_acc: 0.1641, top5_acc: 0.4023, loss_cls: 3.9794, loss: 3.9794, grad_norm: 1.7202 2020-07-24 02:51:40,120 - mmaction - INFO - Epoch [13][3480/3757] lr: 9.891e-02, eta: 5 days, 1:02:41, time: 0.694, data_time: 0.002, memory: 5237, top1_acc: 0.1617, top5_acc: 0.3734, loss_cls: 4.0773, loss: 4.0773, grad_norm: 1.8439 2020-07-24 02:51:52,641 - mmaction - INFO - Epoch [13][3500/3757] lr: 9.891e-02, eta: 5 days, 1:02:10, time: 0.625, data_time: 0.001, memory: 5237, top1_acc: 0.1531, top5_acc: 0.3617, loss_cls: 4.1904, loss: 4.1904, grad_norm: 1.6921 2020-07-24 02:52:06,069 - mmaction - INFO - Epoch [13][3520/3757] lr: 9.891e-02, eta: 5 days, 1:01:49, time: 0.670, data_time: 0.002, memory: 5237, top1_acc: 0.1383, top5_acc: 0.3719, loss_cls: 4.1333, loss: 4.1333, grad_norm: 1.7045 2020-07-24 02:52:19,273 - mmaction - INFO - Epoch [13][3540/3757] lr: 9.891e-02, eta: 5 days, 1:01:27, time: 0.662, data_time: 0.004, memory: 5237, top1_acc: 0.1625, top5_acc: 0.3766, loss_cls: 4.1506, loss: 4.1506, grad_norm: 1.7203 2020-07-24 02:52:32,753 - mmaction - INFO - Epoch [13][3560/3757] lr: 9.891e-02, eta: 5 days, 1:01:08, time: 0.674, data_time: 0.001, memory: 5237, top1_acc: 0.1719, top5_acc: 0.3937, loss_cls: 4.0483, loss: 4.0483, grad_norm: 1.7114 2020-07-24 02:52:46,088 - mmaction - INFO - Epoch [13][3580/3757] lr: 9.891e-02, eta: 5 days, 1:00:47, time: 0.667, data_time: 0.001, memory: 5237, top1_acc: 0.1703, top5_acc: 0.3969, loss_cls: 4.0560, loss: 4.0560, grad_norm: 1.7351 2020-07-24 02:52:58,903 - mmaction - INFO - Epoch [13][3600/3757] lr: 9.891e-02, eta: 5 days, 1:00:19, time: 0.641, data_time: 0.001, memory: 5237, top1_acc: 0.1523, top5_acc: 0.3852, loss_cls: 4.0408, loss: 4.0408, grad_norm: 1.7334 2020-07-24 02:53:13,030 - mmaction - INFO - Epoch [13][3620/3757] lr: 9.891e-02, eta: 5 days, 1:00:09, time: 0.706, data_time: 0.001, memory: 5237, top1_acc: 0.1555, top5_acc: 0.3867, loss_cls: 4.0609, loss: 4.0609, grad_norm: 1.7512 2020-07-24 02:53:25,586 - mmaction - INFO - Epoch [13][3640/3757] lr: 9.891e-02, eta: 5 days, 0:59:38, time: 0.629, data_time: 0.002, memory: 5237, top1_acc: 0.1617, top5_acc: 0.3688, loss_cls: 4.0857, loss: 4.0857, grad_norm: 1.7014 2020-07-24 02:53:37,889 - mmaction - INFO - Epoch [13][3660/3757] lr: 9.891e-02, eta: 5 days, 0:59:03, time: 0.614, data_time: 0.001, memory: 5237, top1_acc: 0.1664, top5_acc: 0.3672, loss_cls: 4.1220, loss: 4.1220, grad_norm: 1.6981 2020-07-24 02:53:50,377 - mmaction - INFO - Epoch [13][3680/3757] lr: 9.891e-02, eta: 5 days, 0:58:32, time: 0.625, data_time: 0.002, memory: 5237, top1_acc: 0.1898, top5_acc: 0.4008, loss_cls: 3.9811, loss: 3.9811, grad_norm: 1.7450 2020-07-24 02:54:03,718 - mmaction - INFO - Epoch [13][3700/3757] lr: 9.891e-02, eta: 5 days, 0:58:11, time: 0.666, data_time: 0.002, memory: 5237, top1_acc: 0.1594, top5_acc: 0.3750, loss_cls: 4.0941, loss: 4.0941, grad_norm: 1.7424 2020-07-24 02:54:16,579 - mmaction - INFO - Epoch [13][3720/3757] lr: 9.891e-02, eta: 5 days, 0:57:44, time: 0.644, data_time: 0.002, memory: 5237, top1_acc: 0.1602, top5_acc: 0.3734, loss_cls: 4.1051, loss: 4.1051, grad_norm: 1.7129 2020-07-24 02:54:29,968 - mmaction - INFO - Epoch [13][3740/3757] lr: 9.891e-02, eta: 5 days, 0:57:24, time: 0.670, data_time: 0.002, memory: 5237, top1_acc: 0.1617, top5_acc: 0.3680, loss_cls: 4.0548, loss: 4.0548, grad_norm: 1.7098 2020-07-24 02:58:18,269 - mmaction - INFO - Epoch [14][20/3757] lr: 9.872e-02, eta: 5 days, 1:37:09, time: 10.673, data_time: 9.879, memory: 5237, top1_acc: 0.1625, top5_acc: 0.3648, loss_cls: 4.1512, loss: 4.1512, grad_norm: 1.7137 2020-07-24 02:58:31,186 - mmaction - INFO - Epoch [14][40/3757] lr: 9.872e-02, eta: 5 days, 1:36:42, time: 0.647, data_time: 0.005, memory: 5237, top1_acc: 0.1555, top5_acc: 0.3688, loss_cls: 4.0627, loss: 4.0627, grad_norm: 1.6820 2020-07-24 02:58:45,365 - mmaction - INFO - Epoch [14][60/3757] lr: 9.872e-02, eta: 5 days, 1:36:31, time: 0.709, data_time: 0.002, memory: 5237, top1_acc: 0.1430, top5_acc: 0.3719, loss_cls: 4.1641, loss: 4.1641, grad_norm: 1.7975 2020-07-24 02:58:58,555 - mmaction - INFO - Epoch [14][80/3757] lr: 9.872e-02, eta: 5 days, 1:36:07, time: 0.659, data_time: 0.002, memory: 5237, top1_acc: 0.1437, top5_acc: 0.3539, loss_cls: 4.1240, loss: 4.1240, grad_norm: 1.6891 2020-07-24 02:59:11,257 - mmaction - INFO - Epoch [14][100/3757] lr: 9.872e-02, eta: 5 days, 1:35:37, time: 0.635, data_time: 0.002, memory: 5237, top1_acc: 0.1828, top5_acc: 0.3859, loss_cls: 4.0464, loss: 4.0464, grad_norm: 1.7003 2020-07-24 02:59:24,065 - mmaction - INFO - Epoch [14][120/3757] lr: 9.872e-02, eta: 5 days, 1:35:09, time: 0.640, data_time: 0.002, memory: 5237, top1_acc: 0.1555, top5_acc: 0.3758, loss_cls: 4.0933, loss: 4.0933, grad_norm: 1.7046 2020-07-24 02:59:37,461 - mmaction - INFO - Epoch [14][140/3757] lr: 9.872e-02, eta: 5 days, 1:34:48, time: 0.670, data_time: 0.002, memory: 5237, top1_acc: 0.1734, top5_acc: 0.3977, loss_cls: 4.0725, loss: 4.0725, grad_norm: 1.6995 2020-07-24 02:59:52,728 - mmaction - INFO - Epoch [14][160/3757] lr: 9.872e-02, eta: 5 days, 1:34:50, time: 0.763, data_time: 0.001, memory: 5237, top1_acc: 0.1859, top5_acc: 0.4109, loss_cls: 3.9680, loss: 3.9680, grad_norm: 1.7532 2020-07-24 03:00:12,204 - mmaction - INFO - Epoch [14][180/3757] lr: 9.872e-02, eta: 5 days, 1:35:44, time: 0.960, data_time: 0.002, memory: 5237, top1_acc: 0.1609, top5_acc: 0.3688, loss_cls: 4.0775, loss: 4.0775, grad_norm: 1.7532 2020-07-24 03:00:24,848 - mmaction - INFO - Epoch [14][200/3757] lr: 9.872e-02, eta: 5 days, 1:35:16, time: 0.645, data_time: 0.017, memory: 5237, top1_acc: 0.1664, top5_acc: 0.3789, loss_cls: 4.0507, loss: 4.0507, grad_norm: 1.7023 2020-07-24 03:00:38,722 - mmaction - INFO - Epoch [14][220/3757] lr: 9.872e-02, eta: 5 days, 1:35:01, time: 0.694, data_time: 0.008, memory: 5237, top1_acc: 0.1641, top5_acc: 0.3922, loss_cls: 4.0121, loss: 4.0121, grad_norm: 1.7254 2020-07-24 03:00:51,743 - mmaction - INFO - Epoch [14][240/3757] lr: 9.872e-02, eta: 5 days, 1:34:35, time: 0.652, data_time: 0.002, memory: 5237, top1_acc: 0.1625, top5_acc: 0.3797, loss_cls: 4.0659, loss: 4.0659, grad_norm: 1.7194 2020-07-24 03:01:04,175 - mmaction - INFO - Epoch [14][260/3757] lr: 9.872e-02, eta: 5 days, 1:34:02, time: 0.622, data_time: 0.002, memory: 5237, top1_acc: 0.1727, top5_acc: 0.3727, loss_cls: 4.0679, loss: 4.0679, grad_norm: 1.7180 2020-07-24 03:01:17,029 - mmaction - INFO - Epoch [14][280/3757] lr: 9.872e-02, eta: 5 days, 1:33:34, time: 0.643, data_time: 0.001, memory: 5237, top1_acc: 0.1570, top5_acc: 0.3742, loss_cls: 4.1275, loss: 4.1275, grad_norm: 1.7169 2020-07-24 03:01:29,689 - mmaction - INFO - Epoch [14][300/3757] lr: 9.872e-02, eta: 5 days, 1:33:03, time: 0.633, data_time: 0.001, memory: 5237, top1_acc: 0.1469, top5_acc: 0.3664, loss_cls: 4.0915, loss: 4.0915, grad_norm: 1.6981 2020-07-24 03:01:42,950 - mmaction - INFO - Epoch [14][320/3757] lr: 9.872e-02, eta: 5 days, 1:32:41, time: 0.663, data_time: 0.010, memory: 5237, top1_acc: 0.1945, top5_acc: 0.3898, loss_cls: 3.9818, loss: 3.9818, grad_norm: 1.6924 2020-07-24 03:01:56,517 - mmaction - INFO - Epoch [14][340/3757] lr: 9.872e-02, eta: 5 days, 1:32:21, time: 0.677, data_time: 0.002, memory: 5237, top1_acc: 0.1617, top5_acc: 0.3672, loss_cls: 4.0772, loss: 4.0772, grad_norm: 1.7403 2020-07-24 03:02:08,662 - mmaction - INFO - Epoch [14][360/3757] lr: 9.872e-02, eta: 5 days, 1:31:45, time: 0.608, data_time: 0.002, memory: 5237, top1_acc: 0.1508, top5_acc: 0.3781, loss_cls: 4.0791, loss: 4.0791, grad_norm: 1.7765 2020-07-24 03:02:20,539 - mmaction - INFO - Epoch [14][380/3757] lr: 9.872e-02, eta: 5 days, 1:31:04, time: 0.594, data_time: 0.012, memory: 5237, top1_acc: 0.1609, top5_acc: 0.3883, loss_cls: 4.0572, loss: 4.0572, grad_norm: 1.7180 2020-07-24 03:02:32,563 - mmaction - INFO - Epoch [14][400/3757] lr: 9.872e-02, eta: 5 days, 1:30:26, time: 0.602, data_time: 0.017, memory: 5237, top1_acc: 0.1547, top5_acc: 0.3781, loss_cls: 4.0252, loss: 4.0252, grad_norm: 1.7130 2020-07-24 03:02:44,342 - mmaction - INFO - Epoch [14][420/3757] lr: 9.872e-02, eta: 5 days, 1:29:44, time: 0.588, data_time: 0.011, memory: 5237, top1_acc: 0.1562, top5_acc: 0.3883, loss_cls: 4.0897, loss: 4.0897, grad_norm: 1.7987 2020-07-24 03:02:55,977 - mmaction - INFO - Epoch [14][440/3757] lr: 9.872e-02, eta: 5 days, 1:29:01, time: 0.582, data_time: 0.012, memory: 5237, top1_acc: 0.1734, top5_acc: 0.4023, loss_cls: 3.9714, loss: 3.9714, grad_norm: 1.7318 2020-07-24 03:03:08,436 - mmaction - INFO - Epoch [14][460/3757] lr: 9.872e-02, eta: 5 days, 1:28:28, time: 0.623, data_time: 0.013, memory: 5237, top1_acc: 0.1750, top5_acc: 0.3875, loss_cls: 4.0574, loss: 4.0574, grad_norm: 1.7304 2020-07-24 03:03:22,665 - mmaction - INFO - Epoch [14][480/3757] lr: 9.872e-02, eta: 5 days, 1:28:17, time: 0.711, data_time: 0.002, memory: 5237, top1_acc: 0.1609, top5_acc: 0.3594, loss_cls: 4.0952, loss: 4.0952, grad_norm: 1.6883 2020-07-24 03:03:36,806 - mmaction - INFO - Epoch [14][500/3757] lr: 9.872e-02, eta: 5 days, 1:28:06, time: 0.708, data_time: 0.002, memory: 5237, top1_acc: 0.1727, top5_acc: 0.4000, loss_cls: 3.9998, loss: 3.9998, grad_norm: 1.7629 2020-07-24 03:03:49,710 - mmaction - INFO - Epoch [14][520/3757] lr: 9.872e-02, eta: 5 days, 1:27:38, time: 0.644, data_time: 0.002, memory: 5237, top1_acc: 0.1703, top5_acc: 0.3539, loss_cls: 4.1134, loss: 4.1134, grad_norm: 1.7610 2020-07-24 03:04:02,786 - mmaction - INFO - Epoch [14][540/3757] lr: 9.872e-02, eta: 5 days, 1:27:13, time: 0.653, data_time: 0.002, memory: 5237, top1_acc: 0.1734, top5_acc: 0.3867, loss_cls: 4.0324, loss: 4.0324, grad_norm: 1.7191 2020-07-24 03:04:15,850 - mmaction - INFO - Epoch [14][560/3757] lr: 9.872e-02, eta: 5 days, 1:26:48, time: 0.654, data_time: 0.003, memory: 5237, top1_acc: 0.1586, top5_acc: 0.3594, loss_cls: 4.1741, loss: 4.1741, grad_norm: 1.7592 2020-07-24 03:04:30,598 - mmaction - INFO - Epoch [14][580/3757] lr: 9.872e-02, eta: 5 days, 1:26:45, time: 0.738, data_time: 0.001, memory: 5237, top1_acc: 0.1648, top5_acc: 0.3898, loss_cls: 4.0843, loss: 4.0843, grad_norm: 1.7042 2020-07-24 03:04:44,068 - mmaction - INFO - Epoch [14][600/3757] lr: 9.872e-02, eta: 5 days, 1:26:24, time: 0.673, data_time: 0.001, memory: 5237, top1_acc: 0.1703, top5_acc: 0.3750, loss_cls: 4.0670, loss: 4.0670, grad_norm: 1.7493 2020-07-24 03:05:00,697 - mmaction - INFO - Epoch [14][620/3757] lr: 9.872e-02, eta: 5 days, 1:26:44, time: 0.831, data_time: 0.002, memory: 5237, top1_acc: 0.1719, top5_acc: 0.3922, loss_cls: 4.0192, loss: 4.0192, grad_norm: 1.7625 2020-07-24 03:05:13,849 - mmaction - INFO - Epoch [14][640/3757] lr: 9.872e-02, eta: 5 days, 1:26:20, time: 0.659, data_time: 0.002, memory: 5237, top1_acc: 0.1789, top5_acc: 0.3883, loss_cls: 4.0023, loss: 4.0023, grad_norm: 1.7389 2020-07-24 03:05:26,505 - mmaction - INFO - Epoch [14][660/3757] lr: 9.872e-02, eta: 5 days, 1:25:50, time: 0.633, data_time: 0.001, memory: 5237, top1_acc: 0.1711, top5_acc: 0.3906, loss_cls: 4.0092, loss: 4.0092, grad_norm: 1.7282 2020-07-24 03:05:40,059 - mmaction - INFO - Epoch [14][680/3757] lr: 9.872e-02, eta: 5 days, 1:25:31, time: 0.677, data_time: 0.001, memory: 5237, top1_acc: 0.1562, top5_acc: 0.3594, loss_cls: 4.1931, loss: 4.1931, grad_norm: 1.7288 2020-07-24 03:05:54,601 - mmaction - INFO - Epoch [14][700/3757] lr: 9.872e-02, eta: 5 days, 1:25:25, time: 0.728, data_time: 0.002, memory: 5237, top1_acc: 0.1562, top5_acc: 0.4039, loss_cls: 4.0037, loss: 4.0037, grad_norm: 1.7214 2020-07-24 03:06:09,201 - mmaction - INFO - Epoch [14][720/3757] lr: 9.872e-02, eta: 5 days, 1:25:19, time: 0.729, data_time: 0.001, memory: 5237, top1_acc: 0.1633, top5_acc: 0.3891, loss_cls: 4.1181, loss: 4.1181, grad_norm: 1.7527 2020-07-24 03:06:23,470 - mmaction - INFO - Epoch [14][740/3757] lr: 9.872e-02, eta: 5 days, 1:25:09, time: 0.714, data_time: 0.001, memory: 5237, top1_acc: 0.1508, top5_acc: 0.3602, loss_cls: 4.1526, loss: 4.1526, grad_norm: 1.7294 2020-07-24 03:06:37,473 - mmaction - INFO - Epoch [14][760/3757] lr: 9.872e-02, eta: 5 days, 1:24:56, time: 0.700, data_time: 0.002, memory: 5237, top1_acc: 0.1602, top5_acc: 0.3828, loss_cls: 4.0417, loss: 4.0417, grad_norm: 1.7345 2020-07-24 03:06:51,331 - mmaction - INFO - Epoch [14][780/3757] lr: 9.872e-02, eta: 5 days, 1:24:40, time: 0.693, data_time: 0.002, memory: 5237, top1_acc: 0.1727, top5_acc: 0.3750, loss_cls: 4.0385, loss: 4.0385, grad_norm: 1.7666 2020-07-24 03:07:07,201 - mmaction - INFO - Epoch [14][800/3757] lr: 9.872e-02, eta: 5 days, 1:24:51, time: 0.794, data_time: 0.003, memory: 5237, top1_acc: 0.1828, top5_acc: 0.3844, loss_cls: 4.0104, loss: 4.0104, grad_norm: 1.7609 2020-07-24 03:07:21,064 - mmaction - INFO - Epoch [14][820/3757] lr: 9.872e-02, eta: 5 days, 1:24:36, time: 0.693, data_time: 0.003, memory: 5237, top1_acc: 0.1648, top5_acc: 0.3711, loss_cls: 4.0761, loss: 4.0761, grad_norm: 1.7840 2020-07-24 03:07:35,366 - mmaction - INFO - Epoch [14][840/3757] lr: 9.872e-02, eta: 5 days, 1:24:26, time: 0.714, data_time: 0.002, memory: 5237, top1_acc: 0.1492, top5_acc: 0.3516, loss_cls: 4.1748, loss: 4.1748, grad_norm: 1.7767 2020-07-24 03:07:48,967 - mmaction - INFO - Epoch [14][860/3757] lr: 9.872e-02, eta: 5 days, 1:24:08, time: 0.681, data_time: 0.003, memory: 5237, top1_acc: 0.1672, top5_acc: 0.3711, loss_cls: 4.1024, loss: 4.1024, grad_norm: 1.7184 2020-07-24 03:08:02,100 - mmaction - INFO - Epoch [14][880/3757] lr: 9.872e-02, eta: 5 days, 1:23:44, time: 0.657, data_time: 0.002, memory: 5237, top1_acc: 0.1633, top5_acc: 0.3961, loss_cls: 4.0311, loss: 4.0311, grad_norm: 1.7368 2020-07-24 03:08:15,393 - mmaction - INFO - Epoch [14][900/3757] lr: 9.872e-02, eta: 5 days, 1:23:21, time: 0.664, data_time: 0.002, memory: 5237, top1_acc: 0.1500, top5_acc: 0.3844, loss_cls: 4.0716, loss: 4.0716, grad_norm: 1.7741 2020-07-24 03:08:29,189 - mmaction - INFO - Epoch [14][920/3757] lr: 9.872e-02, eta: 5 days, 1:23:05, time: 0.690, data_time: 0.003, memory: 5237, top1_acc: 0.1445, top5_acc: 0.3625, loss_cls: 4.1389, loss: 4.1389, grad_norm: 1.7519 2020-07-24 03:08:43,466 - mmaction - INFO - Epoch [14][940/3757] lr: 9.872e-02, eta: 5 days, 1:22:56, time: 0.714, data_time: 0.003, memory: 5237, top1_acc: 0.1672, top5_acc: 0.3914, loss_cls: 4.0228, loss: 4.0228, grad_norm: 1.7099 2020-07-24 03:08:56,626 - mmaction - INFO - Epoch [14][960/3757] lr: 9.872e-02, eta: 5 days, 1:22:32, time: 0.658, data_time: 0.002, memory: 5237, top1_acc: 0.1641, top5_acc: 0.3945, loss_cls: 3.9831, loss: 3.9831, grad_norm: 1.7385 2020-07-24 03:09:09,360 - mmaction - INFO - Epoch [14][980/3757] lr: 9.872e-02, eta: 5 days, 1:22:02, time: 0.637, data_time: 0.002, memory: 5237, top1_acc: 0.1680, top5_acc: 0.3906, loss_cls: 4.0208, loss: 4.0208, grad_norm: 1.7128 2020-07-24 03:09:23,770 - mmaction - INFO - Epoch [14][1000/3757] lr: 9.872e-02, eta: 5 days, 1:21:54, time: 0.720, data_time: 0.002, memory: 5237, top1_acc: 0.1742, top5_acc: 0.3781, loss_cls: 4.0763, loss: 4.0763, grad_norm: 1.7767 2020-07-24 03:09:36,420 - mmaction - INFO - Epoch [14][1020/3757] lr: 9.872e-02, eta: 5 days, 1:21:24, time: 0.633, data_time: 0.002, memory: 5237, top1_acc: 0.1656, top5_acc: 0.3578, loss_cls: 4.0937, loss: 4.0937, grad_norm: 1.7078 2020-07-24 03:09:49,444 - mmaction - INFO - Epoch [14][1040/3757] lr: 9.872e-02, eta: 5 days, 1:20:58, time: 0.651, data_time: 0.003, memory: 5237, top1_acc: 0.1508, top5_acc: 0.3578, loss_cls: 4.1442, loss: 4.1442, grad_norm: 1.6812 2020-07-24 03:10:03,195 - mmaction - INFO - Epoch [14][1060/3757] lr: 9.872e-02, eta: 5 days, 1:20:42, time: 0.688, data_time: 0.002, memory: 5237, top1_acc: 0.1500, top5_acc: 0.3641, loss_cls: 4.1062, loss: 4.1062, grad_norm: 1.6852 2020-07-24 03:10:16,669 - mmaction - INFO - Epoch [14][1080/3757] lr: 9.872e-02, eta: 5 days, 1:20:22, time: 0.673, data_time: 0.001, memory: 5237, top1_acc: 0.1656, top5_acc: 0.3773, loss_cls: 4.0583, loss: 4.0583, grad_norm: 1.7202 2020-07-24 03:10:29,610 - mmaction - INFO - Epoch [14][1100/3757] lr: 9.872e-02, eta: 5 days, 1:19:56, time: 0.647, data_time: 0.002, memory: 5237, top1_acc: 0.1703, top5_acc: 0.4070, loss_cls: 3.9943, loss: 3.9943, grad_norm: 1.7237 2020-07-24 03:10:44,007 - mmaction - INFO - Epoch [14][1120/3757] lr: 9.872e-02, eta: 5 days, 1:19:47, time: 0.720, data_time: 0.002, memory: 5237, top1_acc: 0.1516, top5_acc: 0.3602, loss_cls: 4.1503, loss: 4.1503, grad_norm: 1.7782 2020-07-24 03:10:57,219 - mmaction - INFO - Epoch [14][1140/3757] lr: 9.872e-02, eta: 5 days, 1:19:24, time: 0.660, data_time: 0.002, memory: 5237, top1_acc: 0.1469, top5_acc: 0.3844, loss_cls: 4.0511, loss: 4.0511, grad_norm: 1.7135 2020-07-24 03:11:10,603 - mmaction - INFO - Epoch [14][1160/3757] lr: 9.872e-02, eta: 5 days, 1:19:03, time: 0.668, data_time: 0.002, memory: 5237, top1_acc: 0.1711, top5_acc: 0.3758, loss_cls: 4.0746, loss: 4.0746, grad_norm: 1.7310 2020-07-24 03:11:23,985 - mmaction - INFO - Epoch [14][1180/3757] lr: 9.872e-02, eta: 5 days, 1:18:42, time: 0.670, data_time: 0.003, memory: 5237, top1_acc: 0.1555, top5_acc: 0.3570, loss_cls: 4.0840, loss: 4.0840, grad_norm: 1.7397 2020-07-24 03:11:37,049 - mmaction - INFO - Epoch [14][1200/3757] lr: 9.872e-02, eta: 5 days, 1:18:17, time: 0.653, data_time: 0.001, memory: 5237, top1_acc: 0.1688, top5_acc: 0.3984, loss_cls: 3.9825, loss: 3.9825, grad_norm: 1.7474 2020-07-24 03:11:49,932 - mmaction - INFO - Epoch [14][1220/3757] lr: 9.872e-02, eta: 5 days, 1:17:50, time: 0.643, data_time: 0.001, memory: 5237, top1_acc: 0.1594, top5_acc: 0.3961, loss_cls: 4.0619, loss: 4.0619, grad_norm: 1.6958 2020-07-24 03:12:05,021 - mmaction - INFO - Epoch [14][1240/3757] lr: 9.872e-02, eta: 5 days, 1:17:50, time: 0.754, data_time: 0.002, memory: 5237, top1_acc: 0.1766, top5_acc: 0.3930, loss_cls: 4.0168, loss: 4.0168, grad_norm: 1.6662 2020-07-24 03:12:17,740 - mmaction - INFO - Epoch [14][1260/3757] lr: 9.872e-02, eta: 5 days, 1:17:21, time: 0.637, data_time: 0.003, memory: 5237, top1_acc: 0.1695, top5_acc: 0.3758, loss_cls: 4.0186, loss: 4.0186, grad_norm: 1.7433 2020-07-24 03:12:31,800 - mmaction - INFO - Epoch [14][1280/3757] lr: 9.872e-02, eta: 5 days, 1:17:08, time: 0.704, data_time: 0.002, memory: 5237, top1_acc: 0.1641, top5_acc: 0.3711, loss_cls: 4.1197, loss: 4.1197, grad_norm: 1.7590 2020-07-24 03:12:44,963 - mmaction - INFO - Epoch [14][1300/3757] lr: 9.872e-02, eta: 5 days, 1:16:44, time: 0.658, data_time: 0.001, memory: 5237, top1_acc: 0.1508, top5_acc: 0.3789, loss_cls: 4.0602, loss: 4.0602, grad_norm: 1.7017 2020-07-24 03:12:58,405 - mmaction - INFO - Epoch [14][1320/3757] lr: 9.872e-02, eta: 5 days, 1:16:24, time: 0.672, data_time: 0.002, memory: 5237, top1_acc: 0.1742, top5_acc: 0.3750, loss_cls: 4.0683, loss: 4.0683, grad_norm: 1.7173 2020-07-24 03:13:12,251 - mmaction - INFO - Epoch [14][1340/3757] lr: 9.872e-02, eta: 5 days, 1:16:09, time: 0.693, data_time: 0.002, memory: 5237, top1_acc: 0.1688, top5_acc: 0.3891, loss_cls: 4.0468, loss: 4.0468, grad_norm: 1.7221 2020-07-24 03:13:25,967 - mmaction - INFO - Epoch [14][1360/3757] lr: 9.872e-02, eta: 5 days, 1:15:52, time: 0.685, data_time: 0.001, memory: 5237, top1_acc: 0.1625, top5_acc: 0.3906, loss_cls: 4.0329, loss: 4.0329, grad_norm: 1.7801 2020-07-24 03:13:37,991 - mmaction - INFO - Epoch [14][1380/3757] lr: 9.872e-02, eta: 5 days, 1:15:14, time: 0.601, data_time: 0.002, memory: 5237, top1_acc: 0.1773, top5_acc: 0.3750, loss_cls: 4.0203, loss: 4.0203, grad_norm: 1.7411 2020-07-24 03:13:51,703 - mmaction - INFO - Epoch [14][1400/3757] lr: 9.872e-02, eta: 5 days, 1:14:57, time: 0.686, data_time: 0.002, memory: 5237, top1_acc: 0.1797, top5_acc: 0.3766, loss_cls: 4.0566, loss: 4.0566, grad_norm: 1.7475 2020-07-24 03:14:05,310 - mmaction - INFO - Epoch [14][1420/3757] lr: 9.872e-02, eta: 5 days, 1:14:39, time: 0.680, data_time: 0.002, memory: 5237, top1_acc: 0.1570, top5_acc: 0.3828, loss_cls: 4.0703, loss: 4.0703, grad_norm: 1.7026 2020-07-24 03:14:18,317 - mmaction - INFO - Epoch [14][1440/3757] lr: 9.872e-02, eta: 5 days, 1:14:14, time: 0.651, data_time: 0.002, memory: 5237, top1_acc: 0.1586, top5_acc: 0.3633, loss_cls: 4.1250, loss: 4.1250, grad_norm: 1.7068 2020-07-24 03:14:32,066 - mmaction - INFO - Epoch [14][1460/3757] lr: 9.872e-02, eta: 5 days, 1:13:57, time: 0.687, data_time: 0.002, memory: 5237, top1_acc: 0.1703, top5_acc: 0.3859, loss_cls: 4.0130, loss: 4.0130, grad_norm: 1.7177 2020-07-24 03:14:45,802 - mmaction - INFO - Epoch [14][1480/3757] lr: 9.872e-02, eta: 5 days, 1:13:41, time: 0.687, data_time: 0.002, memory: 5237, top1_acc: 0.1609, top5_acc: 0.3711, loss_cls: 4.0544, loss: 4.0544, grad_norm: 1.8014 2020-07-24 03:14:58,784 - mmaction - INFO - Epoch [14][1500/3757] lr: 9.872e-02, eta: 5 days, 1:13:15, time: 0.649, data_time: 0.002, memory: 5237, top1_acc: 0.1703, top5_acc: 0.3883, loss_cls: 4.0280, loss: 4.0280, grad_norm: 1.7357 2020-07-24 03:15:11,255 - mmaction - INFO - Epoch [14][1520/3757] lr: 9.872e-02, eta: 5 days, 1:12:43, time: 0.624, data_time: 0.002, memory: 5237, top1_acc: 0.1586, top5_acc: 0.3844, loss_cls: 4.0831, loss: 4.0831, grad_norm: 1.7477 2020-07-24 03:15:23,490 - mmaction - INFO - Epoch [14][1540/3757] lr: 9.872e-02, eta: 5 days, 1:12:07, time: 0.611, data_time: 0.001, memory: 5237, top1_acc: 0.1516, top5_acc: 0.3641, loss_cls: 4.1322, loss: 4.1322, grad_norm: 1.7280 2020-07-24 03:15:36,602 - mmaction - INFO - Epoch [14][1560/3757] lr: 9.872e-02, eta: 5 days, 1:11:43, time: 0.656, data_time: 0.004, memory: 5237, top1_acc: 0.1680, top5_acc: 0.3742, loss_cls: 4.0973, loss: 4.0973, grad_norm: 1.7476 2020-07-24 03:15:50,883 - mmaction - INFO - Epoch [14][1580/3757] lr: 9.872e-02, eta: 5 days, 1:11:33, time: 0.714, data_time: 0.002, memory: 5237, top1_acc: 0.1625, top5_acc: 0.3609, loss_cls: 4.1112, loss: 4.1112, grad_norm: 1.7086 2020-07-24 03:16:04,020 - mmaction - INFO - Epoch [14][1600/3757] lr: 9.872e-02, eta: 5 days, 1:11:10, time: 0.657, data_time: 0.002, memory: 5237, top1_acc: 0.1469, top5_acc: 0.3844, loss_cls: 4.0597, loss: 4.0597, grad_norm: 1.6959 2020-07-24 03:16:18,110 - mmaction - INFO - Epoch [14][1620/3757] lr: 9.872e-02, eta: 5 days, 1:10:57, time: 0.704, data_time: 0.001, memory: 5237, top1_acc: 0.1844, top5_acc: 0.3914, loss_cls: 4.0606, loss: 4.0606, grad_norm: 1.7321 2020-07-24 03:16:32,000 - mmaction - INFO - Epoch [14][1640/3757] lr: 9.872e-02, eta: 5 days, 1:10:43, time: 0.694, data_time: 0.002, memory: 5237, top1_acc: 0.1602, top5_acc: 0.3937, loss_cls: 4.0523, loss: 4.0523, grad_norm: 1.7516 2020-07-24 03:16:46,197 - mmaction - INFO - Epoch [14][1660/3757] lr: 9.872e-02, eta: 5 days, 1:10:32, time: 0.710, data_time: 0.002, memory: 5237, top1_acc: 0.1742, top5_acc: 0.3672, loss_cls: 4.0918, loss: 4.0918, grad_norm: 1.7347 2020-07-24 03:17:00,080 - mmaction - INFO - Epoch [14][1680/3757] lr: 9.872e-02, eta: 5 days, 1:10:17, time: 0.694, data_time: 0.002, memory: 5237, top1_acc: 0.1555, top5_acc: 0.3828, loss_cls: 4.0938, loss: 4.0938, grad_norm: 1.6997 2020-07-24 03:17:12,939 - mmaction - INFO - Epoch [14][1700/3757] lr: 9.872e-02, eta: 5 days, 1:09:50, time: 0.644, data_time: 0.003, memory: 5237, top1_acc: 0.1578, top5_acc: 0.3758, loss_cls: 4.0894, loss: 4.0894, grad_norm: 1.7480 2020-07-24 03:17:24,986 - mmaction - INFO - Epoch [14][1720/3757] lr: 9.872e-02, eta: 5 days, 1:09:13, time: 0.602, data_time: 0.002, memory: 5237, top1_acc: 0.1508, top5_acc: 0.3859, loss_cls: 4.1057, loss: 4.1057, grad_norm: 1.7458 2020-07-24 03:17:39,573 - mmaction - INFO - Epoch [14][1740/3757] lr: 9.872e-02, eta: 5 days, 1:09:06, time: 0.728, data_time: 0.002, memory: 5237, top1_acc: 0.1492, top5_acc: 0.3672, loss_cls: 4.0922, loss: 4.0922, grad_norm: 1.6895 2020-07-24 03:17:52,594 - mmaction - INFO - Epoch [14][1760/3757] lr: 9.872e-02, eta: 5 days, 1:08:41, time: 0.652, data_time: 0.002, memory: 5237, top1_acc: 0.1484, top5_acc: 0.3641, loss_cls: 4.0610, loss: 4.0610, grad_norm: 1.7006 2020-07-24 03:18:05,867 - mmaction - INFO - Epoch [14][1780/3757] lr: 9.872e-02, eta: 5 days, 1:08:19, time: 0.664, data_time: 0.001, memory: 5237, top1_acc: 0.1437, top5_acc: 0.3438, loss_cls: 4.1351, loss: 4.1351, grad_norm: 1.7013 2020-07-24 03:18:18,854 - mmaction - INFO - Epoch [14][1800/3757] lr: 9.872e-02, eta: 5 days, 1:07:53, time: 0.648, data_time: 0.002, memory: 5237, top1_acc: 0.1641, top5_acc: 0.3727, loss_cls: 4.1060, loss: 4.1060, grad_norm: 1.6822 2020-07-24 03:18:32,739 - mmaction - INFO - Epoch [14][1820/3757] lr: 9.872e-02, eta: 5 days, 1:07:38, time: 0.694, data_time: 0.003, memory: 5237, top1_acc: 0.1766, top5_acc: 0.3781, loss_cls: 3.9986, loss: 3.9986, grad_norm: 1.7206 2020-07-24 03:18:46,733 - mmaction - INFO - Epoch [14][1840/3757] lr: 9.872e-02, eta: 5 days, 1:07:25, time: 0.700, data_time: 0.003, memory: 5237, top1_acc: 0.1750, top5_acc: 0.3789, loss_cls: 4.0631, loss: 4.0631, grad_norm: 1.7584 2020-07-24 03:19:01,866 - mmaction - INFO - Epoch [14][1860/3757] lr: 9.872e-02, eta: 5 days, 1:07:26, time: 0.757, data_time: 0.003, memory: 5237, top1_acc: 0.1375, top5_acc: 0.3445, loss_cls: 4.1265, loss: 4.1265, grad_norm: 1.7379 2020-07-24 03:19:15,936 - mmaction - INFO - Epoch [14][1880/3757] lr: 9.872e-02, eta: 5 days, 1:07:14, time: 0.703, data_time: 0.002, memory: 5237, top1_acc: 0.1539, top5_acc: 0.3836, loss_cls: 4.0407, loss: 4.0407, grad_norm: 1.7603 2020-07-24 03:19:29,136 - mmaction - INFO - Epoch [14][1900/3757] lr: 9.872e-02, eta: 5 days, 1:06:51, time: 0.661, data_time: 0.003, memory: 5237, top1_acc: 0.1695, top5_acc: 0.3828, loss_cls: 4.0454, loss: 4.0454, grad_norm: 1.7484 2020-07-24 03:19:41,761 - mmaction - INFO - Epoch [14][1920/3757] lr: 9.872e-02, eta: 5 days, 1:06:21, time: 0.631, data_time: 0.002, memory: 5237, top1_acc: 0.1750, top5_acc: 0.3766, loss_cls: 4.0634, loss: 4.0634, grad_norm: 1.7222 2020-07-24 03:19:55,075 - mmaction - INFO - Epoch [14][1940/3757] lr: 9.872e-02, eta: 5 days, 1:05:59, time: 0.665, data_time: 0.002, memory: 5237, top1_acc: 0.1703, top5_acc: 0.3789, loss_cls: 4.0851, loss: 4.0851, grad_norm: 1.7614 2020-07-24 03:20:09,088 - mmaction - INFO - Epoch [14][1960/3757] lr: 9.872e-02, eta: 5 days, 1:05:46, time: 0.700, data_time: 0.003, memory: 5237, top1_acc: 0.1797, top5_acc: 0.3836, loss_cls: 4.0524, loss: 4.0524, grad_norm: 1.6976 2020-07-24 03:20:22,320 - mmaction - INFO - Epoch [14][1980/3757] lr: 9.872e-02, eta: 5 days, 1:05:23, time: 0.662, data_time: 0.003, memory: 5237, top1_acc: 0.1633, top5_acc: 0.3875, loss_cls: 4.0929, loss: 4.0929, grad_norm: 1.7186 2020-07-24 03:20:34,755 - mmaction - INFO - Epoch [14][2000/3757] lr: 9.872e-02, eta: 5 days, 1:04:51, time: 0.623, data_time: 0.002, memory: 5237, top1_acc: 0.1672, top5_acc: 0.3773, loss_cls: 4.0628, loss: 4.0628, grad_norm: 1.7392 2020-07-24 03:20:47,660 - mmaction - INFO - Epoch [14][2020/3757] lr: 9.872e-02, eta: 5 days, 1:04:24, time: 0.644, data_time: 0.001, memory: 5237, top1_acc: 0.1570, top5_acc: 0.3617, loss_cls: 4.1047, loss: 4.1047, grad_norm: 1.7644 2020-07-24 03:20:59,959 - mmaction - INFO - Epoch [14][2040/3757] lr: 9.872e-02, eta: 5 days, 1:03:50, time: 0.615, data_time: 0.002, memory: 5237, top1_acc: 0.1703, top5_acc: 0.3828, loss_cls: 4.0234, loss: 4.0234, grad_norm: 1.7096 2020-07-24 03:21:13,206 - mmaction - INFO - Epoch [14][2060/3757] lr: 9.872e-02, eta: 5 days, 1:03:27, time: 0.662, data_time: 0.002, memory: 5237, top1_acc: 0.1430, top5_acc: 0.3695, loss_cls: 4.1188, loss: 4.1188, grad_norm: 1.7612 2020-07-24 03:21:26,727 - mmaction - INFO - Epoch [14][2080/3757] lr: 9.872e-02, eta: 5 days, 1:03:08, time: 0.677, data_time: 0.002, memory: 5237, top1_acc: 0.1648, top5_acc: 0.3805, loss_cls: 4.0755, loss: 4.0755, grad_norm: 1.7437 2020-07-24 03:21:38,935 - mmaction - INFO - Epoch [14][2100/3757] lr: 9.872e-02, eta: 5 days, 1:02:33, time: 0.611, data_time: 0.002, memory: 5237, top1_acc: 0.1633, top5_acc: 0.3836, loss_cls: 4.1201, loss: 4.1201, grad_norm: 1.7604 2020-07-24 03:21:52,043 - mmaction - INFO - Epoch [14][2120/3757] lr: 9.872e-02, eta: 5 days, 1:02:09, time: 0.654, data_time: 0.001, memory: 5237, top1_acc: 0.1516, top5_acc: 0.3680, loss_cls: 4.1403, loss: 4.1403, grad_norm: 1.7048 2020-07-24 03:22:05,645 - mmaction - INFO - Epoch [14][2140/3757] lr: 9.872e-02, eta: 5 days, 1:01:51, time: 0.681, data_time: 0.003, memory: 5237, top1_acc: 0.1648, top5_acc: 0.3820, loss_cls: 4.0675, loss: 4.0675, grad_norm: 1.7280 2020-07-24 03:22:18,281 - mmaction - INFO - Epoch [14][2160/3757] lr: 9.872e-02, eta: 5 days, 1:01:21, time: 0.631, data_time: 0.001, memory: 5237, top1_acc: 0.1828, top5_acc: 0.4016, loss_cls: 4.0097, loss: 4.0097, grad_norm: 1.7483 2020-07-24 03:22:30,537 - mmaction - INFO - Epoch [14][2180/3757] lr: 9.872e-02, eta: 5 days, 1:00:47, time: 0.613, data_time: 0.001, memory: 5237, top1_acc: 0.1625, top5_acc: 0.3797, loss_cls: 4.1128, loss: 4.1128, grad_norm: 1.7397 2020-07-24 03:22:42,942 - mmaction - INFO - Epoch [14][2200/3757] lr: 9.872e-02, eta: 5 days, 1:00:14, time: 0.620, data_time: 0.002, memory: 5237, top1_acc: 0.1625, top5_acc: 0.3680, loss_cls: 4.0606, loss: 4.0606, grad_norm: 1.7283 2020-07-24 03:22:55,443 - mmaction - INFO - Epoch [14][2220/3757] lr: 9.872e-02, eta: 5 days, 0:59:42, time: 0.625, data_time: 0.003, memory: 5237, top1_acc: 0.1648, top5_acc: 0.4023, loss_cls: 4.0364, loss: 4.0364, grad_norm: 1.7213 2020-07-24 03:23:08,467 - mmaction - INFO - Epoch [14][2240/3757] lr: 9.872e-02, eta: 5 days, 0:59:18, time: 0.652, data_time: 0.002, memory: 5237, top1_acc: 0.1773, top5_acc: 0.4008, loss_cls: 4.0265, loss: 4.0265, grad_norm: 1.7466 2020-07-24 03:23:21,026 - mmaction - INFO - Epoch [14][2260/3757] lr: 9.872e-02, eta: 5 days, 0:58:47, time: 0.627, data_time: 0.001, memory: 5237, top1_acc: 0.1656, top5_acc: 0.3766, loss_cls: 4.1134, loss: 4.1134, grad_norm: 1.7734 2020-07-24 03:23:33,787 - mmaction - INFO - Epoch [14][2280/3757] lr: 9.872e-02, eta: 5 days, 0:58:18, time: 0.638, data_time: 0.002, memory: 5237, top1_acc: 0.1688, top5_acc: 0.3914, loss_cls: 4.0428, loss: 4.0428, grad_norm: 1.7300 2020-07-24 03:23:46,438 - mmaction - INFO - Epoch [14][2300/3757] lr: 9.872e-02, eta: 5 days, 0:57:49, time: 0.633, data_time: 0.002, memory: 5237, top1_acc: 0.1570, top5_acc: 0.3609, loss_cls: 4.1251, loss: 4.1251, grad_norm: 1.7678 2020-07-24 03:23:59,678 - mmaction - INFO - Epoch [14][2320/3757] lr: 9.872e-02, eta: 5 days, 0:57:26, time: 0.662, data_time: 0.002, memory: 5237, top1_acc: 0.1711, top5_acc: 0.3859, loss_cls: 4.0303, loss: 4.0303, grad_norm: 1.7079 2020-07-24 03:24:13,749 - mmaction - INFO - Epoch [14][2340/3757] lr: 9.872e-02, eta: 5 days, 0:57:14, time: 0.704, data_time: 0.002, memory: 5237, top1_acc: 0.1609, top5_acc: 0.3914, loss_cls: 3.9937, loss: 3.9937, grad_norm: 1.7644 2020-07-24 03:24:27,889 - mmaction - INFO - Epoch [14][2360/3757] lr: 9.872e-02, eta: 5 days, 0:57:03, time: 0.707, data_time: 0.002, memory: 5237, top1_acc: 0.1594, top5_acc: 0.3445, loss_cls: 4.2008, loss: 4.2008, grad_norm: 1.7599 2020-07-24 03:24:41,293 - mmaction - INFO - Epoch [14][2380/3757] lr: 9.872e-02, eta: 5 days, 0:56:42, time: 0.670, data_time: 0.003, memory: 5237, top1_acc: 0.1820, top5_acc: 0.4008, loss_cls: 4.0124, loss: 4.0124, grad_norm: 1.7221 2020-07-24 03:24:54,064 - mmaction - INFO - Epoch [14][2400/3757] lr: 9.872e-02, eta: 5 days, 0:56:14, time: 0.640, data_time: 0.002, memory: 5237, top1_acc: 0.1516, top5_acc: 0.3648, loss_cls: 4.1027, loss: 4.1027, grad_norm: 1.7913 2020-07-24 03:25:07,669 - mmaction - INFO - Epoch [14][2420/3757] lr: 9.872e-02, eta: 5 days, 0:55:57, time: 0.680, data_time: 0.002, memory: 5237, top1_acc: 0.1688, top5_acc: 0.3719, loss_cls: 4.0747, loss: 4.0747, grad_norm: 1.7279 2020-07-24 03:25:20,493 - mmaction - INFO - Epoch [14][2440/3757] lr: 9.872e-02, eta: 5 days, 0:55:29, time: 0.641, data_time: 0.001, memory: 5237, top1_acc: 0.1789, top5_acc: 0.3734, loss_cls: 4.1277, loss: 4.1277, grad_norm: 1.7689 2020-07-24 03:25:34,391 - mmaction - INFO - Epoch [14][2460/3757] lr: 9.872e-02, eta: 5 days, 0:55:14, time: 0.694, data_time: 0.001, memory: 5237, top1_acc: 0.1727, top5_acc: 0.3937, loss_cls: 4.0115, loss: 4.0115, grad_norm: 1.7058 2020-07-24 03:25:47,246 - mmaction - INFO - Epoch [14][2480/3757] lr: 9.872e-02, eta: 5 days, 0:54:48, time: 0.643, data_time: 0.003, memory: 5237, top1_acc: 0.1664, top5_acc: 0.3914, loss_cls: 4.0019, loss: 4.0019, grad_norm: 1.7596 2020-07-24 03:26:01,434 - mmaction - INFO - Epoch [14][2500/3757] lr: 9.872e-02, eta: 5 days, 0:54:37, time: 0.709, data_time: 0.002, memory: 5237, top1_acc: 0.1633, top5_acc: 0.3719, loss_cls: 4.0667, loss: 4.0667, grad_norm: 1.7621 2020-07-24 03:26:15,737 - mmaction - INFO - Epoch [14][2520/3757] lr: 9.872e-02, eta: 5 days, 0:54:27, time: 0.715, data_time: 0.002, memory: 5237, top1_acc: 0.1648, top5_acc: 0.3719, loss_cls: 4.1059, loss: 4.1059, grad_norm: 1.7346 2020-07-24 03:26:31,661 - mmaction - INFO - Epoch [14][2540/3757] lr: 9.872e-02, eta: 5 days, 0:54:37, time: 0.795, data_time: 0.003, memory: 5237, top1_acc: 0.1656, top5_acc: 0.4008, loss_cls: 4.0659, loss: 4.0659, grad_norm: 1.7230 2020-07-24 03:26:45,095 - mmaction - INFO - Epoch [14][2560/3757] lr: 9.872e-02, eta: 5 days, 0:54:18, time: 0.673, data_time: 0.003, memory: 5237, top1_acc: 0.1734, top5_acc: 0.3789, loss_cls: 4.0899, loss: 4.0899, grad_norm: 1.7382 2020-07-24 03:26:58,737 - mmaction - INFO - Epoch [14][2580/3757] lr: 9.872e-02, eta: 5 days, 0:54:00, time: 0.682, data_time: 0.002, memory: 5237, top1_acc: 0.1703, top5_acc: 0.3953, loss_cls: 3.9829, loss: 3.9829, grad_norm: 1.7707 2020-07-24 03:27:12,536 - mmaction - INFO - Epoch [14][2600/3757] lr: 9.872e-02, eta: 5 days, 0:53:45, time: 0.691, data_time: 0.002, memory: 5237, top1_acc: 0.1602, top5_acc: 0.3680, loss_cls: 4.1030, loss: 4.1030, grad_norm: 1.7878 2020-07-24 03:27:26,261 - mmaction - INFO - Epoch [14][2620/3757] lr: 9.872e-02, eta: 5 days, 0:53:28, time: 0.685, data_time: 0.002, memory: 5237, top1_acc: 0.1766, top5_acc: 0.3812, loss_cls: 4.0473, loss: 4.0473, grad_norm: 1.7409 2020-07-24 03:27:39,063 - mmaction - INFO - Epoch [14][2640/3757] lr: 9.872e-02, eta: 5 days, 0:53:01, time: 0.640, data_time: 0.002, memory: 5237, top1_acc: 0.1445, top5_acc: 0.3820, loss_cls: 4.0833, loss: 4.0833, grad_norm: 1.7551 2020-07-24 03:27:52,703 - mmaction - INFO - Epoch [14][2660/3757] lr: 9.872e-02, eta: 5 days, 0:52:43, time: 0.682, data_time: 0.002, memory: 5237, top1_acc: 0.1500, top5_acc: 0.3758, loss_cls: 4.1154, loss: 4.1154, grad_norm: 1.6945 2020-07-24 03:28:05,664 - mmaction - INFO - Epoch [14][2680/3757] lr: 9.872e-02, eta: 5 days, 0:52:17, time: 0.648, data_time: 0.002, memory: 5237, top1_acc: 0.1680, top5_acc: 0.3836, loss_cls: 4.0796, loss: 4.0796, grad_norm: 1.7253 2020-07-24 03:28:18,313 - mmaction - INFO - Epoch [14][2700/3757] lr: 9.872e-02, eta: 5 days, 0:51:48, time: 0.633, data_time: 0.002, memory: 5237, top1_acc: 0.1695, top5_acc: 0.3937, loss_cls: 4.0033, loss: 4.0033, grad_norm: 1.7524 2020-07-24 03:28:31,237 - mmaction - INFO - Epoch [14][2720/3757] lr: 9.872e-02, eta: 5 days, 0:51:22, time: 0.645, data_time: 0.001, memory: 5237, top1_acc: 0.1664, top5_acc: 0.3922, loss_cls: 4.0612, loss: 4.0612, grad_norm: 1.7755 2020-07-24 03:28:47,351 - mmaction - INFO - Epoch [14][2740/3757] lr: 9.872e-02, eta: 5 days, 0:51:34, time: 0.805, data_time: 0.003, memory: 5237, top1_acc: 0.1719, top5_acc: 0.3734, loss_cls: 4.1326, loss: 4.1326, grad_norm: 1.7638 2020-07-24 03:29:02,055 - mmaction - INFO - Epoch [14][2760/3757] lr: 9.872e-02, eta: 5 days, 0:51:30, time: 0.736, data_time: 0.004, memory: 5237, top1_acc: 0.1742, top5_acc: 0.3961, loss_cls: 4.0048, loss: 4.0048, grad_norm: 1.7010 2020-07-24 03:29:16,382 - mmaction - INFO - Epoch [14][2780/3757] lr: 9.872e-02, eta: 5 days, 0:51:21, time: 0.716, data_time: 0.002, memory: 5237, top1_acc: 0.1766, top5_acc: 0.3906, loss_cls: 4.0610, loss: 4.0610, grad_norm: 1.7227 2020-07-24 03:29:30,179 - mmaction - INFO - Epoch [14][2800/3757] lr: 9.872e-02, eta: 5 days, 0:51:05, time: 0.689, data_time: 0.002, memory: 5237, top1_acc: 0.1773, top5_acc: 0.3914, loss_cls: 4.0549, loss: 4.0549, grad_norm: 1.7955 2020-07-24 03:29:43,960 - mmaction - INFO - Epoch [14][2820/3757] lr: 9.872e-02, eta: 5 days, 0:50:49, time: 0.690, data_time: 0.003, memory: 5237, top1_acc: 0.1750, top5_acc: 0.3945, loss_cls: 4.0157, loss: 4.0157, grad_norm: 1.7443 2020-07-24 03:29:56,314 - mmaction - INFO - Epoch [14][2840/3757] lr: 9.872e-02, eta: 5 days, 0:50:16, time: 0.617, data_time: 0.002, memory: 5237, top1_acc: 0.1578, top5_acc: 0.3727, loss_cls: 4.1570, loss: 4.1570, grad_norm: 1.7498 2020-07-24 03:30:09,076 - mmaction - INFO - Epoch [14][2860/3757] lr: 9.872e-02, eta: 5 days, 0:49:48, time: 0.639, data_time: 0.002, memory: 5237, top1_acc: 0.1672, top5_acc: 0.3789, loss_cls: 4.0889, loss: 4.0889, grad_norm: 1.7320 2020-07-24 03:30:21,163 - mmaction - INFO - Epoch [14][2880/3757] lr: 9.872e-02, eta: 5 days, 0:49:12, time: 0.604, data_time: 0.001, memory: 5237, top1_acc: 0.1570, top5_acc: 0.3789, loss_cls: 4.0724, loss: 4.0724, grad_norm: 1.7311 2020-07-24 03:30:34,136 - mmaction - INFO - Epoch [14][2900/3757] lr: 9.872e-02, eta: 5 days, 0:48:47, time: 0.649, data_time: 0.002, memory: 5237, top1_acc: 0.1680, top5_acc: 0.3953, loss_cls: 4.0216, loss: 4.0216, grad_norm: 1.7566 2020-07-24 03:30:47,726 - mmaction - INFO - Epoch [14][2920/3757] lr: 9.872e-02, eta: 5 days, 0:48:29, time: 0.679, data_time: 0.002, memory: 5237, top1_acc: 0.1578, top5_acc: 0.3781, loss_cls: 4.0180, loss: 4.0180, grad_norm: 1.7755 2020-07-24 03:31:00,601 - mmaction - INFO - Epoch [14][2940/3757] lr: 9.872e-02, eta: 5 days, 0:48:02, time: 0.645, data_time: 0.002, memory: 5237, top1_acc: 0.1406, top5_acc: 0.3586, loss_cls: 4.1255, loss: 4.1255, grad_norm: 1.7102 2020-07-24 03:31:13,275 - mmaction - INFO - Epoch [14][2960/3757] lr: 9.872e-02, eta: 5 days, 0:47:33, time: 0.633, data_time: 0.010, memory: 5237, top1_acc: 0.1539, top5_acc: 0.3781, loss_cls: 4.1139, loss: 4.1139, grad_norm: 1.7100 2020-07-24 03:31:25,597 - mmaction - INFO - Epoch [14][2980/3757] lr: 9.872e-02, eta: 5 days, 0:47:00, time: 0.616, data_time: 0.002, memory: 5237, top1_acc: 0.1648, top5_acc: 0.3672, loss_cls: 4.1198, loss: 4.1198, grad_norm: 1.6975 2020-07-24 03:31:39,289 - mmaction - INFO - Epoch [14][3000/3757] lr: 9.872e-02, eta: 5 days, 0:46:43, time: 0.685, data_time: 0.010, memory: 5237, top1_acc: 0.1375, top5_acc: 0.3570, loss_cls: 4.1711, loss: 4.1711, grad_norm: 1.6702 2020-07-24 03:31:53,169 - mmaction - INFO - Epoch [14][3020/3757] lr: 9.872e-02, eta: 5 days, 0:46:29, time: 0.694, data_time: 0.002, memory: 5237, top1_acc: 0.1656, top5_acc: 0.3844, loss_cls: 4.0721, loss: 4.0721, grad_norm: 1.7482 2020-07-24 03:32:06,438 - mmaction - INFO - Epoch [14][3040/3757] lr: 9.872e-02, eta: 5 days, 0:46:07, time: 0.663, data_time: 0.002, memory: 5237, top1_acc: 0.1711, top5_acc: 0.4047, loss_cls: 3.9938, loss: 3.9938, grad_norm: 1.7332 2020-07-24 03:32:19,162 - mmaction - INFO - Epoch [14][3060/3757] lr: 9.872e-02, eta: 5 days, 0:45:38, time: 0.636, data_time: 0.002, memory: 5237, top1_acc: 0.1742, top5_acc: 0.3789, loss_cls: 4.0698, loss: 4.0698, grad_norm: 1.8007 2020-07-24 03:32:33,310 - mmaction - INFO - Epoch [14][3080/3757] lr: 9.872e-02, eta: 5 days, 0:45:27, time: 0.707, data_time: 0.002, memory: 5237, top1_acc: 0.1734, top5_acc: 0.3984, loss_cls: 3.9696, loss: 3.9696, grad_norm: 1.7793 2020-07-24 03:32:48,322 - mmaction - INFO - Epoch [14][3100/3757] lr: 9.872e-02, eta: 5 days, 0:45:26, time: 0.751, data_time: 0.002, memory: 5237, top1_acc: 0.1719, top5_acc: 0.3906, loss_cls: 4.0232, loss: 4.0232, grad_norm: 1.7979 2020-07-24 03:33:01,607 - mmaction - INFO - Epoch [14][3120/3757] lr: 9.872e-02, eta: 5 days, 0:45:05, time: 0.664, data_time: 0.001, memory: 5237, top1_acc: 0.1602, top5_acc: 0.3758, loss_cls: 4.1463, loss: 4.1463, grad_norm: 1.7331 2020-07-24 03:33:14,818 - mmaction - INFO - Epoch [14][3140/3757] lr: 9.872e-02, eta: 5 days, 0:44:42, time: 0.660, data_time: 0.002, memory: 5237, top1_acc: 0.2039, top5_acc: 0.4211, loss_cls: 3.9488, loss: 3.9488, grad_norm: 1.7202 2020-07-24 03:33:28,514 - mmaction - INFO - Epoch [14][3160/3757] lr: 9.872e-02, eta: 5 days, 0:44:25, time: 0.686, data_time: 0.002, memory: 5237, top1_acc: 0.1672, top5_acc: 0.3766, loss_cls: 4.0088, loss: 4.0088, grad_norm: 1.7531 2020-07-24 03:33:42,042 - mmaction - INFO - Epoch [14][3180/3757] lr: 9.872e-02, eta: 5 days, 0:44:07, time: 0.677, data_time: 0.002, memory: 5237, top1_acc: 0.1555, top5_acc: 0.3766, loss_cls: 4.0972, loss: 4.0972, grad_norm: 1.7661 2020-07-24 03:33:54,544 - mmaction - INFO - Epoch [14][3200/3757] lr: 9.872e-02, eta: 5 days, 0:43:35, time: 0.624, data_time: 0.002, memory: 5237, top1_acc: 0.1523, top5_acc: 0.3672, loss_cls: 4.1962, loss: 4.1962, grad_norm: 1.6755 2020-07-24 03:34:07,270 - mmaction - INFO - Epoch [14][3220/3757] lr: 9.872e-02, eta: 5 days, 0:43:07, time: 0.637, data_time: 0.003, memory: 5237, top1_acc: 0.1703, top5_acc: 0.4109, loss_cls: 3.9701, loss: 3.9701, grad_norm: 1.7143 2020-07-24 03:34:20,356 - mmaction - INFO - Epoch [14][3240/3757] lr: 9.872e-02, eta: 5 days, 0:42:43, time: 0.655, data_time: 0.002, memory: 5237, top1_acc: 0.1641, top5_acc: 0.3906, loss_cls: 4.0653, loss: 4.0653, grad_norm: 1.7293 2020-07-24 03:34:32,920 - mmaction - INFO - Epoch [14][3260/3757] lr: 9.872e-02, eta: 5 days, 0:42:13, time: 0.628, data_time: 0.002, memory: 5237, top1_acc: 0.1602, top5_acc: 0.3781, loss_cls: 4.0911, loss: 4.0911, grad_norm: 1.7284 2020-07-24 03:34:45,852 - mmaction - INFO - Epoch [14][3280/3757] lr: 9.872e-02, eta: 5 days, 0:41:47, time: 0.646, data_time: 0.001, memory: 5237, top1_acc: 0.1641, top5_acc: 0.3906, loss_cls: 4.0881, loss: 4.0881, grad_norm: 1.7914 2020-07-24 03:35:00,113 - mmaction - INFO - Epoch [14][3300/3757] lr: 9.872e-02, eta: 5 days, 0:41:37, time: 0.712, data_time: 0.001, memory: 5237, top1_acc: 0.1719, top5_acc: 0.3789, loss_cls: 4.0769, loss: 4.0769, grad_norm: 1.7699 2020-07-24 03:35:13,434 - mmaction - INFO - Epoch [14][3320/3757] lr: 9.872e-02, eta: 5 days, 0:41:16, time: 0.667, data_time: 0.003, memory: 5237, top1_acc: 0.1539, top5_acc: 0.3672, loss_cls: 4.1348, loss: 4.1348, grad_norm: 1.7303 2020-07-24 03:35:27,153 - mmaction - INFO - Epoch [14][3340/3757] lr: 9.872e-02, eta: 5 days, 0:41:00, time: 0.685, data_time: 0.001, memory: 5237, top1_acc: 0.1609, top5_acc: 0.4000, loss_cls: 4.0335, loss: 4.0335, grad_norm: 1.7280 2020-07-24 03:35:41,191 - mmaction - INFO - Epoch [14][3360/3757] lr: 9.872e-02, eta: 5 days, 0:40:47, time: 0.703, data_time: 0.002, memory: 5237, top1_acc: 0.1578, top5_acc: 0.3781, loss_cls: 4.1136, loss: 4.1136, grad_norm: 1.7136 2020-07-24 03:35:54,666 - mmaction - INFO - Epoch [14][3380/3757] lr: 9.872e-02, eta: 5 days, 0:40:28, time: 0.674, data_time: 0.002, memory: 5237, top1_acc: 0.1672, top5_acc: 0.3898, loss_cls: 4.0506, loss: 4.0506, grad_norm: 1.7391 2020-07-24 03:36:07,833 - mmaction - INFO - Epoch [14][3400/3757] lr: 9.872e-02, eta: 5 days, 0:40:05, time: 0.658, data_time: 0.002, memory: 5237, top1_acc: 0.1680, top5_acc: 0.3891, loss_cls: 4.0997, loss: 4.0997, grad_norm: 1.7170 2020-07-24 03:36:21,253 - mmaction - INFO - Epoch [14][3420/3757] lr: 9.872e-02, eta: 5 days, 0:39:45, time: 0.671, data_time: 0.002, memory: 5237, top1_acc: 0.1695, top5_acc: 0.3898, loss_cls: 4.0676, loss: 4.0676, grad_norm: 1.7035 2020-07-24 03:36:35,845 - mmaction - INFO - Epoch [14][3440/3757] lr: 9.872e-02, eta: 5 days, 0:39:39, time: 0.729, data_time: 0.002, memory: 5237, top1_acc: 0.1641, top5_acc: 0.3766, loss_cls: 4.0928, loss: 4.0928, grad_norm: 1.7402 2020-07-24 03:36:49,640 - mmaction - INFO - Epoch [14][3460/3757] lr: 9.872e-02, eta: 5 days, 0:39:24, time: 0.691, data_time: 0.003, memory: 5237, top1_acc: 0.1758, top5_acc: 0.3727, loss_cls: 4.0494, loss: 4.0494, grad_norm: 1.7711 2020-07-24 03:37:02,715 - mmaction - INFO - Epoch [14][3480/3757] lr: 9.872e-02, eta: 5 days, 0:39:00, time: 0.654, data_time: 0.001, memory: 5237, top1_acc: 0.1609, top5_acc: 0.3617, loss_cls: 4.1153, loss: 4.1153, grad_norm: 1.7678 2020-07-24 03:37:15,501 - mmaction - INFO - Epoch [14][3500/3757] lr: 9.872e-02, eta: 5 days, 0:38:32, time: 0.639, data_time: 0.001, memory: 5237, top1_acc: 0.1531, top5_acc: 0.3672, loss_cls: 4.1172, loss: 4.1172, grad_norm: 1.7543 2020-07-24 03:37:28,661 - mmaction - INFO - Epoch [14][3520/3757] lr: 9.872e-02, eta: 5 days, 0:38:09, time: 0.658, data_time: 0.002, memory: 5237, top1_acc: 0.1586, top5_acc: 0.3625, loss_cls: 4.1442, loss: 4.1442, grad_norm: 1.7400 2020-07-24 03:37:42,292 - mmaction - INFO - Epoch [14][3540/3757] lr: 9.872e-02, eta: 5 days, 0:37:52, time: 0.682, data_time: 0.001, memory: 5237, top1_acc: 0.1844, top5_acc: 0.3945, loss_cls: 4.0278, loss: 4.0278, grad_norm: 1.7113 2020-07-24 03:37:55,412 - mmaction - INFO - Epoch [14][3560/3757] lr: 9.872e-02, eta: 5 days, 0:37:28, time: 0.656, data_time: 0.001, memory: 5237, top1_acc: 0.1742, top5_acc: 0.4016, loss_cls: 3.9683, loss: 3.9683, grad_norm: 1.7676 2020-07-24 03:38:08,427 - mmaction - INFO - Epoch [14][3580/3757] lr: 9.872e-02, eta: 5 days, 0:37:03, time: 0.649, data_time: 0.001, memory: 5237, top1_acc: 0.1680, top5_acc: 0.3898, loss_cls: 4.0578, loss: 4.0578, grad_norm: 1.7648 2020-07-24 03:38:21,921 - mmaction - INFO - Epoch [14][3600/3757] lr: 9.872e-02, eta: 5 days, 0:36:44, time: 0.675, data_time: 0.003, memory: 5237, top1_acc: 0.1430, top5_acc: 0.3633, loss_cls: 4.1177, loss: 4.1177, grad_norm: 1.7241 2020-07-24 03:38:35,042 - mmaction - INFO - Epoch [14][3620/3757] lr: 9.872e-02, eta: 5 days, 0:36:21, time: 0.657, data_time: 0.002, memory: 5237, top1_acc: 0.1711, top5_acc: 0.3852, loss_cls: 4.0543, loss: 4.0543, grad_norm: 1.7966 2020-07-24 03:38:48,463 - mmaction - INFO - Epoch [14][3640/3757] lr: 9.872e-02, eta: 5 days, 0:36:01, time: 0.670, data_time: 0.002, memory: 5237, top1_acc: 0.1602, top5_acc: 0.3633, loss_cls: 4.0937, loss: 4.0937, grad_norm: 1.7495 2020-07-24 03:39:02,050 - mmaction - INFO - Epoch [14][3660/3757] lr: 9.872e-02, eta: 5 days, 0:35:43, time: 0.680, data_time: 0.002, memory: 5237, top1_acc: 0.1469, top5_acc: 0.3539, loss_cls: 4.1754, loss: 4.1754, grad_norm: 1.7084 2020-07-24 03:39:16,611 - mmaction - INFO - Epoch [14][3680/3757] lr: 9.872e-02, eta: 5 days, 0:35:37, time: 0.728, data_time: 0.003, memory: 5237, top1_acc: 0.1539, top5_acc: 0.3750, loss_cls: 4.0829, loss: 4.0829, grad_norm: 1.7236 2020-07-24 03:39:28,924 - mmaction - INFO - Epoch [14][3700/3757] lr: 9.872e-02, eta: 5 days, 0:35:04, time: 0.615, data_time: 0.002, memory: 5237, top1_acc: 0.1437, top5_acc: 0.3555, loss_cls: 4.1493, loss: 4.1493, grad_norm: 1.7274 2020-07-24 03:39:41,948 - mmaction - INFO - Epoch [14][3720/3757] lr: 9.872e-02, eta: 5 days, 0:34:39, time: 0.651, data_time: 0.001, memory: 5237, top1_acc: 0.1750, top5_acc: 0.3742, loss_cls: 4.0225, loss: 4.0225, grad_norm: 1.7414 2020-07-24 03:39:54,616 - mmaction - INFO - Epoch [14][3740/3757] lr: 9.872e-02, eta: 5 days, 0:34:11, time: 0.634, data_time: 0.002, memory: 5237, top1_acc: 0.1836, top5_acc: 0.3945, loss_cls: 4.0950, loss: 4.0950, grad_norm: 1.7009 2020-07-24 03:44:07,196 - mmaction - INFO - Epoch [15][20/3757] lr: 9.851e-02, eta: 5 days, 1:14:54, time: 11.701, data_time: 10.888, memory: 5237, top1_acc: 0.1555, top5_acc: 0.3836, loss_cls: 4.0711, loss: 4.0711, grad_norm: 1.7549 2020-07-24 03:44:20,347 - mmaction - INFO - Epoch [15][40/3757] lr: 9.851e-02, eta: 5 days, 1:14:30, time: 0.658, data_time: 0.003, memory: 5237, top1_acc: 0.1586, top5_acc: 0.3875, loss_cls: 4.0663, loss: 4.0663, grad_norm: 1.7335 2020-07-24 03:44:33,474 - mmaction - INFO - Epoch [15][60/3757] lr: 9.851e-02, eta: 5 days, 1:14:05, time: 0.656, data_time: 0.001, memory: 5237, top1_acc: 0.1820, top5_acc: 0.3828, loss_cls: 4.0416, loss: 4.0416, grad_norm: 1.7440 2020-07-24 03:44:45,996 - mmaction - INFO - Epoch [15][80/3757] lr: 9.851e-02, eta: 5 days, 1:13:34, time: 0.626, data_time: 0.002, memory: 5237, top1_acc: 0.1766, top5_acc: 0.4141, loss_cls: 3.9467, loss: 3.9467, grad_norm: 1.7491 2020-07-24 03:44:58,328 - mmaction - INFO - Epoch [15][100/3757] lr: 9.851e-02, eta: 5 days, 1:13:00, time: 0.615, data_time: 0.002, memory: 5237, top1_acc: 0.1805, top5_acc: 0.3789, loss_cls: 4.0487, loss: 4.0487, grad_norm: 1.7292 2020-07-24 03:45:12,420 - mmaction - INFO - Epoch [15][120/3757] lr: 9.851e-02, eta: 5 days, 1:12:47, time: 0.705, data_time: 0.004, memory: 5237, top1_acc: 0.1648, top5_acc: 0.3773, loss_cls: 4.0837, loss: 4.0837, grad_norm: 1.7349 2020-07-24 03:45:25,837 - mmaction - INFO - Epoch [15][140/3757] lr: 9.851e-02, eta: 5 days, 1:12:26, time: 0.671, data_time: 0.002, memory: 5237, top1_acc: 0.1437, top5_acc: 0.3781, loss_cls: 4.1160, loss: 4.1160, grad_norm: 1.7108 2020-07-24 03:45:41,894 - mmaction - INFO - Epoch [15][160/3757] lr: 9.851e-02, eta: 5 days, 1:12:37, time: 0.803, data_time: 0.002, memory: 5237, top1_acc: 0.1719, top5_acc: 0.3883, loss_cls: 4.0653, loss: 4.0653, grad_norm: 1.7028 2020-07-24 03:45:55,531 - mmaction - INFO - Epoch [15][180/3757] lr: 9.851e-02, eta: 5 days, 1:12:18, time: 0.681, data_time: 0.002, memory: 5237, top1_acc: 0.1891, top5_acc: 0.3969, loss_cls: 4.0292, loss: 4.0292, grad_norm: 1.7743 2020-07-24 03:46:10,215 - mmaction - INFO - Epoch [15][200/3757] lr: 9.851e-02, eta: 5 days, 1:12:12, time: 0.734, data_time: 0.002, memory: 5237, top1_acc: 0.1758, top5_acc: 0.3875, loss_cls: 4.0464, loss: 4.0464, grad_norm: 1.7490 2020-07-24 03:46:24,609 - mmaction - INFO - Epoch [15][220/3757] lr: 9.851e-02, eta: 5 days, 1:12:03, time: 0.721, data_time: 0.003, memory: 5237, top1_acc: 0.1680, top5_acc: 0.3758, loss_cls: 4.0610, loss: 4.0610, grad_norm: 1.6929 2020-07-24 03:46:37,322 - mmaction - INFO - Epoch [15][240/3757] lr: 9.851e-02, eta: 5 days, 1:11:34, time: 0.635, data_time: 0.001, memory: 5237, top1_acc: 0.1594, top5_acc: 0.3828, loss_cls: 3.9943, loss: 3.9943, grad_norm: 1.7321 2020-07-24 03:46:50,130 - mmaction - INFO - Epoch [15][260/3757] lr: 9.851e-02, eta: 5 days, 1:11:06, time: 0.641, data_time: 0.002, memory: 5237, top1_acc: 0.1602, top5_acc: 0.3977, loss_cls: 4.0549, loss: 4.0549, grad_norm: 1.8482 2020-07-24 03:47:05,687 - mmaction - INFO - Epoch [15][280/3757] lr: 9.851e-02, eta: 5 days, 1:11:10, time: 0.777, data_time: 0.001, memory: 5237, top1_acc: 0.1602, top5_acc: 0.3914, loss_cls: 4.0237, loss: 4.0237, grad_norm: 1.8155 2020-07-24 03:47:20,038 - mmaction - INFO - Epoch [15][300/3757] lr: 9.851e-02, eta: 5 days, 1:11:01, time: 0.718, data_time: 0.002, memory: 5237, top1_acc: 0.1734, top5_acc: 0.4008, loss_cls: 3.9686, loss: 3.9686, grad_norm: 1.7451 2020-07-24 03:47:33,463 - mmaction - INFO - Epoch [15][320/3757] lr: 9.851e-02, eta: 5 days, 1:10:40, time: 0.671, data_time: 0.001, memory: 5237, top1_acc: 0.1711, top5_acc: 0.3828, loss_cls: 4.0929, loss: 4.0929, grad_norm: 1.7897 2020-07-24 03:47:47,456 - mmaction - INFO - Epoch [15][340/3757] lr: 9.851e-02, eta: 5 days, 1:10:26, time: 0.699, data_time: 0.001, memory: 5237, top1_acc: 0.1773, top5_acc: 0.3797, loss_cls: 4.0280, loss: 4.0280, grad_norm: 1.7904 2020-07-24 03:48:01,138 - mmaction - INFO - Epoch [15][360/3757] lr: 9.851e-02, eta: 5 days, 1:10:08, time: 0.684, data_time: 0.003, memory: 5237, top1_acc: 0.1477, top5_acc: 0.3703, loss_cls: 4.1028, loss: 4.1028, grad_norm: 1.7675 2020-07-24 03:48:14,464 - mmaction - INFO - Epoch [15][380/3757] lr: 9.851e-02, eta: 5 days, 1:09:46, time: 0.667, data_time: 0.002, memory: 5237, top1_acc: 0.1656, top5_acc: 0.3758, loss_cls: 4.0955, loss: 4.0955, grad_norm: 1.7334 2020-07-24 03:48:27,413 - mmaction - INFO - Epoch [15][400/3757] lr: 9.851e-02, eta: 5 days, 1:09:20, time: 0.648, data_time: 0.003, memory: 5237, top1_acc: 0.1672, top5_acc: 0.3750, loss_cls: 4.0810, loss: 4.0810, grad_norm: 1.7224 2020-07-24 03:48:41,239 - mmaction - INFO - Epoch [15][420/3757] lr: 9.851e-02, eta: 5 days, 1:09:04, time: 0.691, data_time: 0.002, memory: 5237, top1_acc: 0.1758, top5_acc: 0.3852, loss_cls: 4.0971, loss: 4.0971, grad_norm: 1.7753 2020-07-24 03:48:53,776 - mmaction - INFO - Epoch [15][440/3757] lr: 9.851e-02, eta: 5 days, 1:08:33, time: 0.627, data_time: 0.002, memory: 5237, top1_acc: 0.1727, top5_acc: 0.3812, loss_cls: 4.0405, loss: 4.0405, grad_norm: 1.7080 2020-07-24 03:49:06,571 - mmaction - INFO - Epoch [15][460/3757] lr: 9.851e-02, eta: 5 days, 1:08:05, time: 0.640, data_time: 0.002, memory: 5237, top1_acc: 0.1594, top5_acc: 0.3703, loss_cls: 4.1162, loss: 4.1162, grad_norm: 1.7270 2020-07-24 03:49:20,405 - mmaction - INFO - Epoch [15][480/3757] lr: 9.851e-02, eta: 5 days, 1:07:49, time: 0.692, data_time: 0.002, memory: 5237, top1_acc: 0.1664, top5_acc: 0.4008, loss_cls: 3.9809, loss: 3.9809, grad_norm: 1.7220 2020-07-24 03:49:33,441 - mmaction - INFO - Epoch [15][500/3757] lr: 9.851e-02, eta: 5 days, 1:07:24, time: 0.651, data_time: 0.002, memory: 5237, top1_acc: 0.1805, top5_acc: 0.4094, loss_cls: 3.9707, loss: 3.9707, grad_norm: 1.7403 2020-07-24 03:49:46,800 - mmaction - INFO - Epoch [15][520/3757] lr: 9.851e-02, eta: 5 days, 1:07:02, time: 0.668, data_time: 0.002, memory: 5237, top1_acc: 0.1594, top5_acc: 0.3867, loss_cls: 4.0614, loss: 4.0614, grad_norm: 1.8314 2020-07-24 03:50:01,507 - mmaction - INFO - Epoch [15][540/3757] lr: 9.851e-02, eta: 5 days, 1:06:56, time: 0.735, data_time: 0.002, memory: 5237, top1_acc: 0.1711, top5_acc: 0.3875, loss_cls: 4.0195, loss: 4.0195, grad_norm: 1.7849 2020-07-24 03:50:14,259 - mmaction - INFO - Epoch [15][560/3757] lr: 9.851e-02, eta: 5 days, 1:06:28, time: 0.638, data_time: 0.002, memory: 5237, top1_acc: 0.1539, top5_acc: 0.3703, loss_cls: 4.0548, loss: 4.0548, grad_norm: 1.7623 2020-07-24 03:50:28,585 - mmaction - INFO - Epoch [15][580/3757] lr: 9.851e-02, eta: 5 days, 1:06:18, time: 0.717, data_time: 0.002, memory: 5237, top1_acc: 0.1664, top5_acc: 0.3805, loss_cls: 4.0405, loss: 4.0405, grad_norm: 1.7687 2020-07-24 03:50:41,574 - mmaction - INFO - Epoch [15][600/3757] lr: 9.851e-02, eta: 5 days, 1:05:52, time: 0.649, data_time: 0.001, memory: 5237, top1_acc: 0.1766, top5_acc: 0.3852, loss_cls: 3.9938, loss: 3.9938, grad_norm: 1.7433 2020-07-24 03:50:54,497 - mmaction - INFO - Epoch [15][620/3757] lr: 9.851e-02, eta: 5 days, 1:05:25, time: 0.646, data_time: 0.002, memory: 5237, top1_acc: 0.1609, top5_acc: 0.3961, loss_cls: 4.0213, loss: 4.0213, grad_norm: 1.7859 2020-07-24 03:51:08,224 - mmaction - INFO - Epoch [15][640/3757] lr: 9.851e-02, eta: 5 days, 1:05:09, time: 0.687, data_time: 0.002, memory: 5237, top1_acc: 0.1727, top5_acc: 0.3961, loss_cls: 3.9973, loss: 3.9973, grad_norm: 1.7413 2020-07-24 03:51:21,118 - mmaction - INFO - Epoch [15][660/3757] lr: 9.851e-02, eta: 5 days, 1:04:41, time: 0.644, data_time: 0.001, memory: 5237, top1_acc: 0.1578, top5_acc: 0.3703, loss_cls: 4.1107, loss: 4.1107, grad_norm: 1.7955 2020-07-24 03:51:34,577 - mmaction - INFO - Epoch [15][680/3757] lr: 9.851e-02, eta: 5 days, 1:04:21, time: 0.673, data_time: 0.002, memory: 5237, top1_acc: 0.1875, top5_acc: 0.4133, loss_cls: 3.9714, loss: 3.9714, grad_norm: 1.7641 2020-07-24 03:51:48,243 - mmaction - INFO - Epoch [15][700/3757] lr: 9.851e-02, eta: 5 days, 1:04:04, time: 0.683, data_time: 0.002, memory: 5237, top1_acc: 0.1758, top5_acc: 0.3797, loss_cls: 4.0691, loss: 4.0691, grad_norm: 1.7722 2020-07-24 03:52:02,133 - mmaction - INFO - Epoch [15][720/3757] lr: 9.851e-02, eta: 5 days, 1:03:48, time: 0.694, data_time: 0.002, memory: 5237, top1_acc: 0.1859, top5_acc: 0.4016, loss_cls: 3.9804, loss: 3.9804, grad_norm: 1.7600 2020-07-24 03:52:15,894 - mmaction - INFO - Epoch [15][740/3757] lr: 9.851e-02, eta: 5 days, 1:03:32, time: 0.689, data_time: 0.002, memory: 5237, top1_acc: 0.1609, top5_acc: 0.3844, loss_cls: 4.1123, loss: 4.1123, grad_norm: 1.7667 2020-07-24 03:52:28,304 - mmaction - INFO - Epoch [15][760/3757] lr: 9.851e-02, eta: 5 days, 1:02:59, time: 0.620, data_time: 0.001, memory: 5237, top1_acc: 0.1586, top5_acc: 0.3961, loss_cls: 3.9811, loss: 3.9811, grad_norm: 1.7635 2020-07-24 03:52:41,107 - mmaction - INFO - Epoch [15][780/3757] lr: 9.851e-02, eta: 5 days, 1:02:31, time: 0.639, data_time: 0.002, memory: 5237, top1_acc: 0.1773, top5_acc: 0.4156, loss_cls: 3.9520, loss: 3.9520, grad_norm: 1.7953 2020-07-24 03:52:53,957 - mmaction - INFO - Epoch [15][800/3757] lr: 9.851e-02, eta: 5 days, 1:02:04, time: 0.642, data_time: 0.003, memory: 5237, top1_acc: 0.1625, top5_acc: 0.3844, loss_cls: 4.0784, loss: 4.0784, grad_norm: 1.8372 2020-07-24 03:53:06,596 - mmaction - INFO - Epoch [15][820/3757] lr: 9.851e-02, eta: 5 days, 1:01:34, time: 0.633, data_time: 0.003, memory: 5237, top1_acc: 0.1734, top5_acc: 0.3937, loss_cls: 4.0447, loss: 4.0447, grad_norm: 1.7548 2020-07-24 03:53:21,185 - mmaction - INFO - Epoch [15][840/3757] lr: 9.851e-02, eta: 5 days, 1:01:27, time: 0.729, data_time: 0.002, memory: 5237, top1_acc: 0.1766, top5_acc: 0.3680, loss_cls: 4.0259, loss: 4.0259, grad_norm: 1.7682 2020-07-24 03:53:35,046 - mmaction - INFO - Epoch [15][860/3757] lr: 9.851e-02, eta: 5 days, 1:01:12, time: 0.693, data_time: 0.003, memory: 5237, top1_acc: 0.1484, top5_acc: 0.3922, loss_cls: 4.0780, loss: 4.0780, grad_norm: 1.7406 2020-07-24 03:53:47,966 - mmaction - INFO - Epoch [15][880/3757] lr: 9.851e-02, eta: 5 days, 1:00:45, time: 0.646, data_time: 0.002, memory: 5237, top1_acc: 0.1516, top5_acc: 0.3719, loss_cls: 4.1353, loss: 4.1353, grad_norm: 1.7092 2020-07-24 03:54:00,978 - mmaction - INFO - Epoch [15][900/3757] lr: 9.851e-02, eta: 5 days, 1:00:20, time: 0.651, data_time: 0.003, memory: 5237, top1_acc: 0.1711, top5_acc: 0.3891, loss_cls: 4.0125, loss: 4.0125, grad_norm: 1.7018 2020-07-24 03:54:13,727 - mmaction - INFO - Epoch [15][920/3757] lr: 9.851e-02, eta: 5 days, 0:59:52, time: 0.638, data_time: 0.002, memory: 5237, top1_acc: 0.1531, top5_acc: 0.3906, loss_cls: 4.0178, loss: 4.0178, grad_norm: 1.8057 2020-07-24 03:54:27,570 - mmaction - INFO - Epoch [15][940/3757] lr: 9.851e-02, eta: 5 days, 0:59:35, time: 0.690, data_time: 0.001, memory: 5237, top1_acc: 0.1469, top5_acc: 0.3672, loss_cls: 4.0996, loss: 4.0996, grad_norm: 1.7936 2020-07-24 03:54:41,681 - mmaction - INFO - Epoch [15][960/3757] lr: 9.851e-02, eta: 5 days, 0:59:23, time: 0.707, data_time: 0.003, memory: 5237, top1_acc: 0.1586, top5_acc: 0.3539, loss_cls: 4.1374, loss: 4.1374, grad_norm: 1.7099 2020-07-24 03:54:55,292 - mmaction - INFO - Epoch [15][980/3757] lr: 9.851e-02, eta: 5 days, 0:59:05, time: 0.681, data_time: 0.003, memory: 5237, top1_acc: 0.1742, top5_acc: 0.3781, loss_cls: 4.0965, loss: 4.0965, grad_norm: 1.6984 2020-07-24 03:55:09,042 - mmaction - INFO - Epoch [15][1000/3757] lr: 9.851e-02, eta: 5 days, 0:58:48, time: 0.687, data_time: 0.002, memory: 5237, top1_acc: 0.1711, top5_acc: 0.4062, loss_cls: 4.0102, loss: 4.0102, grad_norm: 1.7613 2020-07-24 03:55:21,552 - mmaction - INFO - Epoch [15][1020/3757] lr: 9.851e-02, eta: 5 days, 0:58:17, time: 0.627, data_time: 0.002, memory: 5237, top1_acc: 0.1617, top5_acc: 0.3930, loss_cls: 4.0044, loss: 4.0044, grad_norm: 1.8013 2020-07-24 03:55:34,095 - mmaction - INFO - Epoch [15][1040/3757] lr: 9.851e-02, eta: 5 days, 0:57:46, time: 0.627, data_time: 0.001, memory: 5237, top1_acc: 0.1656, top5_acc: 0.3914, loss_cls: 4.0328, loss: 4.0328, grad_norm: 1.7669 2020-07-24 03:55:46,645 - mmaction - INFO - Epoch [15][1060/3757] lr: 9.851e-02, eta: 5 days, 0:57:15, time: 0.627, data_time: 0.002, memory: 5237, top1_acc: 0.1562, top5_acc: 0.3758, loss_cls: 4.0638, loss: 4.0638, grad_norm: 1.7527 2020-07-24 03:56:00,187 - mmaction - INFO - Epoch [15][1080/3757] lr: 9.851e-02, eta: 5 days, 0:56:56, time: 0.678, data_time: 0.002, memory: 5237, top1_acc: 0.1742, top5_acc: 0.4234, loss_cls: 3.9468, loss: 3.9468, grad_norm: 1.7312 2020-07-24 03:56:13,858 - mmaction - INFO - Epoch [15][1100/3757] lr: 9.851e-02, eta: 5 days, 0:56:38, time: 0.682, data_time: 0.002, memory: 5237, top1_acc: 0.1883, top5_acc: 0.3937, loss_cls: 3.9753, loss: 3.9753, grad_norm: 1.7615 2020-07-24 03:56:28,320 - mmaction - INFO - Epoch [15][1120/3757] lr: 9.851e-02, eta: 5 days, 0:56:30, time: 0.723, data_time: 0.003, memory: 5237, top1_acc: 0.1773, top5_acc: 0.4016, loss_cls: 3.9392, loss: 3.9392, grad_norm: 1.7794 2020-07-24 03:56:41,745 - mmaction - INFO - Epoch [15][1140/3757] lr: 9.851e-02, eta: 5 days, 0:56:10, time: 0.672, data_time: 0.003, memory: 5237, top1_acc: 0.1828, top5_acc: 0.3844, loss_cls: 4.0577, loss: 4.0577, grad_norm: 1.7810 2020-07-24 03:56:55,166 - mmaction - INFO - Epoch [15][1160/3757] lr: 9.851e-02, eta: 5 days, 0:55:49, time: 0.670, data_time: 0.002, memory: 5237, top1_acc: 0.1758, top5_acc: 0.3945, loss_cls: 4.0096, loss: 4.0096, grad_norm: 1.7680 2020-07-24 03:57:10,219 - mmaction - INFO - Epoch [15][1180/3757] lr: 9.851e-02, eta: 5 days, 0:55:47, time: 0.754, data_time: 0.002, memory: 5237, top1_acc: 0.1594, top5_acc: 0.3797, loss_cls: 4.0629, loss: 4.0629, grad_norm: 1.8029 2020-07-24 03:57:23,505 - mmaction - INFO - Epoch [15][1200/3757] lr: 9.851e-02, eta: 5 days, 0:55:25, time: 0.664, data_time: 0.001, memory: 5237, top1_acc: 0.1570, top5_acc: 0.3508, loss_cls: 4.1744, loss: 4.1744, grad_norm: 1.7555 2020-07-24 03:57:37,066 - mmaction - INFO - Epoch [15][1220/3757] lr: 9.851e-02, eta: 5 days, 0:55:06, time: 0.677, data_time: 0.002, memory: 5237, top1_acc: 0.1664, top5_acc: 0.3930, loss_cls: 4.0305, loss: 4.0305, grad_norm: 1.7365 2020-07-24 03:57:50,279 - mmaction - INFO - Epoch [15][1240/3757] lr: 9.851e-02, eta: 5 days, 0:54:43, time: 0.662, data_time: 0.003, memory: 5237, top1_acc: 0.1727, top5_acc: 0.4062, loss_cls: 4.0111, loss: 4.0111, grad_norm: 1.7542 2020-07-24 03:58:04,399 - mmaction - INFO - Epoch [15][1260/3757] lr: 9.851e-02, eta: 5 days, 0:54:30, time: 0.704, data_time: 0.001, memory: 5237, top1_acc: 0.1578, top5_acc: 0.3820, loss_cls: 4.1193, loss: 4.1193, grad_norm: 1.7724 2020-07-24 03:58:18,958 - mmaction - INFO - Epoch [15][1280/3757] lr: 9.851e-02, eta: 5 days, 0:54:24, time: 0.730, data_time: 0.003, memory: 5237, top1_acc: 0.1820, top5_acc: 0.4117, loss_cls: 3.9438, loss: 3.9438, grad_norm: 1.7289 2020-07-24 03:58:33,201 - mmaction - INFO - Epoch [15][1300/3757] lr: 9.851e-02, eta: 5 days, 0:54:12, time: 0.711, data_time: 0.002, memory: 5237, top1_acc: 0.1680, top5_acc: 0.3719, loss_cls: 4.0327, loss: 4.0327, grad_norm: 1.7807 2020-07-24 03:58:48,367 - mmaction - INFO - Epoch [15][1320/3757] lr: 9.851e-02, eta: 5 days, 0:54:12, time: 0.759, data_time: 0.003, memory: 5237, top1_acc: 0.1898, top5_acc: 0.3859, loss_cls: 3.9742, loss: 3.9742, grad_norm: 1.7947 2020-07-24 03:59:02,015 - mmaction - INFO - Epoch [15][1340/3757] lr: 9.851e-02, eta: 5 days, 0:53:54, time: 0.683, data_time: 0.002, memory: 5237, top1_acc: 0.1828, top5_acc: 0.3922, loss_cls: 3.9783, loss: 3.9783, grad_norm: 1.7887 2020-07-24 03:59:16,284 - mmaction - INFO - Epoch [15][1360/3757] lr: 9.851e-02, eta: 5 days, 0:53:43, time: 0.713, data_time: 0.001, memory: 5237, top1_acc: 0.1547, top5_acc: 0.3875, loss_cls: 4.0051, loss: 4.0051, grad_norm: 1.7656 2020-07-24 03:59:29,297 - mmaction - INFO - Epoch [15][1380/3757] lr: 9.851e-02, eta: 5 days, 0:53:18, time: 0.650, data_time: 0.002, memory: 5237, top1_acc: 0.1609, top5_acc: 0.3945, loss_cls: 4.0436, loss: 4.0436, grad_norm: 1.7865 2020-07-24 03:59:42,844 - mmaction - INFO - Epoch [15][1400/3757] lr: 9.851e-02, eta: 5 days, 0:52:59, time: 0.677, data_time: 0.002, memory: 5237, top1_acc: 0.1539, top5_acc: 0.3695, loss_cls: 4.1235, loss: 4.1235, grad_norm: 1.8053 2020-07-24 03:59:56,116 - mmaction - INFO - Epoch [15][1420/3757] lr: 9.851e-02, eta: 5 days, 0:52:37, time: 0.664, data_time: 0.002, memory: 5237, top1_acc: 0.1492, top5_acc: 0.3711, loss_cls: 4.1043, loss: 4.1043, grad_norm: 1.7639 2020-07-24 04:00:15,585 - mmaction - INFO - Epoch [15][1440/3757] lr: 9.851e-02, eta: 5 days, 0:53:26, time: 0.972, data_time: 0.003, memory: 5237, top1_acc: 0.1625, top5_acc: 0.3977, loss_cls: 3.9639, loss: 3.9639, grad_norm: 1.7198 2020-07-24 04:00:28,562 - mmaction - INFO - Epoch [15][1460/3757] lr: 9.851e-02, eta: 5 days, 0:53:00, time: 0.650, data_time: 0.005, memory: 5237, top1_acc: 0.1633, top5_acc: 0.3805, loss_cls: 4.0818, loss: 4.0818, grad_norm: 1.7424 2020-07-24 04:00:41,303 - mmaction - INFO - Epoch [15][1480/3757] lr: 9.851e-02, eta: 5 days, 0:52:32, time: 0.637, data_time: 0.002, memory: 5237, top1_acc: 0.1781, top5_acc: 0.3836, loss_cls: 4.0445, loss: 4.0445, grad_norm: 1.6997 2020-07-24 04:00:54,045 - mmaction - INFO - Epoch [15][1500/3757] lr: 9.851e-02, eta: 5 days, 0:52:03, time: 0.636, data_time: 0.002, memory: 5237, top1_acc: 0.1719, top5_acc: 0.3609, loss_cls: 4.1432, loss: 4.1432, grad_norm: 1.7213 2020-07-24 04:01:06,893 - mmaction - INFO - Epoch [15][1520/3757] lr: 9.851e-02, eta: 5 days, 0:51:37, time: 0.643, data_time: 0.003, memory: 5237, top1_acc: 0.1758, top5_acc: 0.3922, loss_cls: 4.0544, loss: 4.0544, grad_norm: 1.7137 2020-07-24 04:01:20,385 - mmaction - INFO - Epoch [15][1540/3757] lr: 9.851e-02, eta: 5 days, 0:51:17, time: 0.674, data_time: 0.003, memory: 5237, top1_acc: 0.1711, top5_acc: 0.3805, loss_cls: 4.0276, loss: 4.0276, grad_norm: 1.7604 2020-07-24 04:01:33,268 - mmaction - INFO - Epoch [15][1560/3757] lr: 9.851e-02, eta: 5 days, 0:50:50, time: 0.646, data_time: 0.003, memory: 5237, top1_acc: 0.1664, top5_acc: 0.3719, loss_cls: 4.1054, loss: 4.1054, grad_norm: 1.7591 2020-07-24 04:01:46,325 - mmaction - INFO - Epoch [15][1580/3757] lr: 9.851e-02, eta: 5 days, 0:50:26, time: 0.653, data_time: 0.001, memory: 5237, top1_acc: 0.1703, top5_acc: 0.3875, loss_cls: 4.0323, loss: 4.0323, grad_norm: 1.7389 2020-07-24 04:02:00,445 - mmaction - INFO - Epoch [15][1600/3757] lr: 9.851e-02, eta: 5 days, 0:50:13, time: 0.705, data_time: 0.002, memory: 5237, top1_acc: 0.1773, top5_acc: 0.3836, loss_cls: 4.0326, loss: 4.0326, grad_norm: 1.7684 2020-07-24 04:02:13,255 - mmaction - INFO - Epoch [15][1620/3757] lr: 9.851e-02, eta: 5 days, 0:49:46, time: 0.641, data_time: 0.003, memory: 5237, top1_acc: 0.1531, top5_acc: 0.3891, loss_cls: 4.0113, loss: 4.0113, grad_norm: 1.7905 2020-07-24 04:02:26,478 - mmaction - INFO - Epoch [15][1640/3757] lr: 9.851e-02, eta: 5 days, 0:49:23, time: 0.661, data_time: 0.001, memory: 5237, top1_acc: 0.1805, top5_acc: 0.3836, loss_cls: 4.0038, loss: 4.0038, grad_norm: 1.7396 2020-07-24 04:02:39,965 - mmaction - INFO - Epoch [15][1660/3757] lr: 9.851e-02, eta: 5 days, 0:49:03, time: 0.675, data_time: 0.002, memory: 5237, top1_acc: 0.1578, top5_acc: 0.3820, loss_cls: 4.0684, loss: 4.0684, grad_norm: 1.7465 2020-07-24 04:02:53,176 - mmaction - INFO - Epoch [15][1680/3757] lr: 9.851e-02, eta: 5 days, 0:48:40, time: 0.661, data_time: 0.002, memory: 5237, top1_acc: 0.1773, top5_acc: 0.4070, loss_cls: 4.0622, loss: 4.0622, grad_norm: 1.8112 2020-07-24 04:03:06,867 - mmaction - INFO - Epoch [15][1700/3757] lr: 9.851e-02, eta: 5 days, 0:48:23, time: 0.685, data_time: 0.002, memory: 5237, top1_acc: 0.1523, top5_acc: 0.3742, loss_cls: 4.1465, loss: 4.1465, grad_norm: 1.7706 2020-07-24 04:03:22,403 - mmaction - INFO - Epoch [15][1720/3757] lr: 9.851e-02, eta: 5 days, 0:48:26, time: 0.775, data_time: 0.002, memory: 5237, top1_acc: 0.1578, top5_acc: 0.3602, loss_cls: 4.0794, loss: 4.0794, grad_norm: 1.7317 2020-07-24 04:03:36,399 - mmaction - INFO - Epoch [15][1740/3757] lr: 9.851e-02, eta: 5 days, 0:48:13, time: 0.701, data_time: 0.003, memory: 5237, top1_acc: 0.1594, top5_acc: 0.3766, loss_cls: 4.1348, loss: 4.1348, grad_norm: 1.7491 2020-07-24 04:03:49,767 - mmaction - INFO - Epoch [15][1760/3757] lr: 9.851e-02, eta: 5 days, 0:47:52, time: 0.669, data_time: 0.003, memory: 5237, top1_acc: 0.1594, top5_acc: 0.3742, loss_cls: 4.0489, loss: 4.0489, grad_norm: 1.7148 2020-07-24 04:04:02,665 - mmaction - INFO - Epoch [15][1780/3757] lr: 9.851e-02, eta: 5 days, 0:47:25, time: 0.644, data_time: 0.001, memory: 5237, top1_acc: 0.1828, top5_acc: 0.3922, loss_cls: 4.0098, loss: 4.0098, grad_norm: 1.7489 2020-07-24 04:04:15,919 - mmaction - INFO - Epoch [15][1800/3757] lr: 9.851e-02, eta: 5 days, 0:47:03, time: 0.664, data_time: 0.002, memory: 5237, top1_acc: 0.1586, top5_acc: 0.3648, loss_cls: 4.1573, loss: 4.1573, grad_norm: 1.7584 2020-07-24 04:04:29,682 - mmaction - INFO - Epoch [15][1820/3757] lr: 9.851e-02, eta: 5 days, 0:46:46, time: 0.687, data_time: 0.001, memory: 5237, top1_acc: 0.1539, top5_acc: 0.3695, loss_cls: 4.1113, loss: 4.1113, grad_norm: 1.7454 2020-07-24 04:04:43,864 - mmaction - INFO - Epoch [15][1840/3757] lr: 9.851e-02, eta: 5 days, 0:46:35, time: 0.710, data_time: 0.003, memory: 5237, top1_acc: 0.1680, top5_acc: 0.3961, loss_cls: 3.9848, loss: 3.9848, grad_norm: 1.7805 2020-07-24 04:04:56,763 - mmaction - INFO - Epoch [15][1860/3757] lr: 9.851e-02, eta: 5 days, 0:46:08, time: 0.645, data_time: 0.002, memory: 5237, top1_acc: 0.1609, top5_acc: 0.3914, loss_cls: 4.0108, loss: 4.0108, grad_norm: 1.7746 2020-07-24 04:05:09,681 - mmaction - INFO - Epoch [15][1880/3757] lr: 9.851e-02, eta: 5 days, 0:45:42, time: 0.647, data_time: 0.002, memory: 5237, top1_acc: 0.1492, top5_acc: 0.3461, loss_cls: 4.1361, loss: 4.1361, grad_norm: 1.7681 2020-07-24 04:05:24,149 - mmaction - INFO - Epoch [15][1900/3757] lr: 9.851e-02, eta: 5 days, 0:45:34, time: 0.723, data_time: 0.001, memory: 5237, top1_acc: 0.1508, top5_acc: 0.3727, loss_cls: 4.0906, loss: 4.0906, grad_norm: 1.7826 2020-07-24 04:05:36,882 - mmaction - INFO - Epoch [15][1920/3757] lr: 9.851e-02, eta: 5 days, 0:45:06, time: 0.637, data_time: 0.002, memory: 5237, top1_acc: 0.1742, top5_acc: 0.3914, loss_cls: 4.0528, loss: 4.0528, grad_norm: 1.8066 2020-07-24 04:05:51,582 - mmaction - INFO - Epoch [15][1940/3757] lr: 9.851e-02, eta: 5 days, 0:45:00, time: 0.735, data_time: 0.002, memory: 5237, top1_acc: 0.1664, top5_acc: 0.3891, loss_cls: 4.0278, loss: 4.0278, grad_norm: 1.7398 2020-07-24 04:06:05,824 - mmaction - INFO - Epoch [15][1960/3757] lr: 9.851e-02, eta: 5 days, 0:44:49, time: 0.712, data_time: 0.002, memory: 5237, top1_acc: 0.1633, top5_acc: 0.4000, loss_cls: 3.9789, loss: 3.9789, grad_norm: 1.7601 2020-07-24 04:06:18,730 - mmaction - INFO - Epoch [15][1980/3757] lr: 9.851e-02, eta: 5 days, 0:44:22, time: 0.645, data_time: 0.002, memory: 5237, top1_acc: 0.1797, top5_acc: 0.3914, loss_cls: 3.9770, loss: 3.9770, grad_norm: 1.8092 2020-07-24 04:06:31,636 - mmaction - INFO - Epoch [15][2000/3757] lr: 9.851e-02, eta: 5 days, 0:43:56, time: 0.645, data_time: 0.002, memory: 5237, top1_acc: 0.1547, top5_acc: 0.3719, loss_cls: 4.1066, loss: 4.1066, grad_norm: 1.8090 2020-07-24 04:06:44,945 - mmaction - INFO - Epoch [15][2020/3757] lr: 9.851e-02, eta: 5 days, 0:43:35, time: 0.667, data_time: 0.003, memory: 5237, top1_acc: 0.1641, top5_acc: 0.3742, loss_cls: 4.0453, loss: 4.0453, grad_norm: 1.7495 2020-07-24 04:06:57,937 - mmaction - INFO - Epoch [15][2040/3757] lr: 9.851e-02, eta: 5 days, 0:43:09, time: 0.648, data_time: 0.002, memory: 5237, top1_acc: 0.1531, top5_acc: 0.3695, loss_cls: 4.1074, loss: 4.1074, grad_norm: 1.7566 2020-07-24 04:07:11,388 - mmaction - INFO - Epoch [15][2060/3757] lr: 9.851e-02, eta: 5 days, 0:42:49, time: 0.673, data_time: 0.002, memory: 5237, top1_acc: 0.1758, top5_acc: 0.3953, loss_cls: 3.9494, loss: 3.9494, grad_norm: 1.7654 2020-07-24 04:07:24,612 - mmaction - INFO - Epoch [15][2080/3757] lr: 9.851e-02, eta: 5 days, 0:42:27, time: 0.661, data_time: 0.002, memory: 5237, top1_acc: 0.1766, top5_acc: 0.3852, loss_cls: 3.9866, loss: 3.9866, grad_norm: 1.7812 2020-07-24 04:07:39,840 - mmaction - INFO - Epoch [15][2100/3757] lr: 9.851e-02, eta: 5 days, 0:42:27, time: 0.762, data_time: 0.002, memory: 5237, top1_acc: 0.1648, top5_acc: 0.3828, loss_cls: 4.0841, loss: 4.0841, grad_norm: 1.8148 2020-07-24 04:07:54,709 - mmaction - INFO - Epoch [15][2120/3757] lr: 9.851e-02, eta: 5 days, 0:42:23, time: 0.743, data_time: 0.002, memory: 5237, top1_acc: 0.1758, top5_acc: 0.3711, loss_cls: 4.0397, loss: 4.0397, grad_norm: 1.7970 2020-07-24 04:08:09,366 - mmaction - INFO - Epoch [15][2140/3757] lr: 9.851e-02, eta: 5 days, 0:42:17, time: 0.733, data_time: 0.001, memory: 5237, top1_acc: 0.1633, top5_acc: 0.3773, loss_cls: 4.0728, loss: 4.0728, grad_norm: 1.7753 2020-07-24 04:08:22,269 - mmaction - INFO - Epoch [15][2160/3757] lr: 9.851e-02, eta: 5 days, 0:41:50, time: 0.645, data_time: 0.002, memory: 5237, top1_acc: 0.1594, top5_acc: 0.3883, loss_cls: 4.0606, loss: 4.0606, grad_norm: 1.8001 2020-07-24 04:08:37,366 - mmaction - INFO - Epoch [15][2180/3757] lr: 9.851e-02, eta: 5 days, 0:41:49, time: 0.754, data_time: 0.002, memory: 5237, top1_acc: 0.1555, top5_acc: 0.3836, loss_cls: 4.0550, loss: 4.0550, grad_norm: 1.7689 2020-07-24 04:08:51,118 - mmaction - INFO - Epoch [15][2200/3757] lr: 9.851e-02, eta: 5 days, 0:41:32, time: 0.688, data_time: 0.002, memory: 5237, top1_acc: 0.1633, top5_acc: 0.3656, loss_cls: 4.1044, loss: 4.1044, grad_norm: 1.7932 2020-07-24 04:09:05,594 - mmaction - INFO - Epoch [15][2220/3757] lr: 9.851e-02, eta: 5 days, 0:41:24, time: 0.724, data_time: 0.002, memory: 5237, top1_acc: 0.1547, top5_acc: 0.3648, loss_cls: 4.1235, loss: 4.1235, grad_norm: 1.7733 2020-07-24 04:09:18,822 - mmaction - INFO - Epoch [15][2240/3757] lr: 9.851e-02, eta: 5 days, 0:41:01, time: 0.661, data_time: 0.001, memory: 5237, top1_acc: 0.1570, top5_acc: 0.3898, loss_cls: 4.0784, loss: 4.0784, grad_norm: 1.7261 2020-07-24 04:09:32,183 - mmaction - INFO - Epoch [15][2260/3757] lr: 9.851e-02, eta: 5 days, 0:40:40, time: 0.668, data_time: 0.002, memory: 5237, top1_acc: 0.1531, top5_acc: 0.3898, loss_cls: 4.0562, loss: 4.0562, grad_norm: 1.7376 2020-07-24 04:09:48,205 - mmaction - INFO - Epoch [15][2280/3757] lr: 9.851e-02, eta: 5 days, 0:40:50, time: 0.802, data_time: 0.002, memory: 5237, top1_acc: 0.1812, top5_acc: 0.3945, loss_cls: 4.0069, loss: 4.0069, grad_norm: 1.7526 2020-07-24 04:10:01,639 - mmaction - INFO - Epoch [15][2300/3757] lr: 9.851e-02, eta: 5 days, 0:40:29, time: 0.671, data_time: 0.001, memory: 5237, top1_acc: 0.1898, top5_acc: 0.3859, loss_cls: 4.0205, loss: 4.0205, grad_norm: 1.7572 2020-07-24 04:10:15,017 - mmaction - INFO - Epoch [15][2320/3757] lr: 9.851e-02, eta: 5 days, 0:40:09, time: 0.670, data_time: 0.002, memory: 5237, top1_acc: 0.1727, top5_acc: 0.3820, loss_cls: 4.0560, loss: 4.0560, grad_norm: 1.7589 2020-07-24 04:10:29,428 - mmaction - INFO - Epoch [15][2340/3757] lr: 9.851e-02, eta: 5 days, 0:39:59, time: 0.719, data_time: 0.001, memory: 5237, top1_acc: 0.1719, top5_acc: 0.3797, loss_cls: 4.0338, loss: 4.0338, grad_norm: 1.7467 2020-07-24 04:10:42,892 - mmaction - INFO - Epoch [15][2360/3757] lr: 9.851e-02, eta: 5 days, 0:39:40, time: 0.675, data_time: 0.003, memory: 5237, top1_acc: 0.1641, top5_acc: 0.3859, loss_cls: 3.9981, loss: 3.9981, grad_norm: 1.7747 2020-07-24 04:10:56,682 - mmaction - INFO - Epoch [15][2380/3757] lr: 9.851e-02, eta: 5 days, 0:39:23, time: 0.689, data_time: 0.001, memory: 5237, top1_acc: 0.1641, top5_acc: 0.3719, loss_cls: 4.1362, loss: 4.1362, grad_norm: 1.7550 2020-07-24 04:11:10,149 - mmaction - INFO - Epoch [15][2400/3757] lr: 9.851e-02, eta: 5 days, 0:39:03, time: 0.673, data_time: 0.003, memory: 5237, top1_acc: 0.1703, top5_acc: 0.4016, loss_cls: 3.9665, loss: 3.9665, grad_norm: 1.7274 2020-07-24 04:11:24,452 - mmaction - INFO - Epoch [15][2420/3757] lr: 9.851e-02, eta: 5 days, 0:38:53, time: 0.715, data_time: 0.002, memory: 5237, top1_acc: 0.1688, top5_acc: 0.3852, loss_cls: 4.0210, loss: 4.0210, grad_norm: 1.7607 2020-07-24 04:11:37,603 - mmaction - INFO - Epoch [15][2440/3757] lr: 9.851e-02, eta: 5 days, 0:38:30, time: 0.659, data_time: 0.002, memory: 5237, top1_acc: 0.1766, top5_acc: 0.3805, loss_cls: 4.0611, loss: 4.0611, grad_norm: 1.7445 2020-07-24 04:11:50,304 - mmaction - INFO - Epoch [15][2460/3757] lr: 9.851e-02, eta: 5 days, 0:38:01, time: 0.635, data_time: 0.001, memory: 5237, top1_acc: 0.1742, top5_acc: 0.3805, loss_cls: 4.0347, loss: 4.0347, grad_norm: 1.8120 2020-07-24 04:12:02,661 - mmaction - INFO - Epoch [15][2480/3757] lr: 9.851e-02, eta: 5 days, 0:37:29, time: 0.618, data_time: 0.002, memory: 5237, top1_acc: 0.1617, top5_acc: 0.3828, loss_cls: 4.0704, loss: 4.0704, grad_norm: 1.7719 2020-07-24 04:12:16,511 - mmaction - INFO - Epoch [15][2500/3757] lr: 9.851e-02, eta: 5 days, 0:37:13, time: 0.691, data_time: 0.002, memory: 5237, top1_acc: 0.1703, top5_acc: 0.3781, loss_cls: 4.0887, loss: 4.0887, grad_norm: 1.7740 2020-07-24 04:12:31,329 - mmaction - INFO - Epoch [15][2520/3757] lr: 9.851e-02, eta: 5 days, 0:37:09, time: 0.740, data_time: 0.003, memory: 5237, top1_acc: 0.1742, top5_acc: 0.3891, loss_cls: 4.0580, loss: 4.0580, grad_norm: 1.7769 2020-07-24 04:12:45,429 - mmaction - INFO - Epoch [15][2540/3757] lr: 9.851e-02, eta: 5 days, 0:36:56, time: 0.707, data_time: 0.004, memory: 5237, top1_acc: 0.1578, top5_acc: 0.4008, loss_cls: 4.0484, loss: 4.0484, grad_norm: 1.8172 2020-07-24 04:12:59,616 - mmaction - INFO - Epoch [15][2560/3757] lr: 9.851e-02, eta: 5 days, 0:36:45, time: 0.709, data_time: 0.002, memory: 5237, top1_acc: 0.1719, top5_acc: 0.4156, loss_cls: 3.9742, loss: 3.9742, grad_norm: 1.7893 2020-07-24 04:13:12,414 - mmaction - INFO - Epoch [15][2580/3757] lr: 9.851e-02, eta: 5 days, 0:36:17, time: 0.640, data_time: 0.002, memory: 5237, top1_acc: 0.1898, top5_acc: 0.4289, loss_cls: 3.8597, loss: 3.8597, grad_norm: 1.7778 2020-07-24 04:13:26,813 - mmaction - INFO - Epoch [15][2600/3757] lr: 9.851e-02, eta: 5 days, 0:36:08, time: 0.720, data_time: 0.002, memory: 5237, top1_acc: 0.1703, top5_acc: 0.3898, loss_cls: 3.9715, loss: 3.9715, grad_norm: 1.8017 2020-07-24 04:13:40,490 - mmaction - INFO - Epoch [15][2620/3757] lr: 9.851e-02, eta: 5 days, 0:35:51, time: 0.685, data_time: 0.002, memory: 5237, top1_acc: 0.1734, top5_acc: 0.3711, loss_cls: 4.0802, loss: 4.0802, grad_norm: 1.7917 2020-07-24 04:13:53,936 - mmaction - INFO - Epoch [15][2640/3757] lr: 9.851e-02, eta: 5 days, 0:35:31, time: 0.672, data_time: 0.001, memory: 5237, top1_acc: 0.1617, top5_acc: 0.3727, loss_cls: 4.0682, loss: 4.0682, grad_norm: 1.7281 2020-07-24 04:14:07,504 - mmaction - INFO - Epoch [15][2660/3757] lr: 9.851e-02, eta: 5 days, 0:35:12, time: 0.678, data_time: 0.002, memory: 5237, top1_acc: 0.1719, top5_acc: 0.3898, loss_cls: 4.0168, loss: 4.0168, grad_norm: 1.7805 2020-07-24 04:14:21,465 - mmaction - INFO - Epoch [15][2680/3757] lr: 9.851e-02, eta: 5 days, 0:34:58, time: 0.698, data_time: 0.002, memory: 5237, top1_acc: 0.1781, top5_acc: 0.3828, loss_cls: 4.0969, loss: 4.0969, grad_norm: 1.7844 2020-07-24 04:14:34,960 - mmaction - INFO - Epoch [15][2700/3757] lr: 9.851e-02, eta: 5 days, 0:34:39, time: 0.675, data_time: 0.002, memory: 5237, top1_acc: 0.1719, top5_acc: 0.3977, loss_cls: 4.0319, loss: 4.0319, grad_norm: 1.7559 2020-07-24 04:14:48,796 - mmaction - INFO - Epoch [15][2720/3757] lr: 9.851e-02, eta: 5 days, 0:34:23, time: 0.691, data_time: 0.001, memory: 5237, top1_acc: 0.1695, top5_acc: 0.3875, loss_cls: 4.0067, loss: 4.0067, grad_norm: 1.7761 2020-07-24 04:15:02,786 - mmaction - INFO - Epoch [15][2740/3757] lr: 9.851e-02, eta: 5 days, 0:34:09, time: 0.699, data_time: 0.002, memory: 5237, top1_acc: 0.1484, top5_acc: 0.3516, loss_cls: 4.1486, loss: 4.1486, grad_norm: 1.7886 2020-07-24 04:15:17,450 - mmaction - INFO - Epoch [15][2760/3757] lr: 9.851e-02, eta: 5 days, 0:34:03, time: 0.734, data_time: 0.002, memory: 5237, top1_acc: 0.1523, top5_acc: 0.3781, loss_cls: 4.0382, loss: 4.0382, grad_norm: 1.7420 2020-07-24 04:15:33,059 - mmaction - INFO - Epoch [15][2780/3757] lr: 9.851e-02, eta: 5 days, 0:34:07, time: 0.778, data_time: 0.002, memory: 5237, top1_acc: 0.1805, top5_acc: 0.4016, loss_cls: 3.9764, loss: 3.9764, grad_norm: 1.7855 2020-07-24 04:15:46,975 - mmaction - INFO - Epoch [15][2800/3757] lr: 9.851e-02, eta: 5 days, 0:33:52, time: 0.697, data_time: 0.004, memory: 5237, top1_acc: 0.1797, top5_acc: 0.3867, loss_cls: 4.0019, loss: 4.0019, grad_norm: 1.7433 2020-07-24 04:16:00,330 - mmaction - INFO - Epoch [15][2820/3757] lr: 9.851e-02, eta: 5 days, 0:33:31, time: 0.667, data_time: 0.002, memory: 5237, top1_acc: 0.1828, top5_acc: 0.4023, loss_cls: 3.9802, loss: 3.9802, grad_norm: 1.7265 2020-07-24 04:16:12,817 - mmaction - INFO - Epoch [15][2840/3757] lr: 9.851e-02, eta: 5 days, 0:33:00, time: 0.625, data_time: 0.003, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4273, loss_cls: 3.9200, loss: 3.9200, grad_norm: 1.8124 2020-07-24 04:16:26,094 - mmaction - INFO - Epoch [15][2860/3757] lr: 9.851e-02, eta: 5 days, 0:32:39, time: 0.664, data_time: 0.002, memory: 5237, top1_acc: 0.1625, top5_acc: 0.3672, loss_cls: 4.0771, loss: 4.0771, grad_norm: 1.7943 2020-07-24 04:16:39,821 - mmaction - INFO - Epoch [15][2880/3757] lr: 9.851e-02, eta: 5 days, 0:32:22, time: 0.687, data_time: 0.002, memory: 5237, top1_acc: 0.1594, top5_acc: 0.3867, loss_cls: 4.0437, loss: 4.0437, grad_norm: 1.8120 2020-07-24 04:16:52,793 - mmaction - INFO - Epoch [15][2900/3757] lr: 9.851e-02, eta: 5 days, 0:31:56, time: 0.647, data_time: 0.001, memory: 5237, top1_acc: 0.1703, top5_acc: 0.3641, loss_cls: 4.0784, loss: 4.0784, grad_norm: 1.7410 2020-07-24 04:17:07,456 - mmaction - INFO - Epoch [15][2920/3757] lr: 9.851e-02, eta: 5 days, 0:31:50, time: 0.734, data_time: 0.004, memory: 5237, top1_acc: 0.1625, top5_acc: 0.3883, loss_cls: 4.0358, loss: 4.0358, grad_norm: 1.7126 2020-07-24 04:17:20,374 - mmaction - INFO - Epoch [15][2940/3757] lr: 9.851e-02, eta: 5 days, 0:31:24, time: 0.646, data_time: 0.003, memory: 5237, top1_acc: 0.1734, top5_acc: 0.3812, loss_cls: 4.0687, loss: 4.0687, grad_norm: 1.7617 2020-07-24 04:17:34,281 - mmaction - INFO - Epoch [15][2960/3757] lr: 9.851e-02, eta: 5 days, 0:31:09, time: 0.696, data_time: 0.003, memory: 5237, top1_acc: 0.1625, top5_acc: 0.3609, loss_cls: 4.0733, loss: 4.0733, grad_norm: 1.7797 2020-07-24 04:17:47,319 - mmaction - INFO - Epoch [15][2980/3757] lr: 9.851e-02, eta: 5 days, 0:30:45, time: 0.652, data_time: 0.002, memory: 5237, top1_acc: 0.1523, top5_acc: 0.3805, loss_cls: 4.0666, loss: 4.0666, grad_norm: 1.7615 2020-07-24 04:18:02,029 - mmaction - INFO - Epoch [15][3000/3757] lr: 9.851e-02, eta: 5 days, 0:30:39, time: 0.735, data_time: 0.001, memory: 5237, top1_acc: 0.1617, top5_acc: 0.3859, loss_cls: 4.0193, loss: 4.0193, grad_norm: 1.7337 2020-07-24 04:18:15,727 - mmaction - INFO - Epoch [15][3020/3757] lr: 9.851e-02, eta: 5 days, 0:30:22, time: 0.685, data_time: 0.002, memory: 5237, top1_acc: 0.1422, top5_acc: 0.3586, loss_cls: 4.1584, loss: 4.1584, grad_norm: 1.8002 2020-07-24 04:18:30,348 - mmaction - INFO - Epoch [15][3040/3757] lr: 9.851e-02, eta: 5 days, 0:30:15, time: 0.731, data_time: 0.002, memory: 5237, top1_acc: 0.1680, top5_acc: 0.3773, loss_cls: 4.0543, loss: 4.0543, grad_norm: 1.6980 2020-07-24 04:18:43,644 - mmaction - INFO - Epoch [15][3060/3757] lr: 9.851e-02, eta: 5 days, 0:29:54, time: 0.665, data_time: 0.002, memory: 5237, top1_acc: 0.1602, top5_acc: 0.3844, loss_cls: 4.0407, loss: 4.0407, grad_norm: 1.7203 2020-07-24 04:18:57,653 - mmaction - INFO - Epoch [15][3080/3757] lr: 9.851e-02, eta: 5 days, 0:29:40, time: 0.700, data_time: 0.001, memory: 5237, top1_acc: 0.1844, top5_acc: 0.3883, loss_cls: 3.9442, loss: 3.9442, grad_norm: 1.7504 2020-07-24 04:19:11,379 - mmaction - INFO - Epoch [15][3100/3757] lr: 9.851e-02, eta: 5 days, 0:29:23, time: 0.686, data_time: 0.002, memory: 5237, top1_acc: 0.1820, top5_acc: 0.3922, loss_cls: 4.0086, loss: 4.0086, grad_norm: 1.8131 2020-07-24 04:19:25,443 - mmaction - INFO - Epoch [15][3120/3757] lr: 9.851e-02, eta: 5 days, 0:29:10, time: 0.703, data_time: 0.002, memory: 5237, top1_acc: 0.1805, top5_acc: 0.3852, loss_cls: 4.0372, loss: 4.0372, grad_norm: 1.7867 2020-07-24 04:19:41,073 - mmaction - INFO - Epoch [15][3140/3757] lr: 9.851e-02, eta: 5 days, 0:29:14, time: 0.781, data_time: 0.003, memory: 5237, top1_acc: 0.1680, top5_acc: 0.3836, loss_cls: 4.0160, loss: 4.0160, grad_norm: 1.7608 2020-07-24 04:19:56,054 - mmaction - INFO - Epoch [15][3160/3757] lr: 9.851e-02, eta: 5 days, 0:29:12, time: 0.750, data_time: 0.003, memory: 5237, top1_acc: 0.1672, top5_acc: 0.3688, loss_cls: 4.0798, loss: 4.0798, grad_norm: 1.7785 2020-07-24 04:20:11,215 - mmaction - INFO - Epoch [15][3180/3757] lr: 9.851e-02, eta: 5 days, 0:29:11, time: 0.758, data_time: 0.001, memory: 5237, top1_acc: 0.1734, top5_acc: 0.3812, loss_cls: 4.0433, loss: 4.0433, grad_norm: 1.7405 2020-07-24 04:20:24,264 - mmaction - INFO - Epoch [15][3200/3757] lr: 9.851e-02, eta: 5 days, 0:28:46, time: 0.652, data_time: 0.002, memory: 5237, top1_acc: 0.1594, top5_acc: 0.3766, loss_cls: 4.0710, loss: 4.0710, grad_norm: 1.7716 2020-07-24 04:20:38,126 - mmaction - INFO - Epoch [15][3220/3757] lr: 9.851e-02, eta: 5 days, 0:28:31, time: 0.694, data_time: 0.003, memory: 5237, top1_acc: 0.1625, top5_acc: 0.3805, loss_cls: 4.0727, loss: 4.0727, grad_norm: 1.8007 2020-07-24 04:20:51,455 - mmaction - INFO - Epoch [15][3240/3757] lr: 9.851e-02, eta: 5 days, 0:28:10, time: 0.667, data_time: 0.002, memory: 5237, top1_acc: 0.1789, top5_acc: 0.3812, loss_cls: 3.9951, loss: 3.9951, grad_norm: 1.7653 2020-07-24 04:21:05,143 - mmaction - INFO - Epoch [15][3260/3757] lr: 9.851e-02, eta: 5 days, 0:27:52, time: 0.683, data_time: 0.002, memory: 5237, top1_acc: 0.1719, top5_acc: 0.3984, loss_cls: 4.0511, loss: 4.0511, grad_norm: 1.7452 2020-07-24 04:21:20,392 - mmaction - INFO - Epoch [15][3280/3757] lr: 9.851e-02, eta: 5 days, 0:27:53, time: 0.763, data_time: 0.003, memory: 5237, top1_acc: 0.1625, top5_acc: 0.3727, loss_cls: 4.0708, loss: 4.0708, grad_norm: 1.7271 2020-07-24 04:21:33,053 - mmaction - INFO - Epoch [15][3300/3757] lr: 9.851e-02, eta: 5 days, 0:27:24, time: 0.633, data_time: 0.002, memory: 5237, top1_acc: 0.1586, top5_acc: 0.3523, loss_cls: 4.1471, loss: 4.1471, grad_norm: 1.7294 2020-07-24 04:21:45,980 - mmaction - INFO - Epoch [15][3320/3757] lr: 9.851e-02, eta: 5 days, 0:26:58, time: 0.646, data_time: 0.002, memory: 5237, top1_acc: 0.1789, top5_acc: 0.3836, loss_cls: 4.0712, loss: 4.0712, grad_norm: 1.7052 2020-07-24 04:21:59,633 - mmaction - INFO - Epoch [15][3340/3757] lr: 9.851e-02, eta: 5 days, 0:26:41, time: 0.683, data_time: 0.002, memory: 5237, top1_acc: 0.1828, top5_acc: 0.4023, loss_cls: 3.9729, loss: 3.9729, grad_norm: 1.7723 2020-07-24 04:22:14,648 - mmaction - INFO - Epoch [15][3360/3757] lr: 9.851e-02, eta: 5 days, 0:26:38, time: 0.751, data_time: 0.002, memory: 5237, top1_acc: 0.1953, top5_acc: 0.3984, loss_cls: 3.9410, loss: 3.9410, grad_norm: 1.8203 2020-07-24 04:22:28,708 - mmaction - INFO - Epoch [15][3380/3757] lr: 9.851e-02, eta: 5 days, 0:26:25, time: 0.703, data_time: 0.002, memory: 5237, top1_acc: 0.1805, top5_acc: 0.3719, loss_cls: 4.0638, loss: 4.0638, grad_norm: 1.7982 2020-07-24 04:22:42,167 - mmaction - INFO - Epoch [15][3400/3757] lr: 9.851e-02, eta: 5 days, 0:26:05, time: 0.672, data_time: 0.002, memory: 5237, top1_acc: 0.1711, top5_acc: 0.3992, loss_cls: 3.9878, loss: 3.9878, grad_norm: 1.7692 2020-07-24 04:22:56,403 - mmaction - INFO - Epoch [15][3420/3757] lr: 9.851e-02, eta: 5 days, 0:25:54, time: 0.713, data_time: 0.003, memory: 5237, top1_acc: 0.1633, top5_acc: 0.3969, loss_cls: 3.9750, loss: 3.9750, grad_norm: 1.8075 2020-07-24 04:23:11,374 - mmaction - INFO - Epoch [15][3440/3757] lr: 9.851e-02, eta: 5 days, 0:25:51, time: 0.748, data_time: 0.001, memory: 5237, top1_acc: 0.1437, top5_acc: 0.3594, loss_cls: 4.1009, loss: 4.1009, grad_norm: 1.7864 2020-07-24 04:23:26,316 - mmaction - INFO - Epoch [15][3460/3757] lr: 9.851e-02, eta: 5 days, 0:25:48, time: 0.747, data_time: 0.003, memory: 5237, top1_acc: 0.1609, top5_acc: 0.3930, loss_cls: 4.0608, loss: 4.0608, grad_norm: 1.7530 2020-07-24 04:23:41,125 - mmaction - INFO - Epoch [15][3480/3757] lr: 9.851e-02, eta: 5 days, 0:25:43, time: 0.739, data_time: 0.002, memory: 5237, top1_acc: 0.1672, top5_acc: 0.3711, loss_cls: 4.0629, loss: 4.0629, grad_norm: 1.7480 2020-07-24 04:23:53,872 - mmaction - INFO - Epoch [15][3500/3757] lr: 9.851e-02, eta: 5 days, 0:25:15, time: 0.639, data_time: 0.003, memory: 5237, top1_acc: 0.1609, top5_acc: 0.3898, loss_cls: 4.0636, loss: 4.0636, grad_norm: 1.7449 2020-07-24 04:24:06,467 - mmaction - INFO - Epoch [15][3520/3757] lr: 9.851e-02, eta: 5 days, 0:24:46, time: 0.630, data_time: 0.002, memory: 5237, top1_acc: 0.1695, top5_acc: 0.3969, loss_cls: 3.9791, loss: 3.9791, grad_norm: 1.7200 2020-07-24 04:24:19,703 - mmaction - INFO - Epoch [15][3540/3757] lr: 9.851e-02, eta: 5 days, 0:24:24, time: 0.662, data_time: 0.002, memory: 5237, top1_acc: 0.1750, top5_acc: 0.3859, loss_cls: 3.9603, loss: 3.9603, grad_norm: 1.7547 2020-07-24 04:24:33,305 - mmaction - INFO - Epoch [15][3560/3757] lr: 9.851e-02, eta: 5 days, 0:24:06, time: 0.680, data_time: 0.002, memory: 5237, top1_acc: 0.1562, top5_acc: 0.3750, loss_cls: 4.1410, loss: 4.1410, grad_norm: 1.7786 2020-07-24 04:24:46,621 - mmaction - INFO - Epoch [15][3580/3757] lr: 9.851e-02, eta: 5 days, 0:23:44, time: 0.666, data_time: 0.003, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4148, loss_cls: 3.9619, loss: 3.9619, grad_norm: 1.7909 2020-07-24 04:25:00,426 - mmaction - INFO - Epoch [15][3600/3757] lr: 9.851e-02, eta: 5 days, 0:23:28, time: 0.690, data_time: 0.003, memory: 5237, top1_acc: 0.1555, top5_acc: 0.3617, loss_cls: 4.1034, loss: 4.1034, grad_norm: 1.7796 2020-07-24 04:25:16,416 - mmaction - INFO - Epoch [15][3620/3757] lr: 9.851e-02, eta: 5 days, 0:23:37, time: 0.801, data_time: 0.004, memory: 5237, top1_acc: 0.1633, top5_acc: 0.3703, loss_cls: 4.1104, loss: 4.1104, grad_norm: 1.7718 2020-07-24 04:25:31,159 - mmaction - INFO - Epoch [15][3640/3757] lr: 9.851e-02, eta: 5 days, 0:23:31, time: 0.736, data_time: 0.001, memory: 5237, top1_acc: 0.1695, top5_acc: 0.3937, loss_cls: 4.0574, loss: 4.0574, grad_norm: 1.7529 2020-07-24 04:25:44,992 - mmaction - INFO - Epoch [15][3660/3757] lr: 9.851e-02, eta: 5 days, 0:23:16, time: 0.692, data_time: 0.003, memory: 5237, top1_acc: 0.1711, top5_acc: 0.4016, loss_cls: 4.0396, loss: 4.0396, grad_norm: 1.7659 2020-07-24 04:25:59,280 - mmaction - INFO - Epoch [15][3680/3757] lr: 9.851e-02, eta: 5 days, 0:23:05, time: 0.715, data_time: 0.002, memory: 5237, top1_acc: 0.1625, top5_acc: 0.3805, loss_cls: 4.0638, loss: 4.0638, grad_norm: 1.7717 2020-07-24 04:26:11,884 - mmaction - INFO - Epoch [15][3700/3757] lr: 9.851e-02, eta: 5 days, 0:22:36, time: 0.630, data_time: 0.002, memory: 5237, top1_acc: 0.1695, top5_acc: 0.3781, loss_cls: 4.0996, loss: 4.0996, grad_norm: 1.7336 2020-07-24 04:26:25,517 - mmaction - INFO - Epoch [15][3720/3757] lr: 9.851e-02, eta: 5 days, 0:22:18, time: 0.682, data_time: 0.002, memory: 5237, top1_acc: 0.1469, top5_acc: 0.3727, loss_cls: 4.1483, loss: 4.1483, grad_norm: 1.7256 2020-07-24 04:26:39,504 - mmaction - INFO - Epoch [15][3740/3757] lr: 9.851e-02, eta: 5 days, 0:22:04, time: 0.699, data_time: 0.002, memory: 5237, top1_acc: 0.1781, top5_acc: 0.3922, loss_cls: 4.0268, loss: 4.0268, grad_norm: 1.7149 2020-07-24 04:26:57,593 - mmaction - INFO - Saving checkpoint at 15 epochs 2020-07-24 04:30:41,782 - mmaction - INFO - Epoch [16][20/3757] lr: 9.830e-02, eta: 5 days, 0:57:31, time: 11.082, data_time: 10.328, memory: 5237, top1_acc: 0.1773, top5_acc: 0.4000, loss_cls: 3.9583, loss: 3.9583, grad_norm: 1.7746 2020-07-24 04:30:54,401 - mmaction - INFO - Epoch [16][40/3757] lr: 9.830e-02, eta: 5 days, 0:57:01, time: 0.631, data_time: 0.002, memory: 5237, top1_acc: 0.1781, top5_acc: 0.3867, loss_cls: 4.0184, loss: 4.0184, grad_norm: 1.7769 2020-07-24 04:31:08,008 - mmaction - INFO - Epoch [16][60/3757] lr: 9.830e-02, eta: 5 days, 0:56:42, time: 0.680, data_time: 0.002, memory: 5237, top1_acc: 0.1820, top5_acc: 0.3945, loss_cls: 3.9500, loss: 3.9500, grad_norm: 1.7712 2020-07-24 04:31:20,828 - mmaction - INFO - Epoch [16][80/3757] lr: 9.830e-02, eta: 5 days, 0:56:14, time: 0.640, data_time: 0.001, memory: 5237, top1_acc: 0.1789, top5_acc: 0.3961, loss_cls: 4.0027, loss: 4.0027, grad_norm: 1.7658 2020-07-24 04:31:33,389 - mmaction - INFO - Epoch [16][100/3757] lr: 9.830e-02, eta: 5 days, 0:55:44, time: 0.628, data_time: 0.002, memory: 5237, top1_acc: 0.1578, top5_acc: 0.3914, loss_cls: 4.0071, loss: 4.0071, grad_norm: 1.7513 2020-07-24 04:31:46,754 - mmaction - INFO - Epoch [16][120/3757] lr: 9.830e-02, eta: 5 days, 0:55:23, time: 0.669, data_time: 0.002, memory: 5237, top1_acc: 0.1586, top5_acc: 0.3711, loss_cls: 4.0893, loss: 4.0893, grad_norm: 1.7919 2020-07-24 04:31:59,339 - mmaction - INFO - Epoch [16][140/3757] lr: 9.830e-02, eta: 5 days, 0:54:53, time: 0.629, data_time: 0.002, memory: 5237, top1_acc: 0.1867, top5_acc: 0.3945, loss_cls: 3.9315, loss: 3.9315, grad_norm: 1.7706 2020-07-24 04:32:12,325 - mmaction - INFO - Epoch [16][160/3757] lr: 9.830e-02, eta: 5 days, 0:54:27, time: 0.649, data_time: 0.002, memory: 5237, top1_acc: 0.1664, top5_acc: 0.3758, loss_cls: 4.0123, loss: 4.0123, grad_norm: 1.8514 2020-07-24 04:32:25,755 - mmaction - INFO - Epoch [16][180/3757] lr: 9.830e-02, eta: 5 days, 0:54:06, time: 0.672, data_time: 0.002, memory: 5237, top1_acc: 0.1625, top5_acc: 0.3750, loss_cls: 4.0670, loss: 4.0670, grad_norm: 1.7959 2020-07-24 04:32:40,638 - mmaction - INFO - Epoch [16][200/3757] lr: 9.830e-02, eta: 5 days, 0:54:01, time: 0.744, data_time: 0.002, memory: 5237, top1_acc: 0.1719, top5_acc: 0.3734, loss_cls: 4.1080, loss: 4.1080, grad_norm: 1.7871 2020-07-24 04:32:53,899 - mmaction - INFO - Epoch [16][220/3757] lr: 9.830e-02, eta: 5 days, 0:53:38, time: 0.663, data_time: 0.002, memory: 5237, top1_acc: 0.1469, top5_acc: 0.3703, loss_cls: 4.1230, loss: 4.1230, grad_norm: 1.7741 2020-07-24 04:33:07,596 - mmaction - INFO - Epoch [16][240/3757] lr: 9.830e-02, eta: 5 days, 0:53:21, time: 0.685, data_time: 0.003, memory: 5237, top1_acc: 0.1703, top5_acc: 0.4000, loss_cls: 4.0053, loss: 4.0053, grad_norm: 1.6854 2020-07-24 04:33:20,988 - mmaction - INFO - Epoch [16][260/3757] lr: 9.830e-02, eta: 5 days, 0:52:59, time: 0.670, data_time: 0.002, memory: 5237, top1_acc: 0.1680, top5_acc: 0.3852, loss_cls: 4.0521, loss: 4.0521, grad_norm: 1.7432 2020-07-24 04:33:35,520 - mmaction - INFO - Epoch [16][280/3757] lr: 9.830e-02, eta: 5 days, 0:52:51, time: 0.726, data_time: 0.002, memory: 5237, top1_acc: 0.1578, top5_acc: 0.3820, loss_cls: 4.0823, loss: 4.0823, grad_norm: 1.7408 2020-07-24 04:33:50,597 - mmaction - INFO - Epoch [16][300/3757] lr: 9.830e-02, eta: 5 days, 0:52:48, time: 0.755, data_time: 0.002, memory: 5237, top1_acc: 0.1664, top5_acc: 0.3906, loss_cls: 4.0195, loss: 4.0195, grad_norm: 1.7518 2020-07-24 04:34:03,315 - mmaction - INFO - Epoch [16][320/3757] lr: 9.830e-02, eta: 5 days, 0:52:19, time: 0.635, data_time: 0.001, memory: 5237, top1_acc: 0.1688, top5_acc: 0.3906, loss_cls: 3.9433, loss: 3.9433, grad_norm: 1.7997 2020-07-24 04:34:16,358 - mmaction - INFO - Epoch [16][340/3757] lr: 9.830e-02, eta: 5 days, 0:51:54, time: 0.652, data_time: 0.002, memory: 5237, top1_acc: 0.1773, top5_acc: 0.4062, loss_cls: 3.9971, loss: 3.9971, grad_norm: 1.8207 2020-07-24 04:34:30,099 - mmaction - INFO - Epoch [16][360/3757] lr: 9.830e-02, eta: 5 days, 0:51:37, time: 0.688, data_time: 0.002, memory: 5237, top1_acc: 0.1750, top5_acc: 0.4062, loss_cls: 4.0033, loss: 4.0033, grad_norm: 1.7563 2020-07-24 04:34:44,535 - mmaction - INFO - Epoch [16][380/3757] lr: 9.830e-02, eta: 5 days, 0:51:27, time: 0.722, data_time: 0.002, memory: 5237, top1_acc: 0.1555, top5_acc: 0.3859, loss_cls: 4.0330, loss: 4.0330, grad_norm: 1.8082 2020-07-24 04:34:58,277 - mmaction - INFO - Epoch [16][400/3757] lr: 9.830e-02, eta: 5 days, 0:51:10, time: 0.687, data_time: 0.002, memory: 5237, top1_acc: 0.1695, top5_acc: 0.3867, loss_cls: 4.0398, loss: 4.0398, grad_norm: 1.7233 2020-07-24 04:35:11,491 - mmaction - INFO - Epoch [16][420/3757] lr: 9.830e-02, eta: 5 days, 0:50:47, time: 0.661, data_time: 0.002, memory: 5237, top1_acc: 0.1711, top5_acc: 0.3906, loss_cls: 4.0051, loss: 4.0051, grad_norm: 1.7824 2020-07-24 04:35:25,513 - mmaction - INFO - Epoch [16][440/3757] lr: 9.830e-02, eta: 5 days, 0:50:32, time: 0.702, data_time: 0.002, memory: 5237, top1_acc: 0.1672, top5_acc: 0.3977, loss_cls: 3.9634, loss: 3.9634, grad_norm: 1.8351 2020-07-24 04:35:39,101 - mmaction - INFO - Epoch [16][460/3757] lr: 9.830e-02, eta: 5 days, 0:50:13, time: 0.679, data_time: 0.001, memory: 5237, top1_acc: 0.1695, top5_acc: 0.3977, loss_cls: 4.0333, loss: 4.0333, grad_norm: 1.8106 2020-07-24 04:35:53,859 - mmaction - INFO - Epoch [16][480/3757] lr: 9.830e-02, eta: 5 days, 0:50:07, time: 0.738, data_time: 0.002, memory: 5237, top1_acc: 0.1812, top5_acc: 0.4039, loss_cls: 3.9838, loss: 3.9838, grad_norm: 1.7446 2020-07-24 04:36:07,920 - mmaction - INFO - Epoch [16][500/3757] lr: 9.830e-02, eta: 5 days, 0:49:53, time: 0.702, data_time: 0.001, memory: 5237, top1_acc: 0.1758, top5_acc: 0.3883, loss_cls: 4.0225, loss: 4.0225, grad_norm: 1.8088 2020-07-24 04:36:21,553 - mmaction - INFO - Epoch [16][520/3757] lr: 9.830e-02, eta: 5 days, 0:49:35, time: 0.683, data_time: 0.002, memory: 5237, top1_acc: 0.1922, top5_acc: 0.4117, loss_cls: 3.9787, loss: 3.9787, grad_norm: 1.8395 2020-07-24 04:36:36,074 - mmaction - INFO - Epoch [16][540/3757] lr: 9.830e-02, eta: 5 days, 0:49:26, time: 0.725, data_time: 0.001, memory: 5237, top1_acc: 0.1680, top5_acc: 0.3672, loss_cls: 4.1184, loss: 4.1184, grad_norm: 1.7925 2020-07-24 04:36:50,237 - mmaction - INFO - Epoch [16][560/3757] lr: 9.830e-02, eta: 5 days, 0:49:13, time: 0.709, data_time: 0.002, memory: 5237, top1_acc: 0.1867, top5_acc: 0.3953, loss_cls: 3.9654, loss: 3.9654, grad_norm: 1.7213 2020-07-24 04:37:05,165 - mmaction - INFO - Epoch [16][580/3757] lr: 9.830e-02, eta: 5 days, 0:49:09, time: 0.746, data_time: 0.001, memory: 5237, top1_acc: 0.1609, top5_acc: 0.3836, loss_cls: 3.9723, loss: 3.9723, grad_norm: 1.8308 2020-07-24 04:37:19,359 - mmaction - INFO - Epoch [16][600/3757] lr: 9.830e-02, eta: 5 days, 0:48:56, time: 0.710, data_time: 0.002, memory: 5237, top1_acc: 0.1672, top5_acc: 0.3703, loss_cls: 4.0905, loss: 4.0905, grad_norm: 1.7888 2020-07-24 04:37:32,438 - mmaction - INFO - Epoch [16][620/3757] lr: 9.830e-02, eta: 5 days, 0:48:31, time: 0.653, data_time: 0.002, memory: 5237, top1_acc: 0.1672, top5_acc: 0.4000, loss_cls: 3.9903, loss: 3.9903, grad_norm: 1.7245 2020-07-24 04:37:45,989 - mmaction - INFO - Epoch [16][640/3757] lr: 9.830e-02, eta: 5 days, 0:48:12, time: 0.677, data_time: 0.002, memory: 5237, top1_acc: 0.1703, top5_acc: 0.3930, loss_cls: 4.0633, loss: 4.0633, grad_norm: 1.7509 2020-07-24 04:38:00,719 - mmaction - INFO - Epoch [16][660/3757] lr: 9.830e-02, eta: 5 days, 0:48:05, time: 0.736, data_time: 0.002, memory: 5237, top1_acc: 0.1750, top5_acc: 0.3852, loss_cls: 4.0767, loss: 4.0767, grad_norm: 1.7507 2020-07-24 04:38:13,567 - mmaction - INFO - Epoch [16][680/3757] lr: 9.830e-02, eta: 5 days, 0:47:38, time: 0.643, data_time: 0.003, memory: 5237, top1_acc: 0.1922, top5_acc: 0.3945, loss_cls: 4.0083, loss: 4.0083, grad_norm: 1.7937 2020-07-24 04:38:26,818 - mmaction - INFO - Epoch [16][700/3757] lr: 9.830e-02, eta: 5 days, 0:47:16, time: 0.662, data_time: 0.002, memory: 5237, top1_acc: 0.1602, top5_acc: 0.3867, loss_cls: 4.0876, loss: 4.0876, grad_norm: 1.7685 2020-07-24 04:38:41,011 - mmaction - INFO - Epoch [16][720/3757] lr: 9.830e-02, eta: 5 days, 0:47:03, time: 0.711, data_time: 0.003, memory: 5237, top1_acc: 0.1641, top5_acc: 0.4016, loss_cls: 4.0327, loss: 4.0327, grad_norm: 1.7376 2020-07-24 04:38:55,162 - mmaction - INFO - Epoch [16][740/3757] lr: 9.830e-02, eta: 5 days, 0:46:51, time: 0.708, data_time: 0.001, memory: 5237, top1_acc: 0.1797, top5_acc: 0.3945, loss_cls: 4.0550, loss: 4.0550, grad_norm: 1.8257 2020-07-24 04:39:09,116 - mmaction - INFO - Epoch [16][760/3757] lr: 9.830e-02, eta: 5 days, 0:46:35, time: 0.697, data_time: 0.001, memory: 5237, top1_acc: 0.1578, top5_acc: 0.3672, loss_cls: 4.0949, loss: 4.0949, grad_norm: 1.7564 2020-07-24 04:39:21,902 - mmaction - INFO - Epoch [16][780/3757] lr: 9.830e-02, eta: 5 days, 0:46:08, time: 0.640, data_time: 0.003, memory: 5237, top1_acc: 0.1672, top5_acc: 0.3773, loss_cls: 4.0418, loss: 4.0418, grad_norm: 1.7850 2020-07-24 04:39:35,026 - mmaction - INFO - Epoch [16][800/3757] lr: 9.830e-02, eta: 5 days, 0:45:44, time: 0.655, data_time: 0.001, memory: 5237, top1_acc: 0.1719, top5_acc: 0.3719, loss_cls: 4.1089, loss: 4.1089, grad_norm: 1.8009 2020-07-24 04:39:48,235 - mmaction - INFO - Epoch [16][820/3757] lr: 9.830e-02, eta: 5 days, 0:45:21, time: 0.661, data_time: 0.002, memory: 5237, top1_acc: 0.1578, top5_acc: 0.3586, loss_cls: 4.1359, loss: 4.1359, grad_norm: 1.7300 2020-07-24 04:40:02,322 - mmaction - INFO - Epoch [16][840/3757] lr: 9.830e-02, eta: 5 days, 0:45:07, time: 0.705, data_time: 0.002, memory: 5237, top1_acc: 0.1719, top5_acc: 0.3766, loss_cls: 4.0160, loss: 4.0160, grad_norm: 1.7046 2020-07-24 04:40:16,673 - mmaction - INFO - Epoch [16][860/3757] lr: 9.830e-02, eta: 5 days, 0:44:56, time: 0.717, data_time: 0.001, memory: 5237, top1_acc: 0.1727, top5_acc: 0.3891, loss_cls: 4.0399, loss: 4.0399, grad_norm: 1.7705 2020-07-24 04:40:29,236 - mmaction - INFO - Epoch [16][880/3757] lr: 9.830e-02, eta: 5 days, 0:44:26, time: 0.628, data_time: 0.001, memory: 5237, top1_acc: 0.1625, top5_acc: 0.3945, loss_cls: 4.0034, loss: 4.0034, grad_norm: 1.7289 2020-07-24 04:40:43,100 - mmaction - INFO - Epoch [16][900/3757] lr: 9.830e-02, eta: 5 days, 0:44:10, time: 0.694, data_time: 0.003, memory: 5237, top1_acc: 0.1742, top5_acc: 0.3711, loss_cls: 4.0481, loss: 4.0481, grad_norm: 1.7999 2020-07-24 04:40:59,027 - mmaction - INFO - Epoch [16][920/3757] lr: 9.830e-02, eta: 5 days, 0:44:17, time: 0.796, data_time: 0.001, memory: 5237, top1_acc: 0.1820, top5_acc: 0.3930, loss_cls: 3.9825, loss: 3.9825, grad_norm: 1.7640 2020-07-24 04:41:12,225 - mmaction - INFO - Epoch [16][940/3757] lr: 9.830e-02, eta: 5 days, 0:43:53, time: 0.661, data_time: 0.002, memory: 5237, top1_acc: 0.1828, top5_acc: 0.3820, loss_cls: 4.0348, loss: 4.0348, grad_norm: 1.7891 2020-07-24 04:41:26,996 - mmaction - INFO - Epoch [16][960/3757] lr: 9.830e-02, eta: 5 days, 0:43:47, time: 0.739, data_time: 0.002, memory: 5237, top1_acc: 0.1570, top5_acc: 0.3922, loss_cls: 4.0240, loss: 4.0240, grad_norm: 1.7630 2020-07-24 04:41:39,652 - mmaction - INFO - Epoch [16][980/3757] lr: 9.830e-02, eta: 5 days, 0:43:18, time: 0.631, data_time: 0.001, memory: 5237, top1_acc: 0.1633, top5_acc: 0.3930, loss_cls: 4.0445, loss: 4.0445, grad_norm: 1.7532 2020-07-24 04:41:53,837 - mmaction - INFO - Epoch [16][1000/3757] lr: 9.830e-02, eta: 5 days, 0:43:06, time: 0.711, data_time: 0.003, memory: 5237, top1_acc: 0.1828, top5_acc: 0.3977, loss_cls: 3.9318, loss: 3.9318, grad_norm: 1.7605 2020-07-24 04:42:07,632 - mmaction - INFO - Epoch [16][1020/3757] lr: 9.830e-02, eta: 5 days, 0:42:49, time: 0.689, data_time: 0.001, memory: 5237, top1_acc: 0.1523, top5_acc: 0.3656, loss_cls: 4.1217, loss: 4.1217, grad_norm: 1.8121 2020-07-24 04:42:20,059 - mmaction - INFO - Epoch [16][1040/3757] lr: 9.830e-02, eta: 5 days, 0:42:17, time: 0.621, data_time: 0.001, memory: 5237, top1_acc: 0.1922, top5_acc: 0.4242, loss_cls: 3.9577, loss: 3.9577, grad_norm: 1.7610 2020-07-24 04:42:32,464 - mmaction - INFO - Epoch [16][1060/3757] lr: 9.830e-02, eta: 5 days, 0:41:46, time: 0.620, data_time: 0.002, memory: 5237, top1_acc: 0.1766, top5_acc: 0.3805, loss_cls: 4.0012, loss: 4.0012, grad_norm: 1.7887 2020-07-24 04:42:45,588 - mmaction - INFO - Epoch [16][1080/3757] lr: 9.830e-02, eta: 5 days, 0:41:22, time: 0.656, data_time: 0.002, memory: 5237, top1_acc: 0.1891, top5_acc: 0.3859, loss_cls: 3.9737, loss: 3.9737, grad_norm: 1.7640 2020-07-24 04:42:58,952 - mmaction - INFO - Epoch [16][1100/3757] lr: 9.830e-02, eta: 5 days, 0:41:00, time: 0.668, data_time: 0.002, memory: 5237, top1_acc: 0.1547, top5_acc: 0.3773, loss_cls: 4.0130, loss: 4.0130, grad_norm: 1.7871 2020-07-24 04:43:12,468 - mmaction - INFO - Epoch [16][1120/3757] lr: 9.830e-02, eta: 5 days, 0:40:41, time: 0.676, data_time: 0.002, memory: 5237, top1_acc: 0.1758, top5_acc: 0.3992, loss_cls: 3.9627, loss: 3.9627, grad_norm: 1.7816 2020-07-24 04:43:25,734 - mmaction - INFO - Epoch [16][1140/3757] lr: 9.830e-02, eta: 5 days, 0:40:18, time: 0.663, data_time: 0.002, memory: 5237, top1_acc: 0.1570, top5_acc: 0.4023, loss_cls: 4.0260, loss: 4.0260, grad_norm: 1.7918 2020-07-24 04:43:39,021 - mmaction - INFO - Epoch [16][1160/3757] lr: 9.830e-02, eta: 5 days, 0:39:56, time: 0.665, data_time: 0.002, memory: 5237, top1_acc: 0.1555, top5_acc: 0.3773, loss_cls: 4.0806, loss: 4.0806, grad_norm: 1.7695 2020-07-24 04:43:52,534 - mmaction - INFO - Epoch [16][1180/3757] lr: 9.830e-02, eta: 5 days, 0:39:36, time: 0.676, data_time: 0.002, memory: 5237, top1_acc: 0.1641, top5_acc: 0.3969, loss_cls: 4.0020, loss: 4.0020, grad_norm: 1.8005 2020-07-24 04:44:05,935 - mmaction - INFO - Epoch [16][1200/3757] lr: 9.830e-02, eta: 5 days, 0:39:16, time: 0.670, data_time: 0.001, memory: 5237, top1_acc: 0.1602, top5_acc: 0.3922, loss_cls: 4.0465, loss: 4.0465, grad_norm: 1.8007 2020-07-24 04:44:22,319 - mmaction - INFO - Epoch [16][1220/3757] lr: 9.830e-02, eta: 5 days, 0:39:27, time: 0.819, data_time: 0.002, memory: 5237, top1_acc: 0.1633, top5_acc: 0.3586, loss_cls: 4.1469, loss: 4.1469, grad_norm: 1.8031 2020-07-24 04:44:36,597 - mmaction - INFO - Epoch [16][1240/3757] lr: 9.830e-02, eta: 5 days, 0:39:15, time: 0.713, data_time: 0.002, memory: 5237, top1_acc: 0.1680, top5_acc: 0.3859, loss_cls: 4.0120, loss: 4.0120, grad_norm: 1.7640 2020-07-24 04:44:49,452 - mmaction - INFO - Epoch [16][1260/3757] lr: 9.830e-02, eta: 5 days, 0:38:48, time: 0.643, data_time: 0.002, memory: 5237, top1_acc: 0.1719, top5_acc: 0.3828, loss_cls: 4.0468, loss: 4.0468, grad_norm: 1.7678 2020-07-24 04:45:03,436 - mmaction - INFO - Epoch [16][1280/3757] lr: 9.830e-02, eta: 5 days, 0:38:34, time: 0.699, data_time: 0.003, memory: 5237, top1_acc: 0.1562, top5_acc: 0.3711, loss_cls: 4.1147, loss: 4.1147, grad_norm: 1.7766 2020-07-24 04:45:19,855 - mmaction - INFO - Epoch [16][1300/3757] lr: 9.830e-02, eta: 5 days, 0:38:45, time: 0.822, data_time: 0.003, memory: 5237, top1_acc: 0.1750, top5_acc: 0.3930, loss_cls: 4.0314, loss: 4.0314, grad_norm: 1.7780 2020-07-24 04:45:38,671 - mmaction - INFO - Epoch [16][1320/3757] lr: 9.830e-02, eta: 5 days, 0:39:22, time: 0.940, data_time: 0.002, memory: 5237, top1_acc: 0.1641, top5_acc: 0.3977, loss_cls: 4.0002, loss: 4.0002, grad_norm: 1.8084 2020-07-24 04:45:54,649 - mmaction - INFO - Epoch [16][1340/3757] lr: 9.830e-02, eta: 5 days, 0:39:29, time: 0.799, data_time: 0.012, memory: 5237, top1_acc: 0.1852, top5_acc: 0.4086, loss_cls: 3.9968, loss: 3.9968, grad_norm: 1.8229 2020-07-24 04:46:08,113 - mmaction - INFO - Epoch [16][1360/3757] lr: 9.830e-02, eta: 5 days, 0:39:09, time: 0.673, data_time: 0.001, memory: 5237, top1_acc: 0.1523, top5_acc: 0.3586, loss_cls: 4.0552, loss: 4.0552, grad_norm: 1.7871 2020-07-24 04:46:21,718 - mmaction - INFO - Epoch [16][1380/3757] lr: 9.830e-02, eta: 5 days, 0:38:50, time: 0.681, data_time: 0.003, memory: 5237, top1_acc: 0.1719, top5_acc: 0.4000, loss_cls: 4.0129, loss: 4.0129, grad_norm: 1.7888 2020-07-24 04:46:36,208 - mmaction - INFO - Epoch [16][1400/3757] lr: 9.830e-02, eta: 5 days, 0:38:41, time: 0.723, data_time: 0.001, memory: 5237, top1_acc: 0.1641, top5_acc: 0.4094, loss_cls: 4.0248, loss: 4.0248, grad_norm: 1.7431 2020-07-24 04:46:49,310 - mmaction - INFO - Epoch [16][1420/3757] lr: 9.830e-02, eta: 5 days, 0:38:17, time: 0.656, data_time: 0.003, memory: 5237, top1_acc: 0.1797, top5_acc: 0.4133, loss_cls: 3.9344, loss: 3.9344, grad_norm: 1.8097 2020-07-24 04:47:02,058 - mmaction - INFO - Epoch [16][1440/3757] lr: 9.830e-02, eta: 5 days, 0:37:48, time: 0.636, data_time: 0.001, memory: 5237, top1_acc: 0.1578, top5_acc: 0.3688, loss_cls: 4.0892, loss: 4.0892, grad_norm: 1.8078 2020-07-24 04:47:15,040 - mmaction - INFO - Epoch [16][1460/3757] lr: 9.830e-02, eta: 5 days, 0:37:23, time: 0.650, data_time: 0.003, memory: 5237, top1_acc: 0.1625, top5_acc: 0.3625, loss_cls: 4.0904, loss: 4.0904, grad_norm: 1.7503 2020-07-24 04:47:30,036 - mmaction - INFO - Epoch [16][1480/3757] lr: 9.830e-02, eta: 5 days, 0:37:19, time: 0.749, data_time: 0.001, memory: 5237, top1_acc: 0.1734, top5_acc: 0.4203, loss_cls: 3.9306, loss: 3.9306, grad_norm: 1.8055 2020-07-24 04:47:45,024 - mmaction - INFO - Epoch [16][1500/3757] lr: 9.830e-02, eta: 5 days, 0:37:16, time: 0.750, data_time: 0.002, memory: 5237, top1_acc: 0.1742, top5_acc: 0.3953, loss_cls: 4.0020, loss: 4.0020, grad_norm: 1.7988 2020-07-24 04:47:58,118 - mmaction - INFO - Epoch [16][1520/3757] lr: 9.830e-02, eta: 5 days, 0:36:51, time: 0.655, data_time: 0.001, memory: 5237, top1_acc: 0.1812, top5_acc: 0.4031, loss_cls: 3.9982, loss: 3.9982, grad_norm: 1.8150 2020-07-24 04:48:12,036 - mmaction - INFO - Epoch [16][1540/3757] lr: 9.830e-02, eta: 5 days, 0:36:36, time: 0.696, data_time: 0.001, memory: 5237, top1_acc: 0.1875, top5_acc: 0.4133, loss_cls: 3.9311, loss: 3.9311, grad_norm: 1.7784 2020-07-24 04:48:25,346 - mmaction - INFO - Epoch [16][1560/3757] lr: 9.830e-02, eta: 5 days, 0:36:14, time: 0.665, data_time: 0.001, memory: 5237, top1_acc: 0.1539, top5_acc: 0.3797, loss_cls: 4.0334, loss: 4.0334, grad_norm: 1.8542 2020-07-24 04:48:38,112 - mmaction - INFO - Epoch [16][1580/3757] lr: 9.830e-02, eta: 5 days, 0:35:46, time: 0.637, data_time: 0.001, memory: 5237, top1_acc: 0.1570, top5_acc: 0.3703, loss_cls: 4.0360, loss: 4.0360, grad_norm: 1.7985 2020-07-24 04:48:51,176 - mmaction - INFO - Epoch [16][1600/3757] lr: 9.830e-02, eta: 5 days, 0:35:22, time: 0.654, data_time: 0.003, memory: 5237, top1_acc: 0.1742, top5_acc: 0.3703, loss_cls: 4.1207, loss: 4.1207, grad_norm: 1.7465 2020-07-24 04:49:04,259 - mmaction - INFO - Epoch [16][1620/3757] lr: 9.830e-02, eta: 5 days, 0:34:58, time: 0.655, data_time: 0.002, memory: 5237, top1_acc: 0.1844, top5_acc: 0.3945, loss_cls: 3.9887, loss: 3.9887, grad_norm: 1.7469 2020-07-24 04:49:17,765 - mmaction - INFO - Epoch [16][1640/3757] lr: 9.830e-02, eta: 5 days, 0:34:38, time: 0.675, data_time: 0.001, memory: 5237, top1_acc: 0.1602, top5_acc: 0.3977, loss_cls: 4.0058, loss: 4.0058, grad_norm: 1.7663 2020-07-24 04:49:31,545 - mmaction - INFO - Epoch [16][1660/3757] lr: 9.830e-02, eta: 5 days, 0:34:21, time: 0.689, data_time: 0.002, memory: 5237, top1_acc: 0.1695, top5_acc: 0.3945, loss_cls: 4.0101, loss: 4.0101, grad_norm: 1.7931 2020-07-24 04:49:44,089 - mmaction - INFO - Epoch [16][1680/3757] lr: 9.830e-02, eta: 5 days, 0:33:51, time: 0.627, data_time: 0.002, memory: 5237, top1_acc: 0.1711, top5_acc: 0.3875, loss_cls: 4.0417, loss: 4.0417, grad_norm: 1.7688 2020-07-24 04:49:57,121 - mmaction - INFO - Epoch [16][1700/3757] lr: 9.830e-02, eta: 5 days, 0:33:26, time: 0.651, data_time: 0.002, memory: 5237, top1_acc: 0.1883, top5_acc: 0.4242, loss_cls: 3.8881, loss: 3.8881, grad_norm: 1.7672 2020-07-24 04:50:09,719 - mmaction - INFO - Epoch [16][1720/3757] lr: 9.830e-02, eta: 5 days, 0:32:57, time: 0.630, data_time: 0.003, memory: 5237, top1_acc: 0.1773, top5_acc: 0.4000, loss_cls: 3.9911, loss: 3.9911, grad_norm: 1.8127 2020-07-24 04:50:22,907 - mmaction - INFO - Epoch [16][1740/3757] lr: 9.830e-02, eta: 5 days, 0:32:34, time: 0.660, data_time: 0.002, memory: 5237, top1_acc: 0.1562, top5_acc: 0.3633, loss_cls: 4.1006, loss: 4.1006, grad_norm: 1.7877 2020-07-24 04:50:36,196 - mmaction - INFO - Epoch [16][1760/3757] lr: 9.830e-02, eta: 5 days, 0:32:12, time: 0.664, data_time: 0.001, memory: 5237, top1_acc: 0.1828, top5_acc: 0.4062, loss_cls: 4.0089, loss: 4.0089, grad_norm: 1.8089 2020-07-24 04:50:49,390 - mmaction - INFO - Epoch [16][1780/3757] lr: 9.830e-02, eta: 5 days, 0:31:49, time: 0.660, data_time: 0.002, memory: 5237, top1_acc: 0.1828, top5_acc: 0.4109, loss_cls: 3.9249, loss: 3.9249, grad_norm: 1.8017 2020-07-24 04:51:03,402 - mmaction - INFO - Epoch [16][1800/3757] lr: 9.830e-02, eta: 5 days, 0:31:34, time: 0.700, data_time: 0.001, memory: 5237, top1_acc: 0.1688, top5_acc: 0.3906, loss_cls: 4.0553, loss: 4.0553, grad_norm: 1.7904 2020-07-24 04:51:17,215 - mmaction - INFO - Epoch [16][1820/3757] lr: 9.830e-02, eta: 5 days, 0:31:18, time: 0.691, data_time: 0.002, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4008, loss_cls: 3.9808, loss: 3.9808, grad_norm: 1.7411 2020-07-24 04:51:30,971 - mmaction - INFO - Epoch [16][1840/3757] lr: 9.830e-02, eta: 5 days, 0:31:01, time: 0.688, data_time: 0.002, memory: 5237, top1_acc: 0.1688, top5_acc: 0.3891, loss_cls: 4.0110, loss: 4.0110, grad_norm: 1.7860 2020-07-24 04:51:46,536 - mmaction - INFO - Epoch [16][1860/3757] lr: 9.830e-02, eta: 5 days, 0:31:03, time: 0.778, data_time: 0.002, memory: 5237, top1_acc: 0.1734, top5_acc: 0.4062, loss_cls: 4.0074, loss: 4.0074, grad_norm: 1.8104 2020-07-24 04:51:59,933 - mmaction - INFO - Epoch [16][1880/3757] lr: 9.830e-02, eta: 5 days, 0:30:42, time: 0.669, data_time: 0.002, memory: 5237, top1_acc: 0.1797, top5_acc: 0.4047, loss_cls: 4.0276, loss: 4.0276, grad_norm: 1.7947 2020-07-24 04:52:14,222 - mmaction - INFO - Epoch [16][1900/3757] lr: 9.830e-02, eta: 5 days, 0:30:31, time: 0.715, data_time: 0.002, memory: 5237, top1_acc: 0.1539, top5_acc: 0.3609, loss_cls: 4.0843, loss: 4.0843, grad_norm: 1.7475 2020-07-24 04:52:27,687 - mmaction - INFO - Epoch [16][1920/3757] lr: 9.830e-02, eta: 5 days, 0:30:10, time: 0.673, data_time: 0.002, memory: 5237, top1_acc: 0.1906, top5_acc: 0.4188, loss_cls: 3.9499, loss: 3.9499, grad_norm: 1.7698 2020-07-24 04:52:41,641 - mmaction - INFO - Epoch [16][1940/3757] lr: 9.830e-02, eta: 5 days, 0:29:56, time: 0.699, data_time: 0.002, memory: 5237, top1_acc: 0.1688, top5_acc: 0.3906, loss_cls: 4.0195, loss: 4.0195, grad_norm: 1.7896 2020-07-24 04:52:55,661 - mmaction - INFO - Epoch [16][1960/3757] lr: 9.830e-02, eta: 5 days, 0:29:41, time: 0.700, data_time: 0.002, memory: 5237, top1_acc: 0.1711, top5_acc: 0.3820, loss_cls: 4.0620, loss: 4.0620, grad_norm: 1.7256 2020-07-24 04:53:10,490 - mmaction - INFO - Epoch [16][1980/3757] lr: 9.830e-02, eta: 5 days, 0:29:35, time: 0.740, data_time: 0.003, memory: 5237, top1_acc: 0.1812, top5_acc: 0.3820, loss_cls: 4.0680, loss: 4.0680, grad_norm: 1.7490 2020-07-24 04:53:26,033 - mmaction - INFO - Epoch [16][2000/3757] lr: 9.830e-02, eta: 5 days, 0:29:38, time: 0.780, data_time: 0.005, memory: 5237, top1_acc: 0.1602, top5_acc: 0.3594, loss_cls: 4.1061, loss: 4.1061, grad_norm: 1.8016 2020-07-24 04:53:38,838 - mmaction - INFO - Epoch [16][2020/3757] lr: 9.830e-02, eta: 5 days, 0:29:10, time: 0.639, data_time: 0.001, memory: 5237, top1_acc: 0.1547, top5_acc: 0.3703, loss_cls: 4.1584, loss: 4.1584, grad_norm: 1.7458 2020-07-24 04:53:51,628 - mmaction - INFO - Epoch [16][2040/3757] lr: 9.830e-02, eta: 5 days, 0:28:43, time: 0.640, data_time: 0.003, memory: 5237, top1_acc: 0.1703, top5_acc: 0.3859, loss_cls: 4.0938, loss: 4.0938, grad_norm: 1.7604 2020-07-24 04:54:05,613 - mmaction - INFO - Epoch [16][2060/3757] lr: 9.830e-02, eta: 5 days, 0:28:28, time: 0.699, data_time: 0.002, memory: 5237, top1_acc: 0.1828, top5_acc: 0.3742, loss_cls: 4.0194, loss: 4.0194, grad_norm: 1.7642 2020-07-24 04:54:18,525 - mmaction - INFO - Epoch [16][2080/3757] lr: 9.830e-02, eta: 5 days, 0:28:03, time: 0.646, data_time: 0.002, memory: 5237, top1_acc: 0.1844, top5_acc: 0.4102, loss_cls: 3.9199, loss: 3.9199, grad_norm: 1.7350 2020-07-24 04:54:32,223 - mmaction - INFO - Epoch [16][2100/3757] lr: 9.830e-02, eta: 5 days, 0:27:45, time: 0.685, data_time: 0.002, memory: 5237, top1_acc: 0.1633, top5_acc: 0.3875, loss_cls: 4.0067, loss: 4.0067, grad_norm: 1.7850 2020-07-24 04:54:46,346 - mmaction - INFO - Epoch [16][2120/3757] lr: 9.830e-02, eta: 5 days, 0:27:32, time: 0.706, data_time: 0.001, memory: 5237, top1_acc: 0.1602, top5_acc: 0.3789, loss_cls: 4.0542, loss: 4.0542, grad_norm: 1.8324 2020-07-24 04:54:58,755 - mmaction - INFO - Epoch [16][2140/3757] lr: 9.830e-02, eta: 5 days, 0:27:00, time: 0.619, data_time: 0.001, memory: 5237, top1_acc: 0.1711, top5_acc: 0.3758, loss_cls: 4.0621, loss: 4.0621, grad_norm: 1.7778 2020-07-24 04:55:12,693 - mmaction - INFO - Epoch [16][2160/3757] lr: 9.830e-02, eta: 5 days, 0:26:45, time: 0.698, data_time: 0.002, memory: 5237, top1_acc: 0.1781, top5_acc: 0.3898, loss_cls: 4.0362, loss: 4.0362, grad_norm: 1.7967 2020-07-24 04:55:25,109 - mmaction - INFO - Epoch [16][2180/3757] lr: 9.830e-02, eta: 5 days, 0:26:14, time: 0.620, data_time: 0.001, memory: 5237, top1_acc: 0.1766, top5_acc: 0.3797, loss_cls: 4.0166, loss: 4.0166, grad_norm: 1.7823 2020-07-24 04:55:37,820 - mmaction - INFO - Epoch [16][2200/3757] lr: 9.830e-02, eta: 5 days, 0:25:46, time: 0.636, data_time: 0.002, memory: 5237, top1_acc: 0.1766, top5_acc: 0.3648, loss_cls: 4.0781, loss: 4.0781, grad_norm: 1.7785 2020-07-24 04:55:51,386 - mmaction - INFO - Epoch [16][2220/3757] lr: 9.830e-02, eta: 5 days, 0:25:27, time: 0.678, data_time: 0.002, memory: 5237, top1_acc: 0.1703, top5_acc: 0.3930, loss_cls: 3.9971, loss: 3.9971, grad_norm: 1.7969 2020-07-24 04:56:05,630 - mmaction - INFO - Epoch [16][2240/3757] lr: 9.830e-02, eta: 5 days, 0:25:15, time: 0.713, data_time: 0.001, memory: 5237, top1_acc: 0.1758, top5_acc: 0.3906, loss_cls: 4.0170, loss: 4.0170, grad_norm: 1.7743 2020-07-24 04:56:19,557 - mmaction - INFO - Epoch [16][2260/3757] lr: 9.830e-02, eta: 5 days, 0:25:00, time: 0.696, data_time: 0.002, memory: 5237, top1_acc: 0.1523, top5_acc: 0.3539, loss_cls: 4.1618, loss: 4.1618, grad_norm: 1.7966 2020-07-24 04:56:32,114 - mmaction - INFO - Epoch [16][2280/3757] lr: 9.830e-02, eta: 5 days, 0:24:30, time: 0.627, data_time: 0.001, memory: 5237, top1_acc: 0.1758, top5_acc: 0.3898, loss_cls: 4.0066, loss: 4.0066, grad_norm: 1.7154 2020-07-24 04:56:45,402 - mmaction - INFO - Epoch [16][2300/3757] lr: 9.830e-02, eta: 5 days, 0:24:09, time: 0.665, data_time: 0.002, memory: 5237, top1_acc: 0.1727, top5_acc: 0.3906, loss_cls: 4.0426, loss: 4.0426, grad_norm: 1.7760 2020-07-24 04:56:58,534 - mmaction - INFO - Epoch [16][2320/3757] lr: 9.830e-02, eta: 5 days, 0:23:45, time: 0.656, data_time: 0.001, memory: 5237, top1_acc: 0.1812, top5_acc: 0.3812, loss_cls: 4.0638, loss: 4.0638, grad_norm: 1.7774 2020-07-24 04:57:11,386 - mmaction - INFO - Epoch [16][2340/3757] lr: 9.830e-02, eta: 5 days, 0:23:18, time: 0.642, data_time: 0.003, memory: 5237, top1_acc: 0.1742, top5_acc: 0.3734, loss_cls: 4.1066, loss: 4.1066, grad_norm: 1.7685 2020-07-24 04:57:24,133 - mmaction - INFO - Epoch [16][2360/3757] lr: 9.830e-02, eta: 5 days, 0:22:51, time: 0.637, data_time: 0.002, memory: 5237, top1_acc: 0.1648, top5_acc: 0.4000, loss_cls: 3.9674, loss: 3.9674, grad_norm: 1.7669 2020-07-24 04:57:37,689 - mmaction - INFO - Epoch [16][2380/3757] lr: 9.830e-02, eta: 5 days, 0:22:32, time: 0.679, data_time: 0.003, memory: 5237, top1_acc: 0.1734, top5_acc: 0.3930, loss_cls: 4.0132, loss: 4.0132, grad_norm: 1.8076 2020-07-24 04:57:50,831 - mmaction - INFO - Epoch [16][2400/3757] lr: 9.830e-02, eta: 5 days, 0:22:08, time: 0.657, data_time: 0.002, memory: 5237, top1_acc: 0.1766, top5_acc: 0.4000, loss_cls: 3.9646, loss: 3.9646, grad_norm: 1.7705 2020-07-24 04:58:04,096 - mmaction - INFO - Epoch [16][2420/3757] lr: 9.830e-02, eta: 5 days, 0:21:46, time: 0.663, data_time: 0.002, memory: 5237, top1_acc: 0.1570, top5_acc: 0.3594, loss_cls: 4.1217, loss: 4.1217, grad_norm: 1.7564 2020-07-24 04:58:16,466 - mmaction - INFO - Epoch [16][2440/3757] lr: 9.830e-02, eta: 5 days, 0:21:15, time: 0.619, data_time: 0.002, memory: 5237, top1_acc: 0.1523, top5_acc: 0.3914, loss_cls: 4.0543, loss: 4.0543, grad_norm: 1.7599 2020-07-24 04:58:29,034 - mmaction - INFO - Epoch [16][2460/3757] lr: 9.830e-02, eta: 5 days, 0:20:45, time: 0.628, data_time: 0.002, memory: 5237, top1_acc: 0.1859, top5_acc: 0.4031, loss_cls: 3.9249, loss: 3.9249, grad_norm: 1.7681 2020-07-24 04:58:42,631 - mmaction - INFO - Epoch [16][2480/3757] lr: 9.830e-02, eta: 5 days, 0:20:27, time: 0.680, data_time: 0.002, memory: 5237, top1_acc: 0.1656, top5_acc: 0.3914, loss_cls: 3.9841, loss: 3.9841, grad_norm: 1.8013 2020-07-24 04:58:56,387 - mmaction - INFO - Epoch [16][2500/3757] lr: 9.830e-02, eta: 5 days, 0:20:10, time: 0.688, data_time: 0.002, memory: 5237, top1_acc: 0.1766, top5_acc: 0.3922, loss_cls: 3.9867, loss: 3.9867, grad_norm: 1.8449 2020-07-24 04:59:09,005 - mmaction - INFO - Epoch [16][2520/3757] lr: 9.830e-02, eta: 5 days, 0:19:41, time: 0.630, data_time: 0.002, memory: 5237, top1_acc: 0.1797, top5_acc: 0.3898, loss_cls: 4.0306, loss: 4.0306, grad_norm: 1.8034 2020-07-24 04:59:24,001 - mmaction - INFO - Epoch [16][2540/3757] lr: 9.830e-02, eta: 5 days, 0:19:37, time: 0.751, data_time: 0.002, memory: 5237, top1_acc: 0.1688, top5_acc: 0.3836, loss_cls: 4.0462, loss: 4.0462, grad_norm: 1.7843 2020-07-24 04:59:37,423 - mmaction - INFO - Epoch [16][2560/3757] lr: 9.830e-02, eta: 5 days, 0:19:17, time: 0.671, data_time: 0.001, memory: 5237, top1_acc: 0.1719, top5_acc: 0.3812, loss_cls: 4.0542, loss: 4.0542, grad_norm: 1.7322 2020-07-24 04:59:50,871 - mmaction - INFO - Epoch [16][2580/3757] lr: 9.830e-02, eta: 5 days, 0:18:56, time: 0.672, data_time: 0.001, memory: 5237, top1_acc: 0.1734, top5_acc: 0.3875, loss_cls: 3.9924, loss: 3.9924, grad_norm: 1.8013 2020-07-24 05:00:07,926 - mmaction - INFO - Epoch [16][2600/3757] lr: 9.830e-02, eta: 5 days, 0:18:57, time: 0.774, data_time: 0.002, memory: 5237, top1_acc: 0.1859, top5_acc: 0.4031, loss_cls: 3.9459, loss: 3.9459, grad_norm: 1.7666 2020-07-24 05:00:23,809 - mmaction - INFO - Epoch [16][2620/3757] lr: 9.830e-02, eta: 5 days, 0:19:19, time: 0.873, data_time: 0.085, memory: 5237, top1_acc: 0.1703, top5_acc: 0.3883, loss_cls: 3.9998, loss: 3.9998, grad_norm: 1.8459 2020-07-24 05:00:37,615 - mmaction - INFO - Epoch [16][2640/3757] lr: 9.830e-02, eta: 5 days, 0:19:03, time: 0.691, data_time: 0.002, memory: 5237, top1_acc: 0.1750, top5_acc: 0.4070, loss_cls: 3.9715, loss: 3.9715, grad_norm: 1.7969 2020-07-24 05:00:51,353 - mmaction - INFO - Epoch [16][2660/3757] lr: 9.830e-02, eta: 5 days, 0:18:46, time: 0.687, data_time: 0.001, memory: 5237, top1_acc: 0.1844, top5_acc: 0.3883, loss_cls: 3.9785, loss: 3.9785, grad_norm: 1.8220 2020-07-24 05:01:04,289 - mmaction - INFO - Epoch [16][2680/3757] lr: 9.830e-02, eta: 5 days, 0:18:20, time: 0.647, data_time: 0.002, memory: 5237, top1_acc: 0.1695, top5_acc: 0.3891, loss_cls: 4.0200, loss: 4.0200, grad_norm: 1.8502 2020-07-24 05:01:16,829 - mmaction - INFO - Epoch [16][2700/3757] lr: 9.830e-02, eta: 5 days, 0:17:50, time: 0.626, data_time: 0.002, memory: 5237, top1_acc: 0.1906, top5_acc: 0.4000, loss_cls: 3.9675, loss: 3.9675, grad_norm: 1.7737 2020-07-24 05:01:30,246 - mmaction - INFO - Epoch [16][2720/3757] lr: 9.830e-02, eta: 5 days, 0:17:30, time: 0.671, data_time: 0.003, memory: 5237, top1_acc: 0.1578, top5_acc: 0.3711, loss_cls: 4.0864, loss: 4.0864, grad_norm: 1.7750 2020-07-24 05:01:43,754 - mmaction - INFO - Epoch [16][2740/3757] lr: 9.830e-02, eta: 5 days, 0:17:10, time: 0.675, data_time: 0.002, memory: 5237, top1_acc: 0.1688, top5_acc: 0.3859, loss_cls: 4.0650, loss: 4.0650, grad_norm: 1.7715 2020-07-24 05:01:56,228 - mmaction - INFO - Epoch [16][2760/3757] lr: 9.830e-02, eta: 5 days, 0:16:40, time: 0.624, data_time: 0.002, memory: 5237, top1_acc: 0.1609, top5_acc: 0.3805, loss_cls: 4.0222, loss: 4.0222, grad_norm: 1.8315 2020-07-24 05:02:08,864 - mmaction - INFO - Epoch [16][2780/3757] lr: 9.830e-02, eta: 5 days, 0:16:12, time: 0.632, data_time: 0.001, memory: 5237, top1_acc: 0.1539, top5_acc: 0.3883, loss_cls: 3.9986, loss: 3.9986, grad_norm: 1.7940 2020-07-24 05:02:22,897 - mmaction - INFO - Epoch [16][2800/3757] lr: 9.830e-02, eta: 5 days, 0:15:58, time: 0.701, data_time: 0.002, memory: 5237, top1_acc: 0.1562, top5_acc: 0.3844, loss_cls: 4.0641, loss: 4.0641, grad_norm: 1.7940 2020-07-24 05:02:36,082 - mmaction - INFO - Epoch [16][2820/3757] lr: 9.830e-02, eta: 5 days, 0:15:35, time: 0.659, data_time: 0.002, memory: 5237, top1_acc: 0.1805, top5_acc: 0.4047, loss_cls: 3.9880, loss: 3.9880, grad_norm: 1.7712 2020-07-24 05:02:49,118 - mmaction - INFO - Epoch [16][2840/3757] lr: 9.830e-02, eta: 5 days, 0:15:10, time: 0.653, data_time: 0.002, memory: 5237, top1_acc: 0.1570, top5_acc: 0.3844, loss_cls: 4.0620, loss: 4.0620, grad_norm: 1.7861 2020-07-24 05:03:02,314 - mmaction - INFO - Epoch [16][2860/3757] lr: 9.830e-02, eta: 5 days, 0:14:47, time: 0.659, data_time: 0.002, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4289, loss_cls: 3.9337, loss: 3.9337, grad_norm: 1.7593 2020-07-24 05:03:15,145 - mmaction - INFO - Epoch [16][2880/3757] lr: 9.830e-02, eta: 5 days, 0:14:21, time: 0.641, data_time: 0.002, memory: 5237, top1_acc: 0.1922, top5_acc: 0.4141, loss_cls: 3.9209, loss: 3.9209, grad_norm: 1.7899 2020-07-24 05:03:28,566 - mmaction - INFO - Epoch [16][2900/3757] lr: 9.830e-02, eta: 5 days, 0:14:01, time: 0.672, data_time: 0.002, memory: 5237, top1_acc: 0.1680, top5_acc: 0.3805, loss_cls: 4.0621, loss: 4.0621, grad_norm: 1.8561 2020-07-24 05:03:41,987 - mmaction - INFO - Epoch [16][2920/3757] lr: 9.830e-02, eta: 5 days, 0:13:40, time: 0.670, data_time: 0.002, memory: 5237, top1_acc: 0.1867, top5_acc: 0.3875, loss_cls: 4.0388, loss: 4.0388, grad_norm: 1.7939 2020-07-24 05:03:55,100 - mmaction - INFO - Epoch [16][2940/3757] lr: 9.830e-02, eta: 5 days, 0:13:16, time: 0.655, data_time: 0.002, memory: 5237, top1_acc: 0.1836, top5_acc: 0.4109, loss_cls: 3.9545, loss: 3.9545, grad_norm: 1.7787 2020-07-24 05:04:08,178 - mmaction - INFO - Epoch [16][2960/3757] lr: 9.830e-02, eta: 5 days, 0:12:53, time: 0.655, data_time: 0.003, memory: 5237, top1_acc: 0.1672, top5_acc: 0.3969, loss_cls: 4.0170, loss: 4.0170, grad_norm: 1.8178 2020-07-24 05:04:21,993 - mmaction - INFO - Epoch [16][2980/3757] lr: 9.830e-02, eta: 5 days, 0:12:36, time: 0.691, data_time: 0.002, memory: 5237, top1_acc: 0.1492, top5_acc: 0.3805, loss_cls: 4.0640, loss: 4.0640, grad_norm: 1.7636 2020-07-24 05:04:34,767 - mmaction - INFO - Epoch [16][3000/3757] lr: 9.830e-02, eta: 5 days, 0:12:10, time: 0.640, data_time: 0.002, memory: 5237, top1_acc: 0.1742, top5_acc: 0.4117, loss_cls: 3.9679, loss: 3.9679, grad_norm: 1.7699 2020-07-24 05:04:48,134 - mmaction - INFO - Epoch [16][3020/3757] lr: 9.830e-02, eta: 5 days, 0:11:49, time: 0.668, data_time: 0.001, memory: 5237, top1_acc: 0.1703, top5_acc: 0.3937, loss_cls: 3.9885, loss: 3.9885, grad_norm: 1.8207 2020-07-24 05:05:01,356 - mmaction - INFO - Epoch [16][3040/3757] lr: 9.830e-02, eta: 5 days, 0:11:26, time: 0.661, data_time: 0.001, memory: 5237, top1_acc: 0.1797, top5_acc: 0.3805, loss_cls: 4.0531, loss: 4.0531, grad_norm: 1.7973 2020-07-24 05:05:14,312 - mmaction - INFO - Epoch [16][3060/3757] lr: 9.830e-02, eta: 5 days, 0:11:01, time: 0.648, data_time: 0.001, memory: 5237, top1_acc: 0.1766, top5_acc: 0.4047, loss_cls: 3.9784, loss: 3.9784, grad_norm: 1.7813 2020-07-24 05:05:27,387 - mmaction - INFO - Epoch [16][3080/3757] lr: 9.830e-02, eta: 5 days, 0:10:37, time: 0.653, data_time: 0.002, memory: 5237, top1_acc: 0.1812, top5_acc: 0.3852, loss_cls: 4.0352, loss: 4.0352, grad_norm: 1.8145 2020-07-24 05:05:40,946 - mmaction - INFO - Epoch [16][3100/3757] lr: 9.830e-02, eta: 5 days, 0:10:18, time: 0.678, data_time: 0.002, memory: 5237, top1_acc: 0.1812, top5_acc: 0.4023, loss_cls: 3.9860, loss: 3.9860, grad_norm: 1.8036 2020-07-24 05:05:54,706 - mmaction - INFO - Epoch [16][3120/3757] lr: 9.830e-02, eta: 5 days, 0:10:01, time: 0.688, data_time: 0.002, memory: 5237, top1_acc: 0.1750, top5_acc: 0.3828, loss_cls: 4.0368, loss: 4.0368, grad_norm: 1.7955 2020-07-24 05:06:08,156 - mmaction - INFO - Epoch [16][3140/3757] lr: 9.830e-02, eta: 5 days, 0:09:41, time: 0.673, data_time: 0.002, memory: 5237, top1_acc: 0.1539, top5_acc: 0.3820, loss_cls: 4.0932, loss: 4.0932, grad_norm: 1.7315 2020-07-24 05:06:21,235 - mmaction - INFO - Epoch [16][3160/3757] lr: 9.830e-02, eta: 5 days, 0:09:17, time: 0.654, data_time: 0.001, memory: 5237, top1_acc: 0.1766, top5_acc: 0.4070, loss_cls: 3.9615, loss: 3.9615, grad_norm: 1.7811 2020-07-24 05:06:34,620 - mmaction - INFO - Epoch [16][3180/3757] lr: 9.830e-02, eta: 5 days, 0:08:57, time: 0.669, data_time: 0.002, memory: 5237, top1_acc: 0.1758, top5_acc: 0.3977, loss_cls: 3.9412, loss: 3.9412, grad_norm: 1.8076 2020-07-24 05:06:47,852 - mmaction - INFO - Epoch [16][3200/3757] lr: 9.830e-02, eta: 5 days, 0:08:34, time: 0.661, data_time: 0.002, memory: 5237, top1_acc: 0.1797, top5_acc: 0.3945, loss_cls: 4.0486, loss: 4.0486, grad_norm: 1.8502 2020-07-24 05:07:01,169 - mmaction - INFO - Epoch [16][3220/3757] lr: 9.830e-02, eta: 5 days, 0:08:13, time: 0.667, data_time: 0.003, memory: 5237, top1_acc: 0.1828, top5_acc: 0.4141, loss_cls: 3.9396, loss: 3.9396, grad_norm: 1.7274 2020-07-24 05:07:15,200 - mmaction - INFO - Epoch [16][3240/3757] lr: 9.830e-02, eta: 5 days, 0:07:59, time: 0.701, data_time: 0.001, memory: 5237, top1_acc: 0.1617, top5_acc: 0.3898, loss_cls: 4.0682, loss: 4.0682, grad_norm: 1.7574 2020-07-24 05:07:28,838 - mmaction - INFO - Epoch [16][3260/3757] lr: 9.830e-02, eta: 5 days, 0:07:41, time: 0.681, data_time: 0.003, memory: 5237, top1_acc: 0.1672, top5_acc: 0.3969, loss_cls: 4.0161, loss: 4.0161, grad_norm: 1.7629 2020-07-24 05:07:43,542 - mmaction - INFO - Epoch [16][3280/3757] lr: 9.830e-02, eta: 5 days, 0:07:34, time: 0.737, data_time: 0.002, memory: 5237, top1_acc: 0.1898, top5_acc: 0.3727, loss_cls: 4.0243, loss: 4.0243, grad_norm: 1.7822 2020-07-24 05:07:56,241 - mmaction - INFO - Epoch [16][3300/3757] lr: 9.830e-02, eta: 5 days, 0:07:06, time: 0.634, data_time: 0.001, memory: 5237, top1_acc: 0.1656, top5_acc: 0.3984, loss_cls: 3.9561, loss: 3.9561, grad_norm: 1.7404 2020-07-24 05:08:11,128 - mmaction - INFO - Epoch [16][3320/3757] lr: 9.830e-02, eta: 5 days, 0:07:01, time: 0.745, data_time: 0.003, memory: 5237, top1_acc: 0.1766, top5_acc: 0.3937, loss_cls: 3.9852, loss: 3.9852, grad_norm: 1.7768 2020-07-24 05:08:24,074 - mmaction - INFO - Epoch [16][3340/3757] lr: 9.830e-02, eta: 5 days, 0:06:36, time: 0.647, data_time: 0.002, memory: 5237, top1_acc: 0.1633, top5_acc: 0.3930, loss_cls: 4.0455, loss: 4.0455, grad_norm: 1.7410 2020-07-24 05:08:37,268 - mmaction - INFO - Epoch [16][3360/3757] lr: 9.830e-02, eta: 5 days, 0:06:13, time: 0.660, data_time: 0.002, memory: 5237, top1_acc: 0.1602, top5_acc: 0.3930, loss_cls: 4.0467, loss: 4.0467, grad_norm: 1.7666 2020-07-24 05:08:50,501 - mmaction - INFO - Epoch [16][3380/3757] lr: 9.830e-02, eta: 5 days, 0:05:51, time: 0.662, data_time: 0.002, memory: 5237, top1_acc: 0.1531, top5_acc: 0.3969, loss_cls: 4.0796, loss: 4.0796, grad_norm: 1.8072 2020-07-24 05:09:04,113 - mmaction - INFO - Epoch [16][3400/3757] lr: 9.830e-02, eta: 5 days, 0:05:33, time: 0.681, data_time: 0.001, memory: 5237, top1_acc: 0.1703, top5_acc: 0.3789, loss_cls: 4.0218, loss: 4.0218, grad_norm: 1.7170 2020-07-24 05:09:17,679 - mmaction - INFO - Epoch [16][3420/3757] lr: 9.830e-02, eta: 5 days, 0:05:14, time: 0.678, data_time: 0.001, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4313, loss_cls: 3.8690, loss: 3.8690, grad_norm: 1.7573 2020-07-24 05:09:30,303 - mmaction - INFO - Epoch [16][3440/3757] lr: 9.830e-02, eta: 5 days, 0:04:46, time: 0.631, data_time: 0.002, memory: 5237, top1_acc: 0.1680, top5_acc: 0.3891, loss_cls: 4.0557, loss: 4.0557, grad_norm: 1.7872 2020-07-24 05:09:44,280 - mmaction - INFO - Epoch [16][3460/3757] lr: 9.830e-02, eta: 5 days, 0:04:31, time: 0.699, data_time: 0.002, memory: 5237, top1_acc: 0.1727, top5_acc: 0.3922, loss_cls: 3.9502, loss: 3.9502, grad_norm: 1.8079 2020-07-24 05:09:58,182 - mmaction - INFO - Epoch [16][3480/3757] lr: 9.830e-02, eta: 5 days, 0:04:16, time: 0.694, data_time: 0.002, memory: 5237, top1_acc: 0.1609, top5_acc: 0.4125, loss_cls: 4.0224, loss: 4.0224, grad_norm: 1.7961 2020-07-24 05:10:11,754 - mmaction - INFO - Epoch [16][3500/3757] lr: 9.830e-02, eta: 5 days, 0:03:57, time: 0.679, data_time: 0.003, memory: 5237, top1_acc: 0.1648, top5_acc: 0.3922, loss_cls: 4.0120, loss: 4.0120, grad_norm: 1.8156 2020-07-24 05:10:26,266 - mmaction - INFO - Epoch [16][3520/3757] lr: 9.830e-02, eta: 5 days, 0:03:48, time: 0.726, data_time: 0.002, memory: 5237, top1_acc: 0.1773, top5_acc: 0.3898, loss_cls: 3.9849, loss: 3.9849, grad_norm: 1.8192 2020-07-24 05:10:40,761 - mmaction - INFO - Epoch [16][3540/3757] lr: 9.830e-02, eta: 5 days, 0:03:39, time: 0.726, data_time: 0.002, memory: 5237, top1_acc: 0.1898, top5_acc: 0.3922, loss_cls: 4.0122, loss: 4.0122, grad_norm: 1.7755 2020-07-24 05:10:53,791 - mmaction - INFO - Epoch [16][3560/3757] lr: 9.830e-02, eta: 5 days, 0:03:15, time: 0.651, data_time: 0.001, memory: 5237, top1_acc: 0.1875, top5_acc: 0.3867, loss_cls: 4.0048, loss: 4.0048, grad_norm: 1.7571 2020-07-24 05:11:07,667 - mmaction - INFO - Epoch [16][3580/3757] lr: 9.830e-02, eta: 5 days, 0:02:59, time: 0.693, data_time: 0.002, memory: 5237, top1_acc: 0.1805, top5_acc: 0.3875, loss_cls: 4.0081, loss: 4.0081, grad_norm: 1.7904 2020-07-24 05:11:20,044 - mmaction - INFO - Epoch [16][3600/3757] lr: 9.830e-02, eta: 5 days, 0:02:28, time: 0.619, data_time: 0.002, memory: 5237, top1_acc: 0.2016, top5_acc: 0.4195, loss_cls: 3.9166, loss: 3.9166, grad_norm: 1.7851 2020-07-24 05:11:33,240 - mmaction - INFO - Epoch [16][3620/3757] lr: 9.830e-02, eta: 5 days, 0:02:05, time: 0.660, data_time: 0.002, memory: 5237, top1_acc: 0.1719, top5_acc: 0.4125, loss_cls: 3.9566, loss: 3.9566, grad_norm: 1.7825 2020-07-24 05:11:46,099 - mmaction - INFO - Epoch [16][3640/3757] lr: 9.830e-02, eta: 5 days, 0:01:40, time: 0.644, data_time: 0.002, memory: 5237, top1_acc: 0.1727, top5_acc: 0.3711, loss_cls: 4.0946, loss: 4.0946, grad_norm: 1.7592 2020-07-24 05:12:00,528 - mmaction - INFO - Epoch [16][3660/3757] lr: 9.830e-02, eta: 5 days, 0:01:30, time: 0.721, data_time: 0.002, memory: 5237, top1_acc: 0.1711, top5_acc: 0.3961, loss_cls: 3.9781, loss: 3.9781, grad_norm: 1.7689 2020-07-24 05:12:15,515 - mmaction - INFO - Epoch [16][3680/3757] lr: 9.830e-02, eta: 5 days, 0:01:26, time: 0.749, data_time: 0.001, memory: 5237, top1_acc: 0.1695, top5_acc: 0.4047, loss_cls: 3.9501, loss: 3.9501, grad_norm: 1.7398 2020-07-24 05:12:28,899 - mmaction - INFO - Epoch [16][3700/3757] lr: 9.830e-02, eta: 5 days, 0:01:05, time: 0.669, data_time: 0.002, memory: 5237, top1_acc: 0.1633, top5_acc: 0.3789, loss_cls: 4.0360, loss: 4.0360, grad_norm: 1.8009 2020-07-24 05:12:42,283 - mmaction - INFO - Epoch [16][3720/3757] lr: 9.830e-02, eta: 5 days, 0:00:44, time: 0.669, data_time: 0.002, memory: 5237, top1_acc: 0.1664, top5_acc: 0.3656, loss_cls: 4.0838, loss: 4.0838, grad_norm: 1.7840 2020-07-24 05:12:54,932 - mmaction - INFO - Epoch [16][3740/3757] lr: 9.830e-02, eta: 5 days, 0:00:16, time: 0.632, data_time: 0.002, memory: 5237, top1_acc: 0.2039, top5_acc: 0.4234, loss_cls: 3.9113, loss: 3.9113, grad_norm: 1.7370 2020-07-24 05:17:13,792 - mmaction - INFO - Epoch [17][20/3757] lr: 9.806e-02, eta: 5 days, 0:36:20, time: 11.985, data_time: 11.207, memory: 5237, top1_acc: 0.1750, top5_acc: 0.3914, loss_cls: 3.9589, loss: 3.9589, grad_norm: 1.8419 2020-07-24 05:17:27,406 - mmaction - INFO - Epoch [17][40/3757] lr: 9.806e-02, eta: 5 days, 0:36:01, time: 0.681, data_time: 0.002, memory: 5237, top1_acc: 0.1875, top5_acc: 0.4008, loss_cls: 4.0110, loss: 4.0110, grad_norm: 1.8056 2020-07-24 05:17:40,401 - mmaction - INFO - Epoch [17][60/3757] lr: 9.806e-02, eta: 5 days, 0:35:36, time: 0.650, data_time: 0.001, memory: 5237, top1_acc: 0.1891, top5_acc: 0.3875, loss_cls: 4.0328, loss: 4.0328, grad_norm: 1.7676 2020-07-24 05:17:54,469 - mmaction - INFO - Epoch [17][80/3757] lr: 9.806e-02, eta: 5 days, 0:35:22, time: 0.704, data_time: 0.002, memory: 5237, top1_acc: 0.1883, top5_acc: 0.4086, loss_cls: 3.9798, loss: 3.9798, grad_norm: 1.8546 2020-07-24 05:18:07,894 - mmaction - INFO - Epoch [17][100/3757] lr: 9.806e-02, eta: 5 days, 0:35:01, time: 0.671, data_time: 0.001, memory: 5237, top1_acc: 0.1812, top5_acc: 0.4086, loss_cls: 3.9358, loss: 3.9358, grad_norm: 1.7663 2020-07-24 05:18:21,053 - mmaction - INFO - Epoch [17][120/3757] lr: 9.806e-02, eta: 5 days, 0:34:37, time: 0.658, data_time: 0.001, memory: 5237, top1_acc: 0.1766, top5_acc: 0.4164, loss_cls: 3.9844, loss: 3.9844, grad_norm: 1.7536 2020-07-24 05:18:34,601 - mmaction - INFO - Epoch [17][140/3757] lr: 9.806e-02, eta: 5 days, 0:34:17, time: 0.677, data_time: 0.002, memory: 5237, top1_acc: 0.1828, top5_acc: 0.3867, loss_cls: 3.9883, loss: 3.9883, grad_norm: 1.7645 2020-07-24 05:18:47,644 - mmaction - INFO - Epoch [17][160/3757] lr: 9.806e-02, eta: 5 days, 0:33:52, time: 0.651, data_time: 0.002, memory: 5237, top1_acc: 0.1789, top5_acc: 0.4023, loss_cls: 3.9713, loss: 3.9713, grad_norm: 1.8309 2020-07-24 05:19:01,561 - mmaction - INFO - Epoch [17][180/3757] lr: 9.806e-02, eta: 5 days, 0:33:37, time: 0.697, data_time: 0.002, memory: 5237, top1_acc: 0.1680, top5_acc: 0.3891, loss_cls: 3.9750, loss: 3.9750, grad_norm: 1.7836 2020-07-24 05:19:14,913 - mmaction - INFO - Epoch [17][200/3757] lr: 9.806e-02, eta: 5 days, 0:33:15, time: 0.666, data_time: 0.001, memory: 5237, top1_acc: 0.1711, top5_acc: 0.4008, loss_cls: 4.0002, loss: 4.0002, grad_norm: 1.7910 2020-07-24 05:19:28,585 - mmaction - INFO - Epoch [17][220/3757] lr: 9.806e-02, eta: 5 days, 0:32:57, time: 0.684, data_time: 0.003, memory: 5237, top1_acc: 0.1922, top5_acc: 0.4039, loss_cls: 3.9400, loss: 3.9400, grad_norm: 1.8165 2020-07-24 05:19:42,486 - mmaction - INFO - Epoch [17][240/3757] lr: 9.806e-02, eta: 5 days, 0:32:41, time: 0.695, data_time: 0.002, memory: 5237, top1_acc: 0.1758, top5_acc: 0.3937, loss_cls: 4.0173, loss: 4.0173, grad_norm: 1.8105 2020-07-24 05:19:55,776 - mmaction - INFO - Epoch [17][260/3757] lr: 9.806e-02, eta: 5 days, 0:32:18, time: 0.665, data_time: 0.002, memory: 5237, top1_acc: 0.1633, top5_acc: 0.3914, loss_cls: 4.0301, loss: 4.0301, grad_norm: 1.8018 2020-07-24 05:20:09,287 - mmaction - INFO - Epoch [17][280/3757] lr: 9.806e-02, eta: 5 days, 0:31:58, time: 0.675, data_time: 0.002, memory: 5237, top1_acc: 0.1805, top5_acc: 0.3875, loss_cls: 4.0305, loss: 4.0305, grad_norm: 1.7876 2020-07-24 05:20:22,255 - mmaction - INFO - Epoch [17][300/3757] lr: 9.806e-02, eta: 5 days, 0:31:33, time: 0.650, data_time: 0.003, memory: 5237, top1_acc: 0.1797, top5_acc: 0.3977, loss_cls: 4.0110, loss: 4.0110, grad_norm: 1.7835 2020-07-24 05:20:35,283 - mmaction - INFO - Epoch [17][320/3757] lr: 9.806e-02, eta: 5 days, 0:31:08, time: 0.651, data_time: 0.001, memory: 5237, top1_acc: 0.1633, top5_acc: 0.3961, loss_cls: 4.0374, loss: 4.0374, grad_norm: 1.8070 2020-07-24 05:20:47,980 - mmaction - INFO - Epoch [17][340/3757] lr: 9.806e-02, eta: 5 days, 0:30:40, time: 0.634, data_time: 0.001, memory: 5237, top1_acc: 0.1688, top5_acc: 0.3883, loss_cls: 4.0225, loss: 4.0225, grad_norm: 1.7385 2020-07-24 05:21:00,183 - mmaction - INFO - Epoch [17][360/3757] lr: 9.806e-02, eta: 5 days, 0:30:06, time: 0.610, data_time: 0.002, memory: 5237, top1_acc: 0.1797, top5_acc: 0.3937, loss_cls: 4.0209, loss: 4.0209, grad_norm: 1.7734 2020-07-24 05:21:12,457 - mmaction - INFO - Epoch [17][380/3757] lr: 9.806e-02, eta: 5 days, 0:29:34, time: 0.614, data_time: 0.002, memory: 5237, top1_acc: 0.1625, top5_acc: 0.3891, loss_cls: 4.0461, loss: 4.0461, grad_norm: 1.7526 2020-07-24 05:21:24,789 - mmaction - INFO - Epoch [17][400/3757] lr: 9.806e-02, eta: 5 days, 0:29:02, time: 0.617, data_time: 0.002, memory: 5237, top1_acc: 0.1594, top5_acc: 0.3773, loss_cls: 4.0240, loss: 4.0240, grad_norm: 1.7560 2020-07-24 05:21:38,384 - mmaction - INFO - Epoch [17][420/3757] lr: 9.806e-02, eta: 5 days, 0:28:43, time: 0.680, data_time: 0.001, memory: 5237, top1_acc: 0.1758, top5_acc: 0.4023, loss_cls: 3.9358, loss: 3.9358, grad_norm: 1.8438 2020-07-24 05:21:52,144 - mmaction - INFO - Epoch [17][440/3757] lr: 9.806e-02, eta: 5 days, 0:28:25, time: 0.688, data_time: 0.002, memory: 5237, top1_acc: 0.1719, top5_acc: 0.3891, loss_cls: 3.9630, loss: 3.9630, grad_norm: 1.7801 2020-07-24 05:22:05,130 - mmaction - INFO - Epoch [17][460/3757] lr: 9.806e-02, eta: 5 days, 0:28:00, time: 0.648, data_time: 0.001, memory: 5237, top1_acc: 0.1719, top5_acc: 0.4016, loss_cls: 3.9415, loss: 3.9415, grad_norm: 1.7886 2020-07-24 05:22:17,835 - mmaction - INFO - Epoch [17][480/3757] lr: 9.806e-02, eta: 5 days, 0:27:32, time: 0.636, data_time: 0.002, memory: 5237, top1_acc: 0.1648, top5_acc: 0.3734, loss_cls: 4.0740, loss: 4.0740, grad_norm: 1.8004 2020-07-24 05:22:31,555 - mmaction - INFO - Epoch [17][500/3757] lr: 9.806e-02, eta: 5 days, 0:27:14, time: 0.686, data_time: 0.002, memory: 5237, top1_acc: 0.1750, top5_acc: 0.3648, loss_cls: 4.0427, loss: 4.0427, grad_norm: 1.8185 2020-07-24 05:22:45,379 - mmaction - INFO - Epoch [17][520/3757] lr: 9.806e-02, eta: 5 days, 0:26:57, time: 0.691, data_time: 0.002, memory: 5237, top1_acc: 0.1797, top5_acc: 0.4078, loss_cls: 3.8765, loss: 3.8765, grad_norm: 1.8234 2020-07-24 05:22:59,409 - mmaction - INFO - Epoch [17][540/3757] lr: 9.806e-02, eta: 5 days, 0:26:42, time: 0.700, data_time: 0.002, memory: 5237, top1_acc: 0.1602, top5_acc: 0.3898, loss_cls: 3.9617, loss: 3.9617, grad_norm: 1.8752 2020-07-24 05:23:14,483 - mmaction - INFO - Epoch [17][560/3757] lr: 9.806e-02, eta: 5 days, 0:26:38, time: 0.756, data_time: 0.005, memory: 5237, top1_acc: 0.1703, top5_acc: 0.4125, loss_cls: 3.9616, loss: 3.9616, grad_norm: 1.8227 2020-07-24 05:23:27,518 - mmaction - INFO - Epoch [17][580/3757] lr: 9.806e-02, eta: 5 days, 0:26:14, time: 0.651, data_time: 0.002, memory: 5237, top1_acc: 0.1695, top5_acc: 0.3984, loss_cls: 4.0191, loss: 4.0191, grad_norm: 1.8154 2020-07-24 05:23:39,845 - mmaction - INFO - Epoch [17][600/3757] lr: 9.806e-02, eta: 5 days, 0:25:42, time: 0.616, data_time: 0.003, memory: 5237, top1_acc: 0.1672, top5_acc: 0.4078, loss_cls: 4.0103, loss: 4.0103, grad_norm: 1.8257 2020-07-24 05:23:53,295 - mmaction - INFO - Epoch [17][620/3757] lr: 9.806e-02, eta: 5 days, 0:25:21, time: 0.673, data_time: 0.002, memory: 5237, top1_acc: 0.1695, top5_acc: 0.3930, loss_cls: 4.0209, loss: 4.0209, grad_norm: 1.7936 2020-07-24 05:24:07,308 - mmaction - INFO - Epoch [17][640/3757] lr: 9.806e-02, eta: 5 days, 0:25:06, time: 0.701, data_time: 0.002, memory: 5237, top1_acc: 0.1789, top5_acc: 0.3781, loss_cls: 4.0997, loss: 4.0997, grad_norm: 1.8074 2020-07-24 05:24:20,083 - mmaction - INFO - Epoch [17][660/3757] lr: 9.806e-02, eta: 5 days, 0:24:39, time: 0.637, data_time: 0.002, memory: 5237, top1_acc: 0.1688, top5_acc: 0.4039, loss_cls: 3.9605, loss: 3.9605, grad_norm: 1.8407 2020-07-24 05:24:34,645 - mmaction - INFO - Epoch [17][680/3757] lr: 9.806e-02, eta: 5 days, 0:24:30, time: 0.729, data_time: 0.003, memory: 5237, top1_acc: 0.1727, top5_acc: 0.3844, loss_cls: 4.0390, loss: 4.0390, grad_norm: 1.8072 2020-07-24 05:24:47,899 - mmaction - INFO - Epoch [17][700/3757] lr: 9.806e-02, eta: 5 days, 0:24:07, time: 0.664, data_time: 0.002, memory: 5237, top1_acc: 0.1664, top5_acc: 0.3867, loss_cls: 4.0166, loss: 4.0166, grad_norm: 1.7821 2020-07-24 05:25:01,885 - mmaction - INFO - Epoch [17][720/3757] lr: 9.806e-02, eta: 5 days, 0:23:52, time: 0.698, data_time: 0.001, memory: 5237, top1_acc: 0.1812, top5_acc: 0.3937, loss_cls: 3.9440, loss: 3.9440, grad_norm: 1.8037 2020-07-24 05:25:14,794 - mmaction - INFO - Epoch [17][740/3757] lr: 9.806e-02, eta: 5 days, 0:23:26, time: 0.646, data_time: 0.002, memory: 5237, top1_acc: 0.1711, top5_acc: 0.4070, loss_cls: 4.0117, loss: 4.0117, grad_norm: 1.8112 2020-07-24 05:25:27,107 - mmaction - INFO - Epoch [17][760/3757] lr: 9.806e-02, eta: 5 days, 0:22:54, time: 0.615, data_time: 0.001, memory: 5237, top1_acc: 0.1656, top5_acc: 0.3688, loss_cls: 4.0954, loss: 4.0954, grad_norm: 1.7659 2020-07-24 05:25:39,631 - mmaction - INFO - Epoch [17][780/3757] lr: 9.806e-02, eta: 5 days, 0:22:24, time: 0.626, data_time: 0.003, memory: 5237, top1_acc: 0.1680, top5_acc: 0.3852, loss_cls: 4.0328, loss: 4.0328, grad_norm: 1.7840 2020-07-24 05:25:52,146 - mmaction - INFO - Epoch [17][800/3757] lr: 9.806e-02, eta: 5 days, 0:21:54, time: 0.626, data_time: 0.002, memory: 5237, top1_acc: 0.1641, top5_acc: 0.4016, loss_cls: 4.0272, loss: 4.0272, grad_norm: 1.7709 2020-07-24 05:26:06,341 - mmaction - INFO - Epoch [17][820/3757] lr: 9.806e-02, eta: 5 days, 0:21:41, time: 0.709, data_time: 0.001, memory: 5237, top1_acc: 0.1695, top5_acc: 0.3734, loss_cls: 4.0910, loss: 4.0910, grad_norm: 1.7609 2020-07-24 05:26:19,598 - mmaction - INFO - Epoch [17][840/3757] lr: 9.806e-02, eta: 5 days, 0:21:19, time: 0.663, data_time: 0.003, memory: 5237, top1_acc: 0.1789, top5_acc: 0.3937, loss_cls: 3.9787, loss: 3.9787, grad_norm: 1.7659 2020-07-24 05:26:33,220 - mmaction - INFO - Epoch [17][860/3757] lr: 9.806e-02, eta: 5 days, 0:21:00, time: 0.681, data_time: 0.002, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4313, loss_cls: 3.9068, loss: 3.9068, grad_norm: 1.8577 2020-07-24 05:26:46,532 - mmaction - INFO - Epoch [17][880/3757] lr: 9.806e-02, eta: 5 days, 0:20:38, time: 0.666, data_time: 0.002, memory: 5237, top1_acc: 0.1594, top5_acc: 0.3711, loss_cls: 4.1131, loss: 4.1131, grad_norm: 1.8419 2020-07-24 05:26:59,682 - mmaction - INFO - Epoch [17][900/3757] lr: 9.806e-02, eta: 5 days, 0:20:15, time: 0.658, data_time: 0.002, memory: 5237, top1_acc: 0.1805, top5_acc: 0.4102, loss_cls: 3.9255, loss: 3.9255, grad_norm: 1.8033 2020-07-24 05:27:12,519 - mmaction - INFO - Epoch [17][920/3757] lr: 9.806e-02, eta: 5 days, 0:19:48, time: 0.642, data_time: 0.002, memory: 5237, top1_acc: 0.1672, top5_acc: 0.3766, loss_cls: 4.0559, loss: 4.0559, grad_norm: 1.8261 2020-07-24 05:27:26,472 - mmaction - INFO - Epoch [17][940/3757] lr: 9.806e-02, eta: 5 days, 0:19:33, time: 0.698, data_time: 0.002, memory: 5237, top1_acc: 0.1672, top5_acc: 0.3953, loss_cls: 3.9975, loss: 3.9975, grad_norm: 1.8372 2020-07-24 05:27:39,797 - mmaction - INFO - Epoch [17][960/3757] lr: 9.806e-02, eta: 5 days, 0:19:11, time: 0.665, data_time: 0.002, memory: 5237, top1_acc: 0.1977, top5_acc: 0.4047, loss_cls: 3.9898, loss: 3.9898, grad_norm: 1.7519 2020-07-24 05:27:53,150 - mmaction - INFO - Epoch [17][980/3757] lr: 9.806e-02, eta: 5 days, 0:18:50, time: 0.669, data_time: 0.003, memory: 5237, top1_acc: 0.1695, top5_acc: 0.3875, loss_cls: 4.0331, loss: 4.0331, grad_norm: 1.8080 2020-07-24 05:28:05,744 - mmaction - INFO - Epoch [17][1000/3757] lr: 9.806e-02, eta: 5 days, 0:18:21, time: 0.629, data_time: 0.002, memory: 5237, top1_acc: 0.1758, top5_acc: 0.3867, loss_cls: 4.0580, loss: 4.0580, grad_norm: 1.8019 2020-07-24 05:28:20,047 - mmaction - INFO - Epoch [17][1020/3757] lr: 9.806e-02, eta: 5 days, 0:18:09, time: 0.716, data_time: 0.003, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4078, loss_cls: 3.9649, loss: 3.9649, grad_norm: 1.8284 2020-07-24 05:28:34,169 - mmaction - INFO - Epoch [17][1040/3757] lr: 9.806e-02, eta: 5 days, 0:17:55, time: 0.705, data_time: 0.001, memory: 5237, top1_acc: 0.1750, top5_acc: 0.3945, loss_cls: 3.9733, loss: 3.9733, grad_norm: 1.8096 2020-07-24 05:28:46,789 - mmaction - INFO - Epoch [17][1060/3757] lr: 9.806e-02, eta: 5 days, 0:17:26, time: 0.632, data_time: 0.002, memory: 5237, top1_acc: 0.1680, top5_acc: 0.3648, loss_cls: 4.0980, loss: 4.0980, grad_norm: 1.7969 2020-07-24 05:29:00,416 - mmaction - INFO - Epoch [17][1080/3757] lr: 9.806e-02, eta: 5 days, 0:17:08, time: 0.681, data_time: 0.002, memory: 5237, top1_acc: 0.1719, top5_acc: 0.3898, loss_cls: 4.0326, loss: 4.0326, grad_norm: 1.7566 2020-07-24 05:29:13,230 - mmaction - INFO - Epoch [17][1100/3757] lr: 9.806e-02, eta: 5 days, 0:16:41, time: 0.641, data_time: 0.002, memory: 5237, top1_acc: 0.1766, top5_acc: 0.4125, loss_cls: 3.8791, loss: 3.8791, grad_norm: 1.8191 2020-07-24 05:29:27,413 - mmaction - INFO - Epoch [17][1120/3757] lr: 9.806e-02, eta: 5 days, 0:16:28, time: 0.709, data_time: 0.002, memory: 5237, top1_acc: 0.1742, top5_acc: 0.3844, loss_cls: 3.9952, loss: 3.9952, grad_norm: 1.8264 2020-07-24 05:29:41,667 - mmaction - INFO - Epoch [17][1140/3757] lr: 9.806e-02, eta: 5 days, 0:16:15, time: 0.712, data_time: 0.002, memory: 5237, top1_acc: 0.1594, top5_acc: 0.3898, loss_cls: 3.9960, loss: 3.9960, grad_norm: 1.7792 2020-07-24 05:29:54,446 - mmaction - INFO - Epoch [17][1160/3757] lr: 9.806e-02, eta: 5 days, 0:15:48, time: 0.640, data_time: 0.003, memory: 5237, top1_acc: 0.1812, top5_acc: 0.4156, loss_cls: 3.9268, loss: 3.9268, grad_norm: 1.7342 2020-07-24 05:30:09,282 - mmaction - INFO - Epoch [17][1180/3757] lr: 9.806e-02, eta: 5 days, 0:15:42, time: 0.741, data_time: 0.001, memory: 5237, top1_acc: 0.1922, top5_acc: 0.4125, loss_cls: 3.8680, loss: 3.8680, grad_norm: 1.7843 2020-07-24 05:30:22,330 - mmaction - INFO - Epoch [17][1200/3757] lr: 9.806e-02, eta: 5 days, 0:15:17, time: 0.653, data_time: 0.003, memory: 5237, top1_acc: 0.1703, top5_acc: 0.3969, loss_cls: 4.0229, loss: 4.0229, grad_norm: 1.8298 2020-07-24 05:30:35,057 - mmaction - INFO - Epoch [17][1220/3757] lr: 9.806e-02, eta: 5 days, 0:14:50, time: 0.636, data_time: 0.002, memory: 5237, top1_acc: 0.1891, top5_acc: 0.4070, loss_cls: 3.9778, loss: 3.9778, grad_norm: 1.8299 2020-07-24 05:30:48,073 - mmaction - INFO - Epoch [17][1240/3757] lr: 9.806e-02, eta: 5 days, 0:14:25, time: 0.650, data_time: 0.002, memory: 5237, top1_acc: 0.1617, top5_acc: 0.3602, loss_cls: 4.1188, loss: 4.1188, grad_norm: 1.7869 2020-07-24 05:31:01,272 - mmaction - INFO - Epoch [17][1260/3757] lr: 9.806e-02, eta: 5 days, 0:14:02, time: 0.661, data_time: 0.003, memory: 5237, top1_acc: 0.1688, top5_acc: 0.4016, loss_cls: 3.9690, loss: 3.9690, grad_norm: 1.7877 2020-07-24 05:31:13,719 - mmaction - INFO - Epoch [17][1280/3757] lr: 9.806e-02, eta: 5 days, 0:13:32, time: 0.623, data_time: 0.001, memory: 5237, top1_acc: 0.1750, top5_acc: 0.3844, loss_cls: 4.0495, loss: 4.0495, grad_norm: 1.8005 2020-07-24 05:31:26,278 - mmaction - INFO - Epoch [17][1300/3757] lr: 9.806e-02, eta: 5 days, 0:13:02, time: 0.628, data_time: 0.001, memory: 5237, top1_acc: 0.1609, top5_acc: 0.3883, loss_cls: 4.0042, loss: 4.0042, grad_norm: 1.7789 2020-07-24 05:31:39,878 - mmaction - INFO - Epoch [17][1320/3757] lr: 9.806e-02, eta: 5 days, 0:12:43, time: 0.679, data_time: 0.001, memory: 5237, top1_acc: 0.1891, top5_acc: 0.3992, loss_cls: 3.9994, loss: 3.9994, grad_norm: 1.8328 2020-07-24 05:31:52,851 - mmaction - INFO - Epoch [17][1340/3757] lr: 9.806e-02, eta: 5 days, 0:12:18, time: 0.649, data_time: 0.003, memory: 5237, top1_acc: 0.1695, top5_acc: 0.3977, loss_cls: 4.0352, loss: 4.0352, grad_norm: 1.7958 2020-07-24 05:32:05,837 - mmaction - INFO - Epoch [17][1360/3757] lr: 9.806e-02, eta: 5 days, 0:11:53, time: 0.650, data_time: 0.002, memory: 5237, top1_acc: 0.1492, top5_acc: 0.3727, loss_cls: 4.0917, loss: 4.0917, grad_norm: 1.8048 2020-07-24 05:32:18,630 - mmaction - INFO - Epoch [17][1380/3757] lr: 9.806e-02, eta: 5 days, 0:11:27, time: 0.639, data_time: 0.001, memory: 5237, top1_acc: 0.1883, top5_acc: 0.4039, loss_cls: 3.9900, loss: 3.9900, grad_norm: 1.7728 2020-07-24 05:32:31,345 - mmaction - INFO - Epoch [17][1400/3757] lr: 9.806e-02, eta: 5 days, 0:10:59, time: 0.635, data_time: 0.001, memory: 5237, top1_acc: 0.1586, top5_acc: 0.3781, loss_cls: 4.0837, loss: 4.0837, grad_norm: 1.7859 2020-07-24 05:32:44,077 - mmaction - INFO - Epoch [17][1420/3757] lr: 9.806e-02, eta: 5 days, 0:10:31, time: 0.637, data_time: 0.002, memory: 5237, top1_acc: 0.1703, top5_acc: 0.4008, loss_cls: 3.9920, loss: 3.9920, grad_norm: 1.7958 2020-07-24 05:32:57,976 - mmaction - INFO - Epoch [17][1440/3757] lr: 9.806e-02, eta: 5 days, 0:10:16, time: 0.696, data_time: 0.002, memory: 5237, top1_acc: 0.1844, top5_acc: 0.4070, loss_cls: 3.9677, loss: 3.9677, grad_norm: 1.8306 2020-07-24 05:33:11,804 - mmaction - INFO - Epoch [17][1460/3757] lr: 9.806e-02, eta: 5 days, 0:09:59, time: 0.691, data_time: 0.001, memory: 5237, top1_acc: 0.1844, top5_acc: 0.4023, loss_cls: 4.0533, loss: 4.0533, grad_norm: 1.8353 2020-07-24 05:33:25,220 - mmaction - INFO - Epoch [17][1480/3757] lr: 9.806e-02, eta: 5 days, 0:09:38, time: 0.670, data_time: 0.002, memory: 5237, top1_acc: 0.1781, top5_acc: 0.4148, loss_cls: 3.9595, loss: 3.9595, grad_norm: 1.8304 2020-07-24 05:33:39,718 - mmaction - INFO - Epoch [17][1500/3757] lr: 9.806e-02, eta: 5 days, 0:09:28, time: 0.726, data_time: 0.003, memory: 5237, top1_acc: 0.1586, top5_acc: 0.3758, loss_cls: 4.0126, loss: 4.0126, grad_norm: 1.8070 2020-07-24 05:33:52,586 - mmaction - INFO - Epoch [17][1520/3757] lr: 9.806e-02, eta: 5 days, 0:09:02, time: 0.643, data_time: 0.001, memory: 5237, top1_acc: 0.1750, top5_acc: 0.3844, loss_cls: 4.0212, loss: 4.0212, grad_norm: 1.7609 2020-07-24 05:34:06,998 - mmaction - INFO - Epoch [17][1540/3757] lr: 9.806e-02, eta: 5 days, 0:08:52, time: 0.720, data_time: 0.002, memory: 5237, top1_acc: 0.1820, top5_acc: 0.3898, loss_cls: 4.0077, loss: 4.0077, grad_norm: 1.7760 2020-07-24 05:34:22,443 - mmaction - INFO - Epoch [17][1560/3757] lr: 9.806e-02, eta: 5 days, 0:08:51, time: 0.773, data_time: 0.002, memory: 5237, top1_acc: 0.1852, top5_acc: 0.3992, loss_cls: 3.9632, loss: 3.9632, grad_norm: 1.7654 2020-07-24 05:34:36,350 - mmaction - INFO - Epoch [17][1580/3757] lr: 9.806e-02, eta: 5 days, 0:08:35, time: 0.694, data_time: 0.001, memory: 5237, top1_acc: 0.1812, top5_acc: 0.3805, loss_cls: 3.9914, loss: 3.9914, grad_norm: 1.8110 2020-07-24 05:34:48,836 - mmaction - INFO - Epoch [17][1600/3757] lr: 9.806e-02, eta: 5 days, 0:08:05, time: 0.625, data_time: 0.002, memory: 5237, top1_acc: 0.1836, top5_acc: 0.3969, loss_cls: 3.9431, loss: 3.9431, grad_norm: 1.8211 2020-07-24 05:35:01,960 - mmaction - INFO - Epoch [17][1620/3757] lr: 9.806e-02, eta: 5 days, 0:07:42, time: 0.657, data_time: 0.004, memory: 5237, top1_acc: 0.1703, top5_acc: 0.4000, loss_cls: 3.9487, loss: 3.9487, grad_norm: 1.8009 2020-07-24 05:35:15,402 - mmaction - INFO - Epoch [17][1640/3757] lr: 9.806e-02, eta: 5 days, 0:07:22, time: 0.672, data_time: 0.001, memory: 5237, top1_acc: 0.1906, top5_acc: 0.4055, loss_cls: 3.9558, loss: 3.9558, grad_norm: 1.7909 2020-07-24 05:35:28,252 - mmaction - INFO - Epoch [17][1660/3757] lr: 9.806e-02, eta: 5 days, 0:06:55, time: 0.642, data_time: 0.002, memory: 5237, top1_acc: 0.1859, top5_acc: 0.3898, loss_cls: 4.0200, loss: 4.0200, grad_norm: 1.8441 2020-07-24 05:35:41,017 - mmaction - INFO - Epoch [17][1680/3757] lr: 9.806e-02, eta: 5 days, 0:06:28, time: 0.639, data_time: 0.002, memory: 5237, top1_acc: 0.1789, top5_acc: 0.3828, loss_cls: 4.0355, loss: 4.0355, grad_norm: 1.7847 2020-07-24 05:35:53,725 - mmaction - INFO - Epoch [17][1700/3757] lr: 9.806e-02, eta: 5 days, 0:06:01, time: 0.635, data_time: 0.002, memory: 5237, top1_acc: 0.1852, top5_acc: 0.4055, loss_cls: 3.9938, loss: 3.9938, grad_norm: 1.7893 2020-07-24 05:36:07,431 - mmaction - INFO - Epoch [17][1720/3757] lr: 9.806e-02, eta: 5 days, 0:05:43, time: 0.685, data_time: 0.002, memory: 5237, top1_acc: 0.1789, top5_acc: 0.4109, loss_cls: 3.9774, loss: 3.9774, grad_norm: 1.8380 2020-07-24 05:36:21,579 - mmaction - INFO - Epoch [17][1740/3757] lr: 9.806e-02, eta: 5 days, 0:05:30, time: 0.708, data_time: 0.003, memory: 5237, top1_acc: 0.1453, top5_acc: 0.3805, loss_cls: 4.0948, loss: 4.0948, grad_norm: 1.7826 2020-07-24 05:36:35,176 - mmaction - INFO - Epoch [17][1760/3757] lr: 9.806e-02, eta: 5 days, 0:05:11, time: 0.679, data_time: 0.002, memory: 5237, top1_acc: 0.1750, top5_acc: 0.3680, loss_cls: 4.1121, loss: 4.1121, grad_norm: 1.7677 2020-07-24 05:36:48,573 - mmaction - INFO - Epoch [17][1780/3757] lr: 9.806e-02, eta: 5 days, 0:04:50, time: 0.671, data_time: 0.003, memory: 5237, top1_acc: 0.1711, top5_acc: 0.3953, loss_cls: 4.0753, loss: 4.0753, grad_norm: 1.7652 2020-07-24 05:37:01,247 - mmaction - INFO - Epoch [17][1800/3757] lr: 9.806e-02, eta: 5 days, 0:04:22, time: 0.632, data_time: 0.001, memory: 5237, top1_acc: 0.1742, top5_acc: 0.4008, loss_cls: 3.9349, loss: 3.9349, grad_norm: 1.7540 2020-07-24 05:37:15,230 - mmaction - INFO - Epoch [17][1820/3757] lr: 9.806e-02, eta: 5 days, 0:04:07, time: 0.700, data_time: 0.003, memory: 5237, top1_acc: 0.1602, top5_acc: 0.3844, loss_cls: 4.0961, loss: 4.0961, grad_norm: 1.8143 2020-07-24 05:37:31,659 - mmaction - INFO - Epoch [17][1840/3757] lr: 9.806e-02, eta: 5 days, 0:04:16, time: 0.822, data_time: 0.003, memory: 5237, top1_acc: 0.1805, top5_acc: 0.3883, loss_cls: 4.0611, loss: 4.0611, grad_norm: 1.8171 2020-07-24 05:37:45,258 - mmaction - INFO - Epoch [17][1860/3757] lr: 9.806e-02, eta: 5 days, 0:03:58, time: 0.680, data_time: 0.003, memory: 5237, top1_acc: 0.1766, top5_acc: 0.3969, loss_cls: 3.9863, loss: 3.9863, grad_norm: 1.7812 2020-07-24 05:37:58,446 - mmaction - INFO - Epoch [17][1880/3757] lr: 9.806e-02, eta: 5 days, 0:03:35, time: 0.659, data_time: 0.001, memory: 5237, top1_acc: 0.1734, top5_acc: 0.4062, loss_cls: 3.9338, loss: 3.9338, grad_norm: 1.7902 2020-07-24 05:38:12,248 - mmaction - INFO - Epoch [17][1900/3757] lr: 9.806e-02, eta: 5 days, 0:03:18, time: 0.690, data_time: 0.002, memory: 5237, top1_acc: 0.1719, top5_acc: 0.4023, loss_cls: 3.9355, loss: 3.9355, grad_norm: 1.8260 2020-07-24 05:38:25,826 - mmaction - INFO - Epoch [17][1920/3757] lr: 9.806e-02, eta: 5 days, 0:02:59, time: 0.679, data_time: 0.002, memory: 5237, top1_acc: 0.1828, top5_acc: 0.3992, loss_cls: 3.9977, loss: 3.9977, grad_norm: 1.8146 2020-07-24 05:38:39,162 - mmaction - INFO - Epoch [17][1940/3757] lr: 9.806e-02, eta: 5 days, 0:02:37, time: 0.666, data_time: 0.002, memory: 5237, top1_acc: 0.1789, top5_acc: 0.3883, loss_cls: 3.9779, loss: 3.9779, grad_norm: 1.7804 2020-07-24 05:38:51,663 - mmaction - INFO - Epoch [17][1960/3757] lr: 9.806e-02, eta: 5 days, 0:02:08, time: 0.626, data_time: 0.002, memory: 5237, top1_acc: 0.1539, top5_acc: 0.3961, loss_cls: 4.0313, loss: 4.0313, grad_norm: 1.8483 2020-07-24 05:39:05,895 - mmaction - INFO - Epoch [17][1980/3757] lr: 9.806e-02, eta: 5 days, 0:01:55, time: 0.711, data_time: 0.001, memory: 5237, top1_acc: 0.1594, top5_acc: 0.3805, loss_cls: 4.0359, loss: 4.0359, grad_norm: 1.8002 2020-07-24 05:39:18,759 - mmaction - INFO - Epoch [17][2000/3757] lr: 9.806e-02, eta: 5 days, 0:01:29, time: 0.643, data_time: 0.003, memory: 5237, top1_acc: 0.1664, top5_acc: 0.4008, loss_cls: 4.0056, loss: 4.0056, grad_norm: 1.7851 2020-07-24 05:39:31,660 - mmaction - INFO - Epoch [17][2020/3757] lr: 9.806e-02, eta: 5 days, 0:01:04, time: 0.646, data_time: 0.002, memory: 5237, top1_acc: 0.1789, top5_acc: 0.4164, loss_cls: 3.9263, loss: 3.9263, grad_norm: 1.8038 2020-07-24 05:39:44,371 - mmaction - INFO - Epoch [17][2040/3757] lr: 9.806e-02, eta: 5 days, 0:00:36, time: 0.635, data_time: 0.001, memory: 5237, top1_acc: 0.1719, top5_acc: 0.3977, loss_cls: 3.9983, loss: 3.9983, grad_norm: 1.8802 2020-07-24 05:39:58,613 - mmaction - INFO - Epoch [17][2060/3757] lr: 9.806e-02, eta: 5 days, 0:00:24, time: 0.711, data_time: 0.002, memory: 5237, top1_acc: 0.1766, top5_acc: 0.3867, loss_cls: 4.0525, loss: 4.0525, grad_norm: 1.8104 2020-07-24 05:40:12,787 - mmaction - INFO - Epoch [17][2080/3757] lr: 9.806e-02, eta: 5 days, 0:00:11, time: 0.709, data_time: 0.002, memory: 5237, top1_acc: 0.1859, top5_acc: 0.3984, loss_cls: 3.9667, loss: 3.9667, grad_norm: 1.7915 2020-07-24 05:40:25,597 - mmaction - INFO - Epoch [17][2100/3757] lr: 9.806e-02, eta: 4 days, 23:59:44, time: 0.640, data_time: 0.002, memory: 5237, top1_acc: 0.1617, top5_acc: 0.3859, loss_cls: 4.0249, loss: 4.0249, grad_norm: 1.8305 2020-07-24 05:40:38,991 - mmaction - INFO - Epoch [17][2120/3757] lr: 9.806e-02, eta: 4 days, 23:59:24, time: 0.671, data_time: 0.003, memory: 5237, top1_acc: 0.1625, top5_acc: 0.3828, loss_cls: 4.0808, loss: 4.0808, grad_norm: 1.7634 2020-07-24 05:40:52,153 - mmaction - INFO - Epoch [17][2140/3757] lr: 9.806e-02, eta: 4 days, 23:59:00, time: 0.657, data_time: 0.001, memory: 5237, top1_acc: 0.1656, top5_acc: 0.3734, loss_cls: 4.0958, loss: 4.0958, grad_norm: 1.7840 2020-07-24 05:41:05,149 - mmaction - INFO - Epoch [17][2160/3757] lr: 9.806e-02, eta: 4 days, 23:58:36, time: 0.651, data_time: 0.002, memory: 5237, top1_acc: 0.1719, top5_acc: 0.3898, loss_cls: 3.9810, loss: 3.9810, grad_norm: 1.7805 2020-07-24 05:41:18,806 - mmaction - INFO - Epoch [17][2180/3757] lr: 9.806e-02, eta: 4 days, 23:58:18, time: 0.683, data_time: 0.002, memory: 5237, top1_acc: 0.1781, top5_acc: 0.4008, loss_cls: 3.9298, loss: 3.9298, grad_norm: 1.8028 2020-07-24 05:41:31,738 - mmaction - INFO - Epoch [17][2200/3757] lr: 9.806e-02, eta: 4 days, 23:57:52, time: 0.646, data_time: 0.001, memory: 5237, top1_acc: 0.1758, top5_acc: 0.4047, loss_cls: 3.9956, loss: 3.9956, grad_norm: 1.7980 2020-07-24 05:41:45,903 - mmaction - INFO - Epoch [17][2220/3757] lr: 9.806e-02, eta: 4 days, 23:57:39, time: 0.708, data_time: 0.002, memory: 5237, top1_acc: 0.1703, top5_acc: 0.3758, loss_cls: 4.0905, loss: 4.0905, grad_norm: 1.7924 2020-07-24 05:41:58,174 - mmaction - INFO - Epoch [17][2240/3757] lr: 9.806e-02, eta: 4 days, 23:57:08, time: 0.614, data_time: 0.002, memory: 5237, top1_acc: 0.1625, top5_acc: 0.3672, loss_cls: 4.0988, loss: 4.0988, grad_norm: 1.7514 2020-07-24 05:42:11,248 - mmaction - INFO - Epoch [17][2260/3757] lr: 9.806e-02, eta: 4 days, 23:56:44, time: 0.653, data_time: 0.002, memory: 5237, top1_acc: 0.1828, top5_acc: 0.3977, loss_cls: 3.9402, loss: 3.9402, grad_norm: 1.7345 2020-07-24 05:42:24,071 - mmaction - INFO - Epoch [17][2280/3757] lr: 9.806e-02, eta: 4 days, 23:56:18, time: 0.642, data_time: 0.002, memory: 5237, top1_acc: 0.1766, top5_acc: 0.3992, loss_cls: 3.9762, loss: 3.9762, grad_norm: 1.8216 2020-07-24 05:42:36,876 - mmaction - INFO - Epoch [17][2300/3757] lr: 9.806e-02, eta: 4 days, 23:55:51, time: 0.639, data_time: 0.001, memory: 5237, top1_acc: 0.1680, top5_acc: 0.3875, loss_cls: 3.9656, loss: 3.9656, grad_norm: 1.7454 2020-07-24 05:42:50,111 - mmaction - INFO - Epoch [17][2320/3757] lr: 9.806e-02, eta: 4 days, 23:55:29, time: 0.662, data_time: 0.002, memory: 5237, top1_acc: 0.1781, top5_acc: 0.3953, loss_cls: 4.0222, loss: 4.0222, grad_norm: 1.7836 2020-07-24 05:43:02,598 - mmaction - INFO - Epoch [17][2340/3757] lr: 9.806e-02, eta: 4 days, 23:54:59, time: 0.625, data_time: 0.001, memory: 5237, top1_acc: 0.2070, top5_acc: 0.4273, loss_cls: 3.8244, loss: 3.8244, grad_norm: 1.7629 2020-07-24 05:43:16,384 - mmaction - INFO - Epoch [17][2360/3757] lr: 9.806e-02, eta: 4 days, 23:54:42, time: 0.688, data_time: 0.002, memory: 5237, top1_acc: 0.1898, top5_acc: 0.4125, loss_cls: 3.9468, loss: 3.9468, grad_norm: 1.8619 2020-07-24 05:43:30,380 - mmaction - INFO - Epoch [17][2380/3757] lr: 9.806e-02, eta: 4 days, 23:54:28, time: 0.700, data_time: 0.002, memory: 5237, top1_acc: 0.1664, top5_acc: 0.3922, loss_cls: 4.0092, loss: 4.0092, grad_norm: 1.7948 2020-07-24 05:43:43,913 - mmaction - INFO - Epoch [17][2400/3757] lr: 9.806e-02, eta: 4 days, 23:54:08, time: 0.677, data_time: 0.002, memory: 5237, top1_acc: 0.1852, top5_acc: 0.4008, loss_cls: 3.9832, loss: 3.9832, grad_norm: 1.8064 2020-07-24 05:43:56,216 - mmaction - INFO - Epoch [17][2420/3757] lr: 9.806e-02, eta: 4 days, 23:53:37, time: 0.614, data_time: 0.001, memory: 5237, top1_acc: 0.1594, top5_acc: 0.3789, loss_cls: 4.0417, loss: 4.0417, grad_norm: 1.8033 2020-07-24 05:44:10,719 - mmaction - INFO - Epoch [17][2440/3757] lr: 9.806e-02, eta: 4 days, 23:53:27, time: 0.724, data_time: 0.002, memory: 5237, top1_acc: 0.1672, top5_acc: 0.3766, loss_cls: 4.0376, loss: 4.0376, grad_norm: 1.8133 2020-07-24 05:44:24,354 - mmaction - INFO - Epoch [17][2460/3757] lr: 9.806e-02, eta: 4 days, 23:53:09, time: 0.683, data_time: 0.003, memory: 5237, top1_acc: 0.1836, top5_acc: 0.4078, loss_cls: 3.9277, loss: 3.9277, grad_norm: 1.8091 2020-07-24 05:44:37,679 - mmaction - INFO - Epoch [17][2480/3757] lr: 9.806e-02, eta: 4 days, 23:52:47, time: 0.666, data_time: 0.001, memory: 5237, top1_acc: 0.1812, top5_acc: 0.4047, loss_cls: 3.9552, loss: 3.9552, grad_norm: 1.7977 2020-07-24 05:44:50,924 - mmaction - INFO - Epoch [17][2500/3757] lr: 9.806e-02, eta: 4 days, 23:52:25, time: 0.662, data_time: 0.002, memory: 5237, top1_acc: 0.1719, top5_acc: 0.4031, loss_cls: 3.9798, loss: 3.9798, grad_norm: 1.8491 2020-07-24 05:45:04,334 - mmaction - INFO - Epoch [17][2520/3757] lr: 9.806e-02, eta: 4 days, 23:52:05, time: 0.670, data_time: 0.002, memory: 5237, top1_acc: 0.1836, top5_acc: 0.3906, loss_cls: 3.9840, loss: 3.9840, grad_norm: 1.8152 2020-07-24 05:45:17,800 - mmaction - INFO - Epoch [17][2540/3757] lr: 9.806e-02, eta: 4 days, 23:51:45, time: 0.675, data_time: 0.003, memory: 5237, top1_acc: 0.1922, top5_acc: 0.3977, loss_cls: 3.9931, loss: 3.9931, grad_norm: 1.8422 2020-07-24 05:45:30,687 - mmaction - INFO - Epoch [17][2560/3757] lr: 9.806e-02, eta: 4 days, 23:51:19, time: 0.643, data_time: 0.002, memory: 5237, top1_acc: 0.1711, top5_acc: 0.3898, loss_cls: 4.0304, loss: 4.0304, grad_norm: 1.8169 2020-07-24 05:45:43,318 - mmaction - INFO - Epoch [17][2580/3757] lr: 9.806e-02, eta: 4 days, 23:50:51, time: 0.633, data_time: 0.002, memory: 5237, top1_acc: 0.1562, top5_acc: 0.3836, loss_cls: 4.0931, loss: 4.0931, grad_norm: 1.8104 2020-07-24 05:45:57,019 - mmaction - INFO - Epoch [17][2600/3757] lr: 9.806e-02, eta: 4 days, 23:50:34, time: 0.684, data_time: 0.001, memory: 5237, top1_acc: 0.1703, top5_acc: 0.4000, loss_cls: 4.0134, loss: 4.0134, grad_norm: 1.7651 2020-07-24 05:46:11,216 - mmaction - INFO - Epoch [17][2620/3757] lr: 9.806e-02, eta: 4 days, 23:50:21, time: 0.710, data_time: 0.002, memory: 5237, top1_acc: 0.1844, top5_acc: 0.4109, loss_cls: 3.9480, loss: 3.9480, grad_norm: 1.7954 2020-07-24 05:46:25,746 - mmaction - INFO - Epoch [17][2640/3757] lr: 9.806e-02, eta: 4 days, 23:50:11, time: 0.726, data_time: 0.002, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4094, loss_cls: 3.9215, loss: 3.9215, grad_norm: 1.8127 2020-07-24 05:46:38,710 - mmaction - INFO - Epoch [17][2660/3757] lr: 9.806e-02, eta: 4 days, 23:49:47, time: 0.649, data_time: 0.002, memory: 5237, top1_acc: 0.1773, top5_acc: 0.3922, loss_cls: 4.0091, loss: 4.0091, grad_norm: 1.8469 2020-07-24 05:46:51,159 - mmaction - INFO - Epoch [17][2680/3757] lr: 9.806e-02, eta: 4 days, 23:49:17, time: 0.622, data_time: 0.001, memory: 5237, top1_acc: 0.1773, top5_acc: 0.4000, loss_cls: 3.9883, loss: 3.9883, grad_norm: 1.7801 2020-07-24 05:47:04,371 - mmaction - INFO - Epoch [17][2700/3757] lr: 9.806e-02, eta: 4 days, 23:48:54, time: 0.661, data_time: 0.003, memory: 5237, top1_acc: 0.1797, top5_acc: 0.3852, loss_cls: 3.9930, loss: 3.9930, grad_norm: 1.7838 2020-07-24 05:47:18,506 - mmaction - INFO - Epoch [17][2720/3757] lr: 9.806e-02, eta: 4 days, 23:48:41, time: 0.707, data_time: 0.002, memory: 5237, top1_acc: 0.1734, top5_acc: 0.4023, loss_cls: 3.9389, loss: 3.9389, grad_norm: 1.7598 2020-07-24 05:47:32,035 - mmaction - INFO - Epoch [17][2740/3757] lr: 9.806e-02, eta: 4 days, 23:48:22, time: 0.675, data_time: 0.001, memory: 5237, top1_acc: 0.1680, top5_acc: 0.4023, loss_cls: 3.9651, loss: 3.9651, grad_norm: 1.8563 2020-07-24 05:47:44,092 - mmaction - INFO - Epoch [17][2760/3757] lr: 9.806e-02, eta: 4 days, 23:47:48, time: 0.604, data_time: 0.003, memory: 5237, top1_acc: 0.1641, top5_acc: 0.3734, loss_cls: 4.0723, loss: 4.0723, grad_norm: 1.8702 2020-07-24 05:47:57,706 - mmaction - INFO - Epoch [17][2780/3757] lr: 9.806e-02, eta: 4 days, 23:47:30, time: 0.680, data_time: 0.002, memory: 5237, top1_acc: 0.1680, top5_acc: 0.3859, loss_cls: 4.0692, loss: 4.0692, grad_norm: 1.7928 2020-07-24 05:48:12,554 - mmaction - INFO - Epoch [17][2800/3757] lr: 9.806e-02, eta: 4 days, 23:47:23, time: 0.742, data_time: 0.002, memory: 5237, top1_acc: 0.1805, top5_acc: 0.3984, loss_cls: 4.0163, loss: 4.0163, grad_norm: 1.7853 2020-07-24 05:48:26,884 - mmaction - INFO - Epoch [17][2820/3757] lr: 9.806e-02, eta: 4 days, 23:47:12, time: 0.717, data_time: 0.002, memory: 5237, top1_acc: 0.2055, top5_acc: 0.4352, loss_cls: 3.8334, loss: 3.8334, grad_norm: 1.7881 2020-07-24 05:48:41,891 - mmaction - INFO - Epoch [17][2840/3757] lr: 9.806e-02, eta: 4 days, 23:47:07, time: 0.751, data_time: 0.002, memory: 5237, top1_acc: 0.1852, top5_acc: 0.3797, loss_cls: 4.0139, loss: 4.0139, grad_norm: 1.8356 2020-07-24 05:48:56,051 - mmaction - INFO - Epoch [17][2860/3757] lr: 9.806e-02, eta: 4 days, 23:46:54, time: 0.708, data_time: 0.001, memory: 5237, top1_acc: 0.1836, top5_acc: 0.4062, loss_cls: 3.9546, loss: 3.9546, grad_norm: 1.8546 2020-07-24 05:49:10,102 - mmaction - INFO - Epoch [17][2880/3757] lr: 9.806e-02, eta: 4 days, 23:46:40, time: 0.702, data_time: 0.001, memory: 5237, top1_acc: 0.1680, top5_acc: 0.3945, loss_cls: 4.0515, loss: 4.0515, grad_norm: 1.8437 2020-07-24 05:49:23,080 - mmaction - INFO - Epoch [17][2900/3757] lr: 9.806e-02, eta: 4 days, 23:46:15, time: 0.648, data_time: 0.001, memory: 5237, top1_acc: 0.1703, top5_acc: 0.3805, loss_cls: 4.0841, loss: 4.0841, grad_norm: 1.7617 2020-07-24 05:49:36,351 - mmaction - INFO - Epoch [17][2920/3757] lr: 9.806e-02, eta: 4 days, 23:45:53, time: 0.664, data_time: 0.002, memory: 5237, top1_acc: 0.1852, top5_acc: 0.4133, loss_cls: 3.9381, loss: 3.9381, grad_norm: 1.8066 2020-07-24 05:49:50,504 - mmaction - INFO - Epoch [17][2940/3757] lr: 9.806e-02, eta: 4 days, 23:45:40, time: 0.708, data_time: 0.002, memory: 5237, top1_acc: 0.1711, top5_acc: 0.3742, loss_cls: 4.0288, loss: 4.0288, grad_norm: 1.8207 2020-07-24 05:50:04,511 - mmaction - INFO - Epoch [17][2960/3757] lr: 9.806e-02, eta: 4 days, 23:45:26, time: 0.701, data_time: 0.003, memory: 5237, top1_acc: 0.1789, top5_acc: 0.4016, loss_cls: 3.9603, loss: 3.9603, grad_norm: 1.8120 2020-07-24 05:50:18,628 - mmaction - INFO - Epoch [17][2980/3757] lr: 9.806e-02, eta: 4 days, 23:45:12, time: 0.706, data_time: 0.002, memory: 5237, top1_acc: 0.1820, top5_acc: 0.3977, loss_cls: 4.0172, loss: 4.0172, grad_norm: 1.8262 2020-07-24 05:50:32,078 - mmaction - INFO - Epoch [17][3000/3757] lr: 9.806e-02, eta: 4 days, 23:44:52, time: 0.671, data_time: 0.001, memory: 5237, top1_acc: 0.1766, top5_acc: 0.3812, loss_cls: 3.9607, loss: 3.9607, grad_norm: 1.7548 2020-07-24 05:50:45,113 - mmaction - INFO - Epoch [17][3020/3757] lr: 9.806e-02, eta: 4 days, 23:44:28, time: 0.652, data_time: 0.002, memory: 5237, top1_acc: 0.1766, top5_acc: 0.3945, loss_cls: 4.0382, loss: 4.0382, grad_norm: 1.7529 2020-07-24 05:50:59,589 - mmaction - INFO - Epoch [17][3040/3757] lr: 9.806e-02, eta: 4 days, 23:44:18, time: 0.724, data_time: 0.002, memory: 5237, top1_acc: 0.1602, top5_acc: 0.3844, loss_cls: 4.0947, loss: 4.0947, grad_norm: 1.7757 2020-07-24 05:51:12,561 - mmaction - INFO - Epoch [17][3060/3757] lr: 9.806e-02, eta: 4 days, 23:43:53, time: 0.649, data_time: 0.002, memory: 5237, top1_acc: 0.1781, top5_acc: 0.3852, loss_cls: 4.0381, loss: 4.0381, grad_norm: 1.7776 2020-07-24 05:51:25,556 - mmaction - INFO - Epoch [17][3080/3757] lr: 9.806e-02, eta: 4 days, 23:43:29, time: 0.650, data_time: 0.001, memory: 5237, top1_acc: 0.1594, top5_acc: 0.3844, loss_cls: 4.0135, loss: 4.0135, grad_norm: 1.7516 2020-07-24 05:51:39,691 - mmaction - INFO - Epoch [17][3100/3757] lr: 9.806e-02, eta: 4 days, 23:43:15, time: 0.705, data_time: 0.001, memory: 5237, top1_acc: 0.1609, top5_acc: 0.3805, loss_cls: 4.0840, loss: 4.0840, grad_norm: 1.8440 2020-07-24 05:51:53,901 - mmaction - INFO - Epoch [17][3120/3757] lr: 9.806e-02, eta: 4 days, 23:43:03, time: 0.712, data_time: 0.003, memory: 5237, top1_acc: 0.1734, top5_acc: 0.3867, loss_cls: 3.9914, loss: 3.9914, grad_norm: 1.7882 2020-07-24 05:52:07,486 - mmaction - INFO - Epoch [17][3140/3757] lr: 9.806e-02, eta: 4 days, 23:42:44, time: 0.679, data_time: 0.002, memory: 5237, top1_acc: 0.1625, top5_acc: 0.3828, loss_cls: 4.0689, loss: 4.0689, grad_norm: 1.7937 2020-07-24 05:52:21,665 - mmaction - INFO - Epoch [17][3160/3757] lr: 9.806e-02, eta: 4 days, 23:42:31, time: 0.708, data_time: 0.002, memory: 5237, top1_acc: 0.1727, top5_acc: 0.3969, loss_cls: 3.9777, loss: 3.9777, grad_norm: 1.8451 2020-07-24 05:52:35,825 - mmaction - INFO - Epoch [17][3180/3757] lr: 9.806e-02, eta: 4 days, 23:42:18, time: 0.710, data_time: 0.003, memory: 5237, top1_acc: 0.1648, top5_acc: 0.3891, loss_cls: 4.0641, loss: 4.0641, grad_norm: 1.7931 2020-07-24 05:52:50,170 - mmaction - INFO - Epoch [17][3200/3757] lr: 9.806e-02, eta: 4 days, 23:42:07, time: 0.717, data_time: 0.001, memory: 5237, top1_acc: 0.1758, top5_acc: 0.3812, loss_cls: 4.0393, loss: 4.0393, grad_norm: 1.7753 2020-07-24 05:53:03,889 - mmaction - INFO - Epoch [17][3220/3757] lr: 9.806e-02, eta: 4 days, 23:41:49, time: 0.686, data_time: 0.002, memory: 5237, top1_acc: 0.1742, top5_acc: 0.3984, loss_cls: 3.9598, loss: 3.9598, grad_norm: 1.8120 2020-07-24 05:53:17,074 - mmaction - INFO - Epoch [17][3240/3757] lr: 9.806e-02, eta: 4 days, 23:41:27, time: 0.660, data_time: 0.002, memory: 5237, top1_acc: 0.1578, top5_acc: 0.3812, loss_cls: 4.0592, loss: 4.0592, grad_norm: 1.7704 2020-07-24 05:53:30,482 - mmaction - INFO - Epoch [17][3260/3757] lr: 9.806e-02, eta: 4 days, 23:41:06, time: 0.669, data_time: 0.001, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4008, loss_cls: 3.9182, loss: 3.9182, grad_norm: 1.7906 2020-07-24 05:53:43,547 - mmaction - INFO - Epoch [17][3280/3757] lr: 9.806e-02, eta: 4 days, 23:40:43, time: 0.654, data_time: 0.003, memory: 5237, top1_acc: 0.1914, top5_acc: 0.4188, loss_cls: 3.8751, loss: 3.8751, grad_norm: 1.8171 2020-07-24 05:53:56,908 - mmaction - INFO - Epoch [17][3300/3757] lr: 9.806e-02, eta: 4 days, 23:40:22, time: 0.668, data_time: 0.002, memory: 5237, top1_acc: 0.1586, top5_acc: 0.3844, loss_cls: 4.0564, loss: 4.0564, grad_norm: 1.8073 2020-07-24 05:54:10,546 - mmaction - INFO - Epoch [17][3320/3757] lr: 9.806e-02, eta: 4 days, 23:40:04, time: 0.682, data_time: 0.002, memory: 5237, top1_acc: 0.1711, top5_acc: 0.4094, loss_cls: 3.9609, loss: 3.9609, grad_norm: 1.8123 2020-07-24 05:54:25,159 - mmaction - INFO - Epoch [17][3340/3757] lr: 9.806e-02, eta: 4 days, 23:39:55, time: 0.730, data_time: 0.002, memory: 5237, top1_acc: 0.1867, top5_acc: 0.4117, loss_cls: 4.0091, loss: 4.0091, grad_norm: 1.8286 2020-07-24 05:54:38,150 - mmaction - INFO - Epoch [17][3360/3757] lr: 9.806e-02, eta: 4 days, 23:39:31, time: 0.650, data_time: 0.002, memory: 5237, top1_acc: 0.1812, top5_acc: 0.3984, loss_cls: 4.0571, loss: 4.0571, grad_norm: 1.8197 2020-07-24 05:54:51,906 - mmaction - INFO - Epoch [17][3380/3757] lr: 9.806e-02, eta: 4 days, 23:39:14, time: 0.688, data_time: 0.002, memory: 5237, top1_acc: 0.1648, top5_acc: 0.3820, loss_cls: 4.0048, loss: 4.0048, grad_norm: 1.7705 2020-07-24 05:55:05,619 - mmaction - INFO - Epoch [17][3400/3757] lr: 9.806e-02, eta: 4 days, 23:38:56, time: 0.686, data_time: 0.002, memory: 5237, top1_acc: 0.1531, top5_acc: 0.3703, loss_cls: 4.0669, loss: 4.0669, grad_norm: 1.7933 2020-07-24 05:55:18,767 - mmaction - INFO - Epoch [17][3420/3757] lr: 9.806e-02, eta: 4 days, 23:38:34, time: 0.657, data_time: 0.001, memory: 5237, top1_acc: 0.1641, top5_acc: 0.4008, loss_cls: 3.9522, loss: 3.9522, grad_norm: 1.8098 2020-07-24 05:55:32,389 - mmaction - INFO - Epoch [17][3440/3757] lr: 9.806e-02, eta: 4 days, 23:38:15, time: 0.681, data_time: 0.001, memory: 5237, top1_acc: 0.1766, top5_acc: 0.4148, loss_cls: 3.9305, loss: 3.9305, grad_norm: 1.8252 2020-07-24 05:55:45,713 - mmaction - INFO - Epoch [17][3460/3757] lr: 9.806e-02, eta: 4 days, 23:37:54, time: 0.666, data_time: 0.002, memory: 5237, top1_acc: 0.1398, top5_acc: 0.3617, loss_cls: 4.1711, loss: 4.1711, grad_norm: 1.7753 2020-07-24 05:55:59,670 - mmaction - INFO - Epoch [17][3480/3757] lr: 9.806e-02, eta: 4 days, 23:37:39, time: 0.697, data_time: 0.002, memory: 5237, top1_acc: 0.1875, top5_acc: 0.4227, loss_cls: 3.9335, loss: 3.9335, grad_norm: 1.7850 2020-07-24 05:56:13,902 - mmaction - INFO - Epoch [17][3500/3757] lr: 9.806e-02, eta: 4 days, 23:37:27, time: 0.713, data_time: 0.002, memory: 5237, top1_acc: 0.1719, top5_acc: 0.4070, loss_cls: 3.9528, loss: 3.9528, grad_norm: 1.8573 2020-07-24 05:56:27,832 - mmaction - INFO - Epoch [17][3520/3757] lr: 9.806e-02, eta: 4 days, 23:37:11, time: 0.696, data_time: 0.001, memory: 5237, top1_acc: 0.1664, top5_acc: 0.3836, loss_cls: 4.0142, loss: 4.0142, grad_norm: 1.8552 2020-07-24 05:56:40,673 - mmaction - INFO - Epoch [17][3540/3757] lr: 9.806e-02, eta: 4 days, 23:36:46, time: 0.643, data_time: 0.002, memory: 5237, top1_acc: 0.1664, top5_acc: 0.3727, loss_cls: 4.1053, loss: 4.1053, grad_norm: 1.8095 2020-07-24 05:56:53,977 - mmaction - INFO - Epoch [17][3560/3757] lr: 9.806e-02, eta: 4 days, 23:36:24, time: 0.665, data_time: 0.001, memory: 5237, top1_acc: 0.1664, top5_acc: 0.3734, loss_cls: 4.0658, loss: 4.0658, grad_norm: 1.7605 2020-07-24 05:57:07,817 - mmaction - INFO - Epoch [17][3580/3757] lr: 9.806e-02, eta: 4 days, 23:36:08, time: 0.691, data_time: 0.002, memory: 5237, top1_acc: 0.1617, top5_acc: 0.3836, loss_cls: 4.0510, loss: 4.0510, grad_norm: 1.8214 2020-07-24 05:57:20,939 - mmaction - INFO - Epoch [17][3600/3757] lr: 9.806e-02, eta: 4 days, 23:35:45, time: 0.657, data_time: 0.002, memory: 5237, top1_acc: 0.1500, top5_acc: 0.3859, loss_cls: 4.0631, loss: 4.0631, grad_norm: 1.8111 2020-07-24 05:57:34,131 - mmaction - INFO - Epoch [17][3620/3757] lr: 9.806e-02, eta: 4 days, 23:35:23, time: 0.660, data_time: 0.002, memory: 5237, top1_acc: 0.1594, top5_acc: 0.3812, loss_cls: 4.0306, loss: 4.0306, grad_norm: 1.7462 2020-07-24 05:57:46,867 - mmaction - INFO - Epoch [17][3640/3757] lr: 9.806e-02, eta: 4 days, 23:34:56, time: 0.636, data_time: 0.001, memory: 5237, top1_acc: 0.1922, top5_acc: 0.4148, loss_cls: 3.8717, loss: 3.8717, grad_norm: 1.7889 2020-07-24 05:57:59,308 - mmaction - INFO - Epoch [17][3660/3757] lr: 9.806e-02, eta: 4 days, 23:34:26, time: 0.622, data_time: 0.003, memory: 5237, top1_acc: 0.1852, top5_acc: 0.3922, loss_cls: 4.0103, loss: 4.0103, grad_norm: 1.8772 2020-07-24 05:58:11,833 - mmaction - INFO - Epoch [17][3680/3757] lr: 9.806e-02, eta: 4 days, 23:33:58, time: 0.626, data_time: 0.002, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4117, loss_cls: 3.9510, loss: 3.9510, grad_norm: 1.7827 2020-07-24 05:58:24,262 - mmaction - INFO - Epoch [17][3700/3757] lr: 9.806e-02, eta: 4 days, 23:33:28, time: 0.622, data_time: 0.002, memory: 5237, top1_acc: 0.1703, top5_acc: 0.3891, loss_cls: 3.9936, loss: 3.9936, grad_norm: 1.8028 2020-07-24 05:58:36,558 - mmaction - INFO - Epoch [17][3720/3757] lr: 9.806e-02, eta: 4 days, 23:32:57, time: 0.614, data_time: 0.001, memory: 5237, top1_acc: 0.1750, top5_acc: 0.3961, loss_cls: 4.0093, loss: 4.0093, grad_norm: 1.7957 2020-07-24 05:58:48,652 - mmaction - INFO - Epoch [17][3740/3757] lr: 9.806e-02, eta: 4 days, 23:32:24, time: 0.605, data_time: 0.002, memory: 5237, top1_acc: 0.1734, top5_acc: 0.4180, loss_cls: 3.9039, loss: 3.9039, grad_norm: 1.7639 2020-07-24 06:02:52,057 - mmaction - INFO - Epoch [18][20/3757] lr: 9.782e-02, eta: 5 days, 0:04:05, time: 11.351, data_time: 10.550, memory: 5237, top1_acc: 0.1633, top5_acc: 0.3664, loss_cls: 4.0569, loss: 4.0569, grad_norm: 1.8308 2020-07-24 06:03:05,145 - mmaction - INFO - Epoch [18][40/3757] lr: 9.782e-02, eta: 5 days, 0:03:41, time: 0.656, data_time: 0.003, memory: 5237, top1_acc: 0.1914, top5_acc: 0.4109, loss_cls: 3.9303, loss: 3.9303, grad_norm: 1.7581 2020-07-24 06:03:18,194 - mmaction - INFO - Epoch [18][60/3757] lr: 9.782e-02, eta: 5 days, 0:03:17, time: 0.652, data_time: 0.001, memory: 5237, top1_acc: 0.1734, top5_acc: 0.3906, loss_cls: 3.9855, loss: 3.9855, grad_norm: 1.8244 2020-07-24 06:03:31,279 - mmaction - INFO - Epoch [18][80/3757] lr: 9.782e-02, eta: 5 days, 0:02:53, time: 0.654, data_time: 0.002, memory: 5237, top1_acc: 0.1656, top5_acc: 0.4117, loss_cls: 3.9817, loss: 3.9817, grad_norm: 1.8214 2020-07-24 06:03:44,457 - mmaction - INFO - Epoch [18][100/3757] lr: 9.782e-02, eta: 5 days, 0:02:30, time: 0.659, data_time: 0.002, memory: 5237, top1_acc: 0.1977, top5_acc: 0.3984, loss_cls: 3.9381, loss: 3.9381, grad_norm: 1.7953 2020-07-24 06:03:58,422 - mmaction - INFO - Epoch [18][120/3757] lr: 9.782e-02, eta: 5 days, 0:02:14, time: 0.698, data_time: 0.001, memory: 5237, top1_acc: 0.1867, top5_acc: 0.3859, loss_cls: 4.0106, loss: 4.0106, grad_norm: 1.7505 2020-07-24 06:04:11,757 - mmaction - INFO - Epoch [18][140/3757] lr: 9.782e-02, eta: 5 days, 0:01:53, time: 0.667, data_time: 0.002, memory: 5237, top1_acc: 0.1562, top5_acc: 0.3883, loss_cls: 3.9933, loss: 3.9933, grad_norm: 1.7641 2020-07-24 06:04:25,789 - mmaction - INFO - Epoch [18][160/3757] lr: 9.782e-02, eta: 5 days, 0:01:38, time: 0.700, data_time: 0.001, memory: 5237, top1_acc: 0.1773, top5_acc: 0.4008, loss_cls: 3.9800, loss: 3.9800, grad_norm: 1.8293 2020-07-24 06:04:40,177 - mmaction - INFO - Epoch [18][180/3757] lr: 9.782e-02, eta: 5 days, 0:01:26, time: 0.720, data_time: 0.003, memory: 5237, top1_acc: 0.1703, top5_acc: 0.3937, loss_cls: 3.9677, loss: 3.9677, grad_norm: 1.8153 2020-07-24 06:04:52,871 - mmaction - INFO - Epoch [18][200/3757] lr: 9.782e-02, eta: 5 days, 0:00:58, time: 0.635, data_time: 0.002, memory: 5237, top1_acc: 0.1836, top5_acc: 0.4047, loss_cls: 3.9660, loss: 3.9660, grad_norm: 1.8086 2020-07-24 06:05:06,836 - mmaction - INFO - Epoch [18][220/3757] lr: 9.782e-02, eta: 5 days, 0:00:43, time: 0.698, data_time: 0.002, memory: 5237, top1_acc: 0.1875, top5_acc: 0.4172, loss_cls: 3.8707, loss: 3.8707, grad_norm: 1.8058 2020-07-24 06:05:20,694 - mmaction - INFO - Epoch [18][240/3757] lr: 9.782e-02, eta: 5 days, 0:00:26, time: 0.693, data_time: 0.002, memory: 5237, top1_acc: 0.1594, top5_acc: 0.3820, loss_cls: 4.0239, loss: 4.0239, grad_norm: 1.8451 2020-07-24 06:05:33,964 - mmaction - INFO - Epoch [18][260/3757] lr: 9.782e-02, eta: 5 days, 0:00:04, time: 0.664, data_time: 0.002, memory: 5237, top1_acc: 0.1742, top5_acc: 0.3867, loss_cls: 4.0827, loss: 4.0827, grad_norm: 1.8029 2020-07-24 06:05:47,056 - mmaction - INFO - Epoch [18][280/3757] lr: 9.782e-02, eta: 4 days, 23:59:40, time: 0.654, data_time: 0.001, memory: 5237, top1_acc: 0.1812, top5_acc: 0.4172, loss_cls: 3.8523, loss: 3.8523, grad_norm: 1.7993 2020-07-24 06:06:00,921 - mmaction - INFO - Epoch [18][300/3757] lr: 9.782e-02, eta: 4 days, 23:59:24, time: 0.693, data_time: 0.002, memory: 5237, top1_acc: 0.1914, top5_acc: 0.3953, loss_cls: 3.9622, loss: 3.9622, grad_norm: 1.8533 2020-07-24 06:06:13,620 - mmaction - INFO - Epoch [18][320/3757] lr: 9.782e-02, eta: 4 days, 23:58:56, time: 0.635, data_time: 0.003, memory: 5237, top1_acc: 0.1953, top5_acc: 0.4125, loss_cls: 3.9988, loss: 3.9988, grad_norm: 1.7907 2020-07-24 06:06:26,958 - mmaction - INFO - Epoch [18][340/3757] lr: 9.782e-02, eta: 4 days, 23:58:35, time: 0.667, data_time: 0.002, memory: 5237, top1_acc: 0.1883, top5_acc: 0.3930, loss_cls: 3.9669, loss: 3.9669, grad_norm: 1.8039 2020-07-24 06:06:40,266 - mmaction - INFO - Epoch [18][360/3757] lr: 9.782e-02, eta: 4 days, 23:58:13, time: 0.665, data_time: 0.002, memory: 5237, top1_acc: 0.1820, top5_acc: 0.3930, loss_cls: 4.0079, loss: 4.0079, grad_norm: 1.7743 2020-07-24 06:06:53,562 - mmaction - INFO - Epoch [18][380/3757] lr: 9.782e-02, eta: 4 days, 23:57:51, time: 0.665, data_time: 0.002, memory: 5237, top1_acc: 0.1852, top5_acc: 0.3883, loss_cls: 4.0195, loss: 4.0195, grad_norm: 1.7877 2020-07-24 06:07:07,775 - mmaction - INFO - Epoch [18][400/3757] lr: 9.782e-02, eta: 4 days, 23:57:38, time: 0.711, data_time: 0.001, memory: 5237, top1_acc: 0.1875, top5_acc: 0.4070, loss_cls: 3.9962, loss: 3.9962, grad_norm: 1.8010 2020-07-24 06:07:20,513 - mmaction - INFO - Epoch [18][420/3757] lr: 9.782e-02, eta: 4 days, 23:57:11, time: 0.636, data_time: 0.002, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4008, loss_cls: 3.9739, loss: 3.9739, grad_norm: 1.7848 2020-07-24 06:07:34,145 - mmaction - INFO - Epoch [18][440/3757] lr: 9.782e-02, eta: 4 days, 23:56:52, time: 0.681, data_time: 0.002, memory: 5237, top1_acc: 0.1859, top5_acc: 0.4258, loss_cls: 3.9066, loss: 3.9066, grad_norm: 1.8289 2020-07-24 06:07:47,788 - mmaction - INFO - Epoch [18][460/3757] lr: 9.782e-02, eta: 4 days, 23:56:33, time: 0.682, data_time: 0.002, memory: 5237, top1_acc: 0.2055, top5_acc: 0.4023, loss_cls: 3.8937, loss: 3.8937, grad_norm: 1.8528 2020-07-24 06:08:00,151 - mmaction - INFO - Epoch [18][480/3757] lr: 9.782e-02, eta: 4 days, 23:56:03, time: 0.618, data_time: 0.002, memory: 5237, top1_acc: 0.1734, top5_acc: 0.3773, loss_cls: 3.9964, loss: 3.9964, grad_norm: 1.7803 2020-07-24 06:08:12,682 - mmaction - INFO - Epoch [18][500/3757] lr: 9.782e-02, eta: 4 days, 23:55:33, time: 0.627, data_time: 0.002, memory: 5237, top1_acc: 0.1648, top5_acc: 0.4180, loss_cls: 3.8961, loss: 3.8961, grad_norm: 1.8552 2020-07-24 06:08:25,461 - mmaction - INFO - Epoch [18][520/3757] lr: 9.782e-02, eta: 4 days, 23:55:07, time: 0.638, data_time: 0.001, memory: 5237, top1_acc: 0.1641, top5_acc: 0.3766, loss_cls: 4.0387, loss: 4.0387, grad_norm: 1.7943 2020-07-24 06:08:38,094 - mmaction - INFO - Epoch [18][540/3757] lr: 9.782e-02, eta: 4 days, 23:54:39, time: 0.633, data_time: 0.003, memory: 5237, top1_acc: 0.1844, top5_acc: 0.4078, loss_cls: 3.8819, loss: 3.8819, grad_norm: 1.7452 2020-07-24 06:08:53,355 - mmaction - INFO - Epoch [18][560/3757] lr: 9.782e-02, eta: 4 days, 23:54:35, time: 0.763, data_time: 0.002, memory: 5237, top1_acc: 0.1789, top5_acc: 0.4172, loss_cls: 3.9537, loss: 3.9537, grad_norm: 1.8620 2020-07-24 06:09:06,742 - mmaction - INFO - Epoch [18][580/3757] lr: 9.782e-02, eta: 4 days, 23:54:14, time: 0.669, data_time: 0.001, memory: 5237, top1_acc: 0.1805, top5_acc: 0.4039, loss_cls: 3.9388, loss: 3.9388, grad_norm: 1.8406 2020-07-24 06:09:20,192 - mmaction - INFO - Epoch [18][600/3757] lr: 9.782e-02, eta: 4 days, 23:53:54, time: 0.672, data_time: 0.002, memory: 5237, top1_acc: 0.1922, top5_acc: 0.4195, loss_cls: 3.9360, loss: 3.9360, grad_norm: 1.8232 2020-07-24 06:09:34,116 - mmaction - INFO - Epoch [18][620/3757] lr: 9.782e-02, eta: 4 days, 23:53:38, time: 0.695, data_time: 0.002, memory: 5237, top1_acc: 0.1688, top5_acc: 0.3945, loss_cls: 4.0106, loss: 4.0106, grad_norm: 1.7704 2020-07-24 06:09:46,907 - mmaction - INFO - Epoch [18][640/3757] lr: 9.782e-02, eta: 4 days, 23:53:11, time: 0.640, data_time: 0.003, memory: 5237, top1_acc: 0.1891, top5_acc: 0.4070, loss_cls: 3.9056, loss: 3.9056, grad_norm: 1.8048 2020-07-24 06:10:02,661 - mmaction - INFO - Epoch [18][660/3757] lr: 9.782e-02, eta: 4 days, 23:53:13, time: 0.788, data_time: 0.002, memory: 5237, top1_acc: 0.1664, top5_acc: 0.4148, loss_cls: 4.0021, loss: 4.0021, grad_norm: 1.8314 2020-07-24 06:10:15,116 - mmaction - INFO - Epoch [18][680/3757] lr: 9.782e-02, eta: 4 days, 23:52:43, time: 0.622, data_time: 0.002, memory: 5237, top1_acc: 0.1633, top5_acc: 0.3719, loss_cls: 4.1543, loss: 4.1543, grad_norm: 1.8253 2020-07-24 06:10:28,050 - mmaction - INFO - Epoch [18][700/3757] lr: 9.782e-02, eta: 4 days, 23:52:18, time: 0.648, data_time: 0.003, memory: 5237, top1_acc: 0.1750, top5_acc: 0.3992, loss_cls: 4.0022, loss: 4.0022, grad_norm: 1.7611 2020-07-24 06:10:42,125 - mmaction - INFO - Epoch [18][720/3757] lr: 9.782e-02, eta: 4 days, 23:52:03, time: 0.703, data_time: 0.001, memory: 5237, top1_acc: 0.1820, top5_acc: 0.4078, loss_cls: 3.9679, loss: 3.9679, grad_norm: 1.8160 2020-07-24 06:10:54,669 - mmaction - INFO - Epoch [18][740/3757] lr: 9.782e-02, eta: 4 days, 23:51:35, time: 0.628, data_time: 0.002, memory: 5237, top1_acc: 0.1719, top5_acc: 0.4102, loss_cls: 4.0135, loss: 4.0135, grad_norm: 1.8483 2020-07-24 06:11:07,041 - mmaction - INFO - Epoch [18][760/3757] lr: 9.782e-02, eta: 4 days, 23:51:04, time: 0.618, data_time: 0.001, memory: 5237, top1_acc: 0.1812, top5_acc: 0.3922, loss_cls: 4.0057, loss: 4.0057, grad_norm: 1.8333 2020-07-24 06:11:21,257 - mmaction - INFO - Epoch [18][780/3757] lr: 9.782e-02, eta: 4 days, 23:50:51, time: 0.711, data_time: 0.002, memory: 5237, top1_acc: 0.1875, top5_acc: 0.4117, loss_cls: 4.0150, loss: 4.0150, grad_norm: 1.8149 2020-07-24 06:11:35,133 - mmaction - INFO - Epoch [18][800/3757] lr: 9.782e-02, eta: 4 days, 23:50:35, time: 0.694, data_time: 0.002, memory: 5237, top1_acc: 0.1719, top5_acc: 0.3891, loss_cls: 4.0130, loss: 4.0130, grad_norm: 1.7949 2020-07-24 06:11:48,182 - mmaction - INFO - Epoch [18][820/3757] lr: 9.782e-02, eta: 4 days, 23:50:10, time: 0.652, data_time: 0.001, memory: 5237, top1_acc: 0.1750, top5_acc: 0.4148, loss_cls: 3.9467, loss: 3.9467, grad_norm: 1.8311 2020-07-24 06:12:01,825 - mmaction - INFO - Epoch [18][840/3757] lr: 9.782e-02, eta: 4 days, 23:49:52, time: 0.682, data_time: 0.002, memory: 5237, top1_acc: 0.1727, top5_acc: 0.4000, loss_cls: 3.9363, loss: 3.9363, grad_norm: 1.8240 2020-07-24 06:12:14,956 - mmaction - INFO - Epoch [18][860/3757] lr: 9.782e-02, eta: 4 days, 23:49:29, time: 0.656, data_time: 0.002, memory: 5237, top1_acc: 0.2094, top5_acc: 0.4297, loss_cls: 3.8186, loss: 3.8186, grad_norm: 1.8291 2020-07-24 06:12:29,156 - mmaction - INFO - Epoch [18][880/3757] lr: 9.782e-02, eta: 4 days, 23:49:15, time: 0.710, data_time: 0.001, memory: 5237, top1_acc: 0.1922, top5_acc: 0.4227, loss_cls: 3.8530, loss: 3.8530, grad_norm: 1.8516 2020-07-24 06:12:43,222 - mmaction - INFO - Epoch [18][900/3757] lr: 9.782e-02, eta: 4 days, 23:49:01, time: 0.703, data_time: 0.002, memory: 5237, top1_acc: 0.1750, top5_acc: 0.3719, loss_cls: 4.0374, loss: 4.0374, grad_norm: 1.8209 2020-07-24 06:12:56,803 - mmaction - INFO - Epoch [18][920/3757] lr: 9.782e-02, eta: 4 days, 23:48:42, time: 0.679, data_time: 0.002, memory: 5237, top1_acc: 0.1789, top5_acc: 0.4008, loss_cls: 4.0126, loss: 4.0126, grad_norm: 1.8266 2020-07-24 06:13:10,190 - mmaction - INFO - Epoch [18][940/3757] lr: 9.782e-02, eta: 4 days, 23:48:21, time: 0.670, data_time: 0.001, memory: 5237, top1_acc: 0.1852, top5_acc: 0.3961, loss_cls: 3.9781, loss: 3.9781, grad_norm: 1.8344 2020-07-24 06:13:23,428 - mmaction - INFO - Epoch [18][960/3757] lr: 9.782e-02, eta: 4 days, 23:47:58, time: 0.661, data_time: 0.001, memory: 5237, top1_acc: 0.1805, top5_acc: 0.4297, loss_cls: 3.8767, loss: 3.8767, grad_norm: 1.8287 2020-07-24 06:13:37,519 - mmaction - INFO - Epoch [18][980/3757] lr: 9.782e-02, eta: 4 days, 23:47:44, time: 0.705, data_time: 0.002, memory: 5237, top1_acc: 0.1828, top5_acc: 0.4117, loss_cls: 3.9524, loss: 3.9524, grad_norm: 1.8279 2020-07-24 06:13:50,323 - mmaction - INFO - Epoch [18][1000/3757] lr: 9.782e-02, eta: 4 days, 23:47:18, time: 0.640, data_time: 0.002, memory: 5237, top1_acc: 0.1539, top5_acc: 0.3984, loss_cls: 4.0387, loss: 4.0387, grad_norm: 1.8068 2020-07-24 06:14:04,763 - mmaction - INFO - Epoch [18][1020/3757] lr: 9.782e-02, eta: 4 days, 23:47:07, time: 0.723, data_time: 0.002, memory: 5237, top1_acc: 0.1844, top5_acc: 0.4016, loss_cls: 3.9984, loss: 3.9984, grad_norm: 1.8436 2020-07-24 06:14:18,672 - mmaction - INFO - Epoch [18][1040/3757] lr: 9.782e-02, eta: 4 days, 23:46:51, time: 0.695, data_time: 0.001, memory: 5237, top1_acc: 0.1570, top5_acc: 0.3875, loss_cls: 4.0132, loss: 4.0132, grad_norm: 1.8113 2020-07-24 06:14:30,996 - mmaction - INFO - Epoch [18][1060/3757] lr: 9.782e-02, eta: 4 days, 23:46:20, time: 0.616, data_time: 0.002, memory: 5237, top1_acc: 0.1875, top5_acc: 0.3992, loss_cls: 3.9764, loss: 3.9764, grad_norm: 1.7900 2020-07-24 06:14:43,839 - mmaction - INFO - Epoch [18][1080/3757] lr: 9.782e-02, eta: 4 days, 23:45:54, time: 0.642, data_time: 0.002, memory: 5237, top1_acc: 0.1758, top5_acc: 0.3914, loss_cls: 4.0318, loss: 4.0318, grad_norm: 1.8570 2020-07-24 06:14:57,743 - mmaction - INFO - Epoch [18][1100/3757] lr: 9.782e-02, eta: 4 days, 23:45:38, time: 0.695, data_time: 0.002, memory: 5237, top1_acc: 0.1781, top5_acc: 0.4039, loss_cls: 3.9420, loss: 3.9420, grad_norm: 1.8152 2020-07-24 06:15:11,371 - mmaction - INFO - Epoch [18][1120/3757] lr: 9.782e-02, eta: 4 days, 23:45:19, time: 0.682, data_time: 0.003, memory: 5237, top1_acc: 0.1812, top5_acc: 0.4094, loss_cls: 3.9731, loss: 3.9731, grad_norm: 1.8040 2020-07-24 06:15:24,139 - mmaction - INFO - Epoch [18][1140/3757] lr: 9.782e-02, eta: 4 days, 23:44:53, time: 0.639, data_time: 0.001, memory: 5237, top1_acc: 0.1570, top5_acc: 0.3930, loss_cls: 4.0564, loss: 4.0564, grad_norm: 1.8124 2020-07-24 06:15:37,378 - mmaction - INFO - Epoch [18][1160/3757] lr: 9.782e-02, eta: 4 days, 23:44:30, time: 0.662, data_time: 0.001, memory: 5237, top1_acc: 0.1844, top5_acc: 0.4016, loss_cls: 3.9219, loss: 3.9219, grad_norm: 1.7904 2020-07-24 06:15:51,080 - mmaction - INFO - Epoch [18][1180/3757] lr: 9.782e-02, eta: 4 days, 23:44:13, time: 0.685, data_time: 0.002, memory: 5237, top1_acc: 0.1633, top5_acc: 0.3961, loss_cls: 4.0339, loss: 4.0339, grad_norm: 1.8233 2020-07-24 06:16:04,994 - mmaction - INFO - Epoch [18][1200/3757] lr: 9.782e-02, eta: 4 days, 23:43:57, time: 0.695, data_time: 0.002, memory: 5237, top1_acc: 0.1797, top5_acc: 0.3961, loss_cls: 4.0057, loss: 4.0057, grad_norm: 1.7625 2020-07-24 06:16:18,462 - mmaction - INFO - Epoch [18][1220/3757] lr: 9.782e-02, eta: 4 days, 23:43:37, time: 0.674, data_time: 0.002, memory: 5237, top1_acc: 0.1797, top5_acc: 0.3961, loss_cls: 3.9983, loss: 3.9983, grad_norm: 1.7860 2020-07-24 06:16:30,915 - mmaction - INFO - Epoch [18][1240/3757] lr: 9.782e-02, eta: 4 days, 23:43:07, time: 0.623, data_time: 0.002, memory: 5237, top1_acc: 0.1680, top5_acc: 0.3727, loss_cls: 4.0520, loss: 4.0520, grad_norm: 1.8153 2020-07-24 06:16:45,964 - mmaction - INFO - Epoch [18][1260/3757] lr: 9.782e-02, eta: 4 days, 23:43:02, time: 0.752, data_time: 0.002, memory: 5237, top1_acc: 0.1742, top5_acc: 0.3867, loss_cls: 3.9759, loss: 3.9759, grad_norm: 1.7569 2020-07-24 06:17:01,293 - mmaction - INFO - Epoch [18][1280/3757] lr: 9.782e-02, eta: 4 days, 23:42:59, time: 0.767, data_time: 0.003, memory: 5237, top1_acc: 0.1789, top5_acc: 0.3977, loss_cls: 3.9576, loss: 3.9576, grad_norm: 1.8046 2020-07-24 06:17:18,147 - mmaction - INFO - Epoch [18][1300/3757] lr: 9.782e-02, eta: 4 days, 23:43:11, time: 0.842, data_time: 0.001, memory: 5237, top1_acc: 0.1797, top5_acc: 0.3820, loss_cls: 4.0043, loss: 4.0043, grad_norm: 1.7569 2020-07-24 06:17:32,128 - mmaction - INFO - Epoch [18][1320/3757] lr: 9.782e-02, eta: 4 days, 23:42:55, time: 0.699, data_time: 0.002, memory: 5237, top1_acc: 0.1633, top5_acc: 0.3867, loss_cls: 4.0280, loss: 4.0280, grad_norm: 1.8012 2020-07-24 06:17:45,140 - mmaction - INFO - Epoch [18][1340/3757] lr: 9.782e-02, eta: 4 days, 23:42:31, time: 0.650, data_time: 0.001, memory: 5237, top1_acc: 0.1883, top5_acc: 0.4023, loss_cls: 3.9162, loss: 3.9162, grad_norm: 1.8207 2020-07-24 06:17:58,103 - mmaction - INFO - Epoch [18][1360/3757] lr: 9.782e-02, eta: 4 days, 23:42:06, time: 0.649, data_time: 0.002, memory: 5237, top1_acc: 0.1836, top5_acc: 0.4000, loss_cls: 3.9526, loss: 3.9526, grad_norm: 1.7637 2020-07-24 06:18:11,105 - mmaction - INFO - Epoch [18][1380/3757] lr: 9.782e-02, eta: 4 days, 23:41:42, time: 0.649, data_time: 0.001, memory: 5237, top1_acc: 0.1758, top5_acc: 0.3937, loss_cls: 3.9865, loss: 3.9865, grad_norm: 1.7789 2020-07-24 06:18:24,386 - mmaction - INFO - Epoch [18][1400/3757] lr: 9.782e-02, eta: 4 days, 23:41:20, time: 0.665, data_time: 0.002, memory: 5237, top1_acc: 0.1844, top5_acc: 0.4148, loss_cls: 3.9376, loss: 3.9376, grad_norm: 1.7754 2020-07-24 06:18:37,004 - mmaction - INFO - Epoch [18][1420/3757] lr: 9.782e-02, eta: 4 days, 23:40:52, time: 0.630, data_time: 0.001, memory: 5237, top1_acc: 0.1766, top5_acc: 0.3977, loss_cls: 3.9882, loss: 3.9882, grad_norm: 1.8320 2020-07-24 06:18:50,269 - mmaction - INFO - Epoch [18][1440/3757] lr: 9.782e-02, eta: 4 days, 23:40:30, time: 0.664, data_time: 0.002, memory: 5237, top1_acc: 0.1836, top5_acc: 0.3875, loss_cls: 3.9584, loss: 3.9584, grad_norm: 1.7373 2020-07-24 06:19:03,878 - mmaction - INFO - Epoch [18][1460/3757] lr: 9.782e-02, eta: 4 days, 23:40:11, time: 0.680, data_time: 0.002, memory: 5237, top1_acc: 0.1781, top5_acc: 0.3859, loss_cls: 4.0020, loss: 4.0020, grad_norm: 1.8206 2020-07-24 06:19:16,750 - mmaction - INFO - Epoch [18][1480/3757] lr: 9.782e-02, eta: 4 days, 23:39:45, time: 0.642, data_time: 0.001, memory: 5237, top1_acc: 0.1805, top5_acc: 0.4062, loss_cls: 3.9017, loss: 3.9017, grad_norm: 1.7998 2020-07-24 06:19:29,455 - mmaction - INFO - Epoch [18][1500/3757] lr: 9.782e-02, eta: 4 days, 23:39:19, time: 0.637, data_time: 0.004, memory: 5237, top1_acc: 0.1898, top5_acc: 0.4180, loss_cls: 3.9184, loss: 3.9184, grad_norm: 1.7958 2020-07-24 06:19:42,308 - mmaction - INFO - Epoch [18][1520/3757] lr: 9.782e-02, eta: 4 days, 23:38:53, time: 0.643, data_time: 0.002, memory: 5237, top1_acc: 0.1906, top5_acc: 0.3953, loss_cls: 4.0342, loss: 4.0342, grad_norm: 1.8251 2020-07-24 06:19:55,779 - mmaction - INFO - Epoch [18][1540/3757] lr: 9.782e-02, eta: 4 days, 23:38:33, time: 0.673, data_time: 0.002, memory: 5237, top1_acc: 0.1781, top5_acc: 0.4117, loss_cls: 3.9667, loss: 3.9667, grad_norm: 1.8269 2020-07-24 06:20:08,982 - mmaction - INFO - Epoch [18][1560/3757] lr: 9.782e-02, eta: 4 days, 23:38:10, time: 0.660, data_time: 0.002, memory: 5237, top1_acc: 0.1609, top5_acc: 0.3758, loss_cls: 4.0473, loss: 4.0473, grad_norm: 1.7981 2020-07-24 06:20:21,698 - mmaction - INFO - Epoch [18][1580/3757] lr: 9.782e-02, eta: 4 days, 23:37:43, time: 0.637, data_time: 0.002, memory: 5237, top1_acc: 0.1672, top5_acc: 0.4000, loss_cls: 4.0037, loss: 4.0037, grad_norm: 1.7881 2020-07-24 06:20:35,330 - mmaction - INFO - Epoch [18][1600/3757] lr: 9.782e-02, eta: 4 days, 23:37:25, time: 0.681, data_time: 0.001, memory: 5237, top1_acc: 0.1703, top5_acc: 0.4008, loss_cls: 4.0268, loss: 4.0268, grad_norm: 1.8492 2020-07-24 06:20:48,444 - mmaction - INFO - Epoch [18][1620/3757] lr: 9.782e-02, eta: 4 days, 23:37:02, time: 0.656, data_time: 0.002, memory: 5237, top1_acc: 0.1766, top5_acc: 0.3914, loss_cls: 4.0527, loss: 4.0527, grad_norm: 1.7955 2020-07-24 06:21:02,951 - mmaction - INFO - Epoch [18][1640/3757] lr: 9.782e-02, eta: 4 days, 23:36:51, time: 0.725, data_time: 0.001, memory: 5237, top1_acc: 0.1719, top5_acc: 0.3922, loss_cls: 4.0925, loss: 4.0925, grad_norm: 1.7803 2020-07-24 06:21:17,649 - mmaction - INFO - Epoch [18][1660/3757] lr: 9.782e-02, eta: 4 days, 23:36:43, time: 0.735, data_time: 0.001, memory: 5237, top1_acc: 0.1781, top5_acc: 0.3852, loss_cls: 4.0592, loss: 4.0592, grad_norm: 1.7884 2020-07-24 06:21:31,679 - mmaction - INFO - Epoch [18][1680/3757] lr: 9.782e-02, eta: 4 days, 23:36:28, time: 0.701, data_time: 0.002, memory: 5237, top1_acc: 0.1469, top5_acc: 0.3703, loss_cls: 4.0800, loss: 4.0800, grad_norm: 1.7773 2020-07-24 06:21:43,996 - mmaction - INFO - Epoch [18][1700/3757] lr: 9.782e-02, eta: 4 days, 23:35:57, time: 0.615, data_time: 0.001, memory: 5237, top1_acc: 0.1844, top5_acc: 0.3945, loss_cls: 3.9420, loss: 3.9420, grad_norm: 1.7908 2020-07-24 06:21:57,217 - mmaction - INFO - Epoch [18][1720/3757] lr: 9.782e-02, eta: 4 days, 23:35:35, time: 0.662, data_time: 0.003, memory: 5237, top1_acc: 0.1477, top5_acc: 0.3937, loss_cls: 4.0605, loss: 4.0605, grad_norm: 1.8107 2020-07-24 06:22:12,055 - mmaction - INFO - Epoch [18][1740/3757] lr: 9.782e-02, eta: 4 days, 23:35:28, time: 0.741, data_time: 0.001, memory: 5237, top1_acc: 0.1812, top5_acc: 0.4062, loss_cls: 3.9150, loss: 3.9150, grad_norm: 1.8277 2020-07-24 06:22:24,981 - mmaction - INFO - Epoch [18][1760/3757] lr: 9.782e-02, eta: 4 days, 23:35:02, time: 0.646, data_time: 0.002, memory: 5237, top1_acc: 0.1711, top5_acc: 0.3969, loss_cls: 4.0038, loss: 4.0038, grad_norm: 1.8332 2020-07-24 06:22:38,808 - mmaction - INFO - Epoch [18][1780/3757] lr: 9.782e-02, eta: 4 days, 23:34:46, time: 0.692, data_time: 0.003, memory: 5237, top1_acc: 0.1898, top5_acc: 0.3984, loss_cls: 3.9158, loss: 3.9158, grad_norm: 1.8267 2020-07-24 06:22:51,406 - mmaction - INFO - Epoch [18][1800/3757] lr: 9.782e-02, eta: 4 days, 23:34:18, time: 0.629, data_time: 0.001, memory: 5237, top1_acc: 0.1734, top5_acc: 0.3883, loss_cls: 3.9998, loss: 3.9998, grad_norm: 1.8863 2020-07-24 06:23:05,734 - mmaction - INFO - Epoch [18][1820/3757] lr: 9.782e-02, eta: 4 days, 23:34:06, time: 0.718, data_time: 0.003, memory: 5237, top1_acc: 0.1805, top5_acc: 0.4078, loss_cls: 3.9828, loss: 3.9828, grad_norm: 1.8041 2020-07-24 06:23:19,174 - mmaction - INFO - Epoch [18][1840/3757] lr: 9.782e-02, eta: 4 days, 23:33:46, time: 0.672, data_time: 0.001, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4203, loss_cls: 3.8986, loss: 3.8986, grad_norm: 1.8059 2020-07-24 06:23:31,703 - mmaction - INFO - Epoch [18][1860/3757] lr: 9.782e-02, eta: 4 days, 23:33:17, time: 0.626, data_time: 0.001, memory: 5237, top1_acc: 0.1781, top5_acc: 0.3930, loss_cls: 3.9538, loss: 3.9538, grad_norm: 1.8760 2020-07-24 06:23:44,497 - mmaction - INFO - Epoch [18][1880/3757] lr: 9.782e-02, eta: 4 days, 23:32:51, time: 0.640, data_time: 0.002, memory: 5237, top1_acc: 0.1734, top5_acc: 0.3945, loss_cls: 4.0430, loss: 4.0430, grad_norm: 1.8702 2020-07-24 06:23:59,378 - mmaction - INFO - Epoch [18][1900/3757] lr: 9.782e-02, eta: 4 days, 23:32:44, time: 0.744, data_time: 0.001, memory: 5237, top1_acc: 0.1789, top5_acc: 0.3977, loss_cls: 4.0211, loss: 4.0211, grad_norm: 1.7927 2020-07-24 06:24:12,981 - mmaction - INFO - Epoch [18][1920/3757] lr: 9.782e-02, eta: 4 days, 23:32:25, time: 0.680, data_time: 0.002, memory: 5237, top1_acc: 0.1633, top5_acc: 0.3953, loss_cls: 4.0918, loss: 4.0918, grad_norm: 1.8371 2020-07-24 06:24:26,541 - mmaction - INFO - Epoch [18][1940/3757] lr: 9.782e-02, eta: 4 days, 23:32:06, time: 0.677, data_time: 0.002, memory: 5237, top1_acc: 0.1742, top5_acc: 0.3992, loss_cls: 3.9654, loss: 3.9654, grad_norm: 1.7674 2020-07-24 06:24:39,743 - mmaction - INFO - Epoch [18][1960/3757] lr: 9.782e-02, eta: 4 days, 23:31:44, time: 0.661, data_time: 0.003, memory: 5237, top1_acc: 0.1703, top5_acc: 0.3891, loss_cls: 3.9748, loss: 3.9748, grad_norm: 1.8130 2020-07-24 06:24:53,249 - mmaction - INFO - Epoch [18][1980/3757] lr: 9.782e-02, eta: 4 days, 23:31:24, time: 0.676, data_time: 0.002, memory: 5237, top1_acc: 0.1766, top5_acc: 0.3953, loss_cls: 4.0238, loss: 4.0238, grad_norm: 1.8712 2020-07-24 06:25:06,882 - mmaction - INFO - Epoch [18][2000/3757] lr: 9.782e-02, eta: 4 days, 23:31:06, time: 0.681, data_time: 0.002, memory: 5237, top1_acc: 0.1906, top5_acc: 0.4156, loss_cls: 3.8962, loss: 3.8962, grad_norm: 1.7528 2020-07-24 06:25:20,659 - mmaction - INFO - Epoch [18][2020/3757] lr: 9.782e-02, eta: 4 days, 23:30:49, time: 0.689, data_time: 0.002, memory: 5237, top1_acc: 0.1828, top5_acc: 0.3969, loss_cls: 3.9993, loss: 3.9993, grad_norm: 1.8400 2020-07-24 06:25:33,996 - mmaction - INFO - Epoch [18][2040/3757] lr: 9.782e-02, eta: 4 days, 23:30:27, time: 0.667, data_time: 0.003, memory: 5237, top1_acc: 0.1570, top5_acc: 0.3734, loss_cls: 4.0764, loss: 4.0764, grad_norm: 1.8749 2020-07-24 06:25:47,281 - mmaction - INFO - Epoch [18][2060/3757] lr: 9.782e-02, eta: 4 days, 23:30:06, time: 0.664, data_time: 0.002, memory: 5237, top1_acc: 0.1742, top5_acc: 0.4070, loss_cls: 3.9523, loss: 3.9523, grad_norm: 1.8068 2020-07-24 06:26:00,687 - mmaction - INFO - Epoch [18][2080/3757] lr: 9.782e-02, eta: 4 days, 23:29:45, time: 0.670, data_time: 0.003, memory: 5237, top1_acc: 0.1664, top5_acc: 0.3742, loss_cls: 4.0585, loss: 4.0585, grad_norm: 1.8122 2020-07-24 06:26:14,783 - mmaction - INFO - Epoch [18][2100/3757] lr: 9.782e-02, eta: 4 days, 23:29:31, time: 0.705, data_time: 0.003, memory: 5237, top1_acc: 0.1961, top5_acc: 0.4031, loss_cls: 3.9560, loss: 3.9560, grad_norm: 1.7858 2020-07-24 06:26:27,613 - mmaction - INFO - Epoch [18][2120/3757] lr: 9.782e-02, eta: 4 days, 23:29:05, time: 0.641, data_time: 0.001, memory: 5237, top1_acc: 0.1828, top5_acc: 0.4180, loss_cls: 3.9176, loss: 3.9176, grad_norm: 1.8590 2020-07-24 06:26:40,971 - mmaction - INFO - Epoch [18][2140/3757] lr: 9.782e-02, eta: 4 days, 23:28:45, time: 0.668, data_time: 0.002, memory: 5237, top1_acc: 0.1781, top5_acc: 0.3984, loss_cls: 3.9811, loss: 3.9811, grad_norm: 1.8621 2020-07-24 06:26:53,446 - mmaction - INFO - Epoch [18][2160/3757] lr: 9.782e-02, eta: 4 days, 23:28:15, time: 0.623, data_time: 0.001, memory: 5237, top1_acc: 0.1906, top5_acc: 0.3961, loss_cls: 3.9888, loss: 3.9888, grad_norm: 1.8559 2020-07-24 06:27:05,702 - mmaction - INFO - Epoch [18][2180/3757] lr: 9.782e-02, eta: 4 days, 23:27:44, time: 0.612, data_time: 0.002, memory: 5237, top1_acc: 0.1758, top5_acc: 0.4148, loss_cls: 3.9039, loss: 3.9039, grad_norm: 1.8569 2020-07-24 06:27:18,490 - mmaction - INFO - Epoch [18][2200/3757] lr: 9.782e-02, eta: 4 days, 23:27:18, time: 0.640, data_time: 0.002, memory: 5237, top1_acc: 0.1617, top5_acc: 0.3750, loss_cls: 4.1275, loss: 4.1275, grad_norm: 1.7958 2020-07-24 06:27:31,700 - mmaction - INFO - Epoch [18][2220/3757] lr: 9.782e-02, eta: 4 days, 23:26:56, time: 0.660, data_time: 0.002, memory: 5237, top1_acc: 0.1609, top5_acc: 0.3719, loss_cls: 4.0792, loss: 4.0792, grad_norm: 1.7448 2020-07-24 06:27:46,076 - mmaction - INFO - Epoch [18][2240/3757] lr: 9.782e-02, eta: 4 days, 23:26:44, time: 0.718, data_time: 0.001, memory: 5237, top1_acc: 0.1805, top5_acc: 0.3984, loss_cls: 3.9794, loss: 3.9794, grad_norm: 1.7801 2020-07-24 06:27:59,031 - mmaction - INFO - Epoch [18][2260/3757] lr: 9.782e-02, eta: 4 days, 23:26:19, time: 0.647, data_time: 0.002, memory: 5237, top1_acc: 0.1859, top5_acc: 0.3836, loss_cls: 4.0055, loss: 4.0055, grad_norm: 1.8526 2020-07-24 06:28:11,311 - mmaction - INFO - Epoch [18][2280/3757] lr: 9.782e-02, eta: 4 days, 23:25:49, time: 0.616, data_time: 0.003, memory: 5237, top1_acc: 0.1742, top5_acc: 0.3977, loss_cls: 4.0224, loss: 4.0224, grad_norm: 1.7917 2020-07-24 06:28:24,638 - mmaction - INFO - Epoch [18][2300/3757] lr: 9.782e-02, eta: 4 days, 23:25:28, time: 0.665, data_time: 0.001, memory: 5237, top1_acc: 0.1734, top5_acc: 0.4031, loss_cls: 3.9353, loss: 3.9353, grad_norm: 1.8478 2020-07-24 06:28:37,323 - mmaction - INFO - Epoch [18][2320/3757] lr: 9.782e-02, eta: 4 days, 23:25:01, time: 0.635, data_time: 0.002, memory: 5237, top1_acc: 0.1594, top5_acc: 0.3844, loss_cls: 3.9878, loss: 3.9878, grad_norm: 1.8135 2020-07-24 06:28:51,857 - mmaction - INFO - Epoch [18][2340/3757] lr: 9.782e-02, eta: 4 days, 23:24:51, time: 0.727, data_time: 0.002, memory: 5237, top1_acc: 0.1766, top5_acc: 0.4141, loss_cls: 3.9207, loss: 3.9207, grad_norm: 1.7780 2020-07-24 06:29:06,978 - mmaction - INFO - Epoch [18][2360/3757] lr: 9.782e-02, eta: 4 days, 23:24:46, time: 0.754, data_time: 0.002, memory: 5237, top1_acc: 0.1930, top5_acc: 0.3875, loss_cls: 3.9871, loss: 3.9871, grad_norm: 1.7993 2020-07-24 06:29:19,598 - mmaction - INFO - Epoch [18][2380/3757] lr: 9.782e-02, eta: 4 days, 23:24:18, time: 0.633, data_time: 0.003, memory: 5237, top1_acc: 0.1617, top5_acc: 0.3750, loss_cls: 4.0799, loss: 4.0799, grad_norm: 1.8274 2020-07-24 06:29:31,696 - mmaction - INFO - Epoch [18][2400/3757] lr: 9.782e-02, eta: 4 days, 23:23:46, time: 0.605, data_time: 0.001, memory: 5237, top1_acc: 0.1820, top5_acc: 0.4109, loss_cls: 3.9519, loss: 3.9519, grad_norm: 1.8429 2020-07-24 06:29:44,214 - mmaction - INFO - Epoch [18][2420/3757] lr: 9.782e-02, eta: 4 days, 23:23:17, time: 0.625, data_time: 0.001, memory: 5237, top1_acc: 0.1648, top5_acc: 0.3969, loss_cls: 4.0270, loss: 4.0270, grad_norm: 1.8003 2020-07-24 06:29:57,513 - mmaction - INFO - Epoch [18][2440/3757] lr: 9.782e-02, eta: 4 days, 23:22:56, time: 0.665, data_time: 0.003, memory: 5237, top1_acc: 0.1852, top5_acc: 0.4039, loss_cls: 3.9312, loss: 3.9312, grad_norm: 1.8032 2020-07-24 06:30:11,514 - mmaction - INFO - Epoch [18][2460/3757] lr: 9.782e-02, eta: 4 days, 23:22:41, time: 0.700, data_time: 0.001, memory: 5237, top1_acc: 0.1836, top5_acc: 0.3992, loss_cls: 4.0112, loss: 4.0112, grad_norm: 1.8423 2020-07-24 06:30:24,593 - mmaction - INFO - Epoch [18][2480/3757] lr: 9.782e-02, eta: 4 days, 23:22:17, time: 0.654, data_time: 0.002, memory: 5237, top1_acc: 0.1938, top5_acc: 0.4141, loss_cls: 3.9398, loss: 3.9398, grad_norm: 1.8003 2020-07-24 06:30:38,644 - mmaction - INFO - Epoch [18][2500/3757] lr: 9.782e-02, eta: 4 days, 23:22:03, time: 0.703, data_time: 0.002, memory: 5237, top1_acc: 0.1727, top5_acc: 0.3906, loss_cls: 4.0267, loss: 4.0267, grad_norm: 1.8399 2020-07-24 06:30:51,958 - mmaction - INFO - Epoch [18][2520/3757] lr: 9.782e-02, eta: 4 days, 23:21:42, time: 0.665, data_time: 0.002, memory: 5237, top1_acc: 0.1789, top5_acc: 0.3773, loss_cls: 4.0307, loss: 4.0307, grad_norm: 1.7999 2020-07-24 06:31:05,068 - mmaction - INFO - Epoch [18][2540/3757] lr: 9.782e-02, eta: 4 days, 23:21:19, time: 0.655, data_time: 0.002, memory: 5237, top1_acc: 0.2016, top5_acc: 0.4242, loss_cls: 3.8407, loss: 3.8407, grad_norm: 1.7552 2020-07-24 06:31:18,423 - mmaction - INFO - Epoch [18][2560/3757] lr: 9.782e-02, eta: 4 days, 23:20:58, time: 0.668, data_time: 0.002, memory: 5237, top1_acc: 0.1805, top5_acc: 0.4133, loss_cls: 3.8900, loss: 3.8900, grad_norm: 1.8112 2020-07-24 06:31:32,270 - mmaction - INFO - Epoch [18][2580/3757] lr: 9.782e-02, eta: 4 days, 23:20:41, time: 0.692, data_time: 0.002, memory: 5237, top1_acc: 0.1844, top5_acc: 0.4039, loss_cls: 3.9230, loss: 3.9230, grad_norm: 1.8316 2020-07-24 06:31:44,557 - mmaction - INFO - Epoch [18][2600/3757] lr: 9.782e-02, eta: 4 days, 23:20:11, time: 0.615, data_time: 0.002, memory: 5237, top1_acc: 0.1898, top5_acc: 0.4086, loss_cls: 3.9231, loss: 3.9231, grad_norm: 1.8178 2020-07-24 06:31:56,842 - mmaction - INFO - Epoch [18][2620/3757] lr: 9.782e-02, eta: 4 days, 23:19:40, time: 0.614, data_time: 0.001, memory: 5237, top1_acc: 0.1797, top5_acc: 0.4125, loss_cls: 3.9402, loss: 3.9402, grad_norm: 1.8896 2020-07-24 06:32:10,640 - mmaction - INFO - Epoch [18][2640/3757] lr: 9.782e-02, eta: 4 days, 23:19:23, time: 0.690, data_time: 0.002, memory: 5237, top1_acc: 0.1906, top5_acc: 0.4023, loss_cls: 3.8732, loss: 3.8732, grad_norm: 1.7901 2020-07-24 06:32:23,173 - mmaction - INFO - Epoch [18][2660/3757] lr: 9.782e-02, eta: 4 days, 23:18:55, time: 0.626, data_time: 0.002, memory: 5237, top1_acc: 0.1836, top5_acc: 0.4016, loss_cls: 3.9165, loss: 3.9165, grad_norm: 1.8529 2020-07-24 06:32:37,686 - mmaction - INFO - Epoch [18][2680/3757] lr: 9.782e-02, eta: 4 days, 23:18:45, time: 0.727, data_time: 0.002, memory: 5237, top1_acc: 0.1883, top5_acc: 0.3953, loss_cls: 4.0026, loss: 4.0026, grad_norm: 1.8393 2020-07-24 06:32:50,784 - mmaction - INFO - Epoch [18][2700/3757] lr: 9.782e-02, eta: 4 days, 23:18:22, time: 0.654, data_time: 0.001, memory: 5237, top1_acc: 0.1758, top5_acc: 0.3969, loss_cls: 3.9765, loss: 3.9765, grad_norm: 1.8463 2020-07-24 06:33:03,598 - mmaction - INFO - Epoch [18][2720/3757] lr: 9.782e-02, eta: 4 days, 23:17:56, time: 0.641, data_time: 0.002, memory: 5237, top1_acc: 0.1672, top5_acc: 0.4000, loss_cls: 4.0391, loss: 4.0391, grad_norm: 1.8780 2020-07-24 06:33:17,017 - mmaction - INFO - Epoch [18][2740/3757] lr: 9.782e-02, eta: 4 days, 23:17:36, time: 0.671, data_time: 0.001, memory: 5237, top1_acc: 0.1719, top5_acc: 0.3781, loss_cls: 4.0499, loss: 4.0499, grad_norm: 1.7890 2020-07-24 06:33:30,388 - mmaction - INFO - Epoch [18][2760/3757] lr: 9.782e-02, eta: 4 days, 23:17:15, time: 0.669, data_time: 0.001, memory: 5237, top1_acc: 0.1734, top5_acc: 0.4062, loss_cls: 4.0193, loss: 4.0193, grad_norm: 1.7746 2020-07-24 06:33:45,217 - mmaction - INFO - Epoch [18][2780/3757] lr: 9.782e-02, eta: 4 days, 23:17:08, time: 0.741, data_time: 0.002, memory: 5237, top1_acc: 0.1766, top5_acc: 0.4102, loss_cls: 4.0282, loss: 4.0282, grad_norm: 1.8553 2020-07-24 06:34:00,287 - mmaction - INFO - Epoch [18][2800/3757] lr: 9.782e-02, eta: 4 days, 23:17:02, time: 0.752, data_time: 0.002, memory: 5237, top1_acc: 0.1797, top5_acc: 0.4070, loss_cls: 3.9742, loss: 3.9742, grad_norm: 1.8396 2020-07-24 06:34:12,518 - mmaction - INFO - Epoch [18][2820/3757] lr: 9.782e-02, eta: 4 days, 23:16:32, time: 0.613, data_time: 0.003, memory: 5237, top1_acc: 0.1703, top5_acc: 0.4219, loss_cls: 3.9714, loss: 3.9714, grad_norm: 1.7926 2020-07-24 06:34:25,994 - mmaction - INFO - Epoch [18][2840/3757] lr: 9.782e-02, eta: 4 days, 23:16:12, time: 0.673, data_time: 0.001, memory: 5237, top1_acc: 0.1531, top5_acc: 0.3750, loss_cls: 4.1055, loss: 4.1055, grad_norm: 1.7813 2020-07-24 06:34:38,575 - mmaction - INFO - Epoch [18][2860/3757] lr: 9.782e-02, eta: 4 days, 23:15:44, time: 0.630, data_time: 0.002, memory: 5237, top1_acc: 0.1789, top5_acc: 0.3914, loss_cls: 3.9662, loss: 3.9662, grad_norm: 1.8004 2020-07-24 06:34:50,870 - mmaction - INFO - Epoch [18][2880/3757] lr: 9.782e-02, eta: 4 days, 23:15:13, time: 0.614, data_time: 0.001, memory: 5237, top1_acc: 0.1844, top5_acc: 0.4133, loss_cls: 3.8936, loss: 3.8936, grad_norm: 1.8386 2020-07-24 06:35:04,924 - mmaction - INFO - Epoch [18][2900/3757] lr: 9.782e-02, eta: 4 days, 23:14:59, time: 0.702, data_time: 0.002, memory: 5237, top1_acc: 0.1781, top5_acc: 0.3977, loss_cls: 4.0155, loss: 4.0155, grad_norm: 1.8285 2020-07-24 06:35:17,055 - mmaction - INFO - Epoch [18][2920/3757] lr: 9.782e-02, eta: 4 days, 23:14:27, time: 0.607, data_time: 0.003, memory: 5237, top1_acc: 0.1789, top5_acc: 0.4125, loss_cls: 4.0027, loss: 4.0027, grad_norm: 1.7729 2020-07-24 06:35:29,727 - mmaction - INFO - Epoch [18][2940/3757] lr: 9.782e-02, eta: 4 days, 23:14:00, time: 0.633, data_time: 0.002, memory: 5237, top1_acc: 0.1570, top5_acc: 0.3937, loss_cls: 4.0369, loss: 4.0369, grad_norm: 1.8444 2020-07-24 06:35:42,639 - mmaction - INFO - Epoch [18][2960/3757] lr: 9.782e-02, eta: 4 days, 23:13:35, time: 0.647, data_time: 0.003, memory: 5237, top1_acc: 0.1906, top5_acc: 0.4008, loss_cls: 4.0000, loss: 4.0000, grad_norm: 1.8172 2020-07-24 06:35:56,094 - mmaction - INFO - Epoch [18][2980/3757] lr: 9.782e-02, eta: 4 days, 23:13:16, time: 0.672, data_time: 0.001, memory: 5237, top1_acc: 0.1805, top5_acc: 0.4039, loss_cls: 3.9755, loss: 3.9755, grad_norm: 1.7991 2020-07-24 06:36:09,529 - mmaction - INFO - Epoch [18][3000/3757] lr: 9.782e-02, eta: 4 days, 23:12:56, time: 0.672, data_time: 0.002, memory: 5237, top1_acc: 0.1945, top5_acc: 0.3945, loss_cls: 3.9658, loss: 3.9658, grad_norm: 1.8245 2020-07-24 06:36:21,891 - mmaction - INFO - Epoch [18][3020/3757] lr: 9.782e-02, eta: 4 days, 23:12:26, time: 0.618, data_time: 0.002, memory: 5237, top1_acc: 0.1805, top5_acc: 0.4055, loss_cls: 4.0400, loss: 4.0400, grad_norm: 1.8967 2020-07-24 06:36:35,846 - mmaction - INFO - Epoch [18][3040/3757] lr: 9.782e-02, eta: 4 days, 23:12:11, time: 0.698, data_time: 0.002, memory: 5237, top1_acc: 0.1977, top5_acc: 0.4328, loss_cls: 3.8927, loss: 3.8927, grad_norm: 1.8525 2020-07-24 06:36:48,175 - mmaction - INFO - Epoch [18][3060/3757] lr: 9.782e-02, eta: 4 days, 23:11:40, time: 0.616, data_time: 0.001, memory: 5237, top1_acc: 0.1781, top5_acc: 0.3953, loss_cls: 3.9568, loss: 3.9568, grad_norm: 1.8361 2020-07-24 06:37:00,519 - mmaction - INFO - Epoch [18][3080/3757] lr: 9.782e-02, eta: 4 days, 23:11:10, time: 0.617, data_time: 0.001, memory: 5237, top1_acc: 0.1867, top5_acc: 0.3937, loss_cls: 3.9766, loss: 3.9766, grad_norm: 1.8850 2020-07-24 06:37:13,021 - mmaction - INFO - Epoch [18][3100/3757] lr: 9.782e-02, eta: 4 days, 23:10:42, time: 0.625, data_time: 0.002, memory: 5237, top1_acc: 0.1719, top5_acc: 0.3688, loss_cls: 4.0479, loss: 4.0479, grad_norm: 1.8038 2020-07-24 06:37:25,710 - mmaction - INFO - Epoch [18][3120/3757] lr: 9.782e-02, eta: 4 days, 23:10:15, time: 0.634, data_time: 0.001, memory: 5237, top1_acc: 0.1812, top5_acc: 0.3781, loss_cls: 4.0315, loss: 4.0315, grad_norm: 1.8362 2020-07-24 06:37:38,984 - mmaction - INFO - Epoch [18][3140/3757] lr: 9.782e-02, eta: 4 days, 23:09:54, time: 0.662, data_time: 0.002, memory: 5237, top1_acc: 0.1867, top5_acc: 0.3922, loss_cls: 3.9701, loss: 3.9701, grad_norm: 1.8489 2020-07-24 06:37:52,734 - mmaction - INFO - Epoch [18][3160/3757] lr: 9.782e-02, eta: 4 days, 23:09:37, time: 0.688, data_time: 0.003, memory: 5237, top1_acc: 0.1734, top5_acc: 0.4008, loss_cls: 3.9640, loss: 3.9640, grad_norm: 1.8222 2020-07-24 06:38:05,455 - mmaction - INFO - Epoch [18][3180/3757] lr: 9.782e-02, eta: 4 days, 23:09:10, time: 0.637, data_time: 0.003, memory: 5237, top1_acc: 0.1609, top5_acc: 0.3711, loss_cls: 4.0305, loss: 4.0305, grad_norm: 1.7930 2020-07-24 06:38:18,016 - mmaction - INFO - Epoch [18][3200/3757] lr: 9.782e-02, eta: 4 days, 23:08:42, time: 0.628, data_time: 0.003, memory: 5237, top1_acc: 0.1820, top5_acc: 0.3977, loss_cls: 4.0405, loss: 4.0405, grad_norm: 1.8232 2020-07-24 06:38:30,519 - mmaction - INFO - Epoch [18][3220/3757] lr: 9.782e-02, eta: 4 days, 23:08:14, time: 0.626, data_time: 0.002, memory: 5237, top1_acc: 0.1992, top5_acc: 0.4156, loss_cls: 3.9578, loss: 3.9578, grad_norm: 1.7656 2020-07-24 06:38:44,137 - mmaction - INFO - Epoch [18][3240/3757] lr: 9.782e-02, eta: 4 days, 23:07:56, time: 0.681, data_time: 0.001, memory: 5237, top1_acc: 0.1742, top5_acc: 0.3883, loss_cls: 4.0313, loss: 4.0313, grad_norm: 1.8010 2020-07-24 06:38:56,506 - mmaction - INFO - Epoch [18][3260/3757] lr: 9.782e-02, eta: 4 days, 23:07:26, time: 0.618, data_time: 0.002, memory: 5237, top1_acc: 0.1859, top5_acc: 0.3891, loss_cls: 3.9768, loss: 3.9768, grad_norm: 1.7756 2020-07-24 06:39:09,559 - mmaction - INFO - Epoch [18][3280/3757] lr: 9.782e-02, eta: 4 days, 23:07:03, time: 0.652, data_time: 0.002, memory: 5237, top1_acc: 0.1797, top5_acc: 0.3883, loss_cls: 4.0223, loss: 4.0223, grad_norm: 1.8312 2020-07-24 06:39:23,533 - mmaction - INFO - Epoch [18][3300/3757] lr: 9.782e-02, eta: 4 days, 23:06:48, time: 0.699, data_time: 0.002, memory: 5237, top1_acc: 0.1773, top5_acc: 0.4008, loss_cls: 3.8804, loss: 3.8804, grad_norm: 1.7973 2020-07-24 06:39:37,503 - mmaction - INFO - Epoch [18][3320/3757] lr: 9.782e-02, eta: 4 days, 23:06:32, time: 0.698, data_time: 0.002, memory: 5237, top1_acc: 0.1812, top5_acc: 0.4055, loss_cls: 3.9872, loss: 3.9872, grad_norm: 1.9236 2020-07-24 06:39:50,046 - mmaction - INFO - Epoch [18][3340/3757] lr: 9.782e-02, eta: 4 days, 23:06:04, time: 0.627, data_time: 0.002, memory: 5237, top1_acc: 0.1625, top5_acc: 0.3961, loss_cls: 4.0598, loss: 4.0598, grad_norm: 1.8632 2020-07-24 06:40:02,494 - mmaction - INFO - Epoch [18][3360/3757] lr: 9.782e-02, eta: 4 days, 23:05:36, time: 0.622, data_time: 0.002, memory: 5237, top1_acc: 0.1773, top5_acc: 0.3758, loss_cls: 4.0654, loss: 4.0654, grad_norm: 1.7674 2020-07-24 06:40:16,485 - mmaction - INFO - Epoch [18][3380/3757] lr: 9.782e-02, eta: 4 days, 23:05:20, time: 0.699, data_time: 0.002, memory: 5237, top1_acc: 0.1734, top5_acc: 0.3812, loss_cls: 4.0033, loss: 4.0033, grad_norm: 1.7639 2020-07-24 06:40:30,915 - mmaction - INFO - Epoch [18][3400/3757] lr: 9.782e-02, eta: 4 days, 23:05:10, time: 0.723, data_time: 0.003, memory: 5237, top1_acc: 0.1555, top5_acc: 0.3633, loss_cls: 4.1124, loss: 4.1124, grad_norm: 1.7886 2020-07-24 06:40:44,913 - mmaction - INFO - Epoch [18][3420/3757] lr: 9.782e-02, eta: 4 days, 23:04:55, time: 0.700, data_time: 0.001, memory: 5237, top1_acc: 0.1992, top5_acc: 0.4172, loss_cls: 3.8912, loss: 3.8912, grad_norm: 1.8226 2020-07-24 06:40:58,783 - mmaction - INFO - Epoch [18][3440/3757] lr: 9.782e-02, eta: 4 days, 23:04:39, time: 0.693, data_time: 0.001, memory: 5237, top1_acc: 0.1961, top5_acc: 0.4211, loss_cls: 3.9571, loss: 3.9571, grad_norm: 1.8604 2020-07-24 06:41:11,328 - mmaction - INFO - Epoch [18][3460/3757] lr: 9.782e-02, eta: 4 days, 23:04:11, time: 0.627, data_time: 0.002, memory: 5237, top1_acc: 0.1641, top5_acc: 0.3836, loss_cls: 4.0074, loss: 4.0074, grad_norm: 1.8627 2020-07-24 06:41:24,527 - mmaction - INFO - Epoch [18][3480/3757] lr: 9.782e-02, eta: 4 days, 23:03:49, time: 0.660, data_time: 0.002, memory: 5237, top1_acc: 0.1734, top5_acc: 0.4078, loss_cls: 3.9665, loss: 3.9665, grad_norm: 1.8277 2020-07-24 06:41:37,864 - mmaction - INFO - Epoch [18][3500/3757] lr: 9.782e-02, eta: 4 days, 23:03:28, time: 0.668, data_time: 0.002, memory: 5237, top1_acc: 0.1938, top5_acc: 0.4305, loss_cls: 3.8423, loss: 3.8423, grad_norm: 1.8738 2020-07-24 06:41:51,861 - mmaction - INFO - Epoch [18][3520/3757] lr: 9.782e-02, eta: 4 days, 23:03:13, time: 0.700, data_time: 0.001, memory: 5237, top1_acc: 0.1750, top5_acc: 0.3992, loss_cls: 3.9967, loss: 3.9967, grad_norm: 1.8700 2020-07-24 06:42:05,247 - mmaction - INFO - Epoch [18][3540/3757] lr: 9.782e-02, eta: 4 days, 23:02:53, time: 0.669, data_time: 0.002, memory: 5237, top1_acc: 0.1945, top5_acc: 0.3977, loss_cls: 3.9759, loss: 3.9759, grad_norm: 1.8489 2020-07-24 06:42:17,635 - mmaction - INFO - Epoch [18][3560/3757] lr: 9.782e-02, eta: 4 days, 23:02:24, time: 0.619, data_time: 0.002, memory: 5237, top1_acc: 0.1961, top5_acc: 0.4203, loss_cls: 3.9283, loss: 3.9283, grad_norm: 1.8500 2020-07-24 06:42:30,922 - mmaction - INFO - Epoch [18][3580/3757] lr: 9.782e-02, eta: 4 days, 23:02:03, time: 0.665, data_time: 0.003, memory: 5237, top1_acc: 0.1688, top5_acc: 0.3844, loss_cls: 4.0702, loss: 4.0702, grad_norm: 1.8673 2020-07-24 06:42:43,876 - mmaction - INFO - Epoch [18][3600/3757] lr: 9.782e-02, eta: 4 days, 23:01:38, time: 0.647, data_time: 0.001, memory: 5237, top1_acc: 0.1797, top5_acc: 0.3977, loss_cls: 3.9514, loss: 3.9514, grad_norm: 1.8479 2020-07-24 06:42:59,290 - mmaction - INFO - Epoch [18][3620/3757] lr: 9.782e-02, eta: 4 days, 23:01:36, time: 0.772, data_time: 0.002, memory: 5237, top1_acc: 0.1875, top5_acc: 0.4039, loss_cls: 3.9671, loss: 3.9671, grad_norm: 1.8580 2020-07-24 06:43:12,918 - mmaction - INFO - Epoch [18][3640/3757] lr: 9.782e-02, eta: 4 days, 23:01:18, time: 0.680, data_time: 0.001, memory: 5237, top1_acc: 0.1789, top5_acc: 0.4047, loss_cls: 3.9818, loss: 3.9818, grad_norm: 1.8206 2020-07-24 06:43:25,580 - mmaction - INFO - Epoch [18][3660/3757] lr: 9.782e-02, eta: 4 days, 23:00:51, time: 0.634, data_time: 0.002, memory: 5237, top1_acc: 0.1703, top5_acc: 0.3984, loss_cls: 3.9708, loss: 3.9708, grad_norm: 1.8453 2020-07-24 06:43:38,020 - mmaction - INFO - Epoch [18][3680/3757] lr: 9.782e-02, eta: 4 days, 23:00:22, time: 0.622, data_time: 0.001, memory: 5237, top1_acc: 0.1820, top5_acc: 0.4195, loss_cls: 4.0149, loss: 4.0149, grad_norm: 1.7711 2020-07-24 06:43:51,428 - mmaction - INFO - Epoch [18][3700/3757] lr: 9.782e-02, eta: 4 days, 23:00:02, time: 0.670, data_time: 0.001, memory: 5237, top1_acc: 0.1773, top5_acc: 0.3969, loss_cls: 3.9879, loss: 3.9879, grad_norm: 1.7630 2020-07-24 06:44:04,325 - mmaction - INFO - Epoch [18][3720/3757] lr: 9.782e-02, eta: 4 days, 22:59:38, time: 0.646, data_time: 0.002, memory: 5237, top1_acc: 0.1805, top5_acc: 0.3703, loss_cls: 4.0687, loss: 4.0687, grad_norm: 1.8405 2020-07-24 06:44:18,366 - mmaction - INFO - Epoch [18][3740/3757] lr: 9.782e-02, eta: 4 days, 22:59:23, time: 0.701, data_time: 0.001, memory: 5237, top1_acc: 0.1844, top5_acc: 0.4086, loss_cls: 3.9499, loss: 3.9499, grad_norm: 1.8116 2020-07-24 06:48:13,171 - mmaction - INFO - Epoch [19][20/3757] lr: 9.755e-02, eta: 4 days, 23:27:43, time: 10.893, data_time: 10.127, memory: 5237, top1_acc: 0.1992, top5_acc: 0.4039, loss_cls: 3.9570, loss: 3.9570, grad_norm: 1.8521 2020-07-24 06:48:26,986 - mmaction - INFO - Epoch [19][40/3757] lr: 9.755e-02, eta: 4 days, 23:27:26, time: 0.692, data_time: 0.028, memory: 5237, top1_acc: 0.1867, top5_acc: 0.4172, loss_cls: 3.9288, loss: 3.9288, grad_norm: 1.7750 2020-07-24 06:48:40,110 - mmaction - INFO - Epoch [19][60/3757] lr: 9.755e-02, eta: 4 days, 23:27:03, time: 0.655, data_time: 0.001, memory: 5237, top1_acc: 0.1883, top5_acc: 0.4195, loss_cls: 3.8991, loss: 3.8991, grad_norm: 1.8478 2020-07-24 06:48:53,051 - mmaction - INFO - Epoch [19][80/3757] lr: 9.755e-02, eta: 4 days, 23:26:38, time: 0.648, data_time: 0.002, memory: 5237, top1_acc: 0.1914, top5_acc: 0.4234, loss_cls: 3.9131, loss: 3.9131, grad_norm: 1.8062 2020-07-24 06:49:06,386 - mmaction - INFO - Epoch [19][100/3757] lr: 9.755e-02, eta: 4 days, 23:26:17, time: 0.667, data_time: 0.001, memory: 5237, top1_acc: 0.1789, top5_acc: 0.4141, loss_cls: 3.9891, loss: 3.9891, grad_norm: 1.8122 2020-07-24 06:49:21,300 - mmaction - INFO - Epoch [19][120/3757] lr: 9.755e-02, eta: 4 days, 23:26:10, time: 0.744, data_time: 0.002, memory: 5237, top1_acc: 0.1641, top5_acc: 0.3937, loss_cls: 3.9732, loss: 3.9732, grad_norm: 1.8817 2020-07-24 06:49:34,593 - mmaction - INFO - Epoch [19][140/3757] lr: 9.755e-02, eta: 4 days, 23:25:48, time: 0.665, data_time: 0.004, memory: 5237, top1_acc: 0.1852, top5_acc: 0.4320, loss_cls: 3.9111, loss: 3.9111, grad_norm: 1.8462 2020-07-24 06:49:48,327 - mmaction - INFO - Epoch [19][160/3757] lr: 9.755e-02, eta: 4 days, 23:25:30, time: 0.687, data_time: 0.002, memory: 5237, top1_acc: 0.1891, top5_acc: 0.4156, loss_cls: 3.8995, loss: 3.8995, grad_norm: 1.8690 2020-07-24 06:50:01,499 - mmaction - INFO - Epoch [19][180/3757] lr: 9.755e-02, eta: 4 days, 23:25:08, time: 0.659, data_time: 0.002, memory: 5237, top1_acc: 0.1617, top5_acc: 0.4078, loss_cls: 3.9711, loss: 3.9711, grad_norm: 1.8584 2020-07-24 06:50:14,556 - mmaction - INFO - Epoch [19][200/3757] lr: 9.755e-02, eta: 4 days, 23:24:44, time: 0.653, data_time: 0.002, memory: 5237, top1_acc: 0.1859, top5_acc: 0.4477, loss_cls: 3.8353, loss: 3.8353, grad_norm: 1.8868 2020-07-24 06:50:27,564 - mmaction - INFO - Epoch [19][220/3757] lr: 9.755e-02, eta: 4 days, 23:24:20, time: 0.650, data_time: 0.002, memory: 5237, top1_acc: 0.1727, top5_acc: 0.3812, loss_cls: 3.9905, loss: 3.9905, grad_norm: 1.8443 2020-07-24 06:50:41,575 - mmaction - INFO - Epoch [19][240/3757] lr: 9.755e-02, eta: 4 days, 23:24:05, time: 0.701, data_time: 0.002, memory: 5237, top1_acc: 0.1641, top5_acc: 0.3898, loss_cls: 3.9586, loss: 3.9586, grad_norm: 1.8247 2020-07-24 06:50:54,709 - mmaction - INFO - Epoch [19][260/3757] lr: 9.755e-02, eta: 4 days, 23:23:42, time: 0.657, data_time: 0.002, memory: 5237, top1_acc: 0.1805, top5_acc: 0.3898, loss_cls: 4.0271, loss: 4.0271, grad_norm: 1.8910 2020-07-24 06:51:09,195 - mmaction - INFO - Epoch [19][280/3757] lr: 9.755e-02, eta: 4 days, 23:23:30, time: 0.724, data_time: 0.002, memory: 5237, top1_acc: 0.1773, top5_acc: 0.4000, loss_cls: 3.9863, loss: 3.9863, grad_norm: 1.8011 2020-07-24 06:51:23,480 - mmaction - INFO - Epoch [19][300/3757] lr: 9.755e-02, eta: 4 days, 23:23:18, time: 0.714, data_time: 0.002, memory: 5237, top1_acc: 0.1797, top5_acc: 0.3727, loss_cls: 4.0769, loss: 4.0769, grad_norm: 1.8349 2020-07-24 06:51:36,319 - mmaction - INFO - Epoch [19][320/3757] lr: 9.755e-02, eta: 4 days, 23:22:52, time: 0.642, data_time: 0.003, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4203, loss_cls: 3.9125, loss: 3.9125, grad_norm: 1.8146 2020-07-24 06:51:49,796 - mmaction - INFO - Epoch [19][340/3757] lr: 9.755e-02, eta: 4 days, 23:22:32, time: 0.674, data_time: 0.002, memory: 5237, top1_acc: 0.1742, top5_acc: 0.4031, loss_cls: 3.9966, loss: 3.9966, grad_norm: 1.8958 2020-07-24 06:52:03,185 - mmaction - INFO - Epoch [19][360/3757] lr: 9.755e-02, eta: 4 days, 23:22:11, time: 0.670, data_time: 0.002, memory: 5237, top1_acc: 0.1617, top5_acc: 0.3758, loss_cls: 4.0632, loss: 4.0632, grad_norm: 1.8301 2020-07-24 06:52:15,350 - mmaction - INFO - Epoch [19][380/3757] lr: 9.755e-02, eta: 4 days, 23:21:40, time: 0.608, data_time: 0.002, memory: 5237, top1_acc: 0.1906, top5_acc: 0.4258, loss_cls: 3.8849, loss: 3.8849, grad_norm: 1.7348 2020-07-24 06:52:28,596 - mmaction - INFO - Epoch [19][400/3757] lr: 9.755e-02, eta: 4 days, 23:21:18, time: 0.662, data_time: 0.002, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4188, loss_cls: 3.9132, loss: 3.9132, grad_norm: 1.8094 2020-07-24 06:52:42,144 - mmaction - INFO - Epoch [19][420/3757] lr: 9.755e-02, eta: 4 days, 23:20:58, time: 0.677, data_time: 0.002, memory: 5237, top1_acc: 0.1742, top5_acc: 0.3898, loss_cls: 4.0036, loss: 4.0036, grad_norm: 1.7854 2020-07-24 06:52:55,482 - mmaction - INFO - Epoch [19][440/3757] lr: 9.755e-02, eta: 4 days, 23:20:37, time: 0.667, data_time: 0.002, memory: 5237, top1_acc: 0.1688, top5_acc: 0.3797, loss_cls: 3.9909, loss: 3.9909, grad_norm: 1.8172 2020-07-24 06:53:10,071 - mmaction - INFO - Epoch [19][460/3757] lr: 9.755e-02, eta: 4 days, 23:20:27, time: 0.730, data_time: 0.002, memory: 5237, top1_acc: 0.1781, top5_acc: 0.4023, loss_cls: 3.9870, loss: 3.9870, grad_norm: 1.8453 2020-07-24 06:53:22,952 - mmaction - INFO - Epoch [19][480/3757] lr: 9.755e-02, eta: 4 days, 23:20:02, time: 0.644, data_time: 0.002, memory: 5237, top1_acc: 0.1883, top5_acc: 0.4094, loss_cls: 3.8677, loss: 3.8677, grad_norm: 1.8274 2020-07-24 06:53:35,586 - mmaction - INFO - Epoch [19][500/3757] lr: 9.755e-02, eta: 4 days, 23:19:34, time: 0.631, data_time: 0.002, memory: 5237, top1_acc: 0.1883, top5_acc: 0.4109, loss_cls: 3.9316, loss: 3.9316, grad_norm: 1.8167 2020-07-24 06:53:48,812 - mmaction - INFO - Epoch [19][520/3757] lr: 9.755e-02, eta: 4 days, 23:19:12, time: 0.661, data_time: 0.002, memory: 5237, top1_acc: 0.1688, top5_acc: 0.3867, loss_cls: 4.0030, loss: 4.0030, grad_norm: 1.9172 2020-07-24 06:54:02,833 - mmaction - INFO - Epoch [19][540/3757] lr: 9.755e-02, eta: 4 days, 23:18:57, time: 0.702, data_time: 0.003, memory: 5237, top1_acc: 0.1734, top5_acc: 0.4094, loss_cls: 3.9873, loss: 3.9873, grad_norm: 1.8243 2020-07-24 06:54:15,372 - mmaction - INFO - Epoch [19][560/3757] lr: 9.755e-02, eta: 4 days, 23:18:29, time: 0.627, data_time: 0.002, memory: 5237, top1_acc: 0.1695, top5_acc: 0.4203, loss_cls: 3.8996, loss: 3.8996, grad_norm: 1.8223 2020-07-24 06:54:28,525 - mmaction - INFO - Epoch [19][580/3757] lr: 9.755e-02, eta: 4 days, 23:18:06, time: 0.658, data_time: 0.002, memory: 5237, top1_acc: 0.2023, top5_acc: 0.4117, loss_cls: 3.8965, loss: 3.8965, grad_norm: 1.8717 2020-07-24 06:54:41,376 - mmaction - INFO - Epoch [19][600/3757] lr: 9.755e-02, eta: 4 days, 23:17:40, time: 0.642, data_time: 0.002, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4023, loss_cls: 3.9107, loss: 3.9107, grad_norm: 1.8626 2020-07-24 06:54:53,916 - mmaction - INFO - Epoch [19][620/3757] lr: 9.755e-02, eta: 4 days, 23:17:12, time: 0.627, data_time: 0.002, memory: 5237, top1_acc: 0.1852, top5_acc: 0.4195, loss_cls: 3.8969, loss: 3.8969, grad_norm: 1.8144 2020-07-24 06:55:06,770 - mmaction - INFO - Epoch [19][640/3757] lr: 9.755e-02, eta: 4 days, 23:16:47, time: 0.643, data_time: 0.002, memory: 5237, top1_acc: 0.1938, top5_acc: 0.4148, loss_cls: 3.8676, loss: 3.8676, grad_norm: 1.8689 2020-07-24 06:55:19,317 - mmaction - INFO - Epoch [19][660/3757] lr: 9.755e-02, eta: 4 days, 23:16:19, time: 0.627, data_time: 0.002, memory: 5237, top1_acc: 0.1797, top5_acc: 0.3828, loss_cls: 3.9460, loss: 3.9460, grad_norm: 1.8605 2020-07-24 06:55:33,292 - mmaction - INFO - Epoch [19][680/3757] lr: 9.755e-02, eta: 4 days, 23:16:03, time: 0.699, data_time: 0.003, memory: 5237, top1_acc: 0.1914, top5_acc: 0.3883, loss_cls: 3.9368, loss: 3.9368, grad_norm: 1.8482 2020-07-24 06:55:46,757 - mmaction - INFO - Epoch [19][700/3757] lr: 9.755e-02, eta: 4 days, 23:15:43, time: 0.673, data_time: 0.001, memory: 5237, top1_acc: 0.1781, top5_acc: 0.3836, loss_cls: 4.0211, loss: 4.0211, grad_norm: 1.8424 2020-07-24 06:55:59,861 - mmaction - INFO - Epoch [19][720/3757] lr: 9.755e-02, eta: 4 days, 23:15:20, time: 0.653, data_time: 0.002, memory: 5237, top1_acc: 0.1719, top5_acc: 0.3766, loss_cls: 4.0784, loss: 4.0784, grad_norm: 1.7751 2020-07-24 06:56:13,188 - mmaction - INFO - Epoch [19][740/3757] lr: 9.755e-02, eta: 4 days, 23:14:59, time: 0.669, data_time: 0.004, memory: 5237, top1_acc: 0.1836, top5_acc: 0.3969, loss_cls: 3.9379, loss: 3.9379, grad_norm: 1.7908 2020-07-24 06:56:26,342 - mmaction - INFO - Epoch [19][760/3757] lr: 9.755e-02, eta: 4 days, 23:14:36, time: 0.657, data_time: 0.002, memory: 5237, top1_acc: 0.1922, top5_acc: 0.4117, loss_cls: 3.9062, loss: 3.9062, grad_norm: 1.8704 2020-07-24 06:56:39,572 - mmaction - INFO - Epoch [19][780/3757] lr: 9.755e-02, eta: 4 days, 23:14:14, time: 0.662, data_time: 0.002, memory: 5237, top1_acc: 0.1805, top5_acc: 0.3883, loss_cls: 3.9787, loss: 3.9787, grad_norm: 1.7893 2020-07-24 06:56:52,389 - mmaction - INFO - Epoch [19][800/3757] lr: 9.755e-02, eta: 4 days, 23:13:48, time: 0.641, data_time: 0.002, memory: 5237, top1_acc: 0.1828, top5_acc: 0.4023, loss_cls: 3.9844, loss: 3.9844, grad_norm: 1.8063 2020-07-24 06:57:05,802 - mmaction - INFO - Epoch [19][820/3757] lr: 9.755e-02, eta: 4 days, 23:13:28, time: 0.671, data_time: 0.002, memory: 5237, top1_acc: 0.1750, top5_acc: 0.4109, loss_cls: 3.9572, loss: 3.9572, grad_norm: 1.8617 2020-07-24 06:57:19,600 - mmaction - INFO - Epoch [19][840/3757] lr: 9.755e-02, eta: 4 days, 23:13:11, time: 0.689, data_time: 0.001, memory: 5237, top1_acc: 0.1688, top5_acc: 0.3953, loss_cls: 4.0478, loss: 4.0478, grad_norm: 1.8530 2020-07-24 06:57:33,592 - mmaction - INFO - Epoch [19][860/3757] lr: 9.755e-02, eta: 4 days, 23:12:55, time: 0.700, data_time: 0.002, memory: 5237, top1_acc: 0.2047, top5_acc: 0.4125, loss_cls: 3.9166, loss: 3.9166, grad_norm: 1.8086 2020-07-24 06:57:46,073 - mmaction - INFO - Epoch [19][880/3757] lr: 9.755e-02, eta: 4 days, 23:12:27, time: 0.624, data_time: 0.002, memory: 5237, top1_acc: 0.1844, top5_acc: 0.4141, loss_cls: 3.9537, loss: 3.9537, grad_norm: 1.8756 2020-07-24 06:58:00,731 - mmaction - INFO - Epoch [19][900/3757] lr: 9.755e-02, eta: 4 days, 23:12:17, time: 0.733, data_time: 0.002, memory: 5237, top1_acc: 0.1562, top5_acc: 0.3875, loss_cls: 4.0504, loss: 4.0504, grad_norm: 1.8149 2020-07-24 06:58:14,747 - mmaction - INFO - Epoch [19][920/3757] lr: 9.755e-02, eta: 4 days, 23:12:02, time: 0.701, data_time: 0.002, memory: 5237, top1_acc: 0.1891, top5_acc: 0.4094, loss_cls: 3.9943, loss: 3.9943, grad_norm: 1.8632 2020-07-24 06:58:28,356 - mmaction - INFO - Epoch [19][940/3757] lr: 9.755e-02, eta: 4 days, 23:11:44, time: 0.681, data_time: 0.002, memory: 5237, top1_acc: 0.2000, top5_acc: 0.4133, loss_cls: 3.9276, loss: 3.9276, grad_norm: 1.8513 2020-07-24 06:58:42,007 - mmaction - INFO - Epoch [19][960/3757] lr: 9.755e-02, eta: 4 days, 23:11:25, time: 0.683, data_time: 0.002, memory: 5237, top1_acc: 0.1883, top5_acc: 0.3969, loss_cls: 3.9539, loss: 3.9539, grad_norm: 1.8611 2020-07-24 06:58:54,829 - mmaction - INFO - Epoch [19][980/3757] lr: 9.755e-02, eta: 4 days, 23:11:00, time: 0.641, data_time: 0.002, memory: 5237, top1_acc: 0.1586, top5_acc: 0.3789, loss_cls: 4.0236, loss: 4.0236, grad_norm: 1.8372 2020-07-24 06:59:07,678 - mmaction - INFO - Epoch [19][1000/3757] lr: 9.755e-02, eta: 4 days, 23:10:34, time: 0.643, data_time: 0.001, memory: 5237, top1_acc: 0.2203, top5_acc: 0.4391, loss_cls: 3.8372, loss: 3.8372, grad_norm: 1.8206 2020-07-24 06:59:21,043 - mmaction - INFO - Epoch [19][1020/3757] lr: 9.755e-02, eta: 4 days, 23:10:13, time: 0.668, data_time: 0.001, memory: 5237, top1_acc: 0.1656, top5_acc: 0.4242, loss_cls: 3.9178, loss: 3.9178, grad_norm: 1.9029 2020-07-24 06:59:35,068 - mmaction - INFO - Epoch [19][1040/3757] lr: 9.755e-02, eta: 4 days, 23:09:59, time: 0.702, data_time: 0.002, memory: 5237, top1_acc: 0.1766, top5_acc: 0.4172, loss_cls: 3.9519, loss: 3.9519, grad_norm: 1.8702 2020-07-24 06:59:49,076 - mmaction - INFO - Epoch [19][1060/3757] lr: 9.755e-02, eta: 4 days, 23:09:43, time: 0.700, data_time: 0.002, memory: 5237, top1_acc: 0.1852, top5_acc: 0.3992, loss_cls: 4.0239, loss: 4.0239, grad_norm: 1.8481 2020-07-24 07:00:07,133 - mmaction - INFO - Epoch [19][1080/3757] lr: 9.755e-02, eta: 4 days, 23:09:55, time: 0.853, data_time: 0.002, memory: 5237, top1_acc: 0.1977, top5_acc: 0.4211, loss_cls: 3.8879, loss: 3.8879, grad_norm: 1.9044 2020-07-24 07:00:23,607 - mmaction - INFO - Epoch [19][1100/3757] lr: 9.755e-02, eta: 4 days, 23:10:10, time: 0.872, data_time: 0.053, memory: 5237, top1_acc: 0.1688, top5_acc: 0.3859, loss_cls: 4.0894, loss: 4.0894, grad_norm: 1.8781 2020-07-24 07:00:36,770 - mmaction - INFO - Epoch [19][1120/3757] lr: 9.755e-02, eta: 4 days, 23:09:48, time: 0.659, data_time: 0.003, memory: 5237, top1_acc: 0.1797, top5_acc: 0.3641, loss_cls: 4.0180, loss: 4.0180, grad_norm: 1.7885 2020-07-24 07:00:48,926 - mmaction - INFO - Epoch [19][1140/3757] lr: 9.755e-02, eta: 4 days, 23:09:17, time: 0.609, data_time: 0.002, memory: 5237, top1_acc: 0.1953, top5_acc: 0.4148, loss_cls: 3.8944, loss: 3.8944, grad_norm: 1.8220 2020-07-24 07:01:02,541 - mmaction - INFO - Epoch [19][1160/3757] lr: 9.755e-02, eta: 4 days, 23:08:58, time: 0.680, data_time: 0.001, memory: 5237, top1_acc: 0.1852, top5_acc: 0.4023, loss_cls: 3.9855, loss: 3.9855, grad_norm: 1.8692 2020-07-24 07:01:15,499 - mmaction - INFO - Epoch [19][1180/3757] lr: 9.755e-02, eta: 4 days, 23:08:34, time: 0.648, data_time: 0.002, memory: 5237, top1_acc: 0.1812, top5_acc: 0.3922, loss_cls: 3.9936, loss: 3.9936, grad_norm: 1.7985 2020-07-24 07:01:28,118 - mmaction - INFO - Epoch [19][1200/3757] lr: 9.755e-02, eta: 4 days, 23:08:06, time: 0.631, data_time: 0.002, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4109, loss_cls: 3.8882, loss: 3.8882, grad_norm: 1.7968 2020-07-24 07:01:42,742 - mmaction - INFO - Epoch [19][1220/3757] lr: 9.755e-02, eta: 4 days, 23:07:57, time: 0.731, data_time: 0.002, memory: 5237, top1_acc: 0.1852, top5_acc: 0.4180, loss_cls: 3.9368, loss: 3.9368, grad_norm: 1.8798 2020-07-24 07:01:56,073 - mmaction - INFO - Epoch [19][1240/3757] lr: 9.755e-02, eta: 4 days, 23:07:35, time: 0.666, data_time: 0.002, memory: 5237, top1_acc: 0.2016, top5_acc: 0.4227, loss_cls: 3.9334, loss: 3.9334, grad_norm: 1.8891 2020-07-24 07:02:09,297 - mmaction - INFO - Epoch [19][1260/3757] lr: 9.755e-02, eta: 4 days, 23:07:13, time: 0.662, data_time: 0.002, memory: 5237, top1_acc: 0.1797, top5_acc: 0.4234, loss_cls: 3.9628, loss: 3.9628, grad_norm: 1.8861 2020-07-24 07:02:22,900 - mmaction - INFO - Epoch [19][1280/3757] lr: 9.755e-02, eta: 4 days, 23:06:55, time: 0.680, data_time: 0.001, memory: 5237, top1_acc: 0.1578, top5_acc: 0.3891, loss_cls: 4.0492, loss: 4.0492, grad_norm: 1.7958 2020-07-24 07:02:36,253 - mmaction - INFO - Epoch [19][1300/3757] lr: 9.755e-02, eta: 4 days, 23:06:34, time: 0.667, data_time: 0.002, memory: 5237, top1_acc: 0.1859, top5_acc: 0.4195, loss_cls: 3.9703, loss: 3.9703, grad_norm: 1.8215 2020-07-24 07:02:50,357 - mmaction - INFO - Epoch [19][1320/3757] lr: 9.755e-02, eta: 4 days, 23:06:20, time: 0.706, data_time: 0.002, memory: 5237, top1_acc: 0.1703, top5_acc: 0.3867, loss_cls: 4.0370, loss: 4.0370, grad_norm: 1.7780 2020-07-24 07:03:02,977 - mmaction - INFO - Epoch [19][1340/3757] lr: 9.755e-02, eta: 4 days, 23:05:52, time: 0.631, data_time: 0.001, memory: 5237, top1_acc: 0.1672, top5_acc: 0.4008, loss_cls: 4.0292, loss: 4.0292, grad_norm: 1.8332 2020-07-24 07:03:16,073 - mmaction - INFO - Epoch [19][1360/3757] lr: 9.755e-02, eta: 4 days, 23:05:29, time: 0.655, data_time: 0.002, memory: 5237, top1_acc: 0.1539, top5_acc: 0.3906, loss_cls: 4.0023, loss: 4.0023, grad_norm: 1.7795 2020-07-24 07:03:29,742 - mmaction - INFO - Epoch [19][1380/3757] lr: 9.755e-02, eta: 4 days, 23:05:11, time: 0.683, data_time: 0.002, memory: 5237, top1_acc: 0.1883, top5_acc: 0.4047, loss_cls: 3.9446, loss: 3.9446, grad_norm: 1.7933 2020-07-24 07:03:44,460 - mmaction - INFO - Epoch [19][1400/3757] lr: 9.755e-02, eta: 4 days, 23:05:02, time: 0.736, data_time: 0.003, memory: 5237, top1_acc: 0.1812, top5_acc: 0.4047, loss_cls: 3.9499, loss: 3.9499, grad_norm: 1.8645 2020-07-24 07:03:57,384 - mmaction - INFO - Epoch [19][1420/3757] lr: 9.755e-02, eta: 4 days, 23:04:37, time: 0.646, data_time: 0.002, memory: 5237, top1_acc: 0.1625, top5_acc: 0.3914, loss_cls: 4.0004, loss: 4.0004, grad_norm: 1.8946 2020-07-24 07:04:12,317 - mmaction - INFO - Epoch [19][1440/3757] lr: 9.755e-02, eta: 4 days, 23:04:30, time: 0.746, data_time: 0.002, memory: 5237, top1_acc: 0.1844, top5_acc: 0.4156, loss_cls: 3.9094, loss: 3.9094, grad_norm: 1.8427 2020-07-24 07:04:25,276 - mmaction - INFO - Epoch [19][1460/3757] lr: 9.755e-02, eta: 4 days, 23:04:06, time: 0.647, data_time: 0.003, memory: 5237, top1_acc: 0.1844, top5_acc: 0.4148, loss_cls: 3.9406, loss: 3.9406, grad_norm: 1.8290 2020-07-24 07:04:39,794 - mmaction - INFO - Epoch [19][1480/3757] lr: 9.755e-02, eta: 4 days, 23:03:55, time: 0.727, data_time: 0.004, memory: 5237, top1_acc: 0.1680, top5_acc: 0.3961, loss_cls: 4.0204, loss: 4.0204, grad_norm: 1.8566 2020-07-24 07:04:53,056 - mmaction - INFO - Epoch [19][1500/3757] lr: 9.755e-02, eta: 4 days, 23:03:34, time: 0.664, data_time: 0.003, memory: 5237, top1_acc: 0.1617, top5_acc: 0.3555, loss_cls: 4.1464, loss: 4.1464, grad_norm: 1.8380 2020-07-24 07:05:07,686 - mmaction - INFO - Epoch [19][1520/3757] lr: 9.755e-02, eta: 4 days, 23:03:24, time: 0.731, data_time: 0.003, memory: 5237, top1_acc: 0.1828, top5_acc: 0.4008, loss_cls: 3.9264, loss: 3.9264, grad_norm: 1.7593 2020-07-24 07:05:23,144 - mmaction - INFO - Epoch [19][1540/3757] lr: 9.755e-02, eta: 4 days, 23:03:22, time: 0.774, data_time: 0.002, memory: 5237, top1_acc: 0.1766, top5_acc: 0.3852, loss_cls: 3.9663, loss: 3.9663, grad_norm: 1.7927 2020-07-24 07:05:36,012 - mmaction - INFO - Epoch [19][1560/3757] lr: 9.755e-02, eta: 4 days, 23:02:57, time: 0.642, data_time: 0.001, memory: 5237, top1_acc: 0.1633, top5_acc: 0.3969, loss_cls: 3.9715, loss: 3.9715, grad_norm: 1.8261 2020-07-24 07:05:50,454 - mmaction - INFO - Epoch [19][1580/3757] lr: 9.755e-02, eta: 4 days, 23:02:45, time: 0.721, data_time: 0.002, memory: 5237, top1_acc: 0.1656, top5_acc: 0.3898, loss_cls: 4.0246, loss: 4.0246, grad_norm: 1.8269 2020-07-24 07:06:04,198 - mmaction - INFO - Epoch [19][1600/3757] lr: 9.755e-02, eta: 4 days, 23:02:28, time: 0.688, data_time: 0.003, memory: 5237, top1_acc: 0.1828, top5_acc: 0.3945, loss_cls: 4.0144, loss: 4.0144, grad_norm: 1.8226 2020-07-24 07:06:16,930 - mmaction - INFO - Epoch [19][1620/3757] lr: 9.755e-02, eta: 4 days, 23:02:02, time: 0.635, data_time: 0.001, memory: 5237, top1_acc: 0.1680, top5_acc: 0.3906, loss_cls: 3.9964, loss: 3.9964, grad_norm: 1.7485 2020-07-24 07:06:30,691 - mmaction - INFO - Epoch [19][1640/3757] lr: 9.755e-02, eta: 4 days, 23:01:45, time: 0.690, data_time: 0.003, memory: 5237, top1_acc: 0.1742, top5_acc: 0.4102, loss_cls: 3.9898, loss: 3.9898, grad_norm: 1.8358 2020-07-24 07:06:43,681 - mmaction - INFO - Epoch [19][1660/3757] lr: 9.755e-02, eta: 4 days, 23:01:21, time: 0.650, data_time: 0.002, memory: 5237, top1_acc: 0.1820, top5_acc: 0.4031, loss_cls: 3.9631, loss: 3.9631, grad_norm: 1.8499 2020-07-24 07:06:56,729 - mmaction - INFO - Epoch [19][1680/3757] lr: 9.755e-02, eta: 4 days, 23:00:57, time: 0.652, data_time: 0.002, memory: 5237, top1_acc: 0.1719, top5_acc: 0.3953, loss_cls: 4.0084, loss: 4.0084, grad_norm: 1.8309 2020-07-24 07:07:10,213 - mmaction - INFO - Epoch [19][1700/3757] lr: 9.755e-02, eta: 4 days, 23:00:37, time: 0.675, data_time: 0.002, memory: 5237, top1_acc: 0.2039, top5_acc: 0.4234, loss_cls: 3.8962, loss: 3.8962, grad_norm: 1.8770 2020-07-24 07:07:23,558 - mmaction - INFO - Epoch [19][1720/3757] lr: 9.755e-02, eta: 4 days, 23:00:17, time: 0.668, data_time: 0.002, memory: 5237, top1_acc: 0.1844, top5_acc: 0.3953, loss_cls: 3.9798, loss: 3.9798, grad_norm: 1.8367 2020-07-24 07:07:36,468 - mmaction - INFO - Epoch [19][1740/3757] lr: 9.755e-02, eta: 4 days, 22:59:52, time: 0.645, data_time: 0.001, memory: 5237, top1_acc: 0.1688, top5_acc: 0.4047, loss_cls: 3.9788, loss: 3.9788, grad_norm: 1.8752 2020-07-24 07:07:49,540 - mmaction - INFO - Epoch [19][1760/3757] lr: 9.755e-02, eta: 4 days, 22:59:29, time: 0.654, data_time: 0.002, memory: 5237, top1_acc: 0.1875, top5_acc: 0.3914, loss_cls: 3.9869, loss: 3.9869, grad_norm: 1.8744 2020-07-24 07:08:02,868 - mmaction - INFO - Epoch [19][1780/3757] lr: 9.755e-02, eta: 4 days, 22:59:07, time: 0.666, data_time: 0.001, memory: 5237, top1_acc: 0.1742, top5_acc: 0.3812, loss_cls: 4.0243, loss: 4.0243, grad_norm: 1.8465 2020-07-24 07:08:16,102 - mmaction - INFO - Epoch [19][1800/3757] lr: 9.755e-02, eta: 4 days, 22:58:46, time: 0.662, data_time: 0.002, memory: 5237, top1_acc: 0.1859, top5_acc: 0.4031, loss_cls: 3.9344, loss: 3.9344, grad_norm: 1.9064 2020-07-24 07:08:29,018 - mmaction - INFO - Epoch [19][1820/3757] lr: 9.755e-02, eta: 4 days, 22:58:21, time: 0.646, data_time: 0.002, memory: 5237, top1_acc: 0.1625, top5_acc: 0.3797, loss_cls: 4.1068, loss: 4.1068, grad_norm: 1.8795 2020-07-24 07:08:42,873 - mmaction - INFO - Epoch [19][1840/3757] lr: 9.755e-02, eta: 4 days, 22:58:05, time: 0.692, data_time: 0.001, memory: 5237, top1_acc: 0.1844, top5_acc: 0.3937, loss_cls: 3.9923, loss: 3.9923, grad_norm: 1.8044 2020-07-24 07:08:55,710 - mmaction - INFO - Epoch [19][1860/3757] lr: 9.755e-02, eta: 4 days, 22:57:39, time: 0.641, data_time: 0.002, memory: 5237, top1_acc: 0.1828, top5_acc: 0.3992, loss_cls: 3.9958, loss: 3.9958, grad_norm: 1.8427 2020-07-24 07:09:09,122 - mmaction - INFO - Epoch [19][1880/3757] lr: 9.755e-02, eta: 4 days, 22:57:19, time: 0.672, data_time: 0.002, memory: 5237, top1_acc: 0.1656, top5_acc: 0.3992, loss_cls: 4.0353, loss: 4.0353, grad_norm: 1.8216 2020-07-24 07:09:21,886 - mmaction - INFO - Epoch [19][1900/3757] lr: 9.755e-02, eta: 4 days, 22:56:53, time: 0.638, data_time: 0.001, memory: 5237, top1_acc: 0.1961, top5_acc: 0.4008, loss_cls: 3.9562, loss: 3.9562, grad_norm: 1.7996 2020-07-24 07:09:35,856 - mmaction - INFO - Epoch [19][1920/3757] lr: 9.755e-02, eta: 4 days, 22:56:38, time: 0.699, data_time: 0.002, memory: 5237, top1_acc: 0.1891, top5_acc: 0.4125, loss_cls: 3.8987, loss: 3.8987, grad_norm: 1.8104 2020-07-24 07:09:49,530 - mmaction - INFO - Epoch [19][1940/3757] lr: 9.755e-02, eta: 4 days, 22:56:20, time: 0.684, data_time: 0.002, memory: 5237, top1_acc: 0.1719, top5_acc: 0.3977, loss_cls: 3.9671, loss: 3.9671, grad_norm: 1.8533 2020-07-24 07:10:03,039 - mmaction - INFO - Epoch [19][1960/3757] lr: 9.755e-02, eta: 4 days, 22:56:00, time: 0.676, data_time: 0.002, memory: 5237, top1_acc: 0.1789, top5_acc: 0.4031, loss_cls: 4.0242, loss: 4.0242, grad_norm: 1.8939 2020-07-24 07:10:16,463 - mmaction - INFO - Epoch [19][1980/3757] lr: 9.755e-02, eta: 4 days, 22:55:40, time: 0.671, data_time: 0.001, memory: 5237, top1_acc: 0.1883, top5_acc: 0.4086, loss_cls: 3.9291, loss: 3.9291, grad_norm: 1.8364 2020-07-24 07:10:29,085 - mmaction - INFO - Epoch [19][2000/3757] lr: 9.755e-02, eta: 4 days, 22:55:13, time: 0.632, data_time: 0.002, memory: 5237, top1_acc: 0.1758, top5_acc: 0.3852, loss_cls: 4.0315, loss: 4.0315, grad_norm: 1.8477 2020-07-24 07:10:42,714 - mmaction - INFO - Epoch [19][2020/3757] lr: 9.755e-02, eta: 4 days, 22:54:55, time: 0.682, data_time: 0.001, memory: 5237, top1_acc: 0.1719, top5_acc: 0.3961, loss_cls: 3.9549, loss: 3.9549, grad_norm: 1.8587 2020-07-24 07:10:55,494 - mmaction - INFO - Epoch [19][2040/3757] lr: 9.755e-02, eta: 4 days, 22:54:29, time: 0.639, data_time: 0.001, memory: 5237, top1_acc: 0.1883, top5_acc: 0.4078, loss_cls: 3.9477, loss: 3.9477, grad_norm: 1.8635 2020-07-24 07:11:08,764 - mmaction - INFO - Epoch [19][2060/3757] lr: 9.755e-02, eta: 4 days, 22:54:07, time: 0.662, data_time: 0.001, memory: 5237, top1_acc: 0.1703, top5_acc: 0.3930, loss_cls: 4.0062, loss: 4.0062, grad_norm: 1.8277 2020-07-24 07:11:22,479 - mmaction - INFO - Epoch [19][2080/3757] lr: 9.755e-02, eta: 4 days, 22:53:50, time: 0.687, data_time: 0.003, memory: 5237, top1_acc: 0.1883, top5_acc: 0.4070, loss_cls: 3.9393, loss: 3.9393, grad_norm: 1.8556 2020-07-24 07:11:35,159 - mmaction - INFO - Epoch [19][2100/3757] lr: 9.755e-02, eta: 4 days, 22:53:23, time: 0.634, data_time: 0.002, memory: 5237, top1_acc: 0.1922, top5_acc: 0.4172, loss_cls: 3.8904, loss: 3.8904, grad_norm: 1.8358 2020-07-24 07:11:48,338 - mmaction - INFO - Epoch [19][2120/3757] lr: 9.755e-02, eta: 4 days, 22:53:01, time: 0.659, data_time: 0.002, memory: 5237, top1_acc: 0.1906, top5_acc: 0.4148, loss_cls: 3.9237, loss: 3.9237, grad_norm: 1.8272 2020-07-24 07:12:00,913 - mmaction - INFO - Epoch [19][2140/3757] lr: 9.755e-02, eta: 4 days, 22:52:34, time: 0.629, data_time: 0.002, memory: 5237, top1_acc: 0.1734, top5_acc: 0.4070, loss_cls: 3.9828, loss: 3.9828, grad_norm: 1.8432 2020-07-24 07:12:13,113 - mmaction - INFO - Epoch [19][2160/3757] lr: 9.755e-02, eta: 4 days, 22:52:03, time: 0.611, data_time: 0.002, memory: 5237, top1_acc: 0.2031, top5_acc: 0.4172, loss_cls: 3.9377, loss: 3.9377, grad_norm: 1.8102 2020-07-24 07:12:26,735 - mmaction - INFO - Epoch [19][2180/3757] lr: 9.755e-02, eta: 4 days, 22:51:44, time: 0.680, data_time: 0.002, memory: 5237, top1_acc: 0.1961, top5_acc: 0.4078, loss_cls: 3.9100, loss: 3.9100, grad_norm: 1.8199 2020-07-24 07:12:40,179 - mmaction - INFO - Epoch [19][2200/3757] lr: 9.755e-02, eta: 4 days, 22:51:25, time: 0.674, data_time: 0.003, memory: 5237, top1_acc: 0.1797, top5_acc: 0.4062, loss_cls: 3.9640, loss: 3.9640, grad_norm: 1.8491 2020-07-24 07:12:53,419 - mmaction - INFO - Epoch [19][2220/3757] lr: 9.755e-02, eta: 4 days, 22:51:03, time: 0.662, data_time: 0.001, memory: 5237, top1_acc: 0.1742, top5_acc: 0.3789, loss_cls: 4.0450, loss: 4.0450, grad_norm: 1.8228 2020-07-24 07:13:06,037 - mmaction - INFO - Epoch [19][2240/3757] lr: 9.755e-02, eta: 4 days, 22:50:36, time: 0.631, data_time: 0.002, memory: 5237, top1_acc: 0.1609, top5_acc: 0.3859, loss_cls: 4.0392, loss: 4.0392, grad_norm: 1.8037 2020-07-24 07:13:19,376 - mmaction - INFO - Epoch [19][2260/3757] lr: 9.755e-02, eta: 4 days, 22:50:15, time: 0.667, data_time: 0.001, memory: 5237, top1_acc: 0.1898, top5_acc: 0.4094, loss_cls: 3.8739, loss: 3.8739, grad_norm: 1.9275 2020-07-24 07:13:32,941 - mmaction - INFO - Epoch [19][2280/3757] lr: 9.755e-02, eta: 4 days, 22:49:56, time: 0.677, data_time: 0.002, memory: 5237, top1_acc: 0.1812, top5_acc: 0.4023, loss_cls: 3.9862, loss: 3.9862, grad_norm: 1.8473 2020-07-24 07:13:47,775 - mmaction - INFO - Epoch [19][2300/3757] lr: 9.755e-02, eta: 4 days, 22:49:48, time: 0.742, data_time: 0.004, memory: 5237, top1_acc: 0.2031, top5_acc: 0.4164, loss_cls: 3.8387, loss: 3.8387, grad_norm: 1.8293 2020-07-24 07:14:01,056 - mmaction - INFO - Epoch [19][2320/3757] lr: 9.755e-02, eta: 4 days, 22:49:27, time: 0.665, data_time: 0.003, memory: 5237, top1_acc: 0.1672, top5_acc: 0.4016, loss_cls: 3.9890, loss: 3.9890, grad_norm: 1.8722 2020-07-24 07:14:14,279 - mmaction - INFO - Epoch [19][2340/3757] lr: 9.755e-02, eta: 4 days, 22:49:05, time: 0.661, data_time: 0.002, memory: 5237, top1_acc: 0.1766, top5_acc: 0.4047, loss_cls: 3.9064, loss: 3.9064, grad_norm: 1.8485 2020-07-24 07:14:27,195 - mmaction - INFO - Epoch [19][2360/3757] lr: 9.755e-02, eta: 4 days, 22:48:41, time: 0.647, data_time: 0.003, memory: 5237, top1_acc: 0.1789, top5_acc: 0.3945, loss_cls: 4.0064, loss: 4.0064, grad_norm: 1.8189 2020-07-24 07:14:40,259 - mmaction - INFO - Epoch [19][2380/3757] lr: 9.755e-02, eta: 4 days, 22:48:18, time: 0.653, data_time: 0.002, memory: 5237, top1_acc: 0.1797, top5_acc: 0.4102, loss_cls: 3.9793, loss: 3.9793, grad_norm: 1.9396 2020-07-24 07:14:53,195 - mmaction - INFO - Epoch [19][2400/3757] lr: 9.755e-02, eta: 4 days, 22:47:53, time: 0.647, data_time: 0.002, memory: 5237, top1_acc: 0.2047, top5_acc: 0.4227, loss_cls: 3.8655, loss: 3.8655, grad_norm: 1.8096 2020-07-24 07:15:08,322 - mmaction - INFO - Epoch [19][2420/3757] lr: 9.755e-02, eta: 4 days, 22:47:48, time: 0.756, data_time: 0.002, memory: 5237, top1_acc: 0.1914, top5_acc: 0.4133, loss_cls: 3.9286, loss: 3.9286, grad_norm: 1.8728 2020-07-24 07:15:21,566 - mmaction - INFO - Epoch [19][2440/3757] lr: 9.755e-02, eta: 4 days, 22:47:27, time: 0.663, data_time: 0.002, memory: 5237, top1_acc: 0.1906, top5_acc: 0.4203, loss_cls: 3.9178, loss: 3.9178, grad_norm: 1.8476 2020-07-24 07:15:34,336 - mmaction - INFO - Epoch [19][2460/3757] lr: 9.755e-02, eta: 4 days, 22:47:01, time: 0.638, data_time: 0.001, memory: 5237, top1_acc: 0.1734, top5_acc: 0.3797, loss_cls: 4.0426, loss: 4.0426, grad_norm: 1.8597 2020-07-24 07:15:46,559 - mmaction - INFO - Epoch [19][2480/3757] lr: 9.755e-02, eta: 4 days, 22:46:31, time: 0.612, data_time: 0.002, memory: 5237, top1_acc: 0.1781, top5_acc: 0.3742, loss_cls: 4.1074, loss: 4.1074, grad_norm: 1.8551 2020-07-24 07:15:59,259 - mmaction - INFO - Epoch [19][2500/3757] lr: 9.755e-02, eta: 4 days, 22:46:04, time: 0.634, data_time: 0.001, memory: 5237, top1_acc: 0.1828, top5_acc: 0.4047, loss_cls: 3.9060, loss: 3.9060, grad_norm: 1.8468 2020-07-24 07:16:12,363 - mmaction - INFO - Epoch [19][2520/3757] lr: 9.755e-02, eta: 4 days, 22:45:41, time: 0.655, data_time: 0.003, memory: 5237, top1_acc: 0.1820, top5_acc: 0.4133, loss_cls: 3.9140, loss: 3.9140, grad_norm: 1.8891 2020-07-24 07:16:25,521 - mmaction - INFO - Epoch [19][2540/3757] lr: 9.755e-02, eta: 4 days, 22:45:19, time: 0.658, data_time: 0.002, memory: 5237, top1_acc: 0.1836, top5_acc: 0.4055, loss_cls: 3.9734, loss: 3.9734, grad_norm: 1.8226 2020-07-24 07:16:38,096 - mmaction - INFO - Epoch [19][2560/3757] lr: 9.755e-02, eta: 4 days, 22:44:52, time: 0.628, data_time: 0.003, memory: 5237, top1_acc: 0.1680, top5_acc: 0.3703, loss_cls: 3.9724, loss: 3.9724, grad_norm: 1.8543 2020-07-24 07:16:51,203 - mmaction - INFO - Epoch [19][2580/3757] lr: 9.755e-02, eta: 4 days, 22:44:29, time: 0.656, data_time: 0.003, memory: 5237, top1_acc: 0.1852, top5_acc: 0.4008, loss_cls: 3.9767, loss: 3.9767, grad_norm: 1.7977 2020-07-24 07:17:04,141 - mmaction - INFO - Epoch [19][2600/3757] lr: 9.755e-02, eta: 4 days, 22:44:05, time: 0.647, data_time: 0.002, memory: 5237, top1_acc: 0.1820, top5_acc: 0.4070, loss_cls: 3.9608, loss: 3.9608, grad_norm: 1.8652 2020-07-24 07:17:17,027 - mmaction - INFO - Epoch [19][2620/3757] lr: 9.755e-02, eta: 4 days, 22:43:40, time: 0.644, data_time: 0.001, memory: 5237, top1_acc: 0.1602, top5_acc: 0.3891, loss_cls: 4.0089, loss: 4.0089, grad_norm: 1.8183 2020-07-24 07:17:30,279 - mmaction - INFO - Epoch [19][2640/3757] lr: 9.755e-02, eta: 4 days, 22:43:19, time: 0.661, data_time: 0.001, memory: 5237, top1_acc: 0.1672, top5_acc: 0.3953, loss_cls: 3.9976, loss: 3.9976, grad_norm: 1.8564 2020-07-24 07:17:43,818 - mmaction - INFO - Epoch [19][2660/3757] lr: 9.755e-02, eta: 4 days, 22:43:00, time: 0.678, data_time: 0.003, memory: 5237, top1_acc: 0.1852, top5_acc: 0.4062, loss_cls: 3.9673, loss: 3.9673, grad_norm: 1.8787 2020-07-24 07:17:56,434 - mmaction - INFO - Epoch [19][2680/3757] lr: 9.755e-02, eta: 4 days, 22:42:33, time: 0.630, data_time: 0.002, memory: 5237, top1_acc: 0.1867, top5_acc: 0.4062, loss_cls: 3.9238, loss: 3.9238, grad_norm: 1.8157 2020-07-24 07:18:11,241 - mmaction - INFO - Epoch [19][2700/3757] lr: 9.755e-02, eta: 4 days, 22:42:25, time: 0.741, data_time: 0.003, memory: 5237, top1_acc: 0.1914, top5_acc: 0.4258, loss_cls: 3.8923, loss: 3.8923, grad_norm: 1.9079 2020-07-24 07:18:24,043 - mmaction - INFO - Epoch [19][2720/3757] lr: 9.755e-02, eta: 4 days, 22:41:59, time: 0.640, data_time: 0.002, memory: 5237, top1_acc: 0.1844, top5_acc: 0.4023, loss_cls: 3.9973, loss: 3.9973, grad_norm: 1.8726 2020-07-24 07:18:37,750 - mmaction - INFO - Epoch [19][2740/3757] lr: 9.755e-02, eta: 4 days, 22:41:42, time: 0.685, data_time: 0.002, memory: 5237, top1_acc: 0.1836, top5_acc: 0.3953, loss_cls: 3.9944, loss: 3.9944, grad_norm: 1.8318 2020-07-24 07:18:51,312 - mmaction - INFO - Epoch [19][2760/3757] lr: 9.755e-02, eta: 4 days, 22:41:23, time: 0.678, data_time: 0.002, memory: 5237, top1_acc: 0.1664, top5_acc: 0.3984, loss_cls: 3.9636, loss: 3.9636, grad_norm: 1.8156 2020-07-24 07:19:04,375 - mmaction - INFO - Epoch [19][2780/3757] lr: 9.755e-02, eta: 4 days, 22:41:00, time: 0.654, data_time: 0.002, memory: 5237, top1_acc: 0.1719, top5_acc: 0.4000, loss_cls: 3.9860, loss: 3.9860, grad_norm: 1.8398 2020-07-24 07:19:18,250 - mmaction - INFO - Epoch [19][2800/3757] lr: 9.755e-02, eta: 4 days, 22:40:44, time: 0.694, data_time: 0.001, memory: 5237, top1_acc: 0.1766, top5_acc: 0.4070, loss_cls: 3.9627, loss: 3.9627, grad_norm: 1.8181 2020-07-24 07:19:32,283 - mmaction - INFO - Epoch [19][2820/3757] lr: 9.755e-02, eta: 4 days, 22:40:29, time: 0.701, data_time: 0.001, memory: 5237, top1_acc: 0.1773, top5_acc: 0.4078, loss_cls: 3.9380, loss: 3.9380, grad_norm: 1.8585 2020-07-24 07:19:44,956 - mmaction - INFO - Epoch [19][2840/3757] lr: 9.755e-02, eta: 4 days, 22:40:03, time: 0.634, data_time: 0.002, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4133, loss_cls: 3.9192, loss: 3.9192, grad_norm: 1.8484 2020-07-24 07:19:57,350 - mmaction - INFO - Epoch [19][2860/3757] lr: 9.755e-02, eta: 4 days, 22:39:34, time: 0.620, data_time: 0.002, memory: 5237, top1_acc: 0.1812, top5_acc: 0.3992, loss_cls: 3.9653, loss: 3.9653, grad_norm: 1.8494 2020-07-24 07:20:11,973 - mmaction - INFO - Epoch [19][2880/3757] lr: 9.755e-02, eta: 4 days, 22:39:24, time: 0.731, data_time: 0.001, memory: 5237, top1_acc: 0.1914, top5_acc: 0.4188, loss_cls: 3.9271, loss: 3.9271, grad_norm: 1.8340 2020-07-24 07:20:25,585 - mmaction - INFO - Epoch [19][2900/3757] lr: 9.755e-02, eta: 4 days, 22:39:06, time: 0.680, data_time: 0.001, memory: 5237, top1_acc: 0.1797, top5_acc: 0.3953, loss_cls: 3.9361, loss: 3.9361, grad_norm: 1.8091 2020-07-24 07:20:41,909 - mmaction - INFO - Epoch [19][2920/3757] lr: 9.755e-02, eta: 4 days, 22:39:11, time: 0.816, data_time: 0.002, memory: 5237, top1_acc: 0.1984, top5_acc: 0.4344, loss_cls: 3.9277, loss: 3.9277, grad_norm: 1.8453 2020-07-24 07:20:54,860 - mmaction - INFO - Epoch [19][2940/3757] lr: 9.755e-02, eta: 4 days, 22:38:47, time: 0.647, data_time: 0.002, memory: 5237, top1_acc: 0.1727, top5_acc: 0.3977, loss_cls: 3.9747, loss: 3.9747, grad_norm: 1.8829 2020-07-24 07:21:08,381 - mmaction - INFO - Epoch [19][2960/3757] lr: 9.755e-02, eta: 4 days, 22:38:28, time: 0.676, data_time: 0.002, memory: 5237, top1_acc: 0.1984, top5_acc: 0.4328, loss_cls: 3.8503, loss: 3.8503, grad_norm: 1.8431 2020-07-24 07:21:22,085 - mmaction - INFO - Epoch [19][2980/3757] lr: 9.755e-02, eta: 4 days, 22:38:10, time: 0.685, data_time: 0.002, memory: 5237, top1_acc: 0.1734, top5_acc: 0.3820, loss_cls: 3.9940, loss: 3.9940, grad_norm: 1.8520 2020-07-24 07:21:35,581 - mmaction - INFO - Epoch [19][3000/3757] lr: 9.755e-02, eta: 4 days, 22:37:51, time: 0.675, data_time: 0.002, memory: 5237, top1_acc: 0.2125, top5_acc: 0.4234, loss_cls: 3.8778, loss: 3.8778, grad_norm: 1.8903 2020-07-24 07:21:48,735 - mmaction - INFO - Epoch [19][3020/3757] lr: 9.755e-02, eta: 4 days, 22:37:29, time: 0.658, data_time: 0.002, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4141, loss_cls: 3.9841, loss: 3.9841, grad_norm: 1.8744 2020-07-24 07:22:03,056 - mmaction - INFO - Epoch [19][3040/3757] lr: 9.755e-02, eta: 4 days, 22:37:16, time: 0.716, data_time: 0.001, memory: 5237, top1_acc: 0.1805, top5_acc: 0.4039, loss_cls: 3.9519, loss: 3.9519, grad_norm: 1.8392 2020-07-24 07:22:15,903 - mmaction - INFO - Epoch [19][3060/3757] lr: 9.755e-02, eta: 4 days, 22:36:51, time: 0.641, data_time: 0.002, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4422, loss_cls: 3.8114, loss: 3.8114, grad_norm: 1.8111 2020-07-24 07:22:31,289 - mmaction - INFO - Epoch [19][3080/3757] lr: 9.755e-02, eta: 4 days, 22:36:48, time: 0.770, data_time: 0.002, memory: 5237, top1_acc: 0.1758, top5_acc: 0.3914, loss_cls: 4.0042, loss: 4.0042, grad_norm: 1.8452 2020-07-24 07:22:44,491 - mmaction - INFO - Epoch [19][3100/3757] lr: 9.755e-02, eta: 4 days, 22:36:27, time: 0.661, data_time: 0.003, memory: 5237, top1_acc: 0.1961, top5_acc: 0.4070, loss_cls: 3.9169, loss: 3.9169, grad_norm: 1.8374 2020-07-24 07:22:59,292 - mmaction - INFO - Epoch [19][3120/3757] lr: 9.755e-02, eta: 4 days, 22:36:18, time: 0.738, data_time: 0.002, memory: 5237, top1_acc: 0.2047, top5_acc: 0.4297, loss_cls: 3.9259, loss: 3.9259, grad_norm: 1.8054 2020-07-24 07:23:12,964 - mmaction - INFO - Epoch [19][3140/3757] lr: 9.755e-02, eta: 4 days, 22:36:01, time: 0.685, data_time: 0.003, memory: 5237, top1_acc: 0.1680, top5_acc: 0.4094, loss_cls: 4.0274, loss: 4.0274, grad_norm: 1.9083 2020-07-24 07:23:26,002 - mmaction - INFO - Epoch [19][3160/3757] lr: 9.755e-02, eta: 4 days, 22:35:38, time: 0.651, data_time: 0.002, memory: 5237, top1_acc: 0.1812, top5_acc: 0.3836, loss_cls: 4.0104, loss: 4.0104, grad_norm: 1.8419 2020-07-24 07:23:42,531 - mmaction - INFO - Epoch [19][3180/3757] lr: 9.755e-02, eta: 4 days, 22:35:44, time: 0.826, data_time: 0.002, memory: 5237, top1_acc: 0.1914, top5_acc: 0.4188, loss_cls: 3.9085, loss: 3.9085, grad_norm: 1.8031 2020-07-24 07:23:56,582 - mmaction - INFO - Epoch [19][3200/3757] lr: 9.755e-02, eta: 4 days, 22:35:30, time: 0.704, data_time: 0.003, memory: 5237, top1_acc: 0.1656, top5_acc: 0.3781, loss_cls: 4.0677, loss: 4.0677, grad_norm: 1.8890 2020-07-24 07:24:09,780 - mmaction - INFO - Epoch [19][3220/3757] lr: 9.755e-02, eta: 4 days, 22:35:08, time: 0.659, data_time: 0.001, memory: 5237, top1_acc: 0.1664, top5_acc: 0.3891, loss_cls: 4.0190, loss: 4.0190, grad_norm: 1.8273 2020-07-24 07:24:22,633 - mmaction - INFO - Epoch [19][3240/3757] lr: 9.755e-02, eta: 4 days, 22:34:43, time: 0.643, data_time: 0.002, memory: 5237, top1_acc: 0.1805, top5_acc: 0.3977, loss_cls: 3.9865, loss: 3.9865, grad_norm: 1.8323 2020-07-24 07:24:35,268 - mmaction - INFO - Epoch [19][3260/3757] lr: 9.755e-02, eta: 4 days, 22:34:16, time: 0.632, data_time: 0.002, memory: 5237, top1_acc: 0.1742, top5_acc: 0.3977, loss_cls: 3.9836, loss: 3.9836, grad_norm: 1.8950 2020-07-24 07:24:47,892 - mmaction - INFO - Epoch [19][3280/3757] lr: 9.755e-02, eta: 4 days, 22:33:50, time: 0.631, data_time: 0.001, memory: 5237, top1_acc: 0.1836, top5_acc: 0.4031, loss_cls: 3.9890, loss: 3.9890, grad_norm: 1.7683 2020-07-24 07:25:01,255 - mmaction - INFO - Epoch [19][3300/3757] lr: 9.755e-02, eta: 4 days, 22:33:29, time: 0.669, data_time: 0.002, memory: 5237, top1_acc: 0.1766, top5_acc: 0.4188, loss_cls: 3.8898, loss: 3.8898, grad_norm: 1.7776 2020-07-24 07:25:13,768 - mmaction - INFO - Epoch [19][3320/3757] lr: 9.755e-02, eta: 4 days, 22:33:02, time: 0.626, data_time: 0.001, memory: 5237, top1_acc: 0.1812, top5_acc: 0.3922, loss_cls: 3.9439, loss: 3.9439, grad_norm: 1.8448 2020-07-24 07:25:26,951 - mmaction - INFO - Epoch [19][3340/3757] lr: 9.755e-02, eta: 4 days, 22:32:40, time: 0.658, data_time: 0.001, memory: 5237, top1_acc: 0.1609, top5_acc: 0.3719, loss_cls: 4.0312, loss: 4.0312, grad_norm: 1.8799 2020-07-24 07:25:40,902 - mmaction - INFO - Epoch [19][3360/3757] lr: 9.755e-02, eta: 4 days, 22:32:24, time: 0.698, data_time: 0.003, memory: 5237, top1_acc: 0.1789, top5_acc: 0.4141, loss_cls: 3.9511, loss: 3.9511, grad_norm: 1.8084 2020-07-24 07:25:55,245 - mmaction - INFO - Epoch [19][3380/3757] lr: 9.755e-02, eta: 4 days, 22:32:12, time: 0.717, data_time: 0.003, memory: 5237, top1_acc: 0.1914, top5_acc: 0.4219, loss_cls: 3.8670, loss: 3.8670, grad_norm: 1.8440 2020-07-24 07:26:08,198 - mmaction - INFO - Epoch [19][3400/3757] lr: 9.755e-02, eta: 4 days, 22:31:48, time: 0.648, data_time: 0.002, memory: 5237, top1_acc: 0.1953, top5_acc: 0.4070, loss_cls: 3.9380, loss: 3.9380, grad_norm: 1.8438 2020-07-24 07:26:21,205 - mmaction - INFO - Epoch [19][3420/3757] lr: 9.755e-02, eta: 4 days, 22:31:25, time: 0.650, data_time: 0.001, memory: 5237, top1_acc: 0.1891, top5_acc: 0.4039, loss_cls: 3.9721, loss: 3.9721, grad_norm: 1.8735 2020-07-24 07:26:34,945 - mmaction - INFO - Epoch [19][3440/3757] lr: 9.755e-02, eta: 4 days, 22:31:08, time: 0.687, data_time: 0.002, memory: 5237, top1_acc: 0.1789, top5_acc: 0.4172, loss_cls: 3.9028, loss: 3.9028, grad_norm: 1.8056 2020-07-24 07:26:48,507 - mmaction - INFO - Epoch [19][3460/3757] lr: 9.755e-02, eta: 4 days, 22:30:49, time: 0.678, data_time: 0.002, memory: 5237, top1_acc: 0.1539, top5_acc: 0.3898, loss_cls: 4.0091, loss: 4.0091, grad_norm: 1.8459 2020-07-24 07:27:02,479 - mmaction - INFO - Epoch [19][3480/3757] lr: 9.755e-02, eta: 4 days, 22:30:34, time: 0.698, data_time: 0.002, memory: 5237, top1_acc: 0.1844, top5_acc: 0.4156, loss_cls: 3.8813, loss: 3.8813, grad_norm: 1.9020 2020-07-24 07:27:16,086 - mmaction - INFO - Epoch [19][3500/3757] lr: 9.755e-02, eta: 4 days, 22:30:16, time: 0.680, data_time: 0.002, memory: 5237, top1_acc: 0.1719, top5_acc: 0.3953, loss_cls: 3.9357, loss: 3.9357, grad_norm: 1.9145 2020-07-24 07:27:29,914 - mmaction - INFO - Epoch [19][3520/3757] lr: 9.755e-02, eta: 4 days, 22:29:59, time: 0.692, data_time: 0.002, memory: 5237, top1_acc: 0.1711, top5_acc: 0.4000, loss_cls: 3.9785, loss: 3.9785, grad_norm: 1.8461 2020-07-24 07:27:43,892 - mmaction - INFO - Epoch [19][3540/3757] lr: 9.755e-02, eta: 4 days, 22:29:44, time: 0.699, data_time: 0.001, memory: 5237, top1_acc: 0.1875, top5_acc: 0.3937, loss_cls: 3.9706, loss: 3.9706, grad_norm: 1.8557 2020-07-24 07:27:56,959 - mmaction - INFO - Epoch [19][3560/3757] lr: 9.755e-02, eta: 4 days, 22:29:21, time: 0.654, data_time: 0.002, memory: 5237, top1_acc: 0.1789, top5_acc: 0.3656, loss_cls: 4.0405, loss: 4.0405, grad_norm: 1.8376 2020-07-24 07:28:10,058 - mmaction - INFO - Epoch [19][3580/3757] lr: 9.755e-02, eta: 4 days, 22:28:58, time: 0.654, data_time: 0.001, memory: 5237, top1_acc: 0.1750, top5_acc: 0.4086, loss_cls: 3.9567, loss: 3.9567, grad_norm: 1.7807 2020-07-24 07:28:23,193 - mmaction - INFO - Epoch [19][3600/3757] lr: 9.755e-02, eta: 4 days, 22:28:36, time: 0.657, data_time: 0.002, memory: 5237, top1_acc: 0.1562, top5_acc: 0.3734, loss_cls: 4.0691, loss: 4.0691, grad_norm: 1.8089 2020-07-24 07:28:36,278 - mmaction - INFO - Epoch [19][3620/3757] lr: 9.755e-02, eta: 4 days, 22:28:13, time: 0.653, data_time: 0.001, memory: 5237, top1_acc: 0.1820, top5_acc: 0.3922, loss_cls: 4.0095, loss: 4.0095, grad_norm: 1.7913 2020-07-24 07:28:49,116 - mmaction - INFO - Epoch [19][3640/3757] lr: 9.755e-02, eta: 4 days, 22:27:49, time: 0.642, data_time: 0.003, memory: 5237, top1_acc: 0.1750, top5_acc: 0.4109, loss_cls: 3.9642, loss: 3.9642, grad_norm: 1.8195 2020-07-24 07:29:02,472 - mmaction - INFO - Epoch [19][3660/3757] lr: 9.755e-02, eta: 4 days, 22:27:28, time: 0.668, data_time: 0.002, memory: 5237, top1_acc: 0.1797, top5_acc: 0.3984, loss_cls: 3.9974, loss: 3.9974, grad_norm: 1.8831 2020-07-24 07:29:15,256 - mmaction - INFO - Epoch [19][3680/3757] lr: 9.755e-02, eta: 4 days, 22:27:03, time: 0.639, data_time: 0.001, memory: 5237, top1_acc: 0.1812, top5_acc: 0.4008, loss_cls: 3.9573, loss: 3.9573, grad_norm: 1.8277 2020-07-24 07:29:29,220 - mmaction - INFO - Epoch [19][3700/3757] lr: 9.755e-02, eta: 4 days, 22:26:48, time: 0.697, data_time: 0.002, memory: 5237, top1_acc: 0.1742, top5_acc: 0.3945, loss_cls: 3.9848, loss: 3.9848, grad_norm: 1.8381 2020-07-24 07:29:42,275 - mmaction - INFO - Epoch [19][3720/3757] lr: 9.755e-02, eta: 4 days, 22:26:25, time: 0.652, data_time: 0.003, memory: 5237, top1_acc: 0.1805, top5_acc: 0.4117, loss_cls: 3.9628, loss: 3.9628, grad_norm: 1.8347 2020-07-24 07:29:56,476 - mmaction - INFO - Epoch [19][3740/3757] lr: 9.755e-02, eta: 4 days, 22:26:12, time: 0.711, data_time: 0.003, memory: 5237, top1_acc: 0.1719, top5_acc: 0.3898, loss_cls: 4.0498, loss: 4.0498, grad_norm: 1.8372 2020-07-24 07:34:00,275 - mmaction - INFO - Epoch [20][20/3757] lr: 9.728e-02, eta: 4 days, 22:54:02, time: 11.316, data_time: 10.534, memory: 5237, top1_acc: 0.1766, top5_acc: 0.4102, loss_cls: 3.9942, loss: 3.9942, grad_norm: 1.7889 2020-07-24 07:34:13,413 - mmaction - INFO - Epoch [20][40/3757] lr: 9.728e-02, eta: 4 days, 22:53:39, time: 0.657, data_time: 0.002, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4219, loss_cls: 3.9089, loss: 3.9089, grad_norm: 1.8427 2020-07-24 07:34:27,719 - mmaction - INFO - Epoch [20][60/3757] lr: 9.728e-02, eta: 4 days, 22:53:26, time: 0.715, data_time: 0.001, memory: 5237, top1_acc: 0.2039, top5_acc: 0.4266, loss_cls: 3.8869, loss: 3.8869, grad_norm: 1.8509 2020-07-24 07:34:40,488 - mmaction - INFO - Epoch [20][80/3757] lr: 9.728e-02, eta: 4 days, 22:53:00, time: 0.638, data_time: 0.002, memory: 5237, top1_acc: 0.1758, top5_acc: 0.3945, loss_cls: 4.0077, loss: 4.0077, grad_norm: 1.9149 2020-07-24 07:34:53,400 - mmaction - INFO - Epoch [20][100/3757] lr: 9.728e-02, eta: 4 days, 22:52:35, time: 0.646, data_time: 0.003, memory: 5237, top1_acc: 0.1852, top5_acc: 0.4141, loss_cls: 3.9172, loss: 3.9172, grad_norm: 1.7837 2020-07-24 07:35:07,013 - mmaction - INFO - Epoch [20][120/3757] lr: 9.728e-02, eta: 4 days, 22:52:17, time: 0.681, data_time: 0.003, memory: 5237, top1_acc: 0.1805, top5_acc: 0.3844, loss_cls: 4.0504, loss: 4.0504, grad_norm: 1.8695 2020-07-24 07:35:20,449 - mmaction - INFO - Epoch [20][140/3757] lr: 9.728e-02, eta: 4 days, 22:51:57, time: 0.672, data_time: 0.002, memory: 5237, top1_acc: 0.1922, top5_acc: 0.4453, loss_cls: 3.8335, loss: 3.8335, grad_norm: 1.8250 2020-07-24 07:35:33,840 - mmaction - INFO - Epoch [20][160/3757] lr: 9.728e-02, eta: 4 days, 22:51:36, time: 0.670, data_time: 0.001, memory: 5237, top1_acc: 0.1664, top5_acc: 0.4148, loss_cls: 3.9805, loss: 3.9805, grad_norm: 1.8730 2020-07-24 07:35:46,787 - mmaction - INFO - Epoch [20][180/3757] lr: 9.728e-02, eta: 4 days, 22:51:12, time: 0.646, data_time: 0.001, memory: 5237, top1_acc: 0.1805, top5_acc: 0.3867, loss_cls: 4.0560, loss: 4.0560, grad_norm: 1.8083 2020-07-24 07:35:59,722 - mmaction - INFO - Epoch [20][200/3757] lr: 9.728e-02, eta: 4 days, 22:50:47, time: 0.648, data_time: 0.002, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4062, loss_cls: 3.8958, loss: 3.8958, grad_norm: 1.7880 2020-07-24 07:36:12,663 - mmaction - INFO - Epoch [20][220/3757] lr: 9.728e-02, eta: 4 days, 22:50:23, time: 0.645, data_time: 0.001, memory: 5237, top1_acc: 0.1734, top5_acc: 0.4148, loss_cls: 3.9240, loss: 3.9240, grad_norm: 1.8390 2020-07-24 07:36:26,034 - mmaction - INFO - Epoch [20][240/3757] lr: 9.728e-02, eta: 4 days, 22:50:02, time: 0.670, data_time: 0.003, memory: 5237, top1_acc: 0.1758, top5_acc: 0.3977, loss_cls: 3.9735, loss: 3.9735, grad_norm: 1.8458 2020-07-24 07:36:38,522 - mmaction - INFO - Epoch [20][260/3757] lr: 9.728e-02, eta: 4 days, 22:49:34, time: 0.624, data_time: 0.001, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4188, loss_cls: 3.8840, loss: 3.8840, grad_norm: 1.8402 2020-07-24 07:36:51,704 - mmaction - INFO - Epoch [20][280/3757] lr: 9.728e-02, eta: 4 days, 22:49:12, time: 0.658, data_time: 0.001, memory: 5237, top1_acc: 0.1883, top5_acc: 0.4117, loss_cls: 4.0177, loss: 4.0177, grad_norm: 1.8453 2020-07-24 07:37:05,287 - mmaction - INFO - Epoch [20][300/3757] lr: 9.728e-02, eta: 4 days, 22:48:53, time: 0.680, data_time: 0.003, memory: 5237, top1_acc: 0.1938, top5_acc: 0.4336, loss_cls: 3.9447, loss: 3.9447, grad_norm: 1.8615 2020-07-24 07:37:19,674 - mmaction - INFO - Epoch [20][320/3757] lr: 9.728e-02, eta: 4 days, 22:48:41, time: 0.719, data_time: 0.002, memory: 5237, top1_acc: 0.1812, top5_acc: 0.3945, loss_cls: 4.0214, loss: 4.0214, grad_norm: 1.8596 2020-07-24 07:37:33,321 - mmaction - INFO - Epoch [20][340/3757] lr: 9.728e-02, eta: 4 days, 22:48:22, time: 0.683, data_time: 0.002, memory: 5237, top1_acc: 0.1859, top5_acc: 0.4203, loss_cls: 3.9513, loss: 3.9513, grad_norm: 1.8360 2020-07-24 07:37:47,112 - mmaction - INFO - Epoch [20][360/3757] lr: 9.728e-02, eta: 4 days, 22:48:05, time: 0.690, data_time: 0.001, memory: 5237, top1_acc: 0.1656, top5_acc: 0.3945, loss_cls: 4.0218, loss: 4.0218, grad_norm: 1.8031 2020-07-24 07:38:01,950 - mmaction - INFO - Epoch [20][380/3757] lr: 9.728e-02, eta: 4 days, 22:47:57, time: 0.742, data_time: 0.002, memory: 5237, top1_acc: 0.1805, top5_acc: 0.4023, loss_cls: 3.9656, loss: 3.9656, grad_norm: 1.8708 2020-07-24 07:38:15,236 - mmaction - INFO - Epoch [20][400/3757] lr: 9.728e-02, eta: 4 days, 22:47:35, time: 0.663, data_time: 0.002, memory: 5237, top1_acc: 0.1758, top5_acc: 0.4008, loss_cls: 3.9460, loss: 3.9460, grad_norm: 1.8257 2020-07-24 07:38:28,094 - mmaction - INFO - Epoch [20][420/3757] lr: 9.728e-02, eta: 4 days, 22:47:10, time: 0.643, data_time: 0.002, memory: 5237, top1_acc: 0.1914, top5_acc: 0.4242, loss_cls: 3.8925, loss: 3.8925, grad_norm: 1.8597 2020-07-24 07:38:41,374 - mmaction - INFO - Epoch [20][440/3757] lr: 9.728e-02, eta: 4 days, 22:46:49, time: 0.664, data_time: 0.003, memory: 5237, top1_acc: 0.1812, top5_acc: 0.4133, loss_cls: 3.8894, loss: 3.8894, grad_norm: 1.8845 2020-07-24 07:38:54,339 - mmaction - INFO - Epoch [20][460/3757] lr: 9.728e-02, eta: 4 days, 22:46:25, time: 0.648, data_time: 0.002, memory: 5237, top1_acc: 0.1789, top5_acc: 0.4273, loss_cls: 3.9607, loss: 3.9607, grad_norm: 1.9004 2020-07-24 07:39:07,602 - mmaction - INFO - Epoch [20][480/3757] lr: 9.728e-02, eta: 4 days, 22:46:03, time: 0.663, data_time: 0.002, memory: 5237, top1_acc: 0.1719, top5_acc: 0.4141, loss_cls: 3.9390, loss: 3.9390, grad_norm: 1.8439 2020-07-24 07:39:21,570 - mmaction - INFO - Epoch [20][500/3757] lr: 9.728e-02, eta: 4 days, 22:45:47, time: 0.698, data_time: 0.002, memory: 5237, top1_acc: 0.1953, top5_acc: 0.4125, loss_cls: 3.9411, loss: 3.9411, grad_norm: 1.8392 2020-07-24 07:39:35,533 - mmaction - INFO - Epoch [20][520/3757] lr: 9.728e-02, eta: 4 days, 22:45:32, time: 0.698, data_time: 0.002, memory: 5237, top1_acc: 0.1906, top5_acc: 0.4062, loss_cls: 3.9222, loss: 3.9222, grad_norm: 1.8954 2020-07-24 07:39:48,298 - mmaction - INFO - Epoch [20][540/3757] lr: 9.728e-02, eta: 4 days, 22:45:06, time: 0.637, data_time: 0.001, memory: 5237, top1_acc: 0.1922, top5_acc: 0.3922, loss_cls: 3.9609, loss: 3.9609, grad_norm: 1.9009 2020-07-24 07:40:01,450 - mmaction - INFO - Epoch [20][560/3757] lr: 9.728e-02, eta: 4 days, 22:44:43, time: 0.659, data_time: 0.003, memory: 5237, top1_acc: 0.1844, top5_acc: 0.4266, loss_cls: 3.9352, loss: 3.9352, grad_norm: 1.8297 2020-07-24 07:40:14,748 - mmaction - INFO - Epoch [20][580/3757] lr: 9.728e-02, eta: 4 days, 22:44:22, time: 0.665, data_time: 0.002, memory: 5237, top1_acc: 0.1852, top5_acc: 0.4000, loss_cls: 4.0394, loss: 4.0394, grad_norm: 1.8720 2020-07-24 07:40:28,781 - mmaction - INFO - Epoch [20][600/3757] lr: 9.728e-02, eta: 4 days, 22:44:07, time: 0.701, data_time: 0.001, memory: 5237, top1_acc: 0.1781, top5_acc: 0.3953, loss_cls: 3.9604, loss: 3.9604, grad_norm: 1.8356 2020-07-24 07:40:42,383 - mmaction - INFO - Epoch [20][620/3757] lr: 9.728e-02, eta: 4 days, 22:43:48, time: 0.679, data_time: 0.001, memory: 5237, top1_acc: 0.1656, top5_acc: 0.4313, loss_cls: 3.8850, loss: 3.8850, grad_norm: 1.8352 2020-07-24 07:40:55,489 - mmaction - INFO - Epoch [20][640/3757] lr: 9.728e-02, eta: 4 days, 22:43:25, time: 0.656, data_time: 0.003, memory: 5237, top1_acc: 0.1883, top5_acc: 0.4156, loss_cls: 3.8687, loss: 3.8687, grad_norm: 1.8516 2020-07-24 07:41:09,577 - mmaction - INFO - Epoch [20][660/3757] lr: 9.728e-02, eta: 4 days, 22:43:11, time: 0.704, data_time: 0.001, memory: 5237, top1_acc: 0.1742, top5_acc: 0.4047, loss_cls: 3.9752, loss: 3.9752, grad_norm: 1.8737 2020-07-24 07:41:24,340 - mmaction - INFO - Epoch [20][680/3757] lr: 9.728e-02, eta: 4 days, 22:43:02, time: 0.738, data_time: 0.002, memory: 5237, top1_acc: 0.2062, top5_acc: 0.4344, loss_cls: 3.8009, loss: 3.8009, grad_norm: 1.8625 2020-07-24 07:41:37,311 - mmaction - INFO - Epoch [20][700/3757] lr: 9.728e-02, eta: 4 days, 22:42:38, time: 0.648, data_time: 0.002, memory: 5237, top1_acc: 0.1898, top5_acc: 0.4078, loss_cls: 3.9643, loss: 3.9643, grad_norm: 1.9378 2020-07-24 07:41:50,607 - mmaction - INFO - Epoch [20][720/3757] lr: 9.728e-02, eta: 4 days, 22:42:16, time: 0.665, data_time: 0.002, memory: 5237, top1_acc: 0.1773, top5_acc: 0.4117, loss_cls: 3.9438, loss: 3.9438, grad_norm: 1.8312 2020-07-24 07:42:04,018 - mmaction - INFO - Epoch [20][740/3757] lr: 9.728e-02, eta: 4 days, 22:41:56, time: 0.671, data_time: 0.002, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4000, loss_cls: 3.9247, loss: 3.9247, grad_norm: 1.8634 2020-07-24 07:42:18,458 - mmaction - INFO - Epoch [20][760/3757] lr: 9.728e-02, eta: 4 days, 22:41:45, time: 0.723, data_time: 0.002, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4141, loss_cls: 3.8685, loss: 3.8685, grad_norm: 1.9151 2020-07-24 07:42:31,559 - mmaction - INFO - Epoch [20][780/3757] lr: 9.728e-02, eta: 4 days, 22:41:21, time: 0.654, data_time: 0.002, memory: 5237, top1_acc: 0.1812, top5_acc: 0.4062, loss_cls: 3.9058, loss: 3.9058, grad_norm: 1.8566 2020-07-24 07:42:44,454 - mmaction - INFO - Epoch [20][800/3757] lr: 9.728e-02, eta: 4 days, 22:40:57, time: 0.646, data_time: 0.002, memory: 5237, top1_acc: 0.1922, top5_acc: 0.4172, loss_cls: 3.8530, loss: 3.8530, grad_norm: 1.8851 2020-07-24 07:42:57,050 - mmaction - INFO - Epoch [20][820/3757] lr: 9.728e-02, eta: 4 days, 22:40:30, time: 0.630, data_time: 0.001, memory: 5237, top1_acc: 0.1844, top5_acc: 0.4062, loss_cls: 3.9173, loss: 3.9173, grad_norm: 1.8908 2020-07-24 07:43:10,961 - mmaction - INFO - Epoch [20][840/3757] lr: 9.728e-02, eta: 4 days, 22:40:14, time: 0.696, data_time: 0.002, memory: 5237, top1_acc: 0.1922, top5_acc: 0.4359, loss_cls: 3.8446, loss: 3.8446, grad_norm: 1.8441 2020-07-24 07:43:23,460 - mmaction - INFO - Epoch [20][860/3757] lr: 9.728e-02, eta: 4 days, 22:39:46, time: 0.624, data_time: 0.001, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4086, loss_cls: 3.9714, loss: 3.9714, grad_norm: 1.8832 2020-07-24 07:43:37,765 - mmaction - INFO - Epoch [20][880/3757] lr: 9.728e-02, eta: 4 days, 22:39:33, time: 0.716, data_time: 0.002, memory: 5237, top1_acc: 0.1609, top5_acc: 0.3891, loss_cls: 3.9510, loss: 3.9510, grad_norm: 1.8862 2020-07-24 07:43:51,145 - mmaction - INFO - Epoch [20][900/3757] lr: 9.728e-02, eta: 4 days, 22:39:12, time: 0.668, data_time: 0.001, memory: 5237, top1_acc: 0.1789, top5_acc: 0.4031, loss_cls: 3.9821, loss: 3.9821, grad_norm: 1.8819 2020-07-24 07:44:05,430 - mmaction - INFO - Epoch [20][920/3757] lr: 9.728e-02, eta: 4 days, 22:39:00, time: 0.715, data_time: 0.002, memory: 5237, top1_acc: 0.1742, top5_acc: 0.4086, loss_cls: 3.9480, loss: 3.9480, grad_norm: 1.8321 2020-07-24 07:44:18,470 - mmaction - INFO - Epoch [20][940/3757] lr: 9.728e-02, eta: 4 days, 22:38:36, time: 0.651, data_time: 0.001, memory: 5237, top1_acc: 0.1680, top5_acc: 0.4016, loss_cls: 3.9783, loss: 3.9783, grad_norm: 1.8630 2020-07-24 07:44:31,002 - mmaction - INFO - Epoch [20][960/3757] lr: 9.728e-02, eta: 4 days, 22:38:09, time: 0.628, data_time: 0.002, memory: 5237, top1_acc: 0.1672, top5_acc: 0.3859, loss_cls: 4.0069, loss: 4.0069, grad_norm: 1.8239 2020-07-24 07:44:44,984 - mmaction - INFO - Epoch [20][980/3757] lr: 9.728e-02, eta: 4 days, 22:37:53, time: 0.699, data_time: 0.002, memory: 5237, top1_acc: 0.1703, top5_acc: 0.3930, loss_cls: 3.9807, loss: 3.9807, grad_norm: 1.8331 2020-07-24 07:44:57,923 - mmaction - INFO - Epoch [20][1000/3757] lr: 9.728e-02, eta: 4 days, 22:37:29, time: 0.647, data_time: 0.002, memory: 5237, top1_acc: 0.1656, top5_acc: 0.3836, loss_cls: 4.0761, loss: 4.0761, grad_norm: 1.8467 2020-07-24 07:45:11,338 - mmaction - INFO - Epoch [20][1020/3757] lr: 9.728e-02, eta: 4 days, 22:37:09, time: 0.671, data_time: 0.002, memory: 5237, top1_acc: 0.1711, top5_acc: 0.3844, loss_cls: 3.9148, loss: 3.9148, grad_norm: 1.7607 2020-07-24 07:45:25,952 - mmaction - INFO - Epoch [20][1040/3757] lr: 9.728e-02, eta: 4 days, 22:36:58, time: 0.730, data_time: 0.002, memory: 5237, top1_acc: 0.1781, top5_acc: 0.4164, loss_cls: 3.9343, loss: 3.9343, grad_norm: 1.8157 2020-07-24 07:45:38,354 - mmaction - INFO - Epoch [20][1060/3757] lr: 9.728e-02, eta: 4 days, 22:36:30, time: 0.621, data_time: 0.002, memory: 5237, top1_acc: 0.1773, top5_acc: 0.3984, loss_cls: 4.0269, loss: 4.0269, grad_norm: 1.8404 2020-07-24 07:45:51,307 - mmaction - INFO - Epoch [20][1080/3757] lr: 9.728e-02, eta: 4 days, 22:36:06, time: 0.648, data_time: 0.002, memory: 5237, top1_acc: 0.1719, top5_acc: 0.3852, loss_cls: 4.0051, loss: 4.0051, grad_norm: 1.8587 2020-07-24 07:46:05,300 - mmaction - INFO - Epoch [20][1100/3757] lr: 9.728e-02, eta: 4 days, 22:35:50, time: 0.698, data_time: 0.001, memory: 5237, top1_acc: 0.1805, top5_acc: 0.4094, loss_cls: 3.9219, loss: 3.9219, grad_norm: 1.8239 2020-07-24 07:46:19,623 - mmaction - INFO - Epoch [20][1120/3757] lr: 9.728e-02, eta: 4 days, 22:35:37, time: 0.717, data_time: 0.003, memory: 5237, top1_acc: 0.1844, top5_acc: 0.4062, loss_cls: 3.9759, loss: 3.9759, grad_norm: 1.8342 2020-07-24 07:46:33,110 - mmaction - INFO - Epoch [20][1140/3757] lr: 9.728e-02, eta: 4 days, 22:35:18, time: 0.676, data_time: 0.003, memory: 5237, top1_acc: 0.1664, top5_acc: 0.3953, loss_cls: 3.9884, loss: 3.9884, grad_norm: 1.8260 2020-07-24 07:46:46,414 - mmaction - INFO - Epoch [20][1160/3757] lr: 9.728e-02, eta: 4 days, 22:34:57, time: 0.664, data_time: 0.002, memory: 5237, top1_acc: 0.1891, top5_acc: 0.4203, loss_cls: 3.9502, loss: 3.9502, grad_norm: 1.7975 2020-07-24 07:46:59,541 - mmaction - INFO - Epoch [20][1180/3757] lr: 9.728e-02, eta: 4 days, 22:34:34, time: 0.656, data_time: 0.003, memory: 5237, top1_acc: 0.1859, top5_acc: 0.4023, loss_cls: 3.9263, loss: 3.9263, grad_norm: 1.8246 2020-07-24 07:47:14,092 - mmaction - INFO - Epoch [20][1200/3757] lr: 9.728e-02, eta: 4 days, 22:34:23, time: 0.729, data_time: 0.004, memory: 5237, top1_acc: 0.1766, top5_acc: 0.3937, loss_cls: 3.9916, loss: 3.9916, grad_norm: 1.8669 2020-07-24 07:47:27,845 - mmaction - INFO - Epoch [20][1220/3757] lr: 9.728e-02, eta: 4 days, 22:34:06, time: 0.688, data_time: 0.002, memory: 5237, top1_acc: 0.1875, top5_acc: 0.4023, loss_cls: 3.9820, loss: 3.9820, grad_norm: 1.8154 2020-07-24 07:47:42,499 - mmaction - INFO - Epoch [20][1240/3757] lr: 9.728e-02, eta: 4 days, 22:33:56, time: 0.733, data_time: 0.002, memory: 5237, top1_acc: 0.1695, top5_acc: 0.4016, loss_cls: 3.9613, loss: 3.9613, grad_norm: 1.8324 2020-07-24 07:47:55,236 - mmaction - INFO - Epoch [20][1260/3757] lr: 9.728e-02, eta: 4 days, 22:33:30, time: 0.637, data_time: 0.002, memory: 5237, top1_acc: 0.1781, top5_acc: 0.3852, loss_cls: 3.9753, loss: 3.9753, grad_norm: 1.8296 2020-07-24 07:48:08,325 - mmaction - INFO - Epoch [20][1280/3757] lr: 9.728e-02, eta: 4 days, 22:33:07, time: 0.654, data_time: 0.002, memory: 5237, top1_acc: 0.1750, top5_acc: 0.3766, loss_cls: 4.0617, loss: 4.0617, grad_norm: 1.8701 2020-07-24 07:48:20,987 - mmaction - INFO - Epoch [20][1300/3757] lr: 9.728e-02, eta: 4 days, 22:32:41, time: 0.633, data_time: 0.002, memory: 5237, top1_acc: 0.1750, top5_acc: 0.4000, loss_cls: 3.9888, loss: 3.9888, grad_norm: 1.8563 2020-07-24 07:48:33,834 - mmaction - INFO - Epoch [20][1320/3757] lr: 9.728e-02, eta: 4 days, 22:32:16, time: 0.642, data_time: 0.003, memory: 5237, top1_acc: 0.1828, top5_acc: 0.4031, loss_cls: 3.9854, loss: 3.9854, grad_norm: 1.8855 2020-07-24 07:48:46,817 - mmaction - INFO - Epoch [20][1340/3757] lr: 9.728e-02, eta: 4 days, 22:31:52, time: 0.649, data_time: 0.002, memory: 5237, top1_acc: 0.1992, top5_acc: 0.4281, loss_cls: 3.8828, loss: 3.8828, grad_norm: 1.8832 2020-07-24 07:49:00,763 - mmaction - INFO - Epoch [20][1360/3757] lr: 9.728e-02, eta: 4 days, 22:31:37, time: 0.697, data_time: 0.003, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4164, loss_cls: 3.9179, loss: 3.9179, grad_norm: 1.8260 2020-07-24 07:49:15,001 - mmaction - INFO - Epoch [20][1380/3757] lr: 9.728e-02, eta: 4 days, 22:31:23, time: 0.713, data_time: 0.003, memory: 5237, top1_acc: 0.1711, top5_acc: 0.3844, loss_cls: 4.0454, loss: 4.0454, grad_norm: 1.8424 2020-07-24 07:49:29,331 - mmaction - INFO - Epoch [20][1400/3757] lr: 9.728e-02, eta: 4 days, 22:31:11, time: 0.717, data_time: 0.002, memory: 5237, top1_acc: 0.1797, top5_acc: 0.4094, loss_cls: 3.8967, loss: 3.8967, grad_norm: 1.7663 2020-07-24 07:49:43,290 - mmaction - INFO - Epoch [20][1420/3757] lr: 9.728e-02, eta: 4 days, 22:30:55, time: 0.698, data_time: 0.001, memory: 5237, top1_acc: 0.1859, top5_acc: 0.3984, loss_cls: 3.8859, loss: 3.8859, grad_norm: 1.8228 2020-07-24 07:49:56,341 - mmaction - INFO - Epoch [20][1440/3757] lr: 9.728e-02, eta: 4 days, 22:30:32, time: 0.653, data_time: 0.002, memory: 5237, top1_acc: 0.1672, top5_acc: 0.3930, loss_cls: 4.0344, loss: 4.0344, grad_norm: 1.8779 2020-07-24 07:50:09,198 - mmaction - INFO - Epoch [20][1460/3757] lr: 9.728e-02, eta: 4 days, 22:30:07, time: 0.642, data_time: 0.001, memory: 5237, top1_acc: 0.1844, top5_acc: 0.4078, loss_cls: 3.9835, loss: 3.9835, grad_norm: 1.8755 2020-07-24 07:50:22,922 - mmaction - INFO - Epoch [20][1480/3757] lr: 9.728e-02, eta: 4 days, 22:29:50, time: 0.686, data_time: 0.002, memory: 5237, top1_acc: 0.1984, top5_acc: 0.4039, loss_cls: 3.9630, loss: 3.9630, grad_norm: 1.8225 2020-07-24 07:50:35,845 - mmaction - INFO - Epoch [20][1500/3757] lr: 9.728e-02, eta: 4 days, 22:29:25, time: 0.646, data_time: 0.002, memory: 5237, top1_acc: 0.1812, top5_acc: 0.4102, loss_cls: 3.9180, loss: 3.9180, grad_norm: 1.8338 2020-07-24 07:50:48,121 - mmaction - INFO - Epoch [20][1520/3757] lr: 9.728e-02, eta: 4 days, 22:28:56, time: 0.614, data_time: 0.002, memory: 5237, top1_acc: 0.1836, top5_acc: 0.4102, loss_cls: 3.9617, loss: 3.9617, grad_norm: 1.8315 2020-07-24 07:51:00,694 - mmaction - INFO - Epoch [20][1540/3757] lr: 9.728e-02, eta: 4 days, 22:28:29, time: 0.629, data_time: 0.001, memory: 5237, top1_acc: 0.1836, top5_acc: 0.4195, loss_cls: 3.8984, loss: 3.8984, grad_norm: 1.8394 2020-07-24 07:51:15,471 - mmaction - INFO - Epoch [20][1560/3757] lr: 9.728e-02, eta: 4 days, 22:28:20, time: 0.739, data_time: 0.002, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4219, loss_cls: 3.8940, loss: 3.8940, grad_norm: 1.8724 2020-07-24 07:51:28,599 - mmaction - INFO - Epoch [20][1580/3757] lr: 9.728e-02, eta: 4 days, 22:27:57, time: 0.655, data_time: 0.001, memory: 5237, top1_acc: 0.1742, top5_acc: 0.3977, loss_cls: 3.9961, loss: 3.9961, grad_norm: 1.8247 2020-07-24 07:51:41,288 - mmaction - INFO - Epoch [20][1600/3757] lr: 9.728e-02, eta: 4 days, 22:27:31, time: 0.634, data_time: 0.002, memory: 5237, top1_acc: 0.1883, top5_acc: 0.4234, loss_cls: 3.9070, loss: 3.9070, grad_norm: 1.8559 2020-07-24 07:51:54,264 - mmaction - INFO - Epoch [20][1620/3757] lr: 9.728e-02, eta: 4 days, 22:27:08, time: 0.650, data_time: 0.002, memory: 5237, top1_acc: 0.1719, top5_acc: 0.3961, loss_cls: 4.0144, loss: 4.0144, grad_norm: 1.8888 2020-07-24 07:52:08,397 - mmaction - INFO - Epoch [20][1640/3757] lr: 9.728e-02, eta: 4 days, 22:26:53, time: 0.706, data_time: 0.001, memory: 5237, top1_acc: 0.2000, top5_acc: 0.4102, loss_cls: 3.9172, loss: 3.9172, grad_norm: 1.8803 2020-07-24 07:52:21,017 - mmaction - INFO - Epoch [20][1660/3757] lr: 9.728e-02, eta: 4 days, 22:26:27, time: 0.630, data_time: 0.002, memory: 5237, top1_acc: 0.1586, top5_acc: 0.3930, loss_cls: 4.0340, loss: 4.0340, grad_norm: 1.8315 2020-07-24 07:52:36,290 - mmaction - INFO - Epoch [20][1680/3757] lr: 9.728e-02, eta: 4 days, 22:26:22, time: 0.764, data_time: 0.003, memory: 5237, top1_acc: 0.1781, top5_acc: 0.3977, loss_cls: 3.9372, loss: 3.9372, grad_norm: 1.7906 2020-07-24 07:52:49,377 - mmaction - INFO - Epoch [20][1700/3757] lr: 9.728e-02, eta: 4 days, 22:25:59, time: 0.655, data_time: 0.002, memory: 5237, top1_acc: 0.1867, top5_acc: 0.4148, loss_cls: 3.9457, loss: 3.9457, grad_norm: 1.8500 2020-07-24 07:53:03,188 - mmaction - INFO - Epoch [20][1720/3757] lr: 9.728e-02, eta: 4 days, 22:25:42, time: 0.690, data_time: 0.002, memory: 5237, top1_acc: 0.1711, top5_acc: 0.4109, loss_cls: 3.9524, loss: 3.9524, grad_norm: 1.8658 2020-07-24 07:53:17,078 - mmaction - INFO - Epoch [20][1740/3757] lr: 9.728e-02, eta: 4 days, 22:25:26, time: 0.694, data_time: 0.001, memory: 5237, top1_acc: 0.1742, top5_acc: 0.3922, loss_cls: 3.9747, loss: 3.9747, grad_norm: 1.8382 2020-07-24 07:53:30,962 - mmaction - INFO - Epoch [20][1760/3757] lr: 9.728e-02, eta: 4 days, 22:25:10, time: 0.695, data_time: 0.003, memory: 5237, top1_acc: 0.1656, top5_acc: 0.3961, loss_cls: 3.9857, loss: 3.9857, grad_norm: 1.8696 2020-07-24 07:53:44,966 - mmaction - INFO - Epoch [20][1780/3757] lr: 9.728e-02, eta: 4 days, 22:24:55, time: 0.699, data_time: 0.001, memory: 5237, top1_acc: 0.1836, top5_acc: 0.4062, loss_cls: 3.9502, loss: 3.9502, grad_norm: 1.8756 2020-07-24 07:53:58,016 - mmaction - INFO - Epoch [20][1800/3757] lr: 9.728e-02, eta: 4 days, 22:24:31, time: 0.652, data_time: 0.002, memory: 5237, top1_acc: 0.1859, top5_acc: 0.4031, loss_cls: 3.9410, loss: 3.9410, grad_norm: 1.8327 2020-07-24 07:54:11,930 - mmaction - INFO - Epoch [20][1820/3757] lr: 9.728e-02, eta: 4 days, 22:24:15, time: 0.696, data_time: 0.002, memory: 5237, top1_acc: 0.2039, top5_acc: 0.4117, loss_cls: 3.8960, loss: 3.8960, grad_norm: 1.8450 2020-07-24 07:54:26,362 - mmaction - INFO - Epoch [20][1840/3757] lr: 9.728e-02, eta: 4 days, 22:24:04, time: 0.722, data_time: 0.003, memory: 5237, top1_acc: 0.1734, top5_acc: 0.4062, loss_cls: 3.9951, loss: 3.9951, grad_norm: 1.8839 2020-07-24 07:54:41,815 - mmaction - INFO - Epoch [20][1860/3757] lr: 9.728e-02, eta: 4 days, 22:24:01, time: 0.773, data_time: 0.002, memory: 5237, top1_acc: 0.1758, top5_acc: 0.3977, loss_cls: 3.9261, loss: 3.9261, grad_norm: 1.8800 2020-07-24 07:54:54,352 - mmaction - INFO - Epoch [20][1880/3757] lr: 9.728e-02, eta: 4 days, 22:23:33, time: 0.627, data_time: 0.002, memory: 5237, top1_acc: 0.1766, top5_acc: 0.3937, loss_cls: 4.0094, loss: 4.0094, grad_norm: 1.8860 2020-07-24 07:55:08,310 - mmaction - INFO - Epoch [20][1900/3757] lr: 9.728e-02, eta: 4 days, 22:23:18, time: 0.698, data_time: 0.002, memory: 5237, top1_acc: 0.1922, top5_acc: 0.4125, loss_cls: 3.9296, loss: 3.9296, grad_norm: 1.8697 2020-07-24 07:55:23,917 - mmaction - INFO - Epoch [20][1920/3757] lr: 9.728e-02, eta: 4 days, 22:23:16, time: 0.780, data_time: 0.002, memory: 5237, top1_acc: 0.1859, top5_acc: 0.3930, loss_cls: 3.9560, loss: 3.9560, grad_norm: 1.8929 2020-07-24 07:55:36,855 - mmaction - INFO - Epoch [20][1940/3757] lr: 9.728e-02, eta: 4 days, 22:22:52, time: 0.647, data_time: 0.002, memory: 5237, top1_acc: 0.1797, top5_acc: 0.3883, loss_cls: 3.9616, loss: 3.9616, grad_norm: 1.8308 2020-07-24 07:55:50,102 - mmaction - INFO - Epoch [20][1960/3757] lr: 9.728e-02, eta: 4 days, 22:22:30, time: 0.662, data_time: 0.002, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4250, loss_cls: 3.9083, loss: 3.9083, grad_norm: 1.7989 2020-07-24 07:56:03,244 - mmaction - INFO - Epoch [20][1980/3757] lr: 9.728e-02, eta: 4 days, 22:22:08, time: 0.658, data_time: 0.002, memory: 5237, top1_acc: 0.2062, top5_acc: 0.4070, loss_cls: 3.9118, loss: 3.9118, grad_norm: 1.9374 2020-07-24 07:56:16,644 - mmaction - INFO - Epoch [20][2000/3757] lr: 9.728e-02, eta: 4 days, 22:21:48, time: 0.669, data_time: 0.002, memory: 5237, top1_acc: 0.1664, top5_acc: 0.3961, loss_cls: 4.0162, loss: 4.0162, grad_norm: 1.8110 2020-07-24 07:56:30,208 - mmaction - INFO - Epoch [20][2020/3757] lr: 9.728e-02, eta: 4 days, 22:21:29, time: 0.678, data_time: 0.002, memory: 5237, top1_acc: 0.1836, top5_acc: 0.3930, loss_cls: 3.9815, loss: 3.9815, grad_norm: 1.8066 2020-07-24 07:56:43,106 - mmaction - INFO - Epoch [20][2040/3757] lr: 9.728e-02, eta: 4 days, 22:21:04, time: 0.645, data_time: 0.002, memory: 5237, top1_acc: 0.2000, top5_acc: 0.4234, loss_cls: 3.8891, loss: 3.8891, grad_norm: 1.8011 2020-07-24 07:56:56,130 - mmaction - INFO - Epoch [20][2060/3757] lr: 9.728e-02, eta: 4 days, 22:20:41, time: 0.652, data_time: 0.003, memory: 5237, top1_acc: 0.2047, top5_acc: 0.4367, loss_cls: 3.8546, loss: 3.8546, grad_norm: 1.8412 2020-07-24 07:57:08,753 - mmaction - INFO - Epoch [20][2080/3757] lr: 9.728e-02, eta: 4 days, 22:20:15, time: 0.631, data_time: 0.001, memory: 5237, top1_acc: 0.1977, top5_acc: 0.4070, loss_cls: 3.8924, loss: 3.8924, grad_norm: 1.8601 2020-07-24 07:57:21,664 - mmaction - INFO - Epoch [20][2100/3757] lr: 9.728e-02, eta: 4 days, 22:19:50, time: 0.645, data_time: 0.002, memory: 5237, top1_acc: 0.1922, top5_acc: 0.4172, loss_cls: 3.9151, loss: 3.9151, grad_norm: 1.8431 2020-07-24 07:57:34,922 - mmaction - INFO - Epoch [20][2120/3757] lr: 9.728e-02, eta: 4 days, 22:19:29, time: 0.663, data_time: 0.003, memory: 5237, top1_acc: 0.2062, top5_acc: 0.4523, loss_cls: 3.7910, loss: 3.7910, grad_norm: 1.8622 2020-07-24 07:57:47,408 - mmaction - INFO - Epoch [20][2140/3757] lr: 9.728e-02, eta: 4 days, 22:19:02, time: 0.625, data_time: 0.002, memory: 5237, top1_acc: 0.1828, top5_acc: 0.4000, loss_cls: 3.9440, loss: 3.9440, grad_norm: 1.9154 2020-07-24 07:58:00,860 - mmaction - INFO - Epoch [20][2160/3757] lr: 9.728e-02, eta: 4 days, 22:18:42, time: 0.673, data_time: 0.001, memory: 5237, top1_acc: 0.2289, top5_acc: 0.4258, loss_cls: 3.8427, loss: 3.8427, grad_norm: 1.8935 2020-07-24 07:58:14,580 - mmaction - INFO - Epoch [20][2180/3757] lr: 9.728e-02, eta: 4 days, 22:18:24, time: 0.685, data_time: 0.002, memory: 5237, top1_acc: 0.1758, top5_acc: 0.3930, loss_cls: 3.9897, loss: 3.9897, grad_norm: 1.8856 2020-07-24 07:58:27,691 - mmaction - INFO - Epoch [20][2200/3757] lr: 9.728e-02, eta: 4 days, 22:18:02, time: 0.657, data_time: 0.003, memory: 5237, top1_acc: 0.1867, top5_acc: 0.4086, loss_cls: 3.9348, loss: 3.9348, grad_norm: 1.8387 2020-07-24 07:58:40,264 - mmaction - INFO - Epoch [20][2220/3757] lr: 9.728e-02, eta: 4 days, 22:17:35, time: 0.628, data_time: 0.002, memory: 5237, top1_acc: 0.2070, top5_acc: 0.4078, loss_cls: 3.9352, loss: 3.9352, grad_norm: 1.8360 2020-07-24 07:58:53,676 - mmaction - INFO - Epoch [20][2240/3757] lr: 9.728e-02, eta: 4 days, 22:17:15, time: 0.671, data_time: 0.002, memory: 5237, top1_acc: 0.1953, top5_acc: 0.4148, loss_cls: 3.9418, loss: 3.9418, grad_norm: 1.9007 2020-07-24 07:59:08,030 - mmaction - INFO - Epoch [20][2260/3757] lr: 9.728e-02, eta: 4 days, 22:17:03, time: 0.717, data_time: 0.001, memory: 5237, top1_acc: 0.2000, top5_acc: 0.4180, loss_cls: 3.9026, loss: 3.9026, grad_norm: 1.8918 2020-07-24 07:59:22,273 - mmaction - INFO - Epoch [20][2280/3757] lr: 9.728e-02, eta: 4 days, 22:16:49, time: 0.713, data_time: 0.002, memory: 5237, top1_acc: 0.1680, top5_acc: 0.3852, loss_cls: 4.0739, loss: 4.0739, grad_norm: 1.8923 2020-07-24 07:59:36,539 - mmaction - INFO - Epoch [20][2300/3757] lr: 9.728e-02, eta: 4 days, 22:16:36, time: 0.712, data_time: 0.001, memory: 5237, top1_acc: 0.1859, top5_acc: 0.4062, loss_cls: 3.9532, loss: 3.9532, grad_norm: 1.8955 2020-07-24 07:59:49,678 - mmaction - INFO - Epoch [20][2320/3757] lr: 9.728e-02, eta: 4 days, 22:16:14, time: 0.658, data_time: 0.002, memory: 5237, top1_acc: 0.1812, top5_acc: 0.4102, loss_cls: 3.9186, loss: 3.9186, grad_norm: 1.8945 2020-07-24 08:00:02,466 - mmaction - INFO - Epoch [20][2340/3757] lr: 9.728e-02, eta: 4 days, 22:15:49, time: 0.639, data_time: 0.001, memory: 5237, top1_acc: 0.1758, top5_acc: 0.4164, loss_cls: 3.8838, loss: 3.8838, grad_norm: 1.8393 2020-07-24 08:00:21,122 - mmaction - INFO - Epoch [20][2360/3757] lr: 9.728e-02, eta: 4 days, 22:16:11, time: 0.930, data_time: 0.002, memory: 5237, top1_acc: 0.1820, top5_acc: 0.3828, loss_cls: 4.0134, loss: 4.0134, grad_norm: 1.8539 2020-07-24 08:00:33,896 - mmaction - INFO - Epoch [20][2380/3757] lr: 9.728e-02, eta: 4 days, 22:15:46, time: 0.641, data_time: 0.004, memory: 5237, top1_acc: 0.1766, top5_acc: 0.4156, loss_cls: 3.9119, loss: 3.9119, grad_norm: 1.8143 2020-07-24 08:00:48,498 - mmaction - INFO - Epoch [20][2400/3757] lr: 9.728e-02, eta: 4 days, 22:15:36, time: 0.730, data_time: 0.002, memory: 5237, top1_acc: 0.1914, top5_acc: 0.4281, loss_cls: 3.8829, loss: 3.8829, grad_norm: 1.8653 2020-07-24 08:01:01,532 - mmaction - INFO - Epoch [20][2420/3757] lr: 9.728e-02, eta: 4 days, 22:15:13, time: 0.651, data_time: 0.002, memory: 5237, top1_acc: 0.1977, top5_acc: 0.4109, loss_cls: 3.9008, loss: 3.9008, grad_norm: 1.8552 2020-07-24 08:01:14,219 - mmaction - INFO - Epoch [20][2440/3757] lr: 9.728e-02, eta: 4 days, 22:14:47, time: 0.635, data_time: 0.003, memory: 5237, top1_acc: 0.1891, top5_acc: 0.3898, loss_cls: 3.9693, loss: 3.9693, grad_norm: 1.8797 2020-07-24 08:01:27,751 - mmaction - INFO - Epoch [20][2460/3757] lr: 9.728e-02, eta: 4 days, 22:14:28, time: 0.676, data_time: 0.002, memory: 5237, top1_acc: 0.1922, top5_acc: 0.4172, loss_cls: 3.8865, loss: 3.8865, grad_norm: 1.8384 2020-07-24 08:01:40,549 - mmaction - INFO - Epoch [20][2480/3757] lr: 9.728e-02, eta: 4 days, 22:14:03, time: 0.641, data_time: 0.002, memory: 5237, top1_acc: 0.1805, top5_acc: 0.3820, loss_cls: 4.0447, loss: 4.0447, grad_norm: 1.8611 2020-07-24 08:01:54,132 - mmaction - INFO - Epoch [20][2500/3757] lr: 9.728e-02, eta: 4 days, 22:13:45, time: 0.679, data_time: 0.001, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4141, loss_cls: 3.8981, loss: 3.8981, grad_norm: 1.8350 2020-07-24 08:02:07,248 - mmaction - INFO - Epoch [20][2520/3757] lr: 9.728e-02, eta: 4 days, 22:13:22, time: 0.656, data_time: 0.002, memory: 5237, top1_acc: 0.1789, top5_acc: 0.4227, loss_cls: 3.8923, loss: 3.8923, grad_norm: 1.8237 2020-07-24 08:02:20,894 - mmaction - INFO - Epoch [20][2540/3757] lr: 9.728e-02, eta: 4 days, 22:13:04, time: 0.682, data_time: 0.001, memory: 5237, top1_acc: 0.1844, top5_acc: 0.3953, loss_cls: 4.0192, loss: 4.0192, grad_norm: 1.8305 2020-07-24 08:02:35,727 - mmaction - INFO - Epoch [20][2560/3757] lr: 9.728e-02, eta: 4 days, 22:12:56, time: 0.741, data_time: 0.002, memory: 5237, top1_acc: 0.1844, top5_acc: 0.3961, loss_cls: 3.9867, loss: 3.9867, grad_norm: 1.8593 2020-07-24 08:02:48,391 - mmaction - INFO - Epoch [20][2580/3757] lr: 9.728e-02, eta: 4 days, 22:12:29, time: 0.633, data_time: 0.001, memory: 5237, top1_acc: 0.1648, top5_acc: 0.4031, loss_cls: 3.9753, loss: 3.9753, grad_norm: 1.8299 2020-07-24 08:03:01,714 - mmaction - INFO - Epoch [20][2600/3757] lr: 9.728e-02, eta: 4 days, 22:12:09, time: 0.667, data_time: 0.002, memory: 5237, top1_acc: 0.1906, top5_acc: 0.4266, loss_cls: 3.8546, loss: 3.8546, grad_norm: 1.8748 2020-07-24 08:03:15,631 - mmaction - INFO - Epoch [20][2620/3757] lr: 9.728e-02, eta: 4 days, 22:11:53, time: 0.695, data_time: 0.003, memory: 5237, top1_acc: 0.1859, top5_acc: 0.4109, loss_cls: 3.9233, loss: 3.9233, grad_norm: 1.9029 2020-07-24 08:03:28,960 - mmaction - INFO - Epoch [20][2640/3757] lr: 9.728e-02, eta: 4 days, 22:11:32, time: 0.667, data_time: 0.002, memory: 5237, top1_acc: 0.1898, top5_acc: 0.4141, loss_cls: 3.9436, loss: 3.9436, grad_norm: 1.8425 2020-07-24 08:03:41,594 - mmaction - INFO - Epoch [20][2660/3757] lr: 9.728e-02, eta: 4 days, 22:11:06, time: 0.631, data_time: 0.002, memory: 5237, top1_acc: 0.1906, top5_acc: 0.4180, loss_cls: 3.9173, loss: 3.9173, grad_norm: 1.8394 2020-07-24 08:03:54,131 - mmaction - INFO - Epoch [20][2680/3757] lr: 9.728e-02, eta: 4 days, 22:10:39, time: 0.627, data_time: 0.002, memory: 5237, top1_acc: 0.1812, top5_acc: 0.4133, loss_cls: 3.9937, loss: 3.9937, grad_norm: 1.8936 2020-07-24 08:04:07,370 - mmaction - INFO - Epoch [20][2700/3757] lr: 9.728e-02, eta: 4 days, 22:10:18, time: 0.662, data_time: 0.002, memory: 5237, top1_acc: 0.1852, top5_acc: 0.4000, loss_cls: 3.9436, loss: 3.9436, grad_norm: 1.8891 2020-07-24 08:04:20,416 - mmaction - INFO - Epoch [20][2720/3757] lr: 9.728e-02, eta: 4 days, 22:09:55, time: 0.652, data_time: 0.001, memory: 5237, top1_acc: 0.1805, top5_acc: 0.4180, loss_cls: 3.9857, loss: 3.9857, grad_norm: 1.8835 2020-07-24 08:04:33,224 - mmaction - INFO - Epoch [20][2740/3757] lr: 9.728e-02, eta: 4 days, 22:09:30, time: 0.640, data_time: 0.001, memory: 5237, top1_acc: 0.1844, top5_acc: 0.4211, loss_cls: 3.8919, loss: 3.8919, grad_norm: 1.8286 2020-07-24 08:04:46,858 - mmaction - INFO - Epoch [20][2760/3757] lr: 9.728e-02, eta: 4 days, 22:09:12, time: 0.682, data_time: 0.002, memory: 5237, top1_acc: 0.1906, top5_acc: 0.4234, loss_cls: 3.9320, loss: 3.9320, grad_norm: 1.8831 2020-07-24 08:05:00,874 - mmaction - INFO - Epoch [20][2780/3757] lr: 9.728e-02, eta: 4 days, 22:08:57, time: 0.701, data_time: 0.001, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4344, loss_cls: 3.8549, loss: 3.8549, grad_norm: 1.8853 2020-07-24 08:05:14,801 - mmaction - INFO - Epoch [20][2800/3757] lr: 9.728e-02, eta: 4 days, 22:08:41, time: 0.696, data_time: 0.001, memory: 5237, top1_acc: 0.1789, top5_acc: 0.3914, loss_cls: 3.9645, loss: 3.9645, grad_norm: 1.8646 2020-07-24 08:05:29,690 - mmaction - INFO - Epoch [20][2820/3757] lr: 9.728e-02, eta: 4 days, 22:08:33, time: 0.745, data_time: 0.002, memory: 5237, top1_acc: 0.1883, top5_acc: 0.3898, loss_cls: 3.9701, loss: 3.9701, grad_norm: 1.8011 2020-07-24 08:05:42,277 - mmaction - INFO - Epoch [20][2840/3757] lr: 9.728e-02, eta: 4 days, 22:08:06, time: 0.630, data_time: 0.001, memory: 5237, top1_acc: 0.1711, top5_acc: 0.4031, loss_cls: 3.9823, loss: 3.9823, grad_norm: 1.8473 2020-07-24 08:05:55,257 - mmaction - INFO - Epoch [20][2860/3757] lr: 9.728e-02, eta: 4 days, 22:07:43, time: 0.647, data_time: 0.001, memory: 5237, top1_acc: 0.1727, top5_acc: 0.3914, loss_cls: 4.0126, loss: 4.0126, grad_norm: 1.8747 2020-07-24 08:06:09,235 - mmaction - INFO - Epoch [20][2880/3757] lr: 9.728e-02, eta: 4 days, 22:07:27, time: 0.701, data_time: 0.003, memory: 5237, top1_acc: 0.1766, top5_acc: 0.3984, loss_cls: 3.9794, loss: 3.9794, grad_norm: 1.8402 2020-07-24 08:06:24,520 - mmaction - INFO - Epoch [20][2900/3757] lr: 9.728e-02, eta: 4 days, 22:07:22, time: 0.763, data_time: 0.001, memory: 5237, top1_acc: 0.1938, top5_acc: 0.4070, loss_cls: 3.8985, loss: 3.8985, grad_norm: 1.8739 2020-07-24 08:06:38,587 - mmaction - INFO - Epoch [20][2920/3757] lr: 9.728e-02, eta: 4 days, 22:07:08, time: 0.704, data_time: 0.003, memory: 5237, top1_acc: 0.1742, top5_acc: 0.3891, loss_cls: 3.9727, loss: 3.9727, grad_norm: 1.8722 2020-07-24 08:06:51,653 - mmaction - INFO - Epoch [20][2940/3757] lr: 9.728e-02, eta: 4 days, 22:06:45, time: 0.653, data_time: 0.002, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4109, loss_cls: 3.9465, loss: 3.9465, grad_norm: 1.8390 2020-07-24 08:07:04,884 - mmaction - INFO - Epoch [20][2960/3757] lr: 9.728e-02, eta: 4 days, 22:06:24, time: 0.662, data_time: 0.003, memory: 5237, top1_acc: 0.1789, top5_acc: 0.3891, loss_cls: 4.0014, loss: 4.0014, grad_norm: 1.7875 2020-07-24 08:07:19,763 - mmaction - INFO - Epoch [20][2980/3757] lr: 9.728e-02, eta: 4 days, 22:06:16, time: 0.744, data_time: 0.002, memory: 5237, top1_acc: 0.1805, top5_acc: 0.4070, loss_cls: 3.9742, loss: 3.9742, grad_norm: 1.8482 2020-07-24 08:07:32,251 - mmaction - INFO - Epoch [20][3000/3757] lr: 9.728e-02, eta: 4 days, 22:05:48, time: 0.624, data_time: 0.001, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4172, loss_cls: 3.9017, loss: 3.9017, grad_norm: 1.8611 2020-07-24 08:07:46,756 - mmaction - INFO - Epoch [20][3020/3757] lr: 9.728e-02, eta: 4 days, 22:05:37, time: 0.723, data_time: 0.001, memory: 5237, top1_acc: 0.1672, top5_acc: 0.3930, loss_cls: 3.9828, loss: 3.9828, grad_norm: 1.8742 2020-07-24 08:08:02,290 - mmaction - INFO - Epoch [20][3040/3757] lr: 9.728e-02, eta: 4 days, 22:05:35, time: 0.779, data_time: 0.004, memory: 5237, top1_acc: 0.1633, top5_acc: 0.4000, loss_cls: 4.0143, loss: 4.0143, grad_norm: 1.8551 2020-07-24 08:08:16,183 - mmaction - INFO - Epoch [20][3060/3757] lr: 9.728e-02, eta: 4 days, 22:05:19, time: 0.695, data_time: 0.002, memory: 5237, top1_acc: 0.1781, top5_acc: 0.4023, loss_cls: 3.8954, loss: 3.8954, grad_norm: 1.8227 2020-07-24 08:08:29,265 - mmaction - INFO - Epoch [20][3080/3757] lr: 9.728e-02, eta: 4 days, 22:04:56, time: 0.653, data_time: 0.002, memory: 5237, top1_acc: 0.1820, top5_acc: 0.4039, loss_cls: 3.8987, loss: 3.8987, grad_norm: 1.8568 2020-07-24 08:08:42,762 - mmaction - INFO - Epoch [20][3100/3757] lr: 9.728e-02, eta: 4 days, 22:04:37, time: 0.676, data_time: 0.002, memory: 5237, top1_acc: 0.1945, top5_acc: 0.3992, loss_cls: 3.9853, loss: 3.9853, grad_norm: 1.8466 2020-07-24 08:08:55,591 - mmaction - INFO - Epoch [20][3120/3757] lr: 9.728e-02, eta: 4 days, 22:04:12, time: 0.641, data_time: 0.002, memory: 5237, top1_acc: 0.1859, top5_acc: 0.4117, loss_cls: 3.9162, loss: 3.9162, grad_norm: 1.8419 2020-07-24 08:09:09,207 - mmaction - INFO - Epoch [20][3140/3757] lr: 9.728e-02, eta: 4 days, 22:03:54, time: 0.681, data_time: 0.002, memory: 5237, top1_acc: 0.1648, top5_acc: 0.3820, loss_cls: 3.9967, loss: 3.9967, grad_norm: 1.8333 2020-07-24 08:09:22,587 - mmaction - INFO - Epoch [20][3160/3757] lr: 9.728e-02, eta: 4 days, 22:03:34, time: 0.668, data_time: 0.002, memory: 5237, top1_acc: 0.1875, top5_acc: 0.4086, loss_cls: 3.9426, loss: 3.9426, grad_norm: 1.8702 2020-07-24 08:09:36,381 - mmaction - INFO - Epoch [20][3180/3757] lr: 9.728e-02, eta: 4 days, 22:03:17, time: 0.690, data_time: 0.002, memory: 5237, top1_acc: 0.1602, top5_acc: 0.4055, loss_cls: 4.0449, loss: 4.0449, grad_norm: 1.8906 2020-07-24 08:09:49,960 - mmaction - INFO - Epoch [20][3200/3757] lr: 9.728e-02, eta: 4 days, 22:02:58, time: 0.679, data_time: 0.002, memory: 5237, top1_acc: 0.1711, top5_acc: 0.4250, loss_cls: 3.8924, loss: 3.8924, grad_norm: 1.8733 2020-07-24 08:10:02,938 - mmaction - INFO - Epoch [20][3220/3757] lr: 9.728e-02, eta: 4 days, 22:02:35, time: 0.648, data_time: 0.002, memory: 5237, top1_acc: 0.1922, top5_acc: 0.4164, loss_cls: 3.9418, loss: 3.9418, grad_norm: 1.8752 2020-07-24 08:10:16,535 - mmaction - INFO - Epoch [20][3240/3757] lr: 9.728e-02, eta: 4 days, 22:02:16, time: 0.680, data_time: 0.003, memory: 5237, top1_acc: 0.1766, top5_acc: 0.3820, loss_cls: 4.0507, loss: 4.0507, grad_norm: 1.8775 2020-07-24 08:10:29,973 - mmaction - INFO - Epoch [20][3260/3757] lr: 9.728e-02, eta: 4 days, 22:01:57, time: 0.673, data_time: 0.003, memory: 5237, top1_acc: 0.2008, top5_acc: 0.4195, loss_cls: 3.8964, loss: 3.8964, grad_norm: 1.8253 2020-07-24 08:10:43,552 - mmaction - INFO - Epoch [20][3280/3757] lr: 9.728e-02, eta: 4 days, 22:01:38, time: 0.678, data_time: 0.002, memory: 5237, top1_acc: 0.1750, top5_acc: 0.3828, loss_cls: 4.0242, loss: 4.0242, grad_norm: 1.8927 2020-07-24 08:10:57,071 - mmaction - INFO - Epoch [20][3300/3757] lr: 9.728e-02, eta: 4 days, 22:01:19, time: 0.677, data_time: 0.003, memory: 5237, top1_acc: 0.1781, top5_acc: 0.4102, loss_cls: 3.9368, loss: 3.9368, grad_norm: 1.8472 2020-07-24 08:11:10,157 - mmaction - INFO - Epoch [20][3320/3757] lr: 9.728e-02, eta: 4 days, 22:00:57, time: 0.654, data_time: 0.002, memory: 5237, top1_acc: 0.1820, top5_acc: 0.3977, loss_cls: 3.9451, loss: 3.9451, grad_norm: 1.8435 2020-07-24 08:11:23,625 - mmaction - INFO - Epoch [20][3340/3757] lr: 9.728e-02, eta: 4 days, 22:00:37, time: 0.673, data_time: 0.002, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4195, loss_cls: 3.9087, loss: 3.9087, grad_norm: 1.8602 2020-07-24 08:11:36,907 - mmaction - INFO - Epoch [20][3360/3757] lr: 9.728e-02, eta: 4 days, 22:00:17, time: 0.665, data_time: 0.003, memory: 5237, top1_acc: 0.2055, top5_acc: 0.4227, loss_cls: 3.9121, loss: 3.9121, grad_norm: 1.8818 2020-07-24 08:11:49,885 - mmaction - INFO - Epoch [20][3380/3757] lr: 9.728e-02, eta: 4 days, 21:59:53, time: 0.649, data_time: 0.001, memory: 5237, top1_acc: 0.1992, top5_acc: 0.4031, loss_cls: 3.9510, loss: 3.9510, grad_norm: 1.8570 2020-07-24 08:12:03,826 - mmaction - INFO - Epoch [20][3400/3757] lr: 9.728e-02, eta: 4 days, 21:59:38, time: 0.697, data_time: 0.002, memory: 5237, top1_acc: 0.1953, top5_acc: 0.4180, loss_cls: 3.9047, loss: 3.9047, grad_norm: 1.8810 2020-07-24 08:12:16,202 - mmaction - INFO - Epoch [20][3420/3757] lr: 9.728e-02, eta: 4 days, 21:59:09, time: 0.619, data_time: 0.002, memory: 5237, top1_acc: 0.2055, top5_acc: 0.4266, loss_cls: 3.8900, loss: 3.8900, grad_norm: 1.8840 2020-07-24 08:12:28,951 - mmaction - INFO - Epoch [20][3440/3757] lr: 9.728e-02, eta: 4 days, 21:58:44, time: 0.638, data_time: 0.002, memory: 5237, top1_acc: 0.1852, top5_acc: 0.3992, loss_cls: 3.9168, loss: 3.9168, grad_norm: 1.8497 2020-07-24 08:12:42,651 - mmaction - INFO - Epoch [20][3460/3757] lr: 9.728e-02, eta: 4 days, 21:58:26, time: 0.683, data_time: 0.002, memory: 5237, top1_acc: 0.1680, top5_acc: 0.3945, loss_cls: 4.0455, loss: 4.0455, grad_norm: 1.8492 2020-07-24 08:12:57,975 - mmaction - INFO - Epoch [20][3480/3757] lr: 9.728e-02, eta: 4 days, 21:58:22, time: 0.766, data_time: 0.004, memory: 5237, top1_acc: 0.1891, top5_acc: 0.4086, loss_cls: 3.9864, loss: 3.9864, grad_norm: 1.8858 2020-07-24 08:13:11,917 - mmaction - INFO - Epoch [20][3500/3757] lr: 9.728e-02, eta: 4 days, 21:58:06, time: 0.699, data_time: 0.004, memory: 5237, top1_acc: 0.1805, top5_acc: 0.3922, loss_cls: 3.9953, loss: 3.9953, grad_norm: 1.8763 2020-07-24 08:13:25,159 - mmaction - INFO - Epoch [20][3520/3757] lr: 9.728e-02, eta: 4 days, 21:57:45, time: 0.662, data_time: 0.002, memory: 5237, top1_acc: 0.1992, top5_acc: 0.4234, loss_cls: 3.9036, loss: 3.9036, grad_norm: 1.8803 2020-07-24 08:13:37,674 - mmaction - INFO - Epoch [20][3540/3757] lr: 9.728e-02, eta: 4 days, 21:57:18, time: 0.625, data_time: 0.002, memory: 5237, top1_acc: 0.1781, top5_acc: 0.3766, loss_cls: 3.9804, loss: 3.9804, grad_norm: 1.8581 2020-07-24 08:13:50,420 - mmaction - INFO - Epoch [20][3560/3757] lr: 9.728e-02, eta: 4 days, 21:56:53, time: 0.637, data_time: 0.002, memory: 5237, top1_acc: 0.1688, top5_acc: 0.3812, loss_cls: 4.0817, loss: 4.0817, grad_norm: 1.8191 2020-07-24 08:14:03,541 - mmaction - INFO - Epoch [20][3580/3757] lr: 9.728e-02, eta: 4 days, 21:56:31, time: 0.656, data_time: 0.003, memory: 5237, top1_acc: 0.1828, top5_acc: 0.4117, loss_cls: 3.9374, loss: 3.9374, grad_norm: 1.8100 2020-07-24 08:14:16,237 - mmaction - INFO - Epoch [20][3600/3757] lr: 9.728e-02, eta: 4 days, 21:56:05, time: 0.635, data_time: 0.002, memory: 5237, top1_acc: 0.1914, top5_acc: 0.4094, loss_cls: 3.9333, loss: 3.9333, grad_norm: 1.8429 2020-07-24 08:14:28,955 - mmaction - INFO - Epoch [20][3620/3757] lr: 9.728e-02, eta: 4 days, 21:55:40, time: 0.635, data_time: 0.001, memory: 5237, top1_acc: 0.1883, top5_acc: 0.4305, loss_cls: 3.8756, loss: 3.8756, grad_norm: 1.8578 2020-07-24 08:14:41,542 - mmaction - INFO - Epoch [20][3640/3757] lr: 9.728e-02, eta: 4 days, 21:55:14, time: 0.630, data_time: 0.002, memory: 5237, top1_acc: 0.2148, top5_acc: 0.4352, loss_cls: 3.8192, loss: 3.8192, grad_norm: 1.8735 2020-07-24 08:14:54,010 - mmaction - INFO - Epoch [20][3660/3757] lr: 9.728e-02, eta: 4 days, 21:54:46, time: 0.623, data_time: 0.001, memory: 5237, top1_acc: 0.2016, top5_acc: 0.4320, loss_cls: 3.9050, loss: 3.9050, grad_norm: 1.8587 2020-07-24 08:15:08,184 - mmaction - INFO - Epoch [20][3680/3757] lr: 9.728e-02, eta: 4 days, 21:54:32, time: 0.708, data_time: 0.001, memory: 5237, top1_acc: 0.1758, top5_acc: 0.4172, loss_cls: 3.9736, loss: 3.9736, grad_norm: 1.8719 2020-07-24 08:15:21,565 - mmaction - INFO - Epoch [20][3700/3757] lr: 9.728e-02, eta: 4 days, 21:54:12, time: 0.668, data_time: 0.002, memory: 5237, top1_acc: 0.1758, top5_acc: 0.3961, loss_cls: 3.9616, loss: 3.9616, grad_norm: 1.8513 2020-07-24 08:15:34,106 - mmaction - INFO - Epoch [20][3720/3757] lr: 9.728e-02, eta: 4 days, 21:53:46, time: 0.628, data_time: 0.002, memory: 5237, top1_acc: 0.1820, top5_acc: 0.4070, loss_cls: 3.9842, loss: 3.9842, grad_norm: 1.8738 2020-07-24 08:15:47,864 - mmaction - INFO - Epoch [20][3740/3757] lr: 9.728e-02, eta: 4 days, 21:53:28, time: 0.686, data_time: 0.001, memory: 5237, top1_acc: 0.1992, top5_acc: 0.4055, loss_cls: 3.9359, loss: 3.9359, grad_norm: 1.8613 2020-07-24 08:16:05,898 - mmaction - INFO - Saving checkpoint at 20 epochs 2020-07-24 08:19:42,366 - mmaction - INFO - Epoch [21][20/3757] lr: 9.698e-02, eta: 4 days, 22:18:08, time: 10.718, data_time: 9.971, memory: 5237, top1_acc: 0.2016, top5_acc: 0.4250, loss_cls: 3.8308, loss: 3.8308, grad_norm: 1.8446 2020-07-24 08:19:54,974 - mmaction - INFO - Epoch [21][40/3757] lr: 9.698e-02, eta: 4 days, 22:17:41, time: 0.629, data_time: 0.002, memory: 5237, top1_acc: 0.1875, top5_acc: 0.4180, loss_cls: 3.8752, loss: 3.8752, grad_norm: 1.8305 2020-07-24 08:20:08,802 - mmaction - INFO - Epoch [21][60/3757] lr: 9.698e-02, eta: 4 days, 22:17:24, time: 0.693, data_time: 0.002, memory: 5237, top1_acc: 0.1727, top5_acc: 0.4141, loss_cls: 3.9106, loss: 3.9106, grad_norm: 1.8480 2020-07-24 08:20:23,387 - mmaction - INFO - Epoch [21][80/3757] lr: 9.698e-02, eta: 4 days, 22:17:13, time: 0.729, data_time: 0.001, memory: 5237, top1_acc: 0.1984, top5_acc: 0.4227, loss_cls: 3.8908, loss: 3.8908, grad_norm: 1.8989 2020-07-24 08:20:37,862 - mmaction - INFO - Epoch [21][100/3757] lr: 9.698e-02, eta: 4 days, 22:17:01, time: 0.722, data_time: 0.002, memory: 5237, top1_acc: 0.1797, top5_acc: 0.4133, loss_cls: 3.9613, loss: 3.9613, grad_norm: 1.8601 2020-07-24 08:20:51,030 - mmaction - INFO - Epoch [21][120/3757] lr: 9.698e-02, eta: 4 days, 22:16:39, time: 0.660, data_time: 0.004, memory: 5237, top1_acc: 0.1828, top5_acc: 0.4109, loss_cls: 3.9665, loss: 3.9665, grad_norm: 1.8818 2020-07-24 08:21:03,906 - mmaction - INFO - Epoch [21][140/3757] lr: 9.698e-02, eta: 4 days, 22:16:15, time: 0.644, data_time: 0.002, memory: 5237, top1_acc: 0.1820, top5_acc: 0.4172, loss_cls: 3.8970, loss: 3.8970, grad_norm: 1.9137 2020-07-24 08:21:16,596 - mmaction - INFO - Epoch [21][160/3757] lr: 9.698e-02, eta: 4 days, 22:15:49, time: 0.634, data_time: 0.001, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4086, loss_cls: 3.9580, loss: 3.9580, grad_norm: 1.8767 2020-07-24 08:21:29,048 - mmaction - INFO - Epoch [21][180/3757] lr: 9.698e-02, eta: 4 days, 22:15:21, time: 0.622, data_time: 0.002, memory: 5237, top1_acc: 0.1750, top5_acc: 0.3945, loss_cls: 3.9529, loss: 3.9529, grad_norm: 1.8920 2020-07-24 08:21:41,924 - mmaction - INFO - Epoch [21][200/3757] lr: 9.698e-02, eta: 4 days, 22:14:57, time: 0.644, data_time: 0.002, memory: 5237, top1_acc: 0.2016, top5_acc: 0.4195, loss_cls: 3.9464, loss: 3.9464, grad_norm: 1.8396 2020-07-24 08:21:54,944 - mmaction - INFO - Epoch [21][220/3757] lr: 9.698e-02, eta: 4 days, 22:14:33, time: 0.651, data_time: 0.002, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4250, loss_cls: 3.9128, loss: 3.9128, grad_norm: 1.8465 2020-07-24 08:22:07,977 - mmaction - INFO - Epoch [21][240/3757] lr: 9.698e-02, eta: 4 days, 22:14:10, time: 0.651, data_time: 0.002, memory: 5237, top1_acc: 0.1797, top5_acc: 0.4164, loss_cls: 3.8854, loss: 3.8854, grad_norm: 1.8978 2020-07-24 08:22:21,044 - mmaction - INFO - Epoch [21][260/3757] lr: 9.698e-02, eta: 4 days, 22:13:47, time: 0.654, data_time: 0.003, memory: 5237, top1_acc: 0.1781, top5_acc: 0.4086, loss_cls: 4.0030, loss: 4.0030, grad_norm: 1.8533 2020-07-24 08:22:33,353 - mmaction - INFO - Epoch [21][280/3757] lr: 9.698e-02, eta: 4 days, 22:13:18, time: 0.615, data_time: 0.001, memory: 5237, top1_acc: 0.1633, top5_acc: 0.3719, loss_cls: 4.0327, loss: 4.0327, grad_norm: 1.8780 2020-07-24 08:22:46,069 - mmaction - INFO - Epoch [21][300/3757] lr: 9.698e-02, eta: 4 days, 22:12:52, time: 0.637, data_time: 0.003, memory: 5237, top1_acc: 0.1773, top5_acc: 0.4078, loss_cls: 3.9695, loss: 3.9695, grad_norm: 1.8668 2020-07-24 08:22:59,329 - mmaction - INFO - Epoch [21][320/3757] lr: 9.698e-02, eta: 4 days, 22:12:31, time: 0.662, data_time: 0.001, memory: 5237, top1_acc: 0.1805, top5_acc: 0.4047, loss_cls: 3.9391, loss: 3.9391, grad_norm: 1.8405 2020-07-24 08:23:13,647 - mmaction - INFO - Epoch [21][340/3757] lr: 9.698e-02, eta: 4 days, 22:12:18, time: 0.716, data_time: 0.002, memory: 5237, top1_acc: 0.1883, top5_acc: 0.4023, loss_cls: 3.9149, loss: 3.9149, grad_norm: 1.8421 2020-07-24 08:23:27,044 - mmaction - INFO - Epoch [21][360/3757] lr: 9.698e-02, eta: 4 days, 22:11:58, time: 0.670, data_time: 0.002, memory: 5237, top1_acc: 0.1961, top5_acc: 0.4195, loss_cls: 3.9288, loss: 3.9288, grad_norm: 1.8610 2020-07-24 08:23:41,037 - mmaction - INFO - Epoch [21][380/3757] lr: 9.698e-02, eta: 4 days, 22:11:42, time: 0.699, data_time: 0.002, memory: 5237, top1_acc: 0.1961, top5_acc: 0.4203, loss_cls: 3.9126, loss: 3.9126, grad_norm: 1.8973 2020-07-24 08:23:53,880 - mmaction - INFO - Epoch [21][400/3757] lr: 9.698e-02, eta: 4 days, 22:11:18, time: 0.643, data_time: 0.002, memory: 5237, top1_acc: 0.1922, top5_acc: 0.4258, loss_cls: 3.8848, loss: 3.8848, grad_norm: 1.8924 2020-07-24 08:24:09,764 - mmaction - INFO - Epoch [21][420/3757] lr: 9.698e-02, eta: 4 days, 22:11:17, time: 0.794, data_time: 0.002, memory: 5237, top1_acc: 0.1680, top5_acc: 0.3922, loss_cls: 3.9211, loss: 3.9211, grad_norm: 1.8669 2020-07-24 08:24:23,853 - mmaction - INFO - Epoch [21][440/3757] lr: 9.698e-02, eta: 4 days, 22:11:02, time: 0.703, data_time: 0.001, memory: 5237, top1_acc: 0.1727, top5_acc: 0.3937, loss_cls: 4.0052, loss: 4.0052, grad_norm: 1.8331 2020-07-24 08:24:36,902 - mmaction - INFO - Epoch [21][460/3757] lr: 9.698e-02, eta: 4 days, 22:10:39, time: 0.653, data_time: 0.003, memory: 5237, top1_acc: 0.1875, top5_acc: 0.4242, loss_cls: 3.8710, loss: 3.8710, grad_norm: 1.8275 2020-07-24 08:24:50,021 - mmaction - INFO - Epoch [21][480/3757] lr: 9.698e-02, eta: 4 days, 22:10:17, time: 0.656, data_time: 0.002, memory: 5237, top1_acc: 0.1758, top5_acc: 0.4023, loss_cls: 3.9023, loss: 3.9023, grad_norm: 1.8911 2020-07-24 08:25:02,387 - mmaction - INFO - Epoch [21][500/3757] lr: 9.698e-02, eta: 4 days, 22:09:48, time: 0.618, data_time: 0.002, memory: 5237, top1_acc: 0.1789, top5_acc: 0.4086, loss_cls: 3.9348, loss: 3.9348, grad_norm: 1.8884 2020-07-24 08:25:15,148 - mmaction - INFO - Epoch [21][520/3757] lr: 9.698e-02, eta: 4 days, 22:09:23, time: 0.639, data_time: 0.002, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4313, loss_cls: 3.8836, loss: 3.8836, grad_norm: 1.8445 2020-07-24 08:25:27,989 - mmaction - INFO - Epoch [21][540/3757] lr: 9.698e-02, eta: 4 days, 22:08:58, time: 0.641, data_time: 0.001, memory: 5237, top1_acc: 0.1836, top5_acc: 0.4047, loss_cls: 3.9888, loss: 3.9888, grad_norm: 1.8897 2020-07-24 08:25:40,401 - mmaction - INFO - Epoch [21][560/3757] lr: 9.698e-02, eta: 4 days, 22:08:30, time: 0.621, data_time: 0.003, memory: 5237, top1_acc: 0.1820, top5_acc: 0.3945, loss_cls: 3.9242, loss: 3.9242, grad_norm: 1.8083 2020-07-24 08:25:53,981 - mmaction - INFO - Epoch [21][580/3757] lr: 9.698e-02, eta: 4 days, 22:08:11, time: 0.678, data_time: 0.002, memory: 5237, top1_acc: 0.1758, top5_acc: 0.4039, loss_cls: 3.9841, loss: 3.9841, grad_norm: 1.8518 2020-07-24 08:26:06,740 - mmaction - INFO - Epoch [21][600/3757] lr: 9.698e-02, eta: 4 days, 22:07:46, time: 0.639, data_time: 0.003, memory: 5237, top1_acc: 0.1953, top5_acc: 0.4141, loss_cls: 3.9473, loss: 3.9473, grad_norm: 1.8623 2020-07-24 08:26:20,922 - mmaction - INFO - Epoch [21][620/3757] lr: 9.698e-02, eta: 4 days, 22:07:32, time: 0.709, data_time: 0.002, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4172, loss_cls: 3.8877, loss: 3.8877, grad_norm: 1.8527 2020-07-24 08:26:34,348 - mmaction - INFO - Epoch [21][640/3757] lr: 9.698e-02, eta: 4 days, 22:07:12, time: 0.671, data_time: 0.002, memory: 5237, top1_acc: 0.1953, top5_acc: 0.4188, loss_cls: 3.9606, loss: 3.9606, grad_norm: 1.8677 2020-07-24 08:26:48,289 - mmaction - INFO - Epoch [21][660/3757] lr: 9.698e-02, eta: 4 days, 22:06:56, time: 0.696, data_time: 0.002, memory: 5237, top1_acc: 0.1867, top5_acc: 0.4266, loss_cls: 3.8480, loss: 3.8480, grad_norm: 1.8456 2020-07-24 08:27:00,998 - mmaction - INFO - Epoch [21][680/3757] lr: 9.698e-02, eta: 4 days, 22:06:30, time: 0.637, data_time: 0.003, memory: 5237, top1_acc: 0.1766, top5_acc: 0.4016, loss_cls: 3.9514, loss: 3.9514, grad_norm: 1.8738 2020-07-24 08:27:13,018 - mmaction - INFO - Epoch [21][700/3757] lr: 9.698e-02, eta: 4 days, 22:05:59, time: 0.600, data_time: 0.002, memory: 5237, top1_acc: 0.1812, top5_acc: 0.3969, loss_cls: 3.9893, loss: 3.9893, grad_norm: 1.8375 2020-07-24 08:27:26,437 - mmaction - INFO - Epoch [21][720/3757] lr: 9.698e-02, eta: 4 days, 22:05:39, time: 0.672, data_time: 0.002, memory: 5237, top1_acc: 0.1844, top5_acc: 0.4281, loss_cls: 3.8915, loss: 3.8915, grad_norm: 1.8826 2020-07-24 08:27:40,307 - mmaction - INFO - Epoch [21][740/3757] lr: 9.698e-02, eta: 4 days, 22:05:23, time: 0.693, data_time: 0.001, memory: 5237, top1_acc: 0.1812, top5_acc: 0.4109, loss_cls: 3.9205, loss: 3.9205, grad_norm: 1.8886 2020-07-24 08:27:53,201 - mmaction - INFO - Epoch [21][760/3757] lr: 9.698e-02, eta: 4 days, 22:04:59, time: 0.644, data_time: 0.001, memory: 5237, top1_acc: 0.1781, top5_acc: 0.4125, loss_cls: 3.9103, loss: 3.9103, grad_norm: 1.8575 2020-07-24 08:28:06,109 - mmaction - INFO - Epoch [21][780/3757] lr: 9.698e-02, eta: 4 days, 22:04:34, time: 0.645, data_time: 0.002, memory: 5237, top1_acc: 0.1734, top5_acc: 0.4047, loss_cls: 3.9397, loss: 3.9397, grad_norm: 1.8684 2020-07-24 08:28:19,508 - mmaction - INFO - Epoch [21][800/3757] lr: 9.698e-02, eta: 4 days, 22:04:14, time: 0.670, data_time: 0.002, memory: 5237, top1_acc: 0.1984, top5_acc: 0.4133, loss_cls: 3.8982, loss: 3.8982, grad_norm: 1.8314 2020-07-24 08:28:32,287 - mmaction - INFO - Epoch [21][820/3757] lr: 9.698e-02, eta: 4 days, 22:03:49, time: 0.638, data_time: 0.002, memory: 5237, top1_acc: 0.1883, top5_acc: 0.4094, loss_cls: 3.9090, loss: 3.9090, grad_norm: 1.8722 2020-07-24 08:28:45,671 - mmaction - INFO - Epoch [21][840/3757] lr: 9.698e-02, eta: 4 days, 22:03:29, time: 0.670, data_time: 0.003, memory: 5237, top1_acc: 0.1602, top5_acc: 0.4000, loss_cls: 3.9649, loss: 3.9649, grad_norm: 1.8387 2020-07-24 08:28:59,655 - mmaction - INFO - Epoch [21][860/3757] lr: 9.698e-02, eta: 4 days, 22:03:13, time: 0.699, data_time: 0.002, memory: 5237, top1_acc: 0.1648, top5_acc: 0.4102, loss_cls: 3.9584, loss: 3.9584, grad_norm: 1.8352 2020-07-24 08:29:12,757 - mmaction - INFO - Epoch [21][880/3757] lr: 9.698e-02, eta: 4 days, 22:02:51, time: 0.655, data_time: 0.003, memory: 5237, top1_acc: 0.1852, top5_acc: 0.4195, loss_cls: 3.9124, loss: 3.9124, grad_norm: 1.8832 2020-07-24 08:29:25,969 - mmaction - INFO - Epoch [21][900/3757] lr: 9.698e-02, eta: 4 days, 22:02:29, time: 0.661, data_time: 0.002, memory: 5237, top1_acc: 0.1875, top5_acc: 0.4141, loss_cls: 3.9149, loss: 3.9149, grad_norm: 1.8552 2020-07-24 08:29:40,246 - mmaction - INFO - Epoch [21][920/3757] lr: 9.698e-02, eta: 4 days, 22:02:16, time: 0.712, data_time: 0.001, memory: 5237, top1_acc: 0.1891, top5_acc: 0.4055, loss_cls: 3.9184, loss: 3.9184, grad_norm: 1.8427 2020-07-24 08:29:54,569 - mmaction - INFO - Epoch [21][940/3757] lr: 9.698e-02, eta: 4 days, 22:02:03, time: 0.716, data_time: 0.002, memory: 5237, top1_acc: 0.1734, top5_acc: 0.3891, loss_cls: 3.9746, loss: 3.9746, grad_norm: 1.8461 2020-07-24 08:30:07,536 - mmaction - INFO - Epoch [21][960/3757] lr: 9.698e-02, eta: 4 days, 22:01:39, time: 0.649, data_time: 0.002, memory: 5237, top1_acc: 0.2016, top5_acc: 0.4055, loss_cls: 3.9573, loss: 3.9573, grad_norm: 1.8556 2020-07-24 08:30:19,777 - mmaction - INFO - Epoch [21][980/3757] lr: 9.698e-02, eta: 4 days, 22:01:10, time: 0.613, data_time: 0.002, memory: 5237, top1_acc: 0.1930, top5_acc: 0.3969, loss_cls: 3.9212, loss: 3.9212, grad_norm: 1.8911 2020-07-24 08:30:32,549 - mmaction - INFO - Epoch [21][1000/3757] lr: 9.698e-02, eta: 4 days, 22:00:45, time: 0.638, data_time: 0.002, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4102, loss_cls: 3.8616, loss: 3.8616, grad_norm: 1.9010 2020-07-24 08:30:45,419 - mmaction - INFO - Epoch [21][1020/3757] lr: 9.698e-02, eta: 4 days, 22:00:21, time: 0.643, data_time: 0.002, memory: 5237, top1_acc: 0.1922, top5_acc: 0.4133, loss_cls: 3.9158, loss: 3.9158, grad_norm: 1.8608 2020-07-24 08:30:59,379 - mmaction - INFO - Epoch [21][1040/3757] lr: 9.698e-02, eta: 4 days, 22:00:05, time: 0.699, data_time: 0.003, memory: 5237, top1_acc: 0.1844, top5_acc: 0.3898, loss_cls: 4.0749, loss: 4.0749, grad_norm: 1.8734 2020-07-24 08:31:12,218 - mmaction - INFO - Epoch [21][1060/3757] lr: 9.698e-02, eta: 4 days, 21:59:41, time: 0.643, data_time: 0.002, memory: 5237, top1_acc: 0.1852, top5_acc: 0.4062, loss_cls: 3.9799, loss: 3.9799, grad_norm: 1.7839 2020-07-24 08:31:25,264 - mmaction - INFO - Epoch [21][1080/3757] lr: 9.698e-02, eta: 4 days, 21:59:18, time: 0.652, data_time: 0.001, memory: 5237, top1_acc: 0.1938, top5_acc: 0.4211, loss_cls: 3.8634, loss: 3.8634, grad_norm: 1.8528 2020-07-24 08:31:39,260 - mmaction - INFO - Epoch [21][1100/3757] lr: 9.698e-02, eta: 4 days, 21:59:02, time: 0.700, data_time: 0.001, memory: 5237, top1_acc: 0.2047, top5_acc: 0.4164, loss_cls: 3.8730, loss: 3.8730, grad_norm: 1.8347 2020-07-24 08:31:51,896 - mmaction - INFO - Epoch [21][1120/3757] lr: 9.698e-02, eta: 4 days, 21:58:36, time: 0.632, data_time: 0.001, memory: 5237, top1_acc: 0.1977, top5_acc: 0.4164, loss_cls: 3.8889, loss: 3.8889, grad_norm: 1.8959 2020-07-24 08:32:05,426 - mmaction - INFO - Epoch [21][1140/3757] lr: 9.698e-02, eta: 4 days, 21:58:17, time: 0.675, data_time: 0.002, memory: 5237, top1_acc: 0.1641, top5_acc: 0.4031, loss_cls: 4.0276, loss: 4.0276, grad_norm: 1.9027 2020-07-24 08:32:18,148 - mmaction - INFO - Epoch [21][1160/3757] lr: 9.698e-02, eta: 4 days, 21:57:52, time: 0.637, data_time: 0.003, memory: 5237, top1_acc: 0.1961, top5_acc: 0.4070, loss_cls: 3.9248, loss: 3.9248, grad_norm: 1.8738 2020-07-24 08:32:31,004 - mmaction - INFO - Epoch [21][1180/3757] lr: 9.698e-02, eta: 4 days, 21:57:27, time: 0.641, data_time: 0.001, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4203, loss_cls: 3.8705, loss: 3.8705, grad_norm: 1.8430 2020-07-24 08:32:44,497 - mmaction - INFO - Epoch [21][1200/3757] lr: 9.698e-02, eta: 4 days, 21:57:08, time: 0.676, data_time: 0.003, memory: 5237, top1_acc: 0.1664, top5_acc: 0.4000, loss_cls: 4.0082, loss: 4.0082, grad_norm: 1.8461 2020-07-24 08:32:58,541 - mmaction - INFO - Epoch [21][1220/3757] lr: 9.698e-02, eta: 4 days, 21:56:53, time: 0.702, data_time: 0.001, memory: 5237, top1_acc: 0.1828, top5_acc: 0.3930, loss_cls: 3.9766, loss: 3.9766, grad_norm: 1.8446 2020-07-24 08:33:11,838 - mmaction - INFO - Epoch [21][1240/3757] lr: 9.698e-02, eta: 4 days, 21:56:32, time: 0.665, data_time: 0.003, memory: 5237, top1_acc: 0.1859, top5_acc: 0.4219, loss_cls: 3.9028, loss: 3.9028, grad_norm: 1.8306 2020-07-24 08:33:25,289 - mmaction - INFO - Epoch [21][1260/3757] lr: 9.698e-02, eta: 4 days, 21:56:12, time: 0.672, data_time: 0.002, memory: 5237, top1_acc: 0.1625, top5_acc: 0.3961, loss_cls: 4.0149, loss: 4.0149, grad_norm: 1.8606 2020-07-24 08:33:39,181 - mmaction - INFO - Epoch [21][1280/3757] lr: 9.698e-02, eta: 4 days, 21:55:56, time: 0.695, data_time: 0.003, memory: 5237, top1_acc: 0.1617, top5_acc: 0.4039, loss_cls: 3.9397, loss: 3.9397, grad_norm: 1.8668 2020-07-24 08:33:51,390 - mmaction - INFO - Epoch [21][1300/3757] lr: 9.698e-02, eta: 4 days, 21:55:27, time: 0.611, data_time: 0.002, memory: 5237, top1_acc: 0.1883, top5_acc: 0.4203, loss_cls: 3.8286, loss: 3.8286, grad_norm: 1.9082 2020-07-24 08:34:04,306 - mmaction - INFO - Epoch [21][1320/3757] lr: 9.698e-02, eta: 4 days, 21:55:03, time: 0.645, data_time: 0.002, memory: 5237, top1_acc: 0.1914, top5_acc: 0.4039, loss_cls: 3.9537, loss: 3.9537, grad_norm: 1.9151 2020-07-24 08:34:18,706 - mmaction - INFO - Epoch [21][1340/3757] lr: 9.698e-02, eta: 4 days, 21:54:50, time: 0.720, data_time: 0.002, memory: 5237, top1_acc: 0.1820, top5_acc: 0.4164, loss_cls: 3.9351, loss: 3.9351, grad_norm: 1.8806 2020-07-24 08:34:32,707 - mmaction - INFO - Epoch [21][1360/3757] lr: 9.698e-02, eta: 4 days, 21:54:35, time: 0.700, data_time: 0.002, memory: 5237, top1_acc: 0.1844, top5_acc: 0.4227, loss_cls: 3.8897, loss: 3.8897, grad_norm: 1.8565 2020-07-24 08:34:45,734 - mmaction - INFO - Epoch [21][1380/3757] lr: 9.698e-02, eta: 4 days, 21:54:12, time: 0.651, data_time: 0.002, memory: 5237, top1_acc: 0.1820, top5_acc: 0.4117, loss_cls: 3.8828, loss: 3.8828, grad_norm: 1.8869 2020-07-24 08:34:59,622 - mmaction - INFO - Epoch [21][1400/3757] lr: 9.698e-02, eta: 4 days, 21:53:56, time: 0.695, data_time: 0.002, memory: 5237, top1_acc: 0.1742, top5_acc: 0.3727, loss_cls: 4.0497, loss: 4.0497, grad_norm: 1.9008 2020-07-24 08:35:12,967 - mmaction - INFO - Epoch [21][1420/3757] lr: 9.698e-02, eta: 4 days, 21:53:35, time: 0.667, data_time: 0.001, memory: 5237, top1_acc: 0.1859, top5_acc: 0.4023, loss_cls: 3.9639, loss: 3.9639, grad_norm: 1.8903 2020-07-24 08:35:25,854 - mmaction - INFO - Epoch [21][1440/3757] lr: 9.698e-02, eta: 4 days, 21:53:11, time: 0.644, data_time: 0.002, memory: 5237, top1_acc: 0.1844, top5_acc: 0.4039, loss_cls: 3.9367, loss: 3.9367, grad_norm: 1.9118 2020-07-24 08:35:39,524 - mmaction - INFO - Epoch [21][1460/3757] lr: 9.698e-02, eta: 4 days, 21:52:53, time: 0.684, data_time: 0.002, memory: 5237, top1_acc: 0.1812, top5_acc: 0.3992, loss_cls: 3.9555, loss: 3.9555, grad_norm: 1.8856 2020-07-24 08:35:53,203 - mmaction - INFO - Epoch [21][1480/3757] lr: 9.698e-02, eta: 4 days, 21:52:35, time: 0.684, data_time: 0.002, memory: 5237, top1_acc: 0.1820, top5_acc: 0.4203, loss_cls: 3.9600, loss: 3.9600, grad_norm: 1.9571 2020-07-24 08:36:06,388 - mmaction - INFO - Epoch [21][1500/3757] lr: 9.698e-02, eta: 4 days, 21:52:14, time: 0.659, data_time: 0.002, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4250, loss_cls: 3.8805, loss: 3.8805, grad_norm: 1.8356 2020-07-24 08:36:19,403 - mmaction - INFO - Epoch [21][1520/3757] lr: 9.698e-02, eta: 4 days, 21:51:51, time: 0.652, data_time: 0.003, memory: 5237, top1_acc: 0.1812, top5_acc: 0.4062, loss_cls: 3.9350, loss: 3.9350, grad_norm: 1.8940 2020-07-24 08:36:32,550 - mmaction - INFO - Epoch [21][1540/3757] lr: 9.698e-02, eta: 4 days, 21:51:29, time: 0.658, data_time: 0.002, memory: 5237, top1_acc: 0.1656, top5_acc: 0.3797, loss_cls: 4.0731, loss: 4.0731, grad_norm: 1.9111 2020-07-24 08:36:45,823 - mmaction - INFO - Epoch [21][1560/3757] lr: 9.698e-02, eta: 4 days, 21:51:08, time: 0.663, data_time: 0.002, memory: 5237, top1_acc: 0.1773, top5_acc: 0.4133, loss_cls: 3.9270, loss: 3.9270, grad_norm: 1.8347 2020-07-24 08:36:59,116 - mmaction - INFO - Epoch [21][1580/3757] lr: 9.698e-02, eta: 4 days, 21:50:47, time: 0.665, data_time: 0.002, memory: 5237, top1_acc: 0.1859, top5_acc: 0.4125, loss_cls: 3.9487, loss: 3.9487, grad_norm: 1.8879 2020-07-24 08:37:11,679 - mmaction - INFO - Epoch [21][1600/3757] lr: 9.698e-02, eta: 4 days, 21:50:20, time: 0.628, data_time: 0.002, memory: 5237, top1_acc: 0.1867, top5_acc: 0.4133, loss_cls: 3.9052, loss: 3.9052, grad_norm: 1.8408 2020-07-24 08:37:24,385 - mmaction - INFO - Epoch [21][1620/3757] lr: 9.698e-02, eta: 4 days, 21:49:55, time: 0.636, data_time: 0.001, memory: 5237, top1_acc: 0.1922, top5_acc: 0.4164, loss_cls: 3.8971, loss: 3.8971, grad_norm: 1.9413 2020-07-24 08:37:37,104 - mmaction - INFO - Epoch [21][1640/3757] lr: 9.698e-02, eta: 4 days, 21:49:29, time: 0.635, data_time: 0.001, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4203, loss_cls: 3.8339, loss: 3.8339, grad_norm: 1.9428 2020-07-24 08:37:49,491 - mmaction - INFO - Epoch [21][1660/3757] lr: 9.698e-02, eta: 4 days, 21:49:01, time: 0.619, data_time: 0.001, memory: 5237, top1_acc: 0.1758, top5_acc: 0.3945, loss_cls: 3.9545, loss: 3.9545, grad_norm: 1.8771 2020-07-24 08:38:02,893 - mmaction - INFO - Epoch [21][1680/3757] lr: 9.698e-02, eta: 4 days, 21:48:41, time: 0.670, data_time: 0.003, memory: 5237, top1_acc: 0.1727, top5_acc: 0.4164, loss_cls: 3.9504, loss: 3.9504, grad_norm: 1.8902 2020-07-24 08:38:16,356 - mmaction - INFO - Epoch [21][1700/3757] lr: 9.698e-02, eta: 4 days, 21:48:22, time: 0.674, data_time: 0.003, memory: 5237, top1_acc: 0.1875, top5_acc: 0.4031, loss_cls: 3.9653, loss: 3.9653, grad_norm: 1.8581 2020-07-24 08:38:29,993 - mmaction - INFO - Epoch [21][1720/3757] lr: 9.698e-02, eta: 4 days, 21:48:04, time: 0.680, data_time: 0.002, memory: 5237, top1_acc: 0.1734, top5_acc: 0.3984, loss_cls: 3.9638, loss: 3.9638, grad_norm: 1.7977 2020-07-24 08:38:43,848 - mmaction - INFO - Epoch [21][1740/3757] lr: 9.698e-02, eta: 4 days, 21:47:47, time: 0.695, data_time: 0.023, memory: 5237, top1_acc: 0.1992, top5_acc: 0.4227, loss_cls: 3.8544, loss: 3.8544, grad_norm: 1.8175 2020-07-24 08:38:58,524 - mmaction - INFO - Epoch [21][1760/3757] lr: 9.698e-02, eta: 4 days, 21:47:37, time: 0.734, data_time: 0.001, memory: 5237, top1_acc: 0.1898, top5_acc: 0.4078, loss_cls: 3.9127, loss: 3.9127, grad_norm: 1.8827 2020-07-24 08:39:13,073 - mmaction - INFO - Epoch [21][1780/3757] lr: 9.698e-02, eta: 4 days, 21:47:26, time: 0.726, data_time: 0.001, memory: 5237, top1_acc: 0.1758, top5_acc: 0.4023, loss_cls: 3.9766, loss: 3.9766, grad_norm: 1.9143 2020-07-24 08:39:26,468 - mmaction - INFO - Epoch [21][1800/3757] lr: 9.698e-02, eta: 4 days, 21:47:06, time: 0.671, data_time: 0.003, memory: 5237, top1_acc: 0.1914, top5_acc: 0.4133, loss_cls: 3.8790, loss: 3.8790, grad_norm: 1.8377 2020-07-24 08:39:38,860 - mmaction - INFO - Epoch [21][1820/3757] lr: 9.698e-02, eta: 4 days, 21:46:38, time: 0.619, data_time: 0.001, memory: 5237, top1_acc: 0.1656, top5_acc: 0.4164, loss_cls: 3.8730, loss: 3.8730, grad_norm: 1.9000 2020-07-24 08:39:51,202 - mmaction - INFO - Epoch [21][1840/3757] lr: 9.698e-02, eta: 4 days, 21:46:10, time: 0.618, data_time: 0.002, memory: 5237, top1_acc: 0.1828, top5_acc: 0.4031, loss_cls: 3.9426, loss: 3.9426, grad_norm: 1.9097 2020-07-24 08:40:04,211 - mmaction - INFO - Epoch [21][1860/3757] lr: 9.698e-02, eta: 4 days, 21:45:47, time: 0.650, data_time: 0.003, memory: 5237, top1_acc: 0.1992, top5_acc: 0.4211, loss_cls: 3.8995, loss: 3.8995, grad_norm: 1.8440 2020-07-24 08:40:18,497 - mmaction - INFO - Epoch [21][1880/3757] lr: 9.698e-02, eta: 4 days, 21:45:34, time: 0.715, data_time: 0.002, memory: 5237, top1_acc: 0.1820, top5_acc: 0.4078, loss_cls: 3.9779, loss: 3.9779, grad_norm: 1.9102 2020-07-24 08:40:31,567 - mmaction - INFO - Epoch [21][1900/3757] lr: 9.698e-02, eta: 4 days, 21:45:11, time: 0.653, data_time: 0.001, memory: 5237, top1_acc: 0.1852, top5_acc: 0.3875, loss_cls: 4.0146, loss: 4.0146, grad_norm: 1.8629 2020-07-24 08:40:44,374 - mmaction - INFO - Epoch [21][1920/3757] lr: 9.698e-02, eta: 4 days, 21:44:47, time: 0.640, data_time: 0.002, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4195, loss_cls: 3.8879, loss: 3.8879, grad_norm: 1.8662 2020-07-24 08:40:57,297 - mmaction - INFO - Epoch [21][1940/3757] lr: 9.698e-02, eta: 4 days, 21:44:23, time: 0.646, data_time: 0.002, memory: 5237, top1_acc: 0.1836, top5_acc: 0.4078, loss_cls: 3.9488, loss: 3.9488, grad_norm: 1.9124 2020-07-24 08:41:10,445 - mmaction - INFO - Epoch [21][1960/3757] lr: 9.698e-02, eta: 4 days, 21:44:01, time: 0.657, data_time: 0.002, memory: 5237, top1_acc: 0.1891, top5_acc: 0.4125, loss_cls: 3.9087, loss: 3.9087, grad_norm: 1.8859 2020-07-24 08:41:23,238 - mmaction - INFO - Epoch [21][1980/3757] lr: 9.698e-02, eta: 4 days, 21:43:37, time: 0.640, data_time: 0.001, memory: 5237, top1_acc: 0.2008, top5_acc: 0.4227, loss_cls: 3.9021, loss: 3.9021, grad_norm: 1.8991 2020-07-24 08:41:36,191 - mmaction - INFO - Epoch [21][2000/3757] lr: 9.698e-02, eta: 4 days, 21:43:13, time: 0.647, data_time: 0.001, memory: 5237, top1_acc: 0.1852, top5_acc: 0.4039, loss_cls: 3.9420, loss: 3.9420, grad_norm: 1.9221 2020-07-24 08:41:49,370 - mmaction - INFO - Epoch [21][2020/3757] lr: 9.698e-02, eta: 4 days, 21:42:51, time: 0.659, data_time: 0.002, memory: 5237, top1_acc: 0.1766, top5_acc: 0.4094, loss_cls: 3.9582, loss: 3.9582, grad_norm: 1.8745 2020-07-24 08:42:02,726 - mmaction - INFO - Epoch [21][2040/3757] lr: 9.698e-02, eta: 4 days, 21:42:31, time: 0.667, data_time: 0.002, memory: 5237, top1_acc: 0.1984, top5_acc: 0.4211, loss_cls: 3.8980, loss: 3.8980, grad_norm: 1.8699 2020-07-24 08:42:15,812 - mmaction - INFO - Epoch [21][2060/3757] lr: 9.698e-02, eta: 4 days, 21:42:09, time: 0.654, data_time: 0.002, memory: 5237, top1_acc: 0.1742, top5_acc: 0.4109, loss_cls: 3.9219, loss: 3.9219, grad_norm: 1.9289 2020-07-24 08:42:29,128 - mmaction - INFO - Epoch [21][2080/3757] lr: 9.698e-02, eta: 4 days, 21:41:48, time: 0.666, data_time: 0.002, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4258, loss_cls: 3.8791, loss: 3.8791, grad_norm: 1.8754 2020-07-24 08:42:41,410 - mmaction - INFO - Epoch [21][2100/3757] lr: 9.698e-02, eta: 4 days, 21:41:19, time: 0.614, data_time: 0.003, memory: 5237, top1_acc: 0.1977, top5_acc: 0.4313, loss_cls: 3.8616, loss: 3.8616, grad_norm: 1.8822 2020-07-24 08:42:54,440 - mmaction - INFO - Epoch [21][2120/3757] lr: 9.698e-02, eta: 4 days, 21:40:57, time: 0.652, data_time: 0.002, memory: 5237, top1_acc: 0.1953, top5_acc: 0.4234, loss_cls: 3.8954, loss: 3.8954, grad_norm: 1.8434 2020-07-24 08:43:06,823 - mmaction - INFO - Epoch [21][2140/3757] lr: 9.698e-02, eta: 4 days, 21:40:29, time: 0.620, data_time: 0.001, memory: 5237, top1_acc: 0.2078, top5_acc: 0.4109, loss_cls: 3.9111, loss: 3.9111, grad_norm: 1.8925 2020-07-24 08:43:19,410 - mmaction - INFO - Epoch [21][2160/3757] lr: 9.698e-02, eta: 4 days, 21:40:03, time: 0.629, data_time: 0.002, memory: 5237, top1_acc: 0.1938, top5_acc: 0.4086, loss_cls: 3.9344, loss: 3.9344, grad_norm: 1.8449 2020-07-24 08:43:32,395 - mmaction - INFO - Epoch [21][2180/3757] lr: 9.698e-02, eta: 4 days, 21:39:40, time: 0.649, data_time: 0.002, memory: 5237, top1_acc: 0.1781, top5_acc: 0.4094, loss_cls: 3.9677, loss: 3.9677, grad_norm: 1.8671 2020-07-24 08:43:44,986 - mmaction - INFO - Epoch [21][2200/3757] lr: 9.698e-02, eta: 4 days, 21:39:13, time: 0.630, data_time: 0.002, memory: 5237, top1_acc: 0.1789, top5_acc: 0.3891, loss_cls: 3.9385, loss: 3.9385, grad_norm: 1.8555 2020-07-24 08:43:59,035 - mmaction - INFO - Epoch [21][2220/3757] lr: 9.698e-02, eta: 4 days, 21:38:59, time: 0.702, data_time: 0.001, memory: 5237, top1_acc: 0.1719, top5_acc: 0.3789, loss_cls: 4.0356, loss: 4.0356, grad_norm: 1.8420 2020-07-24 08:44:11,716 - mmaction - INFO - Epoch [21][2240/3757] lr: 9.698e-02, eta: 4 days, 21:38:33, time: 0.634, data_time: 0.002, memory: 5237, top1_acc: 0.1742, top5_acc: 0.4203, loss_cls: 3.9328, loss: 3.9328, grad_norm: 1.8566 2020-07-24 08:44:24,819 - mmaction - INFO - Epoch [21][2260/3757] lr: 9.698e-02, eta: 4 days, 21:38:11, time: 0.653, data_time: 0.002, memory: 5237, top1_acc: 0.1875, top5_acc: 0.4078, loss_cls: 3.8801, loss: 3.8801, grad_norm: 1.8378 2020-07-24 08:44:37,996 - mmaction - INFO - Epoch [21][2280/3757] lr: 9.698e-02, eta: 4 days, 21:37:49, time: 0.661, data_time: 0.003, memory: 5237, top1_acc: 0.2031, top5_acc: 0.4281, loss_cls: 3.8631, loss: 3.8631, grad_norm: 1.8503 2020-07-24 08:44:51,188 - mmaction - INFO - Epoch [21][2300/3757] lr: 9.698e-02, eta: 4 days, 21:37:28, time: 0.660, data_time: 0.002, memory: 5237, top1_acc: 0.1781, top5_acc: 0.3922, loss_cls: 3.9981, loss: 3.9981, grad_norm: 1.9059 2020-07-24 08:45:04,817 - mmaction - INFO - Epoch [21][2320/3757] lr: 9.698e-02, eta: 4 days, 21:37:10, time: 0.681, data_time: 0.001, memory: 5237, top1_acc: 0.1789, top5_acc: 0.4258, loss_cls: 3.9084, loss: 3.9084, grad_norm: 1.9107 2020-07-24 08:45:18,234 - mmaction - INFO - Epoch [21][2340/3757] lr: 9.698e-02, eta: 4 days, 21:36:50, time: 0.671, data_time: 0.002, memory: 5237, top1_acc: 0.1602, top5_acc: 0.3891, loss_cls: 4.0350, loss: 4.0350, grad_norm: 1.8993 2020-07-24 08:45:31,589 - mmaction - INFO - Epoch [21][2360/3757] lr: 9.698e-02, eta: 4 days, 21:36:30, time: 0.669, data_time: 0.002, memory: 5237, top1_acc: 0.1836, top5_acc: 0.3898, loss_cls: 3.9524, loss: 3.9524, grad_norm: 1.8150 2020-07-24 08:45:44,559 - mmaction - INFO - Epoch [21][2380/3757] lr: 9.698e-02, eta: 4 days, 21:36:06, time: 0.647, data_time: 0.001, memory: 5237, top1_acc: 0.1914, top5_acc: 0.4109, loss_cls: 3.8544, loss: 3.8544, grad_norm: 1.9004 2020-07-24 08:45:58,156 - mmaction - INFO - Epoch [21][2400/3757] lr: 9.698e-02, eta: 4 days, 21:35:48, time: 0.680, data_time: 0.002, memory: 5237, top1_acc: 0.2023, top5_acc: 0.4336, loss_cls: 3.8420, loss: 3.8420, grad_norm: 1.8831 2020-07-24 08:46:12,143 - mmaction - INFO - Epoch [21][2420/3757] lr: 9.698e-02, eta: 4 days, 21:35:33, time: 0.700, data_time: 0.003, memory: 5237, top1_acc: 0.1750, top5_acc: 0.4141, loss_cls: 3.9766, loss: 3.9766, grad_norm: 1.8885 2020-07-24 08:46:25,829 - mmaction - INFO - Epoch [21][2440/3757] lr: 9.698e-02, eta: 4 days, 21:35:15, time: 0.685, data_time: 0.002, memory: 5237, top1_acc: 0.1875, top5_acc: 0.4148, loss_cls: 3.9618, loss: 3.9618, grad_norm: 1.8643 2020-07-24 08:46:39,584 - mmaction - INFO - Epoch [21][2460/3757] lr: 9.698e-02, eta: 4 days, 21:34:58, time: 0.687, data_time: 0.001, memory: 5237, top1_acc: 0.1711, top5_acc: 0.3977, loss_cls: 3.9996, loss: 3.9996, grad_norm: 1.8847 2020-07-24 08:46:53,221 - mmaction - INFO - Epoch [21][2480/3757] lr: 9.698e-02, eta: 4 days, 21:34:40, time: 0.681, data_time: 0.002, memory: 5237, top1_acc: 0.1875, top5_acc: 0.3922, loss_cls: 3.9950, loss: 3.9950, grad_norm: 1.8604 2020-07-24 08:47:06,106 - mmaction - INFO - Epoch [21][2500/3757] lr: 9.698e-02, eta: 4 days, 21:34:16, time: 0.645, data_time: 0.003, memory: 5237, top1_acc: 0.1867, top5_acc: 0.4102, loss_cls: 3.8694, loss: 3.8694, grad_norm: 1.8340 2020-07-24 08:47:18,837 - mmaction - INFO - Epoch [21][2520/3757] lr: 9.698e-02, eta: 4 days, 21:33:51, time: 0.636, data_time: 0.001, memory: 5237, top1_acc: 0.1875, top5_acc: 0.3891, loss_cls: 3.9821, loss: 3.9821, grad_norm: 1.8860 2020-07-24 08:47:32,299 - mmaction - INFO - Epoch [21][2540/3757] lr: 9.698e-02, eta: 4 days, 21:33:32, time: 0.673, data_time: 0.002, memory: 5237, top1_acc: 0.1773, top5_acc: 0.4086, loss_cls: 3.8995, loss: 3.8995, grad_norm: 1.8305 2020-07-24 08:47:45,569 - mmaction - INFO - Epoch [21][2560/3757] lr: 9.698e-02, eta: 4 days, 21:33:11, time: 0.663, data_time: 0.003, memory: 5237, top1_acc: 0.1625, top5_acc: 0.4016, loss_cls: 3.9616, loss: 3.9616, grad_norm: 1.8804 2020-07-24 08:47:58,431 - mmaction - INFO - Epoch [21][2580/3757] lr: 9.698e-02, eta: 4 days, 21:32:47, time: 0.643, data_time: 0.003, memory: 5237, top1_acc: 0.2102, top5_acc: 0.4437, loss_cls: 3.8350, loss: 3.8350, grad_norm: 1.9038 2020-07-24 08:48:11,345 - mmaction - INFO - Epoch [21][2600/3757] lr: 9.698e-02, eta: 4 days, 21:32:23, time: 0.647, data_time: 0.003, memory: 5237, top1_acc: 0.1781, top5_acc: 0.4219, loss_cls: 3.9134, loss: 3.9134, grad_norm: 1.9113 2020-07-24 08:48:24,868 - mmaction - INFO - Epoch [21][2620/3757] lr: 9.698e-02, eta: 4 days, 21:32:04, time: 0.676, data_time: 0.002, memory: 5237, top1_acc: 0.2062, top5_acc: 0.4148, loss_cls: 3.8742, loss: 3.8742, grad_norm: 1.8967 2020-07-24 08:48:39,645 - mmaction - INFO - Epoch [21][2640/3757] lr: 9.698e-02, eta: 4 days, 21:31:55, time: 0.739, data_time: 0.002, memory: 5237, top1_acc: 0.1672, top5_acc: 0.4016, loss_cls: 4.0252, loss: 4.0252, grad_norm: 1.9135 2020-07-24 08:48:52,880 - mmaction - INFO - Epoch [21][2660/3757] lr: 9.698e-02, eta: 4 days, 21:31:34, time: 0.662, data_time: 0.002, memory: 5237, top1_acc: 0.1805, top5_acc: 0.4297, loss_cls: 3.8646, loss: 3.8646, grad_norm: 1.8570 2020-07-24 08:49:06,235 - mmaction - INFO - Epoch [21][2680/3757] lr: 9.698e-02, eta: 4 days, 21:31:14, time: 0.667, data_time: 0.002, memory: 5237, top1_acc: 0.1805, top5_acc: 0.4047, loss_cls: 3.9582, loss: 3.9582, grad_norm: 1.8776 2020-07-24 08:49:19,327 - mmaction - INFO - Epoch [21][2700/3757] lr: 9.698e-02, eta: 4 days, 21:30:52, time: 0.655, data_time: 0.002, memory: 5237, top1_acc: 0.1797, top5_acc: 0.4109, loss_cls: 3.9596, loss: 3.9596, grad_norm: 1.8972 2020-07-24 08:49:32,448 - mmaction - INFO - Epoch [21][2720/3757] lr: 9.698e-02, eta: 4 days, 21:30:30, time: 0.656, data_time: 0.002, memory: 5237, top1_acc: 0.1992, top5_acc: 0.4008, loss_cls: 3.9264, loss: 3.9264, grad_norm: 1.8002 2020-07-24 08:49:45,854 - mmaction - INFO - Epoch [21][2740/3757] lr: 9.698e-02, eta: 4 days, 21:30:10, time: 0.670, data_time: 0.002, memory: 5237, top1_acc: 0.1742, top5_acc: 0.3953, loss_cls: 4.0124, loss: 4.0124, grad_norm: 1.8324 2020-07-24 08:49:58,745 - mmaction - INFO - Epoch [21][2760/3757] lr: 9.698e-02, eta: 4 days, 21:29:46, time: 0.644, data_time: 0.001, memory: 5237, top1_acc: 0.2047, top5_acc: 0.4133, loss_cls: 3.9072, loss: 3.9072, grad_norm: 1.8242 2020-07-24 08:50:11,313 - mmaction - INFO - Epoch [21][2780/3757] lr: 9.698e-02, eta: 4 days, 21:29:20, time: 0.628, data_time: 0.002, memory: 5237, top1_acc: 0.1945, top5_acc: 0.3961, loss_cls: 3.9673, loss: 3.9673, grad_norm: 1.8390 2020-07-24 08:50:24,450 - mmaction - INFO - Epoch [21][2800/3757] lr: 9.698e-02, eta: 4 days, 21:28:58, time: 0.657, data_time: 0.002, memory: 5237, top1_acc: 0.1867, top5_acc: 0.3953, loss_cls: 3.9425, loss: 3.9425, grad_norm: 1.8118 2020-07-24 08:50:37,418 - mmaction - INFO - Epoch [21][2820/3757] lr: 9.698e-02, eta: 4 days, 21:28:35, time: 0.649, data_time: 0.002, memory: 5237, top1_acc: 0.1766, top5_acc: 0.4039, loss_cls: 3.9502, loss: 3.9502, grad_norm: 1.8522 2020-07-24 08:50:50,854 - mmaction - INFO - Epoch [21][2840/3757] lr: 9.698e-02, eta: 4 days, 21:28:16, time: 0.672, data_time: 0.001, memory: 5237, top1_acc: 0.2055, top5_acc: 0.4359, loss_cls: 3.8357, loss: 3.8357, grad_norm: 1.8634 2020-07-24 08:51:03,231 - mmaction - INFO - Epoch [21][2860/3757] lr: 9.698e-02, eta: 4 days, 21:27:48, time: 0.619, data_time: 0.002, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4148, loss_cls: 3.9093, loss: 3.9093, grad_norm: 1.9073 2020-07-24 08:51:16,378 - mmaction - INFO - Epoch [21][2880/3757] lr: 9.698e-02, eta: 4 days, 21:27:26, time: 0.658, data_time: 0.002, memory: 5237, top1_acc: 0.1891, top5_acc: 0.4141, loss_cls: 3.9220, loss: 3.9220, grad_norm: 1.8872 2020-07-24 08:51:29,553 - mmaction - INFO - Epoch [21][2900/3757] lr: 9.698e-02, eta: 4 days, 21:27:05, time: 0.658, data_time: 0.001, memory: 5237, top1_acc: 0.1812, top5_acc: 0.3875, loss_cls: 3.9604, loss: 3.9604, grad_norm: 1.8827 2020-07-24 08:51:42,371 - mmaction - INFO - Epoch [21][2920/3757] lr: 9.698e-02, eta: 4 days, 21:26:41, time: 0.641, data_time: 0.003, memory: 5237, top1_acc: 0.1922, top5_acc: 0.3953, loss_cls: 4.0098, loss: 4.0098, grad_norm: 1.8737 2020-07-24 08:51:54,885 - mmaction - INFO - Epoch [21][2940/3757] lr: 9.698e-02, eta: 4 days, 21:26:14, time: 0.625, data_time: 0.002, memory: 5237, top1_acc: 0.1922, top5_acc: 0.4016, loss_cls: 3.9687, loss: 3.9687, grad_norm: 1.8596 2020-07-24 08:52:07,341 - mmaction - INFO - Epoch [21][2960/3757] lr: 9.698e-02, eta: 4 days, 21:25:47, time: 0.623, data_time: 0.002, memory: 5237, top1_acc: 0.1781, top5_acc: 0.3867, loss_cls: 4.0348, loss: 4.0348, grad_norm: 1.8763 2020-07-24 08:52:20,286 - mmaction - INFO - Epoch [21][2980/3757] lr: 9.698e-02, eta: 4 days, 21:25:24, time: 0.646, data_time: 0.002, memory: 5237, top1_acc: 0.1938, top5_acc: 0.4031, loss_cls: 3.9422, loss: 3.9422, grad_norm: 1.8513 2020-07-24 08:52:33,737 - mmaction - INFO - Epoch [21][3000/3757] lr: 9.698e-02, eta: 4 days, 21:25:04, time: 0.674, data_time: 0.004, memory: 5237, top1_acc: 0.1844, top5_acc: 0.4008, loss_cls: 3.9342, loss: 3.9342, grad_norm: 1.8949 2020-07-24 08:52:46,965 - mmaction - INFO - Epoch [21][3020/3757] lr: 9.698e-02, eta: 4 days, 21:24:43, time: 0.660, data_time: 0.002, memory: 5237, top1_acc: 0.1781, top5_acc: 0.3984, loss_cls: 3.9873, loss: 3.9873, grad_norm: 1.8842 2020-07-24 08:53:00,765 - mmaction - INFO - Epoch [21][3040/3757] lr: 9.698e-02, eta: 4 days, 21:24:27, time: 0.691, data_time: 0.002, memory: 5237, top1_acc: 0.1883, top5_acc: 0.4141, loss_cls: 3.9271, loss: 3.9271, grad_norm: 1.8914 2020-07-24 08:53:14,016 - mmaction - INFO - Epoch [21][3060/3757] lr: 9.698e-02, eta: 4 days, 21:24:06, time: 0.662, data_time: 0.002, memory: 5237, top1_acc: 0.1859, top5_acc: 0.4125, loss_cls: 3.9169, loss: 3.9169, grad_norm: 1.8839 2020-07-24 08:53:27,415 - mmaction - INFO - Epoch [21][3080/3757] lr: 9.698e-02, eta: 4 days, 21:23:46, time: 0.669, data_time: 0.002, memory: 5237, top1_acc: 0.1695, top5_acc: 0.4219, loss_cls: 3.8861, loss: 3.8861, grad_norm: 1.8960 2020-07-24 08:53:40,292 - mmaction - INFO - Epoch [21][3100/3757] lr: 9.698e-02, eta: 4 days, 21:23:22, time: 0.645, data_time: 0.003, memory: 5237, top1_acc: 0.1789, top5_acc: 0.4008, loss_cls: 3.9973, loss: 3.9973, grad_norm: 1.8999 2020-07-24 08:53:54,602 - mmaction - INFO - Epoch [21][3120/3757] lr: 9.698e-02, eta: 4 days, 21:23:09, time: 0.715, data_time: 0.001, memory: 5237, top1_acc: 0.1828, top5_acc: 0.4039, loss_cls: 3.9335, loss: 3.9335, grad_norm: 1.8975 2020-07-24 08:54:08,206 - mmaction - INFO - Epoch [21][3140/3757] lr: 9.698e-02, eta: 4 days, 21:22:51, time: 0.679, data_time: 0.002, memory: 5237, top1_acc: 0.1852, top5_acc: 0.4055, loss_cls: 3.9493, loss: 3.9493, grad_norm: 1.8789 2020-07-24 08:54:21,186 - mmaction - INFO - Epoch [21][3160/3757] lr: 9.698e-02, eta: 4 days, 21:22:28, time: 0.650, data_time: 0.002, memory: 5237, top1_acc: 0.1820, top5_acc: 0.4039, loss_cls: 3.9713, loss: 3.9713, grad_norm: 1.9048 2020-07-24 08:54:35,241 - mmaction - INFO - Epoch [21][3180/3757] lr: 9.698e-02, eta: 4 days, 21:22:14, time: 0.702, data_time: 0.001, memory: 5237, top1_acc: 0.1852, top5_acc: 0.3961, loss_cls: 3.9146, loss: 3.9146, grad_norm: 1.8898 2020-07-24 08:54:49,376 - mmaction - INFO - Epoch [21][3200/3757] lr: 9.698e-02, eta: 4 days, 21:21:59, time: 0.705, data_time: 0.002, memory: 5237, top1_acc: 0.1766, top5_acc: 0.3875, loss_cls: 4.0475, loss: 4.0475, grad_norm: 1.8937 2020-07-24 08:55:02,536 - mmaction - INFO - Epoch [21][3220/3757] lr: 9.698e-02, eta: 4 days, 21:21:38, time: 0.660, data_time: 0.003, memory: 5237, top1_acc: 0.1898, top5_acc: 0.4023, loss_cls: 3.9300, loss: 3.9300, grad_norm: 1.8582 2020-07-24 08:55:16,201 - mmaction - INFO - Epoch [21][3240/3757] lr: 9.698e-02, eta: 4 days, 21:21:20, time: 0.683, data_time: 0.002, memory: 5237, top1_acc: 0.1914, top5_acc: 0.4133, loss_cls: 3.9020, loss: 3.9020, grad_norm: 1.9261 2020-07-24 08:55:29,779 - mmaction - INFO - Epoch [21][3260/3757] lr: 9.698e-02, eta: 4 days, 21:21:02, time: 0.679, data_time: 0.002, memory: 5237, top1_acc: 0.1781, top5_acc: 0.4141, loss_cls: 3.9330, loss: 3.9330, grad_norm: 1.8885 2020-07-24 08:55:42,828 - mmaction - INFO - Epoch [21][3280/3757] lr: 9.698e-02, eta: 4 days, 21:20:39, time: 0.652, data_time: 0.001, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4070, loss_cls: 3.9306, loss: 3.9306, grad_norm: 1.8327 2020-07-24 08:55:56,516 - mmaction - INFO - Epoch [21][3300/3757] lr: 9.698e-02, eta: 4 days, 21:20:22, time: 0.684, data_time: 0.002, memory: 5237, top1_acc: 0.2062, top5_acc: 0.4367, loss_cls: 3.7707, loss: 3.7707, grad_norm: 1.8319 2020-07-24 08:56:09,406 - mmaction - INFO - Epoch [21][3320/3757] lr: 9.698e-02, eta: 4 days, 21:19:58, time: 0.645, data_time: 0.002, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4328, loss_cls: 3.8207, loss: 3.8207, grad_norm: 1.8844 2020-07-24 08:56:23,016 - mmaction - INFO - Epoch [21][3340/3757] lr: 9.698e-02, eta: 4 days, 21:19:40, time: 0.680, data_time: 0.003, memory: 5237, top1_acc: 0.1797, top5_acc: 0.3984, loss_cls: 3.9625, loss: 3.9625, grad_norm: 1.8956 2020-07-24 08:56:35,325 - mmaction - INFO - Epoch [21][3360/3757] lr: 9.698e-02, eta: 4 days, 21:19:12, time: 0.616, data_time: 0.003, memory: 5237, top1_acc: 0.1656, top5_acc: 0.4148, loss_cls: 3.9694, loss: 3.9694, grad_norm: 1.8707 2020-07-24 08:56:47,898 - mmaction - INFO - Epoch [21][3380/3757] lr: 9.698e-02, eta: 4 days, 21:18:46, time: 0.628, data_time: 0.002, memory: 5237, top1_acc: 0.1781, top5_acc: 0.3992, loss_cls: 3.9741, loss: 3.9741, grad_norm: 1.9351 2020-07-24 08:57:01,645 - mmaction - INFO - Epoch [21][3400/3757] lr: 9.698e-02, eta: 4 days, 21:18:29, time: 0.687, data_time: 0.003, memory: 5237, top1_acc: 0.1961, top5_acc: 0.4305, loss_cls: 3.8895, loss: 3.8895, grad_norm: 1.8762 2020-07-24 08:57:15,305 - mmaction - INFO - Epoch [21][3420/3757] lr: 9.698e-02, eta: 4 days, 21:18:11, time: 0.684, data_time: 0.002, memory: 5237, top1_acc: 0.1617, top5_acc: 0.3914, loss_cls: 4.0169, loss: 4.0169, grad_norm: 1.9163 2020-07-24 08:57:28,209 - mmaction - INFO - Epoch [21][3440/3757] lr: 9.698e-02, eta: 4 days, 21:17:48, time: 0.645, data_time: 0.001, memory: 5237, top1_acc: 0.1805, top5_acc: 0.3953, loss_cls: 4.0116, loss: 4.0116, grad_norm: 1.8098 2020-07-24 08:57:41,438 - mmaction - INFO - Epoch [21][3460/3757] lr: 9.698e-02, eta: 4 days, 21:17:27, time: 0.661, data_time: 0.002, memory: 5237, top1_acc: 0.1750, top5_acc: 0.3812, loss_cls: 4.0199, loss: 4.0199, grad_norm: 1.8659 2020-07-24 08:57:54,376 - mmaction - INFO - Epoch [21][3480/3757] lr: 9.698e-02, eta: 4 days, 21:17:04, time: 0.646, data_time: 0.001, memory: 5237, top1_acc: 0.1695, top5_acc: 0.3953, loss_cls: 3.9740, loss: 3.9740, grad_norm: 1.8914 2020-07-24 08:58:06,958 - mmaction - INFO - Epoch [21][3500/3757] lr: 9.698e-02, eta: 4 days, 21:16:38, time: 0.629, data_time: 0.003, memory: 5237, top1_acc: 0.1992, top5_acc: 0.4219, loss_cls: 3.8294, loss: 3.8294, grad_norm: 1.8378 2020-07-24 08:58:20,172 - mmaction - INFO - Epoch [21][3520/3757] lr: 9.698e-02, eta: 4 days, 21:16:17, time: 0.661, data_time: 0.002, memory: 5237, top1_acc: 0.1828, top5_acc: 0.4141, loss_cls: 3.9393, loss: 3.9393, grad_norm: 1.8521 2020-07-24 08:58:33,843 - mmaction - INFO - Epoch [21][3540/3757] lr: 9.698e-02, eta: 4 days, 21:15:59, time: 0.684, data_time: 0.002, memory: 5237, top1_acc: 0.1977, top5_acc: 0.4078, loss_cls: 3.9882, loss: 3.9882, grad_norm: 1.8397 2020-07-24 08:58:48,007 - mmaction - INFO - Epoch [21][3560/3757] lr: 9.698e-02, eta: 4 days, 21:15:45, time: 0.708, data_time: 0.001, memory: 5237, top1_acc: 0.1828, top5_acc: 0.4008, loss_cls: 3.9489, loss: 3.9489, grad_norm: 1.8962 2020-07-24 08:59:01,665 - mmaction - INFO - Epoch [21][3580/3757] lr: 9.698e-02, eta: 4 days, 21:15:27, time: 0.682, data_time: 0.002, memory: 5237, top1_acc: 0.1633, top5_acc: 0.3992, loss_cls: 4.0003, loss: 4.0003, grad_norm: 1.8978 2020-07-24 08:59:15,782 - mmaction - INFO - Epoch [21][3600/3757] lr: 9.698e-02, eta: 4 days, 21:15:13, time: 0.706, data_time: 0.002, memory: 5237, top1_acc: 0.1906, top5_acc: 0.4164, loss_cls: 3.8744, loss: 3.8744, grad_norm: 1.8702 2020-07-24 08:59:29,304 - mmaction - INFO - Epoch [21][3620/3757] lr: 9.698e-02, eta: 4 days, 21:14:55, time: 0.677, data_time: 0.003, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4133, loss_cls: 3.9618, loss: 3.9618, grad_norm: 1.8606 2020-07-24 08:59:43,326 - mmaction - INFO - Epoch [21][3640/3757] lr: 9.698e-02, eta: 4 days, 21:14:40, time: 0.701, data_time: 0.001, memory: 5237, top1_acc: 0.1961, top5_acc: 0.4203, loss_cls: 3.8901, loss: 3.8901, grad_norm: 1.8582 2020-07-24 08:59:56,379 - mmaction - INFO - Epoch [21][3660/3757] lr: 9.698e-02, eta: 4 days, 21:14:17, time: 0.652, data_time: 0.002, memory: 5237, top1_acc: 0.1758, top5_acc: 0.3820, loss_cls: 3.9953, loss: 3.9953, grad_norm: 1.8792 2020-07-24 09:00:15,150 - mmaction - INFO - Epoch [21][3680/3757] lr: 9.698e-02, eta: 4 days, 21:14:38, time: 0.936, data_time: 0.002, memory: 5237, top1_acc: 0.1766, top5_acc: 0.4188, loss_cls: 3.9237, loss: 3.9237, grad_norm: 1.8499 2020-07-24 09:00:28,785 - mmaction - INFO - Epoch [21][3700/3757] lr: 9.698e-02, eta: 4 days, 21:14:21, time: 0.684, data_time: 0.005, memory: 5237, top1_acc: 0.1898, top5_acc: 0.4047, loss_cls: 3.9696, loss: 3.9696, grad_norm: 1.8814 2020-07-24 09:00:41,515 - mmaction - INFO - Epoch [21][3720/3757] lr: 9.698e-02, eta: 4 days, 21:13:56, time: 0.637, data_time: 0.001, memory: 5237, top1_acc: 0.2039, top5_acc: 0.4180, loss_cls: 3.9049, loss: 3.9049, grad_norm: 1.9205 2020-07-24 09:00:54,064 - mmaction - INFO - Epoch [21][3740/3757] lr: 9.698e-02, eta: 4 days, 21:13:30, time: 0.627, data_time: 0.001, memory: 5237, top1_acc: 0.1977, top5_acc: 0.4172, loss_cls: 3.8957, loss: 3.8957, grad_norm: 1.8348 2020-07-24 09:04:59,520 - mmaction - INFO - Epoch [22][20/3757] lr: 9.668e-02, eta: 4 days, 21:38:24, time: 11.353, data_time: 10.617, memory: 5237, top1_acc: 0.1875, top5_acc: 0.4352, loss_cls: 3.8856, loss: 3.8856, grad_norm: 1.9005 2020-07-24 09:05:14,171 - mmaction - INFO - Epoch [22][40/3757] lr: 9.668e-02, eta: 4 days, 21:38:14, time: 0.732, data_time: 0.002, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4188, loss_cls: 3.8496, loss: 3.8496, grad_norm: 1.9104 2020-07-24 09:05:26,609 - mmaction - INFO - Epoch [22][60/3757] lr: 9.668e-02, eta: 4 days, 21:37:46, time: 0.622, data_time: 0.002, memory: 5237, top1_acc: 0.1938, top5_acc: 0.4078, loss_cls: 3.9554, loss: 3.9554, grad_norm: 1.8786 2020-07-24 09:05:39,066 - mmaction - INFO - Epoch [22][80/3757] lr: 9.668e-02, eta: 4 days, 21:37:19, time: 0.622, data_time: 0.002, memory: 5237, top1_acc: 0.2031, top5_acc: 0.4266, loss_cls: 3.8719, loss: 3.8719, grad_norm: 1.8802 2020-07-24 09:05:51,421 - mmaction - INFO - Epoch [22][100/3757] lr: 9.668e-02, eta: 4 days, 21:36:51, time: 0.618, data_time: 0.002, memory: 5237, top1_acc: 0.1977, top5_acc: 0.4219, loss_cls: 3.9237, loss: 3.9237, grad_norm: 1.9032 2020-07-24 09:06:05,054 - mmaction - INFO - Epoch [22][120/3757] lr: 9.668e-02, eta: 4 days, 21:36:33, time: 0.681, data_time: 0.002, memory: 5237, top1_acc: 0.1891, top5_acc: 0.4273, loss_cls: 3.8071, loss: 3.8071, grad_norm: 1.8703 2020-07-24 09:06:17,836 - mmaction - INFO - Epoch [22][140/3757] lr: 9.668e-02, eta: 4 days, 21:36:08, time: 0.640, data_time: 0.002, memory: 5237, top1_acc: 0.1984, top5_acc: 0.4117, loss_cls: 3.9083, loss: 3.9083, grad_norm: 1.8574 2020-07-24 09:06:30,451 - mmaction - INFO - Epoch [22][160/3757] lr: 9.668e-02, eta: 4 days, 21:35:42, time: 0.631, data_time: 0.002, memory: 5237, top1_acc: 0.1992, top5_acc: 0.4273, loss_cls: 3.8450, loss: 3.8450, grad_norm: 1.8221 2020-07-24 09:06:44,050 - mmaction - INFO - Epoch [22][180/3757] lr: 9.668e-02, eta: 4 days, 21:35:24, time: 0.680, data_time: 0.001, memory: 5237, top1_acc: 0.1883, top5_acc: 0.4094, loss_cls: 3.9280, loss: 3.9280, grad_norm: 1.8578 2020-07-24 09:06:57,364 - mmaction - INFO - Epoch [22][200/3757] lr: 9.668e-02, eta: 4 days, 21:35:03, time: 0.665, data_time: 0.002, memory: 5237, top1_acc: 0.1836, top5_acc: 0.4102, loss_cls: 3.9271, loss: 3.9271, grad_norm: 1.9185 2020-07-24 09:07:10,438 - mmaction - INFO - Epoch [22][220/3757] lr: 9.668e-02, eta: 4 days, 21:34:40, time: 0.654, data_time: 0.002, memory: 5237, top1_acc: 0.1891, top5_acc: 0.3789, loss_cls: 3.9595, loss: 3.9595, grad_norm: 1.8459 2020-07-24 09:07:23,640 - mmaction - INFO - Epoch [22][240/3757] lr: 9.668e-02, eta: 4 days, 21:34:19, time: 0.660, data_time: 0.002, memory: 5237, top1_acc: 0.1859, top5_acc: 0.4242, loss_cls: 3.9075, loss: 3.9075, grad_norm: 1.8531 2020-07-24 09:07:37,393 - mmaction - INFO - Epoch [22][260/3757] lr: 9.668e-02, eta: 4 days, 21:34:02, time: 0.687, data_time: 0.001, memory: 5237, top1_acc: 0.1742, top5_acc: 0.3906, loss_cls: 3.9400, loss: 3.9400, grad_norm: 1.8838 2020-07-24 09:07:50,534 - mmaction - INFO - Epoch [22][280/3757] lr: 9.668e-02, eta: 4 days, 21:33:40, time: 0.657, data_time: 0.002, memory: 5237, top1_acc: 0.1812, top5_acc: 0.4250, loss_cls: 3.9149, loss: 3.9149, grad_norm: 1.8587 2020-07-24 09:08:03,592 - mmaction - INFO - Epoch [22][300/3757] lr: 9.668e-02, eta: 4 days, 21:33:17, time: 0.653, data_time: 0.002, memory: 5237, top1_acc: 0.1859, top5_acc: 0.4070, loss_cls: 3.9550, loss: 3.9550, grad_norm: 1.8610 2020-07-24 09:08:15,794 - mmaction - INFO - Epoch [22][320/3757] lr: 9.668e-02, eta: 4 days, 21:32:48, time: 0.610, data_time: 0.002, memory: 5237, top1_acc: 0.2125, top5_acc: 0.4188, loss_cls: 3.8546, loss: 3.8546, grad_norm: 1.8726 2020-07-24 09:08:28,187 - mmaction - INFO - Epoch [22][340/3757] lr: 9.668e-02, eta: 4 days, 21:32:20, time: 0.620, data_time: 0.002, memory: 5237, top1_acc: 0.1750, top5_acc: 0.4102, loss_cls: 3.9910, loss: 3.9910, grad_norm: 1.9226 2020-07-24 09:08:42,842 - mmaction - INFO - Epoch [22][360/3757] lr: 9.668e-02, eta: 4 days, 21:32:10, time: 0.732, data_time: 0.002, memory: 5237, top1_acc: 0.1844, top5_acc: 0.4031, loss_cls: 3.9163, loss: 3.9163, grad_norm: 1.9185 2020-07-24 09:08:56,688 - mmaction - INFO - Epoch [22][380/3757] lr: 9.668e-02, eta: 4 days, 21:31:53, time: 0.693, data_time: 0.002, memory: 5237, top1_acc: 0.1953, top5_acc: 0.4156, loss_cls: 3.9275, loss: 3.9275, grad_norm: 1.8616 2020-07-24 09:09:09,781 - mmaction - INFO - Epoch [22][400/3757] lr: 9.668e-02, eta: 4 days, 21:31:31, time: 0.654, data_time: 0.002, memory: 5237, top1_acc: 0.1977, top5_acc: 0.4258, loss_cls: 3.8561, loss: 3.8561, grad_norm: 1.8203 2020-07-24 09:09:23,189 - mmaction - INFO - Epoch [22][420/3757] lr: 9.668e-02, eta: 4 days, 21:31:11, time: 0.671, data_time: 0.003, memory: 5237, top1_acc: 0.1898, top5_acc: 0.4062, loss_cls: 3.8992, loss: 3.8992, grad_norm: 1.9122 2020-07-24 09:09:36,654 - mmaction - INFO - Epoch [22][440/3757] lr: 9.668e-02, eta: 4 days, 21:30:51, time: 0.674, data_time: 0.003, memory: 5237, top1_acc: 0.1812, top5_acc: 0.4141, loss_cls: 4.0093, loss: 4.0093, grad_norm: 1.9537 2020-07-24 09:09:49,494 - mmaction - INFO - Epoch [22][460/3757] lr: 9.668e-02, eta: 4 days, 21:30:27, time: 0.643, data_time: 0.002, memory: 5237, top1_acc: 0.1781, top5_acc: 0.4117, loss_cls: 3.9024, loss: 3.9024, grad_norm: 1.9027 2020-07-24 09:10:03,052 - mmaction - INFO - Epoch [22][480/3757] lr: 9.668e-02, eta: 4 days, 21:30:08, time: 0.677, data_time: 0.001, memory: 5237, top1_acc: 0.1805, top5_acc: 0.3969, loss_cls: 3.9409, loss: 3.9409, grad_norm: 1.8966 2020-07-24 09:10:16,114 - mmaction - INFO - Epoch [22][500/3757] lr: 9.668e-02, eta: 4 days, 21:29:46, time: 0.653, data_time: 0.002, memory: 5237, top1_acc: 0.1836, top5_acc: 0.3875, loss_cls: 3.9846, loss: 3.9846, grad_norm: 1.8535 2020-07-24 09:10:28,623 - mmaction - INFO - Epoch [22][520/3757] lr: 9.668e-02, eta: 4 days, 21:29:19, time: 0.626, data_time: 0.008, memory: 5237, top1_acc: 0.1961, top5_acc: 0.4234, loss_cls: 3.8676, loss: 3.8676, grad_norm: 1.9083 2020-07-24 09:10:41,333 - mmaction - INFO - Epoch [22][540/3757] lr: 9.668e-02, eta: 4 days, 21:28:54, time: 0.635, data_time: 0.002, memory: 5237, top1_acc: 0.1875, top5_acc: 0.4211, loss_cls: 3.9199, loss: 3.9199, grad_norm: 1.9015 2020-07-24 09:10:54,067 - mmaction - INFO - Epoch [22][560/3757] lr: 9.668e-02, eta: 4 days, 21:28:29, time: 0.637, data_time: 0.002, memory: 5237, top1_acc: 0.1914, top5_acc: 0.4062, loss_cls: 3.8952, loss: 3.8952, grad_norm: 1.8396 2020-07-24 09:11:07,060 - mmaction - INFO - Epoch [22][580/3757] lr: 9.668e-02, eta: 4 days, 21:28:06, time: 0.650, data_time: 0.002, memory: 5237, top1_acc: 0.1734, top5_acc: 0.3898, loss_cls: 3.9927, loss: 3.9927, grad_norm: 1.8601 2020-07-24 09:11:19,505 - mmaction - INFO - Epoch [22][600/3757] lr: 9.668e-02, eta: 4 days, 21:27:39, time: 0.622, data_time: 0.002, memory: 5237, top1_acc: 0.1750, top5_acc: 0.4125, loss_cls: 3.9110, loss: 3.9110, grad_norm: 1.8259 2020-07-24 09:11:32,105 - mmaction - INFO - Epoch [22][620/3757] lr: 9.668e-02, eta: 4 days, 21:27:13, time: 0.630, data_time: 0.002, memory: 5237, top1_acc: 0.2047, top5_acc: 0.4273, loss_cls: 3.8546, loss: 3.8546, grad_norm: 1.8404 2020-07-24 09:11:44,915 - mmaction - INFO - Epoch [22][640/3757] lr: 9.668e-02, eta: 4 days, 21:26:48, time: 0.640, data_time: 0.002, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4313, loss_cls: 3.8696, loss: 3.8696, grad_norm: 1.9434 2020-07-24 09:11:58,008 - mmaction - INFO - Epoch [22][660/3757] lr: 9.668e-02, eta: 4 days, 21:26:26, time: 0.655, data_time: 0.002, memory: 5237, top1_acc: 0.1758, top5_acc: 0.4117, loss_cls: 3.9346, loss: 3.9346, grad_norm: 1.9218 2020-07-24 09:12:10,329 - mmaction - INFO - Epoch [22][680/3757] lr: 9.668e-02, eta: 4 days, 21:25:58, time: 0.615, data_time: 0.001, memory: 5237, top1_acc: 0.1867, top5_acc: 0.4250, loss_cls: 3.9083, loss: 3.9083, grad_norm: 1.8562 2020-07-24 09:12:23,090 - mmaction - INFO - Epoch [22][700/3757] lr: 9.668e-02, eta: 4 days, 21:25:33, time: 0.639, data_time: 0.002, memory: 5237, top1_acc: 0.1812, top5_acc: 0.4188, loss_cls: 3.9498, loss: 3.9498, grad_norm: 1.9059 2020-07-24 09:12:35,463 - mmaction - INFO - Epoch [22][720/3757] lr: 9.668e-02, eta: 4 days, 21:25:06, time: 0.618, data_time: 0.001, memory: 5237, top1_acc: 0.2109, top5_acc: 0.4195, loss_cls: 3.7956, loss: 3.7956, grad_norm: 1.9071 2020-07-24 09:12:48,443 - mmaction - INFO - Epoch [22][740/3757] lr: 9.668e-02, eta: 4 days, 21:24:43, time: 0.649, data_time: 0.002, memory: 5237, top1_acc: 0.2039, top5_acc: 0.4039, loss_cls: 3.9607, loss: 3.9607, grad_norm: 1.9262 2020-07-24 09:13:01,165 - mmaction - INFO - Epoch [22][760/3757] lr: 9.668e-02, eta: 4 days, 21:24:18, time: 0.636, data_time: 0.003, memory: 5237, top1_acc: 0.1766, top5_acc: 0.4031, loss_cls: 3.9853, loss: 3.9853, grad_norm: 1.9234 2020-07-24 09:13:14,077 - mmaction - INFO - Epoch [22][780/3757] lr: 9.668e-02, eta: 4 days, 21:23:54, time: 0.646, data_time: 0.002, memory: 5237, top1_acc: 0.1961, top5_acc: 0.4195, loss_cls: 3.9042, loss: 3.9042, grad_norm: 1.9139 2020-07-24 09:13:26,428 - mmaction - INFO - Epoch [22][800/3757] lr: 9.668e-02, eta: 4 days, 21:23:26, time: 0.617, data_time: 0.002, memory: 5237, top1_acc: 0.2031, top5_acc: 0.4078, loss_cls: 3.8754, loss: 3.8754, grad_norm: 1.8776 2020-07-24 09:13:39,477 - mmaction - INFO - Epoch [22][820/3757] lr: 9.668e-02, eta: 4 days, 21:23:04, time: 0.652, data_time: 0.002, memory: 5237, top1_acc: 0.2102, top5_acc: 0.4180, loss_cls: 3.8356, loss: 3.8356, grad_norm: 1.8267 2020-07-24 09:13:52,342 - mmaction - INFO - Epoch [22][840/3757] lr: 9.668e-02, eta: 4 days, 21:22:40, time: 0.644, data_time: 0.003, memory: 5237, top1_acc: 0.1688, top5_acc: 0.3953, loss_cls: 3.9767, loss: 3.9767, grad_norm: 1.8985 2020-07-24 09:14:05,151 - mmaction - INFO - Epoch [22][860/3757] lr: 9.668e-02, eta: 4 days, 21:22:16, time: 0.640, data_time: 0.001, memory: 5237, top1_acc: 0.1898, top5_acc: 0.4031, loss_cls: 3.9807, loss: 3.9807, grad_norm: 1.9478 2020-07-24 09:14:17,384 - mmaction - INFO - Epoch [22][880/3757] lr: 9.668e-02, eta: 4 days, 21:21:47, time: 0.611, data_time: 0.001, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4078, loss_cls: 3.9314, loss: 3.9314, grad_norm: 1.8896 2020-07-24 09:14:30,911 - mmaction - INFO - Epoch [22][900/3757] lr: 9.668e-02, eta: 4 days, 21:21:28, time: 0.676, data_time: 0.002, memory: 5237, top1_acc: 0.1625, top5_acc: 0.4062, loss_cls: 3.9223, loss: 3.9223, grad_norm: 1.9061 2020-07-24 09:14:43,420 - mmaction - INFO - Epoch [22][920/3757] lr: 9.668e-02, eta: 4 days, 21:21:01, time: 0.627, data_time: 0.002, memory: 5237, top1_acc: 0.2094, top5_acc: 0.4297, loss_cls: 3.8884, loss: 3.8884, grad_norm: 1.9157 2020-07-24 09:14:58,412 - mmaction - INFO - Epoch [22][940/3757] lr: 9.668e-02, eta: 4 days, 21:20:53, time: 0.749, data_time: 0.002, memory: 5237, top1_acc: 0.1805, top5_acc: 0.4133, loss_cls: 3.9644, loss: 3.9644, grad_norm: 1.8810 2020-07-24 09:15:11,216 - mmaction - INFO - Epoch [22][960/3757] lr: 9.668e-02, eta: 4 days, 21:20:29, time: 0.640, data_time: 0.001, memory: 5237, top1_acc: 0.1992, top5_acc: 0.4023, loss_cls: 3.9002, loss: 3.9002, grad_norm: 1.8523 2020-07-24 09:15:24,645 - mmaction - INFO - Epoch [22][980/3757] lr: 9.668e-02, eta: 4 days, 21:20:09, time: 0.671, data_time: 0.002, memory: 5237, top1_acc: 0.1805, top5_acc: 0.4164, loss_cls: 3.9301, loss: 3.9301, grad_norm: 1.9186 2020-07-24 09:15:38,117 - mmaction - INFO - Epoch [22][1000/3757] lr: 9.668e-02, eta: 4 days, 21:19:50, time: 0.675, data_time: 0.002, memory: 5237, top1_acc: 0.1867, top5_acc: 0.4078, loss_cls: 3.9604, loss: 3.9604, grad_norm: 1.8983 2020-07-24 09:15:51,191 - mmaction - INFO - Epoch [22][1020/3757] lr: 9.668e-02, eta: 4 days, 21:19:28, time: 0.654, data_time: 0.001, memory: 5237, top1_acc: 0.1891, top5_acc: 0.4203, loss_cls: 3.8855, loss: 3.8855, grad_norm: 1.9154 2020-07-24 09:16:04,464 - mmaction - INFO - Epoch [22][1040/3757] lr: 9.668e-02, eta: 4 days, 21:19:07, time: 0.663, data_time: 0.001, memory: 5237, top1_acc: 0.1852, top5_acc: 0.4070, loss_cls: 3.9373, loss: 3.9373, grad_norm: 1.9408 2020-07-24 09:16:17,844 - mmaction - INFO - Epoch [22][1060/3757] lr: 9.668e-02, eta: 4 days, 21:18:47, time: 0.669, data_time: 0.002, memory: 5237, top1_acc: 0.1617, top5_acc: 0.4133, loss_cls: 3.9720, loss: 3.9720, grad_norm: 1.8965 2020-07-24 09:16:30,475 - mmaction - INFO - Epoch [22][1080/3757] lr: 9.668e-02, eta: 4 days, 21:18:21, time: 0.632, data_time: 0.002, memory: 5237, top1_acc: 0.1828, top5_acc: 0.4250, loss_cls: 3.8635, loss: 3.8635, grad_norm: 1.8753 2020-07-24 09:16:43,303 - mmaction - INFO - Epoch [22][1100/3757] lr: 9.668e-02, eta: 4 days, 21:17:57, time: 0.641, data_time: 0.002, memory: 5237, top1_acc: 0.1984, top5_acc: 0.4016, loss_cls: 3.9542, loss: 3.9542, grad_norm: 1.9142 2020-07-24 09:16:57,915 - mmaction - INFO - Epoch [22][1120/3757] lr: 9.668e-02, eta: 4 days, 21:17:46, time: 0.730, data_time: 0.002, memory: 5237, top1_acc: 0.2094, top5_acc: 0.4336, loss_cls: 3.9008, loss: 3.9008, grad_norm: 1.8431 2020-07-24 09:17:12,234 - mmaction - INFO - Epoch [22][1140/3757] lr: 9.668e-02, eta: 4 days, 21:17:33, time: 0.717, data_time: 0.003, memory: 5237, top1_acc: 0.1914, top5_acc: 0.4211, loss_cls: 3.8673, loss: 3.8673, grad_norm: 1.8339 2020-07-24 09:17:25,079 - mmaction - INFO - Epoch [22][1160/3757] lr: 9.668e-02, eta: 4 days, 21:17:09, time: 0.642, data_time: 0.001, memory: 5237, top1_acc: 0.1695, top5_acc: 0.3836, loss_cls: 4.0198, loss: 4.0198, grad_norm: 1.8720 2020-07-24 09:17:38,268 - mmaction - INFO - Epoch [22][1180/3757] lr: 9.668e-02, eta: 4 days, 21:16:48, time: 0.660, data_time: 0.002, memory: 5237, top1_acc: 0.1891, top5_acc: 0.4234, loss_cls: 3.8174, loss: 3.8174, grad_norm: 1.8408 2020-07-24 09:17:51,654 - mmaction - INFO - Epoch [22][1200/3757] lr: 9.668e-02, eta: 4 days, 21:16:28, time: 0.669, data_time: 0.001, memory: 5237, top1_acc: 0.1836, top5_acc: 0.4211, loss_cls: 3.8086, loss: 3.8086, grad_norm: 1.9157 2020-07-24 09:18:04,722 - mmaction - INFO - Epoch [22][1220/3757] lr: 9.668e-02, eta: 4 days, 21:16:06, time: 0.653, data_time: 0.002, memory: 5237, top1_acc: 0.1680, top5_acc: 0.3961, loss_cls: 4.0328, loss: 4.0328, grad_norm: 1.9067 2020-07-24 09:18:18,927 - mmaction - INFO - Epoch [22][1240/3757] lr: 9.668e-02, eta: 4 days, 21:15:52, time: 0.710, data_time: 0.002, memory: 5237, top1_acc: 0.1734, top5_acc: 0.4008, loss_cls: 3.9506, loss: 3.9506, grad_norm: 1.8582 2020-07-24 09:18:32,610 - mmaction - INFO - Epoch [22][1260/3757] lr: 9.668e-02, eta: 4 days, 21:15:34, time: 0.685, data_time: 0.002, memory: 5237, top1_acc: 0.1789, top5_acc: 0.3953, loss_cls: 4.0447, loss: 4.0447, grad_norm: 1.8428 2020-07-24 09:18:45,977 - mmaction - INFO - Epoch [22][1280/3757] lr: 9.668e-02, eta: 4 days, 21:15:14, time: 0.667, data_time: 0.001, memory: 5237, top1_acc: 0.1906, top5_acc: 0.4023, loss_cls: 3.9367, loss: 3.9367, grad_norm: 1.8547 2020-07-24 09:18:59,908 - mmaction - INFO - Epoch [22][1300/3757] lr: 9.668e-02, eta: 4 days, 21:14:58, time: 0.696, data_time: 0.003, memory: 5237, top1_acc: 0.1938, top5_acc: 0.4227, loss_cls: 3.8936, loss: 3.8936, grad_norm: 1.8913 2020-07-24 09:19:13,761 - mmaction - INFO - Epoch [22][1320/3757] lr: 9.668e-02, eta: 4 days, 21:14:41, time: 0.693, data_time: 0.003, memory: 5237, top1_acc: 0.2102, top5_acc: 0.4227, loss_cls: 3.8921, loss: 3.8921, grad_norm: 1.9154 2020-07-24 09:19:26,932 - mmaction - INFO - Epoch [22][1340/3757] lr: 9.668e-02, eta: 4 days, 21:14:20, time: 0.659, data_time: 0.002, memory: 5237, top1_acc: 0.1891, top5_acc: 0.3875, loss_cls: 3.9742, loss: 3.9742, grad_norm: 1.8926 2020-07-24 09:19:40,892 - mmaction - INFO - Epoch [22][1360/3757] lr: 9.668e-02, eta: 4 days, 21:14:04, time: 0.698, data_time: 0.001, memory: 5237, top1_acc: 0.1969, top5_acc: 0.3984, loss_cls: 3.8908, loss: 3.8908, grad_norm: 1.8741 2020-07-24 09:19:54,813 - mmaction - INFO - Epoch [22][1380/3757] lr: 9.668e-02, eta: 4 days, 21:13:48, time: 0.696, data_time: 0.001, memory: 5237, top1_acc: 0.2055, top5_acc: 0.4258, loss_cls: 3.8582, loss: 3.8582, grad_norm: 1.8931 2020-07-24 09:20:07,458 - mmaction - INFO - Epoch [22][1400/3757] lr: 9.668e-02, eta: 4 days, 21:13:23, time: 0.632, data_time: 0.002, memory: 5237, top1_acc: 0.1953, top5_acc: 0.4313, loss_cls: 3.8668, loss: 3.8668, grad_norm: 1.8996 2020-07-24 09:20:22,066 - mmaction - INFO - Epoch [22][1420/3757] lr: 9.668e-02, eta: 4 days, 21:13:12, time: 0.731, data_time: 0.002, memory: 5237, top1_acc: 0.2078, top5_acc: 0.4352, loss_cls: 3.8000, loss: 3.8000, grad_norm: 1.8701 2020-07-24 09:20:34,159 - mmaction - INFO - Epoch [22][1440/3757] lr: 9.668e-02, eta: 4 days, 21:12:43, time: 0.604, data_time: 0.002, memory: 5237, top1_acc: 0.1750, top5_acc: 0.3992, loss_cls: 3.9563, loss: 3.9563, grad_norm: 1.8909 2020-07-24 09:20:47,022 - mmaction - INFO - Epoch [22][1460/3757] lr: 9.668e-02, eta: 4 days, 21:12:19, time: 0.643, data_time: 0.002, memory: 5237, top1_acc: 0.1703, top5_acc: 0.4156, loss_cls: 3.9398, loss: 3.9398, grad_norm: 1.9022 2020-07-24 09:21:00,094 - mmaction - INFO - Epoch [22][1480/3757] lr: 9.668e-02, eta: 4 days, 21:11:56, time: 0.653, data_time: 0.002, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4148, loss_cls: 3.9355, loss: 3.9355, grad_norm: 1.8674 2020-07-24 09:21:15,088 - mmaction - INFO - Epoch [22][1500/3757] lr: 9.668e-02, eta: 4 days, 21:11:48, time: 0.750, data_time: 0.002, memory: 5237, top1_acc: 0.1977, top5_acc: 0.4344, loss_cls: 3.8319, loss: 3.8319, grad_norm: 1.7998 2020-07-24 09:21:28,814 - mmaction - INFO - Epoch [22][1520/3757] lr: 9.668e-02, eta: 4 days, 21:11:31, time: 0.685, data_time: 0.002, memory: 5237, top1_acc: 0.1773, top5_acc: 0.3945, loss_cls: 3.9464, loss: 3.9464, grad_norm: 1.8963 2020-07-24 09:21:43,186 - mmaction - INFO - Epoch [22][1540/3757] lr: 9.668e-02, eta: 4 days, 21:11:19, time: 0.720, data_time: 0.003, memory: 5237, top1_acc: 0.1844, top5_acc: 0.4180, loss_cls: 3.9077, loss: 3.9077, grad_norm: 1.8913 2020-07-24 09:21:56,702 - mmaction - INFO - Epoch [22][1560/3757] lr: 9.668e-02, eta: 4 days, 21:11:00, time: 0.676, data_time: 0.001, memory: 5237, top1_acc: 0.1805, top5_acc: 0.4211, loss_cls: 3.9178, loss: 3.9178, grad_norm: 1.8778 2020-07-24 09:22:10,799 - mmaction - INFO - Epoch [22][1580/3757] lr: 9.668e-02, eta: 4 days, 21:10:45, time: 0.705, data_time: 0.002, memory: 5237, top1_acc: 0.1891, top5_acc: 0.4102, loss_cls: 3.8985, loss: 3.8985, grad_norm: 1.8658 2020-07-24 09:22:24,631 - mmaction - INFO - Epoch [22][1600/3757] lr: 9.668e-02, eta: 4 days, 21:10:28, time: 0.692, data_time: 0.002, memory: 5237, top1_acc: 0.2008, top5_acc: 0.4289, loss_cls: 3.8290, loss: 3.8290, grad_norm: 1.8923 2020-07-24 09:22:37,683 - mmaction - INFO - Epoch [22][1620/3757] lr: 9.668e-02, eta: 4 days, 21:10:06, time: 0.653, data_time: 0.001, memory: 5237, top1_acc: 0.1859, top5_acc: 0.4062, loss_cls: 3.9257, loss: 3.9257, grad_norm: 1.8635 2020-07-24 09:22:52,532 - mmaction - INFO - Epoch [22][1640/3757] lr: 9.668e-02, eta: 4 days, 21:09:57, time: 0.742, data_time: 0.003, memory: 5237, top1_acc: 0.1820, top5_acc: 0.4117, loss_cls: 3.9291, loss: 3.9291, grad_norm: 1.9070 2020-07-24 09:23:05,968 - mmaction - INFO - Epoch [22][1660/3757] lr: 9.668e-02, eta: 4 days, 21:09:37, time: 0.672, data_time: 0.003, memory: 5237, top1_acc: 0.1648, top5_acc: 0.3805, loss_cls: 4.0392, loss: 4.0392, grad_norm: 1.8966 2020-07-24 09:23:18,797 - mmaction - INFO - Epoch [22][1680/3757] lr: 9.668e-02, eta: 4 days, 21:09:13, time: 0.642, data_time: 0.002, memory: 5237, top1_acc: 0.1727, top5_acc: 0.3867, loss_cls: 3.9930, loss: 3.9930, grad_norm: 1.8740 2020-07-24 09:23:32,069 - mmaction - INFO - Epoch [22][1700/3757] lr: 9.668e-02, eta: 4 days, 21:08:53, time: 0.664, data_time: 0.002, memory: 5237, top1_acc: 0.1742, top5_acc: 0.4180, loss_cls: 3.9509, loss: 3.9509, grad_norm: 1.8462 2020-07-24 09:23:45,419 - mmaction - INFO - Epoch [22][1720/3757] lr: 9.668e-02, eta: 4 days, 21:08:32, time: 0.666, data_time: 0.003, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4453, loss_cls: 3.8660, loss: 3.8660, grad_norm: 1.9128 2020-07-24 09:23:59,805 - mmaction - INFO - Epoch [22][1740/3757] lr: 9.668e-02, eta: 4 days, 21:08:20, time: 0.721, data_time: 0.003, memory: 5237, top1_acc: 0.1656, top5_acc: 0.4039, loss_cls: 3.9408, loss: 3.9408, grad_norm: 1.8895 2020-07-24 09:24:12,759 - mmaction - INFO - Epoch [22][1760/3757] lr: 9.668e-02, eta: 4 days, 21:07:57, time: 0.646, data_time: 0.002, memory: 5237, top1_acc: 0.2125, top5_acc: 0.4281, loss_cls: 3.8420, loss: 3.8420, grad_norm: 1.8839 2020-07-24 09:24:25,518 - mmaction - INFO - Epoch [22][1780/3757] lr: 9.668e-02, eta: 4 days, 21:07:33, time: 0.640, data_time: 0.003, memory: 5237, top1_acc: 0.1875, top5_acc: 0.4148, loss_cls: 3.9246, loss: 3.9246, grad_norm: 1.8892 2020-07-24 09:24:38,057 - mmaction - INFO - Epoch [22][1800/3757] lr: 9.668e-02, eta: 4 days, 21:07:06, time: 0.626, data_time: 0.001, memory: 5237, top1_acc: 0.2039, top5_acc: 0.4133, loss_cls: 3.9094, loss: 3.9094, grad_norm: 1.8911 2020-07-24 09:24:51,472 - mmaction - INFO - Epoch [22][1820/3757] lr: 9.668e-02, eta: 4 days, 21:06:47, time: 0.672, data_time: 0.004, memory: 5237, top1_acc: 0.1906, top5_acc: 0.4195, loss_cls: 3.9132, loss: 3.9132, grad_norm: 1.9333 2020-07-24 09:25:05,015 - mmaction - INFO - Epoch [22][1840/3757] lr: 9.668e-02, eta: 4 days, 21:06:28, time: 0.676, data_time: 0.001, memory: 5237, top1_acc: 0.1859, top5_acc: 0.4156, loss_cls: 3.8942, loss: 3.8942, grad_norm: 1.8727 2020-07-24 09:25:17,819 - mmaction - INFO - Epoch [22][1860/3757] lr: 9.668e-02, eta: 4 days, 21:06:04, time: 0.640, data_time: 0.002, memory: 5237, top1_acc: 0.1789, top5_acc: 0.3922, loss_cls: 3.9616, loss: 3.9616, grad_norm: 1.8775 2020-07-24 09:25:30,706 - mmaction - INFO - Epoch [22][1880/3757] lr: 9.668e-02, eta: 4 days, 21:05:40, time: 0.645, data_time: 0.002, memory: 5237, top1_acc: 0.2102, top5_acc: 0.4328, loss_cls: 3.8579, loss: 3.8579, grad_norm: 1.8400 2020-07-24 09:25:42,935 - mmaction - INFO - Epoch [22][1900/3757] lr: 9.668e-02, eta: 4 days, 21:05:12, time: 0.610, data_time: 0.002, memory: 5237, top1_acc: 0.1812, top5_acc: 0.3969, loss_cls: 4.0297, loss: 4.0297, grad_norm: 1.8949 2020-07-24 09:25:55,667 - mmaction - INFO - Epoch [22][1920/3757] lr: 9.668e-02, eta: 4 days, 21:04:47, time: 0.637, data_time: 0.002, memory: 5237, top1_acc: 0.1992, top5_acc: 0.4164, loss_cls: 3.8485, loss: 3.8485, grad_norm: 1.8571 2020-07-24 09:26:10,076 - mmaction - INFO - Epoch [22][1940/3757] lr: 9.668e-02, eta: 4 days, 21:04:35, time: 0.721, data_time: 0.002, memory: 5237, top1_acc: 0.1750, top5_acc: 0.4070, loss_cls: 3.9720, loss: 3.9720, grad_norm: 1.8988 2020-07-24 09:26:22,710 - mmaction - INFO - Epoch [22][1960/3757] lr: 9.668e-02, eta: 4 days, 21:04:10, time: 0.631, data_time: 0.002, memory: 5237, top1_acc: 0.1922, top5_acc: 0.4211, loss_cls: 3.9083, loss: 3.9083, grad_norm: 1.8626 2020-07-24 09:26:35,072 - mmaction - INFO - Epoch [22][1980/3757] lr: 9.668e-02, eta: 4 days, 21:03:42, time: 0.619, data_time: 0.002, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4344, loss_cls: 3.8471, loss: 3.8471, grad_norm: 1.8607 2020-07-24 09:26:48,937 - mmaction - INFO - Epoch [22][2000/3757] lr: 9.668e-02, eta: 4 days, 21:03:26, time: 0.691, data_time: 0.001, memory: 5237, top1_acc: 0.1867, top5_acc: 0.4195, loss_cls: 3.8470, loss: 3.8470, grad_norm: 1.8828 2020-07-24 09:27:02,651 - mmaction - INFO - Epoch [22][2020/3757] lr: 9.668e-02, eta: 4 days, 21:03:08, time: 0.687, data_time: 0.005, memory: 5237, top1_acc: 0.1859, top5_acc: 0.4227, loss_cls: 3.8707, loss: 3.8707, grad_norm: 1.9417 2020-07-24 09:27:14,868 - mmaction - INFO - Epoch [22][2040/3757] lr: 9.668e-02, eta: 4 days, 21:02:40, time: 0.611, data_time: 0.003, memory: 5237, top1_acc: 0.1781, top5_acc: 0.3945, loss_cls: 4.0210, loss: 4.0210, grad_norm: 1.9136 2020-07-24 09:27:27,221 - mmaction - INFO - Epoch [22][2060/3757] lr: 9.668e-02, eta: 4 days, 21:02:13, time: 0.618, data_time: 0.002, memory: 5237, top1_acc: 0.1867, top5_acc: 0.4000, loss_cls: 3.9192, loss: 3.9192, grad_norm: 1.8269 2020-07-24 09:27:40,502 - mmaction - INFO - Epoch [22][2080/3757] lr: 9.668e-02, eta: 4 days, 21:01:52, time: 0.663, data_time: 0.001, memory: 5237, top1_acc: 0.2008, top5_acc: 0.4281, loss_cls: 3.8717, loss: 3.8717, grad_norm: 1.9197 2020-07-24 09:27:54,383 - mmaction - INFO - Epoch [22][2100/3757] lr: 9.668e-02, eta: 4 days, 21:01:36, time: 0.695, data_time: 0.002, memory: 5237, top1_acc: 0.1891, top5_acc: 0.4008, loss_cls: 3.9599, loss: 3.9599, grad_norm: 1.9240 2020-07-24 09:28:07,154 - mmaction - INFO - Epoch [22][2120/3757] lr: 9.668e-02, eta: 4 days, 21:01:12, time: 0.639, data_time: 0.002, memory: 5237, top1_acc: 0.1906, top5_acc: 0.3977, loss_cls: 3.9522, loss: 3.9522, grad_norm: 1.8499 2020-07-24 09:28:19,564 - mmaction - INFO - Epoch [22][2140/3757] lr: 9.668e-02, eta: 4 days, 21:00:45, time: 0.619, data_time: 0.002, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4313, loss_cls: 3.8549, loss: 3.8549, grad_norm: 1.8663 2020-07-24 09:28:33,168 - mmaction - INFO - Epoch [22][2160/3757] lr: 9.668e-02, eta: 4 days, 21:00:26, time: 0.681, data_time: 0.002, memory: 5237, top1_acc: 0.1812, top5_acc: 0.4008, loss_cls: 3.9602, loss: 3.9602, grad_norm: 1.8756 2020-07-24 09:28:47,635 - mmaction - INFO - Epoch [22][2180/3757] lr: 9.668e-02, eta: 4 days, 21:00:14, time: 0.722, data_time: 0.002, memory: 5237, top1_acc: 0.1961, top5_acc: 0.4156, loss_cls: 3.8887, loss: 3.8887, grad_norm: 1.8742 2020-07-24 09:29:00,602 - mmaction - INFO - Epoch [22][2200/3757] lr: 9.668e-02, eta: 4 days, 20:59:52, time: 0.650, data_time: 0.003, memory: 5237, top1_acc: 0.1812, top5_acc: 0.4078, loss_cls: 3.9671, loss: 3.9671, grad_norm: 1.8767 2020-07-24 09:29:14,387 - mmaction - INFO - Epoch [22][2220/3757] lr: 9.668e-02, eta: 4 days, 20:59:35, time: 0.689, data_time: 0.002, memory: 5237, top1_acc: 0.2070, top5_acc: 0.4383, loss_cls: 3.8871, loss: 3.8871, grad_norm: 1.9321 2020-07-24 09:29:27,416 - mmaction - INFO - Epoch [22][2240/3757] lr: 9.668e-02, eta: 4 days, 20:59:13, time: 0.653, data_time: 0.003, memory: 5237, top1_acc: 0.1852, top5_acc: 0.4094, loss_cls: 3.8916, loss: 3.8916, grad_norm: 1.8823 2020-07-24 09:29:40,198 - mmaction - INFO - Epoch [22][2260/3757] lr: 9.668e-02, eta: 4 days, 20:58:48, time: 0.638, data_time: 0.001, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4133, loss_cls: 3.8897, loss: 3.8897, grad_norm: 1.8850 2020-07-24 09:29:53,006 - mmaction - INFO - Epoch [22][2280/3757] lr: 9.668e-02, eta: 4 days, 20:58:24, time: 0.641, data_time: 0.001, memory: 5237, top1_acc: 0.1984, top5_acc: 0.4289, loss_cls: 3.9040, loss: 3.9040, grad_norm: 1.9039 2020-07-24 09:30:06,258 - mmaction - INFO - Epoch [22][2300/3757] lr: 9.668e-02, eta: 4 days, 20:58:03, time: 0.662, data_time: 0.002, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4188, loss_cls: 3.8818, loss: 3.8818, grad_norm: 1.9044 2020-07-24 09:30:18,477 - mmaction - INFO - Epoch [22][2320/3757] lr: 9.668e-02, eta: 4 days, 20:57:35, time: 0.611, data_time: 0.001, memory: 5237, top1_acc: 0.1586, top5_acc: 0.3992, loss_cls: 3.9379, loss: 3.9379, grad_norm: 1.9282 2020-07-24 09:30:32,808 - mmaction - INFO - Epoch [22][2340/3757] lr: 9.668e-02, eta: 4 days, 20:57:22, time: 0.716, data_time: 0.001, memory: 5237, top1_acc: 0.1766, top5_acc: 0.3898, loss_cls: 4.0478, loss: 4.0478, grad_norm: 1.8699 2020-07-24 09:30:45,113 - mmaction - INFO - Epoch [22][2360/3757] lr: 9.668e-02, eta: 4 days, 20:56:55, time: 0.615, data_time: 0.002, memory: 5237, top1_acc: 0.1711, top5_acc: 0.4008, loss_cls: 3.9855, loss: 3.9855, grad_norm: 1.9098 2020-07-24 09:30:57,725 - mmaction - INFO - Epoch [22][2380/3757] lr: 9.668e-02, eta: 4 days, 20:56:29, time: 0.631, data_time: 0.002, memory: 5237, top1_acc: 0.1891, top5_acc: 0.3977, loss_cls: 3.9234, loss: 3.9234, grad_norm: 1.9129 2020-07-24 09:31:10,674 - mmaction - INFO - Epoch [22][2400/3757] lr: 9.668e-02, eta: 4 days, 20:56:06, time: 0.648, data_time: 0.002, memory: 5237, top1_acc: 0.1906, top5_acc: 0.4266, loss_cls: 3.8885, loss: 3.8885, grad_norm: 1.9340 2020-07-24 09:31:23,306 - mmaction - INFO - Epoch [22][2420/3757] lr: 9.668e-02, eta: 4 days, 20:55:41, time: 0.632, data_time: 0.001, memory: 5237, top1_acc: 0.1867, top5_acc: 0.4000, loss_cls: 3.9867, loss: 3.9867, grad_norm: 1.8346 2020-07-24 09:31:36,710 - mmaction - INFO - Epoch [22][2440/3757] lr: 9.668e-02, eta: 4 days, 20:55:21, time: 0.669, data_time: 0.001, memory: 5237, top1_acc: 0.2000, top5_acc: 0.4367, loss_cls: 3.7990, loss: 3.7990, grad_norm: 1.8433 2020-07-24 09:31:49,730 - mmaction - INFO - Epoch [22][2460/3757] lr: 9.668e-02, eta: 4 days, 20:54:59, time: 0.652, data_time: 0.002, memory: 5237, top1_acc: 0.2023, top5_acc: 0.4437, loss_cls: 3.7977, loss: 3.7977, grad_norm: 1.9017 2020-07-24 09:32:03,947 - mmaction - INFO - Epoch [22][2480/3757] lr: 9.668e-02, eta: 4 days, 20:54:45, time: 0.711, data_time: 0.003, memory: 5237, top1_acc: 0.1812, top5_acc: 0.4164, loss_cls: 3.8832, loss: 3.8832, grad_norm: 1.9308 2020-07-24 09:32:17,346 - mmaction - INFO - Epoch [22][2500/3757] lr: 9.668e-02, eta: 4 days, 20:54:26, time: 0.670, data_time: 0.002, memory: 5237, top1_acc: 0.1562, top5_acc: 0.3719, loss_cls: 4.0849, loss: 4.0849, grad_norm: 1.8892 2020-07-24 09:32:29,441 - mmaction - INFO - Epoch [22][2520/3757] lr: 9.668e-02, eta: 4 days, 20:53:56, time: 0.605, data_time: 0.002, memory: 5237, top1_acc: 0.1812, top5_acc: 0.4148, loss_cls: 3.8979, loss: 3.8979, grad_norm: 1.8109 2020-07-24 09:32:42,995 - mmaction - INFO - Epoch [22][2540/3757] lr: 9.668e-02, eta: 4 days, 20:53:38, time: 0.677, data_time: 0.002, memory: 5237, top1_acc: 0.1922, top5_acc: 0.4109, loss_cls: 3.9058, loss: 3.9058, grad_norm: 1.8540 2020-07-24 09:32:58,041 - mmaction - INFO - Epoch [22][2560/3757] lr: 9.668e-02, eta: 4 days, 20:53:30, time: 0.753, data_time: 0.002, memory: 5237, top1_acc: 0.1820, top5_acc: 0.3969, loss_cls: 3.9272, loss: 3.9272, grad_norm: 1.8392 2020-07-24 09:33:11,879 - mmaction - INFO - Epoch [22][2580/3757] lr: 9.668e-02, eta: 4 days, 20:53:14, time: 0.692, data_time: 0.002, memory: 5237, top1_acc: 0.2016, top5_acc: 0.4328, loss_cls: 3.8342, loss: 3.8342, grad_norm: 1.8345 2020-07-24 09:33:24,833 - mmaction - INFO - Epoch [22][2600/3757] lr: 9.668e-02, eta: 4 days, 20:52:51, time: 0.647, data_time: 0.002, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4180, loss_cls: 3.8989, loss: 3.8989, grad_norm: 1.9049 2020-07-24 09:33:39,621 - mmaction - INFO - Epoch [22][2620/3757] lr: 9.668e-02, eta: 4 days, 20:52:41, time: 0.739, data_time: 0.002, memory: 5237, top1_acc: 0.1820, top5_acc: 0.3937, loss_cls: 4.0328, loss: 4.0328, grad_norm: 1.9630 2020-07-24 09:33:53,115 - mmaction - INFO - Epoch [22][2640/3757] lr: 9.668e-02, eta: 4 days, 20:52:23, time: 0.676, data_time: 0.002, memory: 5237, top1_acc: 0.1875, top5_acc: 0.4273, loss_cls: 3.8573, loss: 3.8573, grad_norm: 1.8274 2020-07-24 09:34:06,064 - mmaction - INFO - Epoch [22][2660/3757] lr: 9.668e-02, eta: 4 days, 20:52:00, time: 0.647, data_time: 0.001, memory: 5237, top1_acc: 0.1875, top5_acc: 0.4211, loss_cls: 3.9116, loss: 3.9116, grad_norm: 1.8813 2020-07-24 09:34:19,743 - mmaction - INFO - Epoch [22][2680/3757] lr: 9.668e-02, eta: 4 days, 20:51:42, time: 0.683, data_time: 0.002, memory: 5237, top1_acc: 0.2000, top5_acc: 0.4109, loss_cls: 3.9257, loss: 3.9257, grad_norm: 1.9173 2020-07-24 09:34:33,417 - mmaction - INFO - Epoch [22][2700/3757] lr: 9.668e-02, eta: 4 days, 20:51:24, time: 0.683, data_time: 0.003, memory: 5237, top1_acc: 0.1828, top5_acc: 0.4062, loss_cls: 3.9218, loss: 3.9218, grad_norm: 1.9154 2020-07-24 09:34:47,436 - mmaction - INFO - Epoch [22][2720/3757] lr: 9.668e-02, eta: 4 days, 20:51:09, time: 0.702, data_time: 0.002, memory: 5237, top1_acc: 0.1906, top5_acc: 0.3992, loss_cls: 3.9262, loss: 3.9262, grad_norm: 1.8299 2020-07-24 09:35:01,176 - mmaction - INFO - Epoch [22][2740/3757] lr: 9.668e-02, eta: 4 days, 20:50:52, time: 0.687, data_time: 0.002, memory: 5237, top1_acc: 0.1938, top5_acc: 0.4266, loss_cls: 3.8380, loss: 3.8380, grad_norm: 1.8857 2020-07-24 09:35:14,442 - mmaction - INFO - Epoch [22][2760/3757] lr: 9.668e-02, eta: 4 days, 20:50:32, time: 0.664, data_time: 0.002, memory: 5237, top1_acc: 0.1836, top5_acc: 0.4305, loss_cls: 3.9147, loss: 3.9147, grad_norm: 1.9090 2020-07-24 09:35:27,620 - mmaction - INFO - Epoch [22][2780/3757] lr: 9.668e-02, eta: 4 days, 20:50:11, time: 0.659, data_time: 0.001, memory: 5237, top1_acc: 0.1875, top5_acc: 0.3922, loss_cls: 3.9812, loss: 3.9812, grad_norm: 1.9005 2020-07-24 09:35:42,236 - mmaction - INFO - Epoch [22][2800/3757] lr: 9.668e-02, eta: 4 days, 20:50:00, time: 0.730, data_time: 0.001, memory: 5237, top1_acc: 0.1766, top5_acc: 0.3750, loss_cls: 4.0938, loss: 4.0938, grad_norm: 1.9056 2020-07-24 09:35:55,125 - mmaction - INFO - Epoch [22][2820/3757] lr: 9.668e-02, eta: 4 days, 20:49:37, time: 0.646, data_time: 0.002, memory: 5237, top1_acc: 0.1836, top5_acc: 0.4047, loss_cls: 3.9207, loss: 3.9207, grad_norm: 1.8284 2020-07-24 09:36:08,341 - mmaction - INFO - Epoch [22][2840/3757] lr: 9.668e-02, eta: 4 days, 20:49:15, time: 0.660, data_time: 0.001, memory: 5237, top1_acc: 0.1914, top5_acc: 0.4313, loss_cls: 3.8826, loss: 3.8826, grad_norm: 1.9039 2020-07-24 09:36:20,973 - mmaction - INFO - Epoch [22][2860/3757] lr: 9.668e-02, eta: 4 days, 20:48:50, time: 0.631, data_time: 0.002, memory: 5237, top1_acc: 0.1844, top5_acc: 0.3930, loss_cls: 3.9888, loss: 3.9888, grad_norm: 1.8881 2020-07-24 09:36:33,530 - mmaction - INFO - Epoch [22][2880/3757] lr: 9.668e-02, eta: 4 days, 20:48:25, time: 0.628, data_time: 0.002, memory: 5237, top1_acc: 0.1773, top5_acc: 0.4172, loss_cls: 3.9170, loss: 3.9170, grad_norm: 1.8462 2020-07-24 09:36:46,322 - mmaction - INFO - Epoch [22][2900/3757] lr: 9.668e-02, eta: 4 days, 20:48:01, time: 0.640, data_time: 0.003, memory: 5237, top1_acc: 0.1852, top5_acc: 0.4266, loss_cls: 3.9132, loss: 3.9132, grad_norm: 1.8936 2020-07-24 09:36:59,668 - mmaction - INFO - Epoch [22][2920/3757] lr: 9.668e-02, eta: 4 days, 20:47:41, time: 0.667, data_time: 0.002, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4195, loss_cls: 3.8944, loss: 3.8944, grad_norm: 1.9227 2020-07-24 09:37:13,154 - mmaction - INFO - Epoch [22][2940/3757] lr: 9.668e-02, eta: 4 days, 20:47:22, time: 0.674, data_time: 0.002, memory: 5237, top1_acc: 0.2000, top5_acc: 0.3977, loss_cls: 3.9463, loss: 3.9463, grad_norm: 1.8828 2020-07-24 09:37:25,786 - mmaction - INFO - Epoch [22][2960/3757] lr: 9.668e-02, eta: 4 days, 20:46:56, time: 0.631, data_time: 0.002, memory: 5237, top1_acc: 0.1734, top5_acc: 0.4008, loss_cls: 3.9842, loss: 3.9842, grad_norm: 1.8785 2020-07-24 09:37:38,475 - mmaction - INFO - Epoch [22][2980/3757] lr: 9.668e-02, eta: 4 days, 20:46:32, time: 0.634, data_time: 0.002, memory: 5237, top1_acc: 0.1891, top5_acc: 0.4031, loss_cls: 3.9249, loss: 3.9249, grad_norm: 1.8517 2020-07-24 09:37:52,272 - mmaction - INFO - Epoch [22][3000/3757] lr: 9.668e-02, eta: 4 days, 20:46:15, time: 0.690, data_time: 0.002, memory: 5237, top1_acc: 0.1758, top5_acc: 0.3953, loss_cls: 3.9306, loss: 3.9306, grad_norm: 1.8693 2020-07-24 09:38:05,872 - mmaction - INFO - Epoch [22][3020/3757] lr: 9.668e-02, eta: 4 days, 20:45:57, time: 0.681, data_time: 0.002, memory: 5237, top1_acc: 0.1828, top5_acc: 0.4320, loss_cls: 3.8678, loss: 3.8678, grad_norm: 1.8317 2020-07-24 09:38:18,810 - mmaction - INFO - Epoch [22][3040/3757] lr: 9.668e-02, eta: 4 days, 20:45:34, time: 0.646, data_time: 0.001, memory: 5237, top1_acc: 0.2055, top5_acc: 0.4266, loss_cls: 3.8841, loss: 3.8841, grad_norm: 1.8773 2020-07-24 09:38:32,649 - mmaction - INFO - Epoch [22][3060/3757] lr: 9.668e-02, eta: 4 days, 20:45:18, time: 0.692, data_time: 0.001, memory: 5237, top1_acc: 0.1859, top5_acc: 0.4125, loss_cls: 3.9104, loss: 3.9104, grad_norm: 1.8717 2020-07-24 09:38:45,264 - mmaction - INFO - Epoch [22][3080/3757] lr: 9.668e-02, eta: 4 days, 20:44:53, time: 0.631, data_time: 0.002, memory: 5237, top1_acc: 0.1883, top5_acc: 0.4164, loss_cls: 3.8823, loss: 3.8823, grad_norm: 1.8950 2020-07-24 09:38:58,329 - mmaction - INFO - Epoch [22][3100/3757] lr: 9.668e-02, eta: 4 days, 20:44:31, time: 0.654, data_time: 0.002, memory: 5237, top1_acc: 0.1672, top5_acc: 0.3992, loss_cls: 3.9877, loss: 3.9877, grad_norm: 1.9251 2020-07-24 09:39:12,604 - mmaction - INFO - Epoch [22][3120/3757] lr: 9.668e-02, eta: 4 days, 20:44:17, time: 0.713, data_time: 0.001, memory: 5237, top1_acc: 0.1789, top5_acc: 0.4078, loss_cls: 3.9170, loss: 3.9170, grad_norm: 1.8583 2020-07-24 09:39:26,498 - mmaction - INFO - Epoch [22][3140/3757] lr: 9.668e-02, eta: 4 days, 20:44:01, time: 0.694, data_time: 0.002, memory: 5237, top1_acc: 0.1664, top5_acc: 0.4008, loss_cls: 3.9437, loss: 3.9437, grad_norm: 1.9414 2020-07-24 09:39:39,797 - mmaction - INFO - Epoch [22][3160/3757] lr: 9.668e-02, eta: 4 days, 20:43:41, time: 0.665, data_time: 0.002, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4180, loss_cls: 3.9292, loss: 3.9292, grad_norm: 1.9210 2020-07-24 09:39:53,831 - mmaction - INFO - Epoch [22][3180/3757] lr: 9.668e-02, eta: 4 days, 20:43:26, time: 0.701, data_time: 0.001, memory: 5237, top1_acc: 0.1805, top5_acc: 0.4078, loss_cls: 3.9285, loss: 3.9285, grad_norm: 1.8478 2020-07-24 09:40:08,901 - mmaction - INFO - Epoch [22][3200/3757] lr: 9.668e-02, eta: 4 days, 20:43:19, time: 0.754, data_time: 0.003, memory: 5237, top1_acc: 0.2109, top5_acc: 0.4227, loss_cls: 3.8141, loss: 3.8141, grad_norm: 1.8462 2020-07-24 09:40:22,719 - mmaction - INFO - Epoch [22][3220/3757] lr: 9.668e-02, eta: 4 days, 20:43:02, time: 0.690, data_time: 0.002, memory: 5237, top1_acc: 0.1844, top5_acc: 0.4109, loss_cls: 3.9064, loss: 3.9064, grad_norm: 1.9052 2020-07-24 09:40:36,094 - mmaction - INFO - Epoch [22][3240/3757] lr: 9.668e-02, eta: 4 days, 20:42:43, time: 0.669, data_time: 0.002, memory: 5237, top1_acc: 0.1727, top5_acc: 0.3891, loss_cls: 4.0798, loss: 4.0798, grad_norm: 1.9148 2020-07-24 09:40:49,318 - mmaction - INFO - Epoch [22][3260/3757] lr: 9.668e-02, eta: 4 days, 20:42:22, time: 0.661, data_time: 0.002, memory: 5237, top1_acc: 0.1758, top5_acc: 0.4078, loss_cls: 3.9831, loss: 3.9831, grad_norm: 1.8668 2020-07-24 09:41:02,628 - mmaction - INFO - Epoch [22][3280/3757] lr: 9.668e-02, eta: 4 days, 20:42:02, time: 0.666, data_time: 0.002, memory: 5237, top1_acc: 0.1836, top5_acc: 0.4211, loss_cls: 3.8755, loss: 3.8755, grad_norm: 1.8679 2020-07-24 09:41:15,152 - mmaction - INFO - Epoch [22][3300/3757] lr: 9.668e-02, eta: 4 days, 20:41:36, time: 0.627, data_time: 0.002, memory: 5237, top1_acc: 0.1773, top5_acc: 0.4211, loss_cls: 3.9816, loss: 3.9816, grad_norm: 1.9055 2020-07-24 09:41:29,366 - mmaction - INFO - Epoch [22][3320/3757] lr: 9.668e-02, eta: 4 days, 20:41:22, time: 0.710, data_time: 0.002, memory: 5237, top1_acc: 0.2047, top5_acc: 0.4234, loss_cls: 3.8456, loss: 3.8456, grad_norm: 1.8339 2020-07-24 09:41:43,430 - mmaction - INFO - Epoch [22][3340/3757] lr: 9.668e-02, eta: 4 days, 20:41:07, time: 0.704, data_time: 0.002, memory: 5237, top1_acc: 0.1758, top5_acc: 0.3969, loss_cls: 4.0004, loss: 4.0004, grad_norm: 1.8812 2020-07-24 09:41:57,327 - mmaction - INFO - Epoch [22][3360/3757] lr: 9.668e-02, eta: 4 days, 20:40:51, time: 0.695, data_time: 0.001, memory: 5237, top1_acc: 0.1883, top5_acc: 0.4172, loss_cls: 3.8843, loss: 3.8843, grad_norm: 1.8854 2020-07-24 09:42:11,182 - mmaction - INFO - Epoch [22][3380/3757] lr: 9.668e-02, eta: 4 days, 20:40:35, time: 0.692, data_time: 0.002, memory: 5237, top1_acc: 0.1844, top5_acc: 0.4133, loss_cls: 3.9389, loss: 3.9389, grad_norm: 1.9034 2020-07-24 09:42:24,369 - mmaction - INFO - Epoch [22][3400/3757] lr: 9.668e-02, eta: 4 days, 20:40:14, time: 0.659, data_time: 0.002, memory: 5237, top1_acc: 0.1984, top5_acc: 0.4203, loss_cls: 3.8538, loss: 3.8538, grad_norm: 1.8433 2020-07-24 09:42:38,153 - mmaction - INFO - Epoch [22][3420/3757] lr: 9.668e-02, eta: 4 days, 20:39:57, time: 0.689, data_time: 0.002, memory: 5237, top1_acc: 0.1891, top5_acc: 0.4023, loss_cls: 3.9388, loss: 3.9388, grad_norm: 1.9202 2020-07-24 09:42:52,358 - mmaction - INFO - Epoch [22][3440/3757] lr: 9.668e-02, eta: 4 days, 20:39:44, time: 0.710, data_time: 0.003, memory: 5237, top1_acc: 0.1578, top5_acc: 0.3883, loss_cls: 4.0286, loss: 4.0286, grad_norm: 1.9129 2020-07-24 09:43:04,707 - mmaction - INFO - Epoch [22][3460/3757] lr: 9.668e-02, eta: 4 days, 20:39:17, time: 0.618, data_time: 0.002, memory: 5237, top1_acc: 0.2133, top5_acc: 0.4297, loss_cls: 3.8296, loss: 3.8296, grad_norm: 1.8408 2020-07-24 09:43:18,374 - mmaction - INFO - Epoch [22][3480/3757] lr: 9.668e-02, eta: 4 days, 20:38:59, time: 0.683, data_time: 0.002, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4156, loss_cls: 3.8555, loss: 3.8555, grad_norm: 1.8778 2020-07-24 09:43:32,180 - mmaction - INFO - Epoch [22][3500/3757] lr: 9.668e-02, eta: 4 days, 20:38:43, time: 0.691, data_time: 0.002, memory: 5237, top1_acc: 0.2156, top5_acc: 0.4266, loss_cls: 3.8269, loss: 3.8269, grad_norm: 1.8724 2020-07-24 09:43:45,742 - mmaction - INFO - Epoch [22][3520/3757] lr: 9.668e-02, eta: 4 days, 20:38:24, time: 0.677, data_time: 0.002, memory: 5237, top1_acc: 0.1734, top5_acc: 0.4008, loss_cls: 3.9544, loss: 3.9544, grad_norm: 1.8807 2020-07-24 09:43:59,781 - mmaction - INFO - Epoch [22][3540/3757] lr: 9.668e-02, eta: 4 days, 20:38:09, time: 0.703, data_time: 0.003, memory: 5237, top1_acc: 0.1828, top5_acc: 0.4188, loss_cls: 3.9553, loss: 3.9553, grad_norm: 1.9324 2020-07-24 09:44:12,352 - mmaction - INFO - Epoch [22][3560/3757] lr: 9.668e-02, eta: 4 days, 20:37:44, time: 0.628, data_time: 0.001, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4344, loss_cls: 3.8491, loss: 3.8491, grad_norm: 1.9047 2020-07-24 09:44:25,617 - mmaction - INFO - Epoch [22][3580/3757] lr: 9.668e-02, eta: 4 days, 20:37:23, time: 0.662, data_time: 0.002, memory: 5237, top1_acc: 0.1852, top5_acc: 0.4305, loss_cls: 3.8579, loss: 3.8579, grad_norm: 1.9425 2020-07-24 09:44:38,862 - mmaction - INFO - Epoch [22][3600/3757] lr: 9.668e-02, eta: 4 days, 20:37:03, time: 0.663, data_time: 0.002, memory: 5237, top1_acc: 0.1812, top5_acc: 0.4219, loss_cls: 3.9095, loss: 3.9095, grad_norm: 1.9632 2020-07-24 09:44:51,436 - mmaction - INFO - Epoch [22][3620/3757] lr: 9.668e-02, eta: 4 days, 20:36:37, time: 0.629, data_time: 0.002, memory: 5237, top1_acc: 0.1820, top5_acc: 0.4047, loss_cls: 3.9177, loss: 3.9177, grad_norm: 1.9445 2020-07-24 09:45:05,002 - mmaction - INFO - Epoch [22][3640/3757] lr: 9.668e-02, eta: 4 days, 20:36:19, time: 0.678, data_time: 0.002, memory: 5237, top1_acc: 0.1984, top5_acc: 0.4227, loss_cls: 3.8327, loss: 3.8327, grad_norm: 1.8552 2020-07-24 09:45:18,827 - mmaction - INFO - Epoch [22][3660/3757] lr: 9.668e-02, eta: 4 days, 20:36:03, time: 0.691, data_time: 0.003, memory: 5237, top1_acc: 0.1844, top5_acc: 0.4062, loss_cls: 3.9502, loss: 3.9502, grad_norm: 1.9696 2020-07-24 09:45:32,137 - mmaction - INFO - Epoch [22][3680/3757] lr: 9.668e-02, eta: 4 days, 20:35:43, time: 0.666, data_time: 0.003, memory: 5237, top1_acc: 0.1906, top5_acc: 0.4250, loss_cls: 3.9441, loss: 3.9441, grad_norm: 1.8563 2020-07-24 09:45:44,442 - mmaction - INFO - Epoch [22][3700/3757] lr: 9.668e-02, eta: 4 days, 20:35:15, time: 0.616, data_time: 0.002, memory: 5237, top1_acc: 0.2008, top5_acc: 0.4383, loss_cls: 3.7836, loss: 3.7836, grad_norm: 1.8842 2020-07-24 09:45:58,014 - mmaction - INFO - Epoch [22][3720/3757] lr: 9.668e-02, eta: 4 days, 20:34:57, time: 0.678, data_time: 0.001, memory: 5237, top1_acc: 0.1859, top5_acc: 0.3914, loss_cls: 3.9946, loss: 3.9946, grad_norm: 1.9313 2020-07-24 09:46:12,434 - mmaction - INFO - Epoch [22][3740/3757] lr: 9.668e-02, eta: 4 days, 20:34:45, time: 0.722, data_time: 0.003, memory: 5237, top1_acc: 0.1914, top5_acc: 0.4141, loss_cls: 3.9272, loss: 3.9272, grad_norm: 1.8551 2020-07-24 09:49:53,050 - mmaction - INFO - Epoch [23][20/3757] lr: 9.636e-02, eta: 4 days, 20:55:51, time: 10.308, data_time: 9.548, memory: 5237, top1_acc: 0.1898, top5_acc: 0.4227, loss_cls: 3.8890, loss: 3.8890, grad_norm: 1.8859 2020-07-24 09:50:05,945 - mmaction - INFO - Epoch [23][40/3757] lr: 9.636e-02, eta: 4 days, 20:55:28, time: 0.644, data_time: 0.002, memory: 5237, top1_acc: 0.1953, top5_acc: 0.4352, loss_cls: 3.8172, loss: 3.8172, grad_norm: 1.8659 2020-07-24 09:50:19,600 - mmaction - INFO - Epoch [23][60/3757] lr: 9.636e-02, eta: 4 days, 20:55:10, time: 0.682, data_time: 0.002, memory: 5237, top1_acc: 0.2195, top5_acc: 0.4367, loss_cls: 3.8510, loss: 3.8510, grad_norm: 1.9022 2020-07-24 09:50:33,951 - mmaction - INFO - Epoch [23][80/3757] lr: 9.636e-02, eta: 4 days, 20:54:57, time: 0.718, data_time: 0.003, memory: 5237, top1_acc: 0.1867, top5_acc: 0.4023, loss_cls: 3.9983, loss: 3.9983, grad_norm: 1.9820 2020-07-24 09:50:47,153 - mmaction - INFO - Epoch [23][100/3757] lr: 9.636e-02, eta: 4 days, 20:54:35, time: 0.660, data_time: 0.002, memory: 5237, top1_acc: 0.1844, top5_acc: 0.4195, loss_cls: 3.8900, loss: 3.8900, grad_norm: 1.8983 2020-07-24 09:51:00,884 - mmaction - INFO - Epoch [23][120/3757] lr: 9.636e-02, eta: 4 days, 20:54:18, time: 0.687, data_time: 0.002, memory: 5237, top1_acc: 0.2039, top5_acc: 0.4289, loss_cls: 3.8580, loss: 3.8580, grad_norm: 1.9239 2020-07-24 09:51:14,679 - mmaction - INFO - Epoch [23][140/3757] lr: 9.636e-02, eta: 4 days, 20:54:01, time: 0.689, data_time: 0.002, memory: 5237, top1_acc: 0.2031, top5_acc: 0.4250, loss_cls: 3.8453, loss: 3.8453, grad_norm: 1.9149 2020-07-24 09:51:28,473 - mmaction - INFO - Epoch [23][160/3757] lr: 9.636e-02, eta: 4 days, 20:53:44, time: 0.689, data_time: 0.002, memory: 5237, top1_acc: 0.2062, top5_acc: 0.4289, loss_cls: 3.8059, loss: 3.8059, grad_norm: 1.9021 2020-07-24 09:51:41,470 - mmaction - INFO - Epoch [23][180/3757] lr: 9.636e-02, eta: 4 days, 20:53:21, time: 0.650, data_time: 0.003, memory: 5237, top1_acc: 0.1867, top5_acc: 0.4070, loss_cls: 3.9125, loss: 3.9125, grad_norm: 1.9541 2020-07-24 09:51:54,048 - mmaction - INFO - Epoch [23][200/3757] lr: 9.636e-02, eta: 4 days, 20:52:56, time: 0.629, data_time: 0.002, memory: 5237, top1_acc: 0.1938, top5_acc: 0.4250, loss_cls: 3.8908, loss: 3.8908, grad_norm: 1.9384 2020-07-24 09:52:06,510 - mmaction - INFO - Epoch [23][220/3757] lr: 9.636e-02, eta: 4 days, 20:52:29, time: 0.623, data_time: 0.002, memory: 5237, top1_acc: 0.1711, top5_acc: 0.3859, loss_cls: 3.9964, loss: 3.9964, grad_norm: 1.9085 2020-07-24 09:52:19,437 - mmaction - INFO - Epoch [23][240/3757] lr: 9.636e-02, eta: 4 days, 20:52:06, time: 0.646, data_time: 0.002, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4133, loss_cls: 3.9403, loss: 3.9403, grad_norm: 1.8319 2020-07-24 09:52:32,229 - mmaction - INFO - Epoch [23][260/3757] lr: 9.636e-02, eta: 4 days, 20:51:42, time: 0.640, data_time: 0.002, memory: 5237, top1_acc: 0.2070, top5_acc: 0.4289, loss_cls: 3.8198, loss: 3.8198, grad_norm: 1.9150 2020-07-24 09:52:45,146 - mmaction - INFO - Epoch [23][280/3757] lr: 9.636e-02, eta: 4 days, 20:51:19, time: 0.646, data_time: 0.002, memory: 5237, top1_acc: 0.1742, top5_acc: 0.4109, loss_cls: 3.9634, loss: 3.9634, grad_norm: 1.9374 2020-07-24 09:52:58,676 - mmaction - INFO - Epoch [23][300/3757] lr: 9.636e-02, eta: 4 days, 20:51:00, time: 0.676, data_time: 0.001, memory: 5237, top1_acc: 0.2016, top5_acc: 0.4250, loss_cls: 3.9379, loss: 3.9379, grad_norm: 1.8787 2020-07-24 09:53:11,558 - mmaction - INFO - Epoch [23][320/3757] lr: 9.636e-02, eta: 4 days, 20:50:37, time: 0.644, data_time: 0.001, memory: 5237, top1_acc: 0.1914, top5_acc: 0.4125, loss_cls: 3.9276, loss: 3.9276, grad_norm: 1.8633 2020-07-24 09:53:24,644 - mmaction - INFO - Epoch [23][340/3757] lr: 9.636e-02, eta: 4 days, 20:50:14, time: 0.654, data_time: 0.001, memory: 5237, top1_acc: 0.1688, top5_acc: 0.3898, loss_cls: 3.9631, loss: 3.9631, grad_norm: 1.9250 2020-07-24 09:53:37,888 - mmaction - INFO - Epoch [23][360/3757] lr: 9.636e-02, eta: 4 days, 20:49:54, time: 0.662, data_time: 0.002, memory: 5237, top1_acc: 0.1906, top5_acc: 0.4281, loss_cls: 3.8388, loss: 3.8388, grad_norm: 1.8716 2020-07-24 09:53:51,500 - mmaction - INFO - Epoch [23][380/3757] lr: 9.636e-02, eta: 4 days, 20:49:35, time: 0.681, data_time: 0.002, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4172, loss_cls: 3.8990, loss: 3.8990, grad_norm: 1.8883 2020-07-24 09:54:05,674 - mmaction - INFO - Epoch [23][400/3757] lr: 9.636e-02, eta: 4 days, 20:49:21, time: 0.709, data_time: 0.002, memory: 5237, top1_acc: 0.1922, top5_acc: 0.4219, loss_cls: 3.8772, loss: 3.8772, grad_norm: 1.8912 2020-07-24 09:54:19,501 - mmaction - INFO - Epoch [23][420/3757] lr: 9.636e-02, eta: 4 days, 20:49:04, time: 0.690, data_time: 0.002, memory: 5237, top1_acc: 0.2102, top5_acc: 0.4406, loss_cls: 3.8190, loss: 3.8190, grad_norm: 1.9031 2020-07-24 09:54:32,288 - mmaction - INFO - Epoch [23][440/3757] lr: 9.636e-02, eta: 4 days, 20:48:40, time: 0.641, data_time: 0.003, memory: 5237, top1_acc: 0.1914, top5_acc: 0.4070, loss_cls: 3.9460, loss: 3.9460, grad_norm: 1.8587 2020-07-24 09:54:45,127 - mmaction - INFO - Epoch [23][460/3757] lr: 9.636e-02, eta: 4 days, 20:48:17, time: 0.642, data_time: 0.002, memory: 5237, top1_acc: 0.1820, top5_acc: 0.4234, loss_cls: 3.9370, loss: 3.9370, grad_norm: 1.8742 2020-07-24 09:54:57,999 - mmaction - INFO - Epoch [23][480/3757] lr: 9.636e-02, eta: 4 days, 20:47:53, time: 0.643, data_time: 0.002, memory: 5237, top1_acc: 0.1883, top5_acc: 0.4352, loss_cls: 3.9115, loss: 3.9115, grad_norm: 1.9038 2020-07-24 09:55:11,037 - mmaction - INFO - Epoch [23][500/3757] lr: 9.636e-02, eta: 4 days, 20:47:31, time: 0.652, data_time: 0.002, memory: 5237, top1_acc: 0.1875, top5_acc: 0.4180, loss_cls: 3.9136, loss: 3.9136, grad_norm: 1.9151 2020-07-24 09:55:24,255 - mmaction - INFO - Epoch [23][520/3757] lr: 9.636e-02, eta: 4 days, 20:47:10, time: 0.661, data_time: 0.002, memory: 5237, top1_acc: 0.2031, top5_acc: 0.4180, loss_cls: 3.8315, loss: 3.8315, grad_norm: 1.9014 2020-07-24 09:55:39,103 - mmaction - INFO - Epoch [23][540/3757] lr: 9.636e-02, eta: 4 days, 20:47:00, time: 0.741, data_time: 0.002, memory: 5237, top1_acc: 0.1883, top5_acc: 0.4031, loss_cls: 3.9576, loss: 3.9576, grad_norm: 1.9336 2020-07-24 09:55:52,530 - mmaction - INFO - Epoch [23][560/3757] lr: 9.636e-02, eta: 4 days, 20:46:41, time: 0.671, data_time: 0.003, memory: 5237, top1_acc: 0.1914, top5_acc: 0.4039, loss_cls: 3.9587, loss: 3.9587, grad_norm: 1.8891 2020-07-24 09:56:05,912 - mmaction - INFO - Epoch [23][580/3757] lr: 9.636e-02, eta: 4 days, 20:46:21, time: 0.671, data_time: 0.004, memory: 5237, top1_acc: 0.1883, top5_acc: 0.4391, loss_cls: 3.8391, loss: 3.8391, grad_norm: 1.9076 2020-07-24 09:56:19,167 - mmaction - INFO - Epoch [23][600/3757] lr: 9.636e-02, eta: 4 days, 20:46:00, time: 0.663, data_time: 0.002, memory: 5237, top1_acc: 0.1672, top5_acc: 0.4055, loss_cls: 3.9636, loss: 3.9636, grad_norm: 1.9961 2020-07-24 09:56:31,652 - mmaction - INFO - Epoch [23][620/3757] lr: 9.636e-02, eta: 4 days, 20:45:34, time: 0.624, data_time: 0.001, memory: 5237, top1_acc: 0.1953, top5_acc: 0.4320, loss_cls: 3.9379, loss: 3.9379, grad_norm: 1.8956 2020-07-24 09:56:44,747 - mmaction - INFO - Epoch [23][640/3757] lr: 9.636e-02, eta: 4 days, 20:45:12, time: 0.654, data_time: 0.001, memory: 5237, top1_acc: 0.1867, top5_acc: 0.4055, loss_cls: 3.9737, loss: 3.9737, grad_norm: 1.9168 2020-07-24 09:56:57,715 - mmaction - INFO - Epoch [23][660/3757] lr: 9.636e-02, eta: 4 days, 20:44:49, time: 0.648, data_time: 0.003, memory: 5237, top1_acc: 0.2055, top5_acc: 0.4383, loss_cls: 3.8365, loss: 3.8365, grad_norm: 1.8778 2020-07-24 09:57:10,988 - mmaction - INFO - Epoch [23][680/3757] lr: 9.636e-02, eta: 4 days, 20:44:29, time: 0.665, data_time: 0.002, memory: 5237, top1_acc: 0.1977, top5_acc: 0.4266, loss_cls: 3.8249, loss: 3.8249, grad_norm: 1.8641 2020-07-24 09:57:24,320 - mmaction - INFO - Epoch [23][700/3757] lr: 9.636e-02, eta: 4 days, 20:44:09, time: 0.667, data_time: 0.002, memory: 5237, top1_acc: 0.2070, top5_acc: 0.4313, loss_cls: 3.8405, loss: 3.8405, grad_norm: 1.9465 2020-07-24 09:57:36,897 - mmaction - INFO - Epoch [23][720/3757] lr: 9.636e-02, eta: 4 days, 20:43:43, time: 0.629, data_time: 0.002, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4094, loss_cls: 3.8897, loss: 3.8897, grad_norm: 1.9344 2020-07-24 09:57:49,510 - mmaction - INFO - Epoch [23][740/3757] lr: 9.636e-02, eta: 4 days, 20:43:18, time: 0.630, data_time: 0.001, memory: 5237, top1_acc: 0.1906, top5_acc: 0.4109, loss_cls: 3.9074, loss: 3.9074, grad_norm: 1.8482 2020-07-24 09:58:03,855 - mmaction - INFO - Epoch [23][760/3757] lr: 9.636e-02, eta: 4 days, 20:43:05, time: 0.717, data_time: 0.002, memory: 5237, top1_acc: 0.1891, top5_acc: 0.4164, loss_cls: 3.9417, loss: 3.9417, grad_norm: 1.8859 2020-07-24 09:58:16,634 - mmaction - INFO - Epoch [23][780/3757] lr: 9.636e-02, eta: 4 days, 20:42:41, time: 0.639, data_time: 0.002, memory: 5237, top1_acc: 0.1656, top5_acc: 0.3812, loss_cls: 4.0400, loss: 4.0400, grad_norm: 1.8519 2020-07-24 09:58:30,430 - mmaction - INFO - Epoch [23][800/3757] lr: 9.636e-02, eta: 4 days, 20:42:24, time: 0.689, data_time: 0.002, memory: 5237, top1_acc: 0.2039, top5_acc: 0.4234, loss_cls: 3.8991, loss: 3.8991, grad_norm: 1.8245 2020-07-24 09:58:43,912 - mmaction - INFO - Epoch [23][820/3757] lr: 9.636e-02, eta: 4 days, 20:42:05, time: 0.675, data_time: 0.003, memory: 5237, top1_acc: 0.2070, top5_acc: 0.4344, loss_cls: 3.7965, loss: 3.7965, grad_norm: 1.9044 2020-07-24 09:58:56,795 - mmaction - INFO - Epoch [23][840/3757] lr: 9.636e-02, eta: 4 days, 20:41:41, time: 0.644, data_time: 0.001, memory: 5237, top1_acc: 0.1719, top5_acc: 0.4016, loss_cls: 3.9642, loss: 3.9642, grad_norm: 1.9284 2020-07-24 09:59:09,483 - mmaction - INFO - Epoch [23][860/3757] lr: 9.636e-02, eta: 4 days, 20:41:17, time: 0.634, data_time: 0.001, memory: 5237, top1_acc: 0.2008, top5_acc: 0.4188, loss_cls: 3.8707, loss: 3.8707, grad_norm: 1.8888 2020-07-24 09:59:22,299 - mmaction - INFO - Epoch [23][880/3757] lr: 9.636e-02, eta: 4 days, 20:40:53, time: 0.641, data_time: 0.002, memory: 5237, top1_acc: 0.1820, top5_acc: 0.3992, loss_cls: 3.9588, loss: 3.9588, grad_norm: 1.9726 2020-07-24 09:59:34,549 - mmaction - INFO - Epoch [23][900/3757] lr: 9.636e-02, eta: 4 days, 20:40:25, time: 0.613, data_time: 0.001, memory: 5237, top1_acc: 0.2008, top5_acc: 0.3961, loss_cls: 3.9434, loss: 3.9434, grad_norm: 1.9265 2020-07-24 09:59:47,482 - mmaction - INFO - Epoch [23][920/3757] lr: 9.636e-02, eta: 4 days, 20:40:02, time: 0.646, data_time: 0.001, memory: 5237, top1_acc: 0.2133, top5_acc: 0.4305, loss_cls: 3.8739, loss: 3.8739, grad_norm: 1.9595 2020-07-24 10:00:00,834 - mmaction - INFO - Epoch [23][940/3757] lr: 9.636e-02, eta: 4 days, 20:39:42, time: 0.667, data_time: 0.002, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4281, loss_cls: 3.8826, loss: 3.8826, grad_norm: 1.9578 2020-07-24 10:00:20,124 - mmaction - INFO - Epoch [23][960/3757] lr: 9.636e-02, eta: 4 days, 20:40:04, time: 0.963, data_time: 0.002, memory: 5237, top1_acc: 0.1906, top5_acc: 0.3969, loss_cls: 3.9555, loss: 3.9555, grad_norm: 1.9378 2020-07-24 10:00:33,389 - mmaction - INFO - Epoch [23][980/3757] lr: 9.636e-02, eta: 4 days, 20:39:44, time: 0.665, data_time: 0.005, memory: 5237, top1_acc: 0.1859, top5_acc: 0.4219, loss_cls: 3.8847, loss: 3.8847, grad_norm: 1.8420 2020-07-24 10:00:45,688 - mmaction - INFO - Epoch [23][1000/3757] lr: 9.636e-02, eta: 4 days, 20:39:16, time: 0.615, data_time: 0.002, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4164, loss_cls: 3.9780, loss: 3.9780, grad_norm: 1.9144 2020-07-24 10:00:59,908 - mmaction - INFO - Epoch [23][1020/3757] lr: 9.636e-02, eta: 4 days, 20:39:02, time: 0.711, data_time: 0.001, memory: 5237, top1_acc: 0.2000, top5_acc: 0.4125, loss_cls: 3.9012, loss: 3.9012, grad_norm: 1.8711 2020-07-24 10:01:12,707 - mmaction - INFO - Epoch [23][1040/3757] lr: 9.636e-02, eta: 4 days, 20:38:38, time: 0.639, data_time: 0.002, memory: 5237, top1_acc: 0.1836, top5_acc: 0.4195, loss_cls: 3.9737, loss: 3.9737, grad_norm: 1.9188 2020-07-24 10:01:25,314 - mmaction - INFO - Epoch [23][1060/3757] lr: 9.636e-02, eta: 4 days, 20:38:13, time: 0.630, data_time: 0.003, memory: 5237, top1_acc: 0.2000, top5_acc: 0.4172, loss_cls: 3.8370, loss: 3.8370, grad_norm: 1.8772 2020-07-24 10:01:38,338 - mmaction - INFO - Epoch [23][1080/3757] lr: 9.636e-02, eta: 4 days, 20:37:51, time: 0.651, data_time: 0.003, memory: 5237, top1_acc: 0.1859, top5_acc: 0.4023, loss_cls: 3.9498, loss: 3.9498, grad_norm: 1.9201 2020-07-24 10:01:52,057 - mmaction - INFO - Epoch [23][1100/3757] lr: 9.636e-02, eta: 4 days, 20:37:33, time: 0.687, data_time: 0.002, memory: 5237, top1_acc: 0.2008, top5_acc: 0.4266, loss_cls: 3.8623, loss: 3.8623, grad_norm: 1.8908 2020-07-24 10:02:04,394 - mmaction - INFO - Epoch [23][1120/3757] lr: 9.636e-02, eta: 4 days, 20:37:06, time: 0.617, data_time: 0.002, memory: 5237, top1_acc: 0.2125, top5_acc: 0.4297, loss_cls: 3.8586, loss: 3.8586, grad_norm: 1.8955 2020-07-24 10:02:17,156 - mmaction - INFO - Epoch [23][1140/3757] lr: 9.636e-02, eta: 4 days, 20:36:42, time: 0.637, data_time: 0.001, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4031, loss_cls: 3.9664, loss: 3.9664, grad_norm: 1.8824 2020-07-24 10:02:30,441 - mmaction - INFO - Epoch [23][1160/3757] lr: 9.636e-02, eta: 4 days, 20:36:22, time: 0.664, data_time: 0.002, memory: 5237, top1_acc: 0.2008, top5_acc: 0.4258, loss_cls: 3.9111, loss: 3.9111, grad_norm: 1.9019 2020-07-24 10:02:43,982 - mmaction - INFO - Epoch [23][1180/3757] lr: 9.636e-02, eta: 4 days, 20:36:03, time: 0.677, data_time: 0.003, memory: 5237, top1_acc: 0.1609, top5_acc: 0.3898, loss_cls: 4.0301, loss: 4.0301, grad_norm: 1.9323 2020-07-24 10:02:56,582 - mmaction - INFO - Epoch [23][1200/3757] lr: 9.636e-02, eta: 4 days, 20:35:38, time: 0.631, data_time: 0.004, memory: 5237, top1_acc: 0.1703, top5_acc: 0.4055, loss_cls: 3.9477, loss: 3.9477, grad_norm: 1.8795 2020-07-24 10:03:08,762 - mmaction - INFO - Epoch [23][1220/3757] lr: 9.636e-02, eta: 4 days, 20:35:09, time: 0.608, data_time: 0.001, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4391, loss_cls: 3.8803, loss: 3.8803, grad_norm: 1.8713 2020-07-24 10:03:21,104 - mmaction - INFO - Epoch [23][1240/3757] lr: 9.636e-02, eta: 4 days, 20:34:42, time: 0.617, data_time: 0.002, memory: 5237, top1_acc: 0.1852, top5_acc: 0.4172, loss_cls: 3.9585, loss: 3.9585, grad_norm: 1.8887 2020-07-24 10:03:34,491 - mmaction - INFO - Epoch [23][1260/3757] lr: 9.636e-02, eta: 4 days, 20:34:23, time: 0.669, data_time: 0.002, memory: 5237, top1_acc: 0.2203, top5_acc: 0.4586, loss_cls: 3.7221, loss: 3.7221, grad_norm: 1.8547 2020-07-24 10:03:47,408 - mmaction - INFO - Epoch [23][1280/3757] lr: 9.636e-02, eta: 4 days, 20:34:00, time: 0.647, data_time: 0.002, memory: 5237, top1_acc: 0.2023, top5_acc: 0.4367, loss_cls: 3.7867, loss: 3.7867, grad_norm: 1.9352 2020-07-24 10:04:01,691 - mmaction - INFO - Epoch [23][1300/3757] lr: 9.636e-02, eta: 4 days, 20:33:46, time: 0.713, data_time: 0.002, memory: 5237, top1_acc: 0.1906, top5_acc: 0.4109, loss_cls: 3.9392, loss: 3.9392, grad_norm: 1.9417 2020-07-24 10:04:15,623 - mmaction - INFO - Epoch [23][1320/3757] lr: 9.636e-02, eta: 4 days, 20:33:30, time: 0.697, data_time: 0.003, memory: 5237, top1_acc: 0.1844, top5_acc: 0.3945, loss_cls: 3.9914, loss: 3.9914, grad_norm: 1.8885 2020-07-24 10:04:28,545 - mmaction - INFO - Epoch [23][1340/3757] lr: 9.636e-02, eta: 4 days, 20:33:07, time: 0.645, data_time: 0.002, memory: 5237, top1_acc: 0.1953, top5_acc: 0.4180, loss_cls: 3.8472, loss: 3.8472, grad_norm: 1.8676 2020-07-24 10:04:42,457 - mmaction - INFO - Epoch [23][1360/3757] lr: 9.636e-02, eta: 4 days, 20:32:51, time: 0.696, data_time: 0.003, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4141, loss_cls: 3.9459, loss: 3.9459, grad_norm: 1.9029 2020-07-24 10:04:55,007 - mmaction - INFO - Epoch [23][1380/3757] lr: 9.636e-02, eta: 4 days, 20:32:26, time: 0.628, data_time: 0.002, memory: 5237, top1_acc: 0.1836, top5_acc: 0.4117, loss_cls: 3.9502, loss: 3.9502, grad_norm: 1.8777 2020-07-24 10:05:08,082 - mmaction - INFO - Epoch [23][1400/3757] lr: 9.636e-02, eta: 4 days, 20:32:04, time: 0.654, data_time: 0.002, memory: 5237, top1_acc: 0.1875, top5_acc: 0.4062, loss_cls: 3.9167, loss: 3.9167, grad_norm: 1.8563 2020-07-24 10:05:23,129 - mmaction - INFO - Epoch [23][1420/3757] lr: 9.636e-02, eta: 4 days, 20:31:56, time: 0.752, data_time: 0.001, memory: 5237, top1_acc: 0.2117, top5_acc: 0.4352, loss_cls: 3.7843, loss: 3.7843, grad_norm: 1.8969 2020-07-24 10:05:36,295 - mmaction - INFO - Epoch [23][1440/3757] lr: 9.636e-02, eta: 4 days, 20:31:35, time: 0.658, data_time: 0.002, memory: 5237, top1_acc: 0.1844, top5_acc: 0.4148, loss_cls: 3.9802, loss: 3.9802, grad_norm: 1.9618 2020-07-24 10:05:49,036 - mmaction - INFO - Epoch [23][1460/3757] lr: 9.636e-02, eta: 4 days, 20:31:11, time: 0.637, data_time: 0.002, memory: 5237, top1_acc: 0.1758, top5_acc: 0.3914, loss_cls: 4.0615, loss: 4.0615, grad_norm: 1.8523 2020-07-24 10:06:03,301 - mmaction - INFO - Epoch [23][1480/3757] lr: 9.636e-02, eta: 4 days, 20:30:57, time: 0.714, data_time: 0.002, memory: 5237, top1_acc: 0.2039, top5_acc: 0.4281, loss_cls: 3.7922, loss: 3.7922, grad_norm: 1.8249 2020-07-24 10:06:16,256 - mmaction - INFO - Epoch [23][1500/3757] lr: 9.636e-02, eta: 4 days, 20:30:35, time: 0.647, data_time: 0.002, memory: 5237, top1_acc: 0.1906, top5_acc: 0.4102, loss_cls: 3.9330, loss: 3.9330, grad_norm: 1.9182 2020-07-24 10:06:28,672 - mmaction - INFO - Epoch [23][1520/3757] lr: 9.636e-02, eta: 4 days, 20:30:08, time: 0.621, data_time: 0.002, memory: 5237, top1_acc: 0.1781, top5_acc: 0.3930, loss_cls: 4.0236, loss: 4.0236, grad_norm: 1.9358 2020-07-24 10:06:43,245 - mmaction - INFO - Epoch [23][1540/3757] lr: 9.636e-02, eta: 4 days, 20:29:57, time: 0.727, data_time: 0.002, memory: 5237, top1_acc: 0.1875, top5_acc: 0.3953, loss_cls: 4.0081, loss: 4.0081, grad_norm: 1.9407 2020-07-24 10:06:56,158 - mmaction - INFO - Epoch [23][1560/3757] lr: 9.636e-02, eta: 4 days, 20:29:34, time: 0.645, data_time: 0.003, memory: 5237, top1_acc: 0.1789, top5_acc: 0.3977, loss_cls: 3.9704, loss: 3.9704, grad_norm: 1.9395 2020-07-24 10:07:10,250 - mmaction - INFO - Epoch [23][1580/3757] lr: 9.636e-02, eta: 4 days, 20:29:19, time: 0.706, data_time: 0.003, memory: 5237, top1_acc: 0.1844, top5_acc: 0.4172, loss_cls: 3.9429, loss: 3.9429, grad_norm: 1.8957 2020-07-24 10:07:24,668 - mmaction - INFO - Epoch [23][1600/3757] lr: 9.636e-02, eta: 4 days, 20:29:07, time: 0.720, data_time: 0.001, memory: 5237, top1_acc: 0.1758, top5_acc: 0.4172, loss_cls: 3.9200, loss: 3.9200, grad_norm: 1.8655 2020-07-24 10:07:37,523 - mmaction - INFO - Epoch [23][1620/3757] lr: 9.636e-02, eta: 4 days, 20:28:43, time: 0.644, data_time: 0.003, memory: 5237, top1_acc: 0.1789, top5_acc: 0.3828, loss_cls: 3.9946, loss: 3.9946, grad_norm: 1.8679 2020-07-24 10:07:50,398 - mmaction - INFO - Epoch [23][1640/3757] lr: 9.636e-02, eta: 4 days, 20:28:20, time: 0.644, data_time: 0.001, memory: 5237, top1_acc: 0.1695, top5_acc: 0.4273, loss_cls: 3.9301, loss: 3.9301, grad_norm: 1.8662 2020-07-24 10:08:04,755 - mmaction - INFO - Epoch [23][1660/3757] lr: 9.636e-02, eta: 4 days, 20:28:07, time: 0.717, data_time: 0.002, memory: 5237, top1_acc: 0.1758, top5_acc: 0.4133, loss_cls: 3.9270, loss: 3.9270, grad_norm: 1.9182 2020-07-24 10:08:18,388 - mmaction - INFO - Epoch [23][1680/3757] lr: 9.636e-02, eta: 4 days, 20:27:49, time: 0.682, data_time: 0.003, memory: 5237, top1_acc: 0.1734, top5_acc: 0.3914, loss_cls: 4.0044, loss: 4.0044, grad_norm: 1.8956 2020-07-24 10:08:32,462 - mmaction - INFO - Epoch [23][1700/3757] lr: 9.636e-02, eta: 4 days, 20:27:34, time: 0.703, data_time: 0.002, memory: 5237, top1_acc: 0.1828, top5_acc: 0.4117, loss_cls: 3.8870, loss: 3.8870, grad_norm: 1.8590 2020-07-24 10:08:45,931 - mmaction - INFO - Epoch [23][1720/3757] lr: 9.636e-02, eta: 4 days, 20:27:15, time: 0.674, data_time: 0.002, memory: 5237, top1_acc: 0.1828, top5_acc: 0.3906, loss_cls: 3.9689, loss: 3.9689, grad_norm: 1.8619 2020-07-24 10:08:59,555 - mmaction - INFO - Epoch [23][1740/3757] lr: 9.636e-02, eta: 4 days, 20:26:57, time: 0.681, data_time: 0.002, memory: 5237, top1_acc: 0.1828, top5_acc: 0.3922, loss_cls: 3.9813, loss: 3.9813, grad_norm: 1.8724 2020-07-24 10:09:12,140 - mmaction - INFO - Epoch [23][1760/3757] lr: 9.636e-02, eta: 4 days, 20:26:32, time: 0.630, data_time: 0.003, memory: 5237, top1_acc: 0.2102, top5_acc: 0.4367, loss_cls: 3.8482, loss: 3.8482, grad_norm: 1.8203 2020-07-24 10:09:25,667 - mmaction - INFO - Epoch [23][1780/3757] lr: 9.636e-02, eta: 4 days, 20:26:13, time: 0.676, data_time: 0.002, memory: 5237, top1_acc: 0.1836, top5_acc: 0.4203, loss_cls: 3.8770, loss: 3.8770, grad_norm: 1.9361 2020-07-24 10:09:38,608 - mmaction - INFO - Epoch [23][1800/3757] lr: 9.636e-02, eta: 4 days, 20:25:51, time: 0.647, data_time: 0.002, memory: 5237, top1_acc: 0.1781, top5_acc: 0.3977, loss_cls: 3.9487, loss: 3.9487, grad_norm: 1.9191 2020-07-24 10:09:51,148 - mmaction - INFO - Epoch [23][1820/3757] lr: 9.636e-02, eta: 4 days, 20:25:25, time: 0.627, data_time: 0.001, memory: 5237, top1_acc: 0.1703, top5_acc: 0.4094, loss_cls: 3.9835, loss: 3.9835, grad_norm: 1.9397 2020-07-24 10:10:04,387 - mmaction - INFO - Epoch [23][1840/3757] lr: 9.636e-02, eta: 4 days, 20:25:05, time: 0.662, data_time: 0.001, memory: 5237, top1_acc: 0.1867, top5_acc: 0.4148, loss_cls: 3.8745, loss: 3.8745, grad_norm: 1.8642 2020-07-24 10:10:17,651 - mmaction - INFO - Epoch [23][1860/3757] lr: 9.636e-02, eta: 4 days, 20:24:44, time: 0.663, data_time: 0.002, memory: 5237, top1_acc: 0.1852, top5_acc: 0.4305, loss_cls: 3.8869, loss: 3.8869, grad_norm: 1.9356 2020-07-24 10:10:31,431 - mmaction - INFO - Epoch [23][1880/3757] lr: 9.636e-02, eta: 4 days, 20:24:27, time: 0.689, data_time: 0.002, memory: 5237, top1_acc: 0.1859, top5_acc: 0.4320, loss_cls: 3.8510, loss: 3.8510, grad_norm: 1.9556 2020-07-24 10:10:44,283 - mmaction - INFO - Epoch [23][1900/3757] lr: 9.636e-02, eta: 4 days, 20:24:04, time: 0.643, data_time: 0.003, memory: 5237, top1_acc: 0.1961, top5_acc: 0.4359, loss_cls: 3.8865, loss: 3.8865, grad_norm: 1.9518 2020-07-24 10:10:57,606 - mmaction - INFO - Epoch [23][1920/3757] lr: 9.636e-02, eta: 4 days, 20:23:44, time: 0.666, data_time: 0.002, memory: 5237, top1_acc: 0.1875, top5_acc: 0.4031, loss_cls: 3.9666, loss: 3.9666, grad_norm: 1.8804 2020-07-24 10:11:10,298 - mmaction - INFO - Epoch [23][1940/3757] lr: 9.636e-02, eta: 4 days, 20:23:19, time: 0.634, data_time: 0.002, memory: 5237, top1_acc: 0.1844, top5_acc: 0.4023, loss_cls: 3.9259, loss: 3.9259, grad_norm: 1.8749 2020-07-24 10:11:23,530 - mmaction - INFO - Epoch [23][1960/3757] lr: 9.636e-02, eta: 4 days, 20:22:59, time: 0.662, data_time: 0.003, memory: 5237, top1_acc: 0.1906, top5_acc: 0.4016, loss_cls: 3.9072, loss: 3.9072, grad_norm: 1.8878 2020-07-24 10:11:36,699 - mmaction - INFO - Epoch [23][1980/3757] lr: 9.636e-02, eta: 4 days, 20:22:37, time: 0.658, data_time: 0.002, memory: 5237, top1_acc: 0.1945, top5_acc: 0.3992, loss_cls: 3.9823, loss: 3.9823, grad_norm: 1.9311 2020-07-24 10:11:49,305 - mmaction - INFO - Epoch [23][2000/3757] lr: 9.636e-02, eta: 4 days, 20:22:13, time: 0.631, data_time: 0.002, memory: 5237, top1_acc: 0.1883, top5_acc: 0.4336, loss_cls: 3.8876, loss: 3.8876, grad_norm: 1.8789 2020-07-24 10:12:01,908 - mmaction - INFO - Epoch [23][2020/3757] lr: 9.636e-02, eta: 4 days, 20:21:47, time: 0.630, data_time: 0.001, memory: 5237, top1_acc: 0.1883, top5_acc: 0.4180, loss_cls: 3.8677, loss: 3.8677, grad_norm: 1.9611 2020-07-24 10:12:14,508 - mmaction - INFO - Epoch [23][2040/3757] lr: 9.636e-02, eta: 4 days, 20:21:22, time: 0.629, data_time: 0.002, memory: 5237, top1_acc: 0.1891, top5_acc: 0.4086, loss_cls: 3.9105, loss: 3.9105, grad_norm: 1.8942 2020-07-24 10:12:26,906 - mmaction - INFO - Epoch [23][2060/3757] lr: 9.636e-02, eta: 4 days, 20:20:56, time: 0.620, data_time: 0.002, memory: 5237, top1_acc: 0.2086, top5_acc: 0.4055, loss_cls: 3.9120, loss: 3.9120, grad_norm: 1.8519 2020-07-24 10:12:40,347 - mmaction - INFO - Epoch [23][2080/3757] lr: 9.636e-02, eta: 4 days, 20:20:37, time: 0.673, data_time: 0.003, memory: 5237, top1_acc: 0.2078, top5_acc: 0.4195, loss_cls: 3.9024, loss: 3.9024, grad_norm: 1.8893 2020-07-24 10:12:53,399 - mmaction - INFO - Epoch [23][2100/3757] lr: 9.636e-02, eta: 4 days, 20:20:15, time: 0.652, data_time: 0.002, memory: 5237, top1_acc: 0.1773, top5_acc: 0.4219, loss_cls: 3.9106, loss: 3.9106, grad_norm: 1.8691 2020-07-24 10:13:06,902 - mmaction - INFO - Epoch [23][2120/3757] lr: 9.636e-02, eta: 4 days, 20:19:56, time: 0.676, data_time: 0.002, memory: 5237, top1_acc: 0.1703, top5_acc: 0.3977, loss_cls: 3.9174, loss: 3.9174, grad_norm: 1.9092 2020-07-24 10:13:19,296 - mmaction - INFO - Epoch [23][2140/3757] lr: 9.636e-02, eta: 4 days, 20:19:30, time: 0.619, data_time: 0.001, memory: 5237, top1_acc: 0.1766, top5_acc: 0.4125, loss_cls: 3.9186, loss: 3.9186, grad_norm: 1.9272 2020-07-24 10:13:32,081 - mmaction - INFO - Epoch [23][2160/3757] lr: 9.636e-02, eta: 4 days, 20:19:06, time: 0.637, data_time: 0.003, memory: 5237, top1_acc: 0.1797, top5_acc: 0.4102, loss_cls: 3.9272, loss: 3.9272, grad_norm: 1.8854 2020-07-24 10:13:45,948 - mmaction - INFO - Epoch [23][2180/3757] lr: 9.636e-02, eta: 4 days, 20:18:50, time: 0.695, data_time: 0.004, memory: 5237, top1_acc: 0.2023, top5_acc: 0.4258, loss_cls: 3.8869, loss: 3.8869, grad_norm: 1.9013 2020-07-24 10:13:58,542 - mmaction - INFO - Epoch [23][2200/3757] lr: 9.636e-02, eta: 4 days, 20:18:25, time: 0.630, data_time: 0.003, memory: 5237, top1_acc: 0.1883, top5_acc: 0.4016, loss_cls: 3.9197, loss: 3.9197, grad_norm: 1.9209 2020-07-24 10:14:11,438 - mmaction - INFO - Epoch [23][2220/3757] lr: 9.636e-02, eta: 4 days, 20:18:02, time: 0.645, data_time: 0.002, memory: 5237, top1_acc: 0.1781, top5_acc: 0.3828, loss_cls: 3.9952, loss: 3.9952, grad_norm: 1.8403 2020-07-24 10:14:23,781 - mmaction - INFO - Epoch [23][2240/3757] lr: 9.636e-02, eta: 4 days, 20:17:35, time: 0.617, data_time: 0.002, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4391, loss_cls: 3.7937, loss: 3.7937, grad_norm: 1.9393 2020-07-24 10:14:37,412 - mmaction - INFO - Epoch [23][2260/3757] lr: 9.636e-02, eta: 4 days, 20:17:17, time: 0.682, data_time: 0.002, memory: 5237, top1_acc: 0.1773, top5_acc: 0.4008, loss_cls: 3.9582, loss: 3.9582, grad_norm: 1.9684 2020-07-24 10:14:50,074 - mmaction - INFO - Epoch [23][2280/3757] lr: 9.636e-02, eta: 4 days, 20:16:52, time: 0.634, data_time: 0.002, memory: 5237, top1_acc: 0.1695, top5_acc: 0.3984, loss_cls: 3.9949, loss: 3.9949, grad_norm: 1.9061 2020-07-24 10:15:03,015 - mmaction - INFO - Epoch [23][2300/3757] lr: 9.636e-02, eta: 4 days, 20:16:30, time: 0.647, data_time: 0.002, memory: 5237, top1_acc: 0.1797, top5_acc: 0.4094, loss_cls: 3.9717, loss: 3.9717, grad_norm: 1.8949 2020-07-24 10:15:16,183 - mmaction - INFO - Epoch [23][2320/3757] lr: 9.636e-02, eta: 4 days, 20:16:09, time: 0.658, data_time: 0.001, memory: 5237, top1_acc: 0.2008, top5_acc: 0.4117, loss_cls: 3.8633, loss: 3.8633, grad_norm: 1.8808 2020-07-24 10:15:29,864 - mmaction - INFO - Epoch [23][2340/3757] lr: 9.636e-02, eta: 4 days, 20:15:51, time: 0.684, data_time: 0.002, memory: 5237, top1_acc: 0.1852, top5_acc: 0.4281, loss_cls: 3.9152, loss: 3.9152, grad_norm: 1.8876 2020-07-24 10:15:42,650 - mmaction - INFO - Epoch [23][2360/3757] lr: 9.636e-02, eta: 4 days, 20:15:27, time: 0.640, data_time: 0.003, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4133, loss_cls: 3.9660, loss: 3.9660, grad_norm: 1.8885 2020-07-24 10:15:56,132 - mmaction - INFO - Epoch [23][2380/3757] lr: 9.636e-02, eta: 4 days, 20:15:09, time: 0.674, data_time: 0.001, memory: 5237, top1_acc: 0.1914, top5_acc: 0.4125, loss_cls: 3.9034, loss: 3.9034, grad_norm: 1.9067 2020-07-24 10:16:09,077 - mmaction - INFO - Epoch [23][2400/3757] lr: 9.636e-02, eta: 4 days, 20:14:46, time: 0.647, data_time: 0.002, memory: 5237, top1_acc: 0.1984, top5_acc: 0.4086, loss_cls: 3.9007, loss: 3.9007, grad_norm: 1.9030 2020-07-24 10:16:21,889 - mmaction - INFO - Epoch [23][2420/3757] lr: 9.636e-02, eta: 4 days, 20:14:22, time: 0.640, data_time: 0.002, memory: 5237, top1_acc: 0.2008, top5_acc: 0.4367, loss_cls: 3.8271, loss: 3.8271, grad_norm: 1.8521 2020-07-24 10:16:35,425 - mmaction - INFO - Epoch [23][2440/3757] lr: 9.636e-02, eta: 4 days, 20:14:04, time: 0.677, data_time: 0.004, memory: 5237, top1_acc: 0.1883, top5_acc: 0.4180, loss_cls: 3.9720, loss: 3.9720, grad_norm: 1.9450 2020-07-24 10:16:48,981 - mmaction - INFO - Epoch [23][2460/3757] lr: 9.636e-02, eta: 4 days, 20:13:46, time: 0.678, data_time: 0.003, memory: 5237, top1_acc: 0.1922, top5_acc: 0.4039, loss_cls: 3.8753, loss: 3.8753, grad_norm: 1.9351 2020-07-24 10:17:02,018 - mmaction - INFO - Epoch [23][2480/3757] lr: 9.636e-02, eta: 4 days, 20:13:24, time: 0.651, data_time: 0.002, memory: 5237, top1_acc: 0.1828, top5_acc: 0.3820, loss_cls: 4.0358, loss: 4.0358, grad_norm: 1.9239 2020-07-24 10:17:14,799 - mmaction - INFO - Epoch [23][2500/3757] lr: 9.636e-02, eta: 4 days, 20:13:00, time: 0.640, data_time: 0.002, memory: 5237, top1_acc: 0.2062, top5_acc: 0.4336, loss_cls: 3.8161, loss: 3.8161, grad_norm: 1.8866 2020-07-24 10:17:27,776 - mmaction - INFO - Epoch [23][2520/3757] lr: 9.636e-02, eta: 4 days, 20:12:38, time: 0.649, data_time: 0.001, memory: 5237, top1_acc: 0.1828, top5_acc: 0.3969, loss_cls: 3.9564, loss: 3.9564, grad_norm: 1.9108 2020-07-24 10:17:41,019 - mmaction - INFO - Epoch [23][2540/3757] lr: 9.636e-02, eta: 4 days, 20:12:17, time: 0.661, data_time: 0.001, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4367, loss_cls: 3.8541, loss: 3.8541, grad_norm: 1.8902 2020-07-24 10:17:53,569 - mmaction - INFO - Epoch [23][2560/3757] lr: 9.636e-02, eta: 4 days, 20:11:52, time: 0.627, data_time: 0.002, memory: 5237, top1_acc: 0.1953, top5_acc: 0.4133, loss_cls: 3.9354, loss: 3.9354, grad_norm: 1.9235 2020-07-24 10:18:06,297 - mmaction - INFO - Epoch [23][2580/3757] lr: 9.636e-02, eta: 4 days, 20:11:28, time: 0.637, data_time: 0.002, memory: 5237, top1_acc: 0.1836, top5_acc: 0.4062, loss_cls: 3.9630, loss: 3.9630, grad_norm: 1.9035 2020-07-24 10:18:18,681 - mmaction - INFO - Epoch [23][2600/3757] lr: 9.636e-02, eta: 4 days, 20:11:02, time: 0.620, data_time: 0.002, memory: 5237, top1_acc: 0.1797, top5_acc: 0.4094, loss_cls: 3.9451, loss: 3.9451, grad_norm: 1.8767 2020-07-24 10:18:31,620 - mmaction - INFO - Epoch [23][2620/3757] lr: 9.636e-02, eta: 4 days, 20:10:39, time: 0.647, data_time: 0.001, memory: 5237, top1_acc: 0.1938, top5_acc: 0.4469, loss_cls: 3.7894, loss: 3.7894, grad_norm: 1.9118 2020-07-24 10:18:45,918 - mmaction - INFO - Epoch [23][2640/3757] lr: 9.636e-02, eta: 4 days, 20:10:26, time: 0.715, data_time: 0.002, memory: 5237, top1_acc: 0.1742, top5_acc: 0.4039, loss_cls: 3.9559, loss: 3.9559, grad_norm: 1.8819 2020-07-24 10:18:58,839 - mmaction - INFO - Epoch [23][2660/3757] lr: 9.636e-02, eta: 4 days, 20:10:03, time: 0.646, data_time: 0.002, memory: 5237, top1_acc: 0.1922, top5_acc: 0.4203, loss_cls: 3.9002, loss: 3.9002, grad_norm: 1.8755 2020-07-24 10:19:12,575 - mmaction - INFO - Epoch [23][2680/3757] lr: 9.636e-02, eta: 4 days, 20:09:46, time: 0.687, data_time: 0.001, memory: 5237, top1_acc: 0.1906, top5_acc: 0.4164, loss_cls: 3.9147, loss: 3.9147, grad_norm: 1.8471 2020-07-24 10:19:25,873 - mmaction - INFO - Epoch [23][2700/3757] lr: 9.636e-02, eta: 4 days, 20:09:26, time: 0.665, data_time: 0.001, memory: 5237, top1_acc: 0.2055, top5_acc: 0.4258, loss_cls: 3.9014, loss: 3.9014, grad_norm: 1.8856 2020-07-24 10:19:39,976 - mmaction - INFO - Epoch [23][2720/3757] lr: 9.636e-02, eta: 4 days, 20:09:11, time: 0.704, data_time: 0.002, memory: 5237, top1_acc: 0.1938, top5_acc: 0.4305, loss_cls: 3.8545, loss: 3.8545, grad_norm: 1.8734 2020-07-24 10:19:53,098 - mmaction - INFO - Epoch [23][2740/3757] lr: 9.636e-02, eta: 4 days, 20:08:50, time: 0.656, data_time: 0.002, memory: 5237, top1_acc: 0.1805, top5_acc: 0.4109, loss_cls: 3.9031, loss: 3.9031, grad_norm: 1.9059 2020-07-24 10:20:05,995 - mmaction - INFO - Epoch [23][2760/3757] lr: 9.636e-02, eta: 4 days, 20:08:27, time: 0.645, data_time: 0.002, memory: 5237, top1_acc: 0.1906, top5_acc: 0.4180, loss_cls: 3.8586, loss: 3.8586, grad_norm: 1.9480 2020-07-24 10:20:19,068 - mmaction - INFO - Epoch [23][2780/3757] lr: 9.636e-02, eta: 4 days, 20:08:06, time: 0.654, data_time: 0.002, memory: 5237, top1_acc: 0.1938, top5_acc: 0.4297, loss_cls: 3.8288, loss: 3.8288, grad_norm: 1.8839 2020-07-24 10:20:31,712 - mmaction - INFO - Epoch [23][2800/3757] lr: 9.636e-02, eta: 4 days, 20:07:41, time: 0.631, data_time: 0.002, memory: 5237, top1_acc: 0.1953, top5_acc: 0.4352, loss_cls: 3.8682, loss: 3.8682, grad_norm: 1.9094 2020-07-24 10:20:44,288 - mmaction - INFO - Epoch [23][2820/3757] lr: 9.636e-02, eta: 4 days, 20:07:16, time: 0.629, data_time: 0.002, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4219, loss_cls: 3.8919, loss: 3.8919, grad_norm: 1.9160 2020-07-24 10:20:58,096 - mmaction - INFO - Epoch [23][2840/3757] lr: 9.636e-02, eta: 4 days, 20:07:00, time: 0.691, data_time: 0.002, memory: 5237, top1_acc: 0.1703, top5_acc: 0.4008, loss_cls: 4.0101, loss: 4.0101, grad_norm: 1.9221 2020-07-24 10:21:10,917 - mmaction - INFO - Epoch [23][2860/3757] lr: 9.636e-02, eta: 4 days, 20:06:36, time: 0.641, data_time: 0.001, memory: 5237, top1_acc: 0.1906, top5_acc: 0.4258, loss_cls: 3.8557, loss: 3.8557, grad_norm: 1.8494 2020-07-24 10:21:24,043 - mmaction - INFO - Epoch [23][2880/3757] lr: 9.636e-02, eta: 4 days, 20:06:15, time: 0.656, data_time: 0.002, memory: 5237, top1_acc: 0.1773, top5_acc: 0.4125, loss_cls: 3.8953, loss: 3.8953, grad_norm: 1.9668 2020-07-24 10:21:36,608 - mmaction - INFO - Epoch [23][2900/3757] lr: 9.636e-02, eta: 4 days, 20:05:50, time: 0.628, data_time: 0.002, memory: 5237, top1_acc: 0.1828, top5_acc: 0.4039, loss_cls: 3.9380, loss: 3.9380, grad_norm: 1.9476 2020-07-24 10:21:50,038 - mmaction - INFO - Epoch [23][2920/3757] lr: 9.636e-02, eta: 4 days, 20:05:31, time: 0.672, data_time: 0.002, memory: 5237, top1_acc: 0.1781, top5_acc: 0.4195, loss_cls: 3.9314, loss: 3.9314, grad_norm: 1.8418 2020-07-24 10:22:03,760 - mmaction - INFO - Epoch [23][2940/3757] lr: 9.636e-02, eta: 4 days, 20:05:14, time: 0.686, data_time: 0.002, memory: 5237, top1_acc: 0.1992, top5_acc: 0.4211, loss_cls: 3.8908, loss: 3.8908, grad_norm: 1.8806 2020-07-24 10:22:17,003 - mmaction - INFO - Epoch [23][2960/3757] lr: 9.636e-02, eta: 4 days, 20:04:53, time: 0.663, data_time: 0.002, memory: 5237, top1_acc: 0.1938, top5_acc: 0.4250, loss_cls: 3.9127, loss: 3.9127, grad_norm: 1.8979 2020-07-24 10:22:29,544 - mmaction - INFO - Epoch [23][2980/3757] lr: 9.636e-02, eta: 4 days, 20:04:28, time: 0.627, data_time: 0.001, memory: 5237, top1_acc: 0.1875, top5_acc: 0.3937, loss_cls: 3.9307, loss: 3.9307, grad_norm: 1.8774 2020-07-24 10:22:41,967 - mmaction - INFO - Epoch [23][3000/3757] lr: 9.636e-02, eta: 4 days, 20:04:02, time: 0.621, data_time: 0.002, memory: 5237, top1_acc: 0.1852, top5_acc: 0.3984, loss_cls: 3.8956, loss: 3.8956, grad_norm: 1.8767 2020-07-24 10:22:55,728 - mmaction - INFO - Epoch [23][3020/3757] lr: 9.636e-02, eta: 4 days, 20:03:45, time: 0.688, data_time: 0.002, memory: 5237, top1_acc: 0.1828, top5_acc: 0.4016, loss_cls: 3.9124, loss: 3.9124, grad_norm: 1.8921 2020-07-24 10:23:08,376 - mmaction - INFO - Epoch [23][3040/3757] lr: 9.636e-02, eta: 4 days, 20:03:20, time: 0.632, data_time: 0.002, memory: 5237, top1_acc: 0.1961, top5_acc: 0.4227, loss_cls: 3.8733, loss: 3.8733, grad_norm: 1.9311 2020-07-24 10:23:21,272 - mmaction - INFO - Epoch [23][3060/3757] lr: 9.636e-02, eta: 4 days, 20:02:58, time: 0.645, data_time: 0.002, memory: 5237, top1_acc: 0.1891, top5_acc: 0.4180, loss_cls: 3.9097, loss: 3.9097, grad_norm: 1.9932 2020-07-24 10:23:35,814 - mmaction - INFO - Epoch [23][3080/3757] lr: 9.636e-02, eta: 4 days, 20:02:46, time: 0.728, data_time: 0.002, memory: 5237, top1_acc: 0.2039, top5_acc: 0.4258, loss_cls: 3.8831, loss: 3.8831, grad_norm: 1.8744 2020-07-24 10:23:48,266 - mmaction - INFO - Epoch [23][3100/3757] lr: 9.636e-02, eta: 4 days, 20:02:21, time: 0.623, data_time: 0.001, memory: 5237, top1_acc: 0.2125, top5_acc: 0.4375, loss_cls: 3.8553, loss: 3.8553, grad_norm: 1.8463 2020-07-24 10:24:01,752 - mmaction - INFO - Epoch [23][3120/3757] lr: 9.636e-02, eta: 4 days, 20:02:02, time: 0.674, data_time: 0.001, memory: 5237, top1_acc: 0.1742, top5_acc: 0.4000, loss_cls: 3.9438, loss: 3.9438, grad_norm: 1.8742 2020-07-24 10:24:15,443 - mmaction - INFO - Epoch [23][3140/3757] lr: 9.636e-02, eta: 4 days, 20:01:44, time: 0.685, data_time: 0.002, memory: 5237, top1_acc: 0.1898, top5_acc: 0.4148, loss_cls: 3.8981, loss: 3.8981, grad_norm: 1.8771 2020-07-24 10:24:28,558 - mmaction - INFO - Epoch [23][3160/3757] lr: 9.636e-02, eta: 4 days, 20:01:23, time: 0.656, data_time: 0.001, memory: 5237, top1_acc: 0.1695, top5_acc: 0.3992, loss_cls: 3.9690, loss: 3.9690, grad_norm: 1.8930 2020-07-24 10:24:41,109 - mmaction - INFO - Epoch [23][3180/3757] lr: 9.636e-02, eta: 4 days, 20:00:58, time: 0.626, data_time: 0.001, memory: 5237, top1_acc: 0.2055, top5_acc: 0.4313, loss_cls: 3.8677, loss: 3.8677, grad_norm: 1.8572 2020-07-24 10:24:54,393 - mmaction - INFO - Epoch [23][3200/3757] lr: 9.636e-02, eta: 4 days, 20:00:38, time: 0.665, data_time: 0.003, memory: 5237, top1_acc: 0.1828, top5_acc: 0.3875, loss_cls: 3.9983, loss: 3.9983, grad_norm: 1.8785 2020-07-24 10:25:07,532 - mmaction - INFO - Epoch [23][3220/3757] lr: 9.636e-02, eta: 4 days, 20:00:17, time: 0.657, data_time: 0.002, memory: 5237, top1_acc: 0.1750, top5_acc: 0.4188, loss_cls: 3.9076, loss: 3.9076, grad_norm: 1.8984 2020-07-24 10:25:20,689 - mmaction - INFO - Epoch [23][3240/3757] lr: 9.636e-02, eta: 4 days, 19:59:56, time: 0.657, data_time: 0.002, memory: 5237, top1_acc: 0.1750, top5_acc: 0.4164, loss_cls: 3.9000, loss: 3.9000, grad_norm: 1.9223 2020-07-24 10:25:33,308 - mmaction - INFO - Epoch [23][3260/3757] lr: 9.636e-02, eta: 4 days, 19:59:31, time: 0.632, data_time: 0.002, memory: 5237, top1_acc: 0.1859, top5_acc: 0.4188, loss_cls: 3.9135, loss: 3.9135, grad_norm: 1.9518 2020-07-24 10:25:45,984 - mmaction - INFO - Epoch [23][3280/3757] lr: 9.636e-02, eta: 4 days, 19:59:07, time: 0.633, data_time: 0.001, memory: 5237, top1_acc: 0.1773, top5_acc: 0.4008, loss_cls: 3.9302, loss: 3.9302, grad_norm: 1.8799 2020-07-24 10:25:59,649 - mmaction - INFO - Epoch [23][3300/3757] lr: 9.636e-02, eta: 4 days, 19:58:50, time: 0.684, data_time: 0.003, memory: 5237, top1_acc: 0.1938, top5_acc: 0.4062, loss_cls: 3.9610, loss: 3.9610, grad_norm: 1.8519 2020-07-24 10:26:13,104 - mmaction - INFO - Epoch [23][3320/3757] lr: 9.636e-02, eta: 4 days, 19:58:30, time: 0.671, data_time: 0.001, memory: 5237, top1_acc: 0.1648, top5_acc: 0.3969, loss_cls: 3.9738, loss: 3.9738, grad_norm: 1.8616 2020-07-24 10:26:26,873 - mmaction - INFO - Epoch [23][3340/3757] lr: 9.636e-02, eta: 4 days, 19:58:14, time: 0.690, data_time: 0.003, memory: 5237, top1_acc: 0.2094, top5_acc: 0.4188, loss_cls: 3.8564, loss: 3.8564, grad_norm: 1.9279 2020-07-24 10:26:39,525 - mmaction - INFO - Epoch [23][3360/3757] lr: 9.636e-02, eta: 4 days, 19:57:50, time: 0.633, data_time: 0.002, memory: 5237, top1_acc: 0.1867, top5_acc: 0.4039, loss_cls: 3.8936, loss: 3.8936, grad_norm: 1.9172 2020-07-24 10:26:53,309 - mmaction - INFO - Epoch [23][3380/3757] lr: 9.636e-02, eta: 4 days, 19:57:33, time: 0.690, data_time: 0.002, memory: 5237, top1_acc: 0.2055, top5_acc: 0.4383, loss_cls: 3.8571, loss: 3.8571, grad_norm: 1.9011 2020-07-24 10:27:05,902 - mmaction - INFO - Epoch [23][3400/3757] lr: 9.636e-02, eta: 4 days, 19:57:08, time: 0.629, data_time: 0.001, memory: 5237, top1_acc: 0.2031, top5_acc: 0.4094, loss_cls: 3.8920, loss: 3.8920, grad_norm: 1.9603 2020-07-24 10:27:19,513 - mmaction - INFO - Epoch [23][3420/3757] lr: 9.636e-02, eta: 4 days, 19:56:50, time: 0.681, data_time: 0.002, memory: 5237, top1_acc: 0.2062, top5_acc: 0.4125, loss_cls: 3.8744, loss: 3.8744, grad_norm: 1.8915 2020-07-24 10:27:33,659 - mmaction - INFO - Epoch [23][3440/3757] lr: 9.636e-02, eta: 4 days, 19:56:36, time: 0.708, data_time: 0.002, memory: 5237, top1_acc: 0.2156, top5_acc: 0.4555, loss_cls: 3.7707, loss: 3.7707, grad_norm: 1.9458 2020-07-24 10:27:45,995 - mmaction - INFO - Epoch [23][3460/3757] lr: 9.636e-02, eta: 4 days, 19:56:10, time: 0.617, data_time: 0.002, memory: 5237, top1_acc: 0.1922, top5_acc: 0.4273, loss_cls: 3.9118, loss: 3.9118, grad_norm: 1.9756 2020-07-24 10:27:58,934 - mmaction - INFO - Epoch [23][3480/3757] lr: 9.636e-02, eta: 4 days, 19:55:47, time: 0.646, data_time: 0.001, memory: 5237, top1_acc: 0.1766, top5_acc: 0.3984, loss_cls: 3.9741, loss: 3.9741, grad_norm: 1.8852 2020-07-24 10:28:11,501 - mmaction - INFO - Epoch [23][3500/3757] lr: 9.636e-02, eta: 4 days, 19:55:22, time: 0.629, data_time: 0.002, memory: 5237, top1_acc: 0.1758, top5_acc: 0.4133, loss_cls: 3.9603, loss: 3.9603, grad_norm: 1.8997 2020-07-24 10:28:24,312 - mmaction - INFO - Epoch [23][3520/3757] lr: 9.636e-02, eta: 4 days, 19:54:59, time: 0.640, data_time: 0.002, memory: 5237, top1_acc: 0.1812, top5_acc: 0.4133, loss_cls: 3.8786, loss: 3.8786, grad_norm: 1.8939 2020-07-24 10:28:38,878 - mmaction - INFO - Epoch [23][3540/3757] lr: 9.636e-02, eta: 4 days, 19:54:48, time: 0.728, data_time: 0.002, memory: 5237, top1_acc: 0.1828, top5_acc: 0.4195, loss_cls: 3.9131, loss: 3.9131, grad_norm: 1.8884 2020-07-24 10:28:52,900 - mmaction - INFO - Epoch [23][3560/3757] lr: 9.636e-02, eta: 4 days, 19:54:33, time: 0.702, data_time: 0.002, memory: 5237, top1_acc: 0.1938, top5_acc: 0.4180, loss_cls: 3.8682, loss: 3.8682, grad_norm: 1.9252 2020-07-24 10:29:08,297 - mmaction - INFO - Epoch [23][3580/3757] lr: 9.636e-02, eta: 4 days, 19:54:27, time: 0.769, data_time: 0.001, memory: 5237, top1_acc: 0.1852, top5_acc: 0.3937, loss_cls: 3.9604, loss: 3.9604, grad_norm: 1.9588 2020-07-24 10:29:22,971 - mmaction - INFO - Epoch [23][3600/3757] lr: 9.636e-02, eta: 4 days, 19:54:17, time: 0.734, data_time: 0.002, memory: 5237, top1_acc: 0.1883, top5_acc: 0.3984, loss_cls: 3.9471, loss: 3.9471, grad_norm: 1.8427 2020-07-24 10:29:37,181 - mmaction - INFO - Epoch [23][3620/3757] lr: 9.636e-02, eta: 4 days, 19:54:03, time: 0.710, data_time: 0.002, memory: 5237, top1_acc: 0.1852, top5_acc: 0.4250, loss_cls: 3.9201, loss: 3.9201, grad_norm: 1.8467 2020-07-24 10:29:50,341 - mmaction - INFO - Epoch [23][3640/3757] lr: 9.636e-02, eta: 4 days, 19:53:42, time: 0.658, data_time: 0.001, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4117, loss_cls: 3.9676, loss: 3.9676, grad_norm: 1.8898 2020-07-24 10:30:02,850 - mmaction - INFO - Epoch [23][3660/3757] lr: 9.636e-02, eta: 4 days, 19:53:17, time: 0.625, data_time: 0.001, memory: 5237, top1_acc: 0.1852, top5_acc: 0.4172, loss_cls: 3.9127, loss: 3.9127, grad_norm: 1.8956 2020-07-24 10:30:15,672 - mmaction - INFO - Epoch [23][3680/3757] lr: 9.636e-02, eta: 4 days, 19:52:54, time: 0.641, data_time: 0.002, memory: 5237, top1_acc: 0.1844, top5_acc: 0.4125, loss_cls: 3.8934, loss: 3.8934, grad_norm: 1.9223 2020-07-24 10:30:30,708 - mmaction - INFO - Epoch [23][3700/3757] lr: 9.636e-02, eta: 4 days, 19:52:46, time: 0.752, data_time: 0.002, memory: 5237, top1_acc: 0.1797, top5_acc: 0.3891, loss_cls: 3.9530, loss: 3.9530, grad_norm: 1.9559 2020-07-24 10:30:44,500 - mmaction - INFO - Epoch [23][3720/3757] lr: 9.636e-02, eta: 4 days, 19:52:29, time: 0.690, data_time: 0.002, memory: 5237, top1_acc: 0.1852, top5_acc: 0.4070, loss_cls: 3.9464, loss: 3.9464, grad_norm: 1.8978 2020-07-24 10:30:57,439 - mmaction - INFO - Epoch [23][3740/3757] lr: 9.636e-02, eta: 4 days, 19:52:07, time: 0.647, data_time: 0.001, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4305, loss_cls: 3.8558, loss: 3.8558, grad_norm: 1.8669 2020-07-24 10:34:53,289 - mmaction - INFO - Epoch [24][20/3757] lr: 9.603e-02, eta: 4 days, 20:13:27, time: 10.877, data_time: 10.119, memory: 5237, top1_acc: 0.1852, top5_acc: 0.4117, loss_cls: 3.9475, loss: 3.9475, grad_norm: 1.8989 2020-07-24 10:35:07,017 - mmaction - INFO - Epoch [24][40/3757] lr: 9.603e-02, eta: 4 days, 20:13:09, time: 0.686, data_time: 0.001, memory: 5237, top1_acc: 0.1844, top5_acc: 0.4344, loss_cls: 3.8715, loss: 3.8715, grad_norm: 1.8679 2020-07-24 10:35:19,713 - mmaction - INFO - Epoch [24][60/3757] lr: 9.603e-02, eta: 4 days, 20:12:45, time: 0.635, data_time: 0.002, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4195, loss_cls: 3.8549, loss: 3.8549, grad_norm: 1.8729 2020-07-24 10:35:31,857 - mmaction - INFO - Epoch [24][80/3757] lr: 9.603e-02, eta: 4 days, 20:12:17, time: 0.608, data_time: 0.002, memory: 5237, top1_acc: 0.1734, top5_acc: 0.3945, loss_cls: 3.9977, loss: 3.9977, grad_norm: 1.9513 2020-07-24 10:35:44,193 - mmaction - INFO - Epoch [24][100/3757] lr: 9.603e-02, eta: 4 days, 20:11:50, time: 0.617, data_time: 0.001, memory: 5237, top1_acc: 0.2125, top5_acc: 0.4422, loss_cls: 3.7732, loss: 3.7732, grad_norm: 1.8884 2020-07-24 10:35:57,038 - mmaction - INFO - Epoch [24][120/3757] lr: 9.603e-02, eta: 4 days, 20:11:27, time: 0.641, data_time: 0.001, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4086, loss_cls: 3.9297, loss: 3.9297, grad_norm: 1.9928 2020-07-24 10:36:09,655 - mmaction - INFO - Epoch [24][140/3757] lr: 9.603e-02, eta: 4 days, 20:11:02, time: 0.631, data_time: 0.003, memory: 5237, top1_acc: 0.1852, top5_acc: 0.4164, loss_cls: 3.9061, loss: 3.9061, grad_norm: 1.8748 2020-07-24 10:36:22,712 - mmaction - INFO - Epoch [24][160/3757] lr: 9.603e-02, eta: 4 days, 20:10:40, time: 0.653, data_time: 0.002, memory: 5237, top1_acc: 0.1938, top5_acc: 0.4195, loss_cls: 3.8525, loss: 3.8525, grad_norm: 1.9065 2020-07-24 10:36:35,437 - mmaction - INFO - Epoch [24][180/3757] lr: 9.603e-02, eta: 4 days, 20:10:16, time: 0.637, data_time: 0.002, memory: 5237, top1_acc: 0.1805, top5_acc: 0.4102, loss_cls: 3.9060, loss: 3.9060, grad_norm: 1.9201 2020-07-24 10:36:48,672 - mmaction - INFO - Epoch [24][200/3757] lr: 9.603e-02, eta: 4 days, 20:09:55, time: 0.662, data_time: 0.002, memory: 5237, top1_acc: 0.1906, top5_acc: 0.4398, loss_cls: 3.8515, loss: 3.8515, grad_norm: 1.9213 2020-07-24 10:37:01,168 - mmaction - INFO - Epoch [24][220/3757] lr: 9.603e-02, eta: 4 days, 20:09:29, time: 0.624, data_time: 0.001, memory: 5237, top1_acc: 0.1734, top5_acc: 0.4125, loss_cls: 3.9289, loss: 3.9289, grad_norm: 1.9249 2020-07-24 10:37:13,529 - mmaction - INFO - Epoch [24][240/3757] lr: 9.603e-02, eta: 4 days, 20:09:03, time: 0.618, data_time: 0.001, memory: 5237, top1_acc: 0.1773, top5_acc: 0.3984, loss_cls: 3.9902, loss: 3.9902, grad_norm: 1.9254 2020-07-24 10:37:26,605 - mmaction - INFO - Epoch [24][260/3757] lr: 9.603e-02, eta: 4 days, 20:08:41, time: 0.653, data_time: 0.002, memory: 5237, top1_acc: 0.1711, top5_acc: 0.3914, loss_cls: 4.0301, loss: 4.0301, grad_norm: 1.8686 2020-07-24 10:37:40,249 - mmaction - INFO - Epoch [24][280/3757] lr: 9.603e-02, eta: 4 days, 20:08:23, time: 0.682, data_time: 0.003, memory: 5237, top1_acc: 0.1797, top5_acc: 0.3922, loss_cls: 3.9922, loss: 3.9922, grad_norm: 1.8446 2020-07-24 10:37:53,022 - mmaction - INFO - Epoch [24][300/3757] lr: 9.603e-02, eta: 4 days, 20:07:59, time: 0.639, data_time: 0.002, memory: 5237, top1_acc: 0.1797, top5_acc: 0.4008, loss_cls: 3.9846, loss: 3.9846, grad_norm: 1.9323 2020-07-24 10:38:05,626 - mmaction - INFO - Epoch [24][320/3757] lr: 9.603e-02, eta: 4 days, 20:07:35, time: 0.630, data_time: 0.002, memory: 5237, top1_acc: 0.2047, top5_acc: 0.4328, loss_cls: 3.7791, loss: 3.7791, grad_norm: 1.8518 2020-07-24 10:38:19,675 - mmaction - INFO - Epoch [24][340/3757] lr: 9.603e-02, eta: 4 days, 20:07:20, time: 0.703, data_time: 0.001, memory: 5237, top1_acc: 0.1867, top5_acc: 0.4164, loss_cls: 3.9219, loss: 3.9219, grad_norm: 1.9345 2020-07-24 10:38:33,195 - mmaction - INFO - Epoch [24][360/3757] lr: 9.603e-02, eta: 4 days, 20:07:01, time: 0.675, data_time: 0.001, memory: 5237, top1_acc: 0.1680, top5_acc: 0.4094, loss_cls: 3.8932, loss: 3.8932, grad_norm: 1.9225 2020-07-24 10:38:45,570 - mmaction - INFO - Epoch [24][380/3757] lr: 9.603e-02, eta: 4 days, 20:06:34, time: 0.620, data_time: 0.002, memory: 5237, top1_acc: 0.2164, top5_acc: 0.4594, loss_cls: 3.7209, loss: 3.7209, grad_norm: 1.8949 2020-07-24 10:38:58,015 - mmaction - INFO - Epoch [24][400/3757] lr: 9.603e-02, eta: 4 days, 20:06:08, time: 0.622, data_time: 0.002, memory: 5237, top1_acc: 0.1750, top5_acc: 0.4242, loss_cls: 3.9278, loss: 3.9278, grad_norm: 1.9719 2020-07-24 10:39:10,627 - mmaction - INFO - Epoch [24][420/3757] lr: 9.603e-02, eta: 4 days, 20:05:43, time: 0.630, data_time: 0.002, memory: 5237, top1_acc: 0.1828, top5_acc: 0.4117, loss_cls: 3.9035, loss: 3.9035, grad_norm: 1.9610 2020-07-24 10:39:24,070 - mmaction - INFO - Epoch [24][440/3757] lr: 9.603e-02, eta: 4 days, 20:05:24, time: 0.672, data_time: 0.002, memory: 5237, top1_acc: 0.1961, top5_acc: 0.4305, loss_cls: 3.8502, loss: 3.8502, grad_norm: 1.8303 2020-07-24 10:39:36,409 - mmaction - INFO - Epoch [24][460/3757] lr: 9.603e-02, eta: 4 days, 20:04:58, time: 0.618, data_time: 0.003, memory: 5237, top1_acc: 0.1992, top5_acc: 0.4070, loss_cls: 3.9090, loss: 3.9090, grad_norm: 1.9373 2020-07-24 10:39:50,313 - mmaction - INFO - Epoch [24][480/3757] lr: 9.603e-02, eta: 4 days, 20:04:42, time: 0.695, data_time: 0.001, memory: 5237, top1_acc: 0.1898, top5_acc: 0.4141, loss_cls: 3.9037, loss: 3.9037, grad_norm: 1.9142 2020-07-24 10:40:02,829 - mmaction - INFO - Epoch [24][500/3757] lr: 9.603e-02, eta: 4 days, 20:04:16, time: 0.626, data_time: 0.001, memory: 5237, top1_acc: 0.1953, top5_acc: 0.4297, loss_cls: 3.8704, loss: 3.8704, grad_norm: 1.9453 2020-07-24 10:40:16,215 - mmaction - INFO - Epoch [24][520/3757] lr: 9.603e-02, eta: 4 days, 20:03:56, time: 0.669, data_time: 0.001, memory: 5237, top1_acc: 0.2094, top5_acc: 0.4102, loss_cls: 3.8629, loss: 3.8629, grad_norm: 1.8677 2020-07-24 10:40:29,011 - mmaction - INFO - Epoch [24][540/3757] lr: 9.603e-02, eta: 4 days, 20:03:33, time: 0.640, data_time: 0.002, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4367, loss_cls: 3.8068, loss: 3.8068, grad_norm: 1.9855 2020-07-24 10:40:42,030 - mmaction - INFO - Epoch [24][560/3757] lr: 9.603e-02, eta: 4 days, 20:03:11, time: 0.651, data_time: 0.001, memory: 5237, top1_acc: 0.1758, top5_acc: 0.4195, loss_cls: 3.9226, loss: 3.9226, grad_norm: 1.9345 2020-07-24 10:40:55,009 - mmaction - INFO - Epoch [24][580/3757] lr: 9.603e-02, eta: 4 days, 20:02:48, time: 0.648, data_time: 0.001, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4070, loss_cls: 3.9134, loss: 3.9134, grad_norm: 1.8819 2020-07-24 10:41:08,000 - mmaction - INFO - Epoch [24][600/3757] lr: 9.603e-02, eta: 4 days, 20:02:26, time: 0.651, data_time: 0.003, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4125, loss_cls: 3.8616, loss: 3.8616, grad_norm: 1.8605 2020-07-24 10:41:21,171 - mmaction - INFO - Epoch [24][620/3757] lr: 9.603e-02, eta: 4 days, 20:02:05, time: 0.659, data_time: 0.001, memory: 5237, top1_acc: 0.1875, top5_acc: 0.4180, loss_cls: 3.9231, loss: 3.9231, grad_norm: 1.8954 2020-07-24 10:41:34,890 - mmaction - INFO - Epoch [24][640/3757] lr: 9.603e-02, eta: 4 days, 20:01:48, time: 0.686, data_time: 0.001, memory: 5237, top1_acc: 0.1828, top5_acc: 0.4094, loss_cls: 3.9395, loss: 3.9395, grad_norm: 1.9337 2020-07-24 10:41:49,124 - mmaction - INFO - Epoch [24][660/3757] lr: 9.603e-02, eta: 4 days, 20:01:34, time: 0.711, data_time: 0.002, memory: 5237, top1_acc: 0.2180, top5_acc: 0.4578, loss_cls: 3.7328, loss: 3.7328, grad_norm: 1.8899 2020-07-24 10:42:02,595 - mmaction - INFO - Epoch [24][680/3757] lr: 9.603e-02, eta: 4 days, 20:01:15, time: 0.673, data_time: 0.002, memory: 5237, top1_acc: 0.1977, top5_acc: 0.4422, loss_cls: 3.7870, loss: 3.7870, grad_norm: 1.9224 2020-07-24 10:42:15,751 - mmaction - INFO - Epoch [24][700/3757] lr: 9.603e-02, eta: 4 days, 20:00:54, time: 0.658, data_time: 0.002, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4320, loss_cls: 3.8155, loss: 3.8155, grad_norm: 1.9117 2020-07-24 10:42:28,885 - mmaction - INFO - Epoch [24][720/3757] lr: 9.603e-02, eta: 4 days, 20:00:33, time: 0.657, data_time: 0.002, memory: 5237, top1_acc: 0.1797, top5_acc: 0.3852, loss_cls: 4.0071, loss: 4.0071, grad_norm: 1.9259 2020-07-24 10:42:41,946 - mmaction - INFO - Epoch [24][740/3757] lr: 9.603e-02, eta: 4 days, 20:00:11, time: 0.653, data_time: 0.002, memory: 5237, top1_acc: 0.1984, top5_acc: 0.4320, loss_cls: 3.8539, loss: 3.8539, grad_norm: 1.8057 2020-07-24 10:42:54,008 - mmaction - INFO - Epoch [24][760/3757] lr: 9.603e-02, eta: 4 days, 19:59:43, time: 0.603, data_time: 0.001, memory: 5237, top1_acc: 0.2047, top5_acc: 0.4281, loss_cls: 3.8350, loss: 3.8350, grad_norm: 1.8162 2020-07-24 10:43:06,729 - mmaction - INFO - Epoch [24][780/3757] lr: 9.603e-02, eta: 4 days, 19:59:19, time: 0.635, data_time: 0.002, memory: 5237, top1_acc: 0.1695, top5_acc: 0.4016, loss_cls: 3.9785, loss: 3.9785, grad_norm: 1.9180 2020-07-24 10:43:19,644 - mmaction - INFO - Epoch [24][800/3757] lr: 9.603e-02, eta: 4 days, 19:58:56, time: 0.646, data_time: 0.003, memory: 5237, top1_acc: 0.1883, top5_acc: 0.4023, loss_cls: 3.9302, loss: 3.9302, grad_norm: 1.8822 2020-07-24 10:43:32,151 - mmaction - INFO - Epoch [24][820/3757] lr: 9.603e-02, eta: 4 days, 19:58:31, time: 0.626, data_time: 0.003, memory: 5237, top1_acc: 0.1992, top5_acc: 0.4219, loss_cls: 3.8632, loss: 3.8632, grad_norm: 1.9025 2020-07-24 10:43:44,382 - mmaction - INFO - Epoch [24][840/3757] lr: 9.603e-02, eta: 4 days, 19:58:03, time: 0.612, data_time: 0.002, memory: 5237, top1_acc: 0.1781, top5_acc: 0.3984, loss_cls: 3.9895, loss: 3.9895, grad_norm: 1.9552 2020-07-24 10:43:56,705 - mmaction - INFO - Epoch [24][860/3757] lr: 9.603e-02, eta: 4 days, 19:57:37, time: 0.617, data_time: 0.002, memory: 5237, top1_acc: 0.2031, top5_acc: 0.4227, loss_cls: 3.8589, loss: 3.8589, grad_norm: 1.8288 2020-07-24 10:44:09,430 - mmaction - INFO - Epoch [24][880/3757] lr: 9.603e-02, eta: 4 days, 19:57:13, time: 0.636, data_time: 0.001, memory: 5237, top1_acc: 0.1859, top5_acc: 0.4391, loss_cls: 3.8752, loss: 3.8752, grad_norm: 1.9711 2020-07-24 10:44:21,440 - mmaction - INFO - Epoch [24][900/3757] lr: 9.603e-02, eta: 4 days, 19:56:44, time: 0.600, data_time: 0.002, memory: 5237, top1_acc: 0.1898, top5_acc: 0.4242, loss_cls: 3.9018, loss: 3.9018, grad_norm: 1.9435 2020-07-24 10:44:33,789 - mmaction - INFO - Epoch [24][920/3757] lr: 9.603e-02, eta: 4 days, 19:56:17, time: 0.618, data_time: 0.002, memory: 5237, top1_acc: 0.1914, top5_acc: 0.4086, loss_cls: 3.8908, loss: 3.8908, grad_norm: 1.9015 2020-07-24 10:44:48,023 - mmaction - INFO - Epoch [24][940/3757] lr: 9.603e-02, eta: 4 days, 19:56:04, time: 0.711, data_time: 0.001, memory: 5237, top1_acc: 0.1984, top5_acc: 0.4273, loss_cls: 3.7842, loss: 3.7842, grad_norm: 1.9043 2020-07-24 10:45:01,244 - mmaction - INFO - Epoch [24][960/3757] lr: 9.603e-02, eta: 4 days, 19:55:43, time: 0.661, data_time: 0.001, memory: 5237, top1_acc: 0.1891, top5_acc: 0.4172, loss_cls: 3.8751, loss: 3.8751, grad_norm: 1.9131 2020-07-24 10:45:13,606 - mmaction - INFO - Epoch [24][980/3757] lr: 9.603e-02, eta: 4 days, 19:55:16, time: 0.618, data_time: 0.001, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4047, loss_cls: 3.9323, loss: 3.9323, grad_norm: 1.9194 2020-07-24 10:45:25,748 - mmaction - INFO - Epoch [24][1000/3757] lr: 9.603e-02, eta: 4 days, 19:54:49, time: 0.608, data_time: 0.002, memory: 5237, top1_acc: 0.1742, top5_acc: 0.4328, loss_cls: 3.8871, loss: 3.8871, grad_norm: 1.9112 2020-07-24 10:45:38,075 - mmaction - INFO - Epoch [24][1020/3757] lr: 9.603e-02, eta: 4 days, 19:54:22, time: 0.617, data_time: 0.002, memory: 5237, top1_acc: 0.1594, top5_acc: 0.3820, loss_cls: 4.0305, loss: 4.0305, grad_norm: 1.8903 2020-07-24 10:45:50,252 - mmaction - INFO - Epoch [24][1040/3757] lr: 9.603e-02, eta: 4 days, 19:53:54, time: 0.608, data_time: 0.001, memory: 5237, top1_acc: 0.1875, top5_acc: 0.4055, loss_cls: 3.8997, loss: 3.8997, grad_norm: 1.8478 2020-07-24 10:46:02,933 - mmaction - INFO - Epoch [24][1060/3757] lr: 9.603e-02, eta: 4 days, 19:53:30, time: 0.634, data_time: 0.002, memory: 5237, top1_acc: 0.1898, top5_acc: 0.4117, loss_cls: 3.9235, loss: 3.9235, grad_norm: 1.8988 2020-07-24 10:46:14,855 - mmaction - INFO - Epoch [24][1080/3757] lr: 9.603e-02, eta: 4 days, 19:53:01, time: 0.596, data_time: 0.002, memory: 5237, top1_acc: 0.1844, top5_acc: 0.4070, loss_cls: 3.9242, loss: 3.9242, grad_norm: 1.8979 2020-07-24 10:46:26,943 - mmaction - INFO - Epoch [24][1100/3757] lr: 9.603e-02, eta: 4 days, 19:52:33, time: 0.604, data_time: 0.002, memory: 5237, top1_acc: 0.1891, top5_acc: 0.4258, loss_cls: 3.8580, loss: 3.8580, grad_norm: 1.9296 2020-07-24 10:46:39,837 - mmaction - INFO - Epoch [24][1120/3757] lr: 9.603e-02, eta: 4 days, 19:52:10, time: 0.645, data_time: 0.002, memory: 5237, top1_acc: 0.1883, top5_acc: 0.4148, loss_cls: 3.8761, loss: 3.8761, grad_norm: 1.9186 2020-07-24 10:46:52,034 - mmaction - INFO - Epoch [24][1140/3757] lr: 9.603e-02, eta: 4 days, 19:51:43, time: 0.611, data_time: 0.002, memory: 5237, top1_acc: 0.2039, top5_acc: 0.4414, loss_cls: 3.7866, loss: 3.7866, grad_norm: 1.8709 2020-07-24 10:47:04,914 - mmaction - INFO - Epoch [24][1160/3757] lr: 9.603e-02, eta: 4 days, 19:51:20, time: 0.643, data_time: 0.001, memory: 5237, top1_acc: 0.2094, top5_acc: 0.4406, loss_cls: 3.7993, loss: 3.7993, grad_norm: 1.9155 2020-07-24 10:47:17,355 - mmaction - INFO - Epoch [24][1180/3757] lr: 9.603e-02, eta: 4 days, 19:50:54, time: 0.623, data_time: 0.002, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4398, loss_cls: 3.8262, loss: 3.8262, grad_norm: 1.9072 2020-07-24 10:47:29,452 - mmaction - INFO - Epoch [24][1200/3757] lr: 9.603e-02, eta: 4 days, 19:50:26, time: 0.605, data_time: 0.002, memory: 5237, top1_acc: 0.1773, top5_acc: 0.4070, loss_cls: 3.9823, loss: 3.9823, grad_norm: 1.9871 2020-07-24 10:47:41,973 - mmaction - INFO - Epoch [24][1220/3757] lr: 9.603e-02, eta: 4 days, 19:50:01, time: 0.625, data_time: 0.001, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4234, loss_cls: 3.8392, loss: 3.8392, grad_norm: 1.9418 2020-07-24 10:47:54,280 - mmaction - INFO - Epoch [24][1240/3757] lr: 9.603e-02, eta: 4 days, 19:49:34, time: 0.616, data_time: 0.002, memory: 5237, top1_acc: 0.1727, top5_acc: 0.4000, loss_cls: 3.9873, loss: 3.9873, grad_norm: 1.9582 2020-07-24 10:48:06,747 - mmaction - INFO - Epoch [24][1260/3757] lr: 9.603e-02, eta: 4 days, 19:49:08, time: 0.623, data_time: 0.002, memory: 5237, top1_acc: 0.1867, top5_acc: 0.4305, loss_cls: 3.9111, loss: 3.9111, grad_norm: 1.9256 2020-07-24 10:48:19,744 - mmaction - INFO - Epoch [24][1280/3757] lr: 9.603e-02, eta: 4 days, 19:48:46, time: 0.650, data_time: 0.002, memory: 5237, top1_acc: 0.2086, top5_acc: 0.4313, loss_cls: 3.8720, loss: 3.8720, grad_norm: 1.8902 2020-07-24 10:48:31,997 - mmaction - INFO - Epoch [24][1300/3757] lr: 9.603e-02, eta: 4 days, 19:48:19, time: 0.613, data_time: 0.002, memory: 5237, top1_acc: 0.1867, top5_acc: 0.4133, loss_cls: 3.9457, loss: 3.9457, grad_norm: 1.9289 2020-07-24 10:48:44,506 - mmaction - INFO - Epoch [24][1320/3757] lr: 9.603e-02, eta: 4 days, 19:47:54, time: 0.626, data_time: 0.001, memory: 5237, top1_acc: 0.1844, top5_acc: 0.4258, loss_cls: 3.8591, loss: 3.8591, grad_norm: 1.9036 2020-07-24 10:48:56,854 - mmaction - INFO - Epoch [24][1340/3757] lr: 9.603e-02, eta: 4 days, 19:47:28, time: 0.617, data_time: 0.001, memory: 5237, top1_acc: 0.1922, top5_acc: 0.4250, loss_cls: 3.8046, loss: 3.8046, grad_norm: 1.9045 2020-07-24 10:49:09,554 - mmaction - INFO - Epoch [24][1360/3757] lr: 9.603e-02, eta: 4 days, 19:47:04, time: 0.635, data_time: 0.002, memory: 5237, top1_acc: 0.1953, top5_acc: 0.4297, loss_cls: 3.8443, loss: 3.8443, grad_norm: 1.9708 2020-07-24 10:49:21,677 - mmaction - INFO - Epoch [24][1380/3757] lr: 9.603e-02, eta: 4 days, 19:46:36, time: 0.606, data_time: 0.001, memory: 5237, top1_acc: 0.1844, top5_acc: 0.4211, loss_cls: 3.8833, loss: 3.8833, grad_norm: 1.9557 2020-07-24 10:49:34,602 - mmaction - INFO - Epoch [24][1400/3757] lr: 9.603e-02, eta: 4 days, 19:46:13, time: 0.645, data_time: 0.001, memory: 5237, top1_acc: 0.1789, top5_acc: 0.4109, loss_cls: 3.9384, loss: 3.9384, grad_norm: 1.9519 2020-07-24 10:49:47,839 - mmaction - INFO - Epoch [24][1420/3757] lr: 9.603e-02, eta: 4 days, 19:45:53, time: 0.663, data_time: 0.003, memory: 5237, top1_acc: 0.2062, top5_acc: 0.4437, loss_cls: 3.7793, loss: 3.7793, grad_norm: 1.9164 2020-07-24 10:50:00,978 - mmaction - INFO - Epoch [24][1440/3757] lr: 9.603e-02, eta: 4 days, 19:45:32, time: 0.657, data_time: 0.002, memory: 5237, top1_acc: 0.1820, top5_acc: 0.4266, loss_cls: 3.8656, loss: 3.8656, grad_norm: 1.9694 2020-07-24 10:50:14,262 - mmaction - INFO - Epoch [24][1460/3757] lr: 9.603e-02, eta: 4 days, 19:45:12, time: 0.664, data_time: 0.002, memory: 5237, top1_acc: 0.1836, top5_acc: 0.4258, loss_cls: 3.8654, loss: 3.8654, grad_norm: 1.9229 2020-07-24 10:50:27,377 - mmaction - INFO - Epoch [24][1480/3757] lr: 9.603e-02, eta: 4 days, 19:44:50, time: 0.655, data_time: 0.001, memory: 5237, top1_acc: 0.1836, top5_acc: 0.4078, loss_cls: 3.9482, loss: 3.9482, grad_norm: 1.9318 2020-07-24 10:50:40,009 - mmaction - INFO - Epoch [24][1500/3757] lr: 9.603e-02, eta: 4 days, 19:44:26, time: 0.632, data_time: 0.002, memory: 5237, top1_acc: 0.1789, top5_acc: 0.3867, loss_cls: 3.9926, loss: 3.9926, grad_norm: 1.8840 2020-07-24 10:50:52,589 - mmaction - INFO - Epoch [24][1520/3757] lr: 9.603e-02, eta: 4 days, 19:44:01, time: 0.630, data_time: 0.002, memory: 5237, top1_acc: 0.2055, top5_acc: 0.4164, loss_cls: 3.8744, loss: 3.8744, grad_norm: 1.8962 2020-07-24 10:51:05,098 - mmaction - INFO - Epoch [24][1540/3757] lr: 9.603e-02, eta: 4 days, 19:43:36, time: 0.624, data_time: 0.001, memory: 5237, top1_acc: 0.1961, top5_acc: 0.4148, loss_cls: 3.8706, loss: 3.8706, grad_norm: 1.9560 2020-07-24 10:51:17,478 - mmaction - INFO - Epoch [24][1560/3757] lr: 9.603e-02, eta: 4 days, 19:43:10, time: 0.620, data_time: 0.003, memory: 5237, top1_acc: 0.1805, top5_acc: 0.4094, loss_cls: 3.8666, loss: 3.8666, grad_norm: 1.9161 2020-07-24 10:51:30,397 - mmaction - INFO - Epoch [24][1580/3757] lr: 9.603e-02, eta: 4 days, 19:42:48, time: 0.645, data_time: 0.001, memory: 5237, top1_acc: 0.1906, top5_acc: 0.4016, loss_cls: 4.0019, loss: 4.0019, grad_norm: 1.9400 2020-07-24 10:51:44,807 - mmaction - INFO - Epoch [24][1600/3757] lr: 9.603e-02, eta: 4 days, 19:42:35, time: 0.721, data_time: 0.003, memory: 5237, top1_acc: 0.2148, top5_acc: 0.4461, loss_cls: 3.7579, loss: 3.7579, grad_norm: 1.8398 2020-07-24 10:51:56,854 - mmaction - INFO - Epoch [24][1620/3757] lr: 9.603e-02, eta: 4 days, 19:42:07, time: 0.602, data_time: 0.002, memory: 5237, top1_acc: 0.2031, top5_acc: 0.4313, loss_cls: 3.7903, loss: 3.7903, grad_norm: 1.8790 2020-07-24 10:52:09,562 - mmaction - INFO - Epoch [24][1640/3757] lr: 9.603e-02, eta: 4 days, 19:41:43, time: 0.636, data_time: 0.002, memory: 5237, top1_acc: 0.1992, top5_acc: 0.4328, loss_cls: 3.8647, loss: 3.8647, grad_norm: 1.9726 2020-07-24 10:52:22,176 - mmaction - INFO - Epoch [24][1660/3757] lr: 9.603e-02, eta: 4 days, 19:41:18, time: 0.630, data_time: 0.001, memory: 5237, top1_acc: 0.1844, top5_acc: 0.4352, loss_cls: 3.8571, loss: 3.8571, grad_norm: 1.9483 2020-07-24 10:52:34,548 - mmaction - INFO - Epoch [24][1680/3757] lr: 9.603e-02, eta: 4 days, 19:40:52, time: 0.618, data_time: 0.002, memory: 5237, top1_acc: 0.1727, top5_acc: 0.4180, loss_cls: 3.8811, loss: 3.8811, grad_norm: 1.9087 2020-07-24 10:52:47,532 - mmaction - INFO - Epoch [24][1700/3757] lr: 9.603e-02, eta: 4 days, 19:40:30, time: 0.650, data_time: 0.002, memory: 5237, top1_acc: 0.1883, top5_acc: 0.4227, loss_cls: 3.8643, loss: 3.8643, grad_norm: 1.9228 2020-07-24 10:53:00,135 - mmaction - INFO - Epoch [24][1720/3757] lr: 9.603e-02, eta: 4 days, 19:40:06, time: 0.630, data_time: 0.001, memory: 5237, top1_acc: 0.2164, top5_acc: 0.4297, loss_cls: 3.8546, loss: 3.8546, grad_norm: 1.8482 2020-07-24 10:53:12,350 - mmaction - INFO - Epoch [24][1740/3757] lr: 9.603e-02, eta: 4 days, 19:39:39, time: 0.610, data_time: 0.002, memory: 5237, top1_acc: 0.1844, top5_acc: 0.4047, loss_cls: 3.9712, loss: 3.9712, grad_norm: 1.9073 2020-07-24 10:53:25,207 - mmaction - INFO - Epoch [24][1760/3757] lr: 9.603e-02, eta: 4 days, 19:39:16, time: 0.643, data_time: 0.002, memory: 5237, top1_acc: 0.2219, top5_acc: 0.4477, loss_cls: 3.7857, loss: 3.7857, grad_norm: 1.9070 2020-07-24 10:53:38,226 - mmaction - INFO - Epoch [24][1780/3757] lr: 9.603e-02, eta: 4 days, 19:38:54, time: 0.651, data_time: 0.003, memory: 5237, top1_acc: 0.2141, top5_acc: 0.4297, loss_cls: 3.8408, loss: 3.8408, grad_norm: 1.9272 2020-07-24 10:53:50,732 - mmaction - INFO - Epoch [24][1800/3757] lr: 9.603e-02, eta: 4 days, 19:38:29, time: 0.626, data_time: 0.001, memory: 5237, top1_acc: 0.1938, top5_acc: 0.4008, loss_cls: 3.8977, loss: 3.8977, grad_norm: 1.9081 2020-07-24 10:54:03,775 - mmaction - INFO - Epoch [24][1820/3757] lr: 9.603e-02, eta: 4 days, 19:38:07, time: 0.651, data_time: 0.001, memory: 5237, top1_acc: 0.2078, top5_acc: 0.4258, loss_cls: 3.8875, loss: 3.8875, grad_norm: 1.9331 2020-07-24 10:54:15,976 - mmaction - INFO - Epoch [24][1840/3757] lr: 9.603e-02, eta: 4 days, 19:37:40, time: 0.610, data_time: 0.002, memory: 5237, top1_acc: 0.1984, top5_acc: 0.4094, loss_cls: 3.9137, loss: 3.9137, grad_norm: 1.9389 2020-07-24 10:54:28,323 - mmaction - INFO - Epoch [24][1860/3757] lr: 9.603e-02, eta: 4 days, 19:37:14, time: 0.617, data_time: 0.002, memory: 5237, top1_acc: 0.1750, top5_acc: 0.4328, loss_cls: 3.8818, loss: 3.8818, grad_norm: 1.9136 2020-07-24 10:54:41,081 - mmaction - INFO - Epoch [24][1880/3757] lr: 9.603e-02, eta: 4 days, 19:36:50, time: 0.639, data_time: 0.002, memory: 5237, top1_acc: 0.1805, top5_acc: 0.4156, loss_cls: 3.9267, loss: 3.9267, grad_norm: 1.9585 2020-07-24 10:54:53,748 - mmaction - INFO - Epoch [24][1900/3757] lr: 9.603e-02, eta: 4 days, 19:36:26, time: 0.633, data_time: 0.001, memory: 5237, top1_acc: 0.1977, top5_acc: 0.4188, loss_cls: 3.9227, loss: 3.9227, grad_norm: 1.8588 2020-07-24 10:55:05,687 - mmaction - INFO - Epoch [24][1920/3757] lr: 9.603e-02, eta: 4 days, 19:35:57, time: 0.597, data_time: 0.002, memory: 5237, top1_acc: 0.1789, top5_acc: 0.4055, loss_cls: 3.9275, loss: 3.9275, grad_norm: 1.8981 2020-07-24 10:55:18,300 - mmaction - INFO - Epoch [24][1940/3757] lr: 9.603e-02, eta: 4 days, 19:35:33, time: 0.631, data_time: 0.002, memory: 5237, top1_acc: 0.2000, top5_acc: 0.4320, loss_cls: 3.7925, loss: 3.7925, grad_norm: 1.8417 2020-07-24 10:55:30,902 - mmaction - INFO - Epoch [24][1960/3757] lr: 9.603e-02, eta: 4 days, 19:35:08, time: 0.630, data_time: 0.002, memory: 5237, top1_acc: 0.1750, top5_acc: 0.3977, loss_cls: 4.0080, loss: 4.0080, grad_norm: 1.9338 2020-07-24 10:55:43,322 - mmaction - INFO - Epoch [24][1980/3757] lr: 9.603e-02, eta: 4 days, 19:34:43, time: 0.621, data_time: 0.002, memory: 5237, top1_acc: 0.1812, top5_acc: 0.4023, loss_cls: 3.9911, loss: 3.9911, grad_norm: 1.8414 2020-07-24 10:55:55,348 - mmaction - INFO - Epoch [24][2000/3757] lr: 9.603e-02, eta: 4 days, 19:34:14, time: 0.602, data_time: 0.003, memory: 5237, top1_acc: 0.1883, top5_acc: 0.3945, loss_cls: 3.8954, loss: 3.8954, grad_norm: 1.8535 2020-07-24 10:56:07,817 - mmaction - INFO - Epoch [24][2020/3757] lr: 9.603e-02, eta: 4 days, 19:33:49, time: 0.623, data_time: 0.002, memory: 5237, top1_acc: 0.2000, top5_acc: 0.4188, loss_cls: 3.9069, loss: 3.9069, grad_norm: 1.8737 2020-07-24 10:56:20,578 - mmaction - INFO - Epoch [24][2040/3757] lr: 9.603e-02, eta: 4 days, 19:33:26, time: 0.638, data_time: 0.002, memory: 5237, top1_acc: 0.2070, top5_acc: 0.4359, loss_cls: 3.8025, loss: 3.8025, grad_norm: 1.9475 2020-07-24 10:56:32,641 - mmaction - INFO - Epoch [24][2060/3757] lr: 9.603e-02, eta: 4 days, 19:32:58, time: 0.604, data_time: 0.002, memory: 5237, top1_acc: 0.2086, top5_acc: 0.4297, loss_cls: 3.7979, loss: 3.7979, grad_norm: 1.9480 2020-07-24 10:56:45,112 - mmaction - INFO - Epoch [24][2080/3757] lr: 9.603e-02, eta: 4 days, 19:32:32, time: 0.623, data_time: 0.001, memory: 5237, top1_acc: 0.2156, top5_acc: 0.4430, loss_cls: 3.8095, loss: 3.8095, grad_norm: 1.9407 2020-07-24 10:56:57,542 - mmaction - INFO - Epoch [24][2100/3757] lr: 9.603e-02, eta: 4 days, 19:32:07, time: 0.622, data_time: 0.002, memory: 5237, top1_acc: 0.1828, top5_acc: 0.4273, loss_cls: 3.8574, loss: 3.8574, grad_norm: 1.9752 2020-07-24 10:57:09,936 - mmaction - INFO - Epoch [24][2120/3757] lr: 9.603e-02, eta: 4 days, 19:31:41, time: 0.620, data_time: 0.002, memory: 5237, top1_acc: 0.1758, top5_acc: 0.3914, loss_cls: 3.9849, loss: 3.9849, grad_norm: 1.9286 2020-07-24 10:57:22,171 - mmaction - INFO - Epoch [24][2140/3757] lr: 9.603e-02, eta: 4 days, 19:31:14, time: 0.611, data_time: 0.003, memory: 5237, top1_acc: 0.1922, top5_acc: 0.4219, loss_cls: 3.8418, loss: 3.8418, grad_norm: 1.8502 2020-07-24 10:57:34,521 - mmaction - INFO - Epoch [24][2160/3757] lr: 9.603e-02, eta: 4 days, 19:30:48, time: 0.618, data_time: 0.003, memory: 5237, top1_acc: 0.1805, top5_acc: 0.4023, loss_cls: 3.9717, loss: 3.9717, grad_norm: 1.9136 2020-07-24 10:57:46,957 - mmaction - INFO - Epoch [24][2180/3757] lr: 9.603e-02, eta: 4 days, 19:30:22, time: 0.621, data_time: 0.002, memory: 5237, top1_acc: 0.1805, top5_acc: 0.4227, loss_cls: 3.8846, loss: 3.8846, grad_norm: 1.8692 2020-07-24 10:57:59,562 - mmaction - INFO - Epoch [24][2200/3757] lr: 9.603e-02, eta: 4 days, 19:29:58, time: 0.630, data_time: 0.002, memory: 5237, top1_acc: 0.2047, top5_acc: 0.4281, loss_cls: 3.8061, loss: 3.8061, grad_norm: 1.8861 2020-07-24 10:58:12,251 - mmaction - INFO - Epoch [24][2220/3757] lr: 9.603e-02, eta: 4 days, 19:29:34, time: 0.635, data_time: 0.003, memory: 5237, top1_acc: 0.2016, top5_acc: 0.4133, loss_cls: 3.9052, loss: 3.9052, grad_norm: 1.8855 2020-07-24 10:58:24,670 - mmaction - INFO - Epoch [24][2240/3757] lr: 9.603e-02, eta: 4 days, 19:29:08, time: 0.621, data_time: 0.002, memory: 5237, top1_acc: 0.1875, top5_acc: 0.3984, loss_cls: 3.9207, loss: 3.9207, grad_norm: 1.8990 2020-07-24 10:58:38,203 - mmaction - INFO - Epoch [24][2260/3757] lr: 9.603e-02, eta: 4 days, 19:28:50, time: 0.677, data_time: 0.003, memory: 5237, top1_acc: 0.1758, top5_acc: 0.3898, loss_cls: 3.9507, loss: 3.9507, grad_norm: 1.9140 2020-07-24 10:58:50,991 - mmaction - INFO - Epoch [24][2280/3757] lr: 9.603e-02, eta: 4 days, 19:28:27, time: 0.639, data_time: 0.002, memory: 5237, top1_acc: 0.1922, top5_acc: 0.4188, loss_cls: 3.8488, loss: 3.8488, grad_norm: 1.9064 2020-07-24 10:59:03,177 - mmaction - INFO - Epoch [24][2300/3757] lr: 9.603e-02, eta: 4 days, 19:28:00, time: 0.609, data_time: 0.001, memory: 5237, top1_acc: 0.1984, top5_acc: 0.4172, loss_cls: 3.8717, loss: 3.8717, grad_norm: 1.9799 2020-07-24 10:59:15,311 - mmaction - INFO - Epoch [24][2320/3757] lr: 9.603e-02, eta: 4 days, 19:27:32, time: 0.607, data_time: 0.002, memory: 5237, top1_acc: 0.1844, top5_acc: 0.4008, loss_cls: 3.9959, loss: 3.9959, grad_norm: 1.9344 2020-07-24 10:59:27,879 - mmaction - INFO - Epoch [24][2340/3757] lr: 9.603e-02, eta: 4 days, 19:27:08, time: 0.629, data_time: 0.002, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4148, loss_cls: 3.9191, loss: 3.9191, grad_norm: 1.8824 2020-07-24 10:59:40,731 - mmaction - INFO - Epoch [24][2360/3757] lr: 9.603e-02, eta: 4 days, 19:26:45, time: 0.641, data_time: 0.002, memory: 5237, top1_acc: 0.2109, top5_acc: 0.4203, loss_cls: 3.8378, loss: 3.8378, grad_norm: 1.9186 2020-07-24 10:59:53,292 - mmaction - INFO - Epoch [24][2380/3757] lr: 9.603e-02, eta: 4 days, 19:26:20, time: 0.628, data_time: 0.002, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4313, loss_cls: 3.8108, loss: 3.8108, grad_norm: 1.8857 2020-07-24 11:00:12,664 - mmaction - INFO - Epoch [24][2400/3757] lr: 9.603e-02, eta: 4 days, 19:26:40, time: 0.967, data_time: 0.006, memory: 5237, top1_acc: 0.1859, top5_acc: 0.4297, loss_cls: 3.8710, loss: 3.8710, grad_norm: 1.9379 2020-07-24 11:00:26,450 - mmaction - INFO - Epoch [24][2420/3757] lr: 9.603e-02, eta: 4 days, 19:26:24, time: 0.691, data_time: 0.005, memory: 5237, top1_acc: 0.2047, top5_acc: 0.4437, loss_cls: 3.8249, loss: 3.8249, grad_norm: 1.8883 2020-07-24 11:00:39,922 - mmaction - INFO - Epoch [24][2440/3757] lr: 9.603e-02, eta: 4 days, 19:26:05, time: 0.674, data_time: 0.003, memory: 5237, top1_acc: 0.2000, top5_acc: 0.4203, loss_cls: 3.8624, loss: 3.8624, grad_norm: 1.9601 2020-07-24 11:00:52,592 - mmaction - INFO - Epoch [24][2460/3757] lr: 9.603e-02, eta: 4 days, 19:25:42, time: 0.634, data_time: 0.002, memory: 5237, top1_acc: 0.1906, top5_acc: 0.4211, loss_cls: 3.9000, loss: 3.9000, grad_norm: 1.9490 2020-07-24 11:01:05,017 - mmaction - INFO - Epoch [24][2480/3757] lr: 9.603e-02, eta: 4 days, 19:25:16, time: 0.620, data_time: 0.001, memory: 5237, top1_acc: 0.1867, top5_acc: 0.4203, loss_cls: 3.8999, loss: 3.8999, grad_norm: 1.9425 2020-07-24 11:01:17,454 - mmaction - INFO - Epoch [24][2500/3757] lr: 9.603e-02, eta: 4 days, 19:24:50, time: 0.622, data_time: 0.002, memory: 5237, top1_acc: 0.1773, top5_acc: 0.4062, loss_cls: 3.9782, loss: 3.9782, grad_norm: 1.9274 2020-07-24 11:01:30,916 - mmaction - INFO - Epoch [24][2520/3757] lr: 9.603e-02, eta: 4 days, 19:24:32, time: 0.674, data_time: 0.002, memory: 5237, top1_acc: 0.1781, top5_acc: 0.4195, loss_cls: 3.8555, loss: 3.8555, grad_norm: 1.9542 2020-07-24 11:01:43,063 - mmaction - INFO - Epoch [24][2540/3757] lr: 9.603e-02, eta: 4 days, 19:24:04, time: 0.607, data_time: 0.002, memory: 5237, top1_acc: 0.1672, top5_acc: 0.4031, loss_cls: 3.9716, loss: 3.9716, grad_norm: 1.9034 2020-07-24 11:01:55,325 - mmaction - INFO - Epoch [24][2560/3757] lr: 9.603e-02, eta: 4 days, 19:23:38, time: 0.613, data_time: 0.002, memory: 5237, top1_acc: 0.1875, top5_acc: 0.4086, loss_cls: 3.9372, loss: 3.9372, grad_norm: 1.8860 2020-07-24 11:02:08,661 - mmaction - INFO - Epoch [24][2580/3757] lr: 9.603e-02, eta: 4 days, 19:23:18, time: 0.666, data_time: 0.002, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4188, loss_cls: 3.9086, loss: 3.9086, grad_norm: 1.8810 2020-07-24 11:02:21,592 - mmaction - INFO - Epoch [24][2600/3757] lr: 9.603e-02, eta: 4 days, 19:22:56, time: 0.646, data_time: 0.002, memory: 5237, top1_acc: 0.1992, top5_acc: 0.4141, loss_cls: 3.8966, loss: 3.8966, grad_norm: 1.8762 2020-07-24 11:02:34,585 - mmaction - INFO - Epoch [24][2620/3757] lr: 9.603e-02, eta: 4 days, 19:22:35, time: 0.651, data_time: 0.003, memory: 5237, top1_acc: 0.1648, top5_acc: 0.3930, loss_cls: 4.0371, loss: 4.0371, grad_norm: 1.9137 2020-07-24 11:02:47,294 - mmaction - INFO - Epoch [24][2640/3757] lr: 9.603e-02, eta: 4 days, 19:22:11, time: 0.635, data_time: 0.001, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4195, loss_cls: 3.8845, loss: 3.8845, grad_norm: 1.8511 2020-07-24 11:02:59,612 - mmaction - INFO - Epoch [24][2660/3757] lr: 9.603e-02, eta: 4 days, 19:21:45, time: 0.615, data_time: 0.001, memory: 5237, top1_acc: 0.1891, top5_acc: 0.4328, loss_cls: 3.8761, loss: 3.8761, grad_norm: 1.9872 2020-07-24 11:03:11,622 - mmaction - INFO - Epoch [24][2680/3757] lr: 9.603e-02, eta: 4 days, 19:21:16, time: 0.601, data_time: 0.002, memory: 5237, top1_acc: 0.1688, top5_acc: 0.4133, loss_cls: 3.9228, loss: 3.9228, grad_norm: 1.9516 2020-07-24 11:03:24,912 - mmaction - INFO - Epoch [24][2700/3757] lr: 9.603e-02, eta: 4 days, 19:20:57, time: 0.664, data_time: 0.002, memory: 5237, top1_acc: 0.1805, top5_acc: 0.3914, loss_cls: 3.9725, loss: 3.9725, grad_norm: 1.9258 2020-07-24 11:03:37,429 - mmaction - INFO - Epoch [24][2720/3757] lr: 9.603e-02, eta: 4 days, 19:20:32, time: 0.626, data_time: 0.002, memory: 5237, top1_acc: 0.1766, top5_acc: 0.3977, loss_cls: 3.9774, loss: 3.9774, grad_norm: 1.9234 2020-07-24 11:03:50,375 - mmaction - INFO - Epoch [24][2740/3757] lr: 9.603e-02, eta: 4 days, 19:20:10, time: 0.648, data_time: 0.002, memory: 5237, top1_acc: 0.1977, top5_acc: 0.4062, loss_cls: 3.9408, loss: 3.9408, grad_norm: 1.8806 2020-07-24 11:04:02,447 - mmaction - INFO - Epoch [24][2760/3757] lr: 9.603e-02, eta: 4 days, 19:19:42, time: 0.603, data_time: 0.002, memory: 5237, top1_acc: 0.2008, top5_acc: 0.4320, loss_cls: 3.8047, loss: 3.8047, grad_norm: 1.9025 2020-07-24 11:04:14,988 - mmaction - INFO - Epoch [24][2780/3757] lr: 9.603e-02, eta: 4 days, 19:19:17, time: 0.628, data_time: 0.002, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4172, loss_cls: 3.9052, loss: 3.9052, grad_norm: 1.9219 2020-07-24 11:04:27,502 - mmaction - INFO - Epoch [24][2800/3757] lr: 9.603e-02, eta: 4 days, 19:18:52, time: 0.625, data_time: 0.001, memory: 5237, top1_acc: 0.1719, top5_acc: 0.3898, loss_cls: 3.9378, loss: 3.9378, grad_norm: 1.8941 2020-07-24 11:04:40,080 - mmaction - INFO - Epoch [24][2820/3757] lr: 9.603e-02, eta: 4 days, 19:18:28, time: 0.629, data_time: 0.002, memory: 5237, top1_acc: 0.2039, top5_acc: 0.4258, loss_cls: 3.8516, loss: 3.8516, grad_norm: 1.8356 2020-07-24 11:04:54,059 - mmaction - INFO - Epoch [24][2840/3757] lr: 9.603e-02, eta: 4 days, 19:18:13, time: 0.699, data_time: 0.002, memory: 5237, top1_acc: 0.2000, top5_acc: 0.4266, loss_cls: 3.8626, loss: 3.8626, grad_norm: 1.9256 2020-07-24 11:05:06,345 - mmaction - INFO - Epoch [24][2860/3757] lr: 9.603e-02, eta: 4 days, 19:17:46, time: 0.615, data_time: 0.002, memory: 5237, top1_acc: 0.2039, top5_acc: 0.4281, loss_cls: 3.8330, loss: 3.8330, grad_norm: 1.9030 2020-07-24 11:05:18,367 - mmaction - INFO - Epoch [24][2880/3757] lr: 9.603e-02, eta: 4 days, 19:17:18, time: 0.601, data_time: 0.002, memory: 5237, top1_acc: 0.2062, top5_acc: 0.4109, loss_cls: 3.8579, loss: 3.8579, grad_norm: 1.9638 2020-07-24 11:05:30,610 - mmaction - INFO - Epoch [24][2900/3757] lr: 9.603e-02, eta: 4 days, 19:16:52, time: 0.613, data_time: 0.002, memory: 5237, top1_acc: 0.1719, top5_acc: 0.4078, loss_cls: 3.9005, loss: 3.9005, grad_norm: 2.0138 2020-07-24 11:05:42,774 - mmaction - INFO - Epoch [24][2920/3757] lr: 9.603e-02, eta: 4 days, 19:16:25, time: 0.608, data_time: 0.001, memory: 5237, top1_acc: 0.1836, top5_acc: 0.4109, loss_cls: 3.8821, loss: 3.8821, grad_norm: 1.8821 2020-07-24 11:05:55,419 - mmaction - INFO - Epoch [24][2940/3757] lr: 9.603e-02, eta: 4 days, 19:16:01, time: 0.632, data_time: 0.001, memory: 5237, top1_acc: 0.1906, top5_acc: 0.4352, loss_cls: 3.7984, loss: 3.7984, grad_norm: 1.9278 2020-07-24 11:06:08,406 - mmaction - INFO - Epoch [24][2960/3757] lr: 9.603e-02, eta: 4 days, 19:15:39, time: 0.650, data_time: 0.002, memory: 5237, top1_acc: 0.2000, top5_acc: 0.4133, loss_cls: 3.9444, loss: 3.9444, grad_norm: 1.9388 2020-07-24 11:06:20,810 - mmaction - INFO - Epoch [24][2980/3757] lr: 9.603e-02, eta: 4 days, 19:15:13, time: 0.619, data_time: 0.002, memory: 5237, top1_acc: 0.1898, top5_acc: 0.4156, loss_cls: 3.8944, loss: 3.8944, grad_norm: 1.9575 2020-07-24 11:06:34,159 - mmaction - INFO - Epoch [24][3000/3757] lr: 9.603e-02, eta: 4 days, 19:14:54, time: 0.668, data_time: 0.002, memory: 5237, top1_acc: 0.2062, top5_acc: 0.4227, loss_cls: 3.8527, loss: 3.8527, grad_norm: 1.8910 2020-07-24 11:06:46,129 - mmaction - INFO - Epoch [24][3020/3757] lr: 9.603e-02, eta: 4 days, 19:14:26, time: 0.599, data_time: 0.001, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4203, loss_cls: 3.8881, loss: 3.8881, grad_norm: 1.8813 2020-07-24 11:06:58,368 - mmaction - INFO - Epoch [24][3040/3757] lr: 9.603e-02, eta: 4 days, 19:13:59, time: 0.612, data_time: 0.001, memory: 5237, top1_acc: 0.1906, top5_acc: 0.4102, loss_cls: 3.9486, loss: 3.9486, grad_norm: 1.9103 2020-07-24 11:07:11,624 - mmaction - INFO - Epoch [24][3060/3757] lr: 9.603e-02, eta: 4 days, 19:13:39, time: 0.663, data_time: 0.002, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4281, loss_cls: 3.8311, loss: 3.8311, grad_norm: 1.9360 2020-07-24 11:07:25,145 - mmaction - INFO - Epoch [24][3080/3757] lr: 9.603e-02, eta: 4 days, 19:13:21, time: 0.676, data_time: 0.003, memory: 5237, top1_acc: 0.1867, top5_acc: 0.4039, loss_cls: 3.9925, loss: 3.9925, grad_norm: 1.9718 2020-07-24 11:07:37,479 - mmaction - INFO - Epoch [24][3100/3757] lr: 9.603e-02, eta: 4 days, 19:12:55, time: 0.616, data_time: 0.001, memory: 5237, top1_acc: 0.2039, top5_acc: 0.4234, loss_cls: 3.8383, loss: 3.8383, grad_norm: 1.9065 2020-07-24 11:07:49,801 - mmaction - INFO - Epoch [24][3120/3757] lr: 9.603e-02, eta: 4 days, 19:12:29, time: 0.616, data_time: 0.002, memory: 5237, top1_acc: 0.2000, top5_acc: 0.4367, loss_cls: 3.8554, loss: 3.8554, grad_norm: 1.9544 2020-07-24 11:08:02,845 - mmaction - INFO - Epoch [24][3140/3757] lr: 9.603e-02, eta: 4 days, 19:12:08, time: 0.653, data_time: 0.002, memory: 5237, top1_acc: 0.1883, top5_acc: 0.4188, loss_cls: 3.9234, loss: 3.9234, grad_norm: 1.9380 2020-07-24 11:08:16,670 - mmaction - INFO - Epoch [24][3160/3757] lr: 9.603e-02, eta: 4 days, 19:11:51, time: 0.690, data_time: 0.001, memory: 5237, top1_acc: 0.1828, top5_acc: 0.3992, loss_cls: 3.9718, loss: 3.9718, grad_norm: 1.9387 2020-07-24 11:08:31,152 - mmaction - INFO - Epoch [24][3180/3757] lr: 9.603e-02, eta: 4 days, 19:11:40, time: 0.725, data_time: 0.003, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4047, loss_cls: 3.9216, loss: 3.9216, grad_norm: 1.9406 2020-07-24 11:08:43,182 - mmaction - INFO - Epoch [24][3200/3757] lr: 9.603e-02, eta: 4 days, 19:11:12, time: 0.601, data_time: 0.001, memory: 5237, top1_acc: 0.2000, top5_acc: 0.4227, loss_cls: 3.9096, loss: 3.9096, grad_norm: 1.8746 2020-07-24 11:08:55,226 - mmaction - INFO - Epoch [24][3220/3757] lr: 9.603e-02, eta: 4 days, 19:10:44, time: 0.602, data_time: 0.002, memory: 5237, top1_acc: 0.2023, top5_acc: 0.4359, loss_cls: 3.8407, loss: 3.8407, grad_norm: 1.9040 2020-07-24 11:09:07,273 - mmaction - INFO - Epoch [24][3240/3757] lr: 9.603e-02, eta: 4 days, 19:10:16, time: 0.603, data_time: 0.003, memory: 5237, top1_acc: 0.1922, top5_acc: 0.4250, loss_cls: 3.8997, loss: 3.8997, grad_norm: 1.9973 2020-07-24 11:09:19,858 - mmaction - INFO - Epoch [24][3260/3757] lr: 9.603e-02, eta: 4 days, 19:09:52, time: 0.629, data_time: 0.002, memory: 5237, top1_acc: 0.1844, top5_acc: 0.4023, loss_cls: 3.9924, loss: 3.9924, grad_norm: 1.9067 2020-07-24 11:09:32,174 - mmaction - INFO - Epoch [24][3280/3757] lr: 9.603e-02, eta: 4 days, 19:09:25, time: 0.616, data_time: 0.002, memory: 5237, top1_acc: 0.1820, top5_acc: 0.4258, loss_cls: 3.8941, loss: 3.8941, grad_norm: 1.8563 2020-07-24 11:09:44,808 - mmaction - INFO - Epoch [24][3300/3757] lr: 9.603e-02, eta: 4 days, 19:09:02, time: 0.633, data_time: 0.002, memory: 5237, top1_acc: 0.2023, top5_acc: 0.4242, loss_cls: 3.8417, loss: 3.8417, grad_norm: 1.8893 2020-07-24 11:09:57,919 - mmaction - INFO - Epoch [24][3320/3757] lr: 9.603e-02, eta: 4 days, 19:08:41, time: 0.656, data_time: 0.002, memory: 5237, top1_acc: 0.2086, top5_acc: 0.4258, loss_cls: 3.8788, loss: 3.8788, grad_norm: 1.8954 2020-07-24 11:10:10,416 - mmaction - INFO - Epoch [24][3340/3757] lr: 9.603e-02, eta: 4 days, 19:08:16, time: 0.623, data_time: 0.001, memory: 5237, top1_acc: 0.2062, top5_acc: 0.4297, loss_cls: 3.8438, loss: 3.8438, grad_norm: 1.8962 2020-07-24 11:10:23,670 - mmaction - INFO - Epoch [24][3360/3757] lr: 9.603e-02, eta: 4 days, 19:07:56, time: 0.665, data_time: 0.003, memory: 5237, top1_acc: 0.1867, top5_acc: 0.4070, loss_cls: 3.9548, loss: 3.9548, grad_norm: 1.9652 2020-07-24 11:10:37,964 - mmaction - INFO - Epoch [24][3380/3757] lr: 9.603e-02, eta: 4 days, 19:07:43, time: 0.713, data_time: 0.001, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4148, loss_cls: 3.9089, loss: 3.9089, grad_norm: 1.9149 2020-07-24 11:10:50,093 - mmaction - INFO - Epoch [24][3400/3757] lr: 9.603e-02, eta: 4 days, 19:07:16, time: 0.607, data_time: 0.002, memory: 5237, top1_acc: 0.1805, top5_acc: 0.3953, loss_cls: 4.0167, loss: 4.0167, grad_norm: 1.8682 2020-07-24 11:11:02,969 - mmaction - INFO - Epoch [24][3420/3757] lr: 9.603e-02, eta: 4 days, 19:06:53, time: 0.644, data_time: 0.002, memory: 5237, top1_acc: 0.1867, top5_acc: 0.4281, loss_cls: 3.8810, loss: 3.8810, grad_norm: 1.8770 2020-07-24 11:11:15,381 - mmaction - INFO - Epoch [24][3440/3757] lr: 9.603e-02, eta: 4 days, 19:06:28, time: 0.621, data_time: 0.002, memory: 5237, top1_acc: 0.1891, top5_acc: 0.4156, loss_cls: 3.8844, loss: 3.8844, grad_norm: 1.9027 2020-07-24 11:11:28,185 - mmaction - INFO - Epoch [24][3460/3757] lr: 9.603e-02, eta: 4 days, 19:06:05, time: 0.640, data_time: 0.001, memory: 5237, top1_acc: 0.1781, top5_acc: 0.3930, loss_cls: 4.0369, loss: 4.0369, grad_norm: 1.9470 2020-07-24 11:11:40,936 - mmaction - INFO - Epoch [24][3480/3757] lr: 9.603e-02, eta: 4 days, 19:05:42, time: 0.638, data_time: 0.002, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4266, loss_cls: 3.9021, loss: 3.9021, grad_norm: 1.8825 2020-07-24 11:11:53,231 - mmaction - INFO - Epoch [24][3500/3757] lr: 9.603e-02, eta: 4 days, 19:05:16, time: 0.615, data_time: 0.002, memory: 5237, top1_acc: 0.2000, top5_acc: 0.4344, loss_cls: 3.8537, loss: 3.8537, grad_norm: 1.8995 2020-07-24 11:12:07,382 - mmaction - INFO - Epoch [24][3520/3757] lr: 9.603e-02, eta: 4 days, 19:05:02, time: 0.706, data_time: 0.002, memory: 5237, top1_acc: 0.1938, top5_acc: 0.4008, loss_cls: 3.9207, loss: 3.9207, grad_norm: 1.9247 2020-07-24 11:12:19,642 - mmaction - INFO - Epoch [24][3540/3757] lr: 9.603e-02, eta: 4 days, 19:04:36, time: 0.615, data_time: 0.004, memory: 5237, top1_acc: 0.2078, top5_acc: 0.4336, loss_cls: 3.8392, loss: 3.8392, grad_norm: 1.8853 2020-07-24 11:12:31,741 - mmaction - INFO - Epoch [24][3560/3757] lr: 9.603e-02, eta: 4 days, 19:04:08, time: 0.604, data_time: 0.001, memory: 5237, top1_acc: 0.1875, top5_acc: 0.4273, loss_cls: 3.8634, loss: 3.8634, grad_norm: 1.9324 2020-07-24 11:12:44,561 - mmaction - INFO - Epoch [24][3580/3757] lr: 9.603e-02, eta: 4 days, 19:03:46, time: 0.642, data_time: 0.002, memory: 5237, top1_acc: 0.2094, top5_acc: 0.4375, loss_cls: 3.8014, loss: 3.8014, grad_norm: 1.8666 2020-07-24 11:12:56,738 - mmaction - INFO - Epoch [24][3600/3757] lr: 9.603e-02, eta: 4 days, 19:03:19, time: 0.609, data_time: 0.001, memory: 5237, top1_acc: 0.1945, top5_acc: 0.3969, loss_cls: 3.9141, loss: 3.9141, grad_norm: 1.8681 2020-07-24 11:13:09,287 - mmaction - INFO - Epoch [24][3620/3757] lr: 9.603e-02, eta: 4 days, 19:02:54, time: 0.627, data_time: 0.001, memory: 5237, top1_acc: 0.1641, top5_acc: 0.4297, loss_cls: 3.9236, loss: 3.9236, grad_norm: 1.9182 2020-07-24 11:13:21,914 - mmaction - INFO - Epoch [24][3640/3757] lr: 9.603e-02, eta: 4 days, 19:02:30, time: 0.631, data_time: 0.002, memory: 5237, top1_acc: 0.2180, top5_acc: 0.4391, loss_cls: 3.7922, loss: 3.7922, grad_norm: 1.9519 2020-07-24 11:13:37,358 - mmaction - INFO - Epoch [24][3660/3757] lr: 9.603e-02, eta: 4 days, 19:02:25, time: 0.772, data_time: 0.002, memory: 5237, top1_acc: 0.1836, top5_acc: 0.4273, loss_cls: 3.8800, loss: 3.8800, grad_norm: 1.9792 2020-07-24 11:13:49,460 - mmaction - INFO - Epoch [24][3680/3757] lr: 9.603e-02, eta: 4 days, 19:01:57, time: 0.606, data_time: 0.002, memory: 5237, top1_acc: 0.2000, top5_acc: 0.4188, loss_cls: 3.8183, loss: 3.8183, grad_norm: 1.9471 2020-07-24 11:14:02,244 - mmaction - INFO - Epoch [24][3700/3757] lr: 9.603e-02, eta: 4 days, 19:01:34, time: 0.638, data_time: 0.002, memory: 5237, top1_acc: 0.1922, top5_acc: 0.4109, loss_cls: 3.9183, loss: 3.9183, grad_norm: 1.9574 2020-07-24 11:14:16,167 - mmaction - INFO - Epoch [24][3720/3757] lr: 9.603e-02, eta: 4 days, 19:01:19, time: 0.697, data_time: 0.002, memory: 5237, top1_acc: 0.1977, top5_acc: 0.4188, loss_cls: 3.9126, loss: 3.9126, grad_norm: 1.9834 2020-07-24 11:14:28,387 - mmaction - INFO - Epoch [24][3740/3757] lr: 9.603e-02, eta: 4 days, 19:00:53, time: 0.611, data_time: 0.001, memory: 5237, top1_acc: 0.1984, top5_acc: 0.4352, loss_cls: 3.8627, loss: 3.8627, grad_norm: 1.9376 2020-07-24 11:18:43,617 - mmaction - INFO - Epoch [25][20/3757] lr: 9.568e-02, eta: 4 days, 19:23:10, time: 11.800, data_time: 10.996, memory: 5237, top1_acc: 0.1836, top5_acc: 0.4102, loss_cls: 3.8561, loss: 3.8561, grad_norm: 1.9098 2020-07-24 11:18:58,378 - mmaction - INFO - Epoch [25][40/3757] lr: 9.568e-02, eta: 4 days, 19:23:00, time: 0.739, data_time: 0.003, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4266, loss_cls: 3.8646, loss: 3.8646, grad_norm: 1.9458 2020-07-24 11:19:12,688 - mmaction - INFO - Epoch [25][60/3757] lr: 9.568e-02, eta: 4 days, 19:22:47, time: 0.714, data_time: 0.001, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4188, loss_cls: 3.8673, loss: 3.8673, grad_norm: 1.9316 2020-07-24 11:19:26,457 - mmaction - INFO - Epoch [25][80/3757] lr: 9.568e-02, eta: 4 days, 19:22:30, time: 0.689, data_time: 0.002, memory: 5237, top1_acc: 0.2039, top5_acc: 0.4297, loss_cls: 3.8568, loss: 3.8568, grad_norm: 1.9580 2020-07-24 11:19:39,837 - mmaction - INFO - Epoch [25][100/3757] lr: 9.568e-02, eta: 4 days, 19:22:11, time: 0.669, data_time: 0.002, memory: 5237, top1_acc: 0.2094, top5_acc: 0.4273, loss_cls: 3.8563, loss: 3.8563, grad_norm: 1.9568 2020-07-24 11:19:53,730 - mmaction - INFO - Epoch [25][120/3757] lr: 9.568e-02, eta: 4 days, 19:21:55, time: 0.694, data_time: 0.001, memory: 5237, top1_acc: 0.2102, top5_acc: 0.4219, loss_cls: 3.8399, loss: 3.8399, grad_norm: 1.9013 2020-07-24 11:20:07,089 - mmaction - INFO - Epoch [25][140/3757] lr: 9.568e-02, eta: 4 days, 19:21:35, time: 0.668, data_time: 0.002, memory: 5237, top1_acc: 0.2094, top5_acc: 0.4500, loss_cls: 3.7857, loss: 3.7857, grad_norm: 1.9314 2020-07-24 11:20:21,711 - mmaction - INFO - Epoch [25][160/3757] lr: 9.568e-02, eta: 4 days, 19:21:24, time: 0.730, data_time: 0.001, memory: 5237, top1_acc: 0.1852, top5_acc: 0.4320, loss_cls: 3.9038, loss: 3.9038, grad_norm: 1.9402 2020-07-24 11:20:34,146 - mmaction - INFO - Epoch [25][180/3757] lr: 9.568e-02, eta: 4 days, 19:20:58, time: 0.621, data_time: 0.002, memory: 5237, top1_acc: 0.2023, top5_acc: 0.4383, loss_cls: 3.8353, loss: 3.8353, grad_norm: 1.9124 2020-07-24 11:20:46,295 - mmaction - INFO - Epoch [25][200/3757] lr: 9.568e-02, eta: 4 days, 19:20:31, time: 0.608, data_time: 0.002, memory: 5237, top1_acc: 0.2000, top5_acc: 0.4289, loss_cls: 3.8271, loss: 3.8271, grad_norm: 1.8799 2020-07-24 11:20:58,763 - mmaction - INFO - Epoch [25][220/3757] lr: 9.568e-02, eta: 4 days, 19:20:06, time: 0.623, data_time: 0.002, memory: 5237, top1_acc: 0.1922, top5_acc: 0.4195, loss_cls: 3.8363, loss: 3.8363, grad_norm: 1.9448 2020-07-24 11:21:14,253 - mmaction - INFO - Epoch [25][240/3757] lr: 9.568e-02, eta: 4 days, 19:20:00, time: 0.773, data_time: 0.001, memory: 5237, top1_acc: 0.1758, top5_acc: 0.4062, loss_cls: 3.9695, loss: 3.9695, grad_norm: 1.9160 2020-07-24 11:21:27,175 - mmaction - INFO - Epoch [25][260/3757] lr: 9.568e-02, eta: 4 days, 19:19:38, time: 0.646, data_time: 0.003, memory: 5237, top1_acc: 0.1938, top5_acc: 0.4039, loss_cls: 3.9175, loss: 3.9175, grad_norm: 1.9010 2020-07-24 11:21:39,821 - mmaction - INFO - Epoch [25][280/3757] lr: 9.568e-02, eta: 4 days, 19:19:14, time: 0.634, data_time: 0.003, memory: 5237, top1_acc: 0.2055, top5_acc: 0.4414, loss_cls: 3.7800, loss: 3.7800, grad_norm: 1.9081 2020-07-24 11:21:52,359 - mmaction - INFO - Epoch [25][300/3757] lr: 9.568e-02, eta: 4 days, 19:18:49, time: 0.626, data_time: 0.001, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4305, loss_cls: 3.9353, loss: 3.9353, grad_norm: 1.9940 2020-07-24 11:22:05,441 - mmaction - INFO - Epoch [25][320/3757] lr: 9.568e-02, eta: 4 days, 19:18:28, time: 0.655, data_time: 0.002, memory: 5237, top1_acc: 0.2000, top5_acc: 0.4008, loss_cls: 3.9669, loss: 3.9669, grad_norm: 1.8993 2020-07-24 11:22:18,164 - mmaction - INFO - Epoch [25][340/3757] lr: 9.568e-02, eta: 4 days, 19:18:04, time: 0.636, data_time: 0.001, memory: 5237, top1_acc: 0.1953, top5_acc: 0.4078, loss_cls: 3.8455, loss: 3.8455, grad_norm: 1.9043 2020-07-24 11:22:31,879 - mmaction - INFO - Epoch [25][360/3757] lr: 9.568e-02, eta: 4 days, 19:17:47, time: 0.685, data_time: 0.001, memory: 5237, top1_acc: 0.1977, top5_acc: 0.4273, loss_cls: 3.8845, loss: 3.8845, grad_norm: 1.9555 2020-07-24 11:22:44,680 - mmaction - INFO - Epoch [25][380/3757] lr: 9.568e-02, eta: 4 days, 19:17:24, time: 0.640, data_time: 0.002, memory: 5237, top1_acc: 0.2031, top5_acc: 0.4195, loss_cls: 3.9249, loss: 3.9249, grad_norm: 1.9822 2020-07-24 11:22:57,345 - mmaction - INFO - Epoch [25][400/3757] lr: 9.568e-02, eta: 4 days, 19:17:00, time: 0.634, data_time: 0.001, memory: 5237, top1_acc: 0.1812, top5_acc: 0.4195, loss_cls: 3.9379, loss: 3.9379, grad_norm: 1.9178 2020-07-24 11:23:10,043 - mmaction - INFO - Epoch [25][420/3757] lr: 9.568e-02, eta: 4 days, 19:16:36, time: 0.634, data_time: 0.001, memory: 5237, top1_acc: 0.2039, top5_acc: 0.4250, loss_cls: 3.8758, loss: 3.8758, grad_norm: 1.9017 2020-07-24 11:23:22,832 - mmaction - INFO - Epoch [25][440/3757] lr: 9.568e-02, eta: 4 days, 19:16:13, time: 0.640, data_time: 0.001, memory: 5237, top1_acc: 0.1898, top5_acc: 0.4234, loss_cls: 3.8454, loss: 3.8454, grad_norm: 1.8920 2020-07-24 11:23:36,279 - mmaction - INFO - Epoch [25][460/3757] lr: 9.568e-02, eta: 4 days, 19:15:54, time: 0.671, data_time: 0.002, memory: 5237, top1_acc: 0.2008, top5_acc: 0.4227, loss_cls: 3.7900, loss: 3.7900, grad_norm: 1.9449 2020-07-24 11:23:48,683 - mmaction - INFO - Epoch [25][480/3757] lr: 9.568e-02, eta: 4 days, 19:15:29, time: 0.621, data_time: 0.002, memory: 5237, top1_acc: 0.1984, top5_acc: 0.4227, loss_cls: 3.8642, loss: 3.8642, grad_norm: 1.9011 2020-07-24 11:24:01,407 - mmaction - INFO - Epoch [25][500/3757] lr: 9.568e-02, eta: 4 days, 19:15:05, time: 0.636, data_time: 0.001, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4219, loss_cls: 3.8558, loss: 3.8558, grad_norm: 1.8742 2020-07-24 11:24:15,181 - mmaction - INFO - Epoch [25][520/3757] lr: 9.568e-02, eta: 4 days, 19:14:48, time: 0.688, data_time: 0.003, memory: 5237, top1_acc: 0.2117, top5_acc: 0.4453, loss_cls: 3.8446, loss: 3.8446, grad_norm: 1.9067 2020-07-24 11:24:27,297 - mmaction - INFO - Epoch [25][540/3757] lr: 9.568e-02, eta: 4 days, 19:14:21, time: 0.606, data_time: 0.002, memory: 5237, top1_acc: 0.1961, top5_acc: 0.4273, loss_cls: 3.8529, loss: 3.8529, grad_norm: 1.8940 2020-07-24 11:24:39,435 - mmaction - INFO - Epoch [25][560/3757] lr: 9.568e-02, eta: 4 days, 19:13:54, time: 0.607, data_time: 0.002, memory: 5237, top1_acc: 0.1961, top5_acc: 0.4148, loss_cls: 3.8404, loss: 3.8404, grad_norm: 1.9262 2020-07-24 11:24:51,445 - mmaction - INFO - Epoch [25][580/3757] lr: 9.568e-02, eta: 4 days, 19:13:26, time: 0.601, data_time: 0.002, memory: 5237, top1_acc: 0.1844, top5_acc: 0.4000, loss_cls: 3.9831, loss: 3.9831, grad_norm: 1.9292 2020-07-24 11:25:03,809 - mmaction - INFO - Epoch [25][600/3757] lr: 9.568e-02, eta: 4 days, 19:13:00, time: 0.618, data_time: 0.001, memory: 5237, top1_acc: 0.1844, top5_acc: 0.4172, loss_cls: 3.8746, loss: 3.8746, grad_norm: 1.9080 2020-07-24 11:25:15,896 - mmaction - INFO - Epoch [25][620/3757] lr: 9.568e-02, eta: 4 days, 19:12:32, time: 0.605, data_time: 0.001, memory: 5237, top1_acc: 0.1727, top5_acc: 0.4281, loss_cls: 3.9039, loss: 3.9039, grad_norm: 1.9060 2020-07-24 11:25:28,018 - mmaction - INFO - Epoch [25][640/3757] lr: 9.568e-02, eta: 4 days, 19:12:05, time: 0.605, data_time: 0.001, memory: 5237, top1_acc: 0.1984, top5_acc: 0.4281, loss_cls: 3.8161, loss: 3.8161, grad_norm: 1.8905 2020-07-24 11:25:40,285 - mmaction - INFO - Epoch [25][660/3757] lr: 9.568e-02, eta: 4 days, 19:11:39, time: 0.614, data_time: 0.003, memory: 5237, top1_acc: 0.1922, top5_acc: 0.4164, loss_cls: 3.8500, loss: 3.8500, grad_norm: 1.9472 2020-07-24 11:25:52,454 - mmaction - INFO - Epoch [25][680/3757] lr: 9.568e-02, eta: 4 days, 19:11:11, time: 0.608, data_time: 0.001, memory: 5237, top1_acc: 0.2031, top5_acc: 0.4477, loss_cls: 3.7985, loss: 3.7985, grad_norm: 1.9344 2020-07-24 11:26:05,041 - mmaction - INFO - Epoch [25][700/3757] lr: 9.568e-02, eta: 4 days, 19:10:47, time: 0.629, data_time: 0.002, memory: 5237, top1_acc: 0.1820, top5_acc: 0.4188, loss_cls: 3.8943, loss: 3.8943, grad_norm: 2.0318 2020-07-24 11:26:16,916 - mmaction - INFO - Epoch [25][720/3757] lr: 9.568e-02, eta: 4 days, 19:10:18, time: 0.594, data_time: 0.002, memory: 5237, top1_acc: 0.1922, top5_acc: 0.4125, loss_cls: 3.8923, loss: 3.8923, grad_norm: 1.8948 2020-07-24 11:26:29,467 - mmaction - INFO - Epoch [25][740/3757] lr: 9.568e-02, eta: 4 days, 19:09:54, time: 0.627, data_time: 0.001, memory: 5237, top1_acc: 0.1992, top5_acc: 0.4094, loss_cls: 3.9461, loss: 3.9461, grad_norm: 1.9146 2020-07-24 11:26:41,935 - mmaction - INFO - Epoch [25][760/3757] lr: 9.568e-02, eta: 4 days, 19:09:28, time: 0.623, data_time: 0.001, memory: 5237, top1_acc: 0.2031, top5_acc: 0.4195, loss_cls: 3.8636, loss: 3.8636, grad_norm: 1.9197 2020-07-24 11:26:54,651 - mmaction - INFO - Epoch [25][780/3757] lr: 9.568e-02, eta: 4 days, 19:09:05, time: 0.636, data_time: 0.002, memory: 5237, top1_acc: 0.1914, top5_acc: 0.4148, loss_cls: 3.9335, loss: 3.9335, grad_norm: 1.9657 2020-07-24 11:27:07,318 - mmaction - INFO - Epoch [25][800/3757] lr: 9.568e-02, eta: 4 days, 19:08:41, time: 0.633, data_time: 0.002, memory: 5237, top1_acc: 0.2164, top5_acc: 0.4477, loss_cls: 3.8252, loss: 3.8252, grad_norm: 1.9121 2020-07-24 11:27:19,645 - mmaction - INFO - Epoch [25][820/3757] lr: 9.568e-02, eta: 4 days, 19:08:15, time: 0.616, data_time: 0.001, memory: 5237, top1_acc: 0.2195, top5_acc: 0.4500, loss_cls: 3.7613, loss: 3.7613, grad_norm: 1.9308 2020-07-24 11:27:32,691 - mmaction - INFO - Epoch [25][840/3757] lr: 9.568e-02, eta: 4 days, 19:07:54, time: 0.652, data_time: 0.002, memory: 5237, top1_acc: 0.1898, top5_acc: 0.4133, loss_cls: 3.8957, loss: 3.8957, grad_norm: 2.0186 2020-07-24 11:27:45,082 - mmaction - INFO - Epoch [25][860/3757] lr: 9.568e-02, eta: 4 days, 19:07:28, time: 0.619, data_time: 0.002, memory: 5237, top1_acc: 0.2000, top5_acc: 0.4297, loss_cls: 3.8653, loss: 3.8653, grad_norm: 1.9514 2020-07-24 11:27:57,617 - mmaction - INFO - Epoch [25][880/3757] lr: 9.568e-02, eta: 4 days, 19:07:04, time: 0.627, data_time: 0.002, memory: 5237, top1_acc: 0.1891, top5_acc: 0.4148, loss_cls: 3.9204, loss: 3.9204, grad_norm: 1.9344 2020-07-24 11:28:11,024 - mmaction - INFO - Epoch [25][900/3757] lr: 9.568e-02, eta: 4 days, 19:06:45, time: 0.670, data_time: 0.002, memory: 5237, top1_acc: 0.1844, top5_acc: 0.3984, loss_cls: 3.9886, loss: 3.9886, grad_norm: 1.9560 2020-07-24 11:28:23,228 - mmaction - INFO - Epoch [25][920/3757] lr: 9.568e-02, eta: 4 days, 19:06:18, time: 0.610, data_time: 0.002, memory: 5237, top1_acc: 0.1938, top5_acc: 0.4227, loss_cls: 3.8926, loss: 3.8926, grad_norm: 1.9103 2020-07-24 11:28:36,392 - mmaction - INFO - Epoch [25][940/3757] lr: 9.568e-02, eta: 4 days, 19:05:57, time: 0.659, data_time: 0.002, memory: 5237, top1_acc: 0.1789, top5_acc: 0.4344, loss_cls: 3.8369, loss: 3.8369, grad_norm: 1.9691 2020-07-24 11:28:49,198 - mmaction - INFO - Epoch [25][960/3757] lr: 9.568e-02, eta: 4 days, 19:05:35, time: 0.641, data_time: 0.003, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4156, loss_cls: 3.8618, loss: 3.8618, grad_norm: 1.9263 2020-07-24 11:29:01,720 - mmaction - INFO - Epoch [25][980/3757] lr: 9.568e-02, eta: 4 days, 19:05:10, time: 0.625, data_time: 0.001, memory: 5237, top1_acc: 0.1922, top5_acc: 0.4016, loss_cls: 3.9516, loss: 3.9516, grad_norm: 1.9145 2020-07-24 11:29:14,399 - mmaction - INFO - Epoch [25][1000/3757] lr: 9.568e-02, eta: 4 days, 19:04:46, time: 0.634, data_time: 0.002, memory: 5237, top1_acc: 0.1875, top5_acc: 0.4195, loss_cls: 3.8954, loss: 3.8954, grad_norm: 1.9118 2020-07-24 11:29:26,916 - mmaction - INFO - Epoch [25][1020/3757] lr: 9.568e-02, eta: 4 days, 19:04:21, time: 0.626, data_time: 0.002, memory: 5237, top1_acc: 0.2047, top5_acc: 0.4516, loss_cls: 3.7844, loss: 3.7844, grad_norm: 1.9061 2020-07-24 11:29:39,807 - mmaction - INFO - Epoch [25][1040/3757] lr: 9.568e-02, eta: 4 days, 19:03:59, time: 0.645, data_time: 0.002, memory: 5237, top1_acc: 0.1891, top5_acc: 0.4023, loss_cls: 3.9392, loss: 3.9392, grad_norm: 1.9864 2020-07-24 11:29:52,157 - mmaction - INFO - Epoch [25][1060/3757] lr: 9.568e-02, eta: 4 days, 19:03:33, time: 0.617, data_time: 0.001, memory: 5237, top1_acc: 0.2125, top5_acc: 0.4273, loss_cls: 3.7818, loss: 3.7818, grad_norm: 1.9089 2020-07-24 11:30:05,099 - mmaction - INFO - Epoch [25][1080/3757] lr: 9.568e-02, eta: 4 days, 19:03:11, time: 0.647, data_time: 0.001, memory: 5237, top1_acc: 0.1852, top5_acc: 0.4281, loss_cls: 3.8444, loss: 3.8444, grad_norm: 1.9413 2020-07-24 11:30:17,213 - mmaction - INFO - Epoch [25][1100/3757] lr: 9.568e-02, eta: 4 days, 19:02:44, time: 0.605, data_time: 0.002, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4266, loss_cls: 3.9100, loss: 3.9100, grad_norm: 1.9641 2020-07-24 11:30:29,902 - mmaction - INFO - Epoch [25][1120/3757] lr: 9.568e-02, eta: 4 days, 19:02:20, time: 0.634, data_time: 0.002, memory: 5237, top1_acc: 0.1984, top5_acc: 0.4266, loss_cls: 3.8815, loss: 3.8815, grad_norm: 1.9036 2020-07-24 11:30:42,253 - mmaction - INFO - Epoch [25][1140/3757] lr: 9.568e-02, eta: 4 days, 19:01:55, time: 0.618, data_time: 0.002, memory: 5237, top1_acc: 0.2008, top5_acc: 0.4367, loss_cls: 3.8313, loss: 3.8313, grad_norm: 1.8995 2020-07-24 11:30:55,039 - mmaction - INFO - Epoch [25][1160/3757] lr: 9.568e-02, eta: 4 days, 19:01:32, time: 0.639, data_time: 0.002, memory: 5237, top1_acc: 0.1938, top5_acc: 0.4195, loss_cls: 3.9574, loss: 3.9574, grad_norm: 1.9789 2020-07-24 11:31:07,315 - mmaction - INFO - Epoch [25][1180/3757] lr: 9.568e-02, eta: 4 days, 19:01:06, time: 0.613, data_time: 0.001, memory: 5237, top1_acc: 0.1875, top5_acc: 0.4289, loss_cls: 3.8276, loss: 3.8276, grad_norm: 1.9152 2020-07-24 11:31:19,685 - mmaction - INFO - Epoch [25][1200/3757] lr: 9.568e-02, eta: 4 days, 19:00:40, time: 0.619, data_time: 0.002, memory: 5237, top1_acc: 0.1766, top5_acc: 0.4016, loss_cls: 3.8997, loss: 3.8997, grad_norm: 1.9385 2020-07-24 11:31:32,761 - mmaction - INFO - Epoch [25][1220/3757] lr: 9.568e-02, eta: 4 days, 19:00:19, time: 0.652, data_time: 0.002, memory: 5237, top1_acc: 0.2062, top5_acc: 0.4055, loss_cls: 3.8842, loss: 3.8842, grad_norm: 1.9038 2020-07-24 11:31:45,314 - mmaction - INFO - Epoch [25][1240/3757] lr: 9.568e-02, eta: 4 days, 18:59:54, time: 0.629, data_time: 0.003, memory: 5237, top1_acc: 0.1875, top5_acc: 0.4172, loss_cls: 3.8855, loss: 3.8855, grad_norm: 1.9082 2020-07-24 11:31:57,726 - mmaction - INFO - Epoch [25][1260/3757] lr: 9.568e-02, eta: 4 days, 18:59:29, time: 0.620, data_time: 0.001, memory: 5237, top1_acc: 0.1797, top5_acc: 0.4172, loss_cls: 3.8722, loss: 3.8722, grad_norm: 1.9130 2020-07-24 11:32:09,796 - mmaction - INFO - Epoch [25][1280/3757] lr: 9.568e-02, eta: 4 days, 18:59:02, time: 0.603, data_time: 0.003, memory: 5237, top1_acc: 0.1867, top5_acc: 0.4180, loss_cls: 3.8908, loss: 3.8908, grad_norm: 1.8631 2020-07-24 11:32:21,801 - mmaction - INFO - Epoch [25][1300/3757] lr: 9.568e-02, eta: 4 days, 18:58:34, time: 0.601, data_time: 0.002, memory: 5237, top1_acc: 0.1938, top5_acc: 0.4219, loss_cls: 3.8262, loss: 3.8262, grad_norm: 1.8651 2020-07-24 11:32:34,840 - mmaction - INFO - Epoch [25][1320/3757] lr: 9.568e-02, eta: 4 days, 18:58:12, time: 0.652, data_time: 0.002, memory: 5237, top1_acc: 0.1797, top5_acc: 0.4141, loss_cls: 3.9487, loss: 3.9487, grad_norm: 1.9339 2020-07-24 11:32:47,809 - mmaction - INFO - Epoch [25][1340/3757] lr: 9.568e-02, eta: 4 days, 18:57:51, time: 0.649, data_time: 0.002, memory: 5237, top1_acc: 0.1805, top5_acc: 0.4203, loss_cls: 3.8864, loss: 3.8864, grad_norm: 1.8817 2020-07-24 11:33:00,634 - mmaction - INFO - Epoch [25][1360/3757] lr: 9.568e-02, eta: 4 days, 18:57:28, time: 0.641, data_time: 0.002, memory: 5237, top1_acc: 0.1953, top5_acc: 0.4391, loss_cls: 3.8667, loss: 3.8667, grad_norm: 1.9272 2020-07-24 11:33:12,898 - mmaction - INFO - Epoch [25][1380/3757] lr: 9.568e-02, eta: 4 days, 18:57:02, time: 0.613, data_time: 0.002, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4156, loss_cls: 3.8883, loss: 3.8883, grad_norm: 1.9739 2020-07-24 11:33:25,416 - mmaction - INFO - Epoch [25][1400/3757] lr: 9.568e-02, eta: 4 days, 18:56:37, time: 0.626, data_time: 0.003, memory: 5237, top1_acc: 0.1805, top5_acc: 0.3844, loss_cls: 3.9947, loss: 3.9947, grad_norm: 1.9248 2020-07-24 11:33:37,985 - mmaction - INFO - Epoch [25][1420/3757] lr: 9.568e-02, eta: 4 days, 18:56:13, time: 0.630, data_time: 0.003, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4031, loss_cls: 3.8714, loss: 3.8714, grad_norm: 1.8975 2020-07-24 11:33:50,211 - mmaction - INFO - Epoch [25][1440/3757] lr: 9.568e-02, eta: 4 days, 18:55:46, time: 0.611, data_time: 0.002, memory: 5237, top1_acc: 0.1914, top5_acc: 0.3984, loss_cls: 3.9799, loss: 3.9799, grad_norm: 1.9109 2020-07-24 11:34:03,001 - mmaction - INFO - Epoch [25][1460/3757] lr: 9.568e-02, eta: 4 days, 18:55:24, time: 0.640, data_time: 0.002, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4180, loss_cls: 3.8925, loss: 3.8925, grad_norm: 1.8505 2020-07-24 11:34:15,158 - mmaction - INFO - Epoch [25][1480/3757] lr: 9.568e-02, eta: 4 days, 18:54:57, time: 0.608, data_time: 0.002, memory: 5237, top1_acc: 0.1805, top5_acc: 0.4242, loss_cls: 3.8615, loss: 3.8615, grad_norm: 1.8501 2020-07-24 11:34:28,545 - mmaction - INFO - Epoch [25][1500/3757] lr: 9.568e-02, eta: 4 days, 18:54:38, time: 0.670, data_time: 0.002, memory: 5237, top1_acc: 0.1992, top5_acc: 0.4328, loss_cls: 3.8542, loss: 3.8542, grad_norm: 1.8878 2020-07-24 11:34:41,116 - mmaction - INFO - Epoch [25][1520/3757] lr: 9.568e-02, eta: 4 days, 18:54:13, time: 0.628, data_time: 0.001, memory: 5237, top1_acc: 0.2117, top5_acc: 0.4375, loss_cls: 3.8166, loss: 3.8166, grad_norm: 1.9477 2020-07-24 11:34:53,699 - mmaction - INFO - Epoch [25][1540/3757] lr: 9.568e-02, eta: 4 days, 18:53:49, time: 0.629, data_time: 0.002, memory: 5237, top1_acc: 0.1906, top5_acc: 0.4273, loss_cls: 3.8878, loss: 3.8878, grad_norm: 1.8980 2020-07-24 11:35:06,484 - mmaction - INFO - Epoch [25][1560/3757] lr: 9.568e-02, eta: 4 days, 18:53:26, time: 0.640, data_time: 0.002, memory: 5237, top1_acc: 0.1953, top5_acc: 0.4211, loss_cls: 3.9021, loss: 3.9021, grad_norm: 1.8940 2020-07-24 11:35:18,878 - mmaction - INFO - Epoch [25][1580/3757] lr: 9.568e-02, eta: 4 days, 18:53:01, time: 0.619, data_time: 0.001, memory: 5237, top1_acc: 0.2031, top5_acc: 0.4266, loss_cls: 3.8500, loss: 3.8500, grad_norm: 1.9174 2020-07-24 11:35:31,957 - mmaction - INFO - Epoch [25][1600/3757] lr: 9.568e-02, eta: 4 days, 18:52:40, time: 0.654, data_time: 0.002, memory: 5237, top1_acc: 0.1891, top5_acc: 0.4016, loss_cls: 3.9262, loss: 3.9262, grad_norm: 1.9172 2020-07-24 11:35:44,157 - mmaction - INFO - Epoch [25][1620/3757] lr: 9.568e-02, eta: 4 days, 18:52:14, time: 0.611, data_time: 0.002, memory: 5237, top1_acc: 0.2055, top5_acc: 0.4273, loss_cls: 3.8011, loss: 3.8011, grad_norm: 1.9270 2020-07-24 11:35:56,893 - mmaction - INFO - Epoch [25][1640/3757] lr: 9.568e-02, eta: 4 days, 18:51:50, time: 0.637, data_time: 0.001, memory: 5237, top1_acc: 0.2000, top5_acc: 0.4391, loss_cls: 3.8045, loss: 3.8045, grad_norm: 1.9586 2020-07-24 11:36:09,746 - mmaction - INFO - Epoch [25][1660/3757] lr: 9.568e-02, eta: 4 days, 18:51:28, time: 0.642, data_time: 0.002, memory: 5237, top1_acc: 0.1844, top5_acc: 0.4141, loss_cls: 3.8825, loss: 3.8825, grad_norm: 2.0060 2020-07-24 11:36:22,049 - mmaction - INFO - Epoch [25][1680/3757] lr: 9.568e-02, eta: 4 days, 18:51:02, time: 0.615, data_time: 0.002, memory: 5237, top1_acc: 0.1984, top5_acc: 0.4289, loss_cls: 3.8713, loss: 3.8713, grad_norm: 1.9759 2020-07-24 11:36:35,176 - mmaction - INFO - Epoch [25][1700/3757] lr: 9.568e-02, eta: 4 days, 18:50:41, time: 0.657, data_time: 0.003, memory: 5237, top1_acc: 0.1805, top5_acc: 0.3953, loss_cls: 3.9593, loss: 3.9593, grad_norm: 1.9274 2020-07-24 11:36:49,464 - mmaction - INFO - Epoch [25][1720/3757] lr: 9.568e-02, eta: 4 days, 18:50:28, time: 0.714, data_time: 0.002, memory: 5237, top1_acc: 0.1797, top5_acc: 0.4070, loss_cls: 3.9842, loss: 3.9842, grad_norm: 1.8839 2020-07-24 11:37:02,793 - mmaction - INFO - Epoch [25][1740/3757] lr: 9.568e-02, eta: 4 days, 18:50:09, time: 0.667, data_time: 0.002, memory: 5237, top1_acc: 0.1938, top5_acc: 0.4320, loss_cls: 3.9285, loss: 3.9285, grad_norm: 1.8637 2020-07-24 11:37:16,920 - mmaction - INFO - Epoch [25][1760/3757] lr: 9.568e-02, eta: 4 days, 18:49:54, time: 0.705, data_time: 0.001, memory: 5237, top1_acc: 0.1859, top5_acc: 0.4062, loss_cls: 3.9465, loss: 3.9465, grad_norm: 1.9127 2020-07-24 11:37:29,848 - mmaction - INFO - Epoch [25][1780/3757] lr: 9.568e-02, eta: 4 days, 18:49:33, time: 0.647, data_time: 0.002, memory: 5237, top1_acc: 0.1766, top5_acc: 0.4297, loss_cls: 3.9559, loss: 3.9559, grad_norm: 1.9387 2020-07-24 11:37:43,153 - mmaction - INFO - Epoch [25][1800/3757] lr: 9.568e-02, eta: 4 days, 18:49:13, time: 0.665, data_time: 0.001, memory: 5237, top1_acc: 0.1891, top5_acc: 0.4195, loss_cls: 3.8791, loss: 3.8791, grad_norm: 1.9241 2020-07-24 11:37:56,383 - mmaction - INFO - Epoch [25][1820/3757] lr: 9.568e-02, eta: 4 days, 18:48:53, time: 0.660, data_time: 0.002, memory: 5237, top1_acc: 0.1898, top5_acc: 0.4219, loss_cls: 3.9014, loss: 3.9014, grad_norm: 1.8894 2020-07-24 11:38:09,231 - mmaction - INFO - Epoch [25][1840/3757] lr: 9.568e-02, eta: 4 days, 18:48:31, time: 0.645, data_time: 0.004, memory: 5237, top1_acc: 0.1984, top5_acc: 0.4320, loss_cls: 3.8209, loss: 3.8209, grad_norm: 1.8758 2020-07-24 11:38:22,559 - mmaction - INFO - Epoch [25][1860/3757] lr: 9.568e-02, eta: 4 days, 18:48:11, time: 0.666, data_time: 0.001, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4039, loss_cls: 3.9177, loss: 3.9177, grad_norm: 1.9202 2020-07-24 11:38:35,129 - mmaction - INFO - Epoch [25][1880/3757] lr: 9.568e-02, eta: 4 days, 18:47:47, time: 0.629, data_time: 0.002, memory: 5237, top1_acc: 0.1891, top5_acc: 0.4211, loss_cls: 3.8293, loss: 3.8293, grad_norm: 1.8627 2020-07-24 11:38:47,993 - mmaction - INFO - Epoch [25][1900/3757] lr: 9.568e-02, eta: 4 days, 18:47:25, time: 0.643, data_time: 0.002, memory: 5237, top1_acc: 0.1938, top5_acc: 0.4484, loss_cls: 3.8816, loss: 3.8816, grad_norm: 1.9477 2020-07-24 11:39:01,196 - mmaction - INFO - Epoch [25][1920/3757] lr: 9.568e-02, eta: 4 days, 18:47:05, time: 0.661, data_time: 0.002, memory: 5237, top1_acc: 0.2016, top5_acc: 0.4352, loss_cls: 3.7707, loss: 3.7707, grad_norm: 1.8938 2020-07-24 11:39:14,249 - mmaction - INFO - Epoch [25][1940/3757] lr: 9.568e-02, eta: 4 days, 18:46:43, time: 0.652, data_time: 0.002, memory: 5237, top1_acc: 0.2031, top5_acc: 0.4281, loss_cls: 3.8449, loss: 3.8449, grad_norm: 1.9754 2020-07-24 11:39:27,650 - mmaction - INFO - Epoch [25][1960/3757] lr: 9.568e-02, eta: 4 days, 18:46:25, time: 0.670, data_time: 0.003, memory: 5237, top1_acc: 0.1648, top5_acc: 0.4320, loss_cls: 3.8942, loss: 3.8942, grad_norm: 1.9426 2020-07-24 11:39:40,098 - mmaction - INFO - Epoch [25][1980/3757] lr: 9.568e-02, eta: 4 days, 18:46:00, time: 0.623, data_time: 0.002, memory: 5237, top1_acc: 0.2016, top5_acc: 0.4180, loss_cls: 3.8361, loss: 3.8361, grad_norm: 1.8599 2020-07-24 11:39:53,999 - mmaction - INFO - Epoch [25][2000/3757] lr: 9.568e-02, eta: 4 days, 18:45:44, time: 0.695, data_time: 0.002, memory: 5237, top1_acc: 0.1859, top5_acc: 0.4117, loss_cls: 3.9191, loss: 3.9191, grad_norm: 1.8970 2020-07-24 11:40:08,653 - mmaction - INFO - Epoch [25][2020/3757] lr: 9.568e-02, eta: 4 days, 18:45:33, time: 0.733, data_time: 0.003, memory: 5237, top1_acc: 0.1984, top5_acc: 0.4281, loss_cls: 3.8416, loss: 3.8416, grad_norm: 1.8846 2020-07-24 11:40:22,033 - mmaction - INFO - Epoch [25][2040/3757] lr: 9.568e-02, eta: 4 days, 18:45:14, time: 0.668, data_time: 0.002, memory: 5237, top1_acc: 0.1914, top5_acc: 0.4320, loss_cls: 3.8794, loss: 3.8794, grad_norm: 1.9602 2020-07-24 11:40:35,774 - mmaction - INFO - Epoch [25][2060/3757] lr: 9.568e-02, eta: 4 days, 18:44:57, time: 0.688, data_time: 0.003, memory: 5237, top1_acc: 0.1648, top5_acc: 0.4008, loss_cls: 3.9497, loss: 3.9497, grad_norm: 1.9250 2020-07-24 11:40:48,548 - mmaction - INFO - Epoch [25][2080/3757] lr: 9.568e-02, eta: 4 days, 18:44:35, time: 0.639, data_time: 0.002, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4313, loss_cls: 3.8503, loss: 3.8503, grad_norm: 1.9064 2020-07-24 11:41:02,230 - mmaction - INFO - Epoch [25][2100/3757] lr: 9.568e-02, eta: 4 days, 18:44:17, time: 0.684, data_time: 0.001, memory: 5237, top1_acc: 0.1977, top5_acc: 0.4203, loss_cls: 3.8704, loss: 3.8704, grad_norm: 1.8959 2020-07-24 11:41:15,176 - mmaction - INFO - Epoch [25][2120/3757] lr: 9.568e-02, eta: 4 days, 18:43:56, time: 0.647, data_time: 0.002, memory: 5237, top1_acc: 0.1773, top5_acc: 0.4148, loss_cls: 3.9721, loss: 3.9721, grad_norm: 1.9082 2020-07-24 11:41:28,739 - mmaction - INFO - Epoch [25][2140/3757] lr: 9.568e-02, eta: 4 days, 18:43:38, time: 0.678, data_time: 0.002, memory: 5237, top1_acc: 0.1961, top5_acc: 0.4102, loss_cls: 3.9216, loss: 3.9216, grad_norm: 1.9430 2020-07-24 11:41:42,743 - mmaction - INFO - Epoch [25][2160/3757] lr: 9.568e-02, eta: 4 days, 18:43:23, time: 0.700, data_time: 0.002, memory: 5237, top1_acc: 0.1922, top5_acc: 0.4031, loss_cls: 3.9070, loss: 3.9070, grad_norm: 1.8889 2020-07-24 11:41:56,556 - mmaction - INFO - Epoch [25][2180/3757] lr: 9.568e-02, eta: 4 days, 18:43:07, time: 0.691, data_time: 0.002, memory: 5237, top1_acc: 0.1953, top5_acc: 0.4250, loss_cls: 3.8750, loss: 3.8750, grad_norm: 1.9030 2020-07-24 11:42:10,700 - mmaction - INFO - Epoch [25][2200/3757] lr: 9.568e-02, eta: 4 days, 18:42:52, time: 0.707, data_time: 0.002, memory: 5237, top1_acc: 0.1898, top5_acc: 0.4320, loss_cls: 3.8417, loss: 3.8417, grad_norm: 1.8982 2020-07-24 11:42:23,914 - mmaction - INFO - Epoch [25][2220/3757] lr: 9.568e-02, eta: 4 days, 18:42:32, time: 0.660, data_time: 0.002, memory: 5237, top1_acc: 0.1977, top5_acc: 0.4289, loss_cls: 3.8711, loss: 3.8711, grad_norm: 1.9177 2020-07-24 11:42:37,762 - mmaction - INFO - Epoch [25][2240/3757] lr: 9.568e-02, eta: 4 days, 18:42:16, time: 0.692, data_time: 0.002, memory: 5237, top1_acc: 0.1984, top5_acc: 0.4297, loss_cls: 3.8694, loss: 3.8694, grad_norm: 1.9641 2020-07-24 11:42:50,515 - mmaction - INFO - Epoch [25][2260/3757] lr: 9.568e-02, eta: 4 days, 18:41:53, time: 0.638, data_time: 0.002, memory: 5237, top1_acc: 0.1875, top5_acc: 0.4164, loss_cls: 3.9545, loss: 3.9545, grad_norm: 1.9732 2020-07-24 11:43:03,723 - mmaction - INFO - Epoch [25][2280/3757] lr: 9.568e-02, eta: 4 days, 18:41:33, time: 0.660, data_time: 0.002, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4094, loss_cls: 3.9089, loss: 3.9089, grad_norm: 1.9210 2020-07-24 11:43:17,249 - mmaction - INFO - Epoch [25][2300/3757] lr: 9.568e-02, eta: 4 days, 18:41:15, time: 0.677, data_time: 0.003, memory: 5237, top1_acc: 0.1867, top5_acc: 0.4086, loss_cls: 3.9012, loss: 3.9012, grad_norm: 1.9493 2020-07-24 11:43:30,377 - mmaction - INFO - Epoch [25][2320/3757] lr: 9.568e-02, eta: 4 days, 18:40:55, time: 0.656, data_time: 0.002, memory: 5237, top1_acc: 0.1781, top5_acc: 0.4078, loss_cls: 3.8993, loss: 3.8993, grad_norm: 1.9568 2020-07-24 11:43:43,009 - mmaction - INFO - Epoch [25][2340/3757] lr: 9.568e-02, eta: 4 days, 18:40:31, time: 0.632, data_time: 0.003, memory: 5237, top1_acc: 0.2000, top5_acc: 0.4273, loss_cls: 3.8043, loss: 3.8043, grad_norm: 1.9094 2020-07-24 11:43:56,882 - mmaction - INFO - Epoch [25][2360/3757] lr: 9.568e-02, eta: 4 days, 18:40:15, time: 0.693, data_time: 0.002, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4227, loss_cls: 3.9279, loss: 3.9279, grad_norm: 1.9099 2020-07-24 11:44:10,340 - mmaction - INFO - Epoch [25][2380/3757] lr: 9.568e-02, eta: 4 days, 18:39:57, time: 0.673, data_time: 0.002, memory: 5237, top1_acc: 0.1984, top5_acc: 0.4289, loss_cls: 3.8788, loss: 3.8788, grad_norm: 1.8776 2020-07-24 11:44:24,034 - mmaction - INFO - Epoch [25][2400/3757] lr: 9.568e-02, eta: 4 days, 18:39:40, time: 0.685, data_time: 0.002, memory: 5237, top1_acc: 0.2000, top5_acc: 0.4328, loss_cls: 3.7694, loss: 3.7694, grad_norm: 1.8911 2020-07-24 11:44:39,101 - mmaction - INFO - Epoch [25][2420/3757] lr: 9.568e-02, eta: 4 days, 18:39:31, time: 0.753, data_time: 0.002, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4297, loss_cls: 3.8553, loss: 3.8553, grad_norm: 1.9687 2020-07-24 11:44:52,445 - mmaction - INFO - Epoch [25][2440/3757] lr: 9.568e-02, eta: 4 days, 18:39:12, time: 0.667, data_time: 0.002, memory: 5237, top1_acc: 0.1766, top5_acc: 0.4117, loss_cls: 3.9676, loss: 3.9676, grad_norm: 1.9405 2020-07-24 11:45:06,783 - mmaction - INFO - Epoch [25][2460/3757] lr: 9.568e-02, eta: 4 days, 18:38:59, time: 0.716, data_time: 0.003, memory: 5237, top1_acc: 0.2047, top5_acc: 0.4367, loss_cls: 3.8091, loss: 3.8091, grad_norm: 1.9358 2020-07-24 11:45:19,126 - mmaction - INFO - Epoch [25][2480/3757] lr: 9.568e-02, eta: 4 days, 18:38:34, time: 0.618, data_time: 0.002, memory: 5237, top1_acc: 0.1828, top5_acc: 0.4055, loss_cls: 3.9728, loss: 3.9728, grad_norm: 1.9176 2020-07-24 11:45:31,809 - mmaction - INFO - Epoch [25][2500/3757] lr: 9.568e-02, eta: 4 days, 18:38:10, time: 0.633, data_time: 0.001, memory: 5237, top1_acc: 0.2141, top5_acc: 0.4234, loss_cls: 3.8480, loss: 3.8480, grad_norm: 1.8897 2020-07-24 11:45:44,449 - mmaction - INFO - Epoch [25][2520/3757] lr: 9.568e-02, eta: 4 days, 18:37:47, time: 0.632, data_time: 0.002, memory: 5237, top1_acc: 0.2094, top5_acc: 0.4500, loss_cls: 3.7616, loss: 3.7616, grad_norm: 1.9441 2020-07-24 11:45:57,312 - mmaction - INFO - Epoch [25][2540/3757] lr: 9.568e-02, eta: 4 days, 18:37:25, time: 0.643, data_time: 0.002, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4039, loss_cls: 3.9261, loss: 3.9261, grad_norm: 1.9879 2020-07-24 11:46:10,197 - mmaction - INFO - Epoch [25][2560/3757] lr: 9.568e-02, eta: 4 days, 18:37:03, time: 0.644, data_time: 0.001, memory: 5237, top1_acc: 0.1742, top5_acc: 0.4000, loss_cls: 3.9694, loss: 3.9694, grad_norm: 1.8874 2020-07-24 11:46:23,182 - mmaction - INFO - Epoch [25][2580/3757] lr: 9.568e-02, eta: 4 days, 18:36:41, time: 0.650, data_time: 0.002, memory: 5237, top1_acc: 0.2203, top5_acc: 0.4469, loss_cls: 3.8005, loss: 3.8005, grad_norm: 1.9095 2020-07-24 11:46:35,700 - mmaction - INFO - Epoch [25][2600/3757] lr: 9.568e-02, eta: 4 days, 18:36:17, time: 0.625, data_time: 0.002, memory: 5237, top1_acc: 0.1961, top5_acc: 0.4453, loss_cls: 3.8694, loss: 3.8694, grad_norm: 1.9133 2020-07-24 11:46:49,495 - mmaction - INFO - Epoch [25][2620/3757] lr: 9.568e-02, eta: 4 days, 18:36:01, time: 0.690, data_time: 0.002, memory: 5237, top1_acc: 0.2016, top5_acc: 0.4352, loss_cls: 3.8577, loss: 3.8577, grad_norm: 1.9054 2020-07-24 11:47:02,499 - mmaction - INFO - Epoch [25][2640/3757] lr: 9.568e-02, eta: 4 days, 18:35:39, time: 0.650, data_time: 0.003, memory: 5237, top1_acc: 0.2133, top5_acc: 0.4344, loss_cls: 3.8309, loss: 3.8309, grad_norm: 1.9296 2020-07-24 11:47:15,458 - mmaction - INFO - Epoch [25][2660/3757] lr: 9.568e-02, eta: 4 days, 18:35:18, time: 0.647, data_time: 0.001, memory: 5237, top1_acc: 0.1984, top5_acc: 0.4242, loss_cls: 3.8114, loss: 3.8114, grad_norm: 1.9209 2020-07-24 11:47:28,296 - mmaction - INFO - Epoch [25][2680/3757] lr: 9.568e-02, eta: 4 days, 18:34:55, time: 0.642, data_time: 0.002, memory: 5237, top1_acc: 0.1922, top5_acc: 0.4086, loss_cls: 3.8955, loss: 3.8955, grad_norm: 1.9669 2020-07-24 11:47:43,429 - mmaction - INFO - Epoch [25][2700/3757] lr: 9.568e-02, eta: 4 days, 18:34:47, time: 0.757, data_time: 0.003, memory: 5237, top1_acc: 0.1812, top5_acc: 0.4289, loss_cls: 3.8648, loss: 3.8648, grad_norm: 1.9371 2020-07-24 11:47:56,972 - mmaction - INFO - Epoch [25][2720/3757] lr: 9.568e-02, eta: 4 days, 18:34:30, time: 0.678, data_time: 0.003, memory: 5237, top1_acc: 0.2141, top5_acc: 0.4453, loss_cls: 3.7841, loss: 3.7841, grad_norm: 1.9295 2020-07-24 11:48:09,885 - mmaction - INFO - Epoch [25][2740/3757] lr: 9.568e-02, eta: 4 days, 18:34:08, time: 0.645, data_time: 0.001, memory: 5237, top1_acc: 0.1867, top5_acc: 0.4203, loss_cls: 3.8573, loss: 3.8573, grad_norm: 1.9838 2020-07-24 11:48:23,635 - mmaction - INFO - Epoch [25][2760/3757] lr: 9.568e-02, eta: 4 days, 18:33:51, time: 0.687, data_time: 0.002, memory: 5237, top1_acc: 0.1836, top5_acc: 0.4219, loss_cls: 3.8765, loss: 3.8765, grad_norm: 1.9440 2020-07-24 11:48:38,171 - mmaction - INFO - Epoch [25][2780/3757] lr: 9.568e-02, eta: 4 days, 18:33:39, time: 0.726, data_time: 0.002, memory: 5237, top1_acc: 0.2008, top5_acc: 0.4234, loss_cls: 3.8542, loss: 3.8542, grad_norm: 1.9287 2020-07-24 11:48:51,724 - mmaction - INFO - Epoch [25][2800/3757] lr: 9.568e-02, eta: 4 days, 18:33:22, time: 0.679, data_time: 0.003, memory: 5237, top1_acc: 0.1859, top5_acc: 0.4164, loss_cls: 3.8607, loss: 3.8607, grad_norm: 1.9321 2020-07-24 11:49:04,908 - mmaction - INFO - Epoch [25][2820/3757] lr: 9.568e-02, eta: 4 days, 18:33:01, time: 0.659, data_time: 0.002, memory: 5237, top1_acc: 0.1852, top5_acc: 0.4141, loss_cls: 3.9481, loss: 3.9481, grad_norm: 1.9304 2020-07-24 11:49:18,913 - mmaction - INFO - Epoch [25][2840/3757] lr: 9.568e-02, eta: 4 days, 18:32:46, time: 0.700, data_time: 0.002, memory: 5237, top1_acc: 0.1977, top5_acc: 0.4352, loss_cls: 3.8317, loss: 3.8317, grad_norm: 1.9247 2020-07-24 11:49:32,046 - mmaction - INFO - Epoch [25][2860/3757] lr: 9.568e-02, eta: 4 days, 18:32:26, time: 0.657, data_time: 0.003, memory: 5237, top1_acc: 0.1781, top5_acc: 0.3906, loss_cls: 3.9775, loss: 3.9775, grad_norm: 1.9466 2020-07-24 11:49:45,226 - mmaction - INFO - Epoch [25][2880/3757] lr: 9.568e-02, eta: 4 days, 18:32:06, time: 0.659, data_time: 0.002, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4203, loss_cls: 3.8892, loss: 3.8892, grad_norm: 1.9872 2020-07-24 11:50:00,197 - mmaction - INFO - Epoch [25][2900/3757] lr: 9.568e-02, eta: 4 days, 18:31:57, time: 0.747, data_time: 0.002, memory: 5237, top1_acc: 0.1914, top5_acc: 0.4148, loss_cls: 3.8695, loss: 3.8695, grad_norm: 1.9094 2020-07-24 11:50:14,256 - mmaction - INFO - Epoch [25][2920/3757] lr: 9.568e-02, eta: 4 days, 18:31:42, time: 0.704, data_time: 0.003, memory: 5237, top1_acc: 0.2141, top5_acc: 0.4320, loss_cls: 3.7683, loss: 3.7683, grad_norm: 1.9090 2020-07-24 11:50:27,623 - mmaction - INFO - Epoch [25][2940/3757] lr: 9.568e-02, eta: 4 days, 18:31:23, time: 0.668, data_time: 0.002, memory: 5237, top1_acc: 0.1828, top5_acc: 0.4195, loss_cls: 3.9067, loss: 3.9067, grad_norm: 1.9725 2020-07-24 11:50:42,746 - mmaction - INFO - Epoch [25][2960/3757] lr: 9.568e-02, eta: 4 days, 18:31:15, time: 0.756, data_time: 0.002, memory: 5237, top1_acc: 0.2172, top5_acc: 0.4266, loss_cls: 3.8283, loss: 3.8283, grad_norm: 1.9527 2020-07-24 11:50:56,494 - mmaction - INFO - Epoch [25][2980/3757] lr: 9.568e-02, eta: 4 days, 18:30:59, time: 0.687, data_time: 0.002, memory: 5237, top1_acc: 0.1922, top5_acc: 0.4062, loss_cls: 3.9383, loss: 3.9383, grad_norm: 1.9596 2020-07-24 11:51:10,788 - mmaction - INFO - Epoch [25][3000/3757] lr: 9.568e-02, eta: 4 days, 18:30:45, time: 0.715, data_time: 0.002, memory: 5237, top1_acc: 0.1953, top5_acc: 0.4172, loss_cls: 3.8352, loss: 3.8352, grad_norm: 1.8883 2020-07-24 11:51:23,081 - mmaction - INFO - Epoch [25][3020/3757] lr: 9.568e-02, eta: 4 days, 18:30:20, time: 0.615, data_time: 0.002, memory: 5237, top1_acc: 0.1906, top5_acc: 0.4313, loss_cls: 3.8269, loss: 3.8269, grad_norm: 1.9317 2020-07-24 11:51:37,856 - mmaction - INFO - Epoch [25][3040/3757] lr: 9.568e-02, eta: 4 days, 18:30:10, time: 0.738, data_time: 0.002, memory: 5237, top1_acc: 0.2125, top5_acc: 0.4258, loss_cls: 3.8094, loss: 3.8094, grad_norm: 1.9848 2020-07-24 11:51:53,085 - mmaction - INFO - Epoch [25][3060/3757] lr: 9.568e-02, eta: 4 days, 18:30:02, time: 0.761, data_time: 0.003, memory: 5237, top1_acc: 0.1883, top5_acc: 0.3961, loss_cls: 3.9668, loss: 3.9668, grad_norm: 1.9469 2020-07-24 11:52:08,370 - mmaction - INFO - Epoch [25][3080/3757] lr: 9.568e-02, eta: 4 days, 18:29:55, time: 0.765, data_time: 0.003, memory: 5237, top1_acc: 0.1734, top5_acc: 0.3867, loss_cls: 4.0479, loss: 4.0479, grad_norm: 1.9332 2020-07-24 11:52:21,581 - mmaction - INFO - Epoch [25][3100/3757] lr: 9.568e-02, eta: 4 days, 18:29:35, time: 0.661, data_time: 0.002, memory: 5237, top1_acc: 0.1953, top5_acc: 0.4266, loss_cls: 3.8705, loss: 3.8705, grad_norm: 1.8927 2020-07-24 11:52:34,055 - mmaction - INFO - Epoch [25][3120/3757] lr: 9.568e-02, eta: 4 days, 18:29:11, time: 0.624, data_time: 0.001, memory: 5237, top1_acc: 0.1844, top5_acc: 0.4297, loss_cls: 3.8924, loss: 3.8924, grad_norm: 1.9106 2020-07-24 11:52:46,832 - mmaction - INFO - Epoch [25][3140/3757] lr: 9.568e-02, eta: 4 days, 18:28:48, time: 0.639, data_time: 0.001, memory: 5237, top1_acc: 0.2078, top5_acc: 0.4562, loss_cls: 3.7413, loss: 3.7413, grad_norm: 1.9753 2020-07-24 11:52:59,764 - mmaction - INFO - Epoch [25][3160/3757] lr: 9.568e-02, eta: 4 days, 18:28:26, time: 0.646, data_time: 0.001, memory: 5237, top1_acc: 0.1867, top5_acc: 0.4039, loss_cls: 3.9777, loss: 3.9777, grad_norm: 1.9887 2020-07-24 11:53:13,553 - mmaction - INFO - Epoch [25][3180/3757] lr: 9.568e-02, eta: 4 days, 18:28:10, time: 0.690, data_time: 0.002, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4305, loss_cls: 3.8605, loss: 3.8605, grad_norm: 1.9032 2020-07-24 11:53:27,119 - mmaction - INFO - Epoch [25][3200/3757] lr: 9.568e-02, eta: 4 days, 18:27:52, time: 0.678, data_time: 0.002, memory: 5237, top1_acc: 0.2078, top5_acc: 0.4320, loss_cls: 3.8188, loss: 3.8188, grad_norm: 1.9105 2020-07-24 11:53:39,864 - mmaction - INFO - Epoch [25][3220/3757] lr: 9.568e-02, eta: 4 days, 18:27:30, time: 0.637, data_time: 0.002, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4148, loss_cls: 3.8788, loss: 3.8788, grad_norm: 1.9622 2020-07-24 11:53:52,065 - mmaction - INFO - Epoch [25][3240/3757] lr: 9.568e-02, eta: 4 days, 18:27:03, time: 0.610, data_time: 0.002, memory: 5237, top1_acc: 0.1867, top5_acc: 0.4273, loss_cls: 3.8291, loss: 3.8291, grad_norm: 1.8998 2020-07-24 11:54:05,293 - mmaction - INFO - Epoch [25][3260/3757] lr: 9.568e-02, eta: 4 days, 18:26:43, time: 0.661, data_time: 0.002, memory: 5237, top1_acc: 0.1859, top5_acc: 0.4180, loss_cls: 3.8998, loss: 3.8998, grad_norm: 1.9552 2020-07-24 11:54:18,520 - mmaction - INFO - Epoch [25][3280/3757] lr: 9.568e-02, eta: 4 days, 18:26:24, time: 0.661, data_time: 0.002, memory: 5237, top1_acc: 0.2125, top5_acc: 0.4352, loss_cls: 3.8354, loss: 3.8354, grad_norm: 1.9250 2020-07-24 11:54:31,887 - mmaction - INFO - Epoch [25][3300/3757] lr: 9.568e-02, eta: 4 days, 18:26:05, time: 0.669, data_time: 0.003, memory: 5237, top1_acc: 0.1992, top5_acc: 0.4023, loss_cls: 4.0078, loss: 4.0078, grad_norm: 1.9120 2020-07-24 11:54:45,129 - mmaction - INFO - Epoch [25][3320/3757] lr: 9.568e-02, eta: 4 days, 18:25:45, time: 0.662, data_time: 0.001, memory: 5237, top1_acc: 0.1773, top5_acc: 0.4102, loss_cls: 3.9265, loss: 3.9265, grad_norm: 1.9011 2020-07-24 11:54:57,758 - mmaction - INFO - Epoch [25][3340/3757] lr: 9.568e-02, eta: 4 days, 18:25:21, time: 0.631, data_time: 0.001, memory: 5237, top1_acc: 0.1891, top5_acc: 0.4195, loss_cls: 3.8806, loss: 3.8806, grad_norm: 1.9368 2020-07-24 11:55:10,301 - mmaction - INFO - Epoch [25][3360/3757] lr: 9.568e-02, eta: 4 days, 18:24:57, time: 0.627, data_time: 0.002, memory: 5237, top1_acc: 0.1883, top5_acc: 0.4234, loss_cls: 3.9019, loss: 3.9019, grad_norm: 1.9385 2020-07-24 11:55:22,347 - mmaction - INFO - Epoch [25][3380/3757] lr: 9.568e-02, eta: 4 days, 18:24:30, time: 0.603, data_time: 0.002, memory: 5237, top1_acc: 0.1938, top5_acc: 0.4062, loss_cls: 3.9202, loss: 3.9202, grad_norm: 1.9358 2020-07-24 11:55:35,484 - mmaction - INFO - Epoch [25][3400/3757] lr: 9.568e-02, eta: 4 days, 18:24:10, time: 0.657, data_time: 0.001, memory: 5237, top1_acc: 0.1766, top5_acc: 0.4047, loss_cls: 3.9459, loss: 3.9459, grad_norm: 1.9191 2020-07-24 11:55:47,959 - mmaction - INFO - Epoch [25][3420/3757] lr: 9.568e-02, eta: 4 days, 18:23:45, time: 0.624, data_time: 0.002, memory: 5237, top1_acc: 0.1922, top5_acc: 0.4383, loss_cls: 3.8025, loss: 3.8025, grad_norm: 1.9320 2020-07-24 11:56:00,303 - mmaction - INFO - Epoch [25][3440/3757] lr: 9.568e-02, eta: 4 days, 18:23:20, time: 0.617, data_time: 0.002, memory: 5237, top1_acc: 0.1766, top5_acc: 0.4078, loss_cls: 3.9528, loss: 3.9528, grad_norm: 2.0206 2020-07-24 11:56:13,227 - mmaction - INFO - Epoch [25][3460/3757] lr: 9.568e-02, eta: 4 days, 18:22:58, time: 0.646, data_time: 0.002, memory: 5237, top1_acc: 0.1867, top5_acc: 0.4211, loss_cls: 3.8783, loss: 3.8783, grad_norm: 1.9442 2020-07-24 11:56:25,631 - mmaction - INFO - Epoch [25][3480/3757] lr: 9.568e-02, eta: 4 days, 18:22:34, time: 0.620, data_time: 0.002, memory: 5237, top1_acc: 0.2000, top5_acc: 0.4227, loss_cls: 3.8554, loss: 3.8554, grad_norm: 1.9655 2020-07-24 11:56:38,439 - mmaction - INFO - Epoch [25][3500/3757] lr: 9.568e-02, eta: 4 days, 18:22:11, time: 0.640, data_time: 0.001, memory: 5237, top1_acc: 0.1766, top5_acc: 0.4219, loss_cls: 3.9326, loss: 3.9326, grad_norm: 1.9924 2020-07-24 11:56:50,733 - mmaction - INFO - Epoch [25][3520/3757] lr: 9.568e-02, eta: 4 days, 18:21:46, time: 0.615, data_time: 0.002, memory: 5237, top1_acc: 0.1828, top5_acc: 0.4102, loss_cls: 3.9445, loss: 3.9445, grad_norm: 1.9447 2020-07-24 11:57:03,192 - mmaction - INFO - Epoch [25][3540/3757] lr: 9.568e-02, eta: 4 days, 18:21:21, time: 0.622, data_time: 0.001, memory: 5237, top1_acc: 0.1812, top5_acc: 0.4094, loss_cls: 3.9129, loss: 3.9129, grad_norm: 1.8773 2020-07-24 11:57:16,946 - mmaction - INFO - Epoch [25][3560/3757] lr: 9.568e-02, eta: 4 days, 18:21:05, time: 0.688, data_time: 0.002, memory: 5237, top1_acc: 0.2109, top5_acc: 0.3984, loss_cls: 3.9179, loss: 3.9179, grad_norm: 1.9031 2020-07-24 11:57:30,433 - mmaction - INFO - Epoch [25][3580/3757] lr: 9.568e-02, eta: 4 days, 18:20:46, time: 0.674, data_time: 0.002, memory: 5237, top1_acc: 0.1984, top5_acc: 0.4266, loss_cls: 3.8371, loss: 3.8371, grad_norm: 1.9131 2020-07-24 11:57:42,796 - mmaction - INFO - Epoch [25][3600/3757] lr: 9.568e-02, eta: 4 days, 18:20:21, time: 0.618, data_time: 0.003, memory: 5237, top1_acc: 0.1844, top5_acc: 0.4109, loss_cls: 3.8833, loss: 3.8833, grad_norm: 1.9756 2020-07-24 11:57:55,063 - mmaction - INFO - Epoch [25][3620/3757] lr: 9.568e-02, eta: 4 days, 18:19:56, time: 0.614, data_time: 0.002, memory: 5237, top1_acc: 0.1820, top5_acc: 0.4117, loss_cls: 3.9180, loss: 3.9180, grad_norm: 1.9458 2020-07-24 11:58:08,703 - mmaction - INFO - Epoch [25][3640/3757] lr: 9.568e-02, eta: 4 days, 18:19:38, time: 0.681, data_time: 0.002, memory: 5237, top1_acc: 0.1984, top5_acc: 0.4227, loss_cls: 3.8531, loss: 3.8531, grad_norm: 1.9336 2020-07-24 11:58:21,550 - mmaction - INFO - Epoch [25][3660/3757] lr: 9.568e-02, eta: 4 days, 18:19:16, time: 0.644, data_time: 0.002, memory: 5237, top1_acc: 0.1906, top5_acc: 0.4219, loss_cls: 3.8849, loss: 3.8849, grad_norm: 1.9201 2020-07-24 11:58:33,770 - mmaction - INFO - Epoch [25][3680/3757] lr: 9.568e-02, eta: 4 days, 18:18:50, time: 0.611, data_time: 0.001, memory: 5237, top1_acc: 0.1906, top5_acc: 0.4070, loss_cls: 3.9102, loss: 3.9102, grad_norm: 1.9388 2020-07-24 11:58:46,535 - mmaction - INFO - Epoch [25][3700/3757] lr: 9.568e-02, eta: 4 days, 18:18:28, time: 0.639, data_time: 0.001, memory: 5237, top1_acc: 0.2000, top5_acc: 0.4023, loss_cls: 3.9302, loss: 3.9302, grad_norm: 1.9570 2020-07-24 11:58:59,639 - mmaction - INFO - Epoch [25][3720/3757] lr: 9.568e-02, eta: 4 days, 18:18:07, time: 0.654, data_time: 0.001, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4469, loss_cls: 3.8455, loss: 3.8455, grad_norm: 1.9196 2020-07-24 11:59:12,025 - mmaction - INFO - Epoch [25][3740/3757] lr: 9.568e-02, eta: 4 days, 18:17:42, time: 0.621, data_time: 0.003, memory: 5237, top1_acc: 0.1750, top5_acc: 0.4109, loss_cls: 3.9386, loss: 3.9386, grad_norm: 1.9140 2020-07-24 11:59:28,520 - mmaction - INFO - Saving checkpoint at 25 epochs 2020-07-24 12:03:13,176 - mmaction - INFO - Epoch [26][20/3757] lr: 9.532e-02, eta: 4 days, 18:37:33, time: 11.123, data_time: 10.382, memory: 5237, top1_acc: 0.1836, top5_acc: 0.3898, loss_cls: 3.9161, loss: 3.9161, grad_norm: 1.9161 2020-07-24 12:03:25,249 - mmaction - INFO - Epoch [26][40/3757] lr: 9.532e-02, eta: 4 days, 18:37:06, time: 0.606, data_time: 0.004, memory: 5237, top1_acc: 0.1836, top5_acc: 0.4383, loss_cls: 3.8580, loss: 3.8580, grad_norm: 1.9300 2020-07-24 12:03:38,002 - mmaction - INFO - Epoch [26][60/3757] lr: 9.532e-02, eta: 4 days, 18:36:43, time: 0.638, data_time: 0.002, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4305, loss_cls: 3.8178, loss: 3.8178, grad_norm: 1.9357 2020-07-24 12:03:50,464 - mmaction - INFO - Epoch [26][80/3757] lr: 9.532e-02, eta: 4 days, 18:36:18, time: 0.623, data_time: 0.002, memory: 5237, top1_acc: 0.2000, top5_acc: 0.4313, loss_cls: 3.8334, loss: 3.8334, grad_norm: 1.9437 2020-07-24 12:04:03,013 - mmaction - INFO - Epoch [26][100/3757] lr: 9.532e-02, eta: 4 days, 18:35:54, time: 0.627, data_time: 0.001, memory: 5237, top1_acc: 0.1875, top5_acc: 0.4141, loss_cls: 3.9032, loss: 3.9032, grad_norm: 1.9405 2020-07-24 12:04:15,515 - mmaction - INFO - Epoch [26][120/3757] lr: 9.532e-02, eta: 4 days, 18:35:30, time: 0.625, data_time: 0.002, memory: 5237, top1_acc: 0.1898, top5_acc: 0.4344, loss_cls: 3.8818, loss: 3.8818, grad_norm: 1.9298 2020-07-24 12:04:27,836 - mmaction - INFO - Epoch [26][140/3757] lr: 9.532e-02, eta: 4 days, 18:35:04, time: 0.617, data_time: 0.001, memory: 5237, top1_acc: 0.2039, top5_acc: 0.4133, loss_cls: 3.8862, loss: 3.8862, grad_norm: 1.9880 2020-07-24 12:04:40,078 - mmaction - INFO - Epoch [26][160/3757] lr: 9.532e-02, eta: 4 days, 18:34:38, time: 0.612, data_time: 0.001, memory: 5237, top1_acc: 0.1875, top5_acc: 0.4211, loss_cls: 3.9020, loss: 3.9020, grad_norm: 1.9465 2020-07-24 12:04:52,198 - mmaction - INFO - Epoch [26][180/3757] lr: 9.532e-02, eta: 4 days, 18:34:11, time: 0.606, data_time: 0.002, memory: 5237, top1_acc: 0.1766, top5_acc: 0.4000, loss_cls: 4.0077, loss: 4.0077, grad_norm: 1.9605 2020-07-24 12:05:04,540 - mmaction - INFO - Epoch [26][200/3757] lr: 9.532e-02, eta: 4 days, 18:33:45, time: 0.617, data_time: 0.001, memory: 5237, top1_acc: 0.1727, top5_acc: 0.4047, loss_cls: 3.9505, loss: 3.9505, grad_norm: 1.9816 2020-07-24 12:05:17,051 - mmaction - INFO - Epoch [26][220/3757] lr: 9.532e-02, eta: 4 days, 18:33:21, time: 0.625, data_time: 0.002, memory: 5237, top1_acc: 0.1906, top5_acc: 0.4180, loss_cls: 3.8507, loss: 3.8507, grad_norm: 1.9318 2020-07-24 12:05:29,692 - mmaction - INFO - Epoch [26][240/3757] lr: 9.532e-02, eta: 4 days, 18:32:57, time: 0.632, data_time: 0.002, memory: 5237, top1_acc: 0.1961, top5_acc: 0.4297, loss_cls: 3.8619, loss: 3.8619, grad_norm: 1.9075 2020-07-24 12:05:41,736 - mmaction - INFO - Epoch [26][260/3757] lr: 9.532e-02, eta: 4 days, 18:32:30, time: 0.603, data_time: 0.002, memory: 5237, top1_acc: 0.2039, top5_acc: 0.4320, loss_cls: 3.8523, loss: 3.8523, grad_norm: 1.9268 2020-07-24 12:05:53,978 - mmaction - INFO - Epoch [26][280/3757] lr: 9.532e-02, eta: 4 days, 18:32:04, time: 0.612, data_time: 0.001, memory: 5237, top1_acc: 0.1852, top5_acc: 0.3984, loss_cls: 3.9552, loss: 3.9552, grad_norm: 1.9532 2020-07-24 12:06:07,226 - mmaction - INFO - Epoch [26][300/3757] lr: 9.532e-02, eta: 4 days, 18:31:44, time: 0.662, data_time: 0.002, memory: 5237, top1_acc: 0.1914, top5_acc: 0.4430, loss_cls: 3.7885, loss: 3.7885, grad_norm: 1.8952 2020-07-24 12:06:19,832 - mmaction - INFO - Epoch [26][320/3757] lr: 9.532e-02, eta: 4 days, 18:31:20, time: 0.631, data_time: 0.002, memory: 5237, top1_acc: 0.2000, top5_acc: 0.4258, loss_cls: 3.8573, loss: 3.8573, grad_norm: 1.9166 2020-07-24 12:06:32,191 - mmaction - INFO - Epoch [26][340/3757] lr: 9.532e-02, eta: 4 days, 18:30:55, time: 0.617, data_time: 0.002, memory: 5237, top1_acc: 0.1875, top5_acc: 0.4313, loss_cls: 3.8467, loss: 3.8467, grad_norm: 1.9333 2020-07-24 12:06:44,277 - mmaction - INFO - Epoch [26][360/3757] lr: 9.532e-02, eta: 4 days, 18:30:28, time: 0.605, data_time: 0.002, memory: 5237, top1_acc: 0.1938, top5_acc: 0.4258, loss_cls: 3.8878, loss: 3.8878, grad_norm: 1.9208 2020-07-24 12:06:56,850 - mmaction - INFO - Epoch [26][380/3757] lr: 9.532e-02, eta: 4 days, 18:30:04, time: 0.628, data_time: 0.002, memory: 5237, top1_acc: 0.1898, top5_acc: 0.4156, loss_cls: 3.8772, loss: 3.8772, grad_norm: 1.9488 2020-07-24 12:07:09,754 - mmaction - INFO - Epoch [26][400/3757] lr: 9.532e-02, eta: 4 days, 18:29:42, time: 0.646, data_time: 0.002, memory: 5237, top1_acc: 0.1758, top5_acc: 0.3930, loss_cls: 3.9656, loss: 3.9656, grad_norm: 1.9734 2020-07-24 12:07:21,727 - mmaction - INFO - Epoch [26][420/3757] lr: 9.532e-02, eta: 4 days, 18:29:14, time: 0.598, data_time: 0.001, memory: 5237, top1_acc: 0.1992, top5_acc: 0.4367, loss_cls: 3.8301, loss: 3.8301, grad_norm: 1.9183 2020-07-24 12:07:34,255 - mmaction - INFO - Epoch [26][440/3757] lr: 9.532e-02, eta: 4 days, 18:28:50, time: 0.626, data_time: 0.002, memory: 5237, top1_acc: 0.2086, top5_acc: 0.4227, loss_cls: 3.8147, loss: 3.8147, grad_norm: 1.9251 2020-07-24 12:07:46,669 - mmaction - INFO - Epoch [26][460/3757] lr: 9.532e-02, eta: 4 days, 18:28:25, time: 0.620, data_time: 0.001, memory: 5237, top1_acc: 0.2047, top5_acc: 0.4398, loss_cls: 3.7764, loss: 3.7764, grad_norm: 2.0231 2020-07-24 12:07:59,425 - mmaction - INFO - Epoch [26][480/3757] lr: 9.532e-02, eta: 4 days, 18:28:02, time: 0.638, data_time: 0.002, memory: 5237, top1_acc: 0.1977, top5_acc: 0.4297, loss_cls: 3.8510, loss: 3.8510, grad_norm: 1.9304 2020-07-24 12:08:11,359 - mmaction - INFO - Epoch [26][500/3757] lr: 9.532e-02, eta: 4 days, 18:27:34, time: 0.597, data_time: 0.002, memory: 5237, top1_acc: 0.2086, top5_acc: 0.4406, loss_cls: 3.7685, loss: 3.7685, grad_norm: 1.9265 2020-07-24 12:08:24,245 - mmaction - INFO - Epoch [26][520/3757] lr: 9.532e-02, eta: 4 days, 18:27:12, time: 0.644, data_time: 0.002, memory: 5237, top1_acc: 0.2062, top5_acc: 0.4234, loss_cls: 3.7923, loss: 3.7923, grad_norm: 1.9959 2020-07-24 12:08:36,635 - mmaction - INFO - Epoch [26][540/3757] lr: 9.532e-02, eta: 4 days, 18:26:47, time: 0.620, data_time: 0.002, memory: 5237, top1_acc: 0.2047, top5_acc: 0.4133, loss_cls: 3.9532, loss: 3.9532, grad_norm: 1.9621 2020-07-24 12:08:48,695 - mmaction - INFO - Epoch [26][560/3757] lr: 9.532e-02, eta: 4 days, 18:26:20, time: 0.603, data_time: 0.002, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4211, loss_cls: 3.8554, loss: 3.8554, grad_norm: 1.9782 2020-07-24 12:09:01,065 - mmaction - INFO - Epoch [26][580/3757] lr: 9.532e-02, eta: 4 days, 18:25:55, time: 0.619, data_time: 0.002, memory: 5237, top1_acc: 0.1836, top5_acc: 0.4195, loss_cls: 3.8415, loss: 3.8415, grad_norm: 1.9466 2020-07-24 12:09:12,997 - mmaction - INFO - Epoch [26][600/3757] lr: 9.532e-02, eta: 4 days, 18:25:27, time: 0.596, data_time: 0.001, memory: 5237, top1_acc: 0.1938, top5_acc: 0.4242, loss_cls: 3.8353, loss: 3.8353, grad_norm: 1.9765 2020-07-24 12:09:25,724 - mmaction - INFO - Epoch [26][620/3757] lr: 9.532e-02, eta: 4 days, 18:25:04, time: 0.636, data_time: 0.002, memory: 5237, top1_acc: 0.1977, top5_acc: 0.4297, loss_cls: 3.8118, loss: 3.8118, grad_norm: 1.9813 2020-07-24 12:09:38,454 - mmaction - INFO - Epoch [26][640/3757] lr: 9.532e-02, eta: 4 days, 18:24:41, time: 0.637, data_time: 0.002, memory: 5237, top1_acc: 0.1859, top5_acc: 0.4109, loss_cls: 3.9091, loss: 3.9091, grad_norm: 1.9549 2020-07-24 12:09:50,891 - mmaction - INFO - Epoch [26][660/3757] lr: 9.532e-02, eta: 4 days, 18:24:16, time: 0.622, data_time: 0.001, memory: 5237, top1_acc: 0.1750, top5_acc: 0.3969, loss_cls: 3.9954, loss: 3.9954, grad_norm: 1.9091 2020-07-24 12:10:02,985 - mmaction - INFO - Epoch [26][680/3757] lr: 9.532e-02, eta: 4 days, 18:23:49, time: 0.604, data_time: 0.001, memory: 5237, top1_acc: 0.1898, top5_acc: 0.4055, loss_cls: 3.8533, loss: 3.8533, grad_norm: 1.8532 2020-07-24 12:10:15,317 - mmaction - INFO - Epoch [26][700/3757] lr: 9.532e-02, eta: 4 days, 18:23:24, time: 0.617, data_time: 0.002, memory: 5237, top1_acc: 0.2172, top5_acc: 0.4367, loss_cls: 3.8203, loss: 3.8203, grad_norm: 1.9332 2020-07-24 12:10:28,900 - mmaction - INFO - Epoch [26][720/3757] lr: 9.532e-02, eta: 4 days, 18:23:06, time: 0.679, data_time: 0.001, memory: 5237, top1_acc: 0.1891, top5_acc: 0.4016, loss_cls: 3.9247, loss: 3.9247, grad_norm: 1.9391 2020-07-24 12:10:41,179 - mmaction - INFO - Epoch [26][740/3757] lr: 9.532e-02, eta: 4 days, 18:22:41, time: 0.614, data_time: 0.001, memory: 5237, top1_acc: 0.2000, top5_acc: 0.4203, loss_cls: 3.8182, loss: 3.8182, grad_norm: 1.9226 2020-07-24 12:10:53,325 - mmaction - INFO - Epoch [26][760/3757] lr: 9.532e-02, eta: 4 days, 18:22:14, time: 0.607, data_time: 0.001, memory: 5237, top1_acc: 0.1914, top5_acc: 0.4078, loss_cls: 3.9076, loss: 3.9076, grad_norm: 1.9489 2020-07-24 12:11:05,404 - mmaction - INFO - Epoch [26][780/3757] lr: 9.532e-02, eta: 4 days, 18:21:47, time: 0.604, data_time: 0.002, memory: 5237, top1_acc: 0.1977, top5_acc: 0.4219, loss_cls: 3.8925, loss: 3.8925, grad_norm: 1.9358 2020-07-24 12:11:18,202 - mmaction - INFO - Epoch [26][800/3757] lr: 9.532e-02, eta: 4 days, 18:21:25, time: 0.639, data_time: 0.001, memory: 5237, top1_acc: 0.1844, top5_acc: 0.4164, loss_cls: 3.8692, loss: 3.8692, grad_norm: 1.9120 2020-07-24 12:11:30,334 - mmaction - INFO - Epoch [26][820/3757] lr: 9.532e-02, eta: 4 days, 18:20:58, time: 0.607, data_time: 0.003, memory: 5237, top1_acc: 0.1914, top5_acc: 0.4234, loss_cls: 3.8579, loss: 3.8579, grad_norm: 1.9251 2020-07-24 12:11:42,907 - mmaction - INFO - Epoch [26][840/3757] lr: 9.532e-02, eta: 4 days, 18:20:34, time: 0.628, data_time: 0.002, memory: 5237, top1_acc: 0.1938, top5_acc: 0.4430, loss_cls: 3.8548, loss: 3.8548, grad_norm: 1.9866 2020-07-24 12:11:55,099 - mmaction - INFO - Epoch [26][860/3757] lr: 9.532e-02, eta: 4 days, 18:20:08, time: 0.610, data_time: 0.002, memory: 5237, top1_acc: 0.2008, top5_acc: 0.4273, loss_cls: 3.8298, loss: 3.8298, grad_norm: 1.9318 2020-07-24 12:12:07,253 - mmaction - INFO - Epoch [26][880/3757] lr: 9.532e-02, eta: 4 days, 18:19:42, time: 0.607, data_time: 0.001, memory: 5237, top1_acc: 0.2219, top5_acc: 0.4562, loss_cls: 3.7675, loss: 3.7675, grad_norm: 1.9678 2020-07-24 12:12:20,105 - mmaction - INFO - Epoch [26][900/3757] lr: 9.532e-02, eta: 4 days, 18:19:19, time: 0.642, data_time: 0.002, memory: 5237, top1_acc: 0.1555, top5_acc: 0.3852, loss_cls: 4.0301, loss: 4.0301, grad_norm: 1.9845 2020-07-24 12:12:32,850 - mmaction - INFO - Epoch [26][920/3757] lr: 9.532e-02, eta: 4 days, 18:18:56, time: 0.637, data_time: 0.003, memory: 5237, top1_acc: 0.2008, top5_acc: 0.4156, loss_cls: 3.9031, loss: 3.9031, grad_norm: 1.8784 2020-07-24 12:12:45,713 - mmaction - INFO - Epoch [26][940/3757] lr: 9.532e-02, eta: 4 days, 18:18:34, time: 0.644, data_time: 0.003, memory: 5237, top1_acc: 0.1758, top5_acc: 0.4172, loss_cls: 3.9020, loss: 3.9020, grad_norm: 1.9412 2020-07-24 12:12:58,886 - mmaction - INFO - Epoch [26][960/3757] lr: 9.532e-02, eta: 4 days, 18:18:14, time: 0.659, data_time: 0.002, memory: 5237, top1_acc: 0.2086, top5_acc: 0.4398, loss_cls: 3.8501, loss: 3.8501, grad_norm: 1.9591 2020-07-24 12:13:11,296 - mmaction - INFO - Epoch [26][980/3757] lr: 9.532e-02, eta: 4 days, 18:17:49, time: 0.621, data_time: 0.002, memory: 5237, top1_acc: 0.1953, top5_acc: 0.4141, loss_cls: 3.8636, loss: 3.8636, grad_norm: 1.9904 2020-07-24 12:13:24,632 - mmaction - INFO - Epoch [26][1000/3757] lr: 9.532e-02, eta: 4 days, 18:17:30, time: 0.667, data_time: 0.002, memory: 5237, top1_acc: 0.2117, top5_acc: 0.4164, loss_cls: 3.8448, loss: 3.8448, grad_norm: 1.9403 2020-07-24 12:13:37,473 - mmaction - INFO - Epoch [26][1020/3757] lr: 9.532e-02, eta: 4 days, 18:17:08, time: 0.642, data_time: 0.002, memory: 5237, top1_acc: 0.1836, top5_acc: 0.4031, loss_cls: 3.9221, loss: 3.9221, grad_norm: 1.9521 2020-07-24 12:13:50,781 - mmaction - INFO - Epoch [26][1040/3757] lr: 9.532e-02, eta: 4 days, 18:16:49, time: 0.666, data_time: 0.003, memory: 5237, top1_acc: 0.2125, top5_acc: 0.4562, loss_cls: 3.7858, loss: 3.7858, grad_norm: 1.9165 2020-07-24 12:14:03,030 - mmaction - INFO - Epoch [26][1060/3757] lr: 9.532e-02, eta: 4 days, 18:16:23, time: 0.612, data_time: 0.001, memory: 5237, top1_acc: 0.2047, top5_acc: 0.4359, loss_cls: 3.8527, loss: 3.8527, grad_norm: 1.9576 2020-07-24 12:14:15,782 - mmaction - INFO - Epoch [26][1080/3757] lr: 9.532e-02, eta: 4 days, 18:16:00, time: 0.638, data_time: 0.003, memory: 5237, top1_acc: 0.2172, top5_acc: 0.4344, loss_cls: 3.7550, loss: 3.7550, grad_norm: 1.9163 2020-07-24 12:14:27,841 - mmaction - INFO - Epoch [26][1100/3757] lr: 9.532e-02, eta: 4 days, 18:15:33, time: 0.603, data_time: 0.001, memory: 5237, top1_acc: 0.2102, top5_acc: 0.4344, loss_cls: 3.8285, loss: 3.8285, grad_norm: 1.9406 2020-07-24 12:14:40,278 - mmaction - INFO - Epoch [26][1120/3757] lr: 9.532e-02, eta: 4 days, 18:15:08, time: 0.622, data_time: 0.001, memory: 5237, top1_acc: 0.1984, top5_acc: 0.4484, loss_cls: 3.8196, loss: 3.8196, grad_norm: 1.8886 2020-07-24 12:14:52,904 - mmaction - INFO - Epoch [26][1140/3757] lr: 9.532e-02, eta: 4 days, 18:14:45, time: 0.630, data_time: 0.002, memory: 5237, top1_acc: 0.2047, top5_acc: 0.4242, loss_cls: 3.8308, loss: 3.8308, grad_norm: 1.8636 2020-07-24 12:15:05,408 - mmaction - INFO - Epoch [26][1160/3757] lr: 9.532e-02, eta: 4 days, 18:14:21, time: 0.626, data_time: 0.003, memory: 5237, top1_acc: 0.2023, top5_acc: 0.4344, loss_cls: 3.8356, loss: 3.8356, grad_norm: 1.9122 2020-07-24 12:15:17,729 - mmaction - INFO - Epoch [26][1180/3757] lr: 9.532e-02, eta: 4 days, 18:13:55, time: 0.616, data_time: 0.002, memory: 5237, top1_acc: 0.2016, top5_acc: 0.4430, loss_cls: 3.7852, loss: 3.7852, grad_norm: 1.9069 2020-07-24 12:15:29,905 - mmaction - INFO - Epoch [26][1200/3757] lr: 9.532e-02, eta: 4 days, 18:13:29, time: 0.608, data_time: 0.002, memory: 5237, top1_acc: 0.1953, top5_acc: 0.4266, loss_cls: 3.8513, loss: 3.8513, grad_norm: 1.9359 2020-07-24 12:15:42,301 - mmaction - INFO - Epoch [26][1220/3757] lr: 9.532e-02, eta: 4 days, 18:13:04, time: 0.620, data_time: 0.002, memory: 5237, top1_acc: 0.1914, top5_acc: 0.4375, loss_cls: 3.8774, loss: 3.8774, grad_norm: 1.9240 2020-07-24 12:15:54,680 - mmaction - INFO - Epoch [26][1240/3757] lr: 9.532e-02, eta: 4 days, 18:12:39, time: 0.620, data_time: 0.002, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4313, loss_cls: 3.8302, loss: 3.8302, grad_norm: 1.9293 2020-07-24 12:16:07,708 - mmaction - INFO - Epoch [26][1260/3757] lr: 9.532e-02, eta: 4 days, 18:12:18, time: 0.651, data_time: 0.002, memory: 5237, top1_acc: 0.1906, top5_acc: 0.4133, loss_cls: 3.8848, loss: 3.8848, grad_norm: 1.9122 2020-07-24 12:16:20,306 - mmaction - INFO - Epoch [26][1280/3757] lr: 9.532e-02, eta: 4 days, 18:11:55, time: 0.630, data_time: 0.002, memory: 5237, top1_acc: 0.1938, top5_acc: 0.4227, loss_cls: 3.9145, loss: 3.9145, grad_norm: 1.9426 2020-07-24 12:16:32,772 - mmaction - INFO - Epoch [26][1300/3757] lr: 9.532e-02, eta: 4 days, 18:11:30, time: 0.623, data_time: 0.002, memory: 5237, top1_acc: 0.2070, top5_acc: 0.4211, loss_cls: 3.9090, loss: 3.9090, grad_norm: 1.8815 2020-07-24 12:16:45,023 - mmaction - INFO - Epoch [26][1320/3757] lr: 9.532e-02, eta: 4 days, 18:11:05, time: 0.613, data_time: 0.001, memory: 5237, top1_acc: 0.1758, top5_acc: 0.4203, loss_cls: 3.8889, loss: 3.8889, grad_norm: 1.9290 2020-07-24 12:16:57,098 - mmaction - INFO - Epoch [26][1340/3757] lr: 9.532e-02, eta: 4 days, 18:10:38, time: 0.604, data_time: 0.001, memory: 5237, top1_acc: 0.1953, top5_acc: 0.4148, loss_cls: 3.9444, loss: 3.9444, grad_norm: 1.8999 2020-07-24 12:17:09,536 - mmaction - INFO - Epoch [26][1360/3757] lr: 9.532e-02, eta: 4 days, 18:10:13, time: 0.621, data_time: 0.001, memory: 5237, top1_acc: 0.2070, top5_acc: 0.4336, loss_cls: 3.8352, loss: 3.8352, grad_norm: 1.9306 2020-07-24 12:17:22,591 - mmaction - INFO - Epoch [26][1380/3757] lr: 9.532e-02, eta: 4 days, 18:09:52, time: 0.653, data_time: 0.001, memory: 5237, top1_acc: 0.2141, top5_acc: 0.4336, loss_cls: 3.7915, loss: 3.7915, grad_norm: 1.9329 2020-07-24 12:17:35,420 - mmaction - INFO - Epoch [26][1400/3757] lr: 9.532e-02, eta: 4 days, 18:09:30, time: 0.641, data_time: 0.002, memory: 5237, top1_acc: 0.2078, top5_acc: 0.4359, loss_cls: 3.7734, loss: 3.7734, grad_norm: 1.9168 2020-07-24 12:17:47,989 - mmaction - INFO - Epoch [26][1420/3757] lr: 9.532e-02, eta: 4 days, 18:09:06, time: 0.629, data_time: 0.002, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4328, loss_cls: 3.8291, loss: 3.8291, grad_norm: 1.9802 2020-07-24 12:18:00,400 - mmaction - INFO - Epoch [26][1440/3757] lr: 9.532e-02, eta: 4 days, 18:08:42, time: 0.621, data_time: 0.001, memory: 5237, top1_acc: 0.1797, top5_acc: 0.3984, loss_cls: 3.9181, loss: 3.9181, grad_norm: 1.8779 2020-07-24 12:18:12,296 - mmaction - INFO - Epoch [26][1460/3757] lr: 9.532e-02, eta: 4 days, 18:08:14, time: 0.595, data_time: 0.001, memory: 5237, top1_acc: 0.1922, top5_acc: 0.4227, loss_cls: 3.8988, loss: 3.8988, grad_norm: 1.9546 2020-07-24 12:18:24,468 - mmaction - INFO - Epoch [26][1480/3757] lr: 9.532e-02, eta: 4 days, 18:07:48, time: 0.609, data_time: 0.002, memory: 5237, top1_acc: 0.1836, top5_acc: 0.4211, loss_cls: 3.8608, loss: 3.8608, grad_norm: 1.9802 2020-07-24 12:18:36,830 - mmaction - INFO - Epoch [26][1500/3757] lr: 9.532e-02, eta: 4 days, 18:07:23, time: 0.618, data_time: 0.001, memory: 5237, top1_acc: 0.1805, top5_acc: 0.4148, loss_cls: 3.8797, loss: 3.8797, grad_norm: 1.9340 2020-07-24 12:18:48,732 - mmaction - INFO - Epoch [26][1520/3757] lr: 9.532e-02, eta: 4 days, 18:06:55, time: 0.595, data_time: 0.001, memory: 5237, top1_acc: 0.2086, top5_acc: 0.4352, loss_cls: 3.7913, loss: 3.7913, grad_norm: 1.9491 2020-07-24 12:19:01,598 - mmaction - INFO - Epoch [26][1540/3757] lr: 9.532e-02, eta: 4 days, 18:06:33, time: 0.644, data_time: 0.002, memory: 5237, top1_acc: 0.2000, top5_acc: 0.4164, loss_cls: 3.8141, loss: 3.8141, grad_norm: 1.8782 2020-07-24 12:19:13,988 - mmaction - INFO - Epoch [26][1560/3757] lr: 9.532e-02, eta: 4 days, 18:06:08, time: 0.619, data_time: 0.002, memory: 5237, top1_acc: 0.1875, top5_acc: 0.4234, loss_cls: 3.8888, loss: 3.8888, grad_norm: 1.9700 2020-07-24 12:19:25,991 - mmaction - INFO - Epoch [26][1580/3757] lr: 9.532e-02, eta: 4 days, 18:05:41, time: 0.600, data_time: 0.002, memory: 5237, top1_acc: 0.1875, top5_acc: 0.4164, loss_cls: 3.9562, loss: 3.9562, grad_norm: 2.0227 2020-07-24 12:19:38,011 - mmaction - INFO - Epoch [26][1600/3757] lr: 9.532e-02, eta: 4 days, 18:05:14, time: 0.601, data_time: 0.001, memory: 5237, top1_acc: 0.2055, top5_acc: 0.4398, loss_cls: 3.8575, loss: 3.8575, grad_norm: 1.9522 2020-07-24 12:19:51,057 - mmaction - INFO - Epoch [26][1620/3757] lr: 9.532e-02, eta: 4 days, 18:04:53, time: 0.652, data_time: 0.002, memory: 5237, top1_acc: 0.1781, top5_acc: 0.4133, loss_cls: 3.9574, loss: 3.9574, grad_norm: 1.8931 2020-07-24 12:20:03,424 - mmaction - INFO - Epoch [26][1640/3757] lr: 9.532e-02, eta: 4 days, 18:04:28, time: 0.617, data_time: 0.002, memory: 5237, top1_acc: 0.2008, top5_acc: 0.4195, loss_cls: 3.8471, loss: 3.8471, grad_norm: 1.9119 2020-07-24 12:20:16,093 - mmaction - INFO - Epoch [26][1660/3757] lr: 9.532e-02, eta: 4 days, 18:04:05, time: 0.634, data_time: 0.003, memory: 5237, top1_acc: 0.1977, top5_acc: 0.4242, loss_cls: 3.8792, loss: 3.8792, grad_norm: 1.8673 2020-07-24 12:20:28,504 - mmaction - INFO - Epoch [26][1680/3757] lr: 9.532e-02, eta: 4 days, 18:03:40, time: 0.621, data_time: 0.003, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4164, loss_cls: 3.8672, loss: 3.8672, grad_norm: 1.9249 2020-07-24 12:20:41,918 - mmaction - INFO - Epoch [26][1700/3757] lr: 9.532e-02, eta: 4 days, 18:03:22, time: 0.671, data_time: 0.002, memory: 5237, top1_acc: 0.2016, top5_acc: 0.4211, loss_cls: 3.8623, loss: 3.8623, grad_norm: 1.9969 2020-07-24 12:20:56,225 - mmaction - INFO - Epoch [26][1720/3757] lr: 9.532e-02, eta: 4 days, 18:03:08, time: 0.715, data_time: 0.002, memory: 5237, top1_acc: 0.1727, top5_acc: 0.4172, loss_cls: 3.9053, loss: 3.9053, grad_norm: 1.9565 2020-07-24 12:21:09,831 - mmaction - INFO - Epoch [26][1740/3757] lr: 9.532e-02, eta: 4 days, 18:02:51, time: 0.681, data_time: 0.002, memory: 5237, top1_acc: 0.1945, top5_acc: 0.3977, loss_cls: 3.8586, loss: 3.8586, grad_norm: 1.9051 2020-07-24 12:21:22,031 - mmaction - INFO - Epoch [26][1760/3757] lr: 9.532e-02, eta: 4 days, 18:02:25, time: 0.611, data_time: 0.002, memory: 5237, top1_acc: 0.1992, top5_acc: 0.4078, loss_cls: 3.9089, loss: 3.9089, grad_norm: 1.9464 2020-07-24 12:21:34,990 - mmaction - INFO - Epoch [26][1780/3757] lr: 9.532e-02, eta: 4 days, 18:02:04, time: 0.648, data_time: 0.001, memory: 5237, top1_acc: 0.2055, top5_acc: 0.4188, loss_cls: 3.9098, loss: 3.9098, grad_norm: 1.9214 2020-07-24 12:21:47,269 - mmaction - INFO - Epoch [26][1800/3757] lr: 9.532e-02, eta: 4 days, 18:01:38, time: 0.614, data_time: 0.002, memory: 5237, top1_acc: 0.1781, top5_acc: 0.3906, loss_cls: 3.9872, loss: 3.9872, grad_norm: 1.8828 2020-07-24 12:22:00,058 - mmaction - INFO - Epoch [26][1820/3757] lr: 9.532e-02, eta: 4 days, 18:01:16, time: 0.639, data_time: 0.002, memory: 5237, top1_acc: 0.2055, top5_acc: 0.4109, loss_cls: 3.9055, loss: 3.9055, grad_norm: 1.8785 2020-07-24 12:22:12,685 - mmaction - INFO - Epoch [26][1840/3757] lr: 9.532e-02, eta: 4 days, 18:00:53, time: 0.632, data_time: 0.002, memory: 5237, top1_acc: 0.1836, top5_acc: 0.4008, loss_cls: 3.9146, loss: 3.9146, grad_norm: 1.8604 2020-07-24 12:22:24,737 - mmaction - INFO - Epoch [26][1860/3757] lr: 9.532e-02, eta: 4 days, 18:00:26, time: 0.602, data_time: 0.001, memory: 5237, top1_acc: 0.2227, top5_acc: 0.4203, loss_cls: 3.8289, loss: 3.8289, grad_norm: 1.8747 2020-07-24 12:22:36,850 - mmaction - INFO - Epoch [26][1880/3757] lr: 9.532e-02, eta: 4 days, 18:00:00, time: 0.606, data_time: 0.001, memory: 5237, top1_acc: 0.2023, top5_acc: 0.4484, loss_cls: 3.7608, loss: 3.7608, grad_norm: 1.9743 2020-07-24 12:22:49,148 - mmaction - INFO - Epoch [26][1900/3757] lr: 9.532e-02, eta: 4 days, 17:59:34, time: 0.614, data_time: 0.001, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4148, loss_cls: 3.8921, loss: 3.8921, grad_norm: 1.9816 2020-07-24 12:23:01,124 - mmaction - INFO - Epoch [26][1920/3757] lr: 9.532e-02, eta: 4 days, 17:59:07, time: 0.599, data_time: 0.002, memory: 5237, top1_acc: 0.1992, top5_acc: 0.4406, loss_cls: 3.7931, loss: 3.7931, grad_norm: 1.9881 2020-07-24 12:23:13,391 - mmaction - INFO - Epoch [26][1940/3757] lr: 9.532e-02, eta: 4 days, 17:58:41, time: 0.612, data_time: 0.001, memory: 5237, top1_acc: 0.2094, top5_acc: 0.4258, loss_cls: 3.8189, loss: 3.8189, grad_norm: 2.0195 2020-07-24 12:23:25,560 - mmaction - INFO - Epoch [26][1960/3757] lr: 9.532e-02, eta: 4 days, 17:58:15, time: 0.611, data_time: 0.004, memory: 5237, top1_acc: 0.1883, top5_acc: 0.4188, loss_cls: 3.8887, loss: 3.8887, grad_norm: 1.9153 2020-07-24 12:23:37,599 - mmaction - INFO - Epoch [26][1980/3757] lr: 9.532e-02, eta: 4 days, 17:57:49, time: 0.602, data_time: 0.001, memory: 5237, top1_acc: 0.2062, top5_acc: 0.4313, loss_cls: 3.8027, loss: 3.8027, grad_norm: 1.9584 2020-07-24 12:23:49,838 - mmaction - INFO - Epoch [26][2000/3757] lr: 9.532e-02, eta: 4 days, 17:57:23, time: 0.612, data_time: 0.001, memory: 5237, top1_acc: 0.2164, top5_acc: 0.4352, loss_cls: 3.8405, loss: 3.8405, grad_norm: 1.9584 2020-07-24 12:24:02,429 - mmaction - INFO - Epoch [26][2020/3757] lr: 9.532e-02, eta: 4 days, 17:56:59, time: 0.630, data_time: 0.001, memory: 5237, top1_acc: 0.1859, top5_acc: 0.4125, loss_cls: 3.8647, loss: 3.8647, grad_norm: 1.9747 2020-07-24 12:24:14,945 - mmaction - INFO - Epoch [26][2040/3757] lr: 9.532e-02, eta: 4 days, 17:56:35, time: 0.626, data_time: 0.002, memory: 5237, top1_acc: 0.2062, top5_acc: 0.4352, loss_cls: 3.8661, loss: 3.8661, grad_norm: 1.9399 2020-07-24 12:24:27,437 - mmaction - INFO - Epoch [26][2060/3757] lr: 9.532e-02, eta: 4 days, 17:56:11, time: 0.624, data_time: 0.001, memory: 5237, top1_acc: 0.1992, top5_acc: 0.4297, loss_cls: 3.8420, loss: 3.8420, grad_norm: 1.9329 2020-07-24 12:24:40,061 - mmaction - INFO - Epoch [26][2080/3757] lr: 9.532e-02, eta: 4 days, 17:55:48, time: 0.631, data_time: 0.001, memory: 5237, top1_acc: 0.2070, top5_acc: 0.4430, loss_cls: 3.8377, loss: 3.8377, grad_norm: 1.9739 2020-07-24 12:24:52,089 - mmaction - INFO - Epoch [26][2100/3757] lr: 9.532e-02, eta: 4 days, 17:55:21, time: 0.601, data_time: 0.001, memory: 5237, top1_acc: 0.2023, top5_acc: 0.4211, loss_cls: 3.9195, loss: 3.9195, grad_norm: 1.9634 2020-07-24 12:25:04,461 - mmaction - INFO - Epoch [26][2120/3757] lr: 9.532e-02, eta: 4 days, 17:54:56, time: 0.618, data_time: 0.002, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4086, loss_cls: 3.8825, loss: 3.8825, grad_norm: 1.8956 2020-07-24 12:25:16,891 - mmaction - INFO - Epoch [26][2140/3757] lr: 9.532e-02, eta: 4 days, 17:54:32, time: 0.621, data_time: 0.002, memory: 5237, top1_acc: 0.1891, top5_acc: 0.4203, loss_cls: 3.9005, loss: 3.9005, grad_norm: 1.9259 2020-07-24 12:25:29,325 - mmaction - INFO - Epoch [26][2160/3757] lr: 9.532e-02, eta: 4 days, 17:54:08, time: 0.622, data_time: 0.002, memory: 5237, top1_acc: 0.1766, top5_acc: 0.4141, loss_cls: 3.9141, loss: 3.9141, grad_norm: 1.9210 2020-07-24 12:25:41,549 - mmaction - INFO - Epoch [26][2180/3757] lr: 9.532e-02, eta: 4 days, 17:53:42, time: 0.611, data_time: 0.002, memory: 5237, top1_acc: 0.1797, top5_acc: 0.4141, loss_cls: 3.9295, loss: 3.9295, grad_norm: 1.9128 2020-07-24 12:25:54,313 - mmaction - INFO - Epoch [26][2200/3757] lr: 9.532e-02, eta: 4 days, 17:53:20, time: 0.638, data_time: 0.002, memory: 5237, top1_acc: 0.2016, top5_acc: 0.4203, loss_cls: 3.8630, loss: 3.8630, grad_norm: 1.8917 2020-07-24 12:26:07,292 - mmaction - INFO - Epoch [26][2220/3757] lr: 9.532e-02, eta: 4 days, 17:52:58, time: 0.648, data_time: 0.001, memory: 5237, top1_acc: 0.1859, top5_acc: 0.4055, loss_cls: 3.8991, loss: 3.8991, grad_norm: 1.9136 2020-07-24 12:26:19,268 - mmaction - INFO - Epoch [26][2240/3757] lr: 9.532e-02, eta: 4 days, 17:52:31, time: 0.599, data_time: 0.001, memory: 5237, top1_acc: 0.1758, top5_acc: 0.4180, loss_cls: 3.9037, loss: 3.9037, grad_norm: 1.9005 2020-07-24 12:26:31,305 - mmaction - INFO - Epoch [26][2260/3757] lr: 9.532e-02, eta: 4 days, 17:52:04, time: 0.602, data_time: 0.001, memory: 5237, top1_acc: 0.2008, top5_acc: 0.4242, loss_cls: 3.8413, loss: 3.8413, grad_norm: 1.9000 2020-07-24 12:26:43,464 - mmaction - INFO - Epoch [26][2280/3757] lr: 9.532e-02, eta: 4 days, 17:51:38, time: 0.607, data_time: 0.001, memory: 5237, top1_acc: 0.2219, top5_acc: 0.4461, loss_cls: 3.7051, loss: 3.7051, grad_norm: 1.9405 2020-07-24 12:26:56,582 - mmaction - INFO - Epoch [26][2300/3757] lr: 9.532e-02, eta: 4 days, 17:51:18, time: 0.656, data_time: 0.002, memory: 5237, top1_acc: 0.2016, top5_acc: 0.4211, loss_cls: 3.8330, loss: 3.8330, grad_norm: 2.0162 2020-07-24 12:27:08,624 - mmaction - INFO - Epoch [26][2320/3757] lr: 9.532e-02, eta: 4 days, 17:50:51, time: 0.603, data_time: 0.002, memory: 5237, top1_acc: 0.1953, top5_acc: 0.4305, loss_cls: 3.8312, loss: 3.8312, grad_norm: 1.9349 2020-07-24 12:27:21,424 - mmaction - INFO - Epoch [26][2340/3757] lr: 9.532e-02, eta: 4 days, 17:50:29, time: 0.640, data_time: 0.002, memory: 5237, top1_acc: 0.1758, top5_acc: 0.3914, loss_cls: 3.9995, loss: 3.9995, grad_norm: 1.9429 2020-07-24 12:27:33,417 - mmaction - INFO - Epoch [26][2360/3757] lr: 9.532e-02, eta: 4 days, 17:50:02, time: 0.600, data_time: 0.001, memory: 5237, top1_acc: 0.1672, top5_acc: 0.3984, loss_cls: 3.9422, loss: 3.9422, grad_norm: 1.9385 2020-07-24 12:27:46,315 - mmaction - INFO - Epoch [26][2380/3757] lr: 9.532e-02, eta: 4 days, 17:49:41, time: 0.645, data_time: 0.001, memory: 5237, top1_acc: 0.2125, top5_acc: 0.4391, loss_cls: 3.8023, loss: 3.8023, grad_norm: 1.9212 2020-07-24 12:27:59,425 - mmaction - INFO - Epoch [26][2400/3757] lr: 9.532e-02, eta: 4 days, 17:49:20, time: 0.655, data_time: 0.002, memory: 5237, top1_acc: 0.2211, top5_acc: 0.4320, loss_cls: 3.8091, loss: 3.8091, grad_norm: 2.0257 2020-07-24 12:28:11,388 - mmaction - INFO - Epoch [26][2420/3757] lr: 9.532e-02, eta: 4 days, 17:48:53, time: 0.598, data_time: 0.002, memory: 5237, top1_acc: 0.2203, top5_acc: 0.4484, loss_cls: 3.7856, loss: 3.7856, grad_norm: 1.9426 2020-07-24 12:28:24,045 - mmaction - INFO - Epoch [26][2440/3757] lr: 9.532e-02, eta: 4 days, 17:48:30, time: 0.633, data_time: 0.002, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4203, loss_cls: 3.8211, loss: 3.8211, grad_norm: 1.9786 2020-07-24 12:28:36,311 - mmaction - INFO - Epoch [26][2460/3757] lr: 9.532e-02, eta: 4 days, 17:48:05, time: 0.614, data_time: 0.002, memory: 5237, top1_acc: 0.1805, top5_acc: 0.4180, loss_cls: 3.9232, loss: 3.9232, grad_norm: 1.9904 2020-07-24 12:28:48,548 - mmaction - INFO - Epoch [26][2480/3757] lr: 9.532e-02, eta: 4 days, 17:47:39, time: 0.611, data_time: 0.001, memory: 5237, top1_acc: 0.2195, top5_acc: 0.4508, loss_cls: 3.7792, loss: 3.7792, grad_norm: 1.9586 2020-07-24 12:29:00,790 - mmaction - INFO - Epoch [26][2500/3757] lr: 9.532e-02, eta: 4 days, 17:47:14, time: 0.612, data_time: 0.002, memory: 5237, top1_acc: 0.2125, top5_acc: 0.4445, loss_cls: 3.7647, loss: 3.7647, grad_norm: 1.9051 2020-07-24 12:29:13,993 - mmaction - INFO - Epoch [26][2520/3757] lr: 9.532e-02, eta: 4 days, 17:46:54, time: 0.660, data_time: 0.002, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4180, loss_cls: 3.8951, loss: 3.8951, grad_norm: 1.9504 2020-07-24 12:29:26,062 - mmaction - INFO - Epoch [26][2540/3757] lr: 9.532e-02, eta: 4 days, 17:46:28, time: 0.603, data_time: 0.001, memory: 5237, top1_acc: 0.2141, top5_acc: 0.4336, loss_cls: 3.7555, loss: 3.7555, grad_norm: 1.9376 2020-07-24 12:29:38,118 - mmaction - INFO - Epoch [26][2560/3757] lr: 9.532e-02, eta: 4 days, 17:46:01, time: 0.604, data_time: 0.003, memory: 5237, top1_acc: 0.1891, top5_acc: 0.4148, loss_cls: 3.8899, loss: 3.8899, grad_norm: 1.9816 2020-07-24 12:29:50,452 - mmaction - INFO - Epoch [26][2580/3757] lr: 9.532e-02, eta: 4 days, 17:45:36, time: 0.617, data_time: 0.001, memory: 5237, top1_acc: 0.1953, top5_acc: 0.4117, loss_cls: 3.8684, loss: 3.8684, grad_norm: 1.9123 2020-07-24 12:30:03,302 - mmaction - INFO - Epoch [26][2600/3757] lr: 9.532e-02, eta: 4 days, 17:45:14, time: 0.641, data_time: 0.002, memory: 5237, top1_acc: 0.1758, top5_acc: 0.3953, loss_cls: 3.9531, loss: 3.9531, grad_norm: 1.9489 2020-07-24 12:30:15,831 - mmaction - INFO - Epoch [26][2620/3757] lr: 9.532e-02, eta: 4 days, 17:44:51, time: 0.627, data_time: 0.002, memory: 5237, top1_acc: 0.1852, top5_acc: 0.4367, loss_cls: 3.8825, loss: 3.8825, grad_norm: 1.9348 2020-07-24 12:30:28,050 - mmaction - INFO - Epoch [26][2640/3757] lr: 9.532e-02, eta: 4 days, 17:44:25, time: 0.611, data_time: 0.002, memory: 5237, top1_acc: 0.2031, top5_acc: 0.4219, loss_cls: 3.8672, loss: 3.8672, grad_norm: 1.9483 2020-07-24 12:30:40,286 - mmaction - INFO - Epoch [26][2660/3757] lr: 9.532e-02, eta: 4 days, 17:43:59, time: 0.612, data_time: 0.003, memory: 5237, top1_acc: 0.2227, top5_acc: 0.4297, loss_cls: 3.8410, loss: 3.8410, grad_norm: 1.9428 2020-07-24 12:30:52,225 - mmaction - INFO - Epoch [26][2680/3757] lr: 9.532e-02, eta: 4 days, 17:43:32, time: 0.597, data_time: 0.002, memory: 5237, top1_acc: 0.2102, top5_acc: 0.4258, loss_cls: 3.8516, loss: 3.8516, grad_norm: 1.9761 2020-07-24 12:31:04,560 - mmaction - INFO - Epoch [26][2700/3757] lr: 9.532e-02, eta: 4 days, 17:43:07, time: 0.617, data_time: 0.002, memory: 5237, top1_acc: 0.2016, top5_acc: 0.4281, loss_cls: 3.8917, loss: 3.8917, grad_norm: 1.9043 2020-07-24 12:31:18,454 - mmaction - INFO - Epoch [26][2720/3757] lr: 9.532e-02, eta: 4 days, 17:42:52, time: 0.694, data_time: 0.001, memory: 5237, top1_acc: 0.2094, top5_acc: 0.4273, loss_cls: 3.8291, loss: 3.8291, grad_norm: 1.9205 2020-07-24 12:31:30,945 - mmaction - INFO - Epoch [26][2740/3757] lr: 9.532e-02, eta: 4 days, 17:42:28, time: 0.625, data_time: 0.002, memory: 5237, top1_acc: 0.2000, top5_acc: 0.4273, loss_cls: 3.8219, loss: 3.8219, grad_norm: 1.8938 2020-07-24 12:31:43,870 - mmaction - INFO - Epoch [26][2760/3757] lr: 9.532e-02, eta: 4 days, 17:42:07, time: 0.646, data_time: 0.001, memory: 5237, top1_acc: 0.1812, top5_acc: 0.4180, loss_cls: 3.8992, loss: 3.8992, grad_norm: 1.9087 2020-07-24 12:31:56,978 - mmaction - INFO - Epoch [26][2780/3757] lr: 9.532e-02, eta: 4 days, 17:41:46, time: 0.656, data_time: 0.001, memory: 5237, top1_acc: 0.1914, top5_acc: 0.4133, loss_cls: 3.9271, loss: 3.9271, grad_norm: 1.8985 2020-07-24 12:32:09,078 - mmaction - INFO - Epoch [26][2800/3757] lr: 9.532e-02, eta: 4 days, 17:41:20, time: 0.604, data_time: 0.001, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4266, loss_cls: 3.8674, loss: 3.8674, grad_norm: 1.8800 2020-07-24 12:32:21,301 - mmaction - INFO - Epoch [26][2820/3757] lr: 9.532e-02, eta: 4 days, 17:40:55, time: 0.612, data_time: 0.002, memory: 5237, top1_acc: 0.1859, top5_acc: 0.4328, loss_cls: 3.8630, loss: 3.8630, grad_norm: 1.8937 2020-07-24 12:32:34,107 - mmaction - INFO - Epoch [26][2840/3757] lr: 9.532e-02, eta: 4 days, 17:40:33, time: 0.640, data_time: 0.001, memory: 5237, top1_acc: 0.2023, top5_acc: 0.4336, loss_cls: 3.8958, loss: 3.8958, grad_norm: 2.0083 2020-07-24 12:32:46,181 - mmaction - INFO - Epoch [26][2860/3757] lr: 9.532e-02, eta: 4 days, 17:40:06, time: 0.604, data_time: 0.002, memory: 5237, top1_acc: 0.1992, top5_acc: 0.4406, loss_cls: 3.8009, loss: 3.8009, grad_norm: 1.9234 2020-07-24 12:33:00,161 - mmaction - INFO - Epoch [26][2880/3757] lr: 9.532e-02, eta: 4 days, 17:39:51, time: 0.699, data_time: 0.002, memory: 5237, top1_acc: 0.2062, top5_acc: 0.4234, loss_cls: 3.8677, loss: 3.8677, grad_norm: 1.8780 2020-07-24 12:33:12,906 - mmaction - INFO - Epoch [26][2900/3757] lr: 9.532e-02, eta: 4 days, 17:39:29, time: 0.637, data_time: 0.003, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4258, loss_cls: 3.8346, loss: 3.8346, grad_norm: 1.9442 2020-07-24 12:33:25,467 - mmaction - INFO - Epoch [26][2920/3757] lr: 9.532e-02, eta: 4 days, 17:39:05, time: 0.628, data_time: 0.002, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4211, loss_cls: 3.8677, loss: 3.8677, grad_norm: 1.9189 2020-07-24 12:33:37,668 - mmaction - INFO - Epoch [26][2940/3757] lr: 9.532e-02, eta: 4 days, 17:38:40, time: 0.610, data_time: 0.002, memory: 5237, top1_acc: 0.2211, top5_acc: 0.4453, loss_cls: 3.7462, loss: 3.7462, grad_norm: 1.8925 2020-07-24 12:33:50,529 - mmaction - INFO - Epoch [26][2960/3757] lr: 9.532e-02, eta: 4 days, 17:38:18, time: 0.643, data_time: 0.002, memory: 5237, top1_acc: 0.2023, top5_acc: 0.4211, loss_cls: 3.8920, loss: 3.8920, grad_norm: 2.0101 2020-07-24 12:34:02,901 - mmaction - INFO - Epoch [26][2980/3757] lr: 9.532e-02, eta: 4 days, 17:37:53, time: 0.619, data_time: 0.002, memory: 5237, top1_acc: 0.1680, top5_acc: 0.4039, loss_cls: 3.9604, loss: 3.9604, grad_norm: 1.9078 2020-07-24 12:34:15,861 - mmaction - INFO - Epoch [26][3000/3757] lr: 9.532e-02, eta: 4 days, 17:37:32, time: 0.648, data_time: 0.002, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4352, loss_cls: 3.8506, loss: 3.8506, grad_norm: 1.8811 2020-07-24 12:34:28,436 - mmaction - INFO - Epoch [26][3020/3757] lr: 9.532e-02, eta: 4 days, 17:37:09, time: 0.629, data_time: 0.002, memory: 5237, top1_acc: 0.2148, top5_acc: 0.4289, loss_cls: 3.8124, loss: 3.8124, grad_norm: 1.9411 2020-07-24 12:34:41,007 - mmaction - INFO - Epoch [26][3040/3757] lr: 9.532e-02, eta: 4 days, 17:36:46, time: 0.627, data_time: 0.001, memory: 5237, top1_acc: 0.1961, top5_acc: 0.4055, loss_cls: 3.9875, loss: 3.9875, grad_norm: 1.9510 2020-07-24 12:34:53,368 - mmaction - INFO - Epoch [26][3060/3757] lr: 9.532e-02, eta: 4 days, 17:36:21, time: 0.620, data_time: 0.003, memory: 5237, top1_acc: 0.1828, top5_acc: 0.4141, loss_cls: 3.8806, loss: 3.8806, grad_norm: 1.9126 2020-07-24 12:35:05,704 - mmaction - INFO - Epoch [26][3080/3757] lr: 9.532e-02, eta: 4 days, 17:35:56, time: 0.617, data_time: 0.001, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4000, loss_cls: 3.9023, loss: 3.9023, grad_norm: 1.9418 2020-07-24 12:35:17,900 - mmaction - INFO - Epoch [26][3100/3757] lr: 9.532e-02, eta: 4 days, 17:35:31, time: 0.608, data_time: 0.001, memory: 5237, top1_acc: 0.1867, top5_acc: 0.4148, loss_cls: 3.9009, loss: 3.9009, grad_norm: 1.9719 2020-07-24 12:35:30,454 - mmaction - INFO - Epoch [26][3120/3757] lr: 9.532e-02, eta: 4 days, 17:35:07, time: 0.627, data_time: 0.002, memory: 5237, top1_acc: 0.1844, top5_acc: 0.4156, loss_cls: 3.9218, loss: 3.9218, grad_norm: 2.0127 2020-07-24 12:35:43,242 - mmaction - INFO - Epoch [26][3140/3757] lr: 9.532e-02, eta: 4 days, 17:34:45, time: 0.641, data_time: 0.003, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4430, loss_cls: 3.7530, loss: 3.7530, grad_norm: 1.9322 2020-07-24 12:35:55,659 - mmaction - INFO - Epoch [26][3160/3757] lr: 9.532e-02, eta: 4 days, 17:34:21, time: 0.621, data_time: 0.001, memory: 5237, top1_acc: 0.1961, top5_acc: 0.4133, loss_cls: 3.8465, loss: 3.8465, grad_norm: 2.0378 2020-07-24 12:36:08,985 - mmaction - INFO - Epoch [26][3180/3757] lr: 9.532e-02, eta: 4 days, 17:34:02, time: 0.666, data_time: 0.001, memory: 5237, top1_acc: 0.1984, top5_acc: 0.4148, loss_cls: 3.8967, loss: 3.8967, grad_norm: 1.9244 2020-07-24 12:36:21,084 - mmaction - INFO - Epoch [26][3200/3757] lr: 9.532e-02, eta: 4 days, 17:33:36, time: 0.605, data_time: 0.002, memory: 5237, top1_acc: 0.1852, top5_acc: 0.4375, loss_cls: 3.8563, loss: 3.8563, grad_norm: 1.9525 2020-07-24 12:36:33,276 - mmaction - INFO - Epoch [26][3220/3757] lr: 9.532e-02, eta: 4 days, 17:33:10, time: 0.608, data_time: 0.001, memory: 5237, top1_acc: 0.2031, top5_acc: 0.4266, loss_cls: 3.8209, loss: 3.8209, grad_norm: 1.9847 2020-07-24 12:36:45,545 - mmaction - INFO - Epoch [26][3240/3757] lr: 9.532e-02, eta: 4 days, 17:32:45, time: 0.614, data_time: 0.003, memory: 5237, top1_acc: 0.2148, top5_acc: 0.4133, loss_cls: 3.8402, loss: 3.8402, grad_norm: 2.0152 2020-07-24 12:36:58,792 - mmaction - INFO - Epoch [26][3260/3757] lr: 9.532e-02, eta: 4 days, 17:32:26, time: 0.663, data_time: 0.002, memory: 5237, top1_acc: 0.1875, top5_acc: 0.3937, loss_cls: 4.0005, loss: 4.0005, grad_norm: 1.9702 2020-07-24 12:37:11,676 - mmaction - INFO - Epoch [26][3280/3757] lr: 9.532e-02, eta: 4 days, 17:32:04, time: 0.645, data_time: 0.002, memory: 5237, top1_acc: 0.1828, top5_acc: 0.4234, loss_cls: 3.9223, loss: 3.9223, grad_norm: 1.9488 2020-07-24 12:37:24,869 - mmaction - INFO - Epoch [26][3300/3757] lr: 9.532e-02, eta: 4 days, 17:31:45, time: 0.660, data_time: 0.002, memory: 5237, top1_acc: 0.1883, top5_acc: 0.4172, loss_cls: 3.9535, loss: 3.9535, grad_norm: 1.9423 2020-07-24 12:37:37,621 - mmaction - INFO - Epoch [26][3320/3757] lr: 9.532e-02, eta: 4 days, 17:31:22, time: 0.637, data_time: 0.001, memory: 5237, top1_acc: 0.2016, top5_acc: 0.4359, loss_cls: 3.8299, loss: 3.8299, grad_norm: 1.9574 2020-07-24 12:37:50,578 - mmaction - INFO - Epoch [26][3340/3757] lr: 9.532e-02, eta: 4 days, 17:31:01, time: 0.648, data_time: 0.001, memory: 5237, top1_acc: 0.1773, top5_acc: 0.4031, loss_cls: 3.9500, loss: 3.9500, grad_norm: 2.0067 2020-07-24 12:38:03,411 - mmaction - INFO - Epoch [26][3360/3757] lr: 9.532e-02, eta: 4 days, 17:30:40, time: 0.642, data_time: 0.002, memory: 5237, top1_acc: 0.1906, top5_acc: 0.4227, loss_cls: 3.8927, loss: 3.8927, grad_norm: 1.9661 2020-07-24 12:38:15,601 - mmaction - INFO - Epoch [26][3380/3757] lr: 9.532e-02, eta: 4 days, 17:30:14, time: 0.609, data_time: 0.001, memory: 5237, top1_acc: 0.2047, top5_acc: 0.4437, loss_cls: 3.8668, loss: 3.8668, grad_norm: 1.9614 2020-07-24 12:38:27,897 - mmaction - INFO - Epoch [26][3400/3757] lr: 9.532e-02, eta: 4 days, 17:29:49, time: 0.615, data_time: 0.002, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4266, loss_cls: 3.8984, loss: 3.8984, grad_norm: 1.9532 2020-07-24 12:38:39,883 - mmaction - INFO - Epoch [26][3420/3757] lr: 9.532e-02, eta: 4 days, 17:29:22, time: 0.600, data_time: 0.002, memory: 5237, top1_acc: 0.1727, top5_acc: 0.4180, loss_cls: 3.9068, loss: 3.9068, grad_norm: 1.9485 2020-07-24 12:38:51,973 - mmaction - INFO - Epoch [26][3440/3757] lr: 9.532e-02, eta: 4 days, 17:28:56, time: 0.605, data_time: 0.002, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4359, loss_cls: 3.8691, loss: 3.8691, grad_norm: 1.9200 2020-07-24 12:39:04,536 - mmaction - INFO - Epoch [26][3460/3757] lr: 9.532e-02, eta: 4 days, 17:28:33, time: 0.628, data_time: 0.002, memory: 5237, top1_acc: 0.1734, top5_acc: 0.4078, loss_cls: 3.9039, loss: 3.9039, grad_norm: 1.9156 2020-07-24 12:39:17,572 - mmaction - INFO - Epoch [26][3480/3757] lr: 9.532e-02, eta: 4 days, 17:28:12, time: 0.652, data_time: 0.002, memory: 5237, top1_acc: 0.1789, top5_acc: 0.4023, loss_cls: 3.9214, loss: 3.9214, grad_norm: 1.9058 2020-07-24 12:39:30,654 - mmaction - INFO - Epoch [26][3500/3757] lr: 9.532e-02, eta: 4 days, 17:27:52, time: 0.653, data_time: 0.001, memory: 5237, top1_acc: 0.1797, top5_acc: 0.4297, loss_cls: 3.8969, loss: 3.8969, grad_norm: 1.9247 2020-07-24 12:39:43,176 - mmaction - INFO - Epoch [26][3520/3757] lr: 9.532e-02, eta: 4 days, 17:27:29, time: 0.627, data_time: 0.003, memory: 5237, top1_acc: 0.1867, top5_acc: 0.4141, loss_cls: 3.8544, loss: 3.8544, grad_norm: 1.9221 2020-07-24 12:39:55,351 - mmaction - INFO - Epoch [26][3540/3757] lr: 9.532e-02, eta: 4 days, 17:27:03, time: 0.608, data_time: 0.001, memory: 5237, top1_acc: 0.1977, top5_acc: 0.4203, loss_cls: 3.8667, loss: 3.8667, grad_norm: 1.9256 2020-07-24 12:40:07,952 - mmaction - INFO - Epoch [26][3560/3757] lr: 9.532e-02, eta: 4 days, 17:26:40, time: 0.631, data_time: 0.002, memory: 5237, top1_acc: 0.1852, top5_acc: 0.4211, loss_cls: 3.9507, loss: 3.9507, grad_norm: 1.9958 2020-07-24 12:40:20,000 - mmaction - INFO - Epoch [26][3580/3757] lr: 9.532e-02, eta: 4 days, 17:26:13, time: 0.601, data_time: 0.001, memory: 5237, top1_acc: 0.2094, top5_acc: 0.4305, loss_cls: 3.8504, loss: 3.8504, grad_norm: 1.8751 2020-07-24 12:40:32,251 - mmaction - INFO - Epoch [26][3600/3757] lr: 9.532e-02, eta: 4 days, 17:25:48, time: 0.613, data_time: 0.002, memory: 5237, top1_acc: 0.1992, top5_acc: 0.4242, loss_cls: 3.8612, loss: 3.8612, grad_norm: 1.9297 2020-07-24 12:40:45,141 - mmaction - INFO - Epoch [26][3620/3757] lr: 9.532e-02, eta: 4 days, 17:25:27, time: 0.644, data_time: 0.002, memory: 5237, top1_acc: 0.1953, top5_acc: 0.4195, loss_cls: 3.8851, loss: 3.8851, grad_norm: 1.9156 2020-07-24 12:40:57,805 - mmaction - INFO - Epoch [26][3640/3757] lr: 9.532e-02, eta: 4 days, 17:25:04, time: 0.633, data_time: 0.002, memory: 5237, top1_acc: 0.2055, top5_acc: 0.4430, loss_cls: 3.7881, loss: 3.7881, grad_norm: 1.9386 2020-07-24 12:41:11,336 - mmaction - INFO - Epoch [26][3660/3757] lr: 9.532e-02, eta: 4 days, 17:24:47, time: 0.677, data_time: 0.002, memory: 5237, top1_acc: 0.1812, top5_acc: 0.3984, loss_cls: 3.9324, loss: 3.9324, grad_norm: 1.8880 2020-07-24 12:41:23,847 - mmaction - INFO - Epoch [26][3680/3757] lr: 9.532e-02, eta: 4 days, 17:24:23, time: 0.625, data_time: 0.002, memory: 5237, top1_acc: 0.2117, top5_acc: 0.4297, loss_cls: 3.8387, loss: 3.8387, grad_norm: 1.9312 2020-07-24 12:41:35,933 - mmaction - INFO - Epoch [26][3700/3757] lr: 9.532e-02, eta: 4 days, 17:23:57, time: 0.605, data_time: 0.002, memory: 5237, top1_acc: 0.2047, top5_acc: 0.4273, loss_cls: 3.7888, loss: 3.7888, grad_norm: 1.9363 2020-07-24 12:41:48,449 - mmaction - INFO - Epoch [26][3720/3757] lr: 9.532e-02, eta: 4 days, 17:23:33, time: 0.626, data_time: 0.001, memory: 5237, top1_acc: 0.1859, top5_acc: 0.4227, loss_cls: 3.8932, loss: 3.8932, grad_norm: 2.0063 2020-07-24 12:42:00,681 - mmaction - INFO - Epoch [26][3740/3757] lr: 9.532e-02, eta: 4 days, 17:23:08, time: 0.611, data_time: 0.001, memory: 5237, top1_acc: 0.1977, top5_acc: 0.3945, loss_cls: 3.9902, loss: 3.9902, grad_norm: 1.9546 2020-07-24 12:45:26,991 - mmaction - INFO - Epoch [27][20/3757] lr: 9.494e-02, eta: 4 days, 17:39:04, time: 9.592, data_time: 8.873, memory: 5237, top1_acc: 0.1836, top5_acc: 0.4211, loss_cls: 3.9310, loss: 3.9310, grad_norm: 1.9435 2020-07-24 12:45:40,184 - mmaction - INFO - Epoch [27][40/3757] lr: 9.494e-02, eta: 4 days, 17:38:44, time: 0.658, data_time: 0.002, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4219, loss_cls: 3.8632, loss: 3.8632, grad_norm: 1.8951 2020-07-24 12:45:52,821 - mmaction - INFO - Epoch [27][60/3757] lr: 9.494e-02, eta: 4 days, 17:38:21, time: 0.634, data_time: 0.004, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4172, loss_cls: 3.8746, loss: 3.8746, grad_norm: 1.9392 2020-07-24 12:46:05,233 - mmaction - INFO - Epoch [27][80/3757] lr: 9.494e-02, eta: 4 days, 17:37:56, time: 0.621, data_time: 0.002, memory: 5237, top1_acc: 0.2078, top5_acc: 0.4484, loss_cls: 3.7743, loss: 3.7743, grad_norm: 1.9830 2020-07-24 12:46:17,640 - mmaction - INFO - Epoch [27][100/3757] lr: 9.494e-02, eta: 4 days, 17:37:32, time: 0.620, data_time: 0.002, memory: 5237, top1_acc: 0.2070, top5_acc: 0.4156, loss_cls: 3.8471, loss: 3.8471, grad_norm: 1.9298 2020-07-24 12:46:29,471 - mmaction - INFO - Epoch [27][120/3757] lr: 9.494e-02, eta: 4 days, 17:37:04, time: 0.592, data_time: 0.002, memory: 5237, top1_acc: 0.2289, top5_acc: 0.4516, loss_cls: 3.8146, loss: 3.8146, grad_norm: 1.9095 2020-07-24 12:46:41,950 - mmaction - INFO - Epoch [27][140/3757] lr: 9.494e-02, eta: 4 days, 17:36:40, time: 0.622, data_time: 0.001, memory: 5237, top1_acc: 0.2242, top5_acc: 0.4375, loss_cls: 3.8715, loss: 3.8715, grad_norm: 1.9188 2020-07-24 12:46:54,108 - mmaction - INFO - Epoch [27][160/3757] lr: 9.494e-02, eta: 4 days, 17:36:14, time: 0.609, data_time: 0.003, memory: 5237, top1_acc: 0.2070, top5_acc: 0.4508, loss_cls: 3.7690, loss: 3.7690, grad_norm: 1.9577 2020-07-24 12:47:06,605 - mmaction - INFO - Epoch [27][180/3757] lr: 9.494e-02, eta: 4 days, 17:35:50, time: 0.625, data_time: 0.002, memory: 5237, top1_acc: 0.2055, top5_acc: 0.4492, loss_cls: 3.7585, loss: 3.7585, grad_norm: 2.0186 2020-07-24 12:47:19,240 - mmaction - INFO - Epoch [27][200/3757] lr: 9.494e-02, eta: 4 days, 17:35:27, time: 0.630, data_time: 0.002, memory: 5237, top1_acc: 0.1836, top5_acc: 0.4094, loss_cls: 3.9389, loss: 3.9389, grad_norm: 1.9453 2020-07-24 12:47:33,361 - mmaction - INFO - Epoch [27][220/3757] lr: 9.494e-02, eta: 4 days, 17:35:13, time: 0.706, data_time: 0.003, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4406, loss_cls: 3.8585, loss: 3.8585, grad_norm: 1.9672 2020-07-24 12:47:46,056 - mmaction - INFO - Epoch [27][240/3757] lr: 9.494e-02, eta: 4 days, 17:34:50, time: 0.635, data_time: 0.002, memory: 5237, top1_acc: 0.1750, top5_acc: 0.4227, loss_cls: 3.8615, loss: 3.8615, grad_norm: 1.9721 2020-07-24 12:47:58,792 - mmaction - INFO - Epoch [27][260/3757] lr: 9.494e-02, eta: 4 days, 17:34:28, time: 0.637, data_time: 0.002, memory: 5237, top1_acc: 0.1914, top5_acc: 0.4125, loss_cls: 3.9041, loss: 3.9041, grad_norm: 1.9809 2020-07-24 12:48:11,202 - mmaction - INFO - Epoch [27][280/3757] lr: 9.494e-02, eta: 4 days, 17:34:04, time: 0.621, data_time: 0.002, memory: 5237, top1_acc: 0.1844, top5_acc: 0.4109, loss_cls: 3.8698, loss: 3.8698, grad_norm: 1.8971 2020-07-24 12:48:23,531 - mmaction - INFO - Epoch [27][300/3757] lr: 9.494e-02, eta: 4 days, 17:33:39, time: 0.615, data_time: 0.002, memory: 5237, top1_acc: 0.1992, top5_acc: 0.4266, loss_cls: 3.8935, loss: 3.8935, grad_norm: 1.9290 2020-07-24 12:48:35,964 - mmaction - INFO - Epoch [27][320/3757] lr: 9.494e-02, eta: 4 days, 17:33:15, time: 0.622, data_time: 0.002, memory: 5237, top1_acc: 0.1961, top5_acc: 0.4273, loss_cls: 3.8870, loss: 3.8870, grad_norm: 1.9143 2020-07-24 12:48:48,120 - mmaction - INFO - Epoch [27][340/3757] lr: 9.494e-02, eta: 4 days, 17:32:49, time: 0.608, data_time: 0.002, memory: 5237, top1_acc: 0.1938, top5_acc: 0.4109, loss_cls: 3.8679, loss: 3.8679, grad_norm: 1.8831 2020-07-24 12:49:00,131 - mmaction - INFO - Epoch [27][360/3757] lr: 9.494e-02, eta: 4 days, 17:32:22, time: 0.600, data_time: 0.001, memory: 5237, top1_acc: 0.2047, top5_acc: 0.4227, loss_cls: 3.8482, loss: 3.8482, grad_norm: 1.9332 2020-07-24 12:49:12,284 - mmaction - INFO - Epoch [27][380/3757] lr: 9.494e-02, eta: 4 days, 17:31:56, time: 0.607, data_time: 0.002, memory: 5237, top1_acc: 0.2008, top5_acc: 0.4250, loss_cls: 3.7991, loss: 3.7991, grad_norm: 1.9580 2020-07-24 12:49:24,828 - mmaction - INFO - Epoch [27][400/3757] lr: 9.494e-02, eta: 4 days, 17:31:33, time: 0.628, data_time: 0.003, memory: 5237, top1_acc: 0.2102, top5_acc: 0.4516, loss_cls: 3.7789, loss: 3.7789, grad_norm: 1.9122 2020-07-24 12:49:37,598 - mmaction - INFO - Epoch [27][420/3757] lr: 9.494e-02, eta: 4 days, 17:31:10, time: 0.638, data_time: 0.002, memory: 5237, top1_acc: 0.1977, top5_acc: 0.4336, loss_cls: 3.8086, loss: 3.8086, grad_norm: 2.0144 2020-07-24 12:49:50,187 - mmaction - INFO - Epoch [27][440/3757] lr: 9.494e-02, eta: 4 days, 17:30:47, time: 0.629, data_time: 0.002, memory: 5237, top1_acc: 0.1938, top5_acc: 0.4242, loss_cls: 3.8815, loss: 3.8815, grad_norm: 1.9641 2020-07-24 12:50:03,213 - mmaction - INFO - Epoch [27][460/3757] lr: 9.494e-02, eta: 4 days, 17:30:27, time: 0.652, data_time: 0.002, memory: 5237, top1_acc: 0.2094, top5_acc: 0.4273, loss_cls: 3.8472, loss: 3.8472, grad_norm: 1.8876 2020-07-24 12:50:15,349 - mmaction - INFO - Epoch [27][480/3757] lr: 9.494e-02, eta: 4 days, 17:30:01, time: 0.607, data_time: 0.001, memory: 5237, top1_acc: 0.2172, top5_acc: 0.4383, loss_cls: 3.7539, loss: 3.7539, grad_norm: 1.9012 2020-07-24 12:50:27,606 - mmaction - INFO - Epoch [27][500/3757] lr: 9.494e-02, eta: 4 days, 17:29:35, time: 0.612, data_time: 0.001, memory: 5237, top1_acc: 0.2078, top5_acc: 0.4383, loss_cls: 3.7864, loss: 3.7864, grad_norm: 1.9311 2020-07-24 12:50:39,726 - mmaction - INFO - Epoch [27][520/3757] lr: 9.494e-02, eta: 4 days, 17:29:09, time: 0.606, data_time: 0.001, memory: 5237, top1_acc: 0.1953, top5_acc: 0.4125, loss_cls: 3.8789, loss: 3.8789, grad_norm: 1.9973 2020-07-24 12:50:52,267 - mmaction - INFO - Epoch [27][540/3757] lr: 9.494e-02, eta: 4 days, 17:28:46, time: 0.628, data_time: 0.002, memory: 5237, top1_acc: 0.2117, top5_acc: 0.4266, loss_cls: 3.8453, loss: 3.8453, grad_norm: 1.8984 2020-07-24 12:51:04,500 - mmaction - INFO - Epoch [27][560/3757] lr: 9.494e-02, eta: 4 days, 17:28:21, time: 0.611, data_time: 0.002, memory: 5237, top1_acc: 0.1883, top5_acc: 0.4313, loss_cls: 3.8820, loss: 3.8820, grad_norm: 1.9634 2020-07-24 12:51:16,606 - mmaction - INFO - Epoch [27][580/3757] lr: 9.494e-02, eta: 4 days, 17:27:55, time: 0.606, data_time: 0.002, memory: 5237, top1_acc: 0.2078, top5_acc: 0.4211, loss_cls: 3.8120, loss: 3.8120, grad_norm: 1.9423 2020-07-24 12:51:29,148 - mmaction - INFO - Epoch [27][600/3757] lr: 9.494e-02, eta: 4 days, 17:27:31, time: 0.626, data_time: 0.001, memory: 5237, top1_acc: 0.1961, top5_acc: 0.4188, loss_cls: 3.8422, loss: 3.8422, grad_norm: 2.0169 2020-07-24 12:51:41,069 - mmaction - INFO - Epoch [27][620/3757] lr: 9.494e-02, eta: 4 days, 17:27:04, time: 0.597, data_time: 0.003, memory: 5237, top1_acc: 0.1922, top5_acc: 0.4141, loss_cls: 3.9176, loss: 3.9176, grad_norm: 1.9020 2020-07-24 12:51:52,906 - mmaction - INFO - Epoch [27][640/3757] lr: 9.494e-02, eta: 4 days, 17:26:36, time: 0.592, data_time: 0.001, memory: 5237, top1_acc: 0.1938, top5_acc: 0.4297, loss_cls: 3.8130, loss: 3.8130, grad_norm: 1.9372 2020-07-24 12:52:05,442 - mmaction - INFO - Epoch [27][660/3757] lr: 9.494e-02, eta: 4 days, 17:26:13, time: 0.626, data_time: 0.001, memory: 5237, top1_acc: 0.2070, top5_acc: 0.4313, loss_cls: 3.7542, loss: 3.7542, grad_norm: 2.0291 2020-07-24 12:52:17,912 - mmaction - INFO - Epoch [27][680/3757] lr: 9.494e-02, eta: 4 days, 17:25:49, time: 0.623, data_time: 0.002, memory: 5237, top1_acc: 0.1984, top5_acc: 0.3969, loss_cls: 3.9476, loss: 3.9476, grad_norm: 2.0356 2020-07-24 12:52:30,716 - mmaction - INFO - Epoch [27][700/3757] lr: 9.494e-02, eta: 4 days, 17:25:27, time: 0.641, data_time: 0.002, memory: 5237, top1_acc: 0.1914, top5_acc: 0.4133, loss_cls: 3.9015, loss: 3.9015, grad_norm: 1.9553 2020-07-24 12:52:43,357 - mmaction - INFO - Epoch [27][720/3757] lr: 9.494e-02, eta: 4 days, 17:25:04, time: 0.632, data_time: 0.002, memory: 5237, top1_acc: 0.1883, top5_acc: 0.4070, loss_cls: 3.9169, loss: 3.9169, grad_norm: 1.9034 2020-07-24 12:52:55,337 - mmaction - INFO - Epoch [27][740/3757] lr: 9.494e-02, eta: 4 days, 17:24:37, time: 0.599, data_time: 0.001, memory: 5237, top1_acc: 0.2070, top5_acc: 0.4094, loss_cls: 3.8628, loss: 3.8628, grad_norm: 1.8920 2020-07-24 12:53:07,513 - mmaction - INFO - Epoch [27][760/3757] lr: 9.494e-02, eta: 4 days, 17:24:12, time: 0.609, data_time: 0.002, memory: 5237, top1_acc: 0.1961, top5_acc: 0.4234, loss_cls: 3.8828, loss: 3.8828, grad_norm: 1.9649 2020-07-24 12:53:19,428 - mmaction - INFO - Epoch [27][780/3757] lr: 9.494e-02, eta: 4 days, 17:23:44, time: 0.595, data_time: 0.001, memory: 5237, top1_acc: 0.2148, top5_acc: 0.4461, loss_cls: 3.7958, loss: 3.7958, grad_norm: 1.9462 2020-07-24 12:53:31,582 - mmaction - INFO - Epoch [27][800/3757] lr: 9.494e-02, eta: 4 days, 17:23:19, time: 0.608, data_time: 0.002, memory: 5237, top1_acc: 0.1938, top5_acc: 0.4289, loss_cls: 3.8330, loss: 3.8330, grad_norm: 1.9699 2020-07-24 12:53:43,813 - mmaction - INFO - Epoch [27][820/3757] lr: 9.494e-02, eta: 4 days, 17:22:53, time: 0.611, data_time: 0.001, memory: 5237, top1_acc: 0.2047, top5_acc: 0.4508, loss_cls: 3.7827, loss: 3.7827, grad_norm: 1.9373 2020-07-24 12:53:56,951 - mmaction - INFO - Epoch [27][840/3757] lr: 9.494e-02, eta: 4 days, 17:22:34, time: 0.657, data_time: 0.002, memory: 5237, top1_acc: 0.1922, top5_acc: 0.4250, loss_cls: 3.8126, loss: 3.8126, grad_norm: 2.0315 2020-07-24 12:54:09,749 - mmaction - INFO - Epoch [27][860/3757] lr: 9.494e-02, eta: 4 days, 17:22:12, time: 0.640, data_time: 0.002, memory: 5237, top1_acc: 0.2133, top5_acc: 0.4305, loss_cls: 3.7916, loss: 3.7916, grad_norm: 1.9650 2020-07-24 12:54:21,886 - mmaction - INFO - Epoch [27][880/3757] lr: 9.494e-02, eta: 4 days, 17:21:46, time: 0.607, data_time: 0.001, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4219, loss_cls: 3.8319, loss: 3.8319, grad_norm: 1.8982 2020-07-24 12:54:34,020 - mmaction - INFO - Epoch [27][900/3757] lr: 9.494e-02, eta: 4 days, 17:21:20, time: 0.607, data_time: 0.001, memory: 5237, top1_acc: 0.1672, top5_acc: 0.3828, loss_cls: 4.0510, loss: 4.0510, grad_norm: 1.9600 2020-07-24 12:54:46,004 - mmaction - INFO - Epoch [27][920/3757] lr: 9.494e-02, eta: 4 days, 17:20:53, time: 0.598, data_time: 0.001, memory: 5237, top1_acc: 0.1922, top5_acc: 0.4250, loss_cls: 3.8874, loss: 3.8874, grad_norm: 1.9097 2020-07-24 12:54:58,496 - mmaction - INFO - Epoch [27][940/3757] lr: 9.494e-02, eta: 4 days, 17:20:30, time: 0.625, data_time: 0.002, memory: 5237, top1_acc: 0.2070, top5_acc: 0.4031, loss_cls: 3.8734, loss: 3.8734, grad_norm: 1.9346 2020-07-24 12:55:10,803 - mmaction - INFO - Epoch [27][960/3757] lr: 9.494e-02, eta: 4 days, 17:20:05, time: 0.616, data_time: 0.002, memory: 5237, top1_acc: 0.1914, top5_acc: 0.4172, loss_cls: 3.8436, loss: 3.8436, grad_norm: 1.9557 2020-07-24 12:55:23,166 - mmaction - INFO - Epoch [27][980/3757] lr: 9.494e-02, eta: 4 days, 17:19:40, time: 0.618, data_time: 0.002, memory: 5237, top1_acc: 0.2023, top5_acc: 0.4266, loss_cls: 3.8377, loss: 3.8377, grad_norm: 1.9597 2020-07-24 12:55:35,205 - mmaction - INFO - Epoch [27][1000/3757] lr: 9.494e-02, eta: 4 days, 17:19:14, time: 0.602, data_time: 0.002, memory: 5237, top1_acc: 0.2023, top5_acc: 0.4539, loss_cls: 3.6946, loss: 3.6946, grad_norm: 2.0059 2020-07-24 12:55:47,413 - mmaction - INFO - Epoch [27][1020/3757] lr: 9.494e-02, eta: 4 days, 17:18:49, time: 0.610, data_time: 0.001, memory: 5237, top1_acc: 0.1922, top5_acc: 0.4000, loss_cls: 3.9693, loss: 3.9693, grad_norm: 2.0194 2020-07-24 12:55:59,614 - mmaction - INFO - Epoch [27][1040/3757] lr: 9.494e-02, eta: 4 days, 17:18:23, time: 0.610, data_time: 0.001, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4461, loss_cls: 3.7748, loss: 3.7748, grad_norm: 1.9506 2020-07-24 12:56:11,790 - mmaction - INFO - Epoch [27][1060/3757] lr: 9.494e-02, eta: 4 days, 17:17:58, time: 0.608, data_time: 0.002, memory: 5237, top1_acc: 0.1820, top5_acc: 0.3992, loss_cls: 3.9709, loss: 3.9709, grad_norm: 1.9466 2020-07-24 12:56:23,753 - mmaction - INFO - Epoch [27][1080/3757] lr: 9.494e-02, eta: 4 days, 17:17:31, time: 0.598, data_time: 0.003, memory: 5237, top1_acc: 0.1789, top5_acc: 0.4234, loss_cls: 3.8698, loss: 3.8698, grad_norm: 1.9107 2020-07-24 12:56:35,954 - mmaction - INFO - Epoch [27][1100/3757] lr: 9.494e-02, eta: 4 days, 17:17:06, time: 0.611, data_time: 0.002, memory: 5237, top1_acc: 0.1773, top5_acc: 0.3992, loss_cls: 3.9266, loss: 3.9266, grad_norm: 1.9228 2020-07-24 12:56:48,331 - mmaction - INFO - Epoch [27][1120/3757] lr: 9.494e-02, eta: 4 days, 17:16:41, time: 0.618, data_time: 0.001, memory: 5237, top1_acc: 0.1906, top5_acc: 0.4102, loss_cls: 3.8967, loss: 3.8967, grad_norm: 1.9084 2020-07-24 12:57:00,338 - mmaction - INFO - Epoch [27][1140/3757] lr: 9.494e-02, eta: 4 days, 17:16:15, time: 0.601, data_time: 0.003, memory: 5237, top1_acc: 0.1820, top5_acc: 0.4164, loss_cls: 3.8719, loss: 3.8719, grad_norm: 1.9189 2020-07-24 12:57:12,445 - mmaction - INFO - Epoch [27][1160/3757] lr: 9.494e-02, eta: 4 days, 17:15:49, time: 0.605, data_time: 0.002, memory: 5237, top1_acc: 0.2172, top5_acc: 0.4656, loss_cls: 3.7005, loss: 3.7005, grad_norm: 1.9751 2020-07-24 12:57:24,578 - mmaction - INFO - Epoch [27][1180/3757] lr: 9.494e-02, eta: 4 days, 17:15:23, time: 0.607, data_time: 0.002, memory: 5237, top1_acc: 0.1805, top5_acc: 0.4219, loss_cls: 3.8711, loss: 3.8711, grad_norm: 1.9537 2020-07-24 12:57:36,684 - mmaction - INFO - Epoch [27][1200/3757] lr: 9.494e-02, eta: 4 days, 17:14:57, time: 0.605, data_time: 0.001, memory: 5237, top1_acc: 0.1867, top5_acc: 0.4125, loss_cls: 3.8950, loss: 3.8950, grad_norm: 2.0007 2020-07-24 12:57:48,753 - mmaction - INFO - Epoch [27][1220/3757] lr: 9.494e-02, eta: 4 days, 17:14:31, time: 0.604, data_time: 0.001, memory: 5237, top1_acc: 0.1922, top5_acc: 0.3977, loss_cls: 3.9697, loss: 3.9697, grad_norm: 1.9076 2020-07-24 12:58:00,831 - mmaction - INFO - Epoch [27][1240/3757] lr: 9.494e-02, eta: 4 days, 17:14:05, time: 0.604, data_time: 0.002, memory: 5237, top1_acc: 0.2156, top5_acc: 0.4469, loss_cls: 3.7633, loss: 3.7633, grad_norm: 1.8891 2020-07-24 12:58:13,092 - mmaction - INFO - Epoch [27][1260/3757] lr: 9.494e-02, eta: 4 days, 17:13:40, time: 0.612, data_time: 0.001, memory: 5237, top1_acc: 0.1938, top5_acc: 0.4383, loss_cls: 3.8042, loss: 3.8042, grad_norm: 1.9803 2020-07-24 12:58:25,115 - mmaction - INFO - Epoch [27][1280/3757] lr: 9.494e-02, eta: 4 days, 17:13:14, time: 0.601, data_time: 0.001, memory: 5237, top1_acc: 0.1992, top5_acc: 0.4234, loss_cls: 3.8944, loss: 3.8944, grad_norm: 1.9939 2020-07-24 12:58:37,162 - mmaction - INFO - Epoch [27][1300/3757] lr: 9.494e-02, eta: 4 days, 17:12:47, time: 0.603, data_time: 0.002, memory: 5237, top1_acc: 0.1836, top5_acc: 0.4250, loss_cls: 3.8722, loss: 3.8722, grad_norm: 1.9588 2020-07-24 12:58:48,999 - mmaction - INFO - Epoch [27][1320/3757] lr: 9.494e-02, eta: 4 days, 17:12:20, time: 0.592, data_time: 0.002, memory: 5237, top1_acc: 0.2219, top5_acc: 0.4445, loss_cls: 3.7818, loss: 3.7818, grad_norm: 1.9347 2020-07-24 12:59:00,992 - mmaction - INFO - Epoch [27][1340/3757] lr: 9.494e-02, eta: 4 days, 17:11:54, time: 0.600, data_time: 0.002, memory: 5237, top1_acc: 0.1867, top5_acc: 0.4195, loss_cls: 3.8659, loss: 3.8659, grad_norm: 1.9200 2020-07-24 12:59:13,164 - mmaction - INFO - Epoch [27][1360/3757] lr: 9.494e-02, eta: 4 days, 17:11:28, time: 0.608, data_time: 0.001, memory: 5237, top1_acc: 0.2031, top5_acc: 0.4305, loss_cls: 3.8059, loss: 3.8059, grad_norm: 1.9200 2020-07-24 12:59:25,285 - mmaction - INFO - Epoch [27][1380/3757] lr: 9.494e-02, eta: 4 days, 17:11:02, time: 0.606, data_time: 0.002, memory: 5237, top1_acc: 0.2039, top5_acc: 0.4437, loss_cls: 3.7875, loss: 3.7875, grad_norm: 2.0380 2020-07-24 12:59:37,334 - mmaction - INFO - Epoch [27][1400/3757] lr: 9.494e-02, eta: 4 days, 17:10:36, time: 0.603, data_time: 0.001, memory: 5237, top1_acc: 0.1867, top5_acc: 0.4133, loss_cls: 3.9530, loss: 3.9530, grad_norm: 2.0045 2020-07-24 12:59:49,563 - mmaction - INFO - Epoch [27][1420/3757] lr: 9.494e-02, eta: 4 days, 17:10:11, time: 0.611, data_time: 0.001, memory: 5237, top1_acc: 0.1961, top5_acc: 0.4109, loss_cls: 3.9292, loss: 3.9292, grad_norm: 1.9586 2020-07-24 13:00:01,571 - mmaction - INFO - Epoch [27][1440/3757] lr: 9.494e-02, eta: 4 days, 17:09:45, time: 0.600, data_time: 0.001, memory: 5237, top1_acc: 0.2000, top5_acc: 0.4305, loss_cls: 3.7396, loss: 3.7396, grad_norm: 1.9618 2020-07-24 13:00:19,811 - mmaction - INFO - Epoch [27][1460/3757] lr: 9.494e-02, eta: 4 days, 17:09:54, time: 0.910, data_time: 0.001, memory: 5237, top1_acc: 0.2016, top5_acc: 0.4242, loss_cls: 3.7893, loss: 3.7893, grad_norm: 1.9867 2020-07-24 13:00:32,062 - mmaction - INFO - Epoch [27][1480/3757] lr: 9.494e-02, eta: 4 days, 17:09:29, time: 0.614, data_time: 0.004, memory: 5237, top1_acc: 0.1664, top5_acc: 0.4078, loss_cls: 3.8957, loss: 3.8957, grad_norm: 1.9921 2020-07-24 13:00:45,178 - mmaction - INFO - Epoch [27][1500/3757] lr: 9.494e-02, eta: 4 days, 17:09:09, time: 0.655, data_time: 0.002, memory: 5237, top1_acc: 0.1766, top5_acc: 0.4062, loss_cls: 3.8877, loss: 3.8877, grad_norm: 2.0021 2020-07-24 13:00:57,484 - mmaction - INFO - Epoch [27][1520/3757] lr: 9.494e-02, eta: 4 days, 17:08:45, time: 0.616, data_time: 0.002, memory: 5237, top1_acc: 0.1914, top5_acc: 0.4180, loss_cls: 3.9170, loss: 3.9170, grad_norm: 1.8982 2020-07-24 13:01:09,676 - mmaction - INFO - Epoch [27][1540/3757] lr: 9.494e-02, eta: 4 days, 17:08:20, time: 0.610, data_time: 0.001, memory: 5237, top1_acc: 0.1820, top5_acc: 0.4430, loss_cls: 3.7944, loss: 3.7944, grad_norm: 1.9502 2020-07-24 13:01:21,815 - mmaction - INFO - Epoch [27][1560/3757] lr: 9.494e-02, eta: 4 days, 17:07:54, time: 0.606, data_time: 0.001, memory: 5237, top1_acc: 0.1859, top5_acc: 0.4172, loss_cls: 3.9242, loss: 3.9242, grad_norm: 1.9639 2020-07-24 13:01:33,882 - mmaction - INFO - Epoch [27][1580/3757] lr: 9.494e-02, eta: 4 days, 17:07:28, time: 0.604, data_time: 0.002, memory: 5237, top1_acc: 0.1906, top5_acc: 0.4180, loss_cls: 3.9059, loss: 3.9059, grad_norm: 1.9126 2020-07-24 13:01:46,010 - mmaction - INFO - Epoch [27][1600/3757] lr: 9.494e-02, eta: 4 days, 17:07:02, time: 0.606, data_time: 0.001, memory: 5237, top1_acc: 0.1984, top5_acc: 0.4336, loss_cls: 3.8106, loss: 3.8106, grad_norm: 1.9555 2020-07-24 13:01:58,106 - mmaction - INFO - Epoch [27][1620/3757] lr: 9.494e-02, eta: 4 days, 17:06:36, time: 0.604, data_time: 0.001, memory: 5237, top1_acc: 0.1891, top5_acc: 0.4250, loss_cls: 3.8948, loss: 3.8948, grad_norm: 2.0071 2020-07-24 13:02:10,197 - mmaction - INFO - Epoch [27][1640/3757] lr: 9.494e-02, eta: 4 days, 17:06:10, time: 0.605, data_time: 0.002, memory: 5237, top1_acc: 0.1867, top5_acc: 0.4117, loss_cls: 3.9108, loss: 3.9108, grad_norm: 1.9150 2020-07-24 13:02:22,304 - mmaction - INFO - Epoch [27][1660/3757] lr: 9.494e-02, eta: 4 days, 17:05:45, time: 0.605, data_time: 0.001, memory: 5237, top1_acc: 0.2188, top5_acc: 0.4375, loss_cls: 3.8121, loss: 3.8121, grad_norm: 1.9484 2020-07-24 13:02:34,287 - mmaction - INFO - Epoch [27][1680/3757] lr: 9.494e-02, eta: 4 days, 17:05:18, time: 0.600, data_time: 0.001, memory: 5237, top1_acc: 0.2000, top5_acc: 0.4258, loss_cls: 3.8386, loss: 3.8386, grad_norm: 1.9367 2020-07-24 13:02:46,584 - mmaction - INFO - Epoch [27][1700/3757] lr: 9.494e-02, eta: 4 days, 17:04:53, time: 0.614, data_time: 0.001, memory: 5237, top1_acc: 0.2055, top5_acc: 0.4313, loss_cls: 3.8508, loss: 3.8508, grad_norm: 1.9662 2020-07-24 13:02:58,570 - mmaction - INFO - Epoch [27][1720/3757] lr: 9.494e-02, eta: 4 days, 17:04:27, time: 0.601, data_time: 0.003, memory: 5237, top1_acc: 0.1875, top5_acc: 0.4203, loss_cls: 3.9116, loss: 3.9116, grad_norm: 1.9349 2020-07-24 13:03:10,964 - mmaction - INFO - Epoch [27][1740/3757] lr: 9.494e-02, eta: 4 days, 17:04:03, time: 0.620, data_time: 0.001, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4195, loss_cls: 3.8388, loss: 3.8388, grad_norm: 1.9612 2020-07-24 13:03:23,213 - mmaction - INFO - Epoch [27][1760/3757] lr: 9.494e-02, eta: 4 days, 17:03:38, time: 0.612, data_time: 0.002, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4055, loss_cls: 3.9252, loss: 3.9252, grad_norm: 1.9866 2020-07-24 13:03:35,423 - mmaction - INFO - Epoch [27][1780/3757] lr: 9.494e-02, eta: 4 days, 17:03:13, time: 0.610, data_time: 0.001, memory: 5237, top1_acc: 0.2008, top5_acc: 0.4172, loss_cls: 3.8447, loss: 3.8447, grad_norm: 1.8612 2020-07-24 13:03:47,616 - mmaction - INFO - Epoch [27][1800/3757] lr: 9.494e-02, eta: 4 days, 17:02:48, time: 0.610, data_time: 0.002, memory: 5237, top1_acc: 0.2117, top5_acc: 0.4352, loss_cls: 3.8069, loss: 3.8069, grad_norm: 1.9740 2020-07-24 13:03:59,954 - mmaction - INFO - Epoch [27][1820/3757] lr: 9.494e-02, eta: 4 days, 17:02:23, time: 0.617, data_time: 0.001, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4086, loss_cls: 3.9090, loss: 3.9090, grad_norm: 1.9769 2020-07-24 13:04:11,967 - mmaction - INFO - Epoch [27][1840/3757] lr: 9.494e-02, eta: 4 days, 17:01:57, time: 0.601, data_time: 0.001, memory: 5237, top1_acc: 0.2086, top5_acc: 0.4391, loss_cls: 3.8367, loss: 3.8367, grad_norm: 1.9621 2020-07-24 13:04:23,865 - mmaction - INFO - Epoch [27][1860/3757] lr: 9.494e-02, eta: 4 days, 17:01:30, time: 0.594, data_time: 0.001, memory: 5237, top1_acc: 0.2078, top5_acc: 0.4414, loss_cls: 3.8251, loss: 3.8251, grad_norm: 1.9877 2020-07-24 13:04:35,813 - mmaction - INFO - Epoch [27][1880/3757] lr: 9.494e-02, eta: 4 days, 17:01:03, time: 0.597, data_time: 0.002, memory: 5237, top1_acc: 0.1883, top5_acc: 0.4437, loss_cls: 3.9027, loss: 3.9027, grad_norm: 1.9907 2020-07-24 13:04:47,915 - mmaction - INFO - Epoch [27][1900/3757] lr: 9.494e-02, eta: 4 days, 17:00:38, time: 0.606, data_time: 0.002, memory: 5237, top1_acc: 0.1898, top5_acc: 0.4273, loss_cls: 3.9018, loss: 3.9018, grad_norm: 1.9024 2020-07-24 13:05:00,168 - mmaction - INFO - Epoch [27][1920/3757] lr: 9.494e-02, eta: 4 days, 17:00:13, time: 0.612, data_time: 0.002, memory: 5237, top1_acc: 0.1828, top5_acc: 0.4078, loss_cls: 3.9116, loss: 3.9116, grad_norm: 1.9618 2020-07-24 13:05:12,249 - mmaction - INFO - Epoch [27][1940/3757] lr: 9.494e-02, eta: 4 days, 16:59:47, time: 0.604, data_time: 0.002, memory: 5237, top1_acc: 0.1938, top5_acc: 0.4406, loss_cls: 3.8583, loss: 3.8583, grad_norm: 1.9489 2020-07-24 13:05:24,643 - mmaction - INFO - Epoch [27][1960/3757] lr: 9.494e-02, eta: 4 days, 16:59:23, time: 0.620, data_time: 0.002, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4109, loss_cls: 3.8510, loss: 3.8510, grad_norm: 1.9325 2020-07-24 13:05:36,561 - mmaction - INFO - Epoch [27][1980/3757] lr: 9.494e-02, eta: 4 days, 16:58:56, time: 0.596, data_time: 0.001, memory: 5237, top1_acc: 0.2062, top5_acc: 0.4555, loss_cls: 3.7407, loss: 3.7407, grad_norm: 1.9694 2020-07-24 13:05:48,624 - mmaction - INFO - Epoch [27][2000/3757] lr: 9.494e-02, eta: 4 days, 16:58:30, time: 0.602, data_time: 0.002, memory: 5237, top1_acc: 0.1961, top5_acc: 0.4172, loss_cls: 3.8914, loss: 3.8914, grad_norm: 1.9728 2020-07-24 13:06:00,620 - mmaction - INFO - Epoch [27][2020/3757] lr: 9.494e-02, eta: 4 days, 16:58:04, time: 0.601, data_time: 0.002, memory: 5237, top1_acc: 0.1867, top5_acc: 0.4062, loss_cls: 3.9023, loss: 3.9023, grad_norm: 1.9790 2020-07-24 13:06:12,466 - mmaction - INFO - Epoch [27][2040/3757] lr: 9.494e-02, eta: 4 days, 16:57:37, time: 0.592, data_time: 0.001, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4250, loss_cls: 3.8593, loss: 3.8593, grad_norm: 1.9767 2020-07-24 13:06:24,634 - mmaction - INFO - Epoch [27][2060/3757] lr: 9.494e-02, eta: 4 days, 16:57:11, time: 0.609, data_time: 0.001, memory: 5237, top1_acc: 0.2086, top5_acc: 0.4305, loss_cls: 3.7928, loss: 3.7928, grad_norm: 2.0203 2020-07-24 13:06:36,735 - mmaction - INFO - Epoch [27][2080/3757] lr: 9.494e-02, eta: 4 days, 16:56:46, time: 0.605, data_time: 0.001, memory: 5237, top1_acc: 0.1992, top5_acc: 0.4359, loss_cls: 3.8472, loss: 3.8472, grad_norm: 1.9808 2020-07-24 13:06:48,860 - mmaction - INFO - Epoch [27][2100/3757] lr: 9.494e-02, eta: 4 days, 16:56:20, time: 0.606, data_time: 0.001, memory: 5237, top1_acc: 0.1836, top5_acc: 0.4102, loss_cls: 3.9189, loss: 3.9189, grad_norm: 2.0110 2020-07-24 13:07:01,218 - mmaction - INFO - Epoch [27][2120/3757] lr: 9.494e-02, eta: 4 days, 16:55:56, time: 0.618, data_time: 0.002, memory: 5237, top1_acc: 0.1992, top5_acc: 0.4109, loss_cls: 3.9518, loss: 3.9518, grad_norm: 1.9228 2020-07-24 13:07:13,273 - mmaction - INFO - Epoch [27][2140/3757] lr: 9.494e-02, eta: 4 days, 16:55:30, time: 0.603, data_time: 0.002, memory: 5237, top1_acc: 0.1938, top5_acc: 0.4461, loss_cls: 3.8209, loss: 3.8209, grad_norm: 1.8943 2020-07-24 13:07:25,125 - mmaction - INFO - Epoch [27][2160/3757] lr: 9.494e-02, eta: 4 days, 16:55:03, time: 0.593, data_time: 0.001, memory: 5237, top1_acc: 0.1922, top5_acc: 0.4281, loss_cls: 3.8250, loss: 3.8250, grad_norm: 1.8923 2020-07-24 13:07:37,333 - mmaction - INFO - Epoch [27][2180/3757] lr: 9.494e-02, eta: 4 days, 16:54:38, time: 0.610, data_time: 0.001, memory: 5237, top1_acc: 0.1727, top5_acc: 0.4023, loss_cls: 3.9607, loss: 3.9607, grad_norm: 1.9858 2020-07-24 13:07:55,654 - mmaction - INFO - Epoch [27][2200/3757] lr: 9.494e-02, eta: 4 days, 16:54:48, time: 0.915, data_time: 0.001, memory: 5237, top1_acc: 0.2023, top5_acc: 0.3984, loss_cls: 3.9187, loss: 3.9187, grad_norm: 1.9752 2020-07-24 13:08:08,119 - mmaction - INFO - Epoch [27][2220/3757] lr: 9.494e-02, eta: 4 days, 16:54:24, time: 0.623, data_time: 0.003, memory: 5237, top1_acc: 0.2000, top5_acc: 0.4211, loss_cls: 3.9061, loss: 3.9061, grad_norm: 1.9364 2020-07-24 13:08:20,583 - mmaction - INFO - Epoch [27][2240/3757] lr: 9.494e-02, eta: 4 days, 16:54:01, time: 0.624, data_time: 0.007, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4352, loss_cls: 3.8454, loss: 3.8454, grad_norm: 1.9019 2020-07-24 13:08:33,103 - mmaction - INFO - Epoch [27][2260/3757] lr: 9.494e-02, eta: 4 days, 16:53:38, time: 0.626, data_time: 0.002, memory: 5237, top1_acc: 0.2023, top5_acc: 0.4586, loss_cls: 3.7399, loss: 3.7399, grad_norm: 1.9532 2020-07-24 13:08:46,697 - mmaction - INFO - Epoch [27][2280/3757] lr: 9.494e-02, eta: 4 days, 16:53:21, time: 0.680, data_time: 0.003, memory: 5237, top1_acc: 0.1758, top5_acc: 0.3984, loss_cls: 3.9905, loss: 3.9905, grad_norm: 2.0194 2020-07-24 13:09:11,565 - mmaction - INFO - Epoch [27][2300/3757] lr: 9.494e-02, eta: 4 days, 16:54:09, time: 1.243, data_time: 0.002, memory: 5237, top1_acc: 0.1805, top5_acc: 0.3906, loss_cls: 3.9370, loss: 3.9370, grad_norm: 1.9943 2020-07-24 13:09:24,072 - mmaction - INFO - Epoch [27][2320/3757] lr: 9.494e-02, eta: 4 days, 16:53:45, time: 0.625, data_time: 0.003, memory: 5237, top1_acc: 0.1891, top5_acc: 0.4203, loss_cls: 3.8339, loss: 3.8339, grad_norm: 1.9463 2020-07-24 13:09:36,433 - mmaction - INFO - Epoch [27][2340/3757] lr: 9.494e-02, eta: 4 days, 16:53:21, time: 0.618, data_time: 0.003, memory: 5237, top1_acc: 0.1961, top5_acc: 0.4313, loss_cls: 3.8006, loss: 3.8006, grad_norm: 1.9273 2020-07-24 13:09:48,975 - mmaction - INFO - Epoch [27][2360/3757] lr: 9.494e-02, eta: 4 days, 16:52:58, time: 0.627, data_time: 0.003, memory: 5237, top1_acc: 0.1875, top5_acc: 0.4062, loss_cls: 3.9313, loss: 3.9313, grad_norm: 1.9682 2020-07-24 13:10:02,187 - mmaction - INFO - Epoch [27][2380/3757] lr: 9.494e-02, eta: 4 days, 16:52:39, time: 0.661, data_time: 0.003, memory: 5237, top1_acc: 0.1922, top5_acc: 0.4094, loss_cls: 3.9326, loss: 3.9326, grad_norm: 1.9351 2020-07-24 13:10:14,662 - mmaction - INFO - Epoch [27][2400/3757] lr: 9.494e-02, eta: 4 days, 16:52:15, time: 0.624, data_time: 0.001, memory: 5237, top1_acc: 0.2023, top5_acc: 0.4313, loss_cls: 3.8021, loss: 3.8021, grad_norm: 1.9100 2020-07-24 13:10:27,062 - mmaction - INFO - Epoch [27][2420/3757] lr: 9.494e-02, eta: 4 days, 16:51:51, time: 0.619, data_time: 0.002, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4352, loss_cls: 3.7761, loss: 3.7761, grad_norm: 1.9378 2020-07-24 13:10:39,657 - mmaction - INFO - Epoch [27][2440/3757] lr: 9.494e-02, eta: 4 days, 16:51:29, time: 0.630, data_time: 0.004, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4328, loss_cls: 3.7921, loss: 3.7921, grad_norm: 1.9464 2020-07-24 13:10:52,259 - mmaction - INFO - Epoch [27][2460/3757] lr: 9.494e-02, eta: 4 days, 16:51:06, time: 0.630, data_time: 0.002, memory: 5237, top1_acc: 0.1805, top5_acc: 0.4094, loss_cls: 3.9089, loss: 3.9089, grad_norm: 1.9618 2020-07-24 13:11:03,643 - mmaction - INFO - Epoch [27][2480/3757] lr: 9.494e-02, eta: 4 days, 16:50:36, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.2016, top5_acc: 0.4406, loss_cls: 3.8163, loss: 3.8163, grad_norm: 1.9469 2020-07-24 13:11:15,053 - mmaction - INFO - Epoch [27][2500/3757] lr: 9.494e-02, eta: 4 days, 16:50:07, time: 0.571, data_time: 0.003, memory: 5237, top1_acc: 0.1758, top5_acc: 0.4094, loss_cls: 3.9139, loss: 3.9139, grad_norm: 1.9970 2020-07-24 13:11:26,459 - mmaction - INFO - Epoch [27][2520/3757] lr: 9.494e-02, eta: 4 days, 16:49:37, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.1906, top5_acc: 0.4242, loss_cls: 3.8359, loss: 3.8359, grad_norm: 1.9409 2020-07-24 13:11:37,832 - mmaction - INFO - Epoch [27][2540/3757] lr: 9.494e-02, eta: 4 days, 16:49:07, time: 0.568, data_time: 0.002, memory: 5237, top1_acc: 0.2008, top5_acc: 0.4422, loss_cls: 3.7982, loss: 3.7982, grad_norm: 1.9265 2020-07-24 13:11:49,165 - mmaction - INFO - Epoch [27][2560/3757] lr: 9.494e-02, eta: 4 days, 16:48:37, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.2055, top5_acc: 0.4125, loss_cls: 3.8684, loss: 3.8684, grad_norm: 2.0027 2020-07-24 13:12:01,598 - mmaction - INFO - Epoch [27][2580/3757] lr: 9.494e-02, eta: 4 days, 16:48:13, time: 0.621, data_time: 0.003, memory: 5237, top1_acc: 0.1750, top5_acc: 0.3875, loss_cls: 4.0160, loss: 4.0160, grad_norm: 1.9202 2020-07-24 13:12:14,829 - mmaction - INFO - Epoch [27][2600/3757] lr: 9.494e-02, eta: 4 days, 16:47:54, time: 0.662, data_time: 0.003, memory: 5237, top1_acc: 0.1984, top5_acc: 0.4289, loss_cls: 3.9386, loss: 3.9386, grad_norm: 1.9308 2020-07-24 13:12:28,120 - mmaction - INFO - Epoch [27][2620/3757] lr: 9.494e-02, eta: 4 days, 16:47:36, time: 0.664, data_time: 0.002, memory: 5237, top1_acc: 0.2016, top5_acc: 0.4258, loss_cls: 3.8338, loss: 3.8338, grad_norm: 1.9050 2020-07-24 13:12:40,420 - mmaction - INFO - Epoch [27][2640/3757] lr: 9.494e-02, eta: 4 days, 16:47:11, time: 0.615, data_time: 0.003, memory: 5237, top1_acc: 0.2109, top5_acc: 0.4305, loss_cls: 3.8450, loss: 3.8450, grad_norm: 1.9182 2020-07-24 13:12:52,872 - mmaction - INFO - Epoch [27][2660/3757] lr: 9.494e-02, eta: 4 days, 16:46:47, time: 0.621, data_time: 0.003, memory: 5237, top1_acc: 0.1859, top5_acc: 0.4109, loss_cls: 3.9197, loss: 3.9197, grad_norm: 1.9218 2020-07-24 13:13:04,203 - mmaction - INFO - Epoch [27][2680/3757] lr: 9.494e-02, eta: 4 days, 16:46:18, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.1961, top5_acc: 0.4289, loss_cls: 3.8584, loss: 3.8584, grad_norm: 1.9774 2020-07-24 13:13:15,554 - mmaction - INFO - Epoch [27][2700/3757] lr: 9.494e-02, eta: 4 days, 16:45:48, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.1867, top5_acc: 0.4125, loss_cls: 3.9145, loss: 3.9145, grad_norm: 1.9415 2020-07-24 13:13:27,143 - mmaction - INFO - Epoch [27][2720/3757] lr: 9.494e-02, eta: 4 days, 16:45:19, time: 0.580, data_time: 0.003, memory: 5237, top1_acc: 0.2078, top5_acc: 0.4289, loss_cls: 3.8423, loss: 3.8423, grad_norm: 1.9281 2020-07-24 13:13:38,525 - mmaction - INFO - Epoch [27][2740/3757] lr: 9.494e-02, eta: 4 days, 16:44:50, time: 0.569, data_time: 0.002, memory: 5237, top1_acc: 0.1977, top5_acc: 0.4086, loss_cls: 3.9366, loss: 3.9366, grad_norm: 1.9639 2020-07-24 13:13:49,958 - mmaction - INFO - Epoch [27][2760/3757] lr: 9.494e-02, eta: 4 days, 16:44:20, time: 0.572, data_time: 0.003, memory: 5237, top1_acc: 0.1883, top5_acc: 0.4367, loss_cls: 3.8123, loss: 3.8123, grad_norm: 1.8776 2020-07-24 13:14:01,416 - mmaction - INFO - Epoch [27][2780/3757] lr: 9.494e-02, eta: 4 days, 16:43:51, time: 0.572, data_time: 0.003, memory: 5237, top1_acc: 0.2047, top5_acc: 0.4164, loss_cls: 3.9099, loss: 3.9099, grad_norm: 1.9611 2020-07-24 13:14:12,848 - mmaction - INFO - Epoch [27][2800/3757] lr: 9.494e-02, eta: 4 days, 16:43:21, time: 0.571, data_time: 0.003, memory: 5237, top1_acc: 0.2078, top5_acc: 0.4367, loss_cls: 3.8183, loss: 3.8183, grad_norm: 1.8658 2020-07-24 13:14:24,267 - mmaction - INFO - Epoch [27][2820/3757] lr: 9.494e-02, eta: 4 days, 16:42:52, time: 0.572, data_time: 0.004, memory: 5237, top1_acc: 0.1914, top5_acc: 0.4297, loss_cls: 3.8168, loss: 3.8168, grad_norm: 1.9660 2020-07-24 13:14:35,587 - mmaction - INFO - Epoch [27][2840/3757] lr: 9.494e-02, eta: 4 days, 16:42:22, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.2062, top5_acc: 0.4352, loss_cls: 3.8055, loss: 3.8055, grad_norm: 2.0148 2020-07-24 13:14:46,960 - mmaction - INFO - Epoch [27][2860/3757] lr: 9.494e-02, eta: 4 days, 16:41:52, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.1820, top5_acc: 0.4133, loss_cls: 3.9160, loss: 3.9160, grad_norm: 2.0085 2020-07-24 13:14:58,392 - mmaction - INFO - Epoch [27][2880/3757] lr: 9.494e-02, eta: 4 days, 16:41:23, time: 0.572, data_time: 0.003, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4344, loss_cls: 3.8211, loss: 3.8211, grad_norm: 1.8946 2020-07-24 13:15:09,801 - mmaction - INFO - Epoch [27][2900/3757] lr: 9.494e-02, eta: 4 days, 16:40:54, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4211, loss_cls: 3.8555, loss: 3.8555, grad_norm: 1.8905 2020-07-24 13:15:21,084 - mmaction - INFO - Epoch [27][2920/3757] lr: 9.494e-02, eta: 4 days, 16:40:24, time: 0.564, data_time: 0.003, memory: 5237, top1_acc: 0.2055, top5_acc: 0.4336, loss_cls: 3.8129, loss: 3.8129, grad_norm: 1.9042 2020-07-24 13:15:32,438 - mmaction - INFO - Epoch [27][2940/3757] lr: 9.494e-02, eta: 4 days, 16:39:54, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4227, loss_cls: 3.8185, loss: 3.8185, grad_norm: 1.9369 2020-07-24 13:15:43,776 - mmaction - INFO - Epoch [27][2960/3757] lr: 9.494e-02, eta: 4 days, 16:39:24, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4164, loss_cls: 3.9011, loss: 3.9011, grad_norm: 1.9405 2020-07-24 13:15:55,212 - mmaction - INFO - Epoch [27][2980/3757] lr: 9.494e-02, eta: 4 days, 16:38:55, time: 0.572, data_time: 0.003, memory: 5237, top1_acc: 0.1992, top5_acc: 0.4250, loss_cls: 3.8531, loss: 3.8531, grad_norm: 1.9114 2020-07-24 13:16:06,566 - mmaction - INFO - Epoch [27][3000/3757] lr: 9.494e-02, eta: 4 days, 16:38:25, time: 0.567, data_time: 0.002, memory: 5237, top1_acc: 0.1812, top5_acc: 0.4383, loss_cls: 3.8470, loss: 3.8470, grad_norm: 1.9584 2020-07-24 13:16:17,907 - mmaction - INFO - Epoch [27][3020/3757] lr: 9.494e-02, eta: 4 days, 16:37:55, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.2055, top5_acc: 0.4313, loss_cls: 3.7814, loss: 3.7814, grad_norm: 1.9254 2020-07-24 13:16:29,298 - mmaction - INFO - Epoch [27][3040/3757] lr: 9.494e-02, eta: 4 days, 16:37:26, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.1875, top5_acc: 0.4344, loss_cls: 3.8509, loss: 3.8509, grad_norm: 1.9596 2020-07-24 13:16:40,709 - mmaction - INFO - Epoch [27][3060/3757] lr: 9.494e-02, eta: 4 days, 16:36:56, time: 0.571, data_time: 0.003, memory: 5237, top1_acc: 0.1906, top5_acc: 0.4219, loss_cls: 3.9285, loss: 3.9285, grad_norm: 1.9805 2020-07-24 13:16:52,093 - mmaction - INFO - Epoch [27][3080/3757] lr: 9.494e-02, eta: 4 days, 16:36:27, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4336, loss_cls: 3.8499, loss: 3.8499, grad_norm: 2.0064 2020-07-24 13:17:03,456 - mmaction - INFO - Epoch [27][3100/3757] lr: 9.494e-02, eta: 4 days, 16:35:57, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.2086, top5_acc: 0.4297, loss_cls: 3.8813, loss: 3.8813, grad_norm: 1.9908 2020-07-24 13:17:14,788 - mmaction - INFO - Epoch [27][3120/3757] lr: 9.494e-02, eta: 4 days, 16:35:27, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.2000, top5_acc: 0.4344, loss_cls: 3.8432, loss: 3.8432, grad_norm: 2.0156 2020-07-24 13:17:26,242 - mmaction - INFO - Epoch [27][3140/3757] lr: 9.494e-02, eta: 4 days, 16:34:58, time: 0.572, data_time: 0.003, memory: 5237, top1_acc: 0.1961, top5_acc: 0.4219, loss_cls: 3.8504, loss: 3.8504, grad_norm: 1.9846 2020-07-24 13:17:37,668 - mmaction - INFO - Epoch [27][3160/3757] lr: 9.494e-02, eta: 4 days, 16:34:29, time: 0.572, data_time: 0.003, memory: 5237, top1_acc: 0.1875, top5_acc: 0.4258, loss_cls: 3.9028, loss: 3.9028, grad_norm: 1.9485 2020-07-24 13:17:49,035 - mmaction - INFO - Epoch [27][3180/3757] lr: 9.494e-02, eta: 4 days, 16:33:59, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.1883, top5_acc: 0.4008, loss_cls: 3.9192, loss: 3.9192, grad_norm: 1.9369 2020-07-24 13:18:00,366 - mmaction - INFO - Epoch [27][3200/3757] lr: 9.494e-02, eta: 4 days, 16:33:29, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.2086, top5_acc: 0.4414, loss_cls: 3.7901, loss: 3.7901, grad_norm: 1.9268 2020-07-24 13:18:11,916 - mmaction - INFO - Epoch [27][3220/3757] lr: 9.494e-02, eta: 4 days, 16:33:01, time: 0.577, data_time: 0.003, memory: 5237, top1_acc: 0.1844, top5_acc: 0.4219, loss_cls: 3.8772, loss: 3.8772, grad_norm: 2.0030 2020-07-24 13:18:23,178 - mmaction - INFO - Epoch [27][3240/3757] lr: 9.494e-02, eta: 4 days, 16:32:31, time: 0.563, data_time: 0.001, memory: 5237, top1_acc: 0.1938, top5_acc: 0.4117, loss_cls: 3.8958, loss: 3.8958, grad_norm: 1.9393 2020-07-24 13:18:34,532 - mmaction - INFO - Epoch [27][3260/3757] lr: 9.494e-02, eta: 4 days, 16:32:01, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4164, loss_cls: 3.8967, loss: 3.8967, grad_norm: 1.9228 2020-07-24 13:18:45,890 - mmaction - INFO - Epoch [27][3280/3757] lr: 9.494e-02, eta: 4 days, 16:31:31, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.1898, top5_acc: 0.4172, loss_cls: 3.8546, loss: 3.8546, grad_norm: 1.9378 2020-07-24 13:18:57,229 - mmaction - INFO - Epoch [27][3300/3757] lr: 9.494e-02, eta: 4 days, 16:31:02, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.1875, top5_acc: 0.4352, loss_cls: 3.8286, loss: 3.8286, grad_norm: 1.9369 2020-07-24 13:19:08,666 - mmaction - INFO - Epoch [27][3320/3757] lr: 9.494e-02, eta: 4 days, 16:30:33, time: 0.572, data_time: 0.003, memory: 5237, top1_acc: 0.1883, top5_acc: 0.4000, loss_cls: 3.9539, loss: 3.9539, grad_norm: 1.9383 2020-07-24 13:19:20,026 - mmaction - INFO - Epoch [27][3340/3757] lr: 9.494e-02, eta: 4 days, 16:30:03, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4391, loss_cls: 3.8575, loss: 3.8575, grad_norm: 1.8959 2020-07-24 13:19:31,396 - mmaction - INFO - Epoch [27][3360/3757] lr: 9.494e-02, eta: 4 days, 16:29:33, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.1914, top5_acc: 0.4094, loss_cls: 3.9221, loss: 3.9221, grad_norm: 1.9706 2020-07-24 13:19:42,710 - mmaction - INFO - Epoch [27][3380/3757] lr: 9.494e-02, eta: 4 days, 16:29:04, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.2023, top5_acc: 0.4391, loss_cls: 3.8184, loss: 3.8184, grad_norm: 1.9484 2020-07-24 13:19:54,046 - mmaction - INFO - Epoch [27][3400/3757] lr: 9.494e-02, eta: 4 days, 16:28:34, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.2188, top5_acc: 0.4188, loss_cls: 3.8744, loss: 3.8744, grad_norm: 1.9563 2020-07-24 13:20:05,468 - mmaction - INFO - Epoch [27][3420/3757] lr: 9.494e-02, eta: 4 days, 16:28:05, time: 0.571, data_time: 0.003, memory: 5237, top1_acc: 0.2164, top5_acc: 0.4437, loss_cls: 3.7972, loss: 3.7972, grad_norm: 1.9578 2020-07-24 13:20:16,870 - mmaction - INFO - Epoch [27][3440/3757] lr: 9.494e-02, eta: 4 days, 16:27:35, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.1828, top5_acc: 0.4141, loss_cls: 3.9057, loss: 3.9057, grad_norm: 2.0269 2020-07-24 13:20:28,172 - mmaction - INFO - Epoch [27][3460/3757] lr: 9.494e-02, eta: 4 days, 16:27:06, time: 0.565, data_time: 0.002, memory: 5237, top1_acc: 0.1742, top5_acc: 0.3898, loss_cls: 3.9840, loss: 3.9840, grad_norm: 1.9793 2020-07-24 13:20:39,556 - mmaction - INFO - Epoch [27][3480/3757] lr: 9.494e-02, eta: 4 days, 16:26:36, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.1867, top5_acc: 0.3992, loss_cls: 3.9926, loss: 3.9926, grad_norm: 1.9285 2020-07-24 13:20:50,965 - mmaction - INFO - Epoch [27][3500/3757] lr: 9.494e-02, eta: 4 days, 16:26:07, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.2062, top5_acc: 0.4484, loss_cls: 3.8368, loss: 3.8368, grad_norm: 1.9296 2020-07-24 13:21:02,325 - mmaction - INFO - Epoch [27][3520/3757] lr: 9.494e-02, eta: 4 days, 16:25:37, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.1766, top5_acc: 0.4117, loss_cls: 3.9110, loss: 3.9110, grad_norm: 1.9695 2020-07-24 13:21:13,684 - mmaction - INFO - Epoch [27][3540/3757] lr: 9.494e-02, eta: 4 days, 16:25:08, time: 0.568, data_time: 0.004, memory: 5237, top1_acc: 0.1883, top5_acc: 0.4336, loss_cls: 3.8016, loss: 3.8016, grad_norm: 1.8991 2020-07-24 13:21:25,064 - mmaction - INFO - Epoch [27][3560/3757] lr: 9.494e-02, eta: 4 days, 16:24:38, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.1914, top5_acc: 0.4148, loss_cls: 3.8837, loss: 3.8837, grad_norm: 1.9562 2020-07-24 13:21:36,473 - mmaction - INFO - Epoch [27][3580/3757] lr: 9.494e-02, eta: 4 days, 16:24:09, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.2062, top5_acc: 0.4344, loss_cls: 3.7961, loss: 3.7961, grad_norm: 1.9207 2020-07-24 13:21:47,854 - mmaction - INFO - Epoch [27][3600/3757] lr: 9.494e-02, eta: 4 days, 16:23:40, time: 0.570, data_time: 0.002, memory: 5237, top1_acc: 0.1773, top5_acc: 0.3945, loss_cls: 3.9456, loss: 3.9456, grad_norm: 1.9572 2020-07-24 13:21:59,217 - mmaction - INFO - Epoch [27][3620/3757] lr: 9.494e-02, eta: 4 days, 16:23:10, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.1859, top5_acc: 0.4328, loss_cls: 3.8226, loss: 3.8226, grad_norm: 1.9115 2020-07-24 13:22:10,510 - mmaction - INFO - Epoch [27][3640/3757] lr: 9.494e-02, eta: 4 days, 16:22:41, time: 0.564, data_time: 0.003, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4172, loss_cls: 3.8111, loss: 3.8111, grad_norm: 2.0009 2020-07-24 13:22:21,891 - mmaction - INFO - Epoch [27][3660/3757] lr: 9.494e-02, eta: 4 days, 16:22:11, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.2086, top5_acc: 0.4305, loss_cls: 3.8522, loss: 3.8522, grad_norm: 2.0100 2020-07-24 13:22:33,280 - mmaction - INFO - Epoch [27][3680/3757] lr: 9.494e-02, eta: 4 days, 16:21:42, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.2023, top5_acc: 0.4352, loss_cls: 3.8245, loss: 3.8245, grad_norm: 1.9403 2020-07-24 13:22:44,663 - mmaction - INFO - Epoch [27][3700/3757] lr: 9.494e-02, eta: 4 days, 16:21:13, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.1812, top5_acc: 0.4102, loss_cls: 3.9064, loss: 3.9064, grad_norm: 2.0210 2020-07-24 13:22:56,022 - mmaction - INFO - Epoch [27][3720/3757] lr: 9.494e-02, eta: 4 days, 16:20:43, time: 0.568, data_time: 0.002, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4328, loss_cls: 3.7918, loss: 3.7918, grad_norm: 2.0149 2020-07-24 13:23:07,349 - mmaction - INFO - Epoch [27][3740/3757] lr: 9.494e-02, eta: 4 days, 16:20:14, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.2016, top5_acc: 0.4148, loss_cls: 3.9160, loss: 3.9160, grad_norm: 1.9716 2020-07-24 13:26:15,063 - mmaction - INFO - Epoch [28][20/3757] lr: 9.455e-02, eta: 4 days, 16:33:31, time: 8.573, data_time: 7.884, memory: 5237, top1_acc: 0.2070, top5_acc: 0.4289, loss_cls: 3.8465, loss: 3.8465, grad_norm: 1.9509 2020-07-24 13:26:26,319 - mmaction - INFO - Epoch [28][40/3757] lr: 9.455e-02, eta: 4 days, 16:33:01, time: 0.563, data_time: 0.001, memory: 5237, top1_acc: 0.2148, top5_acc: 0.4531, loss_cls: 3.6585, loss: 3.6585, grad_norm: 1.9113 2020-07-24 13:26:37,674 - mmaction - INFO - Epoch [28][60/3757] lr: 9.455e-02, eta: 4 days, 16:32:32, time: 0.567, data_time: 0.002, memory: 5237, top1_acc: 0.2156, top5_acc: 0.4430, loss_cls: 3.7256, loss: 3.7256, grad_norm: 1.9926 2020-07-24 13:26:48,941 - mmaction - INFO - Epoch [28][80/3757] lr: 9.455e-02, eta: 4 days, 16:32:01, time: 0.564, data_time: 0.003, memory: 5237, top1_acc: 0.1961, top5_acc: 0.4414, loss_cls: 3.7913, loss: 3.7913, grad_norm: 2.0125 2020-07-24 13:27:00,217 - mmaction - INFO - Epoch [28][100/3757] lr: 9.455e-02, eta: 4 days, 16:31:31, time: 0.564, data_time: 0.002, memory: 5237, top1_acc: 0.2039, top5_acc: 0.4273, loss_cls: 3.8257, loss: 3.8257, grad_norm: 1.9658 2020-07-24 13:27:11,653 - mmaction - INFO - Epoch [28][120/3757] lr: 9.455e-02, eta: 4 days, 16:31:02, time: 0.572, data_time: 0.003, memory: 5237, top1_acc: 0.2047, top5_acc: 0.4430, loss_cls: 3.8151, loss: 3.8151, grad_norm: 1.9319 2020-07-24 13:27:22,939 - mmaction - INFO - Epoch [28][140/3757] lr: 9.455e-02, eta: 4 days, 16:30:32, time: 0.564, data_time: 0.004, memory: 5237, top1_acc: 0.1914, top5_acc: 0.4453, loss_cls: 3.7887, loss: 3.7887, grad_norm: 1.9599 2020-07-24 13:27:34,256 - mmaction - INFO - Epoch [28][160/3757] lr: 9.455e-02, eta: 4 days, 16:30:02, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.2016, top5_acc: 0.4367, loss_cls: 3.8140, loss: 3.8140, grad_norm: 1.9256 2020-07-24 13:27:45,578 - mmaction - INFO - Epoch [28][180/3757] lr: 9.455e-02, eta: 4 days, 16:29:33, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4227, loss_cls: 3.8743, loss: 3.8743, grad_norm: 2.0399 2020-07-24 13:27:56,861 - mmaction - INFO - Epoch [28][200/3757] lr: 9.455e-02, eta: 4 days, 16:29:03, time: 0.564, data_time: 0.003, memory: 5237, top1_acc: 0.1781, top5_acc: 0.4289, loss_cls: 3.8504, loss: 3.8504, grad_norm: 1.9890 2020-07-24 13:28:08,141 - mmaction - INFO - Epoch [28][220/3757] lr: 9.455e-02, eta: 4 days, 16:28:33, time: 0.564, data_time: 0.003, memory: 5237, top1_acc: 0.1828, top5_acc: 0.4297, loss_cls: 3.8471, loss: 3.8471, grad_norm: 1.9303 2020-07-24 13:28:19,553 - mmaction - INFO - Epoch [28][240/3757] lr: 9.455e-02, eta: 4 days, 16:28:03, time: 0.570, data_time: 0.002, memory: 5237, top1_acc: 0.2125, top5_acc: 0.4336, loss_cls: 3.8398, loss: 3.8398, grad_norm: 1.9311 2020-07-24 13:28:30,884 - mmaction - INFO - Epoch [28][260/3757] lr: 9.455e-02, eta: 4 days, 16:27:34, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.2219, top5_acc: 0.4406, loss_cls: 3.7590, loss: 3.7590, grad_norm: 1.9936 2020-07-24 13:28:42,147 - mmaction - INFO - Epoch [28][280/3757] lr: 9.455e-02, eta: 4 days, 16:27:04, time: 0.563, data_time: 0.003, memory: 5237, top1_acc: 0.1805, top5_acc: 0.4148, loss_cls: 3.8741, loss: 3.8741, grad_norm: 2.0173 2020-07-24 13:28:53,564 - mmaction - INFO - Epoch [28][300/3757] lr: 9.455e-02, eta: 4 days, 16:26:34, time: 0.571, data_time: 0.003, memory: 5237, top1_acc: 0.1906, top5_acc: 0.4047, loss_cls: 3.9255, loss: 3.9255, grad_norm: 1.9274 2020-07-24 13:29:04,911 - mmaction - INFO - Epoch [28][320/3757] lr: 9.455e-02, eta: 4 days, 16:26:05, time: 0.567, data_time: 0.002, memory: 5237, top1_acc: 0.2133, top5_acc: 0.4500, loss_cls: 3.7630, loss: 3.7630, grad_norm: 1.8630 2020-07-24 13:29:16,274 - mmaction - INFO - Epoch [28][340/3757] lr: 9.455e-02, eta: 4 days, 16:25:35, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.2188, top5_acc: 0.4406, loss_cls: 3.8436, loss: 3.8436, grad_norm: 1.9819 2020-07-24 13:29:27,568 - mmaction - INFO - Epoch [28][360/3757] lr: 9.455e-02, eta: 4 days, 16:25:05, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.2234, top5_acc: 0.4578, loss_cls: 3.6969, loss: 3.6969, grad_norm: 1.9031 2020-07-24 13:29:38,838 - mmaction - INFO - Epoch [28][380/3757] lr: 9.455e-02, eta: 4 days, 16:24:35, time: 0.563, data_time: 0.003, memory: 5237, top1_acc: 0.2109, top5_acc: 0.4313, loss_cls: 3.8903, loss: 3.8903, grad_norm: 1.9830 2020-07-24 13:29:50,259 - mmaction - INFO - Epoch [28][400/3757] lr: 9.455e-02, eta: 4 days, 16:24:06, time: 0.571, data_time: 0.003, memory: 5237, top1_acc: 0.1883, top5_acc: 0.4188, loss_cls: 3.9431, loss: 3.9431, grad_norm: 1.9600 2020-07-24 13:30:01,662 - mmaction - INFO - Epoch [28][420/3757] lr: 9.455e-02, eta: 4 days, 16:23:37, time: 0.570, data_time: 0.002, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4219, loss_cls: 3.8892, loss: 3.8892, grad_norm: 1.9529 2020-07-24 13:30:12,320 - mmaction - INFO - Epoch [28][440/3757] lr: 9.455e-02, eta: 4 days, 16:23:04, time: 0.533, data_time: 0.001, memory: 5237, top1_acc: 0.1844, top5_acc: 0.4086, loss_cls: 3.9463, loss: 3.9463, grad_norm: 1.9363 2020-07-24 13:30:23,614 - mmaction - INFO - Epoch [28][460/3757] lr: 9.455e-02, eta: 4 days, 16:22:34, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.1953, top5_acc: 0.4406, loss_cls: 3.7794, loss: 3.7794, grad_norm: 1.8897 2020-07-24 13:30:34,958 - mmaction - INFO - Epoch [28][480/3757] lr: 9.455e-02, eta: 4 days, 16:22:04, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.2008, top5_acc: 0.4211, loss_cls: 3.8627, loss: 3.8627, grad_norm: 1.9744 2020-07-24 13:30:46,355 - mmaction - INFO - Epoch [28][500/3757] lr: 9.455e-02, eta: 4 days, 16:21:35, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.2008, top5_acc: 0.4188, loss_cls: 3.8649, loss: 3.8649, grad_norm: 1.9684 2020-07-24 13:31:02,797 - mmaction - INFO - Epoch [28][520/3757] lr: 9.455e-02, eta: 4 days, 16:21:34, time: 0.822, data_time: 0.002, memory: 5237, top1_acc: 0.1977, top5_acc: 0.4117, loss_cls: 3.9296, loss: 3.9296, grad_norm: 1.9936 2020-07-24 13:31:15,556 - mmaction - INFO - Epoch [28][540/3757] lr: 9.455e-02, eta: 4 days, 16:21:13, time: 0.638, data_time: 0.059, memory: 5237, top1_acc: 0.1883, top5_acc: 0.4070, loss_cls: 3.8658, loss: 3.8658, grad_norm: 1.9189 2020-07-24 13:31:26,911 - mmaction - INFO - Epoch [28][560/3757] lr: 9.455e-02, eta: 4 days, 16:20:43, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.2039, top5_acc: 0.4195, loss_cls: 3.8658, loss: 3.8658, grad_norm: 1.9469 2020-07-24 13:31:38,167 - mmaction - INFO - Epoch [28][580/3757] lr: 9.455e-02, eta: 4 days, 16:20:13, time: 0.563, data_time: 0.003, memory: 5237, top1_acc: 0.1742, top5_acc: 0.4062, loss_cls: 3.9906, loss: 3.9906, grad_norm: 1.9924 2020-07-24 13:31:49,597 - mmaction - INFO - Epoch [28][600/3757] lr: 9.455e-02, eta: 4 days, 16:19:44, time: 0.572, data_time: 0.003, memory: 5237, top1_acc: 0.1844, top5_acc: 0.4242, loss_cls: 3.8943, loss: 3.8943, grad_norm: 1.8933 2020-07-24 13:32:00,850 - mmaction - INFO - Epoch [28][620/3757] lr: 9.455e-02, eta: 4 days, 16:19:14, time: 0.562, data_time: 0.002, memory: 5237, top1_acc: 0.2031, top5_acc: 0.4234, loss_cls: 3.8741, loss: 3.8741, grad_norm: 1.9721 2020-07-24 13:32:12,161 - mmaction - INFO - Epoch [28][640/3757] lr: 9.455e-02, eta: 4 days, 16:18:44, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.1914, top5_acc: 0.4250, loss_cls: 3.8953, loss: 3.8953, grad_norm: 1.9067 2020-07-24 13:32:23,445 - mmaction - INFO - Epoch [28][660/3757] lr: 9.455e-02, eta: 4 days, 16:18:15, time: 0.564, data_time: 0.002, memory: 5237, top1_acc: 0.2031, top5_acc: 0.4273, loss_cls: 3.8668, loss: 3.8668, grad_norm: 1.9550 2020-07-24 13:32:34,748 - mmaction - INFO - Epoch [28][680/3757] lr: 9.455e-02, eta: 4 days, 16:17:45, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.1953, top5_acc: 0.4203, loss_cls: 3.8942, loss: 3.8942, grad_norm: 1.9414 2020-07-24 13:32:46,003 - mmaction - INFO - Epoch [28][700/3757] lr: 9.455e-02, eta: 4 days, 16:17:15, time: 0.563, data_time: 0.003, memory: 5237, top1_acc: 0.1805, top5_acc: 0.4008, loss_cls: 3.9435, loss: 3.9435, grad_norm: 1.9507 2020-07-24 13:32:57,366 - mmaction - INFO - Epoch [28][720/3757] lr: 9.455e-02, eta: 4 days, 16:16:46, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.2078, top5_acc: 0.4437, loss_cls: 3.7275, loss: 3.7275, grad_norm: 1.9702 2020-07-24 13:33:08,636 - mmaction - INFO - Epoch [28][740/3757] lr: 9.455e-02, eta: 4 days, 16:16:16, time: 0.564, data_time: 0.003, memory: 5237, top1_acc: 0.2352, top5_acc: 0.4539, loss_cls: 3.7038, loss: 3.7038, grad_norm: 1.9896 2020-07-24 13:33:19,898 - mmaction - INFO - Epoch [28][760/3757] lr: 9.455e-02, eta: 4 days, 16:15:46, time: 0.563, data_time: 0.003, memory: 5237, top1_acc: 0.2055, top5_acc: 0.4320, loss_cls: 3.8684, loss: 3.8684, grad_norm: 1.9974 2020-07-24 13:33:31,203 - mmaction - INFO - Epoch [28][780/3757] lr: 9.455e-02, eta: 4 days, 16:15:16, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.1852, top5_acc: 0.4094, loss_cls: 3.9174, loss: 3.9174, grad_norm: 1.9618 2020-07-24 13:33:42,585 - mmaction - INFO - Epoch [28][800/3757] lr: 9.455e-02, eta: 4 days, 16:14:47, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.1992, top5_acc: 0.4344, loss_cls: 3.8591, loss: 3.8591, grad_norm: 1.8860 2020-07-24 13:33:54,057 - mmaction - INFO - Epoch [28][820/3757] lr: 9.455e-02, eta: 4 days, 16:14:18, time: 0.573, data_time: 0.002, memory: 5237, top1_acc: 0.2039, top5_acc: 0.4289, loss_cls: 3.8393, loss: 3.8393, grad_norm: 1.9312 2020-07-24 13:34:05,378 - mmaction - INFO - Epoch [28][840/3757] lr: 9.455e-02, eta: 4 days, 16:13:49, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.1773, top5_acc: 0.4086, loss_cls: 3.8647, loss: 3.8647, grad_norm: 1.9411 2020-07-24 13:34:16,670 - mmaction - INFO - Epoch [28][860/3757] lr: 9.455e-02, eta: 4 days, 16:13:19, time: 0.564, data_time: 0.003, memory: 5237, top1_acc: 0.1992, top5_acc: 0.4344, loss_cls: 3.8277, loss: 3.8277, grad_norm: 1.9526 2020-07-24 13:34:27,968 - mmaction - INFO - Epoch [28][880/3757] lr: 9.455e-02, eta: 4 days, 16:12:49, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.2000, top5_acc: 0.4227, loss_cls: 3.8263, loss: 3.8263, grad_norm: 1.9592 2020-07-24 13:34:39,278 - mmaction - INFO - Epoch [28][900/3757] lr: 9.455e-02, eta: 4 days, 16:12:20, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.1828, top5_acc: 0.3992, loss_cls: 3.9247, loss: 3.9247, grad_norm: 2.0204 2020-07-24 13:34:50,689 - mmaction - INFO - Epoch [28][920/3757] lr: 9.455e-02, eta: 4 days, 16:11:51, time: 0.571, data_time: 0.003, memory: 5237, top1_acc: 0.2211, top5_acc: 0.4391, loss_cls: 3.8232, loss: 3.8232, grad_norm: 1.9603 2020-07-24 13:35:02,076 - mmaction - INFO - Epoch [28][940/3757] lr: 9.455e-02, eta: 4 days, 16:11:21, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.1820, top5_acc: 0.4141, loss_cls: 3.8699, loss: 3.8699, grad_norm: 1.9841 2020-07-24 13:35:13,364 - mmaction - INFO - Epoch [28][960/3757] lr: 9.455e-02, eta: 4 days, 16:10:52, time: 0.564, data_time: 0.001, memory: 5237, top1_acc: 0.1875, top5_acc: 0.4273, loss_cls: 3.8825, loss: 3.8825, grad_norm: 1.9666 2020-07-24 13:35:24,606 - mmaction - INFO - Epoch [28][980/3757] lr: 9.455e-02, eta: 4 days, 16:10:22, time: 0.563, data_time: 0.002, memory: 5237, top1_acc: 0.1891, top5_acc: 0.4102, loss_cls: 3.8638, loss: 3.8638, grad_norm: 1.9952 2020-07-24 13:35:36,083 - mmaction - INFO - Epoch [28][1000/3757] lr: 9.455e-02, eta: 4 days, 16:09:53, time: 0.573, data_time: 0.002, memory: 5237, top1_acc: 0.2109, top5_acc: 0.4234, loss_cls: 3.8004, loss: 3.8004, grad_norm: 1.9281 2020-07-24 13:35:47,388 - mmaction - INFO - Epoch [28][1020/3757] lr: 9.455e-02, eta: 4 days, 16:09:24, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4305, loss_cls: 3.8543, loss: 3.8543, grad_norm: 2.0014 2020-07-24 13:35:58,730 - mmaction - INFO - Epoch [28][1040/3757] lr: 9.455e-02, eta: 4 days, 16:08:54, time: 0.567, data_time: 0.002, memory: 5237, top1_acc: 0.1906, top5_acc: 0.4281, loss_cls: 3.8275, loss: 3.8275, grad_norm: 1.8978 2020-07-24 13:36:10,032 - mmaction - INFO - Epoch [28][1060/3757] lr: 9.455e-02, eta: 4 days, 16:08:25, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.2148, top5_acc: 0.4297, loss_cls: 3.8038, loss: 3.8038, grad_norm: 1.9912 2020-07-24 13:36:21,418 - mmaction - INFO - Epoch [28][1080/3757] lr: 9.455e-02, eta: 4 days, 16:07:56, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.2109, top5_acc: 0.4320, loss_cls: 3.7365, loss: 3.7365, grad_norm: 1.9544 2020-07-24 13:36:32,737 - mmaction - INFO - Epoch [28][1100/3757] lr: 9.455e-02, eta: 4 days, 16:07:26, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.1906, top5_acc: 0.4164, loss_cls: 3.8897, loss: 3.8897, grad_norm: 1.8887 2020-07-24 13:36:44,174 - mmaction - INFO - Epoch [28][1120/3757] lr: 9.455e-02, eta: 4 days, 16:06:57, time: 0.572, data_time: 0.003, memory: 5237, top1_acc: 0.2156, top5_acc: 0.4219, loss_cls: 3.8158, loss: 3.8158, grad_norm: 1.9784 2020-07-24 13:36:55,533 - mmaction - INFO - Epoch [28][1140/3757] lr: 9.455e-02, eta: 4 days, 16:06:28, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.2000, top5_acc: 0.4328, loss_cls: 3.8299, loss: 3.8299, grad_norm: 2.0013 2020-07-24 13:37:06,936 - mmaction - INFO - Epoch [28][1160/3757] lr: 9.455e-02, eta: 4 days, 16:05:59, time: 0.571, data_time: 0.003, memory: 5237, top1_acc: 0.1977, top5_acc: 0.4047, loss_cls: 3.8140, loss: 3.8140, grad_norm: 1.9856 2020-07-24 13:37:18,410 - mmaction - INFO - Epoch [28][1180/3757] lr: 9.455e-02, eta: 4 days, 16:05:30, time: 0.573, data_time: 0.003, memory: 5237, top1_acc: 0.1977, top5_acc: 0.4219, loss_cls: 3.8547, loss: 3.8547, grad_norm: 2.0283 2020-07-24 13:37:29,713 - mmaction - INFO - Epoch [28][1200/3757] lr: 9.455e-02, eta: 4 days, 16:05:01, time: 0.566, data_time: 0.002, memory: 5237, top1_acc: 0.1914, top5_acc: 0.4156, loss_cls: 3.8628, loss: 3.8628, grad_norm: 1.9543 2020-07-24 13:37:41,136 - mmaction - INFO - Epoch [28][1220/3757] lr: 9.455e-02, eta: 4 days, 16:04:32, time: 0.571, data_time: 0.003, memory: 5237, top1_acc: 0.1758, top5_acc: 0.4133, loss_cls: 3.8689, loss: 3.8689, grad_norm: 1.9099 2020-07-24 13:37:52,464 - mmaction - INFO - Epoch [28][1240/3757] lr: 9.455e-02, eta: 4 days, 16:04:03, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.1938, top5_acc: 0.4203, loss_cls: 3.8746, loss: 3.8746, grad_norm: 1.9478 2020-07-24 13:38:03,869 - mmaction - INFO - Epoch [28][1260/3757] lr: 9.455e-02, eta: 4 days, 16:03:34, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4031, loss_cls: 3.9346, loss: 3.9346, grad_norm: 1.9516 2020-07-24 13:38:15,220 - mmaction - INFO - Epoch [28][1280/3757] lr: 9.455e-02, eta: 4 days, 16:03:04, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.1977, top5_acc: 0.4180, loss_cls: 3.8603, loss: 3.8603, grad_norm: 1.9084 2020-07-24 13:38:26,522 - mmaction - INFO - Epoch [28][1300/3757] lr: 9.455e-02, eta: 4 days, 16:02:35, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.1844, top5_acc: 0.4078, loss_cls: 3.9050, loss: 3.9050, grad_norm: 1.9341 2020-07-24 13:38:37,871 - mmaction - INFO - Epoch [28][1320/3757] lr: 9.455e-02, eta: 4 days, 16:02:06, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.2148, top5_acc: 0.4586, loss_cls: 3.7594, loss: 3.7594, grad_norm: 2.0011 2020-07-24 13:38:49,306 - mmaction - INFO - Epoch [28][1340/3757] lr: 9.455e-02, eta: 4 days, 16:01:37, time: 0.571, data_time: 0.003, memory: 5237, top1_acc: 0.2164, top5_acc: 0.4328, loss_cls: 3.7975, loss: 3.7975, grad_norm: 1.9619 2020-07-24 13:39:00,697 - mmaction - INFO - Epoch [28][1360/3757] lr: 9.455e-02, eta: 4 days, 16:01:08, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.1828, top5_acc: 0.4234, loss_cls: 3.8606, loss: 3.8606, grad_norm: 1.9784 2020-07-24 13:39:11,934 - mmaction - INFO - Epoch [28][1380/3757] lr: 9.455e-02, eta: 4 days, 16:00:38, time: 0.562, data_time: 0.003, memory: 5237, top1_acc: 0.2141, top5_acc: 0.4297, loss_cls: 3.8105, loss: 3.8105, grad_norm: 1.9253 2020-07-24 13:39:23,313 - mmaction - INFO - Epoch [28][1400/3757] lr: 9.455e-02, eta: 4 days, 16:00:09, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.1922, top5_acc: 0.4336, loss_cls: 3.7921, loss: 3.7921, grad_norm: 1.9614 2020-07-24 13:39:34,698 - mmaction - INFO - Epoch [28][1420/3757] lr: 9.455e-02, eta: 4 days, 15:59:40, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.2141, top5_acc: 0.4430, loss_cls: 3.7843, loss: 3.7843, grad_norm: 1.9788 2020-07-24 13:39:46,071 - mmaction - INFO - Epoch [28][1440/3757] lr: 9.455e-02, eta: 4 days, 15:59:11, time: 0.568, data_time: 0.002, memory: 5237, top1_acc: 0.1820, top5_acc: 0.4219, loss_cls: 3.8660, loss: 3.8660, grad_norm: 1.9725 2020-07-24 13:39:57,421 - mmaction - INFO - Epoch [28][1460/3757] lr: 9.455e-02, eta: 4 days, 15:58:42, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.2000, top5_acc: 0.4313, loss_cls: 3.8831, loss: 3.8831, grad_norm: 1.9597 2020-07-24 13:40:08,749 - mmaction - INFO - Epoch [28][1480/3757] lr: 9.455e-02, eta: 4 days, 15:58:13, time: 0.567, data_time: 0.004, memory: 5237, top1_acc: 0.2133, top5_acc: 0.4313, loss_cls: 3.8281, loss: 3.8281, grad_norm: 1.9959 2020-07-24 13:40:20,058 - mmaction - INFO - Epoch [28][1500/3757] lr: 9.455e-02, eta: 4 days, 15:57:43, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.1953, top5_acc: 0.4266, loss_cls: 3.8822, loss: 3.8822, grad_norm: 1.9747 2020-07-24 13:40:31,417 - mmaction - INFO - Epoch [28][1520/3757] lr: 9.455e-02, eta: 4 days, 15:57:14, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.2086, top5_acc: 0.4258, loss_cls: 3.8263, loss: 3.8263, grad_norm: 1.9457 2020-07-24 13:40:42,684 - mmaction - INFO - Epoch [28][1540/3757] lr: 9.455e-02, eta: 4 days, 15:56:45, time: 0.563, data_time: 0.003, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4398, loss_cls: 3.7848, loss: 3.7848, grad_norm: 2.0172 2020-07-24 13:40:53,999 - mmaction - INFO - Epoch [28][1560/3757] lr: 9.455e-02, eta: 4 days, 15:56:15, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.2039, top5_acc: 0.4227, loss_cls: 3.8846, loss: 3.8846, grad_norm: 1.9684 2020-07-24 13:41:05,449 - mmaction - INFO - Epoch [28][1580/3757] lr: 9.455e-02, eta: 4 days, 15:55:47, time: 0.572, data_time: 0.002, memory: 5237, top1_acc: 0.2094, top5_acc: 0.4289, loss_cls: 3.8300, loss: 3.8300, grad_norm: 1.9286 2020-07-24 13:41:16,852 - mmaction - INFO - Epoch [28][1600/3757] lr: 9.455e-02, eta: 4 days, 15:55:18, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.1953, top5_acc: 0.4148, loss_cls: 3.8598, loss: 3.8598, grad_norm: 1.9635 2020-07-24 13:41:28,211 - mmaction - INFO - Epoch [28][1620/3757] lr: 9.455e-02, eta: 4 days, 15:54:49, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.2055, top5_acc: 0.4406, loss_cls: 3.7645, loss: 3.7645, grad_norm: 1.9594 2020-07-24 13:41:39,564 - mmaction - INFO - Epoch [28][1640/3757] lr: 9.455e-02, eta: 4 days, 15:54:20, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.1844, top5_acc: 0.4078, loss_cls: 3.8358, loss: 3.8358, grad_norm: 1.9579 2020-07-24 13:41:50,948 - mmaction - INFO - Epoch [28][1660/3757] lr: 9.455e-02, eta: 4 days, 15:53:51, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.2164, top5_acc: 0.4484, loss_cls: 3.7840, loss: 3.7840, grad_norm: 1.9614 2020-07-24 13:42:02,370 - mmaction - INFO - Epoch [28][1680/3757] lr: 9.455e-02, eta: 4 days, 15:53:22, time: 0.571, data_time: 0.003, memory: 5237, top1_acc: 0.1891, top5_acc: 0.4125, loss_cls: 3.9100, loss: 3.9100, grad_norm: 1.9911 2020-07-24 13:42:13,718 - mmaction - INFO - Epoch [28][1700/3757] lr: 9.455e-02, eta: 4 days, 15:52:53, time: 0.567, data_time: 0.002, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4141, loss_cls: 3.9479, loss: 3.9479, grad_norm: 1.9750 2020-07-24 13:42:24,988 - mmaction - INFO - Epoch [28][1720/3757] lr: 9.455e-02, eta: 4 days, 15:52:23, time: 0.564, data_time: 0.003, memory: 5237, top1_acc: 0.2070, top5_acc: 0.4227, loss_cls: 3.8228, loss: 3.8228, grad_norm: 1.9254 2020-07-24 13:42:36,298 - mmaction - INFO - Epoch [28][1740/3757] lr: 9.455e-02, eta: 4 days, 15:51:54, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.2070, top5_acc: 0.4383, loss_cls: 3.8572, loss: 3.8572, grad_norm: 1.9996 2020-07-24 13:42:47,532 - mmaction - INFO - Epoch [28][1760/3757] lr: 9.455e-02, eta: 4 days, 15:51:24, time: 0.561, data_time: 0.003, memory: 5237, top1_acc: 0.1961, top5_acc: 0.4281, loss_cls: 3.8407, loss: 3.8407, grad_norm: 1.9009 2020-07-24 13:42:58,874 - mmaction - INFO - Epoch [28][1780/3757] lr: 9.455e-02, eta: 4 days, 15:50:55, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.2008, top5_acc: 0.4273, loss_cls: 3.8175, loss: 3.8175, grad_norm: 1.9657 2020-07-24 13:43:10,196 - mmaction - INFO - Epoch [28][1800/3757] lr: 9.455e-02, eta: 4 days, 15:50:26, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.1891, top5_acc: 0.4148, loss_cls: 3.9639, loss: 3.9639, grad_norm: 1.9414 2020-07-24 13:43:21,601 - mmaction - INFO - Epoch [28][1820/3757] lr: 9.455e-02, eta: 4 days, 15:49:57, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.2070, top5_acc: 0.4453, loss_cls: 3.8065, loss: 3.8065, grad_norm: 1.8899 2020-07-24 13:43:32,986 - mmaction - INFO - Epoch [28][1840/3757] lr: 9.455e-02, eta: 4 days, 15:49:28, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.1852, top5_acc: 0.4273, loss_cls: 3.8383, loss: 3.8383, grad_norm: 1.9863 2020-07-24 13:43:44,350 - mmaction - INFO - Epoch [28][1860/3757] lr: 9.455e-02, eta: 4 days, 15:48:59, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4391, loss_cls: 3.7914, loss: 3.7914, grad_norm: 2.0024 2020-07-24 13:43:55,755 - mmaction - INFO - Epoch [28][1880/3757] lr: 9.455e-02, eta: 4 days, 15:48:31, time: 0.571, data_time: 0.003, memory: 5237, top1_acc: 0.1781, top5_acc: 0.4102, loss_cls: 3.9491, loss: 3.9491, grad_norm: 1.9724 2020-07-24 13:44:07,247 - mmaction - INFO - Epoch [28][1900/3757] lr: 9.455e-02, eta: 4 days, 15:48:03, time: 0.574, data_time: 0.003, memory: 5237, top1_acc: 0.2016, top5_acc: 0.4266, loss_cls: 3.8521, loss: 3.8521, grad_norm: 1.9621 2020-07-24 13:44:18,618 - mmaction - INFO - Epoch [28][1920/3757] lr: 9.455e-02, eta: 4 days, 15:47:34, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.1820, top5_acc: 0.4203, loss_cls: 3.8831, loss: 3.8831, grad_norm: 1.9489 2020-07-24 13:44:29,945 - mmaction - INFO - Epoch [28][1940/3757] lr: 9.455e-02, eta: 4 days, 15:47:05, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.1984, top5_acc: 0.4234, loss_cls: 3.8715, loss: 3.8715, grad_norm: 1.9778 2020-07-24 13:44:41,403 - mmaction - INFO - Epoch [28][1960/3757] lr: 9.455e-02, eta: 4 days, 15:46:36, time: 0.572, data_time: 0.002, memory: 5237, top1_acc: 0.1836, top5_acc: 0.3922, loss_cls: 3.9744, loss: 3.9744, grad_norm: 1.8945 2020-07-24 13:44:52,793 - mmaction - INFO - Epoch [28][1980/3757] lr: 9.455e-02, eta: 4 days, 15:46:07, time: 0.571, data_time: 0.004, memory: 5237, top1_acc: 0.1875, top5_acc: 0.4281, loss_cls: 3.7841, loss: 3.7841, grad_norm: 1.9042 2020-07-24 13:45:04,133 - mmaction - INFO - Epoch [28][2000/3757] lr: 9.455e-02, eta: 4 days, 15:45:38, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.1867, top5_acc: 0.4000, loss_cls: 3.9096, loss: 3.9096, grad_norm: 1.9695 2020-07-24 13:45:15,441 - mmaction - INFO - Epoch [28][2020/3757] lr: 9.455e-02, eta: 4 days, 15:45:09, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.2133, top5_acc: 0.4297, loss_cls: 3.8649, loss: 3.8649, grad_norm: 1.8978 2020-07-24 13:45:26,973 - mmaction - INFO - Epoch [28][2040/3757] lr: 9.455e-02, eta: 4 days, 15:44:41, time: 0.577, data_time: 0.003, memory: 5237, top1_acc: 0.2102, top5_acc: 0.4492, loss_cls: 3.7778, loss: 3.7778, grad_norm: 1.9848 2020-07-24 13:45:38,336 - mmaction - INFO - Epoch [28][2060/3757] lr: 9.455e-02, eta: 4 days, 15:44:12, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.1875, top5_acc: 0.4211, loss_cls: 3.9239, loss: 3.9239, grad_norm: 1.9920 2020-07-24 13:45:49,758 - mmaction - INFO - Epoch [28][2080/3757] lr: 9.455e-02, eta: 4 days, 15:43:44, time: 0.571, data_time: 0.003, memory: 5237, top1_acc: 0.2062, top5_acc: 0.4273, loss_cls: 3.8549, loss: 3.8549, grad_norm: 1.9190 2020-07-24 13:46:01,160 - mmaction - INFO - Epoch [28][2100/3757] lr: 9.455e-02, eta: 4 days, 15:43:15, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.1914, top5_acc: 0.4203, loss_cls: 3.9242, loss: 3.9242, grad_norm: 1.9465 2020-07-24 13:46:12,456 - mmaction - INFO - Epoch [28][2120/3757] lr: 9.455e-02, eta: 4 days, 15:42:46, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.2102, top5_acc: 0.4469, loss_cls: 3.7506, loss: 3.7506, grad_norm: 1.9645 2020-07-24 13:46:23,831 - mmaction - INFO - Epoch [28][2140/3757] lr: 9.455e-02, eta: 4 days, 15:42:17, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.1961, top5_acc: 0.4320, loss_cls: 3.8353, loss: 3.8353, grad_norm: 1.9834 2020-07-24 13:46:35,299 - mmaction - INFO - Epoch [28][2160/3757] lr: 9.455e-02, eta: 4 days, 15:41:49, time: 0.574, data_time: 0.003, memory: 5237, top1_acc: 0.1977, top5_acc: 0.4164, loss_cls: 3.8760, loss: 3.8760, grad_norm: 2.0067 2020-07-24 13:46:46,731 - mmaction - INFO - Epoch [28][2180/3757] lr: 9.455e-02, eta: 4 days, 15:41:20, time: 0.571, data_time: 0.003, memory: 5237, top1_acc: 0.1828, top5_acc: 0.4141, loss_cls: 3.9350, loss: 3.9350, grad_norm: 1.9276 2020-07-24 13:46:58,132 - mmaction - INFO - Epoch [28][2200/3757] lr: 9.455e-02, eta: 4 days, 15:40:51, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.2156, top5_acc: 0.4242, loss_cls: 3.8419, loss: 3.8419, grad_norm: 1.9318 2020-07-24 13:47:09,525 - mmaction - INFO - Epoch [28][2220/3757] lr: 9.455e-02, eta: 4 days, 15:40:23, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.2016, top5_acc: 0.4320, loss_cls: 3.8446, loss: 3.8446, grad_norm: 2.0014 2020-07-24 13:47:20,819 - mmaction - INFO - Epoch [28][2240/3757] lr: 9.455e-02, eta: 4 days, 15:39:54, time: 0.565, data_time: 0.002, memory: 5237, top1_acc: 0.2102, top5_acc: 0.4203, loss_cls: 3.8955, loss: 3.8955, grad_norm: 1.9175 2020-07-24 13:47:32,142 - mmaction - INFO - Epoch [28][2260/3757] lr: 9.455e-02, eta: 4 days, 15:39:25, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.1906, top5_acc: 0.4289, loss_cls: 3.8003, loss: 3.8003, grad_norm: 1.9420 2020-07-24 13:47:43,578 - mmaction - INFO - Epoch [28][2280/3757] lr: 9.455e-02, eta: 4 days, 15:38:56, time: 0.571, data_time: 0.002, memory: 5237, top1_acc: 0.2070, top5_acc: 0.4359, loss_cls: 3.8370, loss: 3.8370, grad_norm: 2.0553 2020-07-24 13:47:54,954 - mmaction - INFO - Epoch [28][2300/3757] lr: 9.455e-02, eta: 4 days, 15:38:27, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.2016, top5_acc: 0.4227, loss_cls: 3.8353, loss: 3.8353, grad_norm: 2.0310 2020-07-24 13:48:06,387 - mmaction - INFO - Epoch [28][2320/3757] lr: 9.455e-02, eta: 4 days, 15:37:59, time: 0.571, data_time: 0.003, memory: 5237, top1_acc: 0.1906, top5_acc: 0.4117, loss_cls: 3.9129, loss: 3.9129, grad_norm: 2.0613 2020-07-24 13:48:17,729 - mmaction - INFO - Epoch [28][2340/3757] lr: 9.455e-02, eta: 4 days, 15:37:30, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.2047, top5_acc: 0.4445, loss_cls: 3.7863, loss: 3.7863, grad_norm: 2.0293 2020-07-24 13:48:29,024 - mmaction - INFO - Epoch [28][2360/3757] lr: 9.455e-02, eta: 4 days, 15:37:01, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.2156, top5_acc: 0.4531, loss_cls: 3.8148, loss: 3.8148, grad_norm: 1.9924 2020-07-24 13:48:40,340 - mmaction - INFO - Epoch [28][2380/3757] lr: 9.455e-02, eta: 4 days, 15:36:32, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.1891, top5_acc: 0.4117, loss_cls: 3.9502, loss: 3.9502, grad_norm: 1.9766 2020-07-24 13:48:51,714 - mmaction - INFO - Epoch [28][2400/3757] lr: 9.455e-02, eta: 4 days, 15:36:03, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.1977, top5_acc: 0.4227, loss_cls: 3.8514, loss: 3.8514, grad_norm: 1.9931 2020-07-24 13:49:03,078 - mmaction - INFO - Epoch [28][2420/3757] lr: 9.455e-02, eta: 4 days, 15:35:34, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.2164, top5_acc: 0.4227, loss_cls: 3.8334, loss: 3.8334, grad_norm: 1.9004 2020-07-24 13:49:14,476 - mmaction - INFO - Epoch [28][2440/3757] lr: 9.455e-02, eta: 4 days, 15:35:06, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.2289, top5_acc: 0.4531, loss_cls: 3.7981, loss: 3.7981, grad_norm: 1.9600 2020-07-24 13:49:25,838 - mmaction - INFO - Epoch [28][2460/3757] lr: 9.455e-02, eta: 4 days, 15:34:37, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.2180, top5_acc: 0.4344, loss_cls: 3.7723, loss: 3.7723, grad_norm: 1.9423 2020-07-24 13:49:37,140 - mmaction - INFO - Epoch [28][2480/3757] lr: 9.455e-02, eta: 4 days, 15:34:08, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.1883, top5_acc: 0.4266, loss_cls: 3.8626, loss: 3.8626, grad_norm: 1.9634 2020-07-24 13:49:48,463 - mmaction - INFO - Epoch [28][2500/3757] lr: 9.455e-02, eta: 4 days, 15:33:39, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.2031, top5_acc: 0.4461, loss_cls: 3.7420, loss: 3.7420, grad_norm: 2.0295 2020-07-24 13:49:59,910 - mmaction - INFO - Epoch [28][2520/3757] lr: 9.455e-02, eta: 4 days, 15:33:11, time: 0.572, data_time: 0.003, memory: 5237, top1_acc: 0.1852, top5_acc: 0.4313, loss_cls: 3.8285, loss: 3.8285, grad_norm: 2.0478 2020-07-24 13:50:11,261 - mmaction - INFO - Epoch [28][2540/3757] lr: 9.455e-02, eta: 4 days, 15:32:42, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.1828, top5_acc: 0.4266, loss_cls: 3.8674, loss: 3.8674, grad_norm: 1.9867 2020-07-24 13:50:22,635 - mmaction - INFO - Epoch [28][2560/3757] lr: 9.455e-02, eta: 4 days, 15:32:13, time: 0.569, data_time: 0.004, memory: 5237, top1_acc: 0.1984, top5_acc: 0.4344, loss_cls: 3.8540, loss: 3.8540, grad_norm: 1.9603 2020-07-24 13:50:34,011 - mmaction - INFO - Epoch [28][2580/3757] lr: 9.455e-02, eta: 4 days, 15:31:44, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.2023, top5_acc: 0.4313, loss_cls: 3.8653, loss: 3.8653, grad_norm: 1.9441 2020-07-24 13:50:45,347 - mmaction - INFO - Epoch [28][2600/3757] lr: 9.455e-02, eta: 4 days, 15:31:16, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.2148, top5_acc: 0.4547, loss_cls: 3.8001, loss: 3.8001, grad_norm: 1.9649 2020-07-24 13:50:56,693 - mmaction - INFO - Epoch [28][2620/3757] lr: 9.455e-02, eta: 4 days, 15:30:47, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.1805, top5_acc: 0.4086, loss_cls: 3.9338, loss: 3.9338, grad_norm: 2.0548 2020-07-24 13:51:08,155 - mmaction - INFO - Epoch [28][2640/3757] lr: 9.455e-02, eta: 4 days, 15:30:19, time: 0.574, data_time: 0.003, memory: 5237, top1_acc: 0.1953, top5_acc: 0.4172, loss_cls: 3.8837, loss: 3.8837, grad_norm: 1.9580 2020-07-24 13:51:19,581 - mmaction - INFO - Epoch [28][2660/3757] lr: 9.455e-02, eta: 4 days, 15:29:50, time: 0.571, data_time: 0.003, memory: 5237, top1_acc: 0.1977, top5_acc: 0.4453, loss_cls: 3.8185, loss: 3.8185, grad_norm: 1.9617 2020-07-24 13:51:31,053 - mmaction - INFO - Epoch [28][2680/3757] lr: 9.455e-02, eta: 4 days, 15:29:22, time: 0.573, data_time: 0.003, memory: 5237, top1_acc: 0.2180, top5_acc: 0.4469, loss_cls: 3.8174, loss: 3.8174, grad_norm: 2.0239 2020-07-24 13:51:42,546 - mmaction - INFO - Epoch [28][2700/3757] lr: 9.455e-02, eta: 4 days, 15:28:54, time: 0.575, data_time: 0.003, memory: 5237, top1_acc: 0.2031, top5_acc: 0.4320, loss_cls: 3.8156, loss: 3.8156, grad_norm: 1.9750 2020-07-24 13:51:53,937 - mmaction - INFO - Epoch [28][2720/3757] lr: 9.455e-02, eta: 4 days, 15:28:26, time: 0.570, data_time: 0.004, memory: 5237, top1_acc: 0.1852, top5_acc: 0.4016, loss_cls: 3.9246, loss: 3.9246, grad_norm: 1.9835 2020-07-24 13:52:05,279 - mmaction - INFO - Epoch [28][2740/3757] lr: 9.455e-02, eta: 4 days, 15:27:57, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.1852, top5_acc: 0.4133, loss_cls: 3.9239, loss: 3.9239, grad_norm: 1.9451 2020-07-24 13:52:16,583 - mmaction - INFO - Epoch [28][2760/3757] lr: 9.455e-02, eta: 4 days, 15:27:28, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.1867, top5_acc: 0.4266, loss_cls: 3.8528, loss: 3.8528, grad_norm: 1.9278 2020-07-24 13:52:27,989 - mmaction - INFO - Epoch [28][2780/3757] lr: 9.455e-02, eta: 4 days, 15:26:59, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.2188, top5_acc: 0.4375, loss_cls: 3.8302, loss: 3.8302, grad_norm: 1.9416 2020-07-24 13:52:39,308 - mmaction - INFO - Epoch [28][2800/3757] lr: 9.455e-02, eta: 4 days, 15:26:31, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.2039, top5_acc: 0.4414, loss_cls: 3.7772, loss: 3.7772, grad_norm: 1.9462 2020-07-24 13:52:50,624 - mmaction - INFO - Epoch [28][2820/3757] lr: 9.455e-02, eta: 4 days, 15:26:02, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.1875, top5_acc: 0.4180, loss_cls: 3.8931, loss: 3.8931, grad_norm: 2.0044 2020-07-24 13:53:01,978 - mmaction - INFO - Epoch [28][2840/3757] lr: 9.455e-02, eta: 4 days, 15:25:33, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.1883, top5_acc: 0.4195, loss_cls: 3.9051, loss: 3.9051, grad_norm: 1.9113 2020-07-24 13:53:13,261 - mmaction - INFO - Epoch [28][2860/3757] lr: 9.455e-02, eta: 4 days, 15:25:04, time: 0.564, data_time: 0.003, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4266, loss_cls: 3.8420, loss: 3.8420, grad_norm: 1.9275 2020-07-24 13:53:24,593 - mmaction - INFO - Epoch [28][2880/3757] lr: 9.455e-02, eta: 4 days, 15:24:35, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.2031, top5_acc: 0.4313, loss_cls: 3.8783, loss: 3.8783, grad_norm: 1.9241 2020-07-24 13:53:35,935 - mmaction - INFO - Epoch [28][2900/3757] lr: 9.455e-02, eta: 4 days, 15:24:06, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.1961, top5_acc: 0.4344, loss_cls: 3.8353, loss: 3.8353, grad_norm: 1.9788 2020-07-24 13:53:47,284 - mmaction - INFO - Epoch [28][2920/3757] lr: 9.455e-02, eta: 4 days, 15:23:38, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.1953, top5_acc: 0.4258, loss_cls: 3.8285, loss: 3.8285, grad_norm: 1.9817 2020-07-24 13:53:58,684 - mmaction - INFO - Epoch [28][2940/3757] lr: 9.455e-02, eta: 4 days, 15:23:09, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.2000, top5_acc: 0.4336, loss_cls: 3.8615, loss: 3.8615, grad_norm: 2.0027 2020-07-24 13:54:10,022 - mmaction - INFO - Epoch [28][2960/3757] lr: 9.455e-02, eta: 4 days, 15:22:41, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.1914, top5_acc: 0.4203, loss_cls: 3.8916, loss: 3.8916, grad_norm: 1.9678 2020-07-24 13:54:21,371 - mmaction - INFO - Epoch [28][2980/3757] lr: 9.455e-02, eta: 4 days, 15:22:12, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.2047, top5_acc: 0.4250, loss_cls: 3.8606, loss: 3.8606, grad_norm: 1.9821 2020-07-24 13:54:32,757 - mmaction - INFO - Epoch [28][3000/3757] lr: 9.455e-02, eta: 4 days, 15:21:43, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.1938, top5_acc: 0.4164, loss_cls: 3.8843, loss: 3.8843, grad_norm: 1.9626 2020-07-24 13:54:44,030 - mmaction - INFO - Epoch [28][3020/3757] lr: 9.455e-02, eta: 4 days, 15:21:14, time: 0.564, data_time: 0.003, memory: 5237, top1_acc: 0.2055, top5_acc: 0.4008, loss_cls: 3.8738, loss: 3.8738, grad_norm: 1.9383 2020-07-24 13:54:55,333 - mmaction - INFO - Epoch [28][3040/3757] lr: 9.455e-02, eta: 4 days, 15:20:45, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.1852, top5_acc: 0.4039, loss_cls: 3.8954, loss: 3.8954, grad_norm: 1.9307 2020-07-24 13:55:06,575 - mmaction - INFO - Epoch [28][3060/3757] lr: 9.455e-02, eta: 4 days, 15:20:16, time: 0.562, data_time: 0.003, memory: 5237, top1_acc: 0.2031, top5_acc: 0.4375, loss_cls: 3.8042, loss: 3.8042, grad_norm: 1.9279 2020-07-24 13:55:17,878 - mmaction - INFO - Epoch [28][3080/3757] lr: 9.455e-02, eta: 4 days, 15:19:47, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.2094, top5_acc: 0.4305, loss_cls: 3.8064, loss: 3.8064, grad_norm: 1.9471 2020-07-24 13:55:29,251 - mmaction - INFO - Epoch [28][3100/3757] lr: 9.455e-02, eta: 4 days, 15:19:19, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.1750, top5_acc: 0.4336, loss_cls: 3.8455, loss: 3.8455, grad_norm: 2.0168 2020-07-24 13:55:40,534 - mmaction - INFO - Epoch [28][3120/3757] lr: 9.455e-02, eta: 4 days, 15:18:50, time: 0.564, data_time: 0.003, memory: 5237, top1_acc: 0.2156, top5_acc: 0.4422, loss_cls: 3.7919, loss: 3.7919, grad_norm: 1.9551 2020-07-24 13:55:51,863 - mmaction - INFO - Epoch [28][3140/3757] lr: 9.455e-02, eta: 4 days, 15:18:21, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.1836, top5_acc: 0.4141, loss_cls: 3.8615, loss: 3.8615, grad_norm: 1.9710 2020-07-24 13:56:03,303 - mmaction - INFO - Epoch [28][3160/3757] lr: 9.455e-02, eta: 4 days, 15:17:53, time: 0.572, data_time: 0.003, memory: 5237, top1_acc: 0.1727, top5_acc: 0.4039, loss_cls: 3.9122, loss: 3.9122, grad_norm: 1.9722 2020-07-24 13:56:14,591 - mmaction - INFO - Epoch [28][3180/3757] lr: 9.455e-02, eta: 4 days, 15:17:24, time: 0.564, data_time: 0.003, memory: 5237, top1_acc: 0.1812, top5_acc: 0.4234, loss_cls: 3.8495, loss: 3.8495, grad_norm: 1.9692 2020-07-24 13:56:25,875 - mmaction - INFO - Epoch [28][3200/3757] lr: 9.455e-02, eta: 4 days, 15:16:55, time: 0.564, data_time: 0.003, memory: 5237, top1_acc: 0.2047, top5_acc: 0.4313, loss_cls: 3.8809, loss: 3.8809, grad_norm: 1.8997 2020-07-24 13:56:37,280 - mmaction - INFO - Epoch [28][3220/3757] lr: 9.455e-02, eta: 4 days, 15:16:27, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.1961, top5_acc: 0.4195, loss_cls: 3.8705, loss: 3.8705, grad_norm: 1.9307 2020-07-24 13:56:48,717 - mmaction - INFO - Epoch [28][3240/3757] lr: 9.455e-02, eta: 4 days, 15:15:59, time: 0.572, data_time: 0.003, memory: 5237, top1_acc: 0.2039, top5_acc: 0.4180, loss_cls: 3.8144, loss: 3.8144, grad_norm: 1.9303 2020-07-24 13:57:00,137 - mmaction - INFO - Epoch [28][3260/3757] lr: 9.455e-02, eta: 4 days, 15:15:31, time: 0.571, data_time: 0.003, memory: 5237, top1_acc: 0.1891, top5_acc: 0.4156, loss_cls: 3.8993, loss: 3.8993, grad_norm: 2.0138 2020-07-24 13:57:11,676 - mmaction - INFO - Epoch [28][3280/3757] lr: 9.455e-02, eta: 4 days, 15:15:03, time: 0.577, data_time: 0.003, memory: 5237, top1_acc: 0.1859, top5_acc: 0.4203, loss_cls: 3.8507, loss: 3.8507, grad_norm: 2.0062 2020-07-24 13:57:22,919 - mmaction - INFO - Epoch [28][3300/3757] lr: 9.455e-02, eta: 4 days, 15:14:34, time: 0.562, data_time: 0.001, memory: 5237, top1_acc: 0.1758, top5_acc: 0.3977, loss_cls: 3.9750, loss: 3.9750, grad_norm: 1.9717 2020-07-24 13:57:34,392 - mmaction - INFO - Epoch [28][3320/3757] lr: 9.455e-02, eta: 4 days, 15:14:06, time: 0.573, data_time: 0.002, memory: 5237, top1_acc: 0.1977, top5_acc: 0.4141, loss_cls: 3.8673, loss: 3.8673, grad_norm: 1.9517 2020-07-24 13:57:45,717 - mmaction - INFO - Epoch [28][3340/3757] lr: 9.455e-02, eta: 4 days, 15:13:37, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.1914, top5_acc: 0.4266, loss_cls: 3.8504, loss: 3.8504, grad_norm: 1.9440 2020-07-24 13:57:57,127 - mmaction - INFO - Epoch [28][3360/3757] lr: 9.455e-02, eta: 4 days, 15:13:09, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.1852, top5_acc: 0.4219, loss_cls: 3.8491, loss: 3.8491, grad_norm: 1.9524 2020-07-24 13:58:08,418 - mmaction - INFO - Epoch [28][3380/3757] lr: 9.455e-02, eta: 4 days, 15:12:40, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4227, loss_cls: 3.8312, loss: 3.8312, grad_norm: 1.9490 2020-07-24 13:58:19,692 - mmaction - INFO - Epoch [28][3400/3757] lr: 9.455e-02, eta: 4 days, 15:12:11, time: 0.563, data_time: 0.003, memory: 5237, top1_acc: 0.2094, top5_acc: 0.4508, loss_cls: 3.8246, loss: 3.8246, grad_norm: 1.9284 2020-07-24 13:58:31,011 - mmaction - INFO - Epoch [28][3420/3757] lr: 9.455e-02, eta: 4 days, 15:11:43, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.2086, top5_acc: 0.4570, loss_cls: 3.7609, loss: 3.7609, grad_norm: 1.9705 2020-07-24 13:58:42,382 - mmaction - INFO - Epoch [28][3440/3757] lr: 9.455e-02, eta: 4 days, 15:11:14, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.1859, top5_acc: 0.4188, loss_cls: 3.9118, loss: 3.9118, grad_norm: 2.0006 2020-07-24 13:58:53,756 - mmaction - INFO - Epoch [28][3460/3757] lr: 9.455e-02, eta: 4 days, 15:10:46, time: 0.569, data_time: 0.002, memory: 5237, top1_acc: 0.1953, top5_acc: 0.4305, loss_cls: 3.8907, loss: 3.8907, grad_norm: 1.9600 2020-07-24 13:59:05,162 - mmaction - INFO - Epoch [28][3480/3757] lr: 9.455e-02, eta: 4 days, 15:10:18, time: 0.570, data_time: 0.002, memory: 5237, top1_acc: 0.1867, top5_acc: 0.4227, loss_cls: 3.8767, loss: 3.8767, grad_norm: 1.9252 2020-07-24 13:59:16,488 - mmaction - INFO - Epoch [28][3500/3757] lr: 9.455e-02, eta: 4 days, 15:09:49, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4211, loss_cls: 3.8864, loss: 3.8864, grad_norm: 1.8929 2020-07-24 13:59:27,808 - mmaction - INFO - Epoch [28][3520/3757] lr: 9.455e-02, eta: 4 days, 15:09:21, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.1742, top5_acc: 0.4031, loss_cls: 3.9171, loss: 3.9171, grad_norm: 1.9592 2020-07-24 13:59:39,114 - mmaction - INFO - Epoch [28][3540/3757] lr: 9.455e-02, eta: 4 days, 15:08:52, time: 0.565, data_time: 0.002, memory: 5237, top1_acc: 0.2086, top5_acc: 0.4328, loss_cls: 3.8068, loss: 3.8068, grad_norm: 1.9218 2020-07-24 13:59:50,449 - mmaction - INFO - Epoch [28][3560/3757] lr: 9.455e-02, eta: 4 days, 15:08:23, time: 0.566, data_time: 0.002, memory: 5237, top1_acc: 0.2250, top5_acc: 0.4477, loss_cls: 3.7548, loss: 3.7548, grad_norm: 1.9832 2020-07-24 14:00:01,855 - mmaction - INFO - Epoch [28][3580/3757] lr: 9.455e-02, eta: 4 days, 15:07:55, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.2023, top5_acc: 0.4250, loss_cls: 3.8387, loss: 3.8387, grad_norm: 1.9819 2020-07-24 14:00:17,251 - mmaction - INFO - Epoch [28][3600/3757] lr: 9.455e-02, eta: 4 days, 15:07:48, time: 0.768, data_time: 0.005, memory: 5237, top1_acc: 0.1906, top5_acc: 0.4055, loss_cls: 3.9295, loss: 3.9295, grad_norm: 1.9673 2020-07-24 14:00:28,712 - mmaction - INFO - Epoch [28][3620/3757] lr: 9.455e-02, eta: 4 days, 15:07:21, time: 0.575, data_time: 0.005, memory: 5237, top1_acc: 0.1844, top5_acc: 0.4172, loss_cls: 3.9334, loss: 3.9334, grad_norm: 2.0148 2020-07-24 14:00:40,185 - mmaction - INFO - Epoch [28][3640/3757] lr: 9.455e-02, eta: 4 days, 15:06:53, time: 0.574, data_time: 0.003, memory: 5237, top1_acc: 0.1867, top5_acc: 0.4258, loss_cls: 3.8551, loss: 3.8551, grad_norm: 1.9417 2020-07-24 14:00:51,585 - mmaction - INFO - Epoch [28][3660/3757] lr: 9.455e-02, eta: 4 days, 15:06:25, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.1961, top5_acc: 0.4023, loss_cls: 3.9050, loss: 3.9050, grad_norm: 1.9734 2020-07-24 14:01:03,008 - mmaction - INFO - Epoch [28][3680/3757] lr: 9.455e-02, eta: 4 days, 15:05:57, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.2125, top5_acc: 0.4414, loss_cls: 3.8761, loss: 3.8761, grad_norm: 1.9735 2020-07-24 14:01:14,305 - mmaction - INFO - Epoch [28][3700/3757] lr: 9.455e-02, eta: 4 days, 15:05:28, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.1961, top5_acc: 0.4047, loss_cls: 3.9421, loss: 3.9421, grad_norm: 1.9506 2020-07-24 14:01:25,596 - mmaction - INFO - Epoch [28][3720/3757] lr: 9.455e-02, eta: 4 days, 15:04:59, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.1859, top5_acc: 0.4188, loss_cls: 3.8848, loss: 3.8848, grad_norm: 1.9372 2020-07-24 14:01:36,912 - mmaction - INFO - Epoch [28][3740/3757] lr: 9.455e-02, eta: 4 days, 15:04:31, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.2133, top5_acc: 0.4367, loss_cls: 3.8214, loss: 3.8214, grad_norm: 1.9648 2020-07-24 14:04:57,650 - mmaction - INFO - Epoch [29][20/3757] lr: 9.415e-02, eta: 4 days, 15:18:23, time: 9.205, data_time: 8.513, memory: 5237, top1_acc: 0.2047, top5_acc: 0.4398, loss_cls: 3.8211, loss: 3.8211, grad_norm: 2.0020 2020-07-24 14:05:08,957 - mmaction - INFO - Epoch [29][40/3757] lr: 9.415e-02, eta: 4 days, 15:17:56, time: 0.577, data_time: 0.014, memory: 5237, top1_acc: 0.2141, top5_acc: 0.4125, loss_cls: 3.9296, loss: 3.9296, grad_norm: 2.0335 2020-07-24 14:05:20,206 - mmaction - INFO - Epoch [29][60/3757] lr: 9.415e-02, eta: 4 days, 15:17:27, time: 0.562, data_time: 0.002, memory: 5237, top1_acc: 0.2078, top5_acc: 0.4414, loss_cls: 3.7613, loss: 3.7613, grad_norm: 1.9469 2020-07-24 14:05:31,453 - mmaction - INFO - Epoch [29][80/3757] lr: 9.415e-02, eta: 4 days, 15:16:57, time: 0.562, data_time: 0.002, memory: 5237, top1_acc: 0.2078, top5_acc: 0.4406, loss_cls: 3.8026, loss: 3.8026, grad_norm: 1.9961 2020-07-24 14:05:42,744 - mmaction - INFO - Epoch [29][100/3757] lr: 9.415e-02, eta: 4 days, 15:16:29, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4461, loss_cls: 3.7806, loss: 3.7806, grad_norm: 1.9996 2020-07-24 14:05:54,135 - mmaction - INFO - Epoch [29][120/3757] lr: 9.415e-02, eta: 4 days, 15:16:00, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.1938, top5_acc: 0.4391, loss_cls: 3.8764, loss: 3.8764, grad_norm: 1.9987 2020-07-24 14:06:05,467 - mmaction - INFO - Epoch [29][140/3757] lr: 9.415e-02, eta: 4 days, 15:15:32, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.1898, top5_acc: 0.4383, loss_cls: 3.8419, loss: 3.8419, grad_norm: 1.9466 2020-07-24 14:06:16,817 - mmaction - INFO - Epoch [29][160/3757] lr: 9.415e-02, eta: 4 days, 15:15:03, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.1984, top5_acc: 0.4273, loss_cls: 3.8215, loss: 3.8215, grad_norm: 1.9868 2020-07-24 14:06:28,106 - mmaction - INFO - Epoch [29][180/3757] lr: 9.415e-02, eta: 4 days, 15:14:34, time: 0.564, data_time: 0.002, memory: 5237, top1_acc: 0.2008, top5_acc: 0.4281, loss_cls: 3.8525, loss: 3.8525, grad_norm: 1.9632 2020-07-24 14:06:39,390 - mmaction - INFO - Epoch [29][200/3757] lr: 9.415e-02, eta: 4 days, 15:14:05, time: 0.564, data_time: 0.003, memory: 5237, top1_acc: 0.2008, top5_acc: 0.4437, loss_cls: 3.7677, loss: 3.7677, grad_norm: 1.9958 2020-07-24 14:06:50,751 - mmaction - INFO - Epoch [29][220/3757] lr: 9.415e-02, eta: 4 days, 15:13:37, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.2102, top5_acc: 0.4555, loss_cls: 3.7560, loss: 3.7560, grad_norm: 2.0109 2020-07-24 14:07:02,065 - mmaction - INFO - Epoch [29][240/3757] lr: 9.415e-02, eta: 4 days, 15:13:08, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.2047, top5_acc: 0.4320, loss_cls: 3.7946, loss: 3.7946, grad_norm: 1.9684 2020-07-24 14:07:13,287 - mmaction - INFO - Epoch [29][260/3757] lr: 9.415e-02, eta: 4 days, 15:12:39, time: 0.561, data_time: 0.002, memory: 5237, top1_acc: 0.2016, top5_acc: 0.4234, loss_cls: 3.8881, loss: 3.8881, grad_norm: 1.9163 2020-07-24 14:07:24,634 - mmaction - INFO - Epoch [29][280/3757] lr: 9.415e-02, eta: 4 days, 15:12:10, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.1984, top5_acc: 0.4289, loss_cls: 3.8202, loss: 3.8202, grad_norm: 1.9802 2020-07-24 14:07:35,897 - mmaction - INFO - Epoch [29][300/3757] lr: 9.415e-02, eta: 4 days, 15:11:41, time: 0.563, data_time: 0.003, memory: 5237, top1_acc: 0.2094, top5_acc: 0.4313, loss_cls: 3.8273, loss: 3.8273, grad_norm: 1.9963 2020-07-24 14:07:47,321 - mmaction - INFO - Epoch [29][320/3757] lr: 9.415e-02, eta: 4 days, 15:11:13, time: 0.571, data_time: 0.003, memory: 5237, top1_acc: 0.1992, top5_acc: 0.4477, loss_cls: 3.7784, loss: 3.7784, grad_norm: 1.9546 2020-07-24 14:07:58,678 - mmaction - INFO - Epoch [29][340/3757] lr: 9.415e-02, eta: 4 days, 15:10:45, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.2039, top5_acc: 0.4578, loss_cls: 3.7119, loss: 3.7119, grad_norm: 2.0448 2020-07-24 14:08:09,984 - mmaction - INFO - Epoch [29][360/3757] lr: 9.415e-02, eta: 4 days, 15:10:16, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.2078, top5_acc: 0.4445, loss_cls: 3.7552, loss: 3.7552, grad_norm: 2.0588 2020-07-24 14:08:21,269 - mmaction - INFO - Epoch [29][380/3757] lr: 9.415e-02, eta: 4 days, 15:09:47, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.1977, top5_acc: 0.4219, loss_cls: 3.8415, loss: 3.8415, grad_norm: 2.0506 2020-07-24 14:08:32,645 - mmaction - INFO - Epoch [29][400/3757] lr: 9.415e-02, eta: 4 days, 15:09:19, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.1852, top5_acc: 0.4289, loss_cls: 3.8725, loss: 3.8725, grad_norm: 1.9498 2020-07-24 14:08:44,011 - mmaction - INFO - Epoch [29][420/3757] lr: 9.415e-02, eta: 4 days, 15:08:50, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.1953, top5_acc: 0.4297, loss_cls: 3.8425, loss: 3.8425, grad_norm: 1.9153 2020-07-24 14:08:55,301 - mmaction - INFO - Epoch [29][440/3757] lr: 9.415e-02, eta: 4 days, 15:08:22, time: 0.564, data_time: 0.003, memory: 5237, top1_acc: 0.2133, top5_acc: 0.4461, loss_cls: 3.7461, loss: 3.7461, grad_norm: 1.9209 2020-07-24 14:09:06,622 - mmaction - INFO - Epoch [29][460/3757] lr: 9.415e-02, eta: 4 days, 15:07:53, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.1922, top5_acc: 0.4500, loss_cls: 3.8230, loss: 3.8230, grad_norm: 1.9835 2020-07-24 14:09:18,089 - mmaction - INFO - Epoch [29][480/3757] lr: 9.415e-02, eta: 4 days, 15:07:25, time: 0.573, data_time: 0.003, memory: 5237, top1_acc: 0.1977, top5_acc: 0.4437, loss_cls: 3.7962, loss: 3.7962, grad_norm: 1.9582 2020-07-24 14:09:29,364 - mmaction - INFO - Epoch [29][500/3757] lr: 9.415e-02, eta: 4 days, 15:06:56, time: 0.564, data_time: 0.003, memory: 5237, top1_acc: 0.2156, top5_acc: 0.4547, loss_cls: 3.7697, loss: 3.7697, grad_norm: 1.9750 2020-07-24 14:09:40,720 - mmaction - INFO - Epoch [29][520/3757] lr: 9.415e-02, eta: 4 days, 15:06:28, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4328, loss_cls: 3.8921, loss: 3.8921, grad_norm: 2.0224 2020-07-24 14:09:52,015 - mmaction - INFO - Epoch [29][540/3757] lr: 9.415e-02, eta: 4 days, 15:05:59, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.2180, top5_acc: 0.4453, loss_cls: 3.7970, loss: 3.7970, grad_norm: 1.9364 2020-07-24 14:10:03,530 - mmaction - INFO - Epoch [29][560/3757] lr: 9.415e-02, eta: 4 days, 15:05:32, time: 0.576, data_time: 0.003, memory: 5237, top1_acc: 0.2070, top5_acc: 0.4273, loss_cls: 3.8291, loss: 3.8291, grad_norm: 1.9835 2020-07-24 14:10:14,791 - mmaction - INFO - Epoch [29][580/3757] lr: 9.415e-02, eta: 4 days, 15:05:03, time: 0.563, data_time: 0.001, memory: 5237, top1_acc: 0.2016, top5_acc: 0.4250, loss_cls: 3.9110, loss: 3.9110, grad_norm: 1.9454 2020-07-24 14:10:26,096 - mmaction - INFO - Epoch [29][600/3757] lr: 9.415e-02, eta: 4 days, 15:04:34, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4008, loss_cls: 3.9179, loss: 3.9179, grad_norm: 1.9927 2020-07-24 14:10:37,443 - mmaction - INFO - Epoch [29][620/3757] lr: 9.415e-02, eta: 4 days, 15:04:06, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.2094, top5_acc: 0.4469, loss_cls: 3.7871, loss: 3.7871, grad_norm: 1.9149 2020-07-24 14:10:48,833 - mmaction - INFO - Epoch [29][640/3757] lr: 9.415e-02, eta: 4 days, 15:03:37, time: 0.569, data_time: 0.002, memory: 5237, top1_acc: 0.2023, top5_acc: 0.4242, loss_cls: 3.8607, loss: 3.8607, grad_norm: 1.9422 2020-07-24 14:11:00,255 - mmaction - INFO - Epoch [29][660/3757] lr: 9.415e-02, eta: 4 days, 15:03:09, time: 0.572, data_time: 0.003, memory: 5237, top1_acc: 0.2133, top5_acc: 0.4398, loss_cls: 3.7917, loss: 3.7917, grad_norm: 1.9255 2020-07-24 14:11:11,546 - mmaction - INFO - Epoch [29][680/3757] lr: 9.415e-02, eta: 4 days, 15:02:41, time: 0.564, data_time: 0.003, memory: 5237, top1_acc: 0.1953, top5_acc: 0.4367, loss_cls: 3.7935, loss: 3.7935, grad_norm: 2.0420 2020-07-24 14:11:22,864 - mmaction - INFO - Epoch [29][700/3757] lr: 9.415e-02, eta: 4 days, 15:02:12, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.1914, top5_acc: 0.4328, loss_cls: 3.8824, loss: 3.8824, grad_norm: 2.0011 2020-07-24 14:11:34,246 - mmaction - INFO - Epoch [29][720/3757] lr: 9.415e-02, eta: 4 days, 15:01:44, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.2047, top5_acc: 0.4352, loss_cls: 3.7716, loss: 3.7716, grad_norm: 1.9229 2020-07-24 14:11:45,582 - mmaction - INFO - Epoch [29][740/3757] lr: 9.415e-02, eta: 4 days, 15:01:16, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.1977, top5_acc: 0.4367, loss_cls: 3.7737, loss: 3.7737, grad_norm: 2.0401 2020-07-24 14:11:57,104 - mmaction - INFO - Epoch [29][760/3757] lr: 9.415e-02, eta: 4 days, 15:00:48, time: 0.575, data_time: 0.003, memory: 5237, top1_acc: 0.2008, top5_acc: 0.4328, loss_cls: 3.8352, loss: 3.8352, grad_norm: 1.9306 2020-07-24 14:12:08,449 - mmaction - INFO - Epoch [29][780/3757] lr: 9.415e-02, eta: 4 days, 15:00:20, time: 0.568, data_time: 0.002, memory: 5237, top1_acc: 0.2008, top5_acc: 0.4328, loss_cls: 3.8322, loss: 3.8322, grad_norm: 1.8919 2020-07-24 14:12:19,843 - mmaction - INFO - Epoch [29][800/3757] lr: 9.415e-02, eta: 4 days, 14:59:52, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.2008, top5_acc: 0.4375, loss_cls: 3.7734, loss: 3.7734, grad_norm: 1.9726 2020-07-24 14:12:31,191 - mmaction - INFO - Epoch [29][820/3757] lr: 9.415e-02, eta: 4 days, 14:59:23, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.1938, top5_acc: 0.4289, loss_cls: 3.8998, loss: 3.8998, grad_norm: 2.0093 2020-07-24 14:12:42,580 - mmaction - INFO - Epoch [29][840/3757] lr: 9.415e-02, eta: 4 days, 14:58:55, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.2023, top5_acc: 0.4117, loss_cls: 3.9004, loss: 3.9004, grad_norm: 2.0289 2020-07-24 14:12:53,945 - mmaction - INFO - Epoch [29][860/3757] lr: 9.415e-02, eta: 4 days, 14:58:27, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.1953, top5_acc: 0.4234, loss_cls: 3.8259, loss: 3.8259, grad_norm: 1.9915 2020-07-24 14:13:05,255 - mmaction - INFO - Epoch [29][880/3757] lr: 9.415e-02, eta: 4 days, 14:57:58, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.2203, top5_acc: 0.4406, loss_cls: 3.7711, loss: 3.7711, grad_norm: 1.9092 2020-07-24 14:13:16,595 - mmaction - INFO - Epoch [29][900/3757] lr: 9.415e-02, eta: 4 days, 14:57:30, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.1984, top5_acc: 0.4250, loss_cls: 3.9135, loss: 3.9135, grad_norm: 1.9691 2020-07-24 14:13:27,924 - mmaction - INFO - Epoch [29][920/3757] lr: 9.415e-02, eta: 4 days, 14:57:02, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.1953, top5_acc: 0.4078, loss_cls: 3.9485, loss: 3.9485, grad_norm: 1.9238 2020-07-24 14:13:39,350 - mmaction - INFO - Epoch [29][940/3757] lr: 9.415e-02, eta: 4 days, 14:56:34, time: 0.571, data_time: 0.003, memory: 5237, top1_acc: 0.2094, top5_acc: 0.4188, loss_cls: 3.8687, loss: 3.8687, grad_norm: 1.9200 2020-07-24 14:13:50,692 - mmaction - INFO - Epoch [29][960/3757] lr: 9.415e-02, eta: 4 days, 14:56:05, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.2125, top5_acc: 0.4375, loss_cls: 3.8223, loss: 3.8223, grad_norm: 1.9711 2020-07-24 14:14:02,163 - mmaction - INFO - Epoch [29][980/3757] lr: 9.415e-02, eta: 4 days, 14:55:38, time: 0.574, data_time: 0.002, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4500, loss_cls: 3.8138, loss: 3.8138, grad_norm: 1.9652 2020-07-24 14:14:13,542 - mmaction - INFO - Epoch [29][1000/3757] lr: 9.415e-02, eta: 4 days, 14:55:10, time: 0.569, data_time: 0.002, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4242, loss_cls: 3.8591, loss: 3.8591, grad_norm: 1.9777 2020-07-24 14:14:25,049 - mmaction - INFO - Epoch [29][1020/3757] lr: 9.415e-02, eta: 4 days, 14:54:42, time: 0.575, data_time: 0.003, memory: 5237, top1_acc: 0.2125, top5_acc: 0.4344, loss_cls: 3.8066, loss: 3.8066, grad_norm: 1.9966 2020-07-24 14:14:36,460 - mmaction - INFO - Epoch [29][1040/3757] lr: 9.415e-02, eta: 4 days, 14:54:14, time: 0.571, data_time: 0.003, memory: 5237, top1_acc: 0.2047, top5_acc: 0.4266, loss_cls: 3.8124, loss: 3.8124, grad_norm: 1.9894 2020-07-24 14:14:47,810 - mmaction - INFO - Epoch [29][1060/3757] lr: 9.415e-02, eta: 4 days, 14:53:46, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.1828, top5_acc: 0.4375, loss_cls: 3.8557, loss: 3.8557, grad_norm: 2.0084 2020-07-24 14:14:59,191 - mmaction - INFO - Epoch [29][1080/3757] lr: 9.415e-02, eta: 4 days, 14:53:18, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.2109, top5_acc: 0.4500, loss_cls: 3.7559, loss: 3.7559, grad_norm: 1.9707 2020-07-24 14:15:10,552 - mmaction - INFO - Epoch [29][1100/3757] lr: 9.415e-02, eta: 4 days, 14:52:50, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.1922, top5_acc: 0.4156, loss_cls: 3.9130, loss: 3.9130, grad_norm: 2.0208 2020-07-24 14:15:21,936 - mmaction - INFO - Epoch [29][1120/3757] lr: 9.415e-02, eta: 4 days, 14:52:21, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.2016, top5_acc: 0.4328, loss_cls: 3.8545, loss: 3.8545, grad_norm: 1.9690 2020-07-24 14:15:33,318 - mmaction - INFO - Epoch [29][1140/3757] lr: 9.415e-02, eta: 4 days, 14:51:53, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.2008, top5_acc: 0.4219, loss_cls: 3.8364, loss: 3.8364, grad_norm: 1.9043 2020-07-24 14:15:44,695 - mmaction - INFO - Epoch [29][1160/3757] lr: 9.415e-02, eta: 4 days, 14:51:25, time: 0.568, data_time: 0.002, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4102, loss_cls: 3.8655, loss: 3.8655, grad_norm: 1.9769 2020-07-24 14:15:56,003 - mmaction - INFO - Epoch [29][1180/3757] lr: 9.415e-02, eta: 4 days, 14:50:57, time: 0.565, data_time: 0.002, memory: 5237, top1_acc: 0.1883, top5_acc: 0.4117, loss_cls: 3.8730, loss: 3.8730, grad_norm: 1.9624 2020-07-24 14:16:07,417 - mmaction - INFO - Epoch [29][1200/3757] lr: 9.415e-02, eta: 4 days, 14:50:29, time: 0.571, data_time: 0.003, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4289, loss_cls: 3.8551, loss: 3.8551, grad_norm: 2.0011 2020-07-24 14:16:18,872 - mmaction - INFO - Epoch [29][1220/3757] lr: 9.415e-02, eta: 4 days, 14:50:01, time: 0.573, data_time: 0.003, memory: 5237, top1_acc: 0.2023, top5_acc: 0.3961, loss_cls: 3.9055, loss: 3.9055, grad_norm: 1.9332 2020-07-24 14:16:30,303 - mmaction - INFO - Epoch [29][1240/3757] lr: 9.415e-02, eta: 4 days, 14:49:34, time: 0.571, data_time: 0.003, memory: 5237, top1_acc: 0.1883, top5_acc: 0.4180, loss_cls: 3.9482, loss: 3.9482, grad_norm: 1.9675 2020-07-24 14:16:41,720 - mmaction - INFO - Epoch [29][1260/3757] lr: 9.415e-02, eta: 4 days, 14:49:06, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.2031, top5_acc: 0.4453, loss_cls: 3.8184, loss: 3.8184, grad_norm: 1.9662 2020-07-24 14:16:53,069 - mmaction - INFO - Epoch [29][1280/3757] lr: 9.415e-02, eta: 4 days, 14:48:38, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.2102, top5_acc: 0.4375, loss_cls: 3.7872, loss: 3.7872, grad_norm: 1.9814 2020-07-24 14:17:04,498 - mmaction - INFO - Epoch [29][1300/3757] lr: 9.415e-02, eta: 4 days, 14:48:10, time: 0.571, data_time: 0.002, memory: 5237, top1_acc: 0.1711, top5_acc: 0.4164, loss_cls: 3.9108, loss: 3.9108, grad_norm: 1.9981 2020-07-24 14:17:15,836 - mmaction - INFO - Epoch [29][1320/3757] lr: 9.415e-02, eta: 4 days, 14:47:41, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.2094, top5_acc: 0.4195, loss_cls: 3.8793, loss: 3.8793, grad_norm: 1.9498 2020-07-24 14:17:27,170 - mmaction - INFO - Epoch [29][1340/3757] lr: 9.415e-02, eta: 4 days, 14:47:13, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.1992, top5_acc: 0.4211, loss_cls: 3.8498, loss: 3.8498, grad_norm: 1.9794 2020-07-24 14:17:38,494 - mmaction - INFO - Epoch [29][1360/3757] lr: 9.415e-02, eta: 4 days, 14:46:45, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.2008, top5_acc: 0.4211, loss_cls: 3.9027, loss: 3.9027, grad_norm: 1.9864 2020-07-24 14:17:49,832 - mmaction - INFO - Epoch [29][1380/3757] lr: 9.415e-02, eta: 4 days, 14:46:17, time: 0.566, data_time: 0.002, memory: 5237, top1_acc: 0.2094, top5_acc: 0.4273, loss_cls: 3.8590, loss: 3.8590, grad_norm: 1.9730 2020-07-24 14:18:01,192 - mmaction - INFO - Epoch [29][1400/3757] lr: 9.415e-02, eta: 4 days, 14:45:49, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.1867, top5_acc: 0.4305, loss_cls: 3.8566, loss: 3.8566, grad_norm: 2.0439 2020-07-24 14:18:12,619 - mmaction - INFO - Epoch [29][1420/3757] lr: 9.415e-02, eta: 4 days, 14:45:21, time: 0.571, data_time: 0.003, memory: 5237, top1_acc: 0.1891, top5_acc: 0.4141, loss_cls: 3.9321, loss: 3.9321, grad_norm: 2.0270 2020-07-24 14:18:23,992 - mmaction - INFO - Epoch [29][1440/3757] lr: 9.415e-02, eta: 4 days, 14:44:53, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.2031, top5_acc: 0.4375, loss_cls: 3.7853, loss: 3.7853, grad_norm: 1.9289 2020-07-24 14:18:35,335 - mmaction - INFO - Epoch [29][1460/3757] lr: 9.415e-02, eta: 4 days, 14:44:25, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.1977, top5_acc: 0.4305, loss_cls: 3.8563, loss: 3.8563, grad_norm: 2.0018 2020-07-24 14:18:46,658 - mmaction - INFO - Epoch [29][1480/3757] lr: 9.415e-02, eta: 4 days, 14:43:56, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.1891, top5_acc: 0.4211, loss_cls: 3.8886, loss: 3.8886, grad_norm: 2.0054 2020-07-24 14:18:58,079 - mmaction - INFO - Epoch [29][1500/3757] lr: 9.415e-02, eta: 4 days, 14:43:29, time: 0.571, data_time: 0.003, memory: 5237, top1_acc: 0.2055, top5_acc: 0.4141, loss_cls: 3.9021, loss: 3.9021, grad_norm: 1.9622 2020-07-24 14:19:09,506 - mmaction - INFO - Epoch [29][1520/3757] lr: 9.415e-02, eta: 4 days, 14:43:01, time: 0.571, data_time: 0.003, memory: 5237, top1_acc: 0.2102, top5_acc: 0.4234, loss_cls: 3.8035, loss: 3.8035, grad_norm: 1.9145 2020-07-24 14:19:20,933 - mmaction - INFO - Epoch [29][1540/3757] lr: 9.415e-02, eta: 4 days, 14:42:33, time: 0.572, data_time: 0.003, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4070, loss_cls: 3.8723, loss: 3.8723, grad_norm: 1.9610 2020-07-24 14:19:32,389 - mmaction - INFO - Epoch [29][1560/3757] lr: 9.415e-02, eta: 4 days, 14:42:06, time: 0.573, data_time: 0.003, memory: 5237, top1_acc: 0.1852, top5_acc: 0.4070, loss_cls: 3.9157, loss: 3.9157, grad_norm: 2.0029 2020-07-24 14:19:43,714 - mmaction - INFO - Epoch [29][1580/3757] lr: 9.415e-02, eta: 4 days, 14:41:37, time: 0.566, data_time: 0.002, memory: 5237, top1_acc: 0.2008, top5_acc: 0.4352, loss_cls: 3.8252, loss: 3.8252, grad_norm: 1.9918 2020-07-24 14:19:55,135 - mmaction - INFO - Epoch [29][1600/3757] lr: 9.415e-02, eta: 4 days, 14:41:10, time: 0.571, data_time: 0.002, memory: 5237, top1_acc: 0.1906, top5_acc: 0.4062, loss_cls: 3.8881, loss: 3.8881, grad_norm: 1.9713 2020-07-24 14:20:06,512 - mmaction - INFO - Epoch [29][1620/3757] lr: 9.415e-02, eta: 4 days, 14:40:42, time: 0.568, data_time: 0.002, memory: 5237, top1_acc: 0.2305, top5_acc: 0.4422, loss_cls: 3.7660, loss: 3.7660, grad_norm: 1.9781 2020-07-24 14:20:17,888 - mmaction - INFO - Epoch [29][1640/3757] lr: 9.415e-02, eta: 4 days, 14:40:14, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.1836, top5_acc: 0.4281, loss_cls: 3.9142, loss: 3.9142, grad_norm: 2.0298 2020-07-24 14:20:29,250 - mmaction - INFO - Epoch [29][1660/3757] lr: 9.415e-02, eta: 4 days, 14:39:46, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.2008, top5_acc: 0.4297, loss_cls: 3.7875, loss: 3.7875, grad_norm: 1.9414 2020-07-24 14:20:40,634 - mmaction - INFO - Epoch [29][1680/3757] lr: 9.415e-02, eta: 4 days, 14:39:18, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.1961, top5_acc: 0.4531, loss_cls: 3.7598, loss: 3.7598, grad_norm: 2.0175 2020-07-24 14:20:52,027 - mmaction - INFO - Epoch [29][1700/3757] lr: 9.415e-02, eta: 4 days, 14:38:50, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.1992, top5_acc: 0.4266, loss_cls: 3.8361, loss: 3.8361, grad_norm: 1.9710 2020-07-24 14:21:03,477 - mmaction - INFO - Epoch [29][1720/3757] lr: 9.415e-02, eta: 4 days, 14:38:22, time: 0.572, data_time: 0.003, memory: 5237, top1_acc: 0.1883, top5_acc: 0.4164, loss_cls: 3.8738, loss: 3.8738, grad_norm: 2.0098 2020-07-24 14:21:14,913 - mmaction - INFO - Epoch [29][1740/3757] lr: 9.415e-02, eta: 4 days, 14:37:55, time: 0.572, data_time: 0.003, memory: 5237, top1_acc: 0.2000, top5_acc: 0.4234, loss_cls: 3.7822, loss: 3.7822, grad_norm: 1.9476 2020-07-24 14:21:26,228 - mmaction - INFO - Epoch [29][1760/3757] lr: 9.415e-02, eta: 4 days, 14:37:27, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.2016, top5_acc: 0.4203, loss_cls: 3.8545, loss: 3.8545, grad_norm: 2.0094 2020-07-24 14:21:37,629 - mmaction - INFO - Epoch [29][1780/3757] lr: 9.415e-02, eta: 4 days, 14:36:59, time: 0.569, data_time: 0.002, memory: 5237, top1_acc: 0.1883, top5_acc: 0.4250, loss_cls: 3.9184, loss: 3.9184, grad_norm: 1.9570 2020-07-24 14:21:48,919 - mmaction - INFO - Epoch [29][1800/3757] lr: 9.415e-02, eta: 4 days, 14:36:30, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.2078, top5_acc: 0.4523, loss_cls: 3.8270, loss: 3.8270, grad_norm: 1.9704 2020-07-24 14:22:00,436 - mmaction - INFO - Epoch [29][1820/3757] lr: 9.415e-02, eta: 4 days, 14:36:03, time: 0.575, data_time: 0.003, memory: 5237, top1_acc: 0.2016, top5_acc: 0.4188, loss_cls: 3.9298, loss: 3.9298, grad_norm: 1.9935 2020-07-24 14:22:11,800 - mmaction - INFO - Epoch [29][1840/3757] lr: 9.415e-02, eta: 4 days, 14:35:35, time: 0.568, data_time: 0.004, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4273, loss_cls: 3.8553, loss: 3.8553, grad_norm: 1.9807 2020-07-24 14:22:23,165 - mmaction - INFO - Epoch [29][1860/3757] lr: 9.415e-02, eta: 4 days, 14:35:07, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.2008, top5_acc: 0.4102, loss_cls: 3.8717, loss: 3.8717, grad_norm: 1.9395 2020-07-24 14:22:34,550 - mmaction - INFO - Epoch [29][1880/3757] lr: 9.415e-02, eta: 4 days, 14:34:40, time: 0.569, data_time: 0.002, memory: 5237, top1_acc: 0.1984, top5_acc: 0.4320, loss_cls: 3.7903, loss: 3.7903, grad_norm: 1.9335 2020-07-24 14:22:45,921 - mmaction - INFO - Epoch [29][1900/3757] lr: 9.415e-02, eta: 4 days, 14:34:12, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4414, loss_cls: 3.8186, loss: 3.8186, grad_norm: 1.9605 2020-07-24 14:22:57,242 - mmaction - INFO - Epoch [29][1920/3757] lr: 9.415e-02, eta: 4 days, 14:33:44, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.2109, top5_acc: 0.4266, loss_cls: 3.8518, loss: 3.8518, grad_norm: 1.9280 2020-07-24 14:23:08,634 - mmaction - INFO - Epoch [29][1940/3757] lr: 9.415e-02, eta: 4 days, 14:33:16, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.2008, top5_acc: 0.4508, loss_cls: 3.7773, loss: 3.7773, grad_norm: 1.9819 2020-07-24 14:23:20,031 - mmaction - INFO - Epoch [29][1960/3757] lr: 9.415e-02, eta: 4 days, 14:32:48, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4367, loss_cls: 3.8717, loss: 3.8717, grad_norm: 2.0297 2020-07-24 14:23:31,364 - mmaction - INFO - Epoch [29][1980/3757] lr: 9.415e-02, eta: 4 days, 14:32:20, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.2094, top5_acc: 0.4437, loss_cls: 3.8611, loss: 3.8611, grad_norm: 1.9820 2020-07-24 14:23:42,759 - mmaction - INFO - Epoch [29][2000/3757] lr: 9.415e-02, eta: 4 days, 14:31:52, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.1977, top5_acc: 0.4055, loss_cls: 3.9351, loss: 3.9351, grad_norm: 1.9830 2020-07-24 14:23:54,026 - mmaction - INFO - Epoch [29][2020/3757] lr: 9.415e-02, eta: 4 days, 14:31:24, time: 0.563, data_time: 0.003, memory: 5237, top1_acc: 0.1898, top5_acc: 0.4125, loss_cls: 3.8709, loss: 3.8709, grad_norm: 1.9430 2020-07-24 14:24:05,348 - mmaction - INFO - Epoch [29][2040/3757] lr: 9.415e-02, eta: 4 days, 14:30:56, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.2016, top5_acc: 0.4523, loss_cls: 3.7638, loss: 3.7638, grad_norm: 1.8936 2020-07-24 14:24:16,830 - mmaction - INFO - Epoch [29][2060/3757] lr: 9.415e-02, eta: 4 days, 14:30:28, time: 0.574, data_time: 0.003, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4281, loss_cls: 3.8907, loss: 3.8907, grad_norm: 1.9748 2020-07-24 14:24:28,207 - mmaction - INFO - Epoch [29][2080/3757] lr: 9.415e-02, eta: 4 days, 14:30:01, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.1992, top5_acc: 0.4141, loss_cls: 3.8858, loss: 3.8858, grad_norm: 1.9756 2020-07-24 14:24:39,585 - mmaction - INFO - Epoch [29][2100/3757] lr: 9.415e-02, eta: 4 days, 14:29:33, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.2094, top5_acc: 0.4273, loss_cls: 3.8595, loss: 3.8595, grad_norm: 2.0099 2020-07-24 14:24:50,967 - mmaction - INFO - Epoch [29][2120/3757] lr: 9.415e-02, eta: 4 days, 14:29:05, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.2164, top5_acc: 0.4367, loss_cls: 3.7485, loss: 3.7485, grad_norm: 1.9617 2020-07-24 14:25:02,244 - mmaction - INFO - Epoch [29][2140/3757] lr: 9.415e-02, eta: 4 days, 14:28:37, time: 0.564, data_time: 0.003, memory: 5237, top1_acc: 0.1898, top5_acc: 0.4086, loss_cls: 3.8829, loss: 3.8829, grad_norm: 2.0198 2020-07-24 14:25:13,613 - mmaction - INFO - Epoch [29][2160/3757] lr: 9.415e-02, eta: 4 days, 14:28:09, time: 0.569, data_time: 0.001, memory: 5237, top1_acc: 0.1906, top5_acc: 0.4062, loss_cls: 3.9337, loss: 3.9337, grad_norm: 1.9781 2020-07-24 14:25:25,003 - mmaction - INFO - Epoch [29][2180/3757] lr: 9.415e-02, eta: 4 days, 14:27:41, time: 0.569, data_time: 0.002, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4180, loss_cls: 3.8656, loss: 3.8656, grad_norm: 1.9335 2020-07-24 14:25:36,495 - mmaction - INFO - Epoch [29][2200/3757] lr: 9.415e-02, eta: 4 days, 14:27:14, time: 0.575, data_time: 0.003, memory: 5237, top1_acc: 0.2023, top5_acc: 0.4336, loss_cls: 3.7588, loss: 3.7588, grad_norm: 1.9499 2020-07-24 14:25:47,882 - mmaction - INFO - Epoch [29][2220/3757] lr: 9.415e-02, eta: 4 days, 14:26:46, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.2008, top5_acc: 0.4250, loss_cls: 3.8416, loss: 3.8416, grad_norm: 1.9697 2020-07-24 14:25:59,240 - mmaction - INFO - Epoch [29][2240/3757] lr: 9.415e-02, eta: 4 days, 14:26:19, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.1836, top5_acc: 0.4078, loss_cls: 3.9164, loss: 3.9164, grad_norm: 1.9412 2020-07-24 14:26:10,595 - mmaction - INFO - Epoch [29][2260/3757] lr: 9.415e-02, eta: 4 days, 14:25:51, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.2102, top5_acc: 0.4539, loss_cls: 3.7394, loss: 3.7394, grad_norm: 1.9713 2020-07-24 14:26:21,929 - mmaction - INFO - Epoch [29][2280/3757] lr: 9.415e-02, eta: 4 days, 14:25:23, time: 0.567, data_time: 0.002, memory: 5237, top1_acc: 0.2062, top5_acc: 0.4383, loss_cls: 3.8190, loss: 3.8190, grad_norm: 1.9313 2020-07-24 14:26:33,407 - mmaction - INFO - Epoch [29][2300/3757] lr: 9.415e-02, eta: 4 days, 14:24:55, time: 0.574, data_time: 0.002, memory: 5237, top1_acc: 0.1906, top5_acc: 0.4070, loss_cls: 3.9261, loss: 3.9261, grad_norm: 2.0576 2020-07-24 14:26:44,772 - mmaction - INFO - Epoch [29][2320/3757] lr: 9.415e-02, eta: 4 days, 14:24:28, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.2016, top5_acc: 0.4344, loss_cls: 3.7720, loss: 3.7720, grad_norm: 1.9198 2020-07-24 14:26:56,135 - mmaction - INFO - Epoch [29][2340/3757] lr: 9.415e-02, eta: 4 days, 14:24:00, time: 0.568, data_time: 0.002, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4313, loss_cls: 3.8971, loss: 3.8971, grad_norm: 1.9868 2020-07-24 14:27:07,476 - mmaction - INFO - Epoch [29][2360/3757] lr: 9.415e-02, eta: 4 days, 14:23:32, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.1914, top5_acc: 0.4188, loss_cls: 3.8911, loss: 3.8911, grad_norm: 1.9764 2020-07-24 14:27:18,876 - mmaction - INFO - Epoch [29][2380/3757] lr: 9.415e-02, eta: 4 days, 14:23:04, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.1867, top5_acc: 0.4281, loss_cls: 3.8674, loss: 3.8674, grad_norm: 1.9755 2020-07-24 14:27:30,276 - mmaction - INFO - Epoch [29][2400/3757] lr: 9.415e-02, eta: 4 days, 14:22:37, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.2016, top5_acc: 0.4375, loss_cls: 3.8256, loss: 3.8256, grad_norm: 2.0382 2020-07-24 14:27:41,668 - mmaction - INFO - Epoch [29][2420/3757] lr: 9.415e-02, eta: 4 days, 14:22:09, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.1867, top5_acc: 0.4227, loss_cls: 3.8740, loss: 3.8740, grad_norm: 1.9939 2020-07-24 14:27:53,075 - mmaction - INFO - Epoch [29][2440/3757] lr: 9.415e-02, eta: 4 days, 14:21:42, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.1812, top5_acc: 0.4039, loss_cls: 3.9026, loss: 3.9026, grad_norm: 1.9071 2020-07-24 14:28:04,495 - mmaction - INFO - Epoch [29][2460/3757] lr: 9.415e-02, eta: 4 days, 14:21:14, time: 0.571, data_time: 0.003, memory: 5237, top1_acc: 0.1938, top5_acc: 0.4164, loss_cls: 3.8440, loss: 3.8440, grad_norm: 1.9525 2020-07-24 14:28:15,775 - mmaction - INFO - Epoch [29][2480/3757] lr: 9.415e-02, eta: 4 days, 14:20:46, time: 0.564, data_time: 0.003, memory: 5237, top1_acc: 0.2016, top5_acc: 0.4109, loss_cls: 3.9222, loss: 3.9222, grad_norm: 1.9891 2020-07-24 14:28:27,095 - mmaction - INFO - Epoch [29][2500/3757] lr: 9.415e-02, eta: 4 days, 14:20:18, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.1961, top5_acc: 0.4055, loss_cls: 3.8642, loss: 3.8642, grad_norm: 1.9601 2020-07-24 14:28:38,380 - mmaction - INFO - Epoch [29][2520/3757] lr: 9.415e-02, eta: 4 days, 14:19:50, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.2102, top5_acc: 0.4555, loss_cls: 3.7834, loss: 3.7834, grad_norm: 1.9494 2020-07-24 14:28:49,770 - mmaction - INFO - Epoch [29][2540/3757] lr: 9.415e-02, eta: 4 days, 14:19:22, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.2008, top5_acc: 0.4469, loss_cls: 3.7912, loss: 3.7912, grad_norm: 1.9864 2020-07-24 14:29:01,134 - mmaction - INFO - Epoch [29][2560/3757] lr: 9.415e-02, eta: 4 days, 14:18:55, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.1953, top5_acc: 0.4313, loss_cls: 3.9078, loss: 3.9078, grad_norm: 1.9012 2020-07-24 14:29:12,463 - mmaction - INFO - Epoch [29][2580/3757] lr: 9.415e-02, eta: 4 days, 14:18:27, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.1906, top5_acc: 0.4133, loss_cls: 3.9339, loss: 3.9339, grad_norm: 1.9472 2020-07-24 14:29:23,773 - mmaction - INFO - Epoch [29][2600/3757] lr: 9.415e-02, eta: 4 days, 14:17:58, time: 0.564, data_time: 0.003, memory: 5237, top1_acc: 0.1758, top5_acc: 0.4008, loss_cls: 3.9519, loss: 3.9519, grad_norm: 1.9653 2020-07-24 14:29:35,119 - mmaction - INFO - Epoch [29][2620/3757] lr: 9.415e-02, eta: 4 days, 14:17:31, time: 0.568, data_time: 0.004, memory: 5237, top1_acc: 0.1953, top5_acc: 0.4250, loss_cls: 3.7934, loss: 3.7934, grad_norm: 1.9687 2020-07-24 14:29:46,556 - mmaction - INFO - Epoch [29][2640/3757] lr: 9.415e-02, eta: 4 days, 14:17:03, time: 0.571, data_time: 0.003, memory: 5237, top1_acc: 0.1906, top5_acc: 0.4289, loss_cls: 3.8335, loss: 3.8335, grad_norm: 1.9591 2020-07-24 14:29:57,918 - mmaction - INFO - Epoch [29][2660/3757] lr: 9.415e-02, eta: 4 days, 14:16:36, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.2047, top5_acc: 0.4367, loss_cls: 3.8521, loss: 3.8521, grad_norm: 1.9388 2020-07-24 14:30:08,723 - mmaction - INFO - Epoch [29][2680/3757] lr: 9.415e-02, eta: 4 days, 14:16:05, time: 0.540, data_time: 0.003, memory: 5237, top1_acc: 0.2016, top5_acc: 0.4375, loss_cls: 3.7964, loss: 3.7964, grad_norm: 1.9690 2020-07-24 14:30:20,141 - mmaction - INFO - Epoch [29][2700/3757] lr: 9.415e-02, eta: 4 days, 14:15:38, time: 0.571, data_time: 0.003, memory: 5237, top1_acc: 0.1984, top5_acc: 0.4328, loss_cls: 3.8048, loss: 3.8048, grad_norm: 1.9639 2020-07-24 14:30:31,521 - mmaction - INFO - Epoch [29][2720/3757] lr: 9.415e-02, eta: 4 days, 14:15:10, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.1914, top5_acc: 0.4484, loss_cls: 3.7897, loss: 3.7897, grad_norm: 1.9540 2020-07-24 14:30:42,875 - mmaction - INFO - Epoch [29][2740/3757] lr: 9.415e-02, eta: 4 days, 14:14:42, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.1922, top5_acc: 0.4117, loss_cls: 3.8809, loss: 3.8809, grad_norm: 1.9557 2020-07-24 14:30:54,326 - mmaction - INFO - Epoch [29][2760/3757] lr: 9.415e-02, eta: 4 days, 14:14:15, time: 0.573, data_time: 0.003, memory: 5237, top1_acc: 0.1961, top5_acc: 0.4117, loss_cls: 3.8705, loss: 3.8705, grad_norm: 1.9434 2020-07-24 14:31:05,721 - mmaction - INFO - Epoch [29][2780/3757] lr: 9.415e-02, eta: 4 days, 14:13:48, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.2125, top5_acc: 0.4477, loss_cls: 3.8158, loss: 3.8158, grad_norm: 1.9705 2020-07-24 14:31:17,131 - mmaction - INFO - Epoch [29][2800/3757] lr: 9.415e-02, eta: 4 days, 14:13:20, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.1820, top5_acc: 0.4156, loss_cls: 3.8977, loss: 3.8977, grad_norm: 1.9203 2020-07-24 14:31:28,439 - mmaction - INFO - Epoch [29][2820/3757] lr: 9.415e-02, eta: 4 days, 14:12:52, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4156, loss_cls: 3.8800, loss: 3.8800, grad_norm: 1.9224 2020-07-24 14:31:39,817 - mmaction - INFO - Epoch [29][2840/3757] lr: 9.415e-02, eta: 4 days, 14:12:25, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.2094, top5_acc: 0.4281, loss_cls: 3.8217, loss: 3.8217, grad_norm: 1.9840 2020-07-24 14:31:51,242 - mmaction - INFO - Epoch [29][2860/3757] lr: 9.415e-02, eta: 4 days, 14:11:57, time: 0.572, data_time: 0.003, memory: 5237, top1_acc: 0.1852, top5_acc: 0.4242, loss_cls: 3.8850, loss: 3.8850, grad_norm: 2.0015 2020-07-24 14:32:02,614 - mmaction - INFO - Epoch [29][2880/3757] lr: 9.415e-02, eta: 4 days, 14:11:30, time: 0.569, data_time: 0.002, memory: 5237, top1_acc: 0.2094, top5_acc: 0.4297, loss_cls: 3.8304, loss: 3.8304, grad_norm: 1.9121 2020-07-24 14:32:13,899 - mmaction - INFO - Epoch [29][2900/3757] lr: 9.415e-02, eta: 4 days, 14:11:02, time: 0.564, data_time: 0.002, memory: 5237, top1_acc: 0.1914, top5_acc: 0.4273, loss_cls: 3.8835, loss: 3.8835, grad_norm: 1.9732 2020-07-24 14:32:25,253 - mmaction - INFO - Epoch [29][2920/3757] lr: 9.415e-02, eta: 4 days, 14:10:34, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4266, loss_cls: 3.8501, loss: 3.8501, grad_norm: 2.0057 2020-07-24 14:32:36,547 - mmaction - INFO - Epoch [29][2940/3757] lr: 9.415e-02, eta: 4 days, 14:10:06, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.1883, top5_acc: 0.4102, loss_cls: 3.9131, loss: 3.9131, grad_norm: 2.0024 2020-07-24 14:32:47,836 - mmaction - INFO - Epoch [29][2960/3757] lr: 9.415e-02, eta: 4 days, 14:09:38, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.1859, top5_acc: 0.4211, loss_cls: 3.8851, loss: 3.8851, grad_norm: 1.9410 2020-07-24 14:32:59,190 - mmaction - INFO - Epoch [29][2980/3757] lr: 9.415e-02, eta: 4 days, 14:09:10, time: 0.567, data_time: 0.002, memory: 5237, top1_acc: 0.1992, top5_acc: 0.4406, loss_cls: 3.8366, loss: 3.8366, grad_norm: 1.9890 2020-07-24 14:33:10,559 - mmaction - INFO - Epoch [29][3000/3757] lr: 9.415e-02, eta: 4 days, 14:08:43, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.2070, top5_acc: 0.4219, loss_cls: 3.8262, loss: 3.8262, grad_norm: 1.9566 2020-07-24 14:33:21,924 - mmaction - INFO - Epoch [29][3020/3757] lr: 9.415e-02, eta: 4 days, 14:08:15, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.1984, top5_acc: 0.4305, loss_cls: 3.8152, loss: 3.8152, grad_norm: 1.9564 2020-07-24 14:33:33,267 - mmaction - INFO - Epoch [29][3040/3757] lr: 9.415e-02, eta: 4 days, 14:07:47, time: 0.566, data_time: 0.002, memory: 5237, top1_acc: 0.2203, top5_acc: 0.4359, loss_cls: 3.7559, loss: 3.7559, grad_norm: 1.9378 2020-07-24 14:33:44,638 - mmaction - INFO - Epoch [29][3060/3757] lr: 9.415e-02, eta: 4 days, 14:07:20, time: 0.570, data_time: 0.004, memory: 5237, top1_acc: 0.2062, top5_acc: 0.4578, loss_cls: 3.7631, loss: 3.7631, grad_norm: 1.9596 2020-07-24 14:33:56,021 - mmaction - INFO - Epoch [29][3080/3757] lr: 9.415e-02, eta: 4 days, 14:06:53, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.1906, top5_acc: 0.4359, loss_cls: 3.8682, loss: 3.8682, grad_norm: 1.9997 2020-07-24 14:34:07,331 - mmaction - INFO - Epoch [29][3100/3757] lr: 9.415e-02, eta: 4 days, 14:06:25, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.1992, top5_acc: 0.4250, loss_cls: 3.8314, loss: 3.8314, grad_norm: 1.9646 2020-07-24 14:34:18,759 - mmaction - INFO - Epoch [29][3120/3757] lr: 9.415e-02, eta: 4 days, 14:05:58, time: 0.571, data_time: 0.003, memory: 5237, top1_acc: 0.1914, top5_acc: 0.4320, loss_cls: 3.8712, loss: 3.8712, grad_norm: 1.9951 2020-07-24 14:34:30,120 - mmaction - INFO - Epoch [29][3140/3757] lr: 9.415e-02, eta: 4 days, 14:05:30, time: 0.567, data_time: 0.001, memory: 5237, top1_acc: 0.1758, top5_acc: 0.4086, loss_cls: 3.9875, loss: 3.9875, grad_norm: 1.9203 2020-07-24 14:34:41,482 - mmaction - INFO - Epoch [29][3160/3757] lr: 9.415e-02, eta: 4 days, 14:05:02, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.2016, top5_acc: 0.4273, loss_cls: 3.8523, loss: 3.8523, grad_norm: 1.9261 2020-07-24 14:34:52,888 - mmaction - INFO - Epoch [29][3180/3757] lr: 9.415e-02, eta: 4 days, 14:04:35, time: 0.569, data_time: 0.002, memory: 5237, top1_acc: 0.1953, top5_acc: 0.4047, loss_cls: 3.9149, loss: 3.9149, grad_norm: 2.0111 2020-07-24 14:35:04,383 - mmaction - INFO - Epoch [29][3200/3757] lr: 9.415e-02, eta: 4 days, 14:04:08, time: 0.575, data_time: 0.002, memory: 5237, top1_acc: 0.1859, top5_acc: 0.4188, loss_cls: 3.8505, loss: 3.8505, grad_norm: 1.9214 2020-07-24 14:35:15,671 - mmaction - INFO - Epoch [29][3220/3757] lr: 9.415e-02, eta: 4 days, 14:03:40, time: 0.565, data_time: 0.001, memory: 5237, top1_acc: 0.1977, top5_acc: 0.4141, loss_cls: 3.8876, loss: 3.8876, grad_norm: 1.9318 2020-07-24 14:35:26,924 - mmaction - INFO - Epoch [29][3240/3757] lr: 9.415e-02, eta: 4 days, 14:03:12, time: 0.563, data_time: 0.001, memory: 5237, top1_acc: 0.1898, top5_acc: 0.4258, loss_cls: 3.8384, loss: 3.8384, grad_norm: 1.9560 2020-07-24 14:35:38,267 - mmaction - INFO - Epoch [29][3260/3757] lr: 9.415e-02, eta: 4 days, 14:02:45, time: 0.567, data_time: 0.001, memory: 5237, top1_acc: 0.2023, top5_acc: 0.4117, loss_cls: 3.8772, loss: 3.8772, grad_norm: 1.9447 2020-07-24 14:35:49,580 - mmaction - INFO - Epoch [29][3280/3757] lr: 9.415e-02, eta: 4 days, 14:02:17, time: 0.565, data_time: 0.001, memory: 5237, top1_acc: 0.2156, top5_acc: 0.4445, loss_cls: 3.7478, loss: 3.7478, grad_norm: 1.9968 2020-07-24 14:36:00,899 - mmaction - INFO - Epoch [29][3300/3757] lr: 9.415e-02, eta: 4 days, 14:01:49, time: 0.566, data_time: 0.001, memory: 5237, top1_acc: 0.2000, top5_acc: 0.4305, loss_cls: 3.8450, loss: 3.8450, grad_norm: 2.0366 2020-07-24 14:36:12,272 - mmaction - INFO - Epoch [29][3320/3757] lr: 9.415e-02, eta: 4 days, 14:01:22, time: 0.568, data_time: 0.001, memory: 5237, top1_acc: 0.2016, top5_acc: 0.4188, loss_cls: 3.8980, loss: 3.8980, grad_norm: 1.9761 2020-07-24 14:36:23,605 - mmaction - INFO - Epoch [29][3340/3757] lr: 9.415e-02, eta: 4 days, 14:00:54, time: 0.566, data_time: 0.001, memory: 5237, top1_acc: 0.2109, top5_acc: 0.4469, loss_cls: 3.7817, loss: 3.7817, grad_norm: 1.9237 2020-07-24 14:36:35,060 - mmaction - INFO - Epoch [29][3360/3757] lr: 9.415e-02, eta: 4 days, 14:00:27, time: 0.574, data_time: 0.002, memory: 5237, top1_acc: 0.1914, top5_acc: 0.4211, loss_cls: 3.9004, loss: 3.9004, grad_norm: 1.9845 2020-07-24 14:36:46,475 - mmaction - INFO - Epoch [29][3380/3757] lr: 9.415e-02, eta: 4 days, 14:00:00, time: 0.570, data_time: 0.000, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4328, loss_cls: 3.8005, loss: 3.8005, grad_norm: 1.9502 2020-07-24 14:36:57,861 - mmaction - INFO - Epoch [29][3400/3757] lr: 9.415e-02, eta: 4 days, 13:59:32, time: 0.569, data_time: 0.001, memory: 5237, top1_acc: 0.1891, top5_acc: 0.4367, loss_cls: 3.8525, loss: 3.8525, grad_norm: 1.9920 2020-07-24 14:37:09,150 - mmaction - INFO - Epoch [29][3420/3757] lr: 9.415e-02, eta: 4 days, 13:59:04, time: 0.565, data_time: 0.001, memory: 5237, top1_acc: 0.1938, top5_acc: 0.4102, loss_cls: 3.9107, loss: 3.9107, grad_norm: 1.9822 2020-07-24 14:37:20,572 - mmaction - INFO - Epoch [29][3440/3757] lr: 9.415e-02, eta: 4 days, 13:58:37, time: 0.571, data_time: 0.003, memory: 5237, top1_acc: 0.1922, top5_acc: 0.4227, loss_cls: 3.8821, loss: 3.8821, grad_norm: 1.9405 2020-07-24 14:37:32,133 - mmaction - INFO - Epoch [29][3460/3757] lr: 9.415e-02, eta: 4 days, 13:58:11, time: 0.577, data_time: 0.003, memory: 5237, top1_acc: 0.1875, top5_acc: 0.4289, loss_cls: 3.8163, loss: 3.8163, grad_norm: 1.9858 2020-07-24 14:37:43,494 - mmaction - INFO - Epoch [29][3480/3757] lr: 9.415e-02, eta: 4 days, 13:57:43, time: 0.569, data_time: 0.001, memory: 5237, top1_acc: 0.2008, top5_acc: 0.4227, loss_cls: 3.8589, loss: 3.8589, grad_norm: 1.9662 2020-07-24 14:37:54,920 - mmaction - INFO - Epoch [29][3500/3757] lr: 9.415e-02, eta: 4 days, 13:57:16, time: 0.571, data_time: 0.001, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4156, loss_cls: 3.8999, loss: 3.8999, grad_norm: 2.0081 2020-07-24 14:38:06,422 - mmaction - INFO - Epoch [29][3520/3757] lr: 9.415e-02, eta: 4 days, 13:56:50, time: 0.575, data_time: 0.001, memory: 5237, top1_acc: 0.2008, top5_acc: 0.4555, loss_cls: 3.7635, loss: 3.7635, grad_norm: 1.9681 2020-07-24 14:38:17,776 - mmaction - INFO - Epoch [29][3540/3757] lr: 9.415e-02, eta: 4 days, 13:56:22, time: 0.568, data_time: 0.001, memory: 5237, top1_acc: 0.2078, top5_acc: 0.4281, loss_cls: 3.8662, loss: 3.8662, grad_norm: 2.0026 2020-07-24 14:38:29,241 - mmaction - INFO - Epoch [29][3560/3757] lr: 9.415e-02, eta: 4 days, 13:55:55, time: 0.574, data_time: 0.001, memory: 5237, top1_acc: 0.2086, top5_acc: 0.4141, loss_cls: 3.8524, loss: 3.8524, grad_norm: 1.9770 2020-07-24 14:38:40,643 - mmaction - INFO - Epoch [29][3580/3757] lr: 9.415e-02, eta: 4 days, 13:55:28, time: 0.569, data_time: 0.001, memory: 5237, top1_acc: 0.2141, top5_acc: 0.4570, loss_cls: 3.7567, loss: 3.7567, grad_norm: 1.9720 2020-07-24 14:38:51,997 - mmaction - INFO - Epoch [29][3600/3757] lr: 9.415e-02, eta: 4 days, 13:55:00, time: 0.568, data_time: 0.001, memory: 5237, top1_acc: 0.2195, top5_acc: 0.4578, loss_cls: 3.7729, loss: 3.7729, grad_norm: 1.9670 2020-07-24 14:39:03,345 - mmaction - INFO - Epoch [29][3620/3757] lr: 9.415e-02, eta: 4 days, 13:54:33, time: 0.568, data_time: 0.001, memory: 5237, top1_acc: 0.1883, top5_acc: 0.4055, loss_cls: 3.9666, loss: 3.9666, grad_norm: 1.9643 2020-07-24 14:39:14,706 - mmaction - INFO - Epoch [29][3640/3757] lr: 9.415e-02, eta: 4 days, 13:54:06, time: 0.568, data_time: 0.001, memory: 5237, top1_acc: 0.1961, top5_acc: 0.4281, loss_cls: 3.8534, loss: 3.8534, grad_norm: 1.9491 2020-07-24 14:39:26,269 - mmaction - INFO - Epoch [29][3660/3757] lr: 9.415e-02, eta: 4 days, 13:53:39, time: 0.578, data_time: 0.001, memory: 5237, top1_acc: 0.2016, top5_acc: 0.4414, loss_cls: 3.8537, loss: 3.8537, grad_norm: 1.9627 2020-07-24 14:39:37,607 - mmaction - INFO - Epoch [29][3680/3757] lr: 9.415e-02, eta: 4 days, 13:53:12, time: 0.566, data_time: 0.001, memory: 5237, top1_acc: 0.1828, top5_acc: 0.4422, loss_cls: 3.8396, loss: 3.8396, grad_norm: 1.9801 2020-07-24 14:39:49,079 - mmaction - INFO - Epoch [29][3700/3757] lr: 9.415e-02, eta: 4 days, 13:52:45, time: 0.574, data_time: 0.002, memory: 5237, top1_acc: 0.2023, top5_acc: 0.4453, loss_cls: 3.7797, loss: 3.7797, grad_norm: 1.9629 2020-07-24 14:40:00,625 - mmaction - INFO - Epoch [29][3720/3757] lr: 9.415e-02, eta: 4 days, 13:52:18, time: 0.577, data_time: 0.003, memory: 5237, top1_acc: 0.1844, top5_acc: 0.4133, loss_cls: 3.8964, loss: 3.8964, grad_norm: 1.9306 2020-07-24 14:40:11,937 - mmaction - INFO - Epoch [29][3740/3757] lr: 9.415e-02, eta: 4 days, 13:51:51, time: 0.566, data_time: 0.001, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4219, loss_cls: 3.8297, loss: 3.8297, grad_norm: 1.8799 2020-07-24 14:43:16,904 - mmaction - INFO - Epoch [30][20/3757] lr: 9.373e-02, eta: 4 days, 14:03:56, time: 8.504, data_time: 7.817, memory: 5237, top1_acc: 0.2008, top5_acc: 0.4437, loss_cls: 3.7866, loss: 3.7866, grad_norm: 1.9267 2020-07-24 14:43:28,206 - mmaction - INFO - Epoch [30][40/3757] lr: 9.373e-02, eta: 4 days, 14:03:28, time: 0.565, data_time: 0.002, memory: 5237, top1_acc: 0.2039, top5_acc: 0.4367, loss_cls: 3.8369, loss: 3.8369, grad_norm: 1.9586 2020-07-24 14:43:39,539 - mmaction - INFO - Epoch [30][60/3757] lr: 9.373e-02, eta: 4 days, 14:03:01, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.2016, top5_acc: 0.4352, loss_cls: 3.8425, loss: 3.8425, grad_norm: 1.9664 2020-07-24 14:43:50,890 - mmaction - INFO - Epoch [30][80/3757] lr: 9.373e-02, eta: 4 days, 14:02:33, time: 0.568, data_time: 0.001, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4250, loss_cls: 3.8462, loss: 3.8462, grad_norm: 1.9456 2020-07-24 14:44:02,287 - mmaction - INFO - Epoch [30][100/3757] lr: 9.373e-02, eta: 4 days, 14:02:06, time: 0.570, data_time: 0.001, memory: 5237, top1_acc: 0.2055, top5_acc: 0.4344, loss_cls: 3.7615, loss: 3.7615, grad_norm: 1.9015 2020-07-24 14:44:13,630 - mmaction - INFO - Epoch [30][120/3757] lr: 9.373e-02, eta: 4 days, 14:01:38, time: 0.567, data_time: 0.001, memory: 5237, top1_acc: 0.2109, top5_acc: 0.4461, loss_cls: 3.7578, loss: 3.7578, grad_norm: 2.0360 2020-07-24 14:44:24,993 - mmaction - INFO - Epoch [30][140/3757] lr: 9.373e-02, eta: 4 days, 14:01:10, time: 0.568, data_time: 0.001, memory: 5237, top1_acc: 0.2078, top5_acc: 0.4211, loss_cls: 3.8460, loss: 3.8460, grad_norm: 2.0263 2020-07-24 14:44:36,339 - mmaction - INFO - Epoch [30][160/3757] lr: 9.373e-02, eta: 4 days, 14:00:43, time: 0.567, data_time: 0.001, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4281, loss_cls: 3.8231, loss: 3.8231, grad_norm: 1.9773 2020-07-24 14:44:47,653 - mmaction - INFO - Epoch [30][180/3757] lr: 9.373e-02, eta: 4 days, 14:00:15, time: 0.566, data_time: 0.001, memory: 5237, top1_acc: 0.2062, top5_acc: 0.4148, loss_cls: 3.8889, loss: 3.8889, grad_norm: 1.9767 2020-07-24 14:44:59,008 - mmaction - INFO - Epoch [30][200/3757] lr: 9.373e-02, eta: 4 days, 13:59:48, time: 0.568, data_time: 0.001, memory: 5237, top1_acc: 0.1953, top5_acc: 0.4211, loss_cls: 3.8861, loss: 3.8861, grad_norm: 1.9585 2020-07-24 14:45:10,465 - mmaction - INFO - Epoch [30][220/3757] lr: 9.373e-02, eta: 4 days, 13:59:21, time: 0.573, data_time: 0.001, memory: 5237, top1_acc: 0.2133, top5_acc: 0.4375, loss_cls: 3.7812, loss: 3.7812, grad_norm: 1.9263 2020-07-24 14:45:21,754 - mmaction - INFO - Epoch [30][240/3757] lr: 9.373e-02, eta: 4 days, 13:58:53, time: 0.563, data_time: 0.001, memory: 5237, top1_acc: 0.1992, top5_acc: 0.4328, loss_cls: 3.7551, loss: 3.7551, grad_norm: 2.0123 2020-07-24 14:45:33,090 - mmaction - INFO - Epoch [30][260/3757] lr: 9.373e-02, eta: 4 days, 13:58:25, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.2055, top5_acc: 0.4172, loss_cls: 3.9060, loss: 3.9060, grad_norm: 1.9915 2020-07-24 14:45:44,498 - mmaction - INFO - Epoch [30][280/3757] lr: 9.373e-02, eta: 4 days, 13:57:58, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.1953, top5_acc: 0.4211, loss_cls: 3.8231, loss: 3.8231, grad_norm: 1.9190 2020-07-24 14:45:55,811 - mmaction - INFO - Epoch [30][300/3757] lr: 9.373e-02, eta: 4 days, 13:57:30, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.1984, top5_acc: 0.4539, loss_cls: 3.7216, loss: 3.7216, grad_norm: 2.0303 2020-07-24 14:46:07,226 - mmaction - INFO - Epoch [30][320/3757] lr: 9.373e-02, eta: 4 days, 13:57:03, time: 0.571, data_time: 0.003, memory: 5237, top1_acc: 0.1852, top5_acc: 0.3969, loss_cls: 3.9294, loss: 3.9294, grad_norm: 2.0243 2020-07-24 14:46:18,581 - mmaction - INFO - Epoch [30][340/3757] lr: 9.373e-02, eta: 4 days, 13:56:36, time: 0.567, data_time: 0.002, memory: 5237, top1_acc: 0.1984, top5_acc: 0.4242, loss_cls: 3.8200, loss: 3.8200, grad_norm: 1.9195 2020-07-24 14:46:29,958 - mmaction - INFO - Epoch [30][360/3757] lr: 9.373e-02, eta: 4 days, 13:56:08, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.1875, top5_acc: 0.4250, loss_cls: 3.8133, loss: 3.8133, grad_norm: 1.9232 2020-07-24 14:46:41,348 - mmaction - INFO - Epoch [30][380/3757] lr: 9.373e-02, eta: 4 days, 13:55:41, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.1922, top5_acc: 0.4180, loss_cls: 3.8359, loss: 3.8359, grad_norm: 1.9333 2020-07-24 14:46:52,696 - mmaction - INFO - Epoch [30][400/3757] lr: 9.373e-02, eta: 4 days, 13:55:13, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.1789, top5_acc: 0.4305, loss_cls: 3.8763, loss: 3.8763, grad_norm: 1.9752 2020-07-24 14:47:03,993 - mmaction - INFO - Epoch [30][420/3757] lr: 9.373e-02, eta: 4 days, 13:54:46, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4148, loss_cls: 3.8744, loss: 3.8744, grad_norm: 1.9796 2020-07-24 14:47:15,285 - mmaction - INFO - Epoch [30][440/3757] lr: 9.373e-02, eta: 4 days, 13:54:18, time: 0.564, data_time: 0.002, memory: 5237, top1_acc: 0.2016, top5_acc: 0.4250, loss_cls: 3.8602, loss: 3.8602, grad_norm: 1.9803 2020-07-24 14:47:26,573 - mmaction - INFO - Epoch [30][460/3757] lr: 9.373e-02, eta: 4 days, 13:53:50, time: 0.564, data_time: 0.002, memory: 5237, top1_acc: 0.2000, top5_acc: 0.4508, loss_cls: 3.7559, loss: 3.7559, grad_norm: 1.9420 2020-07-24 14:47:37,890 - mmaction - INFO - Epoch [30][480/3757] lr: 9.373e-02, eta: 4 days, 13:53:22, time: 0.566, data_time: 0.004, memory: 5237, top1_acc: 0.2000, top5_acc: 0.4398, loss_cls: 3.8428, loss: 3.8428, grad_norm: 2.0385 2020-07-24 14:47:49,260 - mmaction - INFO - Epoch [30][500/3757] lr: 9.373e-02, eta: 4 days, 13:52:55, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.1875, top5_acc: 0.4203, loss_cls: 3.8440, loss: 3.8440, grad_norm: 1.9748 2020-07-24 14:48:00,541 - mmaction - INFO - Epoch [30][520/3757] lr: 9.373e-02, eta: 4 days, 13:52:27, time: 0.564, data_time: 0.003, memory: 5237, top1_acc: 0.2047, top5_acc: 0.4297, loss_cls: 3.7880, loss: 3.7880, grad_norm: 2.0331 2020-07-24 14:48:11,831 - mmaction - INFO - Epoch [30][540/3757] lr: 9.373e-02, eta: 4 days, 13:51:59, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.1922, top5_acc: 0.4305, loss_cls: 3.8323, loss: 3.8323, grad_norm: 1.9811 2020-07-24 14:48:23,271 - mmaction - INFO - Epoch [30][560/3757] lr: 9.373e-02, eta: 4 days, 13:51:32, time: 0.572, data_time: 0.004, memory: 5237, top1_acc: 0.2016, top5_acc: 0.4320, loss_cls: 3.8088, loss: 3.8088, grad_norm: 2.0151 2020-07-24 14:48:34,613 - mmaction - INFO - Epoch [30][580/3757] lr: 9.373e-02, eta: 4 days, 13:51:05, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.2109, top5_acc: 0.4227, loss_cls: 3.8691, loss: 3.8691, grad_norm: 1.9804 2020-07-24 14:48:45,992 - mmaction - INFO - Epoch [30][600/3757] lr: 9.373e-02, eta: 4 days, 13:50:38, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.2094, top5_acc: 0.4383, loss_cls: 3.7849, loss: 3.7849, grad_norm: 1.9483 2020-07-24 14:48:57,393 - mmaction - INFO - Epoch [30][620/3757] lr: 9.373e-02, eta: 4 days, 13:50:10, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.1984, top5_acc: 0.4430, loss_cls: 3.8169, loss: 3.8169, grad_norm: 2.0029 2020-07-24 14:49:08,685 - mmaction - INFO - Epoch [30][640/3757] lr: 9.373e-02, eta: 4 days, 13:49:43, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.2023, top5_acc: 0.4258, loss_cls: 3.9142, loss: 3.9142, grad_norm: 1.9880 2020-07-24 14:49:20,052 - mmaction - INFO - Epoch [30][660/3757] lr: 9.373e-02, eta: 4 days, 13:49:15, time: 0.568, data_time: 0.002, memory: 5237, top1_acc: 0.1914, top5_acc: 0.4516, loss_cls: 3.8140, loss: 3.8140, grad_norm: 1.9351 2020-07-24 14:49:31,569 - mmaction - INFO - Epoch [30][680/3757] lr: 9.373e-02, eta: 4 days, 13:48:49, time: 0.576, data_time: 0.003, memory: 5237, top1_acc: 0.2055, top5_acc: 0.4336, loss_cls: 3.8345, loss: 3.8345, grad_norm: 1.9850 2020-07-24 14:49:42,914 - mmaction - INFO - Epoch [30][700/3757] lr: 9.373e-02, eta: 4 days, 13:48:21, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.2125, top5_acc: 0.4352, loss_cls: 3.7932, loss: 3.7932, grad_norm: 2.0391 2020-07-24 14:49:54,247 - mmaction - INFO - Epoch [30][720/3757] lr: 9.373e-02, eta: 4 days, 13:47:54, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.1922, top5_acc: 0.4156, loss_cls: 3.8825, loss: 3.8825, grad_norm: 2.0096 2020-07-24 14:50:05,661 - mmaction - INFO - Epoch [30][740/3757] lr: 9.373e-02, eta: 4 days, 13:47:27, time: 0.571, data_time: 0.003, memory: 5237, top1_acc: 0.2000, top5_acc: 0.4227, loss_cls: 3.8964, loss: 3.8964, grad_norm: 1.9085 2020-07-24 14:50:16,995 - mmaction - INFO - Epoch [30][760/3757] lr: 9.373e-02, eta: 4 days, 13:46:59, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.2117, top5_acc: 0.4250, loss_cls: 3.9000, loss: 3.9000, grad_norm: 1.9777 2020-07-24 14:50:28,348 - mmaction - INFO - Epoch [30][780/3757] lr: 9.373e-02, eta: 4 days, 13:46:32, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.1906, top5_acc: 0.4508, loss_cls: 3.7866, loss: 3.7866, grad_norm: 2.0124 2020-07-24 14:50:39,777 - mmaction - INFO - Epoch [30][800/3757] lr: 9.373e-02, eta: 4 days, 13:46:05, time: 0.571, data_time: 0.003, memory: 5237, top1_acc: 0.2008, top5_acc: 0.4195, loss_cls: 3.8848, loss: 3.8848, grad_norm: 2.0027 2020-07-24 14:50:51,128 - mmaction - INFO - Epoch [30][820/3757] lr: 9.373e-02, eta: 4 days, 13:45:38, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.2125, top5_acc: 0.4437, loss_cls: 3.7618, loss: 3.7618, grad_norm: 1.9466 2020-07-24 14:51:02,589 - mmaction - INFO - Epoch [30][840/3757] lr: 9.373e-02, eta: 4 days, 13:45:11, time: 0.573, data_time: 0.003, memory: 5237, top1_acc: 0.2148, top5_acc: 0.4547, loss_cls: 3.7883, loss: 3.7883, grad_norm: 1.9841 2020-07-24 14:51:13,975 - mmaction - INFO - Epoch [30][860/3757] lr: 9.373e-02, eta: 4 days, 13:44:44, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.2156, top5_acc: 0.4437, loss_cls: 3.7592, loss: 3.7592, grad_norm: 1.9720 2020-07-24 14:51:25,334 - mmaction - INFO - Epoch [30][880/3757] lr: 9.373e-02, eta: 4 days, 13:44:16, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.2062, top5_acc: 0.4203, loss_cls: 3.8990, loss: 3.8990, grad_norm: 2.0414 2020-07-24 14:51:36,681 - mmaction - INFO - Epoch [30][900/3757] lr: 9.373e-02, eta: 4 days, 13:43:49, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.1984, top5_acc: 0.4258, loss_cls: 3.8502, loss: 3.8502, grad_norm: 1.9777 2020-07-24 14:51:48,154 - mmaction - INFO - Epoch [30][920/3757] lr: 9.373e-02, eta: 4 days, 13:43:22, time: 0.574, data_time: 0.003, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4305, loss_cls: 3.8376, loss: 3.8376, grad_norm: 1.9875 2020-07-24 14:51:59,522 - mmaction - INFO - Epoch [30][940/3757] lr: 9.373e-02, eta: 4 days, 13:42:55, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.2234, top5_acc: 0.4484, loss_cls: 3.7868, loss: 3.7868, grad_norm: 1.9998 2020-07-24 14:52:10,865 - mmaction - INFO - Epoch [30][960/3757] lr: 9.373e-02, eta: 4 days, 13:42:28, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.2031, top5_acc: 0.4320, loss_cls: 3.7772, loss: 3.7772, grad_norm: 1.9443 2020-07-24 14:52:22,269 - mmaction - INFO - Epoch [30][980/3757] lr: 9.373e-02, eta: 4 days, 13:42:01, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4094, loss_cls: 3.8893, loss: 3.8893, grad_norm: 1.9749 2020-07-24 14:52:33,706 - mmaction - INFO - Epoch [30][1000/3757] lr: 9.373e-02, eta: 4 days, 13:41:34, time: 0.572, data_time: 0.003, memory: 5237, top1_acc: 0.1977, top5_acc: 0.4313, loss_cls: 3.8155, loss: 3.8155, grad_norm: 1.9925 2020-07-24 14:52:45,106 - mmaction - INFO - Epoch [30][1020/3757] lr: 9.373e-02, eta: 4 days, 13:41:07, time: 0.570, data_time: 0.002, memory: 5237, top1_acc: 0.2039, top5_acc: 0.4141, loss_cls: 3.8610, loss: 3.8610, grad_norm: 1.9727 2020-07-24 14:52:56,507 - mmaction - INFO - Epoch [30][1040/3757] lr: 9.373e-02, eta: 4 days, 13:40:40, time: 0.569, data_time: 0.004, memory: 5237, top1_acc: 0.2156, top5_acc: 0.4484, loss_cls: 3.7659, loss: 3.7659, grad_norm: 1.9377 2020-07-24 14:53:07,921 - mmaction - INFO - Epoch [30][1060/3757] lr: 9.373e-02, eta: 4 days, 13:40:13, time: 0.571, data_time: 0.004, memory: 5237, top1_acc: 0.2023, top5_acc: 0.4508, loss_cls: 3.7064, loss: 3.7064, grad_norm: 1.9787 2020-07-24 14:53:19,247 - mmaction - INFO - Epoch [30][1080/3757] lr: 9.373e-02, eta: 4 days, 13:39:45, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4398, loss_cls: 3.8347, loss: 3.8347, grad_norm: 2.0329 2020-07-24 14:53:30,570 - mmaction - INFO - Epoch [30][1100/3757] lr: 9.373e-02, eta: 4 days, 13:39:18, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.2109, top5_acc: 0.4539, loss_cls: 3.7552, loss: 3.7552, grad_norm: 2.0392 2020-07-24 14:53:42,003 - mmaction - INFO - Epoch [30][1120/3757] lr: 9.373e-02, eta: 4 days, 13:38:51, time: 0.572, data_time: 0.003, memory: 5237, top1_acc: 0.2039, top5_acc: 0.4102, loss_cls: 3.8174, loss: 3.8174, grad_norm: 1.9789 2020-07-24 14:53:53,293 - mmaction - INFO - Epoch [30][1140/3757] lr: 9.373e-02, eta: 4 days, 13:38:23, time: 0.564, data_time: 0.002, memory: 5237, top1_acc: 0.1797, top5_acc: 0.4070, loss_cls: 3.9263, loss: 3.9263, grad_norm: 2.0199 2020-07-24 14:54:04,638 - mmaction - INFO - Epoch [30][1160/3757] lr: 9.373e-02, eta: 4 days, 13:37:56, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.1898, top5_acc: 0.4133, loss_cls: 3.9299, loss: 3.9299, grad_norm: 1.9359 2020-07-24 14:54:16,015 - mmaction - INFO - Epoch [30][1180/3757] lr: 9.373e-02, eta: 4 days, 13:37:29, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.2234, top5_acc: 0.4516, loss_cls: 3.7110, loss: 3.7110, grad_norm: 1.9342 2020-07-24 14:54:27,410 - mmaction - INFO - Epoch [30][1200/3757] lr: 9.373e-02, eta: 4 days, 13:37:02, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.2172, top5_acc: 0.4375, loss_cls: 3.8001, loss: 3.8001, grad_norm: 2.0441 2020-07-24 14:54:38,715 - mmaction - INFO - Epoch [30][1220/3757] lr: 9.373e-02, eta: 4 days, 13:36:34, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.1891, top5_acc: 0.4266, loss_cls: 3.8609, loss: 3.8609, grad_norm: 2.0121 2020-07-24 14:54:50,156 - mmaction - INFO - Epoch [30][1240/3757] lr: 9.373e-02, eta: 4 days, 13:36:08, time: 0.572, data_time: 0.002, memory: 5237, top1_acc: 0.1812, top5_acc: 0.4266, loss_cls: 3.8739, loss: 3.8739, grad_norm: 1.9387 2020-07-24 14:55:01,604 - mmaction - INFO - Epoch [30][1260/3757] lr: 9.373e-02, eta: 4 days, 13:35:41, time: 0.572, data_time: 0.003, memory: 5237, top1_acc: 0.2078, top5_acc: 0.4281, loss_cls: 3.8478, loss: 3.8478, grad_norm: 1.9696 2020-07-24 14:55:12,896 - mmaction - INFO - Epoch [30][1280/3757] lr: 9.373e-02, eta: 4 days, 13:35:13, time: 0.565, data_time: 0.001, memory: 5237, top1_acc: 0.2188, top5_acc: 0.4391, loss_cls: 3.7839, loss: 3.7839, grad_norm: 1.9707 2020-07-24 14:55:24,310 - mmaction - INFO - Epoch [30][1300/3757] lr: 9.373e-02, eta: 4 days, 13:34:46, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.1859, top5_acc: 0.4109, loss_cls: 3.9546, loss: 3.9546, grad_norm: 2.0286 2020-07-24 14:55:35,699 - mmaction - INFO - Epoch [30][1320/3757] lr: 9.373e-02, eta: 4 days, 13:34:19, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.1898, top5_acc: 0.4180, loss_cls: 3.9187, loss: 3.9187, grad_norm: 1.9934 2020-07-24 14:55:47,091 - mmaction - INFO - Epoch [30][1340/3757] lr: 9.373e-02, eta: 4 days, 13:33:52, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.1766, top5_acc: 0.4313, loss_cls: 3.8828, loss: 3.8828, grad_norm: 1.9721 2020-07-24 14:55:58,468 - mmaction - INFO - Epoch [30][1360/3757] lr: 9.373e-02, eta: 4 days, 13:33:25, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.2172, top5_acc: 0.4602, loss_cls: 3.7404, loss: 3.7404, grad_norm: 1.9456 2020-07-24 14:56:09,840 - mmaction - INFO - Epoch [30][1380/3757] lr: 9.373e-02, eta: 4 days, 13:32:58, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.1961, top5_acc: 0.4391, loss_cls: 3.8065, loss: 3.8065, grad_norm: 1.9907 2020-07-24 14:56:21,145 - mmaction - INFO - Epoch [30][1400/3757] lr: 9.373e-02, eta: 4 days, 13:32:31, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.1664, top5_acc: 0.3969, loss_cls: 4.0076, loss: 4.0076, grad_norm: 1.9964 2020-07-24 14:56:32,533 - mmaction - INFO - Epoch [30][1420/3757] lr: 9.373e-02, eta: 4 days, 13:32:04, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4227, loss_cls: 3.8293, loss: 3.8293, grad_norm: 1.9340 2020-07-24 14:56:43,903 - mmaction - INFO - Epoch [30][1440/3757] lr: 9.373e-02, eta: 4 days, 13:31:37, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.2141, top5_acc: 0.4344, loss_cls: 3.8306, loss: 3.8306, grad_norm: 1.9769 2020-07-24 14:56:55,338 - mmaction - INFO - Epoch [30][1460/3757] lr: 9.373e-02, eta: 4 days, 13:31:10, time: 0.572, data_time: 0.003, memory: 5237, top1_acc: 0.2023, top5_acc: 0.4406, loss_cls: 3.8164, loss: 3.8164, grad_norm: 1.9923 2020-07-24 14:57:06,705 - mmaction - INFO - Epoch [30][1480/3757] lr: 9.373e-02, eta: 4 days, 13:30:43, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.2070, top5_acc: 0.4313, loss_cls: 3.8316, loss: 3.8316, grad_norm: 1.9984 2020-07-24 14:57:18,095 - mmaction - INFO - Epoch [30][1500/3757] lr: 9.373e-02, eta: 4 days, 13:30:16, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.2234, top5_acc: 0.4367, loss_cls: 3.8263, loss: 3.8263, grad_norm: 1.9449 2020-07-24 14:57:29,511 - mmaction - INFO - Epoch [30][1520/3757] lr: 9.373e-02, eta: 4 days, 13:29:49, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.2094, top5_acc: 0.4203, loss_cls: 3.8306, loss: 3.8306, grad_norm: 2.0081 2020-07-24 14:57:40,869 - mmaction - INFO - Epoch [30][1540/3757] lr: 9.373e-02, eta: 4 days, 13:29:22, time: 0.568, data_time: 0.002, memory: 5237, top1_acc: 0.1992, top5_acc: 0.4297, loss_cls: 3.8771, loss: 3.8771, grad_norm: 1.9915 2020-07-24 14:57:52,277 - mmaction - INFO - Epoch [30][1560/3757] lr: 9.373e-02, eta: 4 days, 13:28:55, time: 0.571, data_time: 0.002, memory: 5237, top1_acc: 0.1992, top5_acc: 0.4352, loss_cls: 3.8160, loss: 3.8160, grad_norm: 1.9444 2020-07-24 14:58:03,695 - mmaction - INFO - Epoch [30][1580/3757] lr: 9.373e-02, eta: 4 days, 13:28:28, time: 0.571, data_time: 0.003, memory: 5237, top1_acc: 0.2070, top5_acc: 0.4242, loss_cls: 3.8045, loss: 3.8045, grad_norm: 2.0350 2020-07-24 14:58:15,009 - mmaction - INFO - Epoch [30][1600/3757] lr: 9.373e-02, eta: 4 days, 13:28:01, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.2117, top5_acc: 0.4523, loss_cls: 3.7376, loss: 3.7376, grad_norm: 2.0138 2020-07-24 14:58:26,382 - mmaction - INFO - Epoch [30][1620/3757] lr: 9.373e-02, eta: 4 days, 13:27:34, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4250, loss_cls: 3.8282, loss: 3.8282, grad_norm: 1.9805 2020-07-24 14:58:37,855 - mmaction - INFO - Epoch [30][1640/3757] lr: 9.373e-02, eta: 4 days, 13:27:07, time: 0.573, data_time: 0.003, memory: 5237, top1_acc: 0.1883, top5_acc: 0.4258, loss_cls: 3.8845, loss: 3.8845, grad_norm: 1.9711 2020-07-24 14:58:49,183 - mmaction - INFO - Epoch [30][1660/3757] lr: 9.373e-02, eta: 4 days, 13:26:40, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.1992, top5_acc: 0.4156, loss_cls: 3.8387, loss: 3.8387, grad_norm: 1.9261 2020-07-24 14:59:00,525 - mmaction - INFO - Epoch [30][1680/3757] lr: 9.373e-02, eta: 4 days, 13:26:13, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.2180, top5_acc: 0.4398, loss_cls: 3.7989, loss: 3.7989, grad_norm: 1.9435 2020-07-24 14:59:11,869 - mmaction - INFO - Epoch [30][1700/3757] lr: 9.373e-02, eta: 4 days, 13:25:46, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.1805, top5_acc: 0.4141, loss_cls: 3.9202, loss: 3.9202, grad_norm: 2.0365 2020-07-24 14:59:23,220 - mmaction - INFO - Epoch [30][1720/3757] lr: 9.373e-02, eta: 4 days, 13:25:19, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.2180, top5_acc: 0.4437, loss_cls: 3.7741, loss: 3.7741, grad_norm: 1.9081 2020-07-24 14:59:34,584 - mmaction - INFO - Epoch [30][1740/3757] lr: 9.373e-02, eta: 4 days, 13:24:52, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.2211, top5_acc: 0.4352, loss_cls: 3.7948, loss: 3.7948, grad_norm: 1.9837 2020-07-24 14:59:45,918 - mmaction - INFO - Epoch [30][1760/3757] lr: 9.373e-02, eta: 4 days, 13:24:25, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.2336, top5_acc: 0.4750, loss_cls: 3.6775, loss: 3.6775, grad_norm: 1.9587 2020-07-24 14:59:57,298 - mmaction - INFO - Epoch [30][1780/3757] lr: 9.373e-02, eta: 4 days, 13:23:57, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.2070, top5_acc: 0.4383, loss_cls: 3.8502, loss: 3.8502, grad_norm: 2.0191 2020-07-24 15:00:13,617 - mmaction - INFO - Epoch [30][1800/3757] lr: 9.373e-02, eta: 4 days, 13:23:56, time: 0.814, data_time: 0.005, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4164, loss_cls: 3.8664, loss: 3.8664, grad_norm: 1.9430 2020-07-24 15:00:25,057 - mmaction - INFO - Epoch [30][1820/3757] lr: 9.373e-02, eta: 4 days, 13:23:29, time: 0.574, data_time: 0.006, memory: 5237, top1_acc: 0.2062, top5_acc: 0.4313, loss_cls: 3.8835, loss: 3.8835, grad_norm: 1.9416 2020-07-24 15:00:36,531 - mmaction - INFO - Epoch [30][1840/3757] lr: 9.373e-02, eta: 4 days, 13:23:03, time: 0.574, data_time: 0.003, memory: 5237, top1_acc: 0.1805, top5_acc: 0.4313, loss_cls: 3.8582, loss: 3.8582, grad_norm: 1.9336 2020-07-24 15:00:47,972 - mmaction - INFO - Epoch [30][1860/3757] lr: 9.373e-02, eta: 4 days, 13:22:36, time: 0.572, data_time: 0.003, memory: 5237, top1_acc: 0.2117, top5_acc: 0.4508, loss_cls: 3.7121, loss: 3.7121, grad_norm: 1.9525 2020-07-24 15:00:59,364 - mmaction - INFO - Epoch [30][1880/3757] lr: 9.373e-02, eta: 4 days, 13:22:09, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.2141, top5_acc: 0.4258, loss_cls: 3.7979, loss: 3.7979, grad_norm: 2.0082 2020-07-24 15:01:10,806 - mmaction - INFO - Epoch [30][1900/3757] lr: 9.373e-02, eta: 4 days, 13:21:43, time: 0.572, data_time: 0.002, memory: 5237, top1_acc: 0.2086, top5_acc: 0.4430, loss_cls: 3.7940, loss: 3.7940, grad_norm: 1.9776 2020-07-24 15:01:22,181 - mmaction - INFO - Epoch [30][1920/3757] lr: 9.373e-02, eta: 4 days, 13:21:16, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.1828, top5_acc: 0.4219, loss_cls: 3.9663, loss: 3.9663, grad_norm: 2.0031 2020-07-24 15:01:33,645 - mmaction - INFO - Epoch [30][1940/3757] lr: 9.373e-02, eta: 4 days, 13:20:49, time: 0.573, data_time: 0.003, memory: 5237, top1_acc: 0.2047, top5_acc: 0.4297, loss_cls: 3.8804, loss: 3.8804, grad_norm: 1.9580 2020-07-24 15:01:45,064 - mmaction - INFO - Epoch [30][1960/3757] lr: 9.373e-02, eta: 4 days, 13:20:23, time: 0.571, data_time: 0.003, memory: 5237, top1_acc: 0.1781, top5_acc: 0.4117, loss_cls: 3.8644, loss: 3.8644, grad_norm: 1.9259 2020-07-24 15:01:56,420 - mmaction - INFO - Epoch [30][1980/3757] lr: 9.373e-02, eta: 4 days, 13:19:56, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.1859, top5_acc: 0.4133, loss_cls: 3.8873, loss: 3.8873, grad_norm: 1.9260 2020-07-24 15:02:07,763 - mmaction - INFO - Epoch [30][2000/3757] lr: 9.373e-02, eta: 4 days, 13:19:28, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.2109, top5_acc: 0.4313, loss_cls: 3.7901, loss: 3.7901, grad_norm: 2.0063 2020-07-24 15:02:19,207 - mmaction - INFO - Epoch [30][2020/3757] lr: 9.373e-02, eta: 4 days, 13:19:02, time: 0.572, data_time: 0.003, memory: 5237, top1_acc: 0.1938, top5_acc: 0.4070, loss_cls: 3.9019, loss: 3.9019, grad_norm: 2.0166 2020-07-24 15:02:30,547 - mmaction - INFO - Epoch [30][2040/3757] lr: 9.373e-02, eta: 4 days, 13:18:35, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.2062, top5_acc: 0.4352, loss_cls: 3.8016, loss: 3.8016, grad_norm: 2.0081 2020-07-24 15:02:41,989 - mmaction - INFO - Epoch [30][2060/3757] lr: 9.373e-02, eta: 4 days, 13:18:08, time: 0.572, data_time: 0.003, memory: 5237, top1_acc: 0.1938, top5_acc: 0.4313, loss_cls: 3.9021, loss: 3.9021, grad_norm: 2.0126 2020-07-24 15:02:53,416 - mmaction - INFO - Epoch [30][2080/3757] lr: 9.373e-02, eta: 4 days, 13:17:42, time: 0.572, data_time: 0.004, memory: 5237, top1_acc: 0.1938, top5_acc: 0.4070, loss_cls: 3.9558, loss: 3.9558, grad_norm: 1.9996 2020-07-24 15:03:04,745 - mmaction - INFO - Epoch [30][2100/3757] lr: 9.373e-02, eta: 4 days, 13:17:15, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.2023, top5_acc: 0.4430, loss_cls: 3.8191, loss: 3.8191, grad_norm: 1.9133 2020-07-24 15:03:16,139 - mmaction - INFO - Epoch [30][2120/3757] lr: 9.373e-02, eta: 4 days, 13:16:48, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.2234, top5_acc: 0.4500, loss_cls: 3.7620, loss: 3.7620, grad_norm: 1.9657 2020-07-24 15:03:27,422 - mmaction - INFO - Epoch [30][2140/3757] lr: 9.373e-02, eta: 4 days, 13:16:20, time: 0.564, data_time: 0.003, memory: 5237, top1_acc: 0.2117, top5_acc: 0.4289, loss_cls: 3.8401, loss: 3.8401, grad_norm: 2.0377 2020-07-24 15:03:38,727 - mmaction - INFO - Epoch [30][2160/3757] lr: 9.373e-02, eta: 4 days, 13:15:53, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.1836, top5_acc: 0.4211, loss_cls: 3.8882, loss: 3.8882, grad_norm: 1.9721 2020-07-24 15:03:49,943 - mmaction - INFO - Epoch [30][2180/3757] lr: 9.373e-02, eta: 4 days, 13:15:25, time: 0.561, data_time: 0.003, memory: 5237, top1_acc: 0.1961, top5_acc: 0.4227, loss_cls: 3.8268, loss: 3.8268, grad_norm: 1.9401 2020-07-24 15:04:01,264 - mmaction - INFO - Epoch [30][2200/3757] lr: 9.373e-02, eta: 4 days, 13:14:58, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.1844, top5_acc: 0.3992, loss_cls: 3.8266, loss: 3.8266, grad_norm: 2.0216 2020-07-24 15:04:12,553 - mmaction - INFO - Epoch [30][2220/3757] lr: 9.373e-02, eta: 4 days, 13:14:31, time: 0.564, data_time: 0.003, memory: 5237, top1_acc: 0.1688, top5_acc: 0.4086, loss_cls: 3.9020, loss: 3.9020, grad_norm: 1.9946 2020-07-24 15:04:23,841 - mmaction - INFO - Epoch [30][2240/3757] lr: 9.373e-02, eta: 4 days, 13:14:04, time: 0.564, data_time: 0.003, memory: 5237, top1_acc: 0.1977, top5_acc: 0.4133, loss_cls: 3.9087, loss: 3.9087, grad_norm: 1.9662 2020-07-24 15:04:35,171 - mmaction - INFO - Epoch [30][2260/3757] lr: 9.373e-02, eta: 4 days, 13:13:37, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.1961, top5_acc: 0.4359, loss_cls: 3.8060, loss: 3.8060, grad_norm: 1.9791 2020-07-24 15:04:46,579 - mmaction - INFO - Epoch [30][2280/3757] lr: 9.373e-02, eta: 4 days, 13:13:10, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.2023, top5_acc: 0.4164, loss_cls: 3.8603, loss: 3.8603, grad_norm: 1.9852 2020-07-24 15:04:57,982 - mmaction - INFO - Epoch [30][2300/3757] lr: 9.373e-02, eta: 4 days, 13:12:43, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.2000, top5_acc: 0.4297, loss_cls: 3.8454, loss: 3.8454, grad_norm: 1.9390 2020-07-24 15:05:09,315 - mmaction - INFO - Epoch [30][2320/3757] lr: 9.373e-02, eta: 4 days, 13:12:16, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.2008, top5_acc: 0.4266, loss_cls: 3.8403, loss: 3.8403, grad_norm: 1.9303 2020-07-24 15:05:20,735 - mmaction - INFO - Epoch [30][2340/3757] lr: 9.373e-02, eta: 4 days, 13:11:50, time: 0.571, data_time: 0.003, memory: 5237, top1_acc: 0.1797, top5_acc: 0.4086, loss_cls: 3.9101, loss: 3.9101, grad_norm: 2.0164 2020-07-24 15:05:32,100 - mmaction - INFO - Epoch [30][2360/3757] lr: 9.373e-02, eta: 4 days, 13:11:23, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.1914, top5_acc: 0.4313, loss_cls: 3.8510, loss: 3.8510, grad_norm: 1.9453 2020-07-24 15:05:43,455 - mmaction - INFO - Epoch [30][2380/3757] lr: 9.373e-02, eta: 4 days, 13:10:56, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.2164, top5_acc: 0.4688, loss_cls: 3.6866, loss: 3.6866, grad_norm: 2.0016 2020-07-24 15:05:54,842 - mmaction - INFO - Epoch [30][2400/3757] lr: 9.373e-02, eta: 4 days, 13:10:29, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.1984, top5_acc: 0.4406, loss_cls: 3.8012, loss: 3.8012, grad_norm: 1.9961 2020-07-24 15:06:06,143 - mmaction - INFO - Epoch [30][2420/3757] lr: 9.373e-02, eta: 4 days, 13:10:02, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.1906, top5_acc: 0.4391, loss_cls: 3.7944, loss: 3.7944, grad_norm: 1.9797 2020-07-24 15:06:17,596 - mmaction - INFO - Epoch [30][2440/3757] lr: 9.373e-02, eta: 4 days, 13:09:36, time: 0.573, data_time: 0.003, memory: 5237, top1_acc: 0.2109, top5_acc: 0.4430, loss_cls: 3.7963, loss: 3.7963, grad_norm: 1.9546 2020-07-24 15:06:28,929 - mmaction - INFO - Epoch [30][2460/3757] lr: 9.373e-02, eta: 4 days, 13:09:09, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.2078, top5_acc: 0.4633, loss_cls: 3.6878, loss: 3.6878, grad_norm: 2.0193 2020-07-24 15:06:40,300 - mmaction - INFO - Epoch [30][2480/3757] lr: 9.373e-02, eta: 4 days, 13:08:42, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.2039, top5_acc: 0.4445, loss_cls: 3.7723, loss: 3.7723, grad_norm: 1.9971 2020-07-24 15:06:51,620 - mmaction - INFO - Epoch [30][2500/3757] lr: 9.373e-02, eta: 4 days, 13:08:15, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4203, loss_cls: 3.9023, loss: 3.9023, grad_norm: 1.9966 2020-07-24 15:07:02,999 - mmaction - INFO - Epoch [30][2520/3757] lr: 9.373e-02, eta: 4 days, 13:07:48, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.1758, top5_acc: 0.4039, loss_cls: 3.9401, loss: 3.9401, grad_norm: 2.0101 2020-07-24 15:07:14,356 - mmaction - INFO - Epoch [30][2540/3757] lr: 9.373e-02, eta: 4 days, 13:07:21, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.2109, top5_acc: 0.4406, loss_cls: 3.7910, loss: 3.7910, grad_norm: 1.9240 2020-07-24 15:07:25,808 - mmaction - INFO - Epoch [30][2560/3757] lr: 9.373e-02, eta: 4 days, 13:06:55, time: 0.573, data_time: 0.003, memory: 5237, top1_acc: 0.2039, top5_acc: 0.4117, loss_cls: 3.9432, loss: 3.9432, grad_norm: 1.9940 2020-07-24 15:07:37,071 - mmaction - INFO - Epoch [30][2580/3757] lr: 9.373e-02, eta: 4 days, 13:06:27, time: 0.563, data_time: 0.002, memory: 5237, top1_acc: 0.1953, top5_acc: 0.4109, loss_cls: 3.8810, loss: 3.8810, grad_norm: 1.9612 2020-07-24 15:07:48,452 - mmaction - INFO - Epoch [30][2600/3757] lr: 9.373e-02, eta: 4 days, 13:06:01, time: 0.569, data_time: 0.004, memory: 5237, top1_acc: 0.2102, top5_acc: 0.4266, loss_cls: 3.8472, loss: 3.8472, grad_norm: 2.0111 2020-07-24 15:07:59,705 - mmaction - INFO - Epoch [30][2620/3757] lr: 9.373e-02, eta: 4 days, 13:05:33, time: 0.563, data_time: 0.002, memory: 5237, top1_acc: 0.2008, top5_acc: 0.4148, loss_cls: 3.8873, loss: 3.8873, grad_norm: 1.9576 2020-07-24 15:08:10,952 - mmaction - INFO - Epoch [30][2640/3757] lr: 9.373e-02, eta: 4 days, 13:05:06, time: 0.562, data_time: 0.003, memory: 5237, top1_acc: 0.2094, top5_acc: 0.4414, loss_cls: 3.7182, loss: 3.7182, grad_norm: 1.9214 2020-07-24 15:08:22,227 - mmaction - INFO - Epoch [30][2660/3757] lr: 9.373e-02, eta: 4 days, 13:04:39, time: 0.564, data_time: 0.003, memory: 5237, top1_acc: 0.2078, top5_acc: 0.4227, loss_cls: 3.8895, loss: 3.8895, grad_norm: 2.0199 2020-07-24 15:08:33,570 - mmaction - INFO - Epoch [30][2680/3757] lr: 9.373e-02, eta: 4 days, 13:04:12, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.1891, top5_acc: 0.4258, loss_cls: 3.8735, loss: 3.8735, grad_norm: 1.9855 2020-07-24 15:08:44,893 - mmaction - INFO - Epoch [30][2700/3757] lr: 9.373e-02, eta: 4 days, 13:03:45, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.2141, top5_acc: 0.4578, loss_cls: 3.7693, loss: 3.7693, grad_norm: 1.9805 2020-07-24 15:08:56,205 - mmaction - INFO - Epoch [30][2720/3757] lr: 9.373e-02, eta: 4 days, 13:03:18, time: 0.566, data_time: 0.004, memory: 5237, top1_acc: 0.2023, top5_acc: 0.4258, loss_cls: 3.8524, loss: 3.8524, grad_norm: 1.9825 2020-07-24 15:09:07,575 - mmaction - INFO - Epoch [30][2740/3757] lr: 9.373e-02, eta: 4 days, 13:02:51, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.1922, top5_acc: 0.4313, loss_cls: 3.8383, loss: 3.8383, grad_norm: 1.9824 2020-07-24 15:09:18,897 - mmaction - INFO - Epoch [30][2760/3757] lr: 9.373e-02, eta: 4 days, 13:02:24, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.1844, top5_acc: 0.4039, loss_cls: 3.9491, loss: 3.9491, grad_norm: 1.9305 2020-07-24 15:09:30,301 - mmaction - INFO - Epoch [30][2780/3757] lr: 9.373e-02, eta: 4 days, 13:01:58, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.1992, top5_acc: 0.4320, loss_cls: 3.8518, loss: 3.8518, grad_norm: 1.9586 2020-07-24 15:09:41,599 - mmaction - INFO - Epoch [30][2800/3757] lr: 9.373e-02, eta: 4 days, 13:01:31, time: 0.565, data_time: 0.004, memory: 5237, top1_acc: 0.2008, top5_acc: 0.4414, loss_cls: 3.7978, loss: 3.7978, grad_norm: 1.9902 2020-07-24 15:09:52,894 - mmaction - INFO - Epoch [30][2820/3757] lr: 9.373e-02, eta: 4 days, 13:01:03, time: 0.564, data_time: 0.003, memory: 5237, top1_acc: 0.2117, top5_acc: 0.4461, loss_cls: 3.7742, loss: 3.7742, grad_norm: 2.0411 2020-07-24 15:10:04,300 - mmaction - INFO - Epoch [30][2840/3757] lr: 9.373e-02, eta: 4 days, 13:00:37, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.1953, top5_acc: 0.4250, loss_cls: 3.8649, loss: 3.8649, grad_norm: 2.0129 2020-07-24 15:10:15,565 - mmaction - INFO - Epoch [30][2860/3757] lr: 9.373e-02, eta: 4 days, 13:00:10, time: 0.564, data_time: 0.003, memory: 5237, top1_acc: 0.2148, top5_acc: 0.4320, loss_cls: 3.7996, loss: 3.7996, grad_norm: 2.0200 2020-07-24 15:10:26,926 - mmaction - INFO - Epoch [30][2880/3757] lr: 9.373e-02, eta: 4 days, 12:59:43, time: 0.568, data_time: 0.002, memory: 5237, top1_acc: 0.1852, top5_acc: 0.4141, loss_cls: 3.8696, loss: 3.8696, grad_norm: 2.0354 2020-07-24 15:10:38,222 - mmaction - INFO - Epoch [30][2900/3757] lr: 9.373e-02, eta: 4 days, 12:59:16, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4352, loss_cls: 3.8450, loss: 3.8450, grad_norm: 1.9456 2020-07-24 15:10:49,554 - mmaction - INFO - Epoch [30][2920/3757] lr: 9.373e-02, eta: 4 days, 12:58:49, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.2109, top5_acc: 0.4258, loss_cls: 3.8340, loss: 3.8340, grad_norm: 1.9273 2020-07-24 15:11:00,925 - mmaction - INFO - Epoch [30][2940/3757] lr: 9.373e-02, eta: 4 days, 12:58:22, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.2023, top5_acc: 0.4289, loss_cls: 3.7737, loss: 3.7737, grad_norm: 1.9915 2020-07-24 15:11:12,318 - mmaction - INFO - Epoch [30][2960/3757] lr: 9.373e-02, eta: 4 days, 12:57:56, time: 0.570, data_time: 0.004, memory: 5237, top1_acc: 0.2062, top5_acc: 0.4422, loss_cls: 3.8553, loss: 3.8553, grad_norm: 1.9569 2020-07-24 15:11:23,706 - mmaction - INFO - Epoch [30][2980/3757] lr: 9.373e-02, eta: 4 days, 12:57:29, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.2000, top5_acc: 0.4313, loss_cls: 3.7821, loss: 3.7821, grad_norm: 1.9986 2020-07-24 15:11:35,142 - mmaction - INFO - Epoch [30][3000/3757] lr: 9.373e-02, eta: 4 days, 12:57:03, time: 0.572, data_time: 0.003, memory: 5237, top1_acc: 0.2039, top5_acc: 0.4250, loss_cls: 3.8496, loss: 3.8496, grad_norm: 2.0098 2020-07-24 15:11:46,484 - mmaction - INFO - Epoch [30][3020/3757] lr: 9.373e-02, eta: 4 days, 12:56:36, time: 0.567, data_time: 0.002, memory: 5237, top1_acc: 0.2109, top5_acc: 0.4570, loss_cls: 3.7212, loss: 3.7212, grad_norm: 1.9894 2020-07-24 15:11:57,875 - mmaction - INFO - Epoch [30][3040/3757] lr: 9.373e-02, eta: 4 days, 12:56:09, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.2047, top5_acc: 0.4281, loss_cls: 3.8549, loss: 3.8549, grad_norm: 2.0042 2020-07-24 15:12:09,144 - mmaction - INFO - Epoch [30][3060/3757] lr: 9.373e-02, eta: 4 days, 12:55:42, time: 0.565, data_time: 0.002, memory: 5237, top1_acc: 0.2008, top5_acc: 0.4344, loss_cls: 3.8221, loss: 3.8221, grad_norm: 2.0090 2020-07-24 15:12:20,440 - mmaction - INFO - Epoch [30][3080/3757] lr: 9.373e-02, eta: 4 days, 12:55:15, time: 0.564, data_time: 0.003, memory: 5237, top1_acc: 0.1961, top5_acc: 0.4562, loss_cls: 3.7767, loss: 3.7767, grad_norm: 1.9459 2020-07-24 15:12:31,838 - mmaction - INFO - Epoch [30][3100/3757] lr: 9.373e-02, eta: 4 days, 12:54:49, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.2008, top5_acc: 0.4445, loss_cls: 3.7913, loss: 3.7913, grad_norm: 1.9813 2020-07-24 15:12:43,159 - mmaction - INFO - Epoch [30][3120/3757] lr: 9.373e-02, eta: 4 days, 12:54:22, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.2039, top5_acc: 0.4188, loss_cls: 3.8620, loss: 3.8620, grad_norm: 2.0454 2020-07-24 15:12:54,514 - mmaction - INFO - Epoch [30][3140/3757] lr: 9.373e-02, eta: 4 days, 12:53:55, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.1977, top5_acc: 0.4148, loss_cls: 3.8939, loss: 3.8939, grad_norm: 1.9421 2020-07-24 15:13:05,808 - mmaction - INFO - Epoch [30][3160/3757] lr: 9.373e-02, eta: 4 days, 12:53:28, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.2070, top5_acc: 0.4508, loss_cls: 3.7786, loss: 3.7786, grad_norm: 1.9580 2020-07-24 15:13:17,305 - mmaction - INFO - Epoch [30][3180/3757] lr: 9.373e-02, eta: 4 days, 12:53:02, time: 0.575, data_time: 0.003, memory: 5237, top1_acc: 0.1938, top5_acc: 0.4234, loss_cls: 3.8124, loss: 3.8124, grad_norm: 1.9706 2020-07-24 15:13:28,691 - mmaction - INFO - Epoch [30][3200/3757] lr: 9.373e-02, eta: 4 days, 12:52:36, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.2016, top5_acc: 0.4172, loss_cls: 3.8700, loss: 3.8700, grad_norm: 1.9662 2020-07-24 15:13:40,115 - mmaction - INFO - Epoch [30][3220/3757] lr: 9.373e-02, eta: 4 days, 12:52:09, time: 0.571, data_time: 0.003, memory: 5237, top1_acc: 0.2078, top5_acc: 0.4172, loss_cls: 3.8473, loss: 3.8473, grad_norm: 2.0007 2020-07-24 15:13:51,398 - mmaction - INFO - Epoch [30][3240/3757] lr: 9.373e-02, eta: 4 days, 12:51:42, time: 0.564, data_time: 0.002, memory: 5237, top1_acc: 0.2039, top5_acc: 0.4258, loss_cls: 3.8172, loss: 3.8172, grad_norm: 1.9921 2020-07-24 15:14:02,779 - mmaction - INFO - Epoch [30][3260/3757] lr: 9.373e-02, eta: 4 days, 12:51:16, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.2203, top5_acc: 0.4484, loss_cls: 3.7538, loss: 3.7538, grad_norm: 1.9181 2020-07-24 15:15:21,825 - mmaction - INFO - Epoch [30][3280/3757] lr: 9.373e-02, eta: 4 days, 12:56:29, time: 3.953, data_time: 3.387, memory: 5237, top1_acc: 0.2172, top5_acc: 0.4328, loss_cls: 3.7982, loss: 3.7982, grad_norm: 1.9860 2020-07-24 15:15:33,250 - mmaction - INFO - Epoch [30][3300/3757] lr: 9.373e-02, eta: 4 days, 12:56:03, time: 0.571, data_time: 0.001, memory: 5237, top1_acc: 0.1992, top5_acc: 0.4141, loss_cls: 3.8339, loss: 3.8339, grad_norm: 2.0526 2020-07-24 15:15:44,526 - mmaction - INFO - Epoch [30][3320/3757] lr: 9.373e-02, eta: 4 days, 12:55:36, time: 0.564, data_time: 0.001, memory: 5237, top1_acc: 0.2000, top5_acc: 0.4227, loss_cls: 3.8680, loss: 3.8680, grad_norm: 1.9934 2020-07-24 15:15:55,795 - mmaction - INFO - Epoch [30][3340/3757] lr: 9.373e-02, eta: 4 days, 12:55:09, time: 0.564, data_time: 0.003, memory: 5237, top1_acc: 0.1883, top5_acc: 0.4203, loss_cls: 3.8675, loss: 3.8675, grad_norm: 2.0113 2020-07-24 15:16:07,124 - mmaction - INFO - Epoch [30][3360/3757] lr: 9.373e-02, eta: 4 days, 12:54:42, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.1969, top5_acc: 0.4117, loss_cls: 3.9155, loss: 3.9155, grad_norm: 2.0315 2020-07-24 15:16:18,428 - mmaction - INFO - Epoch [30][3380/3757] lr: 9.373e-02, eta: 4 days, 12:54:15, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.1812, top5_acc: 0.4227, loss_cls: 3.8708, loss: 3.8708, grad_norm: 2.0033 2020-07-24 15:16:29,751 - mmaction - INFO - Epoch [30][3400/3757] lr: 9.373e-02, eta: 4 days, 12:53:48, time: 0.566, data_time: 0.002, memory: 5237, top1_acc: 0.2156, top5_acc: 0.4375, loss_cls: 3.7627, loss: 3.7627, grad_norm: 1.9216 2020-07-24 15:16:41,110 - mmaction - INFO - Epoch [30][3420/3757] lr: 9.373e-02, eta: 4 days, 12:53:21, time: 0.568, data_time: 0.002, memory: 5237, top1_acc: 0.2086, top5_acc: 0.4617, loss_cls: 3.7537, loss: 3.7537, grad_norm: 1.9544 2020-07-24 15:16:52,521 - mmaction - INFO - Epoch [30][3440/3757] lr: 9.373e-02, eta: 4 days, 12:52:55, time: 0.571, data_time: 0.003, memory: 5237, top1_acc: 0.2203, top5_acc: 0.4508, loss_cls: 3.8120, loss: 3.8120, grad_norm: 2.0081 2020-07-24 15:17:03,933 - mmaction - INFO - Epoch [30][3460/3757] lr: 9.373e-02, eta: 4 days, 12:52:29, time: 0.571, data_time: 0.003, memory: 5237, top1_acc: 0.2195, top5_acc: 0.4398, loss_cls: 3.7646, loss: 3.7646, grad_norm: 2.0049 2020-07-24 15:17:15,382 - mmaction - INFO - Epoch [30][3480/3757] lr: 9.373e-02, eta: 4 days, 12:52:02, time: 0.572, data_time: 0.003, memory: 5237, top1_acc: 0.2078, top5_acc: 0.4305, loss_cls: 3.7806, loss: 3.7806, grad_norm: 1.9604 2020-07-24 15:17:26,733 - mmaction - INFO - Epoch [30][3500/3757] lr: 9.373e-02, eta: 4 days, 12:51:36, time: 0.567, data_time: 0.002, memory: 5237, top1_acc: 0.1938, top5_acc: 0.3977, loss_cls: 3.8619, loss: 3.8619, grad_norm: 1.9681 2020-07-24 15:17:38,100 - mmaction - INFO - Epoch [30][3520/3757] lr: 9.373e-02, eta: 4 days, 12:51:09, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.2078, top5_acc: 0.4227, loss_cls: 3.8482, loss: 3.8482, grad_norm: 1.9940 2020-07-24 15:17:49,504 - mmaction - INFO - Epoch [30][3540/3757] lr: 9.373e-02, eta: 4 days, 12:50:43, time: 0.571, data_time: 0.003, memory: 5237, top1_acc: 0.2273, top5_acc: 0.4477, loss_cls: 3.6976, loss: 3.6976, grad_norm: 2.0024 2020-07-24 15:18:00,860 - mmaction - INFO - Epoch [30][3560/3757] lr: 9.373e-02, eta: 4 days, 12:50:16, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.2180, top5_acc: 0.4719, loss_cls: 3.6905, loss: 3.6905, grad_norm: 2.0505 2020-07-24 15:18:12,252 - mmaction - INFO - Epoch [30][3580/3757] lr: 9.373e-02, eta: 4 days, 12:49:50, time: 0.570, data_time: 0.003, memory: 5237, top1_acc: 0.2125, top5_acc: 0.4391, loss_cls: 3.7597, loss: 3.7597, grad_norm: 2.0528 2020-07-24 15:18:23,567 - mmaction - INFO - Epoch [30][3600/3757] lr: 9.373e-02, eta: 4 days, 12:49:23, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.1859, top5_acc: 0.4320, loss_cls: 3.8823, loss: 3.8823, grad_norm: 2.0267 2020-07-24 15:18:34,906 - mmaction - INFO - Epoch [30][3620/3757] lr: 9.373e-02, eta: 4 days, 12:48:56, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.1891, top5_acc: 0.4391, loss_cls: 3.7867, loss: 3.7867, grad_norm: 1.9754 2020-07-24 15:18:46,227 - mmaction - INFO - Epoch [30][3640/3757] lr: 9.373e-02, eta: 4 days, 12:48:29, time: 0.565, data_time: 0.002, memory: 5237, top1_acc: 0.2047, top5_acc: 0.4320, loss_cls: 3.8006, loss: 3.8006, grad_norm: 2.0343 2020-07-24 15:18:57,580 - mmaction - INFO - Epoch [30][3660/3757] lr: 9.373e-02, eta: 4 days, 12:48:03, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.1930, top5_acc: 0.4125, loss_cls: 3.8876, loss: 3.8876, grad_norm: 2.0871 2020-07-24 15:19:08,885 - mmaction - INFO - Epoch [30][3680/3757] lr: 9.373e-02, eta: 4 days, 12:47:36, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.1883, top5_acc: 0.4188, loss_cls: 3.9582, loss: 3.9582, grad_norm: 2.0096 2020-07-24 15:19:20,211 - mmaction - INFO - Epoch [30][3700/3757] lr: 9.373e-02, eta: 4 days, 12:47:09, time: 0.566, data_time: 0.002, memory: 5237, top1_acc: 0.2016, top5_acc: 0.4359, loss_cls: 3.7553, loss: 3.7553, grad_norm: 1.9655 2020-07-24 15:19:31,524 - mmaction - INFO - Epoch [30][3720/3757] lr: 9.373e-02, eta: 4 days, 12:46:42, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.2188, top5_acc: 0.4531, loss_cls: 3.7033, loss: 3.7033, grad_norm: 2.0332 2020-07-24 15:19:42,757 - mmaction - INFO - Epoch [30][3740/3757] lr: 9.373e-02, eta: 4 days, 12:46:15, time: 0.562, data_time: 0.003, memory: 5237, top1_acc: 0.1836, top5_acc: 0.4305, loss_cls: 3.9330, loss: 3.9330, grad_norm: 2.0545 2020-07-24 15:19:59,131 - mmaction - INFO - Saving checkpoint at 30 epochs 2020-07-24 15:22:49,755 - mmaction - INFO - Epoch [31][20/3757] lr: 9.330e-02, eta: 4 days, 12:57:44, time: 8.436, data_time: 7.747, memory: 5237, top1_acc: 0.2055, top5_acc: 0.4367, loss_cls: 3.7815, loss: 3.7815, grad_norm: 1.9820 2020-07-24 15:23:01,171 - mmaction - INFO - Epoch [31][40/3757] lr: 9.330e-02, eta: 4 days, 12:57:18, time: 0.571, data_time: 0.002, memory: 5237, top1_acc: 0.1984, top5_acc: 0.4320, loss_cls: 3.7998, loss: 3.7998, grad_norm: 1.9740 2020-07-24 15:23:12,429 - mmaction - INFO - Epoch [31][60/3757] lr: 9.330e-02, eta: 4 days, 12:56:50, time: 0.563, data_time: 0.001, memory: 5237, top1_acc: 0.1984, top5_acc: 0.4305, loss_cls: 3.8021, loss: 3.8021, grad_norm: 2.0205 2020-07-24 15:23:23,763 - mmaction - INFO - Epoch [31][80/3757] lr: 9.330e-02, eta: 4 days, 12:56:24, time: 0.567, data_time: 0.002, memory: 5237, top1_acc: 0.2086, top5_acc: 0.4344, loss_cls: 3.7928, loss: 3.7928, grad_norm: 2.0259 2020-07-24 15:23:35,097 - mmaction - INFO - Epoch [31][100/3757] lr: 9.330e-02, eta: 4 days, 12:55:57, time: 0.566, data_time: 0.003, memory: 5237, top1_acc: 0.2258, top5_acc: 0.4422, loss_cls: 3.7302, loss: 3.7302, grad_norm: 1.9905 2020-07-24 15:23:46,459 - mmaction - INFO - Epoch [31][120/3757] lr: 9.330e-02, eta: 4 days, 12:55:30, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.1828, top5_acc: 0.4070, loss_cls: 3.9172, loss: 3.9172, grad_norm: 2.0169 2020-07-24 15:23:57,806 - mmaction - INFO - Epoch [31][140/3757] lr: 9.330e-02, eta: 4 days, 12:55:03, time: 0.567, data_time: 0.002, memory: 5237, top1_acc: 0.2094, top5_acc: 0.4562, loss_cls: 3.6848, loss: 3.6848, grad_norm: 2.0028 2020-07-24 15:24:09,094 - mmaction - INFO - Epoch [31][160/3757] lr: 9.330e-02, eta: 4 days, 12:54:36, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.2188, top5_acc: 0.4289, loss_cls: 3.8001, loss: 3.8001, grad_norm: 2.0185 2020-07-24 15:24:20,438 - mmaction - INFO - Epoch [31][180/3757] lr: 9.330e-02, eta: 4 days, 12:54:09, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.1992, top5_acc: 0.4156, loss_cls: 3.8685, loss: 3.8685, grad_norm: 2.0433 2020-07-24 15:24:31,810 - mmaction - INFO - Epoch [31][200/3757] lr: 9.330e-02, eta: 4 days, 12:53:43, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.1859, top5_acc: 0.4375, loss_cls: 3.8175, loss: 3.8175, grad_norm: 2.0259 2020-07-24 15:24:43,037 - mmaction - INFO - Epoch [31][220/3757] lr: 9.330e-02, eta: 4 days, 12:53:16, time: 0.562, data_time: 0.003, memory: 5237, top1_acc: 0.1914, top5_acc: 0.4281, loss_cls: 3.8088, loss: 3.8088, grad_norm: 2.0023 2020-07-24 15:24:54,255 - mmaction - INFO - Epoch [31][240/3757] lr: 9.330e-02, eta: 4 days, 12:52:48, time: 0.561, data_time: 0.002, memory: 5237, top1_acc: 0.2320, top5_acc: 0.4500, loss_cls: 3.7011, loss: 3.7011, grad_norm: 2.0542 2020-07-24 15:25:05,526 - mmaction - INFO - Epoch [31][260/3757] lr: 9.330e-02, eta: 4 days, 12:52:21, time: 0.563, data_time: 0.003, memory: 5237, top1_acc: 0.1945, top5_acc: 0.4336, loss_cls: 3.8080, loss: 3.8080, grad_norm: 2.1040 2020-07-24 15:25:16,965 - mmaction - INFO - Epoch [31][280/3757] lr: 9.330e-02, eta: 4 days, 12:51:55, time: 0.572, data_time: 0.004, memory: 5237, top1_acc: 0.1867, top5_acc: 0.4195, loss_cls: 3.9292, loss: 3.9292, grad_norm: 2.0490 2020-07-24 15:25:28,335 - mmaction - INFO - Epoch [31][300/3757] lr: 9.330e-02, eta: 4 days, 12:51:28, time: 0.568, data_time: 0.003, memory: 5237, top1_acc: 0.1938, top5_acc: 0.4320, loss_cls: 3.8296, loss: 3.8296, grad_norm: 1.9785 2020-07-24 15:25:39,843 - mmaction - INFO - Epoch [31][320/3757] lr: 9.330e-02, eta: 4 days, 12:51:02, time: 0.576, data_time: 0.004, memory: 5237, top1_acc: 0.1977, top5_acc: 0.4453, loss_cls: 3.7948, loss: 3.7948, grad_norm: 1.9667 2020-07-24 15:25:51,239 - mmaction - INFO - Epoch [31][340/3757] lr: 9.330e-02, eta: 4 days, 12:50:36, time: 0.569, data_time: 0.003, memory: 5237, top1_acc: 0.2094, top5_acc: 0.4359, loss_cls: 3.8045, loss: 3.8045, grad_norm: 2.0127 2020-07-24 15:26:02,666 - mmaction - INFO - Epoch [31][360/3757] lr: 9.330e-02, eta: 4 days, 12:50:09, time: 0.572, data_time: 0.003, memory: 5237, top1_acc: 0.2172, top5_acc: 0.4336, loss_cls: 3.7911, loss: 3.7911, grad_norm: 1.9831 2020-07-24 15:26:13,955 - mmaction - INFO - Epoch [31][380/3757] lr: 9.330e-02, eta: 4 days, 12:49:42, time: 0.565, data_time: 0.003, memory: 5237, top1_acc: 0.2039, top5_acc: 0.4289, loss_cls: 3.8033, loss: 3.8033, grad_norm: 2.0177 2020-07-24 15:26:25,316 - mmaction - INFO - Epoch [31][400/3757] lr: 9.330e-02, eta: 4 days, 12:49:16, time: 0.567, data_time: 0.003, memory: 5237, top1_acc: 0.1984, top5_acc: 0.4133, loss_cls: 3.8541, loss: 3.8541, grad_norm: 2.0102 2020-07-24 15:26:36,724 - mmaction - INFO - Epoch [31][420/3757] lr: 9.330e-02, eta: 4 days, 12:48:49, time: 0.571, data_time: 0.003, memory: 5237, top1_acc: 0.2062, top5_acc: 0.4336, loss_cls: 3.8205, loss: 3.8205, grad_norm: 1.9901 2020-07-24 15:41:03,075 - 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 15:41:03,075 - mmaction - INFO - Distributed training: True 2020-07-24 15:41:03,075 - mmaction - INFO - Config: /mnt/lustre/xusu/refactor/retest_video_ckpts/mmaction2/configs/recognition/r2plus1d/r2plus1d_r34_video_8x8x1_180e_kinetics400_rgb.py # model settings model = dict( type='Recognizer3D', backbone=dict( type='ResNet2Plus1d', depth=34, pretrained=None, pretrained2d=False, norm_eval=False, conv_cfg=dict(type='Conv2plus1d'), norm_cfg=dict(type='SyncBN', requires_grad=True, eps=1e-3), act_cfg=dict(type='ReLU'), conv1_kernel=(3, 7, 7), conv1_stride_t=1, pool1_stride_t=1, inflate=(1, 1, 1, 1), spatial_strides=(1, 2, 2, 2), temporal_strides=(1, 2, 2, 2), zero_init_residual=False), cls_head=dict( type='I3DHead', num_classes=400, in_channels=512, spatial_type='avg', dropout_ratio=0.5, init_std=0.01)) # model training and testing settings train_cfg = None test_cfg = dict(average_clips=None) # dataset settings 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=8, frame_interval=8, 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=8, frame_interval=8, 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'), dict( type='SampleFrames', clip_len=8, frame_interval=8, 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_mode=True), test=dict( type=dataset_type, ann_file=ann_file_val, data_prefix=data_root_val, pipeline=test_pipeline, test_mode=True)) # 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 = 180 checkpoint_config = dict(interval=5) 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'), ]) # runtime settings dist_params = dict(backend='nccl') log_level = 'INFO' work_dir = './work_dirs/r2plus1d_r34_video_3d_8x8x1_180e_kinetics400_rgb/' load_from = None resume_from = None workflow = [('train', 1)] find_unused_parameters = False 2020-07-24 15:41:18,160 - mmaction - INFO - load checkpoint from work_dirs/r2plus1d_r34_video_8x8x1_180e_kinetics400_rgb/latest.pth 2020-07-24 15:41:20,960 - mmaction - INFO - resumed epoch 30, iter 112710 2020-07-24 15:41:20,961 - mmaction - INFO - Start running, host: xusu@SH-IDC1-10-5-37-38, work_dir: /mnt/lustre/xusu/refactor/retest_video_ckpts/mmaction2/work_dirs/r2plus1d_r34_video_8x8x1_180e_kinetics400_rgb 2020-07-24 15:41:20,961 - mmaction - INFO - workflow: [('train', 1)], max: 180 epochs 2020-07-24 15:44:12,646 - mmaction - INFO - Epoch [31][20/3757] lr: 9.330e-02, eta: 55 days, 23:30:43, time: 8.583, data_time: 7.782, memory: 5236, top1_acc: 0.1930, top5_acc: 0.4508, loss_cls: 3.7521, loss: 3.7521, grad_norm: 2.0011 2020-07-24 15:44:23,768 - mmaction - INFO - Epoch [31][40/3757] lr: 9.330e-02, eta: 29 days, 19:20:28, time: 0.557, data_time: 0.002, memory: 5236, top1_acc: 0.1852, top5_acc: 0.4250, loss_cls: 3.8603, loss: 3.8603, grad_norm: 1.9804 2020-07-24 15:44:35,046 - mmaction - INFO - Epoch [31][60/3757] lr: 9.330e-02, eta: 21 days, 2:17:57, time: 0.564, data_time: 0.003, memory: 5236, top1_acc: 0.2117, top5_acc: 0.4375, loss_cls: 3.7768, loss: 3.7768, grad_norm: 1.9943 2020-07-24 15:44:46,351 - mmaction - INFO - Epoch [31][80/3757] lr: 9.330e-02, eta: 16 days, 17:49:05, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.2023, top5_acc: 0.4359, loss_cls: 3.8105, loss: 3.8105, grad_norm: 1.9607 2020-07-24 15:44:57,658 - mmaction - INFO - Epoch [31][100/3757] lr: 9.330e-02, eta: 14 days, 3:08:01, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.2023, top5_acc: 0.4469, loss_cls: 3.7721, loss: 3.7721, grad_norm: 1.9701 2020-07-24 15:45:08,968 - mmaction - INFO - Epoch [31][120/3757] lr: 9.330e-02, eta: 12 days, 9:20:52, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.1969, top5_acc: 0.4164, loss_cls: 3.8203, loss: 3.8203, grad_norm: 2.0262 2020-07-24 15:45:20,347 - mmaction - INFO - Epoch [31][140/3757] lr: 9.330e-02, eta: 11 days, 3:35:09, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2156, top5_acc: 0.4516, loss_cls: 3.7870, loss: 3.7870, grad_norm: 2.0475 2020-07-24 15:45:31,654 - mmaction - INFO - Epoch [31][160/3757] lr: 9.330e-02, eta: 10 days, 5:11:49, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2313, top5_acc: 0.4500, loss_cls: 3.7301, loss: 3.7301, grad_norm: 2.0176 2020-07-24 15:45:43,031 - mmaction - INFO - Epoch [31][180/3757] lr: 9.330e-02, eta: 9 days, 11:50:04, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2078, top5_acc: 0.4258, loss_cls: 3.7832, loss: 3.7832, grad_norm: 1.9878 2020-07-24 15:45:54,607 - mmaction - INFO - Epoch [31][200/3757] lr: 9.330e-02, eta: 8 days, 22:06:04, time: 0.579, data_time: 0.003, memory: 5236, top1_acc: 0.1969, top5_acc: 0.4203, loss_cls: 3.8814, loss: 3.8814, grad_norm: 2.0109 2020-07-24 15:46:05,834 - mmaction - INFO - Epoch [31][220/3757] lr: 9.330e-02, eta: 8 days, 10:37:02, time: 0.561, data_time: 0.001, memory: 5236, top1_acc: 0.1914, top5_acc: 0.4320, loss_cls: 3.8536, loss: 3.8536, grad_norm: 1.9956 2020-07-24 15:46:17,184 - mmaction - INFO - Epoch [31][240/3757] lr: 9.330e-02, eta: 8 days, 1:07:14, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2422, top5_acc: 0.4570, loss_cls: 3.6561, loss: 3.6561, grad_norm: 2.0463 2020-07-24 15:46:28,486 - mmaction - INFO - Epoch [31][260/3757] lr: 9.330e-02, eta: 7 days, 17:03:42, time: 0.565, data_time: 0.002, memory: 5236, top1_acc: 0.2008, top5_acc: 0.4148, loss_cls: 3.8899, loss: 3.8899, grad_norm: 2.1057 2020-07-24 15:46:39,891 - mmaction - INFO - Epoch [31][280/3757] lr: 9.330e-02, eta: 7 days, 10:12:47, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.1812, top5_acc: 0.4164, loss_cls: 3.9559, loss: 3.9559, grad_norm: 2.0038 2020-07-24 15:46:51,193 - mmaction - INFO - Epoch [31][300/3757] lr: 9.330e-02, eta: 7 days, 4:12:57, time: 0.565, data_time: 0.002, memory: 5236, top1_acc: 0.1883, top5_acc: 0.4102, loss_cls: 3.8564, loss: 3.8564, grad_norm: 1.9358 2020-07-24 15:47:02,550 - mmaction - INFO - Epoch [31][320/3757] lr: 9.330e-02, eta: 6 days, 22:59:54, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2055, top5_acc: 0.4453, loss_cls: 3.8145, loss: 3.8145, grad_norm: 1.9713 2020-07-24 15:47:13,875 - mmaction - INFO - Epoch [31][340/3757] lr: 9.330e-02, eta: 6 days, 18:23:05, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2094, top5_acc: 0.4477, loss_cls: 3.7789, loss: 3.7789, grad_norm: 1.9566 2020-07-24 15:47:25,225 - mmaction - INFO - Epoch [31][360/3757] lr: 9.330e-02, eta: 6 days, 14:17:01, time: 0.567, data_time: 0.002, memory: 5236, top1_acc: 0.1945, top5_acc: 0.4344, loss_cls: 3.8479, loss: 3.8479, grad_norm: 1.9459 2020-07-24 15:47:36,569 - mmaction - INFO - Epoch [31][380/3757] lr: 9.330e-02, eta: 6 days, 10:37:14, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2109, top5_acc: 0.4211, loss_cls: 3.8318, loss: 3.8318, grad_norm: 1.9657 2020-07-24 15:47:48,002 - mmaction - INFO - Epoch [31][400/3757] lr: 9.330e-02, eta: 6 days, 7:21:16, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.2094, top5_acc: 0.4570, loss_cls: 3.7956, loss: 3.7956, grad_norm: 1.9566 2020-07-24 15:47:59,373 - mmaction - INFO - Epoch [31][420/3757] lr: 9.330e-02, eta: 6 days, 4:22:41, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2109, top5_acc: 0.4328, loss_cls: 3.7331, loss: 3.7331, grad_norm: 2.0014 2020-07-24 15:48:10,752 - mmaction - INFO - Epoch [31][440/3757] lr: 9.330e-02, eta: 6 days, 1:39:58, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.1938, top5_acc: 0.4375, loss_cls: 3.8029, loss: 3.8029, grad_norm: 2.0090 2020-07-24 15:48:22,193 - mmaction - INFO - Epoch [31][460/3757] lr: 9.330e-02, eta: 5 days, 23:13:13, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.1906, top5_acc: 0.4273, loss_cls: 3.8647, loss: 3.8647, grad_norm: 1.9907 2020-07-24 15:48:33,583 - mmaction - INFO - Epoch [31][480/3757] lr: 9.330e-02, eta: 5 days, 20:57:51, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.1930, top5_acc: 0.4250, loss_cls: 3.8793, loss: 3.8793, grad_norm: 1.9959 2020-07-24 15:48:44,951 - mmaction - INFO - Epoch [31][500/3757] lr: 9.330e-02, eta: 5 days, 18:52:30, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2070, top5_acc: 0.4359, loss_cls: 3.9141, loss: 3.9141, grad_norm: 1.9763 2020-07-24 15:48:56,243 - mmaction - INFO - Epoch [31][520/3757] lr: 9.330e-02, eta: 5 days, 16:55:43, time: 0.565, data_time: 0.001, memory: 5236, top1_acc: 0.2047, top5_acc: 0.4570, loss_cls: 3.7536, loss: 3.7536, grad_norm: 1.9998 2020-07-24 15:49:07,582 - mmaction - INFO - Epoch [31][540/3757] lr: 9.330e-02, eta: 5 days, 15:08:10, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2180, top5_acc: 0.4344, loss_cls: 3.7913, loss: 3.7913, grad_norm: 2.0101 2020-07-24 15:49:18,926 - mmaction - INFO - Epoch [31][560/3757] lr: 9.330e-02, eta: 5 days, 13:28:24, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2078, top5_acc: 0.4148, loss_cls: 3.8301, loss: 3.8301, grad_norm: 2.0295 2020-07-24 15:49:30,255 - mmaction - INFO - Epoch [31][580/3757] lr: 9.330e-02, eta: 5 days, 11:55:05, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.1977, top5_acc: 0.4008, loss_cls: 3.9279, loss: 3.9279, grad_norm: 2.0676 2020-07-24 15:49:41,608 - mmaction - INFO - Epoch [31][600/3757] lr: 9.330e-02, eta: 5 days, 10:28:39, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.1992, top5_acc: 0.4375, loss_cls: 3.8233, loss: 3.8233, grad_norm: 1.9829 2020-07-24 15:49:52,992 - mmaction - INFO - Epoch [31][620/3757] lr: 9.330e-02, eta: 5 days, 9:08:01, time: 0.569, data_time: 0.002, memory: 5236, top1_acc: 0.2352, top5_acc: 0.4617, loss_cls: 3.6381, loss: 3.6381, grad_norm: 1.9522 2020-07-24 15:50:04,361 - mmaction - INFO - Epoch [31][640/3757] lr: 9.330e-02, eta: 5 days, 7:52:12, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.1836, top5_acc: 0.4188, loss_cls: 3.8938, loss: 3.8938, grad_norm: 2.0212 2020-07-24 15:50:15,786 - mmaction - INFO - Epoch [31][660/3757] lr: 9.330e-02, eta: 5 days, 6:42:02, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.1984, top5_acc: 0.4352, loss_cls: 3.8180, loss: 3.8180, grad_norm: 2.0245 2020-07-24 15:50:27,099 - mmaction - INFO - Epoch [31][680/3757] lr: 9.330e-02, eta: 5 days, 5:33:56, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.2180, top5_acc: 0.4344, loss_cls: 3.7510, loss: 3.7510, grad_norm: 1.9871 2020-07-24 15:50:38,520 - mmaction - INFO - Epoch [31][700/3757] lr: 9.330e-02, eta: 5 days, 4:31:37, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.1977, top5_acc: 0.4078, loss_cls: 3.9065, loss: 3.9065, grad_norm: 1.9805 2020-07-24 15:50:49,911 - mmaction - INFO - Epoch [31][720/3757] lr: 9.330e-02, eta: 5 days, 3:32:17, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2156, top5_acc: 0.4523, loss_cls: 3.7127, loss: 3.7127, grad_norm: 1.9521 2020-07-24 15:51:01,323 - mmaction - INFO - Epoch [31][740/3757] lr: 9.330e-02, eta: 5 days, 2:36:20, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2141, top5_acc: 0.4477, loss_cls: 3.7524, loss: 3.7524, grad_norm: 2.0124 2020-07-24 15:51:12,800 - mmaction - INFO - Epoch [31][760/3757] lr: 9.330e-02, eta: 5 days, 1:44:06, time: 0.574, data_time: 0.003, memory: 5236, top1_acc: 0.2148, top5_acc: 0.4648, loss_cls: 3.6989, loss: 3.6989, grad_norm: 2.0919 2020-07-24 15:51:24,139 - mmaction - INFO - Epoch [31][780/3757] lr: 9.330e-02, eta: 5 days, 0:52:52, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2055, top5_acc: 0.4203, loss_cls: 3.8578, loss: 3.8578, grad_norm: 2.0598 2020-07-24 15:51:35,469 - mmaction - INFO - Epoch [31][800/3757] lr: 9.330e-02, eta: 5 days, 0:04:16, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2047, top5_acc: 0.4383, loss_cls: 3.8051, loss: 3.8051, grad_norm: 2.0002 2020-07-24 15:51:46,811 - mmaction - INFO - Epoch [31][820/3757] lr: 9.330e-02, eta: 4 days, 23:18:02, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2281, top5_acc: 0.4594, loss_cls: 3.7438, loss: 3.7438, grad_norm: 1.9491 2020-07-24 15:51:58,161 - mmaction - INFO - Epoch [31][840/3757] lr: 9.330e-02, eta: 4 days, 22:34:02, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2195, top5_acc: 0.4359, loss_cls: 3.7715, loss: 3.7715, grad_norm: 1.9735 2020-07-24 15:52:09,516 - mmaction - INFO - Epoch [31][860/3757] lr: 9.330e-02, eta: 4 days, 21:52:12, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2156, top5_acc: 0.4766, loss_cls: 3.6947, loss: 3.6947, grad_norm: 1.9859 2020-07-24 15:52:20,930 - mmaction - INFO - Epoch [31][880/3757] lr: 9.330e-02, eta: 4 days, 21:12:45, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2031, top5_acc: 0.4352, loss_cls: 3.7987, loss: 3.7987, grad_norm: 2.0501 2020-07-24 15:52:32,289 - mmaction - INFO - Epoch [31][900/3757] lr: 9.330e-02, eta: 4 days, 20:34:36, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.1789, top5_acc: 0.4148, loss_cls: 3.8982, loss: 3.8982, grad_norm: 2.0170 2020-07-24 15:52:43,710 - mmaction - INFO - Epoch [31][920/3757] lr: 9.330e-02, eta: 4 days, 19:58:44, time: 0.571, data_time: 0.002, memory: 5236, top1_acc: 0.1922, top5_acc: 0.4211, loss_cls: 3.8153, loss: 3.8153, grad_norm: 2.0198 2020-07-24 15:52:55,028 - mmaction - INFO - Epoch [31][940/3757] lr: 9.330e-02, eta: 4 days, 19:23:22, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2016, top5_acc: 0.4273, loss_cls: 3.8436, loss: 3.8436, grad_norm: 2.0109 2020-07-24 15:53:06,330 - mmaction - INFO - Epoch [31][960/3757] lr: 9.330e-02, eta: 4 days, 18:49:15, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.2188, top5_acc: 0.4461, loss_cls: 3.7547, loss: 3.7547, grad_norm: 1.9944 2020-07-24 15:53:17,722 - mmaction - INFO - Epoch [31][980/3757] lr: 9.330e-02, eta: 4 days, 18:17:22, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2242, top5_acc: 0.4375, loss_cls: 3.7694, loss: 3.7694, grad_norm: 2.1151 2020-07-24 15:53:29,026 - mmaction - INFO - Epoch [31][1000/3757] lr: 9.330e-02, eta: 4 days, 17:46:04, time: 0.566, data_time: 0.001, memory: 5236, top1_acc: 0.2008, top5_acc: 0.4219, loss_cls: 3.8342, loss: 3.8342, grad_norm: 1.9887 2020-07-24 15:53:40,344 - mmaction - INFO - Epoch [31][1020/3757] lr: 9.330e-02, eta: 4 days, 17:15:55, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.2047, top5_acc: 0.4336, loss_cls: 3.7990, loss: 3.7990, grad_norm: 2.0374 2020-07-24 15:53:51,669 - mmaction - INFO - Epoch [31][1040/3757] lr: 9.330e-02, eta: 4 days, 16:47:05, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2133, top5_acc: 0.4359, loss_cls: 3.8007, loss: 3.8007, grad_norm: 1.9963 2020-07-24 15:54:02,989 - mmaction - INFO - Epoch [31][1060/3757] lr: 9.330e-02, eta: 4 days, 16:19:21, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2039, top5_acc: 0.4203, loss_cls: 3.8955, loss: 3.8955, grad_norm: 2.0165 2020-07-24 15:54:14,406 - mmaction - INFO - Epoch [31][1080/3757] lr: 9.330e-02, eta: 4 days, 15:53:19, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2250, top5_acc: 0.4570, loss_cls: 3.7490, loss: 3.7490, grad_norm: 1.9780 2020-07-24 15:54:25,735 - mmaction - INFO - Epoch [31][1100/3757] lr: 9.330e-02, eta: 4 days, 15:27:39, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2195, top5_acc: 0.4477, loss_cls: 3.7662, loss: 3.7662, grad_norm: 2.0209 2020-07-24 15:54:37,135 - mmaction - INFO - Epoch [31][1120/3757] lr: 9.330e-02, eta: 4 days, 15:03:16, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.1984, top5_acc: 0.4234, loss_cls: 3.8035, loss: 3.8035, grad_norm: 1.9751 2020-07-24 15:54:48,439 - mmaction - INFO - Epoch [31][1140/3757] lr: 9.330e-02, eta: 4 days, 14:39:10, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2062, top5_acc: 0.4234, loss_cls: 3.8319, loss: 3.8319, grad_norm: 2.0432 2020-07-24 15:54:59,639 - mmaction - INFO - Epoch [31][1160/3757] lr: 9.330e-02, eta: 4 days, 14:15:00, time: 0.560, data_time: 0.003, memory: 5236, top1_acc: 0.1961, top5_acc: 0.4164, loss_cls: 3.8356, loss: 3.8356, grad_norm: 1.9802 2020-07-24 15:55:11,028 - mmaction - INFO - Epoch [31][1180/3757] lr: 9.330e-02, eta: 4 days, 13:53:05, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2016, top5_acc: 0.4391, loss_cls: 3.7544, loss: 3.7544, grad_norm: 1.9877 2020-07-24 15:55:22,375 - mmaction - INFO - Epoch [31][1200/3757] lr: 9.330e-02, eta: 4 days, 13:31:38, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2164, top5_acc: 0.4484, loss_cls: 3.7851, loss: 3.7851, grad_norm: 2.0079 2020-07-24 15:55:33,841 - mmaction - INFO - Epoch [31][1220/3757] lr: 9.330e-02, eta: 4 days, 13:11:40, time: 0.573, data_time: 0.003, memory: 5236, top1_acc: 0.2008, top5_acc: 0.4305, loss_cls: 3.7974, loss: 3.7974, grad_norm: 2.0678 2020-07-24 15:55:45,225 - mmaction - INFO - Epoch [31][1240/3757] lr: 9.330e-02, eta: 4 days, 12:51:52, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2172, top5_acc: 0.4273, loss_cls: 3.8007, loss: 3.8007, grad_norm: 2.0814 2020-07-24 15:55:56,533 - mmaction - INFO - Epoch [31][1260/3757] lr: 9.330e-02, eta: 4 days, 12:32:05, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.2117, top5_acc: 0.4359, loss_cls: 3.8498, loss: 3.8498, grad_norm: 2.0370 2020-07-24 15:56:07,843 - mmaction - INFO - Epoch [31][1280/3757] lr: 9.330e-02, eta: 4 days, 12:12:51, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.2109, top5_acc: 0.4414, loss_cls: 3.7939, loss: 3.7939, grad_norm: 1.9435 2020-07-24 15:56:19,178 - mmaction - INFO - Epoch [31][1300/3757] lr: 9.330e-02, eta: 4 days, 11:54:29, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.1984, top5_acc: 0.4344, loss_cls: 3.7788, loss: 3.7788, grad_norm: 1.9682 2020-07-24 15:56:30,508 - mmaction - INFO - Epoch [31][1320/3757] lr: 9.330e-02, eta: 4 days, 11:36:35, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.1914, top5_acc: 0.4250, loss_cls: 3.8079, loss: 3.8079, grad_norm: 2.0438 2020-07-24 15:56:41,925 - mmaction - INFO - Epoch [31][1340/3757] lr: 9.330e-02, eta: 4 days, 11:19:46, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.1922, top5_acc: 0.4250, loss_cls: 3.9150, loss: 3.9150, grad_norm: 2.0082 2020-07-24 15:56:53,353 - mmaction - INFO - Epoch [31][1360/3757] lr: 9.330e-02, eta: 4 days, 11:03:37, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.2195, top5_acc: 0.4352, loss_cls: 3.7954, loss: 3.7954, grad_norm: 1.9761 2020-07-24 15:57:04,733 - mmaction - INFO - Epoch [31][1380/3757] lr: 9.330e-02, eta: 4 days, 10:47:31, time: 0.569, data_time: 0.002, memory: 5236, top1_acc: 0.2055, top5_acc: 0.4570, loss_cls: 3.7330, loss: 3.7330, grad_norm: 2.0355 2020-07-24 15:57:16,066 - mmaction - INFO - Epoch [31][1400/3757] lr: 9.330e-02, eta: 4 days, 10:31:38, time: 0.567, data_time: 0.001, memory: 5236, top1_acc: 0.1977, top5_acc: 0.4172, loss_cls: 3.8385, loss: 3.8385, grad_norm: 2.0408 2020-07-24 15:57:27,435 - mmaction - INFO - Epoch [31][1420/3757] lr: 9.330e-02, eta: 4 days, 10:16:24, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2008, top5_acc: 0.4148, loss_cls: 3.8530, loss: 3.8530, grad_norm: 2.0111 2020-07-24 15:57:38,784 - mmaction - INFO - Epoch [31][1440/3757] lr: 9.330e-02, eta: 4 days, 10:01:26, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.1992, top5_acc: 0.4266, loss_cls: 3.8230, loss: 3.8230, grad_norm: 1.9174 2020-07-24 15:57:50,203 - mmaction - INFO - Epoch [31][1460/3757] lr: 9.330e-02, eta: 4 days, 9:47:20, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2094, top5_acc: 0.4367, loss_cls: 3.8268, loss: 3.8268, grad_norm: 1.9828 2020-07-24 15:58:01,594 - mmaction - INFO - Epoch [31][1480/3757] lr: 9.330e-02, eta: 4 days, 9:33:21, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.1875, top5_acc: 0.4320, loss_cls: 3.8811, loss: 3.8811, grad_norm: 2.0085 2020-07-24 15:58:12,968 - mmaction - INFO - Epoch [31][1500/3757] lr: 9.330e-02, eta: 4 days, 9:19:50, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2047, top5_acc: 0.4266, loss_cls: 3.8564, loss: 3.8564, grad_norm: 1.9715 2020-07-24 15:58:24,345 - mmaction - INFO - Epoch [31][1520/3757] lr: 9.330e-02, eta: 4 days, 9:06:32, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2000, top5_acc: 0.4273, loss_cls: 3.8077, loss: 3.8077, grad_norm: 1.9355 2020-07-24 15:58:35,669 - mmaction - INFO - Epoch [31][1540/3757] lr: 9.330e-02, eta: 4 days, 8:53:18, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2078, top5_acc: 0.4133, loss_cls: 3.8973, loss: 3.8973, grad_norm: 1.9980 2020-07-24 15:58:47,074 - mmaction - INFO - Epoch [31][1560/3757] lr: 9.330e-02, eta: 4 days, 8:40:50, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.1961, top5_acc: 0.4328, loss_cls: 3.8368, loss: 3.8368, grad_norm: 1.9909 2020-07-24 15:58:58,540 - mmaction - INFO - Epoch [31][1580/3757] lr: 9.330e-02, eta: 4 days, 8:29:08, time: 0.574, data_time: 0.001, memory: 5236, top1_acc: 0.2313, top5_acc: 0.4461, loss_cls: 3.7942, loss: 3.7942, grad_norm: 1.9484 2020-07-24 15:59:09,936 - mmaction - INFO - Epoch [31][1600/3757] lr: 9.330e-02, eta: 4 days, 8:17:14, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.1859, top5_acc: 0.4148, loss_cls: 3.8934, loss: 3.8934, grad_norm: 2.0111 2020-07-24 15:59:21,357 - mmaction - INFO - Epoch [31][1620/3757] lr: 9.330e-02, eta: 4 days, 8:05:46, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.1977, top5_acc: 0.4344, loss_cls: 3.8548, loss: 3.8548, grad_norm: 1.9810 2020-07-24 15:59:32,677 - mmaction - INFO - Epoch [31][1640/3757] lr: 9.330e-02, eta: 4 days, 7:54:01, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2195, top5_acc: 0.4352, loss_cls: 3.7979, loss: 3.7979, grad_norm: 2.0128 2020-07-24 15:59:44,076 - mmaction - INFO - Epoch [31][1660/3757] lr: 9.330e-02, eta: 4 days, 7:43:02, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.1906, top5_acc: 0.4031, loss_cls: 3.9316, loss: 3.9316, grad_norm: 2.0296 2020-07-24 15:59:55,440 - mmaction - INFO - Epoch [31][1680/3757] lr: 9.330e-02, eta: 4 days, 7:32:02, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2000, top5_acc: 0.4195, loss_cls: 3.8521, loss: 3.8521, grad_norm: 1.9672 2020-07-24 16:00:11,467 - mmaction - INFO - Epoch [31][1700/3757] lr: 9.330e-02, eta: 4 days, 7:46:48, time: 0.799, data_time: 0.003, memory: 5236, top1_acc: 0.1992, top5_acc: 0.4375, loss_cls: 3.8266, loss: 3.8266, grad_norm: 1.9690 2020-07-24 16:00:22,944 - mmaction - INFO - Epoch [31][1720/3757] lr: 9.330e-02, eta: 4 days, 7:36:53, time: 0.576, data_time: 0.006, memory: 5236, top1_acc: 0.2047, top5_acc: 0.4250, loss_cls: 3.8000, loss: 3.8000, grad_norm: 2.0254 2020-07-24 16:00:34,427 - mmaction - INFO - Epoch [31][1740/3757] lr: 9.330e-02, eta: 4 days, 7:26:59, time: 0.574, data_time: 0.003, memory: 5236, top1_acc: 0.1984, top5_acc: 0.4211, loss_cls: 3.8873, loss: 3.8873, grad_norm: 2.0003 2020-07-24 16:00:45,916 - mmaction - INFO - Epoch [31][1760/3757] lr: 9.330e-02, eta: 4 days, 7:17:19, time: 0.574, data_time: 0.003, memory: 5236, top1_acc: 0.2008, top5_acc: 0.4477, loss_cls: 3.7404, loss: 3.7404, grad_norm: 1.9404 2020-07-24 16:00:57,310 - mmaction - INFO - Epoch [31][1780/3757] lr: 9.330e-02, eta: 4 days, 7:07:28, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2094, top5_acc: 0.4469, loss_cls: 3.7877, loss: 3.7877, grad_norm: 1.9983 2020-07-24 16:01:08,697 - mmaction - INFO - Epoch [31][1800/3757] lr: 9.330e-02, eta: 4 days, 6:57:42, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2125, top5_acc: 0.4289, loss_cls: 3.8644, loss: 3.8644, grad_norm: 2.0164 2020-07-24 16:01:20,054 - mmaction - INFO - Epoch [31][1820/3757] lr: 9.330e-02, eta: 4 days, 6:48:04, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2156, top5_acc: 0.4320, loss_cls: 3.8022, loss: 3.8022, grad_norm: 1.9833 2020-07-24 16:01:31,461 - mmaction - INFO - Epoch [31][1840/3757] lr: 9.330e-02, eta: 4 days, 6:38:49, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.1992, top5_acc: 0.4164, loss_cls: 3.8340, loss: 3.8340, grad_norm: 1.9684 2020-07-24 16:01:42,869 - mmaction - INFO - Epoch [31][1860/3757] lr: 9.330e-02, eta: 4 days, 6:29:45, time: 0.570, data_time: 0.002, memory: 5236, top1_acc: 0.2047, top5_acc: 0.4375, loss_cls: 3.7723, loss: 3.7723, grad_norm: 1.9889 2020-07-24 16:01:54,327 - mmaction - INFO - Epoch [31][1880/3757] lr: 9.330e-02, eta: 4 days, 6:21:13, time: 0.573, data_time: 0.003, memory: 5236, top1_acc: 0.2117, top5_acc: 0.4516, loss_cls: 3.7914, loss: 3.7914, grad_norm: 2.0271 2020-07-24 16:02:05,713 - mmaction - INFO - Epoch [31][1900/3757] lr: 9.330e-02, eta: 4 days, 6:12:21, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.1969, top5_acc: 0.4297, loss_cls: 3.8633, loss: 3.8633, grad_norm: 2.0223 2020-07-24 16:02:17,062 - mmaction - INFO - Epoch [31][1920/3757] lr: 9.330e-02, eta: 4 days, 6:03:34, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2195, top5_acc: 0.4609, loss_cls: 3.7451, loss: 3.7451, grad_norm: 1.9902 2020-07-24 16:02:28,514 - mmaction - INFO - Epoch [31][1940/3757] lr: 9.330e-02, eta: 4 days, 5:55:35, time: 0.574, data_time: 0.003, memory: 5236, top1_acc: 0.2031, top5_acc: 0.4453, loss_cls: 3.7891, loss: 3.7891, grad_norm: 2.0374 2020-07-24 16:02:39,924 - mmaction - INFO - Epoch [31][1960/3757] lr: 9.330e-02, eta: 4 days, 5:47:25, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2133, top5_acc: 0.4633, loss_cls: 3.6888, loss: 3.6888, grad_norm: 1.9834 2020-07-24 16:02:51,403 - mmaction - INFO - Epoch [31][1980/3757] lr: 9.330e-02, eta: 4 days, 5:39:48, time: 0.574, data_time: 0.003, memory: 5236, top1_acc: 0.2031, top5_acc: 0.4305, loss_cls: 3.8200, loss: 3.8200, grad_norm: 2.0299 2020-07-24 16:03:02,752 - mmaction - INFO - Epoch [31][2000/3757] lr: 9.330e-02, eta: 4 days, 5:31:42, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2055, top5_acc: 0.4406, loss_cls: 3.7992, loss: 3.7992, grad_norm: 2.0029 2020-07-24 16:03:14,275 - mmaction - INFO - Epoch [31][2020/3757] lr: 9.330e-02, eta: 4 days, 5:24:32, time: 0.576, data_time: 0.003, memory: 5236, top1_acc: 0.2203, top5_acc: 0.4531, loss_cls: 3.7623, loss: 3.7623, grad_norm: 2.0134 2020-07-24 16:03:25,712 - mmaction - INFO - Epoch [31][2040/3757] lr: 9.330e-02, eta: 4 days, 5:17:07, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.2070, top5_acc: 0.4258, loss_cls: 3.8191, loss: 3.8191, grad_norm: 2.0473 2020-07-24 16:03:37,189 - mmaction - INFO - Epoch [31][2060/3757] lr: 9.330e-02, eta: 4 days, 5:10:02, time: 0.574, data_time: 0.003, memory: 5236, top1_acc: 0.2000, top5_acc: 0.4242, loss_cls: 3.8438, loss: 3.8438, grad_norm: 2.0366 2020-07-24 16:03:49,904 - mmaction - INFO - Epoch [31][2080/3757] lr: 9.330e-02, eta: 4 days, 5:08:42, time: 0.636, data_time: 0.003, memory: 5236, top1_acc: 0.1844, top5_acc: 0.4164, loss_cls: 3.8835, loss: 3.8835, grad_norm: 2.0013 2020-07-24 16:04:03,255 - mmaction - INFO - Epoch [31][2100/3757] lr: 9.330e-02, eta: 4 days, 5:10:11, time: 0.668, data_time: 0.056, memory: 5236, top1_acc: 0.2008, top5_acc: 0.4352, loss_cls: 3.8657, loss: 3.8657, grad_norm: 1.9875 2020-07-24 16:04:17,296 - mmaction - INFO - Epoch [31][2120/3757] lr: 9.330e-02, eta: 4 days, 5:14:40, time: 0.702, data_time: 0.003, memory: 5236, top1_acc: 0.2188, top5_acc: 0.4391, loss_cls: 3.7739, loss: 3.7739, grad_norm: 1.9677 2020-07-24 16:04:33,781 - mmaction - INFO - Epoch [31][2140/3757] lr: 9.330e-02, eta: 4 days, 5:29:46, time: 0.824, data_time: 0.003, memory: 5236, top1_acc: 0.1961, top5_acc: 0.4148, loss_cls: 3.8229, loss: 3.8229, grad_norm: 2.0083 2020-07-24 16:04:46,251 - mmaction - INFO - Epoch [31][2160/3757] lr: 9.330e-02, eta: 4 days, 5:27:11, time: 0.623, data_time: 0.062, memory: 5236, top1_acc: 0.1992, top5_acc: 0.4422, loss_cls: 3.8215, loss: 3.8215, grad_norm: 1.9903 2020-07-24 16:05:04,872 - mmaction - INFO - Epoch [31][2180/3757] lr: 9.330e-02, eta: 4 days, 5:51:02, time: 0.931, data_time: 0.002, memory: 5236, top1_acc: 0.2234, top5_acc: 0.4320, loss_cls: 3.7541, loss: 3.7541, grad_norm: 2.0118 2020-07-24 16:05:19,613 - mmaction - INFO - Epoch [31][2200/3757] lr: 9.330e-02, eta: 4 days, 5:57:57, time: 0.737, data_time: 0.001, memory: 5236, top1_acc: 0.1969, top5_acc: 0.4297, loss_cls: 3.8157, loss: 3.8157, grad_norm: 1.9950 2020-07-24 16:05:34,442 - mmaction - INFO - Epoch [31][2220/3757] lr: 9.330e-02, eta: 4 days, 6:05:07, time: 0.741, data_time: 0.003, memory: 5236, top1_acc: 0.2094, top5_acc: 0.4227, loss_cls: 3.8397, loss: 3.8397, grad_norm: 1.9764 2020-07-24 16:05:52,795 - mmaction - INFO - Epoch [31][2240/3757] lr: 9.330e-02, eta: 4 days, 6:26:50, time: 0.917, data_time: 0.001, memory: 5236, top1_acc: 0.1969, top5_acc: 0.4375, loss_cls: 3.7973, loss: 3.7973, grad_norm: 2.0217 2020-07-24 16:06:06,818 - mmaction - INFO - Epoch [31][2260/3757] lr: 9.330e-02, eta: 4 days, 6:30:15, time: 0.701, data_time: 0.003, memory: 5236, top1_acc: 0.1992, top5_acc: 0.4398, loss_cls: 3.8532, loss: 3.8532, grad_norm: 2.0271 2020-07-24 16:06:19,979 - mmaction - INFO - Epoch [31][2280/3757] lr: 9.330e-02, eta: 4 days, 6:30:05, time: 0.658, data_time: 0.074, memory: 5236, top1_acc: 0.2102, top5_acc: 0.4453, loss_cls: 3.7491, loss: 3.7491, grad_norm: 2.0111 2020-07-24 16:06:32,369 - mmaction - INFO - Epoch [31][2300/3757] lr: 9.330e-02, eta: 4 days, 6:26:46, time: 0.619, data_time: 0.003, memory: 5236, top1_acc: 0.2156, top5_acc: 0.4219, loss_cls: 3.8296, loss: 3.8296, grad_norm: 2.0691 2020-07-24 16:06:43,659 - mmaction - INFO - Epoch [31][2320/3757] lr: 9.330e-02, eta: 4 days, 6:19:07, time: 0.565, data_time: 0.002, memory: 5236, top1_acc: 0.1961, top5_acc: 0.4055, loss_cls: 3.8838, loss: 3.8838, grad_norm: 2.0117 2020-07-24 16:06:55,047 - mmaction - INFO - Epoch [31][2340/3757] lr: 9.330e-02, eta: 4 days, 6:11:57, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2070, top5_acc: 0.4242, loss_cls: 3.9158, loss: 3.9158, grad_norm: 1.9329 2020-07-24 16:07:06,478 - mmaction - INFO - Epoch [31][2360/3757] lr: 9.330e-02, eta: 4 days, 6:05:03, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2125, top5_acc: 0.4234, loss_cls: 3.8674, loss: 3.8674, grad_norm: 1.9555 2020-07-24 16:07:18,879 - mmaction - INFO - Epoch [31][2380/3757] lr: 9.330e-02, eta: 4 days, 6:02:07, time: 0.620, data_time: 0.002, memory: 5236, top1_acc: 0.2016, top5_acc: 0.4188, loss_cls: 3.8809, loss: 3.8809, grad_norm: 2.0211 2020-07-24 16:07:30,336 - mmaction - INFO - Epoch [31][2400/3757] lr: 9.330e-02, eta: 4 days, 5:55:31, time: 0.573, data_time: 0.003, memory: 5236, top1_acc: 0.1922, top5_acc: 0.4211, loss_cls: 3.8661, loss: 3.8661, grad_norm: 1.9633 2020-07-24 16:07:42,845 - mmaction - INFO - Epoch [31][2420/3757] lr: 9.330e-02, eta: 4 days, 5:53:05, time: 0.625, data_time: 0.003, memory: 5236, top1_acc: 0.1945, top5_acc: 0.4227, loss_cls: 3.9007, loss: 3.9007, grad_norm: 1.9532 2020-07-24 16:07:54,247 - mmaction - INFO - Epoch [31][2440/3757] lr: 9.330e-02, eta: 4 days, 5:46:29, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2047, top5_acc: 0.4227, loss_cls: 3.8450, loss: 3.8450, grad_norm: 2.0253 2020-07-24 16:08:05,691 - mmaction - INFO - Epoch [31][2460/3757] lr: 9.330e-02, eta: 4 days, 5:40:06, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.1906, top5_acc: 0.4211, loss_cls: 3.8686, loss: 3.8686, grad_norm: 1.9561 2020-07-24 16:08:17,045 - mmaction - INFO - Epoch [31][2480/3757] lr: 9.330e-02, eta: 4 days, 5:33:31, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2203, top5_acc: 0.4469, loss_cls: 3.7795, loss: 3.7795, grad_norm: 1.9736 2020-07-24 16:08:28,433 - mmaction - INFO - Epoch [31][2500/3757] lr: 9.330e-02, eta: 4 days, 5:27:09, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2086, top5_acc: 0.4219, loss_cls: 3.8202, loss: 3.8202, grad_norm: 2.0246 2020-07-24 16:08:40,948 - mmaction - INFO - Epoch [31][2520/3757] lr: 9.330e-02, eta: 4 days, 5:25:04, time: 0.626, data_time: 0.003, memory: 5236, top1_acc: 0.2141, top5_acc: 0.4313, loss_cls: 3.8097, loss: 3.8097, grad_norm: 2.0298 2020-07-24 16:08:52,340 - mmaction - INFO - Epoch [31][2540/3757] lr: 9.330e-02, eta: 4 days, 5:18:50, time: 0.569, data_time: 0.002, memory: 5236, top1_acc: 0.1969, top5_acc: 0.4258, loss_cls: 3.8752, loss: 3.8752, grad_norm: 2.0408 2020-07-24 16:09:03,656 - mmaction - INFO - Epoch [31][2560/3757] lr: 9.330e-02, eta: 4 days, 5:12:28, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2078, top5_acc: 0.4180, loss_cls: 3.8410, loss: 3.8410, grad_norm: 1.9592 2020-07-24 16:09:15,004 - mmaction - INFO - Epoch [31][2580/3757] lr: 9.330e-02, eta: 4 days, 5:06:18, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.1930, top5_acc: 0.4406, loss_cls: 3.8094, loss: 3.8094, grad_norm: 1.9583 2020-07-24 16:09:26,413 - mmaction - INFO - Epoch [31][2600/3757] lr: 9.330e-02, eta: 4 days, 5:00:29, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.1906, top5_acc: 0.4188, loss_cls: 3.8812, loss: 3.8812, grad_norm: 1.9714 2020-07-24 16:09:37,786 - mmaction - INFO - Epoch [31][2620/3757] lr: 9.330e-02, eta: 4 days, 4:54:35, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2078, top5_acc: 0.4219, loss_cls: 3.8958, loss: 3.8958, grad_norm: 1.9392 2020-07-24 16:09:49,116 - mmaction - INFO - Epoch [31][2640/3757] lr: 9.330e-02, eta: 4 days, 4:48:37, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2109, top5_acc: 0.4156, loss_cls: 3.8281, loss: 3.8281, grad_norm: 1.9636 2020-07-24 16:10:00,441 - mmaction - INFO - Epoch [31][2660/3757] lr: 9.330e-02, eta: 4 days, 4:42:43, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.1945, top5_acc: 0.4227, loss_cls: 3.8411, loss: 3.8411, grad_norm: 2.0321 2020-07-24 16:10:11,813 - mmaction - INFO - Epoch [31][2680/3757] lr: 9.330e-02, eta: 4 days, 4:37:04, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2172, top5_acc: 0.4453, loss_cls: 3.7304, loss: 3.7304, grad_norm: 1.9978 2020-07-24 16:10:23,196 - mmaction - INFO - Epoch [31][2700/3757] lr: 9.330e-02, eta: 4 days, 4:31:32, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2148, top5_acc: 0.4641, loss_cls: 3.7244, loss: 3.7244, grad_norm: 2.0417 2020-07-24 16:10:34,553 - mmaction - INFO - Epoch [31][2720/3757] lr: 9.330e-02, eta: 4 days, 4:26:01, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2164, top5_acc: 0.4445, loss_cls: 3.7453, loss: 3.7453, grad_norm: 1.9883 2020-07-24 16:10:46,022 - mmaction - INFO - Epoch [31][2740/3757] lr: 9.330e-02, eta: 4 days, 4:20:57, time: 0.573, data_time: 0.003, memory: 5236, top1_acc: 0.2188, top5_acc: 0.4719, loss_cls: 3.6683, loss: 3.6683, grad_norm: 1.9705 2020-07-24 16:10:57,504 - mmaction - INFO - Epoch [31][2760/3757] lr: 9.330e-02, eta: 4 days, 4:15:57, time: 0.574, data_time: 0.003, memory: 5236, top1_acc: 0.1844, top5_acc: 0.4359, loss_cls: 3.8156, loss: 3.8156, grad_norm: 2.0445 2020-07-24 16:11:08,839 - mmaction - INFO - Epoch [31][2780/3757] lr: 9.330e-02, eta: 4 days, 4:10:36, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2086, top5_acc: 0.4406, loss_cls: 3.7775, loss: 3.7775, grad_norm: 2.0691 2020-07-24 16:11:20,262 - mmaction - INFO - Epoch [31][2800/3757] lr: 9.330e-02, eta: 4 days, 4:05:35, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.1773, top5_acc: 0.4094, loss_cls: 3.9025, loss: 3.9025, grad_norm: 2.0329 2020-07-24 16:11:31,657 - mmaction - INFO - Epoch [31][2820/3757] lr: 9.330e-02, eta: 4 days, 4:00:31, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.1875, top5_acc: 0.4172, loss_cls: 3.8696, loss: 3.8696, grad_norm: 1.9847 2020-07-24 16:11:43,075 - mmaction - INFO - Epoch [31][2840/3757] lr: 9.330e-02, eta: 4 days, 3:55:39, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.1914, top5_acc: 0.4266, loss_cls: 3.8778, loss: 3.8778, grad_norm: 1.9332 2020-07-24 16:11:54,532 - mmaction - INFO - Epoch [31][2860/3757] lr: 9.330e-02, eta: 4 days, 3:50:55, time: 0.572, data_time: 0.002, memory: 5236, top1_acc: 0.2242, top5_acc: 0.4445, loss_cls: 3.6645, loss: 3.6645, grad_norm: 1.9475 2020-07-24 16:12:05,864 - mmaction - INFO - Epoch [31][2880/3757] lr: 9.330e-02, eta: 4 days, 3:45:53, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.1984, top5_acc: 0.4414, loss_cls: 3.8119, loss: 3.8119, grad_norm: 2.0733 2020-07-24 16:12:17,286 - mmaction - INFO - Epoch [31][2900/3757] lr: 9.330e-02, eta: 4 days, 3:41:10, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.1961, top5_acc: 0.4234, loss_cls: 3.8879, loss: 3.8879, grad_norm: 2.0476 2020-07-24 16:12:28,670 - mmaction - INFO - Epoch [31][2920/3757] lr: 9.330e-02, eta: 4 days, 3:36:26, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2125, top5_acc: 0.4352, loss_cls: 3.8648, loss: 3.8648, grad_norm: 1.9872 2020-07-24 16:12:40,137 - mmaction - INFO - Epoch [31][2940/3757] lr: 9.330e-02, eta: 4 days, 3:32:00, time: 0.573, data_time: 0.003, memory: 5236, top1_acc: 0.2016, top5_acc: 0.4188, loss_cls: 3.8848, loss: 3.8848, grad_norm: 2.0101 2020-07-24 16:12:51,459 - mmaction - INFO - Epoch [31][2960/3757] lr: 9.330e-02, eta: 4 days, 3:27:12, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2055, top5_acc: 0.4188, loss_cls: 3.9171, loss: 3.9171, grad_norm: 1.9967 2020-07-24 16:13:02,867 - mmaction - INFO - Epoch [31][2980/3757] lr: 9.330e-02, eta: 4 days, 3:22:41, time: 0.570, data_time: 0.002, memory: 5236, top1_acc: 0.2070, top5_acc: 0.4594, loss_cls: 3.7350, loss: 3.7350, grad_norm: 1.9620 2020-07-24 16:13:14,179 - mmaction - INFO - Epoch [31][3000/3757] lr: 9.330e-02, eta: 4 days, 3:17:57, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2008, top5_acc: 0.4336, loss_cls: 3.7756, loss: 3.7756, grad_norm: 1.9674 2020-07-24 16:13:25,489 - mmaction - INFO - Epoch [31][3020/3757] lr: 9.330e-02, eta: 4 days, 3:13:15, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.1914, top5_acc: 0.4234, loss_cls: 3.8364, loss: 3.8364, grad_norm: 2.0192 2020-07-24 16:13:36,775 - mmaction - INFO - Epoch [31][3040/3757] lr: 9.330e-02, eta: 4 days, 3:08:35, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.1898, top5_acc: 0.4180, loss_cls: 3.9004, loss: 3.9004, grad_norm: 1.9785 2020-07-24 16:13:48,156 - mmaction - INFO - Epoch [31][3060/3757] lr: 9.330e-02, eta: 4 days, 3:04:13, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2141, top5_acc: 0.4375, loss_cls: 3.8180, loss: 3.8180, grad_norm: 2.0185 2020-07-24 16:13:59,578 - mmaction - INFO - Epoch [31][3080/3757] lr: 9.330e-02, eta: 4 days, 3:00:01, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2023, top5_acc: 0.4305, loss_cls: 3.8554, loss: 3.8554, grad_norm: 2.0219 2020-07-24 16:14:10,943 - mmaction - INFO - Epoch [31][3100/3757] lr: 9.330e-02, eta: 4 days, 2:55:45, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.1930, top5_acc: 0.4344, loss_cls: 3.7984, loss: 3.7984, grad_norm: 1.9658 2020-07-24 16:14:22,232 - mmaction - INFO - Epoch [31][3120/3757] lr: 9.330e-02, eta: 4 days, 2:51:19, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.2203, top5_acc: 0.4555, loss_cls: 3.7751, loss: 3.7751, grad_norm: 1.9368 2020-07-24 16:14:33,725 - mmaction - INFO - Epoch [31][3140/3757] lr: 9.330e-02, eta: 4 days, 2:47:29, time: 0.574, data_time: 0.003, memory: 5236, top1_acc: 0.1836, top5_acc: 0.4180, loss_cls: 3.9124, loss: 3.9124, grad_norm: 1.9730 2020-07-24 16:14:45,123 - mmaction - INFO - Epoch [31][3160/3757] lr: 9.330e-02, eta: 4 days, 2:43:28, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.1852, top5_acc: 0.4180, loss_cls: 3.9002, loss: 3.9002, grad_norm: 1.9632 2020-07-24 16:14:56,509 - mmaction - INFO - Epoch [31][3180/3757] lr: 9.330e-02, eta: 4 days, 2:39:25, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.1953, top5_acc: 0.4242, loss_cls: 3.8587, loss: 3.8587, grad_norm: 1.9678 2020-07-24 16:15:07,894 - mmaction - INFO - Epoch [31][3200/3757] lr: 9.330e-02, eta: 4 days, 2:35:27, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2141, top5_acc: 0.4430, loss_cls: 3.7755, loss: 3.7755, grad_norm: 1.9245 2020-07-24 16:15:19,394 - mmaction - INFO - Epoch [31][3220/3757] lr: 9.330e-02, eta: 4 days, 2:31:51, time: 0.575, data_time: 0.003, memory: 5236, top1_acc: 0.2094, top5_acc: 0.4414, loss_cls: 3.8344, loss: 3.8344, grad_norm: 2.0084 2020-07-24 16:15:30,660 - mmaction - INFO - Epoch [31][3240/3757] lr: 9.330e-02, eta: 4 days, 2:27:37, time: 0.563, data_time: 0.001, memory: 5236, top1_acc: 0.2359, top5_acc: 0.4586, loss_cls: 3.7208, loss: 3.7208, grad_norm: 2.0060 2020-07-24 16:15:42,029 - mmaction - INFO - Epoch [31][3260/3757] lr: 9.330e-02, eta: 4 days, 2:23:45, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.1852, top5_acc: 0.4219, loss_cls: 3.9036, loss: 3.9036, grad_norm: 2.0194 2020-07-24 16:15:53,418 - mmaction - INFO - Epoch [31][3280/3757] lr: 9.330e-02, eta: 4 days, 2:19:57, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.1906, top5_acc: 0.4156, loss_cls: 3.8732, loss: 3.8732, grad_norm: 1.9841 2020-07-24 16:16:04,809 - mmaction - INFO - Epoch [31][3300/3757] lr: 9.330e-02, eta: 4 days, 2:16:13, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.1961, top5_acc: 0.4180, loss_cls: 3.9264, loss: 3.9264, grad_norm: 1.9798 2020-07-24 16:16:16,351 - mmaction - INFO - Epoch [31][3320/3757] lr: 9.330e-02, eta: 4 days, 2:12:58, time: 0.577, data_time: 0.003, memory: 5236, top1_acc: 0.1891, top5_acc: 0.4320, loss_cls: 3.8119, loss: 3.8119, grad_norm: 2.0058 2020-07-24 16:16:27,717 - mmaction - INFO - Epoch [31][3340/3757] lr: 9.330e-02, eta: 4 days, 2:09:14, time: 0.568, data_time: 0.002, memory: 5236, top1_acc: 0.1961, top5_acc: 0.4211, loss_cls: 3.8667, loss: 3.8667, grad_norm: 1.9800 2020-07-24 16:16:39,147 - mmaction - INFO - Epoch [31][3360/3757] lr: 9.330e-02, eta: 4 days, 2:05:44, time: 0.571, data_time: 0.002, memory: 5236, top1_acc: 0.2062, top5_acc: 0.4531, loss_cls: 3.7480, loss: 3.7480, grad_norm: 2.0012 2020-07-24 16:16:50,530 - mmaction - INFO - Epoch [31][3380/3757] lr: 9.330e-02, eta: 4 days, 2:02:07, time: 0.569, data_time: 0.002, memory: 5236, top1_acc: 0.2008, top5_acc: 0.4258, loss_cls: 3.8616, loss: 3.8616, grad_norm: 2.0597 2020-07-24 16:17:01,930 - mmaction - INFO - Epoch [31][3400/3757] lr: 9.330e-02, eta: 4 days, 1:58:37, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2031, top5_acc: 0.3984, loss_cls: 3.8669, loss: 3.8669, grad_norm: 1.9388 2020-07-24 16:17:13,325 - mmaction - INFO - Epoch [31][3420/3757] lr: 9.330e-02, eta: 4 days, 1:55:09, time: 0.570, data_time: 0.002, memory: 5236, top1_acc: 0.2203, top5_acc: 0.4539, loss_cls: 3.7679, loss: 3.7679, grad_norm: 1.9457 2020-07-24 16:17:24,631 - mmaction - INFO - Epoch [31][3440/3757] lr: 9.330e-02, eta: 4 days, 1:51:26, time: 0.565, data_time: 0.002, memory: 5236, top1_acc: 0.2047, top5_acc: 0.4367, loss_cls: 3.7992, loss: 3.7992, grad_norm: 2.0200 2020-07-24 16:17:35,908 - mmaction - INFO - Epoch [31][3460/3757] lr: 9.330e-02, eta: 4 days, 1:47:44, time: 0.564, data_time: 0.003, memory: 5236, top1_acc: 0.2102, top5_acc: 0.4375, loss_cls: 3.7558, loss: 3.7558, grad_norm: 2.0113 2020-07-24 16:17:47,287 - mmaction - INFO - Epoch [31][3480/3757] lr: 9.330e-02, eta: 4 days, 1:44:19, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2109, top5_acc: 0.4484, loss_cls: 3.8321, loss: 3.8321, grad_norm: 2.0342 2020-07-24 16:17:58,745 - mmaction - INFO - Epoch [31][3500/3757] lr: 9.330e-02, eta: 4 days, 1:41:07, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.1977, top5_acc: 0.4078, loss_cls: 3.9148, loss: 3.9148, grad_norm: 2.0303 2020-07-24 16:18:10,099 - mmaction - INFO - Epoch [31][3520/3757] lr: 9.330e-02, eta: 4 days, 1:37:46, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.1992, top5_acc: 0.4148, loss_cls: 3.8852, loss: 3.8852, grad_norm: 1.9766 2020-07-24 16:18:21,425 - mmaction - INFO - Epoch [31][3540/3757] lr: 9.330e-02, eta: 4 days, 1:34:19, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2086, top5_acc: 0.4578, loss_cls: 3.8047, loss: 3.8047, grad_norm: 1.9249 2020-07-24 16:18:32,823 - mmaction - INFO - Epoch [31][3560/3757] lr: 9.330e-02, eta: 4 days, 1:31:06, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.1867, top5_acc: 0.4305, loss_cls: 3.8480, loss: 3.8480, grad_norm: 1.9708 2020-07-24 16:18:44,253 - mmaction - INFO - Epoch [31][3580/3757] lr: 9.330e-02, eta: 4 days, 1:27:59, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.1922, top5_acc: 0.4336, loss_cls: 3.8685, loss: 3.8685, grad_norm: 2.0343 2020-07-24 16:18:55,627 - mmaction - INFO - Epoch [31][3600/3757] lr: 9.330e-02, eta: 4 days, 1:24:47, time: 0.569, data_time: 0.004, memory: 5236, top1_acc: 0.1922, top5_acc: 0.4086, loss_cls: 3.9237, loss: 3.9237, grad_norm: 1.9526 2020-07-24 16:19:07,033 - mmaction - INFO - Epoch [31][3620/3757] lr: 9.330e-02, eta: 4 days, 1:21:41, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.1906, top5_acc: 0.4359, loss_cls: 3.8074, loss: 3.8074, grad_norm: 1.9769 2020-07-24 16:19:18,442 - mmaction - INFO - Epoch [31][3640/3757] lr: 9.330e-02, eta: 4 days, 1:18:35, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2062, top5_acc: 0.4211, loss_cls: 3.8917, loss: 3.8917, grad_norm: 2.0124 2020-07-24 16:19:29,829 - mmaction - INFO - Epoch [31][3660/3757] lr: 9.330e-02, eta: 4 days, 1:15:34, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.1875, top5_acc: 0.4281, loss_cls: 3.9327, loss: 3.9327, grad_norm: 1.9919 2020-07-24 16:19:41,299 - mmaction - INFO - Epoch [31][3680/3757] lr: 9.330e-02, eta: 4 days, 1:12:41, time: 0.573, data_time: 0.003, memory: 5236, top1_acc: 0.2102, top5_acc: 0.4336, loss_cls: 3.7713, loss: 3.7713, grad_norm: 1.9862 2020-07-24 16:19:52,738 - mmaction - INFO - Epoch [31][3700/3757] lr: 9.330e-02, eta: 4 days, 1:09:49, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.2070, top5_acc: 0.4430, loss_cls: 3.7987, loss: 3.7987, grad_norm: 2.0364 2020-07-24 16:20:04,083 - mmaction - INFO - Epoch [31][3720/3757] lr: 9.330e-02, eta: 4 days, 1:06:44, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.1961, top5_acc: 0.4297, loss_cls: 3.8907, loss: 3.8907, grad_norm: 1.9493 2020-07-24 16:20:15,508 - mmaction - INFO - Epoch [31][3740/3757] lr: 9.330e-02, eta: 4 days, 1:03:51, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2062, top5_acc: 0.4477, loss_cls: 3.7821, loss: 3.7821, grad_norm: 1.9517 2020-07-24 16:23:32,900 - mmaction - INFO - Epoch [32][20/3757] lr: 9.286e-02, eta: 4 days, 7:33:29, time: 9.049, data_time: 8.357, memory: 5236, top1_acc: 0.2273, top5_acc: 0.4328, loss_cls: 3.7977, loss: 3.7977, grad_norm: 1.9954 2020-07-24 16:23:44,114 - mmaction - INFO - Epoch [32][40/3757] lr: 9.286e-02, eta: 4 days, 7:28:08, time: 0.562, data_time: 0.002, memory: 5236, top1_acc: 0.2000, top5_acc: 0.4289, loss_cls: 3.8479, loss: 3.8479, grad_norm: 1.9584 2020-07-24 16:23:55,401 - mmaction - INFO - Epoch [32][60/3757] lr: 9.286e-02, eta: 4 days, 7:22:57, time: 0.564, data_time: 0.002, memory: 5236, top1_acc: 0.1953, top5_acc: 0.4211, loss_cls: 3.7929, loss: 3.7929, grad_norm: 1.9477 2020-07-24 16:24:06,653 - mmaction - INFO - Epoch [32][80/3757] lr: 9.286e-02, eta: 4 days, 7:17:45, time: 0.563, data_time: 0.003, memory: 5236, top1_acc: 0.2078, top5_acc: 0.4320, loss_cls: 3.8066, loss: 3.8066, grad_norm: 2.0262 2020-07-24 16:24:17,902 - mmaction - INFO - Epoch [32][100/3757] lr: 9.286e-02, eta: 4 days, 7:12:37, time: 0.563, data_time: 0.003, memory: 5236, top1_acc: 0.2086, top5_acc: 0.4508, loss_cls: 3.7292, loss: 3.7292, grad_norm: 1.9803 2020-07-24 16:24:29,245 - mmaction - INFO - Epoch [32][120/3757] lr: 9.286e-02, eta: 4 days, 7:07:43, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2172, top5_acc: 0.4281, loss_cls: 3.8507, loss: 3.8507, grad_norm: 2.0252 2020-07-24 16:24:40,537 - mmaction - INFO - Epoch [32][140/3757] lr: 9.286e-02, eta: 4 days, 7:02:47, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.2266, top5_acc: 0.4328, loss_cls: 3.7641, loss: 3.7641, grad_norm: 1.9826 2020-07-24 16:24:51,875 - mmaction - INFO - Epoch [32][160/3757] lr: 9.286e-02, eta: 4 days, 6:57:58, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.1992, top5_acc: 0.4367, loss_cls: 3.7947, loss: 3.7947, grad_norm: 2.0681 2020-07-24 16:25:03,179 - mmaction - INFO - Epoch [32][180/3757] lr: 9.286e-02, eta: 4 days, 6:53:10, time: 0.566, data_time: 0.004, memory: 5236, top1_acc: 0.2250, top5_acc: 0.4555, loss_cls: 3.7419, loss: 3.7419, grad_norm: 2.0066 2020-07-24 16:25:14,474 - mmaction - INFO - Epoch [32][200/3757] lr: 9.286e-02, eta: 4 days, 6:48:23, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.2047, top5_acc: 0.4211, loss_cls: 3.8344, loss: 3.8344, grad_norm: 2.0061 2020-07-24 16:25:25,829 - mmaction - INFO - Epoch [32][220/3757] lr: 9.286e-02, eta: 4 days, 6:43:45, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2156, top5_acc: 0.4305, loss_cls: 3.8228, loss: 3.8228, grad_norm: 1.9603 2020-07-24 16:25:37,185 - mmaction - INFO - Epoch [32][240/3757] lr: 9.286e-02, eta: 4 days, 6:39:12, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2102, top5_acc: 0.4313, loss_cls: 3.7671, loss: 3.7671, grad_norm: 1.9865 2020-07-24 16:25:48,574 - mmaction - INFO - Epoch [32][260/3757] lr: 9.286e-02, eta: 4 days, 6:34:43, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.1984, top5_acc: 0.4453, loss_cls: 3.8378, loss: 3.8378, grad_norm: 2.0188 2020-07-24 16:25:59,889 - mmaction - INFO - Epoch [32][280/3757] lr: 9.286e-02, eta: 4 days, 6:30:11, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.1984, top5_acc: 0.4367, loss_cls: 3.8063, loss: 3.8063, grad_norm: 2.0809 2020-07-24 16:26:11,200 - mmaction - INFO - Epoch [32][300/3757] lr: 9.286e-02, eta: 4 days, 6:25:38, time: 0.566, data_time: 0.002, memory: 5236, top1_acc: 0.2078, top5_acc: 0.4445, loss_cls: 3.8022, loss: 3.8022, grad_norm: 2.0400 2020-07-24 16:26:22,531 - mmaction - INFO - Epoch [32][320/3757] lr: 9.286e-02, eta: 4 days, 6:21:11, time: 0.567, data_time: 0.002, memory: 5236, top1_acc: 0.2109, top5_acc: 0.4336, loss_cls: 3.8277, loss: 3.8277, grad_norm: 2.0061 2020-07-24 16:26:33,857 - mmaction - INFO - Epoch [32][340/3757] lr: 9.286e-02, eta: 4 days, 6:16:46, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2148, top5_acc: 0.4414, loss_cls: 3.7427, loss: 3.7427, grad_norm: 2.0246 2020-07-24 16:26:45,262 - mmaction - INFO - Epoch [32][360/3757] lr: 9.286e-02, eta: 4 days, 6:12:33, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2047, top5_acc: 0.4055, loss_cls: 3.8639, loss: 3.8639, grad_norm: 2.0428 2020-07-24 16:26:56,653 - mmaction - INFO - Epoch [32][380/3757] lr: 9.286e-02, eta: 4 days, 6:08:22, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2203, top5_acc: 0.4484, loss_cls: 3.7436, loss: 3.7436, grad_norm: 2.0225 2020-07-24 16:27:07,999 - mmaction - INFO - Epoch [32][400/3757] lr: 9.286e-02, eta: 4 days, 6:04:06, time: 0.567, data_time: 0.002, memory: 5236, top1_acc: 0.1938, top5_acc: 0.4250, loss_cls: 3.8096, loss: 3.8096, grad_norm: 1.9639 2020-07-24 16:27:19,337 - mmaction - INFO - Epoch [32][420/3757] lr: 9.286e-02, eta: 4 days, 5:59:52, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2164, top5_acc: 0.4609, loss_cls: 3.7462, loss: 3.7462, grad_norm: 1.9935 2020-07-24 16:27:30,786 - mmaction - INFO - Epoch [32][440/3757] lr: 9.286e-02, eta: 4 days, 5:55:55, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.2109, top5_acc: 0.4437, loss_cls: 3.7903, loss: 3.7903, grad_norm: 2.0048 2020-07-24 16:27:42,067 - mmaction - INFO - Epoch [32][460/3757] lr: 9.286e-02, eta: 4 days, 5:51:39, time: 0.564, data_time: 0.003, memory: 5236, top1_acc: 0.1984, top5_acc: 0.4328, loss_cls: 3.8644, loss: 3.8644, grad_norm: 1.9718 2020-07-24 16:27:53,485 - mmaction - INFO - Epoch [32][480/3757] lr: 9.286e-02, eta: 4 days, 5:47:42, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.1961, top5_acc: 0.4328, loss_cls: 3.8264, loss: 3.8264, grad_norm: 2.0242 2020-07-24 16:28:04,836 - mmaction - INFO - Epoch [32][500/3757] lr: 9.286e-02, eta: 4 days, 5:43:38, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2016, top5_acc: 0.4359, loss_cls: 3.8199, loss: 3.8199, grad_norm: 2.0615 2020-07-24 16:28:16,111 - mmaction - INFO - Epoch [32][520/3757] lr: 9.286e-02, eta: 4 days, 5:39:26, time: 0.563, data_time: 0.003, memory: 5236, top1_acc: 0.1906, top5_acc: 0.4266, loss_cls: 3.8038, loss: 3.8038, grad_norm: 2.0386 2020-07-24 16:28:27,395 - mmaction - INFO - Epoch [32][540/3757] lr: 9.286e-02, eta: 4 days, 5:35:19, time: 0.564, data_time: 0.003, memory: 5236, top1_acc: 0.2047, top5_acc: 0.4320, loss_cls: 3.8095, loss: 3.8095, grad_norm: 2.0197 2020-07-24 16:28:38,739 - mmaction - INFO - Epoch [32][560/3757] lr: 9.286e-02, eta: 4 days, 5:31:21, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2156, top5_acc: 0.4375, loss_cls: 3.7536, loss: 3.7536, grad_norm: 2.0481 2020-07-24 16:28:50,145 - mmaction - INFO - Epoch [32][580/3757] lr: 9.286e-02, eta: 4 days, 5:27:31, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2039, top5_acc: 0.4289, loss_cls: 3.8454, loss: 3.8454, grad_norm: 2.0253 2020-07-24 16:29:01,407 - mmaction - INFO - Epoch [32][600/3757] lr: 9.286e-02, eta: 4 days, 5:23:26, time: 0.563, data_time: 0.003, memory: 5236, top1_acc: 0.1984, top5_acc: 0.4266, loss_cls: 3.8553, loss: 3.8553, grad_norm: 1.9867 2020-07-24 16:29:12,759 - mmaction - INFO - Epoch [32][620/3757] lr: 9.286e-02, eta: 4 days, 5:19:39, time: 0.569, data_time: 0.004, memory: 5236, top1_acc: 0.2047, top5_acc: 0.4461, loss_cls: 3.8101, loss: 3.8101, grad_norm: 1.9884 2020-07-24 16:29:24,150 - mmaction - INFO - Epoch [32][640/3757] lr: 9.286e-02, eta: 4 days, 5:15:53, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2023, top5_acc: 0.4641, loss_cls: 3.7677, loss: 3.7677, grad_norm: 2.0025 2020-07-24 16:29:35,530 - mmaction - INFO - Epoch [32][660/3757] lr: 9.286e-02, eta: 4 days, 5:12:11, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.1930, top5_acc: 0.4352, loss_cls: 3.8151, loss: 3.8151, grad_norm: 2.0381 2020-07-24 16:29:46,930 - mmaction - INFO - Epoch [32][680/3757] lr: 9.286e-02, eta: 4 days, 5:08:32, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.1945, top5_acc: 0.4297, loss_cls: 3.8480, loss: 3.8480, grad_norm: 1.9828 2020-07-24 16:29:58,242 - mmaction - INFO - Epoch [32][700/3757] lr: 9.286e-02, eta: 4 days, 5:04:45, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2320, top5_acc: 0.4539, loss_cls: 3.7218, loss: 3.7218, grad_norm: 1.9580 2020-07-24 16:30:09,586 - mmaction - INFO - Epoch [32][720/3757] lr: 9.286e-02, eta: 4 days, 5:01:03, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.1992, top5_acc: 0.4141, loss_cls: 3.8739, loss: 3.8739, grad_norm: 2.0559 2020-07-24 16:30:21,006 - mmaction - INFO - Epoch [32][740/3757] lr: 9.286e-02, eta: 4 days, 4:57:33, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2203, top5_acc: 0.4352, loss_cls: 3.7977, loss: 3.7977, grad_norm: 1.9487 2020-07-24 16:30:32,499 - mmaction - INFO - Epoch [32][760/3757] lr: 9.286e-02, eta: 4 days, 4:54:13, time: 0.575, data_time: 0.003, memory: 5236, top1_acc: 0.2117, top5_acc: 0.4250, loss_cls: 3.8100, loss: 3.8100, grad_norm: 1.9315 2020-07-24 16:30:43,861 - mmaction - INFO - Epoch [32][780/3757] lr: 9.286e-02, eta: 4 days, 4:50:38, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2086, top5_acc: 0.4383, loss_cls: 3.7652, loss: 3.7652, grad_norm: 1.9557 2020-07-24 16:30:55,187 - mmaction - INFO - Epoch [32][800/3757] lr: 9.286e-02, eta: 4 days, 4:47:01, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2344, top5_acc: 0.4664, loss_cls: 3.6668, loss: 3.6668, grad_norm: 2.0070 2020-07-24 16:31:06,530 - mmaction - INFO - Epoch [32][820/3757] lr: 9.286e-02, eta: 4 days, 4:43:28, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2156, top5_acc: 0.4531, loss_cls: 3.7334, loss: 3.7334, grad_norm: 2.0369 2020-07-24 16:31:17,821 - mmaction - INFO - Epoch [32][840/3757] lr: 9.286e-02, eta: 4 days, 4:39:51, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.2188, top5_acc: 0.4336, loss_cls: 3.7444, loss: 3.7444, grad_norm: 1.9956 2020-07-24 16:31:29,141 - mmaction - INFO - Epoch [32][860/3757] lr: 9.286e-02, eta: 4 days, 4:36:18, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2016, top5_acc: 0.4258, loss_cls: 3.8322, loss: 3.8322, grad_norm: 2.0275 2020-07-24 16:31:40,529 - mmaction - INFO - Epoch [32][880/3757] lr: 9.286e-02, eta: 4 days, 4:32:55, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2250, top5_acc: 0.4555, loss_cls: 3.7360, loss: 3.7360, grad_norm: 1.9615 2020-07-24 16:31:51,938 - mmaction - INFO - Epoch [32][900/3757] lr: 9.286e-02, eta: 4 days, 4:29:37, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.1992, top5_acc: 0.4289, loss_cls: 3.7793, loss: 3.7793, grad_norm: 2.0547 2020-07-24 16:32:03,301 - mmaction - INFO - Epoch [32][920/3757] lr: 9.286e-02, eta: 4 days, 4:26:15, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2211, top5_acc: 0.4469, loss_cls: 3.7510, loss: 3.7510, grad_norm: 2.0716 2020-07-24 16:32:14,767 - mmaction - INFO - Epoch [32][940/3757] lr: 9.286e-02, eta: 4 days, 4:23:07, time: 0.574, data_time: 0.003, memory: 5236, top1_acc: 0.1938, top5_acc: 0.4453, loss_cls: 3.8218, loss: 3.8218, grad_norm: 2.0808 2020-07-24 16:32:26,042 - mmaction - INFO - Epoch [32][960/3757] lr: 9.286e-02, eta: 4 days, 4:19:37, time: 0.563, data_time: 0.003, memory: 5236, top1_acc: 0.2086, top5_acc: 0.4398, loss_cls: 3.8228, loss: 3.8228, grad_norm: 2.0076 2020-07-24 16:32:37,419 - mmaction - INFO - Epoch [32][980/3757] lr: 9.286e-02, eta: 4 days, 4:16:22, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2055, top5_acc: 0.4398, loss_cls: 3.7762, loss: 3.7762, grad_norm: 1.9850 2020-07-24 16:32:48,854 - mmaction - INFO - Epoch [32][1000/3757] lr: 9.286e-02, eta: 4 days, 4:13:13, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2133, top5_acc: 0.4227, loss_cls: 3.8425, loss: 3.8425, grad_norm: 1.9881 2020-07-24 16:33:00,259 - mmaction - INFO - Epoch [32][1020/3757] lr: 9.286e-02, eta: 4 days, 4:10:06, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2211, top5_acc: 0.4484, loss_cls: 3.6840, loss: 3.6840, grad_norm: 1.9600 2020-07-24 16:33:11,644 - mmaction - INFO - Epoch [32][1040/3757] lr: 9.286e-02, eta: 4 days, 4:06:55, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2172, top5_acc: 0.4289, loss_cls: 3.8331, loss: 3.8331, grad_norm: 2.0189 2020-07-24 16:33:22,973 - mmaction - INFO - Epoch [32][1060/3757] lr: 9.286e-02, eta: 4 days, 4:03:40, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2062, top5_acc: 0.4430, loss_cls: 3.7768, loss: 3.7768, grad_norm: 2.0186 2020-07-24 16:33:34,332 - mmaction - INFO - Epoch [32][1080/3757] lr: 9.286e-02, eta: 4 days, 4:00:30, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2164, top5_acc: 0.4406, loss_cls: 3.7663, loss: 3.7663, grad_norm: 2.0110 2020-07-24 16:33:45,632 - mmaction - INFO - Epoch [32][1100/3757] lr: 9.286e-02, eta: 4 days, 3:57:14, time: 0.565, data_time: 0.002, memory: 5236, top1_acc: 0.2117, top5_acc: 0.4383, loss_cls: 3.7891, loss: 3.7891, grad_norm: 2.0339 2020-07-24 16:33:57,023 - mmaction - INFO - Epoch [32][1120/3757] lr: 9.286e-02, eta: 4 days, 3:54:11, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2008, top5_acc: 0.4461, loss_cls: 3.8275, loss: 3.8275, grad_norm: 2.0159 2020-07-24 16:34:08,304 - mmaction - INFO - Epoch [32][1140/3757] lr: 9.286e-02, eta: 4 days, 3:50:56, time: 0.564, data_time: 0.003, memory: 5236, top1_acc: 0.2211, top5_acc: 0.4602, loss_cls: 3.7452, loss: 3.7452, grad_norm: 2.0074 2020-07-24 16:34:19,683 - mmaction - INFO - Epoch [32][1160/3757] lr: 9.286e-02, eta: 4 days, 3:47:53, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2164, top5_acc: 0.4430, loss_cls: 3.8016, loss: 3.8016, grad_norm: 1.9651 2020-07-24 16:34:31,062 - mmaction - INFO - Epoch [32][1180/3757] lr: 9.286e-02, eta: 4 days, 3:44:53, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2070, top5_acc: 0.4547, loss_cls: 3.7547, loss: 3.7547, grad_norm: 1.9744 2020-07-24 16:34:42,465 - mmaction - INFO - Epoch [32][1200/3757] lr: 9.286e-02, eta: 4 days, 3:41:57, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2086, top5_acc: 0.4445, loss_cls: 3.8159, loss: 3.8159, grad_norm: 2.0080 2020-07-24 16:34:53,840 - mmaction - INFO - Epoch [32][1220/3757] lr: 9.286e-02, eta: 4 days, 3:38:57, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.1953, top5_acc: 0.4336, loss_cls: 3.8100, loss: 3.8100, grad_norm: 2.0373 2020-07-24 16:35:05,181 - mmaction - INFO - Epoch [32][1240/3757] lr: 9.286e-02, eta: 4 days, 3:35:57, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2164, top5_acc: 0.4414, loss_cls: 3.7688, loss: 3.7688, grad_norm: 2.0188 2020-07-24 16:35:16,549 - mmaction - INFO - Epoch [32][1260/3757] lr: 9.286e-02, eta: 4 days, 3:33:00, time: 0.568, data_time: 0.002, memory: 5236, top1_acc: 0.2070, top5_acc: 0.4391, loss_cls: 3.8116, loss: 3.8116, grad_norm: 2.0075 2020-07-24 16:35:27,976 - mmaction - INFO - Epoch [32][1280/3757] lr: 9.286e-02, eta: 4 days, 3:30:11, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.1828, top5_acc: 0.4195, loss_cls: 3.9065, loss: 3.9065, grad_norm: 1.9630 2020-07-24 16:35:39,358 - mmaction - INFO - Epoch [32][1300/3757] lr: 9.286e-02, eta: 4 days, 3:27:19, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2055, top5_acc: 0.4539, loss_cls: 3.7675, loss: 3.7675, grad_norm: 1.9710 2020-07-24 16:35:50,758 - mmaction - INFO - Epoch [32][1320/3757] lr: 9.286e-02, eta: 4 days, 3:24:28, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2148, top5_acc: 0.4594, loss_cls: 3.7429, loss: 3.7429, grad_norm: 2.0334 2020-07-24 16:36:02,173 - mmaction - INFO - Epoch [32][1340/3757] lr: 9.286e-02, eta: 4 days, 3:21:43, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.1906, top5_acc: 0.4281, loss_cls: 3.8168, loss: 3.8168, grad_norm: 1.9880 2020-07-24 16:36:13,609 - mmaction - INFO - Epoch [32][1360/3757] lr: 9.286e-02, eta: 4 days, 3:19:00, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.2031, top5_acc: 0.4344, loss_cls: 3.7783, loss: 3.7783, grad_norm: 1.9973 2020-07-24 16:36:25,065 - mmaction - INFO - Epoch [32][1380/3757] lr: 9.286e-02, eta: 4 days, 3:16:21, time: 0.573, data_time: 0.003, memory: 5236, top1_acc: 0.2055, top5_acc: 0.4414, loss_cls: 3.7754, loss: 3.7754, grad_norm: 1.9930 2020-07-24 16:36:36,471 - mmaction - INFO - Epoch [32][1400/3757] lr: 9.286e-02, eta: 4 days, 3:13:36, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2055, top5_acc: 0.4336, loss_cls: 3.8106, loss: 3.8106, grad_norm: 2.0272 2020-07-24 16:36:47,867 - mmaction - INFO - Epoch [32][1420/3757] lr: 9.286e-02, eta: 4 days, 3:10:54, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2242, top5_acc: 0.4430, loss_cls: 3.7840, loss: 3.7840, grad_norm: 1.9749 2020-07-24 16:36:59,209 - mmaction - INFO - Epoch [32][1440/3757] lr: 9.286e-02, eta: 4 days, 3:08:05, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.1898, top5_acc: 0.4203, loss_cls: 3.8502, loss: 3.8502, grad_norm: 2.0159 2020-07-24 16:37:10,480 - mmaction - INFO - Epoch [32][1460/3757] lr: 9.286e-02, eta: 4 days, 3:05:10, time: 0.563, data_time: 0.002, memory: 5236, top1_acc: 0.2047, top5_acc: 0.4203, loss_cls: 3.8170, loss: 3.8170, grad_norm: 1.9713 2020-07-24 16:37:21,847 - mmaction - INFO - Epoch [32][1480/3757] lr: 9.286e-02, eta: 4 days, 3:02:28, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2062, top5_acc: 0.4094, loss_cls: 3.8785, loss: 3.8785, grad_norm: 2.0333 2020-07-24 16:37:33,186 - mmaction - INFO - Epoch [32][1500/3757] lr: 9.286e-02, eta: 4 days, 2:59:41, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2031, top5_acc: 0.4562, loss_cls: 3.7568, loss: 3.7568, grad_norm: 1.9969 2020-07-24 16:37:44,592 - mmaction - INFO - Epoch [32][1520/3757] lr: 9.286e-02, eta: 4 days, 2:57:05, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2180, top5_acc: 0.4414, loss_cls: 3.7552, loss: 3.7552, grad_norm: 1.9961 2020-07-24 16:37:55,849 - mmaction - INFO - Epoch [32][1540/3757] lr: 9.286e-02, eta: 4 days, 2:54:14, time: 0.563, data_time: 0.003, memory: 5236, top1_acc: 0.1930, top5_acc: 0.4195, loss_cls: 3.8849, loss: 3.8849, grad_norm: 2.0434 2020-07-24 16:38:07,240 - mmaction - INFO - Epoch [32][1560/3757] lr: 9.286e-02, eta: 4 days, 2:51:38, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2008, top5_acc: 0.4328, loss_cls: 3.8210, loss: 3.8210, grad_norm: 2.0021 2020-07-24 16:38:18,604 - mmaction - INFO - Epoch [32][1580/3757] lr: 9.286e-02, eta: 4 days, 2:49:00, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2117, top5_acc: 0.4305, loss_cls: 3.7920, loss: 3.7920, grad_norm: 2.0214 2020-07-24 16:38:29,992 - mmaction - INFO - Epoch [32][1600/3757] lr: 9.286e-02, eta: 4 days, 2:46:26, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.1898, top5_acc: 0.4313, loss_cls: 3.8413, loss: 3.8413, grad_norm: 2.0496 2020-07-24 16:38:41,392 - mmaction - INFO - Epoch [32][1620/3757] lr: 9.286e-02, eta: 4 days, 2:43:54, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.1930, top5_acc: 0.4391, loss_cls: 3.8098, loss: 3.8098, grad_norm: 1.9616 2020-07-24 16:38:52,769 - mmaction - INFO - Epoch [32][1640/3757] lr: 9.286e-02, eta: 4 days, 2:41:20, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.1922, top5_acc: 0.4242, loss_cls: 3.8645, loss: 3.8645, grad_norm: 2.0095 2020-07-24 16:39:04,298 - mmaction - INFO - Epoch [32][1660/3757] lr: 9.286e-02, eta: 4 days, 2:39:04, time: 0.577, data_time: 0.003, memory: 5236, top1_acc: 0.2211, top5_acc: 0.4445, loss_cls: 3.8153, loss: 3.8153, grad_norm: 1.9969 2020-07-24 16:39:15,725 - mmaction - INFO - Epoch [32][1680/3757] lr: 9.286e-02, eta: 4 days, 2:36:37, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2234, top5_acc: 0.4336, loss_cls: 3.8067, loss: 3.8067, grad_norm: 2.0002 2020-07-24 16:39:27,006 - mmaction - INFO - Epoch [32][1700/3757] lr: 9.286e-02, eta: 4 days, 2:33:58, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.2047, top5_acc: 0.4289, loss_cls: 3.7954, loss: 3.7954, grad_norm: 2.0277 2020-07-24 16:39:38,429 - mmaction - INFO - Epoch [32][1720/3757] lr: 9.286e-02, eta: 4 days, 2:31:34, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2055, top5_acc: 0.4508, loss_cls: 3.7580, loss: 3.7580, grad_norm: 2.0279 2020-07-24 16:39:49,849 - mmaction - INFO - Epoch [32][1740/3757] lr: 9.286e-02, eta: 4 days, 2:29:09, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.1992, top5_acc: 0.4289, loss_cls: 3.8580, loss: 3.8580, grad_norm: 2.0241 2020-07-24 16:40:01,175 - mmaction - INFO - Epoch [32][1760/3757] lr: 9.286e-02, eta: 4 days, 2:26:38, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.1969, top5_acc: 0.4359, loss_cls: 3.7777, loss: 3.7777, grad_norm: 1.9782 2020-07-24 16:40:12,562 - mmaction - INFO - Epoch [32][1780/3757] lr: 9.286e-02, eta: 4 days, 2:24:12, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.1906, top5_acc: 0.4195, loss_cls: 3.9034, loss: 3.9034, grad_norm: 2.0924 2020-07-24 16:40:23,863 - mmaction - INFO - Epoch [32][1800/3757] lr: 9.286e-02, eta: 4 days, 2:21:40, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2211, top5_acc: 0.4539, loss_cls: 3.7706, loss: 3.7706, grad_norm: 2.0334 2020-07-24 16:40:35,271 - mmaction - INFO - Epoch [32][1820/3757] lr: 9.286e-02, eta: 4 days, 2:19:17, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.1742, top5_acc: 0.3961, loss_cls: 3.9533, loss: 3.9533, grad_norm: 2.0044 2020-07-24 16:40:46,615 - mmaction - INFO - Epoch [32][1840/3757] lr: 9.286e-02, eta: 4 days, 2:16:50, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2398, top5_acc: 0.4602, loss_cls: 3.7031, loss: 3.7031, grad_norm: 1.9916 2020-07-24 16:40:57,969 - mmaction - INFO - Epoch [32][1860/3757] lr: 9.286e-02, eta: 4 days, 2:14:27, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.1906, top5_acc: 0.4258, loss_cls: 3.8305, loss: 3.8305, grad_norm: 2.0624 2020-07-24 16:41:09,267 - mmaction - INFO - Epoch [32][1880/3757] lr: 9.286e-02, eta: 4 days, 2:11:58, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.2109, top5_acc: 0.4352, loss_cls: 3.8167, loss: 3.8167, grad_norm: 2.0216 2020-07-24 16:41:20,612 - mmaction - INFO - Epoch [32][1900/3757] lr: 9.286e-02, eta: 4 days, 2:09:34, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2109, top5_acc: 0.4188, loss_cls: 3.9177, loss: 3.9177, grad_norm: 2.0106 2020-07-24 16:41:32,001 - mmaction - INFO - Epoch [32][1920/3757] lr: 9.286e-02, eta: 4 days, 2:07:15, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2211, top5_acc: 0.4531, loss_cls: 3.7276, loss: 3.7276, grad_norm: 1.9234 2020-07-24 16:41:43,389 - mmaction - INFO - Epoch [32][1940/3757] lr: 9.286e-02, eta: 4 days, 2:04:57, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2016, top5_acc: 0.4336, loss_cls: 3.7836, loss: 3.7836, grad_norm: 2.0086 2020-07-24 16:41:54,623 - mmaction - INFO - Epoch [32][1960/3757] lr: 9.286e-02, eta: 4 days, 2:02:26, time: 0.562, data_time: 0.003, memory: 5236, top1_acc: 0.1859, top5_acc: 0.4242, loss_cls: 3.8624, loss: 3.8624, grad_norm: 2.0312 2020-07-24 16:42:06,012 - mmaction - INFO - Epoch [32][1980/3757] lr: 9.286e-02, eta: 4 days, 2:00:11, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2039, top5_acc: 0.4211, loss_cls: 3.8474, loss: 3.8474, grad_norm: 1.9628 2020-07-24 16:42:17,348 - mmaction - INFO - Epoch [32][2000/3757] lr: 9.286e-02, eta: 4 days, 1:57:50, time: 0.566, data_time: 0.002, memory: 5236, top1_acc: 0.2016, top5_acc: 0.4492, loss_cls: 3.7676, loss: 3.7676, grad_norm: 2.0416 2020-07-24 16:42:28,711 - mmaction - INFO - Epoch [32][2020/3757] lr: 9.286e-02, eta: 4 days, 1:55:35, time: 0.569, data_time: 0.001, memory: 5236, top1_acc: 0.2133, top5_acc: 0.4328, loss_cls: 3.8113, loss: 3.8113, grad_norm: 1.9898 2020-07-24 16:42:40,096 - mmaction - INFO - Epoch [32][2040/3757] lr: 9.286e-02, eta: 4 days, 1:53:21, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2180, top5_acc: 0.4367, loss_cls: 3.8054, loss: 3.8054, grad_norm: 2.0175 2020-07-24 16:42:51,402 - mmaction - INFO - Epoch [32][2060/3757] lr: 9.286e-02, eta: 4 days, 1:51:01, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.2031, top5_acc: 0.4148, loss_cls: 3.9052, loss: 3.9052, grad_norm: 1.9112 2020-07-24 16:43:02,843 - mmaction - INFO - Epoch [32][2080/3757] lr: 9.286e-02, eta: 4 days, 1:48:53, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.1992, top5_acc: 0.4367, loss_cls: 3.8151, loss: 3.8151, grad_norm: 1.9611 2020-07-24 16:43:14,259 - mmaction - INFO - Epoch [32][2100/3757] lr: 9.286e-02, eta: 4 days, 1:46:46, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2086, top5_acc: 0.4398, loss_cls: 3.7639, loss: 3.7639, grad_norm: 2.0000 2020-07-24 16:43:25,600 - mmaction - INFO - Epoch [32][2120/3757] lr: 9.286e-02, eta: 4 days, 1:44:31, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2078, top5_acc: 0.4492, loss_cls: 3.7758, loss: 3.7758, grad_norm: 1.9742 2020-07-24 16:43:36,876 - mmaction - INFO - Epoch [32][2140/3757] lr: 9.286e-02, eta: 4 days, 1:42:12, time: 0.564, data_time: 0.003, memory: 5236, top1_acc: 0.1883, top5_acc: 0.4234, loss_cls: 3.8898, loss: 3.8898, grad_norm: 2.0575 2020-07-24 16:43:48,302 - mmaction - INFO - Epoch [32][2160/3757] lr: 9.286e-02, eta: 4 days, 1:40:07, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2078, top5_acc: 0.4047, loss_cls: 3.8967, loss: 3.8967, grad_norm: 1.9525 2020-07-24 16:43:59,551 - mmaction - INFO - Epoch [32][2180/3757] lr: 9.286e-02, eta: 4 days, 1:37:47, time: 0.563, data_time: 0.003, memory: 5236, top1_acc: 0.1992, top5_acc: 0.4352, loss_cls: 3.7883, loss: 3.7883, grad_norm: 2.0073 2020-07-24 16:44:10,897 - mmaction - INFO - Epoch [32][2200/3757] lr: 9.286e-02, eta: 4 days, 1:35:36, time: 0.567, data_time: 0.002, memory: 5236, top1_acc: 0.2039, top5_acc: 0.4367, loss_cls: 3.7991, loss: 3.7991, grad_norm: 1.9867 2020-07-24 16:44:22,188 - mmaction - INFO - Epoch [32][2220/3757] lr: 9.286e-02, eta: 4 days, 1:33:21, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.2055, top5_acc: 0.4383, loss_cls: 3.8062, loss: 3.8062, grad_norm: 1.9914 2020-07-24 16:44:33,633 - mmaction - INFO - Epoch [32][2240/3757] lr: 9.286e-02, eta: 4 days, 1:31:21, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.2125, top5_acc: 0.4492, loss_cls: 3.7119, loss: 3.7119, grad_norm: 2.0133 2020-07-24 16:44:45,033 - mmaction - INFO - Epoch [32][2260/3757] lr: 9.286e-02, eta: 4 days, 1:29:19, time: 0.571, data_time: 0.004, memory: 5236, top1_acc: 0.2109, top5_acc: 0.4430, loss_cls: 3.8008, loss: 3.8008, grad_norm: 2.0494 2020-07-24 16:44:56,354 - mmaction - INFO - Epoch [32][2280/3757] lr: 9.286e-02, eta: 4 days, 1:27:07, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.2016, top5_acc: 0.4469, loss_cls: 3.8189, loss: 3.8189, grad_norm: 2.0121 2020-07-24 16:45:07,831 - mmaction - INFO - Epoch [32][2300/3757] lr: 9.286e-02, eta: 4 days, 1:25:14, time: 0.575, data_time: 0.003, memory: 5236, top1_acc: 0.1844, top5_acc: 0.4156, loss_cls: 3.8787, loss: 3.8787, grad_norm: 2.0033 2020-07-24 16:45:19,277 - mmaction - INFO - Epoch [32][2320/3757] lr: 9.286e-02, eta: 4 days, 1:23:17, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.2078, top5_acc: 0.4484, loss_cls: 3.7287, loss: 3.7287, grad_norm: 2.0203 2020-07-24 16:45:30,717 - mmaction - INFO - Epoch [32][2340/3757] lr: 9.286e-02, eta: 4 days, 1:21:20, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.2000, top5_acc: 0.4414, loss_cls: 3.7939, loss: 3.7939, grad_norm: 1.9984 2020-07-24 16:45:42,212 - mmaction - INFO - Epoch [32][2360/3757] lr: 9.286e-02, eta: 4 days, 1:19:28, time: 0.574, data_time: 0.003, memory: 5236, top1_acc: 0.2055, top5_acc: 0.4500, loss_cls: 3.7924, loss: 3.7924, grad_norm: 1.9961 2020-07-24 16:45:53,583 - mmaction - INFO - Epoch [32][2380/3757] lr: 9.286e-02, eta: 4 days, 1:17:28, time: 0.569, data_time: 0.004, memory: 5236, top1_acc: 0.2391, top5_acc: 0.4625, loss_cls: 3.7157, loss: 3.7157, grad_norm: 1.9996 2020-07-24 16:46:04,999 - mmaction - INFO - Epoch [32][2400/3757] lr: 9.286e-02, eta: 4 days, 1:15:32, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2047, top5_acc: 0.4461, loss_cls: 3.7851, loss: 3.7851, grad_norm: 2.0104 2020-07-24 16:46:16,336 - mmaction - INFO - Epoch [32][2420/3757] lr: 9.286e-02, eta: 4 days, 1:13:27, time: 0.566, data_time: 0.002, memory: 5236, top1_acc: 0.2000, top5_acc: 0.4219, loss_cls: 3.7781, loss: 3.7781, grad_norm: 1.9702 2020-07-24 16:46:27,733 - mmaction - INFO - Epoch [32][2440/3757] lr: 9.286e-02, eta: 4 days, 1:11:31, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2055, top5_acc: 0.4297, loss_cls: 3.7592, loss: 3.7592, grad_norm: 2.0586 2020-07-24 16:46:39,123 - mmaction - INFO - Epoch [32][2460/3757] lr: 9.286e-02, eta: 4 days, 1:09:34, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2203, top5_acc: 0.4453, loss_cls: 3.8034, loss: 3.8034, grad_norm: 2.1046 2020-07-24 16:46:50,477 - mmaction - INFO - Epoch [32][2480/3757] lr: 9.286e-02, eta: 4 days, 1:07:35, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.1906, top5_acc: 0.4195, loss_cls: 3.9285, loss: 3.9285, grad_norm: 2.0172 2020-07-24 16:47:01,777 - mmaction - INFO - Epoch [32][2500/3757] lr: 9.286e-02, eta: 4 days, 1:05:30, time: 0.564, data_time: 0.002, memory: 5236, top1_acc: 0.1805, top5_acc: 0.4016, loss_cls: 4.0212, loss: 4.0212, grad_norm: 2.0191 2020-07-24 16:47:13,215 - mmaction - INFO - Epoch [32][2520/3757] lr: 9.286e-02, eta: 4 days, 1:03:40, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.2102, top5_acc: 0.4414, loss_cls: 3.8064, loss: 3.8064, grad_norm: 1.9310 2020-07-24 16:47:24,656 - mmaction - INFO - Epoch [32][2540/3757] lr: 9.286e-02, eta: 4 days, 1:01:49, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.1992, top5_acc: 0.4234, loss_cls: 3.8497, loss: 3.8497, grad_norm: 1.9986 2020-07-24 16:47:36,061 - mmaction - INFO - Epoch [32][2560/3757] lr: 9.286e-02, eta: 4 days, 0:59:58, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.1977, top5_acc: 0.4313, loss_cls: 3.8259, loss: 3.8259, grad_norm: 2.0448 2020-07-24 16:47:47,434 - mmaction - INFO - Epoch [32][2580/3757] lr: 9.286e-02, eta: 4 days, 0:58:03, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.1961, top5_acc: 0.4172, loss_cls: 3.9015, loss: 3.9015, grad_norm: 1.8971 2020-07-24 16:47:58,715 - mmaction - INFO - Epoch [32][2600/3757] lr: 9.286e-02, eta: 4 days, 0:56:01, time: 0.564, data_time: 0.003, memory: 5236, top1_acc: 0.1977, top5_acc: 0.4352, loss_cls: 3.8758, loss: 3.8758, grad_norm: 1.9604 2020-07-24 16:48:10,022 - mmaction - INFO - Epoch [32][2620/3757] lr: 9.286e-02, eta: 4 days, 0:54:02, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.1992, top5_acc: 0.4297, loss_cls: 3.8235, loss: 3.8235, grad_norm: 1.9632 2020-07-24 16:48:21,454 - mmaction - INFO - Epoch [32][2640/3757] lr: 9.286e-02, eta: 4 days, 0:52:14, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2008, top5_acc: 0.4391, loss_cls: 3.8066, loss: 3.8066, grad_norm: 1.9713 2020-07-24 16:48:32,882 - mmaction - INFO - Epoch [32][2660/3757] lr: 9.286e-02, eta: 4 days, 0:50:27, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.2039, top5_acc: 0.4406, loss_cls: 3.7588, loss: 3.7588, grad_norm: 2.0472 2020-07-24 16:48:44,299 - mmaction - INFO - Epoch [32][2680/3757] lr: 9.286e-02, eta: 4 days, 0:48:40, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2172, top5_acc: 0.4492, loss_cls: 3.7143, loss: 3.7143, grad_norm: 1.9859 2020-07-24 16:48:55,699 - mmaction - INFO - Epoch [32][2700/3757] lr: 9.286e-02, eta: 4 days, 0:46:51, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2000, top5_acc: 0.4297, loss_cls: 3.8525, loss: 3.8525, grad_norm: 2.0005 2020-07-24 16:49:07,063 - mmaction - INFO - Epoch [32][2720/3757] lr: 9.286e-02, eta: 4 days, 0:45:01, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2156, top5_acc: 0.4367, loss_cls: 3.8175, loss: 3.8175, grad_norm: 1.9776 2020-07-24 16:49:18,384 - mmaction - INFO - Epoch [32][2740/3757] lr: 9.286e-02, eta: 4 days, 0:43:06, time: 0.566, data_time: 0.002, memory: 5236, top1_acc: 0.1883, top5_acc: 0.4414, loss_cls: 3.7925, loss: 3.7925, grad_norm: 1.9810 2020-07-24 16:49:29,720 - mmaction - INFO - Epoch [32][2760/3757] lr: 9.286e-02, eta: 4 days, 0:41:15, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.1961, top5_acc: 0.4289, loss_cls: 3.7774, loss: 3.7774, grad_norm: 2.0010 2020-07-24 16:49:41,118 - mmaction - INFO - Epoch [32][2780/3757] lr: 9.286e-02, eta: 4 days, 0:39:26, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2266, top5_acc: 0.4344, loss_cls: 3.8058, loss: 3.8058, grad_norm: 1.9978 2020-07-24 16:49:52,529 - mmaction - INFO - Epoch [32][2800/3757] lr: 9.286e-02, eta: 4 days, 0:37:43, time: 0.571, data_time: 0.004, memory: 5236, top1_acc: 0.1930, top5_acc: 0.4313, loss_cls: 3.8119, loss: 3.8119, grad_norm: 1.9747 2020-07-24 16:50:03,769 - mmaction - INFO - Epoch [32][2820/3757] lr: 9.286e-02, eta: 4 days, 0:35:46, time: 0.563, data_time: 0.003, memory: 5236, top1_acc: 0.1969, top5_acc: 0.4383, loss_cls: 3.7971, loss: 3.7971, grad_norm: 1.9479 2020-07-24 16:50:16,209 - mmaction - INFO - Epoch [32][2840/3757] lr: 9.286e-02, eta: 4 days, 0:35:28, time: 0.621, data_time: 0.002, memory: 5236, top1_acc: 0.1891, top5_acc: 0.4164, loss_cls: 3.8839, loss: 3.8839, grad_norm: 1.9776 2020-07-24 16:50:32,689 - mmaction - INFO - Epoch [32][2860/3757] lr: 9.286e-02, eta: 4 days, 0:40:53, time: 0.825, data_time: 0.003, memory: 5236, top1_acc: 0.2016, top5_acc: 0.4367, loss_cls: 3.7806, loss: 3.7806, grad_norm: 2.0147 2020-07-24 16:50:45,692 - mmaction - INFO - Epoch [32][2880/3757] lr: 9.286e-02, eta: 4 days, 0:41:22, time: 0.650, data_time: 0.003, memory: 5236, top1_acc: 0.1781, top5_acc: 0.4070, loss_cls: 3.8945, loss: 3.8945, grad_norm: 2.0222 2020-07-24 16:50:57,141 - mmaction - INFO - Epoch [32][2900/3757] lr: 9.286e-02, eta: 4 days, 0:39:42, time: 0.573, data_time: 0.003, memory: 5236, top1_acc: 0.2039, top5_acc: 0.4250, loss_cls: 3.8764, loss: 3.8764, grad_norm: 2.0294 2020-07-24 16:51:08,613 - mmaction - INFO - Epoch [32][2920/3757] lr: 9.286e-02, eta: 4 days, 0:38:04, time: 0.574, data_time: 0.003, memory: 5236, top1_acc: 0.1922, top5_acc: 0.4102, loss_cls: 3.9345, loss: 3.9345, grad_norm: 2.0119 2020-07-24 16:51:19,900 - mmaction - INFO - Epoch [32][2940/3757] lr: 9.286e-02, eta: 4 days, 0:36:11, time: 0.564, data_time: 0.001, memory: 5236, top1_acc: 0.1883, top5_acc: 0.4367, loss_cls: 3.8485, loss: 3.8485, grad_norm: 2.0170 2020-07-24 16:51:31,283 - mmaction - INFO - Epoch [32][2960/3757] lr: 9.286e-02, eta: 4 days, 0:34:26, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2195, top5_acc: 0.4484, loss_cls: 3.7755, loss: 3.7755, grad_norm: 2.0293 2020-07-24 16:51:42,589 - mmaction - INFO - Epoch [32][2980/3757] lr: 9.286e-02, eta: 4 days, 0:32:36, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.2102, top5_acc: 0.4320, loss_cls: 3.8552, loss: 3.8552, grad_norm: 2.0277 2020-07-24 16:51:54,059 - mmaction - INFO - Epoch [32][3000/3757] lr: 9.286e-02, eta: 4 days, 0:31:00, time: 0.574, data_time: 0.003, memory: 5236, top1_acc: 0.2016, top5_acc: 0.4250, loss_cls: 3.8244, loss: 3.8244, grad_norm: 1.9222 2020-07-24 16:52:05,403 - mmaction - INFO - Epoch [32][3020/3757] lr: 9.286e-02, eta: 4 days, 0:29:15, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2156, top5_acc: 0.4500, loss_cls: 3.7634, loss: 3.7634, grad_norm: 2.0307 2020-07-24 16:52:16,736 - mmaction - INFO - Epoch [32][3040/3757] lr: 9.286e-02, eta: 4 days, 0:27:27, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2055, top5_acc: 0.4344, loss_cls: 3.7871, loss: 3.7871, grad_norm: 2.0181 2020-07-24 16:52:28,103 - mmaction - INFO - Epoch [32][3060/3757] lr: 9.286e-02, eta: 4 days, 0:25:45, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2039, top5_acc: 0.4203, loss_cls: 3.8267, loss: 3.8267, grad_norm: 1.9509 2020-07-24 16:52:39,449 - mmaction - INFO - Epoch [32][3080/3757] lr: 9.286e-02, eta: 4 days, 0:24:01, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.1953, top5_acc: 0.4227, loss_cls: 3.8733, loss: 3.8733, grad_norm: 1.9882 2020-07-24 16:52:50,860 - mmaction - INFO - Epoch [32][3100/3757] lr: 9.286e-02, eta: 4 days, 0:22:23, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2148, top5_acc: 0.4469, loss_cls: 3.7885, loss: 3.7885, grad_norm: 2.0289 2020-07-24 16:53:02,181 - mmaction - INFO - Epoch [32][3120/3757] lr: 9.286e-02, eta: 4 days, 0:20:38, time: 0.566, data_time: 0.002, memory: 5236, top1_acc: 0.2031, top5_acc: 0.4172, loss_cls: 3.7759, loss: 3.7759, grad_norm: 2.0273 2020-07-24 16:53:15,622 - mmaction - INFO - Epoch [32][3140/3757] lr: 9.286e-02, eta: 4 days, 0:21:45, time: 0.672, data_time: 0.003, memory: 5236, top1_acc: 0.2109, top5_acc: 0.4383, loss_cls: 3.7750, loss: 3.7750, grad_norm: 2.0029 2020-07-24 16:53:26,954 - mmaction - INFO - Epoch [32][3160/3757] lr: 9.286e-02, eta: 4 days, 0:20:00, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.1953, top5_acc: 0.4125, loss_cls: 3.8384, loss: 3.8384, grad_norm: 2.0981 2020-07-24 16:53:39,416 - mmaction - INFO - Epoch [32][3180/3757] lr: 9.286e-02, eta: 4 days, 0:19:49, time: 0.624, data_time: 0.003, memory: 5236, top1_acc: 0.2070, top5_acc: 0.4266, loss_cls: 3.9229, loss: 3.9229, grad_norm: 1.9800 2020-07-24 16:53:50,797 - mmaction - INFO - Epoch [32][3200/3757] lr: 9.286e-02, eta: 4 days, 0:18:10, time: 0.569, data_time: 0.002, memory: 5236, top1_acc: 0.2070, top5_acc: 0.4195, loss_cls: 3.8558, loss: 3.8558, grad_norm: 1.9896 2020-07-24 16:54:02,132 - mmaction - INFO - Epoch [32][3220/3757] lr: 9.286e-02, eta: 4 days, 0:16:28, time: 0.567, data_time: 0.002, memory: 5236, top1_acc: 0.2086, top5_acc: 0.4383, loss_cls: 3.7842, loss: 3.7842, grad_norm: 1.9636 2020-07-24 16:54:13,521 - mmaction - INFO - Epoch [32][3240/3757] lr: 9.286e-02, eta: 4 days, 0:14:49, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.1898, top5_acc: 0.4188, loss_cls: 3.8700, loss: 3.8700, grad_norm: 2.0229 2020-07-24 16:54:26,027 - mmaction - INFO - Epoch [32][3260/3757] lr: 9.286e-02, eta: 4 days, 0:14:42, time: 0.626, data_time: 0.004, memory: 5236, top1_acc: 0.2117, top5_acc: 0.4414, loss_cls: 3.7475, loss: 3.7475, grad_norm: 1.9758 2020-07-24 16:54:37,435 - mmaction - INFO - Epoch [32][3280/3757] lr: 9.286e-02, eta: 4 days, 0:13:07, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2047, top5_acc: 0.4477, loss_cls: 3.7438, loss: 3.7438, grad_norm: 1.9511 2020-07-24 16:54:48,809 - mmaction - INFO - Epoch [32][3300/3757] lr: 9.286e-02, eta: 4 days, 0:11:30, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2281, top5_acc: 0.4430, loss_cls: 3.7302, loss: 3.7302, grad_norm: 2.0113 2020-07-24 16:55:00,141 - mmaction - INFO - Epoch [32][3320/3757] lr: 9.286e-02, eta: 4 days, 0:09:50, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2195, top5_acc: 0.4375, loss_cls: 3.7813, loss: 3.7813, grad_norm: 2.1113 2020-07-24 16:55:11,568 - mmaction - INFO - Epoch [32][3340/3757] lr: 9.286e-02, eta: 4 days, 0:08:18, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.1898, top5_acc: 0.4125, loss_cls: 3.8798, loss: 3.8798, grad_norm: 2.0061 2020-07-24 16:55:22,961 - mmaction - INFO - Epoch [32][3360/3757] lr: 9.286e-02, eta: 4 days, 0:06:43, time: 0.569, data_time: 0.002, memory: 5236, top1_acc: 0.2070, top5_acc: 0.4359, loss_cls: 3.7919, loss: 3.7919, grad_norm: 1.9939 2020-07-24 16:55:34,341 - mmaction - INFO - Epoch [32][3380/3757] lr: 9.286e-02, eta: 4 days, 0:05:09, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2047, top5_acc: 0.4375, loss_cls: 3.7716, loss: 3.7716, grad_norm: 2.0491 2020-07-24 16:55:45,619 - mmaction - INFO - Epoch [32][3400/3757] lr: 9.286e-02, eta: 4 days, 0:03:26, time: 0.564, data_time: 0.003, memory: 5236, top1_acc: 0.1977, top5_acc: 0.4383, loss_cls: 3.8007, loss: 3.8007, grad_norm: 2.0432 2020-07-24 16:55:58,071 - mmaction - INFO - Epoch [32][3420/3757] lr: 9.286e-02, eta: 4 days, 0:03:15, time: 0.623, data_time: 0.003, memory: 5236, top1_acc: 0.1969, top5_acc: 0.4344, loss_cls: 3.8356, loss: 3.8356, grad_norm: 1.9707 2020-07-24 16:56:09,447 - mmaction - INFO - Epoch [32][3440/3757] lr: 9.286e-02, eta: 4 days, 0:01:42, time: 0.569, data_time: 0.004, memory: 5236, top1_acc: 0.1984, top5_acc: 0.4375, loss_cls: 3.8310, loss: 3.8310, grad_norm: 1.9610 2020-07-24 16:56:20,825 - mmaction - INFO - Epoch [32][3460/3757] lr: 9.286e-02, eta: 4 days, 0:00:09, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.1758, top5_acc: 0.4109, loss_cls: 3.9184, loss: 3.9184, grad_norm: 2.0267 2020-07-24 16:56:32,193 - mmaction - INFO - Epoch [32][3480/3757] lr: 9.286e-02, eta: 3 days, 23:58:35, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2008, top5_acc: 0.4313, loss_cls: 3.8057, loss: 3.8057, grad_norm: 1.9846 2020-07-24 16:56:43,540 - mmaction - INFO - Epoch [32][3500/3757] lr: 9.286e-02, eta: 3 days, 23:56:59, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2219, top5_acc: 0.4523, loss_cls: 3.7870, loss: 3.7870, grad_norm: 1.9790 2020-07-24 16:56:54,929 - mmaction - INFO - Epoch [32][3520/3757] lr: 9.286e-02, eta: 3 days, 23:55:29, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2242, top5_acc: 0.4625, loss_cls: 3.7150, loss: 3.7150, grad_norm: 1.9778 2020-07-24 16:57:06,318 - mmaction - INFO - Epoch [32][3540/3757] lr: 9.286e-02, eta: 3 days, 23:53:58, time: 0.569, data_time: 0.002, memory: 5236, top1_acc: 0.2016, top5_acc: 0.4344, loss_cls: 3.8114, loss: 3.8114, grad_norm: 2.0024 2020-07-24 16:57:17,735 - mmaction - INFO - Epoch [32][3560/3757] lr: 9.286e-02, eta: 3 days, 23:52:30, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2039, top5_acc: 0.4219, loss_cls: 3.8119, loss: 3.8119, grad_norm: 2.0497 2020-07-24 16:57:29,125 - mmaction - INFO - Epoch [32][3580/3757] lr: 9.286e-02, eta: 3 days, 23:51:00, time: 0.569, data_time: 0.002, memory: 5236, top1_acc: 0.2047, top5_acc: 0.4445, loss_cls: 3.7462, loss: 3.7462, grad_norm: 2.0331 2020-07-24 16:57:40,507 - mmaction - INFO - Epoch [32][3600/3757] lr: 9.286e-02, eta: 3 days, 23:49:30, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2117, top5_acc: 0.4422, loss_cls: 3.7599, loss: 3.7599, grad_norm: 2.0140 2020-07-24 16:57:51,959 - mmaction - INFO - Epoch [32][3620/3757] lr: 9.286e-02, eta: 3 days, 23:48:06, time: 0.573, data_time: 0.002, memory: 5236, top1_acc: 0.2094, top5_acc: 0.4203, loss_cls: 3.8677, loss: 3.8677, grad_norm: 2.0339 2020-07-24 16:58:03,304 - mmaction - INFO - Epoch [32][3640/3757] lr: 9.286e-02, eta: 3 days, 23:46:34, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.1781, top5_acc: 0.4227, loss_cls: 3.8307, loss: 3.8307, grad_norm: 1.9903 2020-07-24 16:58:14,755 - mmaction - INFO - Epoch [32][3660/3757] lr: 9.286e-02, eta: 3 days, 23:45:11, time: 0.573, data_time: 0.003, memory: 5236, top1_acc: 0.1938, top5_acc: 0.4313, loss_cls: 3.8557, loss: 3.8557, grad_norm: 1.9742 2020-07-24 16:58:26,197 - mmaction - INFO - Epoch [32][3680/3757] lr: 9.286e-02, eta: 3 days, 23:43:46, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2078, top5_acc: 0.4320, loss_cls: 3.8337, loss: 3.8337, grad_norm: 1.9269 2020-07-24 16:58:37,556 - mmaction - INFO - Epoch [32][3700/3757] lr: 9.286e-02, eta: 3 days, 23:42:16, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.1867, top5_acc: 0.4406, loss_cls: 3.8328, loss: 3.8328, grad_norm: 1.9971 2020-07-24 16:58:48,946 - mmaction - INFO - Epoch [32][3720/3757] lr: 9.286e-02, eta: 3 days, 23:40:50, time: 0.570, data_time: 0.004, memory: 5236, top1_acc: 0.2000, top5_acc: 0.4430, loss_cls: 3.8074, loss: 3.8074, grad_norm: 2.0139 2020-07-24 16:59:00,284 - mmaction - INFO - Epoch [32][3740/3757] lr: 9.286e-02, eta: 3 days, 23:39:20, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2008, top5_acc: 0.4289, loss_cls: 3.8276, loss: 3.8276, grad_norm: 2.0055 2020-07-24 17:02:21,950 - mmaction - INFO - Epoch [33][20/3757] lr: 9.240e-02, eta: 4 days, 3:01:22, time: 9.374, data_time: 8.667, memory: 5236, top1_acc: 0.2062, top5_acc: 0.4383, loss_cls: 3.7344, loss: 3.7344, grad_norm: 1.9848 2020-07-24 17:02:33,243 - mmaction - INFO - Epoch [33][40/3757] lr: 9.240e-02, eta: 4 days, 2:59:17, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.1930, top5_acc: 0.4367, loss_cls: 3.8216, loss: 3.8216, grad_norm: 2.0466 2020-07-24 17:02:44,684 - mmaction - INFO - Epoch [33][60/3757] lr: 9.240e-02, eta: 4 days, 2:57:23, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.2164, top5_acc: 0.4297, loss_cls: 3.8071, loss: 3.8071, grad_norm: 2.0013 2020-07-24 17:02:55,997 - mmaction - INFO - Epoch [33][80/3757] lr: 9.240e-02, eta: 4 days, 2:55:21, time: 0.567, data_time: 0.004, memory: 5236, top1_acc: 0.2227, top5_acc: 0.4508, loss_cls: 3.7820, loss: 3.7820, grad_norm: 1.9717 2020-07-24 17:03:07,275 - mmaction - INFO - Epoch [33][100/3757] lr: 9.240e-02, eta: 4 days, 2:53:16, time: 0.564, data_time: 0.002, memory: 5236, top1_acc: 0.2125, top5_acc: 0.4477, loss_cls: 3.7632, loss: 3.7632, grad_norm: 2.0149 2020-07-24 17:03:18,570 - mmaction - INFO - Epoch [33][120/3757] lr: 9.240e-02, eta: 4 days, 2:51:13, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.2023, top5_acc: 0.4234, loss_cls: 3.8527, loss: 3.8527, grad_norm: 2.0307 2020-07-24 17:03:29,918 - mmaction - INFO - Epoch [33][140/3757] lr: 9.240e-02, eta: 4 days, 2:49:15, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2047, top5_acc: 0.4141, loss_cls: 3.8108, loss: 3.8108, grad_norm: 1.9098 2020-07-24 17:03:41,209 - mmaction - INFO - Epoch [33][160/3757] lr: 9.240e-02, eta: 4 days, 2:47:12, time: 0.564, data_time: 0.002, memory: 5236, top1_acc: 0.2047, top5_acc: 0.4477, loss_cls: 3.7580, loss: 3.7580, grad_norm: 2.0101 2020-07-24 17:03:52,494 - mmaction - INFO - Epoch [33][180/3757] lr: 9.240e-02, eta: 4 days, 2:45:11, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.1844, top5_acc: 0.4461, loss_cls: 3.8146, loss: 3.8146, grad_norm: 2.0178 2020-07-24 17:04:03,839 - mmaction - INFO - Epoch [33][200/3757] lr: 9.240e-02, eta: 4 days, 2:43:13, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2172, top5_acc: 0.4437, loss_cls: 3.7610, loss: 3.7610, grad_norm: 2.0276 2020-07-24 17:04:15,133 - mmaction - INFO - Epoch [33][220/3757] lr: 9.240e-02, eta: 4 days, 2:41:13, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.1922, top5_acc: 0.4398, loss_cls: 3.7967, loss: 3.7967, grad_norm: 2.0075 2020-07-24 17:04:26,439 - mmaction - INFO - Epoch [33][240/3757] lr: 9.240e-02, eta: 4 days, 2:39:14, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.2328, top5_acc: 0.4813, loss_cls: 3.6421, loss: 3.6421, grad_norm: 1.9943 2020-07-24 17:04:37,904 - mmaction - INFO - Epoch [33][260/3757] lr: 9.240e-02, eta: 4 days, 2:37:28, time: 0.574, data_time: 0.004, memory: 5236, top1_acc: 0.2133, top5_acc: 0.4500, loss_cls: 3.7720, loss: 3.7720, grad_norm: 2.0832 2020-07-24 17:04:49,237 - mmaction - INFO - Epoch [33][280/3757] lr: 9.240e-02, eta: 4 days, 2:35:32, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2078, top5_acc: 0.4305, loss_cls: 3.7993, loss: 3.7993, grad_norm: 2.0681 2020-07-24 17:05:00,645 - mmaction - INFO - Epoch [33][300/3757] lr: 9.240e-02, eta: 4 days, 2:33:42, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2039, top5_acc: 0.4398, loss_cls: 3.7755, loss: 3.7755, grad_norm: 2.0395 2020-07-24 17:05:12,097 - mmaction - INFO - Epoch [33][320/3757] lr: 9.240e-02, eta: 4 days, 2:31:56, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.2008, top5_acc: 0.4250, loss_cls: 3.8545, loss: 3.8545, grad_norm: 2.0439 2020-07-24 17:05:23,357 - mmaction - INFO - Epoch [33][340/3757] lr: 9.240e-02, eta: 4 days, 2:29:56, time: 0.563, data_time: 0.001, memory: 5236, top1_acc: 0.2141, top5_acc: 0.4313, loss_cls: 3.7625, loss: 3.7625, grad_norm: 1.9802 2020-07-24 17:05:34,709 - mmaction - INFO - Epoch [33][360/3757] lr: 9.240e-02, eta: 4 days, 2:28:05, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2289, top5_acc: 0.4594, loss_cls: 3.7006, loss: 3.7006, grad_norm: 2.0111 2020-07-24 17:05:46,129 - mmaction - INFO - Epoch [33][380/3757] lr: 9.240e-02, eta: 4 days, 2:26:17, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2000, top5_acc: 0.4344, loss_cls: 3.8038, loss: 3.8038, grad_norm: 2.0174 2020-07-24 17:05:57,495 - mmaction - INFO - Epoch [33][400/3757] lr: 9.240e-02, eta: 4 days, 2:24:27, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2117, top5_acc: 0.4336, loss_cls: 3.7990, loss: 3.7990, grad_norm: 1.9933 2020-07-24 17:06:08,845 - mmaction - INFO - Epoch [33][420/3757] lr: 9.240e-02, eta: 4 days, 2:22:36, time: 0.567, data_time: 0.002, memory: 5236, top1_acc: 0.2320, top5_acc: 0.4344, loss_cls: 3.7542, loss: 3.7542, grad_norm: 2.0397 2020-07-24 17:06:20,273 - mmaction - INFO - Epoch [33][440/3757] lr: 9.240e-02, eta: 4 days, 2:20:51, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2164, top5_acc: 0.4320, loss_cls: 3.7873, loss: 3.7873, grad_norm: 2.0184 2020-07-24 17:06:31,659 - mmaction - INFO - Epoch [33][460/3757] lr: 9.240e-02, eta: 4 days, 2:19:04, time: 0.569, data_time: 0.002, memory: 5236, top1_acc: 0.2086, top5_acc: 0.4477, loss_cls: 3.7747, loss: 3.7747, grad_norm: 2.0261 2020-07-24 17:06:43,116 - mmaction - INFO - Epoch [33][480/3757] lr: 9.240e-02, eta: 4 days, 2:17:21, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.2055, top5_acc: 0.4375, loss_cls: 3.7926, loss: 3.7926, grad_norm: 2.0253 2020-07-24 17:06:54,446 - mmaction - INFO - Epoch [33][500/3757] lr: 9.240e-02, eta: 4 days, 2:15:31, time: 0.567, data_time: 0.001, memory: 5236, top1_acc: 0.2086, top5_acc: 0.4336, loss_cls: 3.7913, loss: 3.7913, grad_norm: 1.9921 2020-07-24 17:07:05,789 - mmaction - INFO - Epoch [33][520/3757] lr: 9.240e-02, eta: 4 days, 2:13:42, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2195, top5_acc: 0.4406, loss_cls: 3.7606, loss: 3.7606, grad_norm: 1.9592 2020-07-24 17:07:17,162 - mmaction - INFO - Epoch [33][540/3757] lr: 9.240e-02, eta: 4 days, 2:11:56, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2219, top5_acc: 0.4555, loss_cls: 3.6936, loss: 3.6936, grad_norm: 1.9841 2020-07-24 17:07:28,506 - mmaction - INFO - Epoch [33][560/3757] lr: 9.240e-02, eta: 4 days, 2:10:08, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.1992, top5_acc: 0.4250, loss_cls: 3.7934, loss: 3.7934, grad_norm: 2.0251 2020-07-24 17:07:39,817 - mmaction - INFO - Epoch [33][580/3757] lr: 9.240e-02, eta: 4 days, 2:08:18, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.1867, top5_acc: 0.4289, loss_cls: 3.8886, loss: 3.8886, grad_norm: 2.0121 2020-07-24 17:07:51,166 - mmaction - INFO - Epoch [33][600/3757] lr: 9.240e-02, eta: 4 days, 2:06:31, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2023, top5_acc: 0.4391, loss_cls: 3.7816, loss: 3.7816, grad_norm: 1.9947 2020-07-24 17:08:02,567 - mmaction - INFO - Epoch [33][620/3757] lr: 9.240e-02, eta: 4 days, 2:04:48, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2234, top5_acc: 0.4633, loss_cls: 3.7027, loss: 3.7027, grad_norm: 2.0107 2020-07-24 17:08:13,946 - mmaction - INFO - Epoch [33][640/3757] lr: 9.240e-02, eta: 4 days, 2:03:05, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2133, top5_acc: 0.4602, loss_cls: 3.7897, loss: 3.7897, grad_norm: 2.0295 2020-07-24 17:08:25,283 - mmaction - INFO - Epoch [33][660/3757] lr: 9.240e-02, eta: 4 days, 2:01:19, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2180, top5_acc: 0.4547, loss_cls: 3.7256, loss: 3.7256, grad_norm: 1.9946 2020-07-24 17:08:36,645 - mmaction - INFO - Epoch [33][680/3757] lr: 9.240e-02, eta: 4 days, 1:59:35, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2141, top5_acc: 0.4578, loss_cls: 3.7698, loss: 3.7698, grad_norm: 1.9750 2020-07-24 17:08:48,045 - mmaction - INFO - Epoch [33][700/3757] lr: 9.240e-02, eta: 4 days, 1:57:54, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.1961, top5_acc: 0.4477, loss_cls: 3.7991, loss: 3.7991, grad_norm: 2.0182 2020-07-24 17:08:59,419 - mmaction - INFO - Epoch [33][720/3757] lr: 9.240e-02, eta: 4 days, 1:56:11, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2289, top5_acc: 0.4453, loss_cls: 3.7470, loss: 3.7470, grad_norm: 2.0081 2020-07-24 17:09:10,800 - mmaction - INFO - Epoch [33][740/3757] lr: 9.240e-02, eta: 4 days, 1:54:30, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2016, top5_acc: 0.4281, loss_cls: 3.8204, loss: 3.8204, grad_norm: 2.0142 2020-07-24 17:09:22,179 - mmaction - INFO - Epoch [33][760/3757] lr: 9.240e-02, eta: 4 days, 1:52:50, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2094, top5_acc: 0.4336, loss_cls: 3.7986, loss: 3.7986, grad_norm: 2.0156 2020-07-24 17:09:33,628 - mmaction - INFO - Epoch [33][780/3757] lr: 9.240e-02, eta: 4 days, 1:51:14, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.2195, top5_acc: 0.4391, loss_cls: 3.7984, loss: 3.7984, grad_norm: 1.9987 2020-07-24 17:09:45,075 - mmaction - INFO - Epoch [33][800/3757] lr: 9.240e-02, eta: 4 days, 1:49:37, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2148, top5_acc: 0.4445, loss_cls: 3.8064, loss: 3.8064, grad_norm: 1.9835 2020-07-24 17:09:56,408 - mmaction - INFO - Epoch [33][820/3757] lr: 9.240e-02, eta: 4 days, 1:47:55, time: 0.568, data_time: 0.004, memory: 5236, top1_acc: 0.2031, top5_acc: 0.4430, loss_cls: 3.7835, loss: 3.7835, grad_norm: 1.9758 2020-07-24 17:10:07,764 - mmaction - INFO - Epoch [33][840/3757] lr: 9.240e-02, eta: 4 days, 1:46:15, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.1914, top5_acc: 0.4328, loss_cls: 3.8853, loss: 3.8853, grad_norm: 1.9961 2020-07-24 17:10:19,143 - mmaction - INFO - Epoch [33][860/3757] lr: 9.240e-02, eta: 4 days, 1:44:36, time: 0.569, data_time: 0.002, memory: 5236, top1_acc: 0.1930, top5_acc: 0.4195, loss_cls: 3.8753, loss: 3.8753, grad_norm: 1.9896 2020-07-24 17:10:30,504 - mmaction - INFO - Epoch [33][880/3757] lr: 9.240e-02, eta: 4 days, 1:42:56, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2148, top5_acc: 0.4492, loss_cls: 3.7363, loss: 3.7363, grad_norm: 1.9496 2020-07-24 17:10:41,878 - mmaction - INFO - Epoch [33][900/3757] lr: 9.240e-02, eta: 4 days, 1:41:17, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2102, top5_acc: 0.4414, loss_cls: 3.8391, loss: 3.8391, grad_norm: 2.0596 2020-07-24 17:10:53,318 - mmaction - INFO - Epoch [33][920/3757] lr: 9.240e-02, eta: 4 days, 1:39:44, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.2102, top5_acc: 0.4297, loss_cls: 3.7968, loss: 3.7968, grad_norm: 1.9813 2020-07-24 17:11:04,769 - mmaction - INFO - Epoch [33][940/3757] lr: 9.240e-02, eta: 4 days, 1:38:11, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.2008, top5_acc: 0.4195, loss_cls: 3.8324, loss: 3.8324, grad_norm: 2.0399 2020-07-24 17:11:16,148 - mmaction - INFO - Epoch [33][960/3757] lr: 9.240e-02, eta: 4 days, 1:36:35, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2031, top5_acc: 0.4531, loss_cls: 3.6957, loss: 3.6957, grad_norm: 2.0111 2020-07-24 17:11:27,540 - mmaction - INFO - Epoch [33][980/3757] lr: 9.240e-02, eta: 4 days, 1:34:59, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.1875, top5_acc: 0.4250, loss_cls: 3.8260, loss: 3.8260, grad_norm: 2.0417 2020-07-24 17:11:38,909 - mmaction - INFO - Epoch [33][1000/3757] lr: 9.240e-02, eta: 4 days, 1:33:21, time: 0.567, data_time: 0.002, memory: 5236, top1_acc: 0.1922, top5_acc: 0.4320, loss_cls: 3.8222, loss: 3.8222, grad_norm: 1.9794 2020-07-24 17:11:50,297 - mmaction - INFO - Epoch [33][1020/3757] lr: 9.240e-02, eta: 4 days, 1:31:47, time: 0.570, data_time: 0.004, memory: 5236, top1_acc: 0.2000, top5_acc: 0.4344, loss_cls: 3.8417, loss: 3.8417, grad_norm: 2.0540 2020-07-24 17:12:01,696 - mmaction - INFO - Epoch [33][1040/3757] lr: 9.240e-02, eta: 4 days, 1:30:13, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2023, top5_acc: 0.4453, loss_cls: 3.7804, loss: 3.7804, grad_norm: 2.0347 2020-07-24 17:12:13,130 - mmaction - INFO - Epoch [33][1060/3757] lr: 9.240e-02, eta: 4 days, 1:28:42, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.2008, top5_acc: 0.4422, loss_cls: 3.7993, loss: 3.7993, grad_norm: 2.0166 2020-07-24 17:12:24,601 - mmaction - INFO - Epoch [33][1080/3757] lr: 9.240e-02, eta: 4 days, 1:27:13, time: 0.573, data_time: 0.002, memory: 5236, top1_acc: 0.2086, top5_acc: 0.4156, loss_cls: 3.7960, loss: 3.7960, grad_norm: 2.0625 2020-07-24 17:12:36,040 - mmaction - INFO - Epoch [33][1100/3757] lr: 9.240e-02, eta: 4 days, 1:25:42, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.1961, top5_acc: 0.4242, loss_cls: 3.8357, loss: 3.8357, grad_norm: 2.0303 2020-07-24 17:12:47,377 - mmaction - INFO - Epoch [33][1120/3757] lr: 9.240e-02, eta: 4 days, 1:24:07, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.1812, top5_acc: 0.4164, loss_cls: 3.8549, loss: 3.8549, grad_norm: 2.0072 2020-07-24 17:12:58,799 - mmaction - INFO - Epoch [33][1140/3757] lr: 9.240e-02, eta: 4 days, 1:22:36, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2094, top5_acc: 0.4266, loss_cls: 3.8333, loss: 3.8333, grad_norm: 1.9721 2020-07-24 17:13:10,191 - mmaction - INFO - Epoch [33][1160/3757] lr: 9.240e-02, eta: 4 days, 1:21:04, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2055, top5_acc: 0.4297, loss_cls: 3.7644, loss: 3.7644, grad_norm: 1.9866 2020-07-24 17:13:21,751 - mmaction - INFO - Epoch [33][1180/3757] lr: 9.240e-02, eta: 4 days, 1:19:42, time: 0.578, data_time: 0.003, memory: 5236, top1_acc: 0.1930, top5_acc: 0.4375, loss_cls: 3.8001, loss: 3.8001, grad_norm: 2.0293 2020-07-24 17:13:42,884 - mmaction - INFO - Epoch [33][1200/3757] lr: 9.240e-02, eta: 4 days, 1:28:32, time: 1.057, data_time: 0.001, memory: 5236, top1_acc: 0.2008, top5_acc: 0.4305, loss_cls: 3.7833, loss: 3.7833, grad_norm: 1.9844 2020-07-24 17:13:54,218 - mmaction - INFO - Epoch [33][1220/3757] lr: 9.240e-02, eta: 4 days, 1:26:55, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.1969, top5_acc: 0.4414, loss_cls: 3.8347, loss: 3.8347, grad_norm: 2.0254 2020-07-24 17:14:05,625 - mmaction - INFO - Epoch [33][1240/3757] lr: 9.240e-02, eta: 4 days, 1:25:24, time: 0.570, data_time: 0.002, memory: 5236, top1_acc: 0.1992, top5_acc: 0.4219, loss_cls: 3.8463, loss: 3.8463, grad_norm: 1.9851 2020-07-24 17:14:16,971 - mmaction - INFO - Epoch [33][1260/3757] lr: 9.240e-02, eta: 4 days, 1:23:49, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2086, top5_acc: 0.4430, loss_cls: 3.7933, loss: 3.7933, grad_norm: 2.0517 2020-07-24 17:14:37,769 - mmaction - INFO - Epoch [33][1280/3757] lr: 9.240e-02, eta: 4 days, 1:32:11, time: 1.040, data_time: 0.003, memory: 5236, top1_acc: 0.2062, top5_acc: 0.4484, loss_cls: 3.7900, loss: 3.7900, grad_norm: 2.0758 2020-07-24 17:15:04,534 - mmaction - INFO - Epoch [33][1300/3757] lr: 9.240e-02, eta: 4 days, 1:46:46, time: 1.338, data_time: 0.003, memory: 5236, top1_acc: 0.2062, top5_acc: 0.4266, loss_cls: 3.8289, loss: 3.8289, grad_norm: 2.0129 2020-07-24 17:15:15,834 - mmaction - INFO - Epoch [33][1320/3757] lr: 9.240e-02, eta: 4 days, 1:45:06, time: 0.565, data_time: 0.001, memory: 5236, top1_acc: 0.2023, top5_acc: 0.4320, loss_cls: 3.8049, loss: 3.8049, grad_norm: 2.0072 2020-07-24 17:15:51,480 - mmaction - INFO - Epoch [33][1340/3757] lr: 9.240e-02, eta: 4 days, 2:08:52, time: 1.783, data_time: 0.003, memory: 5236, top1_acc: 0.2023, top5_acc: 0.4414, loss_cls: 3.7954, loss: 3.7954, grad_norm: 2.0022 2020-07-24 17:16:02,754 - mmaction - INFO - Epoch [33][1360/3757] lr: 9.240e-02, eta: 4 days, 2:07:08, time: 0.564, data_time: 0.001, memory: 5236, top1_acc: 0.2086, top5_acc: 0.4383, loss_cls: 3.8312, loss: 3.8312, grad_norm: 1.9930 2020-07-24 17:16:14,082 - mmaction - INFO - Epoch [33][1380/3757] lr: 9.240e-02, eta: 4 days, 2:05:27, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2078, top5_acc: 0.4383, loss_cls: 3.8679, loss: 3.8679, grad_norm: 2.0445 2020-07-24 17:16:25,487 - mmaction - INFO - Epoch [33][1400/3757] lr: 9.240e-02, eta: 4 days, 2:03:51, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.1883, top5_acc: 0.4227, loss_cls: 3.8881, loss: 3.8881, grad_norm: 1.9492 2020-07-24 17:16:36,876 - mmaction - INFO - Epoch [33][1420/3757] lr: 9.240e-02, eta: 4 days, 2:02:15, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2117, top5_acc: 0.4453, loss_cls: 3.7574, loss: 3.7574, grad_norm: 1.9997 2020-07-24 17:17:28,945 - mmaction - INFO - Epoch [33][1440/3757] lr: 9.240e-02, eta: 4 days, 2:42:39, time: 2.604, data_time: 2.046, memory: 5236, top1_acc: 0.1906, top5_acc: 0.4203, loss_cls: 3.9001, loss: 3.9001, grad_norm: 2.0532 2020-07-24 17:17:40,300 - mmaction - INFO - Epoch [33][1460/3757] lr: 9.240e-02, eta: 4 days, 2:40:56, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2188, top5_acc: 0.4484, loss_cls: 3.8120, loss: 3.8120, grad_norm: 1.9428 2020-07-24 17:18:03,309 - mmaction - INFO - Epoch [33][1480/3757] lr: 9.240e-02, eta: 4 days, 2:51:12, time: 1.151, data_time: 0.003, memory: 5236, top1_acc: 0.2055, top5_acc: 0.4328, loss_cls: 3.7578, loss: 3.7578, grad_norm: 1.9384 2020-07-24 17:18:14,733 - mmaction - INFO - Epoch [33][1500/3757] lr: 9.240e-02, eta: 4 days, 2:49:33, time: 0.571, data_time: 0.004, memory: 5236, top1_acc: 0.2016, top5_acc: 0.4500, loss_cls: 3.7748, loss: 3.7748, grad_norm: 2.0407 2020-07-24 17:18:42,467 - mmaction - INFO - Epoch [33][1520/3757] lr: 9.240e-02, eta: 4 days, 3:04:35, time: 1.386, data_time: 0.002, memory: 5236, top1_acc: 0.1875, top5_acc: 0.4352, loss_cls: 3.8417, loss: 3.8417, grad_norm: 1.9682 2020-07-24 17:18:53,814 - mmaction - INFO - Epoch [33][1540/3757] lr: 9.240e-02, eta: 4 days, 3:02:49, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2078, top5_acc: 0.4414, loss_cls: 3.7256, loss: 3.7256, grad_norm: 2.0400 2020-07-24 17:19:05,222 - mmaction - INFO - Epoch [33][1560/3757] lr: 9.240e-02, eta: 4 days, 3:01:08, time: 0.570, data_time: 0.002, memory: 5236, top1_acc: 0.1820, top5_acc: 0.4289, loss_cls: 3.8502, loss: 3.8502, grad_norm: 2.0376 2020-07-24 17:19:26,700 - mmaction - INFO - Epoch [33][1580/3757] lr: 9.240e-02, eta: 4 days, 3:09:40, time: 1.073, data_time: 0.002, memory: 5236, top1_acc: 0.2047, top5_acc: 0.4258, loss_cls: 3.8204, loss: 3.8204, grad_norm: 2.0486 2020-07-24 17:19:48,233 - mmaction - INFO - Epoch [33][1600/3757] lr: 9.240e-02, eta: 4 days, 3:18:14, time: 1.077, data_time: 0.003, memory: 5236, top1_acc: 0.2164, top5_acc: 0.4562, loss_cls: 3.7675, loss: 3.7675, grad_norm: 2.0317 2020-07-24 17:19:59,582 - mmaction - INFO - Epoch [33][1620/3757] lr: 9.240e-02, eta: 4 days, 3:16:26, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2211, top5_acc: 0.4516, loss_cls: 3.8384, loss: 3.8384, grad_norm: 2.0838 2020-07-24 17:20:11,065 - mmaction - INFO - Epoch [33][1640/3757] lr: 9.240e-02, eta: 4 days, 3:14:48, time: 0.575, data_time: 0.003, memory: 5236, top1_acc: 0.2234, top5_acc: 0.4344, loss_cls: 3.8083, loss: 3.8083, grad_norm: 2.0538 2020-07-24 17:20:22,429 - mmaction - INFO - Epoch [33][1660/3757] lr: 9.240e-02, eta: 4 days, 3:13:03, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2039, top5_acc: 0.4227, loss_cls: 3.8770, loss: 3.8770, grad_norm: 2.0558 2020-07-24 17:20:33,757 - mmaction - INFO - Epoch [33][1680/3757] lr: 9.240e-02, eta: 4 days, 3:11:16, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2070, top5_acc: 0.4437, loss_cls: 3.7823, loss: 3.7823, grad_norm: 2.0123 2020-07-24 17:20:45,168 - mmaction - INFO - Epoch [33][1700/3757] lr: 9.240e-02, eta: 4 days, 3:09:35, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2031, top5_acc: 0.4437, loss_cls: 3.7862, loss: 3.7862, grad_norm: 1.9337 2020-07-24 17:20:56,502 - mmaction - INFO - Epoch [33][1720/3757] lr: 9.240e-02, eta: 4 days, 3:07:49, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.1875, top5_acc: 0.4211, loss_cls: 3.8843, loss: 3.8843, grad_norm: 1.9839 2020-07-24 17:21:07,812 - mmaction - INFO - Epoch [33][1740/3757] lr: 9.240e-02, eta: 4 days, 3:06:03, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2156, top5_acc: 0.4641, loss_cls: 3.7129, loss: 3.7129, grad_norm: 2.0062 2020-07-24 17:21:19,117 - mmaction - INFO - Epoch [33][1760/3757] lr: 9.240e-02, eta: 4 days, 3:04:16, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.2062, top5_acc: 0.4039, loss_cls: 3.9192, loss: 3.9192, grad_norm: 2.0006 2020-07-24 17:21:30,472 - mmaction - INFO - Epoch [33][1780/3757] lr: 9.240e-02, eta: 4 days, 3:02:33, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2031, top5_acc: 0.4234, loss_cls: 3.8671, loss: 3.8671, grad_norm: 1.9859 2020-07-24 17:21:41,799 - mmaction - INFO - Epoch [33][1800/3757] lr: 9.240e-02, eta: 4 days, 3:00:49, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2055, top5_acc: 0.4266, loss_cls: 3.8341, loss: 3.8341, grad_norm: 1.9908 2020-07-24 17:21:53,200 - mmaction - INFO - Epoch [33][1820/3757] lr: 9.240e-02, eta: 4 days, 2:59:09, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2070, top5_acc: 0.4328, loss_cls: 3.8269, loss: 3.8269, grad_norm: 2.0716 2020-07-24 17:22:04,510 - mmaction - INFO - Epoch [33][1840/3757] lr: 9.240e-02, eta: 4 days, 2:57:25, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.1969, top5_acc: 0.4172, loss_cls: 3.8932, loss: 3.8932, grad_norm: 2.0264 2020-07-24 17:22:15,932 - mmaction - INFO - Epoch [33][1860/3757] lr: 9.240e-02, eta: 4 days, 2:55:47, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.1977, top5_acc: 0.4477, loss_cls: 3.7480, loss: 3.7480, grad_norm: 1.9847 2020-07-24 17:22:27,325 - mmaction - INFO - Epoch [33][1880/3757] lr: 9.240e-02, eta: 4 days, 2:54:07, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.1898, top5_acc: 0.4156, loss_cls: 3.8416, loss: 3.8416, grad_norm: 2.0016 2020-07-24 17:22:38,677 - mmaction - INFO - Epoch [33][1900/3757] lr: 9.240e-02, eta: 4 days, 2:52:26, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2039, top5_acc: 0.4375, loss_cls: 3.8271, loss: 3.8271, grad_norm: 1.9837 2020-07-24 17:22:50,126 - mmaction - INFO - Epoch [33][1920/3757] lr: 9.240e-02, eta: 4 days, 2:50:52, time: 0.573, data_time: 0.003, memory: 5236, top1_acc: 0.1914, top5_acc: 0.4047, loss_cls: 3.9081, loss: 3.9081, grad_norm: 2.0648 2020-07-24 17:23:01,512 - mmaction - INFO - Epoch [33][1940/3757] lr: 9.240e-02, eta: 4 days, 2:49:14, time: 0.569, data_time: 0.002, memory: 5236, top1_acc: 0.2313, top5_acc: 0.4578, loss_cls: 3.7221, loss: 3.7221, grad_norm: 1.9300 2020-07-24 17:23:12,818 - mmaction - INFO - Epoch [33][1960/3757] lr: 9.240e-02, eta: 4 days, 2:47:31, time: 0.565, data_time: 0.002, memory: 5236, top1_acc: 0.2086, top5_acc: 0.4422, loss_cls: 3.7959, loss: 3.7959, grad_norm: 2.0117 2020-07-24 17:23:24,188 - mmaction - INFO - Epoch [33][1980/3757] lr: 9.240e-02, eta: 4 days, 2:45:53, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2062, top5_acc: 0.4539, loss_cls: 3.7588, loss: 3.7588, grad_norm: 2.0537 2020-07-24 17:23:35,573 - mmaction - INFO - Epoch [33][2000/3757] lr: 9.240e-02, eta: 4 days, 2:44:15, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2047, top5_acc: 0.4383, loss_cls: 3.7769, loss: 3.7769, grad_norm: 1.9841 2020-07-24 17:23:46,911 - mmaction - INFO - Epoch [33][2020/3757] lr: 9.240e-02, eta: 4 days, 2:42:35, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2078, top5_acc: 0.4242, loss_cls: 3.8525, loss: 3.8525, grad_norm: 1.9964 2020-07-24 17:23:58,266 - mmaction - INFO - Epoch [33][2040/3757] lr: 9.240e-02, eta: 4 days, 2:40:57, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2086, top5_acc: 0.4508, loss_cls: 3.7310, loss: 3.7310, grad_norm: 1.9965 2020-07-24 17:24:09,533 - mmaction - INFO - Epoch [33][2060/3757] lr: 9.240e-02, eta: 4 days, 2:39:14, time: 0.564, data_time: 0.003, memory: 5236, top1_acc: 0.2039, top5_acc: 0.4320, loss_cls: 3.8134, loss: 3.8134, grad_norm: 2.0729 2020-07-24 17:24:20,936 - mmaction - INFO - Epoch [33][2080/3757] lr: 9.240e-02, eta: 4 days, 2:37:39, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2094, top5_acc: 0.4391, loss_cls: 3.8394, loss: 3.8394, grad_norm: 2.0043 2020-07-24 17:24:32,273 - mmaction - INFO - Epoch [33][2100/3757] lr: 9.240e-02, eta: 4 days, 2:36:01, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2156, top5_acc: 0.4516, loss_cls: 3.7321, loss: 3.7321, grad_norm: 2.0229 2020-07-24 17:24:43,574 - mmaction - INFO - Epoch [33][2120/3757] lr: 9.240e-02, eta: 4 days, 2:34:21, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.2148, top5_acc: 0.4469, loss_cls: 3.7903, loss: 3.7903, grad_norm: 2.0002 2020-07-24 17:24:54,923 - mmaction - INFO - Epoch [33][2140/3757] lr: 9.240e-02, eta: 4 days, 2:32:44, time: 0.567, data_time: 0.002, memory: 5236, top1_acc: 0.2133, top5_acc: 0.4641, loss_cls: 3.7424, loss: 3.7424, grad_norm: 2.0557 2020-07-24 17:25:06,334 - mmaction - INFO - Epoch [33][2160/3757] lr: 9.240e-02, eta: 4 days, 2:31:11, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2203, top5_acc: 0.4398, loss_cls: 3.7751, loss: 3.7751, grad_norm: 2.0840 2020-07-24 17:25:17,715 - mmaction - INFO - Epoch [33][2180/3757] lr: 9.240e-02, eta: 4 days, 2:29:37, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.1961, top5_acc: 0.4250, loss_cls: 3.8407, loss: 3.8407, grad_norm: 2.0623 2020-07-24 17:25:29,148 - mmaction - INFO - Epoch [33][2200/3757] lr: 9.240e-02, eta: 4 days, 2:28:05, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2328, top5_acc: 0.4641, loss_cls: 3.6872, loss: 3.6872, grad_norm: 2.0729 2020-07-24 17:25:40,486 - mmaction - INFO - Epoch [33][2220/3757] lr: 9.240e-02, eta: 4 days, 2:26:30, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2109, top5_acc: 0.4367, loss_cls: 3.7748, loss: 3.7748, grad_norm: 2.0384 2020-07-24 17:25:51,839 - mmaction - INFO - Epoch [33][2240/3757] lr: 9.240e-02, eta: 4 days, 2:24:56, time: 0.568, data_time: 0.002, memory: 5236, top1_acc: 0.2070, top5_acc: 0.4305, loss_cls: 3.8047, loss: 3.8047, grad_norm: 2.0033 2020-07-24 17:26:04,397 - mmaction - INFO - Epoch [33][2260/3757] lr: 9.240e-02, eta: 4 days, 2:24:29, time: 0.628, data_time: 0.003, memory: 5236, top1_acc: 0.2117, top5_acc: 0.4523, loss_cls: 3.7741, loss: 3.7741, grad_norm: 2.0197 2020-07-24 17:26:16,774 - mmaction - INFO - Epoch [33][2280/3757] lr: 9.240e-02, eta: 4 days, 2:23:52, time: 0.618, data_time: 0.002, memory: 5236, top1_acc: 0.1930, top5_acc: 0.4437, loss_cls: 3.8213, loss: 3.8213, grad_norm: 2.0631 2020-07-24 17:26:29,655 - mmaction - INFO - Epoch [33][2300/3757] lr: 9.240e-02, eta: 4 days, 2:23:45, time: 0.644, data_time: 0.003, memory: 5236, top1_acc: 0.1984, top5_acc: 0.4344, loss_cls: 3.8615, loss: 3.8615, grad_norm: 2.0233 2020-07-24 17:26:40,972 - mmaction - INFO - Epoch [33][2320/3757] lr: 9.240e-02, eta: 4 days, 2:22:08, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.1898, top5_acc: 0.4359, loss_cls: 3.8821, loss: 3.8821, grad_norm: 2.0253 2020-07-24 17:26:52,332 - mmaction - INFO - Epoch [33][2340/3757] lr: 9.240e-02, eta: 4 days, 2:20:36, time: 0.569, data_time: 0.002, memory: 5236, top1_acc: 0.2195, top5_acc: 0.4477, loss_cls: 3.7324, loss: 3.7324, grad_norm: 1.9714 2020-07-24 17:27:04,711 - mmaction - INFO - Epoch [33][2360/3757] lr: 9.240e-02, eta: 4 days, 2:19:59, time: 0.618, data_time: 0.002, memory: 5236, top1_acc: 0.2133, top5_acc: 0.4508, loss_cls: 3.7382, loss: 3.7382, grad_norm: 2.0045 2020-07-24 17:27:16,178 - mmaction - INFO - Epoch [33][2380/3757] lr: 9.240e-02, eta: 4 days, 2:18:34, time: 0.574, data_time: 0.004, memory: 5236, top1_acc: 0.2008, top5_acc: 0.4281, loss_cls: 3.8067, loss: 3.8067, grad_norm: 2.0226 2020-07-24 17:27:27,520 - mmaction - INFO - Epoch [33][2400/3757] lr: 9.240e-02, eta: 4 days, 2:17:00, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2203, top5_acc: 0.4539, loss_cls: 3.7815, loss: 3.7815, grad_norm: 2.0454 2020-07-24 17:27:38,892 - mmaction - INFO - Epoch [33][2420/3757] lr: 9.240e-02, eta: 4 days, 2:15:28, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2055, top5_acc: 0.4344, loss_cls: 3.7728, loss: 3.7728, grad_norm: 2.0059 2020-07-24 17:27:51,299 - mmaction - INFO - Epoch [33][2440/3757] lr: 9.240e-02, eta: 4 days, 2:14:55, time: 0.620, data_time: 0.003, memory: 5236, top1_acc: 0.2258, top5_acc: 0.4508, loss_cls: 3.7538, loss: 3.7538, grad_norm: 1.9865 2020-07-24 17:28:02,607 - mmaction - INFO - Epoch [33][2460/3757] lr: 9.240e-02, eta: 4 days, 2:13:20, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.1930, top5_acc: 0.4094, loss_cls: 3.8846, loss: 3.8846, grad_norm: 2.0843 2020-07-24 17:28:13,911 - mmaction - INFO - Epoch [33][2480/3757] lr: 9.240e-02, eta: 4 days, 2:11:46, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.1930, top5_acc: 0.4227, loss_cls: 3.8586, loss: 3.8586, grad_norm: 2.0150 2020-07-24 17:28:25,299 - mmaction - INFO - Epoch [33][2500/3757] lr: 9.240e-02, eta: 4 days, 2:10:17, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.1930, top5_acc: 0.4289, loss_cls: 3.8908, loss: 3.8908, grad_norm: 2.0264 2020-07-24 17:28:36,652 - mmaction - INFO - Epoch [33][2520/3757] lr: 9.240e-02, eta: 4 days, 2:08:46, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2016, top5_acc: 0.4367, loss_cls: 3.8129, loss: 3.8129, grad_norm: 1.9993 2020-07-24 17:28:48,050 - mmaction - INFO - Epoch [33][2540/3757] lr: 9.240e-02, eta: 4 days, 2:07:18, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2219, top5_acc: 0.4602, loss_cls: 3.7333, loss: 3.7333, grad_norm: 1.9861 2020-07-24 17:28:59,422 - mmaction - INFO - Epoch [33][2560/3757] lr: 9.240e-02, eta: 4 days, 2:05:49, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2062, top5_acc: 0.4484, loss_cls: 3.7782, loss: 3.7782, grad_norm: 2.0636 2020-07-24 17:29:10,822 - mmaction - INFO - Epoch [33][2580/3757] lr: 9.240e-02, eta: 4 days, 2:04:21, time: 0.570, data_time: 0.002, memory: 5236, top1_acc: 0.2148, top5_acc: 0.4320, loss_cls: 3.7679, loss: 3.7679, grad_norm: 2.0721 2020-07-24 17:29:22,186 - mmaction - INFO - Epoch [33][2600/3757] lr: 9.240e-02, eta: 4 days, 2:02:52, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2000, top5_acc: 0.4492, loss_cls: 3.7515, loss: 3.7515, grad_norm: 2.0692 2020-07-24 17:29:33,598 - mmaction - INFO - Epoch [33][2620/3757] lr: 9.240e-02, eta: 4 days, 2:01:26, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.1859, top5_acc: 0.4000, loss_cls: 3.9171, loss: 3.9171, grad_norm: 2.0129 2020-07-24 17:29:44,991 - mmaction - INFO - Epoch [33][2640/3757] lr: 9.240e-02, eta: 4 days, 1:59:59, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2016, top5_acc: 0.4336, loss_cls: 3.7631, loss: 3.7631, grad_norm: 1.9564 2020-07-24 17:29:56,434 - mmaction - INFO - Epoch [33][2660/3757] lr: 9.240e-02, eta: 4 days, 1:58:36, time: 0.573, data_time: 0.003, memory: 5236, top1_acc: 0.2031, top5_acc: 0.4227, loss_cls: 3.8495, loss: 3.8495, grad_norm: 2.0010 2020-07-24 17:30:07,738 - mmaction - INFO - Epoch [33][2680/3757] lr: 9.240e-02, eta: 4 days, 1:57:05, time: 0.565, data_time: 0.002, memory: 5236, top1_acc: 0.2125, top5_acc: 0.4375, loss_cls: 3.8265, loss: 3.8265, grad_norm: 2.0318 2020-07-24 17:30:19,132 - mmaction - INFO - Epoch [33][2700/3757] lr: 9.240e-02, eta: 4 days, 1:55:38, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2078, top5_acc: 0.4273, loss_cls: 3.8968, loss: 3.8968, grad_norm: 2.0049 2020-07-24 17:30:30,438 - mmaction - INFO - Epoch [33][2720/3757] lr: 9.240e-02, eta: 4 days, 1:54:08, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.1906, top5_acc: 0.4375, loss_cls: 3.8259, loss: 3.8259, grad_norm: 1.9907 2020-07-24 17:30:41,830 - mmaction - INFO - Epoch [33][2740/3757] lr: 9.240e-02, eta: 4 days, 1:52:42, time: 0.569, data_time: 0.010, memory: 5236, top1_acc: 0.2023, top5_acc: 0.4352, loss_cls: 3.7864, loss: 3.7864, grad_norm: 2.0339 2020-07-24 17:30:53,106 - mmaction - INFO - Epoch [33][2760/3757] lr: 9.240e-02, eta: 4 days, 1:51:11, time: 0.564, data_time: 0.003, memory: 5236, top1_acc: 0.2133, top5_acc: 0.4281, loss_cls: 3.7862, loss: 3.7862, grad_norm: 1.9455 2020-07-24 17:31:04,512 - mmaction - INFO - Epoch [33][2780/3757] lr: 9.240e-02, eta: 4 days, 1:49:47, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2125, top5_acc: 0.4562, loss_cls: 3.7489, loss: 3.7489, grad_norm: 1.9897 2020-07-24 17:31:15,932 - mmaction - INFO - Epoch [33][2800/3757] lr: 9.240e-02, eta: 4 days, 1:48:24, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.1922, top5_acc: 0.4102, loss_cls: 3.9032, loss: 3.9032, grad_norm: 2.0141 2020-07-24 17:31:27,318 - mmaction - INFO - Epoch [33][2820/3757] lr: 9.240e-02, eta: 4 days, 1:46:59, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2125, top5_acc: 0.4406, loss_cls: 3.8097, loss: 3.8097, grad_norm: 2.0362 2020-07-24 17:31:38,702 - mmaction - INFO - Epoch [33][2840/3757] lr: 9.240e-02, eta: 4 days, 1:45:35, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.1984, top5_acc: 0.4422, loss_cls: 3.7834, loss: 3.7834, grad_norm: 1.9907 2020-07-24 17:31:50,124 - mmaction - INFO - Epoch [33][2860/3757] lr: 9.240e-02, eta: 4 days, 1:44:13, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2125, top5_acc: 0.4414, loss_cls: 3.8131, loss: 3.8131, grad_norm: 2.0273 2020-07-24 17:32:01,483 - mmaction - INFO - Epoch [33][2880/3757] lr: 9.240e-02, eta: 4 days, 1:42:48, time: 0.568, data_time: 0.002, memory: 5236, top1_acc: 0.2047, top5_acc: 0.4273, loss_cls: 3.8432, loss: 3.8432, grad_norm: 1.9612 2020-07-24 17:32:12,849 - mmaction - INFO - Epoch [33][2900/3757] lr: 9.240e-02, eta: 4 days, 1:41:23, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2039, top5_acc: 0.4477, loss_cls: 3.7740, loss: 3.7740, grad_norm: 1.9843 2020-07-24 17:32:24,258 - mmaction - INFO - Epoch [33][2920/3757] lr: 9.240e-02, eta: 4 days, 1:40:01, time: 0.570, data_time: 0.002, memory: 5236, top1_acc: 0.2109, top5_acc: 0.4477, loss_cls: 3.7682, loss: 3.7682, grad_norm: 2.0394 2020-07-24 17:32:35,704 - mmaction - INFO - Epoch [33][2940/3757] lr: 9.240e-02, eta: 4 days, 1:38:41, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.1891, top5_acc: 0.4219, loss_cls: 3.8494, loss: 3.8494, grad_norm: 2.0786 2020-07-24 17:32:47,122 - mmaction - INFO - Epoch [33][2960/3757] lr: 9.240e-02, eta: 4 days, 1:37:20, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2016, top5_acc: 0.4383, loss_cls: 3.7925, loss: 3.7925, grad_norm: 1.9972 2020-07-24 17:32:58,482 - mmaction - INFO - Epoch [33][2980/3757] lr: 9.240e-02, eta: 4 days, 1:35:56, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.1938, top5_acc: 0.4195, loss_cls: 3.9105, loss: 3.9105, grad_norm: 2.0401 2020-07-24 17:33:09,804 - mmaction - INFO - Epoch [33][3000/3757] lr: 9.240e-02, eta: 4 days, 1:34:31, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2148, top5_acc: 0.4352, loss_cls: 3.7505, loss: 3.7505, grad_norm: 2.0402 2020-07-24 17:33:21,279 - mmaction - INFO - Epoch [33][3020/3757] lr: 9.240e-02, eta: 4 days, 1:33:13, time: 0.573, data_time: 0.002, memory: 5236, top1_acc: 0.2109, top5_acc: 0.4617, loss_cls: 3.7691, loss: 3.7691, grad_norm: 2.0395 2020-07-24 17:33:32,578 - mmaction - INFO - Epoch [33][3040/3757] lr: 9.240e-02, eta: 4 days, 1:31:47, time: 0.565, data_time: 0.001, memory: 5236, top1_acc: 0.1922, top5_acc: 0.4484, loss_cls: 3.8127, loss: 3.8127, grad_norm: 1.9917 2020-07-24 17:33:44,057 - mmaction - INFO - Epoch [33][3060/3757] lr: 9.240e-02, eta: 4 days, 1:30:30, time: 0.573, data_time: 0.003, memory: 5236, top1_acc: 0.2016, top5_acc: 0.4250, loss_cls: 3.8520, loss: 3.8520, grad_norm: 1.9968 2020-07-24 17:33:55,430 - mmaction - INFO - Epoch [33][3080/3757] lr: 9.240e-02, eta: 4 days, 1:29:09, time: 0.569, data_time: 0.004, memory: 5236, top1_acc: 0.1852, top5_acc: 0.4273, loss_cls: 3.8443, loss: 3.8443, grad_norm: 1.9771 2020-07-24 17:34:06,791 - mmaction - INFO - Epoch [33][3100/3757] lr: 9.240e-02, eta: 4 days, 1:27:47, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2016, top5_acc: 0.4336, loss_cls: 3.8057, loss: 3.8057, grad_norm: 1.9776 2020-07-24 17:34:18,141 - mmaction - INFO - Epoch [33][3120/3757] lr: 9.240e-02, eta: 4 days, 1:26:24, time: 0.567, data_time: 0.002, memory: 5236, top1_acc: 0.2109, top5_acc: 0.4219, loss_cls: 3.8125, loss: 3.8125, grad_norm: 2.0212 2020-07-24 17:34:29,406 - mmaction - INFO - Epoch [33][3140/3757] lr: 9.240e-02, eta: 4 days, 1:24:58, time: 0.564, data_time: 0.003, memory: 5236, top1_acc: 0.1984, top5_acc: 0.4281, loss_cls: 3.8584, loss: 3.8584, grad_norm: 1.9902 2020-07-24 17:34:40,763 - mmaction - INFO - Epoch [33][3160/3757] lr: 9.240e-02, eta: 4 days, 1:23:36, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2031, top5_acc: 0.4352, loss_cls: 3.7641, loss: 3.7641, grad_norm: 1.9981 2020-07-24 17:34:52,115 - mmaction - INFO - Epoch [33][3180/3757] lr: 9.240e-02, eta: 4 days, 1:22:15, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2078, top5_acc: 0.4328, loss_cls: 3.7678, loss: 3.7678, grad_norm: 1.9688 2020-07-24 17:35:03,553 - mmaction - INFO - Epoch [33][3200/3757] lr: 9.240e-02, eta: 4 days, 1:20:58, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.2117, top5_acc: 0.4594, loss_cls: 3.7454, loss: 3.7454, grad_norm: 2.0163 2020-07-24 17:35:14,806 - mmaction - INFO - Epoch [33][3220/3757] lr: 9.240e-02, eta: 4 days, 1:19:32, time: 0.563, data_time: 0.001, memory: 5236, top1_acc: 0.1922, top5_acc: 0.4313, loss_cls: 3.8296, loss: 3.8296, grad_norm: 2.0689 2020-07-24 17:35:26,175 - mmaction - INFO - Epoch [33][3240/3757] lr: 9.240e-02, eta: 4 days, 1:18:12, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2031, top5_acc: 0.4234, loss_cls: 3.8595, loss: 3.8595, grad_norm: 2.0284 2020-07-24 17:35:37,511 - mmaction - INFO - Epoch [33][3260/3757] lr: 9.240e-02, eta: 4 days, 1:16:51, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2203, top5_acc: 0.4609, loss_cls: 3.6386, loss: 3.6386, grad_norm: 1.9388 2020-07-24 17:35:48,847 - mmaction - INFO - Epoch [33][3280/3757] lr: 9.240e-02, eta: 4 days, 1:15:30, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2211, top5_acc: 0.4422, loss_cls: 3.7959, loss: 3.7959, grad_norm: 2.0318 2020-07-24 17:36:00,210 - mmaction - INFO - Epoch [33][3300/3757] lr: 9.240e-02, eta: 4 days, 1:14:10, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.1977, top5_acc: 0.4148, loss_cls: 3.9042, loss: 3.9042, grad_norm: 2.0554 2020-07-24 17:36:11,589 - mmaction - INFO - Epoch [33][3320/3757] lr: 9.240e-02, eta: 4 days, 1:12:52, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.1992, top5_acc: 0.4461, loss_cls: 3.8165, loss: 3.8165, grad_norm: 1.9963 2020-07-24 17:36:23,029 - mmaction - INFO - Epoch [33][3340/3757] lr: 9.240e-02, eta: 4 days, 1:11:37, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.1812, top5_acc: 0.4250, loss_cls: 3.8679, loss: 3.8679, grad_norm: 2.0328 2020-07-24 17:36:34,435 - mmaction - INFO - Epoch [33][3360/3757] lr: 9.240e-02, eta: 4 days, 1:10:21, time: 0.570, data_time: 0.002, memory: 5236, top1_acc: 0.1930, top5_acc: 0.4320, loss_cls: 3.8417, loss: 3.8417, grad_norm: 2.0260 2020-07-24 17:36:45,759 - mmaction - INFO - Epoch [33][3380/3757] lr: 9.240e-02, eta: 4 days, 1:09:00, time: 0.566, data_time: 0.001, memory: 5236, top1_acc: 0.1914, top5_acc: 0.4203, loss_cls: 3.9104, loss: 3.9104, grad_norm: 2.0093 2020-07-24 17:36:57,063 - mmaction - INFO - Epoch [33][3400/3757] lr: 9.240e-02, eta: 4 days, 1:07:39, time: 0.566, data_time: 0.001, memory: 5236, top1_acc: 0.1945, top5_acc: 0.4352, loss_cls: 3.8550, loss: 3.8550, grad_norm: 1.9957 2020-07-24 17:37:08,470 - mmaction - INFO - Epoch [33][3420/3757] lr: 9.240e-02, eta: 4 days, 1:06:23, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.1930, top5_acc: 0.4117, loss_cls: 3.8880, loss: 3.8880, grad_norm: 1.9710 2020-07-24 17:37:19,861 - mmaction - INFO - Epoch [33][3440/3757] lr: 9.240e-02, eta: 4 days, 1:05:06, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2078, top5_acc: 0.4352, loss_cls: 3.8407, loss: 3.8407, grad_norm: 1.9938 2020-07-24 17:37:31,246 - mmaction - INFO - Epoch [33][3460/3757] lr: 9.240e-02, eta: 4 days, 1:03:51, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2016, top5_acc: 0.4227, loss_cls: 3.8466, loss: 3.8466, grad_norm: 1.9806 2020-07-24 17:37:42,593 - mmaction - INFO - Epoch [33][3480/3757] lr: 9.240e-02, eta: 4 days, 1:02:32, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2016, top5_acc: 0.4320, loss_cls: 3.8826, loss: 3.8826, grad_norm: 1.9276 2020-07-24 17:37:53,932 - mmaction - INFO - Epoch [33][3500/3757] lr: 9.240e-02, eta: 4 days, 1:01:15, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2016, top5_acc: 0.4391, loss_cls: 3.8282, loss: 3.8282, grad_norm: 1.9879 2020-07-24 17:38:05,194 - mmaction - INFO - Epoch [33][3520/3757] lr: 9.240e-02, eta: 4 days, 0:59:53, time: 0.563, data_time: 0.003, memory: 5236, top1_acc: 0.1992, top5_acc: 0.4383, loss_cls: 3.8352, loss: 3.8352, grad_norm: 1.9932 2020-07-24 17:38:16,555 - mmaction - INFO - Epoch [33][3540/3757] lr: 9.240e-02, eta: 4 days, 0:58:36, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2086, top5_acc: 0.4406, loss_cls: 3.7838, loss: 3.7838, grad_norm: 2.0396 2020-07-24 17:38:27,888 - mmaction - INFO - Epoch [33][3560/3757] lr: 9.240e-02, eta: 4 days, 0:57:18, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2016, top5_acc: 0.4352, loss_cls: 3.7926, loss: 3.7926, grad_norm: 2.0167 2020-07-24 17:38:39,267 - mmaction - INFO - Epoch [33][3580/3757] lr: 9.240e-02, eta: 4 days, 0:56:03, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.1891, top5_acc: 0.4219, loss_cls: 3.8764, loss: 3.8764, grad_norm: 2.0324 2020-07-24 17:38:50,652 - mmaction - INFO - Epoch [33][3600/3757] lr: 9.240e-02, eta: 4 days, 0:54:49, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2297, top5_acc: 0.4516, loss_cls: 3.7691, loss: 3.7691, grad_norm: 1.9885 2020-07-24 17:39:02,027 - mmaction - INFO - Epoch [33][3620/3757] lr: 9.240e-02, eta: 4 days, 0:53:34, time: 0.569, data_time: 0.002, memory: 5236, top1_acc: 0.1898, top5_acc: 0.4547, loss_cls: 3.7552, loss: 3.7552, grad_norm: 1.9922 2020-07-24 17:39:13,377 - mmaction - INFO - Epoch [33][3640/3757] lr: 9.240e-02, eta: 4 days, 0:52:17, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2156, top5_acc: 0.4367, loss_cls: 3.7801, loss: 3.7801, grad_norm: 2.0384 2020-07-24 17:39:24,646 - mmaction - INFO - Epoch [33][3660/3757] lr: 9.240e-02, eta: 4 days, 0:50:57, time: 0.564, data_time: 0.003, memory: 5236, top1_acc: 0.2109, top5_acc: 0.4414, loss_cls: 3.8091, loss: 3.8091, grad_norm: 2.0036 2020-07-24 17:39:35,994 - mmaction - INFO - Epoch [33][3680/3757] lr: 9.240e-02, eta: 4 days, 0:49:42, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.1836, top5_acc: 0.4344, loss_cls: 3.8691, loss: 3.8691, grad_norm: 2.0236 2020-07-24 17:39:47,413 - mmaction - INFO - Epoch [33][3700/3757] lr: 9.240e-02, eta: 4 days, 0:48:30, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.1992, top5_acc: 0.4273, loss_cls: 3.8445, loss: 3.8445, grad_norm: 1.9999 2020-07-24 17:39:58,762 - mmaction - INFO - Epoch [33][3720/3757] lr: 9.240e-02, eta: 4 days, 0:47:15, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2125, top5_acc: 0.4508, loss_cls: 3.8073, loss: 3.8073, grad_norm: 2.1193 2020-07-24 17:40:10,107 - mmaction - INFO - Epoch [33][3740/3757] lr: 9.240e-02, eta: 4 days, 0:46:00, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.1938, top5_acc: 0.4359, loss_cls: 3.8623, loss: 3.8623, grad_norm: 2.0352 2020-07-24 17:43:04,587 - mmaction - INFO - Epoch [34][20/3757] lr: 9.193e-02, eta: 4 days, 2:38:39, time: 8.100, data_time: 7.418, memory: 5236, top1_acc: 0.2172, top5_acc: 0.4602, loss_cls: 3.6668, loss: 3.6668, grad_norm: 1.9708 2020-07-24 17:43:15,823 - mmaction - INFO - Epoch [34][40/3757] lr: 9.193e-02, eta: 4 days, 2:37:08, time: 0.562, data_time: 0.002, memory: 5236, top1_acc: 0.1961, top5_acc: 0.4219, loss_cls: 3.8144, loss: 3.8144, grad_norm: 2.0387 2020-07-24 17:43:27,201 - mmaction - INFO - Epoch [34][60/3757] lr: 9.193e-02, eta: 4 days, 2:35:43, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2031, top5_acc: 0.4461, loss_cls: 3.7738, loss: 3.7738, grad_norm: 2.0004 2020-07-24 17:43:38,557 - mmaction - INFO - Epoch [34][80/3757] lr: 9.193e-02, eta: 4 days, 2:34:17, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2109, top5_acc: 0.4391, loss_cls: 3.7819, loss: 3.7819, grad_norm: 2.0127 2020-07-24 17:43:49,900 - mmaction - INFO - Epoch [34][100/3757] lr: 9.193e-02, eta: 4 days, 2:32:51, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2289, top5_acc: 0.4477, loss_cls: 3.7513, loss: 3.7513, grad_norm: 1.9959 2020-07-24 17:44:01,160 - mmaction - INFO - Epoch [34][120/3757] lr: 9.193e-02, eta: 4 days, 2:31:21, time: 0.563, data_time: 0.003, memory: 5236, top1_acc: 0.1977, top5_acc: 0.4148, loss_cls: 3.8526, loss: 3.8526, grad_norm: 2.0602 2020-07-24 17:44:12,458 - mmaction - INFO - Epoch [34][140/3757] lr: 9.193e-02, eta: 4 days, 2:29:53, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.2000, top5_acc: 0.4297, loss_cls: 3.8263, loss: 3.8263, grad_norm: 1.9907 2020-07-24 17:44:23,831 - mmaction - INFO - Epoch [34][160/3757] lr: 9.193e-02, eta: 4 days, 2:28:28, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2219, top5_acc: 0.4461, loss_cls: 3.7583, loss: 3.7583, grad_norm: 1.9312 2020-07-24 17:44:35,140 - mmaction - INFO - Epoch [34][180/3757] lr: 9.193e-02, eta: 4 days, 2:27:02, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2211, top5_acc: 0.4641, loss_cls: 3.6868, loss: 3.6868, grad_norm: 2.0844 2020-07-24 17:44:46,541 - mmaction - INFO - Epoch [34][200/3757] lr: 9.193e-02, eta: 4 days, 2:25:40, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2258, top5_acc: 0.4469, loss_cls: 3.7123, loss: 3.7123, grad_norm: 2.0369 2020-07-24 17:44:57,819 - mmaction - INFO - Epoch [34][220/3757] lr: 9.193e-02, eta: 4 days, 2:24:12, time: 0.564, data_time: 0.003, memory: 5236, top1_acc: 0.2164, top5_acc: 0.4469, loss_cls: 3.7521, loss: 3.7521, grad_norm: 2.0294 2020-07-24 17:45:09,207 - mmaction - INFO - Epoch [34][240/3757] lr: 9.193e-02, eta: 4 days, 2:22:50, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2148, top5_acc: 0.4414, loss_cls: 3.7791, loss: 3.7791, grad_norm: 2.0521 2020-07-24 17:45:20,599 - mmaction - INFO - Epoch [34][260/3757] lr: 9.193e-02, eta: 4 days, 2:21:29, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.1930, top5_acc: 0.4313, loss_cls: 3.8128, loss: 3.8128, grad_norm: 2.0387 2020-07-24 17:45:32,029 - mmaction - INFO - Epoch [34][280/3757] lr: 9.193e-02, eta: 4 days, 2:20:09, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2133, top5_acc: 0.4281, loss_cls: 3.8235, loss: 3.8235, grad_norm: 2.0468 2020-07-24 17:45:43,432 - mmaction - INFO - Epoch [34][300/3757] lr: 9.193e-02, eta: 4 days, 2:18:48, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2180, top5_acc: 0.4328, loss_cls: 3.7782, loss: 3.7782, grad_norm: 2.0441 2020-07-24 17:45:54,868 - mmaction - INFO - Epoch [34][320/3757] lr: 9.193e-02, eta: 4 days, 2:17:29, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2141, top5_acc: 0.4406, loss_cls: 3.7658, loss: 3.7658, grad_norm: 2.0095 2020-07-24 17:46:06,329 - mmaction - INFO - Epoch [34][340/3757] lr: 9.193e-02, eta: 4 days, 2:16:11, time: 0.573, data_time: 0.003, memory: 5236, top1_acc: 0.2242, top5_acc: 0.4367, loss_cls: 3.7502, loss: 3.7502, grad_norm: 2.0187 2020-07-24 17:46:17,696 - mmaction - INFO - Epoch [34][360/3757] lr: 9.193e-02, eta: 4 days, 2:14:50, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2070, top5_acc: 0.4281, loss_cls: 3.8703, loss: 3.8703, grad_norm: 2.0608 2020-07-24 17:46:29,096 - mmaction - INFO - Epoch [34][380/3757] lr: 9.193e-02, eta: 4 days, 2:13:30, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.1914, top5_acc: 0.4289, loss_cls: 3.8661, loss: 3.8661, grad_norm: 2.0652 2020-07-24 17:46:40,556 - mmaction - INFO - Epoch [34][400/3757] lr: 9.193e-02, eta: 4 days, 2:12:13, time: 0.573, data_time: 0.003, memory: 5236, top1_acc: 0.2180, top5_acc: 0.4648, loss_cls: 3.7119, loss: 3.7119, grad_norm: 2.0091 2020-07-24 17:46:51,941 - mmaction - INFO - Epoch [34][420/3757] lr: 9.193e-02, eta: 4 days, 2:10:53, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.1891, top5_acc: 0.4180, loss_cls: 3.8790, loss: 3.8790, grad_norm: 2.0401 2020-07-24 17:47:03,371 - mmaction - INFO - Epoch [34][440/3757] lr: 9.193e-02, eta: 4 days, 2:09:35, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.2219, top5_acc: 0.4242, loss_cls: 3.7710, loss: 3.7710, grad_norm: 1.9926 2020-07-24 17:47:14,797 - mmaction - INFO - Epoch [34][460/3757] lr: 9.193e-02, eta: 4 days, 2:08:17, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2008, top5_acc: 0.4383, loss_cls: 3.8069, loss: 3.8069, grad_norm: 2.0221 2020-07-24 17:47:26,163 - mmaction - INFO - Epoch [34][480/3757] lr: 9.193e-02, eta: 4 days, 2:06:57, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2016, top5_acc: 0.4281, loss_cls: 3.8772, loss: 3.8772, grad_norm: 2.0608 2020-07-24 17:47:37,539 - mmaction - INFO - Epoch [34][500/3757] lr: 9.193e-02, eta: 4 days, 2:05:37, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2102, top5_acc: 0.4492, loss_cls: 3.7753, loss: 3.7753, grad_norm: 2.0005 2020-07-24 17:47:48,958 - mmaction - INFO - Epoch [34][520/3757] lr: 9.193e-02, eta: 4 days, 2:04:19, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2242, top5_acc: 0.4500, loss_cls: 3.7256, loss: 3.7256, grad_norm: 2.0352 2020-07-24 17:48:00,408 - mmaction - INFO - Epoch [34][540/3757] lr: 9.193e-02, eta: 4 days, 2:03:04, time: 0.573, data_time: 0.003, memory: 5236, top1_acc: 0.2039, top5_acc: 0.4344, loss_cls: 3.8278, loss: 3.8278, grad_norm: 2.0211 2020-07-24 17:48:11,829 - mmaction - INFO - Epoch [34][560/3757] lr: 9.193e-02, eta: 4 days, 2:01:47, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2086, top5_acc: 0.4281, loss_cls: 3.8086, loss: 3.8086, grad_norm: 1.9797 2020-07-24 17:48:23,310 - mmaction - INFO - Epoch [34][580/3757] lr: 9.193e-02, eta: 4 days, 2:00:33, time: 0.574, data_time: 0.003, memory: 5236, top1_acc: 0.2125, top5_acc: 0.4477, loss_cls: 3.7967, loss: 3.7967, grad_norm: 2.0289 2020-07-24 17:48:34,740 - mmaction - INFO - Epoch [34][600/3757] lr: 9.193e-02, eta: 4 days, 1:59:17, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.1875, top5_acc: 0.4031, loss_cls: 3.9072, loss: 3.9072, grad_norm: 2.0302 2020-07-24 17:48:46,013 - mmaction - INFO - Epoch [34][620/3757] lr: 9.193e-02, eta: 4 days, 1:57:54, time: 0.564, data_time: 0.003, memory: 5236, top1_acc: 0.2062, top5_acc: 0.4398, loss_cls: 3.7579, loss: 3.7579, grad_norm: 2.0243 2020-07-24 17:48:57,307 - mmaction - INFO - Epoch [34][640/3757] lr: 9.193e-02, eta: 4 days, 1:56:32, time: 0.565, data_time: 0.002, memory: 5236, top1_acc: 0.2086, top5_acc: 0.4555, loss_cls: 3.7635, loss: 3.7635, grad_norm: 2.0032 2020-07-24 17:49:08,647 - mmaction - INFO - Epoch [34][660/3757] lr: 9.193e-02, eta: 4 days, 1:55:12, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2125, top5_acc: 0.4523, loss_cls: 3.7330, loss: 3.7330, grad_norm: 1.9979 2020-07-24 17:49:20,011 - mmaction - INFO - Epoch [34][680/3757] lr: 9.193e-02, eta: 4 days, 1:53:54, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2133, top5_acc: 0.4258, loss_cls: 3.8017, loss: 3.8017, grad_norm: 2.0059 2020-07-24 17:49:31,328 - mmaction - INFO - Epoch [34][700/3757] lr: 9.193e-02, eta: 4 days, 1:52:34, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.1930, top5_acc: 0.4313, loss_cls: 3.7984, loss: 3.7984, grad_norm: 1.9900 2020-07-24 17:49:42,745 - mmaction - INFO - Epoch [34][720/3757] lr: 9.193e-02, eta: 4 days, 1:51:19, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2055, top5_acc: 0.4398, loss_cls: 3.7754, loss: 3.7754, grad_norm: 2.0016 2020-07-24 17:49:54,114 - mmaction - INFO - Epoch [34][740/3757] lr: 9.193e-02, eta: 4 days, 1:50:02, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.1961, top5_acc: 0.4383, loss_cls: 3.8055, loss: 3.8055, grad_norm: 2.0056 2020-07-24 17:50:05,459 - mmaction - INFO - Epoch [34][760/3757] lr: 9.193e-02, eta: 4 days, 1:48:44, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2062, top5_acc: 0.4414, loss_cls: 3.7194, loss: 3.7194, grad_norm: 2.0782 2020-07-24 17:50:16,819 - mmaction - INFO - Epoch [34][780/3757] lr: 9.193e-02, eta: 4 days, 1:47:26, time: 0.568, data_time: 0.002, memory: 5236, top1_acc: 0.1984, top5_acc: 0.4367, loss_cls: 3.7746, loss: 3.7746, grad_norm: 2.0792 2020-07-24 17:50:28,134 - mmaction - INFO - Epoch [34][800/3757] lr: 9.193e-02, eta: 4 days, 1:46:07, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2109, top5_acc: 0.4172, loss_cls: 3.8573, loss: 3.8573, grad_norm: 2.0402 2020-07-24 17:50:39,514 - mmaction - INFO - Epoch [34][820/3757] lr: 9.193e-02, eta: 4 days, 1:44:51, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2062, top5_acc: 0.4461, loss_cls: 3.7649, loss: 3.7649, grad_norm: 2.0107 2020-07-24 17:50:50,837 - mmaction - INFO - Epoch [34][840/3757] lr: 9.193e-02, eta: 4 days, 1:43:33, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.1922, top5_acc: 0.4422, loss_cls: 3.8685, loss: 3.8685, grad_norm: 2.0955 2020-07-24 17:51:02,201 - mmaction - INFO - Epoch [34][860/3757] lr: 9.193e-02, eta: 4 days, 1:42:17, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.1969, top5_acc: 0.4437, loss_cls: 3.7250, loss: 3.7250, grad_norm: 2.0106 2020-07-24 17:51:13,602 - mmaction - INFO - Epoch [34][880/3757] lr: 9.193e-02, eta: 4 days, 1:41:02, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.1898, top5_acc: 0.4203, loss_cls: 3.8157, loss: 3.8157, grad_norm: 2.0130 2020-07-24 17:51:24,971 - mmaction - INFO - Epoch [34][900/3757] lr: 9.193e-02, eta: 4 days, 1:39:47, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2102, top5_acc: 0.4477, loss_cls: 3.7696, loss: 3.7696, grad_norm: 2.0055 2020-07-24 17:51:36,395 - mmaction - INFO - Epoch [34][920/3757] lr: 9.193e-02, eta: 4 days, 1:38:34, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2148, top5_acc: 0.4531, loss_cls: 3.7008, loss: 3.7008, grad_norm: 2.0195 2020-07-24 17:51:47,726 - mmaction - INFO - Epoch [34][940/3757] lr: 9.193e-02, eta: 4 days, 1:37:17, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2188, top5_acc: 0.4437, loss_cls: 3.7283, loss: 3.7283, grad_norm: 2.0284 2020-07-24 17:51:59,308 - mmaction - INFO - Epoch [34][960/3757] lr: 9.193e-02, eta: 4 days, 1:36:12, time: 0.579, data_time: 0.005, memory: 5236, top1_acc: 0.2117, top5_acc: 0.4453, loss_cls: 3.7401, loss: 3.7401, grad_norm: 2.0113 2020-07-24 17:52:10,663 - mmaction - INFO - Epoch [34][980/3757] lr: 9.193e-02, eta: 4 days, 1:34:56, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.1992, top5_acc: 0.4453, loss_cls: 3.7896, loss: 3.7896, grad_norm: 2.0894 2020-07-24 17:52:22,051 - mmaction - INFO - Epoch [34][1000/3757] lr: 9.193e-02, eta: 4 days, 1:33:43, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2008, top5_acc: 0.4383, loss_cls: 3.8243, loss: 3.8243, grad_norm: 2.0756 2020-07-24 17:52:33,442 - mmaction - INFO - Epoch [34][1020/3757] lr: 9.193e-02, eta: 4 days, 1:32:29, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.1969, top5_acc: 0.4313, loss_cls: 3.7548, loss: 3.7548, grad_norm: 2.0568 2020-07-24 17:52:44,799 - mmaction - INFO - Epoch [34][1040/3757] lr: 9.193e-02, eta: 4 days, 1:31:15, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2086, top5_acc: 0.4281, loss_cls: 3.7781, loss: 3.7781, grad_norm: 2.0223 2020-07-24 17:52:56,206 - mmaction - INFO - Epoch [34][1060/3757] lr: 9.193e-02, eta: 4 days, 1:30:02, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2313, top5_acc: 0.4508, loss_cls: 3.7481, loss: 3.7481, grad_norm: 2.0711 2020-07-24 17:53:07,629 - mmaction - INFO - Epoch [34][1080/3757] lr: 9.193e-02, eta: 4 days, 1:28:51, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.2273, top5_acc: 0.4531, loss_cls: 3.7051, loss: 3.7051, grad_norm: 2.0475 2020-07-24 17:53:18,985 - mmaction - INFO - Epoch [34][1100/3757] lr: 9.193e-02, eta: 4 days, 1:27:37, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.1984, top5_acc: 0.4094, loss_cls: 3.8683, loss: 3.8683, grad_norm: 2.0886 2020-07-24 17:53:30,302 - mmaction - INFO - Epoch [34][1120/3757] lr: 9.193e-02, eta: 4 days, 1:26:22, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2039, top5_acc: 0.4281, loss_cls: 3.7888, loss: 3.7888, grad_norm: 1.9974 2020-07-24 17:53:41,673 - mmaction - INFO - Epoch [34][1140/3757] lr: 9.193e-02, eta: 4 days, 1:25:08, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2117, top5_acc: 0.4375, loss_cls: 3.8007, loss: 3.8007, grad_norm: 2.0188 2020-07-24 17:53:52,990 - mmaction - INFO - Epoch [34][1160/3757] lr: 9.193e-02, eta: 4 days, 1:23:53, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.1805, top5_acc: 0.4328, loss_cls: 3.8141, loss: 3.8141, grad_norm: 2.0653 2020-07-24 17:54:04,331 - mmaction - INFO - Epoch [34][1180/3757] lr: 9.193e-02, eta: 4 days, 1:22:39, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2039, top5_acc: 0.4305, loss_cls: 3.8180, loss: 3.8180, grad_norm: 2.0865 2020-07-24 17:54:15,739 - mmaction - INFO - Epoch [34][1200/3757] lr: 9.193e-02, eta: 4 days, 1:21:28, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2086, top5_acc: 0.4430, loss_cls: 3.8223, loss: 3.8223, grad_norm: 2.0445 2020-07-24 17:54:27,152 - mmaction - INFO - Epoch [34][1220/3757] lr: 9.193e-02, eta: 4 days, 1:20:18, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2109, top5_acc: 0.4289, loss_cls: 3.8221, loss: 3.8221, grad_norm: 2.0704 2020-07-24 17:54:38,560 - mmaction - INFO - Epoch [34][1240/3757] lr: 9.193e-02, eta: 4 days, 1:19:08, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.1852, top5_acc: 0.4289, loss_cls: 3.8200, loss: 3.8200, grad_norm: 2.0133 2020-07-24 17:54:49,942 - mmaction - INFO - Epoch [34][1260/3757] lr: 9.193e-02, eta: 4 days, 1:17:56, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2148, top5_acc: 0.4695, loss_cls: 3.7054, loss: 3.7054, grad_norm: 2.0127 2020-07-24 17:55:01,304 - mmaction - INFO - Epoch [34][1280/3757] lr: 9.193e-02, eta: 4 days, 1:16:44, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2078, top5_acc: 0.4250, loss_cls: 3.8169, loss: 3.8169, grad_norm: 2.0637 2020-07-24 17:55:12,634 - mmaction - INFO - Epoch [34][1300/3757] lr: 9.193e-02, eta: 4 days, 1:15:31, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.1867, top5_acc: 0.4406, loss_cls: 3.8003, loss: 3.8003, grad_norm: 2.0022 2020-07-24 17:55:24,046 - mmaction - INFO - Epoch [34][1320/3757] lr: 9.193e-02, eta: 4 days, 1:14:21, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2133, top5_acc: 0.4508, loss_cls: 3.7568, loss: 3.7568, grad_norm: 1.9802 2020-07-24 17:55:35,408 - mmaction - INFO - Epoch [34][1340/3757] lr: 9.193e-02, eta: 4 days, 1:13:10, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2141, top5_acc: 0.4570, loss_cls: 3.7561, loss: 3.7561, grad_norm: 1.9417 2020-07-24 17:55:46,824 - mmaction - INFO - Epoch [34][1360/3757] lr: 9.193e-02, eta: 4 days, 1:12:01, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2156, top5_acc: 0.4492, loss_cls: 3.7681, loss: 3.7681, grad_norm: 2.0031 2020-07-24 17:55:58,199 - mmaction - INFO - Epoch [34][1380/3757] lr: 9.193e-02, eta: 4 days, 1:10:50, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2102, top5_acc: 0.4664, loss_cls: 3.6614, loss: 3.6614, grad_norm: 2.0671 2020-07-24 17:56:09,612 - mmaction - INFO - Epoch [34][1400/3757] lr: 9.193e-02, eta: 4 days, 1:09:42, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2156, top5_acc: 0.4617, loss_cls: 3.7138, loss: 3.7138, grad_norm: 2.0506 2020-07-24 17:56:20,916 - mmaction - INFO - Epoch [34][1420/3757] lr: 9.193e-02, eta: 4 days, 1:08:28, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.2102, top5_acc: 0.4562, loss_cls: 3.6917, loss: 3.6917, grad_norm: 2.0721 2020-07-24 17:56:32,240 - mmaction - INFO - Epoch [34][1440/3757] lr: 9.193e-02, eta: 4 days, 1:07:16, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2141, top5_acc: 0.4516, loss_cls: 3.7215, loss: 3.7215, grad_norm: 2.0568 2020-07-24 17:56:43,649 - mmaction - INFO - Epoch [34][1460/3757] lr: 9.193e-02, eta: 4 days, 1:06:07, time: 0.570, data_time: 0.002, memory: 5236, top1_acc: 0.1969, top5_acc: 0.4078, loss_cls: 3.8777, loss: 3.8777, grad_norm: 2.0384 2020-07-24 17:56:55,015 - mmaction - INFO - Epoch [34][1480/3757] lr: 9.193e-02, eta: 4 days, 1:04:58, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.1930, top5_acc: 0.4289, loss_cls: 3.8542, loss: 3.8542, grad_norm: 1.9970 2020-07-24 17:57:06,423 - mmaction - INFO - Epoch [34][1500/3757] lr: 9.193e-02, eta: 4 days, 1:03:50, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2094, top5_acc: 0.4398, loss_cls: 3.7301, loss: 3.7301, grad_norm: 1.9834 2020-07-24 17:57:17,836 - mmaction - INFO - Epoch [34][1520/3757] lr: 9.193e-02, eta: 4 days, 1:02:42, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2008, top5_acc: 0.4109, loss_cls: 3.8588, loss: 3.8588, grad_norm: 2.0781 2020-07-24 17:57:29,139 - mmaction - INFO - Epoch [34][1540/3757] lr: 9.193e-02, eta: 4 days, 1:01:29, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.2008, top5_acc: 0.4273, loss_cls: 3.8723, loss: 3.8723, grad_norm: 2.0149 2020-07-24 17:57:40,522 - mmaction - INFO - Epoch [34][1560/3757] lr: 9.193e-02, eta: 4 days, 1:00:22, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2039, top5_acc: 0.4414, loss_cls: 3.7183, loss: 3.7183, grad_norm: 1.9676 2020-07-24 17:57:51,934 - mmaction - INFO - Epoch [34][1580/3757] lr: 9.193e-02, eta: 4 days, 0:59:14, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.1914, top5_acc: 0.4398, loss_cls: 3.7845, loss: 3.7845, grad_norm: 2.0564 2020-07-24 17:58:03,284 - mmaction - INFO - Epoch [34][1600/3757] lr: 9.193e-02, eta: 4 days, 0:58:05, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2289, top5_acc: 0.4664, loss_cls: 3.7449, loss: 3.7449, grad_norm: 2.0262 2020-07-24 17:58:14,638 - mmaction - INFO - Epoch [34][1620/3757] lr: 9.193e-02, eta: 4 days, 0:56:55, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2180, top5_acc: 0.4539, loss_cls: 3.8131, loss: 3.8131, grad_norm: 1.9977 2020-07-24 17:58:26,064 - mmaction - INFO - Epoch [34][1640/3757] lr: 9.193e-02, eta: 4 days, 0:55:49, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2125, top5_acc: 0.4547, loss_cls: 3.8138, loss: 3.8138, grad_norm: 2.0377 2020-07-24 17:58:37,442 - mmaction - INFO - Epoch [34][1660/3757] lr: 9.193e-02, eta: 4 days, 0:54:41, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2070, top5_acc: 0.4148, loss_cls: 3.8486, loss: 3.8486, grad_norm: 2.0519 2020-07-24 17:58:48,814 - mmaction - INFO - Epoch [34][1680/3757] lr: 9.193e-02, eta: 4 days, 0:53:33, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2125, top5_acc: 0.4430, loss_cls: 3.7849, loss: 3.7849, grad_norm: 1.9770 2020-07-24 17:59:00,133 - mmaction - INFO - Epoch [34][1700/3757] lr: 9.193e-02, eta: 4 days, 0:52:24, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2086, top5_acc: 0.4328, loss_cls: 3.8284, loss: 3.8284, grad_norm: 1.9808 2020-07-24 17:59:11,585 - mmaction - INFO - Epoch [34][1720/3757] lr: 9.193e-02, eta: 4 days, 0:51:19, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.1969, top5_acc: 0.4398, loss_cls: 3.8653, loss: 3.8653, grad_norm: 2.0163 2020-07-24 17:59:22,920 - mmaction - INFO - Epoch [34][1740/3757] lr: 9.193e-02, eta: 4 days, 0:50:10, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2180, top5_acc: 0.4531, loss_cls: 3.7839, loss: 3.7839, grad_norm: 2.0216 2020-07-24 17:59:34,333 - mmaction - INFO - Epoch [34][1760/3757] lr: 9.193e-02, eta: 4 days, 0:49:05, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.1953, top5_acc: 0.4266, loss_cls: 3.8819, loss: 3.8819, grad_norm: 2.0171 2020-07-24 17:59:45,899 - mmaction - INFO - Epoch [34][1780/3757] lr: 9.193e-02, eta: 4 days, 0:48:06, time: 0.578, data_time: 0.003, memory: 5236, top1_acc: 0.1906, top5_acc: 0.4195, loss_cls: 3.9099, loss: 3.9099, grad_norm: 1.9867 2020-07-24 17:59:57,304 - mmaction - INFO - Epoch [34][1800/3757] lr: 9.193e-02, eta: 4 days, 0:47:00, time: 0.570, data_time: 0.002, memory: 5236, top1_acc: 0.2125, top5_acc: 0.4234, loss_cls: 3.8016, loss: 3.8016, grad_norm: 1.9920 2020-07-24 18:00:15,307 - mmaction - INFO - Epoch [34][1820/3757] lr: 9.193e-02, eta: 4 days, 0:50:31, time: 0.898, data_time: 0.003, memory: 5236, top1_acc: 0.1852, top5_acc: 0.4320, loss_cls: 3.8636, loss: 3.8636, grad_norm: 2.0420 2020-07-24 18:00:26,757 - mmaction - INFO - Epoch [34][1840/3757] lr: 9.193e-02, eta: 4 days, 0:49:28, time: 0.574, data_time: 0.005, memory: 5236, top1_acc: 0.1969, top5_acc: 0.4156, loss_cls: 3.8523, loss: 3.8523, grad_norm: 1.9962 2020-07-24 18:00:38,342 - mmaction - INFO - Epoch [34][1860/3757] lr: 9.193e-02, eta: 4 days, 0:48:31, time: 0.580, data_time: 0.003, memory: 5236, top1_acc: 0.1859, top5_acc: 0.4297, loss_cls: 3.8858, loss: 3.8858, grad_norm: 2.0014 2020-07-24 18:00:49,640 - mmaction - INFO - Epoch [34][1880/3757] lr: 9.193e-02, eta: 4 days, 0:47:21, time: 0.565, data_time: 0.001, memory: 5236, top1_acc: 0.2258, top5_acc: 0.4391, loss_cls: 3.8009, loss: 3.8009, grad_norm: 1.9828 2020-07-24 18:01:00,929 - mmaction - INFO - Epoch [34][1900/3757] lr: 9.193e-02, eta: 4 days, 0:46:11, time: 0.564, data_time: 0.003, memory: 5236, top1_acc: 0.2133, top5_acc: 0.4641, loss_cls: 3.7178, loss: 3.7178, grad_norm: 2.0015 2020-07-24 18:01:12,311 - mmaction - INFO - Epoch [34][1920/3757] lr: 9.193e-02, eta: 4 days, 0:45:04, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2258, top5_acc: 0.4500, loss_cls: 3.6900, loss: 3.6900, grad_norm: 2.0281 2020-07-24 18:01:23,703 - mmaction - INFO - Epoch [34][1940/3757] lr: 9.193e-02, eta: 4 days, 0:43:59, time: 0.570, data_time: 0.004, memory: 5236, top1_acc: 0.1984, top5_acc: 0.4352, loss_cls: 3.8601, loss: 3.8601, grad_norm: 2.0665 2020-07-24 18:01:35,132 - mmaction - INFO - Epoch [34][1960/3757] lr: 9.193e-02, eta: 4 days, 0:42:56, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.2047, top5_acc: 0.4313, loss_cls: 3.8182, loss: 3.8182, grad_norm: 2.0155 2020-07-24 18:01:46,515 - mmaction - INFO - Epoch [34][1980/3757] lr: 9.193e-02, eta: 4 days, 0:41:51, time: 0.569, data_time: 0.002, memory: 5236, top1_acc: 0.2148, top5_acc: 0.4539, loss_cls: 3.7755, loss: 3.7755, grad_norm: 1.9880 2020-07-24 18:01:57,925 - mmaction - INFO - Epoch [34][2000/3757] lr: 9.193e-02, eta: 4 days, 0:40:46, time: 0.570, data_time: 0.002, memory: 5236, top1_acc: 0.2086, top5_acc: 0.4375, loss_cls: 3.8147, loss: 3.8147, grad_norm: 1.9866 2020-07-24 18:02:09,241 - mmaction - INFO - Epoch [34][2020/3757] lr: 9.193e-02, eta: 4 days, 0:39:39, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2195, top5_acc: 0.4578, loss_cls: 3.7061, loss: 3.7061, grad_norm: 1.9964 2020-07-24 18:02:20,610 - mmaction - INFO - Epoch [34][2040/3757] lr: 9.193e-02, eta: 4 days, 0:38:33, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.1789, top5_acc: 0.4102, loss_cls: 3.9167, loss: 3.9167, grad_norm: 2.0774 2020-07-24 18:02:31,913 - mmaction - INFO - Epoch [34][2060/3757] lr: 9.193e-02, eta: 4 days, 0:37:25, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.1953, top5_acc: 0.4328, loss_cls: 3.8088, loss: 3.8088, grad_norm: 2.0151 2020-07-24 18:02:43,234 - mmaction - INFO - Epoch [34][2080/3757] lr: 9.193e-02, eta: 4 days, 0:36:18, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2078, top5_acc: 0.4125, loss_cls: 3.8590, loss: 3.8590, grad_norm: 2.0235 2020-07-24 18:02:54,657 - mmaction - INFO - Epoch [34][2100/3757] lr: 9.193e-02, eta: 4 days, 0:35:15, time: 0.571, data_time: 0.002, memory: 5236, top1_acc: 0.1883, top5_acc: 0.4227, loss_cls: 3.8618, loss: 3.8618, grad_norm: 2.0353 2020-07-24 18:03:06,017 - mmaction - INFO - Epoch [34][2120/3757] lr: 9.193e-02, eta: 4 days, 0:34:10, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2039, top5_acc: 0.4188, loss_cls: 3.8745, loss: 3.8745, grad_norm: 2.0106 2020-07-24 18:03:17,429 - mmaction - INFO - Epoch [34][2140/3757] lr: 9.193e-02, eta: 4 days, 0:33:07, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.1867, top5_acc: 0.4164, loss_cls: 3.8390, loss: 3.8390, grad_norm: 2.0219 2020-07-24 18:03:28,852 - mmaction - INFO - Epoch [34][2160/3757] lr: 9.193e-02, eta: 4 days, 0:32:04, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2039, top5_acc: 0.4313, loss_cls: 3.8240, loss: 3.8240, grad_norm: 1.9501 2020-07-24 18:03:40,298 - mmaction - INFO - Epoch [34][2180/3757] lr: 9.193e-02, eta: 4 days, 0:31:03, time: 0.572, data_time: 0.002, memory: 5236, top1_acc: 0.2164, top5_acc: 0.4469, loss_cls: 3.7293, loss: 3.7293, grad_norm: 2.0381 2020-07-24 18:03:51,717 - mmaction - INFO - Epoch [34][2200/3757] lr: 9.193e-02, eta: 4 days, 0:30:01, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2125, top5_acc: 0.4477, loss_cls: 3.7614, loss: 3.7614, grad_norm: 2.0583 2020-07-24 18:04:03,145 - mmaction - INFO - Epoch [34][2220/3757] lr: 9.193e-02, eta: 4 days, 0:28:59, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2156, top5_acc: 0.4250, loss_cls: 3.7893, loss: 3.7893, grad_norm: 2.0331 2020-07-24 18:04:14,588 - mmaction - INFO - Epoch [34][2240/3757] lr: 9.193e-02, eta: 4 days, 0:27:58, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.1984, top5_acc: 0.4359, loss_cls: 3.8270, loss: 3.8270, grad_norm: 2.0739 2020-07-24 18:04:25,964 - mmaction - INFO - Epoch [34][2260/3757] lr: 9.193e-02, eta: 4 days, 0:26:54, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2102, top5_acc: 0.4414, loss_cls: 3.7924, loss: 3.7924, grad_norm: 2.0241 2020-07-24 18:04:37,377 - mmaction - INFO - Epoch [34][2280/3757] lr: 9.193e-02, eta: 4 days, 0:25:53, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2039, top5_acc: 0.4391, loss_cls: 3.7555, loss: 3.7555, grad_norm: 2.0455 2020-07-24 18:04:48,693 - mmaction - INFO - Epoch [34][2300/3757] lr: 9.193e-02, eta: 4 days, 0:24:47, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2156, top5_acc: 0.4445, loss_cls: 3.8408, loss: 3.8408, grad_norm: 2.0297 2020-07-24 18:05:00,054 - mmaction - INFO - Epoch [34][2320/3757] lr: 9.193e-02, eta: 4 days, 0:23:43, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2250, top5_acc: 0.4336, loss_cls: 3.8138, loss: 3.8138, grad_norm: 2.0309 2020-07-24 18:05:11,438 - mmaction - INFO - Epoch [34][2340/3757] lr: 9.193e-02, eta: 4 days, 0:22:41, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.1961, top5_acc: 0.4328, loss_cls: 3.8588, loss: 3.8588, grad_norm: 2.0265 2020-07-24 18:05:22,849 - mmaction - INFO - Epoch [34][2360/3757] lr: 9.193e-02, eta: 4 days, 0:21:39, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2164, top5_acc: 0.4508, loss_cls: 3.7282, loss: 3.7282, grad_norm: 2.0276 2020-07-24 18:05:34,202 - mmaction - INFO - Epoch [34][2380/3757] lr: 9.193e-02, eta: 4 days, 0:20:36, time: 0.568, data_time: 0.004, memory: 5236, top1_acc: 0.2227, top5_acc: 0.4711, loss_cls: 3.7163, loss: 3.7163, grad_norm: 2.0651 2020-07-24 18:05:45,611 - mmaction - INFO - Epoch [34][2400/3757] lr: 9.193e-02, eta: 4 days, 0:19:35, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.1969, top5_acc: 0.4258, loss_cls: 3.8508, loss: 3.8508, grad_norm: 2.0842 2020-07-24 18:05:57,059 - mmaction - INFO - Epoch [34][2420/3757] lr: 9.193e-02, eta: 4 days, 0:18:36, time: 0.573, data_time: 0.003, memory: 5236, top1_acc: 0.2047, top5_acc: 0.4320, loss_cls: 3.8048, loss: 3.8048, grad_norm: 2.0278 2020-07-24 18:06:08,432 - mmaction - INFO - Epoch [34][2440/3757] lr: 9.193e-02, eta: 4 days, 0:17:33, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2062, top5_acc: 0.4539, loss_cls: 3.7595, loss: 3.7595, grad_norm: 1.9816 2020-07-24 18:06:19,826 - mmaction - INFO - Epoch [34][2460/3757] lr: 9.193e-02, eta: 4 days, 0:16:31, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2031, top5_acc: 0.4281, loss_cls: 3.8273, loss: 3.8273, grad_norm: 1.9471 2020-07-24 18:06:31,223 - mmaction - INFO - Epoch [34][2480/3757] lr: 9.193e-02, eta: 4 days, 0:15:31, time: 0.571, data_time: 0.004, memory: 5236, top1_acc: 0.2125, top5_acc: 0.4344, loss_cls: 3.7938, loss: 3.7938, grad_norm: 2.0582 2020-07-24 18:06:42,683 - mmaction - INFO - Epoch [34][2500/3757] lr: 9.193e-02, eta: 4 days, 0:14:33, time: 0.573, data_time: 0.002, memory: 5236, top1_acc: 0.2000, top5_acc: 0.4422, loss_cls: 3.7804, loss: 3.7804, grad_norm: 2.0687 2020-07-24 18:06:54,055 - mmaction - INFO - Epoch [34][2520/3757] lr: 9.193e-02, eta: 4 days, 0:13:31, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2188, top5_acc: 0.4391, loss_cls: 3.7448, loss: 3.7448, grad_norm: 2.0291 2020-07-24 18:07:05,437 - mmaction - INFO - Epoch [34][2540/3757] lr: 9.193e-02, eta: 4 days, 0:12:30, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2102, top5_acc: 0.4500, loss_cls: 3.7660, loss: 3.7660, grad_norm: 1.9878 2020-07-24 18:07:16,862 - mmaction - INFO - Epoch [34][2560/3757] lr: 9.193e-02, eta: 4 days, 0:11:31, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.2070, top5_acc: 0.4313, loss_cls: 3.8177, loss: 3.8177, grad_norm: 2.0344 2020-07-24 18:07:28,188 - mmaction - INFO - Epoch [34][2580/3757] lr: 9.193e-02, eta: 4 days, 0:10:27, time: 0.565, data_time: 0.002, memory: 5236, top1_acc: 0.2133, top5_acc: 0.4516, loss_cls: 3.7814, loss: 3.7814, grad_norm: 2.0222 2020-07-24 18:07:39,554 - mmaction - INFO - Epoch [34][2600/3757] lr: 9.193e-02, eta: 4 days, 0:09:26, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.1898, top5_acc: 0.4344, loss_cls: 3.7878, loss: 3.7878, grad_norm: 1.9854 2020-07-24 18:07:50,947 - mmaction - INFO - Epoch [34][2620/3757] lr: 9.193e-02, eta: 4 days, 0:08:26, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2062, top5_acc: 0.4406, loss_cls: 3.8022, loss: 3.8022, grad_norm: 2.0342 2020-07-24 18:08:02,393 - mmaction - INFO - Epoch [34][2640/3757] lr: 9.193e-02, eta: 4 days, 0:07:28, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.2305, top5_acc: 0.4477, loss_cls: 3.7322, loss: 3.7322, grad_norm: 2.0281 2020-07-24 18:08:13,796 - mmaction - INFO - Epoch [34][2660/3757] lr: 9.193e-02, eta: 4 days, 0:06:28, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.1906, top5_acc: 0.4148, loss_cls: 3.9173, loss: 3.9173, grad_norm: 2.0380 2020-07-24 18:08:25,331 - mmaction - INFO - Epoch [34][2680/3757] lr: 9.193e-02, eta: 4 days, 0:05:34, time: 0.576, data_time: 0.003, memory: 5236, top1_acc: 0.2250, top5_acc: 0.4492, loss_cls: 3.6791, loss: 3.6791, grad_norm: 1.9714 2020-07-24 18:08:36,705 - mmaction - INFO - Epoch [34][2700/3757] lr: 9.193e-02, eta: 4 days, 0:04:33, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2203, top5_acc: 0.4539, loss_cls: 3.7208, loss: 3.7208, grad_norm: 2.0211 2020-07-24 18:08:48,148 - mmaction - INFO - Epoch [34][2720/3757] lr: 9.193e-02, eta: 4 days, 0:03:36, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.1852, top5_acc: 0.4273, loss_cls: 3.8410, loss: 3.8410, grad_norm: 1.9891 2020-07-24 18:08:59,450 - mmaction - INFO - Epoch [34][2740/3757] lr: 9.193e-02, eta: 4 days, 0:02:33, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2000, top5_acc: 0.4352, loss_cls: 3.8203, loss: 3.8203, grad_norm: 2.0175 2020-07-24 18:09:10,855 - mmaction - INFO - Epoch [34][2760/3757] lr: 9.193e-02, eta: 4 days, 0:01:34, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2000, top5_acc: 0.4391, loss_cls: 3.7886, loss: 3.7886, grad_norm: 1.9786 2020-07-24 18:09:22,264 - mmaction - INFO - Epoch [34][2780/3757] lr: 9.193e-02, eta: 4 days, 0:00:36, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.2195, top5_acc: 0.4484, loss_cls: 3.7774, loss: 3.7774, grad_norm: 2.0166 2020-07-24 18:09:33,698 - mmaction - INFO - Epoch [34][2800/3757] lr: 9.193e-02, eta: 3 days, 23:59:39, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.1898, top5_acc: 0.4430, loss_cls: 3.7701, loss: 3.7701, grad_norm: 2.0303 2020-07-24 18:09:45,089 - mmaction - INFO - Epoch [34][2820/3757] lr: 9.193e-02, eta: 3 days, 23:58:40, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2164, top5_acc: 0.4453, loss_cls: 3.7383, loss: 3.7383, grad_norm: 1.9797 2020-07-24 18:09:56,402 - mmaction - INFO - Epoch [34][2840/3757] lr: 9.193e-02, eta: 3 days, 23:57:38, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2391, top5_acc: 0.4609, loss_cls: 3.6629, loss: 3.6629, grad_norm: 2.0483 2020-07-24 18:10:07,770 - mmaction - INFO - Epoch [34][2860/3757] lr: 9.193e-02, eta: 3 days, 23:56:39, time: 0.568, data_time: 0.002, memory: 5236, top1_acc: 0.1883, top5_acc: 0.4211, loss_cls: 3.8798, loss: 3.8798, grad_norm: 2.0859 2020-07-24 18:10:19,164 - mmaction - INFO - Epoch [34][2880/3757] lr: 9.193e-02, eta: 3 days, 23:55:40, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2219, top5_acc: 0.4375, loss_cls: 3.7804, loss: 3.7804, grad_norm: 1.9653 2020-07-24 18:10:30,560 - mmaction - INFO - Epoch [34][2900/3757] lr: 9.193e-02, eta: 3 days, 23:54:42, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2055, top5_acc: 0.4594, loss_cls: 3.7386, loss: 3.7386, grad_norm: 2.0035 2020-07-24 18:10:41,915 - mmaction - INFO - Epoch [34][2920/3757] lr: 9.193e-02, eta: 3 days, 23:53:42, time: 0.567, data_time: 0.002, memory: 5236, top1_acc: 0.2180, top5_acc: 0.4461, loss_cls: 3.7649, loss: 3.7649, grad_norm: 2.0989 2020-07-24 18:10:53,224 - mmaction - INFO - Epoch [34][2940/3757] lr: 9.193e-02, eta: 3 days, 23:52:41, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.2023, top5_acc: 0.4336, loss_cls: 3.7701, loss: 3.7701, grad_norm: 2.0443 2020-07-24 18:11:04,610 - mmaction - INFO - Epoch [34][2960/3757] lr: 9.193e-02, eta: 3 days, 23:51:43, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.1750, top5_acc: 0.4055, loss_cls: 3.9690, loss: 3.9690, grad_norm: 2.0538 2020-07-24 18:11:15,997 - mmaction - INFO - Epoch [34][2980/3757] lr: 9.193e-02, eta: 3 days, 23:50:45, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2188, top5_acc: 0.4305, loss_cls: 3.8122, loss: 3.8122, grad_norm: 2.0048 2020-07-24 18:11:27,367 - mmaction - INFO - Epoch [34][3000/3757] lr: 9.193e-02, eta: 3 days, 23:49:47, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2188, top5_acc: 0.4398, loss_cls: 3.7602, loss: 3.7602, grad_norm: 1.9923 2020-07-24 18:11:38,770 - mmaction - INFO - Epoch [34][3020/3757] lr: 9.193e-02, eta: 3 days, 23:48:49, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.1992, top5_acc: 0.4281, loss_cls: 3.8229, loss: 3.8229, grad_norm: 2.0012 2020-07-24 18:11:50,145 - mmaction - INFO - Epoch [34][3040/3757] lr: 9.193e-02, eta: 3 days, 23:47:52, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2203, top5_acc: 0.4484, loss_cls: 3.7355, loss: 3.7355, grad_norm: 2.0325 2020-07-24 18:12:01,585 - mmaction - INFO - Epoch [34][3060/3757] lr: 9.193e-02, eta: 3 days, 23:46:56, time: 0.572, data_time: 0.002, memory: 5236, top1_acc: 0.2008, top5_acc: 0.4055, loss_cls: 3.8607, loss: 3.8607, grad_norm: 2.0807 2020-07-24 18:12:12,915 - mmaction - INFO - Epoch [34][3080/3757] lr: 9.193e-02, eta: 3 days, 23:45:57, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2086, top5_acc: 0.4297, loss_cls: 3.8260, loss: 3.8260, grad_norm: 1.9366 2020-07-24 18:12:24,324 - mmaction - INFO - Epoch [34][3100/3757] lr: 9.193e-02, eta: 3 days, 23:45:00, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2164, top5_acc: 0.4531, loss_cls: 3.6978, loss: 3.6978, grad_norm: 2.0291 2020-07-24 18:12:35,669 - mmaction - INFO - Epoch [34][3120/3757] lr: 9.193e-02, eta: 3 days, 23:44:01, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2242, top5_acc: 0.4281, loss_cls: 3.7712, loss: 3.7712, grad_norm: 2.0217 2020-07-24 18:12:47,035 - mmaction - INFO - Epoch [34][3140/3757] lr: 9.193e-02, eta: 3 days, 23:43:04, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.1805, top5_acc: 0.4219, loss_cls: 3.8809, loss: 3.8809, grad_norm: 2.0461 2020-07-24 18:12:58,358 - mmaction - INFO - Epoch [34][3160/3757] lr: 9.193e-02, eta: 3 days, 23:42:05, time: 0.567, data_time: 0.004, memory: 5236, top1_acc: 0.2148, top5_acc: 0.4500, loss_cls: 3.7717, loss: 3.7717, grad_norm: 2.0112 2020-07-24 18:13:09,719 - mmaction - INFO - Epoch [34][3180/3757] lr: 9.193e-02, eta: 3 days, 23:41:07, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.1930, top5_acc: 0.4313, loss_cls: 3.7661, loss: 3.7661, grad_norm: 2.0610 2020-07-24 18:13:21,212 - mmaction - INFO - Epoch [34][3200/3757] lr: 9.193e-02, eta: 3 days, 23:40:14, time: 0.574, data_time: 0.003, memory: 5236, top1_acc: 0.2000, top5_acc: 0.4531, loss_cls: 3.7553, loss: 3.7553, grad_norm: 2.0734 2020-07-24 18:13:32,520 - mmaction - INFO - Epoch [34][3220/3757] lr: 9.193e-02, eta: 3 days, 23:39:15, time: 0.566, data_time: 0.001, memory: 5236, top1_acc: 0.2016, top5_acc: 0.4445, loss_cls: 3.7750, loss: 3.7750, grad_norm: 1.9992 2020-07-24 18:13:43,872 - mmaction - INFO - Epoch [34][3240/3757] lr: 9.193e-02, eta: 3 days, 23:38:17, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.1906, top5_acc: 0.4445, loss_cls: 3.7599, loss: 3.7599, grad_norm: 2.0536 2020-07-24 18:13:55,187 - mmaction - INFO - Epoch [34][3260/3757] lr: 9.193e-02, eta: 3 days, 23:37:18, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.1906, top5_acc: 0.4203, loss_cls: 3.8570, loss: 3.8570, grad_norm: 2.0372 2020-07-24 18:14:06,470 - mmaction - INFO - Epoch [34][3280/3757] lr: 9.193e-02, eta: 3 days, 23:36:19, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.2008, top5_acc: 0.4398, loss_cls: 3.8829, loss: 3.8829, grad_norm: 1.9884 2020-07-24 18:14:17,923 - mmaction - INFO - Epoch [34][3300/3757] lr: 9.193e-02, eta: 3 days, 23:35:25, time: 0.573, data_time: 0.003, memory: 5236, top1_acc: 0.2047, top5_acc: 0.4266, loss_cls: 3.8203, loss: 3.8203, grad_norm: 1.9656 2020-07-24 18:14:29,387 - mmaction - INFO - Epoch [34][3320/3757] lr: 9.193e-02, eta: 3 days, 23:34:32, time: 0.573, data_time: 0.003, memory: 5236, top1_acc: 0.2023, top5_acc: 0.4313, loss_cls: 3.8760, loss: 3.8760, grad_norm: 1.9329 2020-07-24 18:14:40,878 - mmaction - INFO - Epoch [34][3340/3757] lr: 9.193e-02, eta: 3 days, 23:33:40, time: 0.574, data_time: 0.003, memory: 5236, top1_acc: 0.2281, top5_acc: 0.4648, loss_cls: 3.6844, loss: 3.6844, grad_norm: 2.0435 2020-07-24 18:14:52,285 - mmaction - INFO - Epoch [34][3360/3757] lr: 9.193e-02, eta: 3 days, 23:32:46, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2039, top5_acc: 0.4430, loss_cls: 3.7107, loss: 3.7107, grad_norm: 2.0890 2020-07-24 18:15:03,667 - mmaction - INFO - Epoch [34][3380/3757] lr: 9.193e-02, eta: 3 days, 23:31:50, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2102, top5_acc: 0.4492, loss_cls: 3.7690, loss: 3.7690, grad_norm: 2.0873 2020-07-24 18:15:15,101 - mmaction - INFO - Epoch [34][3400/3757] lr: 9.193e-02, eta: 3 days, 23:30:56, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.2023, top5_acc: 0.4305, loss_cls: 3.8728, loss: 3.8728, grad_norm: 2.0418 2020-07-24 18:15:26,534 - mmaction - INFO - Epoch [34][3420/3757] lr: 9.193e-02, eta: 3 days, 23:30:03, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.2000, top5_acc: 0.4383, loss_cls: 3.8399, loss: 3.8399, grad_norm: 1.9544 2020-07-24 18:15:38,070 - mmaction - INFO - Epoch [34][3440/3757] lr: 9.193e-02, eta: 3 days, 23:29:13, time: 0.577, data_time: 0.003, memory: 5236, top1_acc: 0.2133, top5_acc: 0.4703, loss_cls: 3.6857, loss: 3.6857, grad_norm: 2.0263 2020-07-24 18:15:49,427 - mmaction - INFO - Epoch [34][3460/3757] lr: 9.193e-02, eta: 3 days, 23:28:17, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.1898, top5_acc: 0.4227, loss_cls: 3.8289, loss: 3.8289, grad_norm: 2.0792 2020-07-24 18:16:00,896 - mmaction - INFO - Epoch [34][3480/3757] lr: 9.193e-02, eta: 3 days, 23:27:25, time: 0.573, data_time: 0.003, memory: 5236, top1_acc: 0.2109, top5_acc: 0.4391, loss_cls: 3.7915, loss: 3.7915, grad_norm: 2.0654 2020-07-24 18:16:12,274 - mmaction - INFO - Epoch [34][3500/3757] lr: 9.193e-02, eta: 3 days, 23:26:30, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2109, top5_acc: 0.4445, loss_cls: 3.7640, loss: 3.7640, grad_norm: 2.0357 2020-07-24 18:16:23,633 - mmaction - INFO - Epoch [34][3520/3757] lr: 9.193e-02, eta: 3 days, 23:25:34, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.1977, top5_acc: 0.4203, loss_cls: 3.9087, loss: 3.9087, grad_norm: 2.0484 2020-07-24 18:16:35,062 - mmaction - INFO - Epoch [34][3540/3757] lr: 9.193e-02, eta: 3 days, 23:24:42, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.2070, top5_acc: 0.4414, loss_cls: 3.7985, loss: 3.7985, grad_norm: 2.0022 2020-07-24 18:16:46,335 - mmaction - INFO - Epoch [34][3560/3757] lr: 9.193e-02, eta: 3 days, 23:23:43, time: 0.563, data_time: 0.003, memory: 5236, top1_acc: 0.2094, top5_acc: 0.4336, loss_cls: 3.8392, loss: 3.8392, grad_norm: 2.0300 2020-07-24 18:16:57,743 - mmaction - INFO - Epoch [34][3580/3757] lr: 9.193e-02, eta: 3 days, 23:22:50, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2336, top5_acc: 0.4578, loss_cls: 3.7250, loss: 3.7250, grad_norm: 2.0209 2020-07-24 18:17:09,132 - mmaction - INFO - Epoch [34][3600/3757] lr: 9.193e-02, eta: 3 days, 23:21:56, time: 0.569, data_time: 0.002, memory: 5236, top1_acc: 0.1922, top5_acc: 0.4344, loss_cls: 3.8411, loss: 3.8411, grad_norm: 1.9918 2020-07-24 18:17:20,435 - mmaction - INFO - Epoch [34][3620/3757] lr: 9.193e-02, eta: 3 days, 23:20:58, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.2289, top5_acc: 0.4555, loss_cls: 3.7062, loss: 3.7062, grad_norm: 2.0243 2020-07-24 18:17:31,770 - mmaction - INFO - Epoch [34][3640/3757] lr: 9.193e-02, eta: 3 days, 23:20:02, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.1961, top5_acc: 0.4227, loss_cls: 3.9068, loss: 3.9068, grad_norm: 2.0449 2020-07-24 18:17:43,111 - mmaction - INFO - Epoch [34][3660/3757] lr: 9.193e-02, eta: 3 days, 23:19:07, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.1938, top5_acc: 0.4117, loss_cls: 3.9639, loss: 3.9639, grad_norm: 2.0024 2020-07-24 18:17:54,546 - mmaction - INFO - Epoch [34][3680/3757] lr: 9.193e-02, eta: 3 days, 23:18:15, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.2250, top5_acc: 0.4523, loss_cls: 3.7157, loss: 3.7157, grad_norm: 2.0425 2020-07-24 18:18:05,928 - mmaction - INFO - Epoch [34][3700/3757] lr: 9.193e-02, eta: 3 days, 23:17:21, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.1938, top5_acc: 0.4391, loss_cls: 3.7637, loss: 3.7637, grad_norm: 2.0334 2020-07-24 18:18:17,338 - mmaction - INFO - Epoch [34][3720/3757] lr: 9.193e-02, eta: 3 days, 23:16:29, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2000, top5_acc: 0.4391, loss_cls: 3.7519, loss: 3.7519, grad_norm: 2.0576 2020-07-24 18:18:28,813 - mmaction - INFO - Epoch [34][3740/3757] lr: 9.193e-02, eta: 3 days, 23:15:38, time: 0.574, data_time: 0.003, memory: 5236, top1_acc: 0.2133, top5_acc: 0.4258, loss_cls: 3.8145, loss: 3.8145, grad_norm: 2.0069 2020-07-24 18:21:41,717 - mmaction - INFO - Epoch [35][20/3757] lr: 9.145e-02, eta: 4 days, 0:47:12, time: 8.724, data_time: 8.033, memory: 5236, top1_acc: 0.2039, top5_acc: 0.4477, loss_cls: 3.7943, loss: 3.7943, grad_norm: 2.0121 2020-07-24 18:21:52,887 - mmaction - INFO - Epoch [35][40/3757] lr: 9.145e-02, eta: 4 days, 0:46:03, time: 0.558, data_time: 0.001, memory: 5236, top1_acc: 0.1930, top5_acc: 0.4242, loss_cls: 3.8703, loss: 3.8703, grad_norm: 2.0436 2020-07-24 18:22:04,190 - mmaction - INFO - Epoch [35][60/3757] lr: 9.145e-02, eta: 4 days, 0:45:00, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.2055, top5_acc: 0.4141, loss_cls: 3.8435, loss: 3.8435, grad_norm: 2.0604 2020-07-24 18:22:15,513 - mmaction - INFO - Epoch [35][80/3757] lr: 9.145e-02, eta: 4 days, 0:43:57, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2000, top5_acc: 0.4258, loss_cls: 3.8585, loss: 3.8585, grad_norm: 2.0080 2020-07-24 18:22:26,771 - mmaction - INFO - Epoch [35][100/3757] lr: 9.145e-02, eta: 4 days, 0:42:52, time: 0.563, data_time: 0.003, memory: 5236, top1_acc: 0.2234, top5_acc: 0.4516, loss_cls: 3.6294, loss: 3.6294, grad_norm: 2.0389 2020-07-24 18:22:38,109 - mmaction - INFO - Epoch [35][120/3757] lr: 9.145e-02, eta: 4 days, 0:41:50, time: 0.567, data_time: 0.002, memory: 5236, top1_acc: 0.2000, top5_acc: 0.4398, loss_cls: 3.7924, loss: 3.7924, grad_norm: 2.1195 2020-07-24 18:22:49,383 - mmaction - INFO - Epoch [35][140/3757] lr: 9.145e-02, eta: 4 days, 0:40:46, time: 0.564, data_time: 0.003, memory: 5236, top1_acc: 0.2289, top5_acc: 0.4477, loss_cls: 3.7296, loss: 3.7296, grad_norm: 2.1241 2020-07-24 18:23:00,661 - mmaction - INFO - Epoch [35][160/3757] lr: 9.145e-02, eta: 4 days, 0:39:43, time: 0.564, data_time: 0.002, memory: 5236, top1_acc: 0.2062, top5_acc: 0.4516, loss_cls: 3.7093, loss: 3.7093, grad_norm: 2.1110 2020-07-24 18:23:11,990 - mmaction - INFO - Epoch [35][180/3757] lr: 9.145e-02, eta: 4 days, 0:38:40, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2125, top5_acc: 0.4375, loss_cls: 3.7987, loss: 3.7987, grad_norm: 2.0612 2020-07-24 18:23:23,373 - mmaction - INFO - Epoch [35][200/3757] lr: 9.145e-02, eta: 4 days, 0:37:40, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2016, top5_acc: 0.4125, loss_cls: 3.8337, loss: 3.8337, grad_norm: 2.0033 2020-07-24 18:23:34,622 - mmaction - INFO - Epoch [35][220/3757] lr: 9.145e-02, eta: 4 days, 0:36:36, time: 0.563, data_time: 0.003, memory: 5236, top1_acc: 0.2141, top5_acc: 0.4430, loss_cls: 3.7699, loss: 3.7699, grad_norm: 2.0077 2020-07-24 18:23:45,989 - mmaction - INFO - Epoch [35][240/3757] lr: 9.145e-02, eta: 4 days, 0:35:36, time: 0.568, data_time: 0.002, memory: 5236, top1_acc: 0.2180, top5_acc: 0.4602, loss_cls: 3.7048, loss: 3.7048, grad_norm: 1.9699 2020-07-24 18:23:57,277 - mmaction - INFO - Epoch [35][260/3757] lr: 9.145e-02, eta: 4 days, 0:34:33, time: 0.564, data_time: 0.003, memory: 5236, top1_acc: 0.2258, top5_acc: 0.4305, loss_cls: 3.7715, loss: 3.7715, grad_norm: 2.0177 2020-07-24 18:24:08,627 - mmaction - INFO - Epoch [35][280/3757] lr: 9.145e-02, eta: 4 days, 0:33:33, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2109, top5_acc: 0.4352, loss_cls: 3.8156, loss: 3.8156, grad_norm: 2.0564 2020-07-24 18:24:19,939 - mmaction - INFO - Epoch [35][300/3757] lr: 9.145e-02, eta: 4 days, 0:32:31, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.2273, top5_acc: 0.4492, loss_cls: 3.7513, loss: 3.7513, grad_norm: 2.0272 2020-07-24 18:24:31,287 - mmaction - INFO - Epoch [35][320/3757] lr: 9.145e-02, eta: 4 days, 0:31:31, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2102, top5_acc: 0.4500, loss_cls: 3.7276, loss: 3.7276, grad_norm: 2.0366 2020-07-24 18:24:42,665 - mmaction - INFO - Epoch [35][340/3757] lr: 9.145e-02, eta: 4 days, 0:30:32, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.1836, top5_acc: 0.4367, loss_cls: 3.7942, loss: 3.7942, grad_norm: 2.0312 2020-07-24 18:24:53,933 - mmaction - INFO - Epoch [35][360/3757] lr: 9.145e-02, eta: 4 days, 0:29:29, time: 0.563, data_time: 0.003, memory: 5236, top1_acc: 0.2117, top5_acc: 0.4437, loss_cls: 3.8047, loss: 3.8047, grad_norm: 2.1076 2020-07-24 18:25:05,252 - mmaction - INFO - Epoch [35][380/3757] lr: 9.145e-02, eta: 4 days, 0:28:28, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.1875, top5_acc: 0.4375, loss_cls: 3.8331, loss: 3.8331, grad_norm: 1.9616 2020-07-24 18:25:16,567 - mmaction - INFO - Epoch [35][400/3757] lr: 9.145e-02, eta: 4 days, 0:27:28, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2266, top5_acc: 0.4508, loss_cls: 3.7527, loss: 3.7527, grad_norm: 2.0320 2020-07-24 18:25:27,860 - mmaction - INFO - Epoch [35][420/3757] lr: 9.145e-02, eta: 4 days, 0:26:26, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.1945, top5_acc: 0.4313, loss_cls: 3.8173, loss: 3.8173, grad_norm: 2.0266 2020-07-24 18:25:39,263 - mmaction - INFO - Epoch [35][440/3757] lr: 9.145e-02, eta: 4 days, 0:25:28, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2172, top5_acc: 0.4430, loss_cls: 3.7961, loss: 3.7961, grad_norm: 1.9649 2020-07-24 18:25:50,655 - mmaction - INFO - Epoch [35][460/3757] lr: 9.145e-02, eta: 4 days, 0:24:30, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2062, top5_acc: 0.4484, loss_cls: 3.7870, loss: 3.7870, grad_norm: 2.0312 2020-07-24 18:26:02,023 - mmaction - INFO - Epoch [35][480/3757] lr: 9.145e-02, eta: 4 days, 0:23:32, time: 0.569, data_time: 0.004, memory: 5236, top1_acc: 0.2000, top5_acc: 0.4313, loss_cls: 3.7884, loss: 3.7884, grad_norm: 2.0580 2020-07-24 18:26:13,453 - mmaction - INFO - Epoch [35][500/3757] lr: 9.145e-02, eta: 4 days, 0:22:36, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.2039, top5_acc: 0.4484, loss_cls: 3.7601, loss: 3.7601, grad_norm: 2.0107 2020-07-24 18:26:24,782 - mmaction - INFO - Epoch [35][520/3757] lr: 9.145e-02, eta: 4 days, 0:21:36, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2227, top5_acc: 0.4352, loss_cls: 3.7614, loss: 3.7614, grad_norm: 2.0757 2020-07-24 18:26:36,192 - mmaction - INFO - Epoch [35][540/3757] lr: 9.145e-02, eta: 4 days, 0:20:40, time: 0.570, data_time: 0.002, memory: 5236, top1_acc: 0.2102, top5_acc: 0.4445, loss_cls: 3.7600, loss: 3.7600, grad_norm: 2.0624 2020-07-24 18:26:47,527 - mmaction - INFO - Epoch [35][560/3757] lr: 9.145e-02, eta: 4 days, 0:19:40, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2016, top5_acc: 0.4336, loss_cls: 3.7479, loss: 3.7479, grad_norm: 2.0500 2020-07-24 18:26:58,886 - mmaction - INFO - Epoch [35][580/3757] lr: 9.145e-02, eta: 4 days, 0:18:42, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2086, top5_acc: 0.4516, loss_cls: 3.7596, loss: 3.7596, grad_norm: 2.0671 2020-07-24 18:27:10,195 - mmaction - INFO - Epoch [35][600/3757] lr: 9.145e-02, eta: 4 days, 0:17:42, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.1898, top5_acc: 0.4313, loss_cls: 3.8798, loss: 3.8798, grad_norm: 2.0710 2020-07-24 18:27:21,715 - mmaction - INFO - Epoch [35][620/3757] lr: 9.145e-02, eta: 4 days, 0:16:50, time: 0.576, data_time: 0.003, memory: 5236, top1_acc: 0.2141, top5_acc: 0.4367, loss_cls: 3.7365, loss: 3.7365, grad_norm: 1.9525 2020-07-24 18:27:33,060 - mmaction - INFO - Epoch [35][640/3757] lr: 9.145e-02, eta: 4 days, 0:15:52, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2094, top5_acc: 0.4266, loss_cls: 3.8189, loss: 3.8189, grad_norm: 2.0384 2020-07-24 18:27:44,496 - mmaction - INFO - Epoch [35][660/3757] lr: 9.145e-02, eta: 4 days, 0:14:57, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.2273, top5_acc: 0.4547, loss_cls: 3.6873, loss: 3.6873, grad_norm: 1.9971 2020-07-24 18:27:55,895 - mmaction - INFO - Epoch [35][680/3757] lr: 9.145e-02, eta: 4 days, 0:14:00, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2219, top5_acc: 0.4406, loss_cls: 3.8139, loss: 3.8139, grad_norm: 2.1090 2020-07-24 18:28:07,238 - mmaction - INFO - Epoch [35][700/3757] lr: 9.145e-02, eta: 4 days, 0:13:02, time: 0.568, data_time: 0.004, memory: 5236, top1_acc: 0.2016, top5_acc: 0.4508, loss_cls: 3.7520, loss: 3.7520, grad_norm: 2.0508 2020-07-24 18:28:18,720 - mmaction - INFO - Epoch [35][720/3757] lr: 9.145e-02, eta: 4 days, 0:12:09, time: 0.574, data_time: 0.003, memory: 5236, top1_acc: 0.2047, top5_acc: 0.4344, loss_cls: 3.7829, loss: 3.7829, grad_norm: 2.0287 2020-07-24 18:28:30,142 - mmaction - INFO - Epoch [35][740/3757] lr: 9.145e-02, eta: 4 days, 0:11:14, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2281, top5_acc: 0.4406, loss_cls: 3.8418, loss: 3.8418, grad_norm: 2.0541 2020-07-24 18:28:41,468 - mmaction - INFO - Epoch [35][760/3757] lr: 9.145e-02, eta: 4 days, 0:10:16, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.1953, top5_acc: 0.4367, loss_cls: 3.8218, loss: 3.8218, grad_norm: 1.9962 2020-07-24 18:28:52,829 - mmaction - INFO - Epoch [35][780/3757] lr: 9.145e-02, eta: 4 days, 0:09:18, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2055, top5_acc: 0.4477, loss_cls: 3.8322, loss: 3.8322, grad_norm: 1.9959 2020-07-24 18:29:04,151 - mmaction - INFO - Epoch [35][800/3757] lr: 9.145e-02, eta: 4 days, 0:08:20, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2266, top5_acc: 0.4562, loss_cls: 3.7517, loss: 3.7517, grad_norm: 1.9682 2020-07-24 18:29:15,532 - mmaction - INFO - Epoch [35][820/3757] lr: 9.145e-02, eta: 4 days, 0:07:24, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2180, top5_acc: 0.4430, loss_cls: 3.7638, loss: 3.7638, grad_norm: 2.0112 2020-07-24 18:29:26,917 - mmaction - INFO - Epoch [35][840/3757] lr: 9.145e-02, eta: 4 days, 0:06:28, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2227, top5_acc: 0.4586, loss_cls: 3.6867, loss: 3.6867, grad_norm: 1.9921 2020-07-24 18:29:38,272 - mmaction - INFO - Epoch [35][860/3757] lr: 9.145e-02, eta: 4 days, 0:05:32, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2086, top5_acc: 0.4297, loss_cls: 3.8241, loss: 3.8241, grad_norm: 2.0745 2020-07-24 18:29:49,656 - mmaction - INFO - Epoch [35][880/3757] lr: 9.145e-02, eta: 4 days, 0:04:36, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.1953, top5_acc: 0.4469, loss_cls: 3.7655, loss: 3.7655, grad_norm: 2.0521 2020-07-24 18:30:01,081 - mmaction - INFO - Epoch [35][900/3757] lr: 9.145e-02, eta: 4 days, 0:03:42, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2039, top5_acc: 0.4250, loss_cls: 3.8568, loss: 3.8568, grad_norm: 2.0542 2020-07-24 18:30:12,473 - mmaction - INFO - Epoch [35][920/3757] lr: 9.145e-02, eta: 4 days, 0:02:46, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.1984, top5_acc: 0.4266, loss_cls: 3.8388, loss: 3.8388, grad_norm: 2.0181 2020-07-24 18:30:23,894 - mmaction - INFO - Epoch [35][940/3757] lr: 9.145e-02, eta: 4 days, 0:01:53, time: 0.572, data_time: 0.004, memory: 5236, top1_acc: 0.2102, top5_acc: 0.4516, loss_cls: 3.7404, loss: 3.7404, grad_norm: 2.0384 2020-07-24 18:30:35,224 - mmaction - INFO - Epoch [35][960/3757] lr: 9.145e-02, eta: 4 days, 0:00:55, time: 0.566, data_time: 0.002, memory: 5236, top1_acc: 0.2156, top5_acc: 0.4523, loss_cls: 3.7872, loss: 3.7872, grad_norm: 2.0373 2020-07-24 18:30:46,523 - mmaction - INFO - Epoch [35][980/3757] lr: 9.145e-02, eta: 3 days, 23:59:58, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.1977, top5_acc: 0.4258, loss_cls: 3.8374, loss: 3.8374, grad_norm: 2.0675 2020-07-24 18:30:57,778 - mmaction - INFO - Epoch [35][1000/3757] lr: 9.145e-02, eta: 3 days, 23:58:58, time: 0.563, data_time: 0.002, memory: 5236, top1_acc: 0.2102, top5_acc: 0.4305, loss_cls: 3.7938, loss: 3.7938, grad_norm: 1.9925 2020-07-24 18:31:09,098 - mmaction - INFO - Epoch [35][1020/3757] lr: 9.145e-02, eta: 3 days, 23:58:01, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.1969, top5_acc: 0.4164, loss_cls: 3.8115, loss: 3.8115, grad_norm: 2.0045 2020-07-24 18:31:20,449 - mmaction - INFO - Epoch [35][1040/3757] lr: 9.145e-02, eta: 3 days, 23:57:06, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2273, top5_acc: 0.4664, loss_cls: 3.6377, loss: 3.6377, grad_norm: 2.0035 2020-07-24 18:31:31,855 - mmaction - INFO - Epoch [35][1060/3757] lr: 9.145e-02, eta: 3 days, 23:56:11, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2281, top5_acc: 0.4609, loss_cls: 3.6749, loss: 3.6749, grad_norm: 2.0701 2020-07-24 18:31:43,246 - mmaction - INFO - Epoch [35][1080/3757] lr: 9.145e-02, eta: 3 days, 23:55:17, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2078, top5_acc: 0.4430, loss_cls: 3.8064, loss: 3.8064, grad_norm: 2.0187 2020-07-24 18:31:54,607 - mmaction - INFO - Epoch [35][1100/3757] lr: 9.145e-02, eta: 3 days, 23:54:22, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2211, top5_acc: 0.4344, loss_cls: 3.7743, loss: 3.7743, grad_norm: 2.0320 2020-07-24 18:32:05,960 - mmaction - INFO - Epoch [35][1120/3757] lr: 9.145e-02, eta: 3 days, 23:53:26, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2242, top5_acc: 0.4484, loss_cls: 3.7403, loss: 3.7403, grad_norm: 2.0150 2020-07-24 18:32:17,216 - mmaction - INFO - Epoch [35][1140/3757] lr: 9.145e-02, eta: 3 days, 23:52:28, time: 0.563, data_time: 0.003, memory: 5236, top1_acc: 0.2148, top5_acc: 0.4445, loss_cls: 3.7521, loss: 3.7521, grad_norm: 2.0328 2020-07-24 18:32:28,635 - mmaction - INFO - Epoch [35][1160/3757] lr: 9.145e-02, eta: 3 days, 23:51:35, time: 0.570, data_time: 0.004, memory: 5236, top1_acc: 0.2172, top5_acc: 0.4484, loss_cls: 3.7522, loss: 3.7522, grad_norm: 2.0520 2020-07-24 18:32:40,042 - mmaction - INFO - Epoch [35][1180/3757] lr: 9.145e-02, eta: 3 days, 23:50:42, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2336, top5_acc: 0.4680, loss_cls: 3.6908, loss: 3.6908, grad_norm: 2.0673 2020-07-24 18:32:51,369 - mmaction - INFO - Epoch [35][1200/3757] lr: 9.145e-02, eta: 3 days, 23:49:46, time: 0.566, data_time: 0.002, memory: 5236, top1_acc: 0.2320, top5_acc: 0.4492, loss_cls: 3.7016, loss: 3.7016, grad_norm: 2.0103 2020-07-24 18:33:02,775 - mmaction - INFO - Epoch [35][1220/3757] lr: 9.145e-02, eta: 3 days, 23:48:53, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.1961, top5_acc: 0.4359, loss_cls: 3.8137, loss: 3.8137, grad_norm: 2.0673 2020-07-24 18:33:14,111 - mmaction - INFO - Epoch [35][1240/3757] lr: 9.145e-02, eta: 3 days, 23:47:58, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2133, top5_acc: 0.4586, loss_cls: 3.7829, loss: 3.7829, grad_norm: 2.0968 2020-07-24 18:33:25,458 - mmaction - INFO - Epoch [35][1260/3757] lr: 9.145e-02, eta: 3 days, 23:47:03, time: 0.567, data_time: 0.002, memory: 5236, top1_acc: 0.2219, top5_acc: 0.4680, loss_cls: 3.6961, loss: 3.6961, grad_norm: 2.0626 2020-07-24 18:33:36,867 - mmaction - INFO - Epoch [35][1280/3757] lr: 9.145e-02, eta: 3 days, 23:46:10, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2219, top5_acc: 0.4359, loss_cls: 3.7407, loss: 3.7407, grad_norm: 2.0411 2020-07-24 18:33:48,253 - mmaction - INFO - Epoch [35][1300/3757] lr: 9.145e-02, eta: 3 days, 23:45:17, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2141, top5_acc: 0.4484, loss_cls: 3.7118, loss: 3.7118, grad_norm: 2.0373 2020-07-24 18:33:59,727 - mmaction - INFO - Epoch [35][1320/3757] lr: 9.145e-02, eta: 3 days, 23:44:27, time: 0.574, data_time: 0.004, memory: 5236, top1_acc: 0.2188, top5_acc: 0.4516, loss_cls: 3.7448, loss: 3.7448, grad_norm: 2.0849 2020-07-24 18:34:11,134 - mmaction - INFO - Epoch [35][1340/3757] lr: 9.145e-02, eta: 3 days, 23:43:34, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.1953, top5_acc: 0.4391, loss_cls: 3.8564, loss: 3.8564, grad_norm: 2.0841 2020-07-24 18:34:22,496 - mmaction - INFO - Epoch [35][1360/3757] lr: 9.145e-02, eta: 3 days, 23:42:41, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2070, top5_acc: 0.4484, loss_cls: 3.7654, loss: 3.7654, grad_norm: 2.0067 2020-07-24 18:34:33,814 - mmaction - INFO - Epoch [35][1380/3757] lr: 9.145e-02, eta: 3 days, 23:41:45, time: 0.566, data_time: 0.002, memory: 5236, top1_acc: 0.2008, top5_acc: 0.4398, loss_cls: 3.8444, loss: 3.8444, grad_norm: 2.0058 2020-07-24 18:34:45,128 - mmaction - INFO - Epoch [35][1400/3757] lr: 9.145e-02, eta: 3 days, 23:40:50, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.2094, top5_acc: 0.4234, loss_cls: 3.8485, loss: 3.8485, grad_norm: 2.0313 2020-07-24 18:34:56,444 - mmaction - INFO - Epoch [35][1420/3757] lr: 9.145e-02, eta: 3 days, 23:39:55, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2078, top5_acc: 0.4258, loss_cls: 3.8559, loss: 3.8559, grad_norm: 2.0658 2020-07-24 18:35:07,859 - mmaction - INFO - Epoch [35][1440/3757] lr: 9.145e-02, eta: 3 days, 23:39:03, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2156, top5_acc: 0.4570, loss_cls: 3.7479, loss: 3.7479, grad_norm: 2.0540 2020-07-24 18:35:19,304 - mmaction - INFO - Epoch [35][1460/3757] lr: 9.145e-02, eta: 3 days, 23:38:13, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.1922, top5_acc: 0.4195, loss_cls: 3.8531, loss: 3.8531, grad_norm: 2.0415 2020-07-24 18:35:30,660 - mmaction - INFO - Epoch [35][1480/3757] lr: 9.145e-02, eta: 3 days, 23:37:20, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2055, top5_acc: 0.4437, loss_cls: 3.7920, loss: 3.7920, grad_norm: 1.9759 2020-07-24 18:35:42,166 - mmaction - INFO - Epoch [35][1500/3757] lr: 9.145e-02, eta: 3 days, 23:36:31, time: 0.575, data_time: 0.003, memory: 5236, top1_acc: 0.2094, top5_acc: 0.4313, loss_cls: 3.8088, loss: 3.8088, grad_norm: 2.0192 2020-07-24 18:35:53,616 - mmaction - INFO - Epoch [35][1520/3757] lr: 9.145e-02, eta: 3 days, 23:35:41, time: 0.573, data_time: 0.003, memory: 5236, top1_acc: 0.2180, top5_acc: 0.4414, loss_cls: 3.7576, loss: 3.7576, grad_norm: 2.0225 2020-07-24 18:36:05,044 - mmaction - INFO - Epoch [35][1540/3757] lr: 9.145e-02, eta: 3 days, 23:34:51, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.2102, top5_acc: 0.4469, loss_cls: 3.6957, loss: 3.6957, grad_norm: 1.9871 2020-07-24 18:36:16,518 - mmaction - INFO - Epoch [35][1560/3757] lr: 9.145e-02, eta: 3 days, 23:34:01, time: 0.573, data_time: 0.002, memory: 5236, top1_acc: 0.2195, top5_acc: 0.4398, loss_cls: 3.7992, loss: 3.7992, grad_norm: 2.0503 2020-07-24 18:36:27,764 - mmaction - INFO - Epoch [35][1580/3757] lr: 9.145e-02, eta: 3 days, 23:33:05, time: 0.563, data_time: 0.001, memory: 5236, top1_acc: 0.2109, top5_acc: 0.4461, loss_cls: 3.7277, loss: 3.7277, grad_norm: 1.9884 2020-07-24 18:36:39,251 - mmaction - INFO - Epoch [35][1600/3757] lr: 9.145e-02, eta: 3 days, 23:32:16, time: 0.574, data_time: 0.003, memory: 5236, top1_acc: 0.2180, top5_acc: 0.4383, loss_cls: 3.7890, loss: 3.7890, grad_norm: 2.0662 2020-07-24 18:36:50,643 - mmaction - INFO - Epoch [35][1620/3757] lr: 9.145e-02, eta: 3 days, 23:31:25, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2188, top5_acc: 0.4570, loss_cls: 3.6866, loss: 3.6866, grad_norm: 2.0200 2020-07-24 18:37:02,048 - mmaction - INFO - Epoch [35][1640/3757] lr: 9.145e-02, eta: 3 days, 23:30:34, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.1836, top5_acc: 0.3922, loss_cls: 3.9482, loss: 3.9482, grad_norm: 2.0202 2020-07-24 18:37:13,585 - mmaction - INFO - Epoch [35][1660/3757] lr: 9.145e-02, eta: 3 days, 23:29:47, time: 0.577, data_time: 0.003, memory: 5236, top1_acc: 0.1969, top5_acc: 0.4211, loss_cls: 3.8004, loss: 3.8004, grad_norm: 2.0260 2020-07-24 18:37:25,017 - mmaction - INFO - Epoch [35][1680/3757] lr: 9.145e-02, eta: 3 days, 23:28:57, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.1898, top5_acc: 0.4109, loss_cls: 3.9746, loss: 3.9746, grad_norm: 2.0040 2020-07-24 18:37:36,314 - mmaction - INFO - Epoch [35][1700/3757] lr: 9.145e-02, eta: 3 days, 23:28:03, time: 0.564, data_time: 0.003, memory: 5236, top1_acc: 0.2000, top5_acc: 0.4281, loss_cls: 3.7918, loss: 3.7918, grad_norm: 1.9684 2020-07-24 18:37:47,675 - mmaction - INFO - Epoch [35][1720/3757] lr: 9.145e-02, eta: 3 days, 23:27:11, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2430, top5_acc: 0.4773, loss_cls: 3.6108, loss: 3.6108, grad_norm: 2.0131 2020-07-24 18:37:59,114 - mmaction - INFO - Epoch [35][1740/3757] lr: 9.145e-02, eta: 3 days, 23:26:21, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.1977, top5_acc: 0.4391, loss_cls: 3.7966, loss: 3.7966, grad_norm: 2.0599 2020-07-24 18:38:10,490 - mmaction - INFO - Epoch [35][1760/3757] lr: 9.145e-02, eta: 3 days, 23:25:30, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2180, top5_acc: 0.4305, loss_cls: 3.7970, loss: 3.7970, grad_norm: 2.0654 2020-07-24 18:38:21,953 - mmaction - INFO - Epoch [35][1780/3757] lr: 9.145e-02, eta: 3 days, 23:24:42, time: 0.573, data_time: 0.003, memory: 5236, top1_acc: 0.1992, top5_acc: 0.4234, loss_cls: 3.8445, loss: 3.8445, grad_norm: 2.0369 2020-07-24 18:38:33,467 - mmaction - INFO - Epoch [35][1800/3757] lr: 9.145e-02, eta: 3 days, 23:23:55, time: 0.576, data_time: 0.003, memory: 5236, top1_acc: 0.2023, top5_acc: 0.4461, loss_cls: 3.7461, loss: 3.7461, grad_norm: 2.0650 2020-07-24 18:38:44,848 - mmaction - INFO - Epoch [35][1820/3757] lr: 9.145e-02, eta: 3 days, 23:23:04, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.1734, top5_acc: 0.4164, loss_cls: 3.8777, loss: 3.8777, grad_norm: 2.0485 2020-07-24 18:38:56,201 - mmaction - INFO - Epoch [35][1840/3757] lr: 9.145e-02, eta: 3 days, 23:22:13, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2211, top5_acc: 0.4430, loss_cls: 3.7832, loss: 3.7832, grad_norm: 2.0170 2020-07-24 18:39:07,653 - mmaction - INFO - Epoch [35][1860/3757] lr: 9.145e-02, eta: 3 days, 23:21:24, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.2141, top5_acc: 0.4500, loss_cls: 3.7911, loss: 3.7911, grad_norm: 2.0386 2020-07-24 18:39:19,057 - mmaction - INFO - Epoch [35][1880/3757] lr: 9.145e-02, eta: 3 days, 23:20:34, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2172, top5_acc: 0.4430, loss_cls: 3.7552, loss: 3.7552, grad_norm: 1.9927 2020-07-24 18:39:30,420 - mmaction - INFO - Epoch [35][1900/3757] lr: 9.145e-02, eta: 3 days, 23:19:43, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2062, top5_acc: 0.4391, loss_cls: 3.8388, loss: 3.8388, grad_norm: 2.0175 2020-07-24 18:39:41,810 - mmaction - INFO - Epoch [35][1920/3757] lr: 9.145e-02, eta: 3 days, 23:18:53, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2148, top5_acc: 0.4500, loss_cls: 3.7253, loss: 3.7253, grad_norm: 2.0293 2020-07-24 18:39:53,227 - mmaction - INFO - Epoch [35][1940/3757] lr: 9.145e-02, eta: 3 days, 23:18:03, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2102, top5_acc: 0.4297, loss_cls: 3.7969, loss: 3.7969, grad_norm: 2.0866 2020-07-24 18:40:04,658 - mmaction - INFO - Epoch [35][1960/3757] lr: 9.145e-02, eta: 3 days, 23:17:15, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.1961, top5_acc: 0.4156, loss_cls: 3.8244, loss: 3.8244, grad_norm: 1.9933 2020-07-24 18:40:15,969 - mmaction - INFO - Epoch [35][1980/3757] lr: 9.145e-02, eta: 3 days, 23:16:22, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.2188, top5_acc: 0.4453, loss_cls: 3.7898, loss: 3.7898, grad_norm: 1.9851 2020-07-24 18:40:27,417 - mmaction - INFO - Epoch [35][2000/3757] lr: 9.145e-02, eta: 3 days, 23:15:34, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.1969, top5_acc: 0.4344, loss_cls: 3.8482, loss: 3.8482, grad_norm: 2.0079 2020-07-24 18:40:38,797 - mmaction - INFO - Epoch [35][2020/3757] lr: 9.145e-02, eta: 3 days, 23:14:44, time: 0.569, data_time: 0.004, memory: 5236, top1_acc: 0.1938, top5_acc: 0.4484, loss_cls: 3.7804, loss: 3.7804, grad_norm: 2.0446 2020-07-24 18:40:50,073 - mmaction - INFO - Epoch [35][2040/3757] lr: 9.145e-02, eta: 3 days, 23:13:51, time: 0.564, data_time: 0.003, memory: 5236, top1_acc: 0.2039, top5_acc: 0.4711, loss_cls: 3.6775, loss: 3.6775, grad_norm: 2.0393 2020-07-24 18:41:01,491 - mmaction - INFO - Epoch [35][2060/3757] lr: 9.145e-02, eta: 3 days, 23:13:02, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2148, top5_acc: 0.4406, loss_cls: 3.7782, loss: 3.7782, grad_norm: 2.0653 2020-07-24 18:41:12,950 - mmaction - INFO - Epoch [35][2080/3757] lr: 9.145e-02, eta: 3 days, 23:12:15, time: 0.573, data_time: 0.003, memory: 5236, top1_acc: 0.2344, top5_acc: 0.4461, loss_cls: 3.7254, loss: 3.7254, grad_norm: 2.0034 2020-07-24 18:41:24,366 - mmaction - INFO - Epoch [35][2100/3757] lr: 9.145e-02, eta: 3 days, 23:11:27, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2031, top5_acc: 0.4492, loss_cls: 3.7729, loss: 3.7729, grad_norm: 2.0912 2020-07-24 18:41:35,710 - mmaction - INFO - Epoch [35][2120/3757] lr: 9.145e-02, eta: 3 days, 23:10:35, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2164, top5_acc: 0.4367, loss_cls: 3.8111, loss: 3.8111, grad_norm: 2.0800 2020-07-24 18:41:47,148 - mmaction - INFO - Epoch [35][2140/3757] lr: 9.145e-02, eta: 3 days, 23:09:48, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.2219, top5_acc: 0.4531, loss_cls: 3.7752, loss: 3.7752, grad_norm: 2.0475 2020-07-24 18:41:58,527 - mmaction - INFO - Epoch [35][2160/3757] lr: 9.145e-02, eta: 3 days, 23:08:58, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2211, top5_acc: 0.4445, loss_cls: 3.7075, loss: 3.7075, grad_norm: 1.9820 2020-07-24 18:42:09,958 - mmaction - INFO - Epoch [35][2180/3757] lr: 9.145e-02, eta: 3 days, 23:08:11, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.1984, top5_acc: 0.4414, loss_cls: 3.7644, loss: 3.7644, grad_norm: 2.0636 2020-07-24 18:42:21,345 - mmaction - INFO - Epoch [35][2200/3757] lr: 9.145e-02, eta: 3 days, 23:07:22, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2148, top5_acc: 0.4336, loss_cls: 3.8727, loss: 3.8727, grad_norm: 2.0529 2020-07-24 18:42:32,693 - mmaction - INFO - Epoch [35][2220/3757] lr: 9.145e-02, eta: 3 days, 23:06:32, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2180, top5_acc: 0.4445, loss_cls: 3.7878, loss: 3.7878, grad_norm: 2.0343 2020-07-24 18:42:44,102 - mmaction - INFO - Epoch [35][2240/3757] lr: 9.145e-02, eta: 3 days, 23:05:43, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2008, top5_acc: 0.4203, loss_cls: 3.8437, loss: 3.8437, grad_norm: 2.0472 2020-07-24 18:42:55,511 - mmaction - INFO - Epoch [35][2260/3757] lr: 9.145e-02, eta: 3 days, 23:04:55, time: 0.571, data_time: 0.004, memory: 5236, top1_acc: 0.2297, top5_acc: 0.4617, loss_cls: 3.6811, loss: 3.6811, grad_norm: 1.9799 2020-07-24 18:43:06,903 - mmaction - INFO - Epoch [35][2280/3757] lr: 9.145e-02, eta: 3 days, 23:04:07, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2078, top5_acc: 0.4445, loss_cls: 3.7801, loss: 3.7801, grad_norm: 2.0705 2020-07-24 18:43:18,293 - mmaction - INFO - Epoch [35][2300/3757] lr: 9.145e-02, eta: 3 days, 23:03:18, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2016, top5_acc: 0.4273, loss_cls: 3.8832, loss: 3.8832, grad_norm: 2.0675 2020-07-24 18:43:29,681 - mmaction - INFO - Epoch [35][2320/3757] lr: 9.145e-02, eta: 3 days, 23:02:30, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2047, top5_acc: 0.4336, loss_cls: 3.7971, loss: 3.7971, grad_norm: 2.0157 2020-07-24 18:43:41,006 - mmaction - INFO - Epoch [35][2340/3757] lr: 9.145e-02, eta: 3 days, 23:01:40, time: 0.566, data_time: 0.002, memory: 5236, top1_acc: 0.2102, top5_acc: 0.4531, loss_cls: 3.7453, loss: 3.7453, grad_norm: 2.0592 2020-07-24 18:43:52,374 - mmaction - INFO - Epoch [35][2360/3757] lr: 9.145e-02, eta: 3 days, 23:00:51, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.1984, top5_acc: 0.4117, loss_cls: 3.8804, loss: 3.8804, grad_norm: 2.0472 2020-07-24 18:44:03,716 - mmaction - INFO - Epoch [35][2380/3757] lr: 9.145e-02, eta: 3 days, 23:00:01, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.1805, top5_acc: 0.4313, loss_cls: 3.8576, loss: 3.8576, grad_norm: 2.0422 2020-07-24 18:44:15,106 - mmaction - INFO - Epoch [35][2400/3757] lr: 9.145e-02, eta: 3 days, 22:59:13, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2156, top5_acc: 0.4320, loss_cls: 3.8021, loss: 3.8021, grad_norm: 2.0631 2020-07-24 18:44:26,578 - mmaction - INFO - Epoch [35][2420/3757] lr: 9.145e-02, eta: 3 days, 22:58:27, time: 0.574, data_time: 0.003, memory: 5236, top1_acc: 0.2016, top5_acc: 0.4523, loss_cls: 3.7850, loss: 3.7850, grad_norm: 2.0667 2020-07-24 18:44:37,903 - mmaction - INFO - Epoch [35][2440/3757] lr: 9.145e-02, eta: 3 days, 22:57:38, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2234, top5_acc: 0.4562, loss_cls: 3.6984, loss: 3.6984, grad_norm: 2.0447 2020-07-24 18:44:49,301 - mmaction - INFO - Epoch [35][2460/3757] lr: 9.145e-02, eta: 3 days, 22:56:50, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2164, top5_acc: 0.4734, loss_cls: 3.7146, loss: 3.7146, grad_norm: 2.0882 2020-07-24 18:45:00,599 - mmaction - INFO - Epoch [35][2480/3757] lr: 9.145e-02, eta: 3 days, 22:55:59, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.2234, top5_acc: 0.4383, loss_cls: 3.7716, loss: 3.7716, grad_norm: 2.0635 2020-07-24 18:45:12,045 - mmaction - INFO - Epoch [35][2500/3757] lr: 9.145e-02, eta: 3 days, 22:55:13, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.2031, top5_acc: 0.4383, loss_cls: 3.7956, loss: 3.7956, grad_norm: 2.1076 2020-07-24 18:45:23,497 - mmaction - INFO - Epoch [35][2520/3757] lr: 9.145e-02, eta: 3 days, 22:54:28, time: 0.573, data_time: 0.003, memory: 5236, top1_acc: 0.2109, top5_acc: 0.4453, loss_cls: 3.7488, loss: 3.7488, grad_norm: 2.0251 2020-07-24 18:45:34,970 - mmaction - INFO - Epoch [35][2540/3757] lr: 9.145e-02, eta: 3 days, 22:53:43, time: 0.574, data_time: 0.003, memory: 5236, top1_acc: 0.2078, top5_acc: 0.4398, loss_cls: 3.7990, loss: 3.7990, grad_norm: 2.0291 2020-07-24 18:45:46,322 - mmaction - INFO - Epoch [35][2560/3757] lr: 9.145e-02, eta: 3 days, 22:52:54, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.1992, top5_acc: 0.4195, loss_cls: 3.8902, loss: 3.8902, grad_norm: 2.0055 2020-07-24 18:45:57,704 - mmaction - INFO - Epoch [35][2580/3757] lr: 9.145e-02, eta: 3 days, 22:52:07, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2180, top5_acc: 0.4523, loss_cls: 3.6943, loss: 3.6943, grad_norm: 2.0197 2020-07-24 18:46:09,021 - mmaction - INFO - Epoch [35][2600/3757] lr: 9.145e-02, eta: 3 days, 22:51:17, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2211, top5_acc: 0.4656, loss_cls: 3.7134, loss: 3.7134, grad_norm: 2.0189 2020-07-24 18:46:20,365 - mmaction - INFO - Epoch [35][2620/3757] lr: 9.145e-02, eta: 3 days, 22:50:29, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2180, top5_acc: 0.4422, loss_cls: 3.8105, loss: 3.8105, grad_norm: 2.0658 2020-07-24 18:46:31,687 - mmaction - INFO - Epoch [35][2640/3757] lr: 9.145e-02, eta: 3 days, 22:49:39, time: 0.566, data_time: 0.002, memory: 5236, top1_acc: 0.2195, top5_acc: 0.4453, loss_cls: 3.8099, loss: 3.8099, grad_norm: 2.0575 2020-07-24 18:46:43,254 - mmaction - INFO - Epoch [35][2660/3757] lr: 9.145e-02, eta: 3 days, 22:48:57, time: 0.577, data_time: 0.003, memory: 5236, top1_acc: 0.2039, top5_acc: 0.4539, loss_cls: 3.8017, loss: 3.8017, grad_norm: 2.0702 2020-07-24 18:46:54,560 - mmaction - INFO - Epoch [35][2680/3757] lr: 9.145e-02, eta: 3 days, 22:48:08, time: 0.566, data_time: 0.002, memory: 5236, top1_acc: 0.2320, top5_acc: 0.4555, loss_cls: 3.7217, loss: 3.7217, grad_norm: 2.0123 2020-07-24 18:47:05,932 - mmaction - INFO - Epoch [35][2700/3757] lr: 9.145e-02, eta: 3 days, 22:47:21, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2281, top5_acc: 0.4602, loss_cls: 3.6882, loss: 3.6882, grad_norm: 2.0953 2020-07-24 18:47:17,361 - mmaction - INFO - Epoch [35][2720/3757] lr: 9.145e-02, eta: 3 days, 22:46:35, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2148, top5_acc: 0.4297, loss_cls: 3.8280, loss: 3.8280, grad_norm: 2.0247 2020-07-24 18:47:28,688 - mmaction - INFO - Epoch [35][2740/3757] lr: 9.145e-02, eta: 3 days, 22:45:47, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2164, top5_acc: 0.4398, loss_cls: 3.7820, loss: 3.7820, grad_norm: 2.0139 2020-07-24 18:47:40,100 - mmaction - INFO - Epoch [35][2760/3757] lr: 9.145e-02, eta: 3 days, 22:45:01, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2016, top5_acc: 0.4398, loss_cls: 3.8001, loss: 3.8001, grad_norm: 2.0176 2020-07-24 18:47:51,570 - mmaction - INFO - Epoch [35][2780/3757] lr: 9.145e-02, eta: 3 days, 22:44:17, time: 0.574, data_time: 0.002, memory: 5236, top1_acc: 0.2070, top5_acc: 0.4531, loss_cls: 3.7303, loss: 3.7303, grad_norm: 2.0899 2020-07-24 18:48:02,950 - mmaction - INFO - Epoch [35][2800/3757] lr: 9.145e-02, eta: 3 days, 22:43:30, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2000, top5_acc: 0.4336, loss_cls: 3.8048, loss: 3.8048, grad_norm: 2.0922 2020-07-24 18:48:14,378 - mmaction - INFO - Epoch [35][2820/3757] lr: 9.145e-02, eta: 3 days, 22:42:45, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2164, top5_acc: 0.4234, loss_cls: 3.8300, loss: 3.8300, grad_norm: 1.9722 2020-07-24 18:48:25,661 - mmaction - INFO - Epoch [35][2840/3757] lr: 9.145e-02, eta: 3 days, 22:41:55, time: 0.564, data_time: 0.002, memory: 5236, top1_acc: 0.2211, top5_acc: 0.4508, loss_cls: 3.7365, loss: 3.7365, grad_norm: 1.9570 2020-07-24 18:48:36,999 - mmaction - INFO - Epoch [35][2860/3757] lr: 9.145e-02, eta: 3 days, 22:41:07, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2031, top5_acc: 0.4508, loss_cls: 3.7299, loss: 3.7299, grad_norm: 2.0515 2020-07-24 18:48:48,322 - mmaction - INFO - Epoch [35][2880/3757] lr: 9.145e-02, eta: 3 days, 22:40:19, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2344, top5_acc: 0.4602, loss_cls: 3.7298, loss: 3.7298, grad_norm: 2.0497 2020-07-24 18:48:59,766 - mmaction - INFO - Epoch [35][2900/3757] lr: 9.145e-02, eta: 3 days, 22:39:35, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.1977, top5_acc: 0.4242, loss_cls: 3.8840, loss: 3.8840, grad_norm: 2.0964 2020-07-24 18:49:11,170 - mmaction - INFO - Epoch [35][2920/3757] lr: 9.145e-02, eta: 3 days, 22:38:50, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2055, top5_acc: 0.4492, loss_cls: 3.7702, loss: 3.7702, grad_norm: 2.0606 2020-07-24 18:49:22,681 - mmaction - INFO - Epoch [35][2940/3757] lr: 9.145e-02, eta: 3 days, 22:38:07, time: 0.576, data_time: 0.002, memory: 5236, top1_acc: 0.2211, top5_acc: 0.4461, loss_cls: 3.8135, loss: 3.8135, grad_norm: 2.0754 2020-07-24 18:49:33,977 - mmaction - INFO - Epoch [35][2960/3757] lr: 9.145e-02, eta: 3 days, 22:37:19, time: 0.565, data_time: 0.002, memory: 5236, top1_acc: 0.1922, top5_acc: 0.4195, loss_cls: 3.8359, loss: 3.8359, grad_norm: 2.0242 2020-07-24 18:49:45,371 - mmaction - INFO - Epoch [35][2980/3757] lr: 9.145e-02, eta: 3 days, 22:36:33, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2047, top5_acc: 0.4422, loss_cls: 3.7990, loss: 3.7990, grad_norm: 2.0044 2020-07-24 18:49:56,842 - mmaction - INFO - Epoch [35][3000/3757] lr: 9.145e-02, eta: 3 days, 22:35:50, time: 0.573, data_time: 0.003, memory: 5236, top1_acc: 0.2219, top5_acc: 0.4313, loss_cls: 3.8139, loss: 3.8139, grad_norm: 2.0269 2020-07-24 18:50:08,317 - mmaction - INFO - Epoch [35][3020/3757] lr: 9.145e-02, eta: 3 days, 22:35:07, time: 0.574, data_time: 0.003, memory: 5236, top1_acc: 0.1953, top5_acc: 0.4211, loss_cls: 3.8963, loss: 3.8963, grad_norm: 2.0666 2020-07-24 18:50:19,685 - mmaction - INFO - Epoch [35][3040/3757] lr: 9.145e-02, eta: 3 days, 22:34:20, time: 0.568, data_time: 0.002, memory: 5236, top1_acc: 0.2141, top5_acc: 0.4516, loss_cls: 3.7769, loss: 3.7769, grad_norm: 2.0205 2020-07-24 18:50:31,066 - mmaction - INFO - Epoch [35][3060/3757] lr: 9.145e-02, eta: 3 days, 22:33:35, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2070, top5_acc: 0.4234, loss_cls: 3.8160, loss: 3.8160, grad_norm: 2.0118 2020-07-24 18:50:42,475 - mmaction - INFO - Epoch [35][3080/3757] lr: 9.145e-02, eta: 3 days, 22:32:50, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2297, top5_acc: 0.4594, loss_cls: 3.7102, loss: 3.7102, grad_norm: 2.0381 2020-07-24 18:50:53,838 - mmaction - INFO - Epoch [35][3100/3757] lr: 9.145e-02, eta: 3 days, 22:32:04, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2031, top5_acc: 0.4305, loss_cls: 3.7680, loss: 3.7680, grad_norm: 2.0450 2020-07-24 18:51:05,160 - mmaction - INFO - Epoch [35][3120/3757] lr: 9.145e-02, eta: 3 days, 22:31:17, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2102, top5_acc: 0.4430, loss_cls: 3.7663, loss: 3.7663, grad_norm: 2.1062 2020-07-24 18:51:16,510 - mmaction - INFO - Epoch [35][3140/3757] lr: 9.145e-02, eta: 3 days, 22:30:30, time: 0.568, data_time: 0.002, memory: 5236, top1_acc: 0.1789, top5_acc: 0.4258, loss_cls: 3.9049, loss: 3.9049, grad_norm: 2.0334 2020-07-24 18:51:27,914 - mmaction - INFO - Epoch [35][3160/3757] lr: 9.145e-02, eta: 3 days, 22:29:46, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2203, top5_acc: 0.4664, loss_cls: 3.6800, loss: 3.6800, grad_norm: 1.9731 2020-07-24 18:51:39,292 - mmaction - INFO - Epoch [35][3180/3757] lr: 9.145e-02, eta: 3 days, 22:29:00, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.1984, top5_acc: 0.4211, loss_cls: 3.8237, loss: 3.8237, grad_norm: 2.0476 2020-07-24 18:51:50,627 - mmaction - INFO - Epoch [35][3200/3757] lr: 9.145e-02, eta: 3 days, 22:28:14, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2047, top5_acc: 0.4422, loss_cls: 3.7890, loss: 3.7890, grad_norm: 2.0094 2020-07-24 18:52:01,938 - mmaction - INFO - Epoch [35][3220/3757] lr: 9.145e-02, eta: 3 days, 22:27:27, time: 0.566, data_time: 0.002, memory: 5236, top1_acc: 0.2039, top5_acc: 0.4602, loss_cls: 3.7688, loss: 3.7688, grad_norm: 1.9964 2020-07-24 18:52:13,390 - mmaction - INFO - Epoch [35][3240/3757] lr: 9.145e-02, eta: 3 days, 22:26:43, time: 0.572, data_time: 0.002, memory: 5236, top1_acc: 0.2180, top5_acc: 0.4180, loss_cls: 3.8680, loss: 3.8680, grad_norm: 2.0253 2020-07-24 18:52:24,732 - mmaction - INFO - Epoch [35][3260/3757] lr: 9.145e-02, eta: 3 days, 22:25:57, time: 0.567, data_time: 0.001, memory: 5236, top1_acc: 0.2070, top5_acc: 0.4352, loss_cls: 3.8597, loss: 3.8597, grad_norm: 2.0113 2020-07-24 18:52:36,162 - mmaction - INFO - Epoch [35][3280/3757] lr: 9.145e-02, eta: 3 days, 22:25:14, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.2164, top5_acc: 0.4453, loss_cls: 3.7663, loss: 3.7663, grad_norm: 2.0064 2020-07-24 18:52:47,593 - mmaction - INFO - Epoch [35][3300/3757] lr: 9.145e-02, eta: 3 days, 22:24:30, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.1977, top5_acc: 0.4242, loss_cls: 3.8113, loss: 3.8113, grad_norm: 2.0618 2020-07-24 18:52:58,966 - mmaction - INFO - Epoch [35][3320/3757] lr: 9.145e-02, eta: 3 days, 22:23:46, time: 0.569, data_time: 0.004, memory: 5236, top1_acc: 0.2219, top5_acc: 0.4602, loss_cls: 3.7409, loss: 3.7409, grad_norm: 2.0303 2020-07-24 18:53:10,265 - mmaction - INFO - Epoch [35][3340/3757] lr: 9.145e-02, eta: 3 days, 22:22:58, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.2086, top5_acc: 0.4344, loss_cls: 3.8440, loss: 3.8440, grad_norm: 2.0461 2020-07-24 18:53:21,751 - mmaction - INFO - Epoch [35][3360/3757] lr: 9.145e-02, eta: 3 days, 22:22:17, time: 0.575, data_time: 0.003, memory: 5236, top1_acc: 0.2133, top5_acc: 0.4562, loss_cls: 3.7506, loss: 3.7506, grad_norm: 2.0510 2020-07-24 18:53:33,150 - mmaction - INFO - Epoch [35][3380/3757] lr: 9.145e-02, eta: 3 days, 22:21:33, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2211, top5_acc: 0.4492, loss_cls: 3.7418, loss: 3.7418, grad_norm: 2.0185 2020-07-24 18:53:44,555 - mmaction - INFO - Epoch [35][3400/3757] lr: 9.145e-02, eta: 3 days, 22:20:49, time: 0.570, data_time: 0.004, memory: 5236, top1_acc: 0.2156, top5_acc: 0.4219, loss_cls: 3.7879, loss: 3.7879, grad_norm: 2.0202 2020-07-24 18:53:55,905 - mmaction - INFO - Epoch [35][3420/3757] lr: 9.145e-02, eta: 3 days, 22:20:04, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.1906, top5_acc: 0.3977, loss_cls: 3.8998, loss: 3.8998, grad_norm: 2.0024 2020-07-24 18:54:07,281 - mmaction - INFO - Epoch [35][3440/3757] lr: 9.145e-02, eta: 3 days, 22:19:19, time: 0.568, data_time: 0.002, memory: 5236, top1_acc: 0.2195, top5_acc: 0.4422, loss_cls: 3.8006, loss: 3.8006, grad_norm: 2.0285 2020-07-24 18:54:18,689 - mmaction - INFO - Epoch [35][3460/3757] lr: 9.145e-02, eta: 3 days, 22:18:36, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.1859, top5_acc: 0.4383, loss_cls: 3.8664, loss: 3.8664, grad_norm: 2.0634 2020-07-24 18:54:30,110 - mmaction - INFO - Epoch [35][3480/3757] lr: 9.145e-02, eta: 3 days, 22:17:53, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2172, top5_acc: 0.4461, loss_cls: 3.8075, loss: 3.8075, grad_norm: 2.0027 2020-07-24 18:54:41,465 - mmaction - INFO - Epoch [35][3500/3757] lr: 9.145e-02, eta: 3 days, 22:17:08, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2031, top5_acc: 0.4289, loss_cls: 3.8009, loss: 3.8009, grad_norm: 2.0122 2020-07-24 18:54:52,775 - mmaction - INFO - Epoch [35][3520/3757] lr: 9.145e-02, eta: 3 days, 22:16:22, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.1992, top5_acc: 0.4406, loss_cls: 3.7922, loss: 3.7922, grad_norm: 2.0659 2020-07-24 18:55:04,133 - mmaction - INFO - Epoch [35][3540/3757] lr: 9.145e-02, eta: 3 days, 22:15:38, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2148, top5_acc: 0.4406, loss_cls: 3.8128, loss: 3.8128, grad_norm: 2.0903 2020-07-24 18:55:15,451 - mmaction - INFO - Epoch [35][3560/3757] lr: 9.145e-02, eta: 3 days, 22:14:52, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2031, top5_acc: 0.4617, loss_cls: 3.7428, loss: 3.7428, grad_norm: 2.0070 2020-07-24 18:55:26,774 - mmaction - INFO - Epoch [35][3580/3757] lr: 9.145e-02, eta: 3 days, 22:14:06, time: 0.566, data_time: 0.002, memory: 5236, top1_acc: 0.2094, top5_acc: 0.4164, loss_cls: 3.9030, loss: 3.9030, grad_norm: 2.0124 2020-07-24 18:55:38,162 - mmaction - INFO - Epoch [35][3600/3757] lr: 9.145e-02, eta: 3 days, 22:13:23, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2281, top5_acc: 0.4531, loss_cls: 3.7081, loss: 3.7081, grad_norm: 1.9599 2020-07-24 18:55:49,499 - mmaction - INFO - Epoch [35][3620/3757] lr: 9.145e-02, eta: 3 days, 22:12:38, time: 0.567, data_time: 0.002, memory: 5236, top1_acc: 0.2000, top5_acc: 0.4156, loss_cls: 3.9297, loss: 3.9297, grad_norm: 2.1034 2020-07-24 18:56:00,821 - mmaction - INFO - Epoch [35][3640/3757] lr: 9.145e-02, eta: 3 days, 22:11:52, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2164, top5_acc: 0.4781, loss_cls: 3.6897, loss: 3.6897, grad_norm: 2.0028 2020-07-24 18:56:12,258 - mmaction - INFO - Epoch [35][3660/3757] lr: 9.145e-02, eta: 3 days, 22:11:10, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.1984, top5_acc: 0.4313, loss_cls: 3.8425, loss: 3.8425, grad_norm: 2.0365 2020-07-24 18:56:23,630 - mmaction - INFO - Epoch [35][3680/3757] lr: 9.145e-02, eta: 3 days, 22:10:27, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2141, top5_acc: 0.4383, loss_cls: 3.7752, loss: 3.7752, grad_norm: 2.0235 2020-07-24 18:56:34,924 - mmaction - INFO - Epoch [35][3700/3757] lr: 9.145e-02, eta: 3 days, 22:09:41, time: 0.564, data_time: 0.003, memory: 5236, top1_acc: 0.2094, top5_acc: 0.4250, loss_cls: 3.8039, loss: 3.8039, grad_norm: 2.0393 2020-07-24 18:56:46,221 - mmaction - INFO - Epoch [35][3720/3757] lr: 9.145e-02, eta: 3 days, 22:08:55, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.1938, top5_acc: 0.4180, loss_cls: 3.9069, loss: 3.9069, grad_norm: 2.0422 2020-07-24 18:56:57,578 - mmaction - INFO - Epoch [35][3740/3757] lr: 9.145e-02, eta: 3 days, 22:08:11, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2000, top5_acc: 0.4211, loss_cls: 3.8510, loss: 3.8510, grad_norm: 1.9893 2020-07-24 18:57:14,602 - mmaction - INFO - Saving checkpoint at 35 epochs 2020-07-24 19:00:33,348 - mmaction - INFO - Epoch [36][20/3757] lr: 9.096e-02, eta: 3 days, 23:31:41, time: 9.837, data_time: 9.108, memory: 5236, top1_acc: 0.2211, top5_acc: 0.4508, loss_cls: 3.7202, loss: 3.7202, grad_norm: 2.0337 2020-07-24 19:00:44,664 - mmaction - INFO - Epoch [36][40/3757] lr: 9.096e-02, eta: 3 days, 23:30:51, time: 0.567, data_time: 0.002, memory: 5236, top1_acc: 0.2070, top5_acc: 0.4297, loss_cls: 3.8413, loss: 3.8413, grad_norm: 2.0761 2020-07-24 19:00:56,026 - mmaction - INFO - Epoch [36][60/3757] lr: 9.096e-02, eta: 3 days, 23:30:02, time: 0.568, data_time: 0.002, memory: 5236, top1_acc: 0.2078, top5_acc: 0.4414, loss_cls: 3.8146, loss: 3.8146, grad_norm: 1.9453 2020-07-24 19:01:07,261 - mmaction - INFO - Epoch [36][80/3757] lr: 9.096e-02, eta: 3 days, 23:29:09, time: 0.562, data_time: 0.002, memory: 5236, top1_acc: 0.2258, top5_acc: 0.4500, loss_cls: 3.7358, loss: 3.7358, grad_norm: 2.0315 2020-07-24 19:01:18,663 - mmaction - INFO - Epoch [36][100/3757] lr: 9.096e-02, eta: 3 days, 23:28:21, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2000, top5_acc: 0.4422, loss_cls: 3.7901, loss: 3.7901, grad_norm: 2.0420 2020-07-24 19:01:29,997 - mmaction - INFO - Epoch [36][120/3757] lr: 9.096e-02, eta: 3 days, 23:27:31, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2367, top5_acc: 0.4617, loss_cls: 3.6507, loss: 3.6507, grad_norm: 2.0429 2020-07-24 19:01:41,398 - mmaction - INFO - Epoch [36][140/3757] lr: 9.096e-02, eta: 3 days, 23:26:44, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2148, top5_acc: 0.4437, loss_cls: 3.7836, loss: 3.7836, grad_norm: 2.0745 2020-07-24 19:01:52,743 - mmaction - INFO - Epoch [36][160/3757] lr: 9.096e-02, eta: 3 days, 23:25:55, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2078, top5_acc: 0.4664, loss_cls: 3.7134, loss: 3.7134, grad_norm: 2.0908 2020-07-24 19:02:04,032 - mmaction - INFO - Epoch [36][180/3757] lr: 9.096e-02, eta: 3 days, 23:25:04, time: 0.564, data_time: 0.003, memory: 5236, top1_acc: 0.2109, top5_acc: 0.4492, loss_cls: 3.7628, loss: 3.7628, grad_norm: 2.0825 2020-07-24 19:02:15,421 - mmaction - INFO - Epoch [36][200/3757] lr: 9.096e-02, eta: 3 days, 23:24:16, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2078, top5_acc: 0.4313, loss_cls: 3.7792, loss: 3.7792, grad_norm: 2.0448 2020-07-24 19:02:26,826 - mmaction - INFO - Epoch [36][220/3757] lr: 9.096e-02, eta: 3 days, 23:23:28, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.1992, top5_acc: 0.4258, loss_cls: 3.8540, loss: 3.8540, grad_norm: 2.0609 2020-07-24 19:02:38,104 - mmaction - INFO - Epoch [36][240/3757] lr: 9.096e-02, eta: 3 days, 23:22:38, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.1969, top5_acc: 0.4391, loss_cls: 3.8195, loss: 3.8195, grad_norm: 2.0141 2020-07-24 19:02:49,427 - mmaction - INFO - Epoch [36][260/3757] lr: 9.096e-02, eta: 3 days, 23:21:48, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2313, top5_acc: 0.4555, loss_cls: 3.6487, loss: 3.6487, grad_norm: 1.9733 2020-07-24 19:03:00,837 - mmaction - INFO - Epoch [36][280/3757] lr: 9.096e-02, eta: 3 days, 23:21:02, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2133, top5_acc: 0.4703, loss_cls: 3.6745, loss: 3.6745, grad_norm: 2.0711 2020-07-24 19:03:12,196 - mmaction - INFO - Epoch [36][300/3757] lr: 9.096e-02, eta: 3 days, 23:20:13, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.1977, top5_acc: 0.4406, loss_cls: 3.8601, loss: 3.8601, grad_norm: 2.1005 2020-07-24 19:03:23,536 - mmaction - INFO - Epoch [36][320/3757] lr: 9.096e-02, eta: 3 days, 23:19:25, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2273, top5_acc: 0.4469, loss_cls: 3.7254, loss: 3.7254, grad_norm: 1.9844 2020-07-24 19:03:34,841 - mmaction - INFO - Epoch [36][340/3757] lr: 9.096e-02, eta: 3 days, 23:18:35, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.2023, top5_acc: 0.4289, loss_cls: 3.8112, loss: 3.8112, grad_norm: 2.1374 2020-07-24 19:03:46,226 - mmaction - INFO - Epoch [36][360/3757] lr: 9.096e-02, eta: 3 days, 23:17:47, time: 0.569, data_time: 0.002, memory: 5236, top1_acc: 0.2070, top5_acc: 0.4367, loss_cls: 3.7771, loss: 3.7771, grad_norm: 2.0184 2020-07-24 19:03:57,621 - mmaction - INFO - Epoch [36][380/3757] lr: 9.096e-02, eta: 3 days, 23:17:01, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.1945, top5_acc: 0.4164, loss_cls: 3.8809, loss: 3.8809, grad_norm: 2.0536 2020-07-24 19:04:08,981 - mmaction - INFO - Epoch [36][400/3757] lr: 9.096e-02, eta: 3 days, 23:16:13, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.1953, top5_acc: 0.4258, loss_cls: 3.8411, loss: 3.8411, grad_norm: 2.0559 2020-07-24 19:04:20,338 - mmaction - INFO - Epoch [36][420/3757] lr: 9.096e-02, eta: 3 days, 23:15:25, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2117, top5_acc: 0.4305, loss_cls: 3.7896, loss: 3.7896, grad_norm: 2.0361 2020-07-24 19:04:31,719 - mmaction - INFO - Epoch [36][440/3757] lr: 9.096e-02, eta: 3 days, 23:14:38, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2164, top5_acc: 0.4578, loss_cls: 3.7588, loss: 3.7588, grad_norm: 2.0768 2020-07-24 19:04:43,077 - mmaction - INFO - Epoch [36][460/3757] lr: 9.096e-02, eta: 3 days, 23:13:50, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2195, top5_acc: 0.4688, loss_cls: 3.6917, loss: 3.6917, grad_norm: 2.0203 2020-07-24 19:04:54,475 - mmaction - INFO - Epoch [36][480/3757] lr: 9.096e-02, eta: 3 days, 23:13:04, time: 0.571, data_time: 0.004, memory: 5236, top1_acc: 0.1812, top5_acc: 0.4281, loss_cls: 3.8704, loss: 3.8704, grad_norm: 2.1072 2020-07-24 19:05:05,933 - mmaction - INFO - Epoch [36][500/3757] lr: 9.096e-02, eta: 3 days, 23:12:19, time: 0.573, data_time: 0.003, memory: 5236, top1_acc: 0.2156, top5_acc: 0.4477, loss_cls: 3.7408, loss: 3.7408, grad_norm: 2.0644 2020-07-24 19:05:17,304 - mmaction - INFO - Epoch [36][520/3757] lr: 9.096e-02, eta: 3 days, 23:11:32, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2297, top5_acc: 0.4352, loss_cls: 3.7679, loss: 3.7679, grad_norm: 2.0524 2020-07-24 19:05:28,703 - mmaction - INFO - Epoch [36][540/3757] lr: 9.096e-02, eta: 3 days, 23:10:46, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.1938, top5_acc: 0.4336, loss_cls: 3.8280, loss: 3.8280, grad_norm: 2.0775 2020-07-24 19:05:40,056 - mmaction - INFO - Epoch [36][560/3757] lr: 9.096e-02, eta: 3 days, 23:09:58, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.1914, top5_acc: 0.4086, loss_cls: 3.8758, loss: 3.8758, grad_norm: 2.0517 2020-07-24 19:05:51,498 - mmaction - INFO - Epoch [36][580/3757] lr: 9.096e-02, eta: 3 days, 23:09:14, time: 0.573, data_time: 0.004, memory: 5236, top1_acc: 0.2172, top5_acc: 0.4570, loss_cls: 3.6945, loss: 3.6945, grad_norm: 2.0053 2020-07-24 19:06:02,812 - mmaction - INFO - Epoch [36][600/3757] lr: 9.096e-02, eta: 3 days, 23:08:25, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2109, top5_acc: 0.4531, loss_cls: 3.7361, loss: 3.7361, grad_norm: 1.9645 2020-07-24 19:06:14,224 - mmaction - INFO - Epoch [36][620/3757] lr: 9.096e-02, eta: 3 days, 23:07:39, time: 0.570, data_time: 0.002, memory: 5236, top1_acc: 0.2148, top5_acc: 0.4320, loss_cls: 3.8021, loss: 3.8021, grad_norm: 2.0410 2020-07-24 19:06:25,571 - mmaction - INFO - Epoch [36][640/3757] lr: 9.096e-02, eta: 3 days, 23:06:52, time: 0.568, data_time: 0.002, memory: 5236, top1_acc: 0.2180, top5_acc: 0.4266, loss_cls: 3.7355, loss: 3.7355, grad_norm: 1.9547 2020-07-24 19:06:36,977 - mmaction - INFO - Epoch [36][660/3757] lr: 9.096e-02, eta: 3 days, 23:06:07, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2148, top5_acc: 0.4437, loss_cls: 3.7085, loss: 3.7085, grad_norm: 2.0390 2020-07-24 19:06:48,397 - mmaction - INFO - Epoch [36][680/3757] lr: 9.096e-02, eta: 3 days, 23:05:21, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2008, top5_acc: 0.4516, loss_cls: 3.8195, loss: 3.8195, grad_norm: 2.0620 2020-07-24 19:06:59,766 - mmaction - INFO - Epoch [36][700/3757] lr: 9.096e-02, eta: 3 days, 23:04:35, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2109, top5_acc: 0.4578, loss_cls: 3.7634, loss: 3.7634, grad_norm: 2.0024 2020-07-24 19:07:11,086 - mmaction - INFO - Epoch [36][720/3757] lr: 9.096e-02, eta: 3 days, 23:03:47, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2164, top5_acc: 0.4281, loss_cls: 3.8436, loss: 3.8436, grad_norm: 2.0036 2020-07-24 19:07:22,486 - mmaction - INFO - Epoch [36][740/3757] lr: 9.096e-02, eta: 3 days, 23:03:02, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2250, top5_acc: 0.4789, loss_cls: 3.6743, loss: 3.6743, grad_norm: 2.0354 2020-07-24 19:07:33,861 - mmaction - INFO - Epoch [36][760/3757] lr: 9.096e-02, eta: 3 days, 23:02:16, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2172, top5_acc: 0.4656, loss_cls: 3.7485, loss: 3.7485, grad_norm: 2.0556 2020-07-24 19:07:45,291 - mmaction - INFO - Epoch [36][780/3757] lr: 9.096e-02, eta: 3 days, 23:01:31, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.1984, top5_acc: 0.4211, loss_cls: 3.8863, loss: 3.8863, grad_norm: 2.1329 2020-07-24 19:07:56,717 - mmaction - INFO - Epoch [36][800/3757] lr: 9.096e-02, eta: 3 days, 23:00:46, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2234, top5_acc: 0.4523, loss_cls: 3.7532, loss: 3.7532, grad_norm: 2.0507 2020-07-24 19:08:08,070 - mmaction - INFO - Epoch [36][820/3757] lr: 9.096e-02, eta: 3 days, 23:00:00, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2109, top5_acc: 0.4344, loss_cls: 3.8117, loss: 3.8117, grad_norm: 2.0311 2020-07-24 19:08:19,478 - mmaction - INFO - Epoch [36][840/3757] lr: 9.096e-02, eta: 3 days, 22:59:15, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2211, top5_acc: 0.4234, loss_cls: 3.8550, loss: 3.8550, grad_norm: 2.0195 2020-07-24 19:08:30,841 - mmaction - INFO - Epoch [36][860/3757] lr: 9.096e-02, eta: 3 days, 22:58:29, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.1930, top5_acc: 0.4180, loss_cls: 3.8976, loss: 3.8976, grad_norm: 2.0612 2020-07-24 19:08:42,243 - mmaction - INFO - Epoch [36][880/3757] lr: 9.096e-02, eta: 3 days, 22:57:44, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.1961, top5_acc: 0.4398, loss_cls: 3.7969, loss: 3.7969, grad_norm: 2.0263 2020-07-24 19:08:53,672 - mmaction - INFO - Epoch [36][900/3757] lr: 9.096e-02, eta: 3 days, 22:57:00, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2094, top5_acc: 0.4266, loss_cls: 3.8204, loss: 3.8204, grad_norm: 1.9996 2020-07-24 19:09:04,982 - mmaction - INFO - Epoch [36][920/3757] lr: 9.096e-02, eta: 3 days, 22:56:12, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2031, top5_acc: 0.4570, loss_cls: 3.7101, loss: 3.7101, grad_norm: 2.0203 2020-07-24 19:09:16,306 - mmaction - INFO - Epoch [36][940/3757] lr: 9.096e-02, eta: 3 days, 22:55:26, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2172, top5_acc: 0.4641, loss_cls: 3.7616, loss: 3.7616, grad_norm: 2.1081 2020-07-24 19:09:27,649 - mmaction - INFO - Epoch [36][960/3757] lr: 9.096e-02, eta: 3 days, 22:54:39, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.1961, top5_acc: 0.4430, loss_cls: 3.7839, loss: 3.7839, grad_norm: 2.0492 2020-07-24 19:09:39,014 - mmaction - INFO - Epoch [36][980/3757] lr: 9.096e-02, eta: 3 days, 22:53:54, time: 0.568, data_time: 0.002, memory: 5236, top1_acc: 0.2109, top5_acc: 0.4258, loss_cls: 3.7818, loss: 3.7818, grad_norm: 1.9954 2020-07-24 19:09:50,380 - mmaction - INFO - Epoch [36][1000/3757] lr: 9.096e-02, eta: 3 days, 22:53:08, time: 0.568, data_time: 0.002, memory: 5236, top1_acc: 0.2078, top5_acc: 0.4477, loss_cls: 3.7149, loss: 3.7149, grad_norm: 2.0259 2020-07-24 19:10:01,788 - mmaction - INFO - Epoch [36][1020/3757] lr: 9.096e-02, eta: 3 days, 22:52:24, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2008, top5_acc: 0.4383, loss_cls: 3.7975, loss: 3.7975, grad_norm: 2.0676 2020-07-24 19:10:13,064 - mmaction - INFO - Epoch [36][1040/3757] lr: 9.096e-02, eta: 3 days, 22:51:36, time: 0.564, data_time: 0.001, memory: 5236, top1_acc: 0.2000, top5_acc: 0.4172, loss_cls: 3.8435, loss: 3.8435, grad_norm: 2.0614 2020-07-24 19:10:24,506 - mmaction - INFO - Epoch [36][1060/3757] lr: 9.096e-02, eta: 3 days, 22:50:53, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.1977, top5_acc: 0.4414, loss_cls: 3.7630, loss: 3.7630, grad_norm: 2.0224 2020-07-24 19:10:35,843 - mmaction - INFO - Epoch [36][1080/3757] lr: 9.096e-02, eta: 3 days, 22:50:07, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2078, top5_acc: 0.4195, loss_cls: 3.8101, loss: 3.8101, grad_norm: 2.0094 2020-07-24 19:10:47,199 - mmaction - INFO - Epoch [36][1100/3757] lr: 9.096e-02, eta: 3 days, 22:49:21, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2016, top5_acc: 0.4359, loss_cls: 3.7765, loss: 3.7765, grad_norm: 1.9866 2020-07-24 19:10:58,485 - mmaction - INFO - Epoch [36][1120/3757] lr: 9.096e-02, eta: 3 days, 22:48:34, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.2141, top5_acc: 0.4461, loss_cls: 3.8297, loss: 3.8297, grad_norm: 1.9959 2020-07-24 19:11:09,880 - mmaction - INFO - Epoch [36][1140/3757] lr: 9.096e-02, eta: 3 days, 22:47:50, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2328, top5_acc: 0.4617, loss_cls: 3.7371, loss: 3.7371, grad_norm: 1.9690 2020-07-24 19:11:21,337 - mmaction - INFO - Epoch [36][1160/3757] lr: 9.096e-02, eta: 3 days, 22:47:07, time: 0.573, data_time: 0.003, memory: 5236, top1_acc: 0.2156, top5_acc: 0.4680, loss_cls: 3.7455, loss: 3.7455, grad_norm: 2.0463 2020-07-24 19:11:32,656 - mmaction - INFO - Epoch [36][1180/3757] lr: 9.096e-02, eta: 3 days, 22:46:21, time: 0.566, data_time: 0.002, memory: 5236, top1_acc: 0.2016, top5_acc: 0.4422, loss_cls: 3.7804, loss: 3.7804, grad_norm: 2.0844 2020-07-24 19:11:44,062 - mmaction - INFO - Epoch [36][1200/3757] lr: 9.096e-02, eta: 3 days, 22:45:37, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2258, top5_acc: 0.4500, loss_cls: 3.7297, loss: 3.7297, grad_norm: 2.0720 2020-07-24 19:11:55,511 - mmaction - INFO - Epoch [36][1220/3757] lr: 9.096e-02, eta: 3 days, 22:44:55, time: 0.573, data_time: 0.003, memory: 5236, top1_acc: 0.2086, top5_acc: 0.4336, loss_cls: 3.8112, loss: 3.8112, grad_norm: 2.0750 2020-07-24 19:12:06,924 - mmaction - INFO - Epoch [36][1240/3757] lr: 9.096e-02, eta: 3 days, 22:44:11, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2180, top5_acc: 0.4539, loss_cls: 3.6876, loss: 3.6876, grad_norm: 2.1318 2020-07-24 19:12:18,419 - mmaction - INFO - Epoch [36][1260/3757] lr: 9.096e-02, eta: 3 days, 22:43:30, time: 0.575, data_time: 0.003, memory: 5236, top1_acc: 0.1930, top5_acc: 0.4148, loss_cls: 3.8784, loss: 3.8784, grad_norm: 2.0841 2020-07-24 19:12:29,846 - mmaction - INFO - Epoch [36][1280/3757] lr: 9.096e-02, eta: 3 days, 22:42:47, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2313, top5_acc: 0.4555, loss_cls: 3.6993, loss: 3.6993, grad_norm: 2.0282 2020-07-24 19:12:41,209 - mmaction - INFO - Epoch [36][1300/3757] lr: 9.096e-02, eta: 3 days, 22:42:02, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.1992, top5_acc: 0.4320, loss_cls: 3.8673, loss: 3.8673, grad_norm: 2.1182 2020-07-24 19:12:52,513 - mmaction - INFO - Epoch [36][1320/3757] lr: 9.096e-02, eta: 3 days, 22:41:17, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2289, top5_acc: 0.4500, loss_cls: 3.7260, loss: 3.7260, grad_norm: 2.0053 2020-07-24 19:13:03,847 - mmaction - INFO - Epoch [36][1340/3757] lr: 9.096e-02, eta: 3 days, 22:40:31, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2039, top5_acc: 0.4445, loss_cls: 3.7632, loss: 3.7632, grad_norm: 2.0512 2020-07-24 19:13:15,261 - mmaction - INFO - Epoch [36][1360/3757] lr: 9.096e-02, eta: 3 days, 22:39:48, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2289, top5_acc: 0.4453, loss_cls: 3.7478, loss: 3.7478, grad_norm: 1.9800 2020-07-24 19:13:26,665 - mmaction - INFO - Epoch [36][1380/3757] lr: 9.096e-02, eta: 3 days, 22:39:05, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2039, top5_acc: 0.4445, loss_cls: 3.8109, loss: 3.8109, grad_norm: 2.0508 2020-07-24 19:13:38,093 - mmaction - INFO - Epoch [36][1400/3757] lr: 9.096e-02, eta: 3 days, 22:38:22, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2055, top5_acc: 0.4359, loss_cls: 3.7743, loss: 3.7743, grad_norm: 1.9606 2020-07-24 19:13:49,403 - mmaction - INFO - Epoch [36][1420/3757] lr: 9.096e-02, eta: 3 days, 22:37:37, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2078, top5_acc: 0.4352, loss_cls: 3.7689, loss: 3.7689, grad_norm: 2.0621 2020-07-24 19:14:00,929 - mmaction - INFO - Epoch [36][1440/3757] lr: 9.096e-02, eta: 3 days, 22:36:57, time: 0.576, data_time: 0.003, memory: 5236, top1_acc: 0.1992, top5_acc: 0.4289, loss_cls: 3.8103, loss: 3.8103, grad_norm: 2.0243 2020-07-24 19:14:12,317 - mmaction - INFO - Epoch [36][1460/3757] lr: 9.096e-02, eta: 3 days, 22:36:14, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2055, top5_acc: 0.4305, loss_cls: 3.7810, loss: 3.7810, grad_norm: 2.0313 2020-07-24 19:14:23,695 - mmaction - INFO - Epoch [36][1480/3757] lr: 9.096e-02, eta: 3 days, 22:35:30, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2070, top5_acc: 0.4273, loss_cls: 3.7992, loss: 3.7992, grad_norm: 2.0166 2020-07-24 19:14:35,074 - mmaction - INFO - Epoch [36][1500/3757] lr: 9.096e-02, eta: 3 days, 22:34:47, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2016, top5_acc: 0.4258, loss_cls: 3.8175, loss: 3.8175, grad_norm: 2.0144 2020-07-24 19:14:46,533 - mmaction - INFO - Epoch [36][1520/3757] lr: 9.096e-02, eta: 3 days, 22:34:05, time: 0.573, data_time: 0.003, memory: 5236, top1_acc: 0.2086, top5_acc: 0.4500, loss_cls: 3.8094, loss: 3.8094, grad_norm: 2.0562 2020-07-24 19:14:57,912 - mmaction - INFO - Epoch [36][1540/3757] lr: 9.096e-02, eta: 3 days, 22:33:22, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2148, top5_acc: 0.4555, loss_cls: 3.7114, loss: 3.7114, grad_norm: 2.0789 2020-07-24 19:15:09,289 - mmaction - INFO - Epoch [36][1560/3757] lr: 9.096e-02, eta: 3 days, 22:32:38, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2086, top5_acc: 0.4234, loss_cls: 3.8110, loss: 3.8110, grad_norm: 2.0469 2020-07-24 19:15:20,668 - mmaction - INFO - Epoch [36][1580/3757] lr: 9.096e-02, eta: 3 days, 22:31:55, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2227, top5_acc: 0.4500, loss_cls: 3.7338, loss: 3.7338, grad_norm: 2.0174 2020-07-24 19:15:32,071 - mmaction - INFO - Epoch [36][1600/3757] lr: 9.096e-02, eta: 3 days, 22:31:13, time: 0.570, data_time: 0.002, memory: 5236, top1_acc: 0.2008, top5_acc: 0.4367, loss_cls: 3.8113, loss: 3.8113, grad_norm: 2.0237 2020-07-24 19:15:43,495 - mmaction - INFO - Epoch [36][1620/3757] lr: 9.096e-02, eta: 3 days, 22:30:30, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2016, top5_acc: 0.4539, loss_cls: 3.7211, loss: 3.7211, grad_norm: 1.9947 2020-07-24 19:15:54,807 - mmaction - INFO - Epoch [36][1640/3757] lr: 9.096e-02, eta: 3 days, 22:29:46, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2398, top5_acc: 0.4883, loss_cls: 3.6159, loss: 3.6159, grad_norm: 1.9754 2020-07-24 19:16:06,170 - mmaction - INFO - Epoch [36][1660/3757] lr: 9.096e-02, eta: 3 days, 22:29:02, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2125, top5_acc: 0.4453, loss_cls: 3.7453, loss: 3.7453, grad_norm: 2.0544 2020-07-24 19:16:17,561 - mmaction - INFO - Epoch [36][1680/3757] lr: 9.096e-02, eta: 3 days, 22:28:19, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2227, top5_acc: 0.4711, loss_cls: 3.6748, loss: 3.6748, grad_norm: 2.0868 2020-07-24 19:16:28,934 - mmaction - INFO - Epoch [36][1700/3757] lr: 9.096e-02, eta: 3 days, 22:27:37, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2062, top5_acc: 0.4352, loss_cls: 3.7691, loss: 3.7691, grad_norm: 2.0863 2020-07-24 19:16:40,363 - mmaction - INFO - Epoch [36][1720/3757] lr: 9.096e-02, eta: 3 days, 22:26:55, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.1930, top5_acc: 0.4219, loss_cls: 3.8524, loss: 3.8524, grad_norm: 2.0416 2020-07-24 19:16:51,716 - mmaction - INFO - Epoch [36][1740/3757] lr: 9.096e-02, eta: 3 days, 22:26:12, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2188, top5_acc: 0.4516, loss_cls: 3.6990, loss: 3.6990, grad_norm: 2.0234 2020-07-24 19:17:03,119 - mmaction - INFO - Epoch [36][1760/3757] lr: 9.096e-02, eta: 3 days, 22:25:29, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2023, top5_acc: 0.4477, loss_cls: 3.8145, loss: 3.8145, grad_norm: 2.0973 2020-07-24 19:17:14,571 - mmaction - INFO - Epoch [36][1780/3757] lr: 9.096e-02, eta: 3 days, 22:24:49, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.2047, top5_acc: 0.4383, loss_cls: 3.7854, loss: 3.7854, grad_norm: 1.9957 2020-07-24 19:17:25,981 - mmaction - INFO - Epoch [36][1800/3757] lr: 9.096e-02, eta: 3 days, 22:24:07, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.1898, top5_acc: 0.4508, loss_cls: 3.7495, loss: 3.7495, grad_norm: 2.0172 2020-07-24 19:17:37,402 - mmaction - INFO - Epoch [36][1820/3757] lr: 9.096e-02, eta: 3 days, 22:23:25, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2125, top5_acc: 0.4648, loss_cls: 3.6371, loss: 3.6371, grad_norm: 1.9726 2020-07-24 19:17:48,877 - mmaction - INFO - Epoch [36][1840/3757] lr: 9.096e-02, eta: 3 days, 22:22:45, time: 0.574, data_time: 0.003, memory: 5236, top1_acc: 0.2117, top5_acc: 0.4367, loss_cls: 3.7846, loss: 3.7846, grad_norm: 2.0868 2020-07-24 19:18:00,249 - mmaction - INFO - Epoch [36][1860/3757] lr: 9.096e-02, eta: 3 days, 22:22:03, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2211, top5_acc: 0.4547, loss_cls: 3.7152, loss: 3.7152, grad_norm: 2.0451 2020-07-24 19:18:11,594 - mmaction - INFO - Epoch [36][1880/3757] lr: 9.096e-02, eta: 3 days, 22:21:19, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2102, top5_acc: 0.4281, loss_cls: 3.7815, loss: 3.7815, grad_norm: 2.0533 2020-07-24 19:18:23,043 - mmaction - INFO - Epoch [36][1900/3757] lr: 9.096e-02, eta: 3 days, 22:20:39, time: 0.573, data_time: 0.003, memory: 5236, top1_acc: 0.2055, top5_acc: 0.4336, loss_cls: 3.7506, loss: 3.7506, grad_norm: 2.0468 2020-07-24 19:18:34,536 - mmaction - INFO - Epoch [36][1920/3757] lr: 9.096e-02, eta: 3 days, 22:20:00, time: 0.575, data_time: 0.003, memory: 5236, top1_acc: 0.2117, top5_acc: 0.4359, loss_cls: 3.7734, loss: 3.7734, grad_norm: 2.0614 2020-07-24 19:18:45,936 - mmaction - INFO - Epoch [36][1940/3757] lr: 9.096e-02, eta: 3 days, 22:19:18, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2094, top5_acc: 0.4430, loss_cls: 3.8362, loss: 3.8362, grad_norm: 2.0679 2020-07-24 19:18:57,220 - mmaction - INFO - Epoch [36][1960/3757] lr: 9.096e-02, eta: 3 days, 22:18:34, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.2008, top5_acc: 0.4328, loss_cls: 3.8218, loss: 3.8218, grad_norm: 2.0501 2020-07-24 19:19:08,636 - mmaction - INFO - Epoch [36][1980/3757] lr: 9.096e-02, eta: 3 days, 22:17:53, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2297, top5_acc: 0.4695, loss_cls: 3.7088, loss: 3.7088, grad_norm: 2.0575 2020-07-24 19:19:20,119 - mmaction - INFO - Epoch [36][2000/3757] lr: 9.096e-02, eta: 3 days, 22:17:13, time: 0.574, data_time: 0.003, memory: 5236, top1_acc: 0.2109, top5_acc: 0.4688, loss_cls: 3.7254, loss: 3.7254, grad_norm: 2.0797 2020-07-24 19:19:31,486 - mmaction - INFO - Epoch [36][2020/3757] lr: 9.096e-02, eta: 3 days, 22:16:31, time: 0.568, data_time: 0.002, memory: 5236, top1_acc: 0.2117, top5_acc: 0.4453, loss_cls: 3.8188, loss: 3.8188, grad_norm: 2.0882 2020-07-24 19:19:42,918 - mmaction - INFO - Epoch [36][2040/3757] lr: 9.096e-02, eta: 3 days, 22:15:50, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.1875, top5_acc: 0.4289, loss_cls: 3.8418, loss: 3.8418, grad_norm: 2.0321 2020-07-24 19:19:54,341 - mmaction - INFO - Epoch [36][2060/3757] lr: 9.096e-02, eta: 3 days, 22:15:10, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.1875, top5_acc: 0.4422, loss_cls: 3.7893, loss: 3.7893, grad_norm: 2.0129 2020-07-24 19:20:05,725 - mmaction - INFO - Epoch [36][2080/3757] lr: 9.096e-02, eta: 3 days, 22:14:28, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.1961, top5_acc: 0.4242, loss_cls: 3.8500, loss: 3.8500, grad_norm: 1.9820 2020-07-24 19:20:17,191 - mmaction - INFO - Epoch [36][2100/3757] lr: 9.096e-02, eta: 3 days, 22:13:48, time: 0.573, data_time: 0.003, memory: 5236, top1_acc: 0.2047, top5_acc: 0.4367, loss_cls: 3.8429, loss: 3.8429, grad_norm: 2.0064 2020-07-24 19:20:28,550 - mmaction - INFO - Epoch [36][2120/3757] lr: 9.096e-02, eta: 3 days, 22:13:06, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2023, top5_acc: 0.4414, loss_cls: 3.7452, loss: 3.7452, grad_norm: 2.0785 2020-07-24 19:20:39,944 - mmaction - INFO - Epoch [36][2140/3757] lr: 9.096e-02, eta: 3 days, 22:12:25, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2016, top5_acc: 0.4469, loss_cls: 3.8002, loss: 3.8002, grad_norm: 2.0305 2020-07-24 19:20:51,298 - mmaction - INFO - Epoch [36][2160/3757] lr: 9.096e-02, eta: 3 days, 22:11:43, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2203, top5_acc: 0.4727, loss_cls: 3.6709, loss: 3.6709, grad_norm: 2.0641 2020-07-24 19:21:02,688 - mmaction - INFO - Epoch [36][2180/3757] lr: 9.096e-02, eta: 3 days, 22:11:02, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.1945, top5_acc: 0.4305, loss_cls: 3.8685, loss: 3.8685, grad_norm: 2.1289 2020-07-24 19:21:14,074 - mmaction - INFO - Epoch [36][2200/3757] lr: 9.096e-02, eta: 3 days, 22:10:21, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2211, top5_acc: 0.4477, loss_cls: 3.7713, loss: 3.7713, grad_norm: 1.9975 2020-07-24 19:21:25,504 - mmaction - INFO - Epoch [36][2220/3757] lr: 9.096e-02, eta: 3 days, 22:09:41, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2000, top5_acc: 0.4539, loss_cls: 3.7444, loss: 3.7444, grad_norm: 2.0423 2020-07-24 19:21:36,884 - mmaction - INFO - Epoch [36][2240/3757] lr: 9.096e-02, eta: 3 days, 22:08:59, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2008, top5_acc: 0.4297, loss_cls: 3.8357, loss: 3.8357, grad_norm: 2.0512 2020-07-24 19:21:48,245 - mmaction - INFO - Epoch [36][2260/3757] lr: 9.096e-02, eta: 3 days, 22:08:17, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2078, top5_acc: 0.4570, loss_cls: 3.7645, loss: 3.7645, grad_norm: 2.0771 2020-07-24 19:21:59,560 - mmaction - INFO - Epoch [36][2280/3757] lr: 9.096e-02, eta: 3 days, 22:07:35, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2055, top5_acc: 0.4227, loss_cls: 3.8331, loss: 3.8331, grad_norm: 2.0258 2020-07-24 19:22:11,060 - mmaction - INFO - Epoch [36][2300/3757] lr: 9.096e-02, eta: 3 days, 22:06:57, time: 0.575, data_time: 0.003, memory: 5236, top1_acc: 0.2203, top5_acc: 0.4617, loss_cls: 3.7334, loss: 3.7334, grad_norm: 2.0209 2020-07-24 19:22:22,494 - mmaction - INFO - Epoch [36][2320/3757] lr: 9.096e-02, eta: 3 days, 22:06:16, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2055, top5_acc: 0.4266, loss_cls: 3.7776, loss: 3.7776, grad_norm: 2.0251 2020-07-24 19:22:33,777 - mmaction - INFO - Epoch [36][2340/3757] lr: 9.096e-02, eta: 3 days, 22:05:34, time: 0.565, data_time: 0.004, memory: 5236, top1_acc: 0.2305, top5_acc: 0.4437, loss_cls: 3.7184, loss: 3.7184, grad_norm: 2.0235 2020-07-24 19:22:45,278 - mmaction - INFO - Epoch [36][2360/3757] lr: 9.096e-02, eta: 3 days, 22:04:56, time: 0.575, data_time: 0.003, memory: 5236, top1_acc: 0.2008, top5_acc: 0.4609, loss_cls: 3.7978, loss: 3.7978, grad_norm: 2.0947 2020-07-24 19:22:56,593 - mmaction - INFO - Epoch [36][2380/3757] lr: 9.096e-02, eta: 3 days, 22:04:13, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2109, top5_acc: 0.4422, loss_cls: 3.8232, loss: 3.8232, grad_norm: 2.0667 2020-07-24 19:23:08,015 - mmaction - INFO - Epoch [36][2400/3757] lr: 9.096e-02, eta: 3 days, 22:03:33, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2125, top5_acc: 0.4469, loss_cls: 3.7556, loss: 3.7556, grad_norm: 2.0553 2020-07-24 19:23:19,408 - mmaction - INFO - Epoch [36][2420/3757] lr: 9.096e-02, eta: 3 days, 22:02:53, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2125, top5_acc: 0.4383, loss_cls: 3.7601, loss: 3.7601, grad_norm: 2.0589 2020-07-24 19:23:30,827 - mmaction - INFO - Epoch [36][2440/3757] lr: 9.096e-02, eta: 3 days, 22:02:13, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.1969, top5_acc: 0.4422, loss_cls: 3.8627, loss: 3.8627, grad_norm: 2.1340 2020-07-24 19:23:42,208 - mmaction - INFO - Epoch [36][2460/3757] lr: 9.096e-02, eta: 3 days, 22:01:32, time: 0.569, data_time: 0.002, memory: 5236, top1_acc: 0.2273, top5_acc: 0.4734, loss_cls: 3.5847, loss: 3.5847, grad_norm: 2.1132 2020-07-24 19:23:53,585 - mmaction - INFO - Epoch [36][2480/3757] lr: 9.096e-02, eta: 3 days, 22:00:52, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2211, top5_acc: 0.4617, loss_cls: 3.6695, loss: 3.6695, grad_norm: 2.0822 2020-07-24 19:24:05,044 - mmaction - INFO - Epoch [36][2500/3757] lr: 9.096e-02, eta: 3 days, 22:00:13, time: 0.573, data_time: 0.003, memory: 5236, top1_acc: 0.2164, top5_acc: 0.4336, loss_cls: 3.8355, loss: 3.8355, grad_norm: 2.1015 2020-07-24 19:24:16,493 - mmaction - INFO - Epoch [36][2520/3757] lr: 9.096e-02, eta: 3 days, 21:59:34, time: 0.573, data_time: 0.003, memory: 5236, top1_acc: 0.2062, top5_acc: 0.4367, loss_cls: 3.7397, loss: 3.7397, grad_norm: 2.0058 2020-07-24 19:24:27,822 - mmaction - INFO - Epoch [36][2540/3757] lr: 9.096e-02, eta: 3 days, 21:58:53, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2148, top5_acc: 0.4359, loss_cls: 3.7874, loss: 3.7874, grad_norm: 2.0836 2020-07-24 19:24:39,281 - mmaction - INFO - Epoch [36][2560/3757] lr: 9.096e-02, eta: 3 days, 21:58:14, time: 0.573, data_time: 0.003, memory: 5236, top1_acc: 0.2070, top5_acc: 0.4266, loss_cls: 3.8141, loss: 3.8141, grad_norm: 2.0971 2020-07-24 19:24:50,656 - mmaction - INFO - Epoch [36][2580/3757] lr: 9.096e-02, eta: 3 days, 21:57:34, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2062, top5_acc: 0.4437, loss_cls: 3.7463, loss: 3.7463, grad_norm: 2.0502 2020-07-24 19:25:02,114 - mmaction - INFO - Epoch [36][2600/3757] lr: 9.096e-02, eta: 3 days, 21:56:55, time: 0.573, data_time: 0.003, memory: 5236, top1_acc: 0.1984, top5_acc: 0.4383, loss_cls: 3.8611, loss: 3.8611, grad_norm: 2.0083 2020-07-24 19:25:13,456 - mmaction - INFO - Epoch [36][2620/3757] lr: 9.096e-02, eta: 3 days, 21:56:14, time: 0.567, data_time: 0.001, memory: 5236, top1_acc: 0.2148, top5_acc: 0.4555, loss_cls: 3.7461, loss: 3.7461, grad_norm: 2.0488 2020-07-24 19:25:24,943 - mmaction - INFO - Epoch [36][2640/3757] lr: 9.096e-02, eta: 3 days, 21:55:36, time: 0.574, data_time: 0.003, memory: 5236, top1_acc: 0.1969, top5_acc: 0.4328, loss_cls: 3.8623, loss: 3.8623, grad_norm: 2.0766 2020-07-24 19:25:36,408 - mmaction - INFO - Epoch [36][2660/3757] lr: 9.096e-02, eta: 3 days, 21:54:59, time: 0.574, data_time: 0.004, memory: 5236, top1_acc: 0.2047, top5_acc: 0.4328, loss_cls: 3.7866, loss: 3.7866, grad_norm: 2.0671 2020-07-24 19:25:47,740 - mmaction - INFO - Epoch [36][2680/3757] lr: 9.096e-02, eta: 3 days, 21:54:17, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.1703, top5_acc: 0.4000, loss_cls: 3.9623, loss: 3.9623, grad_norm: 2.0918 2020-07-24 19:25:59,101 - mmaction - INFO - Epoch [36][2700/3757] lr: 9.096e-02, eta: 3 days, 21:53:37, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2086, top5_acc: 0.4469, loss_cls: 3.7311, loss: 3.7311, grad_norm: 2.0134 2020-07-24 19:26:10,405 - mmaction - INFO - Epoch [36][2720/3757] lr: 9.096e-02, eta: 3 days, 21:52:55, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2328, top5_acc: 0.4750, loss_cls: 3.6082, loss: 3.6082, grad_norm: 2.0409 2020-07-24 19:26:21,727 - mmaction - INFO - Epoch [36][2740/3757] lr: 9.096e-02, eta: 3 days, 21:52:13, time: 0.566, data_time: 0.002, memory: 5236, top1_acc: 0.2172, top5_acc: 0.4516, loss_cls: 3.7528, loss: 3.7528, grad_norm: 2.1196 2020-07-24 19:26:33,221 - mmaction - INFO - Epoch [36][2760/3757] lr: 9.096e-02, eta: 3 days, 21:51:37, time: 0.575, data_time: 0.003, memory: 5236, top1_acc: 0.2133, top5_acc: 0.4477, loss_cls: 3.7671, loss: 3.7671, grad_norm: 2.1000 2020-07-24 19:26:44,674 - mmaction - INFO - Epoch [36][2780/3757] lr: 9.096e-02, eta: 3 days, 21:50:59, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.1992, top5_acc: 0.4164, loss_cls: 3.8650, loss: 3.8650, grad_norm: 2.0299 2020-07-24 19:26:56,072 - mmaction - INFO - Epoch [36][2800/3757] lr: 9.096e-02, eta: 3 days, 21:50:19, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2211, top5_acc: 0.4523, loss_cls: 3.7118, loss: 3.7118, grad_norm: 2.0327 2020-07-24 19:27:07,534 - mmaction - INFO - Epoch [36][2820/3757] lr: 9.096e-02, eta: 3 days, 21:49:41, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.2047, top5_acc: 0.4414, loss_cls: 3.7607, loss: 3.7607, grad_norm: 2.1044 2020-07-24 19:27:19,022 - mmaction - INFO - Epoch [36][2840/3757] lr: 9.096e-02, eta: 3 days, 21:49:04, time: 0.574, data_time: 0.003, memory: 5236, top1_acc: 0.2125, top5_acc: 0.4508, loss_cls: 3.7698, loss: 3.7698, grad_norm: 2.0687 2020-07-24 19:27:30,437 - mmaction - INFO - Epoch [36][2860/3757] lr: 9.096e-02, eta: 3 days, 21:48:25, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.1961, top5_acc: 0.4211, loss_cls: 3.8651, loss: 3.8651, grad_norm: 2.0104 2020-07-24 19:27:41,939 - mmaction - INFO - Epoch [36][2880/3757] lr: 9.096e-02, eta: 3 days, 21:47:49, time: 0.576, data_time: 0.003, memory: 5236, top1_acc: 0.2000, top5_acc: 0.4336, loss_cls: 3.8363, loss: 3.8363, grad_norm: 2.0579 2020-07-24 19:27:53,408 - mmaction - INFO - Epoch [36][2900/3757] lr: 9.096e-02, eta: 3 days, 21:47:12, time: 0.574, data_time: 0.003, memory: 5236, top1_acc: 0.2195, top5_acc: 0.4437, loss_cls: 3.7540, loss: 3.7540, grad_norm: 2.0008 2020-07-24 19:28:04,853 - mmaction - INFO - Epoch [36][2920/3757] lr: 9.096e-02, eta: 3 days, 21:46:34, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.1883, top5_acc: 0.4195, loss_cls: 3.8397, loss: 3.8397, grad_norm: 2.0973 2020-07-24 19:28:16,288 - mmaction - INFO - Epoch [36][2940/3757] lr: 9.096e-02, eta: 3 days, 21:45:56, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.2109, top5_acc: 0.4188, loss_cls: 3.8204, loss: 3.8204, grad_norm: 1.9995 2020-07-24 19:28:27,860 - mmaction - INFO - Epoch [36][2960/3757] lr: 9.096e-02, eta: 3 days, 21:45:21, time: 0.578, data_time: 0.003, memory: 5236, top1_acc: 0.2305, top5_acc: 0.4633, loss_cls: 3.6822, loss: 3.6822, grad_norm: 2.0311 2020-07-24 19:28:39,246 - mmaction - INFO - Epoch [36][2980/3757] lr: 9.096e-02, eta: 3 days, 21:44:42, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2266, top5_acc: 0.4484, loss_cls: 3.7242, loss: 3.7242, grad_norm: 2.0789 2020-07-24 19:28:50,664 - mmaction - INFO - Epoch [36][3000/3757] lr: 9.096e-02, eta: 3 days, 21:44:04, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.2016, top5_acc: 0.4430, loss_cls: 3.7401, loss: 3.7401, grad_norm: 2.0818 2020-07-24 19:29:02,046 - mmaction - INFO - Epoch [36][3020/3757] lr: 9.096e-02, eta: 3 days, 21:43:25, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.1922, top5_acc: 0.4391, loss_cls: 3.7804, loss: 3.7804, grad_norm: 2.0668 2020-07-24 19:29:13,398 - mmaction - INFO - Epoch [36][3040/3757] lr: 9.096e-02, eta: 3 days, 21:42:45, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2117, top5_acc: 0.4422, loss_cls: 3.8095, loss: 3.8095, grad_norm: 2.0494 2020-07-24 19:29:24,776 - mmaction - INFO - Epoch [36][3060/3757] lr: 9.096e-02, eta: 3 days, 21:42:06, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.1992, top5_acc: 0.4203, loss_cls: 3.8742, loss: 3.8742, grad_norm: 2.0328 2020-07-24 19:29:36,080 - mmaction - INFO - Epoch [36][3080/3757] lr: 9.096e-02, eta: 3 days, 21:41:25, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.2219, top5_acc: 0.4805, loss_cls: 3.6518, loss: 3.6518, grad_norm: 2.0590 2020-07-24 19:29:47,520 - mmaction - INFO - Epoch [36][3100/3757] lr: 9.096e-02, eta: 3 days, 21:40:47, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.1938, top5_acc: 0.4352, loss_cls: 3.8576, loss: 3.8576, grad_norm: 2.1286 2020-07-24 19:29:58,884 - mmaction - INFO - Epoch [36][3120/3757] lr: 9.096e-02, eta: 3 days, 21:40:08, time: 0.568, data_time: 0.002, memory: 5236, top1_acc: 0.2039, top5_acc: 0.4289, loss_cls: 3.8589, loss: 3.8589, grad_norm: 2.0318 2020-07-24 19:30:10,282 - mmaction - INFO - Epoch [36][3140/3757] lr: 9.096e-02, eta: 3 days, 21:39:29, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2102, top5_acc: 0.4383, loss_cls: 3.7883, loss: 3.7883, grad_norm: 2.0371 2020-07-24 19:30:21,751 - mmaction - INFO - Epoch [36][3160/3757] lr: 9.096e-02, eta: 3 days, 21:38:53, time: 0.575, data_time: 0.004, memory: 5236, top1_acc: 0.2227, top5_acc: 0.4414, loss_cls: 3.7511, loss: 3.7511, grad_norm: 2.0105 2020-07-24 19:30:33,155 - mmaction - INFO - Epoch [36][3180/3757] lr: 9.096e-02, eta: 3 days, 21:38:14, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2016, top5_acc: 0.4313, loss_cls: 3.7756, loss: 3.7756, grad_norm: 2.0302 2020-07-24 19:30:44,499 - mmaction - INFO - Epoch [36][3200/3757] lr: 9.096e-02, eta: 3 days, 21:37:35, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.1930, top5_acc: 0.4375, loss_cls: 3.8213, loss: 3.8213, grad_norm: 2.0914 2020-07-24 19:30:55,869 - mmaction - INFO - Epoch [36][3220/3757] lr: 9.096e-02, eta: 3 days, 21:36:56, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2258, top5_acc: 0.4586, loss_cls: 3.7562, loss: 3.7562, grad_norm: 2.0600 2020-07-24 19:31:07,295 - mmaction - INFO - Epoch [36][3240/3757] lr: 9.096e-02, eta: 3 days, 21:36:18, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2156, top5_acc: 0.4250, loss_cls: 3.8099, loss: 3.8099, grad_norm: 2.0894 2020-07-24 19:31:18,736 - mmaction - INFO - Epoch [36][3260/3757] lr: 9.096e-02, eta: 3 days, 21:35:41, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.2289, top5_acc: 0.4688, loss_cls: 3.6910, loss: 3.6910, grad_norm: 2.0477 2020-07-24 19:31:30,116 - mmaction - INFO - Epoch [36][3280/3757] lr: 9.096e-02, eta: 3 days, 21:35:03, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2258, top5_acc: 0.4586, loss_cls: 3.7443, loss: 3.7443, grad_norm: 2.0337 2020-07-24 19:31:41,466 - mmaction - INFO - Epoch [36][3300/3757] lr: 9.096e-02, eta: 3 days, 21:34:23, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.1977, top5_acc: 0.4281, loss_cls: 3.8432, loss: 3.8432, grad_norm: 2.0706 2020-07-24 19:31:52,878 - mmaction - INFO - Epoch [36][3320/3757] lr: 9.096e-02, eta: 3 days, 21:33:46, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2008, top5_acc: 0.4414, loss_cls: 3.7773, loss: 3.7773, grad_norm: 2.0024 2020-07-24 19:32:04,227 - mmaction - INFO - Epoch [36][3340/3757] lr: 9.096e-02, eta: 3 days, 21:33:06, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2109, top5_acc: 0.4203, loss_cls: 3.8116, loss: 3.8116, grad_norm: 2.0612 2020-07-24 19:32:15,554 - mmaction - INFO - Epoch [36][3360/3757] lr: 9.096e-02, eta: 3 days, 21:32:27, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2031, top5_acc: 0.4359, loss_cls: 3.7723, loss: 3.7723, grad_norm: 2.0341 2020-07-24 19:32:26,994 - mmaction - INFO - Epoch [36][3380/3757] lr: 9.096e-02, eta: 3 days, 21:31:50, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.2164, top5_acc: 0.4445, loss_cls: 3.8014, loss: 3.8014, grad_norm: 2.1085 2020-07-24 19:32:38,396 - mmaction - INFO - Epoch [36][3400/3757] lr: 9.096e-02, eta: 3 days, 21:31:12, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2008, top5_acc: 0.4328, loss_cls: 3.8570, loss: 3.8570, grad_norm: 2.0843 2020-07-24 19:32:49,875 - mmaction - INFO - Epoch [36][3420/3757] lr: 9.096e-02, eta: 3 days, 21:30:37, time: 0.575, data_time: 0.003, memory: 5236, top1_acc: 0.2133, top5_acc: 0.4445, loss_cls: 3.8356, loss: 3.8356, grad_norm: 2.0111 2020-07-24 19:33:01,282 - mmaction - INFO - Epoch [36][3440/3757] lr: 9.096e-02, eta: 3 days, 21:29:59, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2117, top5_acc: 0.4469, loss_cls: 3.7511, loss: 3.7511, grad_norm: 2.0075 2020-07-24 19:33:12,607 - mmaction - INFO - Epoch [36][3460/3757] lr: 9.096e-02, eta: 3 days, 21:29:19, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2156, top5_acc: 0.4633, loss_cls: 3.7198, loss: 3.7198, grad_norm: 2.0529 2020-07-24 19:33:24,025 - mmaction - INFO - Epoch [36][3480/3757] lr: 9.096e-02, eta: 3 days, 21:28:42, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.1992, top5_acc: 0.4188, loss_cls: 3.8705, loss: 3.8705, grad_norm: 2.0032 2020-07-24 19:33:35,394 - mmaction - INFO - Epoch [36][3500/3757] lr: 9.096e-02, eta: 3 days, 21:28:04, time: 0.568, data_time: 0.002, memory: 5236, top1_acc: 0.2188, top5_acc: 0.4461, loss_cls: 3.7731, loss: 3.7731, grad_norm: 1.9766 2020-07-24 19:33:46,821 - mmaction - INFO - Epoch [36][3520/3757] lr: 9.096e-02, eta: 3 days, 21:27:27, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.1930, top5_acc: 0.4258, loss_cls: 3.8017, loss: 3.8017, grad_norm: 2.0800 2020-07-24 19:33:58,181 - mmaction - INFO - Epoch [36][3540/3757] lr: 9.096e-02, eta: 3 days, 21:26:49, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.1891, top5_acc: 0.4102, loss_cls: 3.8901, loss: 3.8901, grad_norm: 2.0229 2020-07-24 19:34:09,609 - mmaction - INFO - Epoch [36][3560/3757] lr: 9.096e-02, eta: 3 days, 21:26:12, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2094, top5_acc: 0.4578, loss_cls: 3.7636, loss: 3.7636, grad_norm: 1.9991 2020-07-24 19:34:20,937 - mmaction - INFO - Epoch [36][3580/3757] lr: 9.096e-02, eta: 3 days, 21:25:33, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.1961, top5_acc: 0.4367, loss_cls: 3.8292, loss: 3.8292, grad_norm: 2.0354 2020-07-24 19:34:32,361 - mmaction - INFO - Epoch [36][3600/3757] lr: 9.096e-02, eta: 3 days, 21:24:56, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.1875, top5_acc: 0.4320, loss_cls: 3.7820, loss: 3.7820, grad_norm: 2.0261 2020-07-24 19:34:43,743 - mmaction - INFO - Epoch [36][3620/3757] lr: 9.096e-02, eta: 3 days, 21:24:18, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2133, top5_acc: 0.4531, loss_cls: 3.7450, loss: 3.7450, grad_norm: 2.0731 2020-07-24 19:34:55,143 - mmaction - INFO - Epoch [36][3640/3757] lr: 9.096e-02, eta: 3 days, 21:23:41, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2039, top5_acc: 0.4391, loss_cls: 3.7690, loss: 3.7690, grad_norm: 2.0288 2020-07-24 19:35:06,603 - mmaction - INFO - Epoch [36][3660/3757] lr: 9.096e-02, eta: 3 days, 21:23:05, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.2086, top5_acc: 0.4375, loss_cls: 3.7742, loss: 3.7742, grad_norm: 1.9842 2020-07-24 19:35:18,024 - mmaction - INFO - Epoch [36][3680/3757] lr: 9.096e-02, eta: 3 days, 21:22:29, time: 0.571, data_time: 0.004, memory: 5236, top1_acc: 0.2078, top5_acc: 0.4430, loss_cls: 3.8291, loss: 3.8291, grad_norm: 2.0119 2020-07-24 19:35:29,397 - mmaction - INFO - Epoch [36][3700/3757] lr: 9.096e-02, eta: 3 days, 21:21:51, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2250, top5_acc: 0.4547, loss_cls: 3.7283, loss: 3.7283, grad_norm: 2.0169 2020-07-24 19:35:40,795 - mmaction - INFO - Epoch [36][3720/3757] lr: 9.096e-02, eta: 3 days, 21:21:14, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2016, top5_acc: 0.4383, loss_cls: 3.8360, loss: 3.8360, grad_norm: 2.1247 2020-07-24 19:35:52,189 - mmaction - INFO - Epoch [36][3740/3757] lr: 9.096e-02, eta: 3 days, 21:20:37, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.1969, top5_acc: 0.4141, loss_cls: 3.8315, loss: 3.8315, grad_norm: 1.9905 2020-07-24 19:38:54,399 - mmaction - INFO - Epoch [37][20/3757] lr: 9.045e-02, eta: 3 days, 22:17:40, time: 8.336, data_time: 7.653, memory: 5236, top1_acc: 0.2148, top5_acc: 0.4484, loss_cls: 3.7055, loss: 3.7055, grad_norm: 1.9654 2020-07-24 19:39:05,679 - mmaction - INFO - Epoch [37][40/3757] lr: 9.045e-02, eta: 3 days, 22:16:57, time: 0.564, data_time: 0.002, memory: 5236, top1_acc: 0.2320, top5_acc: 0.4625, loss_cls: 3.7267, loss: 3.7267, grad_norm: 2.0893 2020-07-24 19:39:17,065 - mmaction - INFO - Epoch [37][60/3757] lr: 9.045e-02, eta: 3 days, 22:16:17, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2266, top5_acc: 0.4578, loss_cls: 3.6472, loss: 3.6472, grad_norm: 2.0515 2020-07-24 19:39:28,317 - mmaction - INFO - Epoch [37][80/3757] lr: 9.045e-02, eta: 3 days, 22:15:33, time: 0.562, data_time: 0.003, memory: 5236, top1_acc: 0.2039, top5_acc: 0.4484, loss_cls: 3.7540, loss: 3.7540, grad_norm: 2.0647 2020-07-24 19:39:39,639 - mmaction - INFO - Epoch [37][100/3757] lr: 9.045e-02, eta: 3 days, 22:14:51, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.1961, top5_acc: 0.4305, loss_cls: 3.8007, loss: 3.8007, grad_norm: 1.9942 2020-07-24 19:39:50,950 - mmaction - INFO - Epoch [37][120/3757] lr: 9.045e-02, eta: 3 days, 22:14:09, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.2016, top5_acc: 0.4477, loss_cls: 3.8361, loss: 3.8361, grad_norm: 2.0336 2020-07-24 19:40:02,242 - mmaction - INFO - Epoch [37][140/3757] lr: 9.045e-02, eta: 3 days, 22:13:27, time: 0.564, data_time: 0.003, memory: 5236, top1_acc: 0.2133, top5_acc: 0.4531, loss_cls: 3.7421, loss: 3.7421, grad_norm: 2.0338 2020-07-24 19:40:13,623 - mmaction - INFO - Epoch [37][160/3757] lr: 9.045e-02, eta: 3 days, 22:12:47, time: 0.569, data_time: 0.001, memory: 5236, top1_acc: 0.2219, top5_acc: 0.4477, loss_cls: 3.7402, loss: 3.7402, grad_norm: 2.0391 2020-07-24 19:40:24,898 - mmaction - INFO - Epoch [37][180/3757] lr: 9.045e-02, eta: 3 days, 22:12:04, time: 0.564, data_time: 0.003, memory: 5236, top1_acc: 0.1930, top5_acc: 0.4320, loss_cls: 3.8328, loss: 3.8328, grad_norm: 2.0771 2020-07-24 19:40:36,151 - mmaction - INFO - Epoch [37][200/3757] lr: 9.045e-02, eta: 3 days, 22:11:21, time: 0.563, data_time: 0.003, memory: 5236, top1_acc: 0.2062, top5_acc: 0.4344, loss_cls: 3.7726, loss: 3.7726, grad_norm: 2.0982 2020-07-24 19:40:47,630 - mmaction - INFO - Epoch [37][220/3757] lr: 9.045e-02, eta: 3 days, 22:10:43, time: 0.574, data_time: 0.003, memory: 5236, top1_acc: 0.2234, top5_acc: 0.4594, loss_cls: 3.7077, loss: 3.7077, grad_norm: 2.0345 2020-07-24 19:40:59,002 - mmaction - INFO - Epoch [37][240/3757] lr: 9.045e-02, eta: 3 days, 22:10:03, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2086, top5_acc: 0.4500, loss_cls: 3.7615, loss: 3.7615, grad_norm: 2.0983 2020-07-24 19:41:10,416 - mmaction - INFO - Epoch [37][260/3757] lr: 9.045e-02, eta: 3 days, 22:09:24, time: 0.571, data_time: 0.002, memory: 5236, top1_acc: 0.2305, top5_acc: 0.4641, loss_cls: 3.6823, loss: 3.6823, grad_norm: 2.0381 2020-07-24 19:41:21,767 - mmaction - INFO - Epoch [37][280/3757] lr: 9.045e-02, eta: 3 days, 22:08:43, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2336, top5_acc: 0.4578, loss_cls: 3.7121, loss: 3.7121, grad_norm: 2.1143 2020-07-24 19:41:33,077 - mmaction - INFO - Epoch [37][300/3757] lr: 9.045e-02, eta: 3 days, 22:08:01, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.2148, top5_acc: 0.4359, loss_cls: 3.7924, loss: 3.7924, grad_norm: 2.1127 2020-07-24 19:41:44,410 - mmaction - INFO - Epoch [37][320/3757] lr: 9.045e-02, eta: 3 days, 22:07:21, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2273, top5_acc: 0.4727, loss_cls: 3.6892, loss: 3.6892, grad_norm: 2.0512 2020-07-24 19:41:55,740 - mmaction - INFO - Epoch [37][340/3757] lr: 9.045e-02, eta: 3 days, 22:06:39, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2219, top5_acc: 0.4703, loss_cls: 3.6280, loss: 3.6280, grad_norm: 2.0412 2020-07-24 19:42:07,086 - mmaction - INFO - Epoch [37][360/3757] lr: 9.045e-02, eta: 3 days, 22:05:59, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2281, top5_acc: 0.4508, loss_cls: 3.6981, loss: 3.6981, grad_norm: 2.0794 2020-07-24 19:42:18,477 - mmaction - INFO - Epoch [37][380/3757] lr: 9.045e-02, eta: 3 days, 22:05:20, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.1992, top5_acc: 0.4437, loss_cls: 3.8014, loss: 3.8014, grad_norm: 2.1539 2020-07-24 19:42:29,789 - mmaction - INFO - Epoch [37][400/3757] lr: 9.045e-02, eta: 3 days, 22:04:38, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.1953, top5_acc: 0.4336, loss_cls: 3.8496, loss: 3.8496, grad_norm: 2.0667 2020-07-24 19:42:41,152 - mmaction - INFO - Epoch [37][420/3757] lr: 9.045e-02, eta: 3 days, 22:03:58, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.1969, top5_acc: 0.4469, loss_cls: 3.7806, loss: 3.7806, grad_norm: 1.9978 2020-07-24 19:42:52,448 - mmaction - INFO - Epoch [37][440/3757] lr: 9.045e-02, eta: 3 days, 22:03:17, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.2172, top5_acc: 0.4617, loss_cls: 3.7434, loss: 3.7434, grad_norm: 2.0883 2020-07-24 19:43:03,693 - mmaction - INFO - Epoch [37][460/3757] lr: 9.045e-02, eta: 3 days, 22:02:34, time: 0.563, data_time: 0.003, memory: 5236, top1_acc: 0.2328, top5_acc: 0.4477, loss_cls: 3.7995, loss: 3.7995, grad_norm: 2.0445 2020-07-24 19:43:15,088 - mmaction - INFO - Epoch [37][480/3757] lr: 9.045e-02, eta: 3 days, 22:01:55, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2094, top5_acc: 0.4266, loss_cls: 3.8151, loss: 3.8151, grad_norm: 2.0519 2020-07-24 19:43:26,419 - mmaction - INFO - Epoch [37][500/3757] lr: 9.045e-02, eta: 3 days, 22:01:14, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2062, top5_acc: 0.4352, loss_cls: 3.7970, loss: 3.7970, grad_norm: 2.0498 2020-07-24 19:43:37,698 - mmaction - INFO - Epoch [37][520/3757] lr: 9.045e-02, eta: 3 days, 22:00:33, time: 0.564, data_time: 0.003, memory: 5236, top1_acc: 0.2148, top5_acc: 0.4508, loss_cls: 3.7721, loss: 3.7721, grad_norm: 2.0402 2020-07-24 19:43:49,054 - mmaction - INFO - Epoch [37][540/3757] lr: 9.045e-02, eta: 3 days, 21:59:53, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2016, top5_acc: 0.4195, loss_cls: 3.8418, loss: 3.8418, grad_norm: 2.0441 2020-07-24 19:44:00,382 - mmaction - INFO - Epoch [37][560/3757] lr: 9.045e-02, eta: 3 days, 21:59:12, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2070, top5_acc: 0.4273, loss_cls: 3.8122, loss: 3.8122, grad_norm: 2.0155 2020-07-24 19:44:11,754 - mmaction - INFO - Epoch [37][580/3757] lr: 9.045e-02, eta: 3 days, 21:58:33, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2141, top5_acc: 0.4383, loss_cls: 3.7677, loss: 3.7677, grad_norm: 2.0278 2020-07-24 19:44:23,074 - mmaction - INFO - Epoch [37][600/3757] lr: 9.045e-02, eta: 3 days, 21:57:52, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2180, top5_acc: 0.4523, loss_cls: 3.7079, loss: 3.7079, grad_norm: 2.0991 2020-07-24 19:44:34,442 - mmaction - INFO - Epoch [37][620/3757] lr: 9.045e-02, eta: 3 days, 21:57:13, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2117, top5_acc: 0.4578, loss_cls: 3.7870, loss: 3.7870, grad_norm: 2.0546 2020-07-24 19:44:45,784 - mmaction - INFO - Epoch [37][640/3757] lr: 9.045e-02, eta: 3 days, 21:56:33, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2273, top5_acc: 0.4469, loss_cls: 3.7363, loss: 3.7363, grad_norm: 1.9846 2020-07-24 19:44:57,096 - mmaction - INFO - Epoch [37][660/3757] lr: 9.045e-02, eta: 3 days, 21:55:52, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.2258, top5_acc: 0.4484, loss_cls: 3.6646, loss: 3.6646, grad_norm: 2.0321 2020-07-24 19:45:08,420 - mmaction - INFO - Epoch [37][680/3757] lr: 9.045e-02, eta: 3 days, 21:55:12, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2031, top5_acc: 0.4336, loss_cls: 3.8011, loss: 3.8011, grad_norm: 2.1343 2020-07-24 19:45:19,727 - mmaction - INFO - Epoch [37][700/3757] lr: 9.045e-02, eta: 3 days, 21:54:32, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.2180, top5_acc: 0.4562, loss_cls: 3.7537, loss: 3.7537, grad_norm: 2.0471 2020-07-24 19:45:31,074 - mmaction - INFO - Epoch [37][720/3757] lr: 9.045e-02, eta: 3 days, 21:53:52, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2273, top5_acc: 0.4477, loss_cls: 3.7369, loss: 3.7369, grad_norm: 2.0985 2020-07-24 19:45:42,385 - mmaction - INFO - Epoch [37][740/3757] lr: 9.045e-02, eta: 3 days, 21:53:12, time: 0.565, data_time: 0.002, memory: 5236, top1_acc: 0.2180, top5_acc: 0.4461, loss_cls: 3.7383, loss: 3.7383, grad_norm: 2.0632 2020-07-24 19:45:53,819 - mmaction - INFO - Epoch [37][760/3757] lr: 9.045e-02, eta: 3 days, 21:52:34, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.2055, top5_acc: 0.4289, loss_cls: 3.8049, loss: 3.8049, grad_norm: 2.0610 2020-07-24 19:46:05,084 - mmaction - INFO - Epoch [37][780/3757] lr: 9.045e-02, eta: 3 days, 21:51:53, time: 0.564, data_time: 0.002, memory: 5236, top1_acc: 0.2297, top5_acc: 0.4539, loss_cls: 3.7088, loss: 3.7088, grad_norm: 2.0292 2020-07-24 19:46:16,441 - mmaction - INFO - Epoch [37][800/3757] lr: 9.045e-02, eta: 3 days, 21:51:14, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2133, top5_acc: 0.4555, loss_cls: 3.6733, loss: 3.6733, grad_norm: 2.0154 2020-07-24 19:46:27,754 - mmaction - INFO - Epoch [37][820/3757] lr: 9.045e-02, eta: 3 days, 21:50:34, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2195, top5_acc: 0.4648, loss_cls: 3.6710, loss: 3.6710, grad_norm: 2.0748 2020-07-24 19:46:39,092 - mmaction - INFO - Epoch [37][840/3757] lr: 9.045e-02, eta: 3 days, 21:49:54, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2047, top5_acc: 0.4352, loss_cls: 3.7512, loss: 3.7512, grad_norm: 2.0841 2020-07-24 19:46:50,557 - mmaction - INFO - Epoch [37][860/3757] lr: 9.045e-02, eta: 3 days, 21:49:17, time: 0.573, data_time: 0.003, memory: 5236, top1_acc: 0.2086, top5_acc: 0.4375, loss_cls: 3.8354, loss: 3.8354, grad_norm: 2.1045 2020-07-24 19:47:01,887 - mmaction - INFO - Epoch [37][880/3757] lr: 9.045e-02, eta: 3 days, 21:48:38, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2242, top5_acc: 0.4547, loss_cls: 3.7247, loss: 3.7247, grad_norm: 2.0330 2020-07-24 19:47:13,287 - mmaction - INFO - Epoch [37][900/3757] lr: 9.045e-02, eta: 3 days, 21:47:59, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2266, top5_acc: 0.4648, loss_cls: 3.6412, loss: 3.6412, grad_norm: 2.0446 2020-07-24 19:47:24,761 - mmaction - INFO - Epoch [37][920/3757] lr: 9.045e-02, eta: 3 days, 21:47:23, time: 0.574, data_time: 0.004, memory: 5236, top1_acc: 0.2117, top5_acc: 0.4359, loss_cls: 3.8296, loss: 3.8296, grad_norm: 2.0885 2020-07-24 19:47:36,183 - mmaction - INFO - Epoch [37][940/3757] lr: 9.045e-02, eta: 3 days, 21:46:46, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2195, top5_acc: 0.4516, loss_cls: 3.7378, loss: 3.7378, grad_norm: 2.1036 2020-07-24 19:47:47,590 - mmaction - INFO - Epoch [37][960/3757] lr: 9.045e-02, eta: 3 days, 21:46:08, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2094, top5_acc: 0.4305, loss_cls: 3.8120, loss: 3.8120, grad_norm: 2.1233 2020-07-24 19:47:58,983 - mmaction - INFO - Epoch [37][980/3757] lr: 9.045e-02, eta: 3 days, 21:45:30, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2062, top5_acc: 0.4391, loss_cls: 3.7798, loss: 3.7798, grad_norm: 2.0397 2020-07-24 19:48:10,290 - mmaction - INFO - Epoch [37][1000/3757] lr: 9.045e-02, eta: 3 days, 21:44:51, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.1984, top5_acc: 0.4375, loss_cls: 3.8477, loss: 3.8477, grad_norm: 2.1215 2020-07-24 19:48:21,772 - mmaction - INFO - Epoch [37][1020/3757] lr: 9.045e-02, eta: 3 days, 21:44:15, time: 0.574, data_time: 0.003, memory: 5236, top1_acc: 0.1922, top5_acc: 0.4258, loss_cls: 3.8742, loss: 3.8742, grad_norm: 2.0826 2020-07-24 19:48:33,153 - mmaction - INFO - Epoch [37][1040/3757] lr: 9.045e-02, eta: 3 days, 21:43:37, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.1930, top5_acc: 0.4188, loss_cls: 3.8967, loss: 3.8967, grad_norm: 1.9992 2020-07-24 19:48:44,483 - mmaction - INFO - Epoch [37][1060/3757] lr: 9.045e-02, eta: 3 days, 21:42:58, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2000, top5_acc: 0.4164, loss_cls: 3.8252, loss: 3.8252, grad_norm: 2.0365 2020-07-24 19:48:55,798 - mmaction - INFO - Epoch [37][1080/3757] lr: 9.045e-02, eta: 3 days, 21:42:18, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2156, top5_acc: 0.4531, loss_cls: 3.7184, loss: 3.7184, grad_norm: 2.0289 2020-07-24 19:49:07,135 - mmaction - INFO - Epoch [37][1100/3757] lr: 9.045e-02, eta: 3 days, 21:41:39, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2141, top5_acc: 0.4453, loss_cls: 3.7348, loss: 3.7348, grad_norm: 2.0890 2020-07-24 19:49:18,554 - mmaction - INFO - Epoch [37][1120/3757] lr: 9.045e-02, eta: 3 days, 21:41:02, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.1883, top5_acc: 0.4211, loss_cls: 3.8914, loss: 3.8914, grad_norm: 2.0206 2020-07-24 19:49:29,909 - mmaction - INFO - Epoch [37][1140/3757] lr: 9.045e-02, eta: 3 days, 21:40:23, time: 0.568, data_time: 0.004, memory: 5236, top1_acc: 0.2211, top5_acc: 0.4328, loss_cls: 3.7790, loss: 3.7790, grad_norm: 2.0682 2020-07-24 19:49:41,321 - mmaction - INFO - Epoch [37][1160/3757] lr: 9.045e-02, eta: 3 days, 21:39:46, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2188, top5_acc: 0.4406, loss_cls: 3.7632, loss: 3.7632, grad_norm: 2.1166 2020-07-24 19:49:52,664 - mmaction - INFO - Epoch [37][1180/3757] lr: 9.045e-02, eta: 3 days, 21:39:08, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2102, top5_acc: 0.4211, loss_cls: 3.8744, loss: 3.8744, grad_norm: 2.1224 2020-07-24 19:50:03,992 - mmaction - INFO - Epoch [37][1200/3757] lr: 9.045e-02, eta: 3 days, 21:38:29, time: 0.567, data_time: 0.002, memory: 5236, top1_acc: 0.2008, top5_acc: 0.4313, loss_cls: 3.7966, loss: 3.7966, grad_norm: 2.0737 2020-07-24 19:50:15,476 - mmaction - INFO - Epoch [37][1220/3757] lr: 9.045e-02, eta: 3 days, 21:37:53, time: 0.574, data_time: 0.003, memory: 5236, top1_acc: 0.1969, top5_acc: 0.4367, loss_cls: 3.7849, loss: 3.7849, grad_norm: 2.0789 2020-07-24 19:50:26,754 - mmaction - INFO - Epoch [37][1240/3757] lr: 9.045e-02, eta: 3 days, 21:37:14, time: 0.564, data_time: 0.003, memory: 5236, top1_acc: 0.1938, top5_acc: 0.4578, loss_cls: 3.7506, loss: 3.7506, grad_norm: 2.1270 2020-07-24 19:50:38,141 - mmaction - INFO - Epoch [37][1260/3757] lr: 9.045e-02, eta: 3 days, 21:36:36, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2227, top5_acc: 0.4664, loss_cls: 3.6323, loss: 3.6323, grad_norm: 2.1302 2020-07-24 19:50:49,487 - mmaction - INFO - Epoch [37][1280/3757] lr: 9.045e-02, eta: 3 days, 21:35:58, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2289, top5_acc: 0.4555, loss_cls: 3.7038, loss: 3.7038, grad_norm: 2.0530 2020-07-24 19:51:00,890 - mmaction - INFO - Epoch [37][1300/3757] lr: 9.045e-02, eta: 3 days, 21:35:21, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.1977, top5_acc: 0.4562, loss_cls: 3.7632, loss: 3.7632, grad_norm: 2.1063 2020-07-24 19:51:12,219 - mmaction - INFO - Epoch [37][1320/3757] lr: 9.045e-02, eta: 3 days, 21:34:42, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2078, top5_acc: 0.4367, loss_cls: 3.8199, loss: 3.8199, grad_norm: 2.0573 2020-07-24 19:51:23,530 - mmaction - INFO - Epoch [37][1340/3757] lr: 9.045e-02, eta: 3 days, 21:34:03, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2141, top5_acc: 0.4445, loss_cls: 3.7893, loss: 3.7893, grad_norm: 2.1136 2020-07-24 19:51:34,888 - mmaction - INFO - Epoch [37][1360/3757] lr: 9.045e-02, eta: 3 days, 21:33:25, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2133, top5_acc: 0.4617, loss_cls: 3.6918, loss: 3.6918, grad_norm: 2.0168 2020-07-24 19:51:46,268 - mmaction - INFO - Epoch [37][1380/3757] lr: 9.045e-02, eta: 3 days, 21:32:48, time: 0.570, data_time: 0.004, memory: 5236, top1_acc: 0.2023, top5_acc: 0.4656, loss_cls: 3.7190, loss: 3.7190, grad_norm: 2.0943 2020-07-24 19:51:57,724 - mmaction - INFO - Epoch [37][1400/3757] lr: 9.045e-02, eta: 3 days, 21:32:12, time: 0.573, data_time: 0.003, memory: 5236, top1_acc: 0.2094, top5_acc: 0.4297, loss_cls: 3.8515, loss: 3.8515, grad_norm: 2.0605 2020-07-24 19:52:09,130 - mmaction - INFO - Epoch [37][1420/3757] lr: 9.045e-02, eta: 3 days, 21:31:35, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2109, top5_acc: 0.4633, loss_cls: 3.7138, loss: 3.7138, grad_norm: 2.0381 2020-07-24 19:52:20,617 - mmaction - INFO - Epoch [37][1440/3757] lr: 9.045e-02, eta: 3 days, 21:31:01, time: 0.574, data_time: 0.003, memory: 5236, top1_acc: 0.2172, top5_acc: 0.4602, loss_cls: 3.7464, loss: 3.7464, grad_norm: 2.0907 2020-07-24 19:52:31,997 - mmaction - INFO - Epoch [37][1460/3757] lr: 9.045e-02, eta: 3 days, 21:30:23, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2289, top5_acc: 0.4430, loss_cls: 3.7083, loss: 3.7083, grad_norm: 2.0919 2020-07-24 19:52:43,344 - mmaction - INFO - Epoch [37][1480/3757] lr: 9.045e-02, eta: 3 days, 21:29:45, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2125, top5_acc: 0.4437, loss_cls: 3.7486, loss: 3.7486, grad_norm: 2.0954 2020-07-24 19:52:54,693 - mmaction - INFO - Epoch [37][1500/3757] lr: 9.045e-02, eta: 3 days, 21:29:07, time: 0.567, data_time: 0.004, memory: 5236, top1_acc: 0.2125, top5_acc: 0.4398, loss_cls: 3.7868, loss: 3.7868, grad_norm: 2.0823 2020-07-24 19:53:06,085 - mmaction - INFO - Epoch [37][1520/3757] lr: 9.045e-02, eta: 3 days, 21:28:31, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2133, top5_acc: 0.4266, loss_cls: 3.8050, loss: 3.8050, grad_norm: 2.0838 2020-07-24 19:53:17,501 - mmaction - INFO - Epoch [37][1540/3757] lr: 9.045e-02, eta: 3 days, 21:27:55, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2172, top5_acc: 0.4555, loss_cls: 3.7292, loss: 3.7292, grad_norm: 1.9998 2020-07-24 19:53:28,911 - mmaction - INFO - Epoch [37][1560/3757] lr: 9.045e-02, eta: 3 days, 21:27:18, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2148, top5_acc: 0.4406, loss_cls: 3.7937, loss: 3.7937, grad_norm: 2.0789 2020-07-24 19:53:40,213 - mmaction - INFO - Epoch [37][1580/3757] lr: 9.045e-02, eta: 3 days, 21:26:40, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.2273, top5_acc: 0.4617, loss_cls: 3.6502, loss: 3.6502, grad_norm: 2.0587 2020-07-24 19:53:51,583 - mmaction - INFO - Epoch [37][1600/3757] lr: 9.045e-02, eta: 3 days, 21:26:03, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.1875, top5_acc: 0.4242, loss_cls: 3.9034, loss: 3.9034, grad_norm: 2.0306 2020-07-24 19:54:03,020 - mmaction - INFO - Epoch [37][1620/3757] lr: 9.045e-02, eta: 3 days, 21:25:27, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.2258, top5_acc: 0.4539, loss_cls: 3.7782, loss: 3.7782, grad_norm: 2.0517 2020-07-24 19:54:14,340 - mmaction - INFO - Epoch [37][1640/3757] lr: 9.045e-02, eta: 3 days, 21:24:49, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2391, top5_acc: 0.4562, loss_cls: 3.6780, loss: 3.6780, grad_norm: 2.0079 2020-07-24 19:54:25,657 - mmaction - INFO - Epoch [37][1660/3757] lr: 9.045e-02, eta: 3 days, 21:24:11, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2164, top5_acc: 0.4281, loss_cls: 3.7992, loss: 3.7992, grad_norm: 2.0407 2020-07-24 19:54:37,024 - mmaction - INFO - Epoch [37][1680/3757] lr: 9.045e-02, eta: 3 days, 21:23:34, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2117, top5_acc: 0.4305, loss_cls: 3.7974, loss: 3.7974, grad_norm: 2.0456 2020-07-24 19:54:48,354 - mmaction - INFO - Epoch [37][1700/3757] lr: 9.045e-02, eta: 3 days, 21:22:56, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2188, top5_acc: 0.4461, loss_cls: 3.7494, loss: 3.7494, grad_norm: 2.0792 2020-07-24 19:54:59,678 - mmaction - INFO - Epoch [37][1720/3757] lr: 9.045e-02, eta: 3 days, 21:22:18, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.2008, top5_acc: 0.4469, loss_cls: 3.7863, loss: 3.7863, grad_norm: 2.0706 2020-07-24 19:55:10,949 - mmaction - INFO - Epoch [37][1740/3757] lr: 9.045e-02, eta: 3 days, 21:21:39, time: 0.564, data_time: 0.003, memory: 5236, top1_acc: 0.2141, top5_acc: 0.4500, loss_cls: 3.7232, loss: 3.7232, grad_norm: 2.0016 2020-07-24 19:55:22,375 - mmaction - INFO - Epoch [37][1760/3757] lr: 9.045e-02, eta: 3 days, 21:21:03, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2273, top5_acc: 0.4758, loss_cls: 3.6150, loss: 3.6150, grad_norm: 2.0135 2020-07-24 19:55:33,867 - mmaction - INFO - Epoch [37][1780/3757] lr: 9.045e-02, eta: 3 days, 21:20:30, time: 0.575, data_time: 0.003, memory: 5236, top1_acc: 0.2086, top5_acc: 0.4414, loss_cls: 3.7666, loss: 3.7666, grad_norm: 2.0987 2020-07-24 19:55:45,243 - mmaction - INFO - Epoch [37][1800/3757] lr: 9.045e-02, eta: 3 days, 21:19:53, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2227, top5_acc: 0.4648, loss_cls: 3.7230, loss: 3.7230, grad_norm: 2.0412 2020-07-24 19:55:56,672 - mmaction - INFO - Epoch [37][1820/3757] lr: 9.045e-02, eta: 3 days, 21:19:18, time: 0.571, data_time: 0.002, memory: 5236, top1_acc: 0.2039, top5_acc: 0.4383, loss_cls: 3.8393, loss: 3.8393, grad_norm: 2.0287 2020-07-24 19:56:08,052 - mmaction - INFO - Epoch [37][1840/3757] lr: 9.045e-02, eta: 3 days, 21:18:41, time: 0.569, data_time: 0.002, memory: 5236, top1_acc: 0.2133, top5_acc: 0.4547, loss_cls: 3.7022, loss: 3.7022, grad_norm: 2.0347 2020-07-24 19:56:19,390 - mmaction - INFO - Epoch [37][1860/3757] lr: 9.045e-02, eta: 3 days, 21:18:04, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2266, top5_acc: 0.4406, loss_cls: 3.7147, loss: 3.7147, grad_norm: 2.0325 2020-07-24 19:56:30,751 - mmaction - INFO - Epoch [37][1880/3757] lr: 9.045e-02, eta: 3 days, 21:17:27, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2172, top5_acc: 0.4562, loss_cls: 3.7429, loss: 3.7429, grad_norm: 2.0328 2020-07-24 19:56:42,120 - mmaction - INFO - Epoch [37][1900/3757] lr: 9.045e-02, eta: 3 days, 21:16:51, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2078, top5_acc: 0.4625, loss_cls: 3.7411, loss: 3.7411, grad_norm: 2.0556 2020-07-24 19:56:53,506 - mmaction - INFO - Epoch [37][1920/3757] lr: 9.045e-02, eta: 3 days, 21:16:15, time: 0.569, data_time: 0.002, memory: 5236, top1_acc: 0.2289, top5_acc: 0.4445, loss_cls: 3.6983, loss: 3.6983, grad_norm: 2.0437 2020-07-24 19:57:04,950 - mmaction - INFO - Epoch [37][1940/3757] lr: 9.045e-02, eta: 3 days, 21:15:40, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.2125, top5_acc: 0.4367, loss_cls: 3.7771, loss: 3.7771, grad_norm: 2.0783 2020-07-24 19:57:16,350 - mmaction - INFO - Epoch [37][1960/3757] lr: 9.045e-02, eta: 3 days, 21:15:04, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2102, top5_acc: 0.4070, loss_cls: 3.9221, loss: 3.9221, grad_norm: 2.0639 2020-07-24 19:57:27,747 - mmaction - INFO - Epoch [37][1980/3757] lr: 9.045e-02, eta: 3 days, 21:14:29, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2086, top5_acc: 0.4367, loss_cls: 3.7810, loss: 3.7810, grad_norm: 2.0571 2020-07-24 19:57:39,182 - mmaction - INFO - Epoch [37][2000/3757] lr: 9.045e-02, eta: 3 days, 21:13:53, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.2078, top5_acc: 0.4562, loss_cls: 3.7920, loss: 3.7920, grad_norm: 2.1026 2020-07-24 19:57:50,622 - mmaction - INFO - Epoch [37][2020/3757] lr: 9.045e-02, eta: 3 days, 21:13:19, time: 0.573, data_time: 0.003, memory: 5236, top1_acc: 0.1992, top5_acc: 0.4336, loss_cls: 3.7786, loss: 3.7786, grad_norm: 2.0365 2020-07-24 19:58:02,055 - mmaction - INFO - Epoch [37][2040/3757] lr: 9.045e-02, eta: 3 days, 21:12:44, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.2008, top5_acc: 0.4188, loss_cls: 3.8484, loss: 3.8484, grad_norm: 2.0154 2020-07-24 19:58:13,489 - mmaction - INFO - Epoch [37][2060/3757] lr: 9.045e-02, eta: 3 days, 21:12:09, time: 0.571, data_time: 0.002, memory: 5236, top1_acc: 0.2195, top5_acc: 0.4437, loss_cls: 3.7501, loss: 3.7501, grad_norm: 2.0449 2020-07-24 19:58:24,922 - mmaction - INFO - Epoch [37][2080/3757] lr: 9.045e-02, eta: 3 days, 21:11:35, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.2156, top5_acc: 0.4523, loss_cls: 3.7446, loss: 3.7446, grad_norm: 2.1034 2020-07-24 19:58:36,338 - mmaction - INFO - Epoch [37][2100/3757] lr: 9.045e-02, eta: 3 days, 21:11:00, time: 0.571, data_time: 0.003, memory: 5236, top1_acc: 0.1852, top5_acc: 0.4297, loss_cls: 3.8442, loss: 3.8442, grad_norm: 2.0507 2020-07-24 19:58:47,678 - mmaction - INFO - Epoch [37][2120/3757] lr: 9.045e-02, eta: 3 days, 21:10:23, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2234, top5_acc: 0.4570, loss_cls: 3.6697, loss: 3.6697, grad_norm: 2.0313 2020-07-24 19:58:59,014 - mmaction - INFO - Epoch [37][2140/3757] lr: 9.045e-02, eta: 3 days, 21:09:46, time: 0.567, data_time: 0.003, memory: 5236, top1_acc: 0.2195, top5_acc: 0.4492, loss_cls: 3.7204, loss: 3.7204, grad_norm: 2.0788 2020-07-24 19:59:10,405 - mmaction - INFO - Epoch [37][2160/3757] lr: 9.045e-02, eta: 3 days, 21:09:11, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.1969, top5_acc: 0.4328, loss_cls: 3.8559, loss: 3.8559, grad_norm: 2.0736 2020-07-24 19:59:21,798 - mmaction - INFO - Epoch [37][2180/3757] lr: 9.045e-02, eta: 3 days, 21:08:35, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2086, top5_acc: 0.4453, loss_cls: 3.7854, loss: 3.7854, grad_norm: 2.0887 2020-07-24 19:59:33,102 - mmaction - INFO - Epoch [37][2200/3757] lr: 9.045e-02, eta: 3 days, 21:07:58, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2414, top5_acc: 0.4719, loss_cls: 3.7110, loss: 3.7110, grad_norm: 2.0533 2020-07-24 19:59:44,541 - mmaction - INFO - Epoch [37][2220/3757] lr: 9.045e-02, eta: 3 days, 21:07:24, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.1969, top5_acc: 0.4141, loss_cls: 3.8683, loss: 3.8683, grad_norm: 2.1363 2020-07-24 19:59:55,988 - mmaction - INFO - Epoch [37][2240/3757] lr: 9.045e-02, eta: 3 days, 21:06:50, time: 0.572, data_time: 0.003, memory: 5236, top1_acc: 0.2164, top5_acc: 0.4500, loss_cls: 3.7532, loss: 3.7532, grad_norm: 1.9919 2020-07-24 20:00:12,844 - mmaction - INFO - Epoch [37][2260/3757] lr: 9.045e-02, eta: 3 days, 21:08:10, time: 0.835, data_time: 0.003, memory: 5236, top1_acc: 0.2289, top5_acc: 0.4813, loss_cls: 3.5862, loss: 3.5862, grad_norm: 2.0521 2020-07-24 20:00:24,329 - mmaction - INFO - Epoch [37][2280/3757] lr: 9.045e-02, eta: 3 days, 21:07:40, time: 0.582, data_time: 0.011, memory: 5236, top1_acc: 0.2148, top5_acc: 0.4336, loss_cls: 3.7238, loss: 3.7238, grad_norm: 2.0831 2020-07-24 20:00:35,718 - mmaction - INFO - Epoch [37][2300/3757] lr: 9.045e-02, eta: 3 days, 21:07:04, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2000, top5_acc: 0.4383, loss_cls: 3.8086, loss: 3.8086, grad_norm: 2.0265 2020-07-24 20:00:47,026 - mmaction - INFO - Epoch [37][2320/3757] lr: 9.045e-02, eta: 3 days, 21:06:27, time: 0.565, data_time: 0.003, memory: 5236, top1_acc: 0.2125, top5_acc: 0.4453, loss_cls: 3.7982, loss: 3.7982, grad_norm: 2.0240 2020-07-24 20:00:58,267 - mmaction - INFO - Epoch [37][2340/3757] lr: 9.045e-02, eta: 3 days, 21:05:48, time: 0.562, data_time: 0.002, memory: 5236, top1_acc: 0.2297, top5_acc: 0.4562, loss_cls: 3.7259, loss: 3.7259, grad_norm: 2.0322 2020-07-24 20:01:09,539 - mmaction - INFO - Epoch [37][2360/3757] lr: 9.045e-02, eta: 3 days, 21:05:11, time: 0.564, data_time: 0.003, memory: 5236, top1_acc: 0.2188, top5_acc: 0.4609, loss_cls: 3.7418, loss: 3.7418, grad_norm: 2.0423 2020-07-24 20:01:20,862 - mmaction - INFO - Epoch [37][2380/3757] lr: 9.045e-02, eta: 3 days, 21:04:34, time: 0.566, data_time: 0.002, memory: 5236, top1_acc: 0.1891, top5_acc: 0.4180, loss_cls: 3.8563, loss: 3.8563, grad_norm: 2.0845 2020-07-24 20:01:32,210 - mmaction - INFO - Epoch [37][2400/3757] lr: 9.045e-02, eta: 3 days, 21:03:58, time: 0.567, data_time: 0.002, memory: 5236, top1_acc: 0.1992, top5_acc: 0.4328, loss_cls: 3.7850, loss: 3.7850, grad_norm: 2.0363 2020-07-24 20:01:43,515 - mmaction - INFO - Epoch [37][2420/3757] lr: 9.045e-02, eta: 3 days, 21:03:21, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2234, top5_acc: 0.4391, loss_cls: 3.7545, loss: 3.7545, grad_norm: 2.0265 2020-07-24 20:01:54,847 - mmaction - INFO - Epoch [37][2440/3757] lr: 9.045e-02, eta: 3 days, 21:02:45, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2313, top5_acc: 0.4383, loss_cls: 3.7532, loss: 3.7532, grad_norm: 1.9508 2020-07-24 20:02:06,220 - mmaction - INFO - Epoch [37][2460/3757] lr: 9.045e-02, eta: 3 days, 21:02:09, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2203, top5_acc: 0.4719, loss_cls: 3.7029, loss: 3.7029, grad_norm: 2.0199 2020-07-24 20:02:17,629 - mmaction - INFO - Epoch [37][2480/3757] lr: 9.045e-02, eta: 3 days, 21:01:35, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2156, top5_acc: 0.4500, loss_cls: 3.8017, loss: 3.8017, grad_norm: 2.0640 2020-07-24 20:02:28,999 - mmaction - INFO - Epoch [37][2500/3757] lr: 9.045e-02, eta: 3 days, 21:00:59, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.2125, top5_acc: 0.4523, loss_cls: 3.7221, loss: 3.7221, grad_norm: 2.0343 2020-07-24 20:02:40,313 - mmaction - INFO - Epoch [37][2520/3757] lr: 9.045e-02, eta: 3 days, 21:00:23, time: 0.566, data_time: 0.003, memory: 5236, top1_acc: 0.2141, top5_acc: 0.4555, loss_cls: 3.7345, loss: 3.7345, grad_norm: 2.1081 2020-07-24 20:02:51,668 - mmaction - INFO - Epoch [37][2540/3757] lr: 9.045e-02, eta: 3 days, 20:59:47, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2047, top5_acc: 0.4289, loss_cls: 3.7611, loss: 3.7611, grad_norm: 2.0691 2020-07-24 20:03:02,957 - mmaction - INFO - Epoch [37][2560/3757] lr: 9.045e-02, eta: 3 days, 20:59:10, time: 0.564, data_time: 0.003, memory: 5236, top1_acc: 0.1930, top5_acc: 0.4234, loss_cls: 3.8530, loss: 3.8530, grad_norm: 2.0888 2020-07-24 20:03:14,413 - mmaction - INFO - Epoch [37][2580/3757] lr: 9.045e-02, eta: 3 days, 20:58:37, time: 0.573, data_time: 0.003, memory: 5236, top1_acc: 0.2062, top5_acc: 0.4406, loss_cls: 3.8117, loss: 3.8117, grad_norm: 2.0294 2020-07-24 20:03:25,897 - mmaction - INFO - Epoch [37][2600/3757] lr: 9.045e-02, eta: 3 days, 20:58:04, time: 0.574, data_time: 0.003, memory: 5236, top1_acc: 0.2047, top5_acc: 0.4141, loss_cls: 3.8716, loss: 3.8716, grad_norm: 1.9880 2020-07-24 20:03:37,179 - mmaction - INFO - Epoch [37][2620/3757] lr: 9.045e-02, eta: 3 days, 20:57:27, time: 0.564, data_time: 0.003, memory: 5236, top1_acc: 0.2188, top5_acc: 0.4461, loss_cls: 3.7460, loss: 3.7460, grad_norm: 1.9452 2020-07-24 20:03:48,577 - mmaction - INFO - Epoch [37][2640/3757] lr: 9.045e-02, eta: 3 days, 20:56:52, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2195, top5_acc: 0.4477, loss_cls: 3.7200, loss: 3.7200, grad_norm: 2.0232 2020-07-24 20:03:59,927 - mmaction - INFO - Epoch [37][2660/3757] lr: 9.045e-02, eta: 3 days, 20:56:17, time: 0.568, data_time: 0.003, memory: 5236, top1_acc: 0.2000, top5_acc: 0.4117, loss_cls: 3.8492, loss: 3.8492, grad_norm: 2.0332 2020-07-24 20:04:11,312 - mmaction - INFO - Epoch [37][2680/3757] lr: 9.045e-02, eta: 3 days, 20:55:42, time: 0.569, data_time: 0.003, memory: 5236, top1_acc: 0.1969, top5_acc: 0.4422, loss_cls: 3.8195, loss: 3.8195, grad_norm: 2.0456 2020-07-24 20:04:22,706 - mmaction - INFO - Epoch [37][2700/3757] lr: 9.045e-02, eta: 3 days, 20:55:08, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2102, top5_acc: 0.4492, loss_cls: 3.7665, loss: 3.7665, grad_norm: 2.0161 2020-07-24 20:04:34,117 - mmaction - INFO - Epoch [37][2720/3757] lr: 9.045e-02, eta: 3 days, 20:54:33, time: 0.570, data_time: 0.003, memory: 5236, top1_acc: 0.2070, top5_acc: 0.4578, loss_cls: 3.8137, loss: 3.8137, grad_norm: 2.0362 2020-07-24 20:04:45,434 - mmaction - INFO - Epoch [37][2740/3757] lr: 9.045e-02, eta: 3 days, 20:53:58, time: 0.567, data_time: 0.004, memory: 5236, top1_acc: 0.2203, top5_acc: 0.4391, loss_cls: 3.7426, loss: 3.7426, grad_norm: 2.0343 2020-07-24 20:14:00,133 - 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 20:14:00,133 - mmaction - INFO - Distributed training: True 2020-07-24 20:14:00,133 - mmaction - INFO - Config: /mnt/lustre/xusu/refactor/retest_video_ckpts/mmaction2/configs/recognition/r2plus1d/r2plus1d_r34_video_8x8x1_180e_kinetics400_rgb.py # model settings model = dict( type='Recognizer3D', backbone=dict( type='ResNet2Plus1d', depth=34, pretrained=None, pretrained2d=False, norm_eval=False, conv_cfg=dict(type='Conv2plus1d'), norm_cfg=dict(type='SyncBN', requires_grad=True, eps=1e-3), act_cfg=dict(type='ReLU'), conv1_kernel=(3, 7, 7), conv1_stride_t=1, pool1_stride_t=1, inflate=(1, 1, 1, 1), spatial_strides=(1, 2, 2, 2), temporal_strides=(1, 2, 2, 2), zero_init_residual=False), cls_head=dict( type='I3DHead', num_classes=400, in_channels=512, spatial_type='avg', dropout_ratio=0.5, init_std=0.01)) # model training and testing settings train_cfg = None test_cfg = dict(average_clips=None) # dataset settings 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=8, frame_interval=8, 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=8, frame_interval=8, 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'), dict( type='SampleFrames', clip_len=8, frame_interval=8, 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_mode=True), test=dict( type=dataset_type, ann_file=ann_file_val, data_prefix=data_root_val, pipeline=test_pipeline, test_mode=True)) # 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 = 180 checkpoint_config = dict(interval=5) 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'), ]) # runtime settings dist_params = dict(backend='nccl') log_level = 'INFO' work_dir = './work_dirs/r2plus1d_r34_video_3d_8x8x1_180e_kinetics400_rgb/' load_from = None resume_from = None workflow = [('train', 1)] find_unused_parameters = False 2020-07-24 20:14:14,999 - mmaction - INFO - load checkpoint from work_dirs/r2plus1d_r34_video_8x8x1_180e_kinetics400_rgb/latest.pth 2020-07-24 20:14:18,229 - mmaction - INFO - resumed epoch 35, iter 131495 2020-07-24 20:14:18,230 - mmaction - INFO - Start running, host: xusu@SH-IDC1-10-5-37-38, work_dir: /mnt/lustre/xusu/refactor/retest_video_ckpts/mmaction2/work_dirs/r2plus1d_r34_video_8x8x1_180e_kinetics400_rgb 2020-07-24 20:14:18,231 - mmaction - INFO - workflow: [('train', 1)], max: 180 epochs 2020-07-24 20:17:04,646 - mmaction - INFO - Epoch [36][20/3757] lr: 9.096e-02, eta: 52 days, 10:55:59, time: 8.320, data_time: 7.512, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4758, loss_cls: 3.6531, loss: 3.6531, grad_norm: 2.0540 2020-07-24 20:17:15,945 - mmaction - INFO - Epoch [36][40/3757] lr: 9.096e-02, eta: 28 days, 0:10:40, time: 0.565, data_time: 0.002, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4578, loss_cls: 3.7151, loss: 3.7151, grad_norm: 2.0840 2020-07-24 20:17:27,279 - mmaction - INFO - Epoch [36][60/3757] lr: 9.096e-02, eta: 19 days, 20:41:37, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4266, loss_cls: 3.7852, loss: 3.7852, grad_norm: 2.0496 2020-07-24 20:17:38,582 - mmaction - INFO - Epoch [36][80/3757] lr: 9.096e-02, eta: 15 days, 18:53:36, time: 0.565, data_time: 0.002, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4555, loss_cls: 3.7554, loss: 3.7554, grad_norm: 2.0599 2020-07-24 20:17:50,020 - mmaction - INFO - Epoch [36][100/3757] lr: 9.096e-02, eta: 13 days, 8:24:30, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2047, top5_acc: 0.4273, loss_cls: 3.8359, loss: 3.8359, grad_norm: 2.0444 2020-07-24 20:18:01,492 - mmaction - INFO - Epoch [36][120/3757] lr: 9.096e-02, eta: 11 days, 17:27:39, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.1961, top5_acc: 0.4445, loss_cls: 3.7757, loss: 3.7757, grad_norm: 2.0560 2020-07-24 20:18:12,920 - mmaction - INFO - Epoch [36][140/3757] lr: 9.096e-02, eta: 10 days, 13:35:21, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4406, loss_cls: 3.7715, loss: 3.7715, grad_norm: 2.0023 2020-07-24 20:18:24,302 - mmaction - INFO - Epoch [36][160/3757] lr: 9.096e-02, eta: 9 days, 16:38:57, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4484, loss_cls: 3.7813, loss: 3.7813, grad_norm: 2.0080 2020-07-24 20:18:35,774 - mmaction - INFO - Epoch [36][180/3757] lr: 9.096e-02, eta: 9 days, 0:25:31, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4492, loss_cls: 3.7395, loss: 3.7395, grad_norm: 2.0547 2020-07-24 20:18:47,236 - mmaction - INFO - Epoch [36][200/3757] lr: 9.096e-02, eta: 8 days, 11:26:50, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2055, top5_acc: 0.4383, loss_cls: 3.7742, loss: 3.7742, grad_norm: 2.0681 2020-07-24 20:18:58,649 - mmaction - INFO - Epoch [36][220/3757] lr: 9.096e-02, eta: 8 days, 0:47:19, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.1992, top5_acc: 0.4172, loss_cls: 3.8934, loss: 3.8934, grad_norm: 2.0517 2020-07-24 20:19:09,987 - mmaction - INFO - Epoch [36][240/3757] lr: 9.096e-02, eta: 7 days, 15:52:06, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4313, loss_cls: 3.7749, loss: 3.7749, grad_norm: 1.9861 2020-07-24 20:19:21,333 - mmaction - INFO - Epoch [36][260/3757] lr: 9.096e-02, eta: 7 days, 8:18:13, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2086, top5_acc: 0.4305, loss_cls: 3.7799, loss: 3.7799, grad_norm: 1.9927 2020-07-24 20:19:32,746 - mmaction - INFO - Epoch [36][280/3757] lr: 9.096e-02, eta: 7 days, 1:52:42, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2047, top5_acc: 0.4633, loss_cls: 3.6980, loss: 3.6980, grad_norm: 2.0201 2020-07-24 20:19:44,104 - mmaction - INFO - Epoch [36][300/3757] lr: 9.096e-02, eta: 6 days, 20:16:14, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2008, top5_acc: 0.4398, loss_cls: 3.7964, loss: 3.7964, grad_norm: 2.0190 2020-07-24 20:19:55,494 - mmaction - INFO - Epoch [36][320/3757] lr: 9.096e-02, eta: 6 days, 15:23:15, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4750, loss_cls: 3.6533, loss: 3.6533, grad_norm: 1.9528 2020-07-24 20:20:06,718 - mmaction - INFO - Epoch [36][340/3757] lr: 9.096e-02, eta: 6 days, 10:59:56, time: 0.561, data_time: 0.002, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4508, loss_cls: 3.7356, loss: 3.7356, grad_norm: 2.0597 2020-07-24 20:20:18,098 - mmaction - INFO - Epoch [36][360/3757] lr: 9.096e-02, eta: 6 days, 7:09:27, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2062, top5_acc: 0.4352, loss_cls: 3.7900, loss: 3.7900, grad_norm: 2.0692 2020-07-24 20:20:29,431 - mmaction - INFO - Epoch [36][380/3757] lr: 9.096e-02, eta: 6 days, 3:42:33, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2023, top5_acc: 0.4234, loss_cls: 3.8231, loss: 3.8231, grad_norm: 2.0407 2020-07-24 20:20:40,771 - mmaction - INFO - Epoch [36][400/3757] lr: 9.096e-02, eta: 6 days, 0:36:15, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4484, loss_cls: 3.7858, loss: 3.7858, grad_norm: 2.0650 2020-07-24 20:20:52,240 - mmaction - INFO - Epoch [36][420/3757] lr: 9.096e-02, eta: 5 days, 21:50:31, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4414, loss_cls: 3.7468, loss: 3.7468, grad_norm: 2.0942 2020-07-24 20:21:03,512 - mmaction - INFO - Epoch [36][440/3757] lr: 9.096e-02, eta: 5 days, 19:15:52, time: 0.564, data_time: 0.001, memory: 5232, top1_acc: 0.2102, top5_acc: 0.4383, loss_cls: 3.7643, loss: 3.7643, grad_norm: 2.0190 2020-07-24 20:21:15,033 - mmaction - INFO - Epoch [36][460/3757] lr: 9.096e-02, eta: 5 days, 16:59:30, time: 0.576, data_time: 0.015, memory: 5232, top1_acc: 0.2094, top5_acc: 0.4516, loss_cls: 3.7191, loss: 3.7191, grad_norm: 2.0340 2020-07-24 20:21:26,422 - mmaction - INFO - Epoch [36][480/3757] lr: 9.096e-02, eta: 5 days, 14:51:53, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.1984, top5_acc: 0.4258, loss_cls: 3.8302, loss: 3.8302, grad_norm: 2.0678 2020-07-24 20:21:37,775 - mmaction - INFO - Epoch [36][500/3757] lr: 9.096e-02, eta: 5 days, 12:53:56, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2047, top5_acc: 0.4180, loss_cls: 3.8006, loss: 3.8006, grad_norm: 2.0507 2020-07-24 20:21:49,116 - mmaction - INFO - Epoch [36][520/3757] lr: 9.096e-02, eta: 5 days, 11:04:50, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.1992, top5_acc: 0.4297, loss_cls: 3.7819, loss: 3.7819, grad_norm: 2.0576 2020-07-24 20:22:00,550 - mmaction - INFO - Epoch [36][540/3757] lr: 9.096e-02, eta: 5 days, 9:25:13, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4430, loss_cls: 3.7603, loss: 3.7603, grad_norm: 2.0701 2020-07-24 20:22:11,872 - mmaction - INFO - Epoch [36][560/3757] lr: 9.096e-02, eta: 5 days, 7:51:04, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.1984, top5_acc: 0.4391, loss_cls: 3.8322, loss: 3.8322, grad_norm: 2.0351 2020-07-24 20:22:23,269 - mmaction - INFO - Epoch [36][580/3757] lr: 9.096e-02, eta: 5 days, 6:24:24, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2102, top5_acc: 0.4539, loss_cls: 3.7427, loss: 3.7427, grad_norm: 2.0905 2020-07-24 20:22:34,722 - mmaction - INFO - Epoch [36][600/3757] lr: 9.096e-02, eta: 5 days, 5:04:29, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4570, loss_cls: 3.7036, loss: 3.7036, grad_norm: 2.0595 2020-07-24 20:22:46,212 - mmaction - INFO - Epoch [36][620/3757] lr: 9.096e-02, eta: 5 days, 3:50:03, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4414, loss_cls: 3.7394, loss: 3.7394, grad_norm: 2.0842 2020-07-24 20:22:57,667 - mmaction - INFO - Epoch [36][640/3757] lr: 9.096e-02, eta: 5 days, 2:40:01, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2062, top5_acc: 0.4141, loss_cls: 3.8169, loss: 3.8169, grad_norm: 2.0823 2020-07-24 20:23:09,043 - mmaction - INFO - Epoch [36][660/3757] lr: 9.096e-02, eta: 5 days, 1:33:07, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2078, top5_acc: 0.4391, loss_cls: 3.7743, loss: 3.7743, grad_norm: 2.0459 2020-07-24 20:23:20,586 - mmaction - INFO - Epoch [36][680/3757] lr: 9.096e-02, eta: 5 days, 0:32:13, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4461, loss_cls: 3.7401, loss: 3.7401, grad_norm: 2.0942 2020-07-24 20:23:31,912 - mmaction - INFO - Epoch [36][700/3757] lr: 9.096e-02, eta: 4 days, 23:32:00, time: 0.566, data_time: 0.001, memory: 5232, top1_acc: 0.2102, top5_acc: 0.4523, loss_cls: 3.7129, loss: 3.7129, grad_norm: 2.0771 2020-07-24 20:23:43,273 - mmaction - INFO - Epoch [36][720/3757] lr: 9.096e-02, eta: 4 days, 22:35:42, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2000, top5_acc: 0.4109, loss_cls: 3.9147, loss: 3.9147, grad_norm: 2.0859 2020-07-24 20:23:54,712 - mmaction - INFO - Epoch [36][740/3757] lr: 9.096e-02, eta: 4 days, 21:43:09, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2086, top5_acc: 0.4625, loss_cls: 3.7482, loss: 3.7482, grad_norm: 1.9877 2020-07-24 20:24:06,182 - mmaction - INFO - Epoch [36][760/3757] lr: 9.096e-02, eta: 4 days, 20:53:59, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4609, loss_cls: 3.7841, loss: 3.7841, grad_norm: 2.0535 2020-07-24 20:24:17,662 - mmaction - INFO - Epoch [36][780/3757] lr: 9.096e-02, eta: 4 days, 20:07:21, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.1953, top5_acc: 0.4328, loss_cls: 3.8793, loss: 3.8793, grad_norm: 2.0868 2020-07-24 20:24:29,094 - mmaction - INFO - Epoch [36][800/3757] lr: 9.096e-02, eta: 4 days, 19:22:28, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2102, top5_acc: 0.4359, loss_cls: 3.7641, loss: 3.7641, grad_norm: 1.9525 2020-07-24 20:24:40,579 - mmaction - INFO - Epoch [36][820/3757] lr: 9.096e-02, eta: 4 days, 18:40:19, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2102, top5_acc: 0.4297, loss_cls: 3.8452, loss: 3.8452, grad_norm: 2.0182 2020-07-24 20:24:52,049 - mmaction - INFO - Epoch [36][840/3757] lr: 9.096e-02, eta: 4 days, 18:00:03, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4375, loss_cls: 3.7322, loss: 3.7322, grad_norm: 2.0106 2020-07-24 20:25:03,350 - mmaction - INFO - Epoch [36][860/3757] lr: 9.096e-02, eta: 4 days, 17:19:48, time: 0.565, data_time: 0.002, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4242, loss_cls: 3.8389, loss: 3.8389, grad_norm: 2.1023 2020-07-24 20:25:14,803 - mmaction - INFO - Epoch [36][880/3757] lr: 9.096e-02, eta: 4 days, 16:43:04, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2000, top5_acc: 0.4391, loss_cls: 3.8221, loss: 3.8221, grad_norm: 2.0455 2020-07-24 20:25:26,243 - mmaction - INFO - Epoch [36][900/3757] lr: 9.096e-02, eta: 4 days, 16:07:44, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.1984, top5_acc: 0.4352, loss_cls: 3.8742, loss: 3.8742, grad_norm: 2.0968 2020-07-24 20:25:37,604 - mmaction - INFO - Epoch [36][920/3757] lr: 9.096e-02, eta: 4 days, 15:33:09, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4625, loss_cls: 3.7102, loss: 3.7102, grad_norm: 2.0538 2020-07-24 20:25:49,101 - mmaction - INFO - Epoch [36][940/3757] lr: 9.096e-02, eta: 4 days, 15:01:17, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4602, loss_cls: 3.7256, loss: 3.7256, grad_norm: 2.1518 2020-07-24 20:26:00,373 - mmaction - INFO - Epoch [36][960/3757] lr: 9.096e-02, eta: 4 days, 14:28:46, time: 0.564, data_time: 0.002, memory: 5232, top1_acc: 0.1898, top5_acc: 0.4219, loss_cls: 3.8089, loss: 3.8089, grad_norm: 2.0759 2020-07-24 20:26:11,717 - mmaction - INFO - Epoch [36][980/3757] lr: 9.096e-02, eta: 4 days, 13:58:09, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2078, top5_acc: 0.4602, loss_cls: 3.7414, loss: 3.7414, grad_norm: 1.9949 2020-07-24 20:26:23,179 - mmaction - INFO - Epoch [36][1000/3757] lr: 9.096e-02, eta: 4 days, 13:29:50, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.1977, top5_acc: 0.4305, loss_cls: 3.7976, loss: 3.7976, grad_norm: 2.0391 2020-07-24 20:26:34,572 - mmaction - INFO - Epoch [36][1020/3757] lr: 9.096e-02, eta: 4 days, 13:01:58, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4609, loss_cls: 3.6708, loss: 3.6708, grad_norm: 2.0542 2020-07-24 20:26:45,967 - mmaction - INFO - Epoch [36][1040/3757] lr: 9.096e-02, eta: 4 days, 12:35:10, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.1961, top5_acc: 0.4164, loss_cls: 3.8551, loss: 3.8551, grad_norm: 2.0492 2020-07-24 20:26:57,375 - mmaction - INFO - Epoch [36][1060/3757] lr: 9.096e-02, eta: 4 days, 12:09:33, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4656, loss_cls: 3.7053, loss: 3.7053, grad_norm: 2.0206 2020-07-24 20:27:08,691 - mmaction - INFO - Epoch [36][1080/3757] lr: 9.096e-02, eta: 4 days, 11:44:09, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2062, top5_acc: 0.4453, loss_cls: 3.7697, loss: 3.7697, grad_norm: 2.0680 2020-07-24 20:27:20,008 - mmaction - INFO - Epoch [36][1100/3757] lr: 9.096e-02, eta: 4 days, 11:19:32, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2016, top5_acc: 0.4383, loss_cls: 3.7850, loss: 3.7850, grad_norm: 2.0454 2020-07-24 20:27:31,379 - mmaction - INFO - Epoch [36][1120/3757] lr: 9.096e-02, eta: 4 days, 10:56:18, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2047, top5_acc: 0.4437, loss_cls: 3.8388, loss: 3.8388, grad_norm: 2.0615 2020-07-24 20:27:42,827 - mmaction - INFO - Epoch [36][1140/3757] lr: 9.096e-02, eta: 4 days, 10:34:29, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2008, top5_acc: 0.4266, loss_cls: 3.8959, loss: 3.8959, grad_norm: 2.0750 2020-07-24 20:27:54,224 - mmaction - INFO - Epoch [36][1160/3757] lr: 9.096e-02, eta: 4 days, 10:13:03, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4703, loss_cls: 3.7149, loss: 3.7149, grad_norm: 2.0760 2020-07-24 20:28:05,695 - mmaction - INFO - Epoch [36][1180/3757] lr: 9.096e-02, eta: 4 days, 9:52:47, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2102, top5_acc: 0.4234, loss_cls: 3.8330, loss: 3.8330, grad_norm: 2.0733 2020-07-24 20:28:17,231 - mmaction - INFO - Epoch [36][1200/3757] lr: 9.096e-02, eta: 4 days, 9:33:50, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2070, top5_acc: 0.4508, loss_cls: 3.7308, loss: 3.7308, grad_norm: 2.1110 2020-07-24 20:28:28,625 - mmaction - INFO - Epoch [36][1220/3757] lr: 9.096e-02, eta: 4 days, 9:14:18, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.1781, top5_acc: 0.4094, loss_cls: 3.8940, loss: 3.8940, grad_norm: 2.0413 2020-07-24 20:28:39,980 - mmaction - INFO - Epoch [36][1240/3757] lr: 9.096e-02, eta: 4 days, 8:55:15, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4437, loss_cls: 3.7301, loss: 3.7301, grad_norm: 2.0578 2020-07-24 20:28:51,400 - mmaction - INFO - Epoch [36][1260/3757] lr: 9.096e-02, eta: 4 days, 8:37:13, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.1969, top5_acc: 0.4469, loss_cls: 3.7921, loss: 3.7921, grad_norm: 2.0748 2020-07-24 20:29:02,828 - mmaction - INFO - Epoch [36][1280/3757] lr: 9.096e-02, eta: 4 days, 8:19:44, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4609, loss_cls: 3.7377, loss: 3.7377, grad_norm: 2.0428 2020-07-24 20:29:14,171 - mmaction - INFO - Epoch [36][1300/3757] lr: 9.096e-02, eta: 4 days, 8:02:17, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2086, top5_acc: 0.4391, loss_cls: 3.8064, loss: 3.8064, grad_norm: 2.0331 2020-07-24 20:29:25,495 - mmaction - INFO - Epoch [36][1320/3757] lr: 9.096e-02, eta: 4 days, 7:45:13, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4570, loss_cls: 3.7107, loss: 3.7107, grad_norm: 2.0236 2020-07-24 20:29:36,885 - mmaction - INFO - Epoch [36][1340/3757] lr: 9.096e-02, eta: 4 days, 7:29:02, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4500, loss_cls: 3.7044, loss: 3.7044, grad_norm: 2.0768 2020-07-24 20:29:48,333 - mmaction - INFO - Epoch [36][1360/3757] lr: 9.096e-02, eta: 4 days, 7:13:43, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4414, loss_cls: 3.7943, loss: 3.7943, grad_norm: 2.0607 2020-07-24 20:29:59,782 - mmaction - INFO - Epoch [36][1380/3757] lr: 9.096e-02, eta: 4 days, 6:58:47, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2070, top5_acc: 0.4461, loss_cls: 3.7844, loss: 3.7844, grad_norm: 1.9892 2020-07-24 20:30:11,184 - mmaction - INFO - Epoch [36][1400/3757] lr: 9.096e-02, eta: 4 days, 6:44:09, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.1852, top5_acc: 0.4195, loss_cls: 3.8654, loss: 3.8654, grad_norm: 2.0187 2020-07-24 20:30:22,667 - mmaction - INFO - Epoch [36][1420/3757] lr: 9.096e-02, eta: 4 days, 6:30:17, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4313, loss_cls: 3.8053, loss: 3.8053, grad_norm: 2.0352 2020-07-24 20:30:34,021 - mmaction - INFO - Epoch [36][1440/3757] lr: 9.096e-02, eta: 4 days, 6:16:05, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2062, top5_acc: 0.4313, loss_cls: 3.7971, loss: 3.7971, grad_norm: 2.1215 2020-07-24 20:30:45,384 - mmaction - INFO - Epoch [36][1460/3757] lr: 9.096e-02, eta: 4 days, 6:02:13, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2055, top5_acc: 0.4203, loss_cls: 3.8402, loss: 3.8402, grad_norm: 2.0882 2020-07-24 20:30:56,789 - mmaction - INFO - Epoch [36][1480/3757] lr: 9.096e-02, eta: 4 days, 5:49:04, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4492, loss_cls: 3.7612, loss: 3.7612, grad_norm: 1.9606 2020-07-24 20:31:08,227 - mmaction - INFO - Epoch [36][1500/3757] lr: 9.096e-02, eta: 4 days, 5:36:23, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.1984, top5_acc: 0.4492, loss_cls: 3.7153, loss: 3.7153, grad_norm: 1.9986 2020-07-24 20:31:19,790 - mmaction - INFO - Epoch [36][1520/3757] lr: 9.096e-02, eta: 4 days, 5:24:53, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4711, loss_cls: 3.6839, loss: 3.6839, grad_norm: 2.0625 2020-07-24 20:31:31,253 - mmaction - INFO - Epoch [36][1540/3757] lr: 9.096e-02, eta: 4 days, 5:13:01, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2078, top5_acc: 0.4641, loss_cls: 3.6844, loss: 3.6844, grad_norm: 2.1270 2020-07-24 20:31:42,632 - mmaction - INFO - Epoch [36][1560/3757] lr: 9.096e-02, eta: 4 days, 5:00:57, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.1992, top5_acc: 0.4320, loss_cls: 3.8939, loss: 3.8939, grad_norm: 2.1119 2020-07-24 20:31:54,150 - mmaction - INFO - Epoch [36][1580/3757] lr: 9.096e-02, eta: 4 days, 4:50:02, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4508, loss_cls: 3.7081, loss: 3.7081, grad_norm: 1.9735 2020-07-24 20:32:05,682 - mmaction - INFO - Epoch [36][1600/3757] lr: 9.096e-02, eta: 4 days, 4:39:28, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2094, top5_acc: 0.4367, loss_cls: 3.7777, loss: 3.7777, grad_norm: 2.0710 2020-07-24 20:32:17,161 - mmaction - INFO - Epoch [36][1620/3757] lr: 9.096e-02, eta: 4 days, 4:28:44, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4422, loss_cls: 3.7403, loss: 3.7403, grad_norm: 2.0291 2020-07-24 20:32:28,527 - mmaction - INFO - Epoch [36][1640/3757] lr: 9.096e-02, eta: 4 days, 4:17:46, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4797, loss_cls: 3.6515, loss: 3.6515, grad_norm: 2.0072 2020-07-24 20:32:39,946 - mmaction - INFO - Epoch [36][1660/3757] lr: 9.096e-02, eta: 4 days, 4:07:16, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2016, top5_acc: 0.4313, loss_cls: 3.8211, loss: 3.8211, grad_norm: 2.0869 2020-07-24 20:32:51,441 - mmaction - INFO - Epoch [36][1680/3757] lr: 9.096e-02, eta: 4 days, 3:57:33, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4539, loss_cls: 3.7372, loss: 3.7372, grad_norm: 2.1058 2020-07-24 20:33:02,895 - mmaction - INFO - Epoch [36][1700/3757] lr: 9.096e-02, eta: 4 days, 3:47:39, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4508, loss_cls: 3.7501, loss: 3.7501, grad_norm: 2.0525 2020-07-24 20:33:14,404 - mmaction - INFO - Epoch [36][1720/3757] lr: 9.096e-02, eta: 4 days, 3:38:26, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2039, top5_acc: 0.4461, loss_cls: 3.8001, loss: 3.8001, grad_norm: 2.0607 2020-07-24 20:33:25,786 - mmaction - INFO - Epoch [36][1740/3757] lr: 9.096e-02, eta: 4 days, 3:28:42, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4391, loss_cls: 3.7538, loss: 3.7538, grad_norm: 2.0816 2020-07-24 20:33:37,149 - mmaction - INFO - Epoch [36][1760/3757] lr: 9.096e-02, eta: 4 days, 3:19:07, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.1852, top5_acc: 0.4227, loss_cls: 3.8966, loss: 3.8966, grad_norm: 2.0792 2020-07-24 20:33:48,575 - mmaction - INFO - Epoch [36][1780/3757] lr: 9.096e-02, eta: 4 days, 3:10:02, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4492, loss_cls: 3.6930, loss: 3.6930, grad_norm: 1.9641 2020-07-24 20:33:59,938 - mmaction - INFO - Epoch [36][1800/3757] lr: 9.096e-02, eta: 4 days, 3:00:49, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4516, loss_cls: 3.7193, loss: 3.7193, grad_norm: 2.0297 2020-07-24 20:34:11,319 - mmaction - INFO - Epoch [36][1820/3757] lr: 9.096e-02, eta: 4 days, 2:51:55, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4641, loss_cls: 3.6763, loss: 3.6763, grad_norm: 2.0781 2020-07-24 20:34:22,760 - mmaction - INFO - Epoch [36][1840/3757] lr: 9.096e-02, eta: 4 days, 2:43:30, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2023, top5_acc: 0.4352, loss_cls: 3.8162, loss: 3.8162, grad_norm: 2.0932 2020-07-24 20:34:34,243 - mmaction - INFO - Epoch [36][1860/3757] lr: 9.096e-02, eta: 4 days, 2:35:26, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4437, loss_cls: 3.7914, loss: 3.7914, grad_norm: 2.1038 2020-07-24 20:34:45,642 - mmaction - INFO - Epoch [36][1880/3757] lr: 9.096e-02, eta: 4 days, 2:27:08, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2047, top5_acc: 0.4398, loss_cls: 3.8455, loss: 3.8455, grad_norm: 2.0577 2020-07-24 20:34:57,039 - mmaction - INFO - Epoch [36][1900/3757] lr: 9.096e-02, eta: 4 days, 2:19:02, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.1938, top5_acc: 0.4445, loss_cls: 3.8278, loss: 3.8278, grad_norm: 2.0439 2020-07-24 20:35:08,412 - mmaction - INFO - Epoch [36][1920/3757] lr: 9.096e-02, eta: 4 days, 2:10:56, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2102, top5_acc: 0.4422, loss_cls: 3.7638, loss: 3.7638, grad_norm: 2.0234 2020-07-24 20:35:19,859 - mmaction - INFO - Epoch [36][1940/3757] lr: 9.096e-02, eta: 4 days, 2:03:21, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4633, loss_cls: 3.6859, loss: 3.6859, grad_norm: 2.0152 2020-07-24 20:35:31,299 - mmaction - INFO - Epoch [36][1960/3757] lr: 9.096e-02, eta: 4 days, 1:55:55, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.1930, top5_acc: 0.4383, loss_cls: 3.8160, loss: 3.8160, grad_norm: 2.0233 2020-07-24 20:35:42,808 - mmaction - INFO - Epoch [36][1980/3757] lr: 9.096e-02, eta: 4 days, 1:48:58, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4609, loss_cls: 3.7235, loss: 3.7235, grad_norm: 2.0112 2020-07-24 20:35:54,304 - mmaction - INFO - Epoch [36][2000/3757] lr: 9.096e-02, eta: 4 days, 1:42:01, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.2000, top5_acc: 0.4531, loss_cls: 3.7331, loss: 3.7331, grad_norm: 2.0511 2020-07-24 20:36:05,631 - mmaction - INFO - Epoch [36][2020/3757] lr: 9.096e-02, eta: 4 days, 1:34:29, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2008, top5_acc: 0.4305, loss_cls: 3.8412, loss: 3.8412, grad_norm: 2.0266 2020-07-24 20:36:17,093 - mmaction - INFO - Epoch [36][2040/3757] lr: 9.096e-02, eta: 4 days, 1:27:42, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4477, loss_cls: 3.7478, loss: 3.7478, grad_norm: 1.9955 2020-07-24 20:36:28,428 - mmaction - INFO - Epoch [36][2060/3757] lr: 9.096e-02, eta: 4 days, 1:20:31, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4484, loss_cls: 3.7526, loss: 3.7526, grad_norm: 2.0828 2020-07-24 20:36:39,814 - mmaction - INFO - Epoch [36][2080/3757] lr: 9.096e-02, eta: 4 days, 1:13:39, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.1953, top5_acc: 0.4242, loss_cls: 3.8789, loss: 3.8789, grad_norm: 2.0418 2020-07-24 20:36:51,181 - mmaction - INFO - Epoch [36][2100/3757] lr: 9.096e-02, eta: 4 days, 1:06:50, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.1883, top5_acc: 0.4234, loss_cls: 3.8453, loss: 3.8453, grad_norm: 1.9695 2020-07-24 20:37:02,577 - mmaction - INFO - Epoch [36][2120/3757] lr: 9.096e-02, eta: 4 days, 1:00:15, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4531, loss_cls: 3.7368, loss: 3.7368, grad_norm: 2.0382 2020-07-24 20:37:14,085 - mmaction - INFO - Epoch [36][2140/3757] lr: 9.096e-02, eta: 4 days, 0:54:15, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.1938, top5_acc: 0.4414, loss_cls: 3.8388, loss: 3.8388, grad_norm: 2.0649 2020-07-24 20:37:25,510 - mmaction - INFO - Epoch [36][2160/3757] lr: 9.096e-02, eta: 4 days, 0:48:05, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4578, loss_cls: 3.6983, loss: 3.6983, grad_norm: 2.0525 2020-07-24 20:37:36,869 - mmaction - INFO - Epoch [36][2180/3757] lr: 9.096e-02, eta: 4 days, 0:41:41, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2094, top5_acc: 0.4266, loss_cls: 3.8348, loss: 3.8348, grad_norm: 2.1194 2020-07-24 20:37:48,331 - mmaction - INFO - Epoch [36][2200/3757] lr: 9.096e-02, eta: 4 days, 0:35:52, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4430, loss_cls: 3.7417, loss: 3.7417, grad_norm: 1.9882 2020-07-24 20:37:59,757 - mmaction - INFO - Epoch [36][2220/3757] lr: 9.096e-02, eta: 4 days, 0:29:55, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4539, loss_cls: 3.7374, loss: 3.7374, grad_norm: 2.0447 2020-07-24 20:38:11,094 - mmaction - INFO - Epoch [36][2240/3757] lr: 9.096e-02, eta: 4 days, 0:23:50, time: 0.567, data_time: 0.004, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4211, loss_cls: 3.8102, loss: 3.8102, grad_norm: 2.0144 2020-07-24 20:38:22,574 - mmaction - INFO - Epoch [36][2260/3757] lr: 9.096e-02, eta: 4 days, 0:18:19, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2039, top5_acc: 0.4414, loss_cls: 3.8175, loss: 3.8175, grad_norm: 2.0391 2020-07-24 20:38:33,934 - mmaction - INFO - Epoch [36][2280/3757] lr: 9.096e-02, eta: 4 days, 0:12:29, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.1945, top5_acc: 0.4180, loss_cls: 3.8266, loss: 3.8266, grad_norm: 2.0094 2020-07-24 20:38:45,310 - mmaction - INFO - Epoch [36][2300/3757] lr: 9.096e-02, eta: 4 days, 0:06:49, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4508, loss_cls: 3.7116, loss: 3.7116, grad_norm: 2.0251 2020-07-24 20:38:56,742 - mmaction - INFO - Epoch [36][2320/3757] lr: 9.096e-02, eta: 4 days, 0:01:26, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.1805, top5_acc: 0.4234, loss_cls: 3.8431, loss: 3.8431, grad_norm: 2.0403 2020-07-24 20:39:08,065 - mmaction - INFO - Epoch [36][2340/3757] lr: 9.096e-02, eta: 3 days, 23:55:44, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4625, loss_cls: 3.7379, loss: 3.7379, grad_norm: 2.0295 2020-07-24 20:39:19,614 - mmaction - INFO - Epoch [36][2360/3757] lr: 9.096e-02, eta: 3 days, 23:50:58, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.1898, top5_acc: 0.4391, loss_cls: 3.8403, loss: 3.8403, grad_norm: 2.0583 2020-07-24 20:39:30,914 - mmaction - INFO - Epoch [36][2380/3757] lr: 9.096e-02, eta: 3 days, 23:45:20, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.2078, top5_acc: 0.4234, loss_cls: 3.8376, loss: 3.8376, grad_norm: 2.0026 2020-07-24 20:39:42,334 - mmaction - INFO - Epoch [36][2400/3757] lr: 9.096e-02, eta: 3 days, 23:40:16, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4617, loss_cls: 3.7596, loss: 3.7596, grad_norm: 2.0480 2020-07-24 20:39:53,785 - mmaction - INFO - Epoch [36][2420/3757] lr: 9.096e-02, eta: 3 days, 23:35:25, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2023, top5_acc: 0.4422, loss_cls: 3.7831, loss: 3.7831, grad_norm: 2.0673 2020-07-24 20:40:05,192 - mmaction - INFO - Epoch [36][2440/3757] lr: 9.096e-02, eta: 3 days, 23:30:27, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2000, top5_acc: 0.4219, loss_cls: 3.8240, loss: 3.8240, grad_norm: 2.0611 2020-07-24 20:40:16,655 - mmaction - INFO - Epoch [36][2460/3757] lr: 9.096e-02, eta: 3 days, 23:25:46, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4641, loss_cls: 3.6502, loss: 3.6502, grad_norm: 2.0566 2020-07-24 20:40:28,087 - mmaction - INFO - Epoch [36][2480/3757] lr: 9.096e-02, eta: 3 days, 23:21:00, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4641, loss_cls: 3.6729, loss: 3.6729, grad_norm: 2.0906 2020-07-24 20:40:39,420 - mmaction - INFO - Epoch [36][2500/3757] lr: 9.096e-02, eta: 3 days, 23:16:02, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4578, loss_cls: 3.7002, loss: 3.7002, grad_norm: 2.0872 2020-07-24 20:40:50,886 - mmaction - INFO - Epoch [36][2520/3757] lr: 9.096e-02, eta: 3 days, 23:11:32, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4914, loss_cls: 3.5980, loss: 3.5980, grad_norm: 2.0535 2020-07-24 20:41:02,315 - mmaction - INFO - Epoch [36][2540/3757] lr: 9.096e-02, eta: 3 days, 23:07:02, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4656, loss_cls: 3.6810, loss: 3.6810, grad_norm: 2.0276 2020-07-24 20:41:13,827 - mmaction - INFO - Epoch [36][2560/3757] lr: 9.096e-02, eta: 3 days, 23:02:53, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4398, loss_cls: 3.7764, loss: 3.7764, grad_norm: 2.0636 2020-07-24 20:41:25,310 - mmaction - INFO - Epoch [36][2580/3757] lr: 9.096e-02, eta: 3 days, 22:58:42, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2070, top5_acc: 0.4297, loss_cls: 3.7722, loss: 3.7722, grad_norm: 2.0726 2020-07-24 20:41:36,723 - mmaction - INFO - Epoch [36][2600/3757] lr: 9.096e-02, eta: 3 days, 22:54:17, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4578, loss_cls: 3.7575, loss: 3.7575, grad_norm: 2.0261 2020-07-24 20:41:48,225 - mmaction - INFO - Epoch [36][2620/3757] lr: 9.096e-02, eta: 3 days, 22:50:19, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4562, loss_cls: 3.7178, loss: 3.7178, grad_norm: 2.0209 2020-07-24 20:41:59,674 - mmaction - INFO - Epoch [36][2640/3757] lr: 9.096e-02, eta: 3 days, 22:46:09, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.1992, top5_acc: 0.4492, loss_cls: 3.7932, loss: 3.7932, grad_norm: 2.1206 2020-07-24 20:42:11,128 - mmaction - INFO - Epoch [36][2660/3757] lr: 9.096e-02, eta: 3 days, 22:42:07, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4703, loss_cls: 3.7086, loss: 3.7086, grad_norm: 2.0893 2020-07-24 20:42:22,548 - mmaction - INFO - Epoch [36][2680/3757] lr: 9.096e-02, eta: 3 days, 22:37:59, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.1953, top5_acc: 0.4359, loss_cls: 3.8863, loss: 3.8863, grad_norm: 2.0662 2020-07-24 20:42:33,935 - mmaction - INFO - Epoch [36][2700/3757] lr: 9.096e-02, eta: 3 days, 22:33:48, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4430, loss_cls: 3.7400, loss: 3.7400, grad_norm: 2.0871 2020-07-24 20:42:45,302 - mmaction - INFO - Epoch [36][2720/3757] lr: 9.096e-02, eta: 3 days, 22:29:40, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4641, loss_cls: 3.6850, loss: 3.6850, grad_norm: 2.0538 2020-07-24 20:42:56,663 - mmaction - INFO - Epoch [36][2740/3757] lr: 9.096e-02, eta: 3 days, 22:25:32, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4656, loss_cls: 3.6498, loss: 3.6498, grad_norm: 2.1320 2020-07-24 20:43:08,107 - mmaction - INFO - Epoch [36][2760/3757] lr: 9.096e-02, eta: 3 days, 22:21:41, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4375, loss_cls: 3.7488, loss: 3.7488, grad_norm: 2.1176 2020-07-24 20:43:19,543 - mmaction - INFO - Epoch [36][2780/3757] lr: 9.096e-02, eta: 3 days, 22:17:55, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4273, loss_cls: 3.7933, loss: 3.7933, grad_norm: 2.0470 2020-07-24 20:43:31,002 - mmaction - INFO - Epoch [36][2800/3757] lr: 9.096e-02, eta: 3 days, 22:14:12, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2023, top5_acc: 0.4391, loss_cls: 3.7687, loss: 3.7687, grad_norm: 2.1054 2020-07-24 20:43:42,447 - mmaction - INFO - Epoch [36][2820/3757] lr: 9.096e-02, eta: 3 days, 22:10:38, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.2094, top5_acc: 0.4414, loss_cls: 3.7726, loss: 3.7726, grad_norm: 2.0403 2020-07-24 20:43:53,932 - mmaction - INFO - Epoch [36][2840/3757] lr: 9.096e-02, eta: 3 days, 22:07:09, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4461, loss_cls: 3.7538, loss: 3.7538, grad_norm: 2.0345 2020-07-24 20:44:05,322 - mmaction - INFO - Epoch [36][2860/3757] lr: 9.096e-02, eta: 3 days, 22:03:25, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.1977, top5_acc: 0.4258, loss_cls: 3.8760, loss: 3.8760, grad_norm: 2.0190 2020-07-24 20:44:16,746 - mmaction - INFO - Epoch [36][2880/3757] lr: 9.096e-02, eta: 3 days, 21:59:51, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.1938, top5_acc: 0.4203, loss_cls: 3.8678, loss: 3.8678, grad_norm: 2.0353 2020-07-24 20:44:28,203 - mmaction - INFO - Epoch [36][2900/3757] lr: 9.096e-02, eta: 3 days, 21:56:25, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2078, top5_acc: 0.4555, loss_cls: 3.7272, loss: 3.7272, grad_norm: 2.0116 2020-07-24 20:44:39,622 - mmaction - INFO - Epoch [36][2920/3757] lr: 9.096e-02, eta: 3 days, 21:52:55, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2055, top5_acc: 0.4227, loss_cls: 3.8494, loss: 3.8494, grad_norm: 1.9977 2020-07-24 20:44:51,017 - mmaction - INFO - Epoch [36][2940/3757] lr: 9.096e-02, eta: 3 days, 21:49:22, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.1977, top5_acc: 0.4328, loss_cls: 3.8274, loss: 3.8274, grad_norm: 2.0383 2020-07-24 20:45:02,570 - mmaction - INFO - Epoch [36][2960/3757] lr: 9.096e-02, eta: 3 days, 21:46:25, time: 0.578, data_time: 0.004, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4641, loss_cls: 3.6830, loss: 3.6830, grad_norm: 2.0802 2020-07-24 20:45:13,921 - mmaction - INFO - Epoch [36][2980/3757] lr: 9.096e-02, eta: 3 days, 21:42:49, time: 0.567, data_time: 0.001, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4391, loss_cls: 3.7155, loss: 3.7155, grad_norm: 2.0281 2020-07-24 20:45:25,207 - mmaction - INFO - Epoch [36][3000/3757] lr: 9.096e-02, eta: 3 days, 21:39:07, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4586, loss_cls: 3.7004, loss: 3.7004, grad_norm: 2.0892 2020-07-24 20:45:36,573 - mmaction - INFO - Epoch [36][3020/3757] lr: 9.096e-02, eta: 3 days, 21:35:39, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.1883, top5_acc: 0.4289, loss_cls: 3.8322, loss: 3.8322, grad_norm: 2.0454 2020-07-24 20:45:47,962 - mmaction - INFO - Epoch [36][3040/3757] lr: 9.096e-02, eta: 3 days, 21:32:21, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.1969, top5_acc: 0.4297, loss_cls: 3.8323, loss: 3.8323, grad_norm: 2.0770 2020-07-24 20:45:59,435 - mmaction - INFO - Epoch [36][3060/3757] lr: 9.096e-02, eta: 3 days, 21:29:19, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2000, top5_acc: 0.4289, loss_cls: 3.8067, loss: 3.8067, grad_norm: 2.0954 2020-07-24 20:46:10,817 - mmaction - INFO - Epoch [36][3080/3757] lr: 9.096e-02, eta: 3 days, 21:26:02, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4641, loss_cls: 3.7107, loss: 3.7107, grad_norm: 2.0598 2020-07-24 20:46:22,283 - mmaction - INFO - Epoch [36][3100/3757] lr: 9.096e-02, eta: 3 days, 21:23:04, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.1875, top5_acc: 0.4086, loss_cls: 3.8795, loss: 3.8795, grad_norm: 2.0596 2020-07-24 20:46:33,686 - mmaction - INFO - Epoch [36][3120/3757] lr: 9.096e-02, eta: 3 days, 21:19:56, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2070, top5_acc: 0.4313, loss_cls: 3.8143, loss: 3.8143, grad_norm: 2.0051 2020-07-24 20:46:45,128 - mmaction - INFO - Epoch [36][3140/3757] lr: 9.096e-02, eta: 3 days, 21:16:56, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4437, loss_cls: 3.7947, loss: 3.7947, grad_norm: 2.0226 2020-07-24 20:46:56,553 - mmaction - INFO - Epoch [36][3160/3757] lr: 9.096e-02, eta: 3 days, 21:13:57, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4523, loss_cls: 3.7652, loss: 3.7652, grad_norm: 1.9971 2020-07-24 20:47:07,888 - mmaction - INFO - Epoch [36][3180/3757] lr: 9.096e-02, eta: 3 days, 21:10:43, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4484, loss_cls: 3.7381, loss: 3.7381, grad_norm: 2.0648 2020-07-24 20:47:19,345 - mmaction - INFO - Epoch [36][3200/3757] lr: 9.096e-02, eta: 3 days, 21:07:53, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.1984, top5_acc: 0.4367, loss_cls: 3.7891, loss: 3.7891, grad_norm: 2.0510 2020-07-24 20:47:30,935 - mmaction - INFO - Epoch [36][3220/3757] lr: 9.096e-02, eta: 3 days, 21:05:26, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.1977, top5_acc: 0.4477, loss_cls: 3.7527, loss: 3.7527, grad_norm: 2.0587 2020-07-24 20:47:42,464 - mmaction - INFO - Epoch [36][3240/3757] lr: 9.096e-02, eta: 3 days, 21:02:54, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4453, loss_cls: 3.7669, loss: 3.7669, grad_norm: 2.0860 2020-07-24 20:47:53,854 - mmaction - INFO - Epoch [36][3260/3757] lr: 9.096e-02, eta: 3 days, 20:59:59, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2008, top5_acc: 0.4453, loss_cls: 3.7614, loss: 3.7614, grad_norm: 2.1472 2020-07-24 20:48:05,257 - mmaction - INFO - Epoch [36][3280/3757] lr: 9.096e-02, eta: 3 days, 20:57:07, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4461, loss_cls: 3.7711, loss: 3.7711, grad_norm: 2.0188 2020-07-24 20:48:16,676 - mmaction - INFO - Epoch [36][3300/3757] lr: 9.096e-02, eta: 3 days, 20:54:22, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2094, top5_acc: 0.4313, loss_cls: 3.8137, loss: 3.8137, grad_norm: 2.1150 2020-07-24 20:48:28,099 - mmaction - INFO - Epoch [36][3320/3757] lr: 9.096e-02, eta: 3 days, 20:51:37, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2039, top5_acc: 0.4352, loss_cls: 3.8064, loss: 3.8064, grad_norm: 2.0606 2020-07-24 20:48:39,448 - mmaction - INFO - Epoch [36][3340/3757] lr: 9.096e-02, eta: 3 days, 20:48:42, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4461, loss_cls: 3.7183, loss: 3.7183, grad_norm: 2.0359 2020-07-24 20:48:50,865 - mmaction - INFO - Epoch [36][3360/3757] lr: 9.096e-02, eta: 3 days, 20:46:01, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4578, loss_cls: 3.7461, loss: 3.7461, grad_norm: 2.0506 2020-07-24 20:49:02,321 - mmaction - INFO - Epoch [36][3380/3757] lr: 9.096e-02, eta: 3 days, 20:43:26, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2008, top5_acc: 0.4414, loss_cls: 3.7977, loss: 3.7977, grad_norm: 2.0610 2020-07-24 20:49:13,735 - mmaction - INFO - Epoch [36][3400/3757] lr: 9.096e-02, eta: 3 days, 20:40:48, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2000, top5_acc: 0.4203, loss_cls: 3.8719, loss: 3.8719, grad_norm: 2.0707 2020-07-24 20:49:25,241 - mmaction - INFO - Epoch [36][3420/3757] lr: 9.096e-02, eta: 3 days, 20:38:27, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4437, loss_cls: 3.7672, loss: 3.7672, grad_norm: 2.0217 2020-07-24 20:49:36,686 - mmaction - INFO - Epoch [36][3440/3757] lr: 9.096e-02, eta: 3 days, 20:35:57, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.1938, top5_acc: 0.4367, loss_cls: 3.7673, loss: 3.7673, grad_norm: 2.0389 2020-07-24 20:49:48,111 - mmaction - INFO - Epoch [36][3460/3757] lr: 9.096e-02, eta: 3 days, 20:33:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4625, loss_cls: 3.6708, loss: 3.6708, grad_norm: 2.0485 2020-07-24 20:49:59,559 - mmaction - INFO - Epoch [36][3480/3757] lr: 9.096e-02, eta: 3 days, 20:30:59, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2023, top5_acc: 0.4242, loss_cls: 3.8988, loss: 3.8988, grad_norm: 2.0634 2020-07-24 20:50:11,004 - mmaction - INFO - Epoch [36][3500/3757] lr: 9.096e-02, eta: 3 days, 20:28:33, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4523, loss_cls: 3.7810, loss: 3.7810, grad_norm: 1.9993 2020-07-24 20:50:22,456 - mmaction - INFO - Epoch [36][3520/3757] lr: 9.096e-02, eta: 3 days, 20:26:09, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4375, loss_cls: 3.7908, loss: 3.7908, grad_norm: 2.1118 2020-07-24 20:50:33,878 - mmaction - INFO - Epoch [36][3540/3757] lr: 9.096e-02, eta: 3 days, 20:23:44, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4508, loss_cls: 3.7811, loss: 3.7811, grad_norm: 1.9994 2020-07-24 20:50:45,273 - mmaction - INFO - Epoch [36][3560/3757] lr: 9.096e-02, eta: 3 days, 20:21:16, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4562, loss_cls: 3.7392, loss: 3.7392, grad_norm: 2.0347 2020-07-24 20:50:56,620 - mmaction - INFO - Epoch [36][3580/3757] lr: 9.096e-02, eta: 3 days, 20:18:40, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.2102, top5_acc: 0.4344, loss_cls: 3.7958, loss: 3.7958, grad_norm: 2.0317 2020-07-24 20:51:07,995 - mmaction - INFO - Epoch [36][3600/3757] lr: 9.096e-02, eta: 3 days, 20:16:13, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.2086, top5_acc: 0.4500, loss_cls: 3.7420, loss: 3.7420, grad_norm: 2.0598 2020-07-24 20:51:19,401 - mmaction - INFO - Epoch [36][3620/3757] lr: 9.096e-02, eta: 3 days, 20:13:51, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4711, loss_cls: 3.7032, loss: 3.7032, grad_norm: 2.0705 2020-07-24 20:51:30,744 - mmaction - INFO - Epoch [36][3640/3757] lr: 9.096e-02, eta: 3 days, 20:11:20, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4711, loss_cls: 3.6511, loss: 3.6511, grad_norm: 2.0569 2020-07-24 20:51:42,175 - mmaction - INFO - Epoch [36][3660/3757] lr: 9.096e-02, eta: 3 days, 20:09:03, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4453, loss_cls: 3.7674, loss: 3.7674, grad_norm: 2.1017 2020-07-24 20:51:53,627 - mmaction - INFO - Epoch [36][3680/3757] lr: 9.096e-02, eta: 3 days, 20:06:51, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2047, top5_acc: 0.4445, loss_cls: 3.7861, loss: 3.7861, grad_norm: 2.1188 2020-07-24 20:52:12,933 - mmaction - INFO - Epoch [36][3700/3757] lr: 9.096e-02, eta: 3 days, 20:23:52, time: 0.966, data_time: 0.408, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4633, loss_cls: 3.7556, loss: 3.7556, grad_norm: 2.0172 2020-07-24 20:52:26,072 - mmaction - INFO - Epoch [36][3720/3757] lr: 9.096e-02, eta: 3 days, 20:25:42, time: 0.657, data_time: 0.048, memory: 5232, top1_acc: 0.2039, top5_acc: 0.4406, loss_cls: 3.8302, loss: 3.8302, grad_norm: 2.0778 2020-07-24 20:52:40,452 - mmaction - INFO - Epoch [36][3740/3757] lr: 9.096e-02, eta: 3 days, 20:30:30, time: 0.719, data_time: 0.089, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4523, loss_cls: 3.7989, loss: 3.7989, grad_norm: 2.0417 2020-07-24 20:56:06,567 - mmaction - INFO - Epoch [37][20/3757] lr: 9.045e-02, eta: 4 days, 2:52:05, time: 9.139, data_time: 8.176, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4422, loss_cls: 3.7479, loss: 3.7479, grad_norm: 2.0323 2020-07-24 20:56:20,126 - mmaction - INFO - Epoch [37][40/3757] lr: 9.045e-02, eta: 4 days, 2:52:49, time: 0.678, data_time: 0.122, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4703, loss_cls: 3.6724, loss: 3.6724, grad_norm: 2.0160 2020-07-24 20:56:34,132 - mmaction - INFO - Epoch [37][60/3757] lr: 9.045e-02, eta: 4 days, 2:54:36, time: 0.700, data_time: 0.003, memory: 5232, top1_acc: 0.2070, top5_acc: 0.4547, loss_cls: 3.7077, loss: 3.7077, grad_norm: 2.0978 2020-07-24 20:56:47,823 - mmaction - INFO - Epoch [37][80/3757] lr: 9.045e-02, eta: 4 days, 2:55:37, time: 0.685, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4344, loss_cls: 3.7838, loss: 3.7838, grad_norm: 2.0395 2020-07-24 20:57:01,727 - mmaction - INFO - Epoch [37][100/3757] lr: 9.045e-02, eta: 4 days, 2:57:07, time: 0.695, data_time: 0.017, memory: 5232, top1_acc: 0.2023, top5_acc: 0.4391, loss_cls: 3.7991, loss: 3.7991, grad_norm: 2.0468 2020-07-24 20:57:13,169 - mmaction - INFO - Epoch [37][120/3757] lr: 9.045e-02, eta: 4 days, 2:52:53, time: 0.572, data_time: 0.005, memory: 5232, top1_acc: 0.2000, top5_acc: 0.4359, loss_cls: 3.7808, loss: 3.7808, grad_norm: 2.0238 2020-07-24 20:57:25,467 - mmaction - INFO - Epoch [37][140/3757] lr: 9.045e-02, eta: 4 days, 2:50:40, time: 0.615, data_time: 0.002, memory: 5232, top1_acc: 0.2086, top5_acc: 0.4344, loss_cls: 3.7550, loss: 3.7550, grad_norm: 1.9957 2020-07-24 20:57:39,565 - mmaction - INFO - Epoch [37][160/3757] lr: 9.045e-02, eta: 4 days, 2:52:36, time: 0.705, data_time: 0.002, memory: 5232, top1_acc: 0.2094, top5_acc: 0.4352, loss_cls: 3.7782, loss: 3.7782, grad_norm: 2.0500 2020-07-24 20:57:50,928 - mmaction - INFO - Epoch [37][180/3757] lr: 9.045e-02, eta: 4 days, 2:48:15, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2078, top5_acc: 0.4188, loss_cls: 3.8338, loss: 3.8338, grad_norm: 2.0279 2020-07-24 20:58:05,698 - mmaction - INFO - Epoch [37][200/3757] lr: 9.045e-02, eta: 4 days, 2:51:43, time: 0.738, data_time: 0.109, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4672, loss_cls: 3.7077, loss: 3.7077, grad_norm: 2.0435 2020-07-24 20:58:18,397 - mmaction - INFO - Epoch [37][220/3757] lr: 9.045e-02, eta: 4 days, 2:50:27, time: 0.635, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4562, loss_cls: 3.6491, loss: 3.6491, grad_norm: 2.0407 2020-07-24 20:58:32,988 - mmaction - INFO - Epoch [37][240/3757] lr: 9.045e-02, eta: 4 days, 2:53:27, time: 0.729, data_time: 0.072, memory: 5232, top1_acc: 0.2086, top5_acc: 0.4313, loss_cls: 3.7924, loss: 3.7924, grad_norm: 2.1202 2020-07-24 20:58:45,583 - mmaction - INFO - Epoch [37][260/3757] lr: 9.045e-02, eta: 4 days, 2:51:57, time: 0.630, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4344, loss_cls: 3.7763, loss: 3.7763, grad_norm: 2.0414 2020-07-24 20:58:59,843 - mmaction - INFO - Epoch [37][280/3757] lr: 9.045e-02, eta: 4 days, 2:54:11, time: 0.713, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4570, loss_cls: 3.6886, loss: 3.6886, grad_norm: 2.0891 2020-07-24 20:59:14,669 - mmaction - INFO - Epoch [37][300/3757] lr: 9.045e-02, eta: 4 days, 2:57:39, time: 0.742, data_time: 0.019, memory: 5232, top1_acc: 0.2094, top5_acc: 0.4437, loss_cls: 3.7763, loss: 3.7763, grad_norm: 2.0769 2020-07-24 20:59:28,040 - mmaction - INFO - Epoch [37][320/3757] lr: 9.045e-02, eta: 4 days, 2:57:51, time: 0.668, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4562, loss_cls: 3.6618, loss: 3.6618, grad_norm: 2.0675 2020-07-24 20:59:45,350 - mmaction - INFO - Epoch [37][340/3757] lr: 9.045e-02, eta: 4 days, 3:06:43, time: 0.866, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4680, loss_cls: 3.6588, loss: 3.6588, grad_norm: 2.0933 2020-07-24 20:59:58,523 - mmaction - INFO - Epoch [37][360/3757] lr: 9.045e-02, eta: 4 days, 3:06:27, time: 0.659, data_time: 0.037, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4609, loss_cls: 3.6577, loss: 3.6577, grad_norm: 2.0758 2020-07-24 21:00:14,468 - mmaction - INFO - Epoch [37][380/3757] lr: 9.045e-02, eta: 4 days, 3:11:57, time: 0.791, data_time: 0.003, memory: 5232, top1_acc: 0.1977, top5_acc: 0.4234, loss_cls: 3.8110, loss: 3.8110, grad_norm: 2.1713 2020-07-24 21:00:27,308 - mmaction - INFO - Epoch [37][400/3757] lr: 9.045e-02, eta: 4 days, 3:11:11, time: 0.648, data_time: 0.010, memory: 5232, top1_acc: 0.1922, top5_acc: 0.4445, loss_cls: 3.7759, loss: 3.7759, grad_norm: 2.0440 2020-07-24 21:00:47,912 - mmaction - INFO - Epoch [37][420/3757] lr: 9.045e-02, eta: 4 days, 3:26:54, time: 1.030, data_time: 0.414, memory: 5232, top1_acc: 0.2016, top5_acc: 0.4242, loss_cls: 3.7702, loss: 3.7702, grad_norm: 2.0364 2020-07-24 21:01:02,523 - mmaction - INFO - Epoch [37][440/3757] lr: 9.045e-02, eta: 4 days, 3:29:37, time: 0.731, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4523, loss_cls: 3.7021, loss: 3.7021, grad_norm: 2.0457 2020-07-24 21:01:15,458 - mmaction - INFO - Epoch [37][460/3757] lr: 9.045e-02, eta: 4 days, 3:28:42, time: 0.647, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4398, loss_cls: 3.7261, loss: 3.7261, grad_norm: 2.0392 2020-07-24 21:01:26,925 - mmaction - INFO - Epoch [37][480/3757] lr: 9.045e-02, eta: 4 days, 3:24:42, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4406, loss_cls: 3.7433, loss: 3.7433, grad_norm: 2.0296 2020-07-24 21:01:44,002 - mmaction - INFO - Epoch [37][500/3757] lr: 9.045e-02, eta: 4 days, 3:32:36, time: 0.854, data_time: 0.246, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4422, loss_cls: 3.8227, loss: 3.8227, grad_norm: 2.1074 2020-07-24 21:01:56,409 - mmaction - INFO - Epoch [37][520/3757] lr: 9.045e-02, eta: 4 days, 3:30:34, time: 0.620, data_time: 0.057, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4688, loss_cls: 3.6622, loss: 3.6622, grad_norm: 2.0165 2020-07-24 21:02:07,870 - mmaction - INFO - Epoch [37][540/3757] lr: 9.045e-02, eta: 4 days, 3:26:35, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2031, top5_acc: 0.4375, loss_cls: 3.8190, loss: 3.8190, grad_norm: 2.0674 2020-07-24 21:02:27,639 - mmaction - INFO - Epoch [37][560/3757] lr: 9.045e-02, eta: 4 days, 3:39:58, time: 0.988, data_time: 0.003, memory: 5232, top1_acc: 0.2031, top5_acc: 0.4547, loss_cls: 3.7463, loss: 3.7463, grad_norm: 1.9797 2020-07-24 21:02:39,002 - mmaction - INFO - Epoch [37][580/3757] lr: 9.045e-02, eta: 4 days, 3:35:45, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4500, loss_cls: 3.7572, loss: 3.7572, grad_norm: 2.0644 2020-07-24 21:02:53,873 - mmaction - INFO - Epoch [37][600/3757] lr: 9.045e-02, eta: 4 days, 3:38:52, time: 0.744, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4680, loss_cls: 3.6971, loss: 3.6971, grad_norm: 2.0607 2020-07-24 21:03:06,273 - mmaction - INFO - Epoch [37][620/3757] lr: 9.045e-02, eta: 4 days, 3:36:51, time: 0.620, data_time: 0.003, memory: 5232, top1_acc: 0.1977, top5_acc: 0.4664, loss_cls: 3.6785, loss: 3.6785, grad_norm: 2.0581 2020-07-24 21:03:18,792 - mmaction - INFO - Epoch [37][640/3757] lr: 9.045e-02, eta: 4 days, 3:35:04, time: 0.626, data_time: 0.003, memory: 5232, top1_acc: 0.2078, top5_acc: 0.4523, loss_cls: 3.7779, loss: 3.7779, grad_norm: 2.1043 2020-07-24 21:03:31,340 - mmaction - INFO - Epoch [37][660/3757] lr: 9.045e-02, eta: 4 days, 3:33:23, time: 0.627, data_time: 0.003, memory: 5232, top1_acc: 0.2023, top5_acc: 0.4609, loss_cls: 3.7031, loss: 3.7031, grad_norm: 2.0897 2020-07-24 21:03:42,802 - mmaction - INFO - Epoch [37][680/3757] lr: 9.045e-02, eta: 4 days, 3:29:30, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2055, top5_acc: 0.4484, loss_cls: 3.8181, loss: 3.8181, grad_norm: 2.1245 2020-07-24 21:03:55,106 - mmaction - INFO - Epoch [37][700/3757] lr: 9.045e-02, eta: 4 days, 3:27:21, time: 0.615, data_time: 0.001, memory: 5232, top1_acc: 0.1945, top5_acc: 0.4055, loss_cls: 3.9278, loss: 3.9278, grad_norm: 2.0770 2020-07-24 21:04:07,616 - mmaction - INFO - Epoch [37][720/3757] lr: 9.045e-02, eta: 4 days, 3:25:38, time: 0.625, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4617, loss_cls: 3.6460, loss: 3.6460, grad_norm: 1.9979 2020-07-24 21:04:22,918 - mmaction - INFO - Epoch [37][740/3757] lr: 9.045e-02, eta: 4 days, 3:29:32, time: 0.765, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4453, loss_cls: 3.7191, loss: 3.7191, grad_norm: 2.0769 2020-07-24 21:04:36,479 - mmaction - INFO - Epoch [37][760/3757] lr: 9.045e-02, eta: 4 days, 3:29:55, time: 0.678, data_time: 0.003, memory: 5232, top1_acc: 0.2078, top5_acc: 0.4406, loss_cls: 3.8082, loss: 3.8082, grad_norm: 2.0459 2020-07-24 21:04:53,034 - mmaction - INFO - Epoch [37][780/3757] lr: 9.045e-02, eta: 4 days, 3:36:14, time: 0.828, data_time: 0.002, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4664, loss_cls: 3.6577, loss: 3.6577, grad_norm: 2.0032 2020-07-24 21:05:06,243 - mmaction - INFO - Epoch [37][800/3757] lr: 9.045e-02, eta: 4 days, 3:35:53, time: 0.661, data_time: 0.003, memory: 5232, top1_acc: 0.2078, top5_acc: 0.4305, loss_cls: 3.7708, loss: 3.7708, grad_norm: 2.1114 2020-07-24 21:05:19,969 - mmaction - INFO - Epoch [37][820/3757] lr: 9.045e-02, eta: 4 days, 3:36:33, time: 0.686, data_time: 0.003, memory: 5232, top1_acc: 0.2016, top5_acc: 0.4523, loss_cls: 3.6961, loss: 3.6961, grad_norm: 2.0216 2020-07-24 21:05:33,391 - mmaction - INFO - Epoch [37][840/3757] lr: 9.045e-02, eta: 4 days, 3:36:37, time: 0.671, data_time: 0.103, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4531, loss_cls: 3.7245, loss: 3.7245, grad_norm: 2.0148 2020-07-24 21:05:46,806 - mmaction - INFO - Epoch [37][860/3757] lr: 9.045e-02, eta: 4 days, 3:36:40, time: 0.671, data_time: 0.053, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4523, loss_cls: 3.7243, loss: 3.7243, grad_norm: 2.1160 2020-07-24 21:06:06,143 - mmaction - INFO - Epoch [37][880/3757] lr: 9.045e-02, eta: 4 days, 3:48:11, time: 0.966, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4367, loss_cls: 3.7544, loss: 3.7544, grad_norm: 2.1121 2020-07-24 21:06:18,568 - mmaction - INFO - Epoch [37][900/3757] lr: 9.045e-02, eta: 4 days, 3:46:17, time: 0.622, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4484, loss_cls: 3.7463, loss: 3.7463, grad_norm: 2.0773 2020-07-24 21:06:32,176 - mmaction - INFO - Epoch [37][920/3757] lr: 9.045e-02, eta: 4 days, 3:46:38, time: 0.680, data_time: 0.003, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4289, loss_cls: 3.8374, loss: 3.8374, grad_norm: 1.9915 2020-07-24 21:06:44,950 - mmaction - INFO - Epoch [37][940/3757] lr: 9.045e-02, eta: 4 days, 3:45:24, time: 0.638, data_time: 0.020, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4383, loss_cls: 3.7468, loss: 3.7468, grad_norm: 2.0676 2020-07-24 21:06:57,328 - mmaction - INFO - Epoch [37][960/3757] lr: 9.045e-02, eta: 4 days, 3:43:27, time: 0.620, data_time: 0.042, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4508, loss_cls: 3.7264, loss: 3.7264, grad_norm: 2.0594 2020-07-24 21:07:20,543 - mmaction - INFO - Epoch [37][980/3757] lr: 9.045e-02, eta: 4 days, 4:02:03, time: 1.160, data_time: 0.064, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4633, loss_cls: 3.6447, loss: 3.6447, grad_norm: 2.0147 2020-07-24 21:07:31,849 - mmaction - INFO - Epoch [37][1000/3757] lr: 9.045e-02, eta: 4 days, 3:58:00, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2070, top5_acc: 0.4391, loss_cls: 3.7736, loss: 3.7736, grad_norm: 2.0523 2020-07-24 21:07:43,291 - mmaction - INFO - Epoch [37][1020/3757] lr: 9.045e-02, eta: 4 days, 3:54:12, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4320, loss_cls: 3.8055, loss: 3.8055, grad_norm: 2.0606 2020-07-24 21:07:56,516 - mmaction - INFO - Epoch [37][1040/3757] lr: 9.045e-02, eta: 4 days, 3:53:49, time: 0.662, data_time: 0.004, memory: 5232, top1_acc: 0.1984, top5_acc: 0.4219, loss_cls: 3.8427, loss: 3.8427, grad_norm: 2.0567 2020-07-24 21:08:09,530 - mmaction - INFO - Epoch [37][1060/3757] lr: 9.045e-02, eta: 4 days, 3:53:01, time: 0.651, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4461, loss_cls: 3.7567, loss: 3.7567, grad_norm: 2.0842 2020-07-24 21:08:20,943 - mmaction - INFO - Epoch [37][1080/3757] lr: 9.045e-02, eta: 4 days, 3:49:15, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2102, top5_acc: 0.4437, loss_cls: 3.7156, loss: 3.7156, grad_norm: 2.0342 2020-07-24 21:08:33,933 - mmaction - INFO - Epoch [37][1100/3757] lr: 9.045e-02, eta: 4 days, 3:48:26, time: 0.650, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4422, loss_cls: 3.7250, loss: 3.7250, grad_norm: 2.0498 2020-07-24 21:08:46,441 - mmaction - INFO - Epoch [37][1120/3757] lr: 9.045e-02, eta: 4 days, 3:46:44, time: 0.625, data_time: 0.003, memory: 5232, top1_acc: 0.2070, top5_acc: 0.4180, loss_cls: 3.8553, loss: 3.8553, grad_norm: 2.0261 2020-07-24 21:08:58,387 - mmaction - INFO - Epoch [37][1140/3757] lr: 9.045e-02, eta: 4 days, 3:44:01, time: 0.598, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4469, loss_cls: 3.7705, loss: 3.7705, grad_norm: 2.0899 2020-07-24 21:09:11,499 - mmaction - INFO - Epoch [37][1160/3757] lr: 9.045e-02, eta: 4 days, 3:43:27, time: 0.656, data_time: 0.065, memory: 5232, top1_acc: 0.2008, top5_acc: 0.4445, loss_cls: 3.7523, loss: 3.7523, grad_norm: 2.1122 2020-07-24 21:09:22,972 - mmaction - INFO - Epoch [37][1180/3757] lr: 9.045e-02, eta: 4 days, 3:39:53, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4391, loss_cls: 3.8160, loss: 3.8160, grad_norm: 2.0788 2020-07-24 21:09:41,511 - mmaction - INFO - Epoch [37][1200/3757] lr: 9.045e-02, eta: 4 days, 3:49:12, time: 0.927, data_time: 0.059, memory: 5232, top1_acc: 0.2008, top5_acc: 0.4273, loss_cls: 3.8000, loss: 3.8000, grad_norm: 2.0954 2020-07-24 21:09:54,048 - mmaction - INFO - Epoch [37][1220/3757] lr: 9.045e-02, eta: 4 days, 3:47:32, time: 0.626, data_time: 0.003, memory: 5232, top1_acc: 0.2086, top5_acc: 0.4305, loss_cls: 3.7874, loss: 3.7874, grad_norm: 2.1019 2020-07-24 21:10:05,397 - mmaction - INFO - Epoch [37][1240/3757] lr: 9.045e-02, eta: 4 days, 3:43:48, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.1961, top5_acc: 0.4586, loss_cls: 3.7625, loss: 3.7625, grad_norm: 2.0784 2020-07-24 21:10:16,867 - mmaction - INFO - Epoch [37][1260/3757] lr: 9.045e-02, eta: 4 days, 3:40:17, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4664, loss_cls: 3.6693, loss: 3.6693, grad_norm: 2.0442 2020-07-24 21:10:28,289 - mmaction - INFO - Epoch [37][1280/3757] lr: 9.045e-02, eta: 4 days, 3:36:44, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4586, loss_cls: 3.6884, loss: 3.6884, grad_norm: 2.0844 2020-07-24 21:10:42,276 - mmaction - INFO - Epoch [37][1300/3757] lr: 9.045e-02, eta: 4 days, 3:37:46, time: 0.699, data_time: 0.008, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4375, loss_cls: 3.7715, loss: 3.7715, grad_norm: 2.1275 2020-07-24 21:11:00,988 - mmaction - INFO - Epoch [37][1320/3757] lr: 9.045e-02, eta: 4 days, 3:47:08, time: 0.935, data_time: 0.003, memory: 5232, top1_acc: 0.2008, top5_acc: 0.4492, loss_cls: 3.8376, loss: 3.8376, grad_norm: 2.0894 2020-07-24 21:11:18,563 - mmaction - INFO - Epoch [37][1340/3757] lr: 9.045e-02, eta: 4 days, 3:54:26, time: 0.879, data_time: 0.083, memory: 5232, top1_acc: 0.1938, top5_acc: 0.4289, loss_cls: 3.8753, loss: 3.8753, grad_norm: 2.0371 2020-07-24 21:11:40,342 - mmaction - INFO - Epoch [37][1360/3757] lr: 9.045e-02, eta: 4 days, 4:09:04, time: 1.089, data_time: 0.002, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4578, loss_cls: 3.6647, loss: 3.6647, grad_norm: 1.9408 2020-07-24 21:11:53,450 - mmaction - INFO - Epoch [37][1380/3757] lr: 9.045e-02, eta: 4 days, 4:08:24, time: 0.655, data_time: 0.065, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4711, loss_cls: 3.6523, loss: 3.6523, grad_norm: 2.0536 2020-07-24 21:12:07,720 - mmaction - INFO - Epoch [37][1400/3757] lr: 9.045e-02, eta: 4 days, 4:09:46, time: 0.714, data_time: 0.003, memory: 5232, top1_acc: 0.1961, top5_acc: 0.4391, loss_cls: 3.7861, loss: 3.7861, grad_norm: 2.0691 2020-07-24 21:12:20,247 - mmaction - INFO - Epoch [37][1420/3757] lr: 9.045e-02, eta: 4 days, 4:08:04, time: 0.626, data_time: 0.003, memory: 5232, top1_acc: 0.2062, top5_acc: 0.4648, loss_cls: 3.7245, loss: 3.7245, grad_norm: 2.0864 2020-07-24 21:12:32,959 - mmaction - INFO - Epoch [37][1440/3757] lr: 9.045e-02, eta: 4 days, 4:06:44, time: 0.636, data_time: 0.003, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4500, loss_cls: 3.7497, loss: 3.7497, grad_norm: 2.0287 2020-07-24 21:12:51,133 - mmaction - INFO - Epoch [37][1460/3757] lr: 9.045e-02, eta: 4 days, 4:14:48, time: 0.908, data_time: 0.046, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4313, loss_cls: 3.7990, loss: 3.7990, grad_norm: 2.0433 2020-07-24 21:13:04,042 - mmaction - INFO - Epoch [37][1480/3757] lr: 9.045e-02, eta: 4 days, 4:13:47, time: 0.646, data_time: 0.080, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4609, loss_cls: 3.6662, loss: 3.6662, grad_norm: 2.0845 2020-07-24 21:13:17,462 - mmaction - INFO - Epoch [37][1500/3757] lr: 9.045e-02, eta: 4 days, 4:13:38, time: 0.671, data_time: 0.003, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4352, loss_cls: 3.7999, loss: 3.7999, grad_norm: 2.1218 2020-07-24 21:13:29,978 - mmaction - INFO - Epoch [37][1520/3757] lr: 9.045e-02, eta: 4 days, 4:11:57, time: 0.626, data_time: 0.003, memory: 5232, top1_acc: 0.1992, top5_acc: 0.4359, loss_cls: 3.8580, loss: 3.8580, grad_norm: 2.0738 2020-07-24 21:13:50,057 - mmaction - INFO - Epoch [37][1540/3757] lr: 9.045e-02, eta: 4 days, 4:23:06, time: 1.004, data_time: 0.005, memory: 5232, top1_acc: 0.2094, top5_acc: 0.4578, loss_cls: 3.7534, loss: 3.7534, grad_norm: 2.0546 2020-07-24 21:14:02,558 - mmaction - INFO - Epoch [37][1560/3757] lr: 9.045e-02, eta: 4 days, 4:21:22, time: 0.625, data_time: 0.002, memory: 5232, top1_acc: 0.2062, top5_acc: 0.4430, loss_cls: 3.7566, loss: 3.7566, grad_norm: 2.0877 2020-07-24 21:14:14,039 - mmaction - INFO - Epoch [37][1580/3757] lr: 9.045e-02, eta: 4 days, 4:17:55, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4891, loss_cls: 3.6423, loss: 3.6423, grad_norm: 2.0549 2020-07-24 21:14:26,657 - mmaction - INFO - Epoch [37][1600/3757] lr: 9.045e-02, eta: 4 days, 4:16:24, time: 0.631, data_time: 0.064, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4617, loss_cls: 3.7307, loss: 3.7307, grad_norm: 2.0377 2020-07-24 21:14:38,961 - mmaction - INFO - Epoch [37][1620/3757] lr: 9.045e-02, eta: 4 days, 4:14:22, time: 0.615, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4570, loss_cls: 3.7134, loss: 3.7134, grad_norm: 2.0715 2020-07-24 21:14:54,070 - mmaction - INFO - Epoch [37][1640/3757] lr: 9.045e-02, eta: 4 days, 4:17:01, time: 0.755, data_time: 0.003, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4766, loss_cls: 3.6274, loss: 3.6274, grad_norm: 2.0409 2020-07-24 21:15:10,429 - mmaction - INFO - Epoch [37][1660/3757] lr: 9.045e-02, eta: 4 days, 4:21:44, time: 0.818, data_time: 0.003, memory: 5232, top1_acc: 0.2094, top5_acc: 0.4383, loss_cls: 3.7639, loss: 3.7639, grad_norm: 2.0739 2020-07-24 21:15:24,110 - mmaction - INFO - Epoch [37][1680/3757] lr: 9.045e-02, eta: 4 days, 4:21:59, time: 0.684, data_time: 0.061, memory: 5232, top1_acc: 0.1992, top5_acc: 0.4266, loss_cls: 3.8429, loss: 3.8429, grad_norm: 2.0832 2020-07-24 21:15:37,270 - mmaction - INFO - Epoch [37][1700/3757] lr: 9.045e-02, eta: 4 days, 4:21:22, time: 0.658, data_time: 0.002, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4359, loss_cls: 3.8339, loss: 3.8339, grad_norm: 2.0517 2020-07-24 21:15:49,729 - mmaction - INFO - Epoch [37][1720/3757] lr: 9.045e-02, eta: 4 days, 4:19:36, time: 0.623, data_time: 0.002, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4359, loss_cls: 3.7595, loss: 3.7595, grad_norm: 2.0016 2020-07-24 21:16:02,131 - mmaction - INFO - Epoch [37][1740/3757] lr: 9.045e-02, eta: 4 days, 4:17:46, time: 0.620, data_time: 0.003, memory: 5232, top1_acc: 0.2086, top5_acc: 0.4516, loss_cls: 3.6840, loss: 3.6840, grad_norm: 2.0444 2020-07-24 21:16:16,393 - mmaction - INFO - Epoch [37][1760/3757] lr: 9.045e-02, eta: 4 days, 4:18:57, time: 0.713, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4523, loss_cls: 3.7139, loss: 3.7139, grad_norm: 2.0614 2020-07-24 21:16:27,800 - mmaction - INFO - Epoch [37][1780/3757] lr: 9.045e-02, eta: 4 days, 4:15:31, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.1930, top5_acc: 0.4250, loss_cls: 3.8476, loss: 3.8476, grad_norm: 2.0975 2020-07-24 21:16:45,018 - mmaction - INFO - Epoch [37][1800/3757] lr: 9.045e-02, eta: 4 days, 4:21:29, time: 0.861, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4617, loss_cls: 3.6796, loss: 3.6796, grad_norm: 2.1050 2020-07-24 21:16:59,361 - mmaction - INFO - Epoch [37][1820/3757] lr: 9.045e-02, eta: 4 days, 4:22:45, time: 0.717, data_time: 0.002, memory: 5232, top1_acc: 0.2055, top5_acc: 0.4398, loss_cls: 3.8034, loss: 3.8034, grad_norm: 2.0519 2020-07-24 21:17:12,274 - mmaction - INFO - Epoch [37][1840/3757] lr: 9.045e-02, eta: 4 days, 4:21:46, time: 0.646, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4570, loss_cls: 3.6936, loss: 3.6936, grad_norm: 2.0417 2020-07-24 21:17:25,207 - mmaction - INFO - Epoch [37][1860/3757] lr: 9.045e-02, eta: 4 days, 4:20:47, time: 0.647, data_time: 0.003, memory: 5232, top1_acc: 0.2070, top5_acc: 0.4516, loss_cls: 3.7443, loss: 3.7443, grad_norm: 2.0511 2020-07-24 21:17:36,628 - mmaction - INFO - Epoch [37][1880/3757] lr: 9.045e-02, eta: 4 days, 4:17:24, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4469, loss_cls: 3.8040, loss: 3.8040, grad_norm: 2.0576 2020-07-24 21:17:48,081 - mmaction - INFO - Epoch [37][1900/3757] lr: 9.045e-02, eta: 4 days, 4:14:06, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4367, loss_cls: 3.7868, loss: 3.7868, grad_norm: 2.0276 2020-07-24 21:18:05,542 - mmaction - INFO - Epoch [37][1920/3757] lr: 9.045e-02, eta: 4 days, 4:20:19, time: 0.873, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4523, loss_cls: 3.7300, loss: 3.7300, grad_norm: 2.0590 2020-07-24 21:18:18,000 - mmaction - INFO - Epoch [37][1940/3757] lr: 9.045e-02, eta: 4 days, 4:18:37, time: 0.623, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4523, loss_cls: 3.7947, loss: 3.7947, grad_norm: 2.0172 2020-07-24 21:18:30,520 - mmaction - INFO - Epoch [37][1960/3757] lr: 9.045e-02, eta: 4 days, 4:17:01, time: 0.626, data_time: 0.003, memory: 5232, top1_acc: 0.1945, top5_acc: 0.4117, loss_cls: 3.8893, loss: 3.8893, grad_norm: 2.0047 2020-07-24 21:18:41,847 - mmaction - INFO - Epoch [37][1980/3757] lr: 9.045e-02, eta: 4 days, 4:13:33, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4406, loss_cls: 3.7403, loss: 3.7403, grad_norm: 2.0093 2020-07-24 21:18:53,241 - mmaction - INFO - Epoch [37][2000/3757] lr: 9.045e-02, eta: 4 days, 4:10:13, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4414, loss_cls: 3.8198, loss: 3.8198, grad_norm: 2.0524 2020-07-24 21:19:05,672 - mmaction - INFO - Epoch [37][2020/3757] lr: 9.045e-02, eta: 4 days, 4:08:31, time: 0.622, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4273, loss_cls: 3.8068, loss: 3.8068, grad_norm: 2.0486 2020-07-24 21:19:17,037 - mmaction - INFO - Epoch [37][2040/3757] lr: 9.045e-02, eta: 4 days, 4:05:11, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4430, loss_cls: 3.7159, loss: 3.7159, grad_norm: 2.0594 2020-07-24 21:19:29,428 - mmaction - INFO - Epoch [37][2060/3757] lr: 9.045e-02, eta: 4 days, 4:03:27, time: 0.620, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4672, loss_cls: 3.7133, loss: 3.7133, grad_norm: 2.1201 2020-07-24 21:19:40,903 - mmaction - INFO - Epoch [37][2080/3757] lr: 9.045e-02, eta: 4 days, 4:00:19, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.2070, top5_acc: 0.4617, loss_cls: 3.7118, loss: 3.7118, grad_norm: 2.1333 2020-07-24 21:19:53,254 - mmaction - INFO - Epoch [37][2100/3757] lr: 9.045e-02, eta: 4 days, 3:58:31, time: 0.617, data_time: 0.003, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4289, loss_cls: 3.7294, loss: 3.7294, grad_norm: 2.1015 2020-07-24 21:20:05,661 - mmaction - INFO - Epoch [37][2120/3757] lr: 9.045e-02, eta: 4 days, 3:56:51, time: 0.620, data_time: 0.003, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4492, loss_cls: 3.7498, loss: 3.7498, grad_norm: 2.0740 2020-07-24 21:20:23,206 - mmaction - INFO - Epoch [37][2140/3757] lr: 9.045e-02, eta: 4 days, 4:03:01, time: 0.877, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4375, loss_cls: 3.7961, loss: 3.7961, grad_norm: 2.0945 2020-07-24 21:20:40,797 - mmaction - INFO - Epoch [37][2160/3757] lr: 9.045e-02, eta: 4 days, 4:09:12, time: 0.879, data_time: 0.003, memory: 5232, top1_acc: 0.1711, top5_acc: 0.4180, loss_cls: 3.9014, loss: 3.9014, grad_norm: 2.0641 2020-07-24 21:20:54,814 - mmaction - INFO - Epoch [37][2180/3757] lr: 9.045e-02, eta: 4 days, 4:09:56, time: 0.701, data_time: 0.003, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4297, loss_cls: 3.7842, loss: 3.7842, grad_norm: 2.0706 2020-07-24 21:21:08,968 - mmaction - INFO - Epoch [37][2200/3757] lr: 9.045e-02, eta: 4 days, 4:10:52, time: 0.708, data_time: 0.009, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4492, loss_cls: 3.7396, loss: 3.7396, grad_norm: 2.0347 2020-07-24 21:21:20,398 - mmaction - INFO - Epoch [37][2220/3757] lr: 9.045e-02, eta: 4 days, 4:07:43, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4523, loss_cls: 3.8100, loss: 3.8100, grad_norm: 2.0430 2020-07-24 21:21:31,895 - mmaction - INFO - Epoch [37][2240/3757] lr: 9.045e-02, eta: 4 days, 4:04:40, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4570, loss_cls: 3.7560, loss: 3.7560, grad_norm: 2.0521 2020-07-24 21:21:44,358 - mmaction - INFO - Epoch [37][2260/3757] lr: 9.045e-02, eta: 4 days, 4:03:05, time: 0.623, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4836, loss_cls: 3.6054, loss: 3.6054, grad_norm: 2.0346 2020-07-24 21:21:55,783 - mmaction - INFO - Epoch [37][2280/3757] lr: 9.045e-02, eta: 4 days, 3:59:58, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2008, top5_acc: 0.4453, loss_cls: 3.7684, loss: 3.7684, grad_norm: 2.0119 2020-07-24 21:22:08,210 - mmaction - INFO - Epoch [37][2300/3757] lr: 9.045e-02, eta: 4 days, 3:58:21, time: 0.621, data_time: 0.054, memory: 5232, top1_acc: 0.2000, top5_acc: 0.4391, loss_cls: 3.7878, loss: 3.7878, grad_norm: 2.0795 2020-07-24 21:22:21,807 - mmaction - INFO - Epoch [37][2320/3757] lr: 9.045e-02, eta: 4 days, 3:58:29, time: 0.680, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4359, loss_cls: 3.7877, loss: 3.7877, grad_norm: 2.0311 2020-07-24 21:22:34,319 - mmaction - INFO - Epoch [37][2340/3757] lr: 9.045e-02, eta: 4 days, 3:57:01, time: 0.626, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4672, loss_cls: 3.6548, loss: 3.6548, grad_norm: 2.0603 2020-07-24 21:22:47,476 - mmaction - INFO - Epoch [37][2360/3757] lr: 9.045e-02, eta: 4 days, 3:56:29, time: 0.658, data_time: 0.046, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4516, loss_cls: 3.7113, loss: 3.7113, grad_norm: 2.0645 2020-07-24 21:22:58,919 - mmaction - INFO - Epoch [37][2380/3757] lr: 9.045e-02, eta: 4 days, 3:53:28, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2070, top5_acc: 0.4516, loss_cls: 3.7546, loss: 3.7546, grad_norm: 2.1126 2020-07-24 21:23:10,302 - mmaction - INFO - Epoch [37][2400/3757] lr: 9.045e-02, eta: 4 days, 3:50:22, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4437, loss_cls: 3.7886, loss: 3.7886, grad_norm: 2.0850 2020-07-24 21:23:21,755 - mmaction - INFO - Epoch [37][2420/3757] lr: 9.045e-02, eta: 4 days, 3:47:23, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4695, loss_cls: 3.6911, loss: 3.6911, grad_norm: 2.0309 2020-07-24 21:23:33,163 - mmaction - INFO - Epoch [37][2440/3757] lr: 9.045e-02, eta: 4 days, 3:44:21, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2070, top5_acc: 0.4461, loss_cls: 3.7676, loss: 3.7676, grad_norm: 2.0838 2020-07-24 21:23:45,577 - mmaction - INFO - Epoch [37][2460/3757] lr: 9.045e-02, eta: 4 days, 3:42:49, time: 0.621, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4508, loss_cls: 3.6664, loss: 3.6664, grad_norm: 2.0243 2020-07-24 21:24:00,964 - mmaction - INFO - Epoch [37][2480/3757] lr: 9.045e-02, eta: 4 days, 3:45:33, time: 0.769, data_time: 0.003, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4547, loss_cls: 3.7018, loss: 3.7018, grad_norm: 2.0824 2020-07-24 21:24:17,955 - mmaction - INFO - Epoch [37][2500/3757] lr: 9.045e-02, eta: 4 days, 3:50:35, time: 0.850, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4359, loss_cls: 3.7537, loss: 3.7537, grad_norm: 2.0600 2020-07-24 21:24:30,752 - mmaction - INFO - Epoch [37][2520/3757] lr: 9.045e-02, eta: 4 days, 3:49:32, time: 0.639, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4422, loss_cls: 3.7506, loss: 3.7506, grad_norm: 2.0632 2020-07-24 21:24:47,080 - mmaction - INFO - Epoch [37][2540/3757] lr: 9.045e-02, eta: 4 days, 3:53:35, time: 0.817, data_time: 0.003, memory: 5232, top1_acc: 0.2055, top5_acc: 0.4219, loss_cls: 3.8517, loss: 3.8517, grad_norm: 2.1054 2020-07-24 21:24:58,532 - mmaction - INFO - Epoch [37][2560/3757] lr: 9.045e-02, eta: 4 days, 3:50:39, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4445, loss_cls: 3.7253, loss: 3.7253, grad_norm: 2.0382 2020-07-24 21:25:11,048 - mmaction - INFO - Epoch [37][2580/3757] lr: 9.045e-02, eta: 4 days, 3:49:15, time: 0.626, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4477, loss_cls: 3.8393, loss: 3.8393, grad_norm: 2.1072 2020-07-24 21:25:22,560 - mmaction - INFO - Epoch [37][2600/3757] lr: 9.045e-02, eta: 4 days, 3:46:26, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4508, loss_cls: 3.7574, loss: 3.7574, grad_norm: 2.0000 2020-07-24 21:25:35,160 - mmaction - INFO - Epoch [37][2620/3757] lr: 9.045e-02, eta: 4 days, 3:45:10, time: 0.630, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4500, loss_cls: 3.7667, loss: 3.7667, grad_norm: 2.0752 2020-07-24 21:25:48,455 - mmaction - INFO - Epoch [37][2640/3757] lr: 9.045e-02, eta: 4 days, 3:44:53, time: 0.665, data_time: 0.004, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4617, loss_cls: 3.7276, loss: 3.7276, grad_norm: 2.0212 2020-07-24 21:26:00,827 - mmaction - INFO - Epoch [37][2660/3757] lr: 9.045e-02, eta: 4 days, 3:43:19, time: 0.619, data_time: 0.001, memory: 5232, top1_acc: 0.1898, top5_acc: 0.4125, loss_cls: 3.8780, loss: 3.8780, grad_norm: 2.0424 2020-07-24 21:26:13,238 - mmaction - INFO - Epoch [37][2680/3757] lr: 9.045e-02, eta: 4 days, 3:41:48, time: 0.620, data_time: 0.002, memory: 5232, top1_acc: 0.2102, top5_acc: 0.4641, loss_cls: 3.7104, loss: 3.7104, grad_norm: 2.0374 2020-07-24 21:26:28,466 - mmaction - INFO - Epoch [37][2700/3757] lr: 9.045e-02, eta: 4 days, 3:44:11, time: 0.761, data_time: 0.100, memory: 5232, top1_acc: 0.1977, top5_acc: 0.4437, loss_cls: 3.7615, loss: 3.7615, grad_norm: 2.0449 2020-07-24 21:26:41,038 - mmaction - INFO - Epoch [37][2720/3757] lr: 9.045e-02, eta: 4 days, 3:42:55, time: 0.629, data_time: 0.057, memory: 5232, top1_acc: 0.2062, top5_acc: 0.4289, loss_cls: 3.8039, loss: 3.8039, grad_norm: 2.0480 2020-07-24 21:26:54,949 - mmaction - INFO - Epoch [37][2740/3757] lr: 9.045e-02, eta: 4 days, 3:43:29, time: 0.695, data_time: 0.003, memory: 5232, top1_acc: 0.2102, top5_acc: 0.4281, loss_cls: 3.7979, loss: 3.7979, grad_norm: 2.0324 2020-07-24 21:27:06,750 - mmaction - INFO - Epoch [37][2760/3757] lr: 9.045e-02, eta: 4 days, 3:41:09, time: 0.590, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4547, loss_cls: 3.7727, loss: 3.7727, grad_norm: 2.0342 2020-07-24 21:27:18,207 - mmaction - INFO - Epoch [37][2780/3757] lr: 9.045e-02, eta: 4 days, 3:38:20, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.1969, top5_acc: 0.4125, loss_cls: 3.8472, loss: 3.8472, grad_norm: 2.0730 2020-07-24 21:27:29,636 - mmaction - INFO - Epoch [37][2800/3757] lr: 9.045e-02, eta: 4 days, 3:35:32, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.1859, top5_acc: 0.4531, loss_cls: 3.8252, loss: 3.8252, grad_norm: 2.0872 2020-07-24 21:27:42,385 - mmaction - INFO - Epoch [37][2820/3757] lr: 9.045e-02, eta: 4 days, 3:34:31, time: 0.637, data_time: 0.003, memory: 5232, top1_acc: 0.1930, top5_acc: 0.4578, loss_cls: 3.8133, loss: 3.8133, grad_norm: 2.0877 2020-07-24 21:27:54,887 - mmaction - INFO - Epoch [37][2840/3757] lr: 9.045e-02, eta: 4 days, 3:33:11, time: 0.625, data_time: 0.003, memory: 5232, top1_acc: 0.1875, top5_acc: 0.4211, loss_cls: 3.8585, loss: 3.8585, grad_norm: 2.0629 2020-07-24 21:28:07,441 - mmaction - INFO - Epoch [37][2860/3757] lr: 9.045e-02, eta: 4 days, 3:31:55, time: 0.627, data_time: 0.003, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4477, loss_cls: 3.7319, loss: 3.7319, grad_norm: 2.0390 2020-07-24 21:28:20,598 - mmaction - INFO - Epoch [37][2880/3757] lr: 9.045e-02, eta: 4 days, 3:31:29, time: 0.658, data_time: 0.093, memory: 5232, top1_acc: 0.1961, top5_acc: 0.4406, loss_cls: 3.7607, loss: 3.7607, grad_norm: 2.0914 2020-07-24 21:28:33,226 - mmaction - INFO - Epoch [37][2900/3757] lr: 9.045e-02, eta: 4 days, 3:30:20, time: 0.631, data_time: 0.003, memory: 5232, top1_acc: 0.2078, top5_acc: 0.4477, loss_cls: 3.7192, loss: 3.7192, grad_norm: 2.0397 2020-07-24 21:28:45,671 - mmaction - INFO - Epoch [37][2920/3757] lr: 9.045e-02, eta: 4 days, 3:28:57, time: 0.622, data_time: 0.003, memory: 5232, top1_acc: 0.1969, top5_acc: 0.4328, loss_cls: 3.8603, loss: 3.8603, grad_norm: 2.0609 2020-07-24 21:28:58,024 - mmaction - INFO - Epoch [37][2940/3757] lr: 9.045e-02, eta: 4 days, 3:27:26, time: 0.618, data_time: 0.003, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4492, loss_cls: 3.7335, loss: 3.7335, grad_norm: 2.0145 2020-07-24 21:29:10,586 - mmaction - INFO - Epoch [37][2960/3757] lr: 9.045e-02, eta: 4 days, 3:26:13, time: 0.628, data_time: 0.010, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4398, loss_cls: 3.8524, loss: 3.8524, grad_norm: 2.0366 2020-07-24 21:29:23,597 - mmaction - INFO - Epoch [37][2980/3757] lr: 9.045e-02, eta: 4 days, 3:25:37, time: 0.651, data_time: 0.089, memory: 5232, top1_acc: 0.2102, top5_acc: 0.4609, loss_cls: 3.7113, loss: 3.7113, grad_norm: 2.0460 2020-07-24 21:29:40,160 - mmaction - INFO - Epoch [37][3000/3757] lr: 9.045e-02, eta: 4 days, 3:29:42, time: 0.828, data_time: 0.063, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4430, loss_cls: 3.7394, loss: 3.7394, grad_norm: 2.0206 2020-07-24 21:29:52,791 - mmaction - INFO - Epoch [37][3020/3757] lr: 9.045e-02, eta: 4 days, 3:28:35, time: 0.632, data_time: 0.003, memory: 5232, top1_acc: 0.2078, top5_acc: 0.4422, loss_cls: 3.7788, loss: 3.7788, grad_norm: 2.1291 2020-07-24 21:30:11,751 - mmaction - INFO - Epoch [37][3040/3757] lr: 9.045e-02, eta: 4 days, 3:35:49, time: 0.948, data_time: 0.021, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4414, loss_cls: 3.7831, loss: 3.7831, grad_norm: 2.0605 2020-07-24 21:30:28,191 - mmaction - INFO - Epoch [37][3060/3757] lr: 9.045e-02, eta: 4 days, 3:39:40, time: 0.821, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4391, loss_cls: 3.7788, loss: 3.7788, grad_norm: 2.0960 2020-07-24 21:30:39,596 - mmaction - INFO - Epoch [37][3080/3757] lr: 9.045e-02, eta: 4 days, 3:36:56, time: 0.571, data_time: 0.001, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4477, loss_cls: 3.7502, loss: 3.7502, grad_norm: 2.0468 2020-07-24 21:30:52,146 - mmaction - INFO - Epoch [37][3100/3757] lr: 9.045e-02, eta: 4 days, 3:35:41, time: 0.627, data_time: 0.002, memory: 5232, top1_acc: 0.2047, top5_acc: 0.4352, loss_cls: 3.8696, loss: 3.8696, grad_norm: 2.0354 2020-07-24 21:31:06,543 - mmaction - INFO - Epoch [37][3120/3757] lr: 9.045e-02, eta: 4 days, 3:36:49, time: 0.719, data_time: 0.003, memory: 5232, top1_acc: 0.2008, top5_acc: 0.4484, loss_cls: 3.7796, loss: 3.7796, grad_norm: 2.0604 2020-07-24 21:31:20,865 - mmaction - INFO - Epoch [37][3140/3757] lr: 9.045e-02, eta: 4 days, 3:37:54, time: 0.717, data_time: 0.004, memory: 5232, top1_acc: 0.1984, top5_acc: 0.4367, loss_cls: 3.8249, loss: 3.8249, grad_norm: 2.0444 2020-07-24 21:31:33,347 - mmaction - INFO - Epoch [37][3160/3757] lr: 9.045e-02, eta: 4 days, 3:36:35, time: 0.624, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4461, loss_cls: 3.7578, loss: 3.7578, grad_norm: 2.0509 2020-07-24 21:31:51,364 - mmaction - INFO - Epoch [37][3180/3757] lr: 9.045e-02, eta: 4 days, 3:42:24, time: 0.901, data_time: 0.007, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4508, loss_cls: 3.7671, loss: 3.7671, grad_norm: 2.0606 2020-07-24 21:32:04,716 - mmaction - INFO - Epoch [37][3200/3757] lr: 9.045e-02, eta: 4 days, 3:42:10, time: 0.667, data_time: 0.003, memory: 5232, top1_acc: 0.1898, top5_acc: 0.4406, loss_cls: 3.8254, loss: 3.8254, grad_norm: 2.1065 2020-07-24 21:32:19,148 - mmaction - INFO - Epoch [37][3220/3757] lr: 9.045e-02, eta: 4 days, 3:43:21, time: 0.722, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4539, loss_cls: 3.7622, loss: 3.7622, grad_norm: 2.0327 2020-07-24 21:32:31,747 - mmaction - INFO - Epoch [37][3240/3757] lr: 9.045e-02, eta: 4 days, 3:42:10, time: 0.630, data_time: 0.003, memory: 5232, top1_acc: 0.2086, top5_acc: 0.4500, loss_cls: 3.7296, loss: 3.7296, grad_norm: 2.1137 2020-07-24 21:32:49,415 - mmaction - INFO - Epoch [37][3260/3757] lr: 9.045e-02, eta: 4 days, 3:47:28, time: 0.883, data_time: 0.267, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4766, loss_cls: 3.6522, loss: 3.6522, grad_norm: 2.0942 2020-07-24 21:33:03,947 - mmaction - INFO - Epoch [37][3280/3757] lr: 9.045e-02, eta: 4 days, 3:48:44, time: 0.727, data_time: 0.049, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4422, loss_cls: 3.7092, loss: 3.7092, grad_norm: 2.0806 2020-07-24 21:33:25,521 - mmaction - INFO - Epoch [37][3300/3757] lr: 9.045e-02, eta: 4 days, 3:58:55, time: 1.078, data_time: 0.002, memory: 5232, top1_acc: 0.2031, top5_acc: 0.4344, loss_cls: 3.8045, loss: 3.8045, grad_norm: 2.0455 2020-07-24 21:33:40,012 - mmaction - INFO - Epoch [37][3320/3757] lr: 9.045e-02, eta: 4 days, 4:00:07, time: 0.725, data_time: 0.001, memory: 5232, top1_acc: 0.1906, top5_acc: 0.4414, loss_cls: 3.8002, loss: 3.8002, grad_norm: 2.0827 2020-07-24 21:33:54,716 - mmaction - INFO - Epoch [37][3340/3757] lr: 9.045e-02, eta: 4 days, 4:01:32, time: 0.735, data_time: 0.002, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4477, loss_cls: 3.7135, loss: 3.7135, grad_norm: 2.0499 2020-07-24 21:34:11,415 - mmaction - INFO - Epoch [37][3360/3757] lr: 9.045e-02, eta: 4 days, 4:05:29, time: 0.835, data_time: 0.004, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4492, loss_cls: 3.7723, loss: 3.7723, grad_norm: 2.0628 2020-07-24 21:34:23,935 - mmaction - INFO - Epoch [37][3380/3757] lr: 9.045e-02, eta: 4 days, 4:04:08, time: 0.626, data_time: 0.059, memory: 5232, top1_acc: 0.2000, top5_acc: 0.4406, loss_cls: 3.7863, loss: 3.7863, grad_norm: 2.0625 2020-07-24 21:34:36,331 - mmaction - INFO - Epoch [37][3400/3757] lr: 9.045e-02, eta: 4 days, 4:02:39, time: 0.619, data_time: 0.055, memory: 5232, top1_acc: 0.2086, top5_acc: 0.4406, loss_cls: 3.7805, loss: 3.7805, grad_norm: 2.0607 2020-07-24 21:34:53,998 - mmaction - INFO - Epoch [37][3420/3757] lr: 9.045e-02, eta: 4 days, 4:07:46, time: 0.884, data_time: 0.004, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4586, loss_cls: 3.6961, loss: 3.6961, grad_norm: 2.0267 2020-07-24 21:35:16,556 - mmaction - INFO - Epoch [37][3440/3757] lr: 9.045e-02, eta: 4 days, 4:18:56, time: 1.128, data_time: 0.240, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4547, loss_cls: 3.7033, loss: 3.7033, grad_norm: 2.1063 2020-07-24 21:35:33,643 - mmaction - INFO - Epoch [37][3460/3757] lr: 9.045e-02, eta: 4 days, 4:23:15, time: 0.854, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4664, loss_cls: 3.6735, loss: 3.6735, grad_norm: 2.0831 2020-07-24 21:35:52,122 - mmaction - INFO - Epoch [37][3480/3757] lr: 9.045e-02, eta: 4 days, 4:29:15, time: 0.924, data_time: 0.062, memory: 5232, top1_acc: 0.2078, top5_acc: 0.4391, loss_cls: 3.7811, loss: 3.7811, grad_norm: 2.0901 2020-07-24 21:36:04,612 - mmaction - INFO - Epoch [37][3500/3757] lr: 9.045e-02, eta: 4 days, 4:27:49, time: 0.624, data_time: 0.006, memory: 5232, top1_acc: 0.2031, top5_acc: 0.4500, loss_cls: 3.8299, loss: 3.8299, grad_norm: 2.0416 2020-07-24 21:36:21,017 - mmaction - INFO - Epoch [37][3520/3757] lr: 9.045e-02, eta: 4 days, 4:31:13, time: 0.820, data_time: 0.003, memory: 5232, top1_acc: 0.2102, top5_acc: 0.4570, loss_cls: 3.7598, loss: 3.7598, grad_norm: 2.0849 2020-07-24 21:36:40,678 - mmaction - INFO - Epoch [37][3540/3757] lr: 9.045e-02, eta: 4 days, 4:38:36, time: 0.983, data_time: 0.004, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4461, loss_cls: 3.7582, loss: 3.7582, grad_norm: 2.0395 2020-07-24 21:37:01,049 - mmaction - INFO - Epoch [37][3560/3757] lr: 9.045e-02, eta: 4 days, 4:46:49, time: 1.019, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4750, loss_cls: 3.7030, loss: 3.7030, grad_norm: 2.0699 2020-07-24 21:37:14,317 - mmaction - INFO - Epoch [37][3580/3757] lr: 9.045e-02, eta: 4 days, 4:46:17, time: 0.663, data_time: 0.032, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4406, loss_cls: 3.7659, loss: 3.7659, grad_norm: 2.1168 2020-07-24 21:37:27,824 - mmaction - INFO - Epoch [37][3600/3757] lr: 9.045e-02, eta: 4 days, 4:46:06, time: 0.676, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4430, loss_cls: 3.7675, loss: 3.7675, grad_norm: 2.0910 2020-07-24 21:37:42,151 - mmaction - INFO - Epoch [37][3620/3757] lr: 9.045e-02, eta: 4 days, 4:46:52, time: 0.716, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4695, loss_cls: 3.6543, loss: 3.6543, grad_norm: 2.0426 2020-07-24 21:37:55,464 - mmaction - INFO - Epoch [37][3640/3757] lr: 9.045e-02, eta: 4 days, 4:46:25, time: 0.666, data_time: 0.077, memory: 5232, top1_acc: 0.1891, top5_acc: 0.4430, loss_cls: 3.7928, loss: 3.7928, grad_norm: 2.0893 2020-07-24 21:38:06,835 - mmaction - INFO - Epoch [37][3660/3757] lr: 9.045e-02, eta: 4 days, 4:43:37, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2023, top5_acc: 0.4375, loss_cls: 3.7511, loss: 3.7511, grad_norm: 2.0947 2020-07-24 21:38:19,495 - mmaction - INFO - Epoch [37][3680/3757] lr: 9.045e-02, eta: 4 days, 4:42:23, time: 0.633, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4547, loss_cls: 3.7020, loss: 3.7020, grad_norm: 2.0999 2020-07-24 21:38:32,088 - mmaction - INFO - Epoch [37][3700/3757] lr: 9.045e-02, eta: 4 days, 4:41:04, time: 0.629, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4336, loss_cls: 3.8266, loss: 3.8266, grad_norm: 2.1253 2020-07-24 21:38:43,616 - mmaction - INFO - Epoch [37][3720/3757] lr: 9.045e-02, eta: 4 days, 4:38:29, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2031, top5_acc: 0.4375, loss_cls: 3.7719, loss: 3.7719, grad_norm: 2.0748 2020-07-24 21:38:55,062 - mmaction - INFO - Epoch [37][3740/3757] lr: 9.045e-02, eta: 4 days, 4:35:50, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4422, loss_cls: 3.7875, loss: 3.7875, grad_norm: 1.9865 2020-07-24 21:42:06,251 - mmaction - INFO - Epoch [38][20/3757] lr: 8.993e-02, eta: 4 days, 7:32:57, time: 8.717, data_time: 7.739, memory: 5232, top1_acc: 0.2016, top5_acc: 0.4383, loss_cls: 3.7699, loss: 3.7699, grad_norm: 2.0798 2020-07-24 21:42:17,473 - mmaction - INFO - Epoch [38][40/3757] lr: 8.993e-02, eta: 4 days, 7:29:35, time: 0.561, data_time: 0.001, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4539, loss_cls: 3.7745, loss: 3.7745, grad_norm: 2.0548 2020-07-24 21:42:28,851 - mmaction - INFO - Epoch [38][60/3757] lr: 8.993e-02, eta: 4 days, 7:26:24, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4367, loss_cls: 3.7424, loss: 3.7424, grad_norm: 1.9947 2020-07-24 21:42:40,091 - mmaction - INFO - Epoch [38][80/3757] lr: 8.993e-02, eta: 4 days, 7:23:04, time: 0.561, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4484, loss_cls: 3.6733, loss: 3.6733, grad_norm: 2.0281 2020-07-24 21:42:52,764 - mmaction - INFO - Epoch [38][100/3757] lr: 8.993e-02, eta: 4 days, 7:21:27, time: 0.634, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4813, loss_cls: 3.6417, loss: 3.6417, grad_norm: 2.0665 2020-07-24 21:43:11,631 - mmaction - INFO - Epoch [38][120/3757] lr: 8.993e-02, eta: 4 days, 7:27:06, time: 0.944, data_time: 0.005, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4461, loss_cls: 3.7677, loss: 3.7677, grad_norm: 2.1080 2020-07-24 21:43:23,041 - mmaction - INFO - Epoch [38][140/3757] lr: 8.993e-02, eta: 4 days, 7:24:00, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4695, loss_cls: 3.6916, loss: 3.6916, grad_norm: 2.0841 2020-07-24 21:43:34,408 - mmaction - INFO - Epoch [38][160/3757] lr: 8.993e-02, eta: 4 days, 7:20:51, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4437, loss_cls: 3.7798, loss: 3.7798, grad_norm: 2.0881 2020-07-24 21:43:45,793 - mmaction - INFO - Epoch [38][180/3757] lr: 8.993e-02, eta: 4 days, 7:17:45, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4320, loss_cls: 3.8115, loss: 3.8115, grad_norm: 2.0907 2020-07-24 21:43:57,176 - mmaction - INFO - Epoch [38][200/3757] lr: 8.993e-02, eta: 4 days, 7:14:39, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4516, loss_cls: 3.7295, loss: 3.7295, grad_norm: 1.9935 2020-07-24 21:44:08,514 - mmaction - INFO - Epoch [38][220/3757] lr: 8.993e-02, eta: 4 days, 7:11:32, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4555, loss_cls: 3.7586, loss: 3.7586, grad_norm: 2.1152 2020-07-24 21:44:19,882 - mmaction - INFO - Epoch [38][240/3757] lr: 8.993e-02, eta: 4 days, 7:08:27, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2016, top5_acc: 0.4367, loss_cls: 3.7470, loss: 3.7470, grad_norm: 2.0667 2020-07-24 21:44:31,221 - mmaction - INFO - Epoch [38][260/3757] lr: 8.993e-02, eta: 4 days, 7:05:21, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4531, loss_cls: 3.7437, loss: 3.7437, grad_norm: 2.0282 2020-07-24 21:44:43,732 - mmaction - INFO - Epoch [38][280/3757] lr: 8.993e-02, eta: 4 days, 7:03:37, time: 0.625, data_time: 0.002, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4516, loss_cls: 3.7247, loss: 3.7247, grad_norm: 2.0612 2020-07-24 21:44:58,431 - mmaction - INFO - Epoch [38][300/3757] lr: 8.993e-02, eta: 4 days, 7:04:24, time: 0.735, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4555, loss_cls: 3.7364, loss: 3.7364, grad_norm: 2.0425 2020-07-24 21:45:10,907 - mmaction - INFO - Epoch [38][320/3757] lr: 8.993e-02, eta: 4 days, 7:02:38, time: 0.624, data_time: 0.003, memory: 5232, top1_acc: 0.2055, top5_acc: 0.4539, loss_cls: 3.7720, loss: 3.7720, grad_norm: 2.0893 2020-07-24 21:45:22,343 - mmaction - INFO - Epoch [38][340/3757] lr: 8.993e-02, eta: 4 days, 6:59:41, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4617, loss_cls: 3.7452, loss: 3.7452, grad_norm: 2.0500 2020-07-24 21:45:34,762 - mmaction - INFO - Epoch [38][360/3757] lr: 8.993e-02, eta: 4 days, 6:57:53, time: 0.621, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4289, loss_cls: 3.8007, loss: 3.8007, grad_norm: 2.1080 2020-07-24 21:45:46,202 - mmaction - INFO - Epoch [38][380/3757] lr: 8.993e-02, eta: 4 days, 6:54:57, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2094, top5_acc: 0.4437, loss_cls: 3.7307, loss: 3.7307, grad_norm: 2.0618 2020-07-24 21:45:57,619 - mmaction - INFO - Epoch [38][400/3757] lr: 8.993e-02, eta: 4 days, 6:52:01, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4539, loss_cls: 3.7284, loss: 3.7284, grad_norm: 2.0808 2020-07-24 21:46:09,931 - mmaction - INFO - Epoch [38][420/3757] lr: 8.993e-02, eta: 4 days, 6:50:08, time: 0.616, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4391, loss_cls: 3.7817, loss: 3.7817, grad_norm: 2.0869 2020-07-24 21:46:24,417 - mmaction - INFO - Epoch [38][440/3757] lr: 8.993e-02, eta: 4 days, 6:50:40, time: 0.724, data_time: 0.008, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4258, loss_cls: 3.8363, loss: 3.8363, grad_norm: 2.1124 2020-07-24 21:46:37,105 - mmaction - INFO - Epoch [38][460/3757] lr: 8.993e-02, eta: 4 days, 6:49:12, time: 0.634, data_time: 0.073, memory: 5232, top1_acc: 0.2047, top5_acc: 0.4539, loss_cls: 3.7763, loss: 3.7763, grad_norm: 2.0648 2020-07-24 21:46:48,518 - mmaction - INFO - Epoch [38][480/3757] lr: 8.993e-02, eta: 4 days, 6:46:19, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.1984, top5_acc: 0.4414, loss_cls: 3.7861, loss: 3.7861, grad_norm: 2.1148 2020-07-24 21:46:59,960 - mmaction - INFO - Epoch [38][500/3757] lr: 8.993e-02, eta: 4 days, 6:43:28, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2102, top5_acc: 0.4555, loss_cls: 3.6901, loss: 3.6901, grad_norm: 2.0675 2020-07-24 21:47:12,362 - mmaction - INFO - Epoch [38][520/3757] lr: 8.993e-02, eta: 4 days, 6:41:42, time: 0.619, data_time: 0.003, memory: 5232, top1_acc: 0.2078, top5_acc: 0.4430, loss_cls: 3.7437, loss: 3.7437, grad_norm: 2.0801 2020-07-24 21:47:25,808 - mmaction - INFO - Epoch [38][540/3757] lr: 8.993e-02, eta: 4 days, 6:41:06, time: 0.673, data_time: 0.003, memory: 5232, top1_acc: 0.1953, top5_acc: 0.4398, loss_cls: 3.8508, loss: 3.8508, grad_norm: 2.0528 2020-07-24 21:47:37,180 - mmaction - INFO - Epoch [38][560/3757] lr: 8.993e-02, eta: 4 days, 6:38:13, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4688, loss_cls: 3.6690, loss: 3.6690, grad_norm: 2.0155 2020-07-24 21:47:49,628 - mmaction - INFO - Epoch [38][580/3757] lr: 8.993e-02, eta: 4 days, 6:36:32, time: 0.623, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4578, loss_cls: 3.7389, loss: 3.7389, grad_norm: 2.0736 2020-07-24 21:48:00,969 - mmaction - INFO - Epoch [38][600/3757] lr: 8.993e-02, eta: 4 days, 6:33:37, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4625, loss_cls: 3.7285, loss: 3.7285, grad_norm: 2.0514 2020-07-24 21:48:13,511 - mmaction - INFO - Epoch [38][620/3757] lr: 8.993e-02, eta: 4 days, 6:32:03, time: 0.627, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4930, loss_cls: 3.5726, loss: 3.5726, grad_norm: 2.0522 2020-07-24 21:48:25,868 - mmaction - INFO - Epoch [38][640/3757] lr: 8.993e-02, eta: 4 days, 6:30:17, time: 0.617, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4562, loss_cls: 3.7264, loss: 3.7264, grad_norm: 2.1393 2020-07-24 21:48:38,364 - mmaction - INFO - Epoch [38][660/3757] lr: 8.993e-02, eta: 4 days, 6:28:40, time: 0.625, data_time: 0.064, memory: 5232, top1_acc: 0.2008, top5_acc: 0.4617, loss_cls: 3.6956, loss: 3.6956, grad_norm: 2.1051 2020-07-24 21:48:49,629 - mmaction - INFO - Epoch [38][680/3757] lr: 8.993e-02, eta: 4 days, 6:25:44, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.1953, top5_acc: 0.4164, loss_cls: 3.8362, loss: 3.8362, grad_norm: 2.0862 2020-07-24 21:49:02,189 - mmaction - INFO - Epoch [38][700/3757] lr: 8.993e-02, eta: 4 days, 6:24:14, time: 0.628, data_time: 0.003, memory: 5232, top1_acc: 0.2031, top5_acc: 0.4422, loss_cls: 3.7528, loss: 3.7528, grad_norm: 2.0392 2020-07-24 21:49:13,610 - mmaction - INFO - Epoch [38][720/3757] lr: 8.993e-02, eta: 4 days, 6:21:28, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4492, loss_cls: 3.6669, loss: 3.6669, grad_norm: 1.9760 2020-07-24 21:49:25,109 - mmaction - INFO - Epoch [38][740/3757] lr: 8.993e-02, eta: 4 days, 6:18:50, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4672, loss_cls: 3.6605, loss: 3.6605, grad_norm: 2.0482 2020-07-24 21:49:36,532 - mmaction - INFO - Epoch [38][760/3757] lr: 8.993e-02, eta: 4 days, 6:16:05, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2023, top5_acc: 0.4445, loss_cls: 3.8016, loss: 3.8016, grad_norm: 2.1121 2020-07-24 21:49:52,183 - mmaction - INFO - Epoch [38][780/3757] lr: 8.993e-02, eta: 4 days, 6:17:56, time: 0.782, data_time: 0.164, memory: 5232, top1_acc: 0.2031, top5_acc: 0.4203, loss_cls: 3.8033, loss: 3.8033, grad_norm: 2.0650 2020-07-24 21:50:03,726 - mmaction - INFO - Epoch [38][800/3757] lr: 8.993e-02, eta: 4 days, 6:15:22, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4359, loss_cls: 3.7669, loss: 3.7669, grad_norm: 2.0964 2020-07-24 21:50:21,274 - mmaction - INFO - Epoch [38][820/3757] lr: 8.993e-02, eta: 4 days, 6:19:14, time: 0.877, data_time: 0.003, memory: 5232, top1_acc: 0.1969, top5_acc: 0.4414, loss_cls: 3.7540, loss: 3.7540, grad_norm: 2.0569 2020-07-24 21:50:34,334 - mmaction - INFO - Epoch [38][840/3757] lr: 8.993e-02, eta: 4 days, 6:18:17, time: 0.653, data_time: 0.002, memory: 5232, top1_acc: 0.2016, top5_acc: 0.4492, loss_cls: 3.7769, loss: 3.7769, grad_norm: 2.0399 2020-07-24 21:50:45,808 - mmaction - INFO - Epoch [38][860/3757] lr: 8.993e-02, eta: 4 days, 6:15:39, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2062, top5_acc: 0.4578, loss_cls: 3.7366, loss: 3.7366, grad_norm: 2.0506 2020-07-24 21:50:57,370 - mmaction - INFO - Epoch [38][880/3757] lr: 8.993e-02, eta: 4 days, 6:13:06, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4602, loss_cls: 3.7291, loss: 3.7291, grad_norm: 2.0002 2020-07-24 21:51:08,821 - mmaction - INFO - Epoch [38][900/3757] lr: 8.993e-02, eta: 4 days, 6:10:28, time: 0.573, data_time: 0.001, memory: 5232, top1_acc: 0.2086, top5_acc: 0.4328, loss_cls: 3.7315, loss: 3.7315, grad_norm: 2.0654 2020-07-24 21:51:20,153 - mmaction - INFO - Epoch [38][920/3757] lr: 8.993e-02, eta: 4 days, 6:07:43, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4664, loss_cls: 3.6235, loss: 3.6235, grad_norm: 2.0541 2020-07-24 21:51:32,578 - mmaction - INFO - Epoch [38][940/3757] lr: 8.993e-02, eta: 4 days, 6:06:07, time: 0.621, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4570, loss_cls: 3.6413, loss: 3.6413, grad_norm: 2.0956 2020-07-24 21:51:43,955 - mmaction - INFO - Epoch [38][960/3757] lr: 8.993e-02, eta: 4 days, 6:03:26, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4516, loss_cls: 3.7493, loss: 3.7493, grad_norm: 2.1205 2020-07-24 21:51:56,461 - mmaction - INFO - Epoch [38][980/3757] lr: 8.993e-02, eta: 4 days, 6:01:57, time: 0.625, data_time: 0.003, memory: 5232, top1_acc: 0.2055, top5_acc: 0.4414, loss_cls: 3.8411, loss: 3.8411, grad_norm: 2.0778 2020-07-24 21:52:11,627 - mmaction - INFO - Epoch [38][1000/3757] lr: 8.993e-02, eta: 4 days, 6:03:15, time: 0.758, data_time: 0.004, memory: 5232, top1_acc: 0.2094, top5_acc: 0.4469, loss_cls: 3.7833, loss: 3.7833, grad_norm: 2.0330 2020-07-24 21:52:24,020 - mmaction - INFO - Epoch [38][1020/3757] lr: 8.993e-02, eta: 4 days, 6:01:40, time: 0.620, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4703, loss_cls: 3.6680, loss: 3.6680, grad_norm: 2.0058 2020-07-24 21:52:35,454 - mmaction - INFO - Epoch [38][1040/3757] lr: 8.993e-02, eta: 4 days, 5:59:05, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.1914, top5_acc: 0.4508, loss_cls: 3.7979, loss: 3.7979, grad_norm: 2.0612 2020-07-24 21:52:46,867 - mmaction - INFO - Epoch [38][1060/3757] lr: 8.993e-02, eta: 4 days, 5:56:28, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4414, loss_cls: 3.7656, loss: 3.7656, grad_norm: 2.0370 2020-07-24 21:52:59,274 - mmaction - INFO - Epoch [38][1080/3757] lr: 8.993e-02, eta: 4 days, 5:54:55, time: 0.621, data_time: 0.056, memory: 5232, top1_acc: 0.2055, top5_acc: 0.4562, loss_cls: 3.7862, loss: 3.7862, grad_norm: 2.0346 2020-07-24 21:53:10,669 - mmaction - INFO - Epoch [38][1100/3757] lr: 8.993e-02, eta: 4 days, 5:52:18, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4531, loss_cls: 3.7318, loss: 3.7318, grad_norm: 2.0344 2020-07-24 21:53:23,809 - mmaction - INFO - Epoch [38][1120/3757] lr: 8.993e-02, eta: 4 days, 5:51:31, time: 0.657, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4523, loss_cls: 3.7204, loss: 3.7204, grad_norm: 1.9943 2020-07-24 21:53:45,735 - mmaction - INFO - Epoch [38][1140/3757] lr: 8.993e-02, eta: 4 days, 5:59:48, time: 1.096, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4727, loss_cls: 3.6960, loss: 3.6960, grad_norm: 2.0971 2020-07-24 21:53:57,181 - mmaction - INFO - Epoch [38][1160/3757] lr: 8.993e-02, eta: 4 days, 5:57:15, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4672, loss_cls: 3.6945, loss: 3.6945, grad_norm: 2.0952 2020-07-24 21:54:08,698 - mmaction - INFO - Epoch [38][1180/3757] lr: 8.993e-02, eta: 4 days, 5:54:47, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2070, top5_acc: 0.4359, loss_cls: 3.7865, loss: 3.7865, grad_norm: 2.1230 2020-07-24 21:54:26,629 - mmaction - INFO - Epoch [38][1200/3757] lr: 8.993e-02, eta: 4 days, 5:58:55, time: 0.897, data_time: 0.003, memory: 5232, top1_acc: 0.2023, top5_acc: 0.4375, loss_cls: 3.7889, loss: 3.7889, grad_norm: 2.0500 2020-07-24 21:54:45,067 - mmaction - INFO - Epoch [38][1220/3757] lr: 8.993e-02, eta: 4 days, 6:03:32, time: 0.922, data_time: 0.098, memory: 5232, top1_acc: 0.1992, top5_acc: 0.4234, loss_cls: 3.8254, loss: 3.8254, grad_norm: 2.0911 2020-07-24 21:54:56,440 - mmaction - INFO - Epoch [38][1240/3757] lr: 8.993e-02, eta: 4 days, 6:00:55, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4531, loss_cls: 3.7456, loss: 3.7456, grad_norm: 2.0308 2020-07-24 21:55:11,164 - mmaction - INFO - Epoch [38][1260/3757] lr: 8.993e-02, eta: 4 days, 6:01:43, time: 0.736, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4617, loss_cls: 3.6204, loss: 3.6204, grad_norm: 1.9982 2020-07-24 21:55:22,546 - mmaction - INFO - Epoch [38][1280/3757] lr: 8.993e-02, eta: 4 days, 5:59:09, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4672, loss_cls: 3.6552, loss: 3.6552, grad_norm: 2.0537 2020-07-24 21:55:33,943 - mmaction - INFO - Epoch [38][1300/3757] lr: 8.993e-02, eta: 4 days, 5:56:34, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4578, loss_cls: 3.7003, loss: 3.7003, grad_norm: 2.0830 2020-07-24 21:55:51,575 - mmaction - INFO - Epoch [38][1320/3757] lr: 8.993e-02, eta: 4 days, 6:00:20, time: 0.882, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4258, loss_cls: 3.8325, loss: 3.8325, grad_norm: 2.0726 2020-07-24 21:56:10,851 - mmaction - INFO - Epoch [38][1340/3757] lr: 8.993e-02, eta: 4 days, 6:05:44, time: 0.964, data_time: 0.003, memory: 5232, top1_acc: 0.2023, top5_acc: 0.4617, loss_cls: 3.7240, loss: 3.7240, grad_norm: 2.0407 2020-07-24 21:56:22,336 - mmaction - INFO - Epoch [38][1360/3757] lr: 8.993e-02, eta: 4 days, 6:03:15, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2031, top5_acc: 0.4328, loss_cls: 3.7730, loss: 3.7730, grad_norm: 2.0314 2020-07-24 21:56:59,317 - mmaction - INFO - Epoch [38][1380/3757] lr: 8.993e-02, eta: 4 days, 6:26:23, time: 1.849, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4477, loss_cls: 3.6853, loss: 3.6853, grad_norm: 2.1238 2020-07-24 21:57:15,036 - mmaction - INFO - Epoch [38][1400/3757] lr: 8.993e-02, eta: 4 days, 6:28:07, time: 0.786, data_time: 0.003, memory: 5232, top1_acc: 0.2047, top5_acc: 0.4281, loss_cls: 3.8274, loss: 3.8274, grad_norm: 2.0755 2020-07-24 21:57:26,511 - mmaction - INFO - Epoch [38][1420/3757] lr: 8.993e-02, eta: 4 days, 6:25:36, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4523, loss_cls: 3.6929, loss: 3.6929, grad_norm: 2.1551 2020-07-24 21:57:45,755 - mmaction - INFO - Epoch [38][1440/3757] lr: 8.993e-02, eta: 4 days, 6:30:49, time: 0.962, data_time: 0.003, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4523, loss_cls: 3.7794, loss: 3.7794, grad_norm: 2.1330 2020-07-24 21:57:57,277 - mmaction - INFO - Epoch [38][1460/3757] lr: 8.993e-02, eta: 4 days, 6:28:21, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4562, loss_cls: 3.7187, loss: 3.7187, grad_norm: 2.0770 2020-07-24 21:58:08,702 - mmaction - INFO - Epoch [38][1480/3757] lr: 8.993e-02, eta: 4 days, 6:25:48, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4484, loss_cls: 3.6743, loss: 3.6743, grad_norm: 2.1031 2020-07-24 21:58:20,171 - mmaction - INFO - Epoch [38][1500/3757] lr: 8.993e-02, eta: 4 days, 6:23:17, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2062, top5_acc: 0.4617, loss_cls: 3.6300, loss: 3.6300, grad_norm: 2.0483 2020-07-24 21:58:31,637 - mmaction - INFO - Epoch [38][1520/3757] lr: 8.993e-02, eta: 4 days, 6:20:48, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4664, loss_cls: 3.6258, loss: 3.6258, grad_norm: 2.0709 2020-07-24 21:58:43,089 - mmaction - INFO - Epoch [38][1540/3757] lr: 8.993e-02, eta: 4 days, 6:18:17, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2086, top5_acc: 0.4500, loss_cls: 3.7822, loss: 3.7822, grad_norm: 2.1176 2020-07-24 21:58:54,578 - mmaction - INFO - Epoch [38][1560/3757] lr: 8.993e-02, eta: 4 days, 6:15:50, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2047, top5_acc: 0.4320, loss_cls: 3.8080, loss: 3.8080, grad_norm: 2.1157 2020-07-24 21:59:06,128 - mmaction - INFO - Epoch [38][1580/3757] lr: 8.993e-02, eta: 4 days, 6:13:27, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2055, top5_acc: 0.4336, loss_cls: 3.8336, loss: 3.8336, grad_norm: 2.0674 2020-07-24 21:59:17,564 - mmaction - INFO - Epoch [38][1600/3757] lr: 8.993e-02, eta: 4 days, 6:10:59, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4508, loss_cls: 3.7624, loss: 3.7624, grad_norm: 2.0803 2020-07-24 21:59:29,001 - mmaction - INFO - Epoch [38][1620/3757] lr: 8.993e-02, eta: 4 days, 6:08:30, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4742, loss_cls: 3.6581, loss: 3.6581, grad_norm: 2.0511 2020-07-24 21:59:40,459 - mmaction - INFO - Epoch [38][1640/3757] lr: 8.993e-02, eta: 4 days, 6:06:03, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.1961, top5_acc: 0.4336, loss_cls: 3.7687, loss: 3.7687, grad_norm: 2.0816 2020-07-24 21:59:51,922 - mmaction - INFO - Epoch [38][1660/3757] lr: 8.993e-02, eta: 4 days, 6:03:38, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.1906, top5_acc: 0.4195, loss_cls: 3.8466, loss: 3.8466, grad_norm: 2.0653 2020-07-24 22:00:09,527 - mmaction - INFO - Epoch [38][1680/3757] lr: 8.993e-02, eta: 4 days, 6:07:03, time: 0.874, data_time: 0.005, memory: 5232, top1_acc: 0.1977, top5_acc: 0.4336, loss_cls: 3.8313, loss: 3.8313, grad_norm: 2.0513 2020-07-24 22:00:21,054 - mmaction - INFO - Epoch [38][1700/3757] lr: 8.993e-02, eta: 4 days, 6:04:48, time: 0.582, data_time: 0.010, memory: 5232, top1_acc: 0.2078, top5_acc: 0.4570, loss_cls: 3.7637, loss: 3.7637, grad_norm: 2.0529 2020-07-24 22:00:32,557 - mmaction - INFO - Epoch [38][1720/3757] lr: 8.993e-02, eta: 4 days, 6:02:26, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4555, loss_cls: 3.7200, loss: 3.7200, grad_norm: 2.0646 2020-07-24 22:00:43,925 - mmaction - INFO - Epoch [38][1740/3757] lr: 8.993e-02, eta: 4 days, 5:59:56, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4445, loss_cls: 3.7298, loss: 3.7298, grad_norm: 2.0881 2020-07-24 22:00:55,369 - mmaction - INFO - Epoch [38][1760/3757] lr: 8.993e-02, eta: 4 days, 5:57:31, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2102, top5_acc: 0.4437, loss_cls: 3.7095, loss: 3.7095, grad_norm: 2.1142 2020-07-24 22:01:06,695 - mmaction - INFO - Epoch [38][1780/3757] lr: 8.993e-02, eta: 4 days, 5:55:00, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4633, loss_cls: 3.6633, loss: 3.6633, grad_norm: 2.0722 2020-07-24 22:01:18,024 - mmaction - INFO - Epoch [38][1800/3757] lr: 8.993e-02, eta: 4 days, 5:52:30, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2078, top5_acc: 0.4500, loss_cls: 3.7657, loss: 3.7657, grad_norm: 2.1280 2020-07-24 22:01:29,414 - mmaction - INFO - Epoch [38][1820/3757] lr: 8.993e-02, eta: 4 days, 5:50:04, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4500, loss_cls: 3.7289, loss: 3.7289, grad_norm: 2.0467 2020-07-24 22:01:40,842 - mmaction - INFO - Epoch [38][1840/3757] lr: 8.993e-02, eta: 4 days, 5:47:40, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4422, loss_cls: 3.7822, loss: 3.7822, grad_norm: 2.0577 2020-07-24 22:01:52,238 - mmaction - INFO - Epoch [38][1860/3757] lr: 8.993e-02, eta: 4 days, 5:45:16, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4445, loss_cls: 3.8072, loss: 3.8072, grad_norm: 2.1091 2020-07-24 22:02:03,568 - mmaction - INFO - Epoch [38][1880/3757] lr: 8.993e-02, eta: 4 days, 5:42:48, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4516, loss_cls: 3.7133, loss: 3.7133, grad_norm: 2.0441 2020-07-24 22:02:14,914 - mmaction - INFO - Epoch [38][1900/3757] lr: 8.993e-02, eta: 4 days, 5:40:22, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.1820, top5_acc: 0.4289, loss_cls: 3.8238, loss: 3.8238, grad_norm: 2.0972 2020-07-24 22:02:26,238 - mmaction - INFO - Epoch [38][1920/3757] lr: 8.993e-02, eta: 4 days, 5:37:54, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.1883, top5_acc: 0.4461, loss_cls: 3.8450, loss: 3.8450, grad_norm: 2.1165 2020-07-24 22:02:37,543 - mmaction - INFO - Epoch [38][1940/3757] lr: 8.993e-02, eta: 4 days, 5:35:27, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4461, loss_cls: 3.6920, loss: 3.6920, grad_norm: 2.0159 2020-07-24 22:02:48,895 - mmaction - INFO - Epoch [38][1960/3757] lr: 8.993e-02, eta: 4 days, 5:33:03, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.1992, top5_acc: 0.4227, loss_cls: 3.8996, loss: 3.8996, grad_norm: 2.0361 2020-07-24 22:03:00,349 - mmaction - INFO - Epoch [38][1980/3757] lr: 8.993e-02, eta: 4 days, 5:30:45, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2062, top5_acc: 0.4352, loss_cls: 3.7871, loss: 3.7871, grad_norm: 1.9807 2020-07-24 22:03:11,726 - mmaction - INFO - Epoch [38][2000/3757] lr: 8.993e-02, eta: 4 days, 5:28:23, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4492, loss_cls: 3.7607, loss: 3.7607, grad_norm: 2.0904 2020-07-24 22:03:23,174 - mmaction - INFO - Epoch [38][2020/3757] lr: 8.993e-02, eta: 4 days, 5:26:05, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4461, loss_cls: 3.7359, loss: 3.7359, grad_norm: 2.0717 2020-07-24 22:03:34,658 - mmaction - INFO - Epoch [38][2040/3757] lr: 8.993e-02, eta: 4 days, 5:23:51, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4445, loss_cls: 3.7967, loss: 3.7967, grad_norm: 2.0663 2020-07-24 22:03:46,028 - mmaction - INFO - Epoch [38][2060/3757] lr: 8.993e-02, eta: 4 days, 5:21:30, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4734, loss_cls: 3.6693, loss: 3.6693, grad_norm: 2.0423 2020-07-24 22:03:57,472 - mmaction - INFO - Epoch [38][2080/3757] lr: 8.993e-02, eta: 4 days, 5:19:14, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2039, top5_acc: 0.4508, loss_cls: 3.7197, loss: 3.7197, grad_norm: 2.0722 2020-07-24 22:04:08,932 - mmaction - INFO - Epoch [38][2100/3757] lr: 8.993e-02, eta: 4 days, 5:17:00, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4586, loss_cls: 3.6734, loss: 3.6734, grad_norm: 2.0970 2020-07-24 22:04:20,436 - mmaction - INFO - Epoch [38][2120/3757] lr: 8.993e-02, eta: 4 days, 5:14:48, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.1969, top5_acc: 0.4336, loss_cls: 3.8134, loss: 3.8134, grad_norm: 2.0799 2020-07-24 22:04:31,894 - mmaction - INFO - Epoch [38][2140/3757] lr: 8.993e-02, eta: 4 days, 5:12:34, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4586, loss_cls: 3.6959, loss: 3.6959, grad_norm: 2.0651 2020-07-24 22:04:43,353 - mmaction - INFO - Epoch [38][2160/3757] lr: 8.993e-02, eta: 4 days, 5:10:22, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4406, loss_cls: 3.7877, loss: 3.7877, grad_norm: 2.0686 2020-07-24 22:04:54,740 - mmaction - INFO - Epoch [38][2180/3757] lr: 8.993e-02, eta: 4 days, 5:08:05, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2047, top5_acc: 0.4453, loss_cls: 3.8297, loss: 3.8297, grad_norm: 2.0933 2020-07-24 22:05:06,106 - mmaction - INFO - Epoch [38][2200/3757] lr: 8.993e-02, eta: 4 days, 5:05:48, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4453, loss_cls: 3.7726, loss: 3.7726, grad_norm: 2.0363 2020-07-24 22:05:17,521 - mmaction - INFO - Epoch [38][2220/3757] lr: 8.993e-02, eta: 4 days, 5:03:33, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2016, top5_acc: 0.4180, loss_cls: 3.8469, loss: 3.8469, grad_norm: 2.0178 2020-07-24 22:05:28,885 - mmaction - INFO - Epoch [38][2240/3757] lr: 8.993e-02, eta: 4 days, 5:01:18, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4453, loss_cls: 3.7295, loss: 3.7295, grad_norm: 2.0311 2020-07-24 22:05:40,237 - mmaction - INFO - Epoch [38][2260/3757] lr: 8.993e-02, eta: 4 days, 4:59:01, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4375, loss_cls: 3.7210, loss: 3.7210, grad_norm: 2.0239 2020-07-24 22:05:51,683 - mmaction - INFO - Epoch [38][2280/3757] lr: 8.993e-02, eta: 4 days, 4:56:50, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4531, loss_cls: 3.7546, loss: 3.7546, grad_norm: 2.0437 2020-07-24 22:06:03,081 - mmaction - INFO - Epoch [38][2300/3757] lr: 8.993e-02, eta: 4 days, 4:54:37, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2102, top5_acc: 0.4258, loss_cls: 3.8446, loss: 3.8446, grad_norm: 2.0667 2020-07-24 22:06:14,483 - mmaction - INFO - Epoch [38][2320/3757] lr: 8.993e-02, eta: 4 days, 4:52:25, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4313, loss_cls: 3.7756, loss: 3.7756, grad_norm: 2.0325 2020-07-24 22:06:25,839 - mmaction - INFO - Epoch [38][2340/3757] lr: 8.993e-02, eta: 4 days, 4:50:12, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2055, top5_acc: 0.4523, loss_cls: 3.7888, loss: 3.7888, grad_norm: 2.1738 2020-07-24 22:06:37,248 - mmaction - INFO - Epoch [38][2360/3757] lr: 8.993e-02, eta: 4 days, 4:48:00, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.1867, top5_acc: 0.4164, loss_cls: 3.8963, loss: 3.8963, grad_norm: 2.0723 2020-07-24 22:06:48,615 - mmaction - INFO - Epoch [38][2380/3757] lr: 8.993e-02, eta: 4 days, 4:45:48, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4445, loss_cls: 3.7603, loss: 3.7603, grad_norm: 2.0077 2020-07-24 22:07:00,041 - mmaction - INFO - Epoch [38][2400/3757] lr: 8.993e-02, eta: 4 days, 4:43:39, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.1883, top5_acc: 0.4164, loss_cls: 3.8563, loss: 3.8563, grad_norm: 2.0577 2020-07-24 22:07:11,530 - mmaction - INFO - Epoch [38][2420/3757] lr: 8.993e-02, eta: 4 days, 4:41:34, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4602, loss_cls: 3.6963, loss: 3.6963, grad_norm: 2.0353 2020-07-24 22:07:22,994 - mmaction - INFO - Epoch [38][2440/3757] lr: 8.993e-02, eta: 4 days, 4:39:28, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4578, loss_cls: 3.7536, loss: 3.7536, grad_norm: 2.0790 2020-07-24 22:07:34,313 - mmaction - INFO - Epoch [38][2460/3757] lr: 8.993e-02, eta: 4 days, 4:37:15, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2016, top5_acc: 0.4281, loss_cls: 3.8863, loss: 3.8863, grad_norm: 2.0490 2020-07-24 22:07:45,795 - mmaction - INFO - Epoch [38][2480/3757] lr: 8.993e-02, eta: 4 days, 4:35:11, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2078, top5_acc: 0.4539, loss_cls: 3.7488, loss: 3.7488, grad_norm: 2.0724 2020-07-24 22:07:57,289 - mmaction - INFO - Epoch [38][2500/3757] lr: 8.993e-02, eta: 4 days, 4:33:08, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4484, loss_cls: 3.8277, loss: 3.8277, grad_norm: 2.0777 2020-07-24 22:08:08,806 - mmaction - INFO - Epoch [38][2520/3757] lr: 8.993e-02, eta: 4 days, 4:31:06, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4469, loss_cls: 3.7904, loss: 3.7904, grad_norm: 2.0976 2020-07-24 22:08:20,309 - mmaction - INFO - Epoch [38][2540/3757] lr: 8.993e-02, eta: 4 days, 4:29:05, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.2008, top5_acc: 0.4273, loss_cls: 3.8184, loss: 3.8184, grad_norm: 2.0371 2020-07-24 22:08:31,773 - mmaction - INFO - Epoch [38][2560/3757] lr: 8.993e-02, eta: 4 days, 4:27:01, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4375, loss_cls: 3.7625, loss: 3.7625, grad_norm: 1.9918 2020-07-24 22:08:43,260 - mmaction - INFO - Epoch [38][2580/3757] lr: 8.993e-02, eta: 4 days, 4:25:00, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.1969, top5_acc: 0.4398, loss_cls: 3.7607, loss: 3.7607, grad_norm: 2.0757 2020-07-24 22:08:54,686 - mmaction - INFO - Epoch [38][2600/3757] lr: 8.993e-02, eta: 4 days, 4:22:56, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2047, top5_acc: 0.4422, loss_cls: 3.7770, loss: 3.7770, grad_norm: 2.0704 2020-07-24 22:09:06,188 - mmaction - INFO - Epoch [38][2620/3757] lr: 8.993e-02, eta: 4 days, 4:20:55, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4672, loss_cls: 3.7101, loss: 3.7101, grad_norm: 2.0649 2020-07-24 22:09:17,648 - mmaction - INFO - Epoch [38][2640/3757] lr: 8.993e-02, eta: 4 days, 4:18:55, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2078, top5_acc: 0.4609, loss_cls: 3.6901, loss: 3.6901, grad_norm: 2.0756 2020-07-24 22:09:29,113 - mmaction - INFO - Epoch [38][2660/3757] lr: 8.993e-02, eta: 4 days, 4:16:53, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2031, top5_acc: 0.4398, loss_cls: 3.7967, loss: 3.7967, grad_norm: 2.1275 2020-07-24 22:09:40,429 - mmaction - INFO - Epoch [38][2680/3757] lr: 8.993e-02, eta: 4 days, 4:14:45, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2086, top5_acc: 0.4281, loss_cls: 3.8271, loss: 3.8271, grad_norm: 2.1061 2020-07-24 22:09:51,854 - mmaction - INFO - Epoch [38][2700/3757] lr: 8.993e-02, eta: 4 days, 4:12:43, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.1945, top5_acc: 0.4203, loss_cls: 3.8887, loss: 3.8887, grad_norm: 2.0922 2020-07-24 22:10:03,292 - mmaction - INFO - Epoch [38][2720/3757] lr: 8.993e-02, eta: 4 days, 4:10:42, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4781, loss_cls: 3.6428, loss: 3.6428, grad_norm: 2.0782 2020-07-24 22:10:14,764 - mmaction - INFO - Epoch [38][2740/3757] lr: 8.993e-02, eta: 4 days, 4:08:43, time: 0.574, data_time: 0.001, memory: 5232, top1_acc: 0.2078, top5_acc: 0.4500, loss_cls: 3.7618, loss: 3.7618, grad_norm: 2.1405 2020-07-24 22:10:26,161 - mmaction - INFO - Epoch [38][2760/3757] lr: 8.993e-02, eta: 4 days, 4:06:41, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4445, loss_cls: 3.7652, loss: 3.7652, grad_norm: 2.0685 2020-07-24 22:10:37,628 - mmaction - INFO - Epoch [38][2780/3757] lr: 8.993e-02, eta: 4 days, 4:04:42, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2094, top5_acc: 0.4281, loss_cls: 3.8181, loss: 3.8181, grad_norm: 2.0663 2020-07-24 22:10:49,015 - mmaction - INFO - Epoch [38][2800/3757] lr: 8.993e-02, eta: 4 days, 4:02:40, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2055, top5_acc: 0.4328, loss_cls: 3.8047, loss: 3.8047, grad_norm: 2.0071 2020-07-24 22:11:00,443 - mmaction - INFO - Epoch [38][2820/3757] lr: 8.993e-02, eta: 4 days, 4:00:40, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4531, loss_cls: 3.7204, loss: 3.7204, grad_norm: 2.0751 2020-07-24 22:11:11,958 - mmaction - INFO - Epoch [38][2840/3757] lr: 8.993e-02, eta: 4 days, 3:58:46, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.1844, top5_acc: 0.4359, loss_cls: 3.8415, loss: 3.8415, grad_norm: 2.0524 2020-07-24 22:11:23,417 - mmaction - INFO - Epoch [38][2860/3757] lr: 8.993e-02, eta: 4 days, 3:56:49, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.1945, top5_acc: 0.4227, loss_cls: 3.7925, loss: 3.7925, grad_norm: 2.0300 2020-07-24 22:11:34,779 - mmaction - INFO - Epoch [38][2880/3757] lr: 8.993e-02, eta: 4 days, 3:54:47, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.1969, top5_acc: 0.4211, loss_cls: 3.8836, loss: 3.8836, grad_norm: 1.9897 2020-07-24 22:11:46,281 - mmaction - INFO - Epoch [38][2900/3757] lr: 8.993e-02, eta: 4 days, 3:52:53, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4641, loss_cls: 3.7000, loss: 3.7000, grad_norm: 2.0078 2020-07-24 22:11:57,685 - mmaction - INFO - Epoch [38][2920/3757] lr: 8.993e-02, eta: 4 days, 3:50:55, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4609, loss_cls: 3.7346, loss: 3.7346, grad_norm: 2.0311 2020-07-24 22:12:08,956 - mmaction - INFO - Epoch [38][2940/3757] lr: 8.993e-02, eta: 4 days, 3:48:50, time: 0.563, data_time: 0.002, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4500, loss_cls: 3.7840, loss: 3.7840, grad_norm: 2.0876 2020-07-24 22:12:20,360 - mmaction - INFO - Epoch [38][2960/3757] lr: 8.993e-02, eta: 4 days, 3:46:51, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2000, top5_acc: 0.4359, loss_cls: 3.7986, loss: 3.7986, grad_norm: 2.0746 2020-07-24 22:12:31,761 - mmaction - INFO - Epoch [38][2980/3757] lr: 8.993e-02, eta: 4 days, 3:44:54, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.1953, top5_acc: 0.4266, loss_cls: 3.8961, loss: 3.8961, grad_norm: 2.1037 2020-07-24 22:12:43,233 - mmaction - INFO - Epoch [38][3000/3757] lr: 8.993e-02, eta: 4 days, 3:43:00, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4359, loss_cls: 3.7678, loss: 3.7678, grad_norm: 2.0456 2020-07-24 22:12:54,709 - mmaction - INFO - Epoch [38][3020/3757] lr: 8.993e-02, eta: 4 days, 3:41:07, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4523, loss_cls: 3.7397, loss: 3.7397, grad_norm: 2.0335 2020-07-24 22:13:06,148 - mmaction - INFO - Epoch [38][3040/3757] lr: 8.993e-02, eta: 4 days, 3:39:13, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4336, loss_cls: 3.8086, loss: 3.8086, grad_norm: 2.0891 2020-07-24 22:13:17,565 - mmaction - INFO - Epoch [38][3060/3757] lr: 8.993e-02, eta: 4 days, 3:37:18, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2078, top5_acc: 0.4359, loss_cls: 3.7667, loss: 3.7667, grad_norm: 1.9871 2020-07-24 22:13:28,920 - mmaction - INFO - Epoch [38][3080/3757] lr: 8.993e-02, eta: 4 days, 3:35:20, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4477, loss_cls: 3.7454, loss: 3.7454, grad_norm: 2.0955 2020-07-24 22:13:40,369 - mmaction - INFO - Epoch [38][3100/3757] lr: 8.993e-02, eta: 4 days, 3:33:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4492, loss_cls: 3.7437, loss: 3.7437, grad_norm: 2.0975 2020-07-24 22:13:51,834 - mmaction - INFO - Epoch [38][3120/3757] lr: 8.993e-02, eta: 4 days, 3:31:36, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4773, loss_cls: 3.6452, loss: 3.6452, grad_norm: 2.0915 2020-07-24 22:14:03,270 - mmaction - INFO - Epoch [38][3140/3757] lr: 8.993e-02, eta: 4 days, 3:29:43, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2086, top5_acc: 0.4516, loss_cls: 3.7162, loss: 3.7162, grad_norm: 2.0641 2020-07-24 22:14:14,734 - mmaction - INFO - Epoch [38][3160/3757] lr: 8.993e-02, eta: 4 days, 3:27:52, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.1977, top5_acc: 0.4414, loss_cls: 3.7808, loss: 3.7808, grad_norm: 2.0715 2020-07-24 22:14:26,044 - mmaction - INFO - Epoch [38][3180/3757] lr: 8.993e-02, eta: 4 days, 3:25:53, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4344, loss_cls: 3.8253, loss: 3.8253, grad_norm: 2.0643 2020-07-24 22:14:37,469 - mmaction - INFO - Epoch [38][3200/3757] lr: 8.993e-02, eta: 4 days, 3:24:02, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2023, top5_acc: 0.4508, loss_cls: 3.7430, loss: 3.7430, grad_norm: 2.0264 2020-07-24 22:14:48,903 - mmaction - INFO - Epoch [38][3220/3757] lr: 8.993e-02, eta: 4 days, 3:22:10, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4547, loss_cls: 3.7088, loss: 3.7088, grad_norm: 2.0989 2020-07-24 22:15:00,366 - mmaction - INFO - Epoch [38][3240/3757] lr: 8.993e-02, eta: 4 days, 3:20:21, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.1844, top5_acc: 0.4211, loss_cls: 3.9563, loss: 3.9563, grad_norm: 2.1313 2020-07-24 22:15:11,739 - mmaction - INFO - Epoch [38][3260/3757] lr: 8.993e-02, eta: 4 days, 3:18:28, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4539, loss_cls: 3.7638, loss: 3.7638, grad_norm: 1.9400 2020-07-24 22:15:23,119 - mmaction - INFO - Epoch [38][3280/3757] lr: 8.993e-02, eta: 4 days, 3:16:34, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4391, loss_cls: 3.7549, loss: 3.7549, grad_norm: 2.1219 2020-07-24 22:15:34,501 - mmaction - INFO - Epoch [38][3300/3757] lr: 8.993e-02, eta: 4 days, 3:14:42, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4359, loss_cls: 3.7707, loss: 3.7707, grad_norm: 2.0601 2020-07-24 22:15:45,971 - mmaction - INFO - Epoch [38][3320/3757] lr: 8.993e-02, eta: 4 days, 3:12:54, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4578, loss_cls: 3.6652, loss: 3.6652, grad_norm: 2.0803 2020-07-24 22:15:57,368 - mmaction - INFO - Epoch [38][3340/3757] lr: 8.993e-02, eta: 4 days, 3:11:03, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4547, loss_cls: 3.6935, loss: 3.6935, grad_norm: 2.1082 2020-07-24 22:16:08,898 - mmaction - INFO - Epoch [38][3360/3757] lr: 8.993e-02, eta: 4 days, 3:09:19, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.1945, top5_acc: 0.4336, loss_cls: 3.8148, loss: 3.8148, grad_norm: 2.1036 2020-07-24 22:16:20,438 - mmaction - INFO - Epoch [38][3380/3757] lr: 8.993e-02, eta: 4 days, 3:07:36, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4844, loss_cls: 3.6744, loss: 3.6744, grad_norm: 2.0329 2020-07-24 22:16:31,904 - mmaction - INFO - Epoch [38][3400/3757] lr: 8.993e-02, eta: 4 days, 3:05:50, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.1898, top5_acc: 0.4461, loss_cls: 3.7738, loss: 3.7738, grad_norm: 2.0760 2020-07-24 22:16:43,312 - mmaction - INFO - Epoch [38][3420/3757] lr: 8.993e-02, eta: 4 days, 3:04:01, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4398, loss_cls: 3.6966, loss: 3.6966, grad_norm: 2.0280 2020-07-24 22:16:54,755 - mmaction - INFO - Epoch [38][3440/3757] lr: 8.993e-02, eta: 4 days, 3:02:14, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2031, top5_acc: 0.4227, loss_cls: 3.8333, loss: 3.8333, grad_norm: 2.0469 2020-07-24 22:17:06,165 - mmaction - INFO - Epoch [38][3460/3757] lr: 8.993e-02, eta: 4 days, 3:00:26, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2094, top5_acc: 0.4453, loss_cls: 3.7418, loss: 3.7418, grad_norm: 2.0643 2020-07-24 22:17:17,572 - mmaction - INFO - Epoch [38][3480/3757] lr: 8.993e-02, eta: 4 days, 2:58:38, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2055, top5_acc: 0.4492, loss_cls: 3.7333, loss: 3.7333, grad_norm: 2.0255 2020-07-24 22:17:28,960 - mmaction - INFO - Epoch [38][3500/3757] lr: 8.993e-02, eta: 4 days, 2:56:50, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2062, top5_acc: 0.4234, loss_cls: 3.7806, loss: 3.7806, grad_norm: 2.0505 2020-07-24 22:17:40,459 - mmaction - INFO - Epoch [38][3520/3757] lr: 8.993e-02, eta: 4 days, 2:55:07, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2102, top5_acc: 0.4437, loss_cls: 3.7609, loss: 3.7609, grad_norm: 2.1096 2020-07-24 22:17:51,880 - mmaction - INFO - Epoch [38][3540/3757] lr: 8.993e-02, eta: 4 days, 2:53:20, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4398, loss_cls: 3.7945, loss: 3.7945, grad_norm: 2.0842 2020-07-24 22:18:03,244 - mmaction - INFO - Epoch [38][3560/3757] lr: 8.993e-02, eta: 4 days, 2:51:32, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4461, loss_cls: 3.7689, loss: 3.7689, grad_norm: 2.0338 2020-07-24 22:18:14,777 - mmaction - INFO - Epoch [38][3580/3757] lr: 8.993e-02, eta: 4 days, 2:49:52, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4641, loss_cls: 3.6522, loss: 3.6522, grad_norm: 2.0372 2020-07-24 22:18:26,246 - mmaction - INFO - Epoch [38][3600/3757] lr: 8.993e-02, eta: 4 days, 2:48:09, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2000, top5_acc: 0.4500, loss_cls: 3.7345, loss: 3.7345, grad_norm: 2.1302 2020-07-24 22:18:37,627 - mmaction - INFO - Epoch [38][3620/3757] lr: 8.993e-02, eta: 4 days, 2:46:22, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4336, loss_cls: 3.7751, loss: 3.7751, grad_norm: 2.0475 2020-07-24 22:18:49,001 - mmaction - INFO - Epoch [38][3640/3757] lr: 8.993e-02, eta: 4 days, 2:44:36, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4609, loss_cls: 3.7541, loss: 3.7541, grad_norm: 2.0586 2020-07-24 22:19:00,476 - mmaction - INFO - Epoch [38][3660/3757] lr: 8.993e-02, eta: 4 days, 2:42:54, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2078, top5_acc: 0.4477, loss_cls: 3.7152, loss: 3.7152, grad_norm: 2.0617 2020-07-24 22:19:11,809 - mmaction - INFO - Epoch [38][3680/3757] lr: 8.993e-02, eta: 4 days, 2:41:06, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2023, top5_acc: 0.4602, loss_cls: 3.6926, loss: 3.6926, grad_norm: 2.1267 2020-07-24 22:19:23,142 - mmaction - INFO - Epoch [38][3700/3757] lr: 8.993e-02, eta: 4 days, 2:39:18, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4406, loss_cls: 3.7817, loss: 3.7817, grad_norm: 2.1175 2020-07-24 22:19:34,441 - mmaction - INFO - Epoch [38][3720/3757] lr: 8.993e-02, eta: 4 days, 2:37:29, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.1891, top5_acc: 0.4250, loss_cls: 3.8267, loss: 3.8267, grad_norm: 2.0922 2020-07-24 22:19:45,784 - mmaction - INFO - Epoch [38][3740/3757] lr: 8.993e-02, eta: 4 days, 2:35:43, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4633, loss_cls: 3.6946, loss: 3.6946, grad_norm: 2.0713 2020-07-24 22:22:56,689 - mmaction - INFO - Epoch [39][20/3757] lr: 8.940e-02, eta: 4 days, 4:33:20, time: 8.726, data_time: 8.042, memory: 5232, top1_acc: 0.2094, top5_acc: 0.4273, loss_cls: 3.8433, loss: 3.8433, grad_norm: 2.0840 2020-07-24 22:23:08,058 - mmaction - INFO - Epoch [39][40/3757] lr: 8.940e-02, eta: 4 days, 4:31:23, time: 0.568, data_time: 0.001, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4531, loss_cls: 3.7557, loss: 3.7557, grad_norm: 2.0275 2020-07-24 22:23:19,277 - mmaction - INFO - Epoch [39][60/3757] lr: 8.940e-02, eta: 4 days, 4:29:18, time: 0.560, data_time: 0.002, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4531, loss_cls: 3.7196, loss: 3.7196, grad_norm: 2.0599 2020-07-24 22:23:30,521 - mmaction - INFO - Epoch [39][80/3757] lr: 8.940e-02, eta: 4 days, 4:27:16, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4703, loss_cls: 3.6476, loss: 3.6476, grad_norm: 2.0709 2020-07-24 22:23:41,870 - mmaction - INFO - Epoch [39][100/3757] lr: 8.940e-02, eta: 4 days, 4:25:19, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4320, loss_cls: 3.7463, loss: 3.7463, grad_norm: 2.0320 2020-07-24 22:23:53,190 - mmaction - INFO - Epoch [39][120/3757] lr: 8.940e-02, eta: 4 days, 4:23:21, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4391, loss_cls: 3.7448, loss: 3.7448, grad_norm: 2.0661 2020-07-24 22:24:04,662 - mmaction - INFO - Epoch [39][140/3757] lr: 8.940e-02, eta: 4 days, 4:21:30, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4367, loss_cls: 3.7182, loss: 3.7182, grad_norm: 2.0812 2020-07-24 22:24:16,041 - mmaction - INFO - Epoch [39][160/3757] lr: 8.940e-02, eta: 4 days, 4:19:35, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4594, loss_cls: 3.7042, loss: 3.7042, grad_norm: 2.0975 2020-07-24 22:24:27,391 - mmaction - INFO - Epoch [39][180/3757] lr: 8.940e-02, eta: 4 days, 4:17:40, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4711, loss_cls: 3.6681, loss: 3.6681, grad_norm: 2.0358 2020-07-24 22:24:38,769 - mmaction - INFO - Epoch [39][200/3757] lr: 8.940e-02, eta: 4 days, 4:15:45, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4633, loss_cls: 3.7320, loss: 3.7320, grad_norm: 2.0684 2020-07-24 22:24:50,143 - mmaction - INFO - Epoch [39][220/3757] lr: 8.940e-02, eta: 4 days, 4:13:51, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4633, loss_cls: 3.6657, loss: 3.6657, grad_norm: 2.0677 2020-07-24 22:25:01,520 - mmaction - INFO - Epoch [39][240/3757] lr: 8.940e-02, eta: 4 days, 4:11:57, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4477, loss_cls: 3.6977, loss: 3.6977, grad_norm: 2.0886 2020-07-24 22:25:12,899 - mmaction - INFO - Epoch [39][260/3757] lr: 8.940e-02, eta: 4 days, 4:10:05, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4383, loss_cls: 3.7500, loss: 3.7500, grad_norm: 2.1109 2020-07-24 22:25:24,234 - mmaction - INFO - Epoch [39][280/3757] lr: 8.940e-02, eta: 4 days, 4:08:10, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4523, loss_cls: 3.6927, loss: 3.6927, grad_norm: 2.1084 2020-07-24 22:25:35,689 - mmaction - INFO - Epoch [39][300/3757] lr: 8.940e-02, eta: 4 days, 4:06:21, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4602, loss_cls: 3.7185, loss: 3.7185, grad_norm: 2.1684 2020-07-24 22:25:47,164 - mmaction - INFO - Epoch [39][320/3757] lr: 8.940e-02, eta: 4 days, 4:04:34, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.1977, top5_acc: 0.4492, loss_cls: 3.7814, loss: 3.7814, grad_norm: 2.1777 2020-07-24 22:25:58,604 - mmaction - INFO - Epoch [39][340/3757] lr: 8.940e-02, eta: 4 days, 4:02:46, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4562, loss_cls: 3.6662, loss: 3.6662, grad_norm: 2.1199 2020-07-24 22:26:09,991 - mmaction - INFO - Epoch [39][360/3757] lr: 8.940e-02, eta: 4 days, 4:00:54, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4703, loss_cls: 3.6867, loss: 3.6867, grad_norm: 2.1431 2020-07-24 22:26:21,459 - mmaction - INFO - Epoch [39][380/3757] lr: 8.940e-02, eta: 4 days, 3:59:07, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4445, loss_cls: 3.7589, loss: 3.7589, grad_norm: 2.1158 2020-07-24 22:26:32,872 - mmaction - INFO - Epoch [39][400/3757] lr: 8.940e-02, eta: 4 days, 3:57:19, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4453, loss_cls: 3.7376, loss: 3.7376, grad_norm: 2.0383 2020-07-24 22:26:44,260 - mmaction - INFO - Epoch [39][420/3757] lr: 8.940e-02, eta: 4 days, 3:55:29, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2062, top5_acc: 0.4305, loss_cls: 3.7661, loss: 3.7661, grad_norm: 2.0485 2020-07-24 22:26:55,586 - mmaction - INFO - Epoch [39][440/3757] lr: 8.940e-02, eta: 4 days, 3:53:37, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4414, loss_cls: 3.7296, loss: 3.7296, grad_norm: 2.0734 2020-07-24 22:27:06,873 - mmaction - INFO - Epoch [39][460/3757] lr: 8.940e-02, eta: 4 days, 3:51:43, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4227, loss_cls: 3.7736, loss: 3.7736, grad_norm: 2.0763 2020-07-24 22:27:18,239 - mmaction - INFO - Epoch [39][480/3757] lr: 8.940e-02, eta: 4 days, 3:49:53, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.1953, top5_acc: 0.4352, loss_cls: 3.8103, loss: 3.8103, grad_norm: 2.0422 2020-07-24 22:27:29,682 - mmaction - INFO - Epoch [39][500/3757] lr: 8.940e-02, eta: 4 days, 3:48:07, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2055, top5_acc: 0.4398, loss_cls: 3.7657, loss: 3.7657, grad_norm: 2.0030 2020-07-24 22:27:41,089 - mmaction - INFO - Epoch [39][520/3757] lr: 8.940e-02, eta: 4 days, 3:46:20, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2055, top5_acc: 0.4586, loss_cls: 3.7170, loss: 3.7170, grad_norm: 2.0388 2020-07-24 22:27:52,454 - mmaction - INFO - Epoch [39][540/3757] lr: 8.940e-02, eta: 4 days, 3:44:30, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4398, loss_cls: 3.7749, loss: 3.7749, grad_norm: 2.0852 2020-07-24 22:28:03,729 - mmaction - INFO - Epoch [39][560/3757] lr: 8.940e-02, eta: 4 days, 3:42:39, time: 0.565, data_time: 0.004, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4523, loss_cls: 3.6816, loss: 3.6816, grad_norm: 2.1064 2020-07-24 22:28:15,128 - mmaction - INFO - Epoch [39][580/3757] lr: 8.940e-02, eta: 4 days, 3:40:52, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4672, loss_cls: 3.7219, loss: 3.7219, grad_norm: 2.1383 2020-07-24 22:28:26,577 - mmaction - INFO - Epoch [39][600/3757] lr: 8.940e-02, eta: 4 days, 3:39:08, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4313, loss_cls: 3.7319, loss: 3.7319, grad_norm: 2.0518 2020-07-24 22:28:37,999 - mmaction - INFO - Epoch [39][620/3757] lr: 8.940e-02, eta: 4 days, 3:37:23, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4453, loss_cls: 3.7766, loss: 3.7766, grad_norm: 2.0818 2020-07-24 22:28:49,447 - mmaction - INFO - Epoch [39][640/3757] lr: 8.940e-02, eta: 4 days, 3:35:39, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4570, loss_cls: 3.6947, loss: 3.6947, grad_norm: 1.9918 2020-07-24 22:29:00,811 - mmaction - INFO - Epoch [39][660/3757] lr: 8.940e-02, eta: 4 days, 3:33:52, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4406, loss_cls: 3.7320, loss: 3.7320, grad_norm: 2.0056 2020-07-24 22:29:12,238 - mmaction - INFO - Epoch [39][680/3757] lr: 8.940e-02, eta: 4 days, 3:32:08, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2102, top5_acc: 0.4422, loss_cls: 3.8192, loss: 3.8192, grad_norm: 2.1028 2020-07-24 22:29:23,614 - mmaction - INFO - Epoch [39][700/3757] lr: 8.940e-02, eta: 4 days, 3:30:23, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4453, loss_cls: 3.6841, loss: 3.6841, grad_norm: 2.0773 2020-07-24 22:29:34,956 - mmaction - INFO - Epoch [39][720/3757] lr: 8.940e-02, eta: 4 days, 3:28:36, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2008, top5_acc: 0.4453, loss_cls: 3.7843, loss: 3.7843, grad_norm: 2.0489 2020-07-24 22:29:46,355 - mmaction - INFO - Epoch [39][740/3757] lr: 8.940e-02, eta: 4 days, 3:26:51, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4594, loss_cls: 3.7601, loss: 3.7601, grad_norm: 2.0778 2020-07-24 22:29:57,748 - mmaction - INFO - Epoch [39][760/3757] lr: 8.940e-02, eta: 4 days, 3:25:07, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.1938, top5_acc: 0.4469, loss_cls: 3.7692, loss: 3.7692, grad_norm: 2.0433 2020-07-24 22:30:09,289 - mmaction - INFO - Epoch [39][780/3757] lr: 8.940e-02, eta: 4 days, 3:23:30, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2078, top5_acc: 0.4391, loss_cls: 3.7920, loss: 3.7920, grad_norm: 2.0926 2020-07-24 22:30:20,738 - mmaction - INFO - Epoch [39][800/3757] lr: 8.940e-02, eta: 4 days, 3:21:49, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4594, loss_cls: 3.7293, loss: 3.7293, grad_norm: 2.0016 2020-07-24 22:30:32,095 - mmaction - INFO - Epoch [39][820/3757] lr: 8.940e-02, eta: 4 days, 3:20:04, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4555, loss_cls: 3.6903, loss: 3.6903, grad_norm: 1.9991 2020-07-24 22:30:43,527 - mmaction - INFO - Epoch [39][840/3757] lr: 8.940e-02, eta: 4 days, 3:18:23, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4523, loss_cls: 3.7303, loss: 3.7303, grad_norm: 1.9994 2020-07-24 22:30:54,966 - mmaction - INFO - Epoch [39][860/3757] lr: 8.940e-02, eta: 4 days, 3:16:42, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4484, loss_cls: 3.7264, loss: 3.7264, grad_norm: 2.0384 2020-07-24 22:31:06,326 - mmaction - INFO - Epoch [39][880/3757] lr: 8.940e-02, eta: 4 days, 3:14:59, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4383, loss_cls: 3.7653, loss: 3.7653, grad_norm: 2.0833 2020-07-24 22:31:17,784 - mmaction - INFO - Epoch [39][900/3757] lr: 8.940e-02, eta: 4 days, 3:13:20, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4508, loss_cls: 3.7534, loss: 3.7534, grad_norm: 2.0622 2020-07-24 22:31:29,149 - mmaction - INFO - Epoch [39][920/3757] lr: 8.940e-02, eta: 4 days, 3:11:37, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4461, loss_cls: 3.7033, loss: 3.7033, grad_norm: 2.0207 2020-07-24 22:31:40,630 - mmaction - INFO - Epoch [39][940/3757] lr: 8.940e-02, eta: 4 days, 3:09:59, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4500, loss_cls: 3.7951, loss: 3.7951, grad_norm: 2.1285 2020-07-24 22:31:52,129 - mmaction - INFO - Epoch [39][960/3757] lr: 8.940e-02, eta: 4 days, 3:08:23, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2016, top5_acc: 0.4508, loss_cls: 3.7945, loss: 3.7945, grad_norm: 2.0840 2020-07-24 22:32:03,526 - mmaction - INFO - Epoch [39][980/3757] lr: 8.940e-02, eta: 4 days, 3:06:42, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4617, loss_cls: 3.7154, loss: 3.7154, grad_norm: 2.0795 2020-07-24 22:32:14,933 - mmaction - INFO - Epoch [39][1000/3757] lr: 8.940e-02, eta: 4 days, 3:05:02, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.1883, top5_acc: 0.4172, loss_cls: 3.8637, loss: 3.8637, grad_norm: 2.0605 2020-07-24 22:32:26,367 - mmaction - INFO - Epoch [39][1020/3757] lr: 8.940e-02, eta: 4 days, 3:03:24, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4344, loss_cls: 3.7646, loss: 3.7646, grad_norm: 2.0279 2020-07-24 22:32:37,692 - mmaction - INFO - Epoch [39][1040/3757] lr: 8.940e-02, eta: 4 days, 3:01:41, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4664, loss_cls: 3.6554, loss: 3.6554, grad_norm: 2.0729 2020-07-24 22:32:49,196 - mmaction - INFO - Epoch [39][1060/3757] lr: 8.940e-02, eta: 4 days, 3:00:05, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4727, loss_cls: 3.6753, loss: 3.6753, grad_norm: 2.0582 2020-07-24 22:33:00,604 - mmaction - INFO - Epoch [39][1080/3757] lr: 8.940e-02, eta: 4 days, 2:58:27, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.1992, top5_acc: 0.4352, loss_cls: 3.8125, loss: 3.8125, grad_norm: 2.1466 2020-07-24 22:33:12,023 - mmaction - INFO - Epoch [39][1100/3757] lr: 8.940e-02, eta: 4 days, 2:56:49, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2016, top5_acc: 0.4523, loss_cls: 3.7393, loss: 3.7393, grad_norm: 2.0910 2020-07-24 22:33:23,480 - mmaction - INFO - Epoch [39][1120/3757] lr: 8.940e-02, eta: 4 days, 2:55:13, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2070, top5_acc: 0.4281, loss_cls: 3.8094, loss: 3.8094, grad_norm: 2.0773 2020-07-24 22:33:34,961 - mmaction - INFO - Epoch [39][1140/3757] lr: 8.940e-02, eta: 4 days, 2:53:38, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4523, loss_cls: 3.7205, loss: 3.7205, grad_norm: 1.9863 2020-07-24 22:33:46,349 - mmaction - INFO - Epoch [39][1160/3757] lr: 8.940e-02, eta: 4 days, 2:52:00, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4414, loss_cls: 3.6857, loss: 3.6857, grad_norm: 1.9722 2020-07-24 22:33:57,693 - mmaction - INFO - Epoch [39][1180/3757] lr: 8.940e-02, eta: 4 days, 2:50:20, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4398, loss_cls: 3.6834, loss: 3.6834, grad_norm: 2.0877 2020-07-24 22:34:09,112 - mmaction - INFO - Epoch [39][1200/3757] lr: 8.940e-02, eta: 4 days, 2:48:43, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4969, loss_cls: 3.6289, loss: 3.6289, grad_norm: 2.1463 2020-07-24 22:34:20,605 - mmaction - INFO - Epoch [39][1220/3757] lr: 8.940e-02, eta: 4 days, 2:47:10, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.1820, top5_acc: 0.4172, loss_cls: 3.8201, loss: 3.8201, grad_norm: 2.1244 2020-07-24 22:34:32,047 - mmaction - INFO - Epoch [39][1240/3757] lr: 8.940e-02, eta: 4 days, 2:45:34, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4406, loss_cls: 3.8442, loss: 3.8442, grad_norm: 2.0491 2020-07-24 22:34:43,528 - mmaction - INFO - Epoch [39][1260/3757] lr: 8.940e-02, eta: 4 days, 2:44:02, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4578, loss_cls: 3.6809, loss: 3.6809, grad_norm: 2.0772 2020-07-24 22:34:54,979 - mmaction - INFO - Epoch [39][1280/3757] lr: 8.940e-02, eta: 4 days, 2:42:28, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4617, loss_cls: 3.7266, loss: 3.7266, grad_norm: 2.0936 2020-07-24 22:35:06,335 - mmaction - INFO - Epoch [39][1300/3757] lr: 8.940e-02, eta: 4 days, 2:40:50, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4477, loss_cls: 3.7450, loss: 3.7450, grad_norm: 2.0712 2020-07-24 22:35:17,735 - mmaction - INFO - Epoch [39][1320/3757] lr: 8.940e-02, eta: 4 days, 2:39:14, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4367, loss_cls: 3.7931, loss: 3.7931, grad_norm: 2.0885 2020-07-24 22:35:29,068 - mmaction - INFO - Epoch [39][1340/3757] lr: 8.940e-02, eta: 4 days, 2:37:35, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4445, loss_cls: 3.7635, loss: 3.7635, grad_norm: 2.0379 2020-07-24 22:35:40,537 - mmaction - INFO - Epoch [39][1360/3757] lr: 8.940e-02, eta: 4 days, 2:36:03, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4461, loss_cls: 3.7410, loss: 3.7410, grad_norm: 2.1008 2020-07-24 22:35:51,959 - mmaction - INFO - Epoch [39][1380/3757] lr: 8.940e-02, eta: 4 days, 2:34:29, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4477, loss_cls: 3.6267, loss: 3.6267, grad_norm: 2.1123 2020-07-24 22:36:03,468 - mmaction - INFO - Epoch [39][1400/3757] lr: 8.940e-02, eta: 4 days, 2:32:59, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4727, loss_cls: 3.7190, loss: 3.7190, grad_norm: 2.1005 2020-07-24 22:36:14,901 - mmaction - INFO - Epoch [39][1420/3757] lr: 8.940e-02, eta: 4 days, 2:31:26, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4602, loss_cls: 3.7438, loss: 3.7438, grad_norm: 2.0795 2020-07-24 22:36:26,269 - mmaction - INFO - Epoch [39][1440/3757] lr: 8.940e-02, eta: 4 days, 2:29:51, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4773, loss_cls: 3.6475, loss: 3.6475, grad_norm: 2.0514 2020-07-24 22:36:37,670 - mmaction - INFO - Epoch [39][1460/3757] lr: 8.940e-02, eta: 4 days, 2:28:17, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4547, loss_cls: 3.6871, loss: 3.6871, grad_norm: 1.9943 2020-07-24 22:36:49,089 - mmaction - INFO - Epoch [39][1480/3757] lr: 8.940e-02, eta: 4 days, 2:26:43, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4539, loss_cls: 3.7477, loss: 3.7477, grad_norm: 2.0920 2020-07-24 22:37:00,476 - mmaction - INFO - Epoch [39][1500/3757] lr: 8.940e-02, eta: 4 days, 2:25:09, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4313, loss_cls: 3.8249, loss: 3.8249, grad_norm: 2.1358 2020-07-24 22:37:11,924 - mmaction - INFO - Epoch [39][1520/3757] lr: 8.940e-02, eta: 4 days, 2:23:38, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4555, loss_cls: 3.7436, loss: 3.7436, grad_norm: 2.0286 2020-07-24 22:37:23,351 - mmaction - INFO - Epoch [39][1540/3757] lr: 8.940e-02, eta: 4 days, 2:22:07, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4484, loss_cls: 3.6852, loss: 3.6852, grad_norm: 2.0611 2020-07-24 22:37:34,799 - mmaction - INFO - Epoch [39][1560/3757] lr: 8.940e-02, eta: 4 days, 2:20:36, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2086, top5_acc: 0.4430, loss_cls: 3.8006, loss: 3.8006, grad_norm: 2.0566 2020-07-24 22:37:46,208 - mmaction - INFO - Epoch [39][1580/3757] lr: 8.940e-02, eta: 4 days, 2:19:03, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4469, loss_cls: 3.7766, loss: 3.7766, grad_norm: 2.0228 2020-07-24 22:37:57,684 - mmaction - INFO - Epoch [39][1600/3757] lr: 8.940e-02, eta: 4 days, 2:17:35, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2078, top5_acc: 0.4445, loss_cls: 3.7845, loss: 3.7845, grad_norm: 2.0454 2020-07-24 22:38:09,042 - mmaction - INFO - Epoch [39][1620/3757] lr: 8.940e-02, eta: 4 days, 2:16:01, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2086, top5_acc: 0.4484, loss_cls: 3.8032, loss: 3.8032, grad_norm: 2.0843 2020-07-24 22:38:20,446 - mmaction - INFO - Epoch [39][1640/3757] lr: 8.940e-02, eta: 4 days, 2:14:29, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2047, top5_acc: 0.4359, loss_cls: 3.7852, loss: 3.7852, grad_norm: 2.0550 2020-07-24 22:38:31,772 - mmaction - INFO - Epoch [39][1660/3757] lr: 8.940e-02, eta: 4 days, 2:12:55, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4734, loss_cls: 3.6106, loss: 3.6106, grad_norm: 2.0337 2020-07-24 22:38:43,159 - mmaction - INFO - Epoch [39][1680/3757] lr: 8.940e-02, eta: 4 days, 2:11:23, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4406, loss_cls: 3.7932, loss: 3.7932, grad_norm: 2.1616 2020-07-24 22:38:54,516 - mmaction - INFO - Epoch [39][1700/3757] lr: 8.940e-02, eta: 4 days, 2:09:50, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4562, loss_cls: 3.7290, loss: 3.7290, grad_norm: 2.0996 2020-07-24 22:39:05,952 - mmaction - INFO - Epoch [39][1720/3757] lr: 8.940e-02, eta: 4 days, 2:08:21, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2016, top5_acc: 0.4492, loss_cls: 3.7482, loss: 3.7482, grad_norm: 2.0474 2020-07-24 22:39:17,433 - mmaction - INFO - Epoch [39][1740/3757] lr: 8.940e-02, eta: 4 days, 2:06:54, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.1953, top5_acc: 0.4414, loss_cls: 3.7567, loss: 3.7567, grad_norm: 2.0726 2020-07-24 22:39:28,790 - mmaction - INFO - Epoch [39][1760/3757] lr: 8.940e-02, eta: 4 days, 2:05:22, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4656, loss_cls: 3.6759, loss: 3.6759, grad_norm: 2.0443 2020-07-24 22:39:40,173 - mmaction - INFO - Epoch [39][1780/3757] lr: 8.940e-02, eta: 4 days, 2:03:52, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2031, top5_acc: 0.4359, loss_cls: 3.7789, loss: 3.7789, grad_norm: 2.0430 2020-07-24 22:39:51,579 - mmaction - INFO - Epoch [39][1800/3757] lr: 8.940e-02, eta: 4 days, 2:02:22, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4523, loss_cls: 3.7482, loss: 3.7482, grad_norm: 2.0502 2020-07-24 22:40:02,951 - mmaction - INFO - Epoch [39][1820/3757] lr: 8.940e-02, eta: 4 days, 2:00:52, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4500, loss_cls: 3.7782, loss: 3.7782, grad_norm: 2.1206 2020-07-24 22:40:14,275 - mmaction - INFO - Epoch [39][1840/3757] lr: 8.940e-02, eta: 4 days, 1:59:19, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4297, loss_cls: 3.8103, loss: 3.8103, grad_norm: 2.0881 2020-07-24 22:40:25,730 - mmaction - INFO - Epoch [39][1860/3757] lr: 8.940e-02, eta: 4 days, 1:57:52, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2016, top5_acc: 0.4484, loss_cls: 3.7811, loss: 3.7811, grad_norm: 2.1178 2020-07-24 22:40:37,101 - mmaction - INFO - Epoch [39][1880/3757] lr: 8.940e-02, eta: 4 days, 1:56:23, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4695, loss_cls: 3.6938, loss: 3.6938, grad_norm: 2.1587 2020-07-24 22:40:48,454 - mmaction - INFO - Epoch [39][1900/3757] lr: 8.940e-02, eta: 4 days, 1:54:52, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4555, loss_cls: 3.6684, loss: 3.6684, grad_norm: 2.1084 2020-07-24 22:40:59,901 - mmaction - INFO - Epoch [39][1920/3757] lr: 8.940e-02, eta: 4 days, 1:53:26, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2062, top5_acc: 0.4352, loss_cls: 3.7819, loss: 3.7819, grad_norm: 2.1764 2020-07-24 22:41:11,305 - mmaction - INFO - Epoch [39][1940/3757] lr: 8.940e-02, eta: 4 days, 1:51:58, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2000, top5_acc: 0.4461, loss_cls: 3.7689, loss: 3.7689, grad_norm: 2.1025 2020-07-24 22:41:22,801 - mmaction - INFO - Epoch [39][1960/3757] lr: 8.940e-02, eta: 4 days, 1:50:34, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4688, loss_cls: 3.6762, loss: 3.6762, grad_norm: 2.1070 2020-07-24 22:41:34,218 - mmaction - INFO - Epoch [39][1980/3757] lr: 8.940e-02, eta: 4 days, 1:49:07, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4430, loss_cls: 3.8013, loss: 3.8013, grad_norm: 2.0669 2020-07-24 22:41:45,605 - mmaction - INFO - Epoch [39][2000/3757] lr: 8.940e-02, eta: 4 days, 1:47:39, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4523, loss_cls: 3.6913, loss: 3.6913, grad_norm: 2.0566 2020-07-24 22:41:57,011 - mmaction - INFO - Epoch [39][2020/3757] lr: 8.940e-02, eta: 4 days, 1:46:12, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2102, top5_acc: 0.4461, loss_cls: 3.7642, loss: 3.7642, grad_norm: 2.0736 2020-07-24 22:42:08,485 - mmaction - INFO - Epoch [39][2040/3757] lr: 8.940e-02, eta: 4 days, 1:44:48, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4523, loss_cls: 3.7223, loss: 3.7223, grad_norm: 2.0511 2020-07-24 22:42:19,891 - mmaction - INFO - Epoch [39][2060/3757] lr: 8.940e-02, eta: 4 days, 1:43:22, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2062, top5_acc: 0.4508, loss_cls: 3.7992, loss: 3.7992, grad_norm: 2.1106 2020-07-24 22:42:31,296 - mmaction - INFO - Epoch [39][2080/3757] lr: 8.940e-02, eta: 4 days, 1:41:55, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4672, loss_cls: 3.6825, loss: 3.6825, grad_norm: 2.1105 2020-07-24 22:42:42,706 - mmaction - INFO - Epoch [39][2100/3757] lr: 8.940e-02, eta: 4 days, 1:40:30, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4516, loss_cls: 3.7282, loss: 3.7282, grad_norm: 2.0655 2020-07-24 22:42:54,223 - mmaction - INFO - Epoch [39][2120/3757] lr: 8.940e-02, eta: 4 days, 1:39:08, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2008, top5_acc: 0.4313, loss_cls: 3.8836, loss: 3.8836, grad_norm: 2.1379 2020-07-24 22:43:05,699 - mmaction - INFO - Epoch [39][2140/3757] lr: 8.940e-02, eta: 4 days, 1:37:46, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.2078, top5_acc: 0.4641, loss_cls: 3.7871, loss: 3.7871, grad_norm: 2.1144 2020-07-24 22:43:17,159 - mmaction - INFO - Epoch [39][2160/3757] lr: 8.940e-02, eta: 4 days, 1:36:22, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4367, loss_cls: 3.7849, loss: 3.7849, grad_norm: 2.0619 2020-07-24 22:43:28,676 - mmaction - INFO - Epoch [39][2180/3757] lr: 8.940e-02, eta: 4 days, 1:35:01, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4609, loss_cls: 3.6625, loss: 3.6625, grad_norm: 2.0701 2020-07-24 22:43:40,040 - mmaction - INFO - Epoch [39][2200/3757] lr: 8.940e-02, eta: 4 days, 1:33:35, time: 0.568, data_time: 0.001, memory: 5232, top1_acc: 0.2031, top5_acc: 0.4594, loss_cls: 3.7130, loss: 3.7130, grad_norm: 2.1275 2020-07-24 22:43:51,524 - mmaction - INFO - Epoch [39][2220/3757] lr: 8.940e-02, eta: 4 days, 1:32:13, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2086, top5_acc: 0.4445, loss_cls: 3.8189, loss: 3.8189, grad_norm: 2.1391 2020-07-24 22:44:03,043 - mmaction - INFO - Epoch [39][2240/3757] lr: 8.940e-02, eta: 4 days, 1:30:53, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2031, top5_acc: 0.4570, loss_cls: 3.8048, loss: 3.8048, grad_norm: 2.0708 2020-07-24 22:44:14,542 - mmaction - INFO - Epoch [39][2260/3757] lr: 8.940e-02, eta: 4 days, 1:29:33, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2070, top5_acc: 0.4594, loss_cls: 3.7444, loss: 3.7444, grad_norm: 2.0644 2020-07-24 22:44:26,045 - mmaction - INFO - Epoch [39][2280/3757] lr: 8.940e-02, eta: 4 days, 1:28:12, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.1977, top5_acc: 0.4250, loss_cls: 3.8133, loss: 3.8133, grad_norm: 2.0416 2020-07-24 22:44:37,420 - mmaction - INFO - Epoch [39][2300/3757] lr: 8.940e-02, eta: 4 days, 1:26:47, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4539, loss_cls: 3.7529, loss: 3.7529, grad_norm: 2.0400 2020-07-24 22:44:48,848 - mmaction - INFO - Epoch [39][2320/3757] lr: 8.940e-02, eta: 4 days, 1:25:25, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2023, top5_acc: 0.4492, loss_cls: 3.7323, loss: 3.7323, grad_norm: 2.0941 2020-07-24 22:45:00,152 - mmaction - INFO - Epoch [39][2340/3757] lr: 8.940e-02, eta: 4 days, 1:23:57, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4570, loss_cls: 3.7351, loss: 3.7351, grad_norm: 2.1154 2020-07-24 22:45:11,641 - mmaction - INFO - Epoch [39][2360/3757] lr: 8.940e-02, eta: 4 days, 1:22:37, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4625, loss_cls: 3.7406, loss: 3.7406, grad_norm: 2.0326 2020-07-24 22:45:23,125 - mmaction - INFO - Epoch [39][2380/3757] lr: 8.940e-02, eta: 4 days, 1:21:17, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4406, loss_cls: 3.7495, loss: 3.7495, grad_norm: 2.0769 2020-07-24 22:45:34,567 - mmaction - INFO - Epoch [39][2400/3757] lr: 8.940e-02, eta: 4 days, 1:19:55, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4469, loss_cls: 3.7283, loss: 3.7283, grad_norm: 2.0430 2020-07-24 22:45:46,029 - mmaction - INFO - Epoch [39][2420/3757] lr: 8.940e-02, eta: 4 days, 1:18:35, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2094, top5_acc: 0.4578, loss_cls: 3.7098, loss: 3.7098, grad_norm: 2.0431 2020-07-24 22:45:57,447 - mmaction - INFO - Epoch [39][2440/3757] lr: 8.940e-02, eta: 4 days, 1:17:13, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4391, loss_cls: 3.7825, loss: 3.7825, grad_norm: 2.0760 2020-07-24 22:46:08,817 - mmaction - INFO - Epoch [39][2460/3757] lr: 8.940e-02, eta: 4 days, 1:15:49, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4773, loss_cls: 3.6797, loss: 3.6797, grad_norm: 2.0831 2020-07-24 22:46:20,167 - mmaction - INFO - Epoch [39][2480/3757] lr: 8.940e-02, eta: 4 days, 1:14:26, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4516, loss_cls: 3.7965, loss: 3.7965, grad_norm: 2.0597 2020-07-24 22:46:31,603 - mmaction - INFO - Epoch [39][2500/3757] lr: 8.940e-02, eta: 4 days, 1:13:05, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4320, loss_cls: 3.8114, loss: 3.8114, grad_norm: 2.0959 2020-07-24 22:46:43,021 - mmaction - INFO - Epoch [39][2520/3757] lr: 8.940e-02, eta: 4 days, 1:11:44, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4602, loss_cls: 3.6320, loss: 3.6320, grad_norm: 2.0485 2020-07-24 22:46:54,557 - mmaction - INFO - Epoch [39][2540/3757] lr: 8.940e-02, eta: 4 days, 1:10:27, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4562, loss_cls: 3.7298, loss: 3.7298, grad_norm: 2.1132 2020-07-24 22:47:05,952 - mmaction - INFO - Epoch [39][2560/3757] lr: 8.940e-02, eta: 4 days, 1:09:06, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4437, loss_cls: 3.7652, loss: 3.7652, grad_norm: 2.0480 2020-07-24 22:47:17,381 - mmaction - INFO - Epoch [39][2580/3757] lr: 8.940e-02, eta: 4 days, 1:07:46, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4586, loss_cls: 3.7037, loss: 3.7037, grad_norm: 2.0740 2020-07-24 22:47:28,766 - mmaction - INFO - Epoch [39][2600/3757] lr: 8.940e-02, eta: 4 days, 1:06:24, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4688, loss_cls: 3.7014, loss: 3.7014, grad_norm: 2.0604 2020-07-24 22:47:40,191 - mmaction - INFO - Epoch [39][2620/3757] lr: 8.940e-02, eta: 4 days, 1:05:04, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4211, loss_cls: 3.8100, loss: 3.8100, grad_norm: 2.1545 2020-07-24 22:47:51,666 - mmaction - INFO - Epoch [39][2640/3757] lr: 8.940e-02, eta: 4 days, 1:03:47, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4594, loss_cls: 3.7000, loss: 3.7000, grad_norm: 2.0802 2020-07-24 22:48:03,242 - mmaction - INFO - Epoch [39][2660/3757] lr: 8.940e-02, eta: 4 days, 1:02:33, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4492, loss_cls: 3.7364, loss: 3.7364, grad_norm: 2.1016 2020-07-24 22:48:14,673 - mmaction - INFO - Epoch [39][2680/3757] lr: 8.940e-02, eta: 4 days, 1:01:14, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4367, loss_cls: 3.7498, loss: 3.7498, grad_norm: 2.0770 2020-07-24 22:48:26,172 - mmaction - INFO - Epoch [39][2700/3757] lr: 8.940e-02, eta: 4 days, 0:59:58, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.1914, top5_acc: 0.4539, loss_cls: 3.8198, loss: 3.8198, grad_norm: 2.1393 2020-07-24 22:48:37,719 - mmaction - INFO - Epoch [39][2720/3757] lr: 8.940e-02, eta: 4 days, 0:58:43, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4414, loss_cls: 3.8159, loss: 3.8159, grad_norm: 2.0781 2020-07-24 22:48:49,204 - mmaction - INFO - Epoch [39][2740/3757] lr: 8.940e-02, eta: 4 days, 0:57:27, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4641, loss_cls: 3.6975, loss: 3.6975, grad_norm: 2.0781 2020-07-24 22:49:00,584 - mmaction - INFO - Epoch [39][2760/3757] lr: 8.940e-02, eta: 4 days, 0:56:06, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4453, loss_cls: 3.7349, loss: 3.7349, grad_norm: 2.1062 2020-07-24 22:49:12,090 - mmaction - INFO - Epoch [39][2780/3757] lr: 8.940e-02, eta: 4 days, 0:54:51, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2062, top5_acc: 0.4320, loss_cls: 3.7666, loss: 3.7666, grad_norm: 2.0808 2020-07-24 22:49:23,521 - mmaction - INFO - Epoch [39][2800/3757] lr: 8.940e-02, eta: 4 days, 0:53:33, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.1961, top5_acc: 0.4469, loss_cls: 3.7636, loss: 3.7636, grad_norm: 2.0505 2020-07-24 22:49:35,008 - mmaction - INFO - Epoch [39][2820/3757] lr: 8.940e-02, eta: 4 days, 0:52:18, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4664, loss_cls: 3.6690, loss: 3.6690, grad_norm: 2.0157 2020-07-24 22:49:46,428 - mmaction - INFO - Epoch [39][2840/3757] lr: 8.940e-02, eta: 4 days, 0:51:00, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4453, loss_cls: 3.7807, loss: 3.7807, grad_norm: 2.1525 2020-07-24 22:49:57,881 - mmaction - INFO - Epoch [39][2860/3757] lr: 8.940e-02, eta: 4 days, 0:49:43, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4508, loss_cls: 3.7092, loss: 3.7092, grad_norm: 2.0733 2020-07-24 22:50:09,434 - mmaction - INFO - Epoch [39][2880/3757] lr: 8.940e-02, eta: 4 days, 0:48:30, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4719, loss_cls: 3.6216, loss: 3.6216, grad_norm: 2.0866 2020-07-24 22:50:20,892 - mmaction - INFO - Epoch [39][2900/3757] lr: 8.940e-02, eta: 4 days, 0:47:14, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4625, loss_cls: 3.6924, loss: 3.6924, grad_norm: 2.0827 2020-07-24 22:50:32,331 - mmaction - INFO - Epoch [39][2920/3757] lr: 8.940e-02, eta: 4 days, 0:45:58, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4562, loss_cls: 3.7084, loss: 3.7084, grad_norm: 2.0800 2020-07-24 22:50:43,850 - mmaction - INFO - Epoch [39][2940/3757] lr: 8.940e-02, eta: 4 days, 0:44:45, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4445, loss_cls: 3.7962, loss: 3.7962, grad_norm: 2.0479 2020-07-24 22:50:55,174 - mmaction - INFO - Epoch [39][2960/3757] lr: 8.940e-02, eta: 4 days, 0:43:25, time: 0.567, data_time: 0.004, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4711, loss_cls: 3.6744, loss: 3.6744, grad_norm: 2.0583 2020-07-24 22:51:06,603 - mmaction - INFO - Epoch [39][2980/3757] lr: 8.940e-02, eta: 4 days, 0:42:08, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4625, loss_cls: 3.6746, loss: 3.6746, grad_norm: 2.0841 2020-07-24 22:51:18,039 - mmaction - INFO - Epoch [39][3000/3757] lr: 8.940e-02, eta: 4 days, 0:40:52, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.1969, top5_acc: 0.4578, loss_cls: 3.7879, loss: 3.7879, grad_norm: 2.1425 2020-07-24 22:51:29,536 - mmaction - INFO - Epoch [39][3020/3757] lr: 8.940e-02, eta: 4 days, 0:39:39, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2055, top5_acc: 0.4414, loss_cls: 3.7995, loss: 3.7995, grad_norm: 2.1027 2020-07-24 22:51:40,983 - mmaction - INFO - Epoch [39][3040/3757] lr: 8.940e-02, eta: 4 days, 0:38:23, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4742, loss_cls: 3.6590, loss: 3.6590, grad_norm: 2.0632 2020-07-24 22:51:52,411 - mmaction - INFO - Epoch [39][3060/3757] lr: 8.940e-02, eta: 4 days, 0:37:08, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2016, top5_acc: 0.4422, loss_cls: 3.7989, loss: 3.7989, grad_norm: 2.1097 2020-07-24 22:52:03,889 - mmaction - INFO - Epoch [39][3080/3757] lr: 8.940e-02, eta: 4 days, 0:35:55, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4383, loss_cls: 3.8681, loss: 3.8681, grad_norm: 2.0668 2020-07-24 22:52:15,354 - mmaction - INFO - Epoch [39][3100/3757] lr: 8.940e-02, eta: 4 days, 0:34:41, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2070, top5_acc: 0.4531, loss_cls: 3.7032, loss: 3.7032, grad_norm: 2.0393 2020-07-24 22:52:26,758 - mmaction - INFO - Epoch [39][3120/3757] lr: 8.940e-02, eta: 4 days, 0:33:24, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.1922, top5_acc: 0.4203, loss_cls: 3.8854, loss: 3.8854, grad_norm: 2.1331 2020-07-24 22:52:38,199 - mmaction - INFO - Epoch [39][3140/3757] lr: 8.940e-02, eta: 4 days, 0:32:10, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4547, loss_cls: 3.7610, loss: 3.7610, grad_norm: 2.0740 2020-07-24 22:52:49,630 - mmaction - INFO - Epoch [39][3160/3757] lr: 8.940e-02, eta: 4 days, 0:30:55, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4258, loss_cls: 3.7971, loss: 3.7971, grad_norm: 2.0519 2020-07-24 22:53:01,032 - mmaction - INFO - Epoch [39][3180/3757] lr: 8.940e-02, eta: 4 days, 0:29:40, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4570, loss_cls: 3.7573, loss: 3.7573, grad_norm: 2.0305 2020-07-24 22:53:12,514 - mmaction - INFO - Epoch [39][3200/3757] lr: 8.940e-02, eta: 4 days, 0:28:28, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.1969, top5_acc: 0.4414, loss_cls: 3.8017, loss: 3.8017, grad_norm: 2.0919 2020-07-24 22:53:24,002 - mmaction - INFO - Epoch [39][3220/3757] lr: 8.940e-02, eta: 4 days, 0:27:15, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4648, loss_cls: 3.7238, loss: 3.7238, grad_norm: 2.0308 2020-07-24 22:53:35,487 - mmaction - INFO - Epoch [39][3240/3757] lr: 8.940e-02, eta: 4 days, 0:26:03, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4703, loss_cls: 3.7266, loss: 3.7266, grad_norm: 2.0332 2020-07-24 22:53:46,946 - mmaction - INFO - Epoch [39][3260/3757] lr: 8.940e-02, eta: 4 days, 0:24:51, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2102, top5_acc: 0.4664, loss_cls: 3.6756, loss: 3.6756, grad_norm: 2.0964 2020-07-24 22:53:58,404 - mmaction - INFO - Epoch [39][3280/3757] lr: 8.940e-02, eta: 4 days, 0:23:38, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.1969, top5_acc: 0.4203, loss_cls: 3.8220, loss: 3.8220, grad_norm: 2.0971 2020-07-24 22:54:09,815 - mmaction - INFO - Epoch [39][3300/3757] lr: 8.940e-02, eta: 4 days, 0:22:24, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4586, loss_cls: 3.7253, loss: 3.7253, grad_norm: 1.9993 2020-07-24 22:54:21,229 - mmaction - INFO - Epoch [39][3320/3757] lr: 8.940e-02, eta: 4 days, 0:21:10, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4547, loss_cls: 3.7036, loss: 3.7036, grad_norm: 2.0004 2020-07-24 22:54:32,612 - mmaction - INFO - Epoch [39][3340/3757] lr: 8.940e-02, eta: 4 days, 0:19:55, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4398, loss_cls: 3.7768, loss: 3.7768, grad_norm: 2.0855 2020-07-24 22:54:44,092 - mmaction - INFO - Epoch [39][3360/3757] lr: 8.940e-02, eta: 4 days, 0:18:44, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4437, loss_cls: 3.7407, loss: 3.7407, grad_norm: 2.0052 2020-07-24 22:54:55,519 - mmaction - INFO - Epoch [39][3380/3757] lr: 8.940e-02, eta: 4 days, 0:17:31, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4602, loss_cls: 3.7748, loss: 3.7748, grad_norm: 2.0631 2020-07-24 22:55:06,920 - mmaction - INFO - Epoch [39][3400/3757] lr: 8.940e-02, eta: 4 days, 0:16:17, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4344, loss_cls: 3.7776, loss: 3.7776, grad_norm: 2.0529 2020-07-24 22:55:18,382 - mmaction - INFO - Epoch [39][3420/3757] lr: 8.940e-02, eta: 4 days, 0:15:06, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4375, loss_cls: 3.7445, loss: 3.7445, grad_norm: 2.0218 2020-07-24 22:55:29,786 - mmaction - INFO - Epoch [39][3440/3757] lr: 8.940e-02, eta: 4 days, 0:13:53, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4695, loss_cls: 3.6286, loss: 3.6286, grad_norm: 2.1267 2020-07-24 22:55:41,148 - mmaction - INFO - Epoch [39][3460/3757] lr: 8.940e-02, eta: 4 days, 0:12:38, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4422, loss_cls: 3.7702, loss: 3.7702, grad_norm: 2.0661 2020-07-24 22:55:52,577 - mmaction - INFO - Epoch [39][3480/3757] lr: 8.940e-02, eta: 4 days, 0:11:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2094, top5_acc: 0.4539, loss_cls: 3.6927, loss: 3.6927, grad_norm: 2.0260 2020-07-24 22:56:04,013 - mmaction - INFO - Epoch [39][3500/3757] lr: 8.940e-02, eta: 4 days, 0:10:14, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2078, top5_acc: 0.4461, loss_cls: 3.7775, loss: 3.7775, grad_norm: 2.0909 2020-07-24 22:56:15,429 - mmaction - INFO - Epoch [39][3520/3757] lr: 8.940e-02, eta: 4 days, 0:09:02, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4492, loss_cls: 3.7772, loss: 3.7772, grad_norm: 2.0920 2020-07-24 22:56:26,890 - mmaction - INFO - Epoch [39][3540/3757] lr: 8.940e-02, eta: 4 days, 0:07:51, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4344, loss_cls: 3.7680, loss: 3.7680, grad_norm: 2.0740 2020-07-24 22:56:38,277 - mmaction - INFO - Epoch [39][3560/3757] lr: 8.940e-02, eta: 4 days, 0:06:39, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2016, top5_acc: 0.4758, loss_cls: 3.6491, loss: 3.6491, grad_norm: 2.0608 2020-07-24 22:56:49,717 - mmaction - INFO - Epoch [39][3580/3757] lr: 8.940e-02, eta: 4 days, 0:05:28, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4484, loss_cls: 3.6692, loss: 3.6692, grad_norm: 2.0809 2020-07-24 22:57:01,089 - mmaction - INFO - Epoch [39][3600/3757] lr: 8.940e-02, eta: 4 days, 0:04:15, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.1945, top5_acc: 0.4375, loss_cls: 3.8180, loss: 3.8180, grad_norm: 2.0987 2020-07-24 22:57:12,487 - mmaction - INFO - Epoch [39][3620/3757] lr: 8.940e-02, eta: 4 days, 0:03:03, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2055, top5_acc: 0.4273, loss_cls: 3.7554, loss: 3.7554, grad_norm: 2.0773 2020-07-24 22:57:23,854 - mmaction - INFO - Epoch [39][3640/3757] lr: 8.940e-02, eta: 4 days, 0:01:50, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4484, loss_cls: 3.7567, loss: 3.7567, grad_norm: 2.0828 2020-07-24 22:57:35,284 - mmaction - INFO - Epoch [39][3660/3757] lr: 8.940e-02, eta: 4 days, 0:00:40, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4531, loss_cls: 3.7367, loss: 3.7367, grad_norm: 2.0789 2020-07-24 22:57:46,660 - mmaction - INFO - Epoch [39][3680/3757] lr: 8.940e-02, eta: 3 days, 23:59:28, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4484, loss_cls: 3.7977, loss: 3.7977, grad_norm: 2.0751 2020-07-24 22:57:58,112 - mmaction - INFO - Epoch [39][3700/3757] lr: 8.940e-02, eta: 3 days, 23:58:18, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4562, loss_cls: 3.6603, loss: 3.6603, grad_norm: 2.0922 2020-07-24 22:58:09,593 - mmaction - INFO - Epoch [39][3720/3757] lr: 8.940e-02, eta: 3 days, 23:57:10, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4352, loss_cls: 3.8058, loss: 3.8058, grad_norm: 2.1048 2020-07-24 22:58:21,091 - mmaction - INFO - Epoch [39][3740/3757] lr: 8.940e-02, eta: 3 days, 23:56:02, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.1953, top5_acc: 0.4211, loss_cls: 3.8328, loss: 3.8328, grad_norm: 2.0752 2020-07-24 23:01:36,154 - mmaction - INFO - Epoch [40][20/3757] lr: 8.886e-02, eta: 4 days, 1:27:41, time: 9.050, data_time: 8.354, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4477, loss_cls: 3.7239, loss: 3.7239, grad_norm: 2.0913 2020-07-24 23:01:47,525 - mmaction - INFO - Epoch [40][40/3757] lr: 8.886e-02, eta: 4 days, 1:26:22, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4602, loss_cls: 3.6921, loss: 3.6921, grad_norm: 2.0686 2020-07-24 23:01:58,877 - mmaction - INFO - Epoch [40][60/3757] lr: 8.886e-02, eta: 4 days, 1:25:02, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4656, loss_cls: 3.6565, loss: 3.6565, grad_norm: 2.0683 2020-07-24 23:02:10,327 - mmaction - INFO - Epoch [40][80/3757] lr: 8.886e-02, eta: 4 days, 1:23:46, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4250, loss_cls: 3.8273, loss: 3.8273, grad_norm: 2.0842 2020-07-24 23:02:21,741 - mmaction - INFO - Epoch [40][100/3757] lr: 8.886e-02, eta: 4 days, 1:22:29, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2078, top5_acc: 0.4469, loss_cls: 3.8039, loss: 3.8039, grad_norm: 2.0162 2020-07-24 23:02:33,063 - mmaction - INFO - Epoch [40][120/3757] lr: 8.886e-02, eta: 4 days, 1:21:09, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4289, loss_cls: 3.7524, loss: 3.7524, grad_norm: 2.0221 2020-07-24 23:02:44,478 - mmaction - INFO - Epoch [40][140/3757] lr: 8.886e-02, eta: 4 days, 1:19:52, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4594, loss_cls: 3.7109, loss: 3.7109, grad_norm: 2.0858 2020-07-24 23:02:55,860 - mmaction - INFO - Epoch [40][160/3757] lr: 8.886e-02, eta: 4 days, 1:18:34, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4484, loss_cls: 3.7373, loss: 3.7373, grad_norm: 2.0893 2020-07-24 23:03:07,264 - mmaction - INFO - Epoch [40][180/3757] lr: 8.886e-02, eta: 4 days, 1:17:18, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4547, loss_cls: 3.7732, loss: 3.7732, grad_norm: 2.0931 2020-07-24 23:03:18,602 - mmaction - INFO - Epoch [40][200/3757] lr: 8.886e-02, eta: 4 days, 1:15:59, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4766, loss_cls: 3.6853, loss: 3.6853, grad_norm: 2.0708 2020-07-24 23:03:29,956 - mmaction - INFO - Epoch [40][220/3757] lr: 8.886e-02, eta: 4 days, 1:14:41, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4586, loss_cls: 3.6384, loss: 3.6384, grad_norm: 2.1057 2020-07-24 23:03:41,285 - mmaction - INFO - Epoch [40][240/3757] lr: 8.886e-02, eta: 4 days, 1:13:21, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4141, loss_cls: 3.8298, loss: 3.8298, grad_norm: 2.0847 2020-07-24 23:03:52,677 - mmaction - INFO - Epoch [40][260/3757] lr: 8.886e-02, eta: 4 days, 1:12:05, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4367, loss_cls: 3.7720, loss: 3.7720, grad_norm: 2.0570 2020-07-24 23:04:04,054 - mmaction - INFO - Epoch [40][280/3757] lr: 8.886e-02, eta: 4 days, 1:10:48, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4469, loss_cls: 3.7840, loss: 3.7840, grad_norm: 2.0387 2020-07-24 23:04:15,462 - mmaction - INFO - Epoch [40][300/3757] lr: 8.886e-02, eta: 4 days, 1:09:32, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4453, loss_cls: 3.7800, loss: 3.7800, grad_norm: 2.0411 2020-07-24 23:04:26,739 - mmaction - INFO - Epoch [40][320/3757] lr: 8.886e-02, eta: 4 days, 1:08:12, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4828, loss_cls: 3.6183, loss: 3.6183, grad_norm: 2.0645 2020-07-24 23:04:38,171 - mmaction - INFO - Epoch [40][340/3757] lr: 8.886e-02, eta: 4 days, 1:06:58, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4477, loss_cls: 3.7197, loss: 3.7197, grad_norm: 2.0691 2020-07-24 23:04:49,547 - mmaction - INFO - Epoch [40][360/3757] lr: 8.886e-02, eta: 4 days, 1:05:41, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4625, loss_cls: 3.6748, loss: 3.6748, grad_norm: 2.0786 2020-07-24 23:05:00,938 - mmaction - INFO - Epoch [40][380/3757] lr: 8.886e-02, eta: 4 days, 1:04:26, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2102, top5_acc: 0.4555, loss_cls: 3.7446, loss: 3.7446, grad_norm: 2.1404 2020-07-24 23:05:12,291 - mmaction - INFO - Epoch [40][400/3757] lr: 8.886e-02, eta: 4 days, 1:03:09, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4492, loss_cls: 3.7434, loss: 3.7434, grad_norm: 2.0814 2020-07-24 23:05:23,707 - mmaction - INFO - Epoch [40][420/3757] lr: 8.886e-02, eta: 4 days, 1:01:55, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4758, loss_cls: 3.6384, loss: 3.6384, grad_norm: 2.0746 2020-07-24 23:05:35,139 - mmaction - INFO - Epoch [40][440/3757] lr: 8.886e-02, eta: 4 days, 1:00:41, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4445, loss_cls: 3.7775, loss: 3.7775, grad_norm: 2.1672 2020-07-24 23:05:46,621 - mmaction - INFO - Epoch [40][460/3757] lr: 8.886e-02, eta: 4 days, 0:59:29, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4609, loss_cls: 3.6747, loss: 3.6747, grad_norm: 2.0940 2020-07-24 23:05:58,071 - mmaction - INFO - Epoch [40][480/3757] lr: 8.886e-02, eta: 4 days, 0:58:17, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2016, top5_acc: 0.4547, loss_cls: 3.7361, loss: 3.7361, grad_norm: 2.0979 2020-07-24 23:06:09,433 - mmaction - INFO - Epoch [40][500/3757] lr: 8.886e-02, eta: 4 days, 0:57:01, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4555, loss_cls: 3.7247, loss: 3.7247, grad_norm: 2.0760 2020-07-24 23:06:20,766 - mmaction - INFO - Epoch [40][520/3757] lr: 8.886e-02, eta: 4 days, 0:55:45, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2039, top5_acc: 0.4453, loss_cls: 3.7703, loss: 3.7703, grad_norm: 2.1133 2020-07-24 23:06:32,146 - mmaction - INFO - Epoch [40][540/3757] lr: 8.886e-02, eta: 4 days, 0:54:30, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2078, top5_acc: 0.4398, loss_cls: 3.7759, loss: 3.7759, grad_norm: 2.1059 2020-07-24 23:06:43,574 - mmaction - INFO - Epoch [40][560/3757] lr: 8.886e-02, eta: 4 days, 0:53:17, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4547, loss_cls: 3.7314, loss: 3.7314, grad_norm: 2.0991 2020-07-24 23:06:55,015 - mmaction - INFO - Epoch [40][580/3757] lr: 8.886e-02, eta: 4 days, 0:52:05, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2086, top5_acc: 0.4453, loss_cls: 3.7841, loss: 3.7841, grad_norm: 2.0484 2020-07-24 23:07:06,277 - mmaction - INFO - Epoch [40][600/3757] lr: 8.886e-02, eta: 4 days, 0:50:47, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4602, loss_cls: 3.6845, loss: 3.6845, grad_norm: 2.0486 2020-07-24 23:07:17,707 - mmaction - INFO - Epoch [40][620/3757] lr: 8.886e-02, eta: 4 days, 0:49:35, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4328, loss_cls: 3.8088, loss: 3.8088, grad_norm: 2.0788 2020-07-24 23:07:29,167 - mmaction - INFO - Epoch [40][640/3757] lr: 8.886e-02, eta: 4 days, 0:48:24, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4602, loss_cls: 3.6849, loss: 3.6849, grad_norm: 2.0272 2020-07-24 23:07:40,463 - mmaction - INFO - Epoch [40][660/3757] lr: 8.886e-02, eta: 4 days, 0:47:07, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2070, top5_acc: 0.4430, loss_cls: 3.7904, loss: 3.7904, grad_norm: 2.0984 2020-07-24 23:07:51,851 - mmaction - INFO - Epoch [40][680/3757] lr: 8.886e-02, eta: 4 days, 0:45:54, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4633, loss_cls: 3.7095, loss: 3.7095, grad_norm: 2.0792 2020-07-24 23:08:03,233 - mmaction - INFO - Epoch [40][700/3757] lr: 8.886e-02, eta: 4 days, 0:44:41, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2086, top5_acc: 0.4422, loss_cls: 3.7909, loss: 3.7909, grad_norm: 2.0768 2020-07-24 23:08:14,720 - mmaction - INFO - Epoch [40][720/3757] lr: 8.886e-02, eta: 4 days, 0:43:31, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4469, loss_cls: 3.7317, loss: 3.7317, grad_norm: 2.0555 2020-07-24 23:08:26,139 - mmaction - INFO - Epoch [40][740/3757] lr: 8.886e-02, eta: 4 days, 0:42:19, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4508, loss_cls: 3.7815, loss: 3.7815, grad_norm: 2.1213 2020-07-24 23:08:37,606 - mmaction - INFO - Epoch [40][760/3757] lr: 8.886e-02, eta: 4 days, 0:41:09, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4609, loss_cls: 3.6302, loss: 3.6302, grad_norm: 2.0673 2020-07-24 23:08:48,975 - mmaction - INFO - Epoch [40][780/3757] lr: 8.886e-02, eta: 4 days, 0:39:56, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2086, top5_acc: 0.4617, loss_cls: 3.7407, loss: 3.7407, grad_norm: 2.1253 2020-07-24 23:09:00,351 - mmaction - INFO - Epoch [40][800/3757] lr: 8.886e-02, eta: 4 days, 0:38:43, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4414, loss_cls: 3.8032, loss: 3.8032, grad_norm: 2.0877 2020-07-24 23:09:12,123 - mmaction - INFO - Epoch [40][820/3757] lr: 8.886e-02, eta: 4 days, 0:37:44, time: 0.589, data_time: 0.024, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4547, loss_cls: 3.6831, loss: 3.6831, grad_norm: 2.0988 2020-07-24 23:09:23,445 - mmaction - INFO - Epoch [40][840/3757] lr: 8.886e-02, eta: 4 days, 0:36:30, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4656, loss_cls: 3.7003, loss: 3.7003, grad_norm: 2.1554 2020-07-24 23:09:36,407 - mmaction - INFO - Epoch [40][860/3757] lr: 8.886e-02, eta: 4 days, 0:36:10, time: 0.648, data_time: 0.003, memory: 5232, top1_acc: 0.2094, top5_acc: 0.4711, loss_cls: 3.7032, loss: 3.7032, grad_norm: 2.1255 2020-07-24 23:09:47,806 - mmaction - INFO - Epoch [40][880/3757] lr: 8.886e-02, eta: 4 days, 0:34:59, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4453, loss_cls: 3.7395, loss: 3.7395, grad_norm: 2.0508 2020-07-24 23:09:59,135 - mmaction - INFO - Epoch [40][900/3757] lr: 8.886e-02, eta: 4 days, 0:33:45, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4313, loss_cls: 3.7909, loss: 3.7909, grad_norm: 2.0658 2020-07-24 23:10:10,506 - mmaction - INFO - Epoch [40][920/3757] lr: 8.886e-02, eta: 4 days, 0:32:34, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4320, loss_cls: 3.8167, loss: 3.8167, grad_norm: 2.1090 2020-07-24 23:10:22,889 - mmaction - INFO - Epoch [40][940/3757] lr: 8.886e-02, eta: 4 days, 0:31:55, time: 0.619, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4508, loss_cls: 3.7208, loss: 3.7208, grad_norm: 2.0583 2020-07-24 23:10:34,266 - mmaction - INFO - Epoch [40][960/3757] lr: 8.886e-02, eta: 4 days, 0:30:43, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2023, top5_acc: 0.4336, loss_cls: 3.7142, loss: 3.7142, grad_norm: 2.0230 2020-07-24 23:10:45,654 - mmaction - INFO - Epoch [40][980/3757] lr: 8.886e-02, eta: 4 days, 0:29:32, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.1961, top5_acc: 0.4375, loss_cls: 3.8370, loss: 3.8370, grad_norm: 2.1435 2020-07-24 23:10:56,990 - mmaction - INFO - Epoch [40][1000/3757] lr: 8.886e-02, eta: 4 days, 0:28:20, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4773, loss_cls: 3.7286, loss: 3.7286, grad_norm: 2.0583 2020-07-24 23:11:09,494 - mmaction - INFO - Epoch [40][1020/3757] lr: 8.886e-02, eta: 4 days, 0:27:46, time: 0.625, data_time: 0.003, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4437, loss_cls: 3.8209, loss: 3.8209, grad_norm: 2.0870 2020-07-24 23:11:22,367 - mmaction - INFO - Epoch [40][1040/3757] lr: 8.886e-02, eta: 4 days, 0:27:24, time: 0.643, data_time: 0.002, memory: 5232, top1_acc: 0.2039, top5_acc: 0.4391, loss_cls: 3.8068, loss: 3.8068, grad_norm: 2.1122 2020-07-24 23:11:33,637 - mmaction - INFO - Epoch [40][1060/3757] lr: 8.886e-02, eta: 4 days, 0:26:10, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2078, top5_acc: 0.4445, loss_cls: 3.7553, loss: 3.7553, grad_norm: 2.0912 2020-07-24 23:11:45,022 - mmaction - INFO - Epoch [40][1080/3757] lr: 8.886e-02, eta: 4 days, 0:24:59, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4430, loss_cls: 3.7946, loss: 3.7946, grad_norm: 2.0833 2020-07-24 23:11:56,389 - mmaction - INFO - Epoch [40][1100/3757] lr: 8.886e-02, eta: 4 days, 0:23:48, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4562, loss_cls: 3.6909, loss: 3.6909, grad_norm: 2.0652 2020-07-24 23:12:08,744 - mmaction - INFO - Epoch [40][1120/3757] lr: 8.886e-02, eta: 4 days, 0:23:09, time: 0.617, data_time: 0.053, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4492, loss_cls: 3.7421, loss: 3.7421, grad_norm: 2.1055 2020-07-24 23:12:20,229 - mmaction - INFO - Epoch [40][1140/3757] lr: 8.886e-02, eta: 4 days, 0:22:03, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4484, loss_cls: 3.7950, loss: 3.7950, grad_norm: 2.1321 2020-07-24 23:12:31,559 - mmaction - INFO - Epoch [40][1160/3757] lr: 8.886e-02, eta: 4 days, 0:20:51, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4570, loss_cls: 3.7118, loss: 3.7118, grad_norm: 2.0251 2020-07-24 23:12:43,061 - mmaction - INFO - Epoch [40][1180/3757] lr: 8.886e-02, eta: 4 days, 0:19:45, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4492, loss_cls: 3.7307, loss: 3.7307, grad_norm: 2.0343 2020-07-24 23:12:54,478 - mmaction - INFO - Epoch [40][1200/3757] lr: 8.886e-02, eta: 4 days, 0:18:36, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4586, loss_cls: 3.6486, loss: 3.6486, grad_norm: 2.0663 2020-07-24 23:13:05,882 - mmaction - INFO - Epoch [40][1220/3757] lr: 8.886e-02, eta: 4 days, 0:17:28, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4445, loss_cls: 3.7749, loss: 3.7749, grad_norm: 2.0723 2020-07-24 23:13:17,362 - mmaction - INFO - Epoch [40][1240/3757] lr: 8.886e-02, eta: 4 days, 0:16:21, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4422, loss_cls: 3.7311, loss: 3.7311, grad_norm: 2.0898 2020-07-24 23:13:28,895 - mmaction - INFO - Epoch [40][1260/3757] lr: 8.886e-02, eta: 4 days, 0:15:16, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4625, loss_cls: 3.6649, loss: 3.6649, grad_norm: 2.1327 2020-07-24 23:13:40,300 - mmaction - INFO - Epoch [40][1280/3757] lr: 8.886e-02, eta: 4 days, 0:14:08, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4430, loss_cls: 3.7604, loss: 3.7604, grad_norm: 2.0975 2020-07-24 23:13:51,735 - mmaction - INFO - Epoch [40][1300/3757] lr: 8.886e-02, eta: 4 days, 0:13:01, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4523, loss_cls: 3.7225, loss: 3.7225, grad_norm: 2.0726 2020-07-24 23:14:03,198 - mmaction - INFO - Epoch [40][1320/3757] lr: 8.886e-02, eta: 4 days, 0:11:54, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2102, top5_acc: 0.4625, loss_cls: 3.6887, loss: 3.6887, grad_norm: 2.1109 2020-07-24 23:14:14,715 - mmaction - INFO - Epoch [40][1340/3757] lr: 8.886e-02, eta: 4 days, 0:10:50, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4242, loss_cls: 3.7839, loss: 3.7839, grad_norm: 2.1239 2020-07-24 23:14:26,191 - mmaction - INFO - Epoch [40][1360/3757] lr: 8.886e-02, eta: 4 days, 0:09:44, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.2086, top5_acc: 0.4602, loss_cls: 3.7212, loss: 3.7212, grad_norm: 2.0915 2020-07-24 23:14:37,711 - mmaction - INFO - Epoch [40][1380/3757] lr: 8.886e-02, eta: 4 days, 0:08:40, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4758, loss_cls: 3.6009, loss: 3.6009, grad_norm: 2.0899 2020-07-24 23:14:49,155 - mmaction - INFO - Epoch [40][1400/3757] lr: 8.886e-02, eta: 4 days, 0:07:34, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4680, loss_cls: 3.6480, loss: 3.6480, grad_norm: 2.1645 2020-07-24 23:15:00,606 - mmaction - INFO - Epoch [40][1420/3757] lr: 8.886e-02, eta: 4 days, 0:06:28, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4562, loss_cls: 3.7436, loss: 3.7436, grad_norm: 2.1251 2020-07-24 23:15:12,027 - mmaction - INFO - Epoch [40][1440/3757] lr: 8.886e-02, eta: 4 days, 0:05:21, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4703, loss_cls: 3.6764, loss: 3.6764, grad_norm: 2.0786 2020-07-24 23:15:23,575 - mmaction - INFO - Epoch [40][1460/3757] lr: 8.886e-02, eta: 4 days, 0:04:18, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4453, loss_cls: 3.6875, loss: 3.6875, grad_norm: 2.1302 2020-07-24 23:15:35,069 - mmaction - INFO - Epoch [40][1480/3757] lr: 8.886e-02, eta: 4 days, 0:03:13, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2086, top5_acc: 0.4414, loss_cls: 3.7978, loss: 3.7978, grad_norm: 2.1465 2020-07-24 23:15:46,480 - mmaction - INFO - Epoch [40][1500/3757] lr: 8.886e-02, eta: 4 days, 0:02:07, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4469, loss_cls: 3.7231, loss: 3.7231, grad_norm: 1.9856 2020-07-24 23:15:57,922 - mmaction - INFO - Epoch [40][1520/3757] lr: 8.886e-02, eta: 4 days, 0:01:01, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4508, loss_cls: 3.6910, loss: 3.6910, grad_norm: 2.0785 2020-07-24 23:16:09,402 - mmaction - INFO - Epoch [40][1540/3757] lr: 8.886e-02, eta: 3 days, 23:59:57, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4492, loss_cls: 3.6819, loss: 3.6819, grad_norm: 2.0610 2020-07-24 23:16:20,815 - mmaction - INFO - Epoch [40][1560/3757] lr: 8.886e-02, eta: 3 days, 23:58:51, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4727, loss_cls: 3.7220, loss: 3.7220, grad_norm: 2.1601 2020-07-24 23:16:32,231 - mmaction - INFO - Epoch [40][1580/3757] lr: 8.886e-02, eta: 3 days, 23:57:44, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2000, top5_acc: 0.4430, loss_cls: 3.7674, loss: 3.7674, grad_norm: 2.0664 2020-07-24 23:16:43,676 - mmaction - INFO - Epoch [40][1600/3757] lr: 8.886e-02, eta: 3 days, 23:56:39, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4688, loss_cls: 3.6792, loss: 3.6792, grad_norm: 2.0468 2020-07-24 23:16:55,024 - mmaction - INFO - Epoch [40][1620/3757] lr: 8.886e-02, eta: 3 days, 23:55:31, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4359, loss_cls: 3.7311, loss: 3.7311, grad_norm: 2.0976 2020-07-24 23:17:06,465 - mmaction - INFO - Epoch [40][1640/3757] lr: 8.886e-02, eta: 3 days, 23:54:26, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4414, loss_cls: 3.7430, loss: 3.7430, grad_norm: 2.1197 2020-07-24 23:17:17,976 - mmaction - INFO - Epoch [40][1660/3757] lr: 8.886e-02, eta: 3 days, 23:53:24, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4547, loss_cls: 3.7815, loss: 3.7815, grad_norm: 2.0679 2020-07-24 23:17:29,448 - mmaction - INFO - Epoch [40][1680/3757] lr: 8.886e-02, eta: 3 days, 23:52:20, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4750, loss_cls: 3.6259, loss: 3.6259, grad_norm: 2.1013 2020-07-24 23:17:40,893 - mmaction - INFO - Epoch [40][1700/3757] lr: 8.886e-02, eta: 3 days, 23:51:15, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4641, loss_cls: 3.6646, loss: 3.6646, grad_norm: 2.1092 2020-07-24 23:17:52,409 - mmaction - INFO - Epoch [40][1720/3757] lr: 8.886e-02, eta: 3 days, 23:50:13, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.1922, top5_acc: 0.4328, loss_cls: 3.8334, loss: 3.8334, grad_norm: 2.0809 2020-07-24 23:18:03,922 - mmaction - INFO - Epoch [40][1740/3757] lr: 8.886e-02, eta: 3 days, 23:49:12, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4500, loss_cls: 3.7109, loss: 3.7109, grad_norm: 2.1301 2020-07-24 23:18:15,310 - mmaction - INFO - Epoch [40][1760/3757] lr: 8.886e-02, eta: 3 days, 23:48:06, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4398, loss_cls: 3.7849, loss: 3.7849, grad_norm: 2.0517 2020-07-24 23:18:26,773 - mmaction - INFO - Epoch [40][1780/3757] lr: 8.886e-02, eta: 3 days, 23:47:02, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2039, top5_acc: 0.4328, loss_cls: 3.7931, loss: 3.7931, grad_norm: 2.1015 2020-07-24 23:18:38,212 - mmaction - INFO - Epoch [40][1800/3757] lr: 8.886e-02, eta: 3 days, 23:45:58, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4391, loss_cls: 3.7741, loss: 3.7741, grad_norm: 2.0926 2020-07-24 23:18:49,653 - mmaction - INFO - Epoch [40][1820/3757] lr: 8.886e-02, eta: 3 days, 23:44:54, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2102, top5_acc: 0.4266, loss_cls: 3.7635, loss: 3.7635, grad_norm: 2.0577 2020-07-24 23:19:01,023 - mmaction - INFO - Epoch [40][1840/3757] lr: 8.886e-02, eta: 3 days, 23:43:48, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.1906, top5_acc: 0.4414, loss_cls: 3.7865, loss: 3.7865, grad_norm: 2.1030 2020-07-24 23:19:12,418 - mmaction - INFO - Epoch [40][1860/3757] lr: 8.886e-02, eta: 3 days, 23:42:43, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.1984, top5_acc: 0.4500, loss_cls: 3.7810, loss: 3.7810, grad_norm: 2.1090 2020-07-24 23:19:23,766 - mmaction - INFO - Epoch [40][1880/3757] lr: 8.886e-02, eta: 3 days, 23:41:37, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4383, loss_cls: 3.7536, loss: 3.7536, grad_norm: 2.0636 2020-07-24 23:19:35,175 - mmaction - INFO - Epoch [40][1900/3757] lr: 8.886e-02, eta: 3 days, 23:40:33, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4555, loss_cls: 3.6890, loss: 3.6890, grad_norm: 1.9871 2020-07-24 23:19:46,746 - mmaction - INFO - Epoch [40][1920/3757] lr: 8.886e-02, eta: 3 days, 23:39:33, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.1984, top5_acc: 0.4484, loss_cls: 3.7584, loss: 3.7584, grad_norm: 2.1397 2020-07-24 23:19:58,218 - mmaction - INFO - Epoch [40][1940/3757] lr: 8.886e-02, eta: 3 days, 23:38:32, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4750, loss_cls: 3.6974, loss: 3.6974, grad_norm: 2.0739 2020-07-24 23:20:09,677 - mmaction - INFO - Epoch [40][1960/3757] lr: 8.886e-02, eta: 3 days, 23:37:29, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4523, loss_cls: 3.7122, loss: 3.7122, grad_norm: 2.0909 2020-07-24 23:20:21,028 - mmaction - INFO - Epoch [40][1980/3757] lr: 8.886e-02, eta: 3 days, 23:36:23, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4422, loss_cls: 3.7191, loss: 3.7191, grad_norm: 2.0539 2020-07-24 23:20:32,485 - mmaction - INFO - Epoch [40][2000/3757] lr: 8.886e-02, eta: 3 days, 23:35:21, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4461, loss_cls: 3.7776, loss: 3.7776, grad_norm: 2.0656 2020-07-24 23:20:43,895 - mmaction - INFO - Epoch [40][2020/3757] lr: 8.886e-02, eta: 3 days, 23:34:18, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4469, loss_cls: 3.6952, loss: 3.6952, grad_norm: 2.0626 2020-07-24 23:20:55,355 - mmaction - INFO - Epoch [40][2040/3757] lr: 8.886e-02, eta: 3 days, 23:33:16, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4680, loss_cls: 3.6948, loss: 3.6948, grad_norm: 2.1106 2020-07-24 23:21:06,861 - mmaction - INFO - Epoch [40][2060/3757] lr: 8.886e-02, eta: 3 days, 23:32:15, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4406, loss_cls: 3.7404, loss: 3.7404, grad_norm: 2.1261 2020-07-24 23:21:18,197 - mmaction - INFO - Epoch [40][2080/3757] lr: 8.886e-02, eta: 3 days, 23:31:10, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4586, loss_cls: 3.7022, loss: 3.7022, grad_norm: 2.0305 2020-07-24 23:21:29,589 - mmaction - INFO - Epoch [40][2100/3757] lr: 8.886e-02, eta: 3 days, 23:30:07, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2102, top5_acc: 0.4742, loss_cls: 3.6581, loss: 3.6581, grad_norm: 2.0947 2020-07-24 23:21:41,015 - mmaction - INFO - Epoch [40][2120/3757] lr: 8.886e-02, eta: 3 days, 23:29:04, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2078, top5_acc: 0.4313, loss_cls: 3.8364, loss: 3.8364, grad_norm: 2.1146 2020-07-24 23:21:52,502 - mmaction - INFO - Epoch [40][2140/3757] lr: 8.886e-02, eta: 3 days, 23:28:03, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2094, top5_acc: 0.4680, loss_cls: 3.6620, loss: 3.6620, grad_norm: 2.1367 2020-07-24 23:22:03,878 - mmaction - INFO - Epoch [40][2160/3757] lr: 8.886e-02, eta: 3 days, 23:27:00, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2070, top5_acc: 0.4148, loss_cls: 3.7923, loss: 3.7923, grad_norm: 2.1170 2020-07-24 23:22:15,324 - mmaction - INFO - Epoch [40][2180/3757] lr: 8.886e-02, eta: 3 days, 23:25:58, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4398, loss_cls: 3.7669, loss: 3.7669, grad_norm: 2.0671 2020-07-24 23:22:26,749 - mmaction - INFO - Epoch [40][2200/3757] lr: 8.886e-02, eta: 3 days, 23:24:56, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2047, top5_acc: 0.4398, loss_cls: 3.8066, loss: 3.8066, grad_norm: 2.0621 2020-07-24 23:22:38,080 - mmaction - INFO - Epoch [40][2220/3757] lr: 8.886e-02, eta: 3 days, 23:23:51, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2062, top5_acc: 0.4539, loss_cls: 3.7309, loss: 3.7309, grad_norm: 2.1009 2020-07-24 23:22:49,425 - mmaction - INFO - Epoch [40][2240/3757] lr: 8.886e-02, eta: 3 days, 23:22:47, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4453, loss_cls: 3.7390, loss: 3.7390, grad_norm: 2.1242 2020-07-24 23:23:00,807 - mmaction - INFO - Epoch [40][2260/3757] lr: 8.886e-02, eta: 3 days, 23:21:45, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2008, top5_acc: 0.4422, loss_cls: 3.7786, loss: 3.7786, grad_norm: 2.0339 2020-07-24 23:23:12,266 - mmaction - INFO - Epoch [40][2280/3757] lr: 8.886e-02, eta: 3 days, 23:20:44, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4242, loss_cls: 3.7666, loss: 3.7666, grad_norm: 2.0132 2020-07-24 23:23:23,701 - mmaction - INFO - Epoch [40][2300/3757] lr: 8.886e-02, eta: 3 days, 23:19:43, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4641, loss_cls: 3.6909, loss: 3.6909, grad_norm: 2.0392 2020-07-24 23:23:35,124 - mmaction - INFO - Epoch [40][2320/3757] lr: 8.886e-02, eta: 3 days, 23:18:42, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4391, loss_cls: 3.7930, loss: 3.7930, grad_norm: 2.0778 2020-07-24 23:23:46,580 - mmaction - INFO - Epoch [40][2340/3757] lr: 8.886e-02, eta: 3 days, 23:17:41, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4594, loss_cls: 3.6883, loss: 3.6883, grad_norm: 2.0613 2020-07-24 23:23:57,936 - mmaction - INFO - Epoch [40][2360/3757] lr: 8.886e-02, eta: 3 days, 23:16:38, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4492, loss_cls: 3.7257, loss: 3.7257, grad_norm: 2.1016 2020-07-24 23:24:09,316 - mmaction - INFO - Epoch [40][2380/3757] lr: 8.886e-02, eta: 3 days, 23:15:36, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4367, loss_cls: 3.7775, loss: 3.7775, grad_norm: 2.1136 2020-07-24 23:24:20,784 - mmaction - INFO - Epoch [40][2400/3757] lr: 8.886e-02, eta: 3 days, 23:14:36, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2078, top5_acc: 0.4539, loss_cls: 3.7415, loss: 3.7415, grad_norm: 2.0635 2020-07-24 23:24:32,199 - mmaction - INFO - Epoch [40][2420/3757] lr: 8.886e-02, eta: 3 days, 23:13:35, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4531, loss_cls: 3.7661, loss: 3.7661, grad_norm: 2.0498 2020-07-24 23:24:43,664 - mmaction - INFO - Epoch [40][2440/3757] lr: 8.886e-02, eta: 3 days, 23:12:36, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2086, top5_acc: 0.4289, loss_cls: 3.7613, loss: 3.7613, grad_norm: 2.1253 2020-07-24 23:24:55,072 - mmaction - INFO - Epoch [40][2460/3757] lr: 8.886e-02, eta: 3 days, 23:11:35, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4500, loss_cls: 3.7578, loss: 3.7578, grad_norm: 2.0507 2020-07-24 23:25:06,448 - mmaction - INFO - Epoch [40][2480/3757] lr: 8.886e-02, eta: 3 days, 23:10:33, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4469, loss_cls: 3.7416, loss: 3.7416, grad_norm: 2.0731 2020-07-24 23:25:17,989 - mmaction - INFO - Epoch [40][2500/3757] lr: 8.886e-02, eta: 3 days, 23:09:36, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4578, loss_cls: 3.7092, loss: 3.7092, grad_norm: 2.1366 2020-07-24 23:25:29,378 - mmaction - INFO - Epoch [40][2520/3757] lr: 8.886e-02, eta: 3 days, 23:08:35, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4586, loss_cls: 3.6723, loss: 3.6723, grad_norm: 2.1015 2020-07-24 23:25:40,804 - mmaction - INFO - Epoch [40][2540/3757] lr: 8.886e-02, eta: 3 days, 23:07:34, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4367, loss_cls: 3.7487, loss: 3.7487, grad_norm: 2.0856 2020-07-24 23:25:52,264 - mmaction - INFO - Epoch [40][2560/3757] lr: 8.886e-02, eta: 3 days, 23:06:36, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4508, loss_cls: 3.7579, loss: 3.7579, grad_norm: 2.0610 2020-07-24 23:26:03,689 - mmaction - INFO - Epoch [40][2580/3757] lr: 8.886e-02, eta: 3 days, 23:05:36, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4516, loss_cls: 3.6885, loss: 3.6885, grad_norm: 2.0552 2020-07-24 23:26:15,175 - mmaction - INFO - Epoch [40][2600/3757] lr: 8.886e-02, eta: 3 days, 23:04:38, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4773, loss_cls: 3.5999, loss: 3.5999, grad_norm: 2.1295 2020-07-24 23:26:26,670 - mmaction - INFO - Epoch [40][2620/3757] lr: 8.886e-02, eta: 3 days, 23:03:41, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4367, loss_cls: 3.7913, loss: 3.7913, grad_norm: 2.1324 2020-07-24 23:26:38,119 - mmaction - INFO - Epoch [40][2640/3757] lr: 8.886e-02, eta: 3 days, 23:02:42, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4539, loss_cls: 3.7325, loss: 3.7325, grad_norm: 2.0912 2020-07-24 23:26:49,456 - mmaction - INFO - Epoch [40][2660/3757] lr: 8.886e-02, eta: 3 days, 23:01:40, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4445, loss_cls: 3.7622, loss: 3.7622, grad_norm: 2.0472 2020-07-24 23:27:00,852 - mmaction - INFO - Epoch [40][2680/3757] lr: 8.886e-02, eta: 3 days, 23:00:39, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4578, loss_cls: 3.7159, loss: 3.7159, grad_norm: 2.0642 2020-07-24 23:27:12,170 - mmaction - INFO - Epoch [40][2700/3757] lr: 8.886e-02, eta: 3 days, 22:59:37, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.1977, top5_acc: 0.4430, loss_cls: 3.7517, loss: 3.7517, grad_norm: 2.0595 2020-07-24 23:27:23,557 - mmaction - INFO - Epoch [40][2720/3757] lr: 8.886e-02, eta: 3 days, 22:58:37, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4602, loss_cls: 3.7269, loss: 3.7269, grad_norm: 2.0512 2020-07-24 23:27:35,007 - mmaction - INFO - Epoch [40][2740/3757] lr: 8.886e-02, eta: 3 days, 22:57:39, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4461, loss_cls: 3.7314, loss: 3.7314, grad_norm: 2.1339 2020-07-24 23:27:46,510 - mmaction - INFO - Epoch [40][2760/3757] lr: 8.886e-02, eta: 3 days, 22:56:42, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4188, loss_cls: 3.8783, loss: 3.8783, grad_norm: 2.0681 2020-07-24 23:27:57,895 - mmaction - INFO - Epoch [40][2780/3757] lr: 8.886e-02, eta: 3 days, 22:55:42, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4734, loss_cls: 3.6855, loss: 3.6855, grad_norm: 2.0452 2020-07-24 23:28:09,303 - mmaction - INFO - Epoch [40][2800/3757] lr: 8.886e-02, eta: 3 days, 22:54:43, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4562, loss_cls: 3.6666, loss: 3.6666, grad_norm: 2.0388 2020-07-24 23:28:20,698 - mmaction - INFO - Epoch [40][2820/3757] lr: 8.886e-02, eta: 3 days, 22:53:44, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4680, loss_cls: 3.6965, loss: 3.6965, grad_norm: 2.1040 2020-07-24 23:28:32,105 - mmaction - INFO - Epoch [40][2840/3757] lr: 8.886e-02, eta: 3 days, 22:52:45, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4750, loss_cls: 3.7011, loss: 3.7011, grad_norm: 2.1198 2020-07-24 23:28:43,518 - mmaction - INFO - Epoch [40][2860/3757] lr: 8.886e-02, eta: 3 days, 22:51:46, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2062, top5_acc: 0.4266, loss_cls: 3.8321, loss: 3.8321, grad_norm: 2.0305 2020-07-24 23:28:54,996 - mmaction - INFO - Epoch [40][2880/3757] lr: 8.886e-02, eta: 3 days, 22:50:49, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4578, loss_cls: 3.6842, loss: 3.6842, grad_norm: 2.0580 2020-07-24 23:29:06,433 - mmaction - INFO - Epoch [40][2900/3757] lr: 8.886e-02, eta: 3 days, 22:49:52, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4469, loss_cls: 3.7683, loss: 3.7683, grad_norm: 2.0965 2020-07-24 23:29:18,003 - mmaction - INFO - Epoch [40][2920/3757] lr: 8.886e-02, eta: 3 days, 22:48:58, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4609, loss_cls: 3.6799, loss: 3.6799, grad_norm: 1.9935 2020-07-24 23:29:29,410 - mmaction - INFO - Epoch [40][2940/3757] lr: 8.886e-02, eta: 3 days, 22:47:59, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4688, loss_cls: 3.6103, loss: 3.6103, grad_norm: 2.0942 2020-07-24 23:29:40,871 - mmaction - INFO - Epoch [40][2960/3757] lr: 8.886e-02, eta: 3 days, 22:47:02, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.1938, top5_acc: 0.4648, loss_cls: 3.7568, loss: 3.7568, grad_norm: 2.0773 2020-07-24 23:29:52,287 - mmaction - INFO - Epoch [40][2980/3757] lr: 8.886e-02, eta: 3 days, 22:46:05, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4750, loss_cls: 3.6516, loss: 3.6516, grad_norm: 2.0577 2020-07-24 23:30:03,625 - mmaction - INFO - Epoch [40][3000/3757] lr: 8.886e-02, eta: 3 days, 22:45:05, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4703, loss_cls: 3.6700, loss: 3.6700, grad_norm: 2.1129 2020-07-24 23:30:15,062 - mmaction - INFO - Epoch [40][3020/3757] lr: 8.886e-02, eta: 3 days, 22:44:07, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2094, top5_acc: 0.4250, loss_cls: 3.8262, loss: 3.8262, grad_norm: 2.0880 2020-07-24 23:30:26,429 - mmaction - INFO - Epoch [40][3040/3757] lr: 8.886e-02, eta: 3 days, 22:43:08, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4281, loss_cls: 3.8353, loss: 3.8353, grad_norm: 2.0918 2020-07-24 23:30:37,846 - mmaction - INFO - Epoch [40][3060/3757] lr: 8.886e-02, eta: 3 days, 22:42:11, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4398, loss_cls: 3.7735, loss: 3.7735, grad_norm: 2.1164 2020-07-24 23:30:49,255 - mmaction - INFO - Epoch [40][3080/3757] lr: 8.886e-02, eta: 3 days, 22:41:13, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4648, loss_cls: 3.6260, loss: 3.6260, grad_norm: 2.0807 2020-07-24 23:31:00,740 - mmaction - INFO - Epoch [40][3100/3757] lr: 8.886e-02, eta: 3 days, 22:40:18, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2086, top5_acc: 0.4414, loss_cls: 3.8200, loss: 3.8200, grad_norm: 2.1546 2020-07-24 23:31:12,104 - mmaction - INFO - Epoch [40][3120/3757] lr: 8.886e-02, eta: 3 days, 22:39:19, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4602, loss_cls: 3.6778, loss: 3.6778, grad_norm: 2.0522 2020-07-24 23:31:23,641 - mmaction - INFO - Epoch [40][3140/3757] lr: 8.886e-02, eta: 3 days, 22:38:25, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4547, loss_cls: 3.7432, loss: 3.7432, grad_norm: 2.0371 2020-07-24 23:31:40,009 - mmaction - INFO - Epoch [40][3160/3757] lr: 8.886e-02, eta: 3 days, 22:39:51, time: 0.818, data_time: 0.003, memory: 5232, top1_acc: 0.1883, top5_acc: 0.4508, loss_cls: 3.7896, loss: 3.7896, grad_norm: 2.1030 2020-07-24 23:31:51,458 - mmaction - INFO - Epoch [40][3180/3757] lr: 8.886e-02, eta: 3 days, 22:38:55, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4508, loss_cls: 3.7626, loss: 3.7626, grad_norm: 2.0522 2020-07-24 23:32:03,791 - mmaction - INFO - Epoch [40][3200/3757] lr: 8.886e-02, eta: 3 days, 22:38:25, time: 0.616, data_time: 0.003, memory: 5232, top1_acc: 0.1984, top5_acc: 0.4516, loss_cls: 3.7696, loss: 3.7696, grad_norm: 2.0640 2020-07-24 23:32:20,306 - mmaction - INFO - Epoch [40][3220/3757] lr: 8.886e-02, eta: 3 days, 22:39:55, time: 0.826, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4617, loss_cls: 3.7452, loss: 3.7452, grad_norm: 2.0399 2020-07-24 23:32:33,706 - mmaction - INFO - Epoch [40][3240/3757] lr: 8.886e-02, eta: 3 days, 22:39:55, time: 0.670, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4445, loss_cls: 3.7935, loss: 3.7935, grad_norm: 2.0870 2020-07-24 23:32:54,450 - mmaction - INFO - Epoch [40][3260/3757] lr: 8.886e-02, eta: 3 days, 22:43:26, time: 1.037, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4352, loss_cls: 3.7883, loss: 3.7883, grad_norm: 2.1159 2020-07-24 23:33:05,859 - mmaction - INFO - Epoch [40][3280/3757] lr: 8.886e-02, eta: 3 days, 22:42:29, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4430, loss_cls: 3.7527, loss: 3.7527, grad_norm: 2.0900 2020-07-24 23:33:22,452 - mmaction - INFO - Epoch [40][3300/3757] lr: 8.886e-02, eta: 3 days, 22:44:01, time: 0.830, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4703, loss_cls: 3.6609, loss: 3.6609, grad_norm: 2.1025 2020-07-24 23:33:34,788 - mmaction - INFO - Epoch [40][3320/3757] lr: 8.886e-02, eta: 3 days, 22:43:30, time: 0.616, data_time: 0.057, memory: 5232, top1_acc: 0.2023, top5_acc: 0.4320, loss_cls: 3.8889, loss: 3.8889, grad_norm: 2.1425 2020-07-24 23:33:47,154 - mmaction - INFO - Epoch [40][3340/3757] lr: 8.886e-02, eta: 3 days, 22:43:00, time: 0.618, data_time: 0.051, memory: 5232, top1_acc: 0.1961, top5_acc: 0.4484, loss_cls: 3.7627, loss: 3.7627, grad_norm: 2.0252 2020-07-24 23:33:59,675 - mmaction - INFO - Epoch [40][3360/3757] lr: 8.886e-02, eta: 3 days, 22:42:35, time: 0.626, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4523, loss_cls: 3.6896, loss: 3.6896, grad_norm: 2.0464 2020-07-24 23:34:12,143 - mmaction - INFO - Epoch [40][3380/3757] lr: 8.886e-02, eta: 3 days, 22:42:08, time: 0.624, data_time: 0.003, memory: 5232, top1_acc: 0.1977, top5_acc: 0.4430, loss_cls: 3.7654, loss: 3.7654, grad_norm: 2.1115 2020-07-24 23:34:23,564 - mmaction - INFO - Epoch [40][3400/3757] lr: 8.886e-02, eta: 3 days, 22:41:11, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4437, loss_cls: 3.7757, loss: 3.7757, grad_norm: 2.0650 2020-07-24 23:34:35,942 - mmaction - INFO - Epoch [40][3420/3757] lr: 8.886e-02, eta: 3 days, 22:40:42, time: 0.619, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4617, loss_cls: 3.6656, loss: 3.6656, grad_norm: 2.0838 2020-07-24 23:34:47,436 - mmaction - INFO - Epoch [40][3440/3757] lr: 8.886e-02, eta: 3 days, 22:39:47, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4437, loss_cls: 3.7224, loss: 3.7224, grad_norm: 2.0763 2020-07-24 23:34:58,843 - mmaction - INFO - Epoch [40][3460/3757] lr: 8.886e-02, eta: 3 days, 22:38:50, time: 0.570, data_time: 0.001, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4688, loss_cls: 3.6492, loss: 3.6492, grad_norm: 2.0869 2020-07-24 23:35:10,262 - mmaction - INFO - Epoch [40][3480/3757] lr: 8.886e-02, eta: 3 days, 22:37:54, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4680, loss_cls: 3.6680, loss: 3.6680, grad_norm: 2.1396 2020-07-24 23:35:21,726 - mmaction - INFO - Epoch [40][3500/3757] lr: 8.886e-02, eta: 3 days, 22:36:59, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2023, top5_acc: 0.4172, loss_cls: 3.7833, loss: 3.7833, grad_norm: 2.1165 2020-07-24 23:35:33,162 - mmaction - INFO - Epoch [40][3520/3757] lr: 8.886e-02, eta: 3 days, 22:36:03, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2039, top5_acc: 0.4320, loss_cls: 3.8857, loss: 3.8857, grad_norm: 2.1246 2020-07-24 23:35:44,550 - mmaction - INFO - Epoch [40][3540/3757] lr: 8.886e-02, eta: 3 days, 22:35:06, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2086, top5_acc: 0.4336, loss_cls: 3.8054, loss: 3.8054, grad_norm: 2.0262 2020-07-24 23:35:55,988 - mmaction - INFO - Epoch [40][3560/3757] lr: 8.886e-02, eta: 3 days, 22:34:10, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4500, loss_cls: 3.6852, loss: 3.6852, grad_norm: 2.0534 2020-07-24 23:36:07,385 - mmaction - INFO - Epoch [40][3580/3757] lr: 8.886e-02, eta: 3 days, 22:33:14, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4523, loss_cls: 3.7285, loss: 3.7285, grad_norm: 2.1299 2020-07-24 23:36:18,830 - mmaction - INFO - Epoch [40][3600/3757] lr: 8.886e-02, eta: 3 days, 22:32:19, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4234, loss_cls: 3.7954, loss: 3.7954, grad_norm: 2.1153 2020-07-24 23:36:30,205 - mmaction - INFO - Epoch [40][3620/3757] lr: 8.886e-02, eta: 3 days, 22:31:22, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4664, loss_cls: 3.6492, loss: 3.6492, grad_norm: 2.0417 2020-07-24 23:36:41,605 - mmaction - INFO - Epoch [40][3640/3757] lr: 8.886e-02, eta: 3 days, 22:30:26, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4602, loss_cls: 3.7135, loss: 3.7135, grad_norm: 2.1234 2020-07-24 23:36:53,091 - mmaction - INFO - Epoch [40][3660/3757] lr: 8.886e-02, eta: 3 days, 22:29:32, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4859, loss_cls: 3.6182, loss: 3.6182, grad_norm: 2.1163 2020-07-24 23:37:04,556 - mmaction - INFO - Epoch [40][3680/3757] lr: 8.886e-02, eta: 3 days, 22:28:37, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2078, top5_acc: 0.4250, loss_cls: 3.8607, loss: 3.8607, grad_norm: 2.1272 2020-07-24 23:37:16,008 - mmaction - INFO - Epoch [40][3700/3757] lr: 8.886e-02, eta: 3 days, 22:27:43, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.1859, top5_acc: 0.4234, loss_cls: 3.8462, loss: 3.8462, grad_norm: 2.0468 2020-07-24 23:37:27,471 - mmaction - INFO - Epoch [40][3720/3757] lr: 8.886e-02, eta: 3 days, 22:26:49, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2016, top5_acc: 0.4406, loss_cls: 3.7872, loss: 3.7872, grad_norm: 2.0453 2020-07-24 23:37:38,915 - mmaction - INFO - Epoch [40][3740/3757] lr: 8.886e-02, eta: 3 days, 22:25:54, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4523, loss_cls: 3.6996, loss: 3.6996, grad_norm: 2.0635 2020-07-24 23:37:54,386 - mmaction - INFO - Saving checkpoint at 40 epochs 2020-07-24 23:41:11,450 - mmaction - INFO - Epoch [41][20/3757] lr: 8.830e-02, eta: 3 days, 23:45:15, time: 9.750, data_time: 9.074, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4813, loss_cls: 3.5983, loss: 3.5983, grad_norm: 2.1197 2020-07-24 23:41:22,744 - mmaction - INFO - Epoch [41][40/3757] lr: 8.830e-02, eta: 3 days, 23:44:12, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.1789, top5_acc: 0.4133, loss_cls: 3.8545, loss: 3.8545, grad_norm: 2.2147 2020-07-24 23:41:34,045 - mmaction - INFO - Epoch [41][60/3757] lr: 8.830e-02, eta: 3 days, 23:43:08, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4344, loss_cls: 3.7510, loss: 3.7510, grad_norm: 2.0610 2020-07-24 23:41:45,506 - mmaction - INFO - Epoch [41][80/3757] lr: 8.830e-02, eta: 3 days, 23:42:09, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2078, top5_acc: 0.4406, loss_cls: 3.7363, loss: 3.7363, grad_norm: 2.0952 2020-07-24 23:41:56,813 - mmaction - INFO - Epoch [41][100/3757] lr: 8.830e-02, eta: 3 days, 23:41:06, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2062, top5_acc: 0.4500, loss_cls: 3.7925, loss: 3.7925, grad_norm: 2.1011 2020-07-24 23:42:08,190 - mmaction - INFO - Epoch [41][120/3757] lr: 8.830e-02, eta: 3 days, 23:40:05, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4422, loss_cls: 3.7802, loss: 3.7802, grad_norm: 2.0734 2020-07-24 23:42:19,464 - mmaction - INFO - Epoch [41][140/3757] lr: 8.830e-02, eta: 3 days, 23:39:01, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4688, loss_cls: 3.6084, loss: 3.6084, grad_norm: 2.0685 2020-07-24 23:42:30,843 - mmaction - INFO - Epoch [41][160/3757] lr: 8.830e-02, eta: 3 days, 23:38:00, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2094, top5_acc: 0.4414, loss_cls: 3.7389, loss: 3.7389, grad_norm: 2.1446 2020-07-24 23:42:42,274 - mmaction - INFO - Epoch [41][180/3757] lr: 8.830e-02, eta: 3 days, 23:37:01, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4680, loss_cls: 3.6820, loss: 3.6820, grad_norm: 2.1402 2020-07-24 23:42:53,687 - mmaction - INFO - Epoch [41][200/3757] lr: 8.830e-02, eta: 3 days, 23:36:01, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4547, loss_cls: 3.7506, loss: 3.7506, grad_norm: 2.1177 2020-07-24 23:43:05,165 - mmaction - INFO - Epoch [41][220/3757] lr: 8.830e-02, eta: 3 days, 23:35:04, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4516, loss_cls: 3.6964, loss: 3.6964, grad_norm: 2.0716 2020-07-24 23:43:16,679 - mmaction - INFO - Epoch [41][240/3757] lr: 8.830e-02, eta: 3 days, 23:34:07, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4930, loss_cls: 3.6076, loss: 3.6076, grad_norm: 2.0655 2020-07-24 23:43:27,991 - mmaction - INFO - Epoch [41][260/3757] lr: 8.830e-02, eta: 3 days, 23:33:05, time: 0.566, data_time: 0.004, memory: 5232, top1_acc: 0.1992, top5_acc: 0.4602, loss_cls: 3.7260, loss: 3.7260, grad_norm: 2.1292 2020-07-24 23:43:39,385 - mmaction - INFO - Epoch [41][280/3757] lr: 8.830e-02, eta: 3 days, 23:32:05, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2078, top5_acc: 0.4547, loss_cls: 3.7191, loss: 3.7191, grad_norm: 2.0479 2020-07-24 23:43:50,778 - mmaction - INFO - Epoch [41][300/3757] lr: 8.830e-02, eta: 3 days, 23:31:05, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4531, loss_cls: 3.7045, loss: 3.7045, grad_norm: 2.0934 2020-07-24 23:44:02,215 - mmaction - INFO - Epoch [41][320/3757] lr: 8.830e-02, eta: 3 days, 23:30:07, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4594, loss_cls: 3.7027, loss: 3.7027, grad_norm: 2.0944 2020-07-24 23:44:13,614 - mmaction - INFO - Epoch [41][340/3757] lr: 8.830e-02, eta: 3 days, 23:29:08, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2055, top5_acc: 0.4516, loss_cls: 3.7398, loss: 3.7398, grad_norm: 2.0676 2020-07-24 23:44:25,087 - mmaction - INFO - Epoch [41][360/3757] lr: 8.830e-02, eta: 3 days, 23:28:11, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4742, loss_cls: 3.6488, loss: 3.6488, grad_norm: 2.1029 2020-07-24 23:44:36,455 - mmaction - INFO - Epoch [41][380/3757] lr: 8.830e-02, eta: 3 days, 23:27:10, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4305, loss_cls: 3.7562, loss: 3.7562, grad_norm: 2.1447 2020-07-24 23:44:47,938 - mmaction - INFO - Epoch [41][400/3757] lr: 8.830e-02, eta: 3 days, 23:26:14, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2086, top5_acc: 0.4602, loss_cls: 3.6920, loss: 3.6920, grad_norm: 2.1084 2020-07-24 23:44:59,293 - mmaction - INFO - Epoch [41][420/3757] lr: 8.830e-02, eta: 3 days, 23:25:14, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2086, top5_acc: 0.4477, loss_cls: 3.8067, loss: 3.8067, grad_norm: 2.1159 2020-07-24 23:45:10,787 - mmaction - INFO - Epoch [41][440/3757] lr: 8.830e-02, eta: 3 days, 23:24:18, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2016, top5_acc: 0.4367, loss_cls: 3.7580, loss: 3.7580, grad_norm: 2.0736 2020-07-24 23:45:22,312 - mmaction - INFO - Epoch [41][460/3757] lr: 8.830e-02, eta: 3 days, 23:23:22, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2031, top5_acc: 0.4227, loss_cls: 3.8360, loss: 3.8360, grad_norm: 2.0383 2020-07-24 23:45:33,738 - mmaction - INFO - Epoch [41][480/3757] lr: 8.830e-02, eta: 3 days, 23:22:24, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4492, loss_cls: 3.7041, loss: 3.7041, grad_norm: 1.9782 2020-07-24 23:45:45,246 - mmaction - INFO - Epoch [41][500/3757] lr: 8.830e-02, eta: 3 days, 23:21:29, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.1992, top5_acc: 0.4266, loss_cls: 3.7856, loss: 3.7856, grad_norm: 2.0361 2020-07-24 23:45:56,698 - mmaction - INFO - Epoch [41][520/3757] lr: 8.830e-02, eta: 3 days, 23:20:32, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4750, loss_cls: 3.6350, loss: 3.6350, grad_norm: 2.0051 2020-07-24 23:46:08,102 - mmaction - INFO - Epoch [41][540/3757] lr: 8.830e-02, eta: 3 days, 23:19:34, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4500, loss_cls: 3.7274, loss: 3.7274, grad_norm: 2.0964 2020-07-24 23:46:19,518 - mmaction - INFO - Epoch [41][560/3757] lr: 8.830e-02, eta: 3 days, 23:18:36, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4242, loss_cls: 3.8016, loss: 3.8016, grad_norm: 2.1078 2020-07-24 23:46:30,907 - mmaction - INFO - Epoch [41][580/3757] lr: 8.830e-02, eta: 3 days, 23:17:37, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4695, loss_cls: 3.6918, loss: 3.6918, grad_norm: 2.0649 2020-07-24 23:46:42,409 - mmaction - INFO - Epoch [41][600/3757] lr: 8.830e-02, eta: 3 days, 23:16:42, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2094, top5_acc: 0.4328, loss_cls: 3.7919, loss: 3.7919, grad_norm: 2.0988 2020-07-24 23:46:53,857 - mmaction - INFO - Epoch [41][620/3757] lr: 8.830e-02, eta: 3 days, 23:15:46, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4719, loss_cls: 3.6113, loss: 3.6113, grad_norm: 2.1312 2020-07-24 23:47:05,278 - mmaction - INFO - Epoch [41][640/3757] lr: 8.830e-02, eta: 3 days, 23:14:48, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.1945, top5_acc: 0.4180, loss_cls: 3.8581, loss: 3.8581, grad_norm: 2.1274 2020-07-24 23:47:16,717 - mmaction - INFO - Epoch [41][660/3757] lr: 8.830e-02, eta: 3 days, 23:13:52, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4164, loss_cls: 3.8175, loss: 3.8175, grad_norm: 2.0702 2020-07-24 23:47:28,155 - mmaction - INFO - Epoch [41][680/3757] lr: 8.830e-02, eta: 3 days, 23:12:55, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4477, loss_cls: 3.6903, loss: 3.6903, grad_norm: 1.9996 2020-07-24 23:47:39,544 - mmaction - INFO - Epoch [41][700/3757] lr: 8.830e-02, eta: 3 days, 23:11:57, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2070, top5_acc: 0.4469, loss_cls: 3.8092, loss: 3.8092, grad_norm: 2.0462 2020-07-24 23:47:50,956 - mmaction - INFO - Epoch [41][720/3757] lr: 8.830e-02, eta: 3 days, 23:11:00, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4445, loss_cls: 3.7716, loss: 3.7716, grad_norm: 2.0663 2020-07-24 23:48:02,369 - mmaction - INFO - Epoch [41][740/3757] lr: 8.830e-02, eta: 3 days, 23:10:03, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4336, loss_cls: 3.7644, loss: 3.7644, grad_norm: 2.0419 2020-07-24 23:48:13,794 - mmaction - INFO - Epoch [41][760/3757] lr: 8.830e-02, eta: 3 days, 23:09:06, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4602, loss_cls: 3.6967, loss: 3.6967, grad_norm: 2.0633 2020-07-24 23:48:25,163 - mmaction - INFO - Epoch [41][780/3757] lr: 8.830e-02, eta: 3 days, 23:08:08, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4625, loss_cls: 3.6442, loss: 3.6442, grad_norm: 2.1004 2020-07-24 23:48:36,544 - mmaction - INFO - Epoch [41][800/3757] lr: 8.830e-02, eta: 3 days, 23:07:11, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4547, loss_cls: 3.7334, loss: 3.7334, grad_norm: 2.1204 2020-07-24 23:48:48,065 - mmaction - INFO - Epoch [41][820/3757] lr: 8.830e-02, eta: 3 days, 23:06:17, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4547, loss_cls: 3.7313, loss: 3.7313, grad_norm: 2.0715 2020-07-24 23:48:59,467 - mmaction - INFO - Epoch [41][840/3757] lr: 8.830e-02, eta: 3 days, 23:05:20, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2000, top5_acc: 0.4406, loss_cls: 3.7763, loss: 3.7763, grad_norm: 2.0851 2020-07-24 23:49:10,930 - mmaction - INFO - Epoch [41][860/3757] lr: 8.830e-02, eta: 3 days, 23:04:25, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4820, loss_cls: 3.6300, loss: 3.6300, grad_norm: 2.0712 2020-07-24 23:49:22,398 - mmaction - INFO - Epoch [41][880/3757] lr: 8.830e-02, eta: 3 days, 23:03:30, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4711, loss_cls: 3.6482, loss: 3.6482, grad_norm: 2.1218 2020-07-24 23:49:33,835 - mmaction - INFO - Epoch [41][900/3757] lr: 8.830e-02, eta: 3 days, 23:02:35, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4508, loss_cls: 3.6577, loss: 3.6577, grad_norm: 2.1326 2020-07-24 23:49:45,197 - mmaction - INFO - Epoch [41][920/3757] lr: 8.830e-02, eta: 3 days, 23:01:37, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4734, loss_cls: 3.6694, loss: 3.6694, grad_norm: 2.1068 2020-07-24 23:49:56,592 - mmaction - INFO - Epoch [41][940/3757] lr: 8.830e-02, eta: 3 days, 23:00:40, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4766, loss_cls: 3.6847, loss: 3.6847, grad_norm: 2.1651 2020-07-24 23:50:07,952 - mmaction - INFO - Epoch [41][960/3757] lr: 8.830e-02, eta: 3 days, 22:59:43, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4477, loss_cls: 3.7646, loss: 3.7646, grad_norm: 2.0951 2020-07-24 23:50:19,376 - mmaction - INFO - Epoch [41][980/3757] lr: 8.830e-02, eta: 3 days, 22:58:48, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4672, loss_cls: 3.7581, loss: 3.7581, grad_norm: 2.1484 2020-07-24 23:50:30,827 - mmaction - INFO - Epoch [41][1000/3757] lr: 8.830e-02, eta: 3 days, 22:57:53, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4531, loss_cls: 3.6924, loss: 3.6924, grad_norm: 2.0825 2020-07-24 23:50:42,229 - mmaction - INFO - Epoch [41][1020/3757] lr: 8.830e-02, eta: 3 days, 22:56:56, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4773, loss_cls: 3.6686, loss: 3.6686, grad_norm: 2.0991 2020-07-24 23:50:53,646 - mmaction - INFO - Epoch [41][1040/3757] lr: 8.830e-02, eta: 3 days, 22:56:01, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.1969, top5_acc: 0.4242, loss_cls: 3.8666, loss: 3.8666, grad_norm: 2.1454 2020-07-24 23:51:05,056 - mmaction - INFO - Epoch [41][1060/3757] lr: 8.830e-02, eta: 3 days, 22:55:05, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4422, loss_cls: 3.7925, loss: 3.7925, grad_norm: 2.0941 2020-07-24 23:51:16,510 - mmaction - INFO - Epoch [41][1080/3757] lr: 8.830e-02, eta: 3 days, 22:54:11, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4539, loss_cls: 3.7172, loss: 3.7172, grad_norm: 2.0684 2020-07-24 23:51:27,913 - mmaction - INFO - Epoch [41][1100/3757] lr: 8.830e-02, eta: 3 days, 22:53:15, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2023, top5_acc: 0.4258, loss_cls: 3.7730, loss: 3.7730, grad_norm: 2.0934 2020-07-24 23:51:39,386 - mmaction - INFO - Epoch [41][1120/3757] lr: 8.830e-02, eta: 3 days, 22:52:22, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2086, top5_acc: 0.4328, loss_cls: 3.8069, loss: 3.8069, grad_norm: 2.0680 2020-07-24 23:51:50,876 - mmaction - INFO - Epoch [41][1140/3757] lr: 8.830e-02, eta: 3 days, 22:51:28, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4625, loss_cls: 3.6538, loss: 3.6538, grad_norm: 2.0658 2020-07-24 23:52:02,242 - mmaction - INFO - Epoch [41][1160/3757] lr: 8.830e-02, eta: 3 days, 22:50:32, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4523, loss_cls: 3.7452, loss: 3.7452, grad_norm: 2.1122 2020-07-24 23:52:13,692 - mmaction - INFO - Epoch [41][1180/3757] lr: 8.830e-02, eta: 3 days, 22:49:38, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4617, loss_cls: 3.6733, loss: 3.6733, grad_norm: 2.1034 2020-07-24 23:52:25,213 - mmaction - INFO - Epoch [41][1200/3757] lr: 8.830e-02, eta: 3 days, 22:48:46, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4469, loss_cls: 3.7354, loss: 3.7354, grad_norm: 2.1227 2020-07-24 23:52:36,598 - mmaction - INFO - Epoch [41][1220/3757] lr: 8.830e-02, eta: 3 days, 22:47:50, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4406, loss_cls: 3.7499, loss: 3.7499, grad_norm: 2.0521 2020-07-24 23:52:48,013 - mmaction - INFO - Epoch [41][1240/3757] lr: 8.830e-02, eta: 3 days, 22:46:56, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2078, top5_acc: 0.4313, loss_cls: 3.8131, loss: 3.8131, grad_norm: 2.0492 2020-07-24 23:52:59,412 - mmaction - INFO - Epoch [41][1260/3757] lr: 8.830e-02, eta: 3 days, 22:46:01, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.1906, top5_acc: 0.4281, loss_cls: 3.8462, loss: 3.8462, grad_norm: 1.9893 2020-07-24 23:53:10,856 - mmaction - INFO - Epoch [41][1280/3757] lr: 8.830e-02, eta: 3 days, 22:45:07, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2016, top5_acc: 0.4242, loss_cls: 3.7965, loss: 3.7965, grad_norm: 2.0846 2020-07-24 23:53:22,332 - mmaction - INFO - Epoch [41][1300/3757] lr: 8.830e-02, eta: 3 days, 22:44:14, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4500, loss_cls: 3.7059, loss: 3.7059, grad_norm: 2.0791 2020-07-24 23:53:33,729 - mmaction - INFO - Epoch [41][1320/3757] lr: 8.830e-02, eta: 3 days, 22:43:19, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4461, loss_cls: 3.7533, loss: 3.7533, grad_norm: 2.1212 2020-07-24 23:53:45,167 - mmaction - INFO - Epoch [41][1340/3757] lr: 8.830e-02, eta: 3 days, 22:42:25, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4539, loss_cls: 3.6888, loss: 3.6888, grad_norm: 2.0619 2020-07-24 23:53:56,551 - mmaction - INFO - Epoch [41][1360/3757] lr: 8.830e-02, eta: 3 days, 22:41:30, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4813, loss_cls: 3.5758, loss: 3.5758, grad_norm: 2.1201 2020-07-24 23:54:08,037 - mmaction - INFO - Epoch [41][1380/3757] lr: 8.830e-02, eta: 3 days, 22:40:38, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2047, top5_acc: 0.4437, loss_cls: 3.8003, loss: 3.8003, grad_norm: 2.1530 2020-07-24 23:54:19,514 - mmaction - INFO - Epoch [41][1400/3757] lr: 8.830e-02, eta: 3 days, 22:39:46, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4578, loss_cls: 3.6479, loss: 3.6479, grad_norm: 2.1012 2020-07-24 23:54:30,861 - mmaction - INFO - Epoch [41][1420/3757] lr: 8.830e-02, eta: 3 days, 22:38:50, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4500, loss_cls: 3.7012, loss: 3.7012, grad_norm: 2.1584 2020-07-24 23:54:42,279 - mmaction - INFO - Epoch [41][1440/3757] lr: 8.830e-02, eta: 3 days, 22:37:56, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4531, loss_cls: 3.7244, loss: 3.7244, grad_norm: 2.1961 2020-07-24 23:54:53,615 - mmaction - INFO - Epoch [41][1460/3757] lr: 8.830e-02, eta: 3 days, 22:37:00, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4586, loss_cls: 3.7494, loss: 3.7494, grad_norm: 2.1323 2020-07-24 23:55:05,077 - mmaction - INFO - Epoch [41][1480/3757] lr: 8.830e-02, eta: 3 days, 22:36:08, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2062, top5_acc: 0.4648, loss_cls: 3.7361, loss: 3.7361, grad_norm: 2.1533 2020-07-24 23:55:16,575 - mmaction - INFO - Epoch [41][1500/3757] lr: 8.830e-02, eta: 3 days, 22:35:16, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2102, top5_acc: 0.4508, loss_cls: 3.7379, loss: 3.7379, grad_norm: 2.1273 2020-07-24 23:55:27,974 - mmaction - INFO - Epoch [41][1520/3757] lr: 8.830e-02, eta: 3 days, 22:34:22, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2070, top5_acc: 0.4359, loss_cls: 3.7852, loss: 3.7852, grad_norm: 2.0896 2020-07-24 23:55:39,324 - mmaction - INFO - Epoch [41][1540/3757] lr: 8.830e-02, eta: 3 days, 22:33:27, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4500, loss_cls: 3.7970, loss: 3.7970, grad_norm: 2.0813 2020-07-24 23:55:50,817 - mmaction - INFO - Epoch [41][1560/3757] lr: 8.830e-02, eta: 3 days, 22:32:36, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4734, loss_cls: 3.6516, loss: 3.6516, grad_norm: 2.0331 2020-07-24 23:56:02,224 - mmaction - INFO - Epoch [41][1580/3757] lr: 8.830e-02, eta: 3 days, 22:31:43, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4727, loss_cls: 3.7111, loss: 3.7111, grad_norm: 2.1101 2020-07-24 23:56:13,750 - mmaction - INFO - Epoch [41][1600/3757] lr: 8.830e-02, eta: 3 days, 22:30:52, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4406, loss_cls: 3.8249, loss: 3.8249, grad_norm: 2.1184 2020-07-24 23:56:25,078 - mmaction - INFO - Epoch [41][1620/3757] lr: 8.830e-02, eta: 3 days, 22:29:57, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2078, top5_acc: 0.4539, loss_cls: 3.7556, loss: 3.7556, grad_norm: 2.0524 2020-07-24 23:56:36,543 - mmaction - INFO - Epoch [41][1640/3757] lr: 8.830e-02, eta: 3 days, 22:29:05, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4437, loss_cls: 3.7257, loss: 3.7257, grad_norm: 2.1622 2020-07-24 23:56:47,863 - mmaction - INFO - Epoch [41][1660/3757] lr: 8.830e-02, eta: 3 days, 22:28:10, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4500, loss_cls: 3.7866, loss: 3.7866, grad_norm: 2.0902 2020-07-24 23:56:59,213 - mmaction - INFO - Epoch [41][1680/3757] lr: 8.830e-02, eta: 3 days, 22:27:15, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4555, loss_cls: 3.7040, loss: 3.7040, grad_norm: 2.0796 2020-07-24 23:57:10,522 - mmaction - INFO - Epoch [41][1700/3757] lr: 8.830e-02, eta: 3 days, 22:26:20, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4672, loss_cls: 3.6484, loss: 3.6484, grad_norm: 2.1222 2020-07-24 23:57:21,989 - mmaction - INFO - Epoch [41][1720/3757] lr: 8.830e-02, eta: 3 days, 22:25:28, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4664, loss_cls: 3.6984, loss: 3.6984, grad_norm: 2.1420 2020-07-24 23:57:33,477 - mmaction - INFO - Epoch [41][1740/3757] lr: 8.830e-02, eta: 3 days, 22:24:37, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4633, loss_cls: 3.6542, loss: 3.6542, grad_norm: 2.0651 2020-07-24 23:57:44,887 - mmaction - INFO - Epoch [41][1760/3757] lr: 8.830e-02, eta: 3 days, 22:23:44, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4336, loss_cls: 3.7588, loss: 3.7588, grad_norm: 2.0897 2020-07-24 23:57:56,328 - mmaction - INFO - Epoch [41][1780/3757] lr: 8.830e-02, eta: 3 days, 22:22:53, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2008, top5_acc: 0.4234, loss_cls: 3.8524, loss: 3.8524, grad_norm: 2.1164 2020-07-24 23:58:07,754 - mmaction - INFO - Epoch [41][1800/3757] lr: 8.830e-02, eta: 3 days, 22:22:01, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4453, loss_cls: 3.7479, loss: 3.7479, grad_norm: 2.0474 2020-07-24 23:58:19,233 - mmaction - INFO - Epoch [41][1820/3757] lr: 8.830e-02, eta: 3 days, 22:21:10, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4516, loss_cls: 3.7255, loss: 3.7255, grad_norm: 2.0922 2020-07-24 23:58:30,692 - mmaction - INFO - Epoch [41][1840/3757] lr: 8.830e-02, eta: 3 days, 22:20:19, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4445, loss_cls: 3.7664, loss: 3.7664, grad_norm: 2.1874 2020-07-24 23:58:42,228 - mmaction - INFO - Epoch [41][1860/3757] lr: 8.830e-02, eta: 3 days, 22:19:30, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4453, loss_cls: 3.7028, loss: 3.7028, grad_norm: 2.1222 2020-07-24 23:58:53,736 - mmaction - INFO - Epoch [41][1880/3757] lr: 8.830e-02, eta: 3 days, 22:18:40, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2078, top5_acc: 0.4469, loss_cls: 3.7921, loss: 3.7921, grad_norm: 2.0778 2020-07-24 23:59:05,176 - mmaction - INFO - Epoch [41][1900/3757] lr: 8.830e-02, eta: 3 days, 22:17:48, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4508, loss_cls: 3.7437, loss: 3.7437, grad_norm: 2.0456 2020-07-24 23:59:16,702 - mmaction - INFO - Epoch [41][1920/3757] lr: 8.830e-02, eta: 3 days, 22:16:59, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4805, loss_cls: 3.6455, loss: 3.6455, grad_norm: 2.1090 2020-07-24 23:59:28,117 - mmaction - INFO - Epoch [41][1940/3757] lr: 8.830e-02, eta: 3 days, 22:16:08, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4391, loss_cls: 3.7318, loss: 3.7318, grad_norm: 2.1522 2020-07-24 23:59:39,532 - mmaction - INFO - Epoch [41][1960/3757] lr: 8.830e-02, eta: 3 days, 22:15:16, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4562, loss_cls: 3.7114, loss: 3.7114, grad_norm: 2.1475 2020-07-24 23:59:50,994 - mmaction - INFO - Epoch [41][1980/3757] lr: 8.830e-02, eta: 3 days, 22:14:25, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2102, top5_acc: 0.4523, loss_cls: 3.7400, loss: 3.7400, grad_norm: 2.1187 2020-07-25 00:00:02,513 - mmaction - INFO - Epoch [41][2000/3757] lr: 8.830e-02, eta: 3 days, 22:13:36, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4516, loss_cls: 3.7073, loss: 3.7073, grad_norm: 2.0479 2020-07-25 00:00:19,472 - mmaction - INFO - Epoch [41][2020/3757] lr: 8.830e-02, eta: 3 days, 22:15:03, time: 0.846, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4461, loss_cls: 3.7542, loss: 3.7542, grad_norm: 2.1468 2020-07-25 00:00:30,987 - mmaction - INFO - Epoch [41][2040/3757] lr: 8.830e-02, eta: 3 days, 22:14:15, time: 0.578, data_time: 0.006, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4516, loss_cls: 3.7708, loss: 3.7708, grad_norm: 2.1984 2020-07-25 00:00:42,448 - mmaction - INFO - Epoch [41][2060/3757] lr: 8.830e-02, eta: 3 days, 22:13:25, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4430, loss_cls: 3.7290, loss: 3.7290, grad_norm: 2.1025 2020-07-25 00:00:53,791 - mmaction - INFO - Epoch [41][2080/3757] lr: 8.830e-02, eta: 3 days, 22:12:32, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2086, top5_acc: 0.4688, loss_cls: 3.6777, loss: 3.6777, grad_norm: 2.1550 2020-07-25 00:01:05,062 - mmaction - INFO - Epoch [41][2100/3757] lr: 8.830e-02, eta: 3 days, 22:11:36, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4203, loss_cls: 3.8181, loss: 3.8181, grad_norm: 2.1259 2020-07-25 00:01:16,542 - mmaction - INFO - Epoch [41][2120/3757] lr: 8.830e-02, eta: 3 days, 22:10:47, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4398, loss_cls: 3.8199, loss: 3.8199, grad_norm: 2.0731 2020-07-25 00:01:27,971 - mmaction - INFO - Epoch [41][2140/3757] lr: 8.830e-02, eta: 3 days, 22:09:56, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4336, loss_cls: 3.7480, loss: 3.7480, grad_norm: 2.0995 2020-07-25 00:01:39,451 - mmaction - INFO - Epoch [41][2160/3757] lr: 8.830e-02, eta: 3 days, 22:09:07, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4445, loss_cls: 3.7196, loss: 3.7196, grad_norm: 2.0823 2020-07-25 00:01:50,857 - mmaction - INFO - Epoch [41][2180/3757] lr: 8.830e-02, eta: 3 days, 22:08:15, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2039, top5_acc: 0.4547, loss_cls: 3.7335, loss: 3.7335, grad_norm: 2.1280 2020-07-25 00:02:02,246 - mmaction - INFO - Epoch [41][2200/3757] lr: 8.830e-02, eta: 3 days, 22:07:24, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4242, loss_cls: 3.8178, loss: 3.8178, grad_norm: 2.1194 2020-07-25 00:02:13,614 - mmaction - INFO - Epoch [41][2220/3757] lr: 8.830e-02, eta: 3 days, 22:06:32, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2031, top5_acc: 0.4109, loss_cls: 3.8392, loss: 3.8392, grad_norm: 2.1062 2020-07-25 00:02:24,984 - mmaction - INFO - Epoch [41][2240/3757] lr: 8.830e-02, eta: 3 days, 22:05:40, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4523, loss_cls: 3.7743, loss: 3.7743, grad_norm: 2.0794 2020-07-25 00:02:36,446 - mmaction - INFO - Epoch [41][2260/3757] lr: 8.830e-02, eta: 3 days, 22:04:50, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4641, loss_cls: 3.7319, loss: 3.7319, grad_norm: 2.1125 2020-07-25 00:02:47,892 - mmaction - INFO - Epoch [41][2280/3757] lr: 8.830e-02, eta: 3 days, 22:04:00, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4633, loss_cls: 3.6964, loss: 3.6964, grad_norm: 2.0546 2020-07-25 00:02:59,246 - mmaction - INFO - Epoch [41][2300/3757] lr: 8.830e-02, eta: 3 days, 22:03:08, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2102, top5_acc: 0.4523, loss_cls: 3.6982, loss: 3.6982, grad_norm: 2.1176 2020-07-25 00:03:10,595 - mmaction - INFO - Epoch [41][2320/3757] lr: 8.830e-02, eta: 3 days, 22:02:16, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4711, loss_cls: 3.6516, loss: 3.6516, grad_norm: 2.1210 2020-07-25 00:03:22,111 - mmaction - INFO - Epoch [41][2340/3757] lr: 8.830e-02, eta: 3 days, 22:01:28, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4500, loss_cls: 3.6939, loss: 3.6939, grad_norm: 2.1991 2020-07-25 00:03:33,495 - mmaction - INFO - Epoch [41][2360/3757] lr: 8.830e-02, eta: 3 days, 22:00:36, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4680, loss_cls: 3.6361, loss: 3.6361, grad_norm: 2.1291 2020-07-25 00:03:44,893 - mmaction - INFO - Epoch [41][2380/3757] lr: 8.830e-02, eta: 3 days, 21:59:46, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4750, loss_cls: 3.6873, loss: 3.6873, grad_norm: 2.0744 2020-07-25 00:03:56,297 - mmaction - INFO - Epoch [41][2400/3757] lr: 8.830e-02, eta: 3 days, 21:58:55, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4672, loss_cls: 3.6473, loss: 3.6473, grad_norm: 2.0997 2020-07-25 00:04:07,711 - mmaction - INFO - Epoch [41][2420/3757] lr: 8.830e-02, eta: 3 days, 21:58:05, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4844, loss_cls: 3.5983, loss: 3.5983, grad_norm: 2.1225 2020-07-25 00:04:19,193 - mmaction - INFO - Epoch [41][2440/3757] lr: 8.830e-02, eta: 3 days, 21:57:17, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4555, loss_cls: 3.6730, loss: 3.6730, grad_norm: 2.1104 2020-07-25 00:04:30,635 - mmaction - INFO - Epoch [41][2460/3757] lr: 8.830e-02, eta: 3 days, 21:56:27, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4711, loss_cls: 3.6649, loss: 3.6649, grad_norm: 2.1538 2020-07-25 00:04:42,073 - mmaction - INFO - Epoch [41][2480/3757] lr: 8.830e-02, eta: 3 days, 21:55:38, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4711, loss_cls: 3.6805, loss: 3.6805, grad_norm: 2.1348 2020-07-25 00:04:53,444 - mmaction - INFO - Epoch [41][2500/3757] lr: 8.830e-02, eta: 3 days, 21:54:47, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4625, loss_cls: 3.7328, loss: 3.7328, grad_norm: 2.1584 2020-07-25 00:05:04,802 - mmaction - INFO - Epoch [41][2520/3757] lr: 8.830e-02, eta: 3 days, 21:53:56, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4500, loss_cls: 3.7495, loss: 3.7495, grad_norm: 2.1969 2020-07-25 00:05:16,304 - mmaction - INFO - Epoch [41][2540/3757] lr: 8.830e-02, eta: 3 days, 21:53:08, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4562, loss_cls: 3.7365, loss: 3.7365, grad_norm: 2.0948 2020-07-25 00:05:27,700 - mmaction - INFO - Epoch [41][2560/3757] lr: 8.830e-02, eta: 3 days, 21:52:18, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4688, loss_cls: 3.6708, loss: 3.6708, grad_norm: 2.0974 2020-07-25 00:05:39,106 - mmaction - INFO - Epoch [41][2580/3757] lr: 8.830e-02, eta: 3 days, 21:51:28, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2016, top5_acc: 0.4148, loss_cls: 3.8736, loss: 3.8736, grad_norm: 2.1000 2020-07-25 00:05:50,649 - mmaction - INFO - Epoch [41][2600/3757] lr: 8.830e-02, eta: 3 days, 21:50:41, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4484, loss_cls: 3.7423, loss: 3.7423, grad_norm: 2.0563 2020-07-25 00:06:01,959 - mmaction - INFO - Epoch [41][2620/3757] lr: 8.830e-02, eta: 3 days, 21:49:50, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4586, loss_cls: 3.7175, loss: 3.7175, grad_norm: 2.0725 2020-07-25 00:06:13,485 - mmaction - INFO - Epoch [41][2640/3757] lr: 8.830e-02, eta: 3 days, 21:49:03, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4445, loss_cls: 3.7464, loss: 3.7464, grad_norm: 2.0410 2020-07-25 00:06:25,010 - mmaction - INFO - Epoch [41][2660/3757] lr: 8.830e-02, eta: 3 days, 21:48:16, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2047, top5_acc: 0.4328, loss_cls: 3.7684, loss: 3.7684, grad_norm: 2.0994 2020-07-25 00:06:36,520 - mmaction - INFO - Epoch [41][2680/3757] lr: 8.830e-02, eta: 3 days, 21:47:29, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4484, loss_cls: 3.6831, loss: 3.6831, grad_norm: 2.0835 2020-07-25 00:06:47,962 - mmaction - INFO - Epoch [41][2700/3757] lr: 8.830e-02, eta: 3 days, 21:46:41, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2078, top5_acc: 0.4453, loss_cls: 3.7667, loss: 3.7667, grad_norm: 2.0704 2020-07-25 00:06:59,383 - mmaction - INFO - Epoch [41][2720/3757] lr: 8.830e-02, eta: 3 days, 21:45:52, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2047, top5_acc: 0.4461, loss_cls: 3.7633, loss: 3.7633, grad_norm: 2.0472 2020-07-25 00:07:10,742 - mmaction - INFO - Epoch [41][2740/3757] lr: 8.830e-02, eta: 3 days, 21:45:01, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4609, loss_cls: 3.6657, loss: 3.6657, grad_norm: 2.0953 2020-07-25 00:07:22,125 - mmaction - INFO - Epoch [41][2760/3757] lr: 8.830e-02, eta: 3 days, 21:44:12, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4367, loss_cls: 3.7990, loss: 3.7990, grad_norm: 2.1563 2020-07-25 00:07:33,482 - mmaction - INFO - Epoch [41][2780/3757] lr: 8.830e-02, eta: 3 days, 21:43:21, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4562, loss_cls: 3.7798, loss: 3.7798, grad_norm: 2.1172 2020-07-25 00:07:44,836 - mmaction - INFO - Epoch [41][2800/3757] lr: 8.830e-02, eta: 3 days, 21:42:31, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4516, loss_cls: 3.6634, loss: 3.6634, grad_norm: 2.0403 2020-07-25 00:07:56,226 - mmaction - INFO - Epoch [41][2820/3757] lr: 8.830e-02, eta: 3 days, 21:41:42, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4531, loss_cls: 3.7566, loss: 3.7566, grad_norm: 2.1843 2020-07-25 00:08:07,717 - mmaction - INFO - Epoch [41][2840/3757] lr: 8.830e-02, eta: 3 days, 21:40:55, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4570, loss_cls: 3.6984, loss: 3.6984, grad_norm: 2.1606 2020-07-25 00:08:19,143 - mmaction - INFO - Epoch [41][2860/3757] lr: 8.830e-02, eta: 3 days, 21:40:06, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4367, loss_cls: 3.7846, loss: 3.7846, grad_norm: 2.0880 2020-07-25 00:08:30,509 - mmaction - INFO - Epoch [41][2880/3757] lr: 8.830e-02, eta: 3 days, 21:39:17, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4328, loss_cls: 3.7142, loss: 3.7142, grad_norm: 2.0877 2020-07-25 00:08:41,942 - mmaction - INFO - Epoch [41][2900/3757] lr: 8.830e-02, eta: 3 days, 21:38:29, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4875, loss_cls: 3.6314, loss: 3.6314, grad_norm: 2.0892 2020-07-25 00:08:53,404 - mmaction - INFO - Epoch [41][2920/3757] lr: 8.830e-02, eta: 3 days, 21:37:41, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.1977, top5_acc: 0.4359, loss_cls: 3.8035, loss: 3.8035, grad_norm: 2.1566 2020-07-25 00:09:04,713 - mmaction - INFO - Epoch [41][2940/3757] lr: 8.830e-02, eta: 3 days, 21:36:50, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2078, top5_acc: 0.4398, loss_cls: 3.7470, loss: 3.7470, grad_norm: 2.0726 2020-07-25 00:09:16,183 - mmaction - INFO - Epoch [41][2960/3757] lr: 8.830e-02, eta: 3 days, 21:36:04, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4484, loss_cls: 3.7422, loss: 3.7422, grad_norm: 2.0981 2020-07-25 00:09:27,494 - mmaction - INFO - Epoch [41][2980/3757] lr: 8.830e-02, eta: 3 days, 21:35:13, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4445, loss_cls: 3.7684, loss: 3.7684, grad_norm: 2.1164 2020-07-25 00:09:38,958 - mmaction - INFO - Epoch [41][3000/3757] lr: 8.830e-02, eta: 3 days, 21:34:26, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2062, top5_acc: 0.4555, loss_cls: 3.7187, loss: 3.7187, grad_norm: 2.1173 2020-07-25 00:09:50,327 - mmaction - INFO - Epoch [41][3020/3757] lr: 8.830e-02, eta: 3 days, 21:33:37, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2078, top5_acc: 0.4367, loss_cls: 3.8361, loss: 3.8361, grad_norm: 2.1279 2020-07-25 00:10:01,796 - mmaction - INFO - Epoch [41][3040/3757] lr: 8.830e-02, eta: 3 days, 21:32:50, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.1938, top5_acc: 0.4273, loss_cls: 3.8395, loss: 3.8395, grad_norm: 2.0710 2020-07-25 00:10:13,120 - mmaction - INFO - Epoch [41][3060/3757] lr: 8.830e-02, eta: 3 days, 21:32:00, time: 0.567, data_time: 0.001, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4813, loss_cls: 3.6808, loss: 3.6808, grad_norm: 2.1011 2020-07-25 00:10:24,521 - mmaction - INFO - Epoch [41][3080/3757] lr: 8.830e-02, eta: 3 days, 21:31:12, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4594, loss_cls: 3.6848, loss: 3.6848, grad_norm: 2.0779 2020-07-25 00:10:35,977 - mmaction - INFO - Epoch [41][3100/3757] lr: 8.830e-02, eta: 3 days, 21:30:25, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2078, top5_acc: 0.4375, loss_cls: 3.7551, loss: 3.7551, grad_norm: 2.1194 2020-07-25 00:10:47,402 - mmaction - INFO - Epoch [41][3120/3757] lr: 8.830e-02, eta: 3 days, 21:29:37, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4594, loss_cls: 3.7802, loss: 3.7802, grad_norm: 2.0825 2020-07-25 00:10:58,856 - mmaction - INFO - Epoch [41][3140/3757] lr: 8.830e-02, eta: 3 days, 21:28:50, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4750, loss_cls: 3.6631, loss: 3.6631, grad_norm: 2.0477 2020-07-25 00:11:10,251 - mmaction - INFO - Epoch [41][3160/3757] lr: 8.830e-02, eta: 3 days, 21:28:02, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4609, loss_cls: 3.7311, loss: 3.7311, grad_norm: 2.1539 2020-07-25 00:11:21,826 - mmaction - INFO - Epoch [41][3180/3757] lr: 8.830e-02, eta: 3 days, 21:27:19, time: 0.579, data_time: 0.004, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4516, loss_cls: 3.7530, loss: 3.7530, grad_norm: 2.1017 2020-07-25 00:11:33,321 - mmaction - INFO - Epoch [41][3200/3757] lr: 8.830e-02, eta: 3 days, 21:26:32, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.1883, top5_acc: 0.4227, loss_cls: 3.8424, loss: 3.8424, grad_norm: 2.1488 2020-07-25 00:11:44,839 - mmaction - INFO - Epoch [41][3220/3757] lr: 8.830e-02, eta: 3 days, 21:25:48, time: 0.578, data_time: 0.004, memory: 5232, top1_acc: 0.2016, top5_acc: 0.4359, loss_cls: 3.8625, loss: 3.8625, grad_norm: 2.0978 2020-07-25 00:11:56,198 - mmaction - INFO - Epoch [41][3240/3757] lr: 8.830e-02, eta: 3 days, 21:24:59, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4508, loss_cls: 3.6869, loss: 3.6869, grad_norm: 2.1162 2020-07-25 00:12:07,696 - mmaction - INFO - Epoch [41][3260/3757] lr: 8.830e-02, eta: 3 days, 21:24:14, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4672, loss_cls: 3.6470, loss: 3.6470, grad_norm: 2.0671 2020-07-25 00:12:19,189 - mmaction - INFO - Epoch [41][3280/3757] lr: 8.830e-02, eta: 3 days, 21:23:28, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4477, loss_cls: 3.7265, loss: 3.7265, grad_norm: 2.1112 2020-07-25 00:12:30,560 - mmaction - INFO - Epoch [41][3300/3757] lr: 8.830e-02, eta: 3 days, 21:22:40, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.1992, top5_acc: 0.4289, loss_cls: 3.7996, loss: 3.7996, grad_norm: 2.1465 2020-07-25 00:12:41,945 - mmaction - INFO - Epoch [41][3320/3757] lr: 8.830e-02, eta: 3 days, 21:21:53, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4609, loss_cls: 3.7184, loss: 3.7184, grad_norm: 2.0777 2020-07-25 00:12:53,362 - mmaction - INFO - Epoch [41][3340/3757] lr: 8.830e-02, eta: 3 days, 21:21:06, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.1977, top5_acc: 0.4320, loss_cls: 3.8573, loss: 3.8573, grad_norm: 2.1216 2020-07-25 00:13:04,653 - mmaction - INFO - Epoch [41][3360/3757] lr: 8.830e-02, eta: 3 days, 21:20:16, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4477, loss_cls: 3.7293, loss: 3.7293, grad_norm: 2.0509 2020-07-25 00:13:16,029 - mmaction - INFO - Epoch [41][3380/3757] lr: 8.830e-02, eta: 3 days, 21:19:28, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4570, loss_cls: 3.6855, loss: 3.6855, grad_norm: 2.0713 2020-07-25 00:13:27,493 - mmaction - INFO - Epoch [41][3400/3757] lr: 8.830e-02, eta: 3 days, 21:18:42, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4539, loss_cls: 3.7266, loss: 3.7266, grad_norm: 2.1146 2020-07-25 00:13:38,902 - mmaction - INFO - Epoch [41][3420/3757] lr: 8.830e-02, eta: 3 days, 21:17:55, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2102, top5_acc: 0.4422, loss_cls: 3.8081, loss: 3.8081, grad_norm: 2.1438 2020-07-25 00:13:50,265 - mmaction - INFO - Epoch [41][3440/3757] lr: 8.830e-02, eta: 3 days, 21:17:07, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.1984, top5_acc: 0.4359, loss_cls: 3.8656, loss: 3.8656, grad_norm: 2.0637 2020-07-25 00:14:01,656 - mmaction - INFO - Epoch [41][3460/3757] lr: 8.830e-02, eta: 3 days, 21:16:20, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4562, loss_cls: 3.6232, loss: 3.6232, grad_norm: 2.0306 2020-07-25 00:14:12,990 - mmaction - INFO - Epoch [41][3480/3757] lr: 8.830e-02, eta: 3 days, 21:15:32, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4648, loss_cls: 3.6338, loss: 3.6338, grad_norm: 2.1215 2020-07-25 00:14:24,432 - mmaction - INFO - Epoch [41][3500/3757] lr: 8.830e-02, eta: 3 days, 21:14:46, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2078, top5_acc: 0.4227, loss_cls: 3.8332, loss: 3.8332, grad_norm: 2.1364 2020-07-25 00:14:35,865 - mmaction - INFO - Epoch [41][3520/3757] lr: 8.830e-02, eta: 3 days, 21:14:00, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4570, loss_cls: 3.7222, loss: 3.7222, grad_norm: 2.1055 2020-07-25 00:14:47,320 - mmaction - INFO - Epoch [41][3540/3757] lr: 8.830e-02, eta: 3 days, 21:13:14, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4516, loss_cls: 3.7344, loss: 3.7344, grad_norm: 2.0568 2020-07-25 00:14:58,723 - mmaction - INFO - Epoch [41][3560/3757] lr: 8.830e-02, eta: 3 days, 21:12:28, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2102, top5_acc: 0.4562, loss_cls: 3.7152, loss: 3.7152, grad_norm: 2.0671 2020-07-25 00:15:10,101 - mmaction - INFO - Epoch [41][3580/3757] lr: 8.830e-02, eta: 3 days, 21:11:40, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4523, loss_cls: 3.7454, loss: 3.7454, grad_norm: 2.1194 2020-07-25 00:15:21,519 - mmaction - INFO - Epoch [41][3600/3757] lr: 8.830e-02, eta: 3 days, 21:10:54, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4477, loss_cls: 3.7282, loss: 3.7282, grad_norm: 2.1078 2020-07-25 00:15:33,025 - mmaction - INFO - Epoch [41][3620/3757] lr: 8.830e-02, eta: 3 days, 21:10:10, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.1883, top5_acc: 0.4305, loss_cls: 3.8209, loss: 3.8209, grad_norm: 2.0520 2020-07-25 00:15:44,443 - mmaction - INFO - Epoch [41][3640/3757] lr: 8.830e-02, eta: 3 days, 21:09:24, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4461, loss_cls: 3.7453, loss: 3.7453, grad_norm: 2.0803 2020-07-25 00:15:55,743 - mmaction - INFO - Epoch [41][3660/3757] lr: 8.830e-02, eta: 3 days, 21:08:36, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2102, top5_acc: 0.4664, loss_cls: 3.6371, loss: 3.6371, grad_norm: 2.1431 2020-07-25 00:16:07,139 - mmaction - INFO - Epoch [41][3680/3757] lr: 8.830e-02, eta: 3 days, 21:07:49, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4508, loss_cls: 3.7739, loss: 3.7739, grad_norm: 2.1134 2020-07-25 00:16:18,455 - mmaction - INFO - Epoch [41][3700/3757] lr: 8.830e-02, eta: 3 days, 21:07:01, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4641, loss_cls: 3.7364, loss: 3.7364, grad_norm: 2.1057 2020-07-25 00:16:29,858 - mmaction - INFO - Epoch [41][3720/3757] lr: 8.830e-02, eta: 3 days, 21:06:15, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4656, loss_cls: 3.6738, loss: 3.6738, grad_norm: 2.0971 2020-07-25 00:16:41,192 - mmaction - INFO - Epoch [41][3740/3757] lr: 8.830e-02, eta: 3 days, 21:05:27, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4734, loss_cls: 3.6768, loss: 3.6768, grad_norm: 2.0849 2020-07-25 00:19:51,342 - mmaction - INFO - Epoch [42][20/3757] lr: 8.774e-02, eta: 3 days, 22:02:56, time: 8.689, data_time: 8.005, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4633, loss_cls: 3.6838, loss: 3.6838, grad_norm: 2.0629 2020-07-25 00:20:02,879 - mmaction - INFO - Epoch [42][40/3757] lr: 8.774e-02, eta: 3 days, 22:02:10, time: 0.577, data_time: 0.001, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4672, loss_cls: 3.7072, loss: 3.7072, grad_norm: 2.1109 2020-07-25 00:20:14,100 - mmaction - INFO - Epoch [42][60/3757] lr: 8.774e-02, eta: 3 days, 22:01:17, time: 0.561, data_time: 0.001, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4586, loss_cls: 3.7062, loss: 3.7062, grad_norm: 2.0868 2020-07-25 00:20:25,486 - mmaction - INFO - Epoch [42][80/3757] lr: 8.774e-02, eta: 3 days, 22:00:28, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4602, loss_cls: 3.7016, loss: 3.7016, grad_norm: 2.1590 2020-07-25 00:20:36,863 - mmaction - INFO - Epoch [42][100/3757] lr: 8.774e-02, eta: 3 days, 21:59:38, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4633, loss_cls: 3.6517, loss: 3.6517, grad_norm: 2.1561 2020-07-25 00:20:48,210 - mmaction - INFO - Epoch [42][120/3757] lr: 8.774e-02, eta: 3 days, 21:58:48, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4539, loss_cls: 3.6649, loss: 3.6649, grad_norm: 2.0811 2020-07-25 00:20:59,579 - mmaction - INFO - Epoch [42][140/3757] lr: 8.774e-02, eta: 3 days, 21:57:58, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2062, top5_acc: 0.4406, loss_cls: 3.7532, loss: 3.7532, grad_norm: 2.0717 2020-07-25 00:21:10,968 - mmaction - INFO - Epoch [42][160/3757] lr: 8.774e-02, eta: 3 days, 21:57:09, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4586, loss_cls: 3.6735, loss: 3.6735, grad_norm: 2.0784 2020-07-25 00:21:22,321 - mmaction - INFO - Epoch [42][180/3757] lr: 8.774e-02, eta: 3 days, 21:56:20, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4719, loss_cls: 3.6091, loss: 3.6091, grad_norm: 2.0707 2020-07-25 00:21:33,647 - mmaction - INFO - Epoch [42][200/3757] lr: 8.774e-02, eta: 3 days, 21:55:29, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4508, loss_cls: 3.6589, loss: 3.6589, grad_norm: 2.0688 2020-07-25 00:21:45,054 - mmaction - INFO - Epoch [42][220/3757] lr: 8.774e-02, eta: 3 days, 21:54:40, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4523, loss_cls: 3.7306, loss: 3.7306, grad_norm: 2.1655 2020-07-25 00:21:56,446 - mmaction - INFO - Epoch [42][240/3757] lr: 8.774e-02, eta: 3 days, 21:53:52, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4469, loss_cls: 3.8309, loss: 3.8309, grad_norm: 2.1698 2020-07-25 00:22:07,827 - mmaction - INFO - Epoch [42][260/3757] lr: 8.774e-02, eta: 3 days, 21:53:03, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.1945, top5_acc: 0.4289, loss_cls: 3.8336, loss: 3.8336, grad_norm: 2.1195 2020-07-25 00:22:19,293 - mmaction - INFO - Epoch [42][280/3757] lr: 8.774e-02, eta: 3 days, 21:52:16, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4469, loss_cls: 3.7390, loss: 3.7390, grad_norm: 2.0364 2020-07-25 00:22:30,739 - mmaction - INFO - Epoch [42][300/3757] lr: 8.774e-02, eta: 3 days, 21:51:29, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4516, loss_cls: 3.7035, loss: 3.7035, grad_norm: 2.1319 2020-07-25 00:22:42,097 - mmaction - INFO - Epoch [42][320/3757] lr: 8.774e-02, eta: 3 days, 21:50:40, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4703, loss_cls: 3.6809, loss: 3.6809, grad_norm: 2.1563 2020-07-25 00:22:53,401 - mmaction - INFO - Epoch [42][340/3757] lr: 8.774e-02, eta: 3 days, 21:49:49, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4711, loss_cls: 3.6681, loss: 3.6681, grad_norm: 2.1268 2020-07-25 00:23:04,764 - mmaction - INFO - Epoch [42][360/3757] lr: 8.774e-02, eta: 3 days, 21:49:00, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4758, loss_cls: 3.6411, loss: 3.6411, grad_norm: 2.0993 2020-07-25 00:23:16,151 - mmaction - INFO - Epoch [42][380/3757] lr: 8.774e-02, eta: 3 days, 21:48:12, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2086, top5_acc: 0.4555, loss_cls: 3.7043, loss: 3.7043, grad_norm: 2.1563 2020-07-25 00:23:27,588 - mmaction - INFO - Epoch [42][400/3757] lr: 8.774e-02, eta: 3 days, 21:47:24, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4414, loss_cls: 3.6884, loss: 3.6884, grad_norm: 2.1276 2020-07-25 00:23:38,902 - mmaction - INFO - Epoch [42][420/3757] lr: 8.774e-02, eta: 3 days, 21:46:35, time: 0.566, data_time: 0.004, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4680, loss_cls: 3.6687, loss: 3.6687, grad_norm: 2.0951 2020-07-25 00:23:50,244 - mmaction - INFO - Epoch [42][440/3757] lr: 8.774e-02, eta: 3 days, 21:45:46, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4414, loss_cls: 3.7620, loss: 3.7620, grad_norm: 2.0692 2020-07-25 00:24:01,648 - mmaction - INFO - Epoch [42][460/3757] lr: 8.774e-02, eta: 3 days, 21:44:58, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4477, loss_cls: 3.7719, loss: 3.7719, grad_norm: 2.1022 2020-07-25 00:24:13,120 - mmaction - INFO - Epoch [42][480/3757] lr: 8.774e-02, eta: 3 days, 21:44:12, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4719, loss_cls: 3.6693, loss: 3.6693, grad_norm: 2.1004 2020-07-25 00:24:24,469 - mmaction - INFO - Epoch [42][500/3757] lr: 8.774e-02, eta: 3 days, 21:43:23, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4672, loss_cls: 3.7409, loss: 3.7409, grad_norm: 2.1105 2020-07-25 00:24:35,887 - mmaction - INFO - Epoch [42][520/3757] lr: 8.774e-02, eta: 3 days, 21:42:36, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4852, loss_cls: 3.6311, loss: 3.6311, grad_norm: 2.0841 2020-07-25 00:24:47,266 - mmaction - INFO - Epoch [42][540/3757] lr: 8.774e-02, eta: 3 days, 21:41:47, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4758, loss_cls: 3.6070, loss: 3.6070, grad_norm: 2.1924 2020-07-25 00:24:58,591 - mmaction - INFO - Epoch [42][560/3757] lr: 8.774e-02, eta: 3 days, 21:40:58, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4672, loss_cls: 3.7450, loss: 3.7450, grad_norm: 2.1471 2020-07-25 00:25:10,042 - mmaction - INFO - Epoch [42][580/3757] lr: 8.774e-02, eta: 3 days, 21:40:12, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2016, top5_acc: 0.4648, loss_cls: 3.7308, loss: 3.7308, grad_norm: 2.1291 2020-07-25 00:25:21,383 - mmaction - INFO - Epoch [42][600/3757] lr: 8.774e-02, eta: 3 days, 21:39:23, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4734, loss_cls: 3.6192, loss: 3.6192, grad_norm: 2.1007 2020-07-25 00:25:32,856 - mmaction - INFO - Epoch [42][620/3757] lr: 8.774e-02, eta: 3 days, 21:38:38, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4641, loss_cls: 3.6593, loss: 3.6593, grad_norm: 2.1472 2020-07-25 00:25:44,317 - mmaction - INFO - Epoch [42][640/3757] lr: 8.774e-02, eta: 3 days, 21:37:52, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4758, loss_cls: 3.6235, loss: 3.6235, grad_norm: 2.0694 2020-07-25 00:25:55,714 - mmaction - INFO - Epoch [42][660/3757] lr: 8.774e-02, eta: 3 days, 21:37:04, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4570, loss_cls: 3.6700, loss: 3.6700, grad_norm: 2.1681 2020-07-25 00:26:07,197 - mmaction - INFO - Epoch [42][680/3757] lr: 8.774e-02, eta: 3 days, 21:36:19, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4641, loss_cls: 3.6618, loss: 3.6618, grad_norm: 2.1278 2020-07-25 00:26:18,802 - mmaction - INFO - Epoch [42][700/3757] lr: 8.774e-02, eta: 3 days, 21:35:37, time: 0.581, data_time: 0.004, memory: 5232, top1_acc: 0.2016, top5_acc: 0.4328, loss_cls: 3.8064, loss: 3.8064, grad_norm: 2.1434 2020-07-25 00:26:30,227 - mmaction - INFO - Epoch [42][720/3757] lr: 8.774e-02, eta: 3 days, 21:34:50, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4703, loss_cls: 3.6765, loss: 3.6765, grad_norm: 2.0733 2020-07-25 00:26:41,679 - mmaction - INFO - Epoch [42][740/3757] lr: 8.774e-02, eta: 3 days, 21:34:04, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4602, loss_cls: 3.6793, loss: 3.6793, grad_norm: 2.1052 2020-07-25 00:26:53,244 - mmaction - INFO - Epoch [42][760/3757] lr: 8.774e-02, eta: 3 days, 21:33:21, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4609, loss_cls: 3.6912, loss: 3.6912, grad_norm: 2.0722 2020-07-25 00:27:04,603 - mmaction - INFO - Epoch [42][780/3757] lr: 8.774e-02, eta: 3 days, 21:32:33, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4703, loss_cls: 3.7517, loss: 3.7517, grad_norm: 2.1005 2020-07-25 00:27:16,026 - mmaction - INFO - Epoch [42][800/3757] lr: 8.774e-02, eta: 3 days, 21:31:47, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4695, loss_cls: 3.6723, loss: 3.6723, grad_norm: 2.1617 2020-07-25 00:27:27,422 - mmaction - INFO - Epoch [42][820/3757] lr: 8.774e-02, eta: 3 days, 21:31:00, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4648, loss_cls: 3.6894, loss: 3.6894, grad_norm: 2.1497 2020-07-25 00:27:38,875 - mmaction - INFO - Epoch [42][840/3757] lr: 8.774e-02, eta: 3 days, 21:30:15, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4328, loss_cls: 3.7592, loss: 3.7592, grad_norm: 2.1124 2020-07-25 00:27:50,293 - mmaction - INFO - Epoch [42][860/3757] lr: 8.774e-02, eta: 3 days, 21:29:29, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4508, loss_cls: 3.7521, loss: 3.7521, grad_norm: 2.1056 2020-07-25 00:28:01,670 - mmaction - INFO - Epoch [42][880/3757] lr: 8.774e-02, eta: 3 days, 21:28:42, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.1961, top5_acc: 0.4328, loss_cls: 3.7692, loss: 3.7692, grad_norm: 2.0923 2020-07-25 00:28:13,183 - mmaction - INFO - Epoch [42][900/3757] lr: 8.774e-02, eta: 3 days, 21:27:57, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4531, loss_cls: 3.6678, loss: 3.6678, grad_norm: 2.0483 2020-07-25 00:28:24,569 - mmaction - INFO - Epoch [42][920/3757] lr: 8.774e-02, eta: 3 days, 21:27:11, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4656, loss_cls: 3.6635, loss: 3.6635, grad_norm: 2.1120 2020-07-25 00:28:35,979 - mmaction - INFO - Epoch [42][940/3757] lr: 8.774e-02, eta: 3 days, 21:26:25, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4703, loss_cls: 3.7370, loss: 3.7370, grad_norm: 2.1175 2020-07-25 00:28:47,343 - mmaction - INFO - Epoch [42][960/3757] lr: 8.774e-02, eta: 3 days, 21:25:37, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2008, top5_acc: 0.4437, loss_cls: 3.8308, loss: 3.8308, grad_norm: 2.1005 2020-07-25 00:28:58,824 - mmaction - INFO - Epoch [42][980/3757] lr: 8.774e-02, eta: 3 days, 21:24:53, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.1961, top5_acc: 0.4531, loss_cls: 3.8021, loss: 3.8021, grad_norm: 2.0594 2020-07-25 00:29:10,268 - mmaction - INFO - Epoch [42][1000/3757] lr: 8.774e-02, eta: 3 days, 21:24:08, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4516, loss_cls: 3.7340, loss: 3.7340, grad_norm: 2.0807 2020-07-25 00:29:21,693 - mmaction - INFO - Epoch [42][1020/3757] lr: 8.774e-02, eta: 3 days, 21:23:22, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2102, top5_acc: 0.4359, loss_cls: 3.7630, loss: 3.7630, grad_norm: 2.1065 2020-07-25 00:29:33,113 - mmaction - INFO - Epoch [42][1040/3757] lr: 8.774e-02, eta: 3 days, 21:22:36, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4570, loss_cls: 3.7263, loss: 3.7263, grad_norm: 2.1027 2020-07-25 00:29:44,588 - mmaction - INFO - Epoch [42][1060/3757] lr: 8.774e-02, eta: 3 days, 21:21:52, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.1992, top5_acc: 0.4367, loss_cls: 3.7635, loss: 3.7635, grad_norm: 2.0843 2020-07-25 00:29:56,049 - mmaction - INFO - Epoch [42][1080/3757] lr: 8.774e-02, eta: 3 days, 21:21:07, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2094, top5_acc: 0.4680, loss_cls: 3.6308, loss: 3.6308, grad_norm: 2.1065 2020-07-25 00:30:07,548 - mmaction - INFO - Epoch [42][1100/3757] lr: 8.774e-02, eta: 3 days, 21:20:24, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2023, top5_acc: 0.4422, loss_cls: 3.8117, loss: 3.8117, grad_norm: 2.1469 2020-07-25 00:30:19,037 - mmaction - INFO - Epoch [42][1120/3757] lr: 8.774e-02, eta: 3 days, 21:19:40, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4555, loss_cls: 3.7294, loss: 3.7294, grad_norm: 2.0949 2020-07-25 00:30:30,438 - mmaction - INFO - Epoch [42][1140/3757] lr: 8.774e-02, eta: 3 days, 21:18:54, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4539, loss_cls: 3.7039, loss: 3.7039, grad_norm: 2.0795 2020-07-25 00:30:41,955 - mmaction - INFO - Epoch [42][1160/3757] lr: 8.774e-02, eta: 3 days, 21:18:11, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4672, loss_cls: 3.6879, loss: 3.6879, grad_norm: 2.0597 2020-07-25 00:30:53,451 - mmaction - INFO - Epoch [42][1180/3757] lr: 8.774e-02, eta: 3 days, 21:17:27, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4477, loss_cls: 3.7136, loss: 3.7136, grad_norm: 2.1137 2020-07-25 00:31:04,870 - mmaction - INFO - Epoch [42][1200/3757] lr: 8.774e-02, eta: 3 days, 21:16:42, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4617, loss_cls: 3.6569, loss: 3.6569, grad_norm: 2.0640 2020-07-25 00:31:16,292 - mmaction - INFO - Epoch [42][1220/3757] lr: 8.774e-02, eta: 3 days, 21:15:57, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2086, top5_acc: 0.4297, loss_cls: 3.8032, loss: 3.8032, grad_norm: 2.1368 2020-07-25 00:31:27,752 - mmaction - INFO - Epoch [42][1240/3757] lr: 8.774e-02, eta: 3 days, 21:15:13, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4445, loss_cls: 3.7401, loss: 3.7401, grad_norm: 2.1367 2020-07-25 00:31:39,241 - mmaction - INFO - Epoch [42][1260/3757] lr: 8.774e-02, eta: 3 days, 21:14:29, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4719, loss_cls: 3.6681, loss: 3.6681, grad_norm: 2.1356 2020-07-25 00:31:50,554 - mmaction - INFO - Epoch [42][1280/3757] lr: 8.774e-02, eta: 3 days, 21:13:42, time: 0.566, data_time: 0.001, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4484, loss_cls: 3.6197, loss: 3.6197, grad_norm: 2.1343 2020-07-25 00:32:01,921 - mmaction - INFO - Epoch [42][1300/3757] lr: 8.774e-02, eta: 3 days, 21:12:56, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4750, loss_cls: 3.6243, loss: 3.6243, grad_norm: 2.0892 2020-07-25 00:32:13,407 - mmaction - INFO - Epoch [42][1320/3757] lr: 8.774e-02, eta: 3 days, 21:12:12, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4500, loss_cls: 3.7222, loss: 3.7222, grad_norm: 2.1408 2020-07-25 00:32:24,781 - mmaction - INFO - Epoch [42][1340/3757] lr: 8.774e-02, eta: 3 days, 21:11:27, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4484, loss_cls: 3.6875, loss: 3.6875, grad_norm: 2.0834 2020-07-25 00:32:36,094 - mmaction - INFO - Epoch [42][1360/3757] lr: 8.774e-02, eta: 3 days, 21:10:40, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2070, top5_acc: 0.4297, loss_cls: 3.8263, loss: 3.8263, grad_norm: 2.1252 2020-07-25 00:32:47,522 - mmaction - INFO - Epoch [42][1380/3757] lr: 8.774e-02, eta: 3 days, 21:09:55, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4523, loss_cls: 3.7309, loss: 3.7309, grad_norm: 2.0463 2020-07-25 00:32:58,885 - mmaction - INFO - Epoch [42][1400/3757] lr: 8.774e-02, eta: 3 days, 21:09:10, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4734, loss_cls: 3.6789, loss: 3.6789, grad_norm: 2.0898 2020-07-25 00:33:10,276 - mmaction - INFO - Epoch [42][1420/3757] lr: 8.774e-02, eta: 3 days, 21:08:24, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2070, top5_acc: 0.4703, loss_cls: 3.7528, loss: 3.7528, grad_norm: 2.1698 2020-07-25 00:33:21,669 - mmaction - INFO - Epoch [42][1440/3757] lr: 8.774e-02, eta: 3 days, 21:07:39, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4555, loss_cls: 3.7440, loss: 3.7440, grad_norm: 2.1465 2020-07-25 00:33:33,042 - mmaction - INFO - Epoch [42][1460/3757] lr: 8.774e-02, eta: 3 days, 21:06:54, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2086, top5_acc: 0.4336, loss_cls: 3.7748, loss: 3.7748, grad_norm: 2.1538 2020-07-25 00:33:44,383 - mmaction - INFO - Epoch [42][1480/3757] lr: 8.774e-02, eta: 3 days, 21:06:08, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2031, top5_acc: 0.4477, loss_cls: 3.7990, loss: 3.7990, grad_norm: 2.1130 2020-07-25 00:33:55,738 - mmaction - INFO - Epoch [42][1500/3757] lr: 8.774e-02, eta: 3 days, 21:05:22, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2086, top5_acc: 0.4422, loss_cls: 3.7923, loss: 3.7923, grad_norm: 2.0382 2020-07-25 00:34:07,170 - mmaction - INFO - Epoch [42][1520/3757] lr: 8.774e-02, eta: 3 days, 21:04:38, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4578, loss_cls: 3.7081, loss: 3.7081, grad_norm: 2.0353 2020-07-25 00:34:18,584 - mmaction - INFO - Epoch [42][1540/3757] lr: 8.774e-02, eta: 3 days, 21:03:53, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4562, loss_cls: 3.6696, loss: 3.6696, grad_norm: 2.1543 2020-07-25 00:34:30,059 - mmaction - INFO - Epoch [42][1560/3757] lr: 8.774e-02, eta: 3 days, 21:03:11, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4578, loss_cls: 3.6910, loss: 3.6910, grad_norm: 2.1488 2020-07-25 00:34:41,453 - mmaction - INFO - Epoch [42][1580/3757] lr: 8.774e-02, eta: 3 days, 21:02:26, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4586, loss_cls: 3.7335, loss: 3.7335, grad_norm: 2.0973 2020-07-25 00:34:52,877 - mmaction - INFO - Epoch [42][1600/3757] lr: 8.774e-02, eta: 3 days, 21:01:42, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2016, top5_acc: 0.4508, loss_cls: 3.7471, loss: 3.7471, grad_norm: 2.1086 2020-07-25 00:35:04,383 - mmaction - INFO - Epoch [42][1620/3757] lr: 8.774e-02, eta: 3 days, 21:00:59, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4414, loss_cls: 3.7374, loss: 3.7374, grad_norm: 2.1495 2020-07-25 00:35:15,852 - mmaction - INFO - Epoch [42][1640/3757] lr: 8.774e-02, eta: 3 days, 21:00:17, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2008, top5_acc: 0.4625, loss_cls: 3.7851, loss: 3.7851, grad_norm: 2.1282 2020-07-25 00:35:27,336 - mmaction - INFO - Epoch [42][1660/3757] lr: 8.774e-02, eta: 3 days, 20:59:34, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4391, loss_cls: 3.7881, loss: 3.7881, grad_norm: 2.0700 2020-07-25 00:35:38,689 - mmaction - INFO - Epoch [42][1680/3757] lr: 8.774e-02, eta: 3 days, 20:58:49, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4742, loss_cls: 3.6277, loss: 3.6277, grad_norm: 2.0798 2020-07-25 00:35:50,077 - mmaction - INFO - Epoch [42][1700/3757] lr: 8.774e-02, eta: 3 days, 20:58:04, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4391, loss_cls: 3.8196, loss: 3.8196, grad_norm: 2.1568 2020-07-25 00:36:01,489 - mmaction - INFO - Epoch [42][1720/3757] lr: 8.774e-02, eta: 3 days, 20:57:21, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4586, loss_cls: 3.6658, loss: 3.6658, grad_norm: 2.0950 2020-07-25 00:36:13,019 - mmaction - INFO - Epoch [42][1740/3757] lr: 8.774e-02, eta: 3 days, 20:56:39, time: 0.576, data_time: 0.002, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4414, loss_cls: 3.7437, loss: 3.7437, grad_norm: 2.1527 2020-07-25 00:36:24,377 - mmaction - INFO - Epoch [42][1760/3757] lr: 8.774e-02, eta: 3 days, 20:55:54, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4391, loss_cls: 3.7598, loss: 3.7598, grad_norm: 2.0467 2020-07-25 00:36:35,759 - mmaction - INFO - Epoch [42][1780/3757] lr: 8.774e-02, eta: 3 days, 20:55:10, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4672, loss_cls: 3.7046, loss: 3.7046, grad_norm: 2.0832 2020-07-25 00:36:47,158 - mmaction - INFO - Epoch [42][1800/3757] lr: 8.774e-02, eta: 3 days, 20:54:26, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4492, loss_cls: 3.7093, loss: 3.7093, grad_norm: 2.1532 2020-07-25 00:36:58,545 - mmaction - INFO - Epoch [42][1820/3757] lr: 8.774e-02, eta: 3 days, 20:53:42, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2023, top5_acc: 0.4297, loss_cls: 3.7914, loss: 3.7914, grad_norm: 2.1324 2020-07-25 00:37:09,916 - mmaction - INFO - Epoch [42][1840/3757] lr: 8.774e-02, eta: 3 days, 20:52:57, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.1977, top5_acc: 0.4453, loss_cls: 3.7632, loss: 3.7632, grad_norm: 2.1006 2020-07-25 00:37:21,261 - mmaction - INFO - Epoch [42][1860/3757] lr: 8.774e-02, eta: 3 days, 20:52:12, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4500, loss_cls: 3.6866, loss: 3.6866, grad_norm: 2.0474 2020-07-25 00:37:32,677 - mmaction - INFO - Epoch [42][1880/3757] lr: 8.774e-02, eta: 3 days, 20:51:29, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4719, loss_cls: 3.6587, loss: 3.6587, grad_norm: 2.0844 2020-07-25 00:37:44,055 - mmaction - INFO - Epoch [42][1900/3757] lr: 8.774e-02, eta: 3 days, 20:50:45, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.1922, top5_acc: 0.4445, loss_cls: 3.7642, loss: 3.7642, grad_norm: 2.1310 2020-07-25 00:37:55,496 - mmaction - INFO - Epoch [42][1920/3757] lr: 8.774e-02, eta: 3 days, 20:50:02, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4562, loss_cls: 3.6797, loss: 3.6797, grad_norm: 2.1376 2020-07-25 00:38:06,960 - mmaction - INFO - Epoch [42][1940/3757] lr: 8.774e-02, eta: 3 days, 20:49:20, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.1992, top5_acc: 0.4359, loss_cls: 3.7566, loss: 3.7566, grad_norm: 2.0474 2020-07-25 00:38:18,400 - mmaction - INFO - Epoch [42][1960/3757] lr: 8.774e-02, eta: 3 days, 20:48:37, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4656, loss_cls: 3.6768, loss: 3.6768, grad_norm: 2.0971 2020-07-25 00:38:29,852 - mmaction - INFO - Epoch [42][1980/3757] lr: 8.774e-02, eta: 3 days, 20:47:55, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4617, loss_cls: 3.7098, loss: 3.7098, grad_norm: 2.0579 2020-07-25 00:38:41,247 - mmaction - INFO - Epoch [42][2000/3757] lr: 8.774e-02, eta: 3 days, 20:47:11, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4602, loss_cls: 3.7683, loss: 3.7683, grad_norm: 2.1254 2020-07-25 00:38:52,779 - mmaction - INFO - Epoch [42][2020/3757] lr: 8.774e-02, eta: 3 days, 20:46:31, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4508, loss_cls: 3.7526, loss: 3.7526, grad_norm: 2.0728 2020-07-25 00:39:04,219 - mmaction - INFO - Epoch [42][2040/3757] lr: 8.774e-02, eta: 3 days, 20:45:48, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4414, loss_cls: 3.7473, loss: 3.7473, grad_norm: 2.0802 2020-07-25 00:39:15,595 - mmaction - INFO - Epoch [42][2060/3757] lr: 8.774e-02, eta: 3 days, 20:45:04, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4727, loss_cls: 3.6854, loss: 3.6854, grad_norm: 2.0923 2020-07-25 00:39:27,061 - mmaction - INFO - Epoch [42][2080/3757] lr: 8.774e-02, eta: 3 days, 20:44:22, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4719, loss_cls: 3.6596, loss: 3.6596, grad_norm: 2.1045 2020-07-25 00:39:38,562 - mmaction - INFO - Epoch [42][2100/3757] lr: 8.774e-02, eta: 3 days, 20:43:41, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2062, top5_acc: 0.4125, loss_cls: 3.8488, loss: 3.8488, grad_norm: 2.1436 2020-07-25 00:39:49,960 - mmaction - INFO - Epoch [42][2120/3757] lr: 8.774e-02, eta: 3 days, 20:42:58, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4844, loss_cls: 3.5813, loss: 3.5813, grad_norm: 2.0348 2020-07-25 00:40:01,387 - mmaction - INFO - Epoch [42][2140/3757] lr: 8.774e-02, eta: 3 days, 20:42:16, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4531, loss_cls: 3.7779, loss: 3.7779, grad_norm: 2.1235 2020-07-25 00:40:12,880 - mmaction - INFO - Epoch [42][2160/3757] lr: 8.774e-02, eta: 3 days, 20:41:34, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2047, top5_acc: 0.4453, loss_cls: 3.7551, loss: 3.7551, grad_norm: 2.1113 2020-07-25 00:40:24,379 - mmaction - INFO - Epoch [42][2180/3757] lr: 8.774e-02, eta: 3 days, 20:40:54, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4313, loss_cls: 3.8585, loss: 3.8585, grad_norm: 2.0841 2020-07-25 00:40:35,874 - mmaction - INFO - Epoch [42][2200/3757] lr: 8.774e-02, eta: 3 days, 20:40:13, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4648, loss_cls: 3.6950, loss: 3.6950, grad_norm: 2.0536 2020-07-25 00:40:47,384 - mmaction - INFO - Epoch [42][2220/3757] lr: 8.774e-02, eta: 3 days, 20:39:32, time: 0.576, data_time: 0.006, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4437, loss_cls: 3.7454, loss: 3.7454, grad_norm: 2.0598 2020-07-25 00:40:58,714 - mmaction - INFO - Epoch [42][2240/3757] lr: 8.774e-02, eta: 3 days, 20:38:48, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.2086, top5_acc: 0.4461, loss_cls: 3.7405, loss: 3.7405, grad_norm: 2.1277 2020-07-25 00:41:10,077 - mmaction - INFO - Epoch [42][2260/3757] lr: 8.774e-02, eta: 3 days, 20:38:04, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.1992, top5_acc: 0.4375, loss_cls: 3.8291, loss: 3.8291, grad_norm: 2.1947 2020-07-25 00:41:21,530 - mmaction - INFO - Epoch [42][2280/3757] lr: 8.774e-02, eta: 3 days, 20:37:23, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.1914, top5_acc: 0.4297, loss_cls: 3.8714, loss: 3.8714, grad_norm: 2.1076 2020-07-25 00:41:32,903 - mmaction - INFO - Epoch [42][2300/3757] lr: 8.774e-02, eta: 3 days, 20:36:39, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.1969, top5_acc: 0.4492, loss_cls: 3.8087, loss: 3.8087, grad_norm: 2.1265 2020-07-25 00:41:44,335 - mmaction - INFO - Epoch [42][2320/3757] lr: 8.774e-02, eta: 3 days, 20:35:58, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4578, loss_cls: 3.7450, loss: 3.7450, grad_norm: 2.1226 2020-07-25 00:41:55,756 - mmaction - INFO - Epoch [42][2340/3757] lr: 8.774e-02, eta: 3 days, 20:35:15, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4547, loss_cls: 3.6970, loss: 3.6970, grad_norm: 2.1248 2020-07-25 00:42:07,222 - mmaction - INFO - Epoch [42][2360/3757] lr: 8.774e-02, eta: 3 days, 20:34:34, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.5000, loss_cls: 3.5909, loss: 3.5909, grad_norm: 2.1564 2020-07-25 00:42:18,604 - mmaction - INFO - Epoch [42][2380/3757] lr: 8.774e-02, eta: 3 days, 20:33:51, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4805, loss_cls: 3.6340, loss: 3.6340, grad_norm: 2.1491 2020-07-25 00:42:30,049 - mmaction - INFO - Epoch [42][2400/3757] lr: 8.774e-02, eta: 3 days, 20:33:10, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4688, loss_cls: 3.7279, loss: 3.7279, grad_norm: 2.2116 2020-07-25 00:42:41,474 - mmaction - INFO - Epoch [42][2420/3757] lr: 8.774e-02, eta: 3 days, 20:32:28, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2008, top5_acc: 0.4484, loss_cls: 3.7270, loss: 3.7270, grad_norm: 2.0775 2020-07-25 00:42:52,923 - mmaction - INFO - Epoch [42][2440/3757] lr: 8.774e-02, eta: 3 days, 20:31:47, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4641, loss_cls: 3.6367, loss: 3.6367, grad_norm: 2.0707 2020-07-25 00:43:04,392 - mmaction - INFO - Epoch [42][2460/3757] lr: 8.774e-02, eta: 3 days, 20:31:06, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.1930, top5_acc: 0.4539, loss_cls: 3.7694, loss: 3.7694, grad_norm: 2.1394 2020-07-25 00:43:15,802 - mmaction - INFO - Epoch [42][2480/3757] lr: 8.774e-02, eta: 3 days, 20:30:24, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4641, loss_cls: 3.7070, loss: 3.7070, grad_norm: 2.1531 2020-07-25 00:43:27,251 - mmaction - INFO - Epoch [42][2500/3757] lr: 8.774e-02, eta: 3 days, 20:29:43, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4375, loss_cls: 3.7740, loss: 3.7740, grad_norm: 2.1468 2020-07-25 00:43:38,655 - mmaction - INFO - Epoch [42][2520/3757] lr: 8.774e-02, eta: 3 days, 20:29:01, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4727, loss_cls: 3.6586, loss: 3.6586, grad_norm: 2.1094 2020-07-25 00:43:50,163 - mmaction - INFO - Epoch [42][2540/3757] lr: 8.774e-02, eta: 3 days, 20:28:21, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4430, loss_cls: 3.7575, loss: 3.7575, grad_norm: 2.1589 2020-07-25 00:44:01,501 - mmaction - INFO - Epoch [42][2560/3757] lr: 8.774e-02, eta: 3 days, 20:27:37, time: 0.567, data_time: 0.004, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4539, loss_cls: 3.7587, loss: 3.7587, grad_norm: 2.1417 2020-07-25 00:44:12,927 - mmaction - INFO - Epoch [42][2580/3757] lr: 8.774e-02, eta: 3 days, 20:26:56, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4586, loss_cls: 3.7302, loss: 3.7302, grad_norm: 2.0815 2020-07-25 00:44:24,316 - mmaction - INFO - Epoch [42][2600/3757] lr: 8.774e-02, eta: 3 days, 20:26:14, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4383, loss_cls: 3.7857, loss: 3.7857, grad_norm: 2.0663 2020-07-25 00:44:35,685 - mmaction - INFO - Epoch [42][2620/3757] lr: 8.774e-02, eta: 3 days, 20:25:31, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4617, loss_cls: 3.6359, loss: 3.6359, grad_norm: 2.0754 2020-07-25 00:44:47,092 - mmaction - INFO - Epoch [42][2640/3757] lr: 8.774e-02, eta: 3 days, 20:24:50, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4547, loss_cls: 3.7644, loss: 3.7644, grad_norm: 2.1071 2020-07-25 00:44:58,387 - mmaction - INFO - Epoch [42][2660/3757] lr: 8.774e-02, eta: 3 days, 20:24:06, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4633, loss_cls: 3.6641, loss: 3.6641, grad_norm: 2.0771 2020-07-25 00:45:09,873 - mmaction - INFO - Epoch [42][2680/3757] lr: 8.774e-02, eta: 3 days, 20:23:26, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2039, top5_acc: 0.4352, loss_cls: 3.7510, loss: 3.7510, grad_norm: 2.1118 2020-07-25 00:45:21,264 - mmaction - INFO - Epoch [42][2700/3757] lr: 8.774e-02, eta: 3 days, 20:22:44, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4523, loss_cls: 3.7111, loss: 3.7111, grad_norm: 2.0992 2020-07-25 00:45:32,675 - mmaction - INFO - Epoch [42][2720/3757] lr: 8.774e-02, eta: 3 days, 20:22:02, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2047, top5_acc: 0.4445, loss_cls: 3.7629, loss: 3.7629, grad_norm: 2.0850 2020-07-25 00:45:44,096 - mmaction - INFO - Epoch [42][2740/3757] lr: 8.774e-02, eta: 3 days, 20:21:21, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4844, loss_cls: 3.6292, loss: 3.6292, grad_norm: 2.1314 2020-07-25 00:45:55,429 - mmaction - INFO - Epoch [42][2760/3757] lr: 8.774e-02, eta: 3 days, 20:20:38, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4523, loss_cls: 3.7316, loss: 3.7316, grad_norm: 2.0980 2020-07-25 00:46:06,887 - mmaction - INFO - Epoch [42][2780/3757] lr: 8.774e-02, eta: 3 days, 20:19:58, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4273, loss_cls: 3.8079, loss: 3.8079, grad_norm: 2.0787 2020-07-25 00:46:18,359 - mmaction - INFO - Epoch [42][2800/3757] lr: 8.774e-02, eta: 3 days, 20:19:18, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2055, top5_acc: 0.4383, loss_cls: 3.7633, loss: 3.7633, grad_norm: 2.0280 2020-07-25 00:46:29,866 - mmaction - INFO - Epoch [42][2820/3757] lr: 8.774e-02, eta: 3 days, 20:18:39, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4516, loss_cls: 3.7401, loss: 3.7401, grad_norm: 2.0787 2020-07-25 00:46:41,311 - mmaction - INFO - Epoch [42][2840/3757] lr: 8.774e-02, eta: 3 days, 20:17:58, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2102, top5_acc: 0.4344, loss_cls: 3.7373, loss: 3.7373, grad_norm: 2.0661 2020-07-25 00:46:52,851 - mmaction - INFO - Epoch [42][2860/3757] lr: 8.774e-02, eta: 3 days, 20:17:20, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4500, loss_cls: 3.7372, loss: 3.7372, grad_norm: 2.1418 2020-07-25 00:47:04,292 - mmaction - INFO - Epoch [42][2880/3757] lr: 8.774e-02, eta: 3 days, 20:16:39, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4555, loss_cls: 3.7378, loss: 3.7378, grad_norm: 2.1083 2020-07-25 00:47:15,753 - mmaction - INFO - Epoch [42][2900/3757] lr: 8.774e-02, eta: 3 days, 20:15:59, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2086, top5_acc: 0.4430, loss_cls: 3.7608, loss: 3.7608, grad_norm: 2.1390 2020-07-25 00:47:27,216 - mmaction - INFO - Epoch [42][2920/3757] lr: 8.774e-02, eta: 3 days, 20:15:20, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4656, loss_cls: 3.7019, loss: 3.7019, grad_norm: 2.1581 2020-07-25 00:47:38,595 - mmaction - INFO - Epoch [42][2940/3757] lr: 8.774e-02, eta: 3 days, 20:14:38, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2086, top5_acc: 0.4602, loss_cls: 3.6870, loss: 3.6870, grad_norm: 2.1677 2020-07-25 00:47:50,020 - mmaction - INFO - Epoch [42][2960/3757] lr: 8.774e-02, eta: 3 days, 20:13:57, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2094, top5_acc: 0.4430, loss_cls: 3.7685, loss: 3.7685, grad_norm: 2.1946 2020-07-25 00:48:01,361 - mmaction - INFO - Epoch [42][2980/3757] lr: 8.774e-02, eta: 3 days, 20:13:15, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4492, loss_cls: 3.7405, loss: 3.7405, grad_norm: 2.1232 2020-07-25 00:48:12,772 - mmaction - INFO - Epoch [42][3000/3757] lr: 8.774e-02, eta: 3 days, 20:12:34, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4914, loss_cls: 3.5850, loss: 3.5850, grad_norm: 2.1148 2020-07-25 00:48:24,203 - mmaction - INFO - Epoch [42][3020/3757] lr: 8.774e-02, eta: 3 days, 20:11:54, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4633, loss_cls: 3.6949, loss: 3.6949, grad_norm: 2.1937 2020-07-25 00:48:35,589 - mmaction - INFO - Epoch [42][3040/3757] lr: 8.774e-02, eta: 3 days, 20:11:12, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4656, loss_cls: 3.6871, loss: 3.6871, grad_norm: 2.0887 2020-07-25 00:48:47,033 - mmaction - INFO - Epoch [42][3060/3757] lr: 8.774e-02, eta: 3 days, 20:10:33, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4492, loss_cls: 3.8087, loss: 3.8087, grad_norm: 2.1399 2020-07-25 00:48:58,476 - mmaction - INFO - Epoch [42][3080/3757] lr: 8.774e-02, eta: 3 days, 20:09:53, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4383, loss_cls: 3.7729, loss: 3.7729, grad_norm: 2.1316 2020-07-25 00:49:09,939 - mmaction - INFO - Epoch [42][3100/3757] lr: 8.774e-02, eta: 3 days, 20:09:13, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.1961, top5_acc: 0.4289, loss_cls: 3.8324, loss: 3.8324, grad_norm: 2.1060 2020-07-25 00:49:21,413 - mmaction - INFO - Epoch [42][3120/3757] lr: 8.774e-02, eta: 3 days, 20:08:34, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4734, loss_cls: 3.7031, loss: 3.7031, grad_norm: 2.1232 2020-07-25 00:49:32,868 - mmaction - INFO - Epoch [42][3140/3757] lr: 8.774e-02, eta: 3 days, 20:07:54, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4766, loss_cls: 3.6505, loss: 3.6505, grad_norm: 2.0835 2020-07-25 00:49:44,299 - mmaction - INFO - Epoch [42][3160/3757] lr: 8.774e-02, eta: 3 days, 20:07:15, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4648, loss_cls: 3.6352, loss: 3.6352, grad_norm: 2.1909 2020-07-25 00:49:55,733 - mmaction - INFO - Epoch [42][3180/3757] lr: 8.774e-02, eta: 3 days, 20:06:34, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4234, loss_cls: 3.7994, loss: 3.7994, grad_norm: 2.2597 2020-07-25 00:50:07,204 - mmaction - INFO - Epoch [42][3200/3757] lr: 8.774e-02, eta: 3 days, 20:05:55, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4594, loss_cls: 3.6991, loss: 3.6991, grad_norm: 2.1517 2020-07-25 00:50:18,654 - mmaction - INFO - Epoch [42][3220/3757] lr: 8.774e-02, eta: 3 days, 20:05:16, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.1953, top5_acc: 0.4289, loss_cls: 3.8329, loss: 3.8329, grad_norm: 2.0782 2020-07-25 00:50:30,078 - mmaction - INFO - Epoch [42][3240/3757] lr: 8.774e-02, eta: 3 days, 20:04:36, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4641, loss_cls: 3.7743, loss: 3.7743, grad_norm: 2.1057 2020-07-25 00:50:41,426 - mmaction - INFO - Epoch [42][3260/3757] lr: 8.774e-02, eta: 3 days, 20:03:55, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4500, loss_cls: 3.7329, loss: 3.7329, grad_norm: 2.0530 2020-07-25 00:50:52,752 - mmaction - INFO - Epoch [42][3280/3757] lr: 8.774e-02, eta: 3 days, 20:03:13, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4531, loss_cls: 3.7574, loss: 3.7574, grad_norm: 2.1555 2020-07-25 00:51:04,151 - mmaction - INFO - Epoch [42][3300/3757] lr: 8.774e-02, eta: 3 days, 20:02:32, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4531, loss_cls: 3.6892, loss: 3.6892, grad_norm: 2.0947 2020-07-25 00:51:15,616 - mmaction - INFO - Epoch [42][3320/3757] lr: 8.774e-02, eta: 3 days, 20:01:53, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4578, loss_cls: 3.6957, loss: 3.6957, grad_norm: 2.0829 2020-07-25 00:51:27,060 - mmaction - INFO - Epoch [42][3340/3757] lr: 8.774e-02, eta: 3 days, 20:01:14, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4617, loss_cls: 3.6957, loss: 3.6957, grad_norm: 2.0749 2020-07-25 00:51:38,434 - mmaction - INFO - Epoch [42][3360/3757] lr: 8.774e-02, eta: 3 days, 20:00:33, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4484, loss_cls: 3.7926, loss: 3.7926, grad_norm: 2.1629 2020-07-25 00:51:49,925 - mmaction - INFO - Epoch [42][3380/3757] lr: 8.774e-02, eta: 3 days, 19:59:55, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4406, loss_cls: 3.8433, loss: 3.8433, grad_norm: 2.1949 2020-07-25 00:52:01,405 - mmaction - INFO - Epoch [42][3400/3757] lr: 8.774e-02, eta: 3 days, 19:59:17, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2055, top5_acc: 0.4273, loss_cls: 3.8311, loss: 3.8311, grad_norm: 2.1769 2020-07-25 00:52:12,843 - mmaction - INFO - Epoch [42][3420/3757] lr: 8.774e-02, eta: 3 days, 19:58:37, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4617, loss_cls: 3.7059, loss: 3.7059, grad_norm: 2.0709 2020-07-25 00:52:24,238 - mmaction - INFO - Epoch [42][3440/3757] lr: 8.774e-02, eta: 3 days, 19:57:57, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.1992, top5_acc: 0.4305, loss_cls: 3.8248, loss: 3.8248, grad_norm: 2.1000 2020-07-25 00:52:35,647 - mmaction - INFO - Epoch [42][3460/3757] lr: 8.774e-02, eta: 3 days, 19:57:17, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2039, top5_acc: 0.4320, loss_cls: 3.7592, loss: 3.7592, grad_norm: 2.0957 2020-07-25 00:52:47,130 - mmaction - INFO - Epoch [42][3480/3757] lr: 8.774e-02, eta: 3 days, 19:56:39, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2016, top5_acc: 0.4477, loss_cls: 3.7480, loss: 3.7480, grad_norm: 2.0727 2020-07-25 00:52:58,575 - mmaction - INFO - Epoch [42][3500/3757] lr: 8.774e-02, eta: 3 days, 19:56:00, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4570, loss_cls: 3.6625, loss: 3.6625, grad_norm: 2.0796 2020-07-25 00:53:09,983 - mmaction - INFO - Epoch [42][3520/3757] lr: 8.774e-02, eta: 3 days, 19:55:20, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4727, loss_cls: 3.6528, loss: 3.6528, grad_norm: 2.1232 2020-07-25 00:53:21,523 - mmaction - INFO - Epoch [42][3540/3757] lr: 8.774e-02, eta: 3 days, 19:54:43, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2078, top5_acc: 0.4477, loss_cls: 3.7764, loss: 3.7764, grad_norm: 2.1248 2020-07-25 00:53:32,767 - mmaction - INFO - Epoch [42][3560/3757] lr: 8.774e-02, eta: 3 days, 19:54:00, time: 0.562, data_time: 0.001, memory: 5232, top1_acc: 0.2062, top5_acc: 0.4469, loss_cls: 3.7889, loss: 3.7889, grad_norm: 2.1513 2020-07-25 00:53:44,158 - mmaction - INFO - Epoch [42][3580/3757] lr: 8.774e-02, eta: 3 days, 19:53:20, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4523, loss_cls: 3.7593, loss: 3.7593, grad_norm: 2.0999 2020-07-25 00:53:55,571 - mmaction - INFO - Epoch [42][3600/3757] lr: 8.774e-02, eta: 3 days, 19:52:41, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4734, loss_cls: 3.6075, loss: 3.6075, grad_norm: 2.1628 2020-07-25 00:54:06,986 - mmaction - INFO - Epoch [42][3620/3757] lr: 8.774e-02, eta: 3 days, 19:52:02, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4711, loss_cls: 3.6372, loss: 3.6372, grad_norm: 2.1598 2020-07-25 00:54:18,297 - mmaction - INFO - Epoch [42][3640/3757] lr: 8.774e-02, eta: 3 days, 19:51:21, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4484, loss_cls: 3.7515, loss: 3.7515, grad_norm: 2.1235 2020-07-25 00:54:29,834 - mmaction - INFO - Epoch [42][3660/3757] lr: 8.774e-02, eta: 3 days, 19:50:44, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4680, loss_cls: 3.6743, loss: 3.6743, grad_norm: 2.1105 2020-07-25 00:54:41,196 - mmaction - INFO - Epoch [42][3680/3757] lr: 8.774e-02, eta: 3 days, 19:50:03, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4570, loss_cls: 3.6860, loss: 3.6860, grad_norm: 2.1532 2020-07-25 00:54:52,767 - mmaction - INFO - Epoch [42][3700/3757] lr: 8.774e-02, eta: 3 days, 19:49:27, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2102, top5_acc: 0.4344, loss_cls: 3.7359, loss: 3.7359, grad_norm: 2.1561 2020-07-25 00:55:04,290 - mmaction - INFO - Epoch [42][3720/3757] lr: 8.774e-02, eta: 3 days, 19:48:50, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2008, top5_acc: 0.4570, loss_cls: 3.7992, loss: 3.7992, grad_norm: 2.1623 2020-07-25 00:55:15,682 - mmaction - INFO - Epoch [42][3740/3757] lr: 8.774e-02, eta: 3 days, 19:48:11, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4391, loss_cls: 3.7481, loss: 3.7481, grad_norm: 2.1152 2020-07-25 00:58:20,220 - mmaction - INFO - Epoch [43][20/3757] lr: 8.716e-02, eta: 3 days, 20:35:19, time: 8.418, data_time: 7.726, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4555, loss_cls: 3.7067, loss: 3.7067, grad_norm: 2.0644 2020-07-25 00:58:31,536 - mmaction - INFO - Epoch [43][40/3757] lr: 8.716e-02, eta: 3 days, 20:34:36, time: 0.566, data_time: 0.001, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4539, loss_cls: 3.7625, loss: 3.7625, grad_norm: 2.0476 2020-07-25 00:58:42,824 - mmaction - INFO - Epoch [43][60/3757] lr: 8.716e-02, eta: 3 days, 20:33:52, time: 0.564, data_time: 0.002, memory: 5232, top1_acc: 0.2102, top5_acc: 0.4609, loss_cls: 3.7703, loss: 3.7703, grad_norm: 2.1106 2020-07-25 00:58:54,190 - mmaction - INFO - Epoch [43][80/3757] lr: 8.716e-02, eta: 3 days, 20:33:10, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4969, loss_cls: 3.6125, loss: 3.6125, grad_norm: 2.1322 2020-07-25 00:59:05,403 - mmaction - INFO - Epoch [43][100/3757] lr: 8.716e-02, eta: 3 days, 20:32:25, time: 0.561, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4500, loss_cls: 3.7202, loss: 3.7202, grad_norm: 2.1410 2020-07-25 00:59:16,737 - mmaction - INFO - Epoch [43][120/3757] lr: 8.716e-02, eta: 3 days, 20:31:42, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4469, loss_cls: 3.7414, loss: 3.7414, grad_norm: 2.1063 2020-07-25 00:59:28,136 - mmaction - INFO - Epoch [43][140/3757] lr: 8.716e-02, eta: 3 days, 20:31:01, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4742, loss_cls: 3.6591, loss: 3.6591, grad_norm: 2.0307 2020-07-25 00:59:39,500 - mmaction - INFO - Epoch [43][160/3757] lr: 8.716e-02, eta: 3 days, 20:30:19, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4344, loss_cls: 3.7364, loss: 3.7364, grad_norm: 2.0773 2020-07-25 00:59:50,918 - mmaction - INFO - Epoch [43][180/3757] lr: 8.716e-02, eta: 3 days, 20:29:38, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4602, loss_cls: 3.6512, loss: 3.6512, grad_norm: 2.0391 2020-07-25 01:00:05,785 - mmaction - INFO - Epoch [43][200/3757] lr: 8.716e-02, eta: 3 days, 20:29:40, time: 0.681, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4594, loss_cls: 3.6706, loss: 3.6706, grad_norm: 2.0588 2020-07-25 01:00:20,381 - mmaction - INFO - Epoch [43][220/3757] lr: 8.716e-02, eta: 3 days, 20:30:26, time: 0.792, data_time: 0.070, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4656, loss_cls: 3.6653, loss: 3.6653, grad_norm: 2.1167 2020-07-25 01:00:31,828 - mmaction - INFO - Epoch [43][240/3757] lr: 8.716e-02, eta: 3 days, 20:29:45, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4820, loss_cls: 3.5900, loss: 3.5900, grad_norm: 2.1058 2020-07-25 01:00:43,302 - mmaction - INFO - Epoch [43][260/3757] lr: 8.716e-02, eta: 3 days, 20:29:06, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4727, loss_cls: 3.6740, loss: 3.6740, grad_norm: 2.1315 2020-07-25 01:00:54,648 - mmaction - INFO - Epoch [43][280/3757] lr: 8.716e-02, eta: 3 days, 20:28:24, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4414, loss_cls: 3.7550, loss: 3.7550, grad_norm: 2.0755 2020-07-25 01:01:05,966 - mmaction - INFO - Epoch [43][300/3757] lr: 8.716e-02, eta: 3 days, 20:27:41, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4750, loss_cls: 3.6538, loss: 3.6538, grad_norm: 2.0770 2020-07-25 01:01:17,380 - mmaction - INFO - Epoch [43][320/3757] lr: 8.716e-02, eta: 3 days, 20:27:00, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4672, loss_cls: 3.6614, loss: 3.6614, grad_norm: 2.1487 2020-07-25 01:01:28,712 - mmaction - INFO - Epoch [43][340/3757] lr: 8.716e-02, eta: 3 days, 20:26:18, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4594, loss_cls: 3.7016, loss: 3.7016, grad_norm: 2.0964 2020-07-25 01:01:40,141 - mmaction - INFO - Epoch [43][360/3757] lr: 8.716e-02, eta: 3 days, 20:25:37, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4461, loss_cls: 3.7331, loss: 3.7331, grad_norm: 2.1199 2020-07-25 01:01:51,622 - mmaction - INFO - Epoch [43][380/3757] lr: 8.716e-02, eta: 3 days, 20:24:58, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4602, loss_cls: 3.6489, loss: 3.6489, grad_norm: 2.0647 2020-07-25 01:02:03,074 - mmaction - INFO - Epoch [43][400/3757] lr: 8.716e-02, eta: 3 days, 20:24:18, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4414, loss_cls: 3.7267, loss: 3.7267, grad_norm: 2.0957 2020-07-25 01:02:14,496 - mmaction - INFO - Epoch [43][420/3757] lr: 8.716e-02, eta: 3 days, 20:23:38, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4305, loss_cls: 3.7585, loss: 3.7585, grad_norm: 2.1873 2020-07-25 01:02:25,828 - mmaction - INFO - Epoch [43][440/3757] lr: 8.716e-02, eta: 3 days, 20:22:56, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4594, loss_cls: 3.6374, loss: 3.6374, grad_norm: 2.1535 2020-07-25 01:02:37,249 - mmaction - INFO - Epoch [43][460/3757] lr: 8.716e-02, eta: 3 days, 20:22:16, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4602, loss_cls: 3.7287, loss: 3.7287, grad_norm: 2.1316 2020-07-25 01:02:48,710 - mmaction - INFO - Epoch [43][480/3757] lr: 8.716e-02, eta: 3 days, 20:21:36, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.1953, top5_acc: 0.4328, loss_cls: 3.7932, loss: 3.7932, grad_norm: 2.1682 2020-07-25 01:03:00,115 - mmaction - INFO - Epoch [43][500/3757] lr: 8.716e-02, eta: 3 days, 20:20:56, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4484, loss_cls: 3.7070, loss: 3.7070, grad_norm: 2.0620 2020-07-25 01:03:11,496 - mmaction - INFO - Epoch [43][520/3757] lr: 8.716e-02, eta: 3 days, 20:20:15, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4664, loss_cls: 3.6335, loss: 3.6335, grad_norm: 2.0831 2020-07-25 01:03:22,956 - mmaction - INFO - Epoch [43][540/3757] lr: 8.716e-02, eta: 3 days, 20:19:35, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4711, loss_cls: 3.6526, loss: 3.6526, grad_norm: 2.1686 2020-07-25 01:03:34,312 - mmaction - INFO - Epoch [43][560/3757] lr: 8.716e-02, eta: 3 days, 20:18:54, time: 0.568, data_time: 0.001, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4258, loss_cls: 3.7976, loss: 3.7976, grad_norm: 2.1133 2020-07-25 01:03:45,750 - mmaction - INFO - Epoch [43][580/3757] lr: 8.716e-02, eta: 3 days, 20:18:14, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4695, loss_cls: 3.6444, loss: 3.6444, grad_norm: 2.0856 2020-07-25 01:03:57,089 - mmaction - INFO - Epoch [43][600/3757] lr: 8.716e-02, eta: 3 days, 20:17:32, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4641, loss_cls: 3.6836, loss: 3.6836, grad_norm: 2.1493 2020-07-25 01:04:08,430 - mmaction - INFO - Epoch [43][620/3757] lr: 8.716e-02, eta: 3 days, 20:16:51, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2070, top5_acc: 0.4492, loss_cls: 3.7214, loss: 3.7214, grad_norm: 2.1213 2020-07-25 01:04:19,981 - mmaction - INFO - Epoch [43][640/3757] lr: 8.716e-02, eta: 3 days, 20:16:13, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4617, loss_cls: 3.7033, loss: 3.7033, grad_norm: 2.0865 2020-07-25 01:04:31,273 - mmaction - INFO - Epoch [43][660/3757] lr: 8.716e-02, eta: 3 days, 20:15:31, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4625, loss_cls: 3.6708, loss: 3.6708, grad_norm: 2.1340 2020-07-25 01:04:42,747 - mmaction - INFO - Epoch [43][680/3757] lr: 8.716e-02, eta: 3 days, 20:14:52, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2016, top5_acc: 0.4391, loss_cls: 3.8291, loss: 3.8291, grad_norm: 2.1981 2020-07-25 01:04:54,163 - mmaction - INFO - Epoch [43][700/3757] lr: 8.716e-02, eta: 3 days, 20:14:13, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4750, loss_cls: 3.5907, loss: 3.5907, grad_norm: 2.0587 2020-07-25 01:05:05,468 - mmaction - INFO - Epoch [43][720/3757] lr: 8.716e-02, eta: 3 days, 20:13:31, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4359, loss_cls: 3.7815, loss: 3.7815, grad_norm: 2.1219 2020-07-25 01:05:16,907 - mmaction - INFO - Epoch [43][740/3757] lr: 8.716e-02, eta: 3 days, 20:12:51, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4656, loss_cls: 3.6816, loss: 3.6816, grad_norm: 2.0766 2020-07-25 01:05:28,227 - mmaction - INFO - Epoch [43][760/3757] lr: 8.716e-02, eta: 3 days, 20:12:09, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4469, loss_cls: 3.7531, loss: 3.7531, grad_norm: 2.1168 2020-07-25 01:05:39,560 - mmaction - INFO - Epoch [43][780/3757] lr: 8.716e-02, eta: 3 days, 20:11:28, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4383, loss_cls: 3.7967, loss: 3.7967, grad_norm: 2.1508 2020-07-25 01:05:51,032 - mmaction - INFO - Epoch [43][800/3757] lr: 8.716e-02, eta: 3 days, 20:10:50, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4719, loss_cls: 3.6995, loss: 3.6995, grad_norm: 2.1060 2020-07-25 01:06:02,515 - mmaction - INFO - Epoch [43][820/3757] lr: 8.716e-02, eta: 3 days, 20:10:11, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4742, loss_cls: 3.6716, loss: 3.6716, grad_norm: 2.1512 2020-07-25 01:06:14,037 - mmaction - INFO - Epoch [43][840/3757] lr: 8.716e-02, eta: 3 days, 20:09:34, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4914, loss_cls: 3.5724, loss: 3.5724, grad_norm: 2.1627 2020-07-25 01:06:25,407 - mmaction - INFO - Epoch [43][860/3757] lr: 8.716e-02, eta: 3 days, 20:08:53, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2031, top5_acc: 0.4508, loss_cls: 3.7822, loss: 3.7822, grad_norm: 2.1492 2020-07-25 01:06:36,764 - mmaction - INFO - Epoch [43][880/3757] lr: 8.716e-02, eta: 3 days, 20:08:13, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.2086, top5_acc: 0.4414, loss_cls: 3.7559, loss: 3.7559, grad_norm: 2.1610 2020-07-25 01:06:48,275 - mmaction - INFO - Epoch [43][900/3757] lr: 8.716e-02, eta: 3 days, 20:07:35, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4445, loss_cls: 3.6922, loss: 3.6922, grad_norm: 2.1208 2020-07-25 01:06:59,708 - mmaction - INFO - Epoch [43][920/3757] lr: 8.716e-02, eta: 3 days, 20:06:56, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2078, top5_acc: 0.4633, loss_cls: 3.6853, loss: 3.6853, grad_norm: 2.1405 2020-07-25 01:07:11,207 - mmaction - INFO - Epoch [43][940/3757] lr: 8.716e-02, eta: 3 days, 20:06:18, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2000, top5_acc: 0.4398, loss_cls: 3.8340, loss: 3.8340, grad_norm: 2.1564 2020-07-25 01:07:22,699 - mmaction - INFO - Epoch [43][960/3757] lr: 8.716e-02, eta: 3 days, 20:05:40, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4453, loss_cls: 3.7376, loss: 3.7376, grad_norm: 2.0735 2020-07-25 01:07:34,058 - mmaction - INFO - Epoch [43][980/3757] lr: 8.716e-02, eta: 3 days, 20:05:00, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.2086, top5_acc: 0.4484, loss_cls: 3.6970, loss: 3.6970, grad_norm: 2.0615 2020-07-25 01:07:45,559 - mmaction - INFO - Epoch [43][1000/3757] lr: 8.716e-02, eta: 3 days, 20:04:22, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4445, loss_cls: 3.7606, loss: 3.7606, grad_norm: 2.1167 2020-07-25 01:07:56,921 - mmaction - INFO - Epoch [43][1020/3757] lr: 8.716e-02, eta: 3 days, 20:03:42, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4711, loss_cls: 3.6556, loss: 3.6556, grad_norm: 2.0829 2020-07-25 01:08:08,261 - mmaction - INFO - Epoch [43][1040/3757] lr: 8.716e-02, eta: 3 days, 20:03:01, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4680, loss_cls: 3.6608, loss: 3.6608, grad_norm: 2.0820 2020-07-25 01:08:19,697 - mmaction - INFO - Epoch [43][1060/3757] lr: 8.716e-02, eta: 3 days, 20:02:22, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4445, loss_cls: 3.7257, loss: 3.7257, grad_norm: 2.1700 2020-07-25 01:08:31,075 - mmaction - INFO - Epoch [43][1080/3757] lr: 8.716e-02, eta: 3 days, 20:01:43, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4547, loss_cls: 3.7429, loss: 3.7429, grad_norm: 2.1219 2020-07-25 01:08:42,566 - mmaction - INFO - Epoch [43][1100/3757] lr: 8.716e-02, eta: 3 days, 20:01:05, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2055, top5_acc: 0.4492, loss_cls: 3.7594, loss: 3.7594, grad_norm: 2.0841 2020-07-25 01:08:54,005 - mmaction - INFO - Epoch [43][1120/3757] lr: 8.716e-02, eta: 3 days, 20:00:26, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4523, loss_cls: 3.7287, loss: 3.7287, grad_norm: 2.1686 2020-07-25 01:09:05,421 - mmaction - INFO - Epoch [43][1140/3757] lr: 8.716e-02, eta: 3 days, 19:59:47, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.1992, top5_acc: 0.4383, loss_cls: 3.8085, loss: 3.8085, grad_norm: 2.1257 2020-07-25 01:09:16,875 - mmaction - INFO - Epoch [43][1160/3757] lr: 8.716e-02, eta: 3 days, 19:59:09, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2062, top5_acc: 0.4539, loss_cls: 3.7555, loss: 3.7555, grad_norm: 2.1285 2020-07-25 01:09:28,411 - mmaction - INFO - Epoch [43][1180/3757] lr: 8.716e-02, eta: 3 days, 19:58:32, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2055, top5_acc: 0.4461, loss_cls: 3.8254, loss: 3.8254, grad_norm: 2.1891 2020-07-25 01:09:39,924 - mmaction - INFO - Epoch [43][1200/3757] lr: 8.716e-02, eta: 3 days, 19:57:55, time: 0.576, data_time: 0.001, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4492, loss_cls: 3.6372, loss: 3.6372, grad_norm: 2.0414 2020-07-25 01:09:51,329 - mmaction - INFO - Epoch [43][1220/3757] lr: 8.716e-02, eta: 3 days, 19:57:16, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4609, loss_cls: 3.6577, loss: 3.6577, grad_norm: 2.1343 2020-07-25 01:10:02,795 - mmaction - INFO - Epoch [43][1240/3757] lr: 8.716e-02, eta: 3 days, 19:56:38, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2078, top5_acc: 0.4578, loss_cls: 3.7309, loss: 3.7309, grad_norm: 2.1133 2020-07-25 01:10:14,182 - mmaction - INFO - Epoch [43][1260/3757] lr: 8.716e-02, eta: 3 days, 19:55:59, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4680, loss_cls: 3.6963, loss: 3.6963, grad_norm: 2.0888 2020-07-25 01:10:25,568 - mmaction - INFO - Epoch [43][1280/3757] lr: 8.716e-02, eta: 3 days, 19:55:20, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2062, top5_acc: 0.4383, loss_cls: 3.8005, loss: 3.8005, grad_norm: 2.1362 2020-07-25 01:10:37,043 - mmaction - INFO - Epoch [43][1300/3757] lr: 8.716e-02, eta: 3 days, 19:54:42, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4477, loss_cls: 3.7537, loss: 3.7537, grad_norm: 2.0503 2020-07-25 01:10:48,455 - mmaction - INFO - Epoch [43][1320/3757] lr: 8.716e-02, eta: 3 days, 19:54:04, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4648, loss_cls: 3.6428, loss: 3.6428, grad_norm: 2.1332 2020-07-25 01:10:59,780 - mmaction - INFO - Epoch [43][1340/3757] lr: 8.716e-02, eta: 3 days, 19:53:23, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4375, loss_cls: 3.7789, loss: 3.7789, grad_norm: 2.1085 2020-07-25 01:11:11,229 - mmaction - INFO - Epoch [43][1360/3757] lr: 8.716e-02, eta: 3 days, 19:52:45, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4641, loss_cls: 3.6979, loss: 3.6979, grad_norm: 2.1055 2020-07-25 01:11:22,703 - mmaction - INFO - Epoch [43][1380/3757] lr: 8.716e-02, eta: 3 days, 19:52:08, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4492, loss_cls: 3.6701, loss: 3.6701, grad_norm: 2.1207 2020-07-25 01:11:34,158 - mmaction - INFO - Epoch [43][1400/3757] lr: 8.716e-02, eta: 3 days, 19:51:30, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4570, loss_cls: 3.7617, loss: 3.7617, grad_norm: 2.1721 2020-07-25 01:11:45,617 - mmaction - INFO - Epoch [43][1420/3757] lr: 8.716e-02, eta: 3 days, 19:50:52, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4336, loss_cls: 3.7921, loss: 3.7921, grad_norm: 2.0598 2020-07-25 01:11:57,010 - mmaction - INFO - Epoch [43][1440/3757] lr: 8.716e-02, eta: 3 days, 19:50:14, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4609, loss_cls: 3.6847, loss: 3.6847, grad_norm: 2.0173 2020-07-25 01:12:08,414 - mmaction - INFO - Epoch [43][1460/3757] lr: 8.716e-02, eta: 3 days, 19:49:35, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2055, top5_acc: 0.4289, loss_cls: 3.8280, loss: 3.8280, grad_norm: 2.0945 2020-07-25 01:12:19,847 - mmaction - INFO - Epoch [43][1480/3757] lr: 8.716e-02, eta: 3 days, 19:48:57, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2102, top5_acc: 0.4625, loss_cls: 3.7027, loss: 3.7027, grad_norm: 2.0236 2020-07-25 01:12:31,203 - mmaction - INFO - Epoch [43][1500/3757] lr: 8.716e-02, eta: 3 days, 19:48:17, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4664, loss_cls: 3.7292, loss: 3.7292, grad_norm: 2.0519 2020-07-25 01:12:42,649 - mmaction - INFO - Epoch [43][1520/3757] lr: 8.716e-02, eta: 3 days, 19:47:40, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2070, top5_acc: 0.4656, loss_cls: 3.6875, loss: 3.6875, grad_norm: 2.1392 2020-07-25 01:12:54,177 - mmaction - INFO - Epoch [43][1540/3757] lr: 8.716e-02, eta: 3 days, 19:47:04, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4609, loss_cls: 3.7094, loss: 3.7094, grad_norm: 2.1011 2020-07-25 01:13:05,629 - mmaction - INFO - Epoch [43][1560/3757] lr: 8.716e-02, eta: 3 days, 19:46:26, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4422, loss_cls: 3.7409, loss: 3.7409, grad_norm: 2.1165 2020-07-25 01:13:17,098 - mmaction - INFO - Epoch [43][1580/3757] lr: 8.716e-02, eta: 3 days, 19:45:49, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4391, loss_cls: 3.7647, loss: 3.7647, grad_norm: 2.1639 2020-07-25 01:13:28,533 - mmaction - INFO - Epoch [43][1600/3757] lr: 8.716e-02, eta: 3 days, 19:45:11, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4867, loss_cls: 3.6589, loss: 3.6589, grad_norm: 2.1341 2020-07-25 01:13:40,014 - mmaction - INFO - Epoch [43][1620/3757] lr: 8.716e-02, eta: 3 days, 19:44:34, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2055, top5_acc: 0.4508, loss_cls: 3.7303, loss: 3.7303, grad_norm: 2.1129 2020-07-25 01:13:51,415 - mmaction - INFO - Epoch [43][1640/3757] lr: 8.716e-02, eta: 3 days, 19:43:56, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4320, loss_cls: 3.7408, loss: 3.7408, grad_norm: 2.1213 2020-07-25 01:14:02,764 - mmaction - INFO - Epoch [43][1660/3757] lr: 8.716e-02, eta: 3 days, 19:43:17, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4641, loss_cls: 3.6502, loss: 3.6502, grad_norm: 2.0976 2020-07-25 01:14:14,166 - mmaction - INFO - Epoch [43][1680/3757] lr: 8.716e-02, eta: 3 days, 19:42:39, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4609, loss_cls: 3.6904, loss: 3.6904, grad_norm: 2.1113 2020-07-25 01:14:25,685 - mmaction - INFO - Epoch [43][1700/3757] lr: 8.716e-02, eta: 3 days, 19:42:03, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4781, loss_cls: 3.6316, loss: 3.6316, grad_norm: 2.0878 2020-07-25 01:14:37,054 - mmaction - INFO - Epoch [43][1720/3757] lr: 8.716e-02, eta: 3 days, 19:41:24, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2094, top5_acc: 0.4547, loss_cls: 3.7535, loss: 3.7535, grad_norm: 2.1236 2020-07-25 01:14:48,446 - mmaction - INFO - Epoch [43][1740/3757] lr: 8.716e-02, eta: 3 days, 19:40:46, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4516, loss_cls: 3.7553, loss: 3.7553, grad_norm: 2.1447 2020-07-25 01:14:59,791 - mmaction - INFO - Epoch [43][1760/3757] lr: 8.716e-02, eta: 3 days, 19:40:07, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4594, loss_cls: 3.6814, loss: 3.6814, grad_norm: 2.0721 2020-07-25 01:15:11,134 - mmaction - INFO - Epoch [43][1780/3757] lr: 8.716e-02, eta: 3 days, 19:39:28, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4500, loss_cls: 3.7533, loss: 3.7533, grad_norm: 2.1365 2020-07-25 01:15:22,554 - mmaction - INFO - Epoch [43][1800/3757] lr: 8.716e-02, eta: 3 days, 19:38:50, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4766, loss_cls: 3.6538, loss: 3.6538, grad_norm: 2.0989 2020-07-25 01:15:33,910 - mmaction - INFO - Epoch [43][1820/3757] lr: 8.716e-02, eta: 3 days, 19:38:11, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4500, loss_cls: 3.6906, loss: 3.6906, grad_norm: 2.1319 2020-07-25 01:15:45,378 - mmaction - INFO - Epoch [43][1840/3757] lr: 8.716e-02, eta: 3 days, 19:37:34, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2039, top5_acc: 0.4430, loss_cls: 3.7572, loss: 3.7572, grad_norm: 2.1660 2020-07-25 01:15:56,796 - mmaction - INFO - Epoch [43][1860/3757] lr: 8.716e-02, eta: 3 days, 19:36:57, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4398, loss_cls: 3.7554, loss: 3.7554, grad_norm: 2.1086 2020-07-25 01:16:08,192 - mmaction - INFO - Epoch [43][1880/3757] lr: 8.716e-02, eta: 3 days, 19:36:19, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4703, loss_cls: 3.6124, loss: 3.6124, grad_norm: 2.0801 2020-07-25 01:16:19,611 - mmaction - INFO - Epoch [43][1900/3757] lr: 8.716e-02, eta: 3 days, 19:35:42, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4445, loss_cls: 3.7628, loss: 3.7628, grad_norm: 2.0939 2020-07-25 01:16:30,986 - mmaction - INFO - Epoch [43][1920/3757] lr: 8.716e-02, eta: 3 days, 19:35:03, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4578, loss_cls: 3.6763, loss: 3.6763, grad_norm: 2.0872 2020-07-25 01:16:42,407 - mmaction - INFO - Epoch [43][1940/3757] lr: 8.716e-02, eta: 3 days, 19:34:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4797, loss_cls: 3.5904, loss: 3.5904, grad_norm: 2.1367 2020-07-25 01:16:53,898 - mmaction - INFO - Epoch [43][1960/3757] lr: 8.716e-02, eta: 3 days, 19:33:50, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4625, loss_cls: 3.7264, loss: 3.7264, grad_norm: 2.1204 2020-07-25 01:17:05,192 - mmaction - INFO - Epoch [43][1980/3757] lr: 8.716e-02, eta: 3 days, 19:33:10, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4859, loss_cls: 3.6516, loss: 3.6516, grad_norm: 2.0963 2020-07-25 01:17:16,607 - mmaction - INFO - Epoch [43][2000/3757] lr: 8.716e-02, eta: 3 days, 19:32:33, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2102, top5_acc: 0.4367, loss_cls: 3.7928, loss: 3.7928, grad_norm: 2.1152 2020-07-25 01:17:27,974 - mmaction - INFO - Epoch [43][2020/3757] lr: 8.716e-02, eta: 3 days, 19:31:55, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4688, loss_cls: 3.6790, loss: 3.6790, grad_norm: 2.0757 2020-07-25 01:17:39,338 - mmaction - INFO - Epoch [43][2040/3757] lr: 8.716e-02, eta: 3 days, 19:31:16, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4273, loss_cls: 3.7997, loss: 3.7997, grad_norm: 2.0640 2020-07-25 01:17:50,788 - mmaction - INFO - Epoch [43][2060/3757] lr: 8.716e-02, eta: 3 days, 19:30:39, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4711, loss_cls: 3.6602, loss: 3.6602, grad_norm: 2.0824 2020-07-25 01:18:02,238 - mmaction - INFO - Epoch [43][2080/3757] lr: 8.716e-02, eta: 3 days, 19:30:03, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4516, loss_cls: 3.7531, loss: 3.7531, grad_norm: 2.1590 2020-07-25 01:18:13,724 - mmaction - INFO - Epoch [43][2100/3757] lr: 8.716e-02, eta: 3 days, 19:29:27, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4539, loss_cls: 3.7289, loss: 3.7289, grad_norm: 2.1084 2020-07-25 01:18:25,120 - mmaction - INFO - Epoch [43][2120/3757] lr: 8.716e-02, eta: 3 days, 19:28:50, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4500, loss_cls: 3.6789, loss: 3.6789, grad_norm: 2.1682 2020-07-25 01:18:36,527 - mmaction - INFO - Epoch [43][2140/3757] lr: 8.716e-02, eta: 3 days, 19:28:13, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4383, loss_cls: 3.7302, loss: 3.7302, grad_norm: 2.1422 2020-07-25 01:18:47,970 - mmaction - INFO - Epoch [43][2160/3757] lr: 8.716e-02, eta: 3 days, 19:27:36, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4664, loss_cls: 3.6260, loss: 3.6260, grad_norm: 2.1693 2020-07-25 01:18:59,376 - mmaction - INFO - Epoch [43][2180/3757] lr: 8.716e-02, eta: 3 days, 19:26:59, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4281, loss_cls: 3.7758, loss: 3.7758, grad_norm: 2.1187 2020-07-25 01:19:10,791 - mmaction - INFO - Epoch [43][2200/3757] lr: 8.716e-02, eta: 3 days, 19:26:22, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4813, loss_cls: 3.6588, loss: 3.6588, grad_norm: 2.0823 2020-07-25 01:19:22,281 - mmaction - INFO - Epoch [43][2220/3757] lr: 8.716e-02, eta: 3 days, 19:25:46, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4570, loss_cls: 3.6725, loss: 3.6725, grad_norm: 2.1257 2020-07-25 01:19:33,704 - mmaction - INFO - Epoch [43][2240/3757] lr: 8.716e-02, eta: 3 days, 19:25:09, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4859, loss_cls: 3.6733, loss: 3.6733, grad_norm: 2.1606 2020-07-25 01:19:45,192 - mmaction - INFO - Epoch [43][2260/3757] lr: 8.716e-02, eta: 3 days, 19:24:34, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4437, loss_cls: 3.8147, loss: 3.8147, grad_norm: 2.1147 2020-07-25 01:19:56,645 - mmaction - INFO - Epoch [43][2280/3757] lr: 8.716e-02, eta: 3 days, 19:23:58, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.1977, top5_acc: 0.4484, loss_cls: 3.7873, loss: 3.7873, grad_norm: 2.1241 2020-07-25 01:20:07,993 - mmaction - INFO - Epoch [43][2300/3757] lr: 8.716e-02, eta: 3 days, 19:23:20, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4609, loss_cls: 3.7385, loss: 3.7385, grad_norm: 2.0737 2020-07-25 01:20:19,392 - mmaction - INFO - Epoch [43][2320/3757] lr: 8.716e-02, eta: 3 days, 19:22:42, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4570, loss_cls: 3.6575, loss: 3.6575, grad_norm: 2.1059 2020-07-25 01:20:30,750 - mmaction - INFO - Epoch [43][2340/3757] lr: 8.716e-02, eta: 3 days, 19:22:05, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4648, loss_cls: 3.6442, loss: 3.6442, grad_norm: 2.1340 2020-07-25 01:20:42,270 - mmaction - INFO - Epoch [43][2360/3757] lr: 8.716e-02, eta: 3 days, 19:21:30, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4437, loss_cls: 3.7661, loss: 3.7661, grad_norm: 2.1162 2020-07-25 01:20:53,681 - mmaction - INFO - Epoch [43][2380/3757] lr: 8.716e-02, eta: 3 days, 19:20:53, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4656, loss_cls: 3.6694, loss: 3.6694, grad_norm: 2.1057 2020-07-25 01:21:05,082 - mmaction - INFO - Epoch [43][2400/3757] lr: 8.716e-02, eta: 3 days, 19:20:16, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2070, top5_acc: 0.4336, loss_cls: 3.8066, loss: 3.8066, grad_norm: 2.1768 2020-07-25 01:21:16,621 - mmaction - INFO - Epoch [43][2420/3757] lr: 8.716e-02, eta: 3 days, 19:19:42, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4398, loss_cls: 3.7359, loss: 3.7359, grad_norm: 2.1093 2020-07-25 01:21:27,959 - mmaction - INFO - Epoch [43][2440/3757] lr: 8.716e-02, eta: 3 days, 19:19:04, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2062, top5_acc: 0.4578, loss_cls: 3.7260, loss: 3.7260, grad_norm: 2.0499 2020-07-25 01:21:39,424 - mmaction - INFO - Epoch [43][2460/3757] lr: 8.716e-02, eta: 3 days, 19:18:28, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4656, loss_cls: 3.7367, loss: 3.7367, grad_norm: 2.1063 2020-07-25 01:21:50,859 - mmaction - INFO - Epoch [43][2480/3757] lr: 8.716e-02, eta: 3 days, 19:17:52, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4539, loss_cls: 3.7193, loss: 3.7193, grad_norm: 2.0682 2020-07-25 01:22:02,260 - mmaction - INFO - Epoch [43][2500/3757] lr: 8.716e-02, eta: 3 days, 19:17:15, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4492, loss_cls: 3.7047, loss: 3.7047, grad_norm: 2.1058 2020-07-25 01:22:13,695 - mmaction - INFO - Epoch [43][2520/3757] lr: 8.716e-02, eta: 3 days, 19:16:39, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4555, loss_cls: 3.7379, loss: 3.7379, grad_norm: 2.1275 2020-07-25 01:22:25,124 - mmaction - INFO - Epoch [43][2540/3757] lr: 8.716e-02, eta: 3 days, 19:16:03, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4461, loss_cls: 3.7812, loss: 3.7812, grad_norm: 2.1285 2020-07-25 01:22:36,559 - mmaction - INFO - Epoch [43][2560/3757] lr: 8.716e-02, eta: 3 days, 19:15:27, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4539, loss_cls: 3.6974, loss: 3.6974, grad_norm: 2.1008 2020-07-25 01:22:48,054 - mmaction - INFO - Epoch [43][2580/3757] lr: 8.716e-02, eta: 3 days, 19:14:52, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.1969, top5_acc: 0.4445, loss_cls: 3.7880, loss: 3.7880, grad_norm: 2.1613 2020-07-25 01:22:59,515 - mmaction - INFO - Epoch [43][2600/3757] lr: 8.716e-02, eta: 3 days, 19:14:17, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4414, loss_cls: 3.7592, loss: 3.7592, grad_norm: 2.0262 2020-07-25 01:23:10,824 - mmaction - INFO - Epoch [43][2620/3757] lr: 8.716e-02, eta: 3 days, 19:13:39, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4805, loss_cls: 3.6271, loss: 3.6271, grad_norm: 2.0975 2020-07-25 01:23:22,306 - mmaction - INFO - Epoch [43][2640/3757] lr: 8.716e-02, eta: 3 days, 19:13:04, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4344, loss_cls: 3.7488, loss: 3.7488, grad_norm: 2.1766 2020-07-25 01:23:33,791 - mmaction - INFO - Epoch [43][2660/3757] lr: 8.716e-02, eta: 3 days, 19:12:29, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4766, loss_cls: 3.6674, loss: 3.6674, grad_norm: 2.1234 2020-07-25 01:23:45,229 - mmaction - INFO - Epoch [43][2680/3757] lr: 8.716e-02, eta: 3 days, 19:11:53, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2000, top5_acc: 0.4281, loss_cls: 3.8223, loss: 3.8223, grad_norm: 2.1636 2020-07-25 01:23:56,842 - mmaction - INFO - Epoch [43][2700/3757] lr: 8.716e-02, eta: 3 days, 19:11:20, time: 0.581, data_time: 0.004, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4766, loss_cls: 3.5713, loss: 3.5713, grad_norm: 2.0243 2020-07-25 01:24:08,242 - mmaction - INFO - Epoch [43][2720/3757] lr: 8.716e-02, eta: 3 days, 19:10:44, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4562, loss_cls: 3.6724, loss: 3.6724, grad_norm: 2.1566 2020-07-25 01:24:19,676 - mmaction - INFO - Epoch [43][2740/3757] lr: 8.716e-02, eta: 3 days, 19:10:08, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2016, top5_acc: 0.4266, loss_cls: 3.8235, loss: 3.8235, grad_norm: 2.1444 2020-07-25 01:24:31,110 - mmaction - INFO - Epoch [43][2760/3757] lr: 8.716e-02, eta: 3 days, 19:09:32, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2016, top5_acc: 0.4430, loss_cls: 3.7488, loss: 3.7488, grad_norm: 2.1277 2020-07-25 01:24:42,521 - mmaction - INFO - Epoch [43][2780/3757] lr: 8.716e-02, eta: 3 days, 19:08:56, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4719, loss_cls: 3.6036, loss: 3.6036, grad_norm: 2.0565 2020-07-25 01:24:53,958 - mmaction - INFO - Epoch [43][2800/3757] lr: 8.716e-02, eta: 3 days, 19:08:21, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2078, top5_acc: 0.4469, loss_cls: 3.8404, loss: 3.8404, grad_norm: 2.1613 2020-07-25 01:25:05,474 - mmaction - INFO - Epoch [43][2820/3757] lr: 8.716e-02, eta: 3 days, 19:07:47, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.2086, top5_acc: 0.4523, loss_cls: 3.7515, loss: 3.7515, grad_norm: 2.0906 2020-07-25 01:25:16,922 - mmaction - INFO - Epoch [43][2840/3757] lr: 8.716e-02, eta: 3 days, 19:07:11, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4984, loss_cls: 3.6043, loss: 3.6043, grad_norm: 2.1019 2020-07-25 01:25:28,422 - mmaction - INFO - Epoch [43][2860/3757] lr: 8.716e-02, eta: 3 days, 19:06:37, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4734, loss_cls: 3.6675, loss: 3.6675, grad_norm: 2.0776 2020-07-25 01:25:39,827 - mmaction - INFO - Epoch [43][2880/3757] lr: 8.716e-02, eta: 3 days, 19:06:01, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.1992, top5_acc: 0.4469, loss_cls: 3.7404, loss: 3.7404, grad_norm: 2.1251 2020-07-25 01:25:51,306 - mmaction - INFO - Epoch [43][2900/3757] lr: 8.716e-02, eta: 3 days, 19:05:26, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4500, loss_cls: 3.7512, loss: 3.7512, grad_norm: 2.1088 2020-07-25 01:26:02,867 - mmaction - INFO - Epoch [43][2920/3757] lr: 8.716e-02, eta: 3 days, 19:04:53, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4570, loss_cls: 3.7272, loss: 3.7272, grad_norm: 2.0733 2020-07-25 01:26:14,315 - mmaction - INFO - Epoch [43][2940/3757] lr: 8.716e-02, eta: 3 days, 19:04:18, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4758, loss_cls: 3.7099, loss: 3.7099, grad_norm: 2.1465 2020-07-25 01:26:25,708 - mmaction - INFO - Epoch [43][2960/3757] lr: 8.716e-02, eta: 3 days, 19:03:42, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2102, top5_acc: 0.4336, loss_cls: 3.7330, loss: 3.7330, grad_norm: 2.1051 2020-07-25 01:26:37,109 - mmaction - INFO - Epoch [43][2980/3757] lr: 8.716e-02, eta: 3 days, 19:03:06, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4570, loss_cls: 3.6821, loss: 3.6821, grad_norm: 2.1801 2020-07-25 01:26:48,531 - mmaction - INFO - Epoch [43][3000/3757] lr: 8.716e-02, eta: 3 days, 19:02:30, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4711, loss_cls: 3.6477, loss: 3.6477, grad_norm: 2.1689 2020-07-25 01:26:59,894 - mmaction - INFO - Epoch [43][3020/3757] lr: 8.716e-02, eta: 3 days, 19:01:54, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4578, loss_cls: 3.7053, loss: 3.7053, grad_norm: 2.1531 2020-07-25 01:27:11,378 - mmaction - INFO - Epoch [43][3040/3757] lr: 8.716e-02, eta: 3 days, 19:01:19, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.1969, top5_acc: 0.4125, loss_cls: 3.9034, loss: 3.9034, grad_norm: 2.1313 2020-07-25 01:27:22,794 - mmaction - INFO - Epoch [43][3060/3757] lr: 8.716e-02, eta: 3 days, 19:00:44, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4727, loss_cls: 3.6952, loss: 3.6952, grad_norm: 2.0897 2020-07-25 01:27:34,200 - mmaction - INFO - Epoch [43][3080/3757] lr: 8.716e-02, eta: 3 days, 19:00:08, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4523, loss_cls: 3.6220, loss: 3.6220, grad_norm: 2.0426 2020-07-25 01:27:45,707 - mmaction - INFO - Epoch [43][3100/3757] lr: 8.716e-02, eta: 3 days, 18:59:35, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4516, loss_cls: 3.6811, loss: 3.6811, grad_norm: 2.1279 2020-07-25 01:27:57,127 - mmaction - INFO - Epoch [43][3120/3757] lr: 8.716e-02, eta: 3 days, 18:58:59, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4492, loss_cls: 3.7431, loss: 3.7431, grad_norm: 2.1353 2020-07-25 01:28:08,520 - mmaction - INFO - Epoch [43][3140/3757] lr: 8.716e-02, eta: 3 days, 18:58:23, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4445, loss_cls: 3.6924, loss: 3.6924, grad_norm: 2.0183 2020-07-25 01:28:19,932 - mmaction - INFO - Epoch [43][3160/3757] lr: 8.716e-02, eta: 3 days, 18:57:48, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4734, loss_cls: 3.7091, loss: 3.7091, grad_norm: 2.0844 2020-07-25 01:28:31,338 - mmaction - INFO - Epoch [43][3180/3757] lr: 8.716e-02, eta: 3 days, 18:57:13, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2070, top5_acc: 0.4492, loss_cls: 3.7209, loss: 3.7209, grad_norm: 2.0507 2020-07-25 01:28:42,722 - mmaction - INFO - Epoch [43][3200/3757] lr: 8.716e-02, eta: 3 days, 18:56:37, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4891, loss_cls: 3.5665, loss: 3.5665, grad_norm: 2.1045 2020-07-25 01:28:54,089 - mmaction - INFO - Epoch [43][3220/3757] lr: 8.716e-02, eta: 3 days, 18:56:00, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4602, loss_cls: 3.6734, loss: 3.6734, grad_norm: 2.1320 2020-07-25 01:29:05,474 - mmaction - INFO - Epoch [43][3240/3757] lr: 8.716e-02, eta: 3 days, 18:55:25, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2055, top5_acc: 0.4188, loss_cls: 3.8624, loss: 3.8624, grad_norm: 2.0719 2020-07-25 01:29:16,912 - mmaction - INFO - Epoch [43][3260/3757] lr: 8.716e-02, eta: 3 days, 18:54:50, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4516, loss_cls: 3.7053, loss: 3.7053, grad_norm: 2.0829 2020-07-25 01:29:28,337 - mmaction - INFO - Epoch [43][3280/3757] lr: 8.716e-02, eta: 3 days, 18:54:15, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4820, loss_cls: 3.6143, loss: 3.6143, grad_norm: 2.1264 2020-07-25 01:29:39,838 - mmaction - INFO - Epoch [43][3300/3757] lr: 8.716e-02, eta: 3 days, 18:53:41, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4594, loss_cls: 3.7458, loss: 3.7458, grad_norm: 2.1272 2020-07-25 01:29:51,254 - mmaction - INFO - Epoch [43][3320/3757] lr: 8.716e-02, eta: 3 days, 18:53:06, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4688, loss_cls: 3.7012, loss: 3.7012, grad_norm: 2.1771 2020-07-25 01:30:02,710 - mmaction - INFO - Epoch [43][3340/3757] lr: 8.716e-02, eta: 3 days, 18:52:32, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4352, loss_cls: 3.8354, loss: 3.8354, grad_norm: 2.0912 2020-07-25 01:30:14,165 - mmaction - INFO - Epoch [43][3360/3757] lr: 8.716e-02, eta: 3 days, 18:51:57, time: 0.572, data_time: 0.001, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4727, loss_cls: 3.6288, loss: 3.6288, grad_norm: 2.0386 2020-07-25 01:30:25,544 - mmaction - INFO - Epoch [43][3380/3757] lr: 8.716e-02, eta: 3 days, 18:51:22, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4813, loss_cls: 3.6887, loss: 3.6887, grad_norm: 2.1462 2020-07-25 01:30:36,945 - mmaction - INFO - Epoch [43][3400/3757] lr: 8.716e-02, eta: 3 days, 18:50:46, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.1984, top5_acc: 0.4305, loss_cls: 3.8513, loss: 3.8513, grad_norm: 2.1194 2020-07-25 01:30:48,344 - mmaction - INFO - Epoch [43][3420/3757] lr: 8.716e-02, eta: 3 days, 18:50:11, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4500, loss_cls: 3.7106, loss: 3.7106, grad_norm: 2.0854 2020-07-25 01:30:59,727 - mmaction - INFO - Epoch [43][3440/3757] lr: 8.716e-02, eta: 3 days, 18:49:35, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4609, loss_cls: 3.6660, loss: 3.6660, grad_norm: 2.1218 2020-07-25 01:31:11,169 - mmaction - INFO - Epoch [43][3460/3757] lr: 8.716e-02, eta: 3 days, 18:49:01, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4492, loss_cls: 3.7217, loss: 3.7217, grad_norm: 2.1790 2020-07-25 01:31:22,649 - mmaction - INFO - Epoch [43][3480/3757] lr: 8.716e-02, eta: 3 days, 18:48:27, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4523, loss_cls: 3.7437, loss: 3.7437, grad_norm: 2.0929 2020-07-25 01:31:34,131 - mmaction - INFO - Epoch [43][3500/3757] lr: 8.716e-02, eta: 3 days, 18:47:54, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4414, loss_cls: 3.7205, loss: 3.7205, grad_norm: 2.0903 2020-07-25 01:31:45,646 - mmaction - INFO - Epoch [43][3520/3757] lr: 8.716e-02, eta: 3 days, 18:47:21, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4617, loss_cls: 3.7311, loss: 3.7311, grad_norm: 2.1464 2020-07-25 01:31:57,123 - mmaction - INFO - Epoch [43][3540/3757] lr: 8.716e-02, eta: 3 days, 18:46:47, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4539, loss_cls: 3.7410, loss: 3.7410, grad_norm: 2.1453 2020-07-25 01:32:08,554 - mmaction - INFO - Epoch [43][3560/3757] lr: 8.716e-02, eta: 3 days, 18:46:13, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2094, top5_acc: 0.4453, loss_cls: 3.7793, loss: 3.7793, grad_norm: 2.1173 2020-07-25 01:32:20,044 - mmaction - INFO - Epoch [43][3580/3757] lr: 8.716e-02, eta: 3 days, 18:45:39, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4445, loss_cls: 3.7316, loss: 3.7316, grad_norm: 2.1516 2020-07-25 01:32:31,562 - mmaction - INFO - Epoch [43][3600/3757] lr: 8.716e-02, eta: 3 days, 18:45:06, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4695, loss_cls: 3.6442, loss: 3.6442, grad_norm: 2.0949 2020-07-25 01:32:43,136 - mmaction - INFO - Epoch [43][3620/3757] lr: 8.716e-02, eta: 3 days, 18:44:34, time: 0.578, data_time: 0.004, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4734, loss_cls: 3.7213, loss: 3.7213, grad_norm: 2.0683 2020-07-25 01:32:54,606 - mmaction - INFO - Epoch [43][3640/3757] lr: 8.716e-02, eta: 3 days, 18:44:01, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4586, loss_cls: 3.7445, loss: 3.7445, grad_norm: 2.0635 2020-07-25 01:33:06,004 - mmaction - INFO - Epoch [43][3660/3757] lr: 8.716e-02, eta: 3 days, 18:43:26, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4758, loss_cls: 3.7343, loss: 3.7343, grad_norm: 2.1070 2020-07-25 01:33:17,519 - mmaction - INFO - Epoch [43][3680/3757] lr: 8.716e-02, eta: 3 days, 18:42:53, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4437, loss_cls: 3.8148, loss: 3.8148, grad_norm: 2.1394 2020-07-25 01:33:28,860 - mmaction - INFO - Epoch [43][3700/3757] lr: 8.716e-02, eta: 3 days, 18:42:17, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4531, loss_cls: 3.7274, loss: 3.7274, grad_norm: 2.1658 2020-07-25 01:33:40,397 - mmaction - INFO - Epoch [43][3720/3757] lr: 8.716e-02, eta: 3 days, 18:41:45, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4578, loss_cls: 3.7432, loss: 3.7432, grad_norm: 2.1170 2020-07-25 01:33:51,882 - mmaction - INFO - Epoch [43][3740/3757] lr: 8.716e-02, eta: 3 days, 18:41:12, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4430, loss_cls: 3.7577, loss: 3.7577, grad_norm: 2.1528 2020-07-25 01:37:00,538 - mmaction - INFO - Epoch [44][20/3757] lr: 8.657e-02, eta: 3 days, 19:23:19, time: 8.625, data_time: 7.929, memory: 5232, top1_acc: 0.2055, top5_acc: 0.4477, loss_cls: 3.7370, loss: 3.7370, grad_norm: 2.0485 2020-07-25 01:37:11,846 - mmaction - INFO - Epoch [44][40/3757] lr: 8.657e-02, eta: 3 days, 19:22:41, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4562, loss_cls: 3.7491, loss: 3.7491, grad_norm: 2.1497 2020-07-25 01:37:23,369 - mmaction - INFO - Epoch [44][60/3757] lr: 8.657e-02, eta: 3 days, 19:22:06, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4773, loss_cls: 3.6380, loss: 3.6380, grad_norm: 2.1953 2020-07-25 01:37:34,704 - mmaction - INFO - Epoch [44][80/3757] lr: 8.657e-02, eta: 3 days, 19:21:29, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4773, loss_cls: 3.5937, loss: 3.5937, grad_norm: 2.1177 2020-07-25 01:37:46,049 - mmaction - INFO - Epoch [44][100/3757] lr: 8.657e-02, eta: 3 days, 19:20:52, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4484, loss_cls: 3.7321, loss: 3.7321, grad_norm: 2.1200 2020-07-25 01:37:57,436 - mmaction - INFO - Epoch [44][120/3757] lr: 8.657e-02, eta: 3 days, 19:20:15, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4680, loss_cls: 3.6164, loss: 3.6164, grad_norm: 2.2038 2020-07-25 01:38:08,771 - mmaction - INFO - Epoch [44][140/3757] lr: 8.657e-02, eta: 3 days, 19:19:37, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4570, loss_cls: 3.5962, loss: 3.5962, grad_norm: 2.1631 2020-07-25 01:38:20,251 - mmaction - INFO - Epoch [44][160/3757] lr: 8.657e-02, eta: 3 days, 19:19:03, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4766, loss_cls: 3.6332, loss: 3.6332, grad_norm: 2.2340 2020-07-25 01:38:31,630 - mmaction - INFO - Epoch [44][180/3757] lr: 8.657e-02, eta: 3 days, 19:18:26, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4656, loss_cls: 3.6295, loss: 3.6295, grad_norm: 2.1918 2020-07-25 01:38:43,065 - mmaction - INFO - Epoch [44][200/3757] lr: 8.657e-02, eta: 3 days, 19:17:50, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4570, loss_cls: 3.6938, loss: 3.6938, grad_norm: 2.1908 2020-07-25 01:38:54,562 - mmaction - INFO - Epoch [44][220/3757] lr: 8.657e-02, eta: 3 days, 19:17:16, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4461, loss_cls: 3.7251, loss: 3.7251, grad_norm: 2.1908 2020-07-25 01:39:06,024 - mmaction - INFO - Epoch [44][240/3757] lr: 8.657e-02, eta: 3 days, 19:16:41, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4398, loss_cls: 3.7715, loss: 3.7715, grad_norm: 2.0958 2020-07-25 01:39:17,412 - mmaction - INFO - Epoch [44][260/3757] lr: 8.657e-02, eta: 3 days, 19:16:05, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4656, loss_cls: 3.6038, loss: 3.6038, grad_norm: 2.0805 2020-07-25 01:39:28,838 - mmaction - INFO - Epoch [44][280/3757] lr: 8.657e-02, eta: 3 days, 19:15:29, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4344, loss_cls: 3.8035, loss: 3.8035, grad_norm: 2.1164 2020-07-25 01:39:40,249 - mmaction - INFO - Epoch [44][300/3757] lr: 8.657e-02, eta: 3 days, 19:14:53, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4602, loss_cls: 3.6834, loss: 3.6834, grad_norm: 2.1274 2020-07-25 01:39:51,583 - mmaction - INFO - Epoch [44][320/3757] lr: 8.657e-02, eta: 3 days, 19:14:16, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4773, loss_cls: 3.6751, loss: 3.6751, grad_norm: 2.0970 2020-07-25 01:40:03,034 - mmaction - INFO - Epoch [44][340/3757] lr: 8.657e-02, eta: 3 days, 19:13:41, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.1977, top5_acc: 0.4398, loss_cls: 3.7366, loss: 3.7366, grad_norm: 2.1066 2020-07-25 01:40:14,472 - mmaction - INFO - Epoch [44][360/3757] lr: 8.657e-02, eta: 3 days, 19:13:06, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4414, loss_cls: 3.7585, loss: 3.7585, grad_norm: 2.0374 2020-07-25 01:40:25,937 - mmaction - INFO - Epoch [44][380/3757] lr: 8.657e-02, eta: 3 days, 19:12:31, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4523, loss_cls: 3.7492, loss: 3.7492, grad_norm: 2.1302 2020-07-25 01:40:37,330 - mmaction - INFO - Epoch [44][400/3757] lr: 8.657e-02, eta: 3 days, 19:11:55, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4641, loss_cls: 3.6931, loss: 3.6931, grad_norm: 2.1005 2020-07-25 01:40:48,795 - mmaction - INFO - Epoch [44][420/3757] lr: 8.657e-02, eta: 3 days, 19:11:20, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2086, top5_acc: 0.4437, loss_cls: 3.7393, loss: 3.7393, grad_norm: 2.1138 2020-07-25 01:41:00,242 - mmaction - INFO - Epoch [44][440/3757] lr: 8.657e-02, eta: 3 days, 19:10:45, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4508, loss_cls: 3.6520, loss: 3.6520, grad_norm: 2.1276 2020-07-25 01:41:11,603 - mmaction - INFO - Epoch [44][460/3757] lr: 8.657e-02, eta: 3 days, 19:10:08, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4789, loss_cls: 3.6491, loss: 3.6491, grad_norm: 2.1224 2020-07-25 01:41:23,007 - mmaction - INFO - Epoch [44][480/3757] lr: 8.657e-02, eta: 3 days, 19:09:33, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4609, loss_cls: 3.6990, loss: 3.6990, grad_norm: 2.1526 2020-07-25 01:41:34,428 - mmaction - INFO - Epoch [44][500/3757] lr: 8.657e-02, eta: 3 days, 19:08:57, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4750, loss_cls: 3.6057, loss: 3.6057, grad_norm: 2.1184 2020-07-25 01:41:45,813 - mmaction - INFO - Epoch [44][520/3757] lr: 8.657e-02, eta: 3 days, 19:08:22, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4383, loss_cls: 3.7370, loss: 3.7370, grad_norm: 2.1173 2020-07-25 01:41:57,201 - mmaction - INFO - Epoch [44][540/3757] lr: 8.657e-02, eta: 3 days, 19:07:46, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4492, loss_cls: 3.7312, loss: 3.7312, grad_norm: 2.1636 2020-07-25 01:42:08,696 - mmaction - INFO - Epoch [44][560/3757] lr: 8.657e-02, eta: 3 days, 19:07:12, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4437, loss_cls: 3.7435, loss: 3.7435, grad_norm: 2.1224 2020-07-25 01:42:20,112 - mmaction - INFO - Epoch [44][580/3757] lr: 8.657e-02, eta: 3 days, 19:06:36, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4609, loss_cls: 3.7089, loss: 3.7089, grad_norm: 2.0556 2020-07-25 01:42:31,613 - mmaction - INFO - Epoch [44][600/3757] lr: 8.657e-02, eta: 3 days, 19:06:03, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4406, loss_cls: 3.7691, loss: 3.7691, grad_norm: 2.1444 2020-07-25 01:42:43,025 - mmaction - INFO - Epoch [44][620/3757] lr: 8.657e-02, eta: 3 days, 19:05:27, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4477, loss_cls: 3.7590, loss: 3.7590, grad_norm: 2.1440 2020-07-25 01:42:54,456 - mmaction - INFO - Epoch [44][640/3757] lr: 8.657e-02, eta: 3 days, 19:04:52, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4633, loss_cls: 3.7276, loss: 3.7276, grad_norm: 2.1048 2020-07-25 01:43:05,918 - mmaction - INFO - Epoch [44][660/3757] lr: 8.657e-02, eta: 3 days, 19:04:18, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4508, loss_cls: 3.7743, loss: 3.7743, grad_norm: 2.1133 2020-07-25 01:43:17,375 - mmaction - INFO - Epoch [44][680/3757] lr: 8.657e-02, eta: 3 days, 19:03:43, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4844, loss_cls: 3.6469, loss: 3.6469, grad_norm: 2.0890 2020-07-25 01:43:28,797 - mmaction - INFO - Epoch [44][700/3757] lr: 8.657e-02, eta: 3 days, 19:03:08, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4437, loss_cls: 3.7782, loss: 3.7782, grad_norm: 2.1289 2020-07-25 01:43:40,174 - mmaction - INFO - Epoch [44][720/3757] lr: 8.657e-02, eta: 3 days, 19:02:33, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4891, loss_cls: 3.6262, loss: 3.6262, grad_norm: 2.1328 2020-07-25 01:43:51,603 - mmaction - INFO - Epoch [44][740/3757] lr: 8.657e-02, eta: 3 days, 19:01:58, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4547, loss_cls: 3.6138, loss: 3.6138, grad_norm: 2.1929 2020-07-25 01:44:03,005 - mmaction - INFO - Epoch [44][760/3757] lr: 8.657e-02, eta: 3 days, 19:01:22, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4641, loss_cls: 3.6513, loss: 3.6513, grad_norm: 2.1660 2020-07-25 01:44:14,523 - mmaction - INFO - Epoch [44][780/3757] lr: 8.657e-02, eta: 3 days, 19:00:49, time: 0.576, data_time: 0.002, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4508, loss_cls: 3.7006, loss: 3.7006, grad_norm: 2.1421 2020-07-25 01:44:25,990 - mmaction - INFO - Epoch [44][800/3757] lr: 8.657e-02, eta: 3 days, 19:00:15, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2047, top5_acc: 0.4703, loss_cls: 3.6992, loss: 3.6992, grad_norm: 2.1603 2020-07-25 01:44:37,426 - mmaction - INFO - Epoch [44][820/3757] lr: 8.657e-02, eta: 3 days, 18:59:40, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4469, loss_cls: 3.7006, loss: 3.7006, grad_norm: 2.0938 2020-07-25 01:44:48,902 - mmaction - INFO - Epoch [44][840/3757] lr: 8.657e-02, eta: 3 days, 18:59:06, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4844, loss_cls: 3.5868, loss: 3.5868, grad_norm: 2.1232 2020-07-25 01:45:00,202 - mmaction - INFO - Epoch [44][860/3757] lr: 8.657e-02, eta: 3 days, 18:58:30, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4695, loss_cls: 3.6355, loss: 3.6355, grad_norm: 2.1938 2020-07-25 01:45:11,703 - mmaction - INFO - Epoch [44][880/3757] lr: 8.657e-02, eta: 3 days, 18:57:56, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4391, loss_cls: 3.7392, loss: 3.7392, grad_norm: 2.1008 2020-07-25 01:45:23,193 - mmaction - INFO - Epoch [44][900/3757] lr: 8.657e-02, eta: 3 days, 18:57:22, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4602, loss_cls: 3.7111, loss: 3.7111, grad_norm: 2.1079 2020-07-25 01:45:34,661 - mmaction - INFO - Epoch [44][920/3757] lr: 8.657e-02, eta: 3 days, 18:56:48, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4414, loss_cls: 3.7304, loss: 3.7304, grad_norm: 2.1230 2020-07-25 01:45:46,048 - mmaction - INFO - Epoch [44][940/3757] lr: 8.657e-02, eta: 3 days, 18:56:13, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2031, top5_acc: 0.4422, loss_cls: 3.7740, loss: 3.7740, grad_norm: 2.1486 2020-07-25 01:45:57,476 - mmaction - INFO - Epoch [44][960/3757] lr: 8.657e-02, eta: 3 days, 18:55:39, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4734, loss_cls: 3.6754, loss: 3.6754, grad_norm: 2.1627 2020-07-25 01:46:08,931 - mmaction - INFO - Epoch [44][980/3757] lr: 8.657e-02, eta: 3 days, 18:55:05, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4570, loss_cls: 3.7035, loss: 3.7035, grad_norm: 2.1531 2020-07-25 01:46:20,336 - mmaction - INFO - Epoch [44][1000/3757] lr: 8.657e-02, eta: 3 days, 18:54:30, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2008, top5_acc: 0.4602, loss_cls: 3.7391, loss: 3.7391, grad_norm: 2.1346 2020-07-25 01:46:31,712 - mmaction - INFO - Epoch [44][1020/3757] lr: 8.657e-02, eta: 3 days, 18:53:54, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4500, loss_cls: 3.7046, loss: 3.7046, grad_norm: 2.1093 2020-07-25 01:46:43,101 - mmaction - INFO - Epoch [44][1040/3757] lr: 8.657e-02, eta: 3 days, 18:53:19, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2078, top5_acc: 0.4211, loss_cls: 3.7882, loss: 3.7882, grad_norm: 2.1219 2020-07-25 01:46:54,480 - mmaction - INFO - Epoch [44][1060/3757] lr: 8.657e-02, eta: 3 days, 18:52:44, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4797, loss_cls: 3.6527, loss: 3.6527, grad_norm: 2.1304 2020-07-25 01:47:05,872 - mmaction - INFO - Epoch [44][1080/3757] lr: 8.657e-02, eta: 3 days, 18:52:09, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4477, loss_cls: 3.7617, loss: 3.7617, grad_norm: 2.1234 2020-07-25 01:47:17,262 - mmaction - INFO - Epoch [44][1100/3757] lr: 8.657e-02, eta: 3 days, 18:51:34, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4602, loss_cls: 3.6742, loss: 3.6742, grad_norm: 2.0946 2020-07-25 01:47:28,606 - mmaction - INFO - Epoch [44][1120/3757] lr: 8.657e-02, eta: 3 days, 18:50:59, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4437, loss_cls: 3.7657, loss: 3.7657, grad_norm: 2.1802 2020-07-25 01:47:40,045 - mmaction - INFO - Epoch [44][1140/3757] lr: 8.657e-02, eta: 3 days, 18:50:24, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4547, loss_cls: 3.6970, loss: 3.6970, grad_norm: 2.0762 2020-07-25 01:47:51,432 - mmaction - INFO - Epoch [44][1160/3757] lr: 8.657e-02, eta: 3 days, 18:49:50, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4656, loss_cls: 3.6418, loss: 3.6418, grad_norm: 2.1285 2020-07-25 01:48:02,915 - mmaction - INFO - Epoch [44][1180/3757] lr: 8.657e-02, eta: 3 days, 18:49:16, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4508, loss_cls: 3.7135, loss: 3.7135, grad_norm: 2.2335 2020-07-25 01:48:14,295 - mmaction - INFO - Epoch [44][1200/3757] lr: 8.657e-02, eta: 3 days, 18:48:41, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4461, loss_cls: 3.6701, loss: 3.6701, grad_norm: 2.0887 2020-07-25 01:48:25,658 - mmaction - INFO - Epoch [44][1220/3757] lr: 8.657e-02, eta: 3 days, 18:48:06, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4617, loss_cls: 3.7243, loss: 3.7243, grad_norm: 2.1409 2020-07-25 01:48:37,066 - mmaction - INFO - Epoch [44][1240/3757] lr: 8.657e-02, eta: 3 days, 18:47:32, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4258, loss_cls: 3.8067, loss: 3.8067, grad_norm: 2.1143 2020-07-25 01:48:48,537 - mmaction - INFO - Epoch [44][1260/3757] lr: 8.657e-02, eta: 3 days, 18:46:58, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4680, loss_cls: 3.6896, loss: 3.6896, grad_norm: 2.0682 2020-07-25 01:49:00,028 - mmaction - INFO - Epoch [44][1280/3757] lr: 8.657e-02, eta: 3 days, 18:46:25, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2047, top5_acc: 0.4562, loss_cls: 3.7550, loss: 3.7550, grad_norm: 2.1252 2020-07-25 01:49:11,520 - mmaction - INFO - Epoch [44][1300/3757] lr: 8.657e-02, eta: 3 days, 18:45:52, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4688, loss_cls: 3.7129, loss: 3.7129, grad_norm: 2.0707 2020-07-25 01:49:23,000 - mmaction - INFO - Epoch [44][1320/3757] lr: 8.657e-02, eta: 3 days, 18:45:19, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4391, loss_cls: 3.7683, loss: 3.7683, grad_norm: 2.1261 2020-07-25 01:49:34,421 - mmaction - INFO - Epoch [44][1340/3757] lr: 8.657e-02, eta: 3 days, 18:44:45, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4875, loss_cls: 3.6233, loss: 3.6233, grad_norm: 2.1090 2020-07-25 01:49:45,837 - mmaction - INFO - Epoch [44][1360/3757] lr: 8.657e-02, eta: 3 days, 18:44:11, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2070, top5_acc: 0.4391, loss_cls: 3.7658, loss: 3.7658, grad_norm: 2.1211 2020-07-25 01:49:57,228 - mmaction - INFO - Epoch [44][1380/3757] lr: 8.657e-02, eta: 3 days, 18:43:36, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4633, loss_cls: 3.7169, loss: 3.7169, grad_norm: 2.1370 2020-07-25 01:50:08,633 - mmaction - INFO - Epoch [44][1400/3757] lr: 8.657e-02, eta: 3 days, 18:43:02, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4523, loss_cls: 3.7568, loss: 3.7568, grad_norm: 2.1511 2020-07-25 01:50:20,013 - mmaction - INFO - Epoch [44][1420/3757] lr: 8.657e-02, eta: 3 days, 18:42:27, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4469, loss_cls: 3.6733, loss: 3.6733, grad_norm: 2.0860 2020-07-25 01:50:31,401 - mmaction - INFO - Epoch [44][1440/3757] lr: 8.657e-02, eta: 3 days, 18:41:53, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4859, loss_cls: 3.6268, loss: 3.6268, grad_norm: 2.0911 2020-07-25 01:50:42,801 - mmaction - INFO - Epoch [44][1460/3757] lr: 8.657e-02, eta: 3 days, 18:41:19, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4594, loss_cls: 3.6541, loss: 3.6541, grad_norm: 2.1764 2020-07-25 01:50:54,189 - mmaction - INFO - Epoch [44][1480/3757] lr: 8.657e-02, eta: 3 days, 18:40:44, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2055, top5_acc: 0.4555, loss_cls: 3.6926, loss: 3.6926, grad_norm: 2.0983 2020-07-25 01:51:05,560 - mmaction - INFO - Epoch [44][1500/3757] lr: 8.657e-02, eta: 3 days, 18:40:09, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4516, loss_cls: 3.7096, loss: 3.7096, grad_norm: 2.1078 2020-07-25 01:51:16,990 - mmaction - INFO - Epoch [44][1520/3757] lr: 8.657e-02, eta: 3 days, 18:39:36, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4898, loss_cls: 3.6201, loss: 3.6201, grad_norm: 2.0762 2020-07-25 01:51:28,503 - mmaction - INFO - Epoch [44][1540/3757] lr: 8.657e-02, eta: 3 days, 18:39:03, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4477, loss_cls: 3.6869, loss: 3.6869, grad_norm: 2.1430 2020-07-25 01:51:40,025 - mmaction - INFO - Epoch [44][1560/3757] lr: 8.657e-02, eta: 3 days, 18:38:31, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4617, loss_cls: 3.6815, loss: 3.6815, grad_norm: 2.1266 2020-07-25 01:51:51,364 - mmaction - INFO - Epoch [44][1580/3757] lr: 8.657e-02, eta: 3 days, 18:37:56, time: 0.567, data_time: 0.001, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4688, loss_cls: 3.7232, loss: 3.7232, grad_norm: 2.1839 2020-07-25 01:52:02,718 - mmaction - INFO - Epoch [44][1600/3757] lr: 8.657e-02, eta: 3 days, 18:37:21, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4594, loss_cls: 3.6555, loss: 3.6555, grad_norm: 2.1656 2020-07-25 01:52:14,216 - mmaction - INFO - Epoch [44][1620/3757] lr: 8.657e-02, eta: 3 days, 18:36:49, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4586, loss_cls: 3.6383, loss: 3.6383, grad_norm: 2.2236 2020-07-25 01:52:25,727 - mmaction - INFO - Epoch [44][1640/3757] lr: 8.657e-02, eta: 3 days, 18:36:17, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2078, top5_acc: 0.4414, loss_cls: 3.7000, loss: 3.7000, grad_norm: 2.1856 2020-07-25 01:52:37,223 - mmaction - INFO - Epoch [44][1660/3757] lr: 8.657e-02, eta: 3 days, 18:35:44, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4773, loss_cls: 3.6039, loss: 3.6039, grad_norm: 2.1100 2020-07-25 01:52:48,684 - mmaction - INFO - Epoch [44][1680/3757] lr: 8.657e-02, eta: 3 days, 18:35:11, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.4867, loss_cls: 3.5713, loss: 3.5713, grad_norm: 2.1214 2020-07-25 01:53:00,046 - mmaction - INFO - Epoch [44][1700/3757] lr: 8.657e-02, eta: 3 days, 18:34:37, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4688, loss_cls: 3.6558, loss: 3.6558, grad_norm: 2.1919 2020-07-25 01:53:11,499 - mmaction - INFO - Epoch [44][1720/3757] lr: 8.657e-02, eta: 3 days, 18:34:04, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2078, top5_acc: 0.4445, loss_cls: 3.7810, loss: 3.7810, grad_norm: 2.1277 2020-07-25 01:53:23,060 - mmaction - INFO - Epoch [44][1740/3757] lr: 8.657e-02, eta: 3 days, 18:33:33, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4617, loss_cls: 3.6504, loss: 3.6504, grad_norm: 2.1439 2020-07-25 01:53:34,548 - mmaction - INFO - Epoch [44][1760/3757] lr: 8.657e-02, eta: 3 days, 18:33:00, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4758, loss_cls: 3.6404, loss: 3.6404, grad_norm: 2.1146 2020-07-25 01:53:46,028 - mmaction - INFO - Epoch [44][1780/3757] lr: 8.657e-02, eta: 3 days, 18:32:27, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4680, loss_cls: 3.6521, loss: 3.6521, grad_norm: 2.1705 2020-07-25 01:53:57,367 - mmaction - INFO - Epoch [44][1800/3757] lr: 8.657e-02, eta: 3 days, 18:31:53, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4695, loss_cls: 3.7208, loss: 3.7208, grad_norm: 2.1356 2020-07-25 01:54:08,732 - mmaction - INFO - Epoch [44][1820/3757] lr: 8.657e-02, eta: 3 days, 18:31:18, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4609, loss_cls: 3.7068, loss: 3.7068, grad_norm: 2.1704 2020-07-25 01:54:20,322 - mmaction - INFO - Epoch [44][1840/3757] lr: 8.657e-02, eta: 3 days, 18:30:48, time: 0.579, data_time: 0.002, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4766, loss_cls: 3.6244, loss: 3.6244, grad_norm: 2.1086 2020-07-25 01:54:31,774 - mmaction - INFO - Epoch [44][1860/3757] lr: 8.657e-02, eta: 3 days, 18:30:15, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4648, loss_cls: 3.6625, loss: 3.6625, grad_norm: 2.1818 2020-07-25 01:54:43,221 - mmaction - INFO - Epoch [44][1880/3757] lr: 8.657e-02, eta: 3 days, 18:29:42, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4680, loss_cls: 3.6364, loss: 3.6364, grad_norm: 2.1626 2020-07-25 01:54:54,666 - mmaction - INFO - Epoch [44][1900/3757] lr: 8.657e-02, eta: 3 days, 18:29:09, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4492, loss_cls: 3.7926, loss: 3.7926, grad_norm: 2.1366 2020-07-25 01:55:06,061 - mmaction - INFO - Epoch [44][1920/3757] lr: 8.657e-02, eta: 3 days, 18:28:35, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4625, loss_cls: 3.7265, loss: 3.7265, grad_norm: 2.1390 2020-07-25 01:55:17,439 - mmaction - INFO - Epoch [44][1940/3757] lr: 8.657e-02, eta: 3 days, 18:28:01, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4430, loss_cls: 3.7354, loss: 3.7354, grad_norm: 2.0608 2020-07-25 01:55:28,799 - mmaction - INFO - Epoch [44][1960/3757] lr: 8.657e-02, eta: 3 days, 18:27:27, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4313, loss_cls: 3.7948, loss: 3.7948, grad_norm: 2.1563 2020-07-25 01:55:40,164 - mmaction - INFO - Epoch [44][1980/3757] lr: 8.657e-02, eta: 3 days, 18:26:53, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4352, loss_cls: 3.7837, loss: 3.7837, grad_norm: 2.0752 2020-07-25 01:55:51,651 - mmaction - INFO - Epoch [44][2000/3757] lr: 8.657e-02, eta: 3 days, 18:26:21, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4492, loss_cls: 3.7069, loss: 3.7069, grad_norm: 2.1636 2020-07-25 01:56:03,101 - mmaction - INFO - Epoch [44][2020/3757] lr: 8.657e-02, eta: 3 days, 18:25:48, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4375, loss_cls: 3.7479, loss: 3.7479, grad_norm: 2.1341 2020-07-25 01:56:14,620 - mmaction - INFO - Epoch [44][2040/3757] lr: 8.657e-02, eta: 3 days, 18:25:16, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4711, loss_cls: 3.6186, loss: 3.6186, grad_norm: 2.0675 2020-07-25 01:56:26,035 - mmaction - INFO - Epoch [44][2060/3757] lr: 8.657e-02, eta: 3 days, 18:24:43, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4523, loss_cls: 3.7228, loss: 3.7228, grad_norm: 2.1566 2020-07-25 01:56:37,427 - mmaction - INFO - Epoch [44][2080/3757] lr: 8.657e-02, eta: 3 days, 18:24:10, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4562, loss_cls: 3.6674, loss: 3.6674, grad_norm: 2.0726 2020-07-25 01:56:48,867 - mmaction - INFO - Epoch [44][2100/3757] lr: 8.657e-02, eta: 3 days, 18:23:37, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.1969, top5_acc: 0.4398, loss_cls: 3.7316, loss: 3.7316, grad_norm: 2.1646 2020-07-25 01:57:00,279 - mmaction - INFO - Epoch [44][2120/3757] lr: 8.657e-02, eta: 3 days, 18:23:04, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4602, loss_cls: 3.7206, loss: 3.7206, grad_norm: 2.1567 2020-07-25 01:57:11,686 - mmaction - INFO - Epoch [44][2140/3757] lr: 8.657e-02, eta: 3 days, 18:22:31, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4461, loss_cls: 3.7098, loss: 3.7098, grad_norm: 2.1463 2020-07-25 01:57:23,084 - mmaction - INFO - Epoch [44][2160/3757] lr: 8.657e-02, eta: 3 days, 18:21:57, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4742, loss_cls: 3.5612, loss: 3.5612, grad_norm: 2.1430 2020-07-25 01:57:34,486 - mmaction - INFO - Epoch [44][2180/3757] lr: 8.657e-02, eta: 3 days, 18:21:24, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2070, top5_acc: 0.4477, loss_cls: 3.7431, loss: 3.7431, grad_norm: 2.1698 2020-07-25 01:57:45,893 - mmaction - INFO - Epoch [44][2200/3757] lr: 8.657e-02, eta: 3 days, 18:20:51, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4625, loss_cls: 3.6666, loss: 3.6666, grad_norm: 2.1091 2020-07-25 01:57:57,248 - mmaction - INFO - Epoch [44][2220/3757] lr: 8.657e-02, eta: 3 days, 18:20:17, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4414, loss_cls: 3.8024, loss: 3.8024, grad_norm: 2.1680 2020-07-25 01:58:08,666 - mmaction - INFO - Epoch [44][2240/3757] lr: 8.657e-02, eta: 3 days, 18:19:44, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4625, loss_cls: 3.6610, loss: 3.6610, grad_norm: 2.0768 2020-07-25 01:58:20,126 - mmaction - INFO - Epoch [44][2260/3757] lr: 8.657e-02, eta: 3 days, 18:19:12, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4719, loss_cls: 3.6529, loss: 3.6529, grad_norm: 2.1156 2020-07-25 01:58:31,620 - mmaction - INFO - Epoch [44][2280/3757] lr: 8.657e-02, eta: 3 days, 18:18:40, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4672, loss_cls: 3.6023, loss: 3.6023, grad_norm: 2.1339 2020-07-25 01:58:43,057 - mmaction - INFO - Epoch [44][2300/3757] lr: 8.657e-02, eta: 3 days, 18:18:08, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2102, top5_acc: 0.4609, loss_cls: 3.6918, loss: 3.6918, grad_norm: 2.2354 2020-07-25 01:58:54,554 - mmaction - INFO - Epoch [44][2320/3757] lr: 8.657e-02, eta: 3 days, 18:17:36, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2039, top5_acc: 0.4375, loss_cls: 3.7490, loss: 3.7490, grad_norm: 2.1482 2020-07-25 01:59:06,009 - mmaction - INFO - Epoch [44][2340/3757] lr: 8.657e-02, eta: 3 days, 18:17:04, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4594, loss_cls: 3.7038, loss: 3.7038, grad_norm: 2.0693 2020-07-25 01:59:17,530 - mmaction - INFO - Epoch [44][2360/3757] lr: 8.657e-02, eta: 3 days, 18:16:33, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4633, loss_cls: 3.6833, loss: 3.6833, grad_norm: 2.1264 2020-07-25 01:59:28,984 - mmaction - INFO - Epoch [44][2380/3757] lr: 8.657e-02, eta: 3 days, 18:16:01, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4703, loss_cls: 3.6768, loss: 3.6768, grad_norm: 2.1547 2020-07-25 01:59:40,399 - mmaction - INFO - Epoch [44][2400/3757] lr: 8.657e-02, eta: 3 days, 18:15:28, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4609, loss_cls: 3.6400, loss: 3.6400, grad_norm: 2.1282 2020-07-25 01:59:51,962 - mmaction - INFO - Epoch [44][2420/3757] lr: 8.657e-02, eta: 3 days, 18:14:58, time: 0.578, data_time: 0.004, memory: 5232, top1_acc: 0.2055, top5_acc: 0.4570, loss_cls: 3.7401, loss: 3.7401, grad_norm: 2.1464 2020-07-25 02:00:09,485 - mmaction - INFO - Epoch [44][2440/3757] lr: 8.657e-02, eta: 3 days, 18:15:59, time: 0.870, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4445, loss_cls: 3.6973, loss: 3.6973, grad_norm: 2.1757 2020-07-25 02:00:21,099 - mmaction - INFO - Epoch [44][2460/3757] lr: 8.657e-02, eta: 3 days, 18:15:32, time: 0.587, data_time: 0.009, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4711, loss_cls: 3.6936, loss: 3.6936, grad_norm: 2.1630 2020-07-25 02:00:32,657 - mmaction - INFO - Epoch [44][2480/3757] lr: 8.657e-02, eta: 3 days, 18:15:01, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4656, loss_cls: 3.6873, loss: 3.6873, grad_norm: 2.1183 2020-07-25 02:00:44,063 - mmaction - INFO - Epoch [44][2500/3757] lr: 8.657e-02, eta: 3 days, 18:14:28, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4289, loss_cls: 3.7985, loss: 3.7985, grad_norm: 2.0996 2020-07-25 02:00:55,456 - mmaction - INFO - Epoch [44][2520/3757] lr: 8.657e-02, eta: 3 days, 18:13:55, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4352, loss_cls: 3.8026, loss: 3.8026, grad_norm: 2.1137 2020-07-25 02:01:06,743 - mmaction - INFO - Epoch [44][2540/3757] lr: 8.657e-02, eta: 3 days, 18:13:21, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4617, loss_cls: 3.6739, loss: 3.6739, grad_norm: 2.1201 2020-07-25 02:01:18,141 - mmaction - INFO - Epoch [44][2560/3757] lr: 8.657e-02, eta: 3 days, 18:12:48, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4586, loss_cls: 3.7163, loss: 3.7163, grad_norm: 2.1782 2020-07-25 02:01:29,600 - mmaction - INFO - Epoch [44][2580/3757] lr: 8.657e-02, eta: 3 days, 18:12:16, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.1930, top5_acc: 0.4367, loss_cls: 3.8298, loss: 3.8298, grad_norm: 2.1917 2020-07-25 02:01:41,039 - mmaction - INFO - Epoch [44][2600/3757] lr: 8.657e-02, eta: 3 days, 18:11:44, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4609, loss_cls: 3.7201, loss: 3.7201, grad_norm: 2.1339 2020-07-25 02:01:52,493 - mmaction - INFO - Epoch [44][2620/3757] lr: 8.657e-02, eta: 3 days, 18:11:12, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4523, loss_cls: 3.7784, loss: 3.7784, grad_norm: 2.0969 2020-07-25 02:02:03,833 - mmaction - INFO - Epoch [44][2640/3757] lr: 8.657e-02, eta: 3 days, 18:10:38, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4508, loss_cls: 3.6930, loss: 3.6930, grad_norm: 2.0812 2020-07-25 02:02:15,297 - mmaction - INFO - Epoch [44][2660/3757] lr: 8.657e-02, eta: 3 days, 18:10:07, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2062, top5_acc: 0.4281, loss_cls: 3.8261, loss: 3.8261, grad_norm: 2.1483 2020-07-25 02:02:26,687 - mmaction - INFO - Epoch [44][2680/3757] lr: 8.657e-02, eta: 3 days, 18:09:34, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4492, loss_cls: 3.7657, loss: 3.7657, grad_norm: 2.0755 2020-07-25 02:02:38,080 - mmaction - INFO - Epoch [44][2700/3757] lr: 8.657e-02, eta: 3 days, 18:09:01, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4633, loss_cls: 3.6695, loss: 3.6695, grad_norm: 2.1437 2020-07-25 02:02:49,641 - mmaction - INFO - Epoch [44][2720/3757] lr: 8.657e-02, eta: 3 days, 18:08:31, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4297, loss_cls: 3.7863, loss: 3.7863, grad_norm: 2.1006 2020-07-25 02:03:01,069 - mmaction - INFO - Epoch [44][2740/3757] lr: 8.657e-02, eta: 3 days, 18:07:59, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4484, loss_cls: 3.6774, loss: 3.6774, grad_norm: 2.1291 2020-07-25 02:03:12,471 - mmaction - INFO - Epoch [44][2760/3757] lr: 8.657e-02, eta: 3 days, 18:07:26, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4680, loss_cls: 3.6611, loss: 3.6611, grad_norm: 2.1655 2020-07-25 02:03:23,916 - mmaction - INFO - Epoch [44][2780/3757] lr: 8.657e-02, eta: 3 days, 18:06:54, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4617, loss_cls: 3.7090, loss: 3.7090, grad_norm: 2.1413 2020-07-25 02:03:35,403 - mmaction - INFO - Epoch [44][2800/3757] lr: 8.657e-02, eta: 3 days, 18:06:23, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4617, loss_cls: 3.6776, loss: 3.6776, grad_norm: 2.1686 2020-07-25 02:03:46,813 - mmaction - INFO - Epoch [44][2820/3757] lr: 8.657e-02, eta: 3 days, 18:05:51, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4492, loss_cls: 3.7351, loss: 3.7351, grad_norm: 2.1132 2020-07-25 02:03:58,237 - mmaction - INFO - Epoch [44][2840/3757] lr: 8.657e-02, eta: 3 days, 18:05:19, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4523, loss_cls: 3.7491, loss: 3.7491, grad_norm: 2.0708 2020-07-25 02:04:09,655 - mmaction - INFO - Epoch [44][2860/3757] lr: 8.657e-02, eta: 3 days, 18:04:46, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4758, loss_cls: 3.6691, loss: 3.6691, grad_norm: 2.1366 2020-07-25 02:04:21,058 - mmaction - INFO - Epoch [44][2880/3757] lr: 8.657e-02, eta: 3 days, 18:04:14, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4594, loss_cls: 3.7198, loss: 3.7198, grad_norm: 2.2026 2020-07-25 02:04:32,477 - mmaction - INFO - Epoch [44][2900/3757] lr: 8.657e-02, eta: 3 days, 18:03:42, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4570, loss_cls: 3.7175, loss: 3.7175, grad_norm: 2.1035 2020-07-25 02:04:43,938 - mmaction - INFO - Epoch [44][2920/3757] lr: 8.657e-02, eta: 3 days, 18:03:11, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2070, top5_acc: 0.4578, loss_cls: 3.7048, loss: 3.7048, grad_norm: 2.1198 2020-07-25 02:04:55,389 - mmaction - INFO - Epoch [44][2940/3757] lr: 8.657e-02, eta: 3 days, 18:02:39, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4578, loss_cls: 3.6824, loss: 3.6824, grad_norm: 2.0516 2020-07-25 02:05:06,867 - mmaction - INFO - Epoch [44][2960/3757] lr: 8.657e-02, eta: 3 days, 18:02:08, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4656, loss_cls: 3.7092, loss: 3.7092, grad_norm: 2.1294 2020-07-25 02:05:18,279 - mmaction - INFO - Epoch [44][2980/3757] lr: 8.657e-02, eta: 3 days, 18:01:36, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4719, loss_cls: 3.7030, loss: 3.7030, grad_norm: 2.1681 2020-07-25 02:05:29,641 - mmaction - INFO - Epoch [44][3000/3757] lr: 8.657e-02, eta: 3 days, 18:01:03, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4656, loss_cls: 3.6702, loss: 3.6702, grad_norm: 2.1495 2020-07-25 02:05:41,058 - mmaction - INFO - Epoch [44][3020/3757] lr: 8.657e-02, eta: 3 days, 18:00:31, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4516, loss_cls: 3.7691, loss: 3.7691, grad_norm: 2.1038 2020-07-25 02:05:52,565 - mmaction - INFO - Epoch [44][3040/3757] lr: 8.657e-02, eta: 3 days, 18:00:00, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4711, loss_cls: 3.6564, loss: 3.6564, grad_norm: 2.0902 2020-07-25 02:06:04,027 - mmaction - INFO - Epoch [44][3060/3757] lr: 8.657e-02, eta: 3 days, 17:59:29, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2102, top5_acc: 0.4500, loss_cls: 3.7243, loss: 3.7243, grad_norm: 2.1620 2020-07-25 02:06:15,553 - mmaction - INFO - Epoch [44][3080/3757] lr: 8.657e-02, eta: 3 days, 17:58:59, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4656, loss_cls: 3.6496, loss: 3.6496, grad_norm: 2.0684 2020-07-25 02:06:27,036 - mmaction - INFO - Epoch [44][3100/3757] lr: 8.657e-02, eta: 3 days, 17:58:28, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4555, loss_cls: 3.7061, loss: 3.7061, grad_norm: 2.1125 2020-07-25 02:06:38,546 - mmaction - INFO - Epoch [44][3120/3757] lr: 8.657e-02, eta: 3 days, 17:57:57, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4453, loss_cls: 3.7533, loss: 3.7533, grad_norm: 2.0879 2020-07-25 02:06:49,943 - mmaction - INFO - Epoch [44][3140/3757] lr: 8.657e-02, eta: 3 days, 17:57:25, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4906, loss_cls: 3.6651, loss: 3.6651, grad_norm: 2.0840 2020-07-25 02:07:01,334 - mmaction - INFO - Epoch [44][3160/3757] lr: 8.657e-02, eta: 3 days, 17:56:53, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4727, loss_cls: 3.6247, loss: 3.6247, grad_norm: 2.1231 2020-07-25 02:07:12,774 - mmaction - INFO - Epoch [44][3180/3757] lr: 8.657e-02, eta: 3 days, 17:56:21, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4898, loss_cls: 3.6326, loss: 3.6326, grad_norm: 2.1003 2020-07-25 02:07:24,194 - mmaction - INFO - Epoch [44][3200/3757] lr: 8.657e-02, eta: 3 days, 17:55:50, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4617, loss_cls: 3.7135, loss: 3.7135, grad_norm: 2.0499 2020-07-25 02:07:35,595 - mmaction - INFO - Epoch [44][3220/3757] lr: 8.657e-02, eta: 3 days, 17:55:18, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4891, loss_cls: 3.5878, loss: 3.5878, grad_norm: 2.0674 2020-07-25 02:07:47,212 - mmaction - INFO - Epoch [44][3240/3757] lr: 8.657e-02, eta: 3 days, 17:54:49, time: 0.581, data_time: 0.003, memory: 5232, top1_acc: 0.2102, top5_acc: 0.4305, loss_cls: 3.8357, loss: 3.8357, grad_norm: 2.1210 2020-07-25 02:07:58,671 - mmaction - INFO - Epoch [44][3260/3757] lr: 8.657e-02, eta: 3 days, 17:54:18, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4219, loss_cls: 3.8146, loss: 3.8146, grad_norm: 2.0736 2020-07-25 02:08:10,082 - mmaction - INFO - Epoch [44][3280/3757] lr: 8.657e-02, eta: 3 days, 17:53:46, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4578, loss_cls: 3.7620, loss: 3.7620, grad_norm: 2.0457 2020-07-25 02:08:21,673 - mmaction - INFO - Epoch [44][3300/3757] lr: 8.657e-02, eta: 3 days, 17:53:17, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4531, loss_cls: 3.6777, loss: 3.6777, grad_norm: 2.0716 2020-07-25 02:08:33,156 - mmaction - INFO - Epoch [44][3320/3757] lr: 8.657e-02, eta: 3 days, 17:52:47, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.2078, top5_acc: 0.4602, loss_cls: 3.6847, loss: 3.6847, grad_norm: 2.1514 2020-07-25 02:08:44,497 - mmaction - INFO - Epoch [44][3340/3757] lr: 8.657e-02, eta: 3 days, 17:52:14, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4617, loss_cls: 3.6405, loss: 3.6405, grad_norm: 2.1084 2020-07-25 02:08:55,921 - mmaction - INFO - Epoch [44][3360/3757] lr: 8.657e-02, eta: 3 days, 17:51:43, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2000, top5_acc: 0.4516, loss_cls: 3.7660, loss: 3.7660, grad_norm: 2.1319 2020-07-25 02:09:07,344 - mmaction - INFO - Epoch [44][3380/3757] lr: 8.657e-02, eta: 3 days, 17:51:11, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4789, loss_cls: 3.6443, loss: 3.6443, grad_norm: 2.1332 2020-07-25 02:09:18,763 - mmaction - INFO - Epoch [44][3400/3757] lr: 8.657e-02, eta: 3 days, 17:50:40, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.1992, top5_acc: 0.4430, loss_cls: 3.7711, loss: 3.7711, grad_norm: 2.2213 2020-07-25 02:09:30,233 - mmaction - INFO - Epoch [44][3420/3757] lr: 8.657e-02, eta: 3 days, 17:50:09, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4305, loss_cls: 3.7823, loss: 3.7823, grad_norm: 2.1545 2020-07-25 02:09:41,759 - mmaction - INFO - Epoch [44][3440/3757] lr: 8.657e-02, eta: 3 days, 17:49:39, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4703, loss_cls: 3.6452, loss: 3.6452, grad_norm: 2.1040 2020-07-25 02:09:53,265 - mmaction - INFO - Epoch [44][3460/3757] lr: 8.657e-02, eta: 3 days, 17:49:09, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2078, top5_acc: 0.4375, loss_cls: 3.8051, loss: 3.8051, grad_norm: 2.1613 2020-07-25 02:10:04,680 - mmaction - INFO - Epoch [44][3480/3757] lr: 8.657e-02, eta: 3 days, 17:48:38, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4562, loss_cls: 3.6989, loss: 3.6989, grad_norm: 2.0757 2020-07-25 02:10:16,007 - mmaction - INFO - Epoch [44][3500/3757] lr: 8.657e-02, eta: 3 days, 17:48:05, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4695, loss_cls: 3.6162, loss: 3.6162, grad_norm: 2.1372 2020-07-25 02:10:27,448 - mmaction - INFO - Epoch [44][3520/3757] lr: 8.657e-02, eta: 3 days, 17:47:34, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4719, loss_cls: 3.7034, loss: 3.7034, grad_norm: 2.1084 2020-07-25 02:10:38,857 - mmaction - INFO - Epoch [44][3540/3757] lr: 8.657e-02, eta: 3 days, 17:47:02, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4562, loss_cls: 3.7244, loss: 3.7244, grad_norm: 2.1279 2020-07-25 02:10:50,412 - mmaction - INFO - Epoch [44][3560/3757] lr: 8.657e-02, eta: 3 days, 17:46:33, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2008, top5_acc: 0.4242, loss_cls: 3.8174, loss: 3.8174, grad_norm: 2.1252 2020-07-25 02:11:01,739 - mmaction - INFO - Epoch [44][3580/3757] lr: 8.657e-02, eta: 3 days, 17:46:00, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4602, loss_cls: 3.7037, loss: 3.7037, grad_norm: 2.0949 2020-07-25 02:11:13,175 - mmaction - INFO - Epoch [44][3600/3757] lr: 8.657e-02, eta: 3 days, 17:45:29, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4617, loss_cls: 3.6984, loss: 3.6984, grad_norm: 2.1147 2020-07-25 02:11:24,788 - mmaction - INFO - Epoch [44][3620/3757] lr: 8.657e-02, eta: 3 days, 17:45:01, time: 0.580, data_time: 0.003, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4633, loss_cls: 3.7432, loss: 3.7432, grad_norm: 2.1490 2020-07-25 02:11:36,204 - mmaction - INFO - Epoch [44][3640/3757] lr: 8.657e-02, eta: 3 days, 17:44:30, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4648, loss_cls: 3.7228, loss: 3.7228, grad_norm: 2.1061 2020-07-25 02:11:47,680 - mmaction - INFO - Epoch [44][3660/3757] lr: 8.657e-02, eta: 3 days, 17:43:59, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4594, loss_cls: 3.7809, loss: 3.7809, grad_norm: 2.1094 2020-07-25 02:11:59,219 - mmaction - INFO - Epoch [44][3680/3757] lr: 8.657e-02, eta: 3 days, 17:43:30, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4484, loss_cls: 3.7355, loss: 3.7355, grad_norm: 2.1207 2020-07-25 02:12:10,691 - mmaction - INFO - Epoch [44][3700/3757] lr: 8.657e-02, eta: 3 days, 17:43:00, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2062, top5_acc: 0.4336, loss_cls: 3.7514, loss: 3.7514, grad_norm: 2.0818 2020-07-25 02:12:22,194 - mmaction - INFO - Epoch [44][3720/3757] lr: 8.657e-02, eta: 3 days, 17:42:30, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4570, loss_cls: 3.7019, loss: 3.7019, grad_norm: 2.0868 2020-07-25 02:12:33,659 - mmaction - INFO - Epoch [44][3740/3757] lr: 8.657e-02, eta: 3 days, 17:41:59, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4648, loss_cls: 3.6484, loss: 3.6484, grad_norm: 2.0714 2020-07-25 02:15:45,972 - mmaction - INFO - Epoch [45][20/3757] lr: 8.597e-02, eta: 3 days, 18:19:53, time: 8.774, data_time: 8.084, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4562, loss_cls: 3.7277, loss: 3.7277, grad_norm: 2.1596 2020-07-25 02:15:57,385 - mmaction - INFO - Epoch [45][40/3757] lr: 8.597e-02, eta: 3 days, 18:19:21, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2039, top5_acc: 0.4266, loss_cls: 3.8092, loss: 3.8092, grad_norm: 2.1227 2020-07-25 02:16:08,732 - mmaction - INFO - Epoch [45][60/3757] lr: 8.597e-02, eta: 3 days, 18:18:47, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4625, loss_cls: 3.7002, loss: 3.7002, grad_norm: 2.0964 2020-07-25 02:16:20,054 - mmaction - INFO - Epoch [45][80/3757] lr: 8.597e-02, eta: 3 days, 18:18:13, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4633, loss_cls: 3.7082, loss: 3.7082, grad_norm: 2.1322 2020-07-25 02:16:31,432 - mmaction - INFO - Epoch [45][100/3757] lr: 8.597e-02, eta: 3 days, 18:17:40, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4602, loss_cls: 3.6806, loss: 3.6806, grad_norm: 2.0722 2020-07-25 02:16:42,760 - mmaction - INFO - Epoch [45][120/3757] lr: 8.597e-02, eta: 3 days, 18:17:06, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4492, loss_cls: 3.7879, loss: 3.7879, grad_norm: 2.1582 2020-07-25 02:16:54,175 - mmaction - INFO - Epoch [45][140/3757] lr: 8.597e-02, eta: 3 days, 18:16:34, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4711, loss_cls: 3.6306, loss: 3.6306, grad_norm: 2.1281 2020-07-25 02:17:05,512 - mmaction - INFO - Epoch [45][160/3757] lr: 8.597e-02, eta: 3 days, 18:16:00, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4719, loss_cls: 3.6470, loss: 3.6470, grad_norm: 2.1542 2020-07-25 02:17:16,840 - mmaction - INFO - Epoch [45][180/3757] lr: 8.597e-02, eta: 3 days, 18:15:26, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4555, loss_cls: 3.7036, loss: 3.7036, grad_norm: 2.1182 2020-07-25 02:17:28,095 - mmaction - INFO - Epoch [45][200/3757] lr: 8.597e-02, eta: 3 days, 18:14:52, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4609, loss_cls: 3.6900, loss: 3.6900, grad_norm: 2.1205 2020-07-25 02:17:39,479 - mmaction - INFO - Epoch [45][220/3757] lr: 8.597e-02, eta: 3 days, 18:14:19, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2070, top5_acc: 0.4633, loss_cls: 3.6160, loss: 3.6160, grad_norm: 2.0693 2020-07-25 02:17:50,938 - mmaction - INFO - Epoch [45][240/3757] lr: 8.597e-02, eta: 3 days, 18:13:47, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4508, loss_cls: 3.7475, loss: 3.7475, grad_norm: 2.1823 2020-07-25 02:18:02,340 - mmaction - INFO - Epoch [45][260/3757] lr: 8.597e-02, eta: 3 days, 18:13:15, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4570, loss_cls: 3.7553, loss: 3.7553, grad_norm: 2.0882 2020-07-25 02:18:13,738 - mmaction - INFO - Epoch [45][280/3757] lr: 8.597e-02, eta: 3 days, 18:12:42, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4977, loss_cls: 3.5745, loss: 3.5745, grad_norm: 2.0931 2020-07-25 02:18:25,077 - mmaction - INFO - Epoch [45][300/3757] lr: 8.597e-02, eta: 3 days, 18:12:09, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4867, loss_cls: 3.6324, loss: 3.6324, grad_norm: 2.1388 2020-07-25 02:18:36,461 - mmaction - INFO - Epoch [45][320/3757] lr: 8.597e-02, eta: 3 days, 18:11:36, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4484, loss_cls: 3.7354, loss: 3.7354, grad_norm: 2.1492 2020-07-25 02:18:47,981 - mmaction - INFO - Epoch [45][340/3757] lr: 8.597e-02, eta: 3 days, 18:11:06, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2055, top5_acc: 0.4477, loss_cls: 3.8172, loss: 3.8172, grad_norm: 2.1912 2020-07-25 02:18:59,292 - mmaction - INFO - Epoch [45][360/3757] lr: 8.597e-02, eta: 3 days, 18:10:32, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4633, loss_cls: 3.6421, loss: 3.6421, grad_norm: 2.0977 2020-07-25 02:19:10,677 - mmaction - INFO - Epoch [45][380/3757] lr: 8.597e-02, eta: 3 days, 18:09:59, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4898, loss_cls: 3.5852, loss: 3.5852, grad_norm: 2.1508 2020-07-25 02:19:22,210 - mmaction - INFO - Epoch [45][400/3757] lr: 8.597e-02, eta: 3 days, 18:09:29, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4695, loss_cls: 3.7101, loss: 3.7101, grad_norm: 2.2039 2020-07-25 02:19:33,676 - mmaction - INFO - Epoch [45][420/3757] lr: 8.597e-02, eta: 3 days, 18:08:58, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.1969, top5_acc: 0.4422, loss_cls: 3.7775, loss: 3.7775, grad_norm: 2.1403 2020-07-25 02:19:45,062 - mmaction - INFO - Epoch [45][440/3757] lr: 8.597e-02, eta: 3 days, 18:08:25, time: 0.569, data_time: 0.005, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4891, loss_cls: 3.6171, loss: 3.6171, grad_norm: 2.1544 2020-07-25 02:19:56,508 - mmaction - INFO - Epoch [45][460/3757] lr: 8.597e-02, eta: 3 days, 18:07:54, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2078, top5_acc: 0.4492, loss_cls: 3.6870, loss: 3.6870, grad_norm: 2.1917 2020-07-25 02:20:07,891 - mmaction - INFO - Epoch [45][480/3757] lr: 8.597e-02, eta: 3 days, 18:07:21, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2047, top5_acc: 0.4437, loss_cls: 3.6974, loss: 3.6974, grad_norm: 2.1502 2020-07-25 02:20:19,357 - mmaction - INFO - Epoch [45][500/3757] lr: 8.597e-02, eta: 3 days, 18:06:50, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4453, loss_cls: 3.7530, loss: 3.7530, grad_norm: 2.1693 2020-07-25 02:20:30,702 - mmaction - INFO - Epoch [45][520/3757] lr: 8.597e-02, eta: 3 days, 18:06:17, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4531, loss_cls: 3.6940, loss: 3.6940, grad_norm: 2.0640 2020-07-25 02:20:42,178 - mmaction - INFO - Epoch [45][540/3757] lr: 8.597e-02, eta: 3 days, 18:05:46, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4789, loss_cls: 3.6653, loss: 3.6653, grad_norm: 2.1634 2020-07-25 02:20:53,626 - mmaction - INFO - Epoch [45][560/3757] lr: 8.597e-02, eta: 3 days, 18:05:14, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4477, loss_cls: 3.6874, loss: 3.6874, grad_norm: 2.1363 2020-07-25 02:21:05,083 - mmaction - INFO - Epoch [45][580/3757] lr: 8.597e-02, eta: 3 days, 18:04:43, time: 0.573, data_time: 0.009, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4844, loss_cls: 3.6025, loss: 3.6025, grad_norm: 2.1035 2020-07-25 02:21:16,537 - mmaction - INFO - Epoch [45][600/3757] lr: 8.597e-02, eta: 3 days, 18:04:12, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2062, top5_acc: 0.4398, loss_cls: 3.7873, loss: 3.7873, grad_norm: 2.1437 2020-07-25 02:21:27,962 - mmaction - INFO - Epoch [45][620/3757] lr: 8.597e-02, eta: 3 days, 18:03:40, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4508, loss_cls: 3.7090, loss: 3.7090, grad_norm: 2.1256 2020-07-25 02:21:39,313 - mmaction - INFO - Epoch [45][640/3757] lr: 8.597e-02, eta: 3 days, 18:03:07, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4437, loss_cls: 3.7907, loss: 3.7907, grad_norm: 2.0942 2020-07-25 02:21:50,687 - mmaction - INFO - Epoch [45][660/3757] lr: 8.597e-02, eta: 3 days, 18:02:35, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4727, loss_cls: 3.6756, loss: 3.6756, grad_norm: 2.0492 2020-07-25 02:22:02,079 - mmaction - INFO - Epoch [45][680/3757] lr: 8.597e-02, eta: 3 days, 18:02:03, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4406, loss_cls: 3.8192, loss: 3.8192, grad_norm: 2.1301 2020-07-25 02:22:13,481 - mmaction - INFO - Epoch [45][700/3757] lr: 8.597e-02, eta: 3 days, 18:01:31, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4672, loss_cls: 3.6456, loss: 3.6456, grad_norm: 2.1582 2020-07-25 02:22:24,860 - mmaction - INFO - Epoch [45][720/3757] lr: 8.597e-02, eta: 3 days, 18:00:59, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4516, loss_cls: 3.7446, loss: 3.7446, grad_norm: 2.1351 2020-07-25 02:22:36,321 - mmaction - INFO - Epoch [45][740/3757] lr: 8.597e-02, eta: 3 days, 18:00:27, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4461, loss_cls: 3.6288, loss: 3.6288, grad_norm: 2.1208 2020-07-25 02:22:47,805 - mmaction - INFO - Epoch [45][760/3757] lr: 8.597e-02, eta: 3 days, 17:59:57, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4656, loss_cls: 3.6712, loss: 3.6712, grad_norm: 2.1484 2020-07-25 02:22:59,154 - mmaction - INFO - Epoch [45][780/3757] lr: 8.597e-02, eta: 3 days, 17:59:24, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4570, loss_cls: 3.6910, loss: 3.6910, grad_norm: 2.1761 2020-07-25 02:23:10,642 - mmaction - INFO - Epoch [45][800/3757] lr: 8.597e-02, eta: 3 days, 17:58:54, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4703, loss_cls: 3.6513, loss: 3.6513, grad_norm: 2.1755 2020-07-25 02:23:22,146 - mmaction - INFO - Epoch [45][820/3757] lr: 8.597e-02, eta: 3 days, 17:58:23, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4508, loss_cls: 3.6870, loss: 3.6870, grad_norm: 2.2155 2020-07-25 02:23:33,613 - mmaction - INFO - Epoch [45][840/3757] lr: 8.597e-02, eta: 3 days, 17:57:52, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2031, top5_acc: 0.4383, loss_cls: 3.8088, loss: 3.8088, grad_norm: 2.1911 2020-07-25 02:23:45,058 - mmaction - INFO - Epoch [45][860/3757] lr: 8.597e-02, eta: 3 days, 17:57:21, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4688, loss_cls: 3.7163, loss: 3.7163, grad_norm: 2.0994 2020-07-25 02:23:56,540 - mmaction - INFO - Epoch [45][880/3757] lr: 8.597e-02, eta: 3 days, 17:56:51, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4594, loss_cls: 3.6399, loss: 3.6399, grad_norm: 2.0504 2020-07-25 02:24:07,855 - mmaction - INFO - Epoch [45][900/3757] lr: 8.597e-02, eta: 3 days, 17:56:18, time: 0.566, data_time: 0.001, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4805, loss_cls: 3.7033, loss: 3.7033, grad_norm: 2.1112 2020-07-25 02:24:19,336 - mmaction - INFO - Epoch [45][920/3757] lr: 8.597e-02, eta: 3 days, 17:55:47, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4578, loss_cls: 3.6985, loss: 3.6985, grad_norm: 2.1726 2020-07-25 02:24:30,796 - mmaction - INFO - Epoch [45][940/3757] lr: 8.597e-02, eta: 3 days, 17:55:16, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4742, loss_cls: 3.6651, loss: 3.6651, grad_norm: 2.1583 2020-07-25 02:24:42,202 - mmaction - INFO - Epoch [45][960/3757] lr: 8.597e-02, eta: 3 days, 17:54:45, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4633, loss_cls: 3.6301, loss: 3.6301, grad_norm: 2.1006 2020-07-25 02:24:53,493 - mmaction - INFO - Epoch [45][980/3757] lr: 8.597e-02, eta: 3 days, 17:54:11, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4500, loss_cls: 3.7082, loss: 3.7082, grad_norm: 2.1027 2020-07-25 02:25:04,968 - mmaction - INFO - Epoch [45][1000/3757] lr: 8.597e-02, eta: 3 days, 17:53:41, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4578, loss_cls: 3.7191, loss: 3.7191, grad_norm: 2.1612 2020-07-25 02:25:16,480 - mmaction - INFO - Epoch [45][1020/3757] lr: 8.597e-02, eta: 3 days, 17:53:11, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2094, top5_acc: 0.4617, loss_cls: 3.7228, loss: 3.7228, grad_norm: 2.1537 2020-07-25 02:25:27,912 - mmaction - INFO - Epoch [45][1040/3757] lr: 8.597e-02, eta: 3 days, 17:52:40, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4437, loss_cls: 3.7428, loss: 3.7428, grad_norm: 2.0678 2020-07-25 02:25:39,392 - mmaction - INFO - Epoch [45][1060/3757] lr: 8.597e-02, eta: 3 days, 17:52:09, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4586, loss_cls: 3.7130, loss: 3.7130, grad_norm: 2.0740 2020-07-25 02:25:50,807 - mmaction - INFO - Epoch [45][1080/3757] lr: 8.597e-02, eta: 3 days, 17:51:38, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4539, loss_cls: 3.7297, loss: 3.7297, grad_norm: 2.1189 2020-07-25 02:26:02,146 - mmaction - INFO - Epoch [45][1100/3757] lr: 8.597e-02, eta: 3 days, 17:51:06, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4594, loss_cls: 3.6931, loss: 3.6931, grad_norm: 2.1431 2020-07-25 02:26:13,626 - mmaction - INFO - Epoch [45][1120/3757] lr: 8.597e-02, eta: 3 days, 17:50:35, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4664, loss_cls: 3.6285, loss: 3.6285, grad_norm: 2.0691 2020-07-25 02:26:25,064 - mmaction - INFO - Epoch [45][1140/3757] lr: 8.597e-02, eta: 3 days, 17:50:04, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4727, loss_cls: 3.6288, loss: 3.6288, grad_norm: 2.2249 2020-07-25 02:26:36,510 - mmaction - INFO - Epoch [45][1160/3757] lr: 8.597e-02, eta: 3 days, 17:49:34, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4609, loss_cls: 3.7008, loss: 3.7008, grad_norm: 2.2112 2020-07-25 02:26:48,055 - mmaction - INFO - Epoch [45][1180/3757] lr: 8.597e-02, eta: 3 days, 17:49:04, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4602, loss_cls: 3.6837, loss: 3.6837, grad_norm: 2.0578 2020-07-25 02:26:59,447 - mmaction - INFO - Epoch [45][1200/3757] lr: 8.597e-02, eta: 3 days, 17:48:33, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4914, loss_cls: 3.5553, loss: 3.5553, grad_norm: 2.0545 2020-07-25 02:27:26,532 - mmaction - INFO - Epoch [45][1220/3757] lr: 8.597e-02, eta: 3 days, 17:51:50, time: 1.355, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4602, loss_cls: 3.7338, loss: 3.7338, grad_norm: 2.1627 2020-07-25 02:28:24,696 - mmaction - INFO - Epoch [45][1240/3757] lr: 8.597e-02, eta: 3 days, 18:02:38, time: 2.908, data_time: 0.502, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4773, loss_cls: 3.6421, loss: 3.6421, grad_norm: 2.1491 2020-07-25 02:28:50,953 - mmaction - INFO - Epoch [45][1260/3757] lr: 8.597e-02, eta: 3 days, 18:05:42, time: 1.313, data_time: 0.756, memory: 5232, top1_acc: 0.2070, top5_acc: 0.4289, loss_cls: 3.8352, loss: 3.8352, grad_norm: 2.2121 2020-07-25 02:29:24,143 - mmaction - INFO - Epoch [45][1280/3757] lr: 8.597e-02, eta: 3 days, 18:10:27, time: 1.659, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4523, loss_cls: 3.7120, loss: 3.7120, grad_norm: 2.0999 2020-07-25 02:29:35,556 - mmaction - INFO - Epoch [45][1300/3757] lr: 8.597e-02, eta: 3 days, 18:09:55, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4422, loss_cls: 3.7348, loss: 3.7348, grad_norm: 2.1473 2020-07-25 02:30:04,023 - mmaction - INFO - Epoch [45][1320/3757] lr: 8.597e-02, eta: 3 days, 18:13:30, time: 1.422, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4492, loss_cls: 3.7569, loss: 3.7569, grad_norm: 2.1061 2020-07-25 02:30:30,175 - mmaction - INFO - Epoch [45][1340/3757] lr: 8.597e-02, eta: 3 days, 18:16:32, time: 1.309, data_time: 0.002, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4516, loss_cls: 3.7121, loss: 3.7121, grad_norm: 2.1132 2020-07-25 02:30:43,114 - mmaction - INFO - Epoch [45][1360/3757] lr: 8.597e-02, eta: 3 days, 18:16:21, time: 0.646, data_time: 0.002, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4562, loss_cls: 3.6736, loss: 3.6736, grad_norm: 2.1648 2020-07-25 02:30:55,229 - mmaction - INFO - Epoch [45][1380/3757] lr: 8.597e-02, eta: 3 days, 18:16:00, time: 0.606, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4703, loss_cls: 3.7396, loss: 3.7396, grad_norm: 2.2000 2020-07-25 02:31:18,183 - mmaction - INFO - Epoch [45][1400/3757] lr: 8.597e-02, eta: 3 days, 18:18:14, time: 1.148, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4578, loss_cls: 3.6362, loss: 3.6362, grad_norm: 2.1460 2020-07-25 02:31:29,616 - mmaction - INFO - Epoch [45][1420/3757] lr: 8.597e-02, eta: 3 days, 18:17:42, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2008, top5_acc: 0.4508, loss_cls: 3.7556, loss: 3.7556, grad_norm: 2.2183 2020-07-25 02:31:41,006 - mmaction - INFO - Epoch [45][1440/3757] lr: 8.597e-02, eta: 3 days, 18:17:10, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4844, loss_cls: 3.5335, loss: 3.5335, grad_norm: 2.0996 2020-07-25 02:32:00,599 - mmaction - INFO - Epoch [45][1460/3757] lr: 8.597e-02, eta: 3 days, 18:18:36, time: 0.980, data_time: 0.416, memory: 5232, top1_acc: 0.2094, top5_acc: 0.4414, loss_cls: 3.7748, loss: 3.7748, grad_norm: 2.1370 2020-07-25 02:32:18,072 - mmaction - INFO - Epoch [45][1480/3757] lr: 8.597e-02, eta: 3 days, 18:19:31, time: 0.873, data_time: 0.311, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4602, loss_cls: 3.6637, loss: 3.6637, grad_norm: 2.1034 2020-07-25 02:32:40,754 - mmaction - INFO - Epoch [45][1500/3757] lr: 8.597e-02, eta: 3 days, 18:21:41, time: 1.134, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4695, loss_cls: 3.7258, loss: 3.7258, grad_norm: 2.1369 2020-07-25 02:33:02,710 - mmaction - INFO - Epoch [45][1520/3757] lr: 8.597e-02, eta: 3 days, 18:23:41, time: 1.098, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4469, loss_cls: 3.7375, loss: 3.7375, grad_norm: 2.0907 2020-07-25 02:33:14,112 - mmaction - INFO - Epoch [45][1540/3757] lr: 8.597e-02, eta: 3 days, 18:23:08, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4555, loss_cls: 3.7497, loss: 3.7497, grad_norm: 2.1693 2020-07-25 02:33:30,969 - mmaction - INFO - Epoch [45][1560/3757] lr: 8.597e-02, eta: 3 days, 18:23:54, time: 0.843, data_time: 0.274, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4648, loss_cls: 3.7547, loss: 3.7547, grad_norm: 2.1959 2020-07-25 02:33:48,872 - mmaction - INFO - Epoch [45][1580/3757] lr: 8.597e-02, eta: 3 days, 18:24:55, time: 0.895, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4531, loss_cls: 3.7367, loss: 3.7367, grad_norm: 2.0832 2020-07-25 02:34:00,496 - mmaction - INFO - Epoch [45][1600/3757] lr: 8.597e-02, eta: 3 days, 18:24:26, time: 0.581, data_time: 0.003, memory: 5232, top1_acc: 0.2086, top5_acc: 0.4406, loss_cls: 3.8079, loss: 3.8079, grad_norm: 2.1020 2020-07-25 02:34:21,421 - mmaction - INFO - Epoch [45][1620/3757] lr: 8.597e-02, eta: 3 days, 18:26:10, time: 1.047, data_time: 0.003, memory: 5232, top1_acc: 0.2062, top5_acc: 0.4406, loss_cls: 3.7439, loss: 3.7439, grad_norm: 2.0967 2020-07-25 02:34:39,787 - mmaction - INFO - Epoch [45][1640/3757] lr: 8.597e-02, eta: 3 days, 18:27:18, time: 0.918, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4641, loss_cls: 3.6675, loss: 3.6675, grad_norm: 2.1474 2020-07-25 02:34:51,354 - mmaction - INFO - Epoch [45][1660/3757] lr: 8.597e-02, eta: 3 days, 18:26:48, time: 0.578, data_time: 0.004, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4578, loss_cls: 3.7116, loss: 3.7116, grad_norm: 2.1262 2020-07-25 02:35:02,814 - mmaction - INFO - Epoch [45][1680/3757] lr: 8.597e-02, eta: 3 days, 18:26:16, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4586, loss_cls: 3.6916, loss: 3.6916, grad_norm: 2.1040 2020-07-25 02:35:21,535 - mmaction - INFO - Epoch [45][1700/3757] lr: 8.597e-02, eta: 3 days, 18:27:28, time: 0.936, data_time: 0.001, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4789, loss_cls: 3.6537, loss: 3.6537, grad_norm: 2.1489 2020-07-25 02:35:32,897 - mmaction - INFO - Epoch [45][1720/3757] lr: 8.597e-02, eta: 3 days, 18:26:55, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2070, top5_acc: 0.4469, loss_cls: 3.7566, loss: 3.7566, grad_norm: 2.0945 2020-07-25 02:35:44,354 - mmaction - INFO - Epoch [45][1740/3757] lr: 8.597e-02, eta: 3 days, 18:26:23, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4695, loss_cls: 3.6356, loss: 3.6356, grad_norm: 2.1538 2020-07-25 02:35:55,816 - mmaction - INFO - Epoch [45][1760/3757] lr: 8.597e-02, eta: 3 days, 18:25:51, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4539, loss_cls: 3.7324, loss: 3.7324, grad_norm: 2.0914 2020-07-25 02:36:07,207 - mmaction - INFO - Epoch [45][1780/3757] lr: 8.597e-02, eta: 3 days, 18:25:18, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4516, loss_cls: 3.6867, loss: 3.6867, grad_norm: 2.1603 2020-07-25 02:36:18,614 - mmaction - INFO - Epoch [45][1800/3757] lr: 8.597e-02, eta: 3 days, 18:24:46, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4437, loss_cls: 3.7354, loss: 3.7354, grad_norm: 2.0994 2020-07-25 02:36:29,936 - mmaction - INFO - Epoch [45][1820/3757] lr: 8.597e-02, eta: 3 days, 18:24:12, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4562, loss_cls: 3.6477, loss: 3.6477, grad_norm: 2.0779 2020-07-25 02:36:41,255 - mmaction - INFO - Epoch [45][1840/3757] lr: 8.597e-02, eta: 3 days, 18:23:38, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4766, loss_cls: 3.6091, loss: 3.6091, grad_norm: 2.1347 2020-07-25 02:36:52,852 - mmaction - INFO - Epoch [45][1860/3757] lr: 8.597e-02, eta: 3 days, 18:23:09, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4688, loss_cls: 3.6255, loss: 3.6255, grad_norm: 2.1391 2020-07-25 02:37:04,243 - mmaction - INFO - Epoch [45][1880/3757] lr: 8.597e-02, eta: 3 days, 18:22:36, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4672, loss_cls: 3.6427, loss: 3.6427, grad_norm: 2.1577 2020-07-25 02:37:15,767 - mmaction - INFO - Epoch [45][1900/3757] lr: 8.597e-02, eta: 3 days, 18:22:05, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4531, loss_cls: 3.6643, loss: 3.6643, grad_norm: 2.1383 2020-07-25 02:37:27,238 - mmaction - INFO - Epoch [45][1920/3757] lr: 8.597e-02, eta: 3 days, 18:21:34, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4570, loss_cls: 3.6514, loss: 3.6514, grad_norm: 2.1641 2020-07-25 02:37:38,572 - mmaction - INFO - Epoch [45][1940/3757] lr: 8.597e-02, eta: 3 days, 18:21:00, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4680, loss_cls: 3.6654, loss: 3.6654, grad_norm: 2.1131 2020-07-25 02:37:50,085 - mmaction - INFO - Epoch [45][1960/3757] lr: 8.597e-02, eta: 3 days, 18:20:30, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2062, top5_acc: 0.4555, loss_cls: 3.7496, loss: 3.7496, grad_norm: 2.1439 2020-07-25 02:38:01,605 - mmaction - INFO - Epoch [45][1980/3757] lr: 8.597e-02, eta: 3 days, 18:19:59, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4578, loss_cls: 3.7121, loss: 3.7121, grad_norm: 2.1305 2020-07-25 02:38:13,034 - mmaction - INFO - Epoch [45][2000/3757] lr: 8.597e-02, eta: 3 days, 18:19:27, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4375, loss_cls: 3.7413, loss: 3.7413, grad_norm: 2.0516 2020-07-25 02:38:24,465 - mmaction - INFO - Epoch [45][2020/3757] lr: 8.597e-02, eta: 3 days, 18:18:55, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4609, loss_cls: 3.6713, loss: 3.6713, grad_norm: 2.0786 2020-07-25 02:38:35,963 - mmaction - INFO - Epoch [45][2040/3757] lr: 8.597e-02, eta: 3 days, 18:18:24, time: 0.574, data_time: 0.007, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4508, loss_cls: 3.7479, loss: 3.7479, grad_norm: 2.1781 2020-07-25 02:38:47,368 - mmaction - INFO - Epoch [45][2060/3757] lr: 8.597e-02, eta: 3 days, 18:17:52, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2094, top5_acc: 0.4242, loss_cls: 3.8237, loss: 3.8237, grad_norm: 2.1252 2020-07-25 02:38:58,810 - mmaction - INFO - Epoch [45][2080/3757] lr: 8.597e-02, eta: 3 days, 18:17:20, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4430, loss_cls: 3.6765, loss: 3.6765, grad_norm: 2.0486 2020-07-25 02:39:10,193 - mmaction - INFO - Epoch [45][2100/3757] lr: 8.597e-02, eta: 3 days, 18:16:48, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4602, loss_cls: 3.6918, loss: 3.6918, grad_norm: 2.0817 2020-07-25 02:39:21,671 - mmaction - INFO - Epoch [45][2120/3757] lr: 8.597e-02, eta: 3 days, 18:16:17, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4813, loss_cls: 3.6525, loss: 3.6525, grad_norm: 2.1853 2020-07-25 02:39:33,084 - mmaction - INFO - Epoch [45][2140/3757] lr: 8.597e-02, eta: 3 days, 18:15:44, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4281, loss_cls: 3.8059, loss: 3.8059, grad_norm: 2.1453 2020-07-25 02:39:44,552 - mmaction - INFO - Epoch [45][2160/3757] lr: 8.597e-02, eta: 3 days, 18:15:13, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2023, top5_acc: 0.4406, loss_cls: 3.7538, loss: 3.7538, grad_norm: 2.0933 2020-07-25 02:39:56,009 - mmaction - INFO - Epoch [45][2180/3757] lr: 8.597e-02, eta: 3 days, 18:14:42, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4508, loss_cls: 3.7198, loss: 3.7198, grad_norm: 2.0544 2020-07-25 02:40:07,359 - mmaction - INFO - Epoch [45][2200/3757] lr: 8.597e-02, eta: 3 days, 18:14:09, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2086, top5_acc: 0.4617, loss_cls: 3.7148, loss: 3.7148, grad_norm: 2.0896 2020-07-25 02:40:18,720 - mmaction - INFO - Epoch [45][2220/3757] lr: 8.597e-02, eta: 3 days, 18:13:36, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4594, loss_cls: 3.7006, loss: 3.7006, grad_norm: 2.1350 2020-07-25 02:40:30,179 - mmaction - INFO - Epoch [45][2240/3757] lr: 8.597e-02, eta: 3 days, 18:13:05, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4594, loss_cls: 3.7218, loss: 3.7218, grad_norm: 2.0564 2020-07-25 02:40:41,713 - mmaction - INFO - Epoch [45][2260/3757] lr: 8.597e-02, eta: 3 days, 18:12:35, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4547, loss_cls: 3.6754, loss: 3.6754, grad_norm: 2.0441 2020-07-25 02:40:53,184 - mmaction - INFO - Epoch [45][2280/3757] lr: 8.597e-02, eta: 3 days, 18:12:04, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4656, loss_cls: 3.6715, loss: 3.6715, grad_norm: 2.1266 2020-07-25 02:41:04,630 - mmaction - INFO - Epoch [45][2300/3757] lr: 8.597e-02, eta: 3 days, 18:11:33, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4555, loss_cls: 3.6994, loss: 3.6994, grad_norm: 2.1749 2020-07-25 02:41:16,239 - mmaction - INFO - Epoch [45][2320/3757] lr: 8.597e-02, eta: 3 days, 18:11:04, time: 0.581, data_time: 0.014, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4578, loss_cls: 3.7066, loss: 3.7066, grad_norm: 2.0973 2020-07-25 02:41:27,766 - mmaction - INFO - Epoch [45][2340/3757] lr: 8.597e-02, eta: 3 days, 18:10:33, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4680, loss_cls: 3.6212, loss: 3.6212, grad_norm: 2.1155 2020-07-25 02:41:39,167 - mmaction - INFO - Epoch [45][2360/3757] lr: 8.597e-02, eta: 3 days, 18:10:01, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4742, loss_cls: 3.5824, loss: 3.5824, grad_norm: 2.2016 2020-07-25 02:41:50,654 - mmaction - INFO - Epoch [45][2380/3757] lr: 8.597e-02, eta: 3 days, 18:09:31, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4680, loss_cls: 3.6528, loss: 3.6528, grad_norm: 2.2142 2020-07-25 02:42:02,043 - mmaction - INFO - Epoch [45][2400/3757] lr: 8.597e-02, eta: 3 days, 18:08:59, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4859, loss_cls: 3.6147, loss: 3.6147, grad_norm: 2.0972 2020-07-25 02:42:13,456 - mmaction - INFO - Epoch [45][2420/3757] lr: 8.597e-02, eta: 3 days, 18:08:27, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4641, loss_cls: 3.7293, loss: 3.7293, grad_norm: 2.1889 2020-07-25 02:42:24,901 - mmaction - INFO - Epoch [45][2440/3757] lr: 8.597e-02, eta: 3 days, 18:07:56, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4656, loss_cls: 3.6931, loss: 3.6931, grad_norm: 2.1672 2020-07-25 02:42:36,384 - mmaction - INFO - Epoch [45][2460/3757] lr: 8.597e-02, eta: 3 days, 18:07:25, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4313, loss_cls: 3.7509, loss: 3.7509, grad_norm: 2.0841 2020-07-25 02:42:47,833 - mmaction - INFO - Epoch [45][2480/3757] lr: 8.597e-02, eta: 3 days, 18:06:54, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4344, loss_cls: 3.7254, loss: 3.7254, grad_norm: 2.1347 2020-07-25 02:42:59,259 - mmaction - INFO - Epoch [45][2500/3757] lr: 8.597e-02, eta: 3 days, 18:06:22, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4359, loss_cls: 3.8109, loss: 3.8109, grad_norm: 2.0778 2020-07-25 02:43:10,714 - mmaction - INFO - Epoch [45][2520/3757] lr: 8.597e-02, eta: 3 days, 18:05:51, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4625, loss_cls: 3.6081, loss: 3.6081, grad_norm: 2.1102 2020-07-25 02:43:22,137 - mmaction - INFO - Epoch [45][2540/3757] lr: 8.597e-02, eta: 3 days, 18:05:20, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4531, loss_cls: 3.6997, loss: 3.6997, grad_norm: 2.1300 2020-07-25 02:43:33,552 - mmaction - INFO - Epoch [45][2560/3757] lr: 8.597e-02, eta: 3 days, 18:04:48, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4602, loss_cls: 3.6994, loss: 3.6994, grad_norm: 2.0882 2020-07-25 02:43:44,949 - mmaction - INFO - Epoch [45][2580/3757] lr: 8.597e-02, eta: 3 days, 18:04:16, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4805, loss_cls: 3.6139, loss: 3.6139, grad_norm: 2.1873 2020-07-25 02:43:56,306 - mmaction - INFO - Epoch [45][2600/3757] lr: 8.597e-02, eta: 3 days, 18:03:44, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4633, loss_cls: 3.6948, loss: 3.6948, grad_norm: 2.1711 2020-07-25 02:44:07,738 - mmaction - INFO - Epoch [45][2620/3757] lr: 8.597e-02, eta: 3 days, 18:03:13, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4625, loss_cls: 3.6811, loss: 3.6811, grad_norm: 2.1473 2020-07-25 02:44:19,210 - mmaction - INFO - Epoch [45][2640/3757] lr: 8.597e-02, eta: 3 days, 18:02:42, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.1961, top5_acc: 0.4516, loss_cls: 3.7778, loss: 3.7778, grad_norm: 2.1116 2020-07-25 02:44:30,626 - mmaction - INFO - Epoch [45][2660/3757] lr: 8.597e-02, eta: 3 days, 18:02:11, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4469, loss_cls: 3.7322, loss: 3.7322, grad_norm: 2.1005 2020-07-25 02:44:42,051 - mmaction - INFO - Epoch [45][2680/3757] lr: 8.597e-02, eta: 3 days, 18:01:40, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4422, loss_cls: 3.7778, loss: 3.7778, grad_norm: 2.1548 2020-07-25 02:44:53,467 - mmaction - INFO - Epoch [45][2700/3757] lr: 8.597e-02, eta: 3 days, 18:01:08, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.1984, top5_acc: 0.4305, loss_cls: 3.8440, loss: 3.8440, grad_norm: 2.1206 2020-07-25 02:45:04,877 - mmaction - INFO - Epoch [45][2720/3757] lr: 8.597e-02, eta: 3 days, 18:00:37, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4469, loss_cls: 3.7866, loss: 3.7866, grad_norm: 2.1628 2020-07-25 02:45:16,423 - mmaction - INFO - Epoch [45][2740/3757] lr: 8.597e-02, eta: 3 days, 18:00:07, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4641, loss_cls: 3.7377, loss: 3.7377, grad_norm: 2.0820 2020-07-25 02:45:27,724 - mmaction - INFO - Epoch [45][2760/3757] lr: 8.597e-02, eta: 3 days, 17:59:35, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4469, loss_cls: 3.7481, loss: 3.7481, grad_norm: 2.0884 2020-07-25 02:45:39,151 - mmaction - INFO - Epoch [45][2780/3757] lr: 8.597e-02, eta: 3 days, 17:59:03, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4500, loss_cls: 3.7418, loss: 3.7418, grad_norm: 2.1588 2020-07-25 02:45:50,573 - mmaction - INFO - Epoch [45][2800/3757] lr: 8.597e-02, eta: 3 days, 17:58:32, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4570, loss_cls: 3.7208, loss: 3.7208, grad_norm: 2.1220 2020-07-25 02:46:01,987 - mmaction - INFO - Epoch [45][2820/3757] lr: 8.597e-02, eta: 3 days, 17:58:01, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4430, loss_cls: 3.7458, loss: 3.7458, grad_norm: 2.1503 2020-07-25 02:46:13,387 - mmaction - INFO - Epoch [45][2840/3757] lr: 8.597e-02, eta: 3 days, 17:57:29, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4445, loss_cls: 3.7046, loss: 3.7046, grad_norm: 2.1781 2020-07-25 02:46:24,782 - mmaction - INFO - Epoch [45][2860/3757] lr: 8.597e-02, eta: 3 days, 17:56:58, time: 0.570, data_time: 0.009, memory: 5232, top1_acc: 0.1984, top5_acc: 0.4391, loss_cls: 3.8065, loss: 3.8065, grad_norm: 2.1253 2020-07-25 02:46:36,164 - mmaction - INFO - Epoch [45][2880/3757] lr: 8.597e-02, eta: 3 days, 17:56:26, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4711, loss_cls: 3.6717, loss: 3.6717, grad_norm: 2.0287 2020-07-25 02:46:47,591 - mmaction - INFO - Epoch [45][2900/3757] lr: 8.597e-02, eta: 3 days, 17:55:55, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4813, loss_cls: 3.6266, loss: 3.6266, grad_norm: 2.1438 2020-07-25 02:46:58,957 - mmaction - INFO - Epoch [45][2920/3757] lr: 8.597e-02, eta: 3 days, 17:55:23, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4430, loss_cls: 3.6868, loss: 3.6868, grad_norm: 2.2149 2020-07-25 02:47:10,360 - mmaction - INFO - Epoch [45][2940/3757] lr: 8.597e-02, eta: 3 days, 17:54:52, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4867, loss_cls: 3.6613, loss: 3.6613, grad_norm: 2.1602 2020-07-25 02:47:21,756 - mmaction - INFO - Epoch [45][2960/3757] lr: 8.597e-02, eta: 3 days, 17:54:21, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2094, top5_acc: 0.4617, loss_cls: 3.7190, loss: 3.7190, grad_norm: 2.1769 2020-07-25 02:47:33,164 - mmaction - INFO - Epoch [45][2980/3757] lr: 8.597e-02, eta: 3 days, 17:53:50, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4664, loss_cls: 3.7352, loss: 3.7352, grad_norm: 2.1099 2020-07-25 02:47:44,636 - mmaction - INFO - Epoch [45][3000/3757] lr: 8.597e-02, eta: 3 days, 17:53:19, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2086, top5_acc: 0.4500, loss_cls: 3.7271, loss: 3.7271, grad_norm: 2.0829 2020-07-25 02:47:55,991 - mmaction - INFO - Epoch [45][3020/3757] lr: 8.597e-02, eta: 3 days, 17:52:48, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4586, loss_cls: 3.7156, loss: 3.7156, grad_norm: 2.0902 2020-07-25 02:48:07,410 - mmaction - INFO - Epoch [45][3040/3757] lr: 8.597e-02, eta: 3 days, 17:52:17, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4625, loss_cls: 3.6784, loss: 3.6784, grad_norm: 2.1358 2020-07-25 02:48:18,848 - mmaction - INFO - Epoch [45][3060/3757] lr: 8.597e-02, eta: 3 days, 17:51:46, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4484, loss_cls: 3.6849, loss: 3.6849, grad_norm: 2.1326 2020-07-25 02:48:30,189 - mmaction - INFO - Epoch [45][3080/3757] lr: 8.597e-02, eta: 3 days, 17:51:14, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4727, loss_cls: 3.6396, loss: 3.6396, grad_norm: 2.1508 2020-07-25 02:48:41,657 - mmaction - INFO - Epoch [45][3100/3757] lr: 8.597e-02, eta: 3 days, 17:50:44, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4586, loss_cls: 3.7557, loss: 3.7557, grad_norm: 2.1523 2020-07-25 02:48:53,105 - mmaction - INFO - Epoch [45][3120/3757] lr: 8.597e-02, eta: 3 days, 17:50:13, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4656, loss_cls: 3.6417, loss: 3.6417, grad_norm: 2.1804 2020-07-25 02:49:04,531 - mmaction - INFO - Epoch [45][3140/3757] lr: 8.597e-02, eta: 3 days, 17:49:42, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4242, loss_cls: 3.8135, loss: 3.8135, grad_norm: 2.1646 2020-07-25 02:49:16,087 - mmaction - INFO - Epoch [45][3160/3757] lr: 8.597e-02, eta: 3 days, 17:49:14, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4586, loss_cls: 3.7607, loss: 3.7607, grad_norm: 2.0863 2020-07-25 02:49:27,616 - mmaction - INFO - Epoch [45][3180/3757] lr: 8.597e-02, eta: 3 days, 17:48:44, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4602, loss_cls: 3.7118, loss: 3.7118, grad_norm: 2.1204 2020-07-25 02:49:39,074 - mmaction - INFO - Epoch [45][3200/3757] lr: 8.597e-02, eta: 3 days, 17:48:14, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4664, loss_cls: 3.6730, loss: 3.6730, grad_norm: 2.0998 2020-07-25 02:49:50,586 - mmaction - INFO - Epoch [45][3220/3757] lr: 8.597e-02, eta: 3 days, 17:47:44, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.1961, top5_acc: 0.4313, loss_cls: 3.7907, loss: 3.7907, grad_norm: 2.1423 2020-07-25 02:50:02,034 - mmaction - INFO - Epoch [45][3240/3757] lr: 8.597e-02, eta: 3 days, 17:47:14, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4625, loss_cls: 3.6704, loss: 3.6704, grad_norm: 2.1174 2020-07-25 02:50:13,392 - mmaction - INFO - Epoch [45][3260/3757] lr: 8.597e-02, eta: 3 days, 17:46:43, time: 0.568, data_time: 0.001, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4375, loss_cls: 3.7509, loss: 3.7509, grad_norm: 2.1521 2020-07-25 02:50:25,106 - mmaction - INFO - Epoch [45][3280/3757] lr: 8.597e-02, eta: 3 days, 17:46:16, time: 0.585, data_time: 0.017, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4539, loss_cls: 3.6525, loss: 3.6525, grad_norm: 2.0913 2020-07-25 02:50:36,627 - mmaction - INFO - Epoch [45][3300/3757] lr: 8.597e-02, eta: 3 days, 17:45:47, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4648, loss_cls: 3.7442, loss: 3.7442, grad_norm: 2.1735 2020-07-25 02:50:48,023 - mmaction - INFO - Epoch [45][3320/3757] lr: 8.597e-02, eta: 3 days, 17:45:16, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4453, loss_cls: 3.7651, loss: 3.7651, grad_norm: 2.0977 2020-07-25 02:50:59,398 - mmaction - INFO - Epoch [45][3340/3757] lr: 8.597e-02, eta: 3 days, 17:44:44, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2039, top5_acc: 0.4398, loss_cls: 3.7839, loss: 3.7839, grad_norm: 2.1190 2020-07-25 02:51:10,753 - mmaction - INFO - Epoch [45][3360/3757] lr: 8.597e-02, eta: 3 days, 17:44:13, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4523, loss_cls: 3.6919, loss: 3.6919, grad_norm: 2.1377 2020-07-25 02:51:22,194 - mmaction - INFO - Epoch [45][3380/3757] lr: 8.597e-02, eta: 3 days, 17:43:43, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4328, loss_cls: 3.7825, loss: 3.7825, grad_norm: 2.0739 2020-07-25 02:51:33,726 - mmaction - INFO - Epoch [45][3400/3757] lr: 8.597e-02, eta: 3 days, 17:43:13, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2047, top5_acc: 0.4648, loss_cls: 3.7176, loss: 3.7176, grad_norm: 2.0941 2020-07-25 02:51:45,142 - mmaction - INFO - Epoch [45][3420/3757] lr: 8.597e-02, eta: 3 days, 17:42:43, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4828, loss_cls: 3.6430, loss: 3.6430, grad_norm: 2.1028 2020-07-25 02:51:56,707 - mmaction - INFO - Epoch [45][3440/3757] lr: 8.597e-02, eta: 3 days, 17:42:14, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4930, loss_cls: 3.5829, loss: 3.5829, grad_norm: 2.1553 2020-07-25 02:52:08,172 - mmaction - INFO - Epoch [45][3460/3757] lr: 8.597e-02, eta: 3 days, 17:41:44, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2070, top5_acc: 0.4437, loss_cls: 3.7667, loss: 3.7667, grad_norm: 2.1869 2020-07-25 02:52:19,585 - mmaction - INFO - Epoch [45][3480/3757] lr: 8.597e-02, eta: 3 days, 17:41:14, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4531, loss_cls: 3.7523, loss: 3.7523, grad_norm: 2.1132 2020-07-25 02:52:31,028 - mmaction - INFO - Epoch [45][3500/3757] lr: 8.597e-02, eta: 3 days, 17:40:44, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4594, loss_cls: 3.7221, loss: 3.7221, grad_norm: 2.1016 2020-07-25 02:52:42,385 - mmaction - INFO - Epoch [45][3520/3757] lr: 8.597e-02, eta: 3 days, 17:40:12, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4398, loss_cls: 3.7117, loss: 3.7117, grad_norm: 2.1103 2020-07-25 02:52:53,879 - mmaction - INFO - Epoch [45][3540/3757] lr: 8.597e-02, eta: 3 days, 17:39:43, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4484, loss_cls: 3.7300, loss: 3.7300, grad_norm: 2.1808 2020-07-25 02:53:05,369 - mmaction - INFO - Epoch [45][3560/3757] lr: 8.597e-02, eta: 3 days, 17:39:13, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4461, loss_cls: 3.7035, loss: 3.7035, grad_norm: 2.1217 2020-07-25 02:53:16,869 - mmaction - INFO - Epoch [45][3580/3757] lr: 8.597e-02, eta: 3 days, 17:38:44, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4680, loss_cls: 3.6195, loss: 3.6195, grad_norm: 2.1842 2020-07-25 02:53:28,362 - mmaction - INFO - Epoch [45][3600/3757] lr: 8.597e-02, eta: 3 days, 17:38:15, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2094, top5_acc: 0.4508, loss_cls: 3.7260, loss: 3.7260, grad_norm: 2.1729 2020-07-25 02:53:39,753 - mmaction - INFO - Epoch [45][3620/3757] lr: 8.597e-02, eta: 3 days, 17:37:44, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4258, loss_cls: 3.7794, loss: 3.7794, grad_norm: 2.0882 2020-07-25 02:53:51,253 - mmaction - INFO - Epoch [45][3640/3757] lr: 8.597e-02, eta: 3 days, 17:37:15, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4617, loss_cls: 3.6936, loss: 3.6936, grad_norm: 2.1957 2020-07-25 02:54:02,610 - mmaction - INFO - Epoch [45][3660/3757] lr: 8.597e-02, eta: 3 days, 17:36:44, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4648, loss_cls: 3.6889, loss: 3.6889, grad_norm: 2.1708 2020-07-25 02:54:14,018 - mmaction - INFO - Epoch [45][3680/3757] lr: 8.597e-02, eta: 3 days, 17:36:13, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2016, top5_acc: 0.4336, loss_cls: 3.8180, loss: 3.8180, grad_norm: 2.2005 2020-07-25 02:54:25,505 - mmaction - INFO - Epoch [45][3700/3757] lr: 8.597e-02, eta: 3 days, 17:35:44, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4500, loss_cls: 3.7416, loss: 3.7416, grad_norm: 2.2020 2020-07-25 02:54:36,989 - mmaction - INFO - Epoch [45][3720/3757] lr: 8.597e-02, eta: 3 days, 17:35:14, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4578, loss_cls: 3.6354, loss: 3.6354, grad_norm: 2.1539 2020-07-25 02:54:48,481 - mmaction - INFO - Epoch [45][3740/3757] lr: 8.597e-02, eta: 3 days, 17:34:45, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4508, loss_cls: 3.6913, loss: 3.6913, grad_norm: 2.1336 2020-07-25 02:55:04,720 - mmaction - INFO - Saving checkpoint at 45 epochs 2020-07-25 02:58:00,226 - mmaction - INFO - Epoch [46][20/3757] lr: 8.536e-02, eta: 3 days, 18:08:05, time: 8.674, data_time: 7.987, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4328, loss_cls: 3.7295, loss: 3.7295, grad_norm: 2.1024 2020-07-25 02:58:11,475 - mmaction - INFO - Epoch [46][40/3757] lr: 8.536e-02, eta: 3 days, 18:07:31, time: 0.562, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4492, loss_cls: 3.7357, loss: 3.7357, grad_norm: 2.1102 2020-07-25 02:58:22,887 - mmaction - INFO - Epoch [46][60/3757] lr: 8.536e-02, eta: 3 days, 18:07:00, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2062, top5_acc: 0.4406, loss_cls: 3.6995, loss: 3.6995, grad_norm: 2.1154 2020-07-25 02:58:34,228 - mmaction - INFO - Epoch [46][80/3757] lr: 8.536e-02, eta: 3 days, 18:06:27, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4734, loss_cls: 3.6015, loss: 3.6015, grad_norm: 2.1443 2020-07-25 02:58:45,557 - mmaction - INFO - Epoch [46][100/3757] lr: 8.536e-02, eta: 3 days, 18:05:55, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4539, loss_cls: 3.7938, loss: 3.7938, grad_norm: 2.1834 2020-07-25 02:58:56,920 - mmaction - INFO - Epoch [46][120/3757] lr: 8.536e-02, eta: 3 days, 18:05:23, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4703, loss_cls: 3.7100, loss: 3.7100, grad_norm: 2.0921 2020-07-25 02:59:08,275 - mmaction - INFO - Epoch [46][140/3757] lr: 8.536e-02, eta: 3 days, 18:04:51, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4594, loss_cls: 3.7398, loss: 3.7398, grad_norm: 2.1260 2020-07-25 02:59:19,640 - mmaction - INFO - Epoch [46][160/3757] lr: 8.536e-02, eta: 3 days, 18:04:19, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2102, top5_acc: 0.4508, loss_cls: 3.7456, loss: 3.7456, grad_norm: 2.1409 2020-07-25 02:59:31,177 - mmaction - INFO - Epoch [46][180/3757] lr: 8.536e-02, eta: 3 days, 18:03:49, time: 0.577, data_time: 0.013, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4672, loss_cls: 3.6908, loss: 3.6908, grad_norm: 2.1071 2020-07-25 02:59:42,527 - mmaction - INFO - Epoch [46][200/3757] lr: 8.536e-02, eta: 3 days, 18:03:17, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4609, loss_cls: 3.6835, loss: 3.6835, grad_norm: 2.1629 2020-07-25 02:59:53,952 - mmaction - INFO - Epoch [46][220/3757] lr: 8.536e-02, eta: 3 days, 18:02:46, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4789, loss_cls: 3.5858, loss: 3.5858, grad_norm: 2.1700 2020-07-25 03:00:12,389 - mmaction - INFO - Epoch [46][240/3757] lr: 8.536e-02, eta: 3 days, 18:03:47, time: 0.913, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4602, loss_cls: 3.6834, loss: 3.6834, grad_norm: 2.1655 2020-07-25 03:00:23,838 - mmaction - INFO - Epoch [46][260/3757] lr: 8.536e-02, eta: 3 days, 18:03:18, time: 0.581, data_time: 0.012, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4477, loss_cls: 3.6916, loss: 3.6916, grad_norm: 2.1342 2020-07-25 03:00:35,297 - mmaction - INFO - Epoch [46][280/3757] lr: 8.536e-02, eta: 3 days, 18:02:48, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4711, loss_cls: 3.6598, loss: 3.6598, grad_norm: 2.1631 2020-07-25 03:00:46,779 - mmaction - INFO - Epoch [46][300/3757] lr: 8.536e-02, eta: 3 days, 18:02:17, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2039, top5_acc: 0.4656, loss_cls: 3.6974, loss: 3.6974, grad_norm: 2.1541 2020-07-25 03:00:58,222 - mmaction - INFO - Epoch [46][320/3757] lr: 8.536e-02, eta: 3 days, 18:01:47, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4633, loss_cls: 3.6803, loss: 3.6803, grad_norm: 2.1668 2020-07-25 03:01:09,621 - mmaction - INFO - Epoch [46][340/3757] lr: 8.536e-02, eta: 3 days, 18:01:15, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4688, loss_cls: 3.6687, loss: 3.6687, grad_norm: 2.0659 2020-07-25 03:01:20,965 - mmaction - INFO - Epoch [46][360/3757] lr: 8.536e-02, eta: 3 days, 18:00:43, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4781, loss_cls: 3.6099, loss: 3.6099, grad_norm: 2.0955 2020-07-25 03:01:32,397 - mmaction - INFO - Epoch [46][380/3757] lr: 8.536e-02, eta: 3 days, 18:00:12, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4633, loss_cls: 3.6427, loss: 3.6427, grad_norm: 2.1284 2020-07-25 03:01:43,773 - mmaction - INFO - Epoch [46][400/3757] lr: 8.536e-02, eta: 3 days, 17:59:40, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4680, loss_cls: 3.6355, loss: 3.6355, grad_norm: 2.1360 2020-07-25 03:01:55,101 - mmaction - INFO - Epoch [46][420/3757] lr: 8.536e-02, eta: 3 days, 17:59:08, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2078, top5_acc: 0.4516, loss_cls: 3.7375, loss: 3.7375, grad_norm: 2.1816 2020-07-25 03:02:06,534 - mmaction - INFO - Epoch [46][440/3757] lr: 8.536e-02, eta: 3 days, 17:58:38, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4594, loss_cls: 3.6711, loss: 3.6711, grad_norm: 2.1442 2020-07-25 03:02:17,950 - mmaction - INFO - Epoch [46][460/3757] lr: 8.536e-02, eta: 3 days, 17:58:06, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4656, loss_cls: 3.6187, loss: 3.6187, grad_norm: 2.1322 2020-07-25 03:02:29,346 - mmaction - INFO - Epoch [46][480/3757] lr: 8.536e-02, eta: 3 days, 17:57:35, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2078, top5_acc: 0.4430, loss_cls: 3.7542, loss: 3.7542, grad_norm: 2.1324 2020-07-25 03:02:40,789 - mmaction - INFO - Epoch [46][500/3757] lr: 8.536e-02, eta: 3 days, 17:57:05, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4773, loss_cls: 3.5891, loss: 3.5891, grad_norm: 2.1439 2020-07-25 03:02:52,223 - mmaction - INFO - Epoch [46][520/3757] lr: 8.536e-02, eta: 3 days, 17:56:34, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4578, loss_cls: 3.7180, loss: 3.7180, grad_norm: 2.2005 2020-07-25 03:03:03,605 - mmaction - INFO - Epoch [46][540/3757] lr: 8.536e-02, eta: 3 days, 17:56:03, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4531, loss_cls: 3.6738, loss: 3.6738, grad_norm: 2.2122 2020-07-25 03:03:15,052 - mmaction - INFO - Epoch [46][560/3757] lr: 8.536e-02, eta: 3 days, 17:55:32, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4461, loss_cls: 3.7235, loss: 3.7235, grad_norm: 2.1696 2020-07-25 03:03:26,434 - mmaction - INFO - Epoch [46][580/3757] lr: 8.536e-02, eta: 3 days, 17:55:01, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2062, top5_acc: 0.4562, loss_cls: 3.6840, loss: 3.6840, grad_norm: 2.0980 2020-07-25 03:03:37,895 - mmaction - INFO - Epoch [46][600/3757] lr: 8.536e-02, eta: 3 days, 17:54:31, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4422, loss_cls: 3.8017, loss: 3.8017, grad_norm: 2.1332 2020-07-25 03:03:49,392 - mmaction - INFO - Epoch [46][620/3757] lr: 8.536e-02, eta: 3 days, 17:54:01, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2031, top5_acc: 0.4445, loss_cls: 3.7655, loss: 3.7655, grad_norm: 2.1322 2020-07-25 03:04:00,819 - mmaction - INFO - Epoch [46][640/3757] lr: 8.536e-02, eta: 3 days, 17:53:30, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4531, loss_cls: 3.7074, loss: 3.7074, grad_norm: 2.0562 2020-07-25 03:04:12,176 - mmaction - INFO - Epoch [46][660/3757] lr: 8.536e-02, eta: 3 days, 17:52:58, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4383, loss_cls: 3.6830, loss: 3.6830, grad_norm: 2.1265 2020-07-25 03:04:23,634 - mmaction - INFO - Epoch [46][680/3757] lr: 8.536e-02, eta: 3 days, 17:52:28, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4664, loss_cls: 3.6523, loss: 3.6523, grad_norm: 2.1715 2020-07-25 03:04:35,054 - mmaction - INFO - Epoch [46][700/3757] lr: 8.536e-02, eta: 3 days, 17:51:57, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4641, loss_cls: 3.7004, loss: 3.7004, grad_norm: 2.1438 2020-07-25 03:04:46,534 - mmaction - INFO - Epoch [46][720/3757] lr: 8.536e-02, eta: 3 days, 17:51:28, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4594, loss_cls: 3.6290, loss: 3.6290, grad_norm: 2.0905 2020-07-25 03:04:57,945 - mmaction - INFO - Epoch [46][740/3757] lr: 8.536e-02, eta: 3 days, 17:50:57, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4523, loss_cls: 3.6741, loss: 3.6741, grad_norm: 2.1952 2020-07-25 03:05:09,324 - mmaction - INFO - Epoch [46][760/3757] lr: 8.536e-02, eta: 3 days, 17:50:25, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4461, loss_cls: 3.7380, loss: 3.7380, grad_norm: 2.1570 2020-07-25 03:05:20,808 - mmaction - INFO - Epoch [46][780/3757] lr: 8.536e-02, eta: 3 days, 17:49:56, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4656, loss_cls: 3.6550, loss: 3.6550, grad_norm: 2.1469 2020-07-25 03:05:32,188 - mmaction - INFO - Epoch [46][800/3757] lr: 8.536e-02, eta: 3 days, 17:49:25, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4508, loss_cls: 3.7403, loss: 3.7403, grad_norm: 2.1520 2020-07-25 03:05:43,649 - mmaction - INFO - Epoch [46][820/3757] lr: 8.536e-02, eta: 3 days, 17:48:54, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4531, loss_cls: 3.7230, loss: 3.7230, grad_norm: 2.1415 2020-07-25 03:05:55,088 - mmaction - INFO - Epoch [46][840/3757] lr: 8.536e-02, eta: 3 days, 17:48:24, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4617, loss_cls: 3.6446, loss: 3.6446, grad_norm: 2.0630 2020-07-25 03:06:06,463 - mmaction - INFO - Epoch [46][860/3757] lr: 8.536e-02, eta: 3 days, 17:47:53, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.4813, loss_cls: 3.5911, loss: 3.5911, grad_norm: 2.1754 2020-07-25 03:06:17,941 - mmaction - INFO - Epoch [46][880/3757] lr: 8.536e-02, eta: 3 days, 17:47:23, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4594, loss_cls: 3.6847, loss: 3.6847, grad_norm: 2.1846 2020-07-25 03:06:29,269 - mmaction - INFO - Epoch [46][900/3757] lr: 8.536e-02, eta: 3 days, 17:46:51, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4844, loss_cls: 3.5925, loss: 3.5925, grad_norm: 2.1525 2020-07-25 03:06:40,679 - mmaction - INFO - Epoch [46][920/3757] lr: 8.536e-02, eta: 3 days, 17:46:21, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.1953, top5_acc: 0.4234, loss_cls: 3.8296, loss: 3.8296, grad_norm: 2.1277 2020-07-25 03:06:52,143 - mmaction - INFO - Epoch [46][940/3757] lr: 8.536e-02, eta: 3 days, 17:45:51, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4469, loss_cls: 3.7361, loss: 3.7361, grad_norm: 2.0881 2020-07-25 03:07:03,496 - mmaction - INFO - Epoch [46][960/3757] lr: 8.536e-02, eta: 3 days, 17:45:20, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4852, loss_cls: 3.6041, loss: 3.6041, grad_norm: 2.1345 2020-07-25 03:07:14,927 - mmaction - INFO - Epoch [46][980/3757] lr: 8.536e-02, eta: 3 days, 17:44:49, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2008, top5_acc: 0.4297, loss_cls: 3.7794, loss: 3.7794, grad_norm: 2.1860 2020-07-25 03:07:26,383 - mmaction - INFO - Epoch [46][1000/3757] lr: 8.536e-02, eta: 3 days, 17:44:19, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2008, top5_acc: 0.4609, loss_cls: 3.7008, loss: 3.7008, grad_norm: 2.1057 2020-07-25 03:07:37,780 - mmaction - INFO - Epoch [46][1020/3757] lr: 8.536e-02, eta: 3 days, 17:43:49, time: 0.569, data_time: 0.005, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4852, loss_cls: 3.5846, loss: 3.5846, grad_norm: 2.1833 2020-07-25 03:07:49,202 - mmaction - INFO - Epoch [46][1040/3757] lr: 8.536e-02, eta: 3 days, 17:43:18, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4570, loss_cls: 3.7238, loss: 3.7238, grad_norm: 2.2263 2020-07-25 03:08:00,677 - mmaction - INFO - Epoch [46][1060/3757] lr: 8.536e-02, eta: 3 days, 17:42:49, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2039, top5_acc: 0.4594, loss_cls: 3.7357, loss: 3.7357, grad_norm: 2.1990 2020-07-25 03:08:12,172 - mmaction - INFO - Epoch [46][1080/3757] lr: 8.536e-02, eta: 3 days, 17:42:19, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4773, loss_cls: 3.6336, loss: 3.6336, grad_norm: 2.1423 2020-07-25 03:08:23,622 - mmaction - INFO - Epoch [46][1100/3757] lr: 8.536e-02, eta: 3 days, 17:41:49, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4734, loss_cls: 3.5971, loss: 3.5971, grad_norm: 2.2059 2020-07-25 03:08:35,006 - mmaction - INFO - Epoch [46][1120/3757] lr: 8.536e-02, eta: 3 days, 17:41:19, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4680, loss_cls: 3.5586, loss: 3.5586, grad_norm: 2.1758 2020-07-25 03:08:46,363 - mmaction - INFO - Epoch [46][1140/3757] lr: 8.536e-02, eta: 3 days, 17:40:47, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4641, loss_cls: 3.6407, loss: 3.6407, grad_norm: 2.1772 2020-07-25 03:08:57,803 - mmaction - INFO - Epoch [46][1160/3757] lr: 8.536e-02, eta: 3 days, 17:40:18, time: 0.572, data_time: 0.006, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4609, loss_cls: 3.6900, loss: 3.6900, grad_norm: 2.1745 2020-07-25 03:09:09,263 - mmaction - INFO - Epoch [46][1180/3757] lr: 8.536e-02, eta: 3 days, 17:39:48, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4484, loss_cls: 3.7099, loss: 3.7099, grad_norm: 2.1006 2020-07-25 03:09:20,728 - mmaction - INFO - Epoch [46][1200/3757] lr: 8.536e-02, eta: 3 days, 17:39:18, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4750, loss_cls: 3.6534, loss: 3.6534, grad_norm: 2.1666 2020-07-25 03:09:32,105 - mmaction - INFO - Epoch [46][1220/3757] lr: 8.536e-02, eta: 3 days, 17:38:48, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4234, loss_cls: 3.8019, loss: 3.8019, grad_norm: 2.1782 2020-07-25 03:09:43,537 - mmaction - INFO - Epoch [46][1240/3757] lr: 8.536e-02, eta: 3 days, 17:38:17, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.1961, top5_acc: 0.4367, loss_cls: 3.8057, loss: 3.8057, grad_norm: 2.1420 2020-07-25 03:09:55,001 - mmaction - INFO - Epoch [46][1260/3757] lr: 8.536e-02, eta: 3 days, 17:37:48, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4648, loss_cls: 3.6743, loss: 3.6743, grad_norm: 2.1572 2020-07-25 03:10:06,411 - mmaction - INFO - Epoch [46][1280/3757] lr: 8.536e-02, eta: 3 days, 17:37:17, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2086, top5_acc: 0.4508, loss_cls: 3.7501, loss: 3.7501, grad_norm: 2.1486 2020-07-25 03:10:17,868 - mmaction - INFO - Epoch [46][1300/3757] lr: 8.536e-02, eta: 3 days, 17:36:48, time: 0.573, data_time: 0.007, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4414, loss_cls: 3.7142, loss: 3.7142, grad_norm: 2.0794 2020-07-25 03:10:29,318 - mmaction - INFO - Epoch [46][1320/3757] lr: 8.536e-02, eta: 3 days, 17:36:18, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2086, top5_acc: 0.4641, loss_cls: 3.7196, loss: 3.7196, grad_norm: 2.1585 2020-07-25 03:10:40,798 - mmaction - INFO - Epoch [46][1340/3757] lr: 8.536e-02, eta: 3 days, 17:35:49, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4766, loss_cls: 3.6457, loss: 3.6457, grad_norm: 2.1573 2020-07-25 03:10:52,298 - mmaction - INFO - Epoch [46][1360/3757] lr: 8.536e-02, eta: 3 days, 17:35:20, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4547, loss_cls: 3.6911, loss: 3.6911, grad_norm: 2.1132 2020-07-25 03:11:03,724 - mmaction - INFO - Epoch [46][1380/3757] lr: 8.536e-02, eta: 3 days, 17:34:50, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4680, loss_cls: 3.6971, loss: 3.6971, grad_norm: 2.2071 2020-07-25 03:11:15,177 - mmaction - INFO - Epoch [46][1400/3757] lr: 8.536e-02, eta: 3 days, 17:34:20, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4859, loss_cls: 3.6315, loss: 3.6315, grad_norm: 2.1757 2020-07-25 03:11:26,631 - mmaction - INFO - Epoch [46][1420/3757] lr: 8.536e-02, eta: 3 days, 17:33:51, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4531, loss_cls: 3.7620, loss: 3.7620, grad_norm: 2.1811 2020-07-25 03:11:38,033 - mmaction - INFO - Epoch [46][1440/3757] lr: 8.536e-02, eta: 3 days, 17:33:21, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4555, loss_cls: 3.6634, loss: 3.6634, grad_norm: 2.1609 2020-07-25 03:11:49,435 - mmaction - INFO - Epoch [46][1460/3757] lr: 8.536e-02, eta: 3 days, 17:32:50, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4859, loss_cls: 3.5249, loss: 3.5249, grad_norm: 2.1506 2020-07-25 03:12:00,807 - mmaction - INFO - Epoch [46][1480/3757] lr: 8.536e-02, eta: 3 days, 17:32:20, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4828, loss_cls: 3.6409, loss: 3.6409, grad_norm: 2.1422 2020-07-25 03:12:12,272 - mmaction - INFO - Epoch [46][1500/3757] lr: 8.536e-02, eta: 3 days, 17:31:50, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4633, loss_cls: 3.7147, loss: 3.7147, grad_norm: 2.2297 2020-07-25 03:12:23,754 - mmaction - INFO - Epoch [46][1520/3757] lr: 8.536e-02, eta: 3 days, 17:31:21, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4805, loss_cls: 3.6141, loss: 3.6141, grad_norm: 2.1663 2020-07-25 03:12:35,145 - mmaction - INFO - Epoch [46][1540/3757] lr: 8.536e-02, eta: 3 days, 17:30:51, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4805, loss_cls: 3.6335, loss: 3.6335, grad_norm: 2.1766 2020-07-25 03:12:46,691 - mmaction - INFO - Epoch [46][1560/3757] lr: 8.536e-02, eta: 3 days, 17:30:23, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4492, loss_cls: 3.6309, loss: 3.6309, grad_norm: 2.1032 2020-07-25 03:12:58,116 - mmaction - INFO - Epoch [46][1580/3757] lr: 8.536e-02, eta: 3 days, 17:29:53, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2078, top5_acc: 0.4625, loss_cls: 3.7068, loss: 3.7068, grad_norm: 2.2082 2020-07-25 03:13:09,574 - mmaction - INFO - Epoch [46][1600/3757] lr: 8.536e-02, eta: 3 days, 17:29:23, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4492, loss_cls: 3.7240, loss: 3.7240, grad_norm: 2.1555 2020-07-25 03:13:21,132 - mmaction - INFO - Epoch [46][1620/3757] lr: 8.536e-02, eta: 3 days, 17:28:55, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.1984, top5_acc: 0.4391, loss_cls: 3.7293, loss: 3.7293, grad_norm: 2.1518 2020-07-25 03:13:32,473 - mmaction - INFO - Epoch [46][1640/3757] lr: 8.536e-02, eta: 3 days, 17:28:25, time: 0.567, data_time: 0.001, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4648, loss_cls: 3.6771, loss: 3.6771, grad_norm: 2.1471 2020-07-25 03:13:43,937 - mmaction - INFO - Epoch [46][1660/3757] lr: 8.536e-02, eta: 3 days, 17:27:55, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4742, loss_cls: 3.6581, loss: 3.6581, grad_norm: 2.0949 2020-07-25 03:13:55,417 - mmaction - INFO - Epoch [46][1680/3757] lr: 8.536e-02, eta: 3 days, 17:27:27, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4445, loss_cls: 3.7653, loss: 3.7653, grad_norm: 2.1526 2020-07-25 03:14:06,869 - mmaction - INFO - Epoch [46][1700/3757] lr: 8.536e-02, eta: 3 days, 17:26:57, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4688, loss_cls: 3.7216, loss: 3.7216, grad_norm: 2.1254 2020-07-25 03:14:18,401 - mmaction - INFO - Epoch [46][1720/3757] lr: 8.536e-02, eta: 3 days, 17:26:29, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4742, loss_cls: 3.6446, loss: 3.6446, grad_norm: 2.1656 2020-07-25 03:14:29,763 - mmaction - INFO - Epoch [46][1740/3757] lr: 8.536e-02, eta: 3 days, 17:25:58, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4586, loss_cls: 3.7440, loss: 3.7440, grad_norm: 2.1231 2020-07-25 03:14:41,213 - mmaction - INFO - Epoch [46][1760/3757] lr: 8.536e-02, eta: 3 days, 17:25:29, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2102, top5_acc: 0.4562, loss_cls: 3.7293, loss: 3.7293, grad_norm: 2.1667 2020-07-25 03:14:52,636 - mmaction - INFO - Epoch [46][1780/3757] lr: 8.536e-02, eta: 3 days, 17:24:59, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4617, loss_cls: 3.7314, loss: 3.7314, grad_norm: 2.1613 2020-07-25 03:15:04,058 - mmaction - INFO - Epoch [46][1800/3757] lr: 8.536e-02, eta: 3 days, 17:24:30, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4734, loss_cls: 3.6360, loss: 3.6360, grad_norm: 2.1057 2020-07-25 03:15:15,505 - mmaction - INFO - Epoch [46][1820/3757] lr: 8.536e-02, eta: 3 days, 17:24:00, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4500, loss_cls: 3.7509, loss: 3.7509, grad_norm: 2.1370 2020-07-25 03:15:26,965 - mmaction - INFO - Epoch [46][1840/3757] lr: 8.536e-02, eta: 3 days, 17:23:31, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4562, loss_cls: 3.6340, loss: 3.6340, grad_norm: 2.0984 2020-07-25 03:15:38,439 - mmaction - INFO - Epoch [46][1860/3757] lr: 8.536e-02, eta: 3 days, 17:23:02, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4711, loss_cls: 3.6326, loss: 3.6326, grad_norm: 2.1615 2020-07-25 03:15:49,826 - mmaction - INFO - Epoch [46][1880/3757] lr: 8.536e-02, eta: 3 days, 17:22:32, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4742, loss_cls: 3.6647, loss: 3.6647, grad_norm: 2.1659 2020-07-25 03:16:01,232 - mmaction - INFO - Epoch [46][1900/3757] lr: 8.536e-02, eta: 3 days, 17:22:03, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4766, loss_cls: 3.6335, loss: 3.6335, grad_norm: 2.1618 2020-07-25 03:16:12,624 - mmaction - INFO - Epoch [46][1920/3757] lr: 8.536e-02, eta: 3 days, 17:21:33, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4500, loss_cls: 3.7516, loss: 3.7516, grad_norm: 2.1888 2020-07-25 03:16:24,005 - mmaction - INFO - Epoch [46][1940/3757] lr: 8.536e-02, eta: 3 days, 17:21:03, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4398, loss_cls: 3.7374, loss: 3.7374, grad_norm: 2.1279 2020-07-25 03:16:35,417 - mmaction - INFO - Epoch [46][1960/3757] lr: 8.536e-02, eta: 3 days, 17:20:33, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4625, loss_cls: 3.6985, loss: 3.6985, grad_norm: 2.0665 2020-07-25 03:16:46,803 - mmaction - INFO - Epoch [46][1980/3757] lr: 8.536e-02, eta: 3 days, 17:20:03, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2086, top5_acc: 0.4539, loss_cls: 3.7409, loss: 3.7409, grad_norm: 2.1283 2020-07-25 03:16:58,203 - mmaction - INFO - Epoch [46][2000/3757] lr: 8.536e-02, eta: 3 days, 17:19:34, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4813, loss_cls: 3.6544, loss: 3.6544, grad_norm: 2.1418 2020-07-25 03:17:09,576 - mmaction - INFO - Epoch [46][2020/3757] lr: 8.536e-02, eta: 3 days, 17:19:03, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4609, loss_cls: 3.7068, loss: 3.7068, grad_norm: 2.1060 2020-07-25 03:17:21,024 - mmaction - INFO - Epoch [46][2040/3757] lr: 8.536e-02, eta: 3 days, 17:18:34, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.1969, top5_acc: 0.4688, loss_cls: 3.7001, loss: 3.7001, grad_norm: 2.1352 2020-07-25 03:17:32,399 - mmaction - INFO - Epoch [46][2060/3757] lr: 8.536e-02, eta: 3 days, 17:18:04, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2008, top5_acc: 0.4750, loss_cls: 3.6936, loss: 3.6936, grad_norm: 2.1813 2020-07-25 03:17:43,920 - mmaction - INFO - Epoch [46][2080/3757] lr: 8.536e-02, eta: 3 days, 17:17:36, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2031, top5_acc: 0.4383, loss_cls: 3.7711, loss: 3.7711, grad_norm: 2.1880 2020-07-25 03:17:55,359 - mmaction - INFO - Epoch [46][2100/3757] lr: 8.536e-02, eta: 3 days, 17:17:07, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4734, loss_cls: 3.6202, loss: 3.6202, grad_norm: 2.1152 2020-07-25 03:18:06,835 - mmaction - INFO - Epoch [46][2120/3757] lr: 8.536e-02, eta: 3 days, 17:16:38, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4773, loss_cls: 3.6405, loss: 3.6405, grad_norm: 2.1736 2020-07-25 03:18:18,236 - mmaction - INFO - Epoch [46][2140/3757] lr: 8.536e-02, eta: 3 days, 17:16:09, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4648, loss_cls: 3.6244, loss: 3.6244, grad_norm: 2.1456 2020-07-25 03:18:29,757 - mmaction - INFO - Epoch [46][2160/3757] lr: 8.536e-02, eta: 3 days, 17:15:41, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4570, loss_cls: 3.7198, loss: 3.7198, grad_norm: 2.1686 2020-07-25 03:18:41,168 - mmaction - INFO - Epoch [46][2180/3757] lr: 8.536e-02, eta: 3 days, 17:15:11, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4664, loss_cls: 3.7004, loss: 3.7004, grad_norm: 2.1232 2020-07-25 03:18:52,560 - mmaction - INFO - Epoch [46][2200/3757] lr: 8.536e-02, eta: 3 days, 17:14:42, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4688, loss_cls: 3.6867, loss: 3.6867, grad_norm: 2.1573 2020-07-25 03:19:03,912 - mmaction - INFO - Epoch [46][2220/3757] lr: 8.536e-02, eta: 3 days, 17:14:12, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4766, loss_cls: 3.6099, loss: 3.6099, grad_norm: 2.1604 2020-07-25 03:19:15,329 - mmaction - INFO - Epoch [46][2240/3757] lr: 8.536e-02, eta: 3 days, 17:13:42, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4727, loss_cls: 3.6754, loss: 3.6754, grad_norm: 2.1953 2020-07-25 03:19:26,862 - mmaction - INFO - Epoch [46][2260/3757] lr: 8.536e-02, eta: 3 days, 17:13:14, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4664, loss_cls: 3.6471, loss: 3.6471, grad_norm: 2.1089 2020-07-25 03:19:38,336 - mmaction - INFO - Epoch [46][2280/3757] lr: 8.536e-02, eta: 3 days, 17:12:46, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4383, loss_cls: 3.7529, loss: 3.7529, grad_norm: 2.1482 2020-07-25 03:19:49,856 - mmaction - INFO - Epoch [46][2300/3757] lr: 8.536e-02, eta: 3 days, 17:12:18, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4570, loss_cls: 3.6808, loss: 3.6808, grad_norm: 2.1584 2020-07-25 03:20:01,350 - mmaction - INFO - Epoch [46][2320/3757] lr: 8.536e-02, eta: 3 days, 17:11:50, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4578, loss_cls: 3.7098, loss: 3.7098, grad_norm: 2.1826 2020-07-25 03:20:12,713 - mmaction - INFO - Epoch [46][2340/3757] lr: 8.536e-02, eta: 3 days, 17:11:20, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4383, loss_cls: 3.7329, loss: 3.7329, grad_norm: 2.1096 2020-07-25 03:20:24,162 - mmaction - INFO - Epoch [46][2360/3757] lr: 8.536e-02, eta: 3 days, 17:10:51, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4578, loss_cls: 3.8015, loss: 3.8015, grad_norm: 2.1500 2020-07-25 03:20:35,581 - mmaction - INFO - Epoch [46][2380/3757] lr: 8.536e-02, eta: 3 days, 17:10:22, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4664, loss_cls: 3.6928, loss: 3.6928, grad_norm: 2.0955 2020-07-25 03:20:47,082 - mmaction - INFO - Epoch [46][2400/3757] lr: 8.536e-02, eta: 3 days, 17:09:54, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4766, loss_cls: 3.6617, loss: 3.6617, grad_norm: 2.1861 2020-07-25 03:20:58,600 - mmaction - INFO - Epoch [46][2420/3757] lr: 8.536e-02, eta: 3 days, 17:09:26, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2055, top5_acc: 0.4531, loss_cls: 3.7868, loss: 3.7868, grad_norm: 2.1812 2020-07-25 03:21:10,109 - mmaction - INFO - Epoch [46][2440/3757] lr: 8.536e-02, eta: 3 days, 17:08:58, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4703, loss_cls: 3.7072, loss: 3.7072, grad_norm: 2.1377 2020-07-25 03:21:21,499 - mmaction - INFO - Epoch [46][2460/3757] lr: 8.536e-02, eta: 3 days, 17:08:29, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4547, loss_cls: 3.6609, loss: 3.6609, grad_norm: 2.1159 2020-07-25 03:21:32,971 - mmaction - INFO - Epoch [46][2480/3757] lr: 8.536e-02, eta: 3 days, 17:08:00, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.1977, top5_acc: 0.4477, loss_cls: 3.7974, loss: 3.7974, grad_norm: 2.1797 2020-07-25 03:21:44,459 - mmaction - INFO - Epoch [46][2500/3757] lr: 8.536e-02, eta: 3 days, 17:07:32, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.2086, top5_acc: 0.4336, loss_cls: 3.8054, loss: 3.8054, grad_norm: 2.1741 2020-07-25 03:21:55,856 - mmaction - INFO - Epoch [46][2520/3757] lr: 8.536e-02, eta: 3 days, 17:07:03, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4453, loss_cls: 3.6706, loss: 3.6706, grad_norm: 2.1332 2020-07-25 03:22:07,344 - mmaction - INFO - Epoch [46][2540/3757] lr: 8.536e-02, eta: 3 days, 17:06:35, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4711, loss_cls: 3.6611, loss: 3.6611, grad_norm: 2.2030 2020-07-25 03:22:18,750 - mmaction - INFO - Epoch [46][2560/3757] lr: 8.536e-02, eta: 3 days, 17:06:05, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4594, loss_cls: 3.7158, loss: 3.7158, grad_norm: 2.1601 2020-07-25 03:22:30,137 - mmaction - INFO - Epoch [46][2580/3757] lr: 8.536e-02, eta: 3 days, 17:05:36, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4477, loss_cls: 3.7210, loss: 3.7210, grad_norm: 2.1015 2020-07-25 03:22:41,565 - mmaction - INFO - Epoch [46][2600/3757] lr: 8.536e-02, eta: 3 days, 17:05:07, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4664, loss_cls: 3.6987, loss: 3.6987, grad_norm: 2.1319 2020-07-25 03:22:52,970 - mmaction - INFO - Epoch [46][2620/3757] lr: 8.536e-02, eta: 3 days, 17:04:38, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4453, loss_cls: 3.7248, loss: 3.7248, grad_norm: 2.1333 2020-07-25 03:23:04,394 - mmaction - INFO - Epoch [46][2640/3757] lr: 8.536e-02, eta: 3 days, 17:04:09, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4820, loss_cls: 3.5884, loss: 3.5884, grad_norm: 2.1590 2020-07-25 03:23:15,884 - mmaction - INFO - Epoch [46][2660/3757] lr: 8.536e-02, eta: 3 days, 17:03:41, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4562, loss_cls: 3.7091, loss: 3.7091, grad_norm: 2.1706 2020-07-25 03:23:27,348 - mmaction - INFO - Epoch [46][2680/3757] lr: 8.536e-02, eta: 3 days, 17:03:13, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4523, loss_cls: 3.7655, loss: 3.7655, grad_norm: 2.2029 2020-07-25 03:23:38,758 - mmaction - INFO - Epoch [46][2700/3757] lr: 8.536e-02, eta: 3 days, 17:02:44, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2016, top5_acc: 0.4383, loss_cls: 3.8007, loss: 3.8007, grad_norm: 2.1414 2020-07-25 03:23:50,193 - mmaction - INFO - Epoch [46][2720/3757] lr: 8.536e-02, eta: 3 days, 17:02:15, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4500, loss_cls: 3.7279, loss: 3.7279, grad_norm: 2.0865 2020-07-25 03:24:01,605 - mmaction - INFO - Epoch [46][2740/3757] lr: 8.536e-02, eta: 3 days, 17:01:46, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4805, loss_cls: 3.6451, loss: 3.6451, grad_norm: 2.1108 2020-07-25 03:24:13,065 - mmaction - INFO - Epoch [46][2760/3757] lr: 8.536e-02, eta: 3 days, 17:01:18, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.1938, top5_acc: 0.4430, loss_cls: 3.8198, loss: 3.8198, grad_norm: 2.1723 2020-07-25 03:24:24,553 - mmaction - INFO - Epoch [46][2780/3757] lr: 8.536e-02, eta: 3 days, 17:00:50, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4422, loss_cls: 3.6546, loss: 3.6546, grad_norm: 2.1279 2020-07-25 03:24:35,969 - mmaction - INFO - Epoch [46][2800/3757] lr: 8.536e-02, eta: 3 days, 17:00:21, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4523, loss_cls: 3.7705, loss: 3.7705, grad_norm: 2.1182 2020-07-25 03:24:47,440 - mmaction - INFO - Epoch [46][2820/3757] lr: 8.536e-02, eta: 3 days, 16:59:53, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4758, loss_cls: 3.6731, loss: 3.6731, grad_norm: 2.1072 2020-07-25 03:24:58,794 - mmaction - INFO - Epoch [46][2840/3757] lr: 8.536e-02, eta: 3 days, 16:59:23, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4859, loss_cls: 3.6316, loss: 3.6316, grad_norm: 2.1102 2020-07-25 03:25:10,207 - mmaction - INFO - Epoch [46][2860/3757] lr: 8.536e-02, eta: 3 days, 16:58:55, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4781, loss_cls: 3.6317, loss: 3.6317, grad_norm: 2.1183 2020-07-25 03:25:21,622 - mmaction - INFO - Epoch [46][2880/3757] lr: 8.536e-02, eta: 3 days, 16:58:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4461, loss_cls: 3.8343, loss: 3.8343, grad_norm: 2.1674 2020-07-25 03:25:33,067 - mmaction - INFO - Epoch [46][2900/3757] lr: 8.536e-02, eta: 3 days, 16:57:58, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4367, loss_cls: 3.7434, loss: 3.7434, grad_norm: 2.1012 2020-07-25 03:25:44,575 - mmaction - INFO - Epoch [46][2920/3757] lr: 8.536e-02, eta: 3 days, 16:57:30, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4906, loss_cls: 3.6078, loss: 3.6078, grad_norm: 2.0774 2020-07-25 03:25:56,046 - mmaction - INFO - Epoch [46][2940/3757] lr: 8.536e-02, eta: 3 days, 16:57:02, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4570, loss_cls: 3.7668, loss: 3.7668, grad_norm: 2.1383 2020-07-25 03:26:07,615 - mmaction - INFO - Epoch [46][2960/3757] lr: 8.536e-02, eta: 3 days, 16:56:35, time: 0.579, data_time: 0.004, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4711, loss_cls: 3.6551, loss: 3.6551, grad_norm: 2.0760 2020-07-25 03:26:19,018 - mmaction - INFO - Epoch [46][2980/3757] lr: 8.536e-02, eta: 3 days, 16:56:06, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4734, loss_cls: 3.6665, loss: 3.6665, grad_norm: 2.0860 2020-07-25 03:26:30,439 - mmaction - INFO - Epoch [46][3000/3757] lr: 8.536e-02, eta: 3 days, 16:55:38, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4953, loss_cls: 3.5792, loss: 3.5792, grad_norm: 2.1839 2020-07-25 03:26:41,867 - mmaction - INFO - Epoch [46][3020/3757] lr: 8.536e-02, eta: 3 days, 16:55:09, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4555, loss_cls: 3.6568, loss: 3.6568, grad_norm: 2.1683 2020-07-25 03:26:53,281 - mmaction - INFO - Epoch [46][3040/3757] lr: 8.536e-02, eta: 3 days, 16:54:41, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4695, loss_cls: 3.6465, loss: 3.6465, grad_norm: 2.1046 2020-07-25 03:27:04,709 - mmaction - INFO - Epoch [46][3060/3757] lr: 8.536e-02, eta: 3 days, 16:54:12, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4742, loss_cls: 3.7075, loss: 3.7075, grad_norm: 2.1673 2020-07-25 03:27:16,183 - mmaction - INFO - Epoch [46][3080/3757] lr: 8.536e-02, eta: 3 days, 16:53:44, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4602, loss_cls: 3.7151, loss: 3.7151, grad_norm: 2.1170 2020-07-25 03:27:27,526 - mmaction - INFO - Epoch [46][3100/3757] lr: 8.536e-02, eta: 3 days, 16:53:15, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.1953, top5_acc: 0.4422, loss_cls: 3.7805, loss: 3.7805, grad_norm: 2.1353 2020-07-25 03:27:38,933 - mmaction - INFO - Epoch [46][3120/3757] lr: 8.536e-02, eta: 3 days, 16:52:46, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4742, loss_cls: 3.5953, loss: 3.5953, grad_norm: 2.0765 2020-07-25 03:27:50,367 - mmaction - INFO - Epoch [46][3140/3757] lr: 8.536e-02, eta: 3 days, 16:52:18, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4523, loss_cls: 3.7597, loss: 3.7597, grad_norm: 2.1938 2020-07-25 03:28:01,777 - mmaction - INFO - Epoch [46][3160/3757] lr: 8.536e-02, eta: 3 days, 16:51:49, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4688, loss_cls: 3.6922, loss: 3.6922, grad_norm: 2.1614 2020-07-25 03:28:13,200 - mmaction - INFO - Epoch [46][3180/3757] lr: 8.536e-02, eta: 3 days, 16:51:21, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4648, loss_cls: 3.6801, loss: 3.6801, grad_norm: 2.1613 2020-07-25 03:28:24,566 - mmaction - INFO - Epoch [46][3200/3757] lr: 8.536e-02, eta: 3 days, 16:50:52, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2094, top5_acc: 0.4617, loss_cls: 3.6646, loss: 3.6646, grad_norm: 2.1209 2020-07-25 03:28:36,056 - mmaction - INFO - Epoch [46][3220/3757] lr: 8.536e-02, eta: 3 days, 16:50:24, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4516, loss_cls: 3.6885, loss: 3.6885, grad_norm: 2.1534 2020-07-25 03:28:47,480 - mmaction - INFO - Epoch [46][3240/3757] lr: 8.536e-02, eta: 3 days, 16:49:56, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4484, loss_cls: 3.7217, loss: 3.7217, grad_norm: 2.1626 2020-07-25 03:28:58,940 - mmaction - INFO - Epoch [46][3260/3757] lr: 8.536e-02, eta: 3 days, 16:49:28, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4625, loss_cls: 3.6730, loss: 3.6730, grad_norm: 2.1915 2020-07-25 03:29:10,362 - mmaction - INFO - Epoch [46][3280/3757] lr: 8.536e-02, eta: 3 days, 16:49:00, time: 0.572, data_time: 0.007, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4461, loss_cls: 3.7918, loss: 3.7918, grad_norm: 2.1174 2020-07-25 03:29:21,893 - mmaction - INFO - Epoch [46][3300/3757] lr: 8.536e-02, eta: 3 days, 16:48:33, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4625, loss_cls: 3.6792, loss: 3.6792, grad_norm: 2.0941 2020-07-25 03:29:33,326 - mmaction - INFO - Epoch [46][3320/3757] lr: 8.536e-02, eta: 3 days, 16:48:04, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4492, loss_cls: 3.7826, loss: 3.7826, grad_norm: 2.1689 2020-07-25 03:29:44,773 - mmaction - INFO - Epoch [46][3340/3757] lr: 8.536e-02, eta: 3 days, 16:47:36, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4633, loss_cls: 3.7048, loss: 3.7048, grad_norm: 2.1207 2020-07-25 03:29:56,205 - mmaction - INFO - Epoch [46][3360/3757] lr: 8.536e-02, eta: 3 days, 16:47:08, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.1961, top5_acc: 0.4406, loss_cls: 3.7155, loss: 3.7155, grad_norm: 2.1793 2020-07-25 03:30:07,662 - mmaction - INFO - Epoch [46][3380/3757] lr: 8.536e-02, eta: 3 days, 16:46:40, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4641, loss_cls: 3.6623, loss: 3.6623, grad_norm: 2.1767 2020-07-25 03:30:19,153 - mmaction - INFO - Epoch [46][3400/3757] lr: 8.536e-02, eta: 3 days, 16:46:13, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4570, loss_cls: 3.7141, loss: 3.7141, grad_norm: 2.1079 2020-07-25 03:30:30,621 - mmaction - INFO - Epoch [46][3420/3757] lr: 8.536e-02, eta: 3 days, 16:45:45, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4719, loss_cls: 3.6420, loss: 3.6420, grad_norm: 2.1509 2020-07-25 03:30:42,023 - mmaction - INFO - Epoch [46][3440/3757] lr: 8.536e-02, eta: 3 days, 16:45:17, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4477, loss_cls: 3.7886, loss: 3.7886, grad_norm: 2.1684 2020-07-25 03:30:53,478 - mmaction - INFO - Epoch [46][3460/3757] lr: 8.536e-02, eta: 3 days, 16:44:49, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4586, loss_cls: 3.6518, loss: 3.6518, grad_norm: 2.1038 2020-07-25 03:31:04,922 - mmaction - INFO - Epoch [46][3480/3757] lr: 8.536e-02, eta: 3 days, 16:44:21, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4719, loss_cls: 3.6690, loss: 3.6690, grad_norm: 2.0986 2020-07-25 03:31:16,415 - mmaction - INFO - Epoch [46][3500/3757] lr: 8.536e-02, eta: 3 days, 16:43:54, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4805, loss_cls: 3.6296, loss: 3.6296, grad_norm: 2.1241 2020-07-25 03:31:27,894 - mmaction - INFO - Epoch [46][3520/3757] lr: 8.536e-02, eta: 3 days, 16:43:26, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4516, loss_cls: 3.7836, loss: 3.7836, grad_norm: 2.2178 2020-07-25 03:31:39,388 - mmaction - INFO - Epoch [46][3540/3757] lr: 8.536e-02, eta: 3 days, 16:42:59, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.1992, top5_acc: 0.4578, loss_cls: 3.6933, loss: 3.6933, grad_norm: 2.1717 2020-07-25 03:31:50,853 - mmaction - INFO - Epoch [46][3560/3757] lr: 8.536e-02, eta: 3 days, 16:42:32, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4586, loss_cls: 3.6669, loss: 3.6669, grad_norm: 2.1746 2020-07-25 03:32:02,315 - mmaction - INFO - Epoch [46][3580/3757] lr: 8.536e-02, eta: 3 days, 16:42:04, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4617, loss_cls: 3.7422, loss: 3.7422, grad_norm: 2.1953 2020-07-25 03:32:13,726 - mmaction - INFO - Epoch [46][3600/3757] lr: 8.536e-02, eta: 3 days, 16:41:36, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4727, loss_cls: 3.6140, loss: 3.6140, grad_norm: 2.0808 2020-07-25 03:32:25,177 - mmaction - INFO - Epoch [46][3620/3757] lr: 8.536e-02, eta: 3 days, 16:41:08, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4508, loss_cls: 3.7569, loss: 3.7569, grad_norm: 2.1283 2020-07-25 03:32:36,612 - mmaction - INFO - Epoch [46][3640/3757] lr: 8.536e-02, eta: 3 days, 16:40:40, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4492, loss_cls: 3.7174, loss: 3.7174, grad_norm: 2.0835 2020-07-25 03:32:48,089 - mmaction - INFO - Epoch [46][3660/3757] lr: 8.536e-02, eta: 3 days, 16:40:13, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4813, loss_cls: 3.6746, loss: 3.6746, grad_norm: 2.0773 2020-07-25 03:32:59,480 - mmaction - INFO - Epoch [46][3680/3757] lr: 8.536e-02, eta: 3 days, 16:39:44, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4453, loss_cls: 3.6956, loss: 3.6956, grad_norm: 2.1538 2020-07-25 03:33:10,820 - mmaction - INFO - Epoch [46][3700/3757] lr: 8.536e-02, eta: 3 days, 16:39:15, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4656, loss_cls: 3.6927, loss: 3.6927, grad_norm: 2.1908 2020-07-25 03:33:22,379 - mmaction - INFO - Epoch [46][3720/3757] lr: 8.536e-02, eta: 3 days, 16:38:49, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4555, loss_cls: 3.7198, loss: 3.7198, grad_norm: 2.2153 2020-07-25 03:33:33,783 - mmaction - INFO - Epoch [46][3740/3757] lr: 8.536e-02, eta: 3 days, 16:38:21, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4508, loss_cls: 3.7390, loss: 3.7390, grad_norm: 2.1475 2020-07-25 03:36:44,912 - mmaction - INFO - Epoch [47][20/3757] lr: 8.473e-02, eta: 3 days, 17:08:40, time: 8.741, data_time: 8.049, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4852, loss_cls: 3.5671, loss: 3.5671, grad_norm: 2.1557 2020-07-25 03:36:56,214 - mmaction - INFO - Epoch [47][40/3757] lr: 8.473e-02, eta: 3 days, 17:08:10, time: 0.564, data_time: 0.002, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4852, loss_cls: 3.5473, loss: 3.5473, grad_norm: 2.2489 2020-07-25 03:37:07,577 - mmaction - INFO - Epoch [47][60/3757] lr: 8.473e-02, eta: 3 days, 17:07:41, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4680, loss_cls: 3.5872, loss: 3.5872, grad_norm: 2.2301 2020-07-25 03:37:19,010 - mmaction - INFO - Epoch [47][80/3757] lr: 8.473e-02, eta: 3 days, 17:07:12, time: 0.572, data_time: 0.013, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4453, loss_cls: 3.7709, loss: 3.7709, grad_norm: 2.2027 2020-07-25 03:37:30,426 - mmaction - INFO - Epoch [47][100/3757] lr: 8.473e-02, eta: 3 days, 17:06:43, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4695, loss_cls: 3.6516, loss: 3.6516, grad_norm: 2.1851 2020-07-25 03:37:41,776 - mmaction - INFO - Epoch [47][120/3757] lr: 8.473e-02, eta: 3 days, 17:06:13, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2086, top5_acc: 0.4516, loss_cls: 3.7175, loss: 3.7175, grad_norm: 2.1988 2020-07-25 03:37:53,210 - mmaction - INFO - Epoch [47][140/3757] lr: 8.473e-02, eta: 3 days, 17:05:44, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4727, loss_cls: 3.5922, loss: 3.5922, grad_norm: 2.1185 2020-07-25 03:38:04,536 - mmaction - INFO - Epoch [47][160/3757] lr: 8.473e-02, eta: 3 days, 17:05:14, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4625, loss_cls: 3.7096, loss: 3.7096, grad_norm: 2.1388 2020-07-25 03:38:15,888 - mmaction - INFO - Epoch [47][180/3757] lr: 8.473e-02, eta: 3 days, 17:04:45, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4781, loss_cls: 3.6329, loss: 3.6329, grad_norm: 2.1028 2020-07-25 03:38:27,315 - mmaction - INFO - Epoch [47][200/3757] lr: 8.473e-02, eta: 3 days, 17:04:16, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4688, loss_cls: 3.6380, loss: 3.6380, grad_norm: 2.1429 2020-07-25 03:38:38,800 - mmaction - INFO - Epoch [47][220/3757] lr: 8.473e-02, eta: 3 days, 17:03:48, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4617, loss_cls: 3.6607, loss: 3.6607, grad_norm: 2.1381 2020-07-25 03:38:50,271 - mmaction - INFO - Epoch [47][240/3757] lr: 8.473e-02, eta: 3 days, 17:03:20, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4508, loss_cls: 3.6931, loss: 3.6931, grad_norm: 2.2018 2020-07-25 03:39:01,573 - mmaction - INFO - Epoch [47][260/3757] lr: 8.473e-02, eta: 3 days, 17:02:50, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4523, loss_cls: 3.7368, loss: 3.7368, grad_norm: 2.1585 2020-07-25 03:39:12,966 - mmaction - INFO - Epoch [47][280/3757] lr: 8.473e-02, eta: 3 days, 17:02:21, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4625, loss_cls: 3.6983, loss: 3.6983, grad_norm: 2.1515 2020-07-25 03:39:24,388 - mmaction - INFO - Epoch [47][300/3757] lr: 8.473e-02, eta: 3 days, 17:01:52, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4391, loss_cls: 3.7377, loss: 3.7377, grad_norm: 2.1489 2020-07-25 03:39:35,809 - mmaction - INFO - Epoch [47][320/3757] lr: 8.473e-02, eta: 3 days, 17:01:23, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2094, top5_acc: 0.4445, loss_cls: 3.7458, loss: 3.7458, grad_norm: 2.1025 2020-07-25 03:39:47,253 - mmaction - INFO - Epoch [47][340/3757] lr: 8.473e-02, eta: 3 days, 17:00:55, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4844, loss_cls: 3.6262, loss: 3.6262, grad_norm: 2.1375 2020-07-25 03:39:58,565 - mmaction - INFO - Epoch [47][360/3757] lr: 8.473e-02, eta: 3 days, 17:00:25, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4523, loss_cls: 3.7109, loss: 3.7109, grad_norm: 2.2027 2020-07-25 03:40:10,043 - mmaction - INFO - Epoch [47][380/3757] lr: 8.473e-02, eta: 3 days, 16:59:57, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4422, loss_cls: 3.6736, loss: 3.6736, grad_norm: 2.1267 2020-07-25 03:40:21,490 - mmaction - INFO - Epoch [47][400/3757] lr: 8.473e-02, eta: 3 days, 16:59:29, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4695, loss_cls: 3.6353, loss: 3.6353, grad_norm: 2.2045 2020-07-25 03:40:32,937 - mmaction - INFO - Epoch [47][420/3757] lr: 8.473e-02, eta: 3 days, 16:59:01, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4711, loss_cls: 3.6433, loss: 3.6433, grad_norm: 2.1499 2020-07-25 03:40:44,270 - mmaction - INFO - Epoch [47][440/3757] lr: 8.473e-02, eta: 3 days, 16:58:31, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4805, loss_cls: 3.5721, loss: 3.5721, grad_norm: 2.1980 2020-07-25 03:40:55,585 - mmaction - INFO - Epoch [47][460/3757] lr: 8.473e-02, eta: 3 days, 16:58:01, time: 0.565, data_time: 0.002, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4594, loss_cls: 3.6945, loss: 3.6945, grad_norm: 2.1974 2020-07-25 03:41:07,003 - mmaction - INFO - Epoch [47][480/3757] lr: 8.473e-02, eta: 3 days, 16:57:32, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4523, loss_cls: 3.7576, loss: 3.7576, grad_norm: 2.2596 2020-07-25 03:41:18,307 - mmaction - INFO - Epoch [47][500/3757] lr: 8.473e-02, eta: 3 days, 16:57:03, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2031, top5_acc: 0.4297, loss_cls: 3.7897, loss: 3.7897, grad_norm: 2.1385 2020-07-25 03:41:29,715 - mmaction - INFO - Epoch [47][520/3757] lr: 8.473e-02, eta: 3 days, 16:56:34, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4523, loss_cls: 3.6451, loss: 3.6451, grad_norm: 2.1082 2020-07-25 03:41:41,121 - mmaction - INFO - Epoch [47][540/3757] lr: 8.473e-02, eta: 3 days, 16:56:05, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4602, loss_cls: 3.7084, loss: 3.7084, grad_norm: 2.2140 2020-07-25 03:41:52,480 - mmaction - INFO - Epoch [47][560/3757] lr: 8.473e-02, eta: 3 days, 16:55:36, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4758, loss_cls: 3.6487, loss: 3.6487, grad_norm: 2.1336 2020-07-25 03:42:03,845 - mmaction - INFO - Epoch [47][580/3757] lr: 8.473e-02, eta: 3 days, 16:55:07, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4445, loss_cls: 3.7515, loss: 3.7515, grad_norm: 2.2004 2020-07-25 03:42:15,317 - mmaction - INFO - Epoch [47][600/3757] lr: 8.473e-02, eta: 3 days, 16:54:39, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4602, loss_cls: 3.7324, loss: 3.7324, grad_norm: 2.1692 2020-07-25 03:42:26,747 - mmaction - INFO - Epoch [47][620/3757] lr: 8.473e-02, eta: 3 days, 16:54:11, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.1969, top5_acc: 0.4313, loss_cls: 3.8257, loss: 3.8257, grad_norm: 2.1333 2020-07-25 03:42:38,192 - mmaction - INFO - Epoch [47][640/3757] lr: 8.473e-02, eta: 3 days, 16:53:43, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4672, loss_cls: 3.6486, loss: 3.6486, grad_norm: 2.0942 2020-07-25 03:42:49,673 - mmaction - INFO - Epoch [47][660/3757] lr: 8.473e-02, eta: 3 days, 16:53:15, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4422, loss_cls: 3.7341, loss: 3.7341, grad_norm: 2.1767 2020-07-25 03:43:01,143 - mmaction - INFO - Epoch [47][680/3757] lr: 8.473e-02, eta: 3 days, 16:52:47, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4625, loss_cls: 3.6552, loss: 3.6552, grad_norm: 2.1248 2020-07-25 03:43:12,472 - mmaction - INFO - Epoch [47][700/3757] lr: 8.473e-02, eta: 3 days, 16:52:18, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4555, loss_cls: 3.6708, loss: 3.6708, grad_norm: 2.2031 2020-07-25 03:43:23,956 - mmaction - INFO - Epoch [47][720/3757] lr: 8.473e-02, eta: 3 days, 16:51:50, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4695, loss_cls: 3.6589, loss: 3.6589, grad_norm: 2.1936 2020-07-25 03:43:35,390 - mmaction - INFO - Epoch [47][740/3757] lr: 8.473e-02, eta: 3 days, 16:51:22, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2016, top5_acc: 0.4492, loss_cls: 3.7566, loss: 3.7566, grad_norm: 2.1376 2020-07-25 03:43:46,755 - mmaction - INFO - Epoch [47][760/3757] lr: 8.473e-02, eta: 3 days, 16:50:53, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2062, top5_acc: 0.4531, loss_cls: 3.7224, loss: 3.7224, grad_norm: 2.1560 2020-07-25 03:43:58,037 - mmaction - INFO - Epoch [47][780/3757] lr: 8.473e-02, eta: 3 days, 16:50:23, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4602, loss_cls: 3.6752, loss: 3.6752, grad_norm: 2.1576 2020-07-25 03:44:09,449 - mmaction - INFO - Epoch [47][800/3757] lr: 8.473e-02, eta: 3 days, 16:49:54, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4500, loss_cls: 3.7016, loss: 3.7016, grad_norm: 2.1694 2020-07-25 03:44:20,961 - mmaction - INFO - Epoch [47][820/3757] lr: 8.473e-02, eta: 3 days, 16:49:27, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4437, loss_cls: 3.7549, loss: 3.7549, grad_norm: 2.1829 2020-07-25 03:44:32,313 - mmaction - INFO - Epoch [47][840/3757] lr: 8.473e-02, eta: 3 days, 16:48:58, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4656, loss_cls: 3.6951, loss: 3.6951, grad_norm: 2.2049 2020-07-25 03:44:43,603 - mmaction - INFO - Epoch [47][860/3757] lr: 8.473e-02, eta: 3 days, 16:48:28, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2094, top5_acc: 0.4281, loss_cls: 3.8089, loss: 3.8089, grad_norm: 2.2019 2020-07-25 03:44:55,084 - mmaction - INFO - Epoch [47][880/3757] lr: 8.473e-02, eta: 3 days, 16:48:01, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4578, loss_cls: 3.7059, loss: 3.7059, grad_norm: 2.1798 2020-07-25 03:45:06,471 - mmaction - INFO - Epoch [47][900/3757] lr: 8.473e-02, eta: 3 days, 16:47:32, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4531, loss_cls: 3.6954, loss: 3.6954, grad_norm: 2.0576 2020-07-25 03:45:17,926 - mmaction - INFO - Epoch [47][920/3757] lr: 8.473e-02, eta: 3 days, 16:47:04, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4844, loss_cls: 3.6022, loss: 3.6022, grad_norm: 2.0907 2020-07-25 03:45:29,342 - mmaction - INFO - Epoch [47][940/3757] lr: 8.473e-02, eta: 3 days, 16:46:36, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4609, loss_cls: 3.7035, loss: 3.7035, grad_norm: 2.2071 2020-07-25 03:45:40,760 - mmaction - INFO - Epoch [47][960/3757] lr: 8.473e-02, eta: 3 days, 16:46:08, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4867, loss_cls: 3.6075, loss: 3.6075, grad_norm: 2.1789 2020-07-25 03:45:52,197 - mmaction - INFO - Epoch [47][980/3757] lr: 8.473e-02, eta: 3 days, 16:45:40, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4617, loss_cls: 3.7319, loss: 3.7319, grad_norm: 2.2188 2020-07-25 03:46:03,566 - mmaction - INFO - Epoch [47][1000/3757] lr: 8.473e-02, eta: 3 days, 16:45:11, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4711, loss_cls: 3.7027, loss: 3.7027, grad_norm: 2.1666 2020-07-25 03:46:15,103 - mmaction - INFO - Epoch [47][1020/3757] lr: 8.473e-02, eta: 3 days, 16:44:45, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2047, top5_acc: 0.4156, loss_cls: 3.8324, loss: 3.8324, grad_norm: 2.0927 2020-07-25 03:46:26,455 - mmaction - INFO - Epoch [47][1040/3757] lr: 8.473e-02, eta: 3 days, 16:44:16, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4469, loss_cls: 3.7635, loss: 3.7635, grad_norm: 2.0905 2020-07-25 03:46:37,832 - mmaction - INFO - Epoch [47][1060/3757] lr: 8.473e-02, eta: 3 days, 16:43:47, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4719, loss_cls: 3.6422, loss: 3.6422, grad_norm: 2.1070 2020-07-25 03:46:49,229 - mmaction - INFO - Epoch [47][1080/3757] lr: 8.473e-02, eta: 3 days, 16:43:19, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4898, loss_cls: 3.6007, loss: 3.6007, grad_norm: 2.1719 2020-07-25 03:47:00,625 - mmaction - INFO - Epoch [47][1100/3757] lr: 8.473e-02, eta: 3 days, 16:42:50, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4398, loss_cls: 3.6853, loss: 3.6853, grad_norm: 2.1104 2020-07-25 03:47:12,162 - mmaction - INFO - Epoch [47][1120/3757] lr: 8.473e-02, eta: 3 days, 16:42:24, time: 0.576, data_time: 0.013, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4648, loss_cls: 3.6962, loss: 3.6962, grad_norm: 2.1226 2020-07-25 03:47:23,659 - mmaction - INFO - Epoch [47][1140/3757] lr: 8.473e-02, eta: 3 days, 16:41:57, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4734, loss_cls: 3.6519, loss: 3.6519, grad_norm: 2.1156 2020-07-25 03:47:35,156 - mmaction - INFO - Epoch [47][1160/3757] lr: 8.473e-02, eta: 3 days, 16:41:29, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4742, loss_cls: 3.5904, loss: 3.5904, grad_norm: 2.1382 2020-07-25 03:47:46,530 - mmaction - INFO - Epoch [47][1180/3757] lr: 8.473e-02, eta: 3 days, 16:41:01, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4758, loss_cls: 3.6479, loss: 3.6479, grad_norm: 2.1768 2020-07-25 03:47:57,917 - mmaction - INFO - Epoch [47][1200/3757] lr: 8.473e-02, eta: 3 days, 16:40:33, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4594, loss_cls: 3.6337, loss: 3.6337, grad_norm: 2.1216 2020-07-25 03:48:09,349 - mmaction - INFO - Epoch [47][1220/3757] lr: 8.473e-02, eta: 3 days, 16:40:05, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4703, loss_cls: 3.6440, loss: 3.6440, grad_norm: 2.1736 2020-07-25 03:48:20,690 - mmaction - INFO - Epoch [47][1240/3757] lr: 8.473e-02, eta: 3 days, 16:39:36, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4273, loss_cls: 3.8109, loss: 3.8109, grad_norm: 2.2296 2020-07-25 03:48:32,090 - mmaction - INFO - Epoch [47][1260/3757] lr: 8.473e-02, eta: 3 days, 16:39:08, time: 0.570, data_time: 0.005, memory: 5232, top1_acc: 0.2062, top5_acc: 0.4367, loss_cls: 3.7252, loss: 3.7252, grad_norm: 2.1559 2020-07-25 03:48:43,533 - mmaction - INFO - Epoch [47][1280/3757] lr: 8.473e-02, eta: 3 days, 16:38:40, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4469, loss_cls: 3.7077, loss: 3.7077, grad_norm: 2.2092 2020-07-25 03:48:55,000 - mmaction - INFO - Epoch [47][1300/3757] lr: 8.473e-02, eta: 3 days, 16:38:13, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4578, loss_cls: 3.7619, loss: 3.7619, grad_norm: 2.1879 2020-07-25 03:49:06,414 - mmaction - INFO - Epoch [47][1320/3757] lr: 8.473e-02, eta: 3 days, 16:37:45, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4484, loss_cls: 3.7186, loss: 3.7186, grad_norm: 2.1487 2020-07-25 03:49:17,938 - mmaction - INFO - Epoch [47][1340/3757] lr: 8.473e-02, eta: 3 days, 16:37:18, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4547, loss_cls: 3.6881, loss: 3.6881, grad_norm: 2.1283 2020-07-25 03:49:29,263 - mmaction - INFO - Epoch [47][1360/3757] lr: 8.473e-02, eta: 3 days, 16:36:49, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4555, loss_cls: 3.6874, loss: 3.6874, grad_norm: 2.1656 2020-07-25 03:49:40,627 - mmaction - INFO - Epoch [47][1380/3757] lr: 8.473e-02, eta: 3 days, 16:36:21, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2102, top5_acc: 0.4508, loss_cls: 3.7289, loss: 3.7289, grad_norm: 2.2043 2020-07-25 03:49:52,174 - mmaction - INFO - Epoch [47][1400/3757] lr: 8.473e-02, eta: 3 days, 16:35:54, time: 0.577, data_time: 0.016, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4625, loss_cls: 3.7069, loss: 3.7069, grad_norm: 2.1879 2020-07-25 03:50:03,621 - mmaction - INFO - Epoch [47][1420/3757] lr: 8.473e-02, eta: 3 days, 16:35:27, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4602, loss_cls: 3.7213, loss: 3.7213, grad_norm: 2.1325 2020-07-25 03:50:14,969 - mmaction - INFO - Epoch [47][1440/3757] lr: 8.473e-02, eta: 3 days, 16:34:58, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4664, loss_cls: 3.7293, loss: 3.7293, grad_norm: 2.1312 2020-07-25 03:50:26,307 - mmaction - INFO - Epoch [47][1460/3757] lr: 8.473e-02, eta: 3 days, 16:34:29, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4531, loss_cls: 3.7035, loss: 3.7035, grad_norm: 2.1356 2020-07-25 03:50:37,679 - mmaction - INFO - Epoch [47][1480/3757] lr: 8.473e-02, eta: 3 days, 16:34:01, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4547, loss_cls: 3.7064, loss: 3.7064, grad_norm: 2.1218 2020-07-25 03:50:49,084 - mmaction - INFO - Epoch [47][1500/3757] lr: 8.473e-02, eta: 3 days, 16:33:33, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.1922, top5_acc: 0.4320, loss_cls: 3.7190, loss: 3.7190, grad_norm: 2.1416 2020-07-25 03:51:00,461 - mmaction - INFO - Epoch [47][1520/3757] lr: 8.473e-02, eta: 3 days, 16:33:05, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4641, loss_cls: 3.6715, loss: 3.6715, grad_norm: 2.1185 2020-07-25 03:51:11,959 - mmaction - INFO - Epoch [47][1540/3757] lr: 8.473e-02, eta: 3 days, 16:32:38, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2039, top5_acc: 0.4430, loss_cls: 3.7847, loss: 3.7847, grad_norm: 2.1663 2020-07-25 03:51:23,361 - mmaction - INFO - Epoch [47][1560/3757] lr: 8.473e-02, eta: 3 days, 16:32:10, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4781, loss_cls: 3.5980, loss: 3.5980, grad_norm: 2.1654 2020-07-25 03:51:34,705 - mmaction - INFO - Epoch [47][1580/3757] lr: 8.473e-02, eta: 3 days, 16:31:41, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4984, loss_cls: 3.5480, loss: 3.5480, grad_norm: 2.1537 2020-07-25 03:51:46,150 - mmaction - INFO - Epoch [47][1600/3757] lr: 8.473e-02, eta: 3 days, 16:31:14, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4766, loss_cls: 3.6286, loss: 3.6286, grad_norm: 2.2116 2020-07-25 03:51:57,615 - mmaction - INFO - Epoch [47][1620/3757] lr: 8.473e-02, eta: 3 days, 16:30:47, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4555, loss_cls: 3.6336, loss: 3.6336, grad_norm: 2.1896 2020-07-25 03:52:08,936 - mmaction - INFO - Epoch [47][1640/3757] lr: 8.473e-02, eta: 3 days, 16:30:18, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4672, loss_cls: 3.6682, loss: 3.6682, grad_norm: 2.1474 2020-07-25 03:52:20,374 - mmaction - INFO - Epoch [47][1660/3757] lr: 8.473e-02, eta: 3 days, 16:29:51, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4578, loss_cls: 3.6999, loss: 3.6999, grad_norm: 2.1350 2020-07-25 03:52:31,821 - mmaction - INFO - Epoch [47][1680/3757] lr: 8.473e-02, eta: 3 days, 16:29:24, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4617, loss_cls: 3.7546, loss: 3.7546, grad_norm: 2.1311 2020-07-25 03:52:43,273 - mmaction - INFO - Epoch [47][1700/3757] lr: 8.473e-02, eta: 3 days, 16:28:56, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4586, loss_cls: 3.6863, loss: 3.6863, grad_norm: 2.1159 2020-07-25 03:52:54,728 - mmaction - INFO - Epoch [47][1720/3757] lr: 8.473e-02, eta: 3 days, 16:28:29, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2094, top5_acc: 0.4297, loss_cls: 3.7960, loss: 3.7960, grad_norm: 2.1687 2020-07-25 03:53:06,143 - mmaction - INFO - Epoch [47][1740/3757] lr: 8.473e-02, eta: 3 days, 16:28:01, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4688, loss_cls: 3.6275, loss: 3.6275, grad_norm: 2.1249 2020-07-25 03:53:17,625 - mmaction - INFO - Epoch [47][1760/3757] lr: 8.473e-02, eta: 3 days, 16:27:35, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4742, loss_cls: 3.6462, loss: 3.6462, grad_norm: 2.1582 2020-07-25 03:53:29,042 - mmaction - INFO - Epoch [47][1780/3757] lr: 8.473e-02, eta: 3 days, 16:27:07, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4469, loss_cls: 3.7512, loss: 3.7512, grad_norm: 2.1782 2020-07-25 03:53:40,367 - mmaction - INFO - Epoch [47][1800/3757] lr: 8.473e-02, eta: 3 days, 16:26:38, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.1992, top5_acc: 0.4406, loss_cls: 3.7752, loss: 3.7752, grad_norm: 2.1244 2020-07-25 03:53:51,702 - mmaction - INFO - Epoch [47][1820/3757] lr: 8.473e-02, eta: 3 days, 16:26:10, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4781, loss_cls: 3.6248, loss: 3.6248, grad_norm: 2.1641 2020-07-25 03:54:03,191 - mmaction - INFO - Epoch [47][1840/3757] lr: 8.473e-02, eta: 3 days, 16:25:43, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4703, loss_cls: 3.6449, loss: 3.6449, grad_norm: 2.1997 2020-07-25 03:54:14,675 - mmaction - INFO - Epoch [47][1860/3757] lr: 8.473e-02, eta: 3 days, 16:25:16, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4539, loss_cls: 3.6929, loss: 3.6929, grad_norm: 2.1593 2020-07-25 03:54:26,059 - mmaction - INFO - Epoch [47][1880/3757] lr: 8.473e-02, eta: 3 days, 16:24:49, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4695, loss_cls: 3.6867, loss: 3.6867, grad_norm: 2.2122 2020-07-25 03:54:37,443 - mmaction - INFO - Epoch [47][1900/3757] lr: 8.473e-02, eta: 3 days, 16:24:21, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4570, loss_cls: 3.6770, loss: 3.6770, grad_norm: 2.2116 2020-07-25 03:54:49,188 - mmaction - INFO - Epoch [47][1920/3757] lr: 8.473e-02, eta: 3 days, 16:23:57, time: 0.588, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4664, loss_cls: 3.6515, loss: 3.6515, grad_norm: 2.1802 2020-07-25 03:55:00,586 - mmaction - INFO - Epoch [47][1940/3757] lr: 8.473e-02, eta: 3 days, 16:23:29, time: 0.570, data_time: 0.001, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4430, loss_cls: 3.7088, loss: 3.7088, grad_norm: 2.2171 2020-07-25 03:55:12,044 - mmaction - INFO - Epoch [47][1960/3757] lr: 8.473e-02, eta: 3 days, 16:23:02, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.1969, top5_acc: 0.4445, loss_cls: 3.7776, loss: 3.7776, grad_norm: 2.1306 2020-07-25 03:55:23,450 - mmaction - INFO - Epoch [47][1980/3757] lr: 8.473e-02, eta: 3 days, 16:22:35, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.1969, top5_acc: 0.4320, loss_cls: 3.8328, loss: 3.8328, grad_norm: 2.2003 2020-07-25 03:55:34,985 - mmaction - INFO - Epoch [47][2000/3757] lr: 8.473e-02, eta: 3 days, 16:22:09, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4727, loss_cls: 3.5852, loss: 3.5852, grad_norm: 2.1130 2020-07-25 03:55:46,461 - mmaction - INFO - Epoch [47][2020/3757] lr: 8.473e-02, eta: 3 days, 16:21:42, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4578, loss_cls: 3.7268, loss: 3.7268, grad_norm: 2.1883 2020-07-25 03:55:57,895 - mmaction - INFO - Epoch [47][2040/3757] lr: 8.473e-02, eta: 3 days, 16:21:15, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4688, loss_cls: 3.6290, loss: 3.6290, grad_norm: 2.0942 2020-07-25 03:56:09,375 - mmaction - INFO - Epoch [47][2060/3757] lr: 8.473e-02, eta: 3 days, 16:20:48, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4484, loss_cls: 3.7375, loss: 3.7375, grad_norm: 2.0878 2020-07-25 03:56:20,928 - mmaction - INFO - Epoch [47][2080/3757] lr: 8.473e-02, eta: 3 days, 16:20:22, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4820, loss_cls: 3.6784, loss: 3.6784, grad_norm: 2.0900 2020-07-25 03:56:32,290 - mmaction - INFO - Epoch [47][2100/3757] lr: 8.473e-02, eta: 3 days, 16:19:54, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4664, loss_cls: 3.6366, loss: 3.6366, grad_norm: 2.1625 2020-07-25 03:56:43,667 - mmaction - INFO - Epoch [47][2120/3757] lr: 8.473e-02, eta: 3 days, 16:19:27, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4688, loss_cls: 3.7122, loss: 3.7122, grad_norm: 2.2020 2020-07-25 03:56:55,153 - mmaction - INFO - Epoch [47][2140/3757] lr: 8.473e-02, eta: 3 days, 16:19:00, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4547, loss_cls: 3.6906, loss: 3.6906, grad_norm: 2.1881 2020-07-25 03:57:06,552 - mmaction - INFO - Epoch [47][2160/3757] lr: 8.473e-02, eta: 3 days, 16:18:33, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4805, loss_cls: 3.6185, loss: 3.6185, grad_norm: 2.2130 2020-07-25 03:57:18,000 - mmaction - INFO - Epoch [47][2180/3757] lr: 8.473e-02, eta: 3 days, 16:18:06, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4602, loss_cls: 3.6612, loss: 3.6612, grad_norm: 2.1732 2020-07-25 03:57:29,355 - mmaction - INFO - Epoch [47][2200/3757] lr: 8.473e-02, eta: 3 days, 16:17:38, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4867, loss_cls: 3.6345, loss: 3.6345, grad_norm: 2.1234 2020-07-25 03:57:40,700 - mmaction - INFO - Epoch [47][2220/3757] lr: 8.473e-02, eta: 3 days, 16:17:10, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4367, loss_cls: 3.8301, loss: 3.8301, grad_norm: 2.1616 2020-07-25 03:57:52,145 - mmaction - INFO - Epoch [47][2240/3757] lr: 8.473e-02, eta: 3 days, 16:16:43, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4664, loss_cls: 3.6956, loss: 3.6956, grad_norm: 2.1363 2020-07-25 03:58:03,570 - mmaction - INFO - Epoch [47][2260/3757] lr: 8.473e-02, eta: 3 days, 16:16:16, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4820, loss_cls: 3.6363, loss: 3.6363, grad_norm: 2.1272 2020-07-25 03:58:15,074 - mmaction - INFO - Epoch [47][2280/3757] lr: 8.473e-02, eta: 3 days, 16:15:49, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4422, loss_cls: 3.7525, loss: 3.7525, grad_norm: 2.2018 2020-07-25 03:58:26,557 - mmaction - INFO - Epoch [47][2300/3757] lr: 8.473e-02, eta: 3 days, 16:15:23, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4953, loss_cls: 3.5994, loss: 3.5994, grad_norm: 2.1339 2020-07-25 03:58:37,896 - mmaction - INFO - Epoch [47][2320/3757] lr: 8.473e-02, eta: 3 days, 16:14:55, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4750, loss_cls: 3.6792, loss: 3.6792, grad_norm: 2.0893 2020-07-25 03:58:49,271 - mmaction - INFO - Epoch [47][2340/3757] lr: 8.473e-02, eta: 3 days, 16:14:27, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4516, loss_cls: 3.6695, loss: 3.6695, grad_norm: 2.2237 2020-07-25 03:59:00,648 - mmaction - INFO - Epoch [47][2360/3757] lr: 8.473e-02, eta: 3 days, 16:14:00, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4547, loss_cls: 3.7492, loss: 3.7492, grad_norm: 2.2401 2020-07-25 03:59:11,992 - mmaction - INFO - Epoch [47][2380/3757] lr: 8.473e-02, eta: 3 days, 16:13:32, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4453, loss_cls: 3.7379, loss: 3.7379, grad_norm: 2.1879 2020-07-25 03:59:23,278 - mmaction - INFO - Epoch [47][2400/3757] lr: 8.473e-02, eta: 3 days, 16:13:03, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4578, loss_cls: 3.6155, loss: 3.6155, grad_norm: 2.1507 2020-07-25 03:59:34,597 - mmaction - INFO - Epoch [47][2420/3757] lr: 8.473e-02, eta: 3 days, 16:12:35, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4727, loss_cls: 3.6487, loss: 3.6487, grad_norm: 2.1902 2020-07-25 03:59:45,953 - mmaction - INFO - Epoch [47][2440/3757] lr: 8.473e-02, eta: 3 days, 16:12:07, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4305, loss_cls: 3.7883, loss: 3.7883, grad_norm: 2.1390 2020-07-25 03:59:57,378 - mmaction - INFO - Epoch [47][2460/3757] lr: 8.473e-02, eta: 3 days, 16:11:40, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2102, top5_acc: 0.4570, loss_cls: 3.7131, loss: 3.7131, grad_norm: 2.1479 2020-07-25 04:00:14,828 - mmaction - INFO - Epoch [47][2480/3757] lr: 8.473e-02, eta: 3 days, 16:12:21, time: 0.868, data_time: 0.013, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4664, loss_cls: 3.6698, loss: 3.6698, grad_norm: 2.1680 2020-07-25 04:00:26,342 - mmaction - INFO - Epoch [47][2500/3757] lr: 8.473e-02, eta: 3 days, 16:11:56, time: 0.581, data_time: 0.009, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4422, loss_cls: 3.6451, loss: 3.6451, grad_norm: 2.1633 2020-07-25 04:00:37,773 - mmaction - INFO - Epoch [47][2520/3757] lr: 8.473e-02, eta: 3 days, 16:11:29, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4453, loss_cls: 3.7811, loss: 3.7811, grad_norm: 2.2795 2020-07-25 04:00:49,308 - mmaction - INFO - Epoch [47][2540/3757] lr: 8.473e-02, eta: 3 days, 16:11:03, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4398, loss_cls: 3.7746, loss: 3.7746, grad_norm: 2.1955 2020-07-25 04:01:00,640 - mmaction - INFO - Epoch [47][2560/3757] lr: 8.473e-02, eta: 3 days, 16:10:35, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.4578, loss_cls: 3.6797, loss: 3.6797, grad_norm: 2.1292 2020-07-25 04:01:12,082 - mmaction - INFO - Epoch [47][2580/3757] lr: 8.473e-02, eta: 3 days, 16:10:09, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4617, loss_cls: 3.6260, loss: 3.6260, grad_norm: 2.0662 2020-07-25 04:01:23,438 - mmaction - INFO - Epoch [47][2600/3757] lr: 8.473e-02, eta: 3 days, 16:09:41, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4562, loss_cls: 3.7351, loss: 3.7351, grad_norm: 2.1715 2020-07-25 04:01:34,826 - mmaction - INFO - Epoch [47][2620/3757] lr: 8.473e-02, eta: 3 days, 16:09:14, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4625, loss_cls: 3.6738, loss: 3.6738, grad_norm: 2.1241 2020-07-25 04:01:46,242 - mmaction - INFO - Epoch [47][2640/3757] lr: 8.473e-02, eta: 3 days, 16:08:46, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4688, loss_cls: 3.6853, loss: 3.6853, grad_norm: 2.1246 2020-07-25 04:01:57,575 - mmaction - INFO - Epoch [47][2660/3757] lr: 8.473e-02, eta: 3 days, 16:08:19, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4813, loss_cls: 3.6120, loss: 3.6120, grad_norm: 2.1886 2020-07-25 04:02:08,931 - mmaction - INFO - Epoch [47][2680/3757] lr: 8.473e-02, eta: 3 days, 16:07:51, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4477, loss_cls: 3.6788, loss: 3.6788, grad_norm: 2.2280 2020-07-25 04:02:20,374 - mmaction - INFO - Epoch [47][2700/3757] lr: 8.473e-02, eta: 3 days, 16:07:24, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4609, loss_cls: 3.6907, loss: 3.6907, grad_norm: 2.2557 2020-07-25 04:02:31,733 - mmaction - INFO - Epoch [47][2720/3757] lr: 8.473e-02, eta: 3 days, 16:06:57, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4484, loss_cls: 3.7106, loss: 3.7106, grad_norm: 2.1587 2020-07-25 04:02:43,071 - mmaction - INFO - Epoch [47][2740/3757] lr: 8.473e-02, eta: 3 days, 16:06:29, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.2086, top5_acc: 0.4492, loss_cls: 3.7441, loss: 3.7441, grad_norm: 2.2362 2020-07-25 04:02:54,502 - mmaction - INFO - Epoch [47][2760/3757] lr: 8.473e-02, eta: 3 days, 16:06:02, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4492, loss_cls: 3.7087, loss: 3.7087, grad_norm: 2.1606 2020-07-25 04:03:05,905 - mmaction - INFO - Epoch [47][2780/3757] lr: 8.473e-02, eta: 3 days, 16:05:35, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4617, loss_cls: 3.6165, loss: 3.6165, grad_norm: 2.0737 2020-07-25 04:03:17,390 - mmaction - INFO - Epoch [47][2800/3757] lr: 8.473e-02, eta: 3 days, 16:05:09, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4430, loss_cls: 3.7750, loss: 3.7750, grad_norm: 2.1800 2020-07-25 04:03:28,779 - mmaction - INFO - Epoch [47][2820/3757] lr: 8.473e-02, eta: 3 days, 16:04:42, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4523, loss_cls: 3.7287, loss: 3.7287, grad_norm: 2.1394 2020-07-25 04:03:40,126 - mmaction - INFO - Epoch [47][2840/3757] lr: 8.473e-02, eta: 3 days, 16:04:14, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4703, loss_cls: 3.6700, loss: 3.6700, grad_norm: 2.1988 2020-07-25 04:03:51,601 - mmaction - INFO - Epoch [47][2860/3757] lr: 8.473e-02, eta: 3 days, 16:03:48, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2055, top5_acc: 0.4516, loss_cls: 3.7143, loss: 3.7143, grad_norm: 2.2222 2020-07-25 04:04:02,989 - mmaction - INFO - Epoch [47][2880/3757] lr: 8.473e-02, eta: 3 days, 16:03:21, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4609, loss_cls: 3.6961, loss: 3.6961, grad_norm: 2.1512 2020-07-25 04:04:14,497 - mmaction - INFO - Epoch [47][2900/3757] lr: 8.473e-02, eta: 3 days, 16:02:55, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4734, loss_cls: 3.6582, loss: 3.6582, grad_norm: 2.1359 2020-07-25 04:04:25,890 - mmaction - INFO - Epoch [47][2920/3757] lr: 8.473e-02, eta: 3 days, 16:02:28, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4625, loss_cls: 3.7201, loss: 3.7201, grad_norm: 2.1912 2020-07-25 04:04:37,369 - mmaction - INFO - Epoch [47][2940/3757] lr: 8.473e-02, eta: 3 days, 16:02:02, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4688, loss_cls: 3.7132, loss: 3.7132, grad_norm: 2.1101 2020-07-25 04:04:48,822 - mmaction - INFO - Epoch [47][2960/3757] lr: 8.473e-02, eta: 3 days, 16:01:36, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2031, top5_acc: 0.4555, loss_cls: 3.7187, loss: 3.7187, grad_norm: 2.1172 2020-07-25 04:05:00,259 - mmaction - INFO - Epoch [47][2980/3757] lr: 8.473e-02, eta: 3 days, 16:01:09, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4484, loss_cls: 3.7260, loss: 3.7260, grad_norm: 2.0715 2020-07-25 04:05:11,723 - mmaction - INFO - Epoch [47][3000/3757] lr: 8.473e-02, eta: 3 days, 16:00:43, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4484, loss_cls: 3.7021, loss: 3.7021, grad_norm: 2.1214 2020-07-25 04:05:23,171 - mmaction - INFO - Epoch [47][3020/3757] lr: 8.473e-02, eta: 3 days, 16:00:16, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4609, loss_cls: 3.6769, loss: 3.6769, grad_norm: 2.1236 2020-07-25 04:05:34,577 - mmaction - INFO - Epoch [47][3040/3757] lr: 8.473e-02, eta: 3 days, 15:59:50, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4883, loss_cls: 3.5770, loss: 3.5770, grad_norm: 2.2069 2020-07-25 04:05:46,098 - mmaction - INFO - Epoch [47][3060/3757] lr: 8.473e-02, eta: 3 days, 15:59:24, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4633, loss_cls: 3.7054, loss: 3.7054, grad_norm: 2.1504 2020-07-25 04:05:57,462 - mmaction - INFO - Epoch [47][3080/3757] lr: 8.473e-02, eta: 3 days, 15:58:57, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4414, loss_cls: 3.7924, loss: 3.7924, grad_norm: 2.1985 2020-07-25 04:06:08,890 - mmaction - INFO - Epoch [47][3100/3757] lr: 8.473e-02, eta: 3 days, 15:58:30, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4656, loss_cls: 3.6645, loss: 3.6645, grad_norm: 2.0790 2020-07-25 04:06:20,347 - mmaction - INFO - Epoch [47][3120/3757] lr: 8.473e-02, eta: 3 days, 15:58:04, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4742, loss_cls: 3.6474, loss: 3.6474, grad_norm: 2.1603 2020-07-25 04:06:31,724 - mmaction - INFO - Epoch [47][3140/3757] lr: 8.473e-02, eta: 3 days, 15:57:37, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4625, loss_cls: 3.7125, loss: 3.7125, grad_norm: 2.1644 2020-07-25 04:06:43,283 - mmaction - INFO - Epoch [47][3160/3757] lr: 8.473e-02, eta: 3 days, 15:57:12, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4578, loss_cls: 3.6987, loss: 3.6987, grad_norm: 2.1518 2020-07-25 04:06:54,775 - mmaction - INFO - Epoch [47][3180/3757] lr: 8.473e-02, eta: 3 days, 15:56:46, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.1836, top5_acc: 0.4336, loss_cls: 3.7944, loss: 3.7944, grad_norm: 2.2034 2020-07-25 04:07:06,199 - mmaction - INFO - Epoch [47][3200/3757] lr: 8.473e-02, eta: 3 days, 15:56:20, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4539, loss_cls: 3.7795, loss: 3.7795, grad_norm: 2.1546 2020-07-25 04:07:17,653 - mmaction - INFO - Epoch [47][3220/3757] lr: 8.473e-02, eta: 3 days, 15:55:54, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4625, loss_cls: 3.6427, loss: 3.6427, grad_norm: 2.0932 2020-07-25 04:07:29,060 - mmaction - INFO - Epoch [47][3240/3757] lr: 8.473e-02, eta: 3 days, 15:55:27, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4656, loss_cls: 3.6390, loss: 3.6390, grad_norm: 2.1838 2020-07-25 04:07:40,510 - mmaction - INFO - Epoch [47][3260/3757] lr: 8.473e-02, eta: 3 days, 15:55:01, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4773, loss_cls: 3.6843, loss: 3.6843, grad_norm: 2.1610 2020-07-25 04:07:51,949 - mmaction - INFO - Epoch [47][3280/3757] lr: 8.473e-02, eta: 3 days, 15:54:34, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4672, loss_cls: 3.6931, loss: 3.6931, grad_norm: 2.1421 2020-07-25 04:08:03,320 - mmaction - INFO - Epoch [47][3300/3757] lr: 8.473e-02, eta: 3 days, 15:54:07, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4625, loss_cls: 3.6845, loss: 3.6845, grad_norm: 2.1857 2020-07-25 04:08:14,650 - mmaction - INFO - Epoch [47][3320/3757] lr: 8.473e-02, eta: 3 days, 15:53:40, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4625, loss_cls: 3.7154, loss: 3.7154, grad_norm: 2.0954 2020-07-25 04:08:26,035 - mmaction - INFO - Epoch [47][3340/3757] lr: 8.473e-02, eta: 3 days, 15:53:13, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4516, loss_cls: 3.6753, loss: 3.6753, grad_norm: 2.1624 2020-07-25 04:08:37,546 - mmaction - INFO - Epoch [47][3360/3757] lr: 8.473e-02, eta: 3 days, 15:52:47, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4672, loss_cls: 3.6892, loss: 3.6892, grad_norm: 2.1213 2020-07-25 04:08:48,976 - mmaction - INFO - Epoch [47][3380/3757] lr: 8.473e-02, eta: 3 days, 15:52:21, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2039, top5_acc: 0.4492, loss_cls: 3.7302, loss: 3.7302, grad_norm: 2.2281 2020-07-25 04:09:00,358 - mmaction - INFO - Epoch [47][3400/3757] lr: 8.473e-02, eta: 3 days, 15:51:54, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4570, loss_cls: 3.7404, loss: 3.7404, grad_norm: 2.1735 2020-07-25 04:09:11,783 - mmaction - INFO - Epoch [47][3420/3757] lr: 8.473e-02, eta: 3 days, 15:51:28, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2086, top5_acc: 0.4422, loss_cls: 3.7877, loss: 3.7877, grad_norm: 2.1816 2020-07-25 04:09:23,232 - mmaction - INFO - Epoch [47][3440/3757] lr: 8.473e-02, eta: 3 days, 15:51:02, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4273, loss_cls: 3.8238, loss: 3.8238, grad_norm: 2.1146 2020-07-25 04:09:34,661 - mmaction - INFO - Epoch [47][3460/3757] lr: 8.473e-02, eta: 3 days, 15:50:36, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4797, loss_cls: 3.6568, loss: 3.6568, grad_norm: 2.0464 2020-07-25 04:09:46,072 - mmaction - INFO - Epoch [47][3480/3757] lr: 8.473e-02, eta: 3 days, 15:50:09, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4570, loss_cls: 3.6885, loss: 3.6885, grad_norm: 2.1912 2020-07-25 04:09:57,453 - mmaction - INFO - Epoch [47][3500/3757] lr: 8.473e-02, eta: 3 days, 15:49:42, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4852, loss_cls: 3.6356, loss: 3.6356, grad_norm: 2.2205 2020-07-25 04:10:08,964 - mmaction - INFO - Epoch [47][3520/3757] lr: 8.473e-02, eta: 3 days, 15:49:17, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4484, loss_cls: 3.6777, loss: 3.6777, grad_norm: 2.0823 2020-07-25 04:10:20,352 - mmaction - INFO - Epoch [47][3540/3757] lr: 8.473e-02, eta: 3 days, 15:48:50, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4547, loss_cls: 3.6904, loss: 3.6904, grad_norm: 2.0949 2020-07-25 04:10:31,813 - mmaction - INFO - Epoch [47][3560/3757] lr: 8.473e-02, eta: 3 days, 15:48:24, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4617, loss_cls: 3.6924, loss: 3.6924, grad_norm: 2.1497 2020-07-25 04:10:43,289 - mmaction - INFO - Epoch [47][3580/3757] lr: 8.473e-02, eta: 3 days, 15:47:59, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4594, loss_cls: 3.6543, loss: 3.6543, grad_norm: 2.1669 2020-07-25 04:10:54,750 - mmaction - INFO - Epoch [47][3600/3757] lr: 8.473e-02, eta: 3 days, 15:47:33, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4531, loss_cls: 3.7342, loss: 3.7342, grad_norm: 2.2311 2020-07-25 04:11:06,149 - mmaction - INFO - Epoch [47][3620/3757] lr: 8.473e-02, eta: 3 days, 15:47:06, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4539, loss_cls: 3.6717, loss: 3.6717, grad_norm: 2.1431 2020-07-25 04:11:17,535 - mmaction - INFO - Epoch [47][3640/3757] lr: 8.473e-02, eta: 3 days, 15:46:40, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2094, top5_acc: 0.4594, loss_cls: 3.7420, loss: 3.7420, grad_norm: 2.2387 2020-07-25 04:11:29,090 - mmaction - INFO - Epoch [47][3660/3757] lr: 8.473e-02, eta: 3 days, 15:46:15, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4664, loss_cls: 3.7227, loss: 3.7227, grad_norm: 2.1637 2020-07-25 04:11:40,567 - mmaction - INFO - Epoch [47][3680/3757] lr: 8.473e-02, eta: 3 days, 15:45:49, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4500, loss_cls: 3.7509, loss: 3.7509, grad_norm: 2.1493 2020-07-25 04:11:52,059 - mmaction - INFO - Epoch [47][3700/3757] lr: 8.473e-02, eta: 3 days, 15:45:24, time: 0.575, data_time: 0.011, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4781, loss_cls: 3.6676, loss: 3.6676, grad_norm: 2.1653 2020-07-25 04:12:03,519 - mmaction - INFO - Epoch [47][3720/3757] lr: 8.473e-02, eta: 3 days, 15:44:58, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4516, loss_cls: 3.7246, loss: 3.7246, grad_norm: 2.1075 2020-07-25 04:12:15,000 - mmaction - INFO - Epoch [47][3740/3757] lr: 8.473e-02, eta: 3 days, 15:44:33, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4742, loss_cls: 3.6782, loss: 3.6782, grad_norm: 2.1698 2020-07-25 04:15:43,527 - mmaction - INFO - Epoch [48][20/3757] lr: 8.410e-02, eta: 3 days, 16:14:44, time: 9.452, data_time: 8.756, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4555, loss_cls: 3.6803, loss: 3.6803, grad_norm: 2.1550 2020-07-25 04:15:54,902 - mmaction - INFO - Epoch [48][40/3757] lr: 8.410e-02, eta: 3 days, 16:14:17, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4727, loss_cls: 3.6299, loss: 3.6299, grad_norm: 2.2220 2020-07-25 04:16:06,216 - mmaction - INFO - Epoch [48][60/3757] lr: 8.410e-02, eta: 3 days, 16:13:49, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.2094, top5_acc: 0.4437, loss_cls: 3.7132, loss: 3.7132, grad_norm: 2.1511 2020-07-25 04:16:17,619 - mmaction - INFO - Epoch [48][80/3757] lr: 8.410e-02, eta: 3 days, 16:13:21, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4758, loss_cls: 3.6337, loss: 3.6337, grad_norm: 2.1465 2020-07-25 04:16:29,020 - mmaction - INFO - Epoch [48][100/3757] lr: 8.410e-02, eta: 3 days, 16:12:54, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4578, loss_cls: 3.6331, loss: 3.6331, grad_norm: 2.0783 2020-07-25 04:16:40,451 - mmaction - INFO - Epoch [48][120/3757] lr: 8.410e-02, eta: 3 days, 16:12:27, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4625, loss_cls: 3.6870, loss: 3.6870, grad_norm: 2.2027 2020-07-25 04:16:51,781 - mmaction - INFO - Epoch [48][140/3757] lr: 8.410e-02, eta: 3 days, 16:11:59, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4711, loss_cls: 3.6585, loss: 3.6585, grad_norm: 2.1744 2020-07-25 04:17:03,156 - mmaction - INFO - Epoch [48][160/3757] lr: 8.410e-02, eta: 3 days, 16:11:32, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4586, loss_cls: 3.6361, loss: 3.6361, grad_norm: 2.1601 2020-07-25 04:17:14,570 - mmaction - INFO - Epoch [48][180/3757] lr: 8.410e-02, eta: 3 days, 16:11:05, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4805, loss_cls: 3.5804, loss: 3.5804, grad_norm: 2.1635 2020-07-25 04:17:25,942 - mmaction - INFO - Epoch [48][200/3757] lr: 8.410e-02, eta: 3 days, 16:10:37, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4742, loss_cls: 3.6173, loss: 3.6173, grad_norm: 2.2119 2020-07-25 04:17:37,341 - mmaction - INFO - Epoch [48][220/3757] lr: 8.410e-02, eta: 3 days, 16:10:10, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4664, loss_cls: 3.6851, loss: 3.6851, grad_norm: 2.1815 2020-07-25 04:17:48,862 - mmaction - INFO - Epoch [48][240/3757] lr: 8.410e-02, eta: 3 days, 16:09:44, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4602, loss_cls: 3.6826, loss: 3.6826, grad_norm: 2.1953 2020-07-25 04:18:00,137 - mmaction - INFO - Epoch [48][260/3757] lr: 8.410e-02, eta: 3 days, 16:09:16, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4750, loss_cls: 3.6301, loss: 3.6301, grad_norm: 2.1636 2020-07-25 04:18:11,519 - mmaction - INFO - Epoch [48][280/3757] lr: 8.410e-02, eta: 3 days, 16:08:48, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4539, loss_cls: 3.7096, loss: 3.7096, grad_norm: 2.1702 2020-07-25 04:18:22,843 - mmaction - INFO - Epoch [48][300/3757] lr: 8.410e-02, eta: 3 days, 16:08:20, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4414, loss_cls: 3.7319, loss: 3.7319, grad_norm: 2.1340 2020-07-25 04:18:34,229 - mmaction - INFO - Epoch [48][320/3757] lr: 8.410e-02, eta: 3 days, 16:07:53, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4648, loss_cls: 3.6636, loss: 3.6636, grad_norm: 2.1202 2020-07-25 04:18:45,656 - mmaction - INFO - Epoch [48][340/3757] lr: 8.410e-02, eta: 3 days, 16:07:26, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4633, loss_cls: 3.7555, loss: 3.7555, grad_norm: 2.2495 2020-07-25 04:18:57,040 - mmaction - INFO - Epoch [48][360/3757] lr: 8.410e-02, eta: 3 days, 16:06:59, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4664, loss_cls: 3.6380, loss: 3.6380, grad_norm: 2.1583 2020-07-25 04:19:08,548 - mmaction - INFO - Epoch [48][380/3757] lr: 8.410e-02, eta: 3 days, 16:06:33, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4375, loss_cls: 3.7580, loss: 3.7580, grad_norm: 2.1552 2020-07-25 04:19:19,913 - mmaction - INFO - Epoch [48][400/3757] lr: 8.410e-02, eta: 3 days, 16:06:06, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4719, loss_cls: 3.6279, loss: 3.6279, grad_norm: 2.1243 2020-07-25 04:19:31,325 - mmaction - INFO - Epoch [48][420/3757] lr: 8.410e-02, eta: 3 days, 16:05:39, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4570, loss_cls: 3.6885, loss: 3.6885, grad_norm: 2.1550 2020-07-25 04:19:42,759 - mmaction - INFO - Epoch [48][440/3757] lr: 8.410e-02, eta: 3 days, 16:05:12, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4656, loss_cls: 3.6402, loss: 3.6402, grad_norm: 2.1909 2020-07-25 04:19:54,121 - mmaction - INFO - Epoch [48][460/3757] lr: 8.410e-02, eta: 3 days, 16:04:45, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.5000, loss_cls: 3.6097, loss: 3.6097, grad_norm: 2.1935 2020-07-25 04:20:05,588 - mmaction - INFO - Epoch [48][480/3757] lr: 8.410e-02, eta: 3 days, 16:04:19, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4805, loss_cls: 3.5999, loss: 3.5999, grad_norm: 2.1990 2020-07-25 04:20:17,091 - mmaction - INFO - Epoch [48][500/3757] lr: 8.410e-02, eta: 3 days, 16:03:53, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4742, loss_cls: 3.6638, loss: 3.6638, grad_norm: 2.1785 2020-07-25 04:20:28,456 - mmaction - INFO - Epoch [48][520/3757] lr: 8.410e-02, eta: 3 days, 16:03:25, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4547, loss_cls: 3.7220, loss: 3.7220, grad_norm: 2.2260 2020-07-25 04:20:39,910 - mmaction - INFO - Epoch [48][540/3757] lr: 8.410e-02, eta: 3 days, 16:02:59, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4633, loss_cls: 3.6626, loss: 3.6626, grad_norm: 2.1307 2020-07-25 04:20:51,333 - mmaction - INFO - Epoch [48][560/3757] lr: 8.410e-02, eta: 3 days, 16:02:32, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4508, loss_cls: 3.7457, loss: 3.7457, grad_norm: 2.1604 2020-07-25 04:21:02,827 - mmaction - INFO - Epoch [48][580/3757] lr: 8.410e-02, eta: 3 days, 16:02:06, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2086, top5_acc: 0.4445, loss_cls: 3.7613, loss: 3.7613, grad_norm: 2.1734 2020-07-25 04:21:14,196 - mmaction - INFO - Epoch [48][600/3757] lr: 8.410e-02, eta: 3 days, 16:01:39, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4625, loss_cls: 3.7334, loss: 3.7334, grad_norm: 2.1654 2020-07-25 04:21:25,670 - mmaction - INFO - Epoch [48][620/3757] lr: 8.410e-02, eta: 3 days, 16:01:13, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4711, loss_cls: 3.7010, loss: 3.7010, grad_norm: 2.1129 2020-07-25 04:21:37,089 - mmaction - INFO - Epoch [48][640/3757] lr: 8.410e-02, eta: 3 days, 16:00:46, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4680, loss_cls: 3.6368, loss: 3.6368, grad_norm: 2.0956 2020-07-25 04:21:48,552 - mmaction - INFO - Epoch [48][660/3757] lr: 8.410e-02, eta: 3 days, 16:00:20, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4695, loss_cls: 3.6501, loss: 3.6501, grad_norm: 2.1666 2020-07-25 04:22:00,068 - mmaction - INFO - Epoch [48][680/3757] lr: 8.410e-02, eta: 3 days, 15:59:55, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4578, loss_cls: 3.6943, loss: 3.6943, grad_norm: 2.1762 2020-07-25 04:22:11,516 - mmaction - INFO - Epoch [48][700/3757] lr: 8.410e-02, eta: 3 days, 15:59:28, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4430, loss_cls: 3.6865, loss: 3.6865, grad_norm: 2.1796 2020-07-25 04:22:23,053 - mmaction - INFO - Epoch [48][720/3757] lr: 8.410e-02, eta: 3 days, 15:59:03, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4609, loss_cls: 3.6737, loss: 3.6737, grad_norm: 2.1564 2020-07-25 04:22:34,519 - mmaction - INFO - Epoch [48][740/3757] lr: 8.410e-02, eta: 3 days, 15:58:37, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4641, loss_cls: 3.7088, loss: 3.7088, grad_norm: 2.1500 2020-07-25 04:22:45,965 - mmaction - INFO - Epoch [48][760/3757] lr: 8.410e-02, eta: 3 days, 15:58:11, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4844, loss_cls: 3.6316, loss: 3.6316, grad_norm: 2.1425 2020-07-25 04:22:57,354 - mmaction - INFO - Epoch [48][780/3757] lr: 8.410e-02, eta: 3 days, 15:57:44, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4734, loss_cls: 3.7041, loss: 3.7041, grad_norm: 2.1098 2020-07-25 04:23:08,790 - mmaction - INFO - Epoch [48][800/3757] lr: 8.410e-02, eta: 3 days, 15:57:17, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4445, loss_cls: 3.6832, loss: 3.6832, grad_norm: 2.1452 2020-07-25 04:23:20,406 - mmaction - INFO - Epoch [48][820/3757] lr: 8.410e-02, eta: 3 days, 15:56:53, time: 0.581, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4445, loss_cls: 3.7277, loss: 3.7277, grad_norm: 2.1249 2020-07-25 04:23:31,743 - mmaction - INFO - Epoch [48][840/3757] lr: 8.410e-02, eta: 3 days, 15:56:26, time: 0.567, data_time: 0.001, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4766, loss_cls: 3.5794, loss: 3.5794, grad_norm: 2.1014 2020-07-25 04:23:43,198 - mmaction - INFO - Epoch [48][860/3757] lr: 8.410e-02, eta: 3 days, 15:55:59, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4953, loss_cls: 3.5429, loss: 3.5429, grad_norm: 2.1124 2020-07-25 04:23:54,646 - mmaction - INFO - Epoch [48][880/3757] lr: 8.410e-02, eta: 3 days, 15:55:33, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4719, loss_cls: 3.7091, loss: 3.7091, grad_norm: 2.2042 2020-07-25 04:24:06,032 - mmaction - INFO - Epoch [48][900/3757] lr: 8.410e-02, eta: 3 days, 15:55:06, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4586, loss_cls: 3.6580, loss: 3.6580, grad_norm: 2.1015 2020-07-25 04:24:17,413 - mmaction - INFO - Epoch [48][920/3757] lr: 8.410e-02, eta: 3 days, 15:54:39, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4461, loss_cls: 3.7414, loss: 3.7414, grad_norm: 2.1905 2020-07-25 04:24:28,862 - mmaction - INFO - Epoch [48][940/3757] lr: 8.410e-02, eta: 3 days, 15:54:13, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4570, loss_cls: 3.6766, loss: 3.6766, grad_norm: 2.1732 2020-07-25 04:24:40,325 - mmaction - INFO - Epoch [48][960/3757] lr: 8.410e-02, eta: 3 days, 15:53:47, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4703, loss_cls: 3.6017, loss: 3.6017, grad_norm: 2.1150 2020-07-25 04:24:51,806 - mmaction - INFO - Epoch [48][980/3757] lr: 8.410e-02, eta: 3 days, 15:53:22, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4688, loss_cls: 3.6326, loss: 3.6326, grad_norm: 2.1795 2020-07-25 04:25:03,319 - mmaction - INFO - Epoch [48][1000/3757] lr: 8.410e-02, eta: 3 days, 15:52:56, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4523, loss_cls: 3.7580, loss: 3.7580, grad_norm: 2.1993 2020-07-25 04:25:14,778 - mmaction - INFO - Epoch [48][1020/3757] lr: 8.410e-02, eta: 3 days, 15:52:30, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4734, loss_cls: 3.6850, loss: 3.6850, grad_norm: 2.1729 2020-07-25 04:25:26,184 - mmaction - INFO - Epoch [48][1040/3757] lr: 8.410e-02, eta: 3 days, 15:52:04, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4586, loss_cls: 3.6640, loss: 3.6640, grad_norm: 2.1345 2020-07-25 04:25:37,608 - mmaction - INFO - Epoch [48][1060/3757] lr: 8.410e-02, eta: 3 days, 15:51:37, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4453, loss_cls: 3.7047, loss: 3.7047, grad_norm: 2.1652 2020-07-25 04:25:49,115 - mmaction - INFO - Epoch [48][1080/3757] lr: 8.410e-02, eta: 3 days, 15:51:12, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4711, loss_cls: 3.6157, loss: 3.6157, grad_norm: 2.1648 2020-07-25 04:26:00,563 - mmaction - INFO - Epoch [48][1100/3757] lr: 8.410e-02, eta: 3 days, 15:50:46, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4656, loss_cls: 3.6564, loss: 3.6564, grad_norm: 2.2403 2020-07-25 04:26:11,943 - mmaction - INFO - Epoch [48][1120/3757] lr: 8.410e-02, eta: 3 days, 15:50:19, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4523, loss_cls: 3.7485, loss: 3.7485, grad_norm: 2.1787 2020-07-25 04:26:23,400 - mmaction - INFO - Epoch [48][1140/3757] lr: 8.410e-02, eta: 3 days, 15:49:53, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4336, loss_cls: 3.8199, loss: 3.8199, grad_norm: 2.1452 2020-07-25 04:26:34,817 - mmaction - INFO - Epoch [48][1160/3757] lr: 8.410e-02, eta: 3 days, 15:49:27, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4578, loss_cls: 3.6681, loss: 3.6681, grad_norm: 2.1023 2020-07-25 04:26:46,376 - mmaction - INFO - Epoch [48][1180/3757] lr: 8.410e-02, eta: 3 days, 15:49:02, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.1945, top5_acc: 0.4234, loss_cls: 3.8590, loss: 3.8590, grad_norm: 2.1669 2020-07-25 04:26:57,915 - mmaction - INFO - Epoch [48][1200/3757] lr: 8.410e-02, eta: 3 days, 15:48:37, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4602, loss_cls: 3.7345, loss: 3.7345, grad_norm: 2.1426 2020-07-25 04:27:09,444 - mmaction - INFO - Epoch [48][1220/3757] lr: 8.410e-02, eta: 3 days, 15:48:12, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4695, loss_cls: 3.6577, loss: 3.6577, grad_norm: 2.1398 2020-07-25 04:27:20,822 - mmaction - INFO - Epoch [48][1240/3757] lr: 8.410e-02, eta: 3 days, 15:47:45, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4602, loss_cls: 3.6606, loss: 3.6606, grad_norm: 2.1700 2020-07-25 04:27:32,210 - mmaction - INFO - Epoch [48][1260/3757] lr: 8.410e-02, eta: 3 days, 15:47:19, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4648, loss_cls: 3.6497, loss: 3.6497, grad_norm: 2.1450 2020-07-25 04:27:43,666 - mmaction - INFO - Epoch [48][1280/3757] lr: 8.410e-02, eta: 3 days, 15:46:53, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4789, loss_cls: 3.6060, loss: 3.6060, grad_norm: 2.2086 2020-07-25 04:27:55,228 - mmaction - INFO - Epoch [48][1300/3757] lr: 8.410e-02, eta: 3 days, 15:46:28, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4797, loss_cls: 3.6678, loss: 3.6678, grad_norm: 2.2206 2020-07-25 04:28:06,637 - mmaction - INFO - Epoch [48][1320/3757] lr: 8.410e-02, eta: 3 days, 15:46:01, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4898, loss_cls: 3.5962, loss: 3.5962, grad_norm: 2.1980 2020-07-25 04:28:18,398 - mmaction - INFO - Epoch [48][1340/3757] lr: 8.410e-02, eta: 3 days, 15:45:39, time: 0.588, data_time: 0.013, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4789, loss_cls: 3.6660, loss: 3.6660, grad_norm: 2.2022 2020-07-25 04:28:30,284 - mmaction - INFO - Epoch [48][1360/3757] lr: 8.410e-02, eta: 3 days, 15:45:18, time: 0.594, data_time: 0.025, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4313, loss_cls: 3.7671, loss: 3.7671, grad_norm: 2.1352 2020-07-25 04:28:41,979 - mmaction - INFO - Epoch [48][1380/3757] lr: 8.410e-02, eta: 3 days, 15:44:55, time: 0.585, data_time: 0.016, memory: 5232, top1_acc: 0.1945, top5_acc: 0.4266, loss_cls: 3.7767, loss: 3.7767, grad_norm: 2.1354 2020-07-25 04:28:53,780 - mmaction - INFO - Epoch [48][1400/3757] lr: 8.410e-02, eta: 3 days, 15:44:33, time: 0.590, data_time: 0.025, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4508, loss_cls: 3.7064, loss: 3.7064, grad_norm: 2.1220 2020-07-25 04:29:05,587 - mmaction - INFO - Epoch [48][1420/3757] lr: 8.410e-02, eta: 3 days, 15:44:10, time: 0.590, data_time: 0.015, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4539, loss_cls: 3.7500, loss: 3.7500, grad_norm: 2.1192 2020-07-25 04:29:16,995 - mmaction - INFO - Epoch [48][1440/3757] lr: 8.410e-02, eta: 3 days, 15:43:44, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4633, loss_cls: 3.6272, loss: 3.6272, grad_norm: 2.1531 2020-07-25 04:29:28,385 - mmaction - INFO - Epoch [48][1460/3757] lr: 8.410e-02, eta: 3 days, 15:43:18, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4766, loss_cls: 3.6118, loss: 3.6118, grad_norm: 2.1192 2020-07-25 04:29:39,894 - mmaction - INFO - Epoch [48][1480/3757] lr: 8.410e-02, eta: 3 days, 15:42:53, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4820, loss_cls: 3.6199, loss: 3.6199, grad_norm: 2.1871 2020-07-25 04:29:51,333 - mmaction - INFO - Epoch [48][1500/3757] lr: 8.410e-02, eta: 3 days, 15:42:27, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4906, loss_cls: 3.6502, loss: 3.6502, grad_norm: 2.1903 2020-07-25 04:30:02,779 - mmaction - INFO - Epoch [48][1520/3757] lr: 8.410e-02, eta: 3 days, 15:42:01, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4680, loss_cls: 3.6642, loss: 3.6642, grad_norm: 2.1591 2020-07-25 04:30:14,096 - mmaction - INFO - Epoch [48][1540/3757] lr: 8.410e-02, eta: 3 days, 15:41:34, time: 0.566, data_time: 0.001, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4648, loss_cls: 3.6393, loss: 3.6393, grad_norm: 2.1847 2020-07-25 04:30:25,509 - mmaction - INFO - Epoch [48][1560/3757] lr: 8.410e-02, eta: 3 days, 15:41:08, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2062, top5_acc: 0.4688, loss_cls: 3.7013, loss: 3.7013, grad_norm: 2.2246 2020-07-25 04:30:36,894 - mmaction - INFO - Epoch [48][1580/3757] lr: 8.410e-02, eta: 3 days, 15:40:41, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4477, loss_cls: 3.7241, loss: 3.7241, grad_norm: 2.1442 2020-07-25 04:30:48,325 - mmaction - INFO - Epoch [48][1600/3757] lr: 8.410e-02, eta: 3 days, 15:40:15, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4586, loss_cls: 3.6839, loss: 3.6839, grad_norm: 2.1823 2020-07-25 04:30:59,782 - mmaction - INFO - Epoch [48][1620/3757] lr: 8.410e-02, eta: 3 days, 15:39:49, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4570, loss_cls: 3.7732, loss: 3.7732, grad_norm: 2.1861 2020-07-25 04:31:11,213 - mmaction - INFO - Epoch [48][1640/3757] lr: 8.410e-02, eta: 3 days, 15:39:24, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4484, loss_cls: 3.6514, loss: 3.6514, grad_norm: 2.0961 2020-07-25 04:31:23,010 - mmaction - INFO - Epoch [48][1660/3757] lr: 8.410e-02, eta: 3 days, 15:39:02, time: 0.590, data_time: 0.023, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4602, loss_cls: 3.6619, loss: 3.6619, grad_norm: 2.2203 2020-07-25 04:31:34,705 - mmaction - INFO - Epoch [48][1680/3757] lr: 8.410e-02, eta: 3 days, 15:38:39, time: 0.585, data_time: 0.018, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4578, loss_cls: 3.7367, loss: 3.7367, grad_norm: 2.2112 2020-07-25 04:31:46,478 - mmaction - INFO - Epoch [48][1700/3757] lr: 8.410e-02, eta: 3 days, 15:38:16, time: 0.589, data_time: 0.021, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4648, loss_cls: 3.6806, loss: 3.6806, grad_norm: 2.1818 2020-07-25 04:31:58,180 - mmaction - INFO - Epoch [48][1720/3757] lr: 8.410e-02, eta: 3 days, 15:37:53, time: 0.585, data_time: 0.015, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4586, loss_cls: 3.6882, loss: 3.6882, grad_norm: 2.1224 2020-07-25 04:32:10,153 - mmaction - INFO - Epoch [48][1740/3757] lr: 8.410e-02, eta: 3 days, 15:37:33, time: 0.598, data_time: 0.023, memory: 5232, top1_acc: 0.2070, top5_acc: 0.4547, loss_cls: 3.6992, loss: 3.6992, grad_norm: 2.1948 2020-07-25 04:32:21,535 - mmaction - INFO - Epoch [48][1760/3757] lr: 8.410e-02, eta: 3 days, 15:37:07, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4609, loss_cls: 3.7291, loss: 3.7291, grad_norm: 2.1002 2020-07-25 04:32:32,985 - mmaction - INFO - Epoch [48][1780/3757] lr: 8.410e-02, eta: 3 days, 15:36:41, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4523, loss_cls: 3.7024, loss: 3.7024, grad_norm: 2.1092 2020-07-25 04:32:44,338 - mmaction - INFO - Epoch [48][1800/3757] lr: 8.410e-02, eta: 3 days, 15:36:14, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2062, top5_acc: 0.4398, loss_cls: 3.7892, loss: 3.7892, grad_norm: 2.0942 2020-07-25 04:32:55,686 - mmaction - INFO - Epoch [48][1820/3757] lr: 8.410e-02, eta: 3 days, 15:35:48, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4586, loss_cls: 3.7113, loss: 3.7113, grad_norm: 2.0821 2020-07-25 04:33:07,054 - mmaction - INFO - Epoch [48][1840/3757] lr: 8.410e-02, eta: 3 days, 15:35:21, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4406, loss_cls: 3.7350, loss: 3.7350, grad_norm: 2.1437 2020-07-25 04:33:18,487 - mmaction - INFO - Epoch [48][1860/3757] lr: 8.410e-02, eta: 3 days, 15:34:56, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4602, loss_cls: 3.6675, loss: 3.6675, grad_norm: 2.1290 2020-07-25 04:33:29,913 - mmaction - INFO - Epoch [48][1880/3757] lr: 8.410e-02, eta: 3 days, 15:34:30, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4539, loss_cls: 3.6939, loss: 3.6939, grad_norm: 2.1234 2020-07-25 04:33:41,383 - mmaction - INFO - Epoch [48][1900/3757] lr: 8.410e-02, eta: 3 days, 15:34:04, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4617, loss_cls: 3.6796, loss: 3.6796, grad_norm: 2.1487 2020-07-25 04:33:52,837 - mmaction - INFO - Epoch [48][1920/3757] lr: 8.410e-02, eta: 3 days, 15:33:39, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2016, top5_acc: 0.4313, loss_cls: 3.8122, loss: 3.8122, grad_norm: 2.1520 2020-07-25 04:34:04,230 - mmaction - INFO - Epoch [48][1940/3757] lr: 8.410e-02, eta: 3 days, 15:33:13, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4586, loss_cls: 3.7332, loss: 3.7332, grad_norm: 2.1706 2020-07-25 04:34:15,681 - mmaction - INFO - Epoch [48][1960/3757] lr: 8.410e-02, eta: 3 days, 15:32:47, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4547, loss_cls: 3.6763, loss: 3.6763, grad_norm: 2.1414 2020-07-25 04:34:27,222 - mmaction - INFO - Epoch [48][1980/3757] lr: 8.410e-02, eta: 3 days, 15:32:23, time: 0.577, data_time: 0.002, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4531, loss_cls: 3.6688, loss: 3.6688, grad_norm: 2.1308 2020-07-25 04:34:38,782 - mmaction - INFO - Epoch [48][2000/3757] lr: 8.410e-02, eta: 3 days, 15:31:58, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4633, loss_cls: 3.6485, loss: 3.6485, grad_norm: 2.1408 2020-07-25 04:34:50,211 - mmaction - INFO - Epoch [48][2020/3757] lr: 8.410e-02, eta: 3 days, 15:31:33, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4891, loss_cls: 3.6216, loss: 3.6216, grad_norm: 2.1341 2020-07-25 04:35:01,564 - mmaction - INFO - Epoch [48][2040/3757] lr: 8.410e-02, eta: 3 days, 15:31:06, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4813, loss_cls: 3.6183, loss: 3.6183, grad_norm: 2.1492 2020-07-25 04:35:12,966 - mmaction - INFO - Epoch [48][2060/3757] lr: 8.410e-02, eta: 3 days, 15:30:40, time: 0.570, data_time: 0.001, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4703, loss_cls: 3.7192, loss: 3.7192, grad_norm: 2.1838 2020-07-25 04:35:24,348 - mmaction - INFO - Epoch [48][2080/3757] lr: 8.410e-02, eta: 3 days, 15:30:14, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4437, loss_cls: 3.7469, loss: 3.7469, grad_norm: 2.1179 2020-07-25 04:35:35,796 - mmaction - INFO - Epoch [48][2100/3757] lr: 8.410e-02, eta: 3 days, 15:29:49, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4742, loss_cls: 3.6060, loss: 3.6060, grad_norm: 2.1491 2020-07-25 04:35:47,189 - mmaction - INFO - Epoch [48][2120/3757] lr: 8.410e-02, eta: 3 days, 15:29:23, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4859, loss_cls: 3.6462, loss: 3.6462, grad_norm: 2.2358 2020-07-25 04:35:58,595 - mmaction - INFO - Epoch [48][2140/3757] lr: 8.410e-02, eta: 3 days, 15:28:57, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4539, loss_cls: 3.7229, loss: 3.7229, grad_norm: 2.2021 2020-07-25 04:36:10,031 - mmaction - INFO - Epoch [48][2160/3757] lr: 8.410e-02, eta: 3 days, 15:28:31, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4555, loss_cls: 3.6934, loss: 3.6934, grad_norm: 2.2023 2020-07-25 04:36:21,384 - mmaction - INFO - Epoch [48][2180/3757] lr: 8.410e-02, eta: 3 days, 15:28:05, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4727, loss_cls: 3.6456, loss: 3.6456, grad_norm: 2.1811 2020-07-25 04:36:32,821 - mmaction - INFO - Epoch [48][2200/3757] lr: 8.410e-02, eta: 3 days, 15:27:39, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4492, loss_cls: 3.6886, loss: 3.6886, grad_norm: 2.1966 2020-07-25 04:36:44,408 - mmaction - INFO - Epoch [48][2220/3757] lr: 8.410e-02, eta: 3 days, 15:27:15, time: 0.579, data_time: 0.004, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4641, loss_cls: 3.6795, loss: 3.6795, grad_norm: 2.2441 2020-07-25 04:36:55,910 - mmaction - INFO - Epoch [48][2240/3757] lr: 8.410e-02, eta: 3 days, 15:26:50, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4813, loss_cls: 3.6019, loss: 3.6019, grad_norm: 2.1887 2020-07-25 04:37:07,318 - mmaction - INFO - Epoch [48][2260/3757] lr: 8.410e-02, eta: 3 days, 15:26:25, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4641, loss_cls: 3.6719, loss: 3.6719, grad_norm: 2.2215 2020-07-25 04:37:18,788 - mmaction - INFO - Epoch [48][2280/3757] lr: 8.410e-02, eta: 3 days, 15:25:59, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4781, loss_cls: 3.6505, loss: 3.6505, grad_norm: 2.1408 2020-07-25 04:37:30,205 - mmaction - INFO - Epoch [48][2300/3757] lr: 8.410e-02, eta: 3 days, 15:25:34, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4508, loss_cls: 3.6829, loss: 3.6829, grad_norm: 2.2477 2020-07-25 04:37:41,662 - mmaction - INFO - Epoch [48][2320/3757] lr: 8.410e-02, eta: 3 days, 15:25:09, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4609, loss_cls: 3.7185, loss: 3.7185, grad_norm: 2.1492 2020-07-25 04:37:53,113 - mmaction - INFO - Epoch [48][2340/3757] lr: 8.410e-02, eta: 3 days, 15:24:43, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4445, loss_cls: 3.7811, loss: 3.7811, grad_norm: 2.2276 2020-07-25 04:38:04,460 - mmaction - INFO - Epoch [48][2360/3757] lr: 8.410e-02, eta: 3 days, 15:24:17, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4633, loss_cls: 3.7394, loss: 3.7394, grad_norm: 2.0728 2020-07-25 04:38:15,865 - mmaction - INFO - Epoch [48][2380/3757] lr: 8.410e-02, eta: 3 days, 15:23:51, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4453, loss_cls: 3.7693, loss: 3.7693, grad_norm: 2.2103 2020-07-25 04:38:27,302 - mmaction - INFO - Epoch [48][2400/3757] lr: 8.410e-02, eta: 3 days, 15:23:26, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4586, loss_cls: 3.6927, loss: 3.6927, grad_norm: 2.1086 2020-07-25 04:38:38,803 - mmaction - INFO - Epoch [48][2420/3757] lr: 8.410e-02, eta: 3 days, 15:23:01, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4891, loss_cls: 3.5947, loss: 3.5947, grad_norm: 2.1934 2020-07-25 04:38:50,280 - mmaction - INFO - Epoch [48][2440/3757] lr: 8.410e-02, eta: 3 days, 15:22:36, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4594, loss_cls: 3.6863, loss: 3.6863, grad_norm: 2.2399 2020-07-25 04:39:01,751 - mmaction - INFO - Epoch [48][2460/3757] lr: 8.410e-02, eta: 3 days, 15:22:11, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4703, loss_cls: 3.7041, loss: 3.7041, grad_norm: 2.1873 2020-07-25 04:39:13,196 - mmaction - INFO - Epoch [48][2480/3757] lr: 8.410e-02, eta: 3 days, 15:21:46, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4648, loss_cls: 3.7355, loss: 3.7355, grad_norm: 2.1486 2020-07-25 04:39:24,653 - mmaction - INFO - Epoch [48][2500/3757] lr: 8.410e-02, eta: 3 days, 15:21:21, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4828, loss_cls: 3.5987, loss: 3.5987, grad_norm: 2.1733 2020-07-25 04:39:36,087 - mmaction - INFO - Epoch [48][2520/3757] lr: 8.410e-02, eta: 3 days, 15:20:55, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4562, loss_cls: 3.7317, loss: 3.7317, grad_norm: 2.1679 2020-07-25 04:39:47,534 - mmaction - INFO - Epoch [48][2540/3757] lr: 8.410e-02, eta: 3 days, 15:20:30, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4656, loss_cls: 3.6325, loss: 3.6325, grad_norm: 2.1321 2020-07-25 04:39:59,021 - mmaction - INFO - Epoch [48][2560/3757] lr: 8.410e-02, eta: 3 days, 15:20:06, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4688, loss_cls: 3.6863, loss: 3.6863, grad_norm: 2.2464 2020-07-25 04:40:10,360 - mmaction - INFO - Epoch [48][2580/3757] lr: 8.410e-02, eta: 3 days, 15:19:39, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4844, loss_cls: 3.6954, loss: 3.6954, grad_norm: 2.2099 2020-07-25 04:40:21,756 - mmaction - INFO - Epoch [48][2600/3757] lr: 8.410e-02, eta: 3 days, 15:19:13, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4461, loss_cls: 3.7763, loss: 3.7763, grad_norm: 2.1816 2020-07-25 04:40:33,199 - mmaction - INFO - Epoch [48][2620/3757] lr: 8.410e-02, eta: 3 days, 15:18:48, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4828, loss_cls: 3.6515, loss: 3.6515, grad_norm: 2.1708 2020-07-25 04:40:44,615 - mmaction - INFO - Epoch [48][2640/3757] lr: 8.410e-02, eta: 3 days, 15:18:23, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4391, loss_cls: 3.7683, loss: 3.7683, grad_norm: 2.1954 2020-07-25 04:40:55,968 - mmaction - INFO - Epoch [48][2660/3757] lr: 8.410e-02, eta: 3 days, 15:17:57, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4437, loss_cls: 3.7033, loss: 3.7033, grad_norm: 2.1633 2020-07-25 04:41:07,410 - mmaction - INFO - Epoch [48][2680/3757] lr: 8.410e-02, eta: 3 days, 15:17:32, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4813, loss_cls: 3.5470, loss: 3.5470, grad_norm: 2.1078 2020-07-25 04:41:18,816 - mmaction - INFO - Epoch [48][2700/3757] lr: 8.410e-02, eta: 3 days, 15:17:06, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4758, loss_cls: 3.6637, loss: 3.6637, grad_norm: 2.2086 2020-07-25 04:41:30,175 - mmaction - INFO - Epoch [48][2720/3757] lr: 8.410e-02, eta: 3 days, 15:16:40, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4508, loss_cls: 3.7687, loss: 3.7687, grad_norm: 2.1361 2020-07-25 04:41:41,582 - mmaction - INFO - Epoch [48][2740/3757] lr: 8.410e-02, eta: 3 days, 15:16:14, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4813, loss_cls: 3.6111, loss: 3.6111, grad_norm: 2.0772 2020-07-25 04:41:52,981 - mmaction - INFO - Epoch [48][2760/3757] lr: 8.410e-02, eta: 3 days, 15:15:49, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2102, top5_acc: 0.4539, loss_cls: 3.6851, loss: 3.6851, grad_norm: 2.1759 2020-07-25 04:42:04,364 - mmaction - INFO - Epoch [48][2780/3757] lr: 8.410e-02, eta: 3 days, 15:15:23, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4656, loss_cls: 3.6822, loss: 3.6822, grad_norm: 2.1539 2020-07-25 04:42:15,797 - mmaction - INFO - Epoch [48][2800/3757] lr: 8.410e-02, eta: 3 days, 15:14:58, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4719, loss_cls: 3.6210, loss: 3.6210, grad_norm: 2.1562 2020-07-25 04:42:27,175 - mmaction - INFO - Epoch [48][2820/3757] lr: 8.410e-02, eta: 3 days, 15:14:32, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4430, loss_cls: 3.7926, loss: 3.7926, grad_norm: 2.1639 2020-07-25 04:42:38,689 - mmaction - INFO - Epoch [48][2840/3757] lr: 8.410e-02, eta: 3 days, 15:14:08, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4578, loss_cls: 3.6941, loss: 3.6941, grad_norm: 2.0918 2020-07-25 04:42:50,122 - mmaction - INFO - Epoch [48][2860/3757] lr: 8.410e-02, eta: 3 days, 15:13:43, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4734, loss_cls: 3.6690, loss: 3.6690, grad_norm: 2.1412 2020-07-25 04:43:01,590 - mmaction - INFO - Epoch [48][2880/3757] lr: 8.410e-02, eta: 3 days, 15:13:18, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4648, loss_cls: 3.6705, loss: 3.6705, grad_norm: 2.1363 2020-07-25 04:43:13,027 - mmaction - INFO - Epoch [48][2900/3757] lr: 8.410e-02, eta: 3 days, 15:12:53, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4648, loss_cls: 3.6760, loss: 3.6760, grad_norm: 2.1804 2020-07-25 04:43:24,484 - mmaction - INFO - Epoch [48][2920/3757] lr: 8.410e-02, eta: 3 days, 15:12:28, time: 0.573, data_time: 0.001, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4758, loss_cls: 3.5974, loss: 3.5974, grad_norm: 2.1693 2020-07-25 04:43:35,930 - mmaction - INFO - Epoch [48][2940/3757] lr: 8.410e-02, eta: 3 days, 15:12:03, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4609, loss_cls: 3.7131, loss: 3.7131, grad_norm: 2.2193 2020-07-25 04:43:47,489 - mmaction - INFO - Epoch [48][2960/3757] lr: 8.410e-02, eta: 3 days, 15:11:39, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4617, loss_cls: 3.6859, loss: 3.6859, grad_norm: 2.1738 2020-07-25 04:43:58,913 - mmaction - INFO - Epoch [48][2980/3757] lr: 8.410e-02, eta: 3 days, 15:11:14, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4656, loss_cls: 3.6884, loss: 3.6884, grad_norm: 2.2290 2020-07-25 04:44:10,320 - mmaction - INFO - Epoch [48][3000/3757] lr: 8.410e-02, eta: 3 days, 15:10:48, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4695, loss_cls: 3.7366, loss: 3.7366, grad_norm: 2.2098 2020-07-25 04:44:21,751 - mmaction - INFO - Epoch [48][3020/3757] lr: 8.410e-02, eta: 3 days, 15:10:23, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4727, loss_cls: 3.6747, loss: 3.6747, grad_norm: 2.1379 2020-07-25 04:44:33,215 - mmaction - INFO - Epoch [48][3040/3757] lr: 8.410e-02, eta: 3 days, 15:09:59, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4539, loss_cls: 3.6944, loss: 3.6944, grad_norm: 2.1172 2020-07-25 04:44:44,641 - mmaction - INFO - Epoch [48][3060/3757] lr: 8.410e-02, eta: 3 days, 15:09:34, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4672, loss_cls: 3.6325, loss: 3.6325, grad_norm: 2.1540 2020-07-25 04:44:56,200 - mmaction - INFO - Epoch [48][3080/3757] lr: 8.410e-02, eta: 3 days, 15:09:10, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4484, loss_cls: 3.7584, loss: 3.7584, grad_norm: 2.1348 2020-07-25 04:45:07,667 - mmaction - INFO - Epoch [48][3100/3757] lr: 8.410e-02, eta: 3 days, 15:08:45, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4648, loss_cls: 3.6613, loss: 3.6613, grad_norm: 2.1384 2020-07-25 04:45:19,061 - mmaction - INFO - Epoch [48][3120/3757] lr: 8.410e-02, eta: 3 days, 15:08:20, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4391, loss_cls: 3.7430, loss: 3.7430, grad_norm: 2.1637 2020-07-25 04:45:30,474 - mmaction - INFO - Epoch [48][3140/3757] lr: 8.410e-02, eta: 3 days, 15:07:54, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4797, loss_cls: 3.6585, loss: 3.6585, grad_norm: 2.1084 2020-07-25 04:45:41,944 - mmaction - INFO - Epoch [48][3160/3757] lr: 8.410e-02, eta: 3 days, 15:07:30, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4562, loss_cls: 3.7555, loss: 3.7555, grad_norm: 2.1669 2020-07-25 04:45:53,315 - mmaction - INFO - Epoch [48][3180/3757] lr: 8.410e-02, eta: 3 days, 15:07:04, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2055, top5_acc: 0.4508, loss_cls: 3.6997, loss: 3.6997, grad_norm: 2.1614 2020-07-25 04:46:04,795 - mmaction - INFO - Epoch [48][3200/3757] lr: 8.410e-02, eta: 3 days, 15:06:40, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4680, loss_cls: 3.6772, loss: 3.6772, grad_norm: 2.1329 2020-07-25 04:46:16,159 - mmaction - INFO - Epoch [48][3220/3757] lr: 8.410e-02, eta: 3 days, 15:06:14, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2047, top5_acc: 0.4367, loss_cls: 3.7354, loss: 3.7354, grad_norm: 2.1343 2020-07-25 04:46:27,471 - mmaction - INFO - Epoch [48][3240/3757] lr: 8.410e-02, eta: 3 days, 15:05:48, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4523, loss_cls: 3.6780, loss: 3.6780, grad_norm: 2.1014 2020-07-25 04:46:38,932 - mmaction - INFO - Epoch [48][3260/3757] lr: 8.410e-02, eta: 3 days, 15:05:23, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4508, loss_cls: 3.7839, loss: 3.7839, grad_norm: 2.1704 2020-07-25 04:46:50,471 - mmaction - INFO - Epoch [48][3280/3757] lr: 8.410e-02, eta: 3 days, 15:04:59, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4641, loss_cls: 3.7007, loss: 3.7007, grad_norm: 2.1743 2020-07-25 04:47:02,049 - mmaction - INFO - Epoch [48][3300/3757] lr: 8.410e-02, eta: 3 days, 15:04:36, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4742, loss_cls: 3.5900, loss: 3.5900, grad_norm: 2.2026 2020-07-25 04:47:13,521 - mmaction - INFO - Epoch [48][3320/3757] lr: 8.410e-02, eta: 3 days, 15:04:11, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4625, loss_cls: 3.7200, loss: 3.7200, grad_norm: 2.2133 2020-07-25 04:47:24,885 - mmaction - INFO - Epoch [48][3340/3757] lr: 8.410e-02, eta: 3 days, 15:03:46, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4727, loss_cls: 3.6532, loss: 3.6532, grad_norm: 2.2131 2020-07-25 04:47:36,276 - mmaction - INFO - Epoch [48][3360/3757] lr: 8.410e-02, eta: 3 days, 15:03:20, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4492, loss_cls: 3.7489, loss: 3.7489, grad_norm: 2.1580 2020-07-25 04:47:47,791 - mmaction - INFO - Epoch [48][3380/3757] lr: 8.410e-02, eta: 3 days, 15:02:56, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4586, loss_cls: 3.6588, loss: 3.6588, grad_norm: 2.1550 2020-07-25 04:47:59,196 - mmaction - INFO - Epoch [48][3400/3757] lr: 8.410e-02, eta: 3 days, 15:02:31, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4562, loss_cls: 3.6643, loss: 3.6643, grad_norm: 2.1968 2020-07-25 04:48:10,613 - mmaction - INFO - Epoch [48][3420/3757] lr: 8.410e-02, eta: 3 days, 15:02:06, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4609, loss_cls: 3.7131, loss: 3.7131, grad_norm: 2.1644 2020-07-25 04:48:22,171 - mmaction - INFO - Epoch [48][3440/3757] lr: 8.410e-02, eta: 3 days, 15:01:43, time: 0.578, data_time: 0.014, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4797, loss_cls: 3.5564, loss: 3.5564, grad_norm: 2.1692 2020-07-25 04:48:33,654 - mmaction - INFO - Epoch [48][3460/3757] lr: 8.410e-02, eta: 3 days, 15:01:18, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4688, loss_cls: 3.6388, loss: 3.6388, grad_norm: 2.2799 2020-07-25 04:48:45,059 - mmaction - INFO - Epoch [48][3480/3757] lr: 8.410e-02, eta: 3 days, 15:00:53, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.4805, loss_cls: 3.5738, loss: 3.5738, grad_norm: 2.2488 2020-07-25 04:48:56,528 - mmaction - INFO - Epoch [48][3500/3757] lr: 8.410e-02, eta: 3 days, 15:00:29, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4773, loss_cls: 3.6290, loss: 3.6290, grad_norm: 2.2017 2020-07-25 04:49:07,959 - mmaction - INFO - Epoch [48][3520/3757] lr: 8.410e-02, eta: 3 days, 15:00:04, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4664, loss_cls: 3.6815, loss: 3.6815, grad_norm: 2.2273 2020-07-25 04:49:19,405 - mmaction - INFO - Epoch [48][3540/3757] lr: 8.410e-02, eta: 3 days, 14:59:39, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4672, loss_cls: 3.6764, loss: 3.6764, grad_norm: 2.1837 2020-07-25 04:49:30,823 - mmaction - INFO - Epoch [48][3560/3757] lr: 8.410e-02, eta: 3 days, 14:59:14, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4914, loss_cls: 3.5954, loss: 3.5954, grad_norm: 2.2102 2020-07-25 04:49:42,241 - mmaction - INFO - Epoch [48][3580/3757] lr: 8.410e-02, eta: 3 days, 14:58:49, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4742, loss_cls: 3.6193, loss: 3.6193, grad_norm: 2.1513 2020-07-25 04:49:53,704 - mmaction - INFO - Epoch [48][3600/3757] lr: 8.410e-02, eta: 3 days, 14:58:25, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4727, loss_cls: 3.6908, loss: 3.6908, grad_norm: 2.1571 2020-07-25 04:50:05,092 - mmaction - INFO - Epoch [48][3620/3757] lr: 8.410e-02, eta: 3 days, 14:58:00, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4617, loss_cls: 3.7123, loss: 3.7123, grad_norm: 2.1332 2020-07-25 04:50:16,535 - mmaction - INFO - Epoch [48][3640/3757] lr: 8.410e-02, eta: 3 days, 14:57:35, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4789, loss_cls: 3.6467, loss: 3.6467, grad_norm: 2.1451 2020-07-25 04:50:28,016 - mmaction - INFO - Epoch [48][3660/3757] lr: 8.410e-02, eta: 3 days, 14:57:11, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4641, loss_cls: 3.5906, loss: 3.5906, grad_norm: 2.1558 2020-07-25 04:50:39,434 - mmaction - INFO - Epoch [48][3680/3757] lr: 8.410e-02, eta: 3 days, 14:56:46, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4648, loss_cls: 3.7143, loss: 3.7143, grad_norm: 2.2856 2020-07-25 04:50:50,942 - mmaction - INFO - Epoch [48][3700/3757] lr: 8.410e-02, eta: 3 days, 14:56:22, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4477, loss_cls: 3.7453, loss: 3.7453, grad_norm: 2.2150 2020-07-25 04:51:02,398 - mmaction - INFO - Epoch [48][3720/3757] lr: 8.410e-02, eta: 3 days, 14:55:58, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4344, loss_cls: 3.7395, loss: 3.7395, grad_norm: 2.1846 2020-07-25 04:51:13,843 - mmaction - INFO - Epoch [48][3740/3757] lr: 8.410e-02, eta: 3 days, 14:55:33, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4672, loss_cls: 3.6778, loss: 3.6778, grad_norm: 2.1595 2020-07-25 04:54:39,458 - mmaction - INFO - Epoch [49][20/3757] lr: 8.346e-02, eta: 3 days, 15:22:48, time: 9.338, data_time: 8.637, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4578, loss_cls: 3.7122, loss: 3.7122, grad_norm: 2.1668 2020-07-25 04:54:50,883 - mmaction - INFO - Epoch [49][40/3757] lr: 8.346e-02, eta: 3 days, 15:22:23, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4680, loss_cls: 3.6664, loss: 3.6664, grad_norm: 2.1276 2020-07-25 04:55:02,301 - mmaction - INFO - Epoch [49][60/3757] lr: 8.346e-02, eta: 3 days, 15:21:57, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4758, loss_cls: 3.6206, loss: 3.6206, grad_norm: 2.1777 2020-07-25 04:55:13,748 - mmaction - INFO - Epoch [49][80/3757] lr: 8.346e-02, eta: 3 days, 15:21:32, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4516, loss_cls: 3.6786, loss: 3.6786, grad_norm: 2.2057 2020-07-25 04:55:25,061 - mmaction - INFO - Epoch [49][100/3757] lr: 8.346e-02, eta: 3 days, 15:21:05, time: 0.566, data_time: 0.004, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4758, loss_cls: 3.5997, loss: 3.5997, grad_norm: 2.1109 2020-07-25 04:55:36,375 - mmaction - INFO - Epoch [49][120/3757] lr: 8.346e-02, eta: 3 days, 15:20:39, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4672, loss_cls: 3.6420, loss: 3.6420, grad_norm: 2.1316 2020-07-25 04:55:47,806 - mmaction - INFO - Epoch [49][140/3757] lr: 8.346e-02, eta: 3 days, 15:20:13, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4750, loss_cls: 3.6287, loss: 3.6287, grad_norm: 2.1878 2020-07-25 04:55:59,192 - mmaction - INFO - Epoch [49][160/3757] lr: 8.346e-02, eta: 3 days, 15:19:48, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4641, loss_cls: 3.6361, loss: 3.6361, grad_norm: 2.2572 2020-07-25 04:56:10,547 - mmaction - INFO - Epoch [49][180/3757] lr: 8.346e-02, eta: 3 days, 15:19:21, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4820, loss_cls: 3.6251, loss: 3.6251, grad_norm: 2.2195 2020-07-25 04:56:22,009 - mmaction - INFO - Epoch [49][200/3757] lr: 8.346e-02, eta: 3 days, 15:18:56, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4555, loss_cls: 3.6861, loss: 3.6861, grad_norm: 2.1974 2020-07-25 04:56:33,324 - mmaction - INFO - Epoch [49][220/3757] lr: 8.346e-02, eta: 3 days, 15:18:30, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4594, loss_cls: 3.6944, loss: 3.6944, grad_norm: 2.1895 2020-07-25 04:56:44,688 - mmaction - INFO - Epoch [49][240/3757] lr: 8.346e-02, eta: 3 days, 15:18:04, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4742, loss_cls: 3.5614, loss: 3.5614, grad_norm: 2.1444 2020-07-25 04:56:55,973 - mmaction - INFO - Epoch [49][260/3757] lr: 8.346e-02, eta: 3 days, 15:17:37, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2039, top5_acc: 0.4383, loss_cls: 3.7158, loss: 3.7158, grad_norm: 2.2589 2020-07-25 04:57:07,344 - mmaction - INFO - Epoch [49][280/3757] lr: 8.346e-02, eta: 3 days, 15:17:11, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4570, loss_cls: 3.6801, loss: 3.6801, grad_norm: 2.1171 2020-07-25 04:57:18,746 - mmaction - INFO - Epoch [49][300/3757] lr: 8.346e-02, eta: 3 days, 15:16:46, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4492, loss_cls: 3.6959, loss: 3.6959, grad_norm: 2.1937 2020-07-25 04:57:30,121 - mmaction - INFO - Epoch [49][320/3757] lr: 8.346e-02, eta: 3 days, 15:16:20, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2102, top5_acc: 0.4547, loss_cls: 3.7071, loss: 3.7071, grad_norm: 2.1651 2020-07-25 04:57:41,580 - mmaction - INFO - Epoch [49][340/3757] lr: 8.346e-02, eta: 3 days, 15:15:55, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4680, loss_cls: 3.6481, loss: 3.6481, grad_norm: 2.1806 2020-07-25 04:57:52,922 - mmaction - INFO - Epoch [49][360/3757] lr: 8.346e-02, eta: 3 days, 15:15:29, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4711, loss_cls: 3.6376, loss: 3.6376, grad_norm: 2.1762 2020-07-25 04:58:04,226 - mmaction - INFO - Epoch [49][380/3757] lr: 8.346e-02, eta: 3 days, 15:15:02, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4617, loss_cls: 3.6870, loss: 3.6870, grad_norm: 2.1266 2020-07-25 04:58:15,753 - mmaction - INFO - Epoch [49][400/3757] lr: 8.346e-02, eta: 3 days, 15:14:38, time: 0.577, data_time: 0.010, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4969, loss_cls: 3.5561, loss: 3.5561, grad_norm: 2.1692 2020-07-25 04:58:27,135 - mmaction - INFO - Epoch [49][420/3757] lr: 8.346e-02, eta: 3 days, 15:14:12, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4555, loss_cls: 3.6969, loss: 3.6969, grad_norm: 2.1714 2020-07-25 04:58:38,501 - mmaction - INFO - Epoch [49][440/3757] lr: 8.346e-02, eta: 3 days, 15:13:46, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4633, loss_cls: 3.6332, loss: 3.6332, grad_norm: 2.1858 2020-07-25 04:58:49,852 - mmaction - INFO - Epoch [49][460/3757] lr: 8.346e-02, eta: 3 days, 15:13:20, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4602, loss_cls: 3.6981, loss: 3.6981, grad_norm: 2.1720 2020-07-25 04:59:01,265 - mmaction - INFO - Epoch [49][480/3757] lr: 8.346e-02, eta: 3 days, 15:12:55, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4594, loss_cls: 3.6909, loss: 3.6909, grad_norm: 2.2031 2020-07-25 04:59:12,762 - mmaction - INFO - Epoch [49][500/3757] lr: 8.346e-02, eta: 3 days, 15:12:30, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4711, loss_cls: 3.6419, loss: 3.6419, grad_norm: 2.0918 2020-07-25 04:59:24,158 - mmaction - INFO - Epoch [49][520/3757] lr: 8.346e-02, eta: 3 days, 15:12:05, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4906, loss_cls: 3.6223, loss: 3.6223, grad_norm: 2.1393 2020-07-25 04:59:35,719 - mmaction - INFO - Epoch [49][540/3757] lr: 8.346e-02, eta: 3 days, 15:11:41, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4914, loss_cls: 3.6142, loss: 3.6142, grad_norm: 2.1198 2020-07-25 04:59:47,172 - mmaction - INFO - Epoch [49][560/3757] lr: 8.346e-02, eta: 3 days, 15:11:16, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4742, loss_cls: 3.6170, loss: 3.6170, grad_norm: 2.1364 2020-07-25 04:59:58,599 - mmaction - INFO - Epoch [49][580/3757] lr: 8.346e-02, eta: 3 days, 15:10:51, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4305, loss_cls: 3.7770, loss: 3.7770, grad_norm: 2.1713 2020-07-25 05:00:16,244 - mmaction - INFO - Epoch [49][600/3757] lr: 8.346e-02, eta: 3 days, 15:11:26, time: 0.873, data_time: 0.004, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4555, loss_cls: 3.6950, loss: 3.6950, grad_norm: 2.1501 2020-07-25 05:00:27,729 - mmaction - INFO - Epoch [49][620/3757] lr: 8.346e-02, eta: 3 days, 15:11:04, time: 0.584, data_time: 0.012, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4766, loss_cls: 3.5424, loss: 3.5424, grad_norm: 2.1359 2020-07-25 05:00:39,138 - mmaction - INFO - Epoch [49][640/3757] lr: 8.346e-02, eta: 3 days, 15:10:38, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4633, loss_cls: 3.7426, loss: 3.7426, grad_norm: 2.2957 2020-07-25 05:00:50,574 - mmaction - INFO - Epoch [49][660/3757] lr: 8.346e-02, eta: 3 days, 15:10:13, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4695, loss_cls: 3.6307, loss: 3.6307, grad_norm: 2.1842 2020-07-25 05:01:02,118 - mmaction - INFO - Epoch [49][680/3757] lr: 8.346e-02, eta: 3 days, 15:09:49, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4656, loss_cls: 3.6251, loss: 3.6251, grad_norm: 2.1463 2020-07-25 05:01:13,571 - mmaction - INFO - Epoch [49][700/3757] lr: 8.346e-02, eta: 3 days, 15:09:24, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4625, loss_cls: 3.6791, loss: 3.6791, grad_norm: 2.2291 2020-07-25 05:01:24,963 - mmaction - INFO - Epoch [49][720/3757] lr: 8.346e-02, eta: 3 days, 15:08:59, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4594, loss_cls: 3.6638, loss: 3.6638, grad_norm: 2.2129 2020-07-25 05:01:36,257 - mmaction - INFO - Epoch [49][740/3757] lr: 8.346e-02, eta: 3 days, 15:08:33, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4820, loss_cls: 3.6316, loss: 3.6316, grad_norm: 2.1785 2020-07-25 05:01:47,740 - mmaction - INFO - Epoch [49][760/3757] lr: 8.346e-02, eta: 3 days, 15:08:08, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4680, loss_cls: 3.6347, loss: 3.6347, grad_norm: 2.2052 2020-07-25 05:01:59,074 - mmaction - INFO - Epoch [49][780/3757] lr: 8.346e-02, eta: 3 days, 15:07:42, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4773, loss_cls: 3.5883, loss: 3.5883, grad_norm: 2.1635 2020-07-25 05:02:10,456 - mmaction - INFO - Epoch [49][800/3757] lr: 8.346e-02, eta: 3 days, 15:07:17, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2094, top5_acc: 0.4562, loss_cls: 3.7519, loss: 3.7519, grad_norm: 2.1995 2020-07-25 05:02:21,871 - mmaction - INFO - Epoch [49][820/3757] lr: 8.346e-02, eta: 3 days, 15:06:51, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4727, loss_cls: 3.6903, loss: 3.6903, grad_norm: 2.1496 2020-07-25 05:02:33,388 - mmaction - INFO - Epoch [49][840/3757] lr: 8.346e-02, eta: 3 days, 15:06:27, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4727, loss_cls: 3.6382, loss: 3.6382, grad_norm: 2.1462 2020-07-25 05:02:44,853 - mmaction - INFO - Epoch [49][860/3757] lr: 8.346e-02, eta: 3 days, 15:06:03, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4609, loss_cls: 3.7164, loss: 3.7164, grad_norm: 2.2196 2020-07-25 05:02:56,290 - mmaction - INFO - Epoch [49][880/3757] lr: 8.346e-02, eta: 3 days, 15:05:38, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4648, loss_cls: 3.6349, loss: 3.6349, grad_norm: 2.1915 2020-07-25 05:03:07,939 - mmaction - INFO - Epoch [49][900/3757] lr: 8.346e-02, eta: 3 days, 15:05:15, time: 0.582, data_time: 0.004, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4852, loss_cls: 3.5596, loss: 3.5596, grad_norm: 2.1349 2020-07-25 05:03:19,362 - mmaction - INFO - Epoch [49][920/3757] lr: 8.346e-02, eta: 3 days, 15:04:50, time: 0.571, data_time: 0.001, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4648, loss_cls: 3.6219, loss: 3.6219, grad_norm: 2.2199 2020-07-25 05:03:30,918 - mmaction - INFO - Epoch [49][940/3757] lr: 8.346e-02, eta: 3 days, 15:04:26, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4766, loss_cls: 3.6614, loss: 3.6614, grad_norm: 2.1450 2020-07-25 05:03:42,348 - mmaction - INFO - Epoch [49][960/3757] lr: 8.346e-02, eta: 3 days, 15:04:01, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4719, loss_cls: 3.5835, loss: 3.5835, grad_norm: 2.1684 2020-07-25 05:03:53,827 - mmaction - INFO - Epoch [49][980/3757] lr: 8.346e-02, eta: 3 days, 15:03:37, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4633, loss_cls: 3.6303, loss: 3.6303, grad_norm: 2.2206 2020-07-25 05:04:05,276 - mmaction - INFO - Epoch [49][1000/3757] lr: 8.346e-02, eta: 3 days, 15:03:12, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4531, loss_cls: 3.6975, loss: 3.6975, grad_norm: 2.2154 2020-07-25 05:04:16,692 - mmaction - INFO - Epoch [49][1020/3757] lr: 8.346e-02, eta: 3 days, 15:02:47, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4773, loss_cls: 3.6132, loss: 3.6132, grad_norm: 2.1746 2020-07-25 05:04:28,127 - mmaction - INFO - Epoch [49][1040/3757] lr: 8.346e-02, eta: 3 days, 15:02:22, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4711, loss_cls: 3.6394, loss: 3.6394, grad_norm: 2.2073 2020-07-25 05:04:39,563 - mmaction - INFO - Epoch [49][1060/3757] lr: 8.346e-02, eta: 3 days, 15:01:57, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4813, loss_cls: 3.5951, loss: 3.5951, grad_norm: 2.1716 2020-07-25 05:04:51,116 - mmaction - INFO - Epoch [49][1080/3757] lr: 8.346e-02, eta: 3 days, 15:01:34, time: 0.578, data_time: 0.004, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4609, loss_cls: 3.6290, loss: 3.6290, grad_norm: 2.2362 2020-07-25 05:05:02,832 - mmaction - INFO - Epoch [49][1100/3757] lr: 8.346e-02, eta: 3 days, 15:01:11, time: 0.585, data_time: 0.003, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4484, loss_cls: 3.7256, loss: 3.7256, grad_norm: 2.2358 2020-07-25 05:05:14,202 - mmaction - INFO - Epoch [49][1120/3757] lr: 8.346e-02, eta: 3 days, 15:00:46, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4703, loss_cls: 3.7010, loss: 3.7010, grad_norm: 2.2090 2020-07-25 05:05:25,685 - mmaction - INFO - Epoch [49][1140/3757] lr: 8.346e-02, eta: 3 days, 15:00:22, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4672, loss_cls: 3.6282, loss: 3.6282, grad_norm: 2.2338 2020-07-25 05:05:37,071 - mmaction - INFO - Epoch [49][1160/3757] lr: 8.346e-02, eta: 3 days, 14:59:56, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4625, loss_cls: 3.6868, loss: 3.6868, grad_norm: 2.1650 2020-07-25 05:05:48,624 - mmaction - INFO - Epoch [49][1180/3757] lr: 8.346e-02, eta: 3 days, 14:59:33, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4633, loss_cls: 3.6615, loss: 3.6615, grad_norm: 2.1474 2020-07-25 05:06:00,061 - mmaction - INFO - Epoch [49][1200/3757] lr: 8.346e-02, eta: 3 days, 14:59:08, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4773, loss_cls: 3.6781, loss: 3.6781, grad_norm: 2.2378 2020-07-25 05:06:11,471 - mmaction - INFO - Epoch [49][1220/3757] lr: 8.346e-02, eta: 3 days, 14:58:43, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4727, loss_cls: 3.6576, loss: 3.6576, grad_norm: 2.1800 2020-07-25 05:06:22,900 - mmaction - INFO - Epoch [49][1240/3757] lr: 8.346e-02, eta: 3 days, 14:58:18, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4695, loss_cls: 3.6406, loss: 3.6406, grad_norm: 2.0933 2020-07-25 05:06:34,387 - mmaction - INFO - Epoch [49][1260/3757] lr: 8.346e-02, eta: 3 days, 14:57:54, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4680, loss_cls: 3.6573, loss: 3.6573, grad_norm: 2.1657 2020-07-25 05:06:45,855 - mmaction - INFO - Epoch [49][1280/3757] lr: 8.346e-02, eta: 3 days, 14:57:30, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4523, loss_cls: 3.7109, loss: 3.7109, grad_norm: 2.2154 2020-07-25 05:06:57,358 - mmaction - INFO - Epoch [49][1300/3757] lr: 8.346e-02, eta: 3 days, 14:57:06, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4555, loss_cls: 3.6900, loss: 3.6900, grad_norm: 2.1411 2020-07-25 05:07:08,754 - mmaction - INFO - Epoch [49][1320/3757] lr: 8.346e-02, eta: 3 days, 14:56:40, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4445, loss_cls: 3.7521, loss: 3.7521, grad_norm: 2.2222 2020-07-25 05:07:20,207 - mmaction - INFO - Epoch [49][1340/3757] lr: 8.346e-02, eta: 3 days, 14:56:16, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4766, loss_cls: 3.6346, loss: 3.6346, grad_norm: 2.1224 2020-07-25 05:07:31,590 - mmaction - INFO - Epoch [49][1360/3757] lr: 8.346e-02, eta: 3 days, 14:55:51, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4805, loss_cls: 3.5840, loss: 3.5840, grad_norm: 2.1749 2020-07-25 05:07:43,090 - mmaction - INFO - Epoch [49][1380/3757] lr: 8.346e-02, eta: 3 days, 14:55:27, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.4813, loss_cls: 3.6165, loss: 3.6165, grad_norm: 2.2665 2020-07-25 05:07:54,579 - mmaction - INFO - Epoch [49][1400/3757] lr: 8.346e-02, eta: 3 days, 14:55:03, time: 0.575, data_time: 0.008, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4750, loss_cls: 3.7067, loss: 3.7067, grad_norm: 2.2898 2020-07-25 05:08:05,976 - mmaction - INFO - Epoch [49][1420/3757] lr: 8.346e-02, eta: 3 days, 14:54:38, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4469, loss_cls: 3.7610, loss: 3.7610, grad_norm: 2.1823 2020-07-25 05:08:17,357 - mmaction - INFO - Epoch [49][1440/3757] lr: 8.346e-02, eta: 3 days, 14:54:12, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4555, loss_cls: 3.6913, loss: 3.6913, grad_norm: 2.1334 2020-07-25 05:08:28,759 - mmaction - INFO - Epoch [49][1460/3757] lr: 8.346e-02, eta: 3 days, 14:53:47, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4578, loss_cls: 3.7073, loss: 3.7073, grad_norm: 2.2350 2020-07-25 05:08:40,133 - mmaction - INFO - Epoch [49][1480/3757] lr: 8.346e-02, eta: 3 days, 14:53:22, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4852, loss_cls: 3.5816, loss: 3.5816, grad_norm: 2.1400 2020-07-25 05:08:51,560 - mmaction - INFO - Epoch [49][1500/3757] lr: 8.346e-02, eta: 3 days, 14:52:57, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4586, loss_cls: 3.6556, loss: 3.6556, grad_norm: 2.1866 2020-07-25 05:09:02,944 - mmaction - INFO - Epoch [49][1520/3757] lr: 8.346e-02, eta: 3 days, 14:52:32, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4570, loss_cls: 3.6874, loss: 3.6874, grad_norm: 2.2324 2020-07-25 05:09:14,607 - mmaction - INFO - Epoch [49][1540/3757] lr: 8.346e-02, eta: 3 days, 14:52:10, time: 0.582, data_time: 0.016, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4727, loss_cls: 3.6614, loss: 3.6614, grad_norm: 2.1521 2020-07-25 05:09:26,010 - mmaction - INFO - Epoch [49][1560/3757] lr: 8.346e-02, eta: 3 days, 14:51:45, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4492, loss_cls: 3.7092, loss: 3.7092, grad_norm: 2.1254 2020-07-25 05:09:37,424 - mmaction - INFO - Epoch [49][1580/3757] lr: 8.346e-02, eta: 3 days, 14:51:20, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4594, loss_cls: 3.6935, loss: 3.6935, grad_norm: 2.2062 2020-07-25 05:09:48,864 - mmaction - INFO - Epoch [49][1600/3757] lr: 8.346e-02, eta: 3 days, 14:50:56, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4938, loss_cls: 3.5847, loss: 3.5847, grad_norm: 2.1677 2020-07-25 05:10:00,259 - mmaction - INFO - Epoch [49][1620/3757] lr: 8.346e-02, eta: 3 days, 14:50:31, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4922, loss_cls: 3.5905, loss: 3.5905, grad_norm: 2.2322 2020-07-25 05:10:11,597 - mmaction - INFO - Epoch [49][1640/3757] lr: 8.346e-02, eta: 3 days, 14:50:05, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4562, loss_cls: 3.7224, loss: 3.7224, grad_norm: 2.2014 2020-07-25 05:10:23,094 - mmaction - INFO - Epoch [49][1660/3757] lr: 8.346e-02, eta: 3 days, 14:49:42, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4648, loss_cls: 3.7063, loss: 3.7063, grad_norm: 2.2609 2020-07-25 05:10:34,484 - mmaction - INFO - Epoch [49][1680/3757] lr: 8.346e-02, eta: 3 days, 14:49:16, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4477, loss_cls: 3.6855, loss: 3.6855, grad_norm: 2.1607 2020-07-25 05:10:45,914 - mmaction - INFO - Epoch [49][1700/3757] lr: 8.346e-02, eta: 3 days, 14:48:52, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4594, loss_cls: 3.6749, loss: 3.6749, grad_norm: 2.2410 2020-07-25 05:10:57,308 - mmaction - INFO - Epoch [49][1720/3757] lr: 8.346e-02, eta: 3 days, 14:48:27, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4477, loss_cls: 3.7120, loss: 3.7120, grad_norm: 2.1830 2020-07-25 05:11:08,722 - mmaction - INFO - Epoch [49][1740/3757] lr: 8.346e-02, eta: 3 days, 14:48:02, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4359, loss_cls: 3.7342, loss: 3.7342, grad_norm: 2.1502 2020-07-25 05:11:20,238 - mmaction - INFO - Epoch [49][1760/3757] lr: 8.346e-02, eta: 3 days, 14:47:39, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4430, loss_cls: 3.6916, loss: 3.6916, grad_norm: 2.1243 2020-07-25 05:11:31,675 - mmaction - INFO - Epoch [49][1780/3757] lr: 8.346e-02, eta: 3 days, 14:47:14, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4633, loss_cls: 3.6243, loss: 3.6243, grad_norm: 2.1671 2020-07-25 05:11:42,951 - mmaction - INFO - Epoch [49][1800/3757] lr: 8.346e-02, eta: 3 days, 14:46:48, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.4734, loss_cls: 3.5682, loss: 3.5682, grad_norm: 2.1364 2020-07-25 05:11:54,430 - mmaction - INFO - Epoch [49][1820/3757] lr: 8.346e-02, eta: 3 days, 14:46:24, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4539, loss_cls: 3.6237, loss: 3.6237, grad_norm: 2.2121 2020-07-25 05:12:05,875 - mmaction - INFO - Epoch [49][1840/3757] lr: 8.346e-02, eta: 3 days, 14:46:00, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4773, loss_cls: 3.5789, loss: 3.5789, grad_norm: 2.1737 2020-07-25 05:12:17,319 - mmaction - INFO - Epoch [49][1860/3757] lr: 8.346e-02, eta: 3 days, 14:45:36, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2094, top5_acc: 0.4313, loss_cls: 3.7756, loss: 3.7756, grad_norm: 2.2452 2020-07-25 05:12:28,750 - mmaction - INFO - Epoch [49][1880/3757] lr: 8.346e-02, eta: 3 days, 14:45:11, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4734, loss_cls: 3.6465, loss: 3.6465, grad_norm: 2.1561 2020-07-25 05:12:40,207 - mmaction - INFO - Epoch [49][1900/3757] lr: 8.346e-02, eta: 3 days, 14:44:47, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2078, top5_acc: 0.4656, loss_cls: 3.7178, loss: 3.7178, grad_norm: 2.1492 2020-07-25 05:12:51,692 - mmaction - INFO - Epoch [49][1920/3757] lr: 8.346e-02, eta: 3 days, 14:44:23, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4648, loss_cls: 3.6734, loss: 3.6734, grad_norm: 2.1794 2020-07-25 05:13:03,125 - mmaction - INFO - Epoch [49][1940/3757] lr: 8.346e-02, eta: 3 days, 14:43:59, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4562, loss_cls: 3.7039, loss: 3.7039, grad_norm: 2.1892 2020-07-25 05:13:14,676 - mmaction - INFO - Epoch [49][1960/3757] lr: 8.346e-02, eta: 3 days, 14:43:35, time: 0.578, data_time: 0.004, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4914, loss_cls: 3.5769, loss: 3.5769, grad_norm: 2.1710 2020-07-25 05:13:26,089 - mmaction - INFO - Epoch [49][1980/3757] lr: 8.346e-02, eta: 3 days, 14:43:11, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4500, loss_cls: 3.6806, loss: 3.6806, grad_norm: 2.2143 2020-07-25 05:13:37,596 - mmaction - INFO - Epoch [49][2000/3757] lr: 8.346e-02, eta: 3 days, 14:42:47, time: 0.575, data_time: 0.002, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4672, loss_cls: 3.7484, loss: 3.7484, grad_norm: 2.1378 2020-07-25 05:13:48,906 - mmaction - INFO - Epoch [49][2020/3757] lr: 8.346e-02, eta: 3 days, 14:42:22, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4477, loss_cls: 3.7345, loss: 3.7345, grad_norm: 2.1740 2020-07-25 05:14:00,351 - mmaction - INFO - Epoch [49][2040/3757] lr: 8.346e-02, eta: 3 days, 14:41:57, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4789, loss_cls: 3.6145, loss: 3.6145, grad_norm: 2.1380 2020-07-25 05:14:11,763 - mmaction - INFO - Epoch [49][2060/3757] lr: 8.346e-02, eta: 3 days, 14:41:33, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4531, loss_cls: 3.6859, loss: 3.6859, grad_norm: 2.1765 2020-07-25 05:14:23,170 - mmaction - INFO - Epoch [49][2080/3757] lr: 8.346e-02, eta: 3 days, 14:41:08, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4398, loss_cls: 3.8153, loss: 3.8153, grad_norm: 2.1668 2020-07-25 05:14:34,595 - mmaction - INFO - Epoch [49][2100/3757] lr: 8.346e-02, eta: 3 days, 14:40:44, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4570, loss_cls: 3.6609, loss: 3.6609, grad_norm: 2.0703 2020-07-25 05:14:46,055 - mmaction - INFO - Epoch [49][2120/3757] lr: 8.346e-02, eta: 3 days, 14:40:20, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4695, loss_cls: 3.6691, loss: 3.6691, grad_norm: 2.1447 2020-07-25 05:14:57,514 - mmaction - INFO - Epoch [49][2140/3757] lr: 8.346e-02, eta: 3 days, 14:39:56, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4602, loss_cls: 3.6493, loss: 3.6493, grad_norm: 2.1722 2020-07-25 05:15:09,009 - mmaction - INFO - Epoch [49][2160/3757] lr: 8.346e-02, eta: 3 days, 14:39:32, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4750, loss_cls: 3.5802, loss: 3.5802, grad_norm: 2.1767 2020-07-25 05:15:20,558 - mmaction - INFO - Epoch [49][2180/3757] lr: 8.346e-02, eta: 3 days, 14:39:09, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4656, loss_cls: 3.6452, loss: 3.6452, grad_norm: 2.2198 2020-07-25 05:15:31,967 - mmaction - INFO - Epoch [49][2200/3757] lr: 8.346e-02, eta: 3 days, 14:38:44, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4594, loss_cls: 3.6700, loss: 3.6700, grad_norm: 2.2324 2020-07-25 05:15:43,385 - mmaction - INFO - Epoch [49][2220/3757] lr: 8.346e-02, eta: 3 days, 14:38:20, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4508, loss_cls: 3.7111, loss: 3.7111, grad_norm: 2.1529 2020-07-25 05:15:54,806 - mmaction - INFO - Epoch [49][2240/3757] lr: 8.346e-02, eta: 3 days, 14:37:55, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4773, loss_cls: 3.6495, loss: 3.6495, grad_norm: 2.2280 2020-07-25 05:16:06,205 - mmaction - INFO - Epoch [49][2260/3757] lr: 8.346e-02, eta: 3 days, 14:37:31, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4602, loss_cls: 3.7037, loss: 3.7037, grad_norm: 2.2110 2020-07-25 05:16:17,649 - mmaction - INFO - Epoch [49][2280/3757] lr: 8.346e-02, eta: 3 days, 14:37:07, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4672, loss_cls: 3.6232, loss: 3.6232, grad_norm: 2.1374 2020-07-25 05:16:29,055 - mmaction - INFO - Epoch [49][2300/3757] lr: 8.346e-02, eta: 3 days, 14:36:42, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4617, loss_cls: 3.6634, loss: 3.6634, grad_norm: 2.1424 2020-07-25 05:16:40,435 - mmaction - INFO - Epoch [49][2320/3757] lr: 8.346e-02, eta: 3 days, 14:36:18, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4648, loss_cls: 3.7175, loss: 3.7175, grad_norm: 2.2064 2020-07-25 05:16:51,907 - mmaction - INFO - Epoch [49][2340/3757] lr: 8.346e-02, eta: 3 days, 14:35:54, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4711, loss_cls: 3.6450, loss: 3.6450, grad_norm: 2.1532 2020-07-25 05:17:03,405 - mmaction - INFO - Epoch [49][2360/3757] lr: 8.346e-02, eta: 3 days, 14:35:30, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4789, loss_cls: 3.6519, loss: 3.6519, grad_norm: 2.1882 2020-07-25 05:17:14,797 - mmaction - INFO - Epoch [49][2380/3757] lr: 8.346e-02, eta: 3 days, 14:35:06, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4414, loss_cls: 3.7273, loss: 3.7273, grad_norm: 2.2100 2020-07-25 05:17:26,263 - mmaction - INFO - Epoch [49][2400/3757] lr: 8.346e-02, eta: 3 days, 14:34:42, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4797, loss_cls: 3.6468, loss: 3.6468, grad_norm: 2.1529 2020-07-25 05:17:37,748 - mmaction - INFO - Epoch [49][2420/3757] lr: 8.346e-02, eta: 3 days, 14:34:18, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4352, loss_cls: 3.8073, loss: 3.8073, grad_norm: 2.2517 2020-07-25 05:17:49,190 - mmaction - INFO - Epoch [49][2440/3757] lr: 8.346e-02, eta: 3 days, 14:33:54, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4695, loss_cls: 3.6734, loss: 3.6734, grad_norm: 2.1244 2020-07-25 05:18:00,536 - mmaction - INFO - Epoch [49][2460/3757] lr: 8.346e-02, eta: 3 days, 14:33:29, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4422, loss_cls: 3.7117, loss: 3.7117, grad_norm: 2.1637 2020-07-25 05:18:11,976 - mmaction - INFO - Epoch [49][2480/3757] lr: 8.346e-02, eta: 3 days, 14:33:05, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4641, loss_cls: 3.6803, loss: 3.6803, grad_norm: 2.1448 2020-07-25 05:18:23,446 - mmaction - INFO - Epoch [49][2500/3757] lr: 8.346e-02, eta: 3 days, 14:32:41, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4383, loss_cls: 3.6922, loss: 3.6922, grad_norm: 2.2018 2020-07-25 05:18:34,950 - mmaction - INFO - Epoch [49][2520/3757] lr: 8.346e-02, eta: 3 days, 14:32:18, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4453, loss_cls: 3.7099, loss: 3.7099, grad_norm: 2.1612 2020-07-25 05:18:46,392 - mmaction - INFO - Epoch [49][2540/3757] lr: 8.346e-02, eta: 3 days, 14:31:54, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4891, loss_cls: 3.5832, loss: 3.5832, grad_norm: 2.1190 2020-07-25 05:18:57,794 - mmaction - INFO - Epoch [49][2560/3757] lr: 8.346e-02, eta: 3 days, 14:31:29, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4734, loss_cls: 3.6158, loss: 3.6158, grad_norm: 2.1738 2020-07-25 05:19:09,275 - mmaction - INFO - Epoch [49][2580/3757] lr: 8.346e-02, eta: 3 days, 14:31:06, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4609, loss_cls: 3.7172, loss: 3.7172, grad_norm: 2.2176 2020-07-25 05:19:20,769 - mmaction - INFO - Epoch [49][2600/3757] lr: 8.346e-02, eta: 3 days, 14:30:42, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4703, loss_cls: 3.6279, loss: 3.6279, grad_norm: 2.1972 2020-07-25 05:19:32,206 - mmaction - INFO - Epoch [49][2620/3757] lr: 8.346e-02, eta: 3 days, 14:30:18, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2023, top5_acc: 0.4445, loss_cls: 3.7620, loss: 3.7620, grad_norm: 2.1652 2020-07-25 05:19:43,637 - mmaction - INFO - Epoch [49][2640/3757] lr: 8.346e-02, eta: 3 days, 14:29:54, time: 0.571, data_time: 0.006, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4680, loss_cls: 3.6665, loss: 3.6665, grad_norm: 2.1197 2020-07-25 05:19:55,079 - mmaction - INFO - Epoch [49][2660/3757] lr: 8.346e-02, eta: 3 days, 14:29:30, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4672, loss_cls: 3.6651, loss: 3.6651, grad_norm: 2.1602 2020-07-25 05:20:06,470 - mmaction - INFO - Epoch [49][2680/3757] lr: 8.346e-02, eta: 3 days, 14:29:06, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4547, loss_cls: 3.6834, loss: 3.6834, grad_norm: 2.1313 2020-07-25 05:20:17,863 - mmaction - INFO - Epoch [49][2700/3757] lr: 8.346e-02, eta: 3 days, 14:28:41, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2078, top5_acc: 0.4430, loss_cls: 3.7273, loss: 3.7273, grad_norm: 2.2136 2020-07-25 05:20:29,274 - mmaction - INFO - Epoch [49][2720/3757] lr: 8.346e-02, eta: 3 days, 14:28:17, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4516, loss_cls: 3.7343, loss: 3.7343, grad_norm: 2.1613 2020-07-25 05:20:40,646 - mmaction - INFO - Epoch [49][2740/3757] lr: 8.346e-02, eta: 3 days, 14:27:53, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4648, loss_cls: 3.6379, loss: 3.6379, grad_norm: 2.2412 2020-07-25 05:20:52,076 - mmaction - INFO - Epoch [49][2760/3757] lr: 8.346e-02, eta: 3 days, 14:27:29, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4391, loss_cls: 3.7794, loss: 3.7794, grad_norm: 2.1753 2020-07-25 05:21:03,456 - mmaction - INFO - Epoch [49][2780/3757] lr: 8.346e-02, eta: 3 days, 14:27:04, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4852, loss_cls: 3.5640, loss: 3.5640, grad_norm: 2.1424 2020-07-25 05:21:14,842 - mmaction - INFO - Epoch [49][2800/3757] lr: 8.346e-02, eta: 3 days, 14:26:40, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4797, loss_cls: 3.6198, loss: 3.6198, grad_norm: 2.1768 2020-07-25 05:21:26,297 - mmaction - INFO - Epoch [49][2820/3757] lr: 8.346e-02, eta: 3 days, 14:26:16, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4742, loss_cls: 3.6577, loss: 3.6577, grad_norm: 2.1409 2020-07-25 05:21:37,759 - mmaction - INFO - Epoch [49][2840/3757] lr: 8.346e-02, eta: 3 days, 14:25:52, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4586, loss_cls: 3.7160, loss: 3.7160, grad_norm: 2.2445 2020-07-25 05:21:49,259 - mmaction - INFO - Epoch [49][2860/3757] lr: 8.346e-02, eta: 3 days, 14:25:29, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4555, loss_cls: 3.7315, loss: 3.7315, grad_norm: 2.1407 2020-07-25 05:22:00,669 - mmaction - INFO - Epoch [49][2880/3757] lr: 8.346e-02, eta: 3 days, 14:25:05, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4695, loss_cls: 3.7158, loss: 3.7158, grad_norm: 2.2175 2020-07-25 05:22:12,044 - mmaction - INFO - Epoch [49][2900/3757] lr: 8.346e-02, eta: 3 days, 14:24:40, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4859, loss_cls: 3.6028, loss: 3.6028, grad_norm: 2.2076 2020-07-25 05:22:23,475 - mmaction - INFO - Epoch [49][2920/3757] lr: 8.346e-02, eta: 3 days, 14:24:16, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4664, loss_cls: 3.6155, loss: 3.6155, grad_norm: 2.2043 2020-07-25 05:22:34,794 - mmaction - INFO - Epoch [49][2940/3757] lr: 8.346e-02, eta: 3 days, 14:23:51, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4805, loss_cls: 3.6482, loss: 3.6482, grad_norm: 2.2482 2020-07-25 05:22:46,232 - mmaction - INFO - Epoch [49][2960/3757] lr: 8.346e-02, eta: 3 days, 14:23:27, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4648, loss_cls: 3.6942, loss: 3.6942, grad_norm: 2.1688 2020-07-25 05:22:57,657 - mmaction - INFO - Epoch [49][2980/3757] lr: 8.346e-02, eta: 3 days, 14:23:03, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4695, loss_cls: 3.6166, loss: 3.6166, grad_norm: 2.1048 2020-07-25 05:23:09,038 - mmaction - INFO - Epoch [49][3000/3757] lr: 8.346e-02, eta: 3 days, 14:22:39, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4727, loss_cls: 3.6753, loss: 3.6753, grad_norm: 2.1492 2020-07-25 05:23:20,447 - mmaction - INFO - Epoch [49][3020/3757] lr: 8.346e-02, eta: 3 days, 14:22:15, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4516, loss_cls: 3.7149, loss: 3.7149, grad_norm: 2.1631 2020-07-25 05:23:31,835 - mmaction - INFO - Epoch [49][3040/3757] lr: 8.346e-02, eta: 3 days, 14:21:51, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4719, loss_cls: 3.6115, loss: 3.6115, grad_norm: 2.1604 2020-07-25 05:23:43,339 - mmaction - INFO - Epoch [49][3060/3757] lr: 8.346e-02, eta: 3 days, 14:21:27, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4617, loss_cls: 3.6504, loss: 3.6504, grad_norm: 2.1395 2020-07-25 05:23:54,730 - mmaction - INFO - Epoch [49][3080/3757] lr: 8.346e-02, eta: 3 days, 14:21:03, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4508, loss_cls: 3.7760, loss: 3.7760, grad_norm: 2.2054 2020-07-25 05:24:06,133 - mmaction - INFO - Epoch [49][3100/3757] lr: 8.346e-02, eta: 3 days, 14:20:39, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2023, top5_acc: 0.4539, loss_cls: 3.7278, loss: 3.7278, grad_norm: 2.0950 2020-07-25 05:24:17,595 - mmaction - INFO - Epoch [49][3120/3757] lr: 8.346e-02, eta: 3 days, 14:20:16, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4664, loss_cls: 3.6820, loss: 3.6820, grad_norm: 2.1792 2020-07-25 05:24:28,996 - mmaction - INFO - Epoch [49][3140/3757] lr: 8.346e-02, eta: 3 days, 14:19:51, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4609, loss_cls: 3.7202, loss: 3.7202, grad_norm: 2.1261 2020-07-25 05:24:40,458 - mmaction - INFO - Epoch [49][3160/3757] lr: 8.346e-02, eta: 3 days, 14:19:28, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2070, top5_acc: 0.4594, loss_cls: 3.6540, loss: 3.6540, grad_norm: 2.1514 2020-07-25 05:24:51,931 - mmaction - INFO - Epoch [49][3180/3757] lr: 8.346e-02, eta: 3 days, 14:19:05, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4625, loss_cls: 3.7062, loss: 3.7062, grad_norm: 2.2582 2020-07-25 05:25:03,401 - mmaction - INFO - Epoch [49][3200/3757] lr: 8.346e-02, eta: 3 days, 14:18:41, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2078, top5_acc: 0.4508, loss_cls: 3.7525, loss: 3.7525, grad_norm: 2.2055 2020-07-25 05:25:14,937 - mmaction - INFO - Epoch [49][3220/3757] lr: 8.346e-02, eta: 3 days, 14:18:18, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2055, top5_acc: 0.4391, loss_cls: 3.7802, loss: 3.7802, grad_norm: 2.1760 2020-07-25 05:25:26,293 - mmaction - INFO - Epoch [49][3240/3757] lr: 8.346e-02, eta: 3 days, 14:17:54, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4672, loss_cls: 3.6960, loss: 3.6960, grad_norm: 2.2222 2020-07-25 05:25:37,633 - mmaction - INFO - Epoch [49][3260/3757] lr: 8.346e-02, eta: 3 days, 14:17:29, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4625, loss_cls: 3.6777, loss: 3.6777, grad_norm: 2.1912 2020-07-25 05:25:49,084 - mmaction - INFO - Epoch [49][3280/3757] lr: 8.346e-02, eta: 3 days, 14:17:06, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4484, loss_cls: 3.7167, loss: 3.7167, grad_norm: 2.1992 2020-07-25 05:26:00,567 - mmaction - INFO - Epoch [49][3300/3757] lr: 8.346e-02, eta: 3 days, 14:16:42, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4547, loss_cls: 3.7267, loss: 3.7267, grad_norm: 2.1874 2020-07-25 05:26:11,887 - mmaction - INFO - Epoch [49][3320/3757] lr: 8.346e-02, eta: 3 days, 14:16:18, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4711, loss_cls: 3.6935, loss: 3.6935, grad_norm: 2.1768 2020-07-25 05:26:23,280 - mmaction - INFO - Epoch [49][3340/3757] lr: 8.346e-02, eta: 3 days, 14:15:53, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4633, loss_cls: 3.6643, loss: 3.6643, grad_norm: 2.1516 2020-07-25 05:26:34,705 - mmaction - INFO - Epoch [49][3360/3757] lr: 8.346e-02, eta: 3 days, 14:15:30, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4469, loss_cls: 3.7608, loss: 3.7608, grad_norm: 2.2187 2020-07-25 05:26:46,181 - mmaction - INFO - Epoch [49][3380/3757] lr: 8.346e-02, eta: 3 days, 14:15:06, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4578, loss_cls: 3.7442, loss: 3.7442, grad_norm: 2.1435 2020-07-25 05:26:57,638 - mmaction - INFO - Epoch [49][3400/3757] lr: 8.346e-02, eta: 3 days, 14:14:43, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4820, loss_cls: 3.5928, loss: 3.5928, grad_norm: 2.2000 2020-07-25 05:27:09,040 - mmaction - INFO - Epoch [49][3420/3757] lr: 8.346e-02, eta: 3 days, 14:14:19, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4633, loss_cls: 3.6981, loss: 3.6981, grad_norm: 2.2204 2020-07-25 05:27:20,502 - mmaction - INFO - Epoch [49][3440/3757] lr: 8.346e-02, eta: 3 days, 14:13:56, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4719, loss_cls: 3.6776, loss: 3.6776, grad_norm: 2.1879 2020-07-25 05:27:31,945 - mmaction - INFO - Epoch [49][3460/3757] lr: 8.346e-02, eta: 3 days, 14:13:32, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4719, loss_cls: 3.6355, loss: 3.6355, grad_norm: 2.1903 2020-07-25 05:27:43,309 - mmaction - INFO - Epoch [49][3480/3757] lr: 8.346e-02, eta: 3 days, 14:13:08, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4539, loss_cls: 3.7105, loss: 3.7105, grad_norm: 2.1351 2020-07-25 05:27:54,701 - mmaction - INFO - Epoch [49][3500/3757] lr: 8.346e-02, eta: 3 days, 14:12:44, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4836, loss_cls: 3.5482, loss: 3.5482, grad_norm: 2.1008 2020-07-25 05:28:06,074 - mmaction - INFO - Epoch [49][3520/3757] lr: 8.346e-02, eta: 3 days, 14:12:19, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2047, top5_acc: 0.4469, loss_cls: 3.7867, loss: 3.7867, grad_norm: 2.1600 2020-07-25 05:28:17,513 - mmaction - INFO - Epoch [49][3540/3757] lr: 8.346e-02, eta: 3 days, 14:11:56, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4492, loss_cls: 3.6853, loss: 3.6853, grad_norm: 2.1688 2020-07-25 05:28:28,891 - mmaction - INFO - Epoch [49][3560/3757] lr: 8.346e-02, eta: 3 days, 14:11:32, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4516, loss_cls: 3.6913, loss: 3.6913, grad_norm: 2.0930 2020-07-25 05:28:40,299 - mmaction - INFO - Epoch [49][3580/3757] lr: 8.346e-02, eta: 3 days, 14:11:08, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4664, loss_cls: 3.6239, loss: 3.6239, grad_norm: 2.1219 2020-07-25 05:28:51,778 - mmaction - INFO - Epoch [49][3600/3757] lr: 8.346e-02, eta: 3 days, 14:10:45, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4484, loss_cls: 3.7221, loss: 3.7221, grad_norm: 2.1643 2020-07-25 05:29:03,244 - mmaction - INFO - Epoch [49][3620/3757] lr: 8.346e-02, eta: 3 days, 14:10:21, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4430, loss_cls: 3.7517, loss: 3.7517, grad_norm: 2.1476 2020-07-25 05:29:14,710 - mmaction - INFO - Epoch [49][3640/3757] lr: 8.346e-02, eta: 3 days, 14:09:58, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4875, loss_cls: 3.5565, loss: 3.5565, grad_norm: 2.1745 2020-07-25 05:29:26,120 - mmaction - INFO - Epoch [49][3660/3757] lr: 8.346e-02, eta: 3 days, 14:09:34, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4922, loss_cls: 3.6293, loss: 3.6293, grad_norm: 2.1480 2020-07-25 05:29:37,462 - mmaction - INFO - Epoch [49][3680/3757] lr: 8.346e-02, eta: 3 days, 14:09:10, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4477, loss_cls: 3.6983, loss: 3.6983, grad_norm: 2.2023 2020-07-25 05:29:48,916 - mmaction - INFO - Epoch [49][3700/3757] lr: 8.346e-02, eta: 3 days, 14:08:47, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4570, loss_cls: 3.7185, loss: 3.7185, grad_norm: 2.2378 2020-07-25 05:30:00,454 - mmaction - INFO - Epoch [49][3720/3757] lr: 8.346e-02, eta: 3 days, 14:08:24, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2039, top5_acc: 0.4562, loss_cls: 3.7717, loss: 3.7717, grad_norm: 2.1910 2020-07-25 05:30:11,895 - mmaction - INFO - Epoch [49][3740/3757] lr: 8.346e-02, eta: 3 days, 14:08:01, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4328, loss_cls: 3.7881, loss: 3.7881, grad_norm: 2.1966 2020-07-25 05:33:33,464 - mmaction - INFO - Epoch [50][20/3757] lr: 8.280e-02, eta: 3 days, 14:32:09, time: 9.033, data_time: 8.346, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4836, loss_cls: 3.5626, loss: 3.5626, grad_norm: 2.2645 2020-07-25 05:33:44,855 - mmaction - INFO - Epoch [50][40/3757] lr: 8.280e-02, eta: 3 days, 14:31:44, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4719, loss_cls: 3.6597, loss: 3.6597, grad_norm: 2.1828 2020-07-25 05:33:56,202 - mmaction - INFO - Epoch [50][60/3757] lr: 8.280e-02, eta: 3 days, 14:31:20, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4859, loss_cls: 3.5527, loss: 3.5527, grad_norm: 2.1885 2020-07-25 05:34:07,632 - mmaction - INFO - Epoch [50][80/3757] lr: 8.280e-02, eta: 3 days, 14:30:55, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4602, loss_cls: 3.6866, loss: 3.6866, grad_norm: 2.2154 2020-07-25 05:34:19,064 - mmaction - INFO - Epoch [50][100/3757] lr: 8.280e-02, eta: 3 days, 14:30:31, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4578, loss_cls: 3.6770, loss: 3.6770, grad_norm: 2.1569 2020-07-25 05:34:30,451 - mmaction - INFO - Epoch [50][120/3757] lr: 8.280e-02, eta: 3 days, 14:30:07, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4836, loss_cls: 3.5669, loss: 3.5669, grad_norm: 2.1879 2020-07-25 05:34:41,925 - mmaction - INFO - Epoch [50][140/3757] lr: 8.280e-02, eta: 3 days, 14:29:43, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4773, loss_cls: 3.5913, loss: 3.5913, grad_norm: 2.2693 2020-07-25 05:34:53,280 - mmaction - INFO - Epoch [50][160/3757] lr: 8.280e-02, eta: 3 days, 14:29:18, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4695, loss_cls: 3.6724, loss: 3.6724, grad_norm: 2.2135 2020-07-25 05:35:04,765 - mmaction - INFO - Epoch [50][180/3757] lr: 8.280e-02, eta: 3 days, 14:28:55, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4742, loss_cls: 3.5686, loss: 3.5686, grad_norm: 2.1642 2020-07-25 05:35:16,051 - mmaction - INFO - Epoch [50][200/3757] lr: 8.280e-02, eta: 3 days, 14:28:29, time: 0.565, data_time: 0.004, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4750, loss_cls: 3.6246, loss: 3.6246, grad_norm: 2.2058 2020-07-25 05:35:27,345 - mmaction - INFO - Epoch [50][220/3757] lr: 8.280e-02, eta: 3 days, 14:28:04, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4602, loss_cls: 3.6644, loss: 3.6644, grad_norm: 2.2152 2020-07-25 05:35:38,773 - mmaction - INFO - Epoch [50][240/3757] lr: 8.280e-02, eta: 3 days, 14:27:40, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4750, loss_cls: 3.6778, loss: 3.6778, grad_norm: 2.2275 2020-07-25 05:35:50,163 - mmaction - INFO - Epoch [50][260/3757] lr: 8.280e-02, eta: 3 days, 14:27:16, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4383, loss_cls: 3.7405, loss: 3.7405, grad_norm: 2.1918 2020-07-25 05:36:01,552 - mmaction - INFO - Epoch [50][280/3757] lr: 8.280e-02, eta: 3 days, 14:26:51, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4680, loss_cls: 3.6549, loss: 3.6549, grad_norm: 2.1492 2020-07-25 05:36:12,937 - mmaction - INFO - Epoch [50][300/3757] lr: 8.280e-02, eta: 3 days, 14:26:27, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4484, loss_cls: 3.7154, loss: 3.7154, grad_norm: 2.1888 2020-07-25 05:36:24,335 - mmaction - INFO - Epoch [50][320/3757] lr: 8.280e-02, eta: 3 days, 14:26:02, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4906, loss_cls: 3.5991, loss: 3.5991, grad_norm: 2.1213 2020-07-25 05:36:35,833 - mmaction - INFO - Epoch [50][340/3757] lr: 8.280e-02, eta: 3 days, 14:25:39, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4727, loss_cls: 3.6334, loss: 3.6334, grad_norm: 2.1989 2020-07-25 05:36:47,299 - mmaction - INFO - Epoch [50][360/3757] lr: 8.280e-02, eta: 3 days, 14:25:15, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4641, loss_cls: 3.6802, loss: 3.6802, grad_norm: 2.1926 2020-07-25 05:36:58,729 - mmaction - INFO - Epoch [50][380/3757] lr: 8.280e-02, eta: 3 days, 14:24:51, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4594, loss_cls: 3.6761, loss: 3.6761, grad_norm: 2.1561 2020-07-25 05:37:10,198 - mmaction - INFO - Epoch [50][400/3757] lr: 8.280e-02, eta: 3 days, 14:24:28, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4648, loss_cls: 3.6442, loss: 3.6442, grad_norm: 2.1524 2020-07-25 05:37:21,565 - mmaction - INFO - Epoch [50][420/3757] lr: 8.280e-02, eta: 3 days, 14:24:03, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4742, loss_cls: 3.6876, loss: 3.6876, grad_norm: 2.2829 2020-07-25 05:37:33,013 - mmaction - INFO - Epoch [50][440/3757] lr: 8.280e-02, eta: 3 days, 14:23:39, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4734, loss_cls: 3.6475, loss: 3.6475, grad_norm: 2.1653 2020-07-25 05:37:44,503 - mmaction - INFO - Epoch [50][460/3757] lr: 8.280e-02, eta: 3 days, 14:23:16, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4680, loss_cls: 3.6619, loss: 3.6619, grad_norm: 2.2041 2020-07-25 05:37:55,841 - mmaction - INFO - Epoch [50][480/3757] lr: 8.280e-02, eta: 3 days, 14:22:51, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4602, loss_cls: 3.6821, loss: 3.6821, grad_norm: 2.2582 2020-07-25 05:38:07,337 - mmaction - INFO - Epoch [50][500/3757] lr: 8.280e-02, eta: 3 days, 14:22:28, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4711, loss_cls: 3.6495, loss: 3.6495, grad_norm: 2.2467 2020-07-25 05:38:18,677 - mmaction - INFO - Epoch [50][520/3757] lr: 8.280e-02, eta: 3 days, 14:22:03, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4609, loss_cls: 3.6485, loss: 3.6485, grad_norm: 2.2477 2020-07-25 05:38:30,203 - mmaction - INFO - Epoch [50][540/3757] lr: 8.280e-02, eta: 3 days, 14:21:40, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4844, loss_cls: 3.6313, loss: 3.6313, grad_norm: 2.2267 2020-07-25 05:38:41,604 - mmaction - INFO - Epoch [50][560/3757] lr: 8.280e-02, eta: 3 days, 14:21:16, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2070, top5_acc: 0.4328, loss_cls: 3.7864, loss: 3.7864, grad_norm: 2.1850 2020-07-25 05:38:53,091 - mmaction - INFO - Epoch [50][580/3757] lr: 8.280e-02, eta: 3 days, 14:20:52, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4531, loss_cls: 3.6730, loss: 3.6730, grad_norm: 2.1897 2020-07-25 05:39:04,520 - mmaction - INFO - Epoch [50][600/3757] lr: 8.280e-02, eta: 3 days, 14:20:28, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4664, loss_cls: 3.6181, loss: 3.6181, grad_norm: 2.1805 2020-07-25 05:39:15,926 - mmaction - INFO - Epoch [50][620/3757] lr: 8.280e-02, eta: 3 days, 14:20:04, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4711, loss_cls: 3.6674, loss: 3.6674, grad_norm: 2.2620 2020-07-25 05:39:27,396 - mmaction - INFO - Epoch [50][640/3757] lr: 8.280e-02, eta: 3 days, 14:19:41, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4609, loss_cls: 3.6510, loss: 3.6510, grad_norm: 2.1977 2020-07-25 05:39:38,801 - mmaction - INFO - Epoch [50][660/3757] lr: 8.280e-02, eta: 3 days, 14:19:17, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4859, loss_cls: 3.6216, loss: 3.6216, grad_norm: 2.2147 2020-07-25 05:39:50,190 - mmaction - INFO - Epoch [50][680/3757] lr: 8.280e-02, eta: 3 days, 14:18:52, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4672, loss_cls: 3.6296, loss: 3.6296, grad_norm: 2.1591 2020-07-25 05:40:01,654 - mmaction - INFO - Epoch [50][700/3757] lr: 8.280e-02, eta: 3 days, 14:18:29, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4602, loss_cls: 3.7187, loss: 3.7187, grad_norm: 2.2598 2020-07-25 05:40:13,167 - mmaction - INFO - Epoch [50][720/3757] lr: 8.280e-02, eta: 3 days, 14:18:06, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4828, loss_cls: 3.5949, loss: 3.5949, grad_norm: 2.2128 2020-07-25 05:40:24,826 - mmaction - INFO - Epoch [50][740/3757] lr: 8.280e-02, eta: 3 days, 14:17:44, time: 0.583, data_time: 0.016, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4945, loss_cls: 3.5342, loss: 3.5342, grad_norm: 2.1987 2020-07-25 05:40:36,256 - mmaction - INFO - Epoch [50][760/3757] lr: 8.280e-02, eta: 3 days, 14:17:20, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4531, loss_cls: 3.7133, loss: 3.7133, grad_norm: 2.1698 2020-07-25 05:40:47,602 - mmaction - INFO - Epoch [50][780/3757] lr: 8.280e-02, eta: 3 days, 14:16:56, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4742, loss_cls: 3.6672, loss: 3.6672, grad_norm: 2.1091 2020-07-25 05:40:59,052 - mmaction - INFO - Epoch [50][800/3757] lr: 8.280e-02, eta: 3 days, 14:16:32, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4453, loss_cls: 3.7205, loss: 3.7205, grad_norm: 2.1269 2020-07-25 05:41:10,565 - mmaction - INFO - Epoch [50][820/3757] lr: 8.280e-02, eta: 3 days, 14:16:09, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4602, loss_cls: 3.7011, loss: 3.7011, grad_norm: 2.1459 2020-07-25 05:41:22,102 - mmaction - INFO - Epoch [50][840/3757] lr: 8.280e-02, eta: 3 days, 14:15:46, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4844, loss_cls: 3.5777, loss: 3.5777, grad_norm: 2.1756 2020-07-25 05:41:33,486 - mmaction - INFO - Epoch [50][860/3757] lr: 8.280e-02, eta: 3 days, 14:15:22, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4695, loss_cls: 3.6597, loss: 3.6597, grad_norm: 2.2088 2020-07-25 05:41:44,980 - mmaction - INFO - Epoch [50][880/3757] lr: 8.280e-02, eta: 3 days, 14:14:59, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4984, loss_cls: 3.6253, loss: 3.6253, grad_norm: 2.1691 2020-07-25 05:41:56,526 - mmaction - INFO - Epoch [50][900/3757] lr: 8.280e-02, eta: 3 days, 14:14:36, time: 0.577, data_time: 0.002, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4555, loss_cls: 3.6360, loss: 3.6360, grad_norm: 2.1523 2020-07-25 05:42:08,009 - mmaction - INFO - Epoch [50][920/3757] lr: 8.280e-02, eta: 3 days, 14:14:13, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4766, loss_cls: 3.6372, loss: 3.6372, grad_norm: 2.2516 2020-07-25 05:42:19,549 - mmaction - INFO - Epoch [50][940/3757] lr: 8.280e-02, eta: 3 days, 14:13:50, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4789, loss_cls: 3.6048, loss: 3.6048, grad_norm: 2.1940 2020-07-25 05:42:31,007 - mmaction - INFO - Epoch [50][960/3757] lr: 8.280e-02, eta: 3 days, 14:13:27, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4766, loss_cls: 3.5665, loss: 3.5665, grad_norm: 2.1929 2020-07-25 05:42:42,439 - mmaction - INFO - Epoch [50][980/3757] lr: 8.280e-02, eta: 3 days, 14:13:03, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4734, loss_cls: 3.6605, loss: 3.6605, grad_norm: 2.2330 2020-07-25 05:42:53,875 - mmaction - INFO - Epoch [50][1000/3757] lr: 8.280e-02, eta: 3 days, 14:12:39, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4672, loss_cls: 3.6736, loss: 3.6736, grad_norm: 2.2665 2020-07-25 05:43:05,337 - mmaction - INFO - Epoch [50][1020/3757] lr: 8.280e-02, eta: 3 days, 14:12:16, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2070, top5_acc: 0.4578, loss_cls: 3.6975, loss: 3.6975, grad_norm: 2.2029 2020-07-25 05:43:16,845 - mmaction - INFO - Epoch [50][1040/3757] lr: 8.280e-02, eta: 3 days, 14:11:53, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4609, loss_cls: 3.7020, loss: 3.7020, grad_norm: 2.2450 2020-07-25 05:43:28,260 - mmaction - INFO - Epoch [50][1060/3757] lr: 8.280e-02, eta: 3 days, 14:11:29, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4906, loss_cls: 3.6040, loss: 3.6040, grad_norm: 2.1984 2020-07-25 05:43:39,779 - mmaction - INFO - Epoch [50][1080/3757] lr: 8.280e-02, eta: 3 days, 14:11:06, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4906, loss_cls: 3.5703, loss: 3.5703, grad_norm: 2.1881 2020-07-25 05:43:51,290 - mmaction - INFO - Epoch [50][1100/3757] lr: 8.280e-02, eta: 3 days, 14:10:43, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4531, loss_cls: 3.6582, loss: 3.6582, grad_norm: 2.2513 2020-07-25 05:44:02,826 - mmaction - INFO - Epoch [50][1120/3757] lr: 8.280e-02, eta: 3 days, 14:10:21, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4656, loss_cls: 3.7016, loss: 3.7016, grad_norm: 2.2173 2020-07-25 05:44:14,307 - mmaction - INFO - Epoch [50][1140/3757] lr: 8.280e-02, eta: 3 days, 14:09:58, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4344, loss_cls: 3.7724, loss: 3.7724, grad_norm: 2.1706 2020-07-25 05:44:25,845 - mmaction - INFO - Epoch [50][1160/3757] lr: 8.280e-02, eta: 3 days, 14:09:35, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4781, loss_cls: 3.6686, loss: 3.6686, grad_norm: 2.1489 2020-07-25 05:44:37,252 - mmaction - INFO - Epoch [50][1180/3757] lr: 8.280e-02, eta: 3 days, 14:09:11, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4594, loss_cls: 3.6776, loss: 3.6776, grad_norm: 2.2630 2020-07-25 05:44:48,751 - mmaction - INFO - Epoch [50][1200/3757] lr: 8.280e-02, eta: 3 days, 14:08:48, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4602, loss_cls: 3.7057, loss: 3.7057, grad_norm: 2.1733 2020-07-25 05:45:00,268 - mmaction - INFO - Epoch [50][1220/3757] lr: 8.280e-02, eta: 3 days, 14:08:25, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4641, loss_cls: 3.6571, loss: 3.6571, grad_norm: 2.1534 2020-07-25 05:45:11,722 - mmaction - INFO - Epoch [50][1240/3757] lr: 8.280e-02, eta: 3 days, 14:08:02, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4578, loss_cls: 3.6864, loss: 3.6864, grad_norm: 2.2268 2020-07-25 05:45:23,173 - mmaction - INFO - Epoch [50][1260/3757] lr: 8.280e-02, eta: 3 days, 14:07:38, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2070, top5_acc: 0.4492, loss_cls: 3.7330, loss: 3.7330, grad_norm: 2.1870 2020-07-25 05:45:34,711 - mmaction - INFO - Epoch [50][1280/3757] lr: 8.280e-02, eta: 3 days, 14:07:16, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4891, loss_cls: 3.5025, loss: 3.5025, grad_norm: 2.1518 2020-07-25 05:45:46,129 - mmaction - INFO - Epoch [50][1300/3757] lr: 8.280e-02, eta: 3 days, 14:06:52, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4641, loss_cls: 3.6586, loss: 3.6586, grad_norm: 2.1335 2020-07-25 05:45:57,559 - mmaction - INFO - Epoch [50][1320/3757] lr: 8.280e-02, eta: 3 days, 14:06:29, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4758, loss_cls: 3.6482, loss: 3.6482, grad_norm: 2.1601 2020-07-25 05:46:09,041 - mmaction - INFO - Epoch [50][1340/3757] lr: 8.280e-02, eta: 3 days, 14:06:06, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4781, loss_cls: 3.6105, loss: 3.6105, grad_norm: 2.1318 2020-07-25 05:46:20,477 - mmaction - INFO - Epoch [50][1360/3757] lr: 8.280e-02, eta: 3 days, 14:05:42, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4750, loss_cls: 3.6539, loss: 3.6539, grad_norm: 2.2533 2020-07-25 05:46:31,919 - mmaction - INFO - Epoch [50][1380/3757] lr: 8.280e-02, eta: 3 days, 14:05:19, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4742, loss_cls: 3.6015, loss: 3.6015, grad_norm: 2.1881 2020-07-25 05:46:43,330 - mmaction - INFO - Epoch [50][1400/3757] lr: 8.280e-02, eta: 3 days, 14:04:55, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2094, top5_acc: 0.4656, loss_cls: 3.7507, loss: 3.7507, grad_norm: 2.1974 2020-07-25 05:46:54,875 - mmaction - INFO - Epoch [50][1420/3757] lr: 8.280e-02, eta: 3 days, 14:04:32, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4617, loss_cls: 3.7085, loss: 3.7085, grad_norm: 2.2160 2020-07-25 05:47:06,472 - mmaction - INFO - Epoch [50][1440/3757] lr: 8.280e-02, eta: 3 days, 14:04:10, time: 0.579, data_time: 0.012, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4578, loss_cls: 3.6706, loss: 3.6706, grad_norm: 2.1880 2020-07-25 05:47:17,922 - mmaction - INFO - Epoch [50][1460/3757] lr: 8.280e-02, eta: 3 days, 14:03:47, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4484, loss_cls: 3.6980, loss: 3.6980, grad_norm: 2.1456 2020-07-25 05:47:29,388 - mmaction - INFO - Epoch [50][1480/3757] lr: 8.280e-02, eta: 3 days, 14:03:24, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4727, loss_cls: 3.6319, loss: 3.6319, grad_norm: 2.1775 2020-07-25 05:47:40,881 - mmaction - INFO - Epoch [50][1500/3757] lr: 8.280e-02, eta: 3 days, 14:03:01, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.4859, loss_cls: 3.5452, loss: 3.5452, grad_norm: 2.1642 2020-07-25 05:47:52,371 - mmaction - INFO - Epoch [50][1520/3757] lr: 8.280e-02, eta: 3 days, 14:02:38, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4797, loss_cls: 3.5847, loss: 3.5847, grad_norm: 2.2292 2020-07-25 05:48:03,735 - mmaction - INFO - Epoch [50][1540/3757] lr: 8.280e-02, eta: 3 days, 14:02:14, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4680, loss_cls: 3.7051, loss: 3.7051, grad_norm: 2.2347 2020-07-25 05:48:15,125 - mmaction - INFO - Epoch [50][1560/3757] lr: 8.280e-02, eta: 3 days, 14:01:50, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4883, loss_cls: 3.6100, loss: 3.6100, grad_norm: 2.2136 2020-07-25 05:48:26,586 - mmaction - INFO - Epoch [50][1580/3757] lr: 8.280e-02, eta: 3 days, 14:01:27, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4727, loss_cls: 3.6155, loss: 3.6155, grad_norm: 2.2142 2020-07-25 05:48:38,026 - mmaction - INFO - Epoch [50][1600/3757] lr: 8.280e-02, eta: 3 days, 14:01:04, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2062, top5_acc: 0.4383, loss_cls: 3.7810, loss: 3.7810, grad_norm: 2.2468 2020-07-25 05:48:49,470 - mmaction - INFO - Epoch [50][1620/3757] lr: 8.280e-02, eta: 3 days, 14:00:40, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4680, loss_cls: 3.7243, loss: 3.7243, grad_norm: 2.2109 2020-07-25 05:49:00,871 - mmaction - INFO - Epoch [50][1640/3757] lr: 8.280e-02, eta: 3 days, 14:00:17, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4602, loss_cls: 3.6985, loss: 3.6985, grad_norm: 2.2413 2020-07-25 05:49:12,246 - mmaction - INFO - Epoch [50][1660/3757] lr: 8.280e-02, eta: 3 days, 13:59:53, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4414, loss_cls: 3.7753, loss: 3.7753, grad_norm: 2.2111 2020-07-25 05:49:23,645 - mmaction - INFO - Epoch [50][1680/3757] lr: 8.280e-02, eta: 3 days, 13:59:29, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4594, loss_cls: 3.7109, loss: 3.7109, grad_norm: 2.1518 2020-07-25 05:49:35,120 - mmaction - INFO - Epoch [50][1700/3757] lr: 8.280e-02, eta: 3 days, 13:59:06, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4547, loss_cls: 3.7018, loss: 3.7018, grad_norm: 2.1750 2020-07-25 05:49:46,549 - mmaction - INFO - Epoch [50][1720/3757] lr: 8.280e-02, eta: 3 days, 13:58:43, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4578, loss_cls: 3.6661, loss: 3.6661, grad_norm: 2.1750 2020-07-25 05:49:58,006 - mmaction - INFO - Epoch [50][1740/3757] lr: 8.280e-02, eta: 3 days, 13:58:19, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4406, loss_cls: 3.7691, loss: 3.7691, grad_norm: 2.2137 2020-07-25 05:50:09,381 - mmaction - INFO - Epoch [50][1760/3757] lr: 8.280e-02, eta: 3 days, 13:57:56, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4805, loss_cls: 3.5642, loss: 3.5642, grad_norm: 2.1718 2020-07-25 05:50:20,818 - mmaction - INFO - Epoch [50][1780/3757] lr: 8.280e-02, eta: 3 days, 13:57:32, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4836, loss_cls: 3.6035, loss: 3.6035, grad_norm: 2.2160 2020-07-25 05:50:32,296 - mmaction - INFO - Epoch [50][1800/3757] lr: 8.280e-02, eta: 3 days, 13:57:09, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4578, loss_cls: 3.7216, loss: 3.7216, grad_norm: 2.2732 2020-07-25 05:50:43,850 - mmaction - INFO - Epoch [50][1820/3757] lr: 8.280e-02, eta: 3 days, 13:56:47, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4570, loss_cls: 3.7012, loss: 3.7012, grad_norm: 2.1794 2020-07-25 05:50:55,255 - mmaction - INFO - Epoch [50][1840/3757] lr: 8.280e-02, eta: 3 days, 13:56:24, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4641, loss_cls: 3.6194, loss: 3.6194, grad_norm: 2.1245 2020-07-25 05:51:06,889 - mmaction - INFO - Epoch [50][1860/3757] lr: 8.280e-02, eta: 3 days, 13:56:02, time: 0.582, data_time: 0.021, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4852, loss_cls: 3.6091, loss: 3.6091, grad_norm: 2.2263 2020-07-25 05:51:18,376 - mmaction - INFO - Epoch [50][1880/3757] lr: 8.280e-02, eta: 3 days, 13:55:39, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4367, loss_cls: 3.7491, loss: 3.7491, grad_norm: 2.1804 2020-07-25 05:51:29,823 - mmaction - INFO - Epoch [50][1900/3757] lr: 8.280e-02, eta: 3 days, 13:55:16, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4445, loss_cls: 3.7223, loss: 3.7223, grad_norm: 2.1585 2020-07-25 05:51:41,187 - mmaction - INFO - Epoch [50][1920/3757] lr: 8.280e-02, eta: 3 days, 13:54:52, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4508, loss_cls: 3.7349, loss: 3.7349, grad_norm: 2.2016 2020-07-25 05:51:52,593 - mmaction - INFO - Epoch [50][1940/3757] lr: 8.280e-02, eta: 3 days, 13:54:29, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4602, loss_cls: 3.7121, loss: 3.7121, grad_norm: 2.3052 2020-07-25 05:52:04,008 - mmaction - INFO - Epoch [50][1960/3757] lr: 8.280e-02, eta: 3 days, 13:54:05, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4633, loss_cls: 3.6397, loss: 3.6397, grad_norm: 2.1662 2020-07-25 05:52:15,471 - mmaction - INFO - Epoch [50][1980/3757] lr: 8.280e-02, eta: 3 days, 13:53:42, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4750, loss_cls: 3.6344, loss: 3.6344, grad_norm: 2.2251 2020-07-25 05:52:26,934 - mmaction - INFO - Epoch [50][2000/3757] lr: 8.280e-02, eta: 3 days, 13:53:19, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2039, top5_acc: 0.4609, loss_cls: 3.7071, loss: 3.7071, grad_norm: 2.2530 2020-07-25 05:52:38,347 - mmaction - INFO - Epoch [50][2020/3757] lr: 8.280e-02, eta: 3 days, 13:52:56, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4422, loss_cls: 3.7266, loss: 3.7266, grad_norm: 2.1860 2020-07-25 05:52:49,949 - mmaction - INFO - Epoch [50][2040/3757] lr: 8.280e-02, eta: 3 days, 13:52:34, time: 0.581, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4688, loss_cls: 3.6438, loss: 3.6438, grad_norm: 2.2561 2020-07-25 05:53:01,317 - mmaction - INFO - Epoch [50][2060/3757] lr: 8.280e-02, eta: 3 days, 13:52:10, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4406, loss_cls: 3.7307, loss: 3.7307, grad_norm: 2.2733 2020-07-25 05:53:12,754 - mmaction - INFO - Epoch [50][2080/3757] lr: 8.280e-02, eta: 3 days, 13:51:47, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.1984, top5_acc: 0.4391, loss_cls: 3.7628, loss: 3.7628, grad_norm: 2.1901 2020-07-25 05:53:24,169 - mmaction - INFO - Epoch [50][2100/3757] lr: 8.280e-02, eta: 3 days, 13:51:24, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4797, loss_cls: 3.6246, loss: 3.6246, grad_norm: 2.1465 2020-07-25 05:53:35,600 - mmaction - INFO - Epoch [50][2120/3757] lr: 8.280e-02, eta: 3 days, 13:51:01, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4523, loss_cls: 3.7688, loss: 3.7688, grad_norm: 2.1719 2020-07-25 05:53:47,013 - mmaction - INFO - Epoch [50][2140/3757] lr: 8.280e-02, eta: 3 days, 13:50:37, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4656, loss_cls: 3.6341, loss: 3.6341, grad_norm: 2.0846 2020-07-25 05:53:58,422 - mmaction - INFO - Epoch [50][2160/3757] lr: 8.280e-02, eta: 3 days, 13:50:14, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4711, loss_cls: 3.6514, loss: 3.6514, grad_norm: 2.1495 2020-07-25 05:54:09,900 - mmaction - INFO - Epoch [50][2180/3757] lr: 8.280e-02, eta: 3 days, 13:49:51, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4781, loss_cls: 3.6427, loss: 3.6427, grad_norm: 2.2065 2020-07-25 05:54:21,315 - mmaction - INFO - Epoch [50][2200/3757] lr: 8.280e-02, eta: 3 days, 13:49:28, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4586, loss_cls: 3.6976, loss: 3.6976, grad_norm: 2.2084 2020-07-25 05:54:32,752 - mmaction - INFO - Epoch [50][2220/3757] lr: 8.280e-02, eta: 3 days, 13:49:05, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4437, loss_cls: 3.7381, loss: 3.7381, grad_norm: 2.1566 2020-07-25 05:54:44,242 - mmaction - INFO - Epoch [50][2240/3757] lr: 8.280e-02, eta: 3 days, 13:48:42, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4641, loss_cls: 3.6743, loss: 3.6743, grad_norm: 2.1730 2020-07-25 05:54:55,637 - mmaction - INFO - Epoch [50][2260/3757] lr: 8.280e-02, eta: 3 days, 13:48:19, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4695, loss_cls: 3.7194, loss: 3.7194, grad_norm: 2.2136 2020-07-25 05:55:07,026 - mmaction - INFO - Epoch [50][2280/3757] lr: 8.280e-02, eta: 3 days, 13:47:55, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4641, loss_cls: 3.6904, loss: 3.6904, grad_norm: 2.1796 2020-07-25 05:55:18,530 - mmaction - INFO - Epoch [50][2300/3757] lr: 8.280e-02, eta: 3 days, 13:47:33, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4672, loss_cls: 3.5953, loss: 3.5953, grad_norm: 2.1690 2020-07-25 05:55:30,033 - mmaction - INFO - Epoch [50][2320/3757] lr: 8.280e-02, eta: 3 days, 13:47:10, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4711, loss_cls: 3.5787, loss: 3.5787, grad_norm: 2.1788 2020-07-25 05:55:41,405 - mmaction - INFO - Epoch [50][2340/3757] lr: 8.280e-02, eta: 3 days, 13:46:46, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.2102, top5_acc: 0.4695, loss_cls: 3.7054, loss: 3.7054, grad_norm: 2.1737 2020-07-25 05:55:52,735 - mmaction - INFO - Epoch [50][2360/3757] lr: 8.280e-02, eta: 3 days, 13:46:23, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4828, loss_cls: 3.6367, loss: 3.6367, grad_norm: 2.2204 2020-07-25 05:56:04,179 - mmaction - INFO - Epoch [50][2380/3757] lr: 8.280e-02, eta: 3 days, 13:45:59, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4594, loss_cls: 3.6961, loss: 3.6961, grad_norm: 2.1650 2020-07-25 05:56:15,625 - mmaction - INFO - Epoch [50][2400/3757] lr: 8.280e-02, eta: 3 days, 13:45:37, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4641, loss_cls: 3.6926, loss: 3.6926, grad_norm: 2.1826 2020-07-25 05:56:26,993 - mmaction - INFO - Epoch [50][2420/3757] lr: 8.280e-02, eta: 3 days, 13:45:13, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4562, loss_cls: 3.6933, loss: 3.6933, grad_norm: 2.1511 2020-07-25 05:56:38,358 - mmaction - INFO - Epoch [50][2440/3757] lr: 8.280e-02, eta: 3 days, 13:44:49, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4547, loss_cls: 3.6867, loss: 3.6867, grad_norm: 2.1484 2020-07-25 05:56:49,812 - mmaction - INFO - Epoch [50][2460/3757] lr: 8.280e-02, eta: 3 days, 13:44:26, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4750, loss_cls: 3.6826, loss: 3.6826, grad_norm: 2.1573 2020-07-25 05:57:01,232 - mmaction - INFO - Epoch [50][2480/3757] lr: 8.280e-02, eta: 3 days, 13:44:03, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4836, loss_cls: 3.6098, loss: 3.6098, grad_norm: 2.1454 2020-07-25 05:57:12,652 - mmaction - INFO - Epoch [50][2500/3757] lr: 8.280e-02, eta: 3 days, 13:43:40, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4648, loss_cls: 3.6364, loss: 3.6364, grad_norm: 2.1859 2020-07-25 05:57:24,073 - mmaction - INFO - Epoch [50][2520/3757] lr: 8.280e-02, eta: 3 days, 13:43:17, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4578, loss_cls: 3.7067, loss: 3.7067, grad_norm: 2.1703 2020-07-25 05:57:35,533 - mmaction - INFO - Epoch [50][2540/3757] lr: 8.280e-02, eta: 3 days, 13:42:54, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2086, top5_acc: 0.4516, loss_cls: 3.7230, loss: 3.7230, grad_norm: 2.1788 2020-07-25 05:57:46,902 - mmaction - INFO - Epoch [50][2560/3757] lr: 8.280e-02, eta: 3 days, 13:42:31, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4688, loss_cls: 3.6916, loss: 3.6916, grad_norm: 2.0984 2020-07-25 05:57:58,296 - mmaction - INFO - Epoch [50][2580/3757] lr: 8.280e-02, eta: 3 days, 13:42:07, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4711, loss_cls: 3.6054, loss: 3.6054, grad_norm: 2.1235 2020-07-25 05:58:09,752 - mmaction - INFO - Epoch [50][2600/3757] lr: 8.280e-02, eta: 3 days, 13:41:45, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4805, loss_cls: 3.5704, loss: 3.5704, grad_norm: 2.1307 2020-07-25 05:58:21,232 - mmaction - INFO - Epoch [50][2620/3757] lr: 8.280e-02, eta: 3 days, 13:41:22, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4875, loss_cls: 3.6354, loss: 3.6354, grad_norm: 2.2379 2020-07-25 05:58:32,615 - mmaction - INFO - Epoch [50][2640/3757] lr: 8.280e-02, eta: 3 days, 13:40:59, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4539, loss_cls: 3.6887, loss: 3.6887, grad_norm: 2.2461 2020-07-25 05:58:43,992 - mmaction - INFO - Epoch [50][2660/3757] lr: 8.280e-02, eta: 3 days, 13:40:35, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.1984, top5_acc: 0.4500, loss_cls: 3.7201, loss: 3.7201, grad_norm: 2.2245 2020-07-25 05:58:55,434 - mmaction - INFO - Epoch [50][2680/3757] lr: 8.280e-02, eta: 3 days, 13:40:12, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4523, loss_cls: 3.7236, loss: 3.7236, grad_norm: 2.2121 2020-07-25 05:59:06,852 - mmaction - INFO - Epoch [50][2700/3757] lr: 8.280e-02, eta: 3 days, 13:39:49, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4523, loss_cls: 3.7340, loss: 3.7340, grad_norm: 2.1587 2020-07-25 05:59:18,290 - mmaction - INFO - Epoch [50][2720/3757] lr: 8.280e-02, eta: 3 days, 13:39:26, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4820, loss_cls: 3.6447, loss: 3.6447, grad_norm: 2.1079 2020-07-25 05:59:29,650 - mmaction - INFO - Epoch [50][2740/3757] lr: 8.280e-02, eta: 3 days, 13:39:03, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4656, loss_cls: 3.6785, loss: 3.6785, grad_norm: 2.1977 2020-07-25 05:59:41,107 - mmaction - INFO - Epoch [50][2760/3757] lr: 8.280e-02, eta: 3 days, 13:38:40, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4422, loss_cls: 3.7339, loss: 3.7339, grad_norm: 2.2179 2020-07-25 05:59:52,517 - mmaction - INFO - Epoch [50][2780/3757] lr: 8.280e-02, eta: 3 days, 13:38:17, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4586, loss_cls: 3.6676, loss: 3.6676, grad_norm: 2.2131 2020-07-25 06:00:10,085 - mmaction - INFO - Epoch [50][2800/3757] lr: 8.280e-02, eta: 3 days, 13:38:47, time: 0.874, data_time: 0.004, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4820, loss_cls: 3.5942, loss: 3.5942, grad_norm: 2.1545 2020-07-25 06:00:21,567 - mmaction - INFO - Epoch [50][2820/3757] lr: 8.280e-02, eta: 3 days, 13:38:26, time: 0.578, data_time: 0.007, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4875, loss_cls: 3.6080, loss: 3.6080, grad_norm: 2.2203 2020-07-25 06:00:32,972 - mmaction - INFO - Epoch [50][2840/3757] lr: 8.280e-02, eta: 3 days, 13:38:02, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4609, loss_cls: 3.6740, loss: 3.6740, grad_norm: 2.2017 2020-07-25 06:00:44,425 - mmaction - INFO - Epoch [50][2860/3757] lr: 8.280e-02, eta: 3 days, 13:37:40, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4430, loss_cls: 3.7596, loss: 3.7596, grad_norm: 2.1291 2020-07-25 06:00:55,881 - mmaction - INFO - Epoch [50][2880/3757] lr: 8.280e-02, eta: 3 days, 13:37:17, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4664, loss_cls: 3.6685, loss: 3.6685, grad_norm: 2.1850 2020-07-25 06:01:07,511 - mmaction - INFO - Epoch [50][2900/3757] lr: 8.280e-02, eta: 3 days, 13:36:56, time: 0.582, data_time: 0.013, memory: 5232, top1_acc: 0.2055, top5_acc: 0.4477, loss_cls: 3.7756, loss: 3.7756, grad_norm: 2.1655 2020-07-25 06:01:18,886 - mmaction - INFO - Epoch [50][2920/3757] lr: 8.280e-02, eta: 3 days, 13:36:33, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4555, loss_cls: 3.7203, loss: 3.7203, grad_norm: 2.1852 2020-07-25 06:01:30,309 - mmaction - INFO - Epoch [50][2940/3757] lr: 8.280e-02, eta: 3 days, 13:36:10, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4578, loss_cls: 3.6306, loss: 3.6306, grad_norm: 2.1350 2020-07-25 06:01:41,692 - mmaction - INFO - Epoch [50][2960/3757] lr: 8.280e-02, eta: 3 days, 13:35:46, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4641, loss_cls: 3.6859, loss: 3.6859, grad_norm: 2.1924 2020-07-25 06:01:53,117 - mmaction - INFO - Epoch [50][2980/3757] lr: 8.280e-02, eta: 3 days, 13:35:23, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4305, loss_cls: 3.7393, loss: 3.7393, grad_norm: 2.1701 2020-07-25 06:02:04,488 - mmaction - INFO - Epoch [50][3000/3757] lr: 8.280e-02, eta: 3 days, 13:35:00, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4727, loss_cls: 3.6989, loss: 3.6989, grad_norm: 2.2067 2020-07-25 06:02:15,885 - mmaction - INFO - Epoch [50][3020/3757] lr: 8.280e-02, eta: 3 days, 13:34:37, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4500, loss_cls: 3.6728, loss: 3.6728, grad_norm: 2.1635 2020-07-25 06:02:27,238 - mmaction - INFO - Epoch [50][3040/3757] lr: 8.280e-02, eta: 3 days, 13:34:13, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4820, loss_cls: 3.6383, loss: 3.6383, grad_norm: 2.1267 2020-07-25 06:02:38,697 - mmaction - INFO - Epoch [50][3060/3757] lr: 8.280e-02, eta: 3 days, 13:33:51, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4813, loss_cls: 3.6214, loss: 3.6214, grad_norm: 2.1995 2020-07-25 06:02:50,092 - mmaction - INFO - Epoch [50][3080/3757] lr: 8.280e-02, eta: 3 days, 13:33:28, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4633, loss_cls: 3.6467, loss: 3.6467, grad_norm: 2.1438 2020-07-25 06:03:01,456 - mmaction - INFO - Epoch [50][3100/3757] lr: 8.280e-02, eta: 3 days, 13:33:04, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2023, top5_acc: 0.4375, loss_cls: 3.7854, loss: 3.7854, grad_norm: 2.1930 2020-07-25 06:03:12,893 - mmaction - INFO - Epoch [50][3120/3757] lr: 8.280e-02, eta: 3 days, 13:32:41, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4391, loss_cls: 3.7329, loss: 3.7329, grad_norm: 2.1297 2020-07-25 06:03:24,321 - mmaction - INFO - Epoch [50][3140/3757] lr: 8.280e-02, eta: 3 days, 13:32:18, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4602, loss_cls: 3.5909, loss: 3.5909, grad_norm: 2.1946 2020-07-25 06:03:35,702 - mmaction - INFO - Epoch [50][3160/3757] lr: 8.280e-02, eta: 3 days, 13:31:55, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4750, loss_cls: 3.5974, loss: 3.5974, grad_norm: 2.1896 2020-07-25 06:03:47,059 - mmaction - INFO - Epoch [50][3180/3757] lr: 8.280e-02, eta: 3 days, 13:31:32, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4633, loss_cls: 3.6669, loss: 3.6669, grad_norm: 2.1994 2020-07-25 06:03:58,549 - mmaction - INFO - Epoch [50][3200/3757] lr: 8.280e-02, eta: 3 days, 13:31:10, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4664, loss_cls: 3.6352, loss: 3.6352, grad_norm: 2.2174 2020-07-25 06:04:09,967 - mmaction - INFO - Epoch [50][3220/3757] lr: 8.280e-02, eta: 3 days, 13:30:47, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4789, loss_cls: 3.6558, loss: 3.6558, grad_norm: 2.1736 2020-07-25 06:04:21,342 - mmaction - INFO - Epoch [50][3240/3757] lr: 8.280e-02, eta: 3 days, 13:30:24, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4781, loss_cls: 3.6359, loss: 3.6359, grad_norm: 2.2265 2020-07-25 06:04:32,739 - mmaction - INFO - Epoch [50][3260/3757] lr: 8.280e-02, eta: 3 days, 13:30:00, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4727, loss_cls: 3.6719, loss: 3.6719, grad_norm: 2.1870 2020-07-25 06:04:44,112 - mmaction - INFO - Epoch [50][3280/3757] lr: 8.280e-02, eta: 3 days, 13:29:37, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2000, top5_acc: 0.4469, loss_cls: 3.7426, loss: 3.7426, grad_norm: 2.2193 2020-07-25 06:04:55,528 - mmaction - INFO - Epoch [50][3300/3757] lr: 8.280e-02, eta: 3 days, 13:29:14, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4562, loss_cls: 3.7012, loss: 3.7012, grad_norm: 2.1749 2020-07-25 06:05:06,887 - mmaction - INFO - Epoch [50][3320/3757] lr: 8.280e-02, eta: 3 days, 13:28:51, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4805, loss_cls: 3.5913, loss: 3.5913, grad_norm: 2.1941 2020-07-25 06:05:18,303 - mmaction - INFO - Epoch [50][3340/3757] lr: 8.280e-02, eta: 3 days, 13:28:28, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4648, loss_cls: 3.6680, loss: 3.6680, grad_norm: 2.1777 2020-07-25 06:05:29,664 - mmaction - INFO - Epoch [50][3360/3757] lr: 8.280e-02, eta: 3 days, 13:28:05, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4586, loss_cls: 3.6774, loss: 3.6774, grad_norm: 2.1616 2020-07-25 06:05:41,118 - mmaction - INFO - Epoch [50][3380/3757] lr: 8.280e-02, eta: 3 days, 13:27:42, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4484, loss_cls: 3.6548, loss: 3.6548, grad_norm: 2.1971 2020-07-25 06:05:52,500 - mmaction - INFO - Epoch [50][3400/3757] lr: 8.280e-02, eta: 3 days, 13:27:19, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4719, loss_cls: 3.6336, loss: 3.6336, grad_norm: 2.2198 2020-07-25 06:06:03,901 - mmaction - INFO - Epoch [50][3420/3757] lr: 8.280e-02, eta: 3 days, 13:26:56, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4805, loss_cls: 3.6565, loss: 3.6565, grad_norm: 2.2112 2020-07-25 06:06:15,313 - mmaction - INFO - Epoch [50][3440/3757] lr: 8.280e-02, eta: 3 days, 13:26:33, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4609, loss_cls: 3.6747, loss: 3.6747, grad_norm: 2.1101 2020-07-25 06:06:26,748 - mmaction - INFO - Epoch [50][3460/3757] lr: 8.280e-02, eta: 3 days, 13:26:11, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4891, loss_cls: 3.5377, loss: 3.5377, grad_norm: 2.1801 2020-07-25 06:06:38,266 - mmaction - INFO - Epoch [50][3480/3757] lr: 8.280e-02, eta: 3 days, 13:25:49, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4688, loss_cls: 3.6466, loss: 3.6466, grad_norm: 2.2237 2020-07-25 06:06:49,675 - mmaction - INFO - Epoch [50][3500/3757] lr: 8.280e-02, eta: 3 days, 13:25:26, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4758, loss_cls: 3.6644, loss: 3.6644, grad_norm: 2.2216 2020-07-25 06:07:01,111 - mmaction - INFO - Epoch [50][3520/3757] lr: 8.280e-02, eta: 3 days, 13:25:03, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4617, loss_cls: 3.7264, loss: 3.7264, grad_norm: 2.2199 2020-07-25 06:07:12,464 - mmaction - INFO - Epoch [50][3540/3757] lr: 8.280e-02, eta: 3 days, 13:24:40, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4562, loss_cls: 3.7192, loss: 3.7192, grad_norm: 2.2042 2020-07-25 06:07:23,880 - mmaction - INFO - Epoch [50][3560/3757] lr: 8.280e-02, eta: 3 days, 13:24:17, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4547, loss_cls: 3.6796, loss: 3.6796, grad_norm: 2.2002 2020-07-25 06:07:35,278 - mmaction - INFO - Epoch [50][3580/3757] lr: 8.280e-02, eta: 3 days, 13:23:54, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4695, loss_cls: 3.6861, loss: 3.6861, grad_norm: 2.1372 2020-07-25 06:07:46,734 - mmaction - INFO - Epoch [50][3600/3757] lr: 8.280e-02, eta: 3 days, 13:23:32, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4437, loss_cls: 3.7430, loss: 3.7430, grad_norm: 2.1851 2020-07-25 06:07:58,135 - mmaction - INFO - Epoch [50][3620/3757] lr: 8.280e-02, eta: 3 days, 13:23:09, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4797, loss_cls: 3.6470, loss: 3.6470, grad_norm: 2.1509 2020-07-25 06:08:09,609 - mmaction - INFO - Epoch [50][3640/3757] lr: 8.280e-02, eta: 3 days, 13:22:47, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4484, loss_cls: 3.6923, loss: 3.6923, grad_norm: 2.2385 2020-07-25 06:08:21,013 - mmaction - INFO - Epoch [50][3660/3757] lr: 8.280e-02, eta: 3 days, 13:22:24, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4578, loss_cls: 3.7089, loss: 3.7089, grad_norm: 2.2606 2020-07-25 06:08:32,468 - mmaction - INFO - Epoch [50][3680/3757] lr: 8.280e-02, eta: 3 days, 13:22:02, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4562, loss_cls: 3.6931, loss: 3.6931, grad_norm: 2.2243 2020-07-25 06:08:43,919 - mmaction - INFO - Epoch [50][3700/3757] lr: 8.280e-02, eta: 3 days, 13:21:39, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4617, loss_cls: 3.6620, loss: 3.6620, grad_norm: 2.1648 2020-07-25 06:08:55,415 - mmaction - INFO - Epoch [50][3720/3757] lr: 8.280e-02, eta: 3 days, 13:21:17, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4734, loss_cls: 3.6949, loss: 3.6949, grad_norm: 2.0965 2020-07-25 06:09:07,167 - mmaction - INFO - Epoch [50][3740/3757] lr: 8.280e-02, eta: 3 days, 13:20:57, time: 0.587, data_time: 0.021, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4703, loss_cls: 3.7059, loss: 3.7059, grad_norm: 2.1761 2020-07-25 06:09:23,650 - mmaction - INFO - Saving checkpoint at 50 epochs 2020-07-25 06:12:20,494 - mmaction - INFO - Epoch [51][20/3757] lr: 8.214e-02, eta: 3 days, 13:42:27, time: 8.741, data_time: 8.057, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4531, loss_cls: 3.6749, loss: 3.6749, grad_norm: 2.1409 2020-07-25 06:12:31,738 - mmaction - INFO - Epoch [51][40/3757] lr: 8.214e-02, eta: 3 days, 13:42:02, time: 0.562, data_time: 0.002, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4836, loss_cls: 3.5506, loss: 3.5506, grad_norm: 2.1519 2020-07-25 06:12:43,202 - mmaction - INFO - Epoch [51][60/3757] lr: 8.214e-02, eta: 3 days, 13:41:39, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.4898, loss_cls: 3.6108, loss: 3.6108, grad_norm: 2.2281 2020-07-25 06:12:54,553 - mmaction - INFO - Epoch [51][80/3757] lr: 8.214e-02, eta: 3 days, 13:41:16, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4742, loss_cls: 3.6694, loss: 3.6694, grad_norm: 2.1339 2020-07-25 06:13:05,894 - mmaction - INFO - Epoch [51][100/3757] lr: 8.214e-02, eta: 3 days, 13:40:52, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4641, loss_cls: 3.6233, loss: 3.6233, grad_norm: 2.1519 2020-07-25 06:13:17,291 - mmaction - INFO - Epoch [51][120/3757] lr: 8.214e-02, eta: 3 days, 13:40:29, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4555, loss_cls: 3.6950, loss: 3.6950, grad_norm: 2.1445 2020-07-25 06:13:28,721 - mmaction - INFO - Epoch [51][140/3757] lr: 8.214e-02, eta: 3 days, 13:40:06, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4688, loss_cls: 3.6582, loss: 3.6582, grad_norm: 2.1591 2020-07-25 06:13:40,144 - mmaction - INFO - Epoch [51][160/3757] lr: 8.214e-02, eta: 3 days, 13:39:43, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4781, loss_cls: 3.6305, loss: 3.6305, grad_norm: 2.1811 2020-07-25 06:13:51,582 - mmaction - INFO - Epoch [51][180/3757] lr: 8.214e-02, eta: 3 days, 13:39:20, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4469, loss_cls: 3.6338, loss: 3.6338, grad_norm: 2.2311 2020-07-25 06:14:02,946 - mmaction - INFO - Epoch [51][200/3757] lr: 8.214e-02, eta: 3 days, 13:38:56, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4703, loss_cls: 3.6812, loss: 3.6812, grad_norm: 2.2615 2020-07-25 06:14:14,225 - mmaction - INFO - Epoch [51][220/3757] lr: 8.214e-02, eta: 3 days, 13:38:32, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.5062, loss_cls: 3.5284, loss: 3.5284, grad_norm: 2.1770 2020-07-25 06:14:25,609 - mmaction - INFO - Epoch [51][240/3757] lr: 8.214e-02, eta: 3 days, 13:38:08, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4570, loss_cls: 3.6576, loss: 3.6576, grad_norm: 2.2534 2020-07-25 06:14:37,027 - mmaction - INFO - Epoch [51][260/3757] lr: 8.214e-02, eta: 3 days, 13:37:45, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4617, loss_cls: 3.6817, loss: 3.6817, grad_norm: 2.1966 2020-07-25 06:14:48,448 - mmaction - INFO - Epoch [51][280/3757] lr: 8.214e-02, eta: 3 days, 13:37:22, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4641, loss_cls: 3.6575, loss: 3.6575, grad_norm: 2.1899 2020-07-25 06:14:59,828 - mmaction - INFO - Epoch [51][300/3757] lr: 8.214e-02, eta: 3 days, 13:36:59, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4727, loss_cls: 3.6090, loss: 3.6090, grad_norm: 2.1816 2020-07-25 06:15:11,138 - mmaction - INFO - Epoch [51][320/3757] lr: 8.214e-02, eta: 3 days, 13:36:35, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4727, loss_cls: 3.5999, loss: 3.5999, grad_norm: 2.1683 2020-07-25 06:15:22,538 - mmaction - INFO - Epoch [51][340/3757] lr: 8.214e-02, eta: 3 days, 13:36:12, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4891, loss_cls: 3.5712, loss: 3.5712, grad_norm: 2.1898 2020-07-25 06:15:33,894 - mmaction - INFO - Epoch [51][360/3757] lr: 8.214e-02, eta: 3 days, 13:35:48, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4695, loss_cls: 3.5989, loss: 3.5989, grad_norm: 2.1650 2020-07-25 06:15:45,317 - mmaction - INFO - Epoch [51][380/3757] lr: 8.214e-02, eta: 3 days, 13:35:25, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4734, loss_cls: 3.5805, loss: 3.5805, grad_norm: 2.2999 2020-07-25 06:15:56,625 - mmaction - INFO - Epoch [51][400/3757] lr: 8.214e-02, eta: 3 days, 13:35:01, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4602, loss_cls: 3.6189, loss: 3.6189, grad_norm: 2.2228 2020-07-25 06:16:07,955 - mmaction - INFO - Epoch [51][420/3757] lr: 8.214e-02, eta: 3 days, 13:34:37, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4672, loss_cls: 3.6112, loss: 3.6112, grad_norm: 2.1999 2020-07-25 06:16:19,341 - mmaction - INFO - Epoch [51][440/3757] lr: 8.214e-02, eta: 3 days, 13:34:14, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4930, loss_cls: 3.5317, loss: 3.5317, grad_norm: 2.2012 2020-07-25 06:16:30,726 - mmaction - INFO - Epoch [51][460/3757] lr: 8.214e-02, eta: 3 days, 13:33:51, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4578, loss_cls: 3.7239, loss: 3.7239, grad_norm: 2.2268 2020-07-25 06:16:42,127 - mmaction - INFO - Epoch [51][480/3757] lr: 8.214e-02, eta: 3 days, 13:33:28, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4773, loss_cls: 3.5780, loss: 3.5780, grad_norm: 2.2558 2020-07-25 06:16:53,504 - mmaction - INFO - Epoch [51][500/3757] lr: 8.214e-02, eta: 3 days, 13:33:04, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4984, loss_cls: 3.5376, loss: 3.5376, grad_norm: 2.2323 2020-07-25 06:17:05,026 - mmaction - INFO - Epoch [51][520/3757] lr: 8.214e-02, eta: 3 days, 13:32:42, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4641, loss_cls: 3.6834, loss: 3.6834, grad_norm: 2.2284 2020-07-25 06:17:16,453 - mmaction - INFO - Epoch [51][540/3757] lr: 8.214e-02, eta: 3 days, 13:32:19, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4484, loss_cls: 3.7442, loss: 3.7442, grad_norm: 2.2782 2020-07-25 06:17:27,994 - mmaction - INFO - Epoch [51][560/3757] lr: 8.214e-02, eta: 3 days, 13:31:57, time: 0.577, data_time: 0.009, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4711, loss_cls: 3.5957, loss: 3.5957, grad_norm: 2.1233 2020-07-25 06:17:39,469 - mmaction - INFO - Epoch [51][580/3757] lr: 8.214e-02, eta: 3 days, 13:31:35, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4523, loss_cls: 3.7777, loss: 3.7777, grad_norm: 2.2053 2020-07-25 06:17:50,865 - mmaction - INFO - Epoch [51][600/3757] lr: 8.214e-02, eta: 3 days, 13:31:12, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4523, loss_cls: 3.7090, loss: 3.7090, grad_norm: 2.1465 2020-07-25 06:18:02,366 - mmaction - INFO - Epoch [51][620/3757] lr: 8.214e-02, eta: 3 days, 13:30:49, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4562, loss_cls: 3.7511, loss: 3.7511, grad_norm: 2.1371 2020-07-25 06:18:13,925 - mmaction - INFO - Epoch [51][640/3757] lr: 8.214e-02, eta: 3 days, 13:30:28, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4688, loss_cls: 3.6239, loss: 3.6239, grad_norm: 2.1768 2020-07-25 06:18:25,399 - mmaction - INFO - Epoch [51][660/3757] lr: 8.214e-02, eta: 3 days, 13:30:05, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4664, loss_cls: 3.6363, loss: 3.6363, grad_norm: 2.2415 2020-07-25 06:18:36,849 - mmaction - INFO - Epoch [51][680/3757] lr: 8.214e-02, eta: 3 days, 13:29:43, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4750, loss_cls: 3.5899, loss: 3.5899, grad_norm: 2.1440 2020-07-25 06:18:48,279 - mmaction - INFO - Epoch [51][700/3757] lr: 8.214e-02, eta: 3 days, 13:29:20, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4523, loss_cls: 3.6840, loss: 3.6840, grad_norm: 2.1402 2020-07-25 06:18:59,771 - mmaction - INFO - Epoch [51][720/3757] lr: 8.214e-02, eta: 3 days, 13:28:58, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4828, loss_cls: 3.5950, loss: 3.5950, grad_norm: 2.1619 2020-07-25 06:19:11,272 - mmaction - INFO - Epoch [51][740/3757] lr: 8.214e-02, eta: 3 days, 13:28:35, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4539, loss_cls: 3.6442, loss: 3.6442, grad_norm: 2.1993 2020-07-25 06:19:22,732 - mmaction - INFO - Epoch [51][760/3757] lr: 8.214e-02, eta: 3 days, 13:28:13, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4641, loss_cls: 3.7524, loss: 3.7524, grad_norm: 2.2658 2020-07-25 06:19:34,077 - mmaction - INFO - Epoch [51][780/3757] lr: 8.214e-02, eta: 3 days, 13:27:49, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4766, loss_cls: 3.6447, loss: 3.6447, grad_norm: 2.1592 2020-07-25 06:19:45,503 - mmaction - INFO - Epoch [51][800/3757] lr: 8.214e-02, eta: 3 days, 13:27:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4406, loss_cls: 3.6719, loss: 3.6719, grad_norm: 2.1151 2020-07-25 06:19:56,913 - mmaction - INFO - Epoch [51][820/3757] lr: 8.214e-02, eta: 3 days, 13:27:04, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4609, loss_cls: 3.7227, loss: 3.7227, grad_norm: 2.1624 2020-07-25 06:20:08,327 - mmaction - INFO - Epoch [51][840/3757] lr: 8.214e-02, eta: 3 days, 13:26:41, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4484, loss_cls: 3.7544, loss: 3.7544, grad_norm: 2.1627 2020-07-25 06:20:19,782 - mmaction - INFO - Epoch [51][860/3757] lr: 8.214e-02, eta: 3 days, 13:26:18, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4555, loss_cls: 3.6887, loss: 3.6887, grad_norm: 2.1358 2020-07-25 06:20:31,102 - mmaction - INFO - Epoch [51][880/3757] lr: 8.214e-02, eta: 3 days, 13:25:55, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4828, loss_cls: 3.6260, loss: 3.6260, grad_norm: 2.1791 2020-07-25 06:20:42,519 - mmaction - INFO - Epoch [51][900/3757] lr: 8.214e-02, eta: 3 days, 13:25:32, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4570, loss_cls: 3.6422, loss: 3.6422, grad_norm: 2.2580 2020-07-25 06:20:53,964 - mmaction - INFO - Epoch [51][920/3757] lr: 8.214e-02, eta: 3 days, 13:25:09, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4586, loss_cls: 3.6898, loss: 3.6898, grad_norm: 2.1637 2020-07-25 06:21:05,323 - mmaction - INFO - Epoch [51][940/3757] lr: 8.214e-02, eta: 3 days, 13:24:46, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4539, loss_cls: 3.7179, loss: 3.7179, grad_norm: 2.2000 2020-07-25 06:21:16,748 - mmaction - INFO - Epoch [51][960/3757] lr: 8.214e-02, eta: 3 days, 13:24:23, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4938, loss_cls: 3.5737, loss: 3.5737, grad_norm: 2.1944 2020-07-25 06:21:28,242 - mmaction - INFO - Epoch [51][980/3757] lr: 8.214e-02, eta: 3 days, 13:24:01, time: 0.575, data_time: 0.011, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4555, loss_cls: 3.6335, loss: 3.6335, grad_norm: 2.1884 2020-07-25 06:21:39,546 - mmaction - INFO - Epoch [51][1000/3757] lr: 8.214e-02, eta: 3 days, 13:23:37, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4711, loss_cls: 3.6897, loss: 3.6897, grad_norm: 2.2324 2020-07-25 06:21:51,018 - mmaction - INFO - Epoch [51][1020/3757] lr: 8.214e-02, eta: 3 days, 13:23:15, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4531, loss_cls: 3.7030, loss: 3.7030, grad_norm: 2.2006 2020-07-25 06:22:02,414 - mmaction - INFO - Epoch [51][1040/3757] lr: 8.214e-02, eta: 3 days, 13:22:52, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4703, loss_cls: 3.5856, loss: 3.5856, grad_norm: 2.1957 2020-07-25 06:22:13,913 - mmaction - INFO - Epoch [51][1060/3757] lr: 8.214e-02, eta: 3 days, 13:22:30, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4734, loss_cls: 3.5941, loss: 3.5941, grad_norm: 2.2198 2020-07-25 06:22:25,370 - mmaction - INFO - Epoch [51][1080/3757] lr: 8.214e-02, eta: 3 days, 13:22:07, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4656, loss_cls: 3.6249, loss: 3.6249, grad_norm: 2.2016 2020-07-25 06:22:36,821 - mmaction - INFO - Epoch [51][1100/3757] lr: 8.214e-02, eta: 3 days, 13:21:45, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4719, loss_cls: 3.6237, loss: 3.6237, grad_norm: 2.2703 2020-07-25 06:22:48,334 - mmaction - INFO - Epoch [51][1120/3757] lr: 8.214e-02, eta: 3 days, 13:21:23, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4695, loss_cls: 3.6455, loss: 3.6455, grad_norm: 2.2239 2020-07-25 06:22:59,794 - mmaction - INFO - Epoch [51][1140/3757] lr: 8.214e-02, eta: 3 days, 13:21:01, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4719, loss_cls: 3.5991, loss: 3.5991, grad_norm: 2.2109 2020-07-25 06:23:11,122 - mmaction - INFO - Epoch [51][1160/3757] lr: 8.214e-02, eta: 3 days, 13:20:37, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4609, loss_cls: 3.6734, loss: 3.6734, grad_norm: 2.2557 2020-07-25 06:23:22,591 - mmaction - INFO - Epoch [51][1180/3757] lr: 8.214e-02, eta: 3 days, 13:20:15, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4781, loss_cls: 3.6647, loss: 3.6647, grad_norm: 2.1959 2020-07-25 06:23:34,006 - mmaction - INFO - Epoch [51][1200/3757] lr: 8.214e-02, eta: 3 days, 13:19:52, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4734, loss_cls: 3.6157, loss: 3.6157, grad_norm: 2.2126 2020-07-25 06:23:45,444 - mmaction - INFO - Epoch [51][1220/3757] lr: 8.214e-02, eta: 3 days, 13:19:30, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4703, loss_cls: 3.5822, loss: 3.5822, grad_norm: 2.2259 2020-07-25 06:23:56,851 - mmaction - INFO - Epoch [51][1240/3757] lr: 8.214e-02, eta: 3 days, 13:19:07, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4695, loss_cls: 3.6846, loss: 3.6846, grad_norm: 2.2083 2020-07-25 06:24:08,249 - mmaction - INFO - Epoch [51][1260/3757] lr: 8.214e-02, eta: 3 days, 13:18:44, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4930, loss_cls: 3.5850, loss: 3.5850, grad_norm: 2.1588 2020-07-25 06:24:19,729 - mmaction - INFO - Epoch [51][1280/3757] lr: 8.214e-02, eta: 3 days, 13:18:22, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2094, top5_acc: 0.4617, loss_cls: 3.6453, loss: 3.6453, grad_norm: 2.2438 2020-07-25 06:24:31,099 - mmaction - INFO - Epoch [51][1300/3757] lr: 8.214e-02, eta: 3 days, 13:17:59, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4766, loss_cls: 3.6631, loss: 3.6631, grad_norm: 2.2365 2020-07-25 06:24:42,546 - mmaction - INFO - Epoch [51][1320/3757] lr: 8.214e-02, eta: 3 days, 13:17:36, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2094, top5_acc: 0.4539, loss_cls: 3.7506, loss: 3.7506, grad_norm: 2.2413 2020-07-25 06:24:54,026 - mmaction - INFO - Epoch [51][1340/3757] lr: 8.214e-02, eta: 3 days, 13:17:14, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4758, loss_cls: 3.6240, loss: 3.6240, grad_norm: 2.1960 2020-07-25 06:25:05,482 - mmaction - INFO - Epoch [51][1360/3757] lr: 8.214e-02, eta: 3 days, 13:16:52, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4547, loss_cls: 3.7124, loss: 3.7124, grad_norm: 2.1436 2020-07-25 06:25:16,938 - mmaction - INFO - Epoch [51][1380/3757] lr: 8.214e-02, eta: 3 days, 13:16:30, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4734, loss_cls: 3.6258, loss: 3.6258, grad_norm: 2.1862 2020-07-25 06:25:28,397 - mmaction - INFO - Epoch [51][1400/3757] lr: 8.214e-02, eta: 3 days, 13:16:07, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4695, loss_cls: 3.5885, loss: 3.5885, grad_norm: 2.1604 2020-07-25 06:25:39,771 - mmaction - INFO - Epoch [51][1420/3757] lr: 8.214e-02, eta: 3 days, 13:15:44, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2039, top5_acc: 0.4477, loss_cls: 3.7095, loss: 3.7095, grad_norm: 2.2001 2020-07-25 06:25:51,132 - mmaction - INFO - Epoch [51][1440/3757] lr: 8.214e-02, eta: 3 days, 13:15:21, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4758, loss_cls: 3.6054, loss: 3.6054, grad_norm: 2.2062 2020-07-25 06:26:02,577 - mmaction - INFO - Epoch [51][1460/3757] lr: 8.214e-02, eta: 3 days, 13:14:59, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4797, loss_cls: 3.6162, loss: 3.6162, grad_norm: 2.2125 2020-07-25 06:26:14,004 - mmaction - INFO - Epoch [51][1480/3757] lr: 8.214e-02, eta: 3 days, 13:14:36, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4734, loss_cls: 3.6357, loss: 3.6357, grad_norm: 2.2370 2020-07-25 06:26:25,412 - mmaction - INFO - Epoch [51][1500/3757] lr: 8.214e-02, eta: 3 days, 13:14:14, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2094, top5_acc: 0.4500, loss_cls: 3.7097, loss: 3.7097, grad_norm: 2.1614 2020-07-25 06:26:36,849 - mmaction - INFO - Epoch [51][1520/3757] lr: 8.214e-02, eta: 3 days, 13:13:51, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4523, loss_cls: 3.8168, loss: 3.8168, grad_norm: 2.1367 2020-07-25 06:26:48,305 - mmaction - INFO - Epoch [51][1540/3757] lr: 8.214e-02, eta: 3 days, 13:13:29, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4633, loss_cls: 3.6797, loss: 3.6797, grad_norm: 2.1537 2020-07-25 06:26:59,766 - mmaction - INFO - Epoch [51][1560/3757] lr: 8.214e-02, eta: 3 days, 13:13:07, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2078, top5_acc: 0.4570, loss_cls: 3.7653, loss: 3.7653, grad_norm: 2.1787 2020-07-25 06:27:11,163 - mmaction - INFO - Epoch [51][1580/3757] lr: 8.214e-02, eta: 3 days, 13:12:44, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4844, loss_cls: 3.5329, loss: 3.5329, grad_norm: 2.1340 2020-07-25 06:27:22,572 - mmaction - INFO - Epoch [51][1600/3757] lr: 8.214e-02, eta: 3 days, 13:12:21, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.4914, loss_cls: 3.5787, loss: 3.5787, grad_norm: 2.2444 2020-07-25 06:27:34,009 - mmaction - INFO - Epoch [51][1620/3757] lr: 8.214e-02, eta: 3 days, 13:11:59, time: 0.572, data_time: 0.005, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4680, loss_cls: 3.5894, loss: 3.5894, grad_norm: 2.2317 2020-07-25 06:27:45,623 - mmaction - INFO - Epoch [51][1640/3757] lr: 8.214e-02, eta: 3 days, 13:11:38, time: 0.581, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4695, loss_cls: 3.6492, loss: 3.6492, grad_norm: 2.2343 2020-07-25 06:27:57,019 - mmaction - INFO - Epoch [51][1660/3757] lr: 8.214e-02, eta: 3 days, 13:11:15, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4539, loss_cls: 3.7309, loss: 3.7309, grad_norm: 2.1861 2020-07-25 06:28:08,389 - mmaction - INFO - Epoch [51][1680/3757] lr: 8.214e-02, eta: 3 days, 13:10:52, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4891, loss_cls: 3.6059, loss: 3.6059, grad_norm: 2.1930 2020-07-25 06:28:19,822 - mmaction - INFO - Epoch [51][1700/3757] lr: 8.214e-02, eta: 3 days, 13:10:30, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4641, loss_cls: 3.6436, loss: 3.6436, grad_norm: 2.1583 2020-07-25 06:28:31,187 - mmaction - INFO - Epoch [51][1720/3757] lr: 8.214e-02, eta: 3 days, 13:10:07, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4633, loss_cls: 3.6681, loss: 3.6681, grad_norm: 2.1844 2020-07-25 06:28:42,529 - mmaction - INFO - Epoch [51][1740/3757] lr: 8.214e-02, eta: 3 days, 13:09:44, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4547, loss_cls: 3.6893, loss: 3.6893, grad_norm: 2.1875 2020-07-25 06:28:54,029 - mmaction - INFO - Epoch [51][1760/3757] lr: 8.214e-02, eta: 3 days, 13:09:22, time: 0.575, data_time: 0.006, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4813, loss_cls: 3.6371, loss: 3.6371, grad_norm: 2.2211 2020-07-25 06:29:05,343 - mmaction - INFO - Epoch [51][1780/3757] lr: 8.214e-02, eta: 3 days, 13:08:59, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2000, top5_acc: 0.4555, loss_cls: 3.6941, loss: 3.6941, grad_norm: 2.2115 2020-07-25 06:29:16,796 - mmaction - INFO - Epoch [51][1800/3757] lr: 8.214e-02, eta: 3 days, 13:08:37, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2047, top5_acc: 0.4297, loss_cls: 3.7775, loss: 3.7775, grad_norm: 2.1428 2020-07-25 06:29:28,179 - mmaction - INFO - Epoch [51][1820/3757] lr: 8.214e-02, eta: 3 days, 13:08:14, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4570, loss_cls: 3.6793, loss: 3.6793, grad_norm: 2.1721 2020-07-25 06:29:39,535 - mmaction - INFO - Epoch [51][1840/3757] lr: 8.214e-02, eta: 3 days, 13:07:51, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4562, loss_cls: 3.6639, loss: 3.6639, grad_norm: 2.2109 2020-07-25 06:29:50,892 - mmaction - INFO - Epoch [51][1860/3757] lr: 8.214e-02, eta: 3 days, 13:07:28, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4672, loss_cls: 3.6407, loss: 3.6407, grad_norm: 2.1700 2020-07-25 06:30:02,426 - mmaction - INFO - Epoch [51][1880/3757] lr: 8.214e-02, eta: 3 days, 13:07:06, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4703, loss_cls: 3.6106, loss: 3.6106, grad_norm: 2.2516 2020-07-25 06:30:13,813 - mmaction - INFO - Epoch [51][1900/3757] lr: 8.214e-02, eta: 3 days, 13:06:44, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4727, loss_cls: 3.6450, loss: 3.6450, grad_norm: 2.2423 2020-07-25 06:30:25,229 - mmaction - INFO - Epoch [51][1920/3757] lr: 8.214e-02, eta: 3 days, 13:06:21, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4469, loss_cls: 3.7711, loss: 3.7711, grad_norm: 2.2099 2020-07-25 06:30:36,594 - mmaction - INFO - Epoch [51][1940/3757] lr: 8.214e-02, eta: 3 days, 13:05:58, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.1945, top5_acc: 0.4500, loss_cls: 3.7847, loss: 3.7847, grad_norm: 2.1548 2020-07-25 06:30:48,074 - mmaction - INFO - Epoch [51][1960/3757] lr: 8.214e-02, eta: 3 days, 13:05:37, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4750, loss_cls: 3.6119, loss: 3.6119, grad_norm: 2.2059 2020-07-25 06:30:59,435 - mmaction - INFO - Epoch [51][1980/3757] lr: 8.214e-02, eta: 3 days, 13:05:14, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4727, loss_cls: 3.6397, loss: 3.6397, grad_norm: 2.2173 2020-07-25 06:31:10,820 - mmaction - INFO - Epoch [51][2000/3757] lr: 8.214e-02, eta: 3 days, 13:04:51, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4602, loss_cls: 3.6299, loss: 3.6299, grad_norm: 2.1821 2020-07-25 06:31:22,305 - mmaction - INFO - Epoch [51][2020/3757] lr: 8.214e-02, eta: 3 days, 13:04:29, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4766, loss_cls: 3.5663, loss: 3.5663, grad_norm: 2.2112 2020-07-25 06:31:33,737 - mmaction - INFO - Epoch [51][2040/3757] lr: 8.214e-02, eta: 3 days, 13:04:07, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4680, loss_cls: 3.6355, loss: 3.6355, grad_norm: 2.2094 2020-07-25 06:31:45,163 - mmaction - INFO - Epoch [51][2060/3757] lr: 8.214e-02, eta: 3 days, 13:03:44, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.4984, loss_cls: 3.5552, loss: 3.5552, grad_norm: 2.1832 2020-07-25 06:31:56,558 - mmaction - INFO - Epoch [51][2080/3757] lr: 8.214e-02, eta: 3 days, 13:03:22, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4727, loss_cls: 3.6694, loss: 3.6694, grad_norm: 2.2546 2020-07-25 06:32:07,897 - mmaction - INFO - Epoch [51][2100/3757] lr: 8.214e-02, eta: 3 days, 13:02:59, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4703, loss_cls: 3.6524, loss: 3.6524, grad_norm: 2.1868 2020-07-25 06:32:19,314 - mmaction - INFO - Epoch [51][2120/3757] lr: 8.214e-02, eta: 3 days, 13:02:37, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4656, loss_cls: 3.7291, loss: 3.7291, grad_norm: 2.1952 2020-07-25 06:32:30,721 - mmaction - INFO - Epoch [51][2140/3757] lr: 8.214e-02, eta: 3 days, 13:02:14, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2062, top5_acc: 0.4445, loss_cls: 3.7898, loss: 3.7898, grad_norm: 2.1565 2020-07-25 06:32:42,045 - mmaction - INFO - Epoch [51][2160/3757] lr: 8.214e-02, eta: 3 days, 13:01:51, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4836, loss_cls: 3.6032, loss: 3.6032, grad_norm: 2.1846 2020-07-25 06:32:53,432 - mmaction - INFO - Epoch [51][2180/3757] lr: 8.214e-02, eta: 3 days, 13:01:28, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4938, loss_cls: 3.5774, loss: 3.5774, grad_norm: 2.2179 2020-07-25 06:33:04,812 - mmaction - INFO - Epoch [51][2200/3757] lr: 8.214e-02, eta: 3 days, 13:01:06, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2047, top5_acc: 0.4492, loss_cls: 3.7311, loss: 3.7311, grad_norm: 2.2671 2020-07-25 06:33:16,206 - mmaction - INFO - Epoch [51][2220/3757] lr: 8.214e-02, eta: 3 days, 13:00:43, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4734, loss_cls: 3.6583, loss: 3.6583, grad_norm: 2.1741 2020-07-25 06:33:27,657 - mmaction - INFO - Epoch [51][2240/3757] lr: 8.214e-02, eta: 3 days, 13:00:21, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4680, loss_cls: 3.5988, loss: 3.5988, grad_norm: 2.2459 2020-07-25 06:33:39,043 - mmaction - INFO - Epoch [51][2260/3757] lr: 8.214e-02, eta: 3 days, 12:59:59, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4867, loss_cls: 3.5762, loss: 3.5762, grad_norm: 2.2631 2020-07-25 06:33:50,402 - mmaction - INFO - Epoch [51][2280/3757] lr: 8.214e-02, eta: 3 days, 12:59:36, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4766, loss_cls: 3.6339, loss: 3.6339, grad_norm: 2.2381 2020-07-25 06:34:01,787 - mmaction - INFO - Epoch [51][2300/3757] lr: 8.214e-02, eta: 3 days, 12:59:13, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4742, loss_cls: 3.6673, loss: 3.6673, grad_norm: 2.1860 2020-07-25 06:34:13,179 - mmaction - INFO - Epoch [51][2320/3757] lr: 8.214e-02, eta: 3 days, 12:58:51, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4586, loss_cls: 3.7217, loss: 3.7217, grad_norm: 2.1823 2020-07-25 06:34:24,603 - mmaction - INFO - Epoch [51][2340/3757] lr: 8.214e-02, eta: 3 days, 12:58:29, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4617, loss_cls: 3.7066, loss: 3.7066, grad_norm: 2.1274 2020-07-25 06:34:36,141 - mmaction - INFO - Epoch [51][2360/3757] lr: 8.214e-02, eta: 3 days, 12:58:07, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4688, loss_cls: 3.6883, loss: 3.6883, grad_norm: 2.1639 2020-07-25 06:34:47,681 - mmaction - INFO - Epoch [51][2380/3757] lr: 8.214e-02, eta: 3 days, 12:57:46, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4820, loss_cls: 3.6140, loss: 3.6140, grad_norm: 2.1770 2020-07-25 06:34:59,119 - mmaction - INFO - Epoch [51][2400/3757] lr: 8.214e-02, eta: 3 days, 12:57:24, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4680, loss_cls: 3.6547, loss: 3.6547, grad_norm: 2.2225 2020-07-25 06:35:10,591 - mmaction - INFO - Epoch [51][2420/3757] lr: 8.214e-02, eta: 3 days, 12:57:02, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4656, loss_cls: 3.6742, loss: 3.6742, grad_norm: 2.1816 2020-07-25 06:35:22,020 - mmaction - INFO - Epoch [51][2440/3757] lr: 8.214e-02, eta: 3 days, 12:56:40, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4633, loss_cls: 3.6462, loss: 3.6462, grad_norm: 2.1628 2020-07-25 06:35:33,384 - mmaction - INFO - Epoch [51][2460/3757] lr: 8.214e-02, eta: 3 days, 12:56:17, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2102, top5_acc: 0.4414, loss_cls: 3.7135, loss: 3.7135, grad_norm: 2.1550 2020-07-25 06:35:44,872 - mmaction - INFO - Epoch [51][2480/3757] lr: 8.214e-02, eta: 3 days, 12:55:56, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4656, loss_cls: 3.6513, loss: 3.6513, grad_norm: 2.1331 2020-07-25 06:35:56,311 - mmaction - INFO - Epoch [51][2500/3757] lr: 8.214e-02, eta: 3 days, 12:55:34, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4719, loss_cls: 3.6519, loss: 3.6519, grad_norm: 2.2061 2020-07-25 06:36:07,761 - mmaction - INFO - Epoch [51][2520/3757] lr: 8.214e-02, eta: 3 days, 12:55:12, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4344, loss_cls: 3.7851, loss: 3.7851, grad_norm: 2.2078 2020-07-25 06:36:19,213 - mmaction - INFO - Epoch [51][2540/3757] lr: 8.214e-02, eta: 3 days, 12:54:50, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4758, loss_cls: 3.5848, loss: 3.5848, grad_norm: 2.1476 2020-07-25 06:36:30,616 - mmaction - INFO - Epoch [51][2560/3757] lr: 8.214e-02, eta: 3 days, 12:54:27, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4680, loss_cls: 3.6524, loss: 3.6524, grad_norm: 2.2541 2020-07-25 06:36:42,047 - mmaction - INFO - Epoch [51][2580/3757] lr: 8.214e-02, eta: 3 days, 12:54:05, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4820, loss_cls: 3.6234, loss: 3.6234, grad_norm: 2.1603 2020-07-25 06:36:53,507 - mmaction - INFO - Epoch [51][2600/3757] lr: 8.214e-02, eta: 3 days, 12:53:44, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4680, loss_cls: 3.7033, loss: 3.7033, grad_norm: 2.2280 2020-07-25 06:37:04,897 - mmaction - INFO - Epoch [51][2620/3757] lr: 8.214e-02, eta: 3 days, 12:53:21, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4617, loss_cls: 3.6768, loss: 3.6768, grad_norm: 2.1830 2020-07-25 06:37:16,298 - mmaction - INFO - Epoch [51][2640/3757] lr: 8.214e-02, eta: 3 days, 12:52:59, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4695, loss_cls: 3.7090, loss: 3.7090, grad_norm: 2.1923 2020-07-25 06:37:27,757 - mmaction - INFO - Epoch [51][2660/3757] lr: 8.214e-02, eta: 3 days, 12:52:37, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4680, loss_cls: 3.7115, loss: 3.7115, grad_norm: 2.2159 2020-07-25 06:37:39,212 - mmaction - INFO - Epoch [51][2680/3757] lr: 8.214e-02, eta: 3 days, 12:52:15, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2047, top5_acc: 0.4461, loss_cls: 3.7600, loss: 3.7600, grad_norm: 2.2084 2020-07-25 06:37:50,808 - mmaction - INFO - Epoch [51][2700/3757] lr: 8.214e-02, eta: 3 days, 12:51:54, time: 0.580, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4727, loss_cls: 3.6232, loss: 3.6232, grad_norm: 2.2267 2020-07-25 06:38:02,311 - mmaction - INFO - Epoch [51][2720/3757] lr: 8.214e-02, eta: 3 days, 12:51:33, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4727, loss_cls: 3.6093, loss: 3.6093, grad_norm: 2.1658 2020-07-25 06:38:13,716 - mmaction - INFO - Epoch [51][2740/3757] lr: 8.214e-02, eta: 3 days, 12:51:11, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4578, loss_cls: 3.7069, loss: 3.7069, grad_norm: 2.2117 2020-07-25 06:38:25,134 - mmaction - INFO - Epoch [51][2760/3757] lr: 8.214e-02, eta: 3 days, 12:50:49, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4555, loss_cls: 3.7211, loss: 3.7211, grad_norm: 2.1801 2020-07-25 06:38:36,553 - mmaction - INFO - Epoch [51][2780/3757] lr: 8.214e-02, eta: 3 days, 12:50:27, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4859, loss_cls: 3.5868, loss: 3.5868, grad_norm: 2.2141 2020-07-25 06:38:48,043 - mmaction - INFO - Epoch [51][2800/3757] lr: 8.214e-02, eta: 3 days, 12:50:05, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4789, loss_cls: 3.6202, loss: 3.6202, grad_norm: 2.2536 2020-07-25 06:38:59,420 - mmaction - INFO - Epoch [51][2820/3757] lr: 8.214e-02, eta: 3 days, 12:49:43, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4805, loss_cls: 3.6126, loss: 3.6126, grad_norm: 2.1781 2020-07-25 06:39:10,861 - mmaction - INFO - Epoch [51][2840/3757] lr: 8.214e-02, eta: 3 days, 12:49:21, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4867, loss_cls: 3.6412, loss: 3.6412, grad_norm: 2.2327 2020-07-25 06:39:22,377 - mmaction - INFO - Epoch [51][2860/3757] lr: 8.214e-02, eta: 3 days, 12:48:59, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4633, loss_cls: 3.6249, loss: 3.6249, grad_norm: 2.2153 2020-07-25 06:39:33,928 - mmaction - INFO - Epoch [51][2880/3757] lr: 8.214e-02, eta: 3 days, 12:48:38, time: 0.577, data_time: 0.014, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4516, loss_cls: 3.7167, loss: 3.7167, grad_norm: 2.2358 2020-07-25 06:39:45,356 - mmaction - INFO - Epoch [51][2900/3757] lr: 8.214e-02, eta: 3 days, 12:48:16, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4586, loss_cls: 3.7184, loss: 3.7184, grad_norm: 2.2253 2020-07-25 06:39:56,764 - mmaction - INFO - Epoch [51][2920/3757] lr: 8.214e-02, eta: 3 days, 12:47:54, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4602, loss_cls: 3.7379, loss: 3.7379, grad_norm: 2.2168 2020-07-25 06:40:08,195 - mmaction - INFO - Epoch [51][2940/3757] lr: 8.214e-02, eta: 3 days, 12:47:32, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4766, loss_cls: 3.5984, loss: 3.5984, grad_norm: 2.1590 2020-07-25 06:40:19,630 - mmaction - INFO - Epoch [51][2960/3757] lr: 8.214e-02, eta: 3 days, 12:47:11, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4836, loss_cls: 3.5644, loss: 3.5644, grad_norm: 2.2343 2020-07-25 06:40:31,015 - mmaction - INFO - Epoch [51][2980/3757] lr: 8.214e-02, eta: 3 days, 12:46:48, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4680, loss_cls: 3.6847, loss: 3.6847, grad_norm: 2.2254 2020-07-25 06:40:42,429 - mmaction - INFO - Epoch [51][3000/3757] lr: 8.214e-02, eta: 3 days, 12:46:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4758, loss_cls: 3.5848, loss: 3.5848, grad_norm: 2.1984 2020-07-25 06:40:53,890 - mmaction - INFO - Epoch [51][3020/3757] lr: 8.214e-02, eta: 3 days, 12:46:04, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4680, loss_cls: 3.6790, loss: 3.6790, grad_norm: 2.2362 2020-07-25 06:41:05,411 - mmaction - INFO - Epoch [51][3040/3757] lr: 8.214e-02, eta: 3 days, 12:45:43, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4508, loss_cls: 3.6961, loss: 3.6961, grad_norm: 2.1807 2020-07-25 06:41:16,863 - mmaction - INFO - Epoch [51][3060/3757] lr: 8.214e-02, eta: 3 days, 12:45:22, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4750, loss_cls: 3.6401, loss: 3.6401, grad_norm: 2.1467 2020-07-25 06:41:28,254 - mmaction - INFO - Epoch [51][3080/3757] lr: 8.214e-02, eta: 3 days, 12:44:59, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4648, loss_cls: 3.7280, loss: 3.7280, grad_norm: 2.1684 2020-07-25 06:41:39,739 - mmaction - INFO - Epoch [51][3100/3757] lr: 8.214e-02, eta: 3 days, 12:44:38, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4570, loss_cls: 3.6736, loss: 3.6736, grad_norm: 2.1806 2020-07-25 06:41:51,293 - mmaction - INFO - Epoch [51][3120/3757] lr: 8.214e-02, eta: 3 days, 12:44:17, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2008, top5_acc: 0.4484, loss_cls: 3.7710, loss: 3.7710, grad_norm: 2.2356 2020-07-25 06:42:02,721 - mmaction - INFO - Epoch [51][3140/3757] lr: 8.214e-02, eta: 3 days, 12:43:55, time: 0.572, data_time: 0.001, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4555, loss_cls: 3.7365, loss: 3.7365, grad_norm: 2.1836 2020-07-25 06:42:14,130 - mmaction - INFO - Epoch [51][3160/3757] lr: 8.214e-02, eta: 3 days, 12:43:33, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4695, loss_cls: 3.6843, loss: 3.6843, grad_norm: 2.1500 2020-07-25 06:42:25,575 - mmaction - INFO - Epoch [51][3180/3757] lr: 8.214e-02, eta: 3 days, 12:43:11, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4664, loss_cls: 3.6442, loss: 3.6442, grad_norm: 2.1374 2020-07-25 06:42:36,957 - mmaction - INFO - Epoch [51][3200/3757] lr: 8.214e-02, eta: 3 days, 12:42:49, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2055, top5_acc: 0.4656, loss_cls: 3.6629, loss: 3.6629, grad_norm: 2.1141 2020-07-25 06:42:48,385 - mmaction - INFO - Epoch [51][3220/3757] lr: 8.214e-02, eta: 3 days, 12:42:27, time: 0.571, data_time: 0.001, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4664, loss_cls: 3.6381, loss: 3.6381, grad_norm: 2.2227 2020-07-25 06:42:59,800 - mmaction - INFO - Epoch [51][3240/3757] lr: 8.214e-02, eta: 3 days, 12:42:05, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4836, loss_cls: 3.5858, loss: 3.5858, grad_norm: 2.1707 2020-07-25 06:43:11,264 - mmaction - INFO - Epoch [51][3260/3757] lr: 8.214e-02, eta: 3 days, 12:41:44, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4711, loss_cls: 3.6302, loss: 3.6302, grad_norm: 2.1844 2020-07-25 06:43:22,683 - mmaction - INFO - Epoch [51][3280/3757] lr: 8.214e-02, eta: 3 days, 12:41:22, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4570, loss_cls: 3.6683, loss: 3.6683, grad_norm: 2.2257 2020-07-25 06:43:34,148 - mmaction - INFO - Epoch [51][3300/3757] lr: 8.214e-02, eta: 3 days, 12:41:00, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4703, loss_cls: 3.5859, loss: 3.5859, grad_norm: 2.2230 2020-07-25 06:43:45,599 - mmaction - INFO - Epoch [51][3320/3757] lr: 8.214e-02, eta: 3 days, 12:40:38, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.4820, loss_cls: 3.5270, loss: 3.5270, grad_norm: 2.2613 2020-07-25 06:43:57,014 - mmaction - INFO - Epoch [51][3340/3757] lr: 8.214e-02, eta: 3 days, 12:40:16, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2086, top5_acc: 0.4688, loss_cls: 3.7513, loss: 3.7513, grad_norm: 2.2205 2020-07-25 06:44:08,453 - mmaction - INFO - Epoch [51][3360/3757] lr: 8.214e-02, eta: 3 days, 12:39:55, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4617, loss_cls: 3.6214, loss: 3.6214, grad_norm: 2.1544 2020-07-25 06:44:19,887 - mmaction - INFO - Epoch [51][3380/3757] lr: 8.214e-02, eta: 3 days, 12:39:33, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4617, loss_cls: 3.6654, loss: 3.6654, grad_norm: 2.2261 2020-07-25 06:44:31,342 - mmaction - INFO - Epoch [51][3400/3757] lr: 8.214e-02, eta: 3 days, 12:39:11, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4727, loss_cls: 3.6279, loss: 3.6279, grad_norm: 2.2750 2020-07-25 06:44:42,709 - mmaction - INFO - Epoch [51][3420/3757] lr: 8.214e-02, eta: 3 days, 12:38:49, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4789, loss_cls: 3.5737, loss: 3.5737, grad_norm: 2.2041 2020-07-25 06:44:54,190 - mmaction - INFO - Epoch [51][3440/3757] lr: 8.214e-02, eta: 3 days, 12:38:28, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2078, top5_acc: 0.4805, loss_cls: 3.7295, loss: 3.7295, grad_norm: 2.2397 2020-07-25 06:45:05,619 - mmaction - INFO - Epoch [51][3460/3757] lr: 8.214e-02, eta: 3 days, 12:38:06, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4570, loss_cls: 3.7139, loss: 3.7139, grad_norm: 2.2235 2020-07-25 06:45:17,099 - mmaction - INFO - Epoch [51][3480/3757] lr: 8.214e-02, eta: 3 days, 12:37:45, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4547, loss_cls: 3.6873, loss: 3.6873, grad_norm: 2.1699 2020-07-25 06:45:28,560 - mmaction - INFO - Epoch [51][3500/3757] lr: 8.214e-02, eta: 3 days, 12:37:23, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4703, loss_cls: 3.6959, loss: 3.6959, grad_norm: 2.2207 2020-07-25 06:45:39,950 - mmaction - INFO - Epoch [51][3520/3757] lr: 8.214e-02, eta: 3 days, 12:37:01, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4500, loss_cls: 3.6912, loss: 3.6912, grad_norm: 2.2005 2020-07-25 06:45:51,444 - mmaction - INFO - Epoch [51][3540/3757] lr: 8.214e-02, eta: 3 days, 12:36:40, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4656, loss_cls: 3.6994, loss: 3.6994, grad_norm: 2.2036 2020-07-25 06:46:02,789 - mmaction - INFO - Epoch [51][3560/3757] lr: 8.214e-02, eta: 3 days, 12:36:17, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4820, loss_cls: 3.5886, loss: 3.5886, grad_norm: 2.1373 2020-07-25 06:46:14,304 - mmaction - INFO - Epoch [51][3580/3757] lr: 8.214e-02, eta: 3 days, 12:35:56, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4844, loss_cls: 3.6191, loss: 3.6191, grad_norm: 2.2039 2020-07-25 06:46:25,739 - mmaction - INFO - Epoch [51][3600/3757] lr: 8.214e-02, eta: 3 days, 12:35:34, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4672, loss_cls: 3.7015, loss: 3.7015, grad_norm: 2.1884 2020-07-25 06:46:37,169 - mmaction - INFO - Epoch [51][3620/3757] lr: 8.214e-02, eta: 3 days, 12:35:13, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4484, loss_cls: 3.6967, loss: 3.6967, grad_norm: 2.1959 2020-07-25 06:46:48,718 - mmaction - INFO - Epoch [51][3640/3757] lr: 8.214e-02, eta: 3 days, 12:34:52, time: 0.578, data_time: 0.013, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4648, loss_cls: 3.7057, loss: 3.7057, grad_norm: 2.1526 2020-07-25 06:47:00,115 - mmaction - INFO - Epoch [51][3660/3757] lr: 8.214e-02, eta: 3 days, 12:34:30, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.5062, loss_cls: 3.5537, loss: 3.5537, grad_norm: 2.1673 2020-07-25 06:47:11,518 - mmaction - INFO - Epoch [51][3680/3757] lr: 8.214e-02, eta: 3 days, 12:34:08, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4836, loss_cls: 3.5996, loss: 3.5996, grad_norm: 2.1946 2020-07-25 06:47:22,902 - mmaction - INFO - Epoch [51][3700/3757] lr: 8.214e-02, eta: 3 days, 12:33:46, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4609, loss_cls: 3.6842, loss: 3.6842, grad_norm: 2.1852 2020-07-25 06:47:34,312 - mmaction - INFO - Epoch [51][3720/3757] lr: 8.214e-02, eta: 3 days, 12:33:24, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4750, loss_cls: 3.6516, loss: 3.6516, grad_norm: 2.1633 2020-07-25 06:47:45,727 - mmaction - INFO - Epoch [51][3740/3757] lr: 8.214e-02, eta: 3 days, 12:33:02, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4797, loss_cls: 3.6000, loss: 3.6000, grad_norm: 2.2067 2020-07-25 06:51:05,543 - mmaction - INFO - Epoch [52][20/3757] lr: 8.147e-02, eta: 3 days, 12:54:25, time: 9.263, data_time: 8.575, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4727, loss_cls: 3.6634, loss: 3.6634, grad_norm: 2.2600 2020-07-25 06:51:16,946 - mmaction - INFO - Epoch [52][40/3757] lr: 8.147e-02, eta: 3 days, 12:54:03, time: 0.570, data_time: 0.005, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4750, loss_cls: 3.5981, loss: 3.5981, grad_norm: 2.1513 2020-07-25 06:51:28,370 - mmaction - INFO - Epoch [52][60/3757] lr: 8.147e-02, eta: 3 days, 12:53:40, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4750, loss_cls: 3.6009, loss: 3.6009, grad_norm: 2.1406 2020-07-25 06:51:39,823 - mmaction - INFO - Epoch [52][80/3757] lr: 8.147e-02, eta: 3 days, 12:53:18, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4859, loss_cls: 3.6005, loss: 3.6005, grad_norm: 2.2105 2020-07-25 06:51:51,213 - mmaction - INFO - Epoch [52][100/3757] lr: 8.147e-02, eta: 3 days, 12:52:56, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4625, loss_cls: 3.6948, loss: 3.6948, grad_norm: 2.2770 2020-07-25 06:52:02,553 - mmaction - INFO - Epoch [52][120/3757] lr: 8.147e-02, eta: 3 days, 12:52:33, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4953, loss_cls: 3.5232, loss: 3.5232, grad_norm: 2.1799 2020-07-25 06:52:13,995 - mmaction - INFO - Epoch [52][140/3757] lr: 8.147e-02, eta: 3 days, 12:52:11, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4609, loss_cls: 3.6400, loss: 3.6400, grad_norm: 2.1763 2020-07-25 06:52:25,496 - mmaction - INFO - Epoch [52][160/3757] lr: 8.147e-02, eta: 3 days, 12:51:50, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4688, loss_cls: 3.6823, loss: 3.6823, grad_norm: 2.2099 2020-07-25 06:52:36,945 - mmaction - INFO - Epoch [52][180/3757] lr: 8.147e-02, eta: 3 days, 12:51:28, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4664, loss_cls: 3.6901, loss: 3.6901, grad_norm: 2.2045 2020-07-25 06:52:48,309 - mmaction - INFO - Epoch [52][200/3757] lr: 8.147e-02, eta: 3 days, 12:51:05, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4500, loss_cls: 3.6958, loss: 3.6958, grad_norm: 2.1769 2020-07-25 06:52:59,667 - mmaction - INFO - Epoch [52][220/3757] lr: 8.147e-02, eta: 3 days, 12:50:42, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4914, loss_cls: 3.5599, loss: 3.5599, grad_norm: 2.2108 2020-07-25 06:53:11,075 - mmaction - INFO - Epoch [52][240/3757] lr: 8.147e-02, eta: 3 days, 12:50:20, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4797, loss_cls: 3.6204, loss: 3.6204, grad_norm: 2.2370 2020-07-25 06:53:22,521 - mmaction - INFO - Epoch [52][260/3757] lr: 8.147e-02, eta: 3 days, 12:49:58, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4789, loss_cls: 3.6284, loss: 3.6284, grad_norm: 2.2101 2020-07-25 06:53:33,851 - mmaction - INFO - Epoch [52][280/3757] lr: 8.147e-02, eta: 3 days, 12:49:35, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4695, loss_cls: 3.6630, loss: 3.6630, grad_norm: 2.3034 2020-07-25 06:53:45,247 - mmaction - INFO - Epoch [52][300/3757] lr: 8.147e-02, eta: 3 days, 12:49:13, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4484, loss_cls: 3.6851, loss: 3.6851, grad_norm: 2.2362 2020-07-25 06:53:56,539 - mmaction - INFO - Epoch [52][320/3757] lr: 8.147e-02, eta: 3 days, 12:48:50, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4797, loss_cls: 3.6363, loss: 3.6363, grad_norm: 2.1701 2020-07-25 06:54:07,985 - mmaction - INFO - Epoch [52][340/3757] lr: 8.147e-02, eta: 3 days, 12:48:28, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4828, loss_cls: 3.6297, loss: 3.6297, grad_norm: 2.1913 2020-07-25 06:54:19,403 - mmaction - INFO - Epoch [52][360/3757] lr: 8.147e-02, eta: 3 days, 12:48:06, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4828, loss_cls: 3.5731, loss: 3.5731, grad_norm: 2.2216 2020-07-25 06:54:30,881 - mmaction - INFO - Epoch [52][380/3757] lr: 8.147e-02, eta: 3 days, 12:47:44, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4508, loss_cls: 3.7600, loss: 3.7600, grad_norm: 2.2082 2020-07-25 06:54:42,244 - mmaction - INFO - Epoch [52][400/3757] lr: 8.147e-02, eta: 3 days, 12:47:22, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4758, loss_cls: 3.6141, loss: 3.6141, grad_norm: 2.1346 2020-07-25 06:54:53,804 - mmaction - INFO - Epoch [52][420/3757] lr: 8.147e-02, eta: 3 days, 12:47:01, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4930, loss_cls: 3.5408, loss: 3.5408, grad_norm: 2.2316 2020-07-25 06:55:05,172 - mmaction - INFO - Epoch [52][440/3757] lr: 8.147e-02, eta: 3 days, 12:46:38, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4602, loss_cls: 3.6805, loss: 3.6805, grad_norm: 2.2258 2020-07-25 06:55:16,509 - mmaction - INFO - Epoch [52][460/3757] lr: 8.147e-02, eta: 3 days, 12:46:15, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4891, loss_cls: 3.6198, loss: 3.6198, grad_norm: 2.1794 2020-07-25 06:55:27,904 - mmaction - INFO - Epoch [52][480/3757] lr: 8.147e-02, eta: 3 days, 12:45:53, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4602, loss_cls: 3.6645, loss: 3.6645, grad_norm: 2.2207 2020-07-25 06:55:39,242 - mmaction - INFO - Epoch [52][500/3757] lr: 8.147e-02, eta: 3 days, 12:45:30, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4664, loss_cls: 3.6001, loss: 3.6001, grad_norm: 2.1655 2020-07-25 06:55:50,646 - mmaction - INFO - Epoch [52][520/3757] lr: 8.147e-02, eta: 3 days, 12:45:08, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4914, loss_cls: 3.6068, loss: 3.6068, grad_norm: 2.2175 2020-07-25 06:56:02,063 - mmaction - INFO - Epoch [52][540/3757] lr: 8.147e-02, eta: 3 days, 12:44:46, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4664, loss_cls: 3.6078, loss: 3.6078, grad_norm: 2.2180 2020-07-25 06:56:13,534 - mmaction - INFO - Epoch [52][560/3757] lr: 8.147e-02, eta: 3 days, 12:44:24, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4641, loss_cls: 3.7356, loss: 3.7356, grad_norm: 2.2725 2020-07-25 06:56:24,887 - mmaction - INFO - Epoch [52][580/3757] lr: 8.147e-02, eta: 3 days, 12:44:02, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4484, loss_cls: 3.6893, loss: 3.6893, grad_norm: 2.2042 2020-07-25 06:56:36,311 - mmaction - INFO - Epoch [52][600/3757] lr: 8.147e-02, eta: 3 days, 12:43:40, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4523, loss_cls: 3.7293, loss: 3.7293, grad_norm: 2.1948 2020-07-25 06:56:47,713 - mmaction - INFO - Epoch [52][620/3757] lr: 8.147e-02, eta: 3 days, 12:43:18, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2086, top5_acc: 0.4484, loss_cls: 3.7547, loss: 3.7547, grad_norm: 2.1904 2020-07-25 06:56:59,119 - mmaction - INFO - Epoch [52][640/3757] lr: 8.147e-02, eta: 3 days, 12:42:55, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4648, loss_cls: 3.6319, loss: 3.6319, grad_norm: 2.1608 2020-07-25 06:57:10,526 - mmaction - INFO - Epoch [52][660/3757] lr: 8.147e-02, eta: 3 days, 12:42:33, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4672, loss_cls: 3.6315, loss: 3.6315, grad_norm: 2.1899 2020-07-25 06:57:21,960 - mmaction - INFO - Epoch [52][680/3757] lr: 8.147e-02, eta: 3 days, 12:42:11, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4742, loss_cls: 3.6637, loss: 3.6637, grad_norm: 2.2177 2020-07-25 06:57:33,398 - mmaction - INFO - Epoch [52][700/3757] lr: 8.147e-02, eta: 3 days, 12:41:50, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4500, loss_cls: 3.7325, loss: 3.7325, grad_norm: 2.2880 2020-07-25 06:57:44,849 - mmaction - INFO - Epoch [52][720/3757] lr: 8.147e-02, eta: 3 days, 12:41:28, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4555, loss_cls: 3.7822, loss: 3.7822, grad_norm: 2.2286 2020-07-25 06:57:56,251 - mmaction - INFO - Epoch [52][740/3757] lr: 8.147e-02, eta: 3 days, 12:41:06, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4672, loss_cls: 3.6351, loss: 3.6351, grad_norm: 2.1712 2020-07-25 06:58:07,621 - mmaction - INFO - Epoch [52][760/3757] lr: 8.147e-02, eta: 3 days, 12:40:43, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2023, top5_acc: 0.4445, loss_cls: 3.7724, loss: 3.7724, grad_norm: 2.2555 2020-07-25 06:58:19,057 - mmaction - INFO - Epoch [52][780/3757] lr: 8.147e-02, eta: 3 days, 12:40:21, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4602, loss_cls: 3.6857, loss: 3.6857, grad_norm: 2.1474 2020-07-25 06:58:30,431 - mmaction - INFO - Epoch [52][800/3757] lr: 8.147e-02, eta: 3 days, 12:39:59, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4945, loss_cls: 3.4979, loss: 3.4979, grad_norm: 2.1788 2020-07-25 06:58:41,785 - mmaction - INFO - Epoch [52][820/3757] lr: 8.147e-02, eta: 3 days, 12:39:37, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4711, loss_cls: 3.6552, loss: 3.6552, grad_norm: 2.3029 2020-07-25 06:58:53,259 - mmaction - INFO - Epoch [52][840/3757] lr: 8.147e-02, eta: 3 days, 12:39:15, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2016, top5_acc: 0.4523, loss_cls: 3.6907, loss: 3.6907, grad_norm: 2.2342 2020-07-25 06:59:04,634 - mmaction - INFO - Epoch [52][860/3757] lr: 8.147e-02, eta: 3 days, 12:38:53, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4570, loss_cls: 3.7828, loss: 3.7828, grad_norm: 2.2154 2020-07-25 06:59:16,125 - mmaction - INFO - Epoch [52][880/3757] lr: 8.147e-02, eta: 3 days, 12:38:31, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4906, loss_cls: 3.5588, loss: 3.5588, grad_norm: 2.1083 2020-07-25 06:59:27,564 - mmaction - INFO - Epoch [52][900/3757] lr: 8.147e-02, eta: 3 days, 12:38:10, time: 0.572, data_time: 0.005, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4867, loss_cls: 3.5957, loss: 3.5957, grad_norm: 2.1322 2020-07-25 06:59:38,967 - mmaction - INFO - Epoch [52][920/3757] lr: 8.147e-02, eta: 3 days, 12:37:48, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4602, loss_cls: 3.6835, loss: 3.6835, grad_norm: 2.2262 2020-07-25 06:59:50,337 - mmaction - INFO - Epoch [52][940/3757] lr: 8.147e-02, eta: 3 days, 12:37:25, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4453, loss_cls: 3.7084, loss: 3.7084, grad_norm: 2.2136 2020-07-25 07:00:01,701 - mmaction - INFO - Epoch [52][960/3757] lr: 8.147e-02, eta: 3 days, 12:37:03, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4641, loss_cls: 3.6552, loss: 3.6552, grad_norm: 2.2008 2020-07-25 07:00:18,661 - mmaction - INFO - Epoch [52][980/3757] lr: 8.147e-02, eta: 3 days, 12:37:25, time: 0.846, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4562, loss_cls: 3.6554, loss: 3.6554, grad_norm: 2.2077 2020-07-25 07:00:30,136 - mmaction - INFO - Epoch [52][1000/3757] lr: 8.147e-02, eta: 3 days, 12:37:03, time: 0.576, data_time: 0.005, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4695, loss_cls: 3.5972, loss: 3.5972, grad_norm: 2.1390 2020-07-25 07:00:41,570 - mmaction - INFO - Epoch [52][1020/3757] lr: 8.147e-02, eta: 3 days, 12:36:42, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4750, loss_cls: 3.6227, loss: 3.6227, grad_norm: 2.2789 2020-07-25 07:00:53,061 - mmaction - INFO - Epoch [52][1040/3757] lr: 8.147e-02, eta: 3 days, 12:36:20, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4695, loss_cls: 3.6745, loss: 3.6745, grad_norm: 2.3193 2020-07-25 07:01:04,432 - mmaction - INFO - Epoch [52][1060/3757] lr: 8.147e-02, eta: 3 days, 12:35:58, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4703, loss_cls: 3.6511, loss: 3.6511, grad_norm: 2.2567 2020-07-25 07:01:15,835 - mmaction - INFO - Epoch [52][1080/3757] lr: 8.147e-02, eta: 3 days, 12:35:36, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4398, loss_cls: 3.7559, loss: 3.7559, grad_norm: 2.2021 2020-07-25 07:01:27,165 - mmaction - INFO - Epoch [52][1100/3757] lr: 8.147e-02, eta: 3 days, 12:35:13, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4516, loss_cls: 3.7041, loss: 3.7041, grad_norm: 2.1804 2020-07-25 07:01:38,519 - mmaction - INFO - Epoch [52][1120/3757] lr: 8.147e-02, eta: 3 days, 12:34:51, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4500, loss_cls: 3.7204, loss: 3.7204, grad_norm: 2.1979 2020-07-25 07:01:49,968 - mmaction - INFO - Epoch [52][1140/3757] lr: 8.147e-02, eta: 3 days, 12:34:29, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4445, loss_cls: 3.7248, loss: 3.7248, grad_norm: 2.2371 2020-07-25 07:02:01,369 - mmaction - INFO - Epoch [52][1160/3757] lr: 8.147e-02, eta: 3 days, 12:34:07, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4547, loss_cls: 3.6855, loss: 3.6855, grad_norm: 2.1842 2020-07-25 07:02:12,693 - mmaction - INFO - Epoch [52][1180/3757] lr: 8.147e-02, eta: 3 days, 12:33:45, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.5016, loss_cls: 3.5482, loss: 3.5482, grad_norm: 2.2117 2020-07-25 07:02:24,104 - mmaction - INFO - Epoch [52][1200/3757] lr: 8.147e-02, eta: 3 days, 12:33:23, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4555, loss_cls: 3.6333, loss: 3.6333, grad_norm: 2.2613 2020-07-25 07:02:35,480 - mmaction - INFO - Epoch [52][1220/3757] lr: 8.147e-02, eta: 3 days, 12:33:01, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4625, loss_cls: 3.6456, loss: 3.6456, grad_norm: 2.3111 2020-07-25 07:02:46,859 - mmaction - INFO - Epoch [52][1240/3757] lr: 8.147e-02, eta: 3 days, 12:32:38, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4547, loss_cls: 3.6862, loss: 3.6862, grad_norm: 2.2560 2020-07-25 07:02:58,236 - mmaction - INFO - Epoch [52][1260/3757] lr: 8.147e-02, eta: 3 days, 12:32:16, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4727, loss_cls: 3.6063, loss: 3.6063, grad_norm: 2.1679 2020-07-25 07:03:09,668 - mmaction - INFO - Epoch [52][1280/3757] lr: 8.147e-02, eta: 3 days, 12:31:55, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4648, loss_cls: 3.6659, loss: 3.6659, grad_norm: 2.2263 2020-07-25 07:03:21,194 - mmaction - INFO - Epoch [52][1300/3757] lr: 8.147e-02, eta: 3 days, 12:31:34, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4664, loss_cls: 3.7524, loss: 3.7524, grad_norm: 2.2476 2020-07-25 07:03:32,477 - mmaction - INFO - Epoch [52][1320/3757] lr: 8.147e-02, eta: 3 days, 12:31:11, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4555, loss_cls: 3.7486, loss: 3.7486, grad_norm: 2.1583 2020-07-25 07:03:43,891 - mmaction - INFO - Epoch [52][1340/3757] lr: 8.147e-02, eta: 3 days, 12:30:49, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4492, loss_cls: 3.7633, loss: 3.7633, grad_norm: 2.1016 2020-07-25 07:03:55,281 - mmaction - INFO - Epoch [52][1360/3757] lr: 8.147e-02, eta: 3 days, 12:30:27, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4734, loss_cls: 3.6423, loss: 3.6423, grad_norm: 2.1321 2020-07-25 07:04:06,677 - mmaction - INFO - Epoch [52][1380/3757] lr: 8.147e-02, eta: 3 days, 12:30:05, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4742, loss_cls: 3.5918, loss: 3.5918, grad_norm: 2.2041 2020-07-25 07:04:18,094 - mmaction - INFO - Epoch [52][1400/3757] lr: 8.147e-02, eta: 3 days, 12:29:43, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4898, loss_cls: 3.5556, loss: 3.5556, grad_norm: 2.2387 2020-07-25 07:04:29,594 - mmaction - INFO - Epoch [52][1420/3757] lr: 8.147e-02, eta: 3 days, 12:29:22, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4719, loss_cls: 3.6251, loss: 3.6251, grad_norm: 2.2369 2020-07-25 07:04:41,089 - mmaction - INFO - Epoch [52][1440/3757] lr: 8.147e-02, eta: 3 days, 12:29:01, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2102, top5_acc: 0.4766, loss_cls: 3.6676, loss: 3.6676, grad_norm: 2.2315 2020-07-25 07:04:52,559 - mmaction - INFO - Epoch [52][1460/3757] lr: 8.147e-02, eta: 3 days, 12:28:39, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4914, loss_cls: 3.5336, loss: 3.5336, grad_norm: 2.1771 2020-07-25 07:05:04,031 - mmaction - INFO - Epoch [52][1480/3757] lr: 8.147e-02, eta: 3 days, 12:28:18, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4836, loss_cls: 3.5693, loss: 3.5693, grad_norm: 2.1996 2020-07-25 07:05:15,478 - mmaction - INFO - Epoch [52][1500/3757] lr: 8.147e-02, eta: 3 days, 12:27:56, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4633, loss_cls: 3.6810, loss: 3.6810, grad_norm: 2.2235 2020-07-25 07:05:26,848 - mmaction - INFO - Epoch [52][1520/3757] lr: 8.147e-02, eta: 3 days, 12:27:34, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4609, loss_cls: 3.7634, loss: 3.7634, grad_norm: 2.2059 2020-07-25 07:05:38,260 - mmaction - INFO - Epoch [52][1540/3757] lr: 8.147e-02, eta: 3 days, 12:27:13, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4664, loss_cls: 3.6075, loss: 3.6075, grad_norm: 2.1498 2020-07-25 07:05:49,764 - mmaction - INFO - Epoch [52][1560/3757] lr: 8.147e-02, eta: 3 days, 12:26:51, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4469, loss_cls: 3.7402, loss: 3.7402, grad_norm: 2.2715 2020-07-25 07:06:01,188 - mmaction - INFO - Epoch [52][1580/3757] lr: 8.147e-02, eta: 3 days, 12:26:30, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4695, loss_cls: 3.6722, loss: 3.6722, grad_norm: 2.2557 2020-07-25 07:06:12,606 - mmaction - INFO - Epoch [52][1600/3757] lr: 8.147e-02, eta: 3 days, 12:26:08, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4727, loss_cls: 3.6420, loss: 3.6420, grad_norm: 2.1650 2020-07-25 07:06:24,019 - mmaction - INFO - Epoch [52][1620/3757] lr: 8.147e-02, eta: 3 days, 12:25:46, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4672, loss_cls: 3.6658, loss: 3.6658, grad_norm: 2.1251 2020-07-25 07:06:35,404 - mmaction - INFO - Epoch [52][1640/3757] lr: 8.147e-02, eta: 3 days, 12:25:24, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4773, loss_cls: 3.6122, loss: 3.6122, grad_norm: 2.1682 2020-07-25 07:06:46,865 - mmaction - INFO - Epoch [52][1660/3757] lr: 8.147e-02, eta: 3 days, 12:25:03, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4742, loss_cls: 3.6588, loss: 3.6588, grad_norm: 2.2083 2020-07-25 07:06:58,246 - mmaction - INFO - Epoch [52][1680/3757] lr: 8.147e-02, eta: 3 days, 12:24:41, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4578, loss_cls: 3.6596, loss: 3.6596, grad_norm: 2.2134 2020-07-25 07:07:09,718 - mmaction - INFO - Epoch [52][1700/3757] lr: 8.147e-02, eta: 3 days, 12:24:20, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4867, loss_cls: 3.6109, loss: 3.6109, grad_norm: 2.2076 2020-07-25 07:07:21,163 - mmaction - INFO - Epoch [52][1720/3757] lr: 8.147e-02, eta: 3 days, 12:23:58, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4609, loss_cls: 3.6538, loss: 3.6538, grad_norm: 2.1789 2020-07-25 07:07:32,587 - mmaction - INFO - Epoch [52][1740/3757] lr: 8.147e-02, eta: 3 days, 12:23:37, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4945, loss_cls: 3.5729, loss: 3.5729, grad_norm: 2.1654 2020-07-25 07:07:44,081 - mmaction - INFO - Epoch [52][1760/3757] lr: 8.147e-02, eta: 3 days, 12:23:16, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4516, loss_cls: 3.7396, loss: 3.7396, grad_norm: 2.3140 2020-07-25 07:07:55,558 - mmaction - INFO - Epoch [52][1780/3757] lr: 8.147e-02, eta: 3 days, 12:22:54, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4586, loss_cls: 3.7696, loss: 3.7696, grad_norm: 2.2007 2020-07-25 07:08:06,832 - mmaction - INFO - Epoch [52][1800/3757] lr: 8.147e-02, eta: 3 days, 12:22:32, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4805, loss_cls: 3.5894, loss: 3.5894, grad_norm: 2.2033 2020-07-25 07:08:18,275 - mmaction - INFO - Epoch [52][1820/3757] lr: 8.147e-02, eta: 3 days, 12:22:10, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4844, loss_cls: 3.5205, loss: 3.5205, grad_norm: 2.1848 2020-07-25 07:08:29,681 - mmaction - INFO - Epoch [52][1840/3757] lr: 8.147e-02, eta: 3 days, 12:21:48, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4516, loss_cls: 3.6818, loss: 3.6818, grad_norm: 2.2245 2020-07-25 07:08:41,124 - mmaction - INFO - Epoch [52][1860/3757] lr: 8.147e-02, eta: 3 days, 12:21:27, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4453, loss_cls: 3.6942, loss: 3.6942, grad_norm: 2.2119 2020-07-25 07:08:52,614 - mmaction - INFO - Epoch [52][1880/3757] lr: 8.147e-02, eta: 3 days, 12:21:06, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4578, loss_cls: 3.6883, loss: 3.6883, grad_norm: 2.2712 2020-07-25 07:09:03,960 - mmaction - INFO - Epoch [52][1900/3757] lr: 8.147e-02, eta: 3 days, 12:20:44, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2078, top5_acc: 0.4609, loss_cls: 3.7075, loss: 3.7075, grad_norm: 2.2464 2020-07-25 07:09:15,388 - mmaction - INFO - Epoch [52][1920/3757] lr: 8.147e-02, eta: 3 days, 12:20:22, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4672, loss_cls: 3.6355, loss: 3.6355, grad_norm: 2.1646 2020-07-25 07:09:26,913 - mmaction - INFO - Epoch [52][1940/3757] lr: 8.147e-02, eta: 3 days, 12:20:01, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4711, loss_cls: 3.6945, loss: 3.6945, grad_norm: 2.1555 2020-07-25 07:09:38,272 - mmaction - INFO - Epoch [52][1960/3757] lr: 8.147e-02, eta: 3 days, 12:19:39, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4523, loss_cls: 3.7170, loss: 3.7170, grad_norm: 2.1620 2020-07-25 07:09:49,745 - mmaction - INFO - Epoch [52][1980/3757] lr: 8.147e-02, eta: 3 days, 12:19:18, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4820, loss_cls: 3.5304, loss: 3.5304, grad_norm: 2.1933 2020-07-25 07:10:01,077 - mmaction - INFO - Epoch [52][2000/3757] lr: 8.147e-02, eta: 3 days, 12:18:56, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4758, loss_cls: 3.6524, loss: 3.6524, grad_norm: 2.2474 2020-07-25 07:10:12,569 - mmaction - INFO - Epoch [52][2020/3757] lr: 8.147e-02, eta: 3 days, 12:18:35, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4625, loss_cls: 3.6989, loss: 3.6989, grad_norm: 2.2026 2020-07-25 07:10:24,051 - mmaction - INFO - Epoch [52][2040/3757] lr: 8.147e-02, eta: 3 days, 12:18:14, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4992, loss_cls: 3.5780, loss: 3.5780, grad_norm: 2.1933 2020-07-25 07:10:35,536 - mmaction - INFO - Epoch [52][2060/3757] lr: 8.147e-02, eta: 3 days, 12:17:53, time: 0.574, data_time: 0.012, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4711, loss_cls: 3.6275, loss: 3.6275, grad_norm: 2.1968 2020-07-25 07:10:46,984 - mmaction - INFO - Epoch [52][2080/3757] lr: 8.147e-02, eta: 3 days, 12:17:31, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4742, loss_cls: 3.6289, loss: 3.6289, grad_norm: 2.2375 2020-07-25 07:10:58,463 - mmaction - INFO - Epoch [52][2100/3757] lr: 8.147e-02, eta: 3 days, 12:17:10, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4766, loss_cls: 3.5786, loss: 3.5786, grad_norm: 2.1786 2020-07-25 07:11:09,899 - mmaction - INFO - Epoch [52][2120/3757] lr: 8.147e-02, eta: 3 days, 12:16:49, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4836, loss_cls: 3.6455, loss: 3.6455, grad_norm: 2.2726 2020-07-25 07:11:21,305 - mmaction - INFO - Epoch [52][2140/3757] lr: 8.147e-02, eta: 3 days, 12:16:27, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4688, loss_cls: 3.6363, loss: 3.6363, grad_norm: 2.2224 2020-07-25 07:11:32,685 - mmaction - INFO - Epoch [52][2160/3757] lr: 8.147e-02, eta: 3 days, 12:16:05, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4914, loss_cls: 3.5518, loss: 3.5518, grad_norm: 2.2519 2020-07-25 07:11:44,180 - mmaction - INFO - Epoch [52][2180/3757] lr: 8.147e-02, eta: 3 days, 12:15:44, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4742, loss_cls: 3.6352, loss: 3.6352, grad_norm: 2.2038 2020-07-25 07:11:55,623 - mmaction - INFO - Epoch [52][2200/3757] lr: 8.147e-02, eta: 3 days, 12:15:23, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4711, loss_cls: 3.6324, loss: 3.6324, grad_norm: 2.1799 2020-07-25 07:12:06,951 - mmaction - INFO - Epoch [52][2220/3757] lr: 8.147e-02, eta: 3 days, 12:15:01, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4562, loss_cls: 3.6736, loss: 3.6736, grad_norm: 2.2010 2020-07-25 07:12:18,385 - mmaction - INFO - Epoch [52][2240/3757] lr: 8.147e-02, eta: 3 days, 12:14:39, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4562, loss_cls: 3.7106, loss: 3.7106, grad_norm: 2.2414 2020-07-25 07:12:29,782 - mmaction - INFO - Epoch [52][2260/3757] lr: 8.147e-02, eta: 3 days, 12:14:18, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4633, loss_cls: 3.6895, loss: 3.6895, grad_norm: 2.2320 2020-07-25 07:12:41,270 - mmaction - INFO - Epoch [52][2280/3757] lr: 8.147e-02, eta: 3 days, 12:13:57, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4719, loss_cls: 3.6749, loss: 3.6749, grad_norm: 2.2264 2020-07-25 07:12:52,847 - mmaction - INFO - Epoch [52][2300/3757] lr: 8.147e-02, eta: 3 days, 12:13:36, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4727, loss_cls: 3.6044, loss: 3.6044, grad_norm: 2.1137 2020-07-25 07:13:04,300 - mmaction - INFO - Epoch [52][2320/3757] lr: 8.147e-02, eta: 3 days, 12:13:15, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4883, loss_cls: 3.5461, loss: 3.5461, grad_norm: 2.1953 2020-07-25 07:13:15,785 - mmaction - INFO - Epoch [52][2340/3757] lr: 8.147e-02, eta: 3 days, 12:12:54, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4672, loss_cls: 3.6576, loss: 3.6576, grad_norm: 2.1711 2020-07-25 07:13:27,215 - mmaction - INFO - Epoch [52][2360/3757] lr: 8.147e-02, eta: 3 days, 12:12:33, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4609, loss_cls: 3.7166, loss: 3.7166, grad_norm: 2.2265 2020-07-25 07:13:38,708 - mmaction - INFO - Epoch [52][2380/3757] lr: 8.147e-02, eta: 3 days, 12:12:12, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4656, loss_cls: 3.6271, loss: 3.6271, grad_norm: 2.2086 2020-07-25 07:13:50,282 - mmaction - INFO - Epoch [52][2400/3757] lr: 8.147e-02, eta: 3 days, 12:11:52, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4500, loss_cls: 3.6956, loss: 3.6956, grad_norm: 2.1487 2020-07-25 07:14:01,719 - mmaction - INFO - Epoch [52][2420/3757] lr: 8.147e-02, eta: 3 days, 12:11:30, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4648, loss_cls: 3.5985, loss: 3.5985, grad_norm: 2.1538 2020-07-25 07:14:13,210 - mmaction - INFO - Epoch [52][2440/3757] lr: 8.147e-02, eta: 3 days, 12:11:10, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.2055, top5_acc: 0.4508, loss_cls: 3.7388, loss: 3.7388, grad_norm: 2.2604 2020-07-25 07:14:24,651 - mmaction - INFO - Epoch [52][2460/3757] lr: 8.147e-02, eta: 3 days, 12:10:48, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4773, loss_cls: 3.6062, loss: 3.6062, grad_norm: 2.1092 2020-07-25 07:14:36,095 - mmaction - INFO - Epoch [52][2480/3757] lr: 8.147e-02, eta: 3 days, 12:10:27, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4609, loss_cls: 3.7485, loss: 3.7485, grad_norm: 2.2261 2020-07-25 07:14:47,555 - mmaction - INFO - Epoch [52][2500/3757] lr: 8.147e-02, eta: 3 days, 12:10:06, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4820, loss_cls: 3.5992, loss: 3.5992, grad_norm: 2.1537 2020-07-25 07:14:59,045 - mmaction - INFO - Epoch [52][2520/3757] lr: 8.147e-02, eta: 3 days, 12:09:45, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4672, loss_cls: 3.6637, loss: 3.6637, grad_norm: 2.1731 2020-07-25 07:15:10,589 - mmaction - INFO - Epoch [52][2540/3757] lr: 8.147e-02, eta: 3 days, 12:09:25, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4797, loss_cls: 3.6118, loss: 3.6118, grad_norm: 2.1952 2020-07-25 07:15:22,090 - mmaction - INFO - Epoch [52][2560/3757] lr: 8.147e-02, eta: 3 days, 12:09:04, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4508, loss_cls: 3.6831, loss: 3.6831, grad_norm: 2.2322 2020-07-25 07:15:33,606 - mmaction - INFO - Epoch [52][2580/3757] lr: 8.147e-02, eta: 3 days, 12:08:43, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4797, loss_cls: 3.6438, loss: 3.6438, grad_norm: 2.1987 2020-07-25 07:15:45,038 - mmaction - INFO - Epoch [52][2600/3757] lr: 8.147e-02, eta: 3 days, 12:08:22, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4797, loss_cls: 3.6141, loss: 3.6141, grad_norm: 2.1743 2020-07-25 07:15:56,440 - mmaction - INFO - Epoch [52][2620/3757] lr: 8.147e-02, eta: 3 days, 12:08:00, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4586, loss_cls: 3.6326, loss: 3.6326, grad_norm: 2.1924 2020-07-25 07:16:07,973 - mmaction - INFO - Epoch [52][2640/3757] lr: 8.147e-02, eta: 3 days, 12:07:40, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2102, top5_acc: 0.4508, loss_cls: 3.6795, loss: 3.6795, grad_norm: 2.2064 2020-07-25 07:16:19,416 - mmaction - INFO - Epoch [52][2660/3757] lr: 8.147e-02, eta: 3 days, 12:07:19, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4820, loss_cls: 3.6257, loss: 3.6257, grad_norm: 2.2362 2020-07-25 07:16:30,961 - mmaction - INFO - Epoch [52][2680/3757] lr: 8.147e-02, eta: 3 days, 12:06:58, time: 0.577, data_time: 0.007, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4625, loss_cls: 3.6462, loss: 3.6462, grad_norm: 2.2007 2020-07-25 07:16:42,360 - mmaction - INFO - Epoch [52][2700/3757] lr: 8.147e-02, eta: 3 days, 12:06:37, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4664, loss_cls: 3.6787, loss: 3.6787, grad_norm: 2.1896 2020-07-25 07:16:53,866 - mmaction - INFO - Epoch [52][2720/3757] lr: 8.147e-02, eta: 3 days, 12:06:16, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4758, loss_cls: 3.6666, loss: 3.6666, grad_norm: 2.1935 2020-07-25 07:17:05,353 - mmaction - INFO - Epoch [52][2740/3757] lr: 8.147e-02, eta: 3 days, 12:05:55, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.1977, top5_acc: 0.4484, loss_cls: 3.7502, loss: 3.7502, grad_norm: 2.1912 2020-07-25 07:17:16,796 - mmaction - INFO - Epoch [52][2760/3757] lr: 8.147e-02, eta: 3 days, 12:05:34, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4836, loss_cls: 3.5792, loss: 3.5792, grad_norm: 2.2130 2020-07-25 07:17:28,237 - mmaction - INFO - Epoch [52][2780/3757] lr: 8.147e-02, eta: 3 days, 12:05:13, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4805, loss_cls: 3.5713, loss: 3.5713, grad_norm: 2.2701 2020-07-25 07:17:39,740 - mmaction - INFO - Epoch [52][2800/3757] lr: 8.147e-02, eta: 3 days, 12:04:52, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.5023, loss_cls: 3.5222, loss: 3.5222, grad_norm: 2.2575 2020-07-25 07:17:51,189 - mmaction - INFO - Epoch [52][2820/3757] lr: 8.147e-02, eta: 3 days, 12:04:31, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4523, loss_cls: 3.6772, loss: 3.6772, grad_norm: 2.2110 2020-07-25 07:18:02,631 - mmaction - INFO - Epoch [52][2840/3757] lr: 8.147e-02, eta: 3 days, 12:04:10, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4758, loss_cls: 3.6636, loss: 3.6636, grad_norm: 2.2119 2020-07-25 07:18:14,097 - mmaction - INFO - Epoch [52][2860/3757] lr: 8.147e-02, eta: 3 days, 12:03:49, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4445, loss_cls: 3.7329, loss: 3.7329, grad_norm: 2.1709 2020-07-25 07:18:25,613 - mmaction - INFO - Epoch [52][2880/3757] lr: 8.147e-02, eta: 3 days, 12:03:28, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4375, loss_cls: 3.7871, loss: 3.7871, grad_norm: 2.1778 2020-07-25 07:18:37,080 - mmaction - INFO - Epoch [52][2900/3757] lr: 8.147e-02, eta: 3 days, 12:03:07, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4719, loss_cls: 3.6761, loss: 3.6761, grad_norm: 2.1896 2020-07-25 07:18:48,521 - mmaction - INFO - Epoch [52][2920/3757] lr: 8.147e-02, eta: 3 days, 12:02:46, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4664, loss_cls: 3.6445, loss: 3.6445, grad_norm: 2.1953 2020-07-25 07:19:00,047 - mmaction - INFO - Epoch [52][2940/3757] lr: 8.147e-02, eta: 3 days, 12:02:26, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4422, loss_cls: 3.7252, loss: 3.7252, grad_norm: 2.2326 2020-07-25 07:19:11,559 - mmaction - INFO - Epoch [52][2960/3757] lr: 8.147e-02, eta: 3 days, 12:02:05, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4461, loss_cls: 3.7472, loss: 3.7472, grad_norm: 2.1674 2020-07-25 07:19:22,956 - mmaction - INFO - Epoch [52][2980/3757] lr: 8.147e-02, eta: 3 days, 12:01:44, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4570, loss_cls: 3.7156, loss: 3.7156, grad_norm: 2.1458 2020-07-25 07:19:34,349 - mmaction - INFO - Epoch [52][3000/3757] lr: 8.147e-02, eta: 3 days, 12:01:22, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4625, loss_cls: 3.6711, loss: 3.6711, grad_norm: 2.1653 2020-07-25 07:19:45,854 - mmaction - INFO - Epoch [52][3020/3757] lr: 8.147e-02, eta: 3 days, 12:01:02, time: 0.575, data_time: 0.009, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4695, loss_cls: 3.6561, loss: 3.6561, grad_norm: 2.1651 2020-07-25 07:19:57,290 - mmaction - INFO - Epoch [52][3040/3757] lr: 8.147e-02, eta: 3 days, 12:00:41, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4617, loss_cls: 3.6369, loss: 3.6369, grad_norm: 2.2092 2020-07-25 07:20:08,680 - mmaction - INFO - Epoch [52][3060/3757] lr: 8.147e-02, eta: 3 days, 12:00:19, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4609, loss_cls: 3.6994, loss: 3.6994, grad_norm: 2.2464 2020-07-25 07:20:20,163 - mmaction - INFO - Epoch [52][3080/3757] lr: 8.147e-02, eta: 3 days, 11:59:58, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2641, top5_acc: 0.4844, loss_cls: 3.5528, loss: 3.5528, grad_norm: 2.2048 2020-07-25 07:20:31,599 - mmaction - INFO - Epoch [52][3100/3757] lr: 8.147e-02, eta: 3 days, 11:59:37, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4641, loss_cls: 3.6133, loss: 3.6133, grad_norm: 2.2656 2020-07-25 07:20:42,983 - mmaction - INFO - Epoch [52][3120/3757] lr: 8.147e-02, eta: 3 days, 11:59:16, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4789, loss_cls: 3.6463, loss: 3.6463, grad_norm: 2.2507 2020-07-25 07:20:54,383 - mmaction - INFO - Epoch [52][3140/3757] lr: 8.147e-02, eta: 3 days, 11:58:54, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4578, loss_cls: 3.6064, loss: 3.6064, grad_norm: 2.1764 2020-07-25 07:21:05,902 - mmaction - INFO - Epoch [52][3160/3757] lr: 8.147e-02, eta: 3 days, 11:58:34, time: 0.576, data_time: 0.010, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4719, loss_cls: 3.7065, loss: 3.7065, grad_norm: 2.1566 2020-07-25 07:21:17,386 - mmaction - INFO - Epoch [52][3180/3757] lr: 8.147e-02, eta: 3 days, 11:58:13, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4688, loss_cls: 3.6674, loss: 3.6674, grad_norm: 2.1391 2020-07-25 07:21:28,849 - mmaction - INFO - Epoch [52][3200/3757] lr: 8.147e-02, eta: 3 days, 11:57:52, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4703, loss_cls: 3.6141, loss: 3.6141, grad_norm: 2.1853 2020-07-25 07:21:40,265 - mmaction - INFO - Epoch [52][3220/3757] lr: 8.147e-02, eta: 3 days, 11:57:31, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4805, loss_cls: 3.6339, loss: 3.6339, grad_norm: 2.2154 2020-07-25 07:21:51,688 - mmaction - INFO - Epoch [52][3240/3757] lr: 8.147e-02, eta: 3 days, 11:57:10, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4758, loss_cls: 3.6348, loss: 3.6348, grad_norm: 2.1690 2020-07-25 07:22:03,106 - mmaction - INFO - Epoch [52][3260/3757] lr: 8.147e-02, eta: 3 days, 11:56:49, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4711, loss_cls: 3.6632, loss: 3.6632, grad_norm: 2.1446 2020-07-25 07:22:14,573 - mmaction - INFO - Epoch [52][3280/3757] lr: 8.147e-02, eta: 3 days, 11:56:28, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4695, loss_cls: 3.5574, loss: 3.5574, grad_norm: 2.1544 2020-07-25 07:22:26,097 - mmaction - INFO - Epoch [52][3300/3757] lr: 8.147e-02, eta: 3 days, 11:56:07, time: 0.576, data_time: 0.002, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4695, loss_cls: 3.6341, loss: 3.6341, grad_norm: 2.2406 2020-07-25 07:22:37,466 - mmaction - INFO - Epoch [52][3320/3757] lr: 8.147e-02, eta: 3 days, 11:55:46, time: 0.568, data_time: 0.001, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4648, loss_cls: 3.6522, loss: 3.6522, grad_norm: 2.2797 2020-07-25 07:22:48,906 - mmaction - INFO - Epoch [52][3340/3757] lr: 8.147e-02, eta: 3 days, 11:55:25, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4437, loss_cls: 3.7164, loss: 3.7164, grad_norm: 2.2127 2020-07-25 07:23:00,375 - mmaction - INFO - Epoch [52][3360/3757] lr: 8.147e-02, eta: 3 days, 11:55:04, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4695, loss_cls: 3.6308, loss: 3.6308, grad_norm: 2.2003 2020-07-25 07:23:11,798 - mmaction - INFO - Epoch [52][3380/3757] lr: 8.147e-02, eta: 3 days, 11:54:43, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4766, loss_cls: 3.6336, loss: 3.6336, grad_norm: 2.1847 2020-07-25 07:23:23,307 - mmaction - INFO - Epoch [52][3400/3757] lr: 8.147e-02, eta: 3 days, 11:54:23, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4586, loss_cls: 3.6612, loss: 3.6612, grad_norm: 2.2351 2020-07-25 07:23:34,811 - mmaction - INFO - Epoch [52][3420/3757] lr: 8.147e-02, eta: 3 days, 11:54:02, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4555, loss_cls: 3.6965, loss: 3.6965, grad_norm: 2.2574 2020-07-25 07:23:46,281 - mmaction - INFO - Epoch [52][3440/3757] lr: 8.147e-02, eta: 3 days, 11:53:41, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4664, loss_cls: 3.6428, loss: 3.6428, grad_norm: 2.1880 2020-07-25 07:23:57,817 - mmaction - INFO - Epoch [52][3460/3757] lr: 8.147e-02, eta: 3 days, 11:53:21, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4562, loss_cls: 3.6967, loss: 3.6967, grad_norm: 2.2135 2020-07-25 07:24:09,377 - mmaction - INFO - Epoch [52][3480/3757] lr: 8.147e-02, eta: 3 days, 11:53:01, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4742, loss_cls: 3.6205, loss: 3.6205, grad_norm: 2.2113 2020-07-25 07:24:20,943 - mmaction - INFO - Epoch [52][3500/3757] lr: 8.147e-02, eta: 3 days, 11:52:41, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4734, loss_cls: 3.6117, loss: 3.6117, grad_norm: 2.2229 2020-07-25 07:24:32,332 - mmaction - INFO - Epoch [52][3520/3757] lr: 8.147e-02, eta: 3 days, 11:52:20, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4766, loss_cls: 3.5981, loss: 3.5981, grad_norm: 2.2295 2020-07-25 07:24:43,699 - mmaction - INFO - Epoch [52][3540/3757] lr: 8.147e-02, eta: 3 days, 11:51:58, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4727, loss_cls: 3.6472, loss: 3.6472, grad_norm: 2.1908 2020-07-25 07:24:55,119 - mmaction - INFO - Epoch [52][3560/3757] lr: 8.147e-02, eta: 3 days, 11:51:37, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2102, top5_acc: 0.4555, loss_cls: 3.7299, loss: 3.7299, grad_norm: 2.2401 2020-07-25 07:25:06,522 - mmaction - INFO - Epoch [52][3580/3757] lr: 8.147e-02, eta: 3 days, 11:51:16, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4688, loss_cls: 3.6183, loss: 3.6183, grad_norm: 2.1679 2020-07-25 07:25:17,936 - mmaction - INFO - Epoch [52][3600/3757] lr: 8.147e-02, eta: 3 days, 11:50:55, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4844, loss_cls: 3.6297, loss: 3.6297, grad_norm: 2.1796 2020-07-25 07:25:29,355 - mmaction - INFO - Epoch [52][3620/3757] lr: 8.147e-02, eta: 3 days, 11:50:34, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4672, loss_cls: 3.6572, loss: 3.6572, grad_norm: 2.1985 2020-07-25 07:25:40,780 - mmaction - INFO - Epoch [52][3640/3757] lr: 8.147e-02, eta: 3 days, 11:50:13, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4734, loss_cls: 3.5646, loss: 3.5646, grad_norm: 2.2620 2020-07-25 07:25:52,297 - mmaction - INFO - Epoch [52][3660/3757] lr: 8.147e-02, eta: 3 days, 11:49:52, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4531, loss_cls: 3.6636, loss: 3.6636, grad_norm: 2.2406 2020-07-25 07:26:03,787 - mmaction - INFO - Epoch [52][3680/3757] lr: 8.147e-02, eta: 3 days, 11:49:32, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4492, loss_cls: 3.6921, loss: 3.6921, grad_norm: 2.1739 2020-07-25 07:26:15,212 - mmaction - INFO - Epoch [52][3700/3757] lr: 8.147e-02, eta: 3 days, 11:49:11, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4648, loss_cls: 3.6296, loss: 3.6296, grad_norm: 2.2267 2020-07-25 07:26:26,648 - mmaction - INFO - Epoch [52][3720/3757] lr: 8.147e-02, eta: 3 days, 11:48:50, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4414, loss_cls: 3.7168, loss: 3.7168, grad_norm: 2.2650 2020-07-25 07:26:38,006 - mmaction - INFO - Epoch [52][3740/3757] lr: 8.147e-02, eta: 3 days, 11:48:28, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4469, loss_cls: 3.8212, loss: 3.8212, grad_norm: 2.1921 2020-07-25 07:29:54,453 - mmaction - INFO - Epoch [53][20/3757] lr: 8.078e-02, eta: 3 days, 12:07:44, time: 8.992, data_time: 8.307, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4539, loss_cls: 3.6839, loss: 3.6839, grad_norm: 2.2128 2020-07-25 07:30:05,978 - mmaction - INFO - Epoch [53][40/3757] lr: 8.078e-02, eta: 3 days, 12:07:23, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4703, loss_cls: 3.5918, loss: 3.5918, grad_norm: 2.2301 2020-07-25 07:30:17,360 - mmaction - INFO - Epoch [53][60/3757] lr: 8.078e-02, eta: 3 days, 12:07:02, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4773, loss_cls: 3.6389, loss: 3.6389, grad_norm: 2.1908 2020-07-25 07:30:28,799 - mmaction - INFO - Epoch [53][80/3757] lr: 8.078e-02, eta: 3 days, 12:06:40, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4758, loss_cls: 3.5949, loss: 3.5949, grad_norm: 2.2317 2020-07-25 07:30:40,144 - mmaction - INFO - Epoch [53][100/3757] lr: 8.078e-02, eta: 3 days, 12:06:18, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4680, loss_cls: 3.6735, loss: 3.6735, grad_norm: 2.1978 2020-07-25 07:30:51,509 - mmaction - INFO - Epoch [53][120/3757] lr: 8.078e-02, eta: 3 days, 12:05:56, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4625, loss_cls: 3.6916, loss: 3.6916, grad_norm: 2.2065 2020-07-25 07:31:02,915 - mmaction - INFO - Epoch [53][140/3757] lr: 8.078e-02, eta: 3 days, 12:05:35, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4734, loss_cls: 3.6145, loss: 3.6145, grad_norm: 2.1721 2020-07-25 07:31:14,319 - mmaction - INFO - Epoch [53][160/3757] lr: 8.078e-02, eta: 3 days, 12:05:13, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4695, loss_cls: 3.6201, loss: 3.6201, grad_norm: 2.1970 2020-07-25 07:31:25,746 - mmaction - INFO - Epoch [53][180/3757] lr: 8.078e-02, eta: 3 days, 12:04:52, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.5031, loss_cls: 3.5416, loss: 3.5416, grad_norm: 2.2463 2020-07-25 07:31:37,133 - mmaction - INFO - Epoch [53][200/3757] lr: 8.078e-02, eta: 3 days, 12:04:30, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4992, loss_cls: 3.5254, loss: 3.5254, grad_norm: 2.2847 2020-07-25 07:31:48,487 - mmaction - INFO - Epoch [53][220/3757] lr: 8.078e-02, eta: 3 days, 12:04:09, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4695, loss_cls: 3.6809, loss: 3.6809, grad_norm: 2.2328 2020-07-25 07:31:59,790 - mmaction - INFO - Epoch [53][240/3757] lr: 8.078e-02, eta: 3 days, 12:03:46, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4734, loss_cls: 3.6559, loss: 3.6559, grad_norm: 2.2064 2020-07-25 07:32:11,249 - mmaction - INFO - Epoch [53][260/3757] lr: 8.078e-02, eta: 3 days, 12:03:25, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4734, loss_cls: 3.6274, loss: 3.6274, grad_norm: 2.2016 2020-07-25 07:32:22,688 - mmaction - INFO - Epoch [53][280/3757] lr: 8.078e-02, eta: 3 days, 12:03:04, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2094, top5_acc: 0.4609, loss_cls: 3.6978, loss: 3.6978, grad_norm: 2.2534 2020-07-25 07:32:33,951 - mmaction - INFO - Epoch [53][300/3757] lr: 8.078e-02, eta: 3 days, 12:02:41, time: 0.564, data_time: 0.001, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4828, loss_cls: 3.5845, loss: 3.5845, grad_norm: 2.1942 2020-07-25 07:32:45,400 - mmaction - INFO - Epoch [53][320/3757] lr: 8.078e-02, eta: 3 days, 12:02:20, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4656, loss_cls: 3.6807, loss: 3.6807, grad_norm: 2.2386 2020-07-25 07:32:56,878 - mmaction - INFO - Epoch [53][340/3757] lr: 8.078e-02, eta: 3 days, 12:01:59, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.4781, loss_cls: 3.5341, loss: 3.5341, grad_norm: 2.2609 2020-07-25 07:33:08,194 - mmaction - INFO - Epoch [53][360/3757] lr: 8.078e-02, eta: 3 days, 12:01:37, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2055, top5_acc: 0.4445, loss_cls: 3.7666, loss: 3.7666, grad_norm: 2.3060 2020-07-25 07:33:19,599 - mmaction - INFO - Epoch [53][380/3757] lr: 8.078e-02, eta: 3 days, 12:01:16, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4805, loss_cls: 3.6384, loss: 3.6384, grad_norm: 2.1548 2020-07-25 07:33:30,996 - mmaction - INFO - Epoch [53][400/3757] lr: 8.078e-02, eta: 3 days, 12:00:54, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4883, loss_cls: 3.5821, loss: 3.5821, grad_norm: 2.2071 2020-07-25 07:33:42,342 - mmaction - INFO - Epoch [53][420/3757] lr: 8.078e-02, eta: 3 days, 12:00:32, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4516, loss_cls: 3.7601, loss: 3.7601, grad_norm: 2.2245 2020-07-25 07:33:53,729 - mmaction - INFO - Epoch [53][440/3757] lr: 8.078e-02, eta: 3 days, 12:00:11, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4867, loss_cls: 3.5968, loss: 3.5968, grad_norm: 2.1656 2020-07-25 07:34:05,151 - mmaction - INFO - Epoch [53][460/3757] lr: 8.078e-02, eta: 3 days, 11:59:49, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4766, loss_cls: 3.6077, loss: 3.6077, grad_norm: 2.1740 2020-07-25 07:34:16,595 - mmaction - INFO - Epoch [53][480/3757] lr: 8.078e-02, eta: 3 days, 11:59:28, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4719, loss_cls: 3.6313, loss: 3.6313, grad_norm: 2.2226 2020-07-25 07:34:28,010 - mmaction - INFO - Epoch [53][500/3757] lr: 8.078e-02, eta: 3 days, 11:59:07, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4773, loss_cls: 3.5897, loss: 3.5897, grad_norm: 2.1914 2020-07-25 07:34:39,335 - mmaction - INFO - Epoch [53][520/3757] lr: 8.078e-02, eta: 3 days, 11:58:45, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4695, loss_cls: 3.6580, loss: 3.6580, grad_norm: 2.2707 2020-07-25 07:34:50,790 - mmaction - INFO - Epoch [53][540/3757] lr: 8.078e-02, eta: 3 days, 11:58:24, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4445, loss_cls: 3.6886, loss: 3.6886, grad_norm: 2.2599 2020-07-25 07:35:02,279 - mmaction - INFO - Epoch [53][560/3757] lr: 8.078e-02, eta: 3 days, 11:58:03, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4836, loss_cls: 3.6064, loss: 3.6064, grad_norm: 2.2759 2020-07-25 07:35:13,527 - mmaction - INFO - Epoch [53][580/3757] lr: 8.078e-02, eta: 3 days, 11:57:41, time: 0.562, data_time: 0.001, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4437, loss_cls: 3.7720, loss: 3.7720, grad_norm: 2.2495 2020-07-25 07:35:24,865 - mmaction - INFO - Epoch [53][600/3757] lr: 8.078e-02, eta: 3 days, 11:57:19, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4656, loss_cls: 3.7031, loss: 3.7031, grad_norm: 2.1758 2020-07-25 07:35:36,202 - mmaction - INFO - Epoch [53][620/3757] lr: 8.078e-02, eta: 3 days, 11:56:57, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4664, loss_cls: 3.6669, loss: 3.6669, grad_norm: 2.1855 2020-07-25 07:35:47,579 - mmaction - INFO - Epoch [53][640/3757] lr: 8.078e-02, eta: 3 days, 11:56:35, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4617, loss_cls: 3.6298, loss: 3.6298, grad_norm: 2.2367 2020-07-25 07:35:58,975 - mmaction - INFO - Epoch [53][660/3757] lr: 8.078e-02, eta: 3 days, 11:56:14, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4719, loss_cls: 3.6409, loss: 3.6409, grad_norm: 2.1897 2020-07-25 07:36:10,353 - mmaction - INFO - Epoch [53][680/3757] lr: 8.078e-02, eta: 3 days, 11:55:52, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4711, loss_cls: 3.6476, loss: 3.6476, grad_norm: 2.2260 2020-07-25 07:36:21,785 - mmaction - INFO - Epoch [53][700/3757] lr: 8.078e-02, eta: 3 days, 11:55:31, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4836, loss_cls: 3.5688, loss: 3.5688, grad_norm: 2.2617 2020-07-25 07:36:33,107 - mmaction - INFO - Epoch [53][720/3757] lr: 8.078e-02, eta: 3 days, 11:55:09, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4555, loss_cls: 3.7594, loss: 3.7594, grad_norm: 2.1928 2020-07-25 07:36:44,432 - mmaction - INFO - Epoch [53][740/3757] lr: 8.078e-02, eta: 3 days, 11:54:47, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4508, loss_cls: 3.6993, loss: 3.6993, grad_norm: 2.2016 2020-07-25 07:36:55,844 - mmaction - INFO - Epoch [53][760/3757] lr: 8.078e-02, eta: 3 days, 11:54:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4453, loss_cls: 3.6698, loss: 3.6698, grad_norm: 2.1916 2020-07-25 07:37:07,177 - mmaction - INFO - Epoch [53][780/3757] lr: 8.078e-02, eta: 3 days, 11:54:04, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4688, loss_cls: 3.6111, loss: 3.6111, grad_norm: 2.2377 2020-07-25 07:37:18,578 - mmaction - INFO - Epoch [53][800/3757] lr: 8.078e-02, eta: 3 days, 11:53:43, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.4938, loss_cls: 3.5038, loss: 3.5038, grad_norm: 2.1806 2020-07-25 07:37:30,036 - mmaction - INFO - Epoch [53][820/3757] lr: 8.078e-02, eta: 3 days, 11:53:22, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4586, loss_cls: 3.6991, loss: 3.6991, grad_norm: 2.2478 2020-07-25 07:37:41,417 - mmaction - INFO - Epoch [53][840/3757] lr: 8.078e-02, eta: 3 days, 11:53:00, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4719, loss_cls: 3.6021, loss: 3.6021, grad_norm: 2.2437 2020-07-25 07:37:52,826 - mmaction - INFO - Epoch [53][860/3757] lr: 8.078e-02, eta: 3 days, 11:52:39, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4734, loss_cls: 3.6477, loss: 3.6477, grad_norm: 2.1650 2020-07-25 07:38:04,160 - mmaction - INFO - Epoch [53][880/3757] lr: 8.078e-02, eta: 3 days, 11:52:17, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4633, loss_cls: 3.6901, loss: 3.6901, grad_norm: 2.2311 2020-07-25 07:38:15,598 - mmaction - INFO - Epoch [53][900/3757] lr: 8.078e-02, eta: 3 days, 11:51:56, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4609, loss_cls: 3.7121, loss: 3.7121, grad_norm: 2.2251 2020-07-25 07:38:26,928 - mmaction - INFO - Epoch [53][920/3757] lr: 8.078e-02, eta: 3 days, 11:51:34, time: 0.566, data_time: 0.004, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4492, loss_cls: 3.7052, loss: 3.7052, grad_norm: 2.2043 2020-07-25 07:38:38,446 - mmaction - INFO - Epoch [53][940/3757] lr: 8.078e-02, eta: 3 days, 11:51:14, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4562, loss_cls: 3.6905, loss: 3.6905, grad_norm: 2.1742 2020-07-25 07:38:49,830 - mmaction - INFO - Epoch [53][960/3757] lr: 8.078e-02, eta: 3 days, 11:50:53, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4758, loss_cls: 3.6543, loss: 3.6543, grad_norm: 2.2437 2020-07-25 07:39:01,246 - mmaction - INFO - Epoch [53][980/3757] lr: 8.078e-02, eta: 3 days, 11:50:31, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4672, loss_cls: 3.6411, loss: 3.6411, grad_norm: 2.2562 2020-07-25 07:39:12,665 - mmaction - INFO - Epoch [53][1000/3757] lr: 8.078e-02, eta: 3 days, 11:50:10, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4539, loss_cls: 3.6326, loss: 3.6326, grad_norm: 2.2207 2020-07-25 07:39:24,124 - mmaction - INFO - Epoch [53][1020/3757] lr: 8.078e-02, eta: 3 days, 11:49:49, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4531, loss_cls: 3.6821, loss: 3.6821, grad_norm: 2.2398 2020-07-25 07:39:35,469 - mmaction - INFO - Epoch [53][1040/3757] lr: 8.078e-02, eta: 3 days, 11:49:28, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4555, loss_cls: 3.6557, loss: 3.6557, grad_norm: 2.2604 2020-07-25 07:39:46,885 - mmaction - INFO - Epoch [53][1060/3757] lr: 8.078e-02, eta: 3 days, 11:49:06, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4602, loss_cls: 3.7132, loss: 3.7132, grad_norm: 2.2099 2020-07-25 07:39:58,267 - mmaction - INFO - Epoch [53][1080/3757] lr: 8.078e-02, eta: 3 days, 11:48:45, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4766, loss_cls: 3.6440, loss: 3.6440, grad_norm: 2.2679 2020-07-25 07:40:09,667 - mmaction - INFO - Epoch [53][1100/3757] lr: 8.078e-02, eta: 3 days, 11:48:24, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4766, loss_cls: 3.6129, loss: 3.6129, grad_norm: 2.1885 2020-07-25 07:40:21,146 - mmaction - INFO - Epoch [53][1120/3757] lr: 8.078e-02, eta: 3 days, 11:48:03, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4562, loss_cls: 3.6810, loss: 3.6810, grad_norm: 2.2725 2020-07-25 07:40:32,595 - mmaction - INFO - Epoch [53][1140/3757] lr: 8.078e-02, eta: 3 days, 11:47:42, time: 0.573, data_time: 0.005, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4453, loss_cls: 3.7384, loss: 3.7384, grad_norm: 2.2389 2020-07-25 07:40:43,954 - mmaction - INFO - Epoch [53][1160/3757] lr: 8.078e-02, eta: 3 days, 11:47:21, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4688, loss_cls: 3.6133, loss: 3.6133, grad_norm: 2.2093 2020-07-25 07:40:55,355 - mmaction - INFO - Epoch [53][1180/3757] lr: 8.078e-02, eta: 3 days, 11:46:59, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4688, loss_cls: 3.6435, loss: 3.6435, grad_norm: 2.2253 2020-07-25 07:41:06,756 - mmaction - INFO - Epoch [53][1200/3757] lr: 8.078e-02, eta: 3 days, 11:46:38, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.4742, loss_cls: 3.5608, loss: 3.5608, grad_norm: 2.1734 2020-07-25 07:41:18,190 - mmaction - INFO - Epoch [53][1220/3757] lr: 8.078e-02, eta: 3 days, 11:46:17, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4852, loss_cls: 3.6194, loss: 3.6194, grad_norm: 2.2669 2020-07-25 07:41:29,652 - mmaction - INFO - Epoch [53][1240/3757] lr: 8.078e-02, eta: 3 days, 11:45:56, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.1977, top5_acc: 0.4422, loss_cls: 3.7339, loss: 3.7339, grad_norm: 2.2050 2020-07-25 07:41:41,191 - mmaction - INFO - Epoch [53][1260/3757] lr: 8.078e-02, eta: 3 days, 11:45:36, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4680, loss_cls: 3.6259, loss: 3.6259, grad_norm: 2.1764 2020-07-25 07:41:52,549 - mmaction - INFO - Epoch [53][1280/3757] lr: 8.078e-02, eta: 3 days, 11:45:15, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4578, loss_cls: 3.6937, loss: 3.6937, grad_norm: 2.2144 2020-07-25 07:42:03,931 - mmaction - INFO - Epoch [53][1300/3757] lr: 8.078e-02, eta: 3 days, 11:44:53, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4797, loss_cls: 3.6006, loss: 3.6006, grad_norm: 2.1530 2020-07-25 07:42:15,377 - mmaction - INFO - Epoch [53][1320/3757] lr: 8.078e-02, eta: 3 days, 11:44:32, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4852, loss_cls: 3.6040, loss: 3.6040, grad_norm: 2.1993 2020-07-25 07:42:26,823 - mmaction - INFO - Epoch [53][1340/3757] lr: 8.078e-02, eta: 3 days, 11:44:12, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4766, loss_cls: 3.5785, loss: 3.5785, grad_norm: 2.2687 2020-07-25 07:42:38,135 - mmaction - INFO - Epoch [53][1360/3757] lr: 8.078e-02, eta: 3 days, 11:43:50, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4625, loss_cls: 3.7092, loss: 3.7092, grad_norm: 2.2469 2020-07-25 07:42:49,567 - mmaction - INFO - Epoch [53][1380/3757] lr: 8.078e-02, eta: 3 days, 11:43:29, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.1930, top5_acc: 0.4453, loss_cls: 3.7639, loss: 3.7639, grad_norm: 2.2657 2020-07-25 07:43:00,908 - mmaction - INFO - Epoch [53][1400/3757] lr: 8.078e-02, eta: 3 days, 11:43:07, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4836, loss_cls: 3.5915, loss: 3.5915, grad_norm: 2.2222 2020-07-25 07:43:12,261 - mmaction - INFO - Epoch [53][1420/3757] lr: 8.078e-02, eta: 3 days, 11:42:46, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4773, loss_cls: 3.6449, loss: 3.6449, grad_norm: 2.2631 2020-07-25 07:43:23,785 - mmaction - INFO - Epoch [53][1440/3757] lr: 8.078e-02, eta: 3 days, 11:42:25, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4633, loss_cls: 3.6913, loss: 3.6913, grad_norm: 2.2400 2020-07-25 07:43:35,194 - mmaction - INFO - Epoch [53][1460/3757] lr: 8.078e-02, eta: 3 days, 11:42:04, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4672, loss_cls: 3.6568, loss: 3.6568, grad_norm: 2.2028 2020-07-25 07:43:46,616 - mmaction - INFO - Epoch [53][1480/3757] lr: 8.078e-02, eta: 3 days, 11:41:43, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4875, loss_cls: 3.5907, loss: 3.5907, grad_norm: 2.2294 2020-07-25 07:43:58,109 - mmaction - INFO - Epoch [53][1500/3757] lr: 8.078e-02, eta: 3 days, 11:41:23, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4672, loss_cls: 3.6345, loss: 3.6345, grad_norm: 2.2138 2020-07-25 07:44:09,508 - mmaction - INFO - Epoch [53][1520/3757] lr: 8.078e-02, eta: 3 days, 11:41:02, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4562, loss_cls: 3.6775, loss: 3.6775, grad_norm: 2.2618 2020-07-25 07:44:20,969 - mmaction - INFO - Epoch [53][1540/3757] lr: 8.078e-02, eta: 3 days, 11:40:41, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4508, loss_cls: 3.6774, loss: 3.6774, grad_norm: 2.1956 2020-07-25 07:44:32,428 - mmaction - INFO - Epoch [53][1560/3757] lr: 8.078e-02, eta: 3 days, 11:40:20, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4500, loss_cls: 3.7376, loss: 3.7376, grad_norm: 2.1437 2020-07-25 07:44:43,856 - mmaction - INFO - Epoch [53][1580/3757] lr: 8.078e-02, eta: 3 days, 11:39:59, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4508, loss_cls: 3.6990, loss: 3.6990, grad_norm: 2.1480 2020-07-25 07:44:55,210 - mmaction - INFO - Epoch [53][1600/3757] lr: 8.078e-02, eta: 3 days, 11:39:38, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4656, loss_cls: 3.6507, loss: 3.6507, grad_norm: 2.1904 2020-07-25 07:45:06,629 - mmaction - INFO - Epoch [53][1620/3757] lr: 8.078e-02, eta: 3 days, 11:39:17, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4625, loss_cls: 3.6639, loss: 3.6639, grad_norm: 2.2099 2020-07-25 07:45:18,105 - mmaction - INFO - Epoch [53][1640/3757] lr: 8.078e-02, eta: 3 days, 11:38:56, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4867, loss_cls: 3.5674, loss: 3.5674, grad_norm: 2.2046 2020-07-25 07:45:29,556 - mmaction - INFO - Epoch [53][1660/3757] lr: 8.078e-02, eta: 3 days, 11:38:36, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4703, loss_cls: 3.6790, loss: 3.6790, grad_norm: 2.3090 2020-07-25 07:45:40,992 - mmaction - INFO - Epoch [53][1680/3757] lr: 8.078e-02, eta: 3 days, 11:38:15, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4625, loss_cls: 3.6686, loss: 3.6686, grad_norm: 2.2266 2020-07-25 07:45:52,488 - mmaction - INFO - Epoch [53][1700/3757] lr: 8.078e-02, eta: 3 days, 11:37:55, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4688, loss_cls: 3.6276, loss: 3.6276, grad_norm: 2.1701 2020-07-25 07:46:04,036 - mmaction - INFO - Epoch [53][1720/3757] lr: 8.078e-02, eta: 3 days, 11:37:34, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4547, loss_cls: 3.7393, loss: 3.7393, grad_norm: 2.1927 2020-07-25 07:46:15,538 - mmaction - INFO - Epoch [53][1740/3757] lr: 8.078e-02, eta: 3 days, 11:37:14, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.5031, loss_cls: 3.5744, loss: 3.5744, grad_norm: 2.1841 2020-07-25 07:46:26,995 - mmaction - INFO - Epoch [53][1760/3757] lr: 8.078e-02, eta: 3 days, 11:36:53, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4883, loss_cls: 3.6223, loss: 3.6223, grad_norm: 2.2232 2020-07-25 07:46:38,421 - mmaction - INFO - Epoch [53][1780/3757] lr: 8.078e-02, eta: 3 days, 11:36:33, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4766, loss_cls: 3.6549, loss: 3.6549, grad_norm: 2.2372 2020-07-25 07:46:49,798 - mmaction - INFO - Epoch [53][1800/3757] lr: 8.078e-02, eta: 3 days, 11:36:11, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4898, loss_cls: 3.5806, loss: 3.5806, grad_norm: 2.2166 2020-07-25 07:47:01,436 - mmaction - INFO - Epoch [53][1820/3757] lr: 8.078e-02, eta: 3 days, 11:35:52, time: 0.582, data_time: 0.015, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4773, loss_cls: 3.5835, loss: 3.5835, grad_norm: 2.1748 2020-07-25 07:47:12,827 - mmaction - INFO - Epoch [53][1840/3757] lr: 8.078e-02, eta: 3 days, 11:35:31, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4820, loss_cls: 3.6092, loss: 3.6092, grad_norm: 2.2513 2020-07-25 07:47:24,272 - mmaction - INFO - Epoch [53][1860/3757] lr: 8.078e-02, eta: 3 days, 11:35:10, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4758, loss_cls: 3.6721, loss: 3.6721, grad_norm: 2.2818 2020-07-25 07:47:35,639 - mmaction - INFO - Epoch [53][1880/3757] lr: 8.078e-02, eta: 3 days, 11:34:49, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4875, loss_cls: 3.5341, loss: 3.5341, grad_norm: 2.2583 2020-07-25 07:47:47,109 - mmaction - INFO - Epoch [53][1900/3757] lr: 8.078e-02, eta: 3 days, 11:34:29, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4711, loss_cls: 3.6650, loss: 3.6650, grad_norm: 2.2771 2020-07-25 07:47:58,533 - mmaction - INFO - Epoch [53][1920/3757] lr: 8.078e-02, eta: 3 days, 11:34:08, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.5000, loss_cls: 3.5445, loss: 3.5445, grad_norm: 2.1774 2020-07-25 07:48:09,967 - mmaction - INFO - Epoch [53][1940/3757] lr: 8.078e-02, eta: 3 days, 11:33:47, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4602, loss_cls: 3.7360, loss: 3.7360, grad_norm: 2.2655 2020-07-25 07:48:21,461 - mmaction - INFO - Epoch [53][1960/3757] lr: 8.078e-02, eta: 3 days, 11:33:27, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4688, loss_cls: 3.6576, loss: 3.6576, grad_norm: 2.2120 2020-07-25 07:48:32,881 - mmaction - INFO - Epoch [53][1980/3757] lr: 8.078e-02, eta: 3 days, 11:33:06, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4828, loss_cls: 3.6548, loss: 3.6548, grad_norm: 2.2160 2020-07-25 07:48:44,310 - mmaction - INFO - Epoch [53][2000/3757] lr: 8.078e-02, eta: 3 days, 11:32:45, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4516, loss_cls: 3.7651, loss: 3.7651, grad_norm: 2.2080 2020-07-25 07:48:55,755 - mmaction - INFO - Epoch [53][2020/3757] lr: 8.078e-02, eta: 3 days, 11:32:24, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4758, loss_cls: 3.6588, loss: 3.6588, grad_norm: 2.2692 2020-07-25 07:49:07,342 - mmaction - INFO - Epoch [53][2040/3757] lr: 8.078e-02, eta: 3 days, 11:32:04, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4562, loss_cls: 3.7095, loss: 3.7095, grad_norm: 2.3080 2020-07-25 07:49:18,720 - mmaction - INFO - Epoch [53][2060/3757] lr: 8.078e-02, eta: 3 days, 11:31:43, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4664, loss_cls: 3.7269, loss: 3.7269, grad_norm: 2.1944 2020-07-25 07:49:30,189 - mmaction - INFO - Epoch [53][2080/3757] lr: 8.078e-02, eta: 3 days, 11:31:23, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4758, loss_cls: 3.5897, loss: 3.5897, grad_norm: 2.1727 2020-07-25 07:49:41,735 - mmaction - INFO - Epoch [53][2100/3757] lr: 8.078e-02, eta: 3 days, 11:31:03, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4844, loss_cls: 3.5656, loss: 3.5656, grad_norm: 2.2092 2020-07-25 07:49:53,256 - mmaction - INFO - Epoch [53][2120/3757] lr: 8.078e-02, eta: 3 days, 11:30:43, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4672, loss_cls: 3.6385, loss: 3.6385, grad_norm: 2.2729 2020-07-25 07:50:04,616 - mmaction - INFO - Epoch [53][2140/3757] lr: 8.078e-02, eta: 3 days, 11:30:22, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4891, loss_cls: 3.6376, loss: 3.6376, grad_norm: 2.2766 2020-07-25 07:50:16,085 - mmaction - INFO - Epoch [53][2160/3757] lr: 8.078e-02, eta: 3 days, 11:30:01, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4602, loss_cls: 3.6555, loss: 3.6555, grad_norm: 2.1784 2020-07-25 07:50:27,531 - mmaction - INFO - Epoch [53][2180/3757] lr: 8.078e-02, eta: 3 days, 11:29:41, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4711, loss_cls: 3.6207, loss: 3.6207, grad_norm: 2.2120 2020-07-25 07:50:39,038 - mmaction - INFO - Epoch [53][2200/3757] lr: 8.078e-02, eta: 3 days, 11:29:20, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.1945, top5_acc: 0.4547, loss_cls: 3.6975, loss: 3.6975, grad_norm: 2.2306 2020-07-25 07:50:50,629 - mmaction - INFO - Epoch [53][2220/3757] lr: 8.078e-02, eta: 3 days, 11:29:01, time: 0.580, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4633, loss_cls: 3.6028, loss: 3.6028, grad_norm: 2.1535 2020-07-25 07:51:01,936 - mmaction - INFO - Epoch [53][2240/3757] lr: 8.078e-02, eta: 3 days, 11:28:39, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4594, loss_cls: 3.6921, loss: 3.6921, grad_norm: 2.1535 2020-07-25 07:51:13,294 - mmaction - INFO - Epoch [53][2260/3757] lr: 8.078e-02, eta: 3 days, 11:28:18, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4953, loss_cls: 3.5851, loss: 3.5851, grad_norm: 2.2271 2020-07-25 07:51:24,755 - mmaction - INFO - Epoch [53][2280/3757] lr: 8.078e-02, eta: 3 days, 11:27:57, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4773, loss_cls: 3.6083, loss: 3.6083, grad_norm: 2.1300 2020-07-25 07:51:36,433 - mmaction - INFO - Epoch [53][2300/3757] lr: 8.078e-02, eta: 3 days, 11:27:39, time: 0.584, data_time: 0.018, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4680, loss_cls: 3.6012, loss: 3.6012, grad_norm: 2.2402 2020-07-25 07:51:47,922 - mmaction - INFO - Epoch [53][2320/3757] lr: 8.078e-02, eta: 3 days, 11:27:18, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4742, loss_cls: 3.6125, loss: 3.6125, grad_norm: 2.2039 2020-07-25 07:51:59,315 - mmaction - INFO - Epoch [53][2340/3757] lr: 8.078e-02, eta: 3 days, 11:26:57, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4695, loss_cls: 3.5979, loss: 3.5979, grad_norm: 2.1169 2020-07-25 07:52:10,781 - mmaction - INFO - Epoch [53][2360/3757] lr: 8.078e-02, eta: 3 days, 11:26:37, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4813, loss_cls: 3.6677, loss: 3.6677, grad_norm: 2.1952 2020-07-25 07:52:22,274 - mmaction - INFO - Epoch [53][2380/3757] lr: 8.078e-02, eta: 3 days, 11:26:17, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4703, loss_cls: 3.6615, loss: 3.6615, grad_norm: 2.1802 2020-07-25 07:52:33,594 - mmaction - INFO - Epoch [53][2400/3757] lr: 8.078e-02, eta: 3 days, 11:25:55, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4719, loss_cls: 3.5932, loss: 3.5932, grad_norm: 2.1981 2020-07-25 07:52:44,993 - mmaction - INFO - Epoch [53][2420/3757] lr: 8.078e-02, eta: 3 days, 11:25:34, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4961, loss_cls: 3.5773, loss: 3.5773, grad_norm: 2.1764 2020-07-25 07:52:56,488 - mmaction - INFO - Epoch [53][2440/3757] lr: 8.078e-02, eta: 3 days, 11:25:14, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4773, loss_cls: 3.6104, loss: 3.6104, grad_norm: 2.2185 2020-07-25 07:53:07,935 - mmaction - INFO - Epoch [53][2460/3757] lr: 8.078e-02, eta: 3 days, 11:24:54, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4664, loss_cls: 3.6615, loss: 3.6615, grad_norm: 2.2019 2020-07-25 07:53:19,401 - mmaction - INFO - Epoch [53][2480/3757] lr: 8.078e-02, eta: 3 days, 11:24:33, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4766, loss_cls: 3.6343, loss: 3.6343, grad_norm: 2.2160 2020-07-25 07:53:30,885 - mmaction - INFO - Epoch [53][2500/3757] lr: 8.078e-02, eta: 3 days, 11:24:13, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4906, loss_cls: 3.6115, loss: 3.6115, grad_norm: 2.1919 2020-07-25 07:53:42,286 - mmaction - INFO - Epoch [53][2520/3757] lr: 8.078e-02, eta: 3 days, 11:23:52, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4711, loss_cls: 3.7418, loss: 3.7418, grad_norm: 2.2760 2020-07-25 07:53:53,741 - mmaction - INFO - Epoch [53][2540/3757] lr: 8.078e-02, eta: 3 days, 11:23:32, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4508, loss_cls: 3.7234, loss: 3.7234, grad_norm: 2.2699 2020-07-25 07:54:05,166 - mmaction - INFO - Epoch [53][2560/3757] lr: 8.078e-02, eta: 3 days, 11:23:11, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4758, loss_cls: 3.6352, loss: 3.6352, grad_norm: 2.2337 2020-07-25 07:54:16,603 - mmaction - INFO - Epoch [53][2580/3757] lr: 8.078e-02, eta: 3 days, 11:22:50, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4578, loss_cls: 3.6774, loss: 3.6774, grad_norm: 2.1379 2020-07-25 07:54:27,976 - mmaction - INFO - Epoch [53][2600/3757] lr: 8.078e-02, eta: 3 days, 11:22:29, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2094, top5_acc: 0.4727, loss_cls: 3.6926, loss: 3.6926, grad_norm: 2.1444 2020-07-25 07:54:39,497 - mmaction - INFO - Epoch [53][2620/3757] lr: 8.078e-02, eta: 3 days, 11:22:09, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4633, loss_cls: 3.7208, loss: 3.7208, grad_norm: 2.1838 2020-07-25 07:54:50,974 - mmaction - INFO - Epoch [53][2640/3757] lr: 8.078e-02, eta: 3 days, 11:21:49, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4766, loss_cls: 3.5852, loss: 3.5852, grad_norm: 2.1691 2020-07-25 07:55:02,591 - mmaction - INFO - Epoch [53][2660/3757] lr: 8.078e-02, eta: 3 days, 11:21:30, time: 0.581, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4570, loss_cls: 3.6519, loss: 3.6519, grad_norm: 2.2218 2020-07-25 07:55:13,993 - mmaction - INFO - Epoch [53][2680/3757] lr: 8.078e-02, eta: 3 days, 11:21:09, time: 0.570, data_time: 0.001, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4688, loss_cls: 3.5428, loss: 3.5428, grad_norm: 2.1768 2020-07-25 07:55:25,560 - mmaction - INFO - Epoch [53][2700/3757] lr: 8.078e-02, eta: 3 days, 11:20:49, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4805, loss_cls: 3.5782, loss: 3.5782, grad_norm: 2.2681 2020-07-25 07:55:36,997 - mmaction - INFO - Epoch [53][2720/3757] lr: 8.078e-02, eta: 3 days, 11:20:29, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4570, loss_cls: 3.7423, loss: 3.7423, grad_norm: 2.2766 2020-07-25 07:55:48,527 - mmaction - INFO - Epoch [53][2740/3757] lr: 8.078e-02, eta: 3 days, 11:20:09, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4648, loss_cls: 3.6210, loss: 3.6210, grad_norm: 2.1899 2020-07-25 07:55:59,922 - mmaction - INFO - Epoch [53][2760/3757] lr: 8.078e-02, eta: 3 days, 11:19:48, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4500, loss_cls: 3.7493, loss: 3.7493, grad_norm: 2.2508 2020-07-25 07:56:11,289 - mmaction - INFO - Epoch [53][2780/3757] lr: 8.078e-02, eta: 3 days, 11:19:27, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4719, loss_cls: 3.5824, loss: 3.5824, grad_norm: 2.1352 2020-07-25 07:56:22,721 - mmaction - INFO - Epoch [53][2800/3757] lr: 8.078e-02, eta: 3 days, 11:19:07, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4891, loss_cls: 3.5987, loss: 3.5987, grad_norm: 2.2352 2020-07-25 07:56:34,153 - mmaction - INFO - Epoch [53][2820/3757] lr: 8.078e-02, eta: 3 days, 11:18:46, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4984, loss_cls: 3.5396, loss: 3.5396, grad_norm: 2.2895 2020-07-25 07:56:45,588 - mmaction - INFO - Epoch [53][2840/3757] lr: 8.078e-02, eta: 3 days, 11:18:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4906, loss_cls: 3.5733, loss: 3.5733, grad_norm: 2.1925 2020-07-25 07:56:56,938 - mmaction - INFO - Epoch [53][2860/3757] lr: 8.078e-02, eta: 3 days, 11:18:04, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4734, loss_cls: 3.6686, loss: 3.6686, grad_norm: 2.2282 2020-07-25 07:57:08,283 - mmaction - INFO - Epoch [53][2880/3757] lr: 8.078e-02, eta: 3 days, 11:17:43, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4664, loss_cls: 3.6916, loss: 3.6916, grad_norm: 2.2141 2020-07-25 07:57:19,758 - mmaction - INFO - Epoch [53][2900/3757] lr: 8.078e-02, eta: 3 days, 11:17:23, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4531, loss_cls: 3.6743, loss: 3.6743, grad_norm: 2.1838 2020-07-25 07:57:31,110 - mmaction - INFO - Epoch [53][2920/3757] lr: 8.078e-02, eta: 3 days, 11:17:02, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4609, loss_cls: 3.6562, loss: 3.6562, grad_norm: 2.2167 2020-07-25 07:57:42,526 - mmaction - INFO - Epoch [53][2940/3757] lr: 8.078e-02, eta: 3 days, 11:16:41, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4578, loss_cls: 3.7511, loss: 3.7511, grad_norm: 2.2100 2020-07-25 07:57:53,941 - mmaction - INFO - Epoch [53][2960/3757] lr: 8.078e-02, eta: 3 days, 11:16:21, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4500, loss_cls: 3.6933, loss: 3.6933, grad_norm: 2.1740 2020-07-25 07:58:05,291 - mmaction - INFO - Epoch [53][2980/3757] lr: 8.078e-02, eta: 3 days, 11:16:00, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4773, loss_cls: 3.6043, loss: 3.6043, grad_norm: 2.1705 2020-07-25 07:58:16,582 - mmaction - INFO - Epoch [53][3000/3757] lr: 8.078e-02, eta: 3 days, 11:15:38, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4656, loss_cls: 3.6335, loss: 3.6335, grad_norm: 2.2557 2020-07-25 07:58:27,939 - mmaction - INFO - Epoch [53][3020/3757] lr: 8.078e-02, eta: 3 days, 11:15:17, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4695, loss_cls: 3.6374, loss: 3.6374, grad_norm: 2.2664 2020-07-25 07:58:39,266 - mmaction - INFO - Epoch [53][3040/3757] lr: 8.078e-02, eta: 3 days, 11:14:56, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4867, loss_cls: 3.5381, loss: 3.5381, grad_norm: 2.1902 2020-07-25 07:58:50,579 - mmaction - INFO - Epoch [53][3060/3757] lr: 8.078e-02, eta: 3 days, 11:14:35, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4867, loss_cls: 3.6031, loss: 3.6031, grad_norm: 2.2193 2020-07-25 07:59:01,992 - mmaction - INFO - Epoch [53][3080/3757] lr: 8.078e-02, eta: 3 days, 11:14:14, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4781, loss_cls: 3.6046, loss: 3.6046, grad_norm: 2.2430 2020-07-25 07:59:13,502 - mmaction - INFO - Epoch [53][3100/3757] lr: 8.078e-02, eta: 3 days, 11:13:54, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4742, loss_cls: 3.6042, loss: 3.6042, grad_norm: 2.2173 2020-07-25 07:59:24,919 - mmaction - INFO - Epoch [53][3120/3757] lr: 8.078e-02, eta: 3 days, 11:13:34, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4672, loss_cls: 3.6825, loss: 3.6825, grad_norm: 2.2508 2020-07-25 07:59:36,310 - mmaction - INFO - Epoch [53][3140/3757] lr: 8.078e-02, eta: 3 days, 11:13:13, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4773, loss_cls: 3.6780, loss: 3.6780, grad_norm: 2.1886 2020-07-25 07:59:47,714 - mmaction - INFO - Epoch [53][3160/3757] lr: 8.078e-02, eta: 3 days, 11:12:52, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4680, loss_cls: 3.6120, loss: 3.6120, grad_norm: 2.2353 2020-07-25 07:59:59,187 - mmaction - INFO - Epoch [53][3180/3757] lr: 8.078e-02, eta: 3 days, 11:12:32, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4586, loss_cls: 3.6214, loss: 3.6214, grad_norm: 2.2322 2020-07-25 08:00:16,718 - mmaction - INFO - Epoch [53][3200/3757] lr: 8.078e-02, eta: 3 days, 11:12:55, time: 0.875, data_time: 0.009, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4828, loss_cls: 3.6159, loss: 3.6159, grad_norm: 2.2044 2020-07-25 08:00:28,223 - mmaction - INFO - Epoch [53][3220/3757] lr: 8.078e-02, eta: 3 days, 11:12:35, time: 0.578, data_time: 0.006, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4711, loss_cls: 3.6711, loss: 3.6711, grad_norm: 2.2504 2020-07-25 08:00:39,703 - mmaction - INFO - Epoch [53][3240/3757] lr: 8.078e-02, eta: 3 days, 11:12:15, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4672, loss_cls: 3.6641, loss: 3.6641, grad_norm: 2.2528 2020-07-25 08:00:51,216 - mmaction - INFO - Epoch [53][3260/3757] lr: 8.078e-02, eta: 3 days, 11:11:55, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2078, top5_acc: 0.4508, loss_cls: 3.7479, loss: 3.7479, grad_norm: 2.2583 2020-07-25 08:01:02,633 - mmaction - INFO - Epoch [53][3280/3757] lr: 8.078e-02, eta: 3 days, 11:11:34, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4664, loss_cls: 3.6864, loss: 3.6864, grad_norm: 2.1765 2020-07-25 08:01:14,024 - mmaction - INFO - Epoch [53][3300/3757] lr: 8.078e-02, eta: 3 days, 11:11:14, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4906, loss_cls: 3.5751, loss: 3.5751, grad_norm: 2.2084 2020-07-25 08:01:25,451 - mmaction - INFO - Epoch [53][3320/3757] lr: 8.078e-02, eta: 3 days, 11:10:53, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4656, loss_cls: 3.6061, loss: 3.6061, grad_norm: 2.2206 2020-07-25 08:01:36,978 - mmaction - INFO - Epoch [53][3340/3757] lr: 8.078e-02, eta: 3 days, 11:10:34, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4492, loss_cls: 3.6632, loss: 3.6632, grad_norm: 2.2260 2020-07-25 08:01:48,404 - mmaction - INFO - Epoch [53][3360/3757] lr: 8.078e-02, eta: 3 days, 11:10:13, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4852, loss_cls: 3.5466, loss: 3.5466, grad_norm: 2.1642 2020-07-25 08:01:59,846 - mmaction - INFO - Epoch [53][3380/3757] lr: 8.078e-02, eta: 3 days, 11:09:53, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4656, loss_cls: 3.6343, loss: 3.6343, grad_norm: 2.2659 2020-07-25 08:02:11,241 - mmaction - INFO - Epoch [53][3400/3757] lr: 8.078e-02, eta: 3 days, 11:09:32, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4672, loss_cls: 3.6334, loss: 3.6334, grad_norm: 2.2999 2020-07-25 08:02:22,651 - mmaction - INFO - Epoch [53][3420/3757] lr: 8.078e-02, eta: 3 days, 11:09:12, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4719, loss_cls: 3.6279, loss: 3.6279, grad_norm: 2.2065 2020-07-25 08:02:34,159 - mmaction - INFO - Epoch [53][3440/3757] lr: 8.078e-02, eta: 3 days, 11:08:52, time: 0.575, data_time: 0.002, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4836, loss_cls: 3.5745, loss: 3.5745, grad_norm: 2.1940 2020-07-25 08:02:45,558 - mmaction - INFO - Epoch [53][3460/3757] lr: 8.078e-02, eta: 3 days, 11:08:31, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4797, loss_cls: 3.6270, loss: 3.6270, grad_norm: 2.2261 2020-07-25 08:02:57,015 - mmaction - INFO - Epoch [53][3480/3757] lr: 8.078e-02, eta: 3 days, 11:08:11, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4641, loss_cls: 3.6770, loss: 3.6770, grad_norm: 2.2636 2020-07-25 08:03:08,432 - mmaction - INFO - Epoch [53][3500/3757] lr: 8.078e-02, eta: 3 days, 11:07:50, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4547, loss_cls: 3.6605, loss: 3.6605, grad_norm: 2.2501 2020-07-25 08:03:19,938 - mmaction - INFO - Epoch [53][3520/3757] lr: 8.078e-02, eta: 3 days, 11:07:31, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4688, loss_cls: 3.6398, loss: 3.6398, grad_norm: 2.2407 2020-07-25 08:03:31,370 - mmaction - INFO - Epoch [53][3540/3757] lr: 8.078e-02, eta: 3 days, 11:07:10, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4734, loss_cls: 3.6696, loss: 3.6696, grad_norm: 2.2296 2020-07-25 08:03:42,726 - mmaction - INFO - Epoch [53][3560/3757] lr: 8.078e-02, eta: 3 days, 11:06:49, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4586, loss_cls: 3.6229, loss: 3.6229, grad_norm: 2.1835 2020-07-25 08:03:54,092 - mmaction - INFO - Epoch [53][3580/3757] lr: 8.078e-02, eta: 3 days, 11:06:28, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4578, loss_cls: 3.7186, loss: 3.7186, grad_norm: 2.2913 2020-07-25 08:04:05,486 - mmaction - INFO - Epoch [53][3600/3757] lr: 8.078e-02, eta: 3 days, 11:06:08, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4734, loss_cls: 3.6136, loss: 3.6136, grad_norm: 2.1861 2020-07-25 08:04:16,916 - mmaction - INFO - Epoch [53][3620/3757] lr: 8.078e-02, eta: 3 days, 11:05:48, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4703, loss_cls: 3.6354, loss: 3.6354, grad_norm: 2.2446 2020-07-25 08:04:28,350 - mmaction - INFO - Epoch [53][3640/3757] lr: 8.078e-02, eta: 3 days, 11:05:27, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4742, loss_cls: 3.6153, loss: 3.6153, grad_norm: 2.1952 2020-07-25 08:04:39,861 - mmaction - INFO - Epoch [53][3660/3757] lr: 8.078e-02, eta: 3 days, 11:05:07, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4383, loss_cls: 3.7537, loss: 3.7537, grad_norm: 2.1894 2020-07-25 08:04:51,353 - mmaction - INFO - Epoch [53][3680/3757] lr: 8.078e-02, eta: 3 days, 11:04:47, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4961, loss_cls: 3.5753, loss: 3.5753, grad_norm: 2.1936 2020-07-25 08:05:03,039 - mmaction - INFO - Epoch [53][3700/3757] lr: 8.078e-02, eta: 3 days, 11:04:29, time: 0.583, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4703, loss_cls: 3.6526, loss: 3.6526, grad_norm: 2.2410 2020-07-25 08:05:14,382 - mmaction - INFO - Epoch [53][3720/3757] lr: 8.078e-02, eta: 3 days, 11:04:08, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4852, loss_cls: 3.6369, loss: 3.6369, grad_norm: 2.2562 2020-07-25 08:05:25,799 - mmaction - INFO - Epoch [53][3740/3757] lr: 8.078e-02, eta: 3 days, 11:03:48, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4359, loss_cls: 3.7846, loss: 3.7846, grad_norm: 2.1817 2020-07-25 08:09:56,213 - mmaction - INFO - Epoch [54][20/3757] lr: 8.009e-02, eta: 3 days, 11:30:20, time: 12.614, data_time: 11.920, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4516, loss_cls: 3.7003, loss: 3.7003, grad_norm: 2.2316 2020-07-25 08:10:07,720 - mmaction - INFO - Epoch [54][40/3757] lr: 8.009e-02, eta: 3 days, 11:30:00, time: 0.575, data_time: 0.002, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4625, loss_cls: 3.6397, loss: 3.6397, grad_norm: 2.2641 2020-07-25 08:10:19,176 - mmaction - INFO - Epoch [54][60/3757] lr: 8.009e-02, eta: 3 days, 11:29:39, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4828, loss_cls: 3.6189, loss: 3.6189, grad_norm: 2.2785 2020-07-25 08:10:30,449 - mmaction - INFO - Epoch [54][80/3757] lr: 8.009e-02, eta: 3 days, 11:29:17, time: 0.564, data_time: 0.002, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4852, loss_cls: 3.5931, loss: 3.5931, grad_norm: 2.2596 2020-07-25 08:10:41,866 - mmaction - INFO - Epoch [54][100/3757] lr: 8.009e-02, eta: 3 days, 11:28:56, time: 0.571, data_time: 0.010, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4594, loss_cls: 3.6787, loss: 3.6787, grad_norm: 2.2357 2020-07-25 08:10:53,188 - mmaction - INFO - Epoch [54][120/3757] lr: 8.009e-02, eta: 3 days, 11:28:35, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4797, loss_cls: 3.6239, loss: 3.6239, grad_norm: 2.3061 2020-07-25 08:11:04,587 - mmaction - INFO - Epoch [54][140/3757] lr: 8.009e-02, eta: 3 days, 11:28:14, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4734, loss_cls: 3.6560, loss: 3.6560, grad_norm: 2.2424 2020-07-25 08:11:16,156 - mmaction - INFO - Epoch [54][160/3757] lr: 8.009e-02, eta: 3 days, 11:27:54, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4836, loss_cls: 3.5280, loss: 3.5280, grad_norm: 2.1521 2020-07-25 08:11:27,529 - mmaction - INFO - Epoch [54][180/3757] lr: 8.009e-02, eta: 3 days, 11:27:32, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4617, loss_cls: 3.7035, loss: 3.7035, grad_norm: 2.1941 2020-07-25 08:11:38,941 - mmaction - INFO - Epoch [54][200/3757] lr: 8.009e-02, eta: 3 days, 11:27:12, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4734, loss_cls: 3.6522, loss: 3.6522, grad_norm: 2.1782 2020-07-25 08:11:50,348 - mmaction - INFO - Epoch [54][220/3757] lr: 8.009e-02, eta: 3 days, 11:26:51, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4562, loss_cls: 3.7755, loss: 3.7755, grad_norm: 2.2427 2020-07-25 08:12:01,909 - mmaction - INFO - Epoch [54][240/3757] lr: 8.009e-02, eta: 3 days, 11:26:31, time: 0.579, data_time: 0.015, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4586, loss_cls: 3.5875, loss: 3.5875, grad_norm: 2.1646 2020-07-25 08:12:13,350 - mmaction - INFO - Epoch [54][260/3757] lr: 8.009e-02, eta: 3 days, 11:26:10, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4688, loss_cls: 3.6424, loss: 3.6424, grad_norm: 2.2472 2020-07-25 08:12:24,842 - mmaction - INFO - Epoch [54][280/3757] lr: 8.009e-02, eta: 3 days, 11:25:50, time: 0.574, data_time: 0.001, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4703, loss_cls: 3.6938, loss: 3.6938, grad_norm: 2.2463 2020-07-25 08:12:36,291 - mmaction - INFO - Epoch [54][300/3757] lr: 8.009e-02, eta: 3 days, 11:25:29, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4758, loss_cls: 3.6829, loss: 3.6829, grad_norm: 2.2683 2020-07-25 08:12:47,763 - mmaction - INFO - Epoch [54][320/3757] lr: 8.009e-02, eta: 3 days, 11:25:09, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4727, loss_cls: 3.5949, loss: 3.5949, grad_norm: 2.2082 2020-07-25 08:12:59,281 - mmaction - INFO - Epoch [54][340/3757] lr: 8.009e-02, eta: 3 days, 11:24:48, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4813, loss_cls: 3.6307, loss: 3.6307, grad_norm: 2.2001 2020-07-25 08:13:10,854 - mmaction - INFO - Epoch [54][360/3757] lr: 8.009e-02, eta: 3 days, 11:24:29, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4805, loss_cls: 3.6279, loss: 3.6279, grad_norm: 2.2353 2020-07-25 08:13:22,358 - mmaction - INFO - Epoch [54][380/3757] lr: 8.009e-02, eta: 3 days, 11:24:08, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4648, loss_cls: 3.6627, loss: 3.6627, grad_norm: 2.2429 2020-07-25 08:13:33,705 - mmaction - INFO - Epoch [54][400/3757] lr: 8.009e-02, eta: 3 days, 11:23:47, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4586, loss_cls: 3.6827, loss: 3.6827, grad_norm: 2.1770 2020-07-25 08:13:45,117 - mmaction - INFO - Epoch [54][420/3757] lr: 8.009e-02, eta: 3 days, 11:23:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4695, loss_cls: 3.5840, loss: 3.5840, grad_norm: 2.2391 2020-07-25 08:13:56,595 - mmaction - INFO - Epoch [54][440/3757] lr: 8.009e-02, eta: 3 days, 11:23:06, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4883, loss_cls: 3.5402, loss: 3.5402, grad_norm: 2.1982 2020-07-25 08:14:08,063 - mmaction - INFO - Epoch [54][460/3757] lr: 8.009e-02, eta: 3 days, 11:22:45, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.4898, loss_cls: 3.5265, loss: 3.5265, grad_norm: 2.2494 2020-07-25 08:14:19,522 - mmaction - INFO - Epoch [54][480/3757] lr: 8.009e-02, eta: 3 days, 11:22:25, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4898, loss_cls: 3.5140, loss: 3.5140, grad_norm: 2.2352 2020-07-25 08:14:30,920 - mmaction - INFO - Epoch [54][500/3757] lr: 8.009e-02, eta: 3 days, 11:22:04, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4664, loss_cls: 3.6812, loss: 3.6812, grad_norm: 2.2439 2020-07-25 08:14:42,313 - mmaction - INFO - Epoch [54][520/3757] lr: 8.009e-02, eta: 3 days, 11:21:43, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4781, loss_cls: 3.5825, loss: 3.5825, grad_norm: 2.2138 2020-07-25 08:14:53,868 - mmaction - INFO - Epoch [54][540/3757] lr: 8.009e-02, eta: 3 days, 11:21:23, time: 0.577, data_time: 0.002, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4914, loss_cls: 3.5385, loss: 3.5385, grad_norm: 2.2257 2020-07-25 08:15:05,263 - mmaction - INFO - Epoch [54][560/3757] lr: 8.009e-02, eta: 3 days, 11:21:02, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4820, loss_cls: 3.6431, loss: 3.6431, grad_norm: 2.2261 2020-07-25 08:15:16,820 - mmaction - INFO - Epoch [54][580/3757] lr: 8.009e-02, eta: 3 days, 11:20:42, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.4758, loss_cls: 3.6031, loss: 3.6031, grad_norm: 2.2208 2020-07-25 08:15:28,282 - mmaction - INFO - Epoch [54][600/3757] lr: 8.009e-02, eta: 3 days, 11:20:22, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4672, loss_cls: 3.6444, loss: 3.6444, grad_norm: 2.3070 2020-07-25 08:15:39,660 - mmaction - INFO - Epoch [54][620/3757] lr: 8.009e-02, eta: 3 days, 11:20:01, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4914, loss_cls: 3.6093, loss: 3.6093, grad_norm: 2.2326 2020-07-25 08:15:51,184 - mmaction - INFO - Epoch [54][640/3757] lr: 8.009e-02, eta: 3 days, 11:19:40, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2070, top5_acc: 0.4258, loss_cls: 3.7649, loss: 3.7649, grad_norm: 2.1893 2020-07-25 08:16:02,559 - mmaction - INFO - Epoch [54][660/3757] lr: 8.009e-02, eta: 3 days, 11:19:19, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4766, loss_cls: 3.5960, loss: 3.5960, grad_norm: 2.1428 2020-07-25 08:16:14,118 - mmaction - INFO - Epoch [54][680/3757] lr: 8.009e-02, eta: 3 days, 11:18:59, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4758, loss_cls: 3.6355, loss: 3.6355, grad_norm: 2.2157 2020-07-25 08:16:25,626 - mmaction - INFO - Epoch [54][700/3757] lr: 8.009e-02, eta: 3 days, 11:18:39, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4695, loss_cls: 3.6443, loss: 3.6443, grad_norm: 2.2139 2020-07-25 08:16:37,063 - mmaction - INFO - Epoch [54][720/3757] lr: 8.009e-02, eta: 3 days, 11:18:19, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.5086, loss_cls: 3.4978, loss: 3.4978, grad_norm: 2.1909 2020-07-25 08:16:48,513 - mmaction - INFO - Epoch [54][740/3757] lr: 8.009e-02, eta: 3 days, 11:17:58, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4523, loss_cls: 3.6476, loss: 3.6476, grad_norm: 2.2004 2020-07-25 08:16:59,994 - mmaction - INFO - Epoch [54][760/3757] lr: 8.009e-02, eta: 3 days, 11:17:38, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4773, loss_cls: 3.6019, loss: 3.6019, grad_norm: 2.2719 2020-07-25 08:17:11,400 - mmaction - INFO - Epoch [54][780/3757] lr: 8.009e-02, eta: 3 days, 11:17:17, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4664, loss_cls: 3.6544, loss: 3.6544, grad_norm: 2.2363 2020-07-25 08:17:22,971 - mmaction - INFO - Epoch [54][800/3757] lr: 8.009e-02, eta: 3 days, 11:16:57, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4766, loss_cls: 3.6635, loss: 3.6635, grad_norm: 2.2497 2020-07-25 08:17:34,403 - mmaction - INFO - Epoch [54][820/3757] lr: 8.009e-02, eta: 3 days, 11:16:37, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4578, loss_cls: 3.6488, loss: 3.6488, grad_norm: 2.2833 2020-07-25 08:17:45,844 - mmaction - INFO - Epoch [54][840/3757] lr: 8.009e-02, eta: 3 days, 11:16:16, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4547, loss_cls: 3.6906, loss: 3.6906, grad_norm: 2.2466 2020-07-25 08:17:57,251 - mmaction - INFO - Epoch [54][860/3757] lr: 8.009e-02, eta: 3 days, 11:15:56, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2406, top5_acc: 0.5055, loss_cls: 3.5551, loss: 3.5551, grad_norm: 2.2740 2020-07-25 08:18:08,670 - mmaction - INFO - Epoch [54][880/3757] lr: 8.009e-02, eta: 3 days, 11:15:35, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4734, loss_cls: 3.5826, loss: 3.5826, grad_norm: 2.2508 2020-07-25 08:18:20,200 - mmaction - INFO - Epoch [54][900/3757] lr: 8.009e-02, eta: 3 days, 11:15:15, time: 0.576, data_time: 0.010, memory: 5232, top1_acc: 0.2055, top5_acc: 0.4383, loss_cls: 3.7958, loss: 3.7958, grad_norm: 2.2724 2020-07-25 08:18:31,707 - mmaction - INFO - Epoch [54][920/3757] lr: 8.009e-02, eta: 3 days, 11:14:55, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4516, loss_cls: 3.6456, loss: 3.6456, grad_norm: 2.2370 2020-07-25 08:18:43,132 - mmaction - INFO - Epoch [54][940/3757] lr: 8.009e-02, eta: 3 days, 11:14:34, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4711, loss_cls: 3.6335, loss: 3.6335, grad_norm: 2.2827 2020-07-25 08:18:54,578 - mmaction - INFO - Epoch [54][960/3757] lr: 8.009e-02, eta: 3 days, 11:14:14, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4562, loss_cls: 3.6339, loss: 3.6339, grad_norm: 2.1949 2020-07-25 08:19:05,948 - mmaction - INFO - Epoch [54][980/3757] lr: 8.009e-02, eta: 3 days, 11:13:53, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4648, loss_cls: 3.6166, loss: 3.6166, grad_norm: 2.2427 2020-07-25 08:19:17,405 - mmaction - INFO - Epoch [54][1000/3757] lr: 8.009e-02, eta: 3 days, 11:13:32, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4883, loss_cls: 3.5987, loss: 3.5987, grad_norm: 2.2711 2020-07-25 08:19:28,924 - mmaction - INFO - Epoch [54][1020/3757] lr: 8.009e-02, eta: 3 days, 11:13:12, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4688, loss_cls: 3.6200, loss: 3.6200, grad_norm: 2.2728 2020-07-25 08:19:40,382 - mmaction - INFO - Epoch [54][1040/3757] lr: 8.009e-02, eta: 3 days, 11:12:52, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4680, loss_cls: 3.5735, loss: 3.5735, grad_norm: 2.1538 2020-07-25 08:19:51,844 - mmaction - INFO - Epoch [54][1060/3757] lr: 8.009e-02, eta: 3 days, 11:12:31, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4758, loss_cls: 3.5685, loss: 3.5685, grad_norm: 2.1538 2020-07-25 08:20:03,481 - mmaction - INFO - Epoch [54][1080/3757] lr: 8.009e-02, eta: 3 days, 11:12:12, time: 0.582, data_time: 0.002, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4984, loss_cls: 3.5318, loss: 3.5318, grad_norm: 2.2045 2020-07-25 08:20:14,804 - mmaction - INFO - Epoch [54][1100/3757] lr: 8.009e-02, eta: 3 days, 11:11:51, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4852, loss_cls: 3.6054, loss: 3.6054, grad_norm: 2.2459 2020-07-25 08:20:26,284 - mmaction - INFO - Epoch [54][1120/3757] lr: 8.009e-02, eta: 3 days, 11:11:31, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4883, loss_cls: 3.6099, loss: 3.6099, grad_norm: 2.2568 2020-07-25 08:20:37,670 - mmaction - INFO - Epoch [54][1140/3757] lr: 8.009e-02, eta: 3 days, 11:11:10, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4711, loss_cls: 3.5952, loss: 3.5952, grad_norm: 2.2503 2020-07-25 08:20:49,128 - mmaction - INFO - Epoch [54][1160/3757] lr: 8.009e-02, eta: 3 days, 11:10:49, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4742, loss_cls: 3.6550, loss: 3.6550, grad_norm: 2.1770 2020-07-25 08:21:00,595 - mmaction - INFO - Epoch [54][1180/3757] lr: 8.009e-02, eta: 3 days, 11:10:29, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4813, loss_cls: 3.5826, loss: 3.5826, grad_norm: 2.2499 2020-07-25 08:21:12,043 - mmaction - INFO - Epoch [54][1200/3757] lr: 8.009e-02, eta: 3 days, 11:10:09, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4641, loss_cls: 3.5902, loss: 3.5902, grad_norm: 2.2022 2020-07-25 08:21:23,500 - mmaction - INFO - Epoch [54][1220/3757] lr: 8.009e-02, eta: 3 days, 11:09:48, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4664, loss_cls: 3.6379, loss: 3.6379, grad_norm: 2.2546 2020-07-25 08:21:34,857 - mmaction - INFO - Epoch [54][1240/3757] lr: 8.009e-02, eta: 3 days, 11:09:27, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4820, loss_cls: 3.5691, loss: 3.5691, grad_norm: 2.1782 2020-07-25 08:21:46,372 - mmaction - INFO - Epoch [54][1260/3757] lr: 8.009e-02, eta: 3 days, 11:09:07, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2016, top5_acc: 0.4523, loss_cls: 3.7060, loss: 3.7060, grad_norm: 2.3517 2020-07-25 08:21:57,744 - mmaction - INFO - Epoch [54][1280/3757] lr: 8.009e-02, eta: 3 days, 11:08:46, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2031, top5_acc: 0.4484, loss_cls: 3.8221, loss: 3.8221, grad_norm: 2.2568 2020-07-25 08:22:09,230 - mmaction - INFO - Epoch [54][1300/3757] lr: 8.009e-02, eta: 3 days, 11:08:26, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4570, loss_cls: 3.6495, loss: 3.6495, grad_norm: 2.1198 2020-07-25 08:22:20,627 - mmaction - INFO - Epoch [54][1320/3757] lr: 8.009e-02, eta: 3 days, 11:08:06, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4477, loss_cls: 3.7287, loss: 3.7287, grad_norm: 2.1977 2020-07-25 08:22:32,054 - mmaction - INFO - Epoch [54][1340/3757] lr: 8.009e-02, eta: 3 days, 11:07:45, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4781, loss_cls: 3.6437, loss: 3.6437, grad_norm: 2.1951 2020-07-25 08:22:43,574 - mmaction - INFO - Epoch [54][1360/3757] lr: 8.009e-02, eta: 3 days, 11:07:25, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4688, loss_cls: 3.6552, loss: 3.6552, grad_norm: 2.2652 2020-07-25 08:22:55,077 - mmaction - INFO - Epoch [54][1380/3757] lr: 8.009e-02, eta: 3 days, 11:07:05, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4641, loss_cls: 3.6376, loss: 3.6376, grad_norm: 2.1964 2020-07-25 08:23:06,567 - mmaction - INFO - Epoch [54][1400/3757] lr: 8.009e-02, eta: 3 days, 11:06:45, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4906, loss_cls: 3.5998, loss: 3.5998, grad_norm: 2.2312 2020-07-25 08:23:17,953 - mmaction - INFO - Epoch [54][1420/3757] lr: 8.009e-02, eta: 3 days, 11:06:24, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4805, loss_cls: 3.5817, loss: 3.5817, grad_norm: 2.2062 2020-07-25 08:23:29,356 - mmaction - INFO - Epoch [54][1440/3757] lr: 8.009e-02, eta: 3 days, 11:06:04, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4648, loss_cls: 3.6971, loss: 3.6971, grad_norm: 2.2950 2020-07-25 08:23:40,806 - mmaction - INFO - Epoch [54][1460/3757] lr: 8.009e-02, eta: 3 days, 11:05:43, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4656, loss_cls: 3.6215, loss: 3.6215, grad_norm: 2.1903 2020-07-25 08:23:52,303 - mmaction - INFO - Epoch [54][1480/3757] lr: 8.009e-02, eta: 3 days, 11:05:23, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4734, loss_cls: 3.6689, loss: 3.6689, grad_norm: 2.1803 2020-07-25 08:24:03,746 - mmaction - INFO - Epoch [54][1500/3757] lr: 8.009e-02, eta: 3 days, 11:05:03, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4539, loss_cls: 3.6810, loss: 3.6810, grad_norm: 2.2461 2020-07-25 08:24:15,188 - mmaction - INFO - Epoch [54][1520/3757] lr: 8.009e-02, eta: 3 days, 11:04:43, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4969, loss_cls: 3.5748, loss: 3.5748, grad_norm: 2.2308 2020-07-25 08:24:26,615 - mmaction - INFO - Epoch [54][1540/3757] lr: 8.009e-02, eta: 3 days, 11:04:22, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4656, loss_cls: 3.6602, loss: 3.6602, grad_norm: 2.2039 2020-07-25 08:24:38,039 - mmaction - INFO - Epoch [54][1560/3757] lr: 8.009e-02, eta: 3 days, 11:04:01, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4414, loss_cls: 3.8177, loss: 3.8177, grad_norm: 2.2386 2020-07-25 08:24:49,533 - mmaction - INFO - Epoch [54][1580/3757] lr: 8.009e-02, eta: 3 days, 11:03:42, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.2523, top5_acc: 0.5047, loss_cls: 3.5600, loss: 3.5600, grad_norm: 2.1376 2020-07-25 08:25:00,970 - mmaction - INFO - Epoch [54][1600/3757] lr: 8.009e-02, eta: 3 days, 11:03:21, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4594, loss_cls: 3.6548, loss: 3.6548, grad_norm: 2.2564 2020-07-25 08:25:12,424 - mmaction - INFO - Epoch [54][1620/3757] lr: 8.009e-02, eta: 3 days, 11:03:01, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4852, loss_cls: 3.5768, loss: 3.5768, grad_norm: 2.2003 2020-07-25 08:25:23,802 - mmaction - INFO - Epoch [54][1640/3757] lr: 8.009e-02, eta: 3 days, 11:02:40, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4555, loss_cls: 3.6420, loss: 3.6420, grad_norm: 2.1765 2020-07-25 08:25:35,205 - mmaction - INFO - Epoch [54][1660/3757] lr: 8.009e-02, eta: 3 days, 11:02:19, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4594, loss_cls: 3.6952, loss: 3.6952, grad_norm: 2.2589 2020-07-25 08:25:46,805 - mmaction - INFO - Epoch [54][1680/3757] lr: 8.009e-02, eta: 3 days, 11:02:00, time: 0.580, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4672, loss_cls: 3.6489, loss: 3.6489, grad_norm: 2.2254 2020-07-25 08:25:58,400 - mmaction - INFO - Epoch [54][1700/3757] lr: 8.009e-02, eta: 3 days, 11:01:41, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4633, loss_cls: 3.7215, loss: 3.7215, grad_norm: 2.2619 2020-07-25 08:26:09,884 - mmaction - INFO - Epoch [54][1720/3757] lr: 8.009e-02, eta: 3 days, 11:01:21, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4617, loss_cls: 3.6834, loss: 3.6834, grad_norm: 2.2269 2020-07-25 08:26:21,367 - mmaction - INFO - Epoch [54][1740/3757] lr: 8.009e-02, eta: 3 days, 11:01:01, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4750, loss_cls: 3.6342, loss: 3.6342, grad_norm: 2.1174 2020-07-25 08:26:32,740 - mmaction - INFO - Epoch [54][1760/3757] lr: 8.009e-02, eta: 3 days, 11:00:40, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2039, top5_acc: 0.4586, loss_cls: 3.6917, loss: 3.6917, grad_norm: 2.2129 2020-07-25 08:26:44,265 - mmaction - INFO - Epoch [54][1780/3757] lr: 8.009e-02, eta: 3 days, 11:00:20, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.5047, loss_cls: 3.4854, loss: 3.4854, grad_norm: 2.2055 2020-07-25 08:26:55,593 - mmaction - INFO - Epoch [54][1800/3757] lr: 8.009e-02, eta: 3 days, 10:59:59, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4414, loss_cls: 3.7550, loss: 3.7550, grad_norm: 2.3579 2020-07-25 08:27:07,088 - mmaction - INFO - Epoch [54][1820/3757] lr: 8.009e-02, eta: 3 days, 10:59:39, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4594, loss_cls: 3.7471, loss: 3.7471, grad_norm: 2.2766 2020-07-25 08:27:18,652 - mmaction - INFO - Epoch [54][1840/3757] lr: 8.009e-02, eta: 3 days, 10:59:20, time: 0.578, data_time: 0.014, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4719, loss_cls: 3.6092, loss: 3.6092, grad_norm: 2.1532 2020-07-25 08:27:30,082 - mmaction - INFO - Epoch [54][1860/3757] lr: 8.009e-02, eta: 3 days, 10:58:59, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4523, loss_cls: 3.6602, loss: 3.6602, grad_norm: 2.2027 2020-07-25 08:27:41,502 - mmaction - INFO - Epoch [54][1880/3757] lr: 8.009e-02, eta: 3 days, 10:58:39, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4836, loss_cls: 3.6014, loss: 3.6014, grad_norm: 2.2109 2020-07-25 08:27:53,040 - mmaction - INFO - Epoch [54][1900/3757] lr: 8.009e-02, eta: 3 days, 10:58:19, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4703, loss_cls: 3.5618, loss: 3.5618, grad_norm: 2.2415 2020-07-25 08:28:04,534 - mmaction - INFO - Epoch [54][1920/3757] lr: 8.009e-02, eta: 3 days, 10:57:59, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4484, loss_cls: 3.7110, loss: 3.7110, grad_norm: 2.3211 2020-07-25 08:28:15,999 - mmaction - INFO - Epoch [54][1940/3757] lr: 8.009e-02, eta: 3 days, 10:57:39, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4711, loss_cls: 3.5784, loss: 3.5784, grad_norm: 2.2666 2020-07-25 08:28:27,434 - mmaction - INFO - Epoch [54][1960/3757] lr: 8.009e-02, eta: 3 days, 10:57:19, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4680, loss_cls: 3.6474, loss: 3.6474, grad_norm: 2.3075 2020-07-25 08:28:38,863 - mmaction - INFO - Epoch [54][1980/3757] lr: 8.009e-02, eta: 3 days, 10:56:59, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4859, loss_cls: 3.6013, loss: 3.6013, grad_norm: 2.1952 2020-07-25 08:28:50,211 - mmaction - INFO - Epoch [54][2000/3757] lr: 8.009e-02, eta: 3 days, 10:56:38, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4688, loss_cls: 3.6544, loss: 3.6544, grad_norm: 2.1899 2020-07-25 08:29:01,684 - mmaction - INFO - Epoch [54][2020/3757] lr: 8.009e-02, eta: 3 days, 10:56:18, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4766, loss_cls: 3.6140, loss: 3.6140, grad_norm: 2.2182 2020-07-25 08:29:13,079 - mmaction - INFO - Epoch [54][2040/3757] lr: 8.009e-02, eta: 3 days, 10:55:57, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4703, loss_cls: 3.6415, loss: 3.6415, grad_norm: 2.2628 2020-07-25 08:29:24,465 - mmaction - INFO - Epoch [54][2060/3757] lr: 8.009e-02, eta: 3 days, 10:55:36, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4875, loss_cls: 3.6095, loss: 3.6095, grad_norm: 2.2848 2020-07-25 08:29:35,936 - mmaction - INFO - Epoch [54][2080/3757] lr: 8.009e-02, eta: 3 days, 10:55:16, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4727, loss_cls: 3.6699, loss: 3.6699, grad_norm: 2.3031 2020-07-25 08:29:47,405 - mmaction - INFO - Epoch [54][2100/3757] lr: 8.009e-02, eta: 3 days, 10:54:56, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4734, loss_cls: 3.6595, loss: 3.6595, grad_norm: 2.2748 2020-07-25 08:29:58,855 - mmaction - INFO - Epoch [54][2120/3757] lr: 8.009e-02, eta: 3 days, 10:54:36, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4461, loss_cls: 3.6700, loss: 3.6700, grad_norm: 2.1967 2020-07-25 08:30:10,323 - mmaction - INFO - Epoch [54][2140/3757] lr: 8.009e-02, eta: 3 days, 10:54:16, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.4938, loss_cls: 3.5062, loss: 3.5062, grad_norm: 2.2082 2020-07-25 08:30:21,780 - mmaction - INFO - Epoch [54][2160/3757] lr: 8.009e-02, eta: 3 days, 10:53:56, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4758, loss_cls: 3.6098, loss: 3.6098, grad_norm: 2.1959 2020-07-25 08:30:33,114 - mmaction - INFO - Epoch [54][2180/3757] lr: 8.009e-02, eta: 3 days, 10:53:35, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4609, loss_cls: 3.6451, loss: 3.6451, grad_norm: 2.2406 2020-07-25 08:30:44,557 - mmaction - INFO - Epoch [54][2200/3757] lr: 8.009e-02, eta: 3 days, 10:53:15, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4531, loss_cls: 3.6889, loss: 3.6889, grad_norm: 2.1872 2020-07-25 08:30:56,009 - mmaction - INFO - Epoch [54][2220/3757] lr: 8.009e-02, eta: 3 days, 10:52:55, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4469, loss_cls: 3.6814, loss: 3.6814, grad_norm: 2.2185 2020-07-25 08:31:07,387 - mmaction - INFO - Epoch [54][2240/3757] lr: 8.009e-02, eta: 3 days, 10:52:34, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4766, loss_cls: 3.6153, loss: 3.6153, grad_norm: 2.2091 2020-07-25 08:31:18,808 - mmaction - INFO - Epoch [54][2260/3757] lr: 8.009e-02, eta: 3 days, 10:52:14, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4727, loss_cls: 3.5798, loss: 3.5798, grad_norm: 2.3007 2020-07-25 08:31:30,266 - mmaction - INFO - Epoch [54][2280/3757] lr: 8.009e-02, eta: 3 days, 10:51:54, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4664, loss_cls: 3.6520, loss: 3.6520, grad_norm: 2.2942 2020-07-25 08:31:41,634 - mmaction - INFO - Epoch [54][2300/3757] lr: 8.009e-02, eta: 3 days, 10:51:33, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4664, loss_cls: 3.6511, loss: 3.6511, grad_norm: 2.2175 2020-07-25 08:31:53,005 - mmaction - INFO - Epoch [54][2320/3757] lr: 8.009e-02, eta: 3 days, 10:51:12, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4898, loss_cls: 3.6112, loss: 3.6112, grad_norm: 2.2601 2020-07-25 08:32:04,582 - mmaction - INFO - Epoch [54][2340/3757] lr: 8.009e-02, eta: 3 days, 10:50:53, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4688, loss_cls: 3.7598, loss: 3.7598, grad_norm: 2.2604 2020-07-25 08:32:15,853 - mmaction - INFO - Epoch [54][2360/3757] lr: 8.009e-02, eta: 3 days, 10:50:32, time: 0.563, data_time: 0.001, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4953, loss_cls: 3.5781, loss: 3.5781, grad_norm: 2.1890 2020-07-25 08:32:27,310 - mmaction - INFO - Epoch [54][2380/3757] lr: 8.009e-02, eta: 3 days, 10:50:12, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4867, loss_cls: 3.5789, loss: 3.5789, grad_norm: 2.2040 2020-07-25 08:32:38,765 - mmaction - INFO - Epoch [54][2400/3757] lr: 8.009e-02, eta: 3 days, 10:49:52, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4719, loss_cls: 3.6782, loss: 3.6782, grad_norm: 2.2317 2020-07-25 08:32:50,184 - mmaction - INFO - Epoch [54][2420/3757] lr: 8.009e-02, eta: 3 days, 10:49:31, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4734, loss_cls: 3.6502, loss: 3.6502, grad_norm: 2.2708 2020-07-25 08:33:01,653 - mmaction - INFO - Epoch [54][2440/3757] lr: 8.009e-02, eta: 3 days, 10:49:11, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4914, loss_cls: 3.6556, loss: 3.6556, grad_norm: 2.2827 2020-07-25 08:33:13,093 - mmaction - INFO - Epoch [54][2460/3757] lr: 8.009e-02, eta: 3 days, 10:48:51, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4742, loss_cls: 3.6405, loss: 3.6405, grad_norm: 2.2804 2020-07-25 08:33:24,482 - mmaction - INFO - Epoch [54][2480/3757] lr: 8.009e-02, eta: 3 days, 10:48:31, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4836, loss_cls: 3.5406, loss: 3.5406, grad_norm: 2.2789 2020-07-25 08:33:35,799 - mmaction - INFO - Epoch [54][2500/3757] lr: 8.009e-02, eta: 3 days, 10:48:10, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4484, loss_cls: 3.7130, loss: 3.7130, grad_norm: 2.3287 2020-07-25 08:33:47,216 - mmaction - INFO - Epoch [54][2520/3757] lr: 8.009e-02, eta: 3 days, 10:47:49, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4703, loss_cls: 3.6525, loss: 3.6525, grad_norm: 2.2317 2020-07-25 08:33:58,618 - mmaction - INFO - Epoch [54][2540/3757] lr: 8.009e-02, eta: 3 days, 10:47:29, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4977, loss_cls: 3.6377, loss: 3.6377, grad_norm: 2.2763 2020-07-25 08:34:10,095 - mmaction - INFO - Epoch [54][2560/3757] lr: 8.009e-02, eta: 3 days, 10:47:09, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4844, loss_cls: 3.6091, loss: 3.6091, grad_norm: 2.2659 2020-07-25 08:34:21,642 - mmaction - INFO - Epoch [54][2580/3757] lr: 8.009e-02, eta: 3 days, 10:46:50, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4648, loss_cls: 3.6564, loss: 3.6564, grad_norm: 2.2616 2020-07-25 08:34:33,110 - mmaction - INFO - Epoch [54][2600/3757] lr: 8.009e-02, eta: 3 days, 10:46:30, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4578, loss_cls: 3.7361, loss: 3.7361, grad_norm: 2.2183 2020-07-25 08:34:44,534 - mmaction - INFO - Epoch [54][2620/3757] lr: 8.009e-02, eta: 3 days, 10:46:09, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4437, loss_cls: 3.6711, loss: 3.6711, grad_norm: 2.1756 2020-07-25 08:34:55,993 - mmaction - INFO - Epoch [54][2640/3757] lr: 8.009e-02, eta: 3 days, 10:45:49, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4820, loss_cls: 3.5854, loss: 3.5854, grad_norm: 2.1425 2020-07-25 08:35:07,384 - mmaction - INFO - Epoch [54][2660/3757] lr: 8.009e-02, eta: 3 days, 10:45:29, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2102, top5_acc: 0.4406, loss_cls: 3.7296, loss: 3.7296, grad_norm: 2.2467 2020-07-25 08:35:18,831 - mmaction - INFO - Epoch [54][2680/3757] lr: 8.009e-02, eta: 3 days, 10:45:09, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4703, loss_cls: 3.6111, loss: 3.6111, grad_norm: 2.2558 2020-07-25 08:35:30,218 - mmaction - INFO - Epoch [54][2700/3757] lr: 8.009e-02, eta: 3 days, 10:44:48, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4727, loss_cls: 3.6243, loss: 3.6243, grad_norm: 2.2291 2020-07-25 08:35:41,579 - mmaction - INFO - Epoch [54][2720/3757] lr: 8.009e-02, eta: 3 days, 10:44:28, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.4898, loss_cls: 3.5813, loss: 3.5813, grad_norm: 2.2223 2020-07-25 08:35:53,096 - mmaction - INFO - Epoch [54][2740/3757] lr: 8.009e-02, eta: 3 days, 10:44:08, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4875, loss_cls: 3.6008, loss: 3.6008, grad_norm: 2.2833 2020-07-25 08:36:04,507 - mmaction - INFO - Epoch [54][2760/3757] lr: 8.009e-02, eta: 3 days, 10:43:48, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4688, loss_cls: 3.6355, loss: 3.6355, grad_norm: 2.2637 2020-07-25 08:36:15,905 - mmaction - INFO - Epoch [54][2780/3757] lr: 8.009e-02, eta: 3 days, 10:43:28, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4727, loss_cls: 3.6440, loss: 3.6440, grad_norm: 2.2650 2020-07-25 08:36:27,283 - mmaction - INFO - Epoch [54][2800/3757] lr: 8.009e-02, eta: 3 days, 10:43:07, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4680, loss_cls: 3.6616, loss: 3.6616, grad_norm: 2.2307 2020-07-25 08:36:38,664 - mmaction - INFO - Epoch [54][2820/3757] lr: 8.009e-02, eta: 3 days, 10:42:47, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4938, loss_cls: 3.6932, loss: 3.6932, grad_norm: 2.3121 2020-07-25 08:36:50,120 - mmaction - INFO - Epoch [54][2840/3757] lr: 8.009e-02, eta: 3 days, 10:42:27, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4641, loss_cls: 3.6958, loss: 3.6958, grad_norm: 2.2666 2020-07-25 08:37:01,536 - mmaction - INFO - Epoch [54][2860/3757] lr: 8.009e-02, eta: 3 days, 10:42:06, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4547, loss_cls: 3.6469, loss: 3.6469, grad_norm: 2.2089 2020-07-25 08:37:12,961 - mmaction - INFO - Epoch [54][2880/3757] lr: 8.009e-02, eta: 3 days, 10:41:46, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4680, loss_cls: 3.6820, loss: 3.6820, grad_norm: 2.2711 2020-07-25 08:37:24,430 - mmaction - INFO - Epoch [54][2900/3757] lr: 8.009e-02, eta: 3 days, 10:41:26, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4570, loss_cls: 3.7541, loss: 3.7541, grad_norm: 2.2368 2020-07-25 08:37:35,865 - mmaction - INFO - Epoch [54][2920/3757] lr: 8.009e-02, eta: 3 days, 10:41:06, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4680, loss_cls: 3.6636, loss: 3.6636, grad_norm: 2.1306 2020-07-25 08:37:47,398 - mmaction - INFO - Epoch [54][2940/3757] lr: 8.009e-02, eta: 3 days, 10:40:47, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4836, loss_cls: 3.6259, loss: 3.6259, grad_norm: 2.2152 2020-07-25 08:37:58,849 - mmaction - INFO - Epoch [54][2960/3757] lr: 8.009e-02, eta: 3 days, 10:40:27, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4688, loss_cls: 3.6167, loss: 3.6167, grad_norm: 2.1820 2020-07-25 08:38:10,368 - mmaction - INFO - Epoch [54][2980/3757] lr: 8.009e-02, eta: 3 days, 10:40:07, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4797, loss_cls: 3.6040, loss: 3.6040, grad_norm: 2.1904 2020-07-25 08:38:21,923 - mmaction - INFO - Epoch [54][3000/3757] lr: 8.009e-02, eta: 3 days, 10:39:48, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4633, loss_cls: 3.5916, loss: 3.5916, grad_norm: 2.2371 2020-07-25 08:38:33,290 - mmaction - INFO - Epoch [54][3020/3757] lr: 8.009e-02, eta: 3 days, 10:39:28, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4734, loss_cls: 3.5585, loss: 3.5585, grad_norm: 2.2037 2020-07-25 08:38:44,759 - mmaction - INFO - Epoch [54][3040/3757] lr: 8.009e-02, eta: 3 days, 10:39:08, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4836, loss_cls: 3.6291, loss: 3.6291, grad_norm: 2.2979 2020-07-25 08:38:56,240 - mmaction - INFO - Epoch [54][3060/3757] lr: 8.009e-02, eta: 3 days, 10:38:48, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4820, loss_cls: 3.6982, loss: 3.6982, grad_norm: 2.2131 2020-07-25 08:39:07,572 - mmaction - INFO - Epoch [54][3080/3757] lr: 8.009e-02, eta: 3 days, 10:38:27, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2047, top5_acc: 0.4273, loss_cls: 3.7578, loss: 3.7578, grad_norm: 2.2048 2020-07-25 08:39:18,996 - mmaction - INFO - Epoch [54][3100/3757] lr: 8.009e-02, eta: 3 days, 10:38:07, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4656, loss_cls: 3.6607, loss: 3.6607, grad_norm: 2.1921 2020-07-25 08:39:30,394 - mmaction - INFO - Epoch [54][3120/3757] lr: 8.009e-02, eta: 3 days, 10:37:47, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4648, loss_cls: 3.6610, loss: 3.6610, grad_norm: 2.2180 2020-07-25 08:39:41,869 - mmaction - INFO - Epoch [54][3140/3757] lr: 8.009e-02, eta: 3 days, 10:37:27, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4711, loss_cls: 3.6558, loss: 3.6558, grad_norm: 2.2085 2020-07-25 08:39:53,380 - mmaction - INFO - Epoch [54][3160/3757] lr: 8.009e-02, eta: 3 days, 10:37:08, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4531, loss_cls: 3.6622, loss: 3.6622, grad_norm: 2.2052 2020-07-25 08:40:04,718 - mmaction - INFO - Epoch [54][3180/3757] lr: 8.009e-02, eta: 3 days, 10:36:47, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4492, loss_cls: 3.6903, loss: 3.6903, grad_norm: 2.2432 2020-07-25 08:40:16,140 - mmaction - INFO - Epoch [54][3200/3757] lr: 8.009e-02, eta: 3 days, 10:36:27, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2047, top5_acc: 0.4375, loss_cls: 3.7953, loss: 3.7953, grad_norm: 2.2304 2020-07-25 08:40:27,631 - mmaction - INFO - Epoch [54][3220/3757] lr: 8.009e-02, eta: 3 days, 10:36:07, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4820, loss_cls: 3.6002, loss: 3.6002, grad_norm: 2.1754 2020-07-25 08:40:39,147 - mmaction - INFO - Epoch [54][3240/3757] lr: 8.009e-02, eta: 3 days, 10:35:48, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4820, loss_cls: 3.6308, loss: 3.6308, grad_norm: 2.2927 2020-07-25 08:40:50,649 - mmaction - INFO - Epoch [54][3260/3757] lr: 8.009e-02, eta: 3 days, 10:35:28, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4734, loss_cls: 3.6466, loss: 3.6466, grad_norm: 2.2535 2020-07-25 08:41:02,055 - mmaction - INFO - Epoch [54][3280/3757] lr: 8.009e-02, eta: 3 days, 10:35:08, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4484, loss_cls: 3.7281, loss: 3.7281, grad_norm: 2.2946 2020-07-25 08:41:13,549 - mmaction - INFO - Epoch [54][3300/3757] lr: 8.009e-02, eta: 3 days, 10:34:49, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4539, loss_cls: 3.7152, loss: 3.7152, grad_norm: 2.2271 2020-07-25 08:41:25,041 - mmaction - INFO - Epoch [54][3320/3757] lr: 8.009e-02, eta: 3 days, 10:34:29, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2023, top5_acc: 0.4664, loss_cls: 3.6673, loss: 3.6673, grad_norm: 2.1892 2020-07-25 08:41:37,506 - mmaction - INFO - Epoch [54][3340/3757] lr: 8.009e-02, eta: 3 days, 10:34:16, time: 0.623, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4805, loss_cls: 3.5583, loss: 3.5583, grad_norm: 2.1984 2020-07-25 08:41:48,982 - mmaction - INFO - Epoch [54][3360/3757] lr: 8.009e-02, eta: 3 days, 10:33:56, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4789, loss_cls: 3.6045, loss: 3.6045, grad_norm: 2.2312 2020-07-25 08:42:00,443 - mmaction - INFO - Epoch [54][3380/3757] lr: 8.009e-02, eta: 3 days, 10:33:36, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4703, loss_cls: 3.6909, loss: 3.6909, grad_norm: 2.2906 2020-07-25 08:42:13,362 - mmaction - INFO - Epoch [54][3400/3757] lr: 8.009e-02, eta: 3 days, 10:33:26, time: 0.646, data_time: 0.001, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4703, loss_cls: 3.6573, loss: 3.6573, grad_norm: 2.2508 2020-07-25 08:42:25,967 - mmaction - INFO - Epoch [54][3420/3757] lr: 8.009e-02, eta: 3 days, 10:33:14, time: 0.630, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4703, loss_cls: 3.5974, loss: 3.5974, grad_norm: 2.2285 2020-07-25 08:42:37,365 - mmaction - INFO - Epoch [54][3440/3757] lr: 8.009e-02, eta: 3 days, 10:32:54, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4547, loss_cls: 3.6845, loss: 3.6845, grad_norm: 2.2247 2020-07-25 08:42:49,777 - mmaction - INFO - Epoch [54][3460/3757] lr: 8.009e-02, eta: 3 days, 10:32:40, time: 0.621, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4984, loss_cls: 3.5425, loss: 3.5425, grad_norm: 2.2278 2020-07-25 08:43:01,242 - mmaction - INFO - Epoch [54][3480/3757] lr: 8.009e-02, eta: 3 days, 10:32:21, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4914, loss_cls: 3.5704, loss: 3.5704, grad_norm: 2.2330 2020-07-25 08:43:12,662 - mmaction - INFO - Epoch [54][3500/3757] lr: 8.009e-02, eta: 3 days, 10:32:01, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4781, loss_cls: 3.6173, loss: 3.6173, grad_norm: 2.2801 2020-07-25 08:43:24,040 - mmaction - INFO - Epoch [54][3520/3757] lr: 8.009e-02, eta: 3 days, 10:31:40, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4664, loss_cls: 3.7151, loss: 3.7151, grad_norm: 2.2569 2020-07-25 08:43:35,477 - mmaction - INFO - Epoch [54][3540/3757] lr: 8.009e-02, eta: 3 days, 10:31:20, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4648, loss_cls: 3.6965, loss: 3.6965, grad_norm: 2.2296 2020-07-25 08:43:48,975 - mmaction - INFO - Epoch [54][3560/3757] lr: 8.009e-02, eta: 3 days, 10:31:14, time: 0.675, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4836, loss_cls: 3.5759, loss: 3.5759, grad_norm: 2.2580 2020-07-25 08:44:01,533 - mmaction - INFO - Epoch [54][3580/3757] lr: 8.009e-02, eta: 3 days, 10:31:02, time: 0.628, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4422, loss_cls: 3.7427, loss: 3.7427, grad_norm: 2.2451 2020-07-25 08:44:14,161 - mmaction - INFO - Epoch [54][3600/3757] lr: 8.009e-02, eta: 3 days, 10:30:50, time: 0.631, data_time: 0.014, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4766, loss_cls: 3.6235, loss: 3.6235, grad_norm: 2.2235 2020-07-25 08:44:27,478 - mmaction - INFO - Epoch [54][3620/3757] lr: 8.009e-02, eta: 3 days, 10:30:42, time: 0.666, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4781, loss_cls: 3.6053, loss: 3.6053, grad_norm: 2.1799 2020-07-25 08:44:40,456 - mmaction - INFO - Epoch [54][3640/3757] lr: 8.009e-02, eta: 3 days, 10:30:33, time: 0.649, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.5016, loss_cls: 3.5212, loss: 3.5212, grad_norm: 2.1822 2020-07-25 08:44:59,136 - mmaction - INFO - Epoch [54][3660/3757] lr: 8.009e-02, eta: 3 days, 10:31:01, time: 0.933, data_time: 0.003, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4664, loss_cls: 3.6594, loss: 3.6594, grad_norm: 2.2582 2020-07-25 08:45:12,528 - mmaction - INFO - Epoch [54][3680/3757] lr: 8.009e-02, eta: 3 days, 10:30:54, time: 0.670, data_time: 0.004, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4734, loss_cls: 3.6333, loss: 3.6333, grad_norm: 2.2315 2020-07-25 08:45:25,036 - mmaction - INFO - Epoch [54][3700/3757] lr: 8.009e-02, eta: 3 days, 10:30:41, time: 0.625, data_time: 0.003, memory: 5232, top1_acc: 0.2023, top5_acc: 0.4484, loss_cls: 3.7545, loss: 3.7545, grad_norm: 2.2401 2020-07-25 08:45:37,599 - mmaction - INFO - Epoch [54][3720/3757] lr: 8.009e-02, eta: 3 days, 10:30:29, time: 0.628, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4953, loss_cls: 3.5408, loss: 3.5408, grad_norm: 2.2084 2020-07-25 08:45:51,132 - mmaction - INFO - Epoch [54][3740/3757] lr: 8.009e-02, eta: 3 days, 10:30:23, time: 0.677, data_time: 0.004, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4586, loss_cls: 3.6680, loss: 3.6680, grad_norm: 2.2526 2020-07-25 08:48:54,963 - mmaction - INFO - Epoch [55][20/3757] lr: 7.939e-02, eta: 3 days, 10:45:42, time: 8.270, data_time: 7.588, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4828, loss_cls: 3.5691, loss: 3.5691, grad_norm: 2.2264 2020-07-25 08:49:06,224 - mmaction - INFO - Epoch [55][40/3757] lr: 7.939e-02, eta: 3 days, 10:45:21, time: 0.562, data_time: 0.002, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4680, loss_cls: 3.6606, loss: 3.6606, grad_norm: 2.2629 2020-07-25 08:49:17,568 - mmaction - INFO - Epoch [55][60/3757] lr: 7.939e-02, eta: 3 days, 10:45:00, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.4906, loss_cls: 3.5219, loss: 3.5219, grad_norm: 2.2045 2020-07-25 08:49:28,884 - mmaction - INFO - Epoch [55][80/3757] lr: 7.939e-02, eta: 3 days, 10:44:39, time: 0.566, data_time: 0.006, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4539, loss_cls: 3.7509, loss: 3.7509, grad_norm: 2.2481 2020-07-25 08:49:40,288 - mmaction - INFO - Epoch [55][100/3757] lr: 7.939e-02, eta: 3 days, 10:44:18, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4711, loss_cls: 3.6353, loss: 3.6353, grad_norm: 2.1542 2020-07-25 08:49:51,696 - mmaction - INFO - Epoch [55][120/3757] lr: 7.939e-02, eta: 3 days, 10:43:58, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4883, loss_cls: 3.5927, loss: 3.5927, grad_norm: 2.2251 2020-07-25 08:50:03,359 - mmaction - INFO - Epoch [55][140/3757] lr: 7.939e-02, eta: 3 days, 10:43:39, time: 0.583, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4898, loss_cls: 3.5789, loss: 3.5789, grad_norm: 2.1761 2020-07-25 08:50:14,751 - mmaction - INFO - Epoch [55][160/3757] lr: 7.939e-02, eta: 3 days, 10:43:19, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4625, loss_cls: 3.6567, loss: 3.6567, grad_norm: 2.2067 2020-07-25 08:50:26,090 - mmaction - INFO - Epoch [55][180/3757] lr: 7.939e-02, eta: 3 days, 10:42:58, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4734, loss_cls: 3.5663, loss: 3.5663, grad_norm: 2.1621 2020-07-25 08:50:37,427 - mmaction - INFO - Epoch [55][200/3757] lr: 7.939e-02, eta: 3 days, 10:42:37, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4430, loss_cls: 3.6962, loss: 3.6962, grad_norm: 2.2523 2020-07-25 08:50:49,021 - mmaction - INFO - Epoch [55][220/3757] lr: 7.939e-02, eta: 3 days, 10:42:18, time: 0.579, data_time: 0.015, memory: 5232, top1_acc: 0.2086, top5_acc: 0.4578, loss_cls: 3.6918, loss: 3.6918, grad_norm: 2.2069 2020-07-25 08:51:00,432 - mmaction - INFO - Epoch [55][240/3757] lr: 7.939e-02, eta: 3 days, 10:41:58, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4789, loss_cls: 3.6555, loss: 3.6555, grad_norm: 2.2397 2020-07-25 08:51:11,912 - mmaction - INFO - Epoch [55][260/3757] lr: 7.939e-02, eta: 3 days, 10:41:38, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4531, loss_cls: 3.6696, loss: 3.6696, grad_norm: 2.2681 2020-07-25 08:51:23,313 - mmaction - INFO - Epoch [55][280/3757] lr: 7.939e-02, eta: 3 days, 10:41:17, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4734, loss_cls: 3.6733, loss: 3.6733, grad_norm: 2.1432 2020-07-25 08:51:34,646 - mmaction - INFO - Epoch [55][300/3757] lr: 7.939e-02, eta: 3 days, 10:40:57, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4719, loss_cls: 3.6316, loss: 3.6316, grad_norm: 2.1533 2020-07-25 08:51:46,083 - mmaction - INFO - Epoch [55][320/3757] lr: 7.939e-02, eta: 3 days, 10:40:36, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5094, loss_cls: 3.4433, loss: 3.4433, grad_norm: 2.2482 2020-07-25 08:51:57,564 - mmaction - INFO - Epoch [55][340/3757] lr: 7.939e-02, eta: 3 days, 10:40:17, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4922, loss_cls: 3.5835, loss: 3.5835, grad_norm: 2.3232 2020-07-25 08:52:08,899 - mmaction - INFO - Epoch [55][360/3757] lr: 7.939e-02, eta: 3 days, 10:39:56, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4789, loss_cls: 3.6146, loss: 3.6146, grad_norm: 2.3368 2020-07-25 08:52:20,344 - mmaction - INFO - Epoch [55][380/3757] lr: 7.939e-02, eta: 3 days, 10:39:36, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4602, loss_cls: 3.6481, loss: 3.6481, grad_norm: 2.2364 2020-07-25 08:52:31,830 - mmaction - INFO - Epoch [55][400/3757] lr: 7.939e-02, eta: 3 days, 10:39:16, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4523, loss_cls: 3.7007, loss: 3.7007, grad_norm: 2.1556 2020-07-25 08:52:43,186 - mmaction - INFO - Epoch [55][420/3757] lr: 7.939e-02, eta: 3 days, 10:38:55, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4781, loss_cls: 3.6587, loss: 3.6587, grad_norm: 2.1982 2020-07-25 08:52:54,554 - mmaction - INFO - Epoch [55][440/3757] lr: 7.939e-02, eta: 3 days, 10:38:35, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.4969, loss_cls: 3.4606, loss: 3.4606, grad_norm: 2.1846 2020-07-25 08:53:05,907 - mmaction - INFO - Epoch [55][460/3757] lr: 7.939e-02, eta: 3 days, 10:38:14, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4664, loss_cls: 3.6528, loss: 3.6528, grad_norm: 2.2453 2020-07-25 08:53:17,333 - mmaction - INFO - Epoch [55][480/3757] lr: 7.939e-02, eta: 3 days, 10:37:54, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4938, loss_cls: 3.5135, loss: 3.5135, grad_norm: 2.2284 2020-07-25 08:53:28,895 - mmaction - INFO - Epoch [55][500/3757] lr: 7.939e-02, eta: 3 days, 10:37:34, time: 0.578, data_time: 0.004, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4703, loss_cls: 3.5908, loss: 3.5908, grad_norm: 2.3106 2020-07-25 08:53:40,347 - mmaction - INFO - Epoch [55][520/3757] lr: 7.939e-02, eta: 3 days, 10:37:14, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4820, loss_cls: 3.5882, loss: 3.5882, grad_norm: 2.2866 2020-07-25 08:53:51,781 - mmaction - INFO - Epoch [55][540/3757] lr: 7.939e-02, eta: 3 days, 10:36:54, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4750, loss_cls: 3.5881, loss: 3.5881, grad_norm: 2.2956 2020-07-25 08:54:03,215 - mmaction - INFO - Epoch [55][560/3757] lr: 7.939e-02, eta: 3 days, 10:36:34, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4711, loss_cls: 3.6017, loss: 3.6017, grad_norm: 2.2500 2020-07-25 08:54:14,628 - mmaction - INFO - Epoch [55][580/3757] lr: 7.939e-02, eta: 3 days, 10:36:14, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2094, top5_acc: 0.4305, loss_cls: 3.7805, loss: 3.7805, grad_norm: 2.2389 2020-07-25 08:54:26,041 - mmaction - INFO - Epoch [55][600/3757] lr: 7.939e-02, eta: 3 days, 10:35:54, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4875, loss_cls: 3.5809, loss: 3.5809, grad_norm: 2.2504 2020-07-25 08:54:37,558 - mmaction - INFO - Epoch [55][620/3757] lr: 7.939e-02, eta: 3 days, 10:35:34, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4688, loss_cls: 3.6417, loss: 3.6417, grad_norm: 2.2859 2020-07-25 08:54:49,052 - mmaction - INFO - Epoch [55][640/3757] lr: 7.939e-02, eta: 3 days, 10:35:15, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4680, loss_cls: 3.6987, loss: 3.6987, grad_norm: 2.2743 2020-07-25 08:55:00,373 - mmaction - INFO - Epoch [55][660/3757] lr: 7.939e-02, eta: 3 days, 10:34:54, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4570, loss_cls: 3.6319, loss: 3.6319, grad_norm: 2.2524 2020-07-25 08:55:11,944 - mmaction - INFO - Epoch [55][680/3757] lr: 7.939e-02, eta: 3 days, 10:34:34, time: 0.579, data_time: 0.004, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4664, loss_cls: 3.6658, loss: 3.6658, grad_norm: 2.2351 2020-07-25 08:55:23,365 - mmaction - INFO - Epoch [55][700/3757] lr: 7.939e-02, eta: 3 days, 10:34:14, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4883, loss_cls: 3.6202, loss: 3.6202, grad_norm: 2.1775 2020-07-25 08:55:34,823 - mmaction - INFO - Epoch [55][720/3757] lr: 7.939e-02, eta: 3 days, 10:33:54, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4789, loss_cls: 3.6076, loss: 3.6076, grad_norm: 2.2743 2020-07-25 08:55:46,290 - mmaction - INFO - Epoch [55][740/3757] lr: 7.939e-02, eta: 3 days, 10:33:35, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4547, loss_cls: 3.6986, loss: 3.6986, grad_norm: 2.2472 2020-07-25 08:55:57,763 - mmaction - INFO - Epoch [55][760/3757] lr: 7.939e-02, eta: 3 days, 10:33:15, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4703, loss_cls: 3.6495, loss: 3.6495, grad_norm: 2.1748 2020-07-25 08:56:09,215 - mmaction - INFO - Epoch [55][780/3757] lr: 7.939e-02, eta: 3 days, 10:32:55, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4789, loss_cls: 3.5705, loss: 3.5705, grad_norm: 2.2254 2020-07-25 08:56:20,621 - mmaction - INFO - Epoch [55][800/3757] lr: 7.939e-02, eta: 3 days, 10:32:35, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4633, loss_cls: 3.6613, loss: 3.6613, grad_norm: 2.2622 2020-07-25 08:56:32,222 - mmaction - INFO - Epoch [55][820/3757] lr: 7.939e-02, eta: 3 days, 10:32:16, time: 0.580, data_time: 0.012, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4633, loss_cls: 3.6840, loss: 3.6840, grad_norm: 2.2242 2020-07-25 08:56:43,587 - mmaction - INFO - Epoch [55][840/3757] lr: 7.939e-02, eta: 3 days, 10:31:55, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4961, loss_cls: 3.5289, loss: 3.5289, grad_norm: 2.2594 2020-07-25 08:56:54,960 - mmaction - INFO - Epoch [55][860/3757] lr: 7.939e-02, eta: 3 days, 10:31:35, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4789, loss_cls: 3.6218, loss: 3.6218, grad_norm: 2.2728 2020-07-25 08:57:06,470 - mmaction - INFO - Epoch [55][880/3757] lr: 7.939e-02, eta: 3 days, 10:31:15, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4719, loss_cls: 3.6529, loss: 3.6529, grad_norm: 2.2338 2020-07-25 08:57:17,883 - mmaction - INFO - Epoch [55][900/3757] lr: 7.939e-02, eta: 3 days, 10:30:55, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4797, loss_cls: 3.6049, loss: 3.6049, grad_norm: 2.2618 2020-07-25 08:57:29,255 - mmaction - INFO - Epoch [55][920/3757] lr: 7.939e-02, eta: 3 days, 10:30:35, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4578, loss_cls: 3.6532, loss: 3.6532, grad_norm: 2.2706 2020-07-25 08:57:40,670 - mmaction - INFO - Epoch [55][940/3757] lr: 7.939e-02, eta: 3 days, 10:30:14, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4828, loss_cls: 3.6186, loss: 3.6186, grad_norm: 2.2796 2020-07-25 08:57:52,146 - mmaction - INFO - Epoch [55][960/3757] lr: 7.939e-02, eta: 3 days, 10:29:55, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4789, loss_cls: 3.5760, loss: 3.5760, grad_norm: 2.2653 2020-07-25 08:58:03,561 - mmaction - INFO - Epoch [55][980/3757] lr: 7.939e-02, eta: 3 days, 10:29:35, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4695, loss_cls: 3.5893, loss: 3.5893, grad_norm: 2.2624 2020-07-25 08:58:15,058 - mmaction - INFO - Epoch [55][1000/3757] lr: 7.939e-02, eta: 3 days, 10:29:15, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4586, loss_cls: 3.7024, loss: 3.7024, grad_norm: 2.2606 2020-07-25 08:58:26,612 - mmaction - INFO - Epoch [55][1020/3757] lr: 7.939e-02, eta: 3 days, 10:28:56, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4641, loss_cls: 3.7060, loss: 3.7060, grad_norm: 2.2446 2020-07-25 08:58:38,042 - mmaction - INFO - Epoch [55][1040/3757] lr: 7.939e-02, eta: 3 days, 10:28:36, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4836, loss_cls: 3.5615, loss: 3.5615, grad_norm: 2.2450 2020-07-25 08:58:49,500 - mmaction - INFO - Epoch [55][1060/3757] lr: 7.939e-02, eta: 3 days, 10:28:16, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4523, loss_cls: 3.6549, loss: 3.6549, grad_norm: 2.2821 2020-07-25 08:59:00,922 - mmaction - INFO - Epoch [55][1080/3757] lr: 7.939e-02, eta: 3 days, 10:27:56, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4992, loss_cls: 3.5416, loss: 3.5416, grad_norm: 2.2165 2020-07-25 08:59:12,355 - mmaction - INFO - Epoch [55][1100/3757] lr: 7.939e-02, eta: 3 days, 10:27:36, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4391, loss_cls: 3.7590, loss: 3.7590, grad_norm: 2.2317 2020-07-25 08:59:23,816 - mmaction - INFO - Epoch [55][1120/3757] lr: 7.939e-02, eta: 3 days, 10:27:16, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4789, loss_cls: 3.5415, loss: 3.5415, grad_norm: 2.2163 2020-07-25 08:59:35,298 - mmaction - INFO - Epoch [55][1140/3757] lr: 7.939e-02, eta: 3 days, 10:26:56, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4398, loss_cls: 3.6957, loss: 3.6957, grad_norm: 2.2355 2020-07-25 08:59:46,705 - mmaction - INFO - Epoch [55][1160/3757] lr: 7.939e-02, eta: 3 days, 10:26:36, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4867, loss_cls: 3.5388, loss: 3.5388, grad_norm: 2.2638 2020-07-25 08:59:58,212 - mmaction - INFO - Epoch [55][1180/3757] lr: 7.939e-02, eta: 3 days, 10:26:17, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4523, loss_cls: 3.7037, loss: 3.7037, grad_norm: 2.2675 2020-07-25 09:00:15,611 - mmaction - INFO - Epoch [55][1200/3757] lr: 7.939e-02, eta: 3 days, 10:26:35, time: 0.867, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4586, loss_cls: 3.6506, loss: 3.6506, grad_norm: 2.2663 2020-07-25 09:00:27,078 - mmaction - INFO - Epoch [55][1220/3757] lr: 7.939e-02, eta: 3 days, 10:26:16, time: 0.576, data_time: 0.007, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4562, loss_cls: 3.6533, loss: 3.6533, grad_norm: 2.2114 2020-07-25 09:00:38,520 - mmaction - INFO - Epoch [55][1240/3757] lr: 7.939e-02, eta: 3 days, 10:25:56, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4844, loss_cls: 3.5624, loss: 3.5624, grad_norm: 2.1858 2020-07-25 09:00:50,003 - mmaction - INFO - Epoch [55][1260/3757] lr: 7.939e-02, eta: 3 days, 10:25:36, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4633, loss_cls: 3.6928, loss: 3.6928, grad_norm: 2.2696 2020-07-25 09:01:01,396 - mmaction - INFO - Epoch [55][1280/3757] lr: 7.939e-02, eta: 3 days, 10:25:16, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4766, loss_cls: 3.6331, loss: 3.6331, grad_norm: 2.1944 2020-07-25 09:01:12,891 - mmaction - INFO - Epoch [55][1300/3757] lr: 7.939e-02, eta: 3 days, 10:24:56, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4695, loss_cls: 3.7057, loss: 3.7057, grad_norm: 2.1650 2020-07-25 09:01:24,331 - mmaction - INFO - Epoch [55][1320/3757] lr: 7.939e-02, eta: 3 days, 10:24:37, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4547, loss_cls: 3.6872, loss: 3.6872, grad_norm: 2.2295 2020-07-25 09:01:35,745 - mmaction - INFO - Epoch [55][1340/3757] lr: 7.939e-02, eta: 3 days, 10:24:16, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4891, loss_cls: 3.6081, loss: 3.6081, grad_norm: 2.2107 2020-07-25 09:01:47,346 - mmaction - INFO - Epoch [55][1360/3757] lr: 7.939e-02, eta: 3 days, 10:23:58, time: 0.580, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4625, loss_cls: 3.6805, loss: 3.6805, grad_norm: 2.2181 2020-07-25 09:01:58,821 - mmaction - INFO - Epoch [55][1380/3757] lr: 7.939e-02, eta: 3 days, 10:23:38, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4617, loss_cls: 3.6328, loss: 3.6328, grad_norm: 2.2527 2020-07-25 09:02:10,210 - mmaction - INFO - Epoch [55][1400/3757] lr: 7.939e-02, eta: 3 days, 10:23:18, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4578, loss_cls: 3.6401, loss: 3.6401, grad_norm: 2.2271 2020-07-25 09:02:21,658 - mmaction - INFO - Epoch [55][1420/3757] lr: 7.939e-02, eta: 3 days, 10:22:58, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4867, loss_cls: 3.5589, loss: 3.5589, grad_norm: 2.3030 2020-07-25 09:02:33,087 - mmaction - INFO - Epoch [55][1440/3757] lr: 7.939e-02, eta: 3 days, 10:22:38, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4602, loss_cls: 3.6796, loss: 3.6796, grad_norm: 2.3946 2020-07-25 09:02:44,504 - mmaction - INFO - Epoch [55][1460/3757] lr: 7.939e-02, eta: 3 days, 10:22:18, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4742, loss_cls: 3.6173, loss: 3.6173, grad_norm: 2.1823 2020-07-25 09:02:55,888 - mmaction - INFO - Epoch [55][1480/3757] lr: 7.939e-02, eta: 3 days, 10:21:58, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.2102, top5_acc: 0.4492, loss_cls: 3.7350, loss: 3.7350, grad_norm: 2.1907 2020-07-25 09:03:07,252 - mmaction - INFO - Epoch [55][1500/3757] lr: 7.939e-02, eta: 3 days, 10:21:37, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4906, loss_cls: 3.5711, loss: 3.5711, grad_norm: 2.2036 2020-07-25 09:03:18,648 - mmaction - INFO - Epoch [55][1520/3757] lr: 7.939e-02, eta: 3 days, 10:21:17, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4680, loss_cls: 3.6899, loss: 3.6899, grad_norm: 2.2304 2020-07-25 09:03:30,102 - mmaction - INFO - Epoch [55][1540/3757] lr: 7.939e-02, eta: 3 days, 10:20:57, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.5008, loss_cls: 3.5412, loss: 3.5412, grad_norm: 2.2361 2020-07-25 09:03:41,509 - mmaction - INFO - Epoch [55][1560/3757] lr: 7.939e-02, eta: 3 days, 10:20:37, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4773, loss_cls: 3.6024, loss: 3.6024, grad_norm: 2.2207 2020-07-25 09:03:52,954 - mmaction - INFO - Epoch [55][1580/3757] lr: 7.939e-02, eta: 3 days, 10:20:18, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4969, loss_cls: 3.5075, loss: 3.5075, grad_norm: 2.2510 2020-07-25 09:04:04,485 - mmaction - INFO - Epoch [55][1600/3757] lr: 7.939e-02, eta: 3 days, 10:19:58, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4633, loss_cls: 3.6511, loss: 3.6511, grad_norm: 2.2840 2020-07-25 09:04:15,916 - mmaction - INFO - Epoch [55][1620/3757] lr: 7.939e-02, eta: 3 days, 10:19:38, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4875, loss_cls: 3.5736, loss: 3.5736, grad_norm: 2.2727 2020-07-25 09:04:27,290 - mmaction - INFO - Epoch [55][1640/3757] lr: 7.939e-02, eta: 3 days, 10:19:18, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4461, loss_cls: 3.7791, loss: 3.7791, grad_norm: 2.2354 2020-07-25 09:04:38,721 - mmaction - INFO - Epoch [55][1660/3757] lr: 7.939e-02, eta: 3 days, 10:18:58, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4820, loss_cls: 3.5928, loss: 3.5928, grad_norm: 2.2039 2020-07-25 09:04:50,140 - mmaction - INFO - Epoch [55][1680/3757] lr: 7.939e-02, eta: 3 days, 10:18:38, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4969, loss_cls: 3.5921, loss: 3.5921, grad_norm: 2.2213 2020-07-25 09:05:01,613 - mmaction - INFO - Epoch [55][1700/3757] lr: 7.939e-02, eta: 3 days, 10:18:19, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4672, loss_cls: 3.6514, loss: 3.6514, grad_norm: 2.2290 2020-07-25 09:05:13,052 - mmaction - INFO - Epoch [55][1720/3757] lr: 7.939e-02, eta: 3 days, 10:17:59, time: 0.572, data_time: 0.001, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4805, loss_cls: 3.6017, loss: 3.6017, grad_norm: 2.2323 2020-07-25 09:05:24,543 - mmaction - INFO - Epoch [55][1740/3757] lr: 7.939e-02, eta: 3 days, 10:17:39, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4594, loss_cls: 3.6342, loss: 3.6342, grad_norm: 2.2588 2020-07-25 09:05:35,981 - mmaction - INFO - Epoch [55][1760/3757] lr: 7.939e-02, eta: 3 days, 10:17:20, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4633, loss_cls: 3.6727, loss: 3.6727, grad_norm: 2.2637 2020-07-25 09:05:47,448 - mmaction - INFO - Epoch [55][1780/3757] lr: 7.939e-02, eta: 3 days, 10:17:00, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4734, loss_cls: 3.6619, loss: 3.6619, grad_norm: 2.2890 2020-07-25 09:05:58,945 - mmaction - INFO - Epoch [55][1800/3757] lr: 7.939e-02, eta: 3 days, 10:16:41, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4883, loss_cls: 3.5865, loss: 3.5865, grad_norm: 2.2263 2020-07-25 09:06:10,389 - mmaction - INFO - Epoch [55][1820/3757] lr: 7.939e-02, eta: 3 days, 10:16:21, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4805, loss_cls: 3.6456, loss: 3.6456, grad_norm: 2.2246 2020-07-25 09:06:21,882 - mmaction - INFO - Epoch [55][1840/3757] lr: 7.939e-02, eta: 3 days, 10:16:01, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4609, loss_cls: 3.6241, loss: 3.6241, grad_norm: 2.2518 2020-07-25 09:06:33,366 - mmaction - INFO - Epoch [55][1860/3757] lr: 7.939e-02, eta: 3 days, 10:15:42, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4500, loss_cls: 3.6560, loss: 3.6560, grad_norm: 2.2933 2020-07-25 09:06:44,780 - mmaction - INFO - Epoch [55][1880/3757] lr: 7.939e-02, eta: 3 days, 10:15:22, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4758, loss_cls: 3.6542, loss: 3.6542, grad_norm: 2.2028 2020-07-25 09:06:56,118 - mmaction - INFO - Epoch [55][1900/3757] lr: 7.939e-02, eta: 3 days, 10:15:01, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4805, loss_cls: 3.6327, loss: 3.6327, grad_norm: 2.2252 2020-07-25 09:07:07,580 - mmaction - INFO - Epoch [55][1920/3757] lr: 7.939e-02, eta: 3 days, 10:14:42, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4820, loss_cls: 3.5902, loss: 3.5902, grad_norm: 2.2695 2020-07-25 09:07:18,956 - mmaction - INFO - Epoch [55][1940/3757] lr: 7.939e-02, eta: 3 days, 10:14:22, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4836, loss_cls: 3.6125, loss: 3.6125, grad_norm: 2.2279 2020-07-25 09:07:30,467 - mmaction - INFO - Epoch [55][1960/3757] lr: 7.939e-02, eta: 3 days, 10:14:02, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4555, loss_cls: 3.6665, loss: 3.6665, grad_norm: 2.2374 2020-07-25 09:07:41,862 - mmaction - INFO - Epoch [55][1980/3757] lr: 7.939e-02, eta: 3 days, 10:13:42, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4766, loss_cls: 3.6122, loss: 3.6122, grad_norm: 2.2414 2020-07-25 09:07:53,349 - mmaction - INFO - Epoch [55][2000/3757] lr: 7.939e-02, eta: 3 days, 10:13:23, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4539, loss_cls: 3.6937, loss: 3.6937, grad_norm: 2.2548 2020-07-25 09:08:04,752 - mmaction - INFO - Epoch [55][2020/3757] lr: 7.939e-02, eta: 3 days, 10:13:03, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4867, loss_cls: 3.5847, loss: 3.5847, grad_norm: 2.2081 2020-07-25 09:08:16,225 - mmaction - INFO - Epoch [55][2040/3757] lr: 7.939e-02, eta: 3 days, 10:12:43, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4836, loss_cls: 3.5903, loss: 3.5903, grad_norm: 2.1902 2020-07-25 09:08:27,724 - mmaction - INFO - Epoch [55][2060/3757] lr: 7.939e-02, eta: 3 days, 10:12:24, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4664, loss_cls: 3.6297, loss: 3.6297, grad_norm: 2.2416 2020-07-25 09:08:39,138 - mmaction - INFO - Epoch [55][2080/3757] lr: 7.939e-02, eta: 3 days, 10:12:04, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4648, loss_cls: 3.6531, loss: 3.6531, grad_norm: 2.2266 2020-07-25 09:08:50,629 - mmaction - INFO - Epoch [55][2100/3757] lr: 7.939e-02, eta: 3 days, 10:11:45, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4672, loss_cls: 3.6997, loss: 3.6997, grad_norm: 2.2424 2020-07-25 09:09:02,051 - mmaction - INFO - Epoch [55][2120/3757] lr: 7.939e-02, eta: 3 days, 10:11:25, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4703, loss_cls: 3.6009, loss: 3.6009, grad_norm: 2.3027 2020-07-25 09:09:13,423 - mmaction - INFO - Epoch [55][2140/3757] lr: 7.939e-02, eta: 3 days, 10:11:05, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4469, loss_cls: 3.7245, loss: 3.7245, grad_norm: 2.2200 2020-07-25 09:09:24,834 - mmaction - INFO - Epoch [55][2160/3757] lr: 7.939e-02, eta: 3 days, 10:10:45, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2031, top5_acc: 0.4609, loss_cls: 3.6889, loss: 3.6889, grad_norm: 2.2360 2020-07-25 09:09:36,365 - mmaction - INFO - Epoch [55][2180/3757] lr: 7.939e-02, eta: 3 days, 10:10:26, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4813, loss_cls: 3.6527, loss: 3.6527, grad_norm: 2.1764 2020-07-25 09:09:47,829 - mmaction - INFO - Epoch [55][2200/3757] lr: 7.939e-02, eta: 3 days, 10:10:06, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4398, loss_cls: 3.7375, loss: 3.7375, grad_norm: 2.2369 2020-07-25 09:09:59,228 - mmaction - INFO - Epoch [55][2220/3757] lr: 7.939e-02, eta: 3 days, 10:09:46, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4648, loss_cls: 3.6093, loss: 3.6093, grad_norm: 2.2001 2020-07-25 09:10:10,690 - mmaction - INFO - Epoch [55][2240/3757] lr: 7.939e-02, eta: 3 days, 10:09:27, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4750, loss_cls: 3.6573, loss: 3.6573, grad_norm: 2.2237 2020-07-25 09:10:22,158 - mmaction - INFO - Epoch [55][2260/3757] lr: 7.939e-02, eta: 3 days, 10:09:07, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4797, loss_cls: 3.6116, loss: 3.6116, grad_norm: 2.2968 2020-07-25 09:10:33,562 - mmaction - INFO - Epoch [55][2280/3757] lr: 7.939e-02, eta: 3 days, 10:08:47, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4828, loss_cls: 3.5789, loss: 3.5789, grad_norm: 2.3018 2020-07-25 09:10:45,012 - mmaction - INFO - Epoch [55][2300/3757] lr: 7.939e-02, eta: 3 days, 10:08:27, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4688, loss_cls: 3.6106, loss: 3.6106, grad_norm: 2.2316 2020-07-25 09:10:56,409 - mmaction - INFO - Epoch [55][2320/3757] lr: 7.939e-02, eta: 3 days, 10:08:08, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4875, loss_cls: 3.5796, loss: 3.5796, grad_norm: 2.2564 2020-07-25 09:11:07,837 - mmaction - INFO - Epoch [55][2340/3757] lr: 7.939e-02, eta: 3 days, 10:07:48, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4656, loss_cls: 3.6069, loss: 3.6069, grad_norm: 2.1891 2020-07-25 09:11:19,305 - mmaction - INFO - Epoch [55][2360/3757] lr: 7.939e-02, eta: 3 days, 10:07:28, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4539, loss_cls: 3.7152, loss: 3.7152, grad_norm: 2.2515 2020-07-25 09:11:30,721 - mmaction - INFO - Epoch [55][2380/3757] lr: 7.939e-02, eta: 3 days, 10:07:08, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.5016, loss_cls: 3.4972, loss: 3.4972, grad_norm: 2.1728 2020-07-25 09:11:42,131 - mmaction - INFO - Epoch [55][2400/3757] lr: 7.939e-02, eta: 3 days, 10:06:49, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4938, loss_cls: 3.5447, loss: 3.5447, grad_norm: 2.1971 2020-07-25 09:11:53,614 - mmaction - INFO - Epoch [55][2420/3757] lr: 7.939e-02, eta: 3 days, 10:06:29, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4445, loss_cls: 3.7337, loss: 3.7337, grad_norm: 2.2940 2020-07-25 09:12:04,920 - mmaction - INFO - Epoch [55][2440/3757] lr: 7.939e-02, eta: 3 days, 10:06:09, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4695, loss_cls: 3.6256, loss: 3.6256, grad_norm: 2.2247 2020-07-25 09:12:16,365 - mmaction - INFO - Epoch [55][2460/3757] lr: 7.939e-02, eta: 3 days, 10:05:49, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4586, loss_cls: 3.6481, loss: 3.6481, grad_norm: 2.2074 2020-07-25 09:12:27,824 - mmaction - INFO - Epoch [55][2480/3757] lr: 7.939e-02, eta: 3 days, 10:05:30, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4508, loss_cls: 3.7331, loss: 3.7331, grad_norm: 2.3018 2020-07-25 09:12:39,307 - mmaction - INFO - Epoch [55][2500/3757] lr: 7.939e-02, eta: 3 days, 10:05:10, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.5086, loss_cls: 3.5044, loss: 3.5044, grad_norm: 2.1702 2020-07-25 09:12:50,756 - mmaction - INFO - Epoch [55][2520/3757] lr: 7.939e-02, eta: 3 days, 10:04:51, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4914, loss_cls: 3.5711, loss: 3.5711, grad_norm: 2.2503 2020-07-25 09:13:02,260 - mmaction - INFO - Epoch [55][2540/3757] lr: 7.939e-02, eta: 3 days, 10:04:31, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4805, loss_cls: 3.6249, loss: 3.6249, grad_norm: 2.2329 2020-07-25 09:13:13,795 - mmaction - INFO - Epoch [55][2560/3757] lr: 7.939e-02, eta: 3 days, 10:04:12, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4719, loss_cls: 3.5825, loss: 3.5825, grad_norm: 2.2689 2020-07-25 09:13:25,176 - mmaction - INFO - Epoch [55][2580/3757] lr: 7.939e-02, eta: 3 days, 10:03:52, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4664, loss_cls: 3.6265, loss: 3.6265, grad_norm: 2.2379 2020-07-25 09:13:36,591 - mmaction - INFO - Epoch [55][2600/3757] lr: 7.939e-02, eta: 3 days, 10:03:33, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4750, loss_cls: 3.6748, loss: 3.6748, grad_norm: 2.2176 2020-07-25 09:13:48,006 - mmaction - INFO - Epoch [55][2620/3757] lr: 7.939e-02, eta: 3 days, 10:03:13, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4656, loss_cls: 3.6913, loss: 3.6913, grad_norm: 2.2446 2020-07-25 09:13:59,434 - mmaction - INFO - Epoch [55][2640/3757] lr: 7.939e-02, eta: 3 days, 10:02:53, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.5039, loss_cls: 3.4854, loss: 3.4854, grad_norm: 2.2331 2020-07-25 09:14:10,886 - mmaction - INFO - Epoch [55][2660/3757] lr: 7.939e-02, eta: 3 days, 10:02:34, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4648, loss_cls: 3.6572, loss: 3.6572, grad_norm: 2.3276 2020-07-25 09:14:22,346 - mmaction - INFO - Epoch [55][2680/3757] lr: 7.939e-02, eta: 3 days, 10:02:14, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4750, loss_cls: 3.6076, loss: 3.6076, grad_norm: 2.2312 2020-07-25 09:14:33,721 - mmaction - INFO - Epoch [55][2700/3757] lr: 7.939e-02, eta: 3 days, 10:01:54, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4680, loss_cls: 3.6655, loss: 3.6655, grad_norm: 2.2954 2020-07-25 09:14:45,090 - mmaction - INFO - Epoch [55][2720/3757] lr: 7.939e-02, eta: 3 days, 10:01:34, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4719, loss_cls: 3.6744, loss: 3.6744, grad_norm: 2.2727 2020-07-25 09:14:56,617 - mmaction - INFO - Epoch [55][2740/3757] lr: 7.939e-02, eta: 3 days, 10:01:15, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4680, loss_cls: 3.6479, loss: 3.6479, grad_norm: 2.2667 2020-07-25 09:15:08,052 - mmaction - INFO - Epoch [55][2760/3757] lr: 7.939e-02, eta: 3 days, 10:00:56, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4656, loss_cls: 3.6404, loss: 3.6404, grad_norm: 2.2786 2020-07-25 09:15:19,618 - mmaction - INFO - Epoch [55][2780/3757] lr: 7.939e-02, eta: 3 days, 10:00:37, time: 0.578, data_time: 0.004, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4562, loss_cls: 3.6675, loss: 3.6675, grad_norm: 2.2841 2020-07-25 09:15:31,131 - mmaction - INFO - Epoch [55][2800/3757] lr: 7.939e-02, eta: 3 days, 10:00:18, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4570, loss_cls: 3.6887, loss: 3.6887, grad_norm: 2.1967 2020-07-25 09:15:42,528 - mmaction - INFO - Epoch [55][2820/3757] lr: 7.939e-02, eta: 3 days, 9:59:58, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4711, loss_cls: 3.6525, loss: 3.6525, grad_norm: 2.2378 2020-07-25 09:15:53,915 - mmaction - INFO - Epoch [55][2840/3757] lr: 7.939e-02, eta: 3 days, 9:59:38, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4570, loss_cls: 3.6851, loss: 3.6851, grad_norm: 2.2648 2020-07-25 09:16:05,347 - mmaction - INFO - Epoch [55][2860/3757] lr: 7.939e-02, eta: 3 days, 9:59:18, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4773, loss_cls: 3.5730, loss: 3.5730, grad_norm: 2.2471 2020-07-25 09:16:16,797 - mmaction - INFO - Epoch [55][2880/3757] lr: 7.939e-02, eta: 3 days, 9:58:59, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2094, top5_acc: 0.4555, loss_cls: 3.7280, loss: 3.7280, grad_norm: 2.2271 2020-07-25 09:16:28,278 - mmaction - INFO - Epoch [55][2900/3757] lr: 7.939e-02, eta: 3 days, 9:58:40, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4742, loss_cls: 3.5741, loss: 3.5741, grad_norm: 2.1432 2020-07-25 09:16:39,700 - mmaction - INFO - Epoch [55][2920/3757] lr: 7.939e-02, eta: 3 days, 9:58:20, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4734, loss_cls: 3.6076, loss: 3.6076, grad_norm: 2.2545 2020-07-25 09:16:51,138 - mmaction - INFO - Epoch [55][2940/3757] lr: 7.939e-02, eta: 3 days, 9:58:00, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4633, loss_cls: 3.6235, loss: 3.6235, grad_norm: 2.2344 2020-07-25 09:17:02,513 - mmaction - INFO - Epoch [55][2960/3757] lr: 7.939e-02, eta: 3 days, 9:57:40, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4656, loss_cls: 3.6278, loss: 3.6278, grad_norm: 2.2159 2020-07-25 09:17:13,893 - mmaction - INFO - Epoch [55][2980/3757] lr: 7.939e-02, eta: 3 days, 9:57:20, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4727, loss_cls: 3.6045, loss: 3.6045, grad_norm: 2.2469 2020-07-25 09:17:25,383 - mmaction - INFO - Epoch [55][3000/3757] lr: 7.939e-02, eta: 3 days, 9:57:01, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4766, loss_cls: 3.6439, loss: 3.6439, grad_norm: 2.2403 2020-07-25 09:17:36,821 - mmaction - INFO - Epoch [55][3020/3757] lr: 7.939e-02, eta: 3 days, 9:56:42, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4547, loss_cls: 3.6924, loss: 3.6924, grad_norm: 2.2691 2020-07-25 09:17:48,169 - mmaction - INFO - Epoch [55][3040/3757] lr: 7.939e-02, eta: 3 days, 9:56:22, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4875, loss_cls: 3.5653, loss: 3.5653, grad_norm: 2.2401 2020-07-25 09:17:59,648 - mmaction - INFO - Epoch [55][3060/3757] lr: 7.939e-02, eta: 3 days, 9:56:02, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4852, loss_cls: 3.5795, loss: 3.5795, grad_norm: 2.2266 2020-07-25 09:18:10,949 - mmaction - INFO - Epoch [55][3080/3757] lr: 7.939e-02, eta: 3 days, 9:55:42, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4562, loss_cls: 3.6861, loss: 3.6861, grad_norm: 2.2394 2020-07-25 09:18:22,494 - mmaction - INFO - Epoch [55][3100/3757] lr: 7.939e-02, eta: 3 days, 9:55:23, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4672, loss_cls: 3.6797, loss: 3.6797, grad_norm: 2.1941 2020-07-25 09:18:33,978 - mmaction - INFO - Epoch [55][3120/3757] lr: 7.939e-02, eta: 3 days, 9:55:04, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5016, loss_cls: 3.4561, loss: 3.4561, grad_norm: 2.1218 2020-07-25 09:18:45,479 - mmaction - INFO - Epoch [55][3140/3757] lr: 7.939e-02, eta: 3 days, 9:54:45, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.2578, top5_acc: 0.4891, loss_cls: 3.5698, loss: 3.5698, grad_norm: 2.2941 2020-07-25 09:18:56,916 - mmaction - INFO - Epoch [55][3160/3757] lr: 7.939e-02, eta: 3 days, 9:54:25, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4477, loss_cls: 3.6885, loss: 3.6885, grad_norm: 2.3292 2020-07-25 09:19:08,303 - mmaction - INFO - Epoch [55][3180/3757] lr: 7.939e-02, eta: 3 days, 9:54:05, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4586, loss_cls: 3.7106, loss: 3.7106, grad_norm: 2.2225 2020-07-25 09:19:19,760 - mmaction - INFO - Epoch [55][3200/3757] lr: 7.939e-02, eta: 3 days, 9:53:46, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4781, loss_cls: 3.6633, loss: 3.6633, grad_norm: 2.2040 2020-07-25 09:19:31,184 - mmaction - INFO - Epoch [55][3220/3757] lr: 7.939e-02, eta: 3 days, 9:53:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4672, loss_cls: 3.6346, loss: 3.6346, grad_norm: 2.1904 2020-07-25 09:19:42,639 - mmaction - INFO - Epoch [55][3240/3757] lr: 7.939e-02, eta: 3 days, 9:53:07, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4844, loss_cls: 3.6074, loss: 3.6074, grad_norm: 2.2641 2020-07-25 09:19:54,082 - mmaction - INFO - Epoch [55][3260/3757] lr: 7.939e-02, eta: 3 days, 9:52:48, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4648, loss_cls: 3.6901, loss: 3.6901, grad_norm: 2.2367 2020-07-25 09:20:05,538 - mmaction - INFO - Epoch [55][3280/3757] lr: 7.939e-02, eta: 3 days, 9:52:28, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4648, loss_cls: 3.6052, loss: 3.6052, grad_norm: 2.2035 2020-07-25 09:20:16,948 - mmaction - INFO - Epoch [55][3300/3757] lr: 7.939e-02, eta: 3 days, 9:52:09, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4602, loss_cls: 3.6646, loss: 3.6646, grad_norm: 2.2349 2020-07-25 09:20:28,357 - mmaction - INFO - Epoch [55][3320/3757] lr: 7.939e-02, eta: 3 days, 9:51:49, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4609, loss_cls: 3.6507, loss: 3.6507, grad_norm: 2.1733 2020-07-25 09:20:39,702 - mmaction - INFO - Epoch [55][3340/3757] lr: 7.939e-02, eta: 3 days, 9:51:29, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4586, loss_cls: 3.6788, loss: 3.6788, grad_norm: 2.2049 2020-07-25 09:20:51,230 - mmaction - INFO - Epoch [55][3360/3757] lr: 7.939e-02, eta: 3 days, 9:51:10, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.4953, loss_cls: 3.5137, loss: 3.5137, grad_norm: 2.1552 2020-07-25 09:21:02,625 - mmaction - INFO - Epoch [55][3380/3757] lr: 7.939e-02, eta: 3 days, 9:50:50, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5078, loss_cls: 3.5022, loss: 3.5022, grad_norm: 2.2365 2020-07-25 09:21:14,048 - mmaction - INFO - Epoch [55][3400/3757] lr: 7.939e-02, eta: 3 days, 9:50:31, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4609, loss_cls: 3.6652, loss: 3.6652, grad_norm: 2.2201 2020-07-25 09:21:25,469 - mmaction - INFO - Epoch [55][3420/3757] lr: 7.939e-02, eta: 3 days, 9:50:11, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4672, loss_cls: 3.6850, loss: 3.6850, grad_norm: 2.2070 2020-07-25 09:21:36,870 - mmaction - INFO - Epoch [55][3440/3757] lr: 7.939e-02, eta: 3 days, 9:49:51, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4680, loss_cls: 3.6848, loss: 3.6848, grad_norm: 2.2170 2020-07-25 09:21:48,347 - mmaction - INFO - Epoch [55][3460/3757] lr: 7.939e-02, eta: 3 days, 9:49:32, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.5008, loss_cls: 3.5613, loss: 3.5613, grad_norm: 2.2101 2020-07-25 09:21:59,750 - mmaction - INFO - Epoch [55][3480/3757] lr: 7.939e-02, eta: 3 days, 9:49:13, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4727, loss_cls: 3.5921, loss: 3.5921, grad_norm: 2.2167 2020-07-25 09:22:11,269 - mmaction - INFO - Epoch [55][3500/3757] lr: 7.939e-02, eta: 3 days, 9:48:54, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4492, loss_cls: 3.7585, loss: 3.7585, grad_norm: 2.2326 2020-07-25 09:22:22,745 - mmaction - INFO - Epoch [55][3520/3757] lr: 7.939e-02, eta: 3 days, 9:48:35, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4625, loss_cls: 3.6548, loss: 3.6548, grad_norm: 2.2460 2020-07-25 09:22:34,285 - mmaction - INFO - Epoch [55][3540/3757] lr: 7.939e-02, eta: 3 days, 9:48:16, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4633, loss_cls: 3.6315, loss: 3.6315, grad_norm: 2.2445 2020-07-25 09:22:45,774 - mmaction - INFO - Epoch [55][3560/3757] lr: 7.939e-02, eta: 3 days, 9:47:57, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4570, loss_cls: 3.6518, loss: 3.6518, grad_norm: 2.2141 2020-07-25 09:22:57,184 - mmaction - INFO - Epoch [55][3580/3757] lr: 7.939e-02, eta: 3 days, 9:47:37, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4539, loss_cls: 3.6747, loss: 3.6747, grad_norm: 2.2036 2020-07-25 09:23:08,692 - mmaction - INFO - Epoch [55][3600/3757] lr: 7.939e-02, eta: 3 days, 9:47:18, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4789, loss_cls: 3.5651, loss: 3.5651, grad_norm: 2.2491 2020-07-25 09:23:20,369 - mmaction - INFO - Epoch [55][3620/3757] lr: 7.939e-02, eta: 3 days, 9:47:00, time: 0.584, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4914, loss_cls: 3.5595, loss: 3.5595, grad_norm: 2.1764 2020-07-25 09:23:31,747 - mmaction - INFO - Epoch [55][3640/3757] lr: 7.939e-02, eta: 3 days, 9:46:40, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4711, loss_cls: 3.6535, loss: 3.6535, grad_norm: 2.2608 2020-07-25 09:23:43,224 - mmaction - INFO - Epoch [55][3660/3757] lr: 7.939e-02, eta: 3 days, 9:46:21, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4531, loss_cls: 3.7058, loss: 3.7058, grad_norm: 2.2640 2020-07-25 09:23:54,680 - mmaction - INFO - Epoch [55][3680/3757] lr: 7.939e-02, eta: 3 days, 9:46:02, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4664, loss_cls: 3.6224, loss: 3.6224, grad_norm: 2.1548 2020-07-25 09:24:06,071 - mmaction - INFO - Epoch [55][3700/3757] lr: 7.939e-02, eta: 3 days, 9:45:42, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4836, loss_cls: 3.6044, loss: 3.6044, grad_norm: 2.1953 2020-07-25 09:24:17,438 - mmaction - INFO - Epoch [55][3720/3757] lr: 7.939e-02, eta: 3 days, 9:45:22, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4773, loss_cls: 3.6444, loss: 3.6444, grad_norm: 2.2280 2020-07-25 09:24:28,935 - mmaction - INFO - Epoch [55][3740/3757] lr: 7.939e-02, eta: 3 days, 9:45:03, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4914, loss_cls: 3.5199, loss: 3.5199, grad_norm: 2.2252 2020-07-25 09:24:46,142 - mmaction - INFO - Saving checkpoint at 55 epochs 2020-07-25 09:27:45,467 - mmaction - INFO - Epoch [56][20/3757] lr: 7.868e-02, eta: 3 days, 10:00:43, time: 8.861, data_time: 8.166, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4602, loss_cls: 3.6267, loss: 3.6267, grad_norm: 2.2545 2020-07-25 09:27:56,751 - mmaction - INFO - Epoch [56][40/3757] lr: 7.868e-02, eta: 3 days, 10:00:22, time: 0.564, data_time: 0.001, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4758, loss_cls: 3.5608, loss: 3.5608, grad_norm: 2.2023 2020-07-25 09:28:08,030 - mmaction - INFO - Epoch [56][60/3757] lr: 7.868e-02, eta: 3 days, 10:00:01, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4609, loss_cls: 3.6472, loss: 3.6472, grad_norm: 2.3022 2020-07-25 09:28:19,547 - mmaction - INFO - Epoch [56][80/3757] lr: 7.868e-02, eta: 3 days, 9:59:42, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4492, loss_cls: 3.6656, loss: 3.6656, grad_norm: 2.2545 2020-07-25 09:28:30,975 - mmaction - INFO - Epoch [56][100/3757] lr: 7.868e-02, eta: 3 days, 9:59:22, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4813, loss_cls: 3.5333, loss: 3.5333, grad_norm: 2.2259 2020-07-25 09:28:42,301 - mmaction - INFO - Epoch [56][120/3757] lr: 7.868e-02, eta: 3 days, 9:59:02, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2102, top5_acc: 0.4578, loss_cls: 3.7108, loss: 3.7108, grad_norm: 2.2466 2020-07-25 09:28:53,588 - mmaction - INFO - Epoch [56][140/3757] lr: 7.868e-02, eta: 3 days, 9:58:42, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4758, loss_cls: 3.6390, loss: 3.6390, grad_norm: 2.2015 2020-07-25 09:29:04,944 - mmaction - INFO - Epoch [56][160/3757] lr: 7.868e-02, eta: 3 days, 9:58:21, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.4797, loss_cls: 3.5788, loss: 3.5788, grad_norm: 2.2610 2020-07-25 09:29:16,362 - mmaction - INFO - Epoch [56][180/3757] lr: 7.868e-02, eta: 3 days, 9:58:02, time: 0.571, data_time: 0.008, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4836, loss_cls: 3.5497, loss: 3.5497, grad_norm: 2.2541 2020-07-25 09:29:27,759 - mmaction - INFO - Epoch [56][200/3757] lr: 7.868e-02, eta: 3 days, 9:57:42, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4578, loss_cls: 3.7191, loss: 3.7191, grad_norm: 2.3215 2020-07-25 09:29:39,129 - mmaction - INFO - Epoch [56][220/3757] lr: 7.868e-02, eta: 3 days, 9:57:22, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4898, loss_cls: 3.5765, loss: 3.5765, grad_norm: 2.2294 2020-07-25 09:29:50,483 - mmaction - INFO - Epoch [56][240/3757] lr: 7.868e-02, eta: 3 days, 9:57:02, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4719, loss_cls: 3.5994, loss: 3.5994, grad_norm: 2.2833 2020-07-25 09:30:01,767 - mmaction - INFO - Epoch [56][260/3757] lr: 7.868e-02, eta: 3 days, 9:56:41, time: 0.564, data_time: 0.002, memory: 5232, top1_acc: 0.2633, top5_acc: 0.4820, loss_cls: 3.5584, loss: 3.5584, grad_norm: 2.2303 2020-07-25 09:30:13,132 - mmaction - INFO - Epoch [56][280/3757] lr: 7.868e-02, eta: 3 days, 9:56:21, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2086, top5_acc: 0.4594, loss_cls: 3.6948, loss: 3.6948, grad_norm: 2.2760 2020-07-25 09:30:24,442 - mmaction - INFO - Epoch [56][300/3757] lr: 7.868e-02, eta: 3 days, 9:56:00, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4664, loss_cls: 3.6196, loss: 3.6196, grad_norm: 2.2240 2020-07-25 09:30:35,836 - mmaction - INFO - Epoch [56][320/3757] lr: 7.868e-02, eta: 3 days, 9:55:40, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4797, loss_cls: 3.6372, loss: 3.6372, grad_norm: 2.2849 2020-07-25 09:30:47,296 - mmaction - INFO - Epoch [56][340/3757] lr: 7.868e-02, eta: 3 days, 9:55:21, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4656, loss_cls: 3.6864, loss: 3.6864, grad_norm: 2.2836 2020-07-25 09:30:58,692 - mmaction - INFO - Epoch [56][360/3757] lr: 7.868e-02, eta: 3 days, 9:55:01, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4898, loss_cls: 3.5375, loss: 3.5375, grad_norm: 2.2753 2020-07-25 09:31:10,061 - mmaction - INFO - Epoch [56][380/3757] lr: 7.868e-02, eta: 3 days, 9:54:41, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4805, loss_cls: 3.5772, loss: 3.5772, grad_norm: 2.2822 2020-07-25 09:31:21,396 - mmaction - INFO - Epoch [56][400/3757] lr: 7.868e-02, eta: 3 days, 9:54:21, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4953, loss_cls: 3.5519, loss: 3.5519, grad_norm: 2.2557 2020-07-25 09:31:32,811 - mmaction - INFO - Epoch [56][420/3757] lr: 7.868e-02, eta: 3 days, 9:54:01, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4555, loss_cls: 3.6968, loss: 3.6968, grad_norm: 2.3072 2020-07-25 09:31:44,172 - mmaction - INFO - Epoch [56][440/3757] lr: 7.868e-02, eta: 3 days, 9:53:41, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4750, loss_cls: 3.5961, loss: 3.5961, grad_norm: 2.2968 2020-07-25 09:31:55,638 - mmaction - INFO - Epoch [56][460/3757] lr: 7.868e-02, eta: 3 days, 9:53:22, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4680, loss_cls: 3.6515, loss: 3.6515, grad_norm: 2.3345 2020-07-25 09:32:06,963 - mmaction - INFO - Epoch [56][480/3757] lr: 7.868e-02, eta: 3 days, 9:53:01, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.5109, loss_cls: 3.5399, loss: 3.5399, grad_norm: 2.2460 2020-07-25 09:32:18,388 - mmaction - INFO - Epoch [56][500/3757] lr: 7.868e-02, eta: 3 days, 9:52:42, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.4852, loss_cls: 3.6018, loss: 3.6018, grad_norm: 2.2815 2020-07-25 09:32:29,794 - mmaction - INFO - Epoch [56][520/3757] lr: 7.868e-02, eta: 3 days, 9:52:22, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4625, loss_cls: 3.6769, loss: 3.6769, grad_norm: 2.2689 2020-07-25 09:32:41,172 - mmaction - INFO - Epoch [56][540/3757] lr: 7.868e-02, eta: 3 days, 9:52:02, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4672, loss_cls: 3.6590, loss: 3.6590, grad_norm: 2.2259 2020-07-25 09:32:52,590 - mmaction - INFO - Epoch [56][560/3757] lr: 7.868e-02, eta: 3 days, 9:51:42, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2445, top5_acc: 0.5000, loss_cls: 3.5386, loss: 3.5386, grad_norm: 2.2457 2020-07-25 09:33:04,007 - mmaction - INFO - Epoch [56][580/3757] lr: 7.868e-02, eta: 3 days, 9:51:23, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4484, loss_cls: 3.7212, loss: 3.7212, grad_norm: 2.3046 2020-07-25 09:33:15,527 - mmaction - INFO - Epoch [56][600/3757] lr: 7.868e-02, eta: 3 days, 9:51:04, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4805, loss_cls: 3.5964, loss: 3.5964, grad_norm: 2.2546 2020-07-25 09:33:26,892 - mmaction - INFO - Epoch [56][620/3757] lr: 7.868e-02, eta: 3 days, 9:50:44, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4797, loss_cls: 3.5989, loss: 3.5989, grad_norm: 2.2074 2020-07-25 09:33:38,388 - mmaction - INFO - Epoch [56][640/3757] lr: 7.868e-02, eta: 3 days, 9:50:25, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4742, loss_cls: 3.5100, loss: 3.5100, grad_norm: 2.2068 2020-07-25 09:33:49,823 - mmaction - INFO - Epoch [56][660/3757] lr: 7.868e-02, eta: 3 days, 9:50:05, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4813, loss_cls: 3.5985, loss: 3.5985, grad_norm: 2.3332 2020-07-25 09:34:01,172 - mmaction - INFO - Epoch [56][680/3757] lr: 7.868e-02, eta: 3 days, 9:49:45, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4562, loss_cls: 3.6905, loss: 3.6905, grad_norm: 2.2212 2020-07-25 09:34:12,698 - mmaction - INFO - Epoch [56][700/3757] lr: 7.868e-02, eta: 3 days, 9:49:26, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4969, loss_cls: 3.5862, loss: 3.5862, grad_norm: 2.2117 2020-07-25 09:34:24,216 - mmaction - INFO - Epoch [56][720/3757] lr: 7.868e-02, eta: 3 days, 9:49:07, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4750, loss_cls: 3.5540, loss: 3.5540, grad_norm: 2.2551 2020-07-25 09:34:35,613 - mmaction - INFO - Epoch [56][740/3757] lr: 7.868e-02, eta: 3 days, 9:48:47, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4672, loss_cls: 3.6669, loss: 3.6669, grad_norm: 2.3663 2020-07-25 09:34:47,053 - mmaction - INFO - Epoch [56][760/3757] lr: 7.868e-02, eta: 3 days, 9:48:28, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4750, loss_cls: 3.6421, loss: 3.6421, grad_norm: 2.2252 2020-07-25 09:34:58,510 - mmaction - INFO - Epoch [56][780/3757] lr: 7.868e-02, eta: 3 days, 9:48:08, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4695, loss_cls: 3.6438, loss: 3.6438, grad_norm: 2.2137 2020-07-25 09:35:09,911 - mmaction - INFO - Epoch [56][800/3757] lr: 7.868e-02, eta: 3 days, 9:47:48, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4602, loss_cls: 3.6538, loss: 3.6538, grad_norm: 2.2633 2020-07-25 09:35:21,407 - mmaction - INFO - Epoch [56][820/3757] lr: 7.868e-02, eta: 3 days, 9:47:29, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4656, loss_cls: 3.6747, loss: 3.6747, grad_norm: 2.1927 2020-07-25 09:35:32,837 - mmaction - INFO - Epoch [56][840/3757] lr: 7.868e-02, eta: 3 days, 9:47:10, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4828, loss_cls: 3.5782, loss: 3.5782, grad_norm: 2.2040 2020-07-25 09:35:44,261 - mmaction - INFO - Epoch [56][860/3757] lr: 7.868e-02, eta: 3 days, 9:46:50, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4859, loss_cls: 3.6313, loss: 3.6313, grad_norm: 2.2548 2020-07-25 09:35:55,692 - mmaction - INFO - Epoch [56][880/3757] lr: 7.868e-02, eta: 3 days, 9:46:31, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4703, loss_cls: 3.6771, loss: 3.6771, grad_norm: 2.2300 2020-07-25 09:36:07,079 - mmaction - INFO - Epoch [56][900/3757] lr: 7.868e-02, eta: 3 days, 9:46:11, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4852, loss_cls: 3.5763, loss: 3.5763, grad_norm: 2.2939 2020-07-25 09:36:18,475 - mmaction - INFO - Epoch [56][920/3757] lr: 7.868e-02, eta: 3 days, 9:45:51, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4867, loss_cls: 3.5959, loss: 3.5959, grad_norm: 2.2906 2020-07-25 09:36:29,889 - mmaction - INFO - Epoch [56][940/3757] lr: 7.868e-02, eta: 3 days, 9:45:32, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4688, loss_cls: 3.6469, loss: 3.6469, grad_norm: 2.2833 2020-07-25 09:36:41,268 - mmaction - INFO - Epoch [56][960/3757] lr: 7.868e-02, eta: 3 days, 9:45:12, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4711, loss_cls: 3.6157, loss: 3.6157, grad_norm: 2.2871 2020-07-25 09:36:52,760 - mmaction - INFO - Epoch [56][980/3757] lr: 7.868e-02, eta: 3 days, 9:44:53, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4695, loss_cls: 3.6258, loss: 3.6258, grad_norm: 2.1595 2020-07-25 09:37:04,240 - mmaction - INFO - Epoch [56][1000/3757] lr: 7.868e-02, eta: 3 days, 9:44:33, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4820, loss_cls: 3.6291, loss: 3.6291, grad_norm: 2.2524 2020-07-25 09:37:15,611 - mmaction - INFO - Epoch [56][1020/3757] lr: 7.868e-02, eta: 3 days, 9:44:13, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4547, loss_cls: 3.6444, loss: 3.6444, grad_norm: 2.2496 2020-07-25 09:37:27,130 - mmaction - INFO - Epoch [56][1040/3757] lr: 7.868e-02, eta: 3 days, 9:43:55, time: 0.576, data_time: 0.010, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4602, loss_cls: 3.6442, loss: 3.6442, grad_norm: 2.2443 2020-07-25 09:37:38,605 - mmaction - INFO - Epoch [56][1060/3757] lr: 7.868e-02, eta: 3 days, 9:43:35, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4664, loss_cls: 3.6363, loss: 3.6363, grad_norm: 2.1718 2020-07-25 09:37:50,074 - mmaction - INFO - Epoch [56][1080/3757] lr: 7.868e-02, eta: 3 days, 9:43:16, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4688, loss_cls: 3.6448, loss: 3.6448, grad_norm: 2.2004 2020-07-25 09:38:01,511 - mmaction - INFO - Epoch [56][1100/3757] lr: 7.868e-02, eta: 3 days, 9:42:57, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4734, loss_cls: 3.6217, loss: 3.6217, grad_norm: 2.2449 2020-07-25 09:38:12,978 - mmaction - INFO - Epoch [56][1120/3757] lr: 7.868e-02, eta: 3 days, 9:42:37, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2094, top5_acc: 0.4719, loss_cls: 3.6631, loss: 3.6631, grad_norm: 2.2429 2020-07-25 09:38:24,461 - mmaction - INFO - Epoch [56][1140/3757] lr: 7.868e-02, eta: 3 days, 9:42:18, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4789, loss_cls: 3.5936, loss: 3.5936, grad_norm: 2.2915 2020-07-25 09:38:35,919 - mmaction - INFO - Epoch [56][1160/3757] lr: 7.868e-02, eta: 3 days, 9:41:59, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4773, loss_cls: 3.5619, loss: 3.5619, grad_norm: 2.2504 2020-07-25 09:38:47,376 - mmaction - INFO - Epoch [56][1180/3757] lr: 7.868e-02, eta: 3 days, 9:41:40, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4711, loss_cls: 3.6721, loss: 3.6721, grad_norm: 2.2648 2020-07-25 09:38:58,833 - mmaction - INFO - Epoch [56][1200/3757] lr: 7.868e-02, eta: 3 days, 9:41:20, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4828, loss_cls: 3.6451, loss: 3.6451, grad_norm: 2.2487 2020-07-25 09:39:10,270 - mmaction - INFO - Epoch [56][1220/3757] lr: 7.868e-02, eta: 3 days, 9:41:01, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4742, loss_cls: 3.6045, loss: 3.6045, grad_norm: 2.2639 2020-07-25 09:39:21,712 - mmaction - INFO - Epoch [56][1240/3757] lr: 7.868e-02, eta: 3 days, 9:40:42, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4750, loss_cls: 3.6885, loss: 3.6885, grad_norm: 2.1975 2020-07-25 09:39:33,188 - mmaction - INFO - Epoch [56][1260/3757] lr: 7.868e-02, eta: 3 days, 9:40:22, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.4805, loss_cls: 3.5512, loss: 3.5512, grad_norm: 2.2732 2020-07-25 09:39:44,759 - mmaction - INFO - Epoch [56][1280/3757] lr: 7.868e-02, eta: 3 days, 9:40:04, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4758, loss_cls: 3.6951, loss: 3.6951, grad_norm: 2.3377 2020-07-25 09:39:56,185 - mmaction - INFO - Epoch [56][1300/3757] lr: 7.868e-02, eta: 3 days, 9:39:44, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4641, loss_cls: 3.6534, loss: 3.6534, grad_norm: 2.2395 2020-07-25 09:40:07,582 - mmaction - INFO - Epoch [56][1320/3757] lr: 7.868e-02, eta: 3 days, 9:39:25, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.4758, loss_cls: 3.5667, loss: 3.5667, grad_norm: 2.2432 2020-07-25 09:40:19,023 - mmaction - INFO - Epoch [56][1340/3757] lr: 7.868e-02, eta: 3 days, 9:39:05, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4891, loss_cls: 3.6650, loss: 3.6650, grad_norm: 2.2904 2020-07-25 09:40:30,503 - mmaction - INFO - Epoch [56][1360/3757] lr: 7.868e-02, eta: 3 days, 9:38:46, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4813, loss_cls: 3.5726, loss: 3.5726, grad_norm: 2.1930 2020-07-25 09:40:41,933 - mmaction - INFO - Epoch [56][1380/3757] lr: 7.868e-02, eta: 3 days, 9:38:27, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4766, loss_cls: 3.6070, loss: 3.6070, grad_norm: 2.2298 2020-07-25 09:40:53,410 - mmaction - INFO - Epoch [56][1400/3757] lr: 7.868e-02, eta: 3 days, 9:38:08, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4883, loss_cls: 3.5171, loss: 3.5171, grad_norm: 2.2494 2020-07-25 09:41:04,778 - mmaction - INFO - Epoch [56][1420/3757] lr: 7.868e-02, eta: 3 days, 9:37:48, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2086, top5_acc: 0.4406, loss_cls: 3.7903, loss: 3.7903, grad_norm: 2.2993 2020-07-25 09:41:16,256 - mmaction - INFO - Epoch [56][1440/3757] lr: 7.868e-02, eta: 3 days, 9:37:29, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4648, loss_cls: 3.6498, loss: 3.6498, grad_norm: 2.2053 2020-07-25 09:41:27,605 - mmaction - INFO - Epoch [56][1460/3757] lr: 7.868e-02, eta: 3 days, 9:37:09, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4789, loss_cls: 3.5751, loss: 3.5751, grad_norm: 2.2565 2020-07-25 09:41:39,128 - mmaction - INFO - Epoch [56][1480/3757] lr: 7.868e-02, eta: 3 days, 9:36:50, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4711, loss_cls: 3.6358, loss: 3.6358, grad_norm: 2.3284 2020-07-25 09:41:50,601 - mmaction - INFO - Epoch [56][1500/3757] lr: 7.868e-02, eta: 3 days, 9:36:31, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4938, loss_cls: 3.5927, loss: 3.5927, grad_norm: 2.2261 2020-07-25 09:42:02,029 - mmaction - INFO - Epoch [56][1520/3757] lr: 7.868e-02, eta: 3 days, 9:36:11, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4703, loss_cls: 3.6783, loss: 3.6783, grad_norm: 2.2769 2020-07-25 09:42:13,471 - mmaction - INFO - Epoch [56][1540/3757] lr: 7.868e-02, eta: 3 days, 9:35:52, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4703, loss_cls: 3.6767, loss: 3.6767, grad_norm: 2.3006 2020-07-25 09:42:24,865 - mmaction - INFO - Epoch [56][1560/3757] lr: 7.868e-02, eta: 3 days, 9:35:32, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4898, loss_cls: 3.5823, loss: 3.5823, grad_norm: 2.2272 2020-07-25 09:42:36,235 - mmaction - INFO - Epoch [56][1580/3757] lr: 7.868e-02, eta: 3 days, 9:35:13, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4758, loss_cls: 3.5418, loss: 3.5418, grad_norm: 2.2303 2020-07-25 09:42:47,739 - mmaction - INFO - Epoch [56][1600/3757] lr: 7.868e-02, eta: 3 days, 9:34:54, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4656, loss_cls: 3.6496, loss: 3.6496, grad_norm: 2.2490 2020-07-25 09:42:59,182 - mmaction - INFO - Epoch [56][1620/3757] lr: 7.868e-02, eta: 3 days, 9:34:34, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4930, loss_cls: 3.6399, loss: 3.6399, grad_norm: 2.2632 2020-07-25 09:43:10,696 - mmaction - INFO - Epoch [56][1640/3757] lr: 7.868e-02, eta: 3 days, 9:34:15, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4969, loss_cls: 3.5467, loss: 3.5467, grad_norm: 2.2317 2020-07-25 09:43:22,079 - mmaction - INFO - Epoch [56][1660/3757] lr: 7.868e-02, eta: 3 days, 9:33:56, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4641, loss_cls: 3.6731, loss: 3.6731, grad_norm: 2.2223 2020-07-25 09:43:33,454 - mmaction - INFO - Epoch [56][1680/3757] lr: 7.868e-02, eta: 3 days, 9:33:36, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4758, loss_cls: 3.6188, loss: 3.6188, grad_norm: 2.2153 2020-07-25 09:43:44,916 - mmaction - INFO - Epoch [56][1700/3757] lr: 7.868e-02, eta: 3 days, 9:33:17, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4617, loss_cls: 3.6342, loss: 3.6342, grad_norm: 2.2975 2020-07-25 09:43:56,337 - mmaction - INFO - Epoch [56][1720/3757] lr: 7.868e-02, eta: 3 days, 9:32:58, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2094, top5_acc: 0.4500, loss_cls: 3.7116, loss: 3.7116, grad_norm: 2.2527 2020-07-25 09:44:07,823 - mmaction - INFO - Epoch [56][1740/3757] lr: 7.868e-02, eta: 3 days, 9:32:38, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4594, loss_cls: 3.7018, loss: 3.7018, grad_norm: 2.2245 2020-07-25 09:44:19,222 - mmaction - INFO - Epoch [56][1760/3757] lr: 7.868e-02, eta: 3 days, 9:32:19, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4570, loss_cls: 3.6986, loss: 3.6986, grad_norm: 2.2349 2020-07-25 09:44:30,642 - mmaction - INFO - Epoch [56][1780/3757] lr: 7.868e-02, eta: 3 days, 9:32:00, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4672, loss_cls: 3.6525, loss: 3.6525, grad_norm: 2.2185 2020-07-25 09:44:42,084 - mmaction - INFO - Epoch [56][1800/3757] lr: 7.868e-02, eta: 3 days, 9:31:40, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4555, loss_cls: 3.7050, loss: 3.7050, grad_norm: 2.2908 2020-07-25 09:44:53,487 - mmaction - INFO - Epoch [56][1820/3757] lr: 7.868e-02, eta: 3 days, 9:31:21, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2086, top5_acc: 0.4695, loss_cls: 3.6844, loss: 3.6844, grad_norm: 2.2185 2020-07-25 09:45:04,922 - mmaction - INFO - Epoch [56][1840/3757] lr: 7.868e-02, eta: 3 days, 9:31:01, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4562, loss_cls: 3.6801, loss: 3.6801, grad_norm: 2.2851 2020-07-25 09:45:16,368 - mmaction - INFO - Epoch [56][1860/3757] lr: 7.868e-02, eta: 3 days, 9:30:42, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4617, loss_cls: 3.6492, loss: 3.6492, grad_norm: 2.2766 2020-07-25 09:45:27,797 - mmaction - INFO - Epoch [56][1880/3757] lr: 7.868e-02, eta: 3 days, 9:30:23, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4883, loss_cls: 3.5453, loss: 3.5453, grad_norm: 2.2285 2020-07-25 09:45:39,160 - mmaction - INFO - Epoch [56][1900/3757] lr: 7.868e-02, eta: 3 days, 9:30:03, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4617, loss_cls: 3.6950, loss: 3.6950, grad_norm: 2.2516 2020-07-25 09:45:50,631 - mmaction - INFO - Epoch [56][1920/3757] lr: 7.868e-02, eta: 3 days, 9:29:44, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4719, loss_cls: 3.6337, loss: 3.6337, grad_norm: 2.2435 2020-07-25 09:46:02,004 - mmaction - INFO - Epoch [56][1940/3757] lr: 7.868e-02, eta: 3 days, 9:29:24, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4891, loss_cls: 3.5570, loss: 3.5570, grad_norm: 2.2398 2020-07-25 09:46:13,485 - mmaction - INFO - Epoch [56][1960/3757] lr: 7.868e-02, eta: 3 days, 9:29:05, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4547, loss_cls: 3.7145, loss: 3.7145, grad_norm: 2.3220 2020-07-25 09:46:25,002 - mmaction - INFO - Epoch [56][1980/3757] lr: 7.868e-02, eta: 3 days, 9:28:47, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4969, loss_cls: 3.6235, loss: 3.6235, grad_norm: 2.2941 2020-07-25 09:46:36,389 - mmaction - INFO - Epoch [56][2000/3757] lr: 7.868e-02, eta: 3 days, 9:28:27, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4781, loss_cls: 3.6205, loss: 3.6205, grad_norm: 2.2587 2020-07-25 09:46:47,975 - mmaction - INFO - Epoch [56][2020/3757] lr: 7.868e-02, eta: 3 days, 9:28:09, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4625, loss_cls: 3.6710, loss: 3.6710, grad_norm: 2.2930 2020-07-25 09:46:59,354 - mmaction - INFO - Epoch [56][2040/3757] lr: 7.868e-02, eta: 3 days, 9:27:49, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4828, loss_cls: 3.5846, loss: 3.5846, grad_norm: 2.1793 2020-07-25 09:47:10,769 - mmaction - INFO - Epoch [56][2060/3757] lr: 7.868e-02, eta: 3 days, 9:27:30, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4805, loss_cls: 3.5901, loss: 3.5901, grad_norm: 2.1688 2020-07-25 09:47:22,078 - mmaction - INFO - Epoch [56][2080/3757] lr: 7.868e-02, eta: 3 days, 9:27:10, time: 0.565, data_time: 0.002, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4414, loss_cls: 3.7282, loss: 3.7282, grad_norm: 2.2632 2020-07-25 09:47:33,474 - mmaction - INFO - Epoch [56][2100/3757] lr: 7.868e-02, eta: 3 days, 9:26:50, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4898, loss_cls: 3.5963, loss: 3.5963, grad_norm: 2.2901 2020-07-25 09:47:44,977 - mmaction - INFO - Epoch [56][2120/3757] lr: 7.868e-02, eta: 3 days, 9:26:31, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2094, top5_acc: 0.4469, loss_cls: 3.7217, loss: 3.7217, grad_norm: 2.2875 2020-07-25 09:47:56,443 - mmaction - INFO - Epoch [56][2140/3757] lr: 7.868e-02, eta: 3 days, 9:26:12, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4688, loss_cls: 3.6682, loss: 3.6682, grad_norm: 2.2417 2020-07-25 09:48:07,846 - mmaction - INFO - Epoch [56][2160/3757] lr: 7.868e-02, eta: 3 days, 9:25:53, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4547, loss_cls: 3.6590, loss: 3.6590, grad_norm: 2.2488 2020-07-25 09:48:19,206 - mmaction - INFO - Epoch [56][2180/3757] lr: 7.868e-02, eta: 3 days, 9:25:33, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4859, loss_cls: 3.5979, loss: 3.5979, grad_norm: 2.2104 2020-07-25 09:48:30,580 - mmaction - INFO - Epoch [56][2200/3757] lr: 7.868e-02, eta: 3 days, 9:25:14, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4656, loss_cls: 3.6695, loss: 3.6695, grad_norm: 2.3119 2020-07-25 09:48:42,033 - mmaction - INFO - Epoch [56][2220/3757] lr: 7.868e-02, eta: 3 days, 9:24:55, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4625, loss_cls: 3.6199, loss: 3.6199, grad_norm: 2.2927 2020-07-25 09:48:53,485 - mmaction - INFO - Epoch [56][2240/3757] lr: 7.868e-02, eta: 3 days, 9:24:35, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4883, loss_cls: 3.5888, loss: 3.5888, grad_norm: 2.2346 2020-07-25 09:49:04,886 - mmaction - INFO - Epoch [56][2260/3757] lr: 7.868e-02, eta: 3 days, 9:24:16, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4617, loss_cls: 3.6460, loss: 3.6460, grad_norm: 2.2426 2020-07-25 09:49:16,362 - mmaction - INFO - Epoch [56][2280/3757] lr: 7.868e-02, eta: 3 days, 9:23:57, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4523, loss_cls: 3.7033, loss: 3.7033, grad_norm: 2.2618 2020-07-25 09:49:27,774 - mmaction - INFO - Epoch [56][2300/3757] lr: 7.868e-02, eta: 3 days, 9:23:38, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4594, loss_cls: 3.6505, loss: 3.6505, grad_norm: 2.2182 2020-07-25 09:49:39,246 - mmaction - INFO - Epoch [56][2320/3757] lr: 7.868e-02, eta: 3 days, 9:23:19, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4773, loss_cls: 3.6223, loss: 3.6223, grad_norm: 2.2723 2020-07-25 09:49:50,771 - mmaction - INFO - Epoch [56][2340/3757] lr: 7.868e-02, eta: 3 days, 9:23:00, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.5000, loss_cls: 3.5257, loss: 3.5257, grad_norm: 2.2483 2020-07-25 09:50:02,245 - mmaction - INFO - Epoch [56][2360/3757] lr: 7.868e-02, eta: 3 days, 9:22:41, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4750, loss_cls: 3.6509, loss: 3.6509, grad_norm: 2.2736 2020-07-25 09:50:13,661 - mmaction - INFO - Epoch [56][2380/3757] lr: 7.868e-02, eta: 3 days, 9:22:22, time: 0.571, data_time: 0.001, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4492, loss_cls: 3.6921, loss: 3.6921, grad_norm: 2.2336 2020-07-25 09:50:25,063 - mmaction - INFO - Epoch [56][2400/3757] lr: 7.868e-02, eta: 3 days, 9:22:02, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4680, loss_cls: 3.6664, loss: 3.6664, grad_norm: 2.2700 2020-07-25 09:50:36,507 - mmaction - INFO - Epoch [56][2420/3757] lr: 7.868e-02, eta: 3 days, 9:21:43, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4906, loss_cls: 3.5137, loss: 3.5137, grad_norm: 2.2368 2020-07-25 09:50:47,906 - mmaction - INFO - Epoch [56][2440/3757] lr: 7.868e-02, eta: 3 days, 9:21:24, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4602, loss_cls: 3.6420, loss: 3.6420, grad_norm: 2.2412 2020-07-25 09:50:59,272 - mmaction - INFO - Epoch [56][2460/3757] lr: 7.868e-02, eta: 3 days, 9:21:04, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4609, loss_cls: 3.6400, loss: 3.6400, grad_norm: 2.2581 2020-07-25 09:51:10,717 - mmaction - INFO - Epoch [56][2480/3757] lr: 7.868e-02, eta: 3 days, 9:20:45, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.4922, loss_cls: 3.5076, loss: 3.5076, grad_norm: 2.2394 2020-07-25 09:51:22,194 - mmaction - INFO - Epoch [56][2500/3757] lr: 7.868e-02, eta: 3 days, 9:20:26, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4719, loss_cls: 3.6018, loss: 3.6018, grad_norm: 2.2901 2020-07-25 09:51:33,788 - mmaction - INFO - Epoch [56][2520/3757] lr: 7.868e-02, eta: 3 days, 9:20:08, time: 0.580, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4867, loss_cls: 3.5353, loss: 3.5353, grad_norm: 2.2321 2020-07-25 09:51:45,260 - mmaction - INFO - Epoch [56][2540/3757] lr: 7.868e-02, eta: 3 days, 9:19:49, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.4797, loss_cls: 3.5144, loss: 3.5144, grad_norm: 2.2261 2020-07-25 09:51:56,618 - mmaction - INFO - Epoch [56][2560/3757] lr: 7.868e-02, eta: 3 days, 9:19:29, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4797, loss_cls: 3.6539, loss: 3.6539, grad_norm: 2.2490 2020-07-25 09:52:07,942 - mmaction - INFO - Epoch [56][2580/3757] lr: 7.868e-02, eta: 3 days, 9:19:10, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4953, loss_cls: 3.5468, loss: 3.5468, grad_norm: 2.2856 2020-07-25 09:52:19,429 - mmaction - INFO - Epoch [56][2600/3757] lr: 7.868e-02, eta: 3 days, 9:18:51, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4828, loss_cls: 3.6051, loss: 3.6051, grad_norm: 2.2656 2020-07-25 09:52:30,787 - mmaction - INFO - Epoch [56][2620/3757] lr: 7.868e-02, eta: 3 days, 9:18:31, time: 0.568, data_time: 0.001, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4797, loss_cls: 3.5830, loss: 3.5830, grad_norm: 2.2539 2020-07-25 09:52:42,085 - mmaction - INFO - Epoch [56][2640/3757] lr: 7.868e-02, eta: 3 days, 9:18:11, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4805, loss_cls: 3.6576, loss: 3.6576, grad_norm: 2.2449 2020-07-25 09:52:53,534 - mmaction - INFO - Epoch [56][2660/3757] lr: 7.868e-02, eta: 3 days, 9:17:52, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4664, loss_cls: 3.6436, loss: 3.6436, grad_norm: 2.2566 2020-07-25 09:53:05,016 - mmaction - INFO - Epoch [56][2680/3757] lr: 7.868e-02, eta: 3 days, 9:17:33, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.5008, loss_cls: 3.5353, loss: 3.5353, grad_norm: 2.1791 2020-07-25 09:53:16,523 - mmaction - INFO - Epoch [56][2700/3757] lr: 7.868e-02, eta: 3 days, 9:17:14, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4820, loss_cls: 3.5825, loss: 3.5825, grad_norm: 2.1310 2020-07-25 09:53:27,894 - mmaction - INFO - Epoch [56][2720/3757] lr: 7.868e-02, eta: 3 days, 9:16:55, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4891, loss_cls: 3.5732, loss: 3.5732, grad_norm: 2.2299 2020-07-25 09:53:39,288 - mmaction - INFO - Epoch [56][2740/3757] lr: 7.868e-02, eta: 3 days, 9:16:36, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4664, loss_cls: 3.6468, loss: 3.6468, grad_norm: 2.2946 2020-07-25 09:53:50,726 - mmaction - INFO - Epoch [56][2760/3757] lr: 7.868e-02, eta: 3 days, 9:16:17, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4641, loss_cls: 3.6898, loss: 3.6898, grad_norm: 2.2682 2020-07-25 09:54:02,092 - mmaction - INFO - Epoch [56][2780/3757] lr: 7.868e-02, eta: 3 days, 9:15:57, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2641, top5_acc: 0.5000, loss_cls: 3.5001, loss: 3.5001, grad_norm: 2.2113 2020-07-25 09:54:13,456 - mmaction - INFO - Epoch [56][2800/3757] lr: 7.868e-02, eta: 3 days, 9:15:37, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2047, top5_acc: 0.4625, loss_cls: 3.7050, loss: 3.7050, grad_norm: 2.3545 2020-07-25 09:54:24,890 - mmaction - INFO - Epoch [56][2820/3757] lr: 7.868e-02, eta: 3 days, 9:15:18, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4711, loss_cls: 3.6346, loss: 3.6346, grad_norm: 2.3342 2020-07-25 09:54:36,297 - mmaction - INFO - Epoch [56][2840/3757] lr: 7.868e-02, eta: 3 days, 9:14:59, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4914, loss_cls: 3.6168, loss: 3.6168, grad_norm: 2.2970 2020-07-25 09:54:47,676 - mmaction - INFO - Epoch [56][2860/3757] lr: 7.868e-02, eta: 3 days, 9:14:40, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4641, loss_cls: 3.6260, loss: 3.6260, grad_norm: 2.2368 2020-07-25 09:54:59,072 - mmaction - INFO - Epoch [56][2880/3757] lr: 7.868e-02, eta: 3 days, 9:14:20, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4656, loss_cls: 3.6149, loss: 3.6149, grad_norm: 2.2420 2020-07-25 09:55:10,468 - mmaction - INFO - Epoch [56][2900/3757] lr: 7.868e-02, eta: 3 days, 9:14:01, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4578, loss_cls: 3.6570, loss: 3.6570, grad_norm: 2.2298 2020-07-25 09:55:21,957 - mmaction - INFO - Epoch [56][2920/3757] lr: 7.868e-02, eta: 3 days, 9:13:42, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4672, loss_cls: 3.5902, loss: 3.5902, grad_norm: 2.2285 2020-07-25 09:55:33,339 - mmaction - INFO - Epoch [56][2940/3757] lr: 7.868e-02, eta: 3 days, 9:13:23, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4734, loss_cls: 3.6546, loss: 3.6546, grad_norm: 2.2670 2020-07-25 09:55:44,768 - mmaction - INFO - Epoch [56][2960/3757] lr: 7.868e-02, eta: 3 days, 9:13:04, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4883, loss_cls: 3.5953, loss: 3.5953, grad_norm: 2.2985 2020-07-25 09:55:56,200 - mmaction - INFO - Epoch [56][2980/3757] lr: 7.868e-02, eta: 3 days, 9:12:45, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4531, loss_cls: 3.7130, loss: 3.7130, grad_norm: 2.3491 2020-07-25 09:56:07,724 - mmaction - INFO - Epoch [56][3000/3757] lr: 7.868e-02, eta: 3 days, 9:12:26, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4609, loss_cls: 3.7516, loss: 3.7516, grad_norm: 2.2305 2020-07-25 09:56:19,134 - mmaction - INFO - Epoch [56][3020/3757] lr: 7.868e-02, eta: 3 days, 9:12:07, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4805, loss_cls: 3.5927, loss: 3.5927, grad_norm: 2.2129 2020-07-25 09:56:30,493 - mmaction - INFO - Epoch [56][3040/3757] lr: 7.868e-02, eta: 3 days, 9:11:47, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4867, loss_cls: 3.6007, loss: 3.6007, grad_norm: 2.2859 2020-07-25 09:56:42,007 - mmaction - INFO - Epoch [56][3060/3757] lr: 7.868e-02, eta: 3 days, 9:11:29, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4961, loss_cls: 3.5341, loss: 3.5341, grad_norm: 2.2360 2020-07-25 09:56:53,484 - mmaction - INFO - Epoch [56][3080/3757] lr: 7.868e-02, eta: 3 days, 9:11:10, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4852, loss_cls: 3.5765, loss: 3.5765, grad_norm: 2.2765 2020-07-25 09:57:04,924 - mmaction - INFO - Epoch [56][3100/3757] lr: 7.868e-02, eta: 3 days, 9:10:51, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4906, loss_cls: 3.6056, loss: 3.6056, grad_norm: 2.2778 2020-07-25 09:57:16,472 - mmaction - INFO - Epoch [56][3120/3757] lr: 7.868e-02, eta: 3 days, 9:10:33, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4547, loss_cls: 3.7072, loss: 3.7072, grad_norm: 2.2504 2020-07-25 09:57:27,863 - mmaction - INFO - Epoch [56][3140/3757] lr: 7.868e-02, eta: 3 days, 9:10:13, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4813, loss_cls: 3.6066, loss: 3.6066, grad_norm: 2.2476 2020-07-25 09:57:39,246 - mmaction - INFO - Epoch [56][3160/3757] lr: 7.868e-02, eta: 3 days, 9:09:54, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4813, loss_cls: 3.5092, loss: 3.5092, grad_norm: 2.2206 2020-07-25 09:57:50,687 - mmaction - INFO - Epoch [56][3180/3757] lr: 7.868e-02, eta: 3 days, 9:09:35, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4969, loss_cls: 3.5589, loss: 3.5589, grad_norm: 2.3110 2020-07-25 09:58:02,004 - mmaction - INFO - Epoch [56][3200/3757] lr: 7.868e-02, eta: 3 days, 9:09:15, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4734, loss_cls: 3.6593, loss: 3.6593, grad_norm: 2.2970 2020-07-25 09:58:13,389 - mmaction - INFO - Epoch [56][3220/3757] lr: 7.868e-02, eta: 3 days, 9:08:56, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4773, loss_cls: 3.5878, loss: 3.5878, grad_norm: 2.2950 2020-07-25 09:58:24,788 - mmaction - INFO - Epoch [56][3240/3757] lr: 7.868e-02, eta: 3 days, 9:08:37, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4648, loss_cls: 3.6757, loss: 3.6757, grad_norm: 2.2574 2020-07-25 09:58:36,211 - mmaction - INFO - Epoch [56][3260/3757] lr: 7.868e-02, eta: 3 days, 9:08:17, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4734, loss_cls: 3.5883, loss: 3.5883, grad_norm: 2.2108 2020-07-25 09:58:47,617 - mmaction - INFO - Epoch [56][3280/3757] lr: 7.868e-02, eta: 3 days, 9:07:58, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4594, loss_cls: 3.6445, loss: 3.6445, grad_norm: 2.2627 2020-07-25 09:58:59,011 - mmaction - INFO - Epoch [56][3300/3757] lr: 7.868e-02, eta: 3 days, 9:07:39, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4813, loss_cls: 3.5370, loss: 3.5370, grad_norm: 2.2984 2020-07-25 09:59:10,452 - mmaction - INFO - Epoch [56][3320/3757] lr: 7.868e-02, eta: 3 days, 9:07:20, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.4695, loss_cls: 3.6259, loss: 3.6259, grad_norm: 2.3285 2020-07-25 09:59:22,065 - mmaction - INFO - Epoch [56][3340/3757] lr: 7.868e-02, eta: 3 days, 9:07:02, time: 0.580, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4625, loss_cls: 3.6583, loss: 3.6583, grad_norm: 2.3116 2020-07-25 09:59:33,413 - mmaction - INFO - Epoch [56][3360/3757] lr: 7.868e-02, eta: 3 days, 9:06:43, time: 0.568, data_time: 0.001, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4719, loss_cls: 3.6027, loss: 3.6027, grad_norm: 2.2136 2020-07-25 09:59:44,887 - mmaction - INFO - Epoch [56][3380/3757] lr: 7.868e-02, eta: 3 days, 9:06:24, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4539, loss_cls: 3.7141, loss: 3.7141, grad_norm: 2.3125 2020-07-25 09:59:56,276 - mmaction - INFO - Epoch [56][3400/3757] lr: 7.868e-02, eta: 3 days, 9:06:05, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4508, loss_cls: 3.6718, loss: 3.6718, grad_norm: 2.2904 2020-07-25 10:00:14,295 - mmaction - INFO - Epoch [56][3420/3757] lr: 7.868e-02, eta: 3 days, 9:06:24, time: 0.897, data_time: 0.004, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4852, loss_cls: 3.6167, loss: 3.6167, grad_norm: 2.2671 2020-07-25 10:00:25,773 - mmaction - INFO - Epoch [56][3440/3757] lr: 7.868e-02, eta: 3 days, 9:06:06, time: 0.577, data_time: 0.007, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4586, loss_cls: 3.7347, loss: 3.7347, grad_norm: 2.2391 2020-07-25 10:00:37,250 - mmaction - INFO - Epoch [56][3460/3757] lr: 7.868e-02, eta: 3 days, 9:05:47, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4578, loss_cls: 3.6938, loss: 3.6938, grad_norm: 2.2049 2020-07-25 10:00:48,671 - mmaction - INFO - Epoch [56][3480/3757] lr: 7.868e-02, eta: 3 days, 9:05:28, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4813, loss_cls: 3.6038, loss: 3.6038, grad_norm: 2.1802 2020-07-25 10:01:00,021 - mmaction - INFO - Epoch [56][3500/3757] lr: 7.868e-02, eta: 3 days, 9:05:09, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4906, loss_cls: 3.5008, loss: 3.5008, grad_norm: 2.1971 2020-07-25 10:01:11,441 - mmaction - INFO - Epoch [56][3520/3757] lr: 7.868e-02, eta: 3 days, 9:04:49, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.5008, loss_cls: 3.5013, loss: 3.5013, grad_norm: 2.3235 2020-07-25 10:01:22,859 - mmaction - INFO - Epoch [56][3540/3757] lr: 7.868e-02, eta: 3 days, 9:04:30, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4688, loss_cls: 3.6306, loss: 3.6306, grad_norm: 2.3433 2020-07-25 10:01:34,359 - mmaction - INFO - Epoch [56][3560/3757] lr: 7.868e-02, eta: 3 days, 9:04:12, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4688, loss_cls: 3.6393, loss: 3.6393, grad_norm: 2.2784 2020-07-25 10:01:45,820 - mmaction - INFO - Epoch [56][3580/3757] lr: 7.868e-02, eta: 3 days, 9:03:53, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4859, loss_cls: 3.5456, loss: 3.5456, grad_norm: 2.2132 2020-07-25 10:01:57,266 - mmaction - INFO - Epoch [56][3600/3757] lr: 7.868e-02, eta: 3 days, 9:03:34, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4617, loss_cls: 3.6424, loss: 3.6424, grad_norm: 2.2112 2020-07-25 10:02:08,772 - mmaction - INFO - Epoch [56][3620/3757] lr: 7.868e-02, eta: 3 days, 9:03:15, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4828, loss_cls: 3.6367, loss: 3.6367, grad_norm: 2.2852 2020-07-25 10:02:20,198 - mmaction - INFO - Epoch [56][3640/3757] lr: 7.868e-02, eta: 3 days, 9:02:56, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4664, loss_cls: 3.6608, loss: 3.6608, grad_norm: 2.2509 2020-07-25 10:02:31,606 - mmaction - INFO - Epoch [56][3660/3757] lr: 7.868e-02, eta: 3 days, 9:02:37, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2055, top5_acc: 0.4437, loss_cls: 3.7631, loss: 3.7631, grad_norm: 2.2685 2020-07-25 10:02:43,003 - mmaction - INFO - Epoch [56][3680/3757] lr: 7.868e-02, eta: 3 days, 9:02:18, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4672, loss_cls: 3.6421, loss: 3.6421, grad_norm: 2.1750 2020-07-25 10:02:54,438 - mmaction - INFO - Epoch [56][3700/3757] lr: 7.868e-02, eta: 3 days, 9:01:59, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4641, loss_cls: 3.5971, loss: 3.5971, grad_norm: 2.2206 2020-07-25 10:03:05,837 - mmaction - INFO - Epoch [56][3720/3757] lr: 7.868e-02, eta: 3 days, 9:01:40, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4844, loss_cls: 3.5876, loss: 3.5876, grad_norm: 2.2313 2020-07-25 10:03:17,338 - mmaction - INFO - Epoch [56][3740/3757] lr: 7.868e-02, eta: 3 days, 9:01:22, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4828, loss_cls: 3.5550, loss: 3.5550, grad_norm: 2.2828 2020-07-25 10:06:38,201 - mmaction - INFO - Epoch [57][20/3757] lr: 7.796e-02, eta: 3 days, 9:16:40, time: 9.136, data_time: 8.445, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4578, loss_cls: 3.6519, loss: 3.6519, grad_norm: 2.2440 2020-07-25 10:06:49,579 - mmaction - INFO - Epoch [57][40/3757] lr: 7.796e-02, eta: 3 days, 9:16:21, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.5047, loss_cls: 3.5456, loss: 3.5456, grad_norm: 2.2384 2020-07-25 10:07:00,960 - mmaction - INFO - Epoch [57][60/3757] lr: 7.796e-02, eta: 3 days, 9:16:01, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4852, loss_cls: 3.5711, loss: 3.5711, grad_norm: 2.2388 2020-07-25 10:07:12,322 - mmaction - INFO - Epoch [57][80/3757] lr: 7.796e-02, eta: 3 days, 9:15:41, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4891, loss_cls: 3.4910, loss: 3.4910, grad_norm: 2.2238 2020-07-25 10:07:23,716 - mmaction - INFO - Epoch [57][100/3757] lr: 7.796e-02, eta: 3 days, 9:15:22, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4922, loss_cls: 3.6002, loss: 3.6002, grad_norm: 2.3388 2020-07-25 10:07:35,053 - mmaction - INFO - Epoch [57][120/3757] lr: 7.796e-02, eta: 3 days, 9:15:02, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.4906, loss_cls: 3.5053, loss: 3.5053, grad_norm: 2.2353 2020-07-25 10:07:46,509 - mmaction - INFO - Epoch [57][140/3757] lr: 7.796e-02, eta: 3 days, 9:14:43, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.5031, loss_cls: 3.5396, loss: 3.5396, grad_norm: 2.2793 2020-07-25 10:07:57,899 - mmaction - INFO - Epoch [57][160/3757] lr: 7.796e-02, eta: 3 days, 9:14:24, time: 0.569, data_time: 0.005, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4742, loss_cls: 3.6028, loss: 3.6028, grad_norm: 2.2940 2020-07-25 10:08:09,341 - mmaction - INFO - Epoch [57][180/3757] lr: 7.796e-02, eta: 3 days, 9:14:05, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4625, loss_cls: 3.6377, loss: 3.6377, grad_norm: 2.2204 2020-07-25 10:08:20,809 - mmaction - INFO - Epoch [57][200/3757] lr: 7.796e-02, eta: 3 days, 9:13:46, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4922, loss_cls: 3.6254, loss: 3.6254, grad_norm: 2.2864 2020-07-25 10:08:32,176 - mmaction - INFO - Epoch [57][220/3757] lr: 7.796e-02, eta: 3 days, 9:13:26, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4945, loss_cls: 3.5281, loss: 3.5281, grad_norm: 2.2391 2020-07-25 10:08:43,535 - mmaction - INFO - Epoch [57][240/3757] lr: 7.796e-02, eta: 3 days, 9:13:06, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4734, loss_cls: 3.5792, loss: 3.5792, grad_norm: 2.2820 2020-07-25 10:08:55,015 - mmaction - INFO - Epoch [57][260/3757] lr: 7.796e-02, eta: 3 days, 9:12:47, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4703, loss_cls: 3.6204, loss: 3.6204, grad_norm: 2.2568 2020-07-25 10:09:06,451 - mmaction - INFO - Epoch [57][280/3757] lr: 7.796e-02, eta: 3 days, 9:12:28, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4430, loss_cls: 3.7642, loss: 3.7642, grad_norm: 2.2239 2020-07-25 10:09:17,859 - mmaction - INFO - Epoch [57][300/3757] lr: 7.796e-02, eta: 3 days, 9:12:09, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4797, loss_cls: 3.6057, loss: 3.6057, grad_norm: 2.2447 2020-07-25 10:09:29,304 - mmaction - INFO - Epoch [57][320/3757] lr: 7.796e-02, eta: 3 days, 9:11:50, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4859, loss_cls: 3.5352, loss: 3.5352, grad_norm: 2.2170 2020-07-25 10:09:40,654 - mmaction - INFO - Epoch [57][340/3757] lr: 7.796e-02, eta: 3 days, 9:11:30, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4914, loss_cls: 3.5504, loss: 3.5504, grad_norm: 2.2867 2020-07-25 10:09:52,132 - mmaction - INFO - Epoch [57][360/3757] lr: 7.796e-02, eta: 3 days, 9:11:11, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4844, loss_cls: 3.6275, loss: 3.6275, grad_norm: 2.2806 2020-07-25 10:10:03,589 - mmaction - INFO - Epoch [57][380/3757] lr: 7.796e-02, eta: 3 days, 9:10:52, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4813, loss_cls: 3.5256, loss: 3.5256, grad_norm: 2.1901 2020-07-25 10:10:15,006 - mmaction - INFO - Epoch [57][400/3757] lr: 7.796e-02, eta: 3 days, 9:10:33, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.4992, loss_cls: 3.4860, loss: 3.4860, grad_norm: 2.2816 2020-07-25 10:10:26,396 - mmaction - INFO - Epoch [57][420/3757] lr: 7.796e-02, eta: 3 days, 9:10:14, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4625, loss_cls: 3.6734, loss: 3.6734, grad_norm: 2.3333 2020-07-25 10:10:37,995 - mmaction - INFO - Epoch [57][440/3757] lr: 7.796e-02, eta: 3 days, 9:09:56, time: 0.581, data_time: 0.015, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4789, loss_cls: 3.5838, loss: 3.5838, grad_norm: 2.2487 2020-07-25 10:10:49,376 - mmaction - INFO - Epoch [57][460/3757] lr: 7.796e-02, eta: 3 days, 9:09:36, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4852, loss_cls: 3.5123, loss: 3.5123, grad_norm: 2.3063 2020-07-25 10:11:00,707 - mmaction - INFO - Epoch [57][480/3757] lr: 7.796e-02, eta: 3 days, 9:09:16, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4789, loss_cls: 3.5633, loss: 3.5633, grad_norm: 2.3019 2020-07-25 10:11:12,093 - mmaction - INFO - Epoch [57][500/3757] lr: 7.796e-02, eta: 3 days, 9:08:57, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.5031, loss_cls: 3.6275, loss: 3.6275, grad_norm: 2.2865 2020-07-25 10:11:23,513 - mmaction - INFO - Epoch [57][520/3757] lr: 7.796e-02, eta: 3 days, 9:08:38, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4906, loss_cls: 3.6173, loss: 3.6173, grad_norm: 2.2964 2020-07-25 10:11:34,978 - mmaction - INFO - Epoch [57][540/3757] lr: 7.796e-02, eta: 3 days, 9:08:19, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4727, loss_cls: 3.6043, loss: 3.6043, grad_norm: 2.1911 2020-07-25 10:11:46,355 - mmaction - INFO - Epoch [57][560/3757] lr: 7.796e-02, eta: 3 days, 9:07:59, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4648, loss_cls: 3.6016, loss: 3.6016, grad_norm: 2.2579 2020-07-25 10:11:57,717 - mmaction - INFO - Epoch [57][580/3757] lr: 7.796e-02, eta: 3 days, 9:07:40, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4859, loss_cls: 3.5199, loss: 3.5199, grad_norm: 2.2953 2020-07-25 10:12:09,249 - mmaction - INFO - Epoch [57][600/3757] lr: 7.796e-02, eta: 3 days, 9:07:21, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4922, loss_cls: 3.5279, loss: 3.5279, grad_norm: 2.2878 2020-07-25 10:12:20,679 - mmaction - INFO - Epoch [57][620/3757] lr: 7.796e-02, eta: 3 days, 9:07:02, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4852, loss_cls: 3.6543, loss: 3.6543, grad_norm: 2.3253 2020-07-25 10:12:32,013 - mmaction - INFO - Epoch [57][640/3757] lr: 7.796e-02, eta: 3 days, 9:06:42, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4867, loss_cls: 3.6246, loss: 3.6246, grad_norm: 2.3012 2020-07-25 10:12:43,484 - mmaction - INFO - Epoch [57][660/3757] lr: 7.796e-02, eta: 3 days, 9:06:24, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4672, loss_cls: 3.6729, loss: 3.6729, grad_norm: 2.2577 2020-07-25 10:12:54,935 - mmaction - INFO - Epoch [57][680/3757] lr: 7.796e-02, eta: 3 days, 9:06:05, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4883, loss_cls: 3.6307, loss: 3.6307, grad_norm: 2.2665 2020-07-25 10:13:06,366 - mmaction - INFO - Epoch [57][700/3757] lr: 7.796e-02, eta: 3 days, 9:05:45, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4734, loss_cls: 3.5744, loss: 3.5744, grad_norm: 2.2376 2020-07-25 10:13:17,850 - mmaction - INFO - Epoch [57][720/3757] lr: 7.796e-02, eta: 3 days, 9:05:27, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4953, loss_cls: 3.5441, loss: 3.5441, grad_norm: 2.2668 2020-07-25 10:13:29,264 - mmaction - INFO - Epoch [57][740/3757] lr: 7.796e-02, eta: 3 days, 9:05:07, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4594, loss_cls: 3.7077, loss: 3.7077, grad_norm: 2.3217 2020-07-25 10:13:40,718 - mmaction - INFO - Epoch [57][760/3757] lr: 7.796e-02, eta: 3 days, 9:04:49, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4797, loss_cls: 3.5849, loss: 3.5849, grad_norm: 2.2397 2020-07-25 10:13:52,151 - mmaction - INFO - Epoch [57][780/3757] lr: 7.796e-02, eta: 3 days, 9:04:29, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4742, loss_cls: 3.6441, loss: 3.6441, grad_norm: 2.2343 2020-07-25 10:14:03,530 - mmaction - INFO - Epoch [57][800/3757] lr: 7.796e-02, eta: 3 days, 9:04:10, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4617, loss_cls: 3.6294, loss: 3.6294, grad_norm: 2.2517 2020-07-25 10:14:14,942 - mmaction - INFO - Epoch [57][820/3757] lr: 7.796e-02, eta: 3 days, 9:03:51, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4641, loss_cls: 3.6346, loss: 3.6346, grad_norm: 2.2592 2020-07-25 10:14:26,363 - mmaction - INFO - Epoch [57][840/3757] lr: 7.796e-02, eta: 3 days, 9:03:32, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4508, loss_cls: 3.7036, loss: 3.7036, grad_norm: 2.2457 2020-07-25 10:14:37,753 - mmaction - INFO - Epoch [57][860/3757] lr: 7.796e-02, eta: 3 days, 9:03:12, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4688, loss_cls: 3.6396, loss: 3.6396, grad_norm: 2.2595 2020-07-25 10:14:49,217 - mmaction - INFO - Epoch [57][880/3757] lr: 7.796e-02, eta: 3 days, 9:02:53, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4914, loss_cls: 3.6099, loss: 3.6099, grad_norm: 2.2464 2020-07-25 10:15:00,711 - mmaction - INFO - Epoch [57][900/3757] lr: 7.796e-02, eta: 3 days, 9:02:35, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4648, loss_cls: 3.7013, loss: 3.7013, grad_norm: 2.2125 2020-07-25 10:15:12,240 - mmaction - INFO - Epoch [57][920/3757] lr: 7.796e-02, eta: 3 days, 9:02:16, time: 0.578, data_time: 0.004, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4750, loss_cls: 3.5806, loss: 3.5806, grad_norm: 2.2768 2020-07-25 10:15:23,650 - mmaction - INFO - Epoch [57][940/3757] lr: 7.796e-02, eta: 3 days, 9:01:57, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4820, loss_cls: 3.5838, loss: 3.5838, grad_norm: 2.2436 2020-07-25 10:15:35,018 - mmaction - INFO - Epoch [57][960/3757] lr: 7.796e-02, eta: 3 days, 9:01:38, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4727, loss_cls: 3.5993, loss: 3.5993, grad_norm: 2.3041 2020-07-25 10:15:46,501 - mmaction - INFO - Epoch [57][980/3757] lr: 7.796e-02, eta: 3 days, 9:01:19, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4766, loss_cls: 3.6003, loss: 3.6003, grad_norm: 2.2401 2020-07-25 10:15:57,961 - mmaction - INFO - Epoch [57][1000/3757] lr: 7.796e-02, eta: 3 days, 9:01:00, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4656, loss_cls: 3.7001, loss: 3.7001, grad_norm: 2.2718 2020-07-25 10:16:09,376 - mmaction - INFO - Epoch [57][1020/3757] lr: 7.796e-02, eta: 3 days, 9:00:41, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4836, loss_cls: 3.5823, loss: 3.5823, grad_norm: 2.2340 2020-07-25 10:16:20,839 - mmaction - INFO - Epoch [57][1040/3757] lr: 7.796e-02, eta: 3 days, 9:00:22, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4711, loss_cls: 3.6720, loss: 3.6720, grad_norm: 2.1538 2020-07-25 10:16:32,287 - mmaction - INFO - Epoch [57][1060/3757] lr: 7.796e-02, eta: 3 days, 9:00:03, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4977, loss_cls: 3.4328, loss: 3.4328, grad_norm: 2.1943 2020-07-25 10:16:43,825 - mmaction - INFO - Epoch [57][1080/3757] lr: 7.796e-02, eta: 3 days, 8:59:45, time: 0.577, data_time: 0.013, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4711, loss_cls: 3.6045, loss: 3.6045, grad_norm: 2.2279 2020-07-25 10:16:55,251 - mmaction - INFO - Epoch [57][1100/3757] lr: 7.796e-02, eta: 3 days, 8:59:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4805, loss_cls: 3.6080, loss: 3.6080, grad_norm: 2.2770 2020-07-25 10:17:06,609 - mmaction - INFO - Epoch [57][1120/3757] lr: 7.796e-02, eta: 3 days, 8:59:06, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4805, loss_cls: 3.6087, loss: 3.6087, grad_norm: 2.2684 2020-07-25 10:17:18,077 - mmaction - INFO - Epoch [57][1140/3757] lr: 7.796e-02, eta: 3 days, 8:58:47, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.4961, loss_cls: 3.5136, loss: 3.5136, grad_norm: 2.1981 2020-07-25 10:17:29,552 - mmaction - INFO - Epoch [57][1160/3757] lr: 7.796e-02, eta: 3 days, 8:58:29, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4781, loss_cls: 3.5862, loss: 3.5862, grad_norm: 2.2905 2020-07-25 10:17:41,072 - mmaction - INFO - Epoch [57][1180/3757] lr: 7.796e-02, eta: 3 days, 8:58:10, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.5016, loss_cls: 3.4781, loss: 3.4781, grad_norm: 2.2871 2020-07-25 10:17:52,549 - mmaction - INFO - Epoch [57][1200/3757] lr: 7.796e-02, eta: 3 days, 8:57:51, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4789, loss_cls: 3.6501, loss: 3.6501, grad_norm: 2.3248 2020-07-25 10:18:04,001 - mmaction - INFO - Epoch [57][1220/3757] lr: 7.796e-02, eta: 3 days, 8:57:32, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4719, loss_cls: 3.6444, loss: 3.6444, grad_norm: 2.2952 2020-07-25 10:18:15,370 - mmaction - INFO - Epoch [57][1240/3757] lr: 7.796e-02, eta: 3 days, 8:57:13, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4625, loss_cls: 3.6252, loss: 3.6252, grad_norm: 2.2824 2020-07-25 10:18:26,879 - mmaction - INFO - Epoch [57][1260/3757] lr: 7.796e-02, eta: 3 days, 8:56:55, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4781, loss_cls: 3.5729, loss: 3.5729, grad_norm: 2.2615 2020-07-25 10:18:38,335 - mmaction - INFO - Epoch [57][1280/3757] lr: 7.796e-02, eta: 3 days, 8:56:36, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4570, loss_cls: 3.6955, loss: 3.6955, grad_norm: 2.2405 2020-07-25 10:18:49,731 - mmaction - INFO - Epoch [57][1300/3757] lr: 7.796e-02, eta: 3 days, 8:56:17, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4734, loss_cls: 3.6632, loss: 3.6632, grad_norm: 2.2274 2020-07-25 10:19:01,155 - mmaction - INFO - Epoch [57][1320/3757] lr: 7.796e-02, eta: 3 days, 8:55:58, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4594, loss_cls: 3.6084, loss: 3.6084, grad_norm: 2.2108 2020-07-25 10:19:12,585 - mmaction - INFO - Epoch [57][1340/3757] lr: 7.796e-02, eta: 3 days, 8:55:38, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4922, loss_cls: 3.5570, loss: 3.5570, grad_norm: 2.3506 2020-07-25 10:19:24,010 - mmaction - INFO - Epoch [57][1360/3757] lr: 7.796e-02, eta: 3 days, 8:55:19, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.5000, loss_cls: 3.5332, loss: 3.5332, grad_norm: 2.2950 2020-07-25 10:19:35,355 - mmaction - INFO - Epoch [57][1380/3757] lr: 7.796e-02, eta: 3 days, 8:55:00, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4648, loss_cls: 3.6993, loss: 3.6993, grad_norm: 2.2965 2020-07-25 10:19:46,859 - mmaction - INFO - Epoch [57][1400/3757] lr: 7.796e-02, eta: 3 days, 8:54:41, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4539, loss_cls: 3.6571, loss: 3.6571, grad_norm: 2.2216 2020-07-25 10:19:58,360 - mmaction - INFO - Epoch [57][1420/3757] lr: 7.796e-02, eta: 3 days, 8:54:23, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4852, loss_cls: 3.5343, loss: 3.5343, grad_norm: 2.2649 2020-07-25 10:20:09,693 - mmaction - INFO - Epoch [57][1440/3757] lr: 7.796e-02, eta: 3 days, 8:54:03, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.5078, loss_cls: 3.5258, loss: 3.5258, grad_norm: 2.3513 2020-07-25 10:20:21,124 - mmaction - INFO - Epoch [57][1460/3757] lr: 7.796e-02, eta: 3 days, 8:53:44, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.4609, loss_cls: 3.6302, loss: 3.6302, grad_norm: 2.2907 2020-07-25 10:20:32,481 - mmaction - INFO - Epoch [57][1480/3757] lr: 7.796e-02, eta: 3 days, 8:53:25, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4828, loss_cls: 3.5667, loss: 3.5667, grad_norm: 2.2441 2020-07-25 10:20:43,954 - mmaction - INFO - Epoch [57][1500/3757] lr: 7.796e-02, eta: 3 days, 8:53:06, time: 0.574, data_time: 0.005, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5000, loss_cls: 3.5248, loss: 3.5248, grad_norm: 2.1923 2020-07-25 10:20:55,439 - mmaction - INFO - Epoch [57][1520/3757] lr: 7.796e-02, eta: 3 days, 8:52:48, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4891, loss_cls: 3.5567, loss: 3.5567, grad_norm: 2.2628 2020-07-25 10:21:06,797 - mmaction - INFO - Epoch [57][1540/3757] lr: 7.796e-02, eta: 3 days, 8:52:28, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4688, loss_cls: 3.6224, loss: 3.6224, grad_norm: 2.2599 2020-07-25 10:21:18,250 - mmaction - INFO - Epoch [57][1560/3757] lr: 7.796e-02, eta: 3 days, 8:52:09, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4797, loss_cls: 3.5706, loss: 3.5706, grad_norm: 2.2497 2020-07-25 10:21:29,621 - mmaction - INFO - Epoch [57][1580/3757] lr: 7.796e-02, eta: 3 days, 8:51:50, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2008, top5_acc: 0.4508, loss_cls: 3.6981, loss: 3.6981, grad_norm: 2.3078 2020-07-25 10:21:41,079 - mmaction - INFO - Epoch [57][1600/3757] lr: 7.796e-02, eta: 3 days, 8:51:31, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4852, loss_cls: 3.6024, loss: 3.6024, grad_norm: 2.2343 2020-07-25 10:21:52,555 - mmaction - INFO - Epoch [57][1620/3757] lr: 7.796e-02, eta: 3 days, 8:51:13, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4695, loss_cls: 3.5761, loss: 3.5761, grad_norm: 2.2043 2020-07-25 10:22:04,053 - mmaction - INFO - Epoch [57][1640/3757] lr: 7.796e-02, eta: 3 days, 8:50:54, time: 0.576, data_time: 0.002, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4633, loss_cls: 3.5795, loss: 3.5795, grad_norm: 2.2850 2020-07-25 10:22:15,532 - mmaction - INFO - Epoch [57][1660/3757] lr: 7.796e-02, eta: 3 days, 8:50:35, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2039, top5_acc: 0.4391, loss_cls: 3.7603, loss: 3.7603, grad_norm: 2.3264 2020-07-25 10:22:26,855 - mmaction - INFO - Epoch [57][1680/3757] lr: 7.796e-02, eta: 3 days, 8:50:16, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4727, loss_cls: 3.6502, loss: 3.6502, grad_norm: 2.2049 2020-07-25 10:22:38,339 - mmaction - INFO - Epoch [57][1700/3757] lr: 7.796e-02, eta: 3 days, 8:49:57, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4727, loss_cls: 3.6228, loss: 3.6228, grad_norm: 2.2909 2020-07-25 10:22:49,807 - mmaction - INFO - Epoch [57][1720/3757] lr: 7.796e-02, eta: 3 days, 8:49:39, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4680, loss_cls: 3.6773, loss: 3.6773, grad_norm: 2.2627 2020-07-25 10:23:01,292 - mmaction - INFO - Epoch [57][1740/3757] lr: 7.796e-02, eta: 3 days, 8:49:20, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4781, loss_cls: 3.5808, loss: 3.5808, grad_norm: 2.2435 2020-07-25 10:23:12,698 - mmaction - INFO - Epoch [57][1760/3757] lr: 7.796e-02, eta: 3 days, 8:49:01, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4578, loss_cls: 3.6888, loss: 3.6888, grad_norm: 2.2619 2020-07-25 10:23:24,035 - mmaction - INFO - Epoch [57][1780/3757] lr: 7.796e-02, eta: 3 days, 8:48:42, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4961, loss_cls: 3.5459, loss: 3.5459, grad_norm: 2.2195 2020-07-25 10:23:35,444 - mmaction - INFO - Epoch [57][1800/3757] lr: 7.796e-02, eta: 3 days, 8:48:23, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4680, loss_cls: 3.6332, loss: 3.6332, grad_norm: 2.2516 2020-07-25 10:23:46,871 - mmaction - INFO - Epoch [57][1820/3757] lr: 7.796e-02, eta: 3 days, 8:48:04, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4578, loss_cls: 3.6460, loss: 3.6460, grad_norm: 2.2214 2020-07-25 10:23:58,231 - mmaction - INFO - Epoch [57][1840/3757] lr: 7.796e-02, eta: 3 days, 8:47:44, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4891, loss_cls: 3.6841, loss: 3.6841, grad_norm: 2.2497 2020-07-25 10:24:09,581 - mmaction - INFO - Epoch [57][1860/3757] lr: 7.796e-02, eta: 3 days, 8:47:25, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4719, loss_cls: 3.6284, loss: 3.6284, grad_norm: 2.2567 2020-07-25 10:24:21,010 - mmaction - INFO - Epoch [57][1880/3757] lr: 7.796e-02, eta: 3 days, 8:47:06, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4703, loss_cls: 3.6285, loss: 3.6285, grad_norm: 2.2013 2020-07-25 10:24:32,382 - mmaction - INFO - Epoch [57][1900/3757] lr: 7.796e-02, eta: 3 days, 8:46:47, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4742, loss_cls: 3.6150, loss: 3.6150, grad_norm: 2.2534 2020-07-25 10:24:43,658 - mmaction - INFO - Epoch [57][1920/3757] lr: 7.796e-02, eta: 3 days, 8:46:27, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4625, loss_cls: 3.7311, loss: 3.7311, grad_norm: 2.2549 2020-07-25 10:24:55,022 - mmaction - INFO - Epoch [57][1940/3757] lr: 7.796e-02, eta: 3 days, 8:46:08, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4641, loss_cls: 3.6590, loss: 3.6590, grad_norm: 2.2749 2020-07-25 10:25:06,473 - mmaction - INFO - Epoch [57][1960/3757] lr: 7.796e-02, eta: 3 days, 8:45:49, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4813, loss_cls: 3.5770, loss: 3.5770, grad_norm: 2.2803 2020-07-25 10:25:17,889 - mmaction - INFO - Epoch [57][1980/3757] lr: 7.796e-02, eta: 3 days, 8:45:30, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4789, loss_cls: 3.5975, loss: 3.5975, grad_norm: 2.3053 2020-07-25 10:25:29,314 - mmaction - INFO - Epoch [57][2000/3757] lr: 7.796e-02, eta: 3 days, 8:45:11, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4852, loss_cls: 3.5569, loss: 3.5569, grad_norm: 2.2834 2020-07-25 10:25:40,854 - mmaction - INFO - Epoch [57][2020/3757] lr: 7.796e-02, eta: 3 days, 8:44:53, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4969, loss_cls: 3.5457, loss: 3.5457, grad_norm: 2.2810 2020-07-25 10:25:52,139 - mmaction - INFO - Epoch [57][2040/3757] lr: 7.796e-02, eta: 3 days, 8:44:33, time: 0.564, data_time: 0.001, memory: 5232, top1_acc: 0.2062, top5_acc: 0.4586, loss_cls: 3.7432, loss: 3.7432, grad_norm: 2.3232 2020-07-25 10:26:03,595 - mmaction - INFO - Epoch [57][2060/3757] lr: 7.796e-02, eta: 3 days, 8:44:15, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4609, loss_cls: 3.6483, loss: 3.6483, grad_norm: 2.2575 2020-07-25 10:26:15,046 - mmaction - INFO - Epoch [57][2080/3757] lr: 7.796e-02, eta: 3 days, 8:43:56, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2102, top5_acc: 0.4602, loss_cls: 3.6797, loss: 3.6797, grad_norm: 2.2514 2020-07-25 10:26:26,465 - mmaction - INFO - Epoch [57][2100/3757] lr: 7.796e-02, eta: 3 days, 8:43:37, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4719, loss_cls: 3.6164, loss: 3.6164, grad_norm: 2.2494 2020-07-25 10:26:37,908 - mmaction - INFO - Epoch [57][2120/3757] lr: 7.796e-02, eta: 3 days, 8:43:18, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4648, loss_cls: 3.6465, loss: 3.6465, grad_norm: 2.3023 2020-07-25 10:26:49,327 - mmaction - INFO - Epoch [57][2140/3757] lr: 7.796e-02, eta: 3 days, 8:42:59, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4648, loss_cls: 3.6584, loss: 3.6584, grad_norm: 2.2475 2020-07-25 10:27:00,725 - mmaction - INFO - Epoch [57][2160/3757] lr: 7.796e-02, eta: 3 days, 8:42:40, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2109, top5_acc: 0.4648, loss_cls: 3.6880, loss: 3.6880, grad_norm: 2.2004 2020-07-25 10:27:12,112 - mmaction - INFO - Epoch [57][2180/3757] lr: 7.796e-02, eta: 3 days, 8:42:21, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4852, loss_cls: 3.5579, loss: 3.5579, grad_norm: 2.2722 2020-07-25 10:27:23,586 - mmaction - INFO - Epoch [57][2200/3757] lr: 7.796e-02, eta: 3 days, 8:42:03, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.5031, loss_cls: 3.5572, loss: 3.5572, grad_norm: 2.2982 2020-07-25 10:27:35,086 - mmaction - INFO - Epoch [57][2220/3757] lr: 7.796e-02, eta: 3 days, 8:41:44, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4805, loss_cls: 3.6321, loss: 3.6321, grad_norm: 2.2853 2020-07-25 10:27:46,597 - mmaction - INFO - Epoch [57][2240/3757] lr: 7.796e-02, eta: 3 days, 8:41:26, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.4602, loss_cls: 3.6357, loss: 3.6357, grad_norm: 2.3160 2020-07-25 10:27:57,981 - mmaction - INFO - Epoch [57][2260/3757] lr: 7.796e-02, eta: 3 days, 8:41:07, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4562, loss_cls: 3.6104, loss: 3.6104, grad_norm: 2.2966 2020-07-25 10:28:09,403 - mmaction - INFO - Epoch [57][2280/3757] lr: 7.796e-02, eta: 3 days, 8:40:48, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4648, loss_cls: 3.6615, loss: 3.6615, grad_norm: 2.2378 2020-07-25 10:28:21,001 - mmaction - INFO - Epoch [57][2300/3757] lr: 7.796e-02, eta: 3 days, 8:40:30, time: 0.580, data_time: 0.003, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4594, loss_cls: 3.6702, loss: 3.6702, grad_norm: 2.2797 2020-07-25 10:28:32,409 - mmaction - INFO - Epoch [57][2320/3757] lr: 7.796e-02, eta: 3 days, 8:40:11, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4594, loss_cls: 3.6322, loss: 3.6322, grad_norm: 2.2535 2020-07-25 10:28:43,851 - mmaction - INFO - Epoch [57][2340/3757] lr: 7.796e-02, eta: 3 days, 8:39:52, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4703, loss_cls: 3.6841, loss: 3.6841, grad_norm: 2.2859 2020-07-25 10:28:55,326 - mmaction - INFO - Epoch [57][2360/3757] lr: 7.796e-02, eta: 3 days, 8:39:34, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4859, loss_cls: 3.5804, loss: 3.5804, grad_norm: 2.2741 2020-07-25 10:29:06,763 - mmaction - INFO - Epoch [57][2380/3757] lr: 7.796e-02, eta: 3 days, 8:39:15, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4898, loss_cls: 3.5198, loss: 3.5198, grad_norm: 2.2816 2020-07-25 10:29:18,153 - mmaction - INFO - Epoch [57][2400/3757] lr: 7.796e-02, eta: 3 days, 8:38:56, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4828, loss_cls: 3.5983, loss: 3.5983, grad_norm: 2.3287 2020-07-25 10:29:29,560 - mmaction - INFO - Epoch [57][2420/3757] lr: 7.796e-02, eta: 3 days, 8:38:37, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4508, loss_cls: 3.7371, loss: 3.7371, grad_norm: 2.3180 2020-07-25 10:29:40,932 - mmaction - INFO - Epoch [57][2440/3757] lr: 7.796e-02, eta: 3 days, 8:38:18, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4562, loss_cls: 3.7028, loss: 3.7028, grad_norm: 2.1945 2020-07-25 10:29:52,347 - mmaction - INFO - Epoch [57][2460/3757] lr: 7.796e-02, eta: 3 days, 8:37:59, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4641, loss_cls: 3.6937, loss: 3.6937, grad_norm: 2.2934 2020-07-25 10:30:03,787 - mmaction - INFO - Epoch [57][2480/3757] lr: 7.796e-02, eta: 3 days, 8:37:40, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4930, loss_cls: 3.5202, loss: 3.5202, grad_norm: 2.2404 2020-07-25 10:30:15,209 - mmaction - INFO - Epoch [57][2500/3757] lr: 7.796e-02, eta: 3 days, 8:37:21, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4781, loss_cls: 3.6147, loss: 3.6147, grad_norm: 2.3284 2020-07-25 10:30:26,500 - mmaction - INFO - Epoch [57][2520/3757] lr: 7.796e-02, eta: 3 days, 8:37:02, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4594, loss_cls: 3.6129, loss: 3.6129, grad_norm: 2.2822 2020-07-25 10:30:37,931 - mmaction - INFO - Epoch [57][2540/3757] lr: 7.796e-02, eta: 3 days, 8:36:43, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4766, loss_cls: 3.5563, loss: 3.5563, grad_norm: 2.2267 2020-07-25 10:30:49,369 - mmaction - INFO - Epoch [57][2560/3757] lr: 7.796e-02, eta: 3 days, 8:36:24, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4883, loss_cls: 3.5134, loss: 3.5134, grad_norm: 2.1914 2020-07-25 10:31:00,833 - mmaction - INFO - Epoch [57][2580/3757] lr: 7.796e-02, eta: 3 days, 8:36:06, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4789, loss_cls: 3.6252, loss: 3.6252, grad_norm: 2.2500 2020-07-25 10:31:12,341 - mmaction - INFO - Epoch [57][2600/3757] lr: 7.796e-02, eta: 3 days, 8:35:48, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4977, loss_cls: 3.5312, loss: 3.5312, grad_norm: 2.2798 2020-07-25 10:31:23,866 - mmaction - INFO - Epoch [57][2620/3757] lr: 7.796e-02, eta: 3 days, 8:35:29, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4992, loss_cls: 3.5292, loss: 3.5292, grad_norm: 2.3005 2020-07-25 10:31:35,249 - mmaction - INFO - Epoch [57][2640/3757] lr: 7.796e-02, eta: 3 days, 8:35:10, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4773, loss_cls: 3.5780, loss: 3.5780, grad_norm: 2.3181 2020-07-25 10:31:46,674 - mmaction - INFO - Epoch [57][2660/3757] lr: 7.796e-02, eta: 3 days, 8:34:52, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4859, loss_cls: 3.6027, loss: 3.6027, grad_norm: 2.2504 2020-07-25 10:31:58,103 - mmaction - INFO - Epoch [57][2680/3757] lr: 7.796e-02, eta: 3 days, 8:34:33, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4938, loss_cls: 3.5618, loss: 3.5618, grad_norm: 2.3010 2020-07-25 10:32:09,619 - mmaction - INFO - Epoch [57][2700/3757] lr: 7.796e-02, eta: 3 days, 8:34:14, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4711, loss_cls: 3.6210, loss: 3.6210, grad_norm: 2.2884 2020-07-25 10:32:21,035 - mmaction - INFO - Epoch [57][2720/3757] lr: 7.796e-02, eta: 3 days, 8:33:56, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4758, loss_cls: 3.6301, loss: 3.6301, grad_norm: 2.2674 2020-07-25 10:32:32,472 - mmaction - INFO - Epoch [57][2740/3757] lr: 7.796e-02, eta: 3 days, 8:33:37, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4727, loss_cls: 3.5737, loss: 3.5737, grad_norm: 2.2804 2020-07-25 10:32:43,908 - mmaction - INFO - Epoch [57][2760/3757] lr: 7.796e-02, eta: 3 days, 8:33:18, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4734, loss_cls: 3.6094, loss: 3.6094, grad_norm: 2.2787 2020-07-25 10:32:55,360 - mmaction - INFO - Epoch [57][2780/3757] lr: 7.796e-02, eta: 3 days, 8:33:00, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4727, loss_cls: 3.6431, loss: 3.6431, grad_norm: 2.3094 2020-07-25 10:33:06,784 - mmaction - INFO - Epoch [57][2800/3757] lr: 7.796e-02, eta: 3 days, 8:32:41, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4664, loss_cls: 3.6273, loss: 3.6273, grad_norm: 2.2836 2020-07-25 10:33:18,249 - mmaction - INFO - Epoch [57][2820/3757] lr: 7.796e-02, eta: 3 days, 8:32:22, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4773, loss_cls: 3.6126, loss: 3.6126, grad_norm: 2.2653 2020-07-25 10:33:29,665 - mmaction - INFO - Epoch [57][2840/3757] lr: 7.796e-02, eta: 3 days, 8:32:04, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4539, loss_cls: 3.6174, loss: 3.6174, grad_norm: 2.2272 2020-07-25 10:33:41,122 - mmaction - INFO - Epoch [57][2860/3757] lr: 7.796e-02, eta: 3 days, 8:31:45, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4852, loss_cls: 3.5508, loss: 3.5508, grad_norm: 2.2851 2020-07-25 10:33:52,544 - mmaction - INFO - Epoch [57][2880/3757] lr: 7.796e-02, eta: 3 days, 8:31:26, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4664, loss_cls: 3.6721, loss: 3.6721, grad_norm: 2.2492 2020-07-25 10:34:03,918 - mmaction - INFO - Epoch [57][2900/3757] lr: 7.796e-02, eta: 3 days, 8:31:07, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4695, loss_cls: 3.6534, loss: 3.6534, grad_norm: 2.2149 2020-07-25 10:34:15,289 - mmaction - INFO - Epoch [57][2920/3757] lr: 7.796e-02, eta: 3 days, 8:30:48, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4820, loss_cls: 3.6188, loss: 3.6188, grad_norm: 2.2474 2020-07-25 10:34:26,821 - mmaction - INFO - Epoch [57][2940/3757] lr: 7.796e-02, eta: 3 days, 8:30:30, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4758, loss_cls: 3.6422, loss: 3.6422, grad_norm: 2.2168 2020-07-25 10:34:38,341 - mmaction - INFO - Epoch [57][2960/3757] lr: 7.796e-02, eta: 3 days, 8:30:12, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4852, loss_cls: 3.5758, loss: 3.5758, grad_norm: 2.2587 2020-07-25 10:34:49,834 - mmaction - INFO - Epoch [57][2980/3757] lr: 7.796e-02, eta: 3 days, 8:29:54, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4859, loss_cls: 3.5817, loss: 3.5817, grad_norm: 2.2425 2020-07-25 10:35:01,314 - mmaction - INFO - Epoch [57][3000/3757] lr: 7.796e-02, eta: 3 days, 8:29:35, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4789, loss_cls: 3.5479, loss: 3.5479, grad_norm: 2.2648 2020-07-25 10:35:12,822 - mmaction - INFO - Epoch [57][3020/3757] lr: 7.796e-02, eta: 3 days, 8:29:17, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4836, loss_cls: 3.5795, loss: 3.5795, grad_norm: 2.2972 2020-07-25 10:35:24,268 - mmaction - INFO - Epoch [57][3040/3757] lr: 7.796e-02, eta: 3 days, 8:28:58, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4844, loss_cls: 3.5893, loss: 3.5893, grad_norm: 2.2561 2020-07-25 10:35:35,715 - mmaction - INFO - Epoch [57][3060/3757] lr: 7.796e-02, eta: 3 days, 8:28:40, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4852, loss_cls: 3.5197, loss: 3.5197, grad_norm: 2.2781 2020-07-25 10:35:47,142 - mmaction - INFO - Epoch [57][3080/3757] lr: 7.796e-02, eta: 3 days, 8:28:21, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4906, loss_cls: 3.5739, loss: 3.5739, grad_norm: 2.2895 2020-07-25 10:35:58,635 - mmaction - INFO - Epoch [57][3100/3757] lr: 7.796e-02, eta: 3 days, 8:28:03, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4594, loss_cls: 3.7129, loss: 3.7129, grad_norm: 2.3632 2020-07-25 10:36:10,097 - mmaction - INFO - Epoch [57][3120/3757] lr: 7.796e-02, eta: 3 days, 8:27:44, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4711, loss_cls: 3.6731, loss: 3.6731, grad_norm: 2.3050 2020-07-25 10:36:21,520 - mmaction - INFO - Epoch [57][3140/3757] lr: 7.796e-02, eta: 3 days, 8:27:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4547, loss_cls: 3.7313, loss: 3.7313, grad_norm: 2.2955 2020-07-25 10:36:32,893 - mmaction - INFO - Epoch [57][3160/3757] lr: 7.796e-02, eta: 3 days, 8:27:07, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4781, loss_cls: 3.6216, loss: 3.6216, grad_norm: 2.2601 2020-07-25 10:36:44,405 - mmaction - INFO - Epoch [57][3180/3757] lr: 7.796e-02, eta: 3 days, 8:26:48, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.4828, loss_cls: 3.5914, loss: 3.5914, grad_norm: 2.2901 2020-07-25 10:36:55,899 - mmaction - INFO - Epoch [57][3200/3757] lr: 7.796e-02, eta: 3 days, 8:26:30, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4711, loss_cls: 3.6139, loss: 3.6139, grad_norm: 2.2586 2020-07-25 10:37:07,267 - mmaction - INFO - Epoch [57][3220/3757] lr: 7.796e-02, eta: 3 days, 8:26:11, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4680, loss_cls: 3.6494, loss: 3.6494, grad_norm: 2.1756 2020-07-25 10:37:18,711 - mmaction - INFO - Epoch [57][3240/3757] lr: 7.796e-02, eta: 3 days, 8:25:53, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4883, loss_cls: 3.5134, loss: 3.5134, grad_norm: 2.2455 2020-07-25 10:37:30,186 - mmaction - INFO - Epoch [57][3260/3757] lr: 7.796e-02, eta: 3 days, 8:25:34, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4680, loss_cls: 3.6686, loss: 3.6686, grad_norm: 2.2719 2020-07-25 10:37:41,570 - mmaction - INFO - Epoch [57][3280/3757] lr: 7.796e-02, eta: 3 days, 8:25:15, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4828, loss_cls: 3.5404, loss: 3.5404, grad_norm: 2.1977 2020-07-25 10:37:53,070 - mmaction - INFO - Epoch [57][3300/3757] lr: 7.796e-02, eta: 3 days, 8:24:57, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4625, loss_cls: 3.5878, loss: 3.5878, grad_norm: 2.2751 2020-07-25 10:38:04,504 - mmaction - INFO - Epoch [57][3320/3757] lr: 7.796e-02, eta: 3 days, 8:24:38, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4914, loss_cls: 3.5716, loss: 3.5716, grad_norm: 2.2994 2020-07-25 10:38:15,993 - mmaction - INFO - Epoch [57][3340/3757] lr: 7.796e-02, eta: 3 days, 8:24:20, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4523, loss_cls: 3.6861, loss: 3.6861, grad_norm: 2.3455 2020-07-25 10:38:27,473 - mmaction - INFO - Epoch [57][3360/3757] lr: 7.796e-02, eta: 3 days, 8:24:02, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4484, loss_cls: 3.7043, loss: 3.7043, grad_norm: 2.2598 2020-07-25 10:38:38,918 - mmaction - INFO - Epoch [57][3380/3757] lr: 7.796e-02, eta: 3 days, 8:23:43, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4766, loss_cls: 3.6023, loss: 3.6023, grad_norm: 2.1844 2020-07-25 10:38:50,301 - mmaction - INFO - Epoch [57][3400/3757] lr: 7.796e-02, eta: 3 days, 8:23:24, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4836, loss_cls: 3.6293, loss: 3.6293, grad_norm: 2.2553 2020-07-25 10:39:01,648 - mmaction - INFO - Epoch [57][3420/3757] lr: 7.796e-02, eta: 3 days, 8:23:05, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4688, loss_cls: 3.5974, loss: 3.5974, grad_norm: 2.2704 2020-07-25 10:39:13,107 - mmaction - INFO - Epoch [57][3440/3757] lr: 7.796e-02, eta: 3 days, 8:22:47, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4922, loss_cls: 3.5378, loss: 3.5378, grad_norm: 2.2834 2020-07-25 10:39:24,484 - mmaction - INFO - Epoch [57][3460/3757] lr: 7.796e-02, eta: 3 days, 8:22:28, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4641, loss_cls: 3.6431, loss: 3.6431, grad_norm: 2.3379 2020-07-25 10:39:35,889 - mmaction - INFO - Epoch [57][3480/3757] lr: 7.796e-02, eta: 3 days, 8:22:09, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4813, loss_cls: 3.6702, loss: 3.6702, grad_norm: 2.3005 2020-07-25 10:39:47,362 - mmaction - INFO - Epoch [57][3500/3757] lr: 7.796e-02, eta: 3 days, 8:21:51, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4703, loss_cls: 3.6447, loss: 3.6447, grad_norm: 2.2647 2020-07-25 10:39:58,793 - mmaction - INFO - Epoch [57][3520/3757] lr: 7.796e-02, eta: 3 days, 8:21:32, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4641, loss_cls: 3.6860, loss: 3.6860, grad_norm: 2.2830 2020-07-25 10:40:10,184 - mmaction - INFO - Epoch [57][3540/3757] lr: 7.796e-02, eta: 3 days, 8:21:13, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4930, loss_cls: 3.5611, loss: 3.5611, grad_norm: 2.2631 2020-07-25 10:40:21,541 - mmaction - INFO - Epoch [57][3560/3757] lr: 7.796e-02, eta: 3 days, 8:20:54, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4938, loss_cls: 3.5847, loss: 3.5847, grad_norm: 2.2930 2020-07-25 10:40:32,990 - mmaction - INFO - Epoch [57][3580/3757] lr: 7.796e-02, eta: 3 days, 8:20:36, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4352, loss_cls: 3.7536, loss: 3.7536, grad_norm: 2.3587 2020-07-25 10:40:44,473 - mmaction - INFO - Epoch [57][3600/3757] lr: 7.796e-02, eta: 3 days, 8:20:18, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4727, loss_cls: 3.6546, loss: 3.6546, grad_norm: 2.2554 2020-07-25 10:40:55,791 - mmaction - INFO - Epoch [57][3620/3757] lr: 7.796e-02, eta: 3 days, 8:19:58, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4617, loss_cls: 3.6884, loss: 3.6884, grad_norm: 2.2922 2020-07-25 10:41:07,174 - mmaction - INFO - Epoch [57][3640/3757] lr: 7.796e-02, eta: 3 days, 8:19:40, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4875, loss_cls: 3.5554, loss: 3.5554, grad_norm: 2.3120 2020-07-25 10:41:18,567 - mmaction - INFO - Epoch [57][3660/3757] lr: 7.796e-02, eta: 3 days, 8:19:21, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4695, loss_cls: 3.6182, loss: 3.6182, grad_norm: 2.2567 2020-07-25 10:41:30,024 - mmaction - INFO - Epoch [57][3680/3757] lr: 7.796e-02, eta: 3 days, 8:19:02, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4789, loss_cls: 3.6364, loss: 3.6364, grad_norm: 2.2736 2020-07-25 10:41:41,392 - mmaction - INFO - Epoch [57][3700/3757] lr: 7.796e-02, eta: 3 days, 8:18:43, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4727, loss_cls: 3.6485, loss: 3.6485, grad_norm: 2.2782 2020-07-25 10:41:52,779 - mmaction - INFO - Epoch [57][3720/3757] lr: 7.796e-02, eta: 3 days, 8:18:25, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4547, loss_cls: 3.6909, loss: 3.6909, grad_norm: 2.2445 2020-07-25 10:42:04,250 - mmaction - INFO - Epoch [57][3740/3757] lr: 7.796e-02, eta: 3 days, 8:18:06, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4570, loss_cls: 3.6869, loss: 3.6869, grad_norm: 2.2323 2020-07-25 10:45:06,405 - mmaction - INFO - Epoch [58][20/3757] lr: 7.723e-02, eta: 3 days, 8:31:12, time: 8.389, data_time: 7.700, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4617, loss_cls: 3.6660, loss: 3.6660, grad_norm: 2.1970 2020-07-25 10:45:17,678 - mmaction - INFO - Epoch [58][40/3757] lr: 7.723e-02, eta: 3 days, 8:30:52, time: 0.563, data_time: 0.001, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5203, loss_cls: 3.4646, loss: 3.4646, grad_norm: 2.1639 2020-07-25 10:45:29,111 - mmaction - INFO - Epoch [58][60/3757] lr: 7.723e-02, eta: 3 days, 8:30:33, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4969, loss_cls: 3.5694, loss: 3.5694, grad_norm: 2.2451 2020-07-25 10:45:40,396 - mmaction - INFO - Epoch [58][80/3757] lr: 7.723e-02, eta: 3 days, 8:30:14, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4750, loss_cls: 3.5575, loss: 3.5575, grad_norm: 2.2919 2020-07-25 10:45:51,805 - mmaction - INFO - Epoch [58][100/3757] lr: 7.723e-02, eta: 3 days, 8:29:55, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4695, loss_cls: 3.6211, loss: 3.6211, grad_norm: 2.2085 2020-07-25 10:46:03,221 - mmaction - INFO - Epoch [58][120/3757] lr: 7.723e-02, eta: 3 days, 8:29:36, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4531, loss_cls: 3.7200, loss: 3.7200, grad_norm: 2.1794 2020-07-25 10:46:14,565 - mmaction - INFO - Epoch [58][140/3757] lr: 7.723e-02, eta: 3 days, 8:29:17, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.5156, loss_cls: 3.4598, loss: 3.4598, grad_norm: 2.2614 2020-07-25 10:46:25,917 - mmaction - INFO - Epoch [58][160/3757] lr: 7.723e-02, eta: 3 days, 8:28:57, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4844, loss_cls: 3.5386, loss: 3.5386, grad_norm: 2.2848 2020-07-25 10:46:37,351 - mmaction - INFO - Epoch [58][180/3757] lr: 7.723e-02, eta: 3 days, 8:28:39, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4758, loss_cls: 3.6375, loss: 3.6375, grad_norm: 2.2830 2020-07-25 10:46:48,691 - mmaction - INFO - Epoch [58][200/3757] lr: 7.723e-02, eta: 3 days, 8:28:19, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4930, loss_cls: 3.6019, loss: 3.6019, grad_norm: 2.2320 2020-07-25 10:47:00,121 - mmaction - INFO - Epoch [58][220/3757] lr: 7.723e-02, eta: 3 days, 8:28:01, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4750, loss_cls: 3.6368, loss: 3.6368, grad_norm: 2.2884 2020-07-25 10:47:11,472 - mmaction - INFO - Epoch [58][240/3757] lr: 7.723e-02, eta: 3 days, 8:27:41, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4852, loss_cls: 3.5998, loss: 3.5998, grad_norm: 2.2564 2020-07-25 10:47:22,827 - mmaction - INFO - Epoch [58][260/3757] lr: 7.723e-02, eta: 3 days, 8:27:22, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.4875, loss_cls: 3.5040, loss: 3.5040, grad_norm: 2.3273 2020-07-25 10:47:34,159 - mmaction - INFO - Epoch [58][280/3757] lr: 7.723e-02, eta: 3 days, 8:27:03, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4867, loss_cls: 3.5734, loss: 3.5734, grad_norm: 2.2435 2020-07-25 10:47:45,584 - mmaction - INFO - Epoch [58][300/3757] lr: 7.723e-02, eta: 3 days, 8:26:44, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4727, loss_cls: 3.5667, loss: 3.5667, grad_norm: 2.2548 2020-07-25 10:47:56,989 - mmaction - INFO - Epoch [58][320/3757] lr: 7.723e-02, eta: 3 days, 8:26:25, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4766, loss_cls: 3.5843, loss: 3.5843, grad_norm: 2.2928 2020-07-25 10:48:08,382 - mmaction - INFO - Epoch [58][340/3757] lr: 7.723e-02, eta: 3 days, 8:26:06, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4797, loss_cls: 3.6074, loss: 3.6074, grad_norm: 2.2643 2020-07-25 10:48:19,797 - mmaction - INFO - Epoch [58][360/3757] lr: 7.723e-02, eta: 3 days, 8:25:48, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4734, loss_cls: 3.6480, loss: 3.6480, grad_norm: 2.2575 2020-07-25 10:48:31,292 - mmaction - INFO - Epoch [58][380/3757] lr: 7.723e-02, eta: 3 days, 8:25:29, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4805, loss_cls: 3.6262, loss: 3.6262, grad_norm: 2.2519 2020-07-25 10:48:42,792 - mmaction - INFO - Epoch [58][400/3757] lr: 7.723e-02, eta: 3 days, 8:25:11, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4766, loss_cls: 3.6546, loss: 3.6546, grad_norm: 2.2533 2020-07-25 10:48:54,271 - mmaction - INFO - Epoch [58][420/3757] lr: 7.723e-02, eta: 3 days, 8:24:52, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4797, loss_cls: 3.6015, loss: 3.6015, grad_norm: 2.2056 2020-07-25 10:49:05,716 - mmaction - INFO - Epoch [58][440/3757] lr: 7.723e-02, eta: 3 days, 8:24:34, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4758, loss_cls: 3.6674, loss: 3.6674, grad_norm: 2.2732 2020-07-25 10:49:17,074 - mmaction - INFO - Epoch [58][460/3757] lr: 7.723e-02, eta: 3 days, 8:24:15, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4805, loss_cls: 3.5879, loss: 3.5879, grad_norm: 2.2719 2020-07-25 10:49:28,414 - mmaction - INFO - Epoch [58][480/3757] lr: 7.723e-02, eta: 3 days, 8:23:55, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4719, loss_cls: 3.6156, loss: 3.6156, grad_norm: 2.2686 2020-07-25 10:49:39,890 - mmaction - INFO - Epoch [58][500/3757] lr: 7.723e-02, eta: 3 days, 8:23:37, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4594, loss_cls: 3.6076, loss: 3.6076, grad_norm: 2.3600 2020-07-25 10:49:51,242 - mmaction - INFO - Epoch [58][520/3757] lr: 7.723e-02, eta: 3 days, 8:23:18, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4750, loss_cls: 3.5587, loss: 3.5587, grad_norm: 2.3375 2020-07-25 10:50:02,693 - mmaction - INFO - Epoch [58][540/3757] lr: 7.723e-02, eta: 3 days, 8:22:59, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4859, loss_cls: 3.5681, loss: 3.5681, grad_norm: 2.3183 2020-07-25 10:50:14,076 - mmaction - INFO - Epoch [58][560/3757] lr: 7.723e-02, eta: 3 days, 8:22:40, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.2609, top5_acc: 0.4844, loss_cls: 3.5810, loss: 3.5810, grad_norm: 2.2746 2020-07-25 10:50:25,421 - mmaction - INFO - Epoch [58][580/3757] lr: 7.723e-02, eta: 3 days, 8:22:21, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4719, loss_cls: 3.5883, loss: 3.5883, grad_norm: 2.2747 2020-07-25 10:50:36,787 - mmaction - INFO - Epoch [58][600/3757] lr: 7.723e-02, eta: 3 days, 8:22:02, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4836, loss_cls: 3.5426, loss: 3.5426, grad_norm: 2.2664 2020-07-25 10:50:48,077 - mmaction - INFO - Epoch [58][620/3757] lr: 7.723e-02, eta: 3 days, 8:21:43, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4781, loss_cls: 3.5540, loss: 3.5540, grad_norm: 2.2538 2020-07-25 10:50:59,456 - mmaction - INFO - Epoch [58][640/3757] lr: 7.723e-02, eta: 3 days, 8:21:24, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4906, loss_cls: 3.5830, loss: 3.5830, grad_norm: 2.2868 2020-07-25 10:51:10,840 - mmaction - INFO - Epoch [58][660/3757] lr: 7.723e-02, eta: 3 days, 8:21:05, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4906, loss_cls: 3.5532, loss: 3.5532, grad_norm: 2.2801 2020-07-25 10:51:22,292 - mmaction - INFO - Epoch [58][680/3757] lr: 7.723e-02, eta: 3 days, 8:20:46, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4945, loss_cls: 3.5439, loss: 3.5439, grad_norm: 2.3751 2020-07-25 10:51:33,577 - mmaction - INFO - Epoch [58][700/3757] lr: 7.723e-02, eta: 3 days, 8:20:27, time: 0.564, data_time: 0.001, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4547, loss_cls: 3.6904, loss: 3.6904, grad_norm: 2.3025 2020-07-25 10:51:45,070 - mmaction - INFO - Epoch [58][720/3757] lr: 7.723e-02, eta: 3 days, 8:20:08, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4773, loss_cls: 3.5567, loss: 3.5567, grad_norm: 2.2862 2020-07-25 10:51:56,420 - mmaction - INFO - Epoch [58][740/3757] lr: 7.723e-02, eta: 3 days, 8:19:49, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4547, loss_cls: 3.6199, loss: 3.6199, grad_norm: 2.3812 2020-07-25 10:52:07,841 - mmaction - INFO - Epoch [58][760/3757] lr: 7.723e-02, eta: 3 days, 8:19:31, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4813, loss_cls: 3.5671, loss: 3.5671, grad_norm: 2.2867 2020-07-25 10:52:19,257 - mmaction - INFO - Epoch [58][780/3757] lr: 7.723e-02, eta: 3 days, 8:19:12, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4734, loss_cls: 3.6166, loss: 3.6166, grad_norm: 2.2839 2020-07-25 10:52:30,644 - mmaction - INFO - Epoch [58][800/3757] lr: 7.723e-02, eta: 3 days, 8:18:53, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4969, loss_cls: 3.5574, loss: 3.5574, grad_norm: 2.2659 2020-07-25 10:52:41,970 - mmaction - INFO - Epoch [58][820/3757] lr: 7.723e-02, eta: 3 days, 8:18:34, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4609, loss_cls: 3.6515, loss: 3.6515, grad_norm: 2.2425 2020-07-25 10:52:53,446 - mmaction - INFO - Epoch [58][840/3757] lr: 7.723e-02, eta: 3 days, 8:18:15, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4867, loss_cls: 3.5548, loss: 3.5548, grad_norm: 2.2735 2020-07-25 10:53:04,950 - mmaction - INFO - Epoch [58][860/3757] lr: 7.723e-02, eta: 3 days, 8:17:57, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4766, loss_cls: 3.5897, loss: 3.5897, grad_norm: 2.3575 2020-07-25 10:53:16,377 - mmaction - INFO - Epoch [58][880/3757] lr: 7.723e-02, eta: 3 days, 8:17:39, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4805, loss_cls: 3.5891, loss: 3.5891, grad_norm: 2.3491 2020-07-25 10:53:27,864 - mmaction - INFO - Epoch [58][900/3757] lr: 7.723e-02, eta: 3 days, 8:17:20, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4820, loss_cls: 3.6003, loss: 3.6003, grad_norm: 2.2568 2020-07-25 10:53:39,286 - mmaction - INFO - Epoch [58][920/3757] lr: 7.723e-02, eta: 3 days, 8:17:02, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4562, loss_cls: 3.6776, loss: 3.6776, grad_norm: 2.2533 2020-07-25 10:53:50,757 - mmaction - INFO - Epoch [58][940/3757] lr: 7.723e-02, eta: 3 days, 8:16:43, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4875, loss_cls: 3.5952, loss: 3.5952, grad_norm: 2.2918 2020-07-25 10:54:02,154 - mmaction - INFO - Epoch [58][960/3757] lr: 7.723e-02, eta: 3 days, 8:16:24, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4750, loss_cls: 3.6271, loss: 3.6271, grad_norm: 2.3151 2020-07-25 10:54:13,632 - mmaction - INFO - Epoch [58][980/3757] lr: 7.723e-02, eta: 3 days, 8:16:06, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4789, loss_cls: 3.5426, loss: 3.5426, grad_norm: 2.2247 2020-07-25 10:54:25,106 - mmaction - INFO - Epoch [58][1000/3757] lr: 7.723e-02, eta: 3 days, 8:15:48, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4859, loss_cls: 3.4775, loss: 3.4775, grad_norm: 2.2355 2020-07-25 10:54:36,477 - mmaction - INFO - Epoch [58][1020/3757] lr: 7.723e-02, eta: 3 days, 8:15:29, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4672, loss_cls: 3.6735, loss: 3.6735, grad_norm: 2.4089 2020-07-25 10:54:47,926 - mmaction - INFO - Epoch [58][1040/3757] lr: 7.723e-02, eta: 3 days, 8:15:10, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4656, loss_cls: 3.7408, loss: 3.7408, grad_norm: 2.2959 2020-07-25 10:54:59,334 - mmaction - INFO - Epoch [58][1060/3757] lr: 7.723e-02, eta: 3 days, 8:14:52, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4859, loss_cls: 3.6042, loss: 3.6042, grad_norm: 2.1977 2020-07-25 10:55:10,723 - mmaction - INFO - Epoch [58][1080/3757] lr: 7.723e-02, eta: 3 days, 8:14:33, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4836, loss_cls: 3.5323, loss: 3.5323, grad_norm: 2.2497 2020-07-25 10:55:22,168 - mmaction - INFO - Epoch [58][1100/3757] lr: 7.723e-02, eta: 3 days, 8:14:14, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4719, loss_cls: 3.5966, loss: 3.5966, grad_norm: 2.3356 2020-07-25 10:55:33,624 - mmaction - INFO - Epoch [58][1120/3757] lr: 7.723e-02, eta: 3 days, 8:13:56, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.4836, loss_cls: 3.5721, loss: 3.5721, grad_norm: 2.3187 2020-07-25 10:55:45,080 - mmaction - INFO - Epoch [58][1140/3757] lr: 7.723e-02, eta: 3 days, 8:13:37, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2094, top5_acc: 0.4461, loss_cls: 3.7523, loss: 3.7523, grad_norm: 2.2530 2020-07-25 10:55:56,488 - mmaction - INFO - Epoch [58][1160/3757] lr: 7.723e-02, eta: 3 days, 8:13:19, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4547, loss_cls: 3.6825, loss: 3.6825, grad_norm: 2.1872 2020-07-25 10:56:07,843 - mmaction - INFO - Epoch [58][1180/3757] lr: 7.723e-02, eta: 3 days, 8:13:00, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4797, loss_cls: 3.5933, loss: 3.5933, grad_norm: 2.2033 2020-07-25 10:56:19,332 - mmaction - INFO - Epoch [58][1200/3757] lr: 7.723e-02, eta: 3 days, 8:12:41, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4648, loss_cls: 3.5932, loss: 3.5932, grad_norm: 2.1870 2020-07-25 10:56:30,730 - mmaction - INFO - Epoch [58][1220/3757] lr: 7.723e-02, eta: 3 days, 8:12:23, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.5023, loss_cls: 3.4869, loss: 3.4869, grad_norm: 2.2136 2020-07-25 10:56:42,210 - mmaction - INFO - Epoch [58][1240/3757] lr: 7.723e-02, eta: 3 days, 8:12:04, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4820, loss_cls: 3.6089, loss: 3.6089, grad_norm: 2.3487 2020-07-25 10:56:53,704 - mmaction - INFO - Epoch [58][1260/3757] lr: 7.723e-02, eta: 3 days, 8:11:46, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4719, loss_cls: 3.5935, loss: 3.5935, grad_norm: 2.2119 2020-07-25 10:57:05,155 - mmaction - INFO - Epoch [58][1280/3757] lr: 7.723e-02, eta: 3 days, 8:11:28, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4672, loss_cls: 3.6486, loss: 3.6486, grad_norm: 2.2419 2020-07-25 10:57:16,531 - mmaction - INFO - Epoch [58][1300/3757] lr: 7.723e-02, eta: 3 days, 8:11:09, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4617, loss_cls: 3.6824, loss: 3.6824, grad_norm: 2.3093 2020-07-25 10:57:27,916 - mmaction - INFO - Epoch [58][1320/3757] lr: 7.723e-02, eta: 3 days, 8:10:50, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4727, loss_cls: 3.6687, loss: 3.6687, grad_norm: 2.2620 2020-07-25 10:57:39,404 - mmaction - INFO - Epoch [58][1340/3757] lr: 7.723e-02, eta: 3 days, 8:10:32, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4758, loss_cls: 3.6244, loss: 3.6244, grad_norm: 2.2072 2020-07-25 10:57:50,881 - mmaction - INFO - Epoch [58][1360/3757] lr: 7.723e-02, eta: 3 days, 8:10:13, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4953, loss_cls: 3.5391, loss: 3.5391, grad_norm: 2.2820 2020-07-25 10:58:02,269 - mmaction - INFO - Epoch [58][1380/3757] lr: 7.723e-02, eta: 3 days, 8:09:55, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4844, loss_cls: 3.6125, loss: 3.6125, grad_norm: 2.3074 2020-07-25 10:58:13,646 - mmaction - INFO - Epoch [58][1400/3757] lr: 7.723e-02, eta: 3 days, 8:09:36, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4555, loss_cls: 3.6932, loss: 3.6932, grad_norm: 2.3329 2020-07-25 10:58:25,111 - mmaction - INFO - Epoch [58][1420/3757] lr: 7.723e-02, eta: 3 days, 8:09:17, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4734, loss_cls: 3.5509, loss: 3.5509, grad_norm: 2.2512 2020-07-25 10:58:36,471 - mmaction - INFO - Epoch [58][1440/3757] lr: 7.723e-02, eta: 3 days, 8:08:58, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4766, loss_cls: 3.6123, loss: 3.6123, grad_norm: 2.2292 2020-07-25 10:58:48,021 - mmaction - INFO - Epoch [58][1460/3757] lr: 7.723e-02, eta: 3 days, 8:08:41, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4875, loss_cls: 3.5697, loss: 3.5697, grad_norm: 2.2692 2020-07-25 10:58:59,404 - mmaction - INFO - Epoch [58][1480/3757] lr: 7.723e-02, eta: 3 days, 8:08:22, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4719, loss_cls: 3.6054, loss: 3.6054, grad_norm: 2.3282 2020-07-25 10:59:10,810 - mmaction - INFO - Epoch [58][1500/3757] lr: 7.723e-02, eta: 3 days, 8:08:03, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4695, loss_cls: 3.6646, loss: 3.6646, grad_norm: 2.2395 2020-07-25 10:59:22,319 - mmaction - INFO - Epoch [58][1520/3757] lr: 7.723e-02, eta: 3 days, 8:07:45, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4719, loss_cls: 3.6752, loss: 3.6752, grad_norm: 2.2408 2020-07-25 10:59:33,811 - mmaction - INFO - Epoch [58][1540/3757] lr: 7.723e-02, eta: 3 days, 8:07:27, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4719, loss_cls: 3.6277, loss: 3.6277, grad_norm: 2.2489 2020-07-25 10:59:45,278 - mmaction - INFO - Epoch [58][1560/3757] lr: 7.723e-02, eta: 3 days, 8:07:09, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4844, loss_cls: 3.5415, loss: 3.5415, grad_norm: 2.2128 2020-07-25 10:59:56,611 - mmaction - INFO - Epoch [58][1580/3757] lr: 7.723e-02, eta: 3 days, 8:06:50, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4586, loss_cls: 3.6641, loss: 3.6641, grad_norm: 2.2820 2020-07-25 11:00:13,981 - mmaction - INFO - Epoch [58][1600/3757] lr: 7.723e-02, eta: 3 days, 8:07:03, time: 0.866, data_time: 0.006, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4430, loss_cls: 3.7764, loss: 3.7764, grad_norm: 2.3411 2020-07-25 11:00:25,440 - mmaction - INFO - Epoch [58][1620/3757] lr: 7.723e-02, eta: 3 days, 8:06:45, time: 0.575, data_time: 0.006, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4492, loss_cls: 3.7227, loss: 3.7227, grad_norm: 2.2310 2020-07-25 11:00:36,977 - mmaction - INFO - Epoch [58][1640/3757] lr: 7.723e-02, eta: 3 days, 8:06:27, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4820, loss_cls: 3.5944, loss: 3.5944, grad_norm: 2.1672 2020-07-25 11:00:48,504 - mmaction - INFO - Epoch [58][1660/3757] lr: 7.723e-02, eta: 3 days, 8:06:09, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4711, loss_cls: 3.6133, loss: 3.6133, grad_norm: 2.3062 2020-07-25 11:00:59,940 - mmaction - INFO - Epoch [58][1680/3757] lr: 7.723e-02, eta: 3 days, 8:05:51, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4984, loss_cls: 3.5196, loss: 3.5196, grad_norm: 2.1948 2020-07-25 11:01:11,386 - mmaction - INFO - Epoch [58][1700/3757] lr: 7.723e-02, eta: 3 days, 8:05:32, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4633, loss_cls: 3.6540, loss: 3.6540, grad_norm: 2.2124 2020-07-25 11:01:22,838 - mmaction - INFO - Epoch [58][1720/3757] lr: 7.723e-02, eta: 3 days, 8:05:14, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4820, loss_cls: 3.5992, loss: 3.5992, grad_norm: 2.2223 2020-07-25 11:01:34,229 - mmaction - INFO - Epoch [58][1740/3757] lr: 7.723e-02, eta: 3 days, 8:04:55, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4625, loss_cls: 3.6348, loss: 3.6348, grad_norm: 2.2471 2020-07-25 11:01:45,735 - mmaction - INFO - Epoch [58][1760/3757] lr: 7.723e-02, eta: 3 days, 8:04:37, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4750, loss_cls: 3.6037, loss: 3.6037, grad_norm: 2.2612 2020-07-25 11:01:57,227 - mmaction - INFO - Epoch [58][1780/3757] lr: 7.723e-02, eta: 3 days, 8:04:19, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4625, loss_cls: 3.6516, loss: 3.6516, grad_norm: 2.2744 2020-07-25 11:02:08,661 - mmaction - INFO - Epoch [58][1800/3757] lr: 7.723e-02, eta: 3 days, 8:04:01, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4938, loss_cls: 3.6044, loss: 3.6044, grad_norm: 2.2819 2020-07-25 11:02:20,132 - mmaction - INFO - Epoch [58][1820/3757] lr: 7.723e-02, eta: 3 days, 8:03:42, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4906, loss_cls: 3.5477, loss: 3.5477, grad_norm: 2.3010 2020-07-25 11:02:31,552 - mmaction - INFO - Epoch [58][1840/3757] lr: 7.723e-02, eta: 3 days, 8:03:24, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4594, loss_cls: 3.5892, loss: 3.5892, grad_norm: 2.2247 2020-07-25 11:02:43,136 - mmaction - INFO - Epoch [58][1860/3757] lr: 7.723e-02, eta: 3 days, 8:03:06, time: 0.579, data_time: 0.002, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4523, loss_cls: 3.6353, loss: 3.6353, grad_norm: 2.2519 2020-07-25 11:02:54,675 - mmaction - INFO - Epoch [58][1880/3757] lr: 7.723e-02, eta: 3 days, 8:02:48, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4820, loss_cls: 3.5682, loss: 3.5682, grad_norm: 2.2784 2020-07-25 11:03:06,161 - mmaction - INFO - Epoch [58][1900/3757] lr: 7.723e-02, eta: 3 days, 8:02:30, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4789, loss_cls: 3.6394, loss: 3.6394, grad_norm: 2.3346 2020-07-25 11:03:17,613 - mmaction - INFO - Epoch [58][1920/3757] lr: 7.723e-02, eta: 3 days, 8:02:12, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4695, loss_cls: 3.6158, loss: 3.6158, grad_norm: 2.3056 2020-07-25 11:03:28,997 - mmaction - INFO - Epoch [58][1940/3757] lr: 7.723e-02, eta: 3 days, 8:01:53, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4852, loss_cls: 3.5604, loss: 3.5604, grad_norm: 2.3432 2020-07-25 11:03:40,454 - mmaction - INFO - Epoch [58][1960/3757] lr: 7.723e-02, eta: 3 days, 8:01:35, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2039, top5_acc: 0.4648, loss_cls: 3.7129, loss: 3.7129, grad_norm: 2.2808 2020-07-25 11:03:51,842 - mmaction - INFO - Epoch [58][1980/3757] lr: 7.723e-02, eta: 3 days, 8:01:16, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4719, loss_cls: 3.6047, loss: 3.6047, grad_norm: 2.2151 2020-07-25 11:04:03,231 - mmaction - INFO - Epoch [58][2000/3757] lr: 7.723e-02, eta: 3 days, 8:00:57, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4969, loss_cls: 3.5211, loss: 3.5211, grad_norm: 2.3079 2020-07-25 11:04:14,726 - mmaction - INFO - Epoch [58][2020/3757] lr: 7.723e-02, eta: 3 days, 8:00:39, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.5094, loss_cls: 3.5131, loss: 3.5131, grad_norm: 2.3159 2020-07-25 11:04:26,122 - mmaction - INFO - Epoch [58][2040/3757] lr: 7.723e-02, eta: 3 days, 8:00:21, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4805, loss_cls: 3.5981, loss: 3.5981, grad_norm: 2.3127 2020-07-25 11:04:37,570 - mmaction - INFO - Epoch [58][2060/3757] lr: 7.723e-02, eta: 3 days, 8:00:02, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2125, top5_acc: 0.4656, loss_cls: 3.6789, loss: 3.6789, grad_norm: 2.3084 2020-07-25 11:04:49,040 - mmaction - INFO - Epoch [58][2080/3757] lr: 7.723e-02, eta: 3 days, 7:59:44, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4695, loss_cls: 3.6508, loss: 3.6508, grad_norm: 2.2365 2020-07-25 11:05:00,561 - mmaction - INFO - Epoch [58][2100/3757] lr: 7.723e-02, eta: 3 days, 7:59:26, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4742, loss_cls: 3.6037, loss: 3.6037, grad_norm: 2.2366 2020-07-25 11:05:12,068 - mmaction - INFO - Epoch [58][2120/3757] lr: 7.723e-02, eta: 3 days, 7:59:08, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4766, loss_cls: 3.6094, loss: 3.6094, grad_norm: 2.2200 2020-07-25 11:05:23,544 - mmaction - INFO - Epoch [58][2140/3757] lr: 7.723e-02, eta: 3 days, 7:58:50, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.5000, loss_cls: 3.5464, loss: 3.5464, grad_norm: 2.2962 2020-07-25 11:05:35,077 - mmaction - INFO - Epoch [58][2160/3757] lr: 7.723e-02, eta: 3 days, 7:58:32, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4820, loss_cls: 3.5606, loss: 3.5606, grad_norm: 2.2776 2020-07-25 11:05:46,523 - mmaction - INFO - Epoch [58][2180/3757] lr: 7.723e-02, eta: 3 days, 7:58:14, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4781, loss_cls: 3.5622, loss: 3.5622, grad_norm: 2.2575 2020-07-25 11:05:57,902 - mmaction - INFO - Epoch [58][2200/3757] lr: 7.723e-02, eta: 3 days, 7:57:55, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4656, loss_cls: 3.6571, loss: 3.6571, grad_norm: 2.2750 2020-07-25 11:06:09,359 - mmaction - INFO - Epoch [58][2220/3757] lr: 7.723e-02, eta: 3 days, 7:57:37, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4633, loss_cls: 3.6607, loss: 3.6607, grad_norm: 2.2293 2020-07-25 11:06:20,838 - mmaction - INFO - Epoch [58][2240/3757] lr: 7.723e-02, eta: 3 days, 7:57:19, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4719, loss_cls: 3.6496, loss: 3.6496, grad_norm: 2.2489 2020-07-25 11:06:32,312 - mmaction - INFO - Epoch [58][2260/3757] lr: 7.723e-02, eta: 3 days, 7:57:00, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4781, loss_cls: 3.6144, loss: 3.6144, grad_norm: 2.2445 2020-07-25 11:06:43,680 - mmaction - INFO - Epoch [58][2280/3757] lr: 7.723e-02, eta: 3 days, 7:56:42, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4820, loss_cls: 3.5668, loss: 3.5668, grad_norm: 2.2704 2020-07-25 11:06:55,057 - mmaction - INFO - Epoch [58][2300/3757] lr: 7.723e-02, eta: 3 days, 7:56:23, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4523, loss_cls: 3.6627, loss: 3.6627, grad_norm: 2.3375 2020-07-25 11:07:06,520 - mmaction - INFO - Epoch [58][2320/3757] lr: 7.723e-02, eta: 3 days, 7:56:05, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4672, loss_cls: 3.6475, loss: 3.6475, grad_norm: 2.2725 2020-07-25 11:07:17,972 - mmaction - INFO - Epoch [58][2340/3757] lr: 7.723e-02, eta: 3 days, 7:55:46, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4813, loss_cls: 3.5770, loss: 3.5770, grad_norm: 2.3117 2020-07-25 11:07:29,375 - mmaction - INFO - Epoch [58][2360/3757] lr: 7.723e-02, eta: 3 days, 7:55:28, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4852, loss_cls: 3.5846, loss: 3.5846, grad_norm: 2.2876 2020-07-25 11:07:40,853 - mmaction - INFO - Epoch [58][2380/3757] lr: 7.723e-02, eta: 3 days, 7:55:10, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4609, loss_cls: 3.6418, loss: 3.6418, grad_norm: 2.2188 2020-07-25 11:07:52,309 - mmaction - INFO - Epoch [58][2400/3757] lr: 7.723e-02, eta: 3 days, 7:54:52, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4891, loss_cls: 3.5357, loss: 3.5357, grad_norm: 2.1788 2020-07-25 11:08:03,779 - mmaction - INFO - Epoch [58][2420/3757] lr: 7.723e-02, eta: 3 days, 7:54:33, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4664, loss_cls: 3.6188, loss: 3.6188, grad_norm: 2.2802 2020-07-25 11:08:15,346 - mmaction - INFO - Epoch [58][2440/3757] lr: 7.723e-02, eta: 3 days, 7:54:16, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4977, loss_cls: 3.5214, loss: 3.5214, grad_norm: 2.1849 2020-07-25 11:08:26,724 - mmaction - INFO - Epoch [58][2460/3757] lr: 7.723e-02, eta: 3 days, 7:53:57, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.5008, loss_cls: 3.5042, loss: 3.5042, grad_norm: 2.2879 2020-07-25 11:08:38,210 - mmaction - INFO - Epoch [58][2480/3757] lr: 7.723e-02, eta: 3 days, 7:53:39, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.4938, loss_cls: 3.5420, loss: 3.5420, grad_norm: 2.3740 2020-07-25 11:08:49,622 - mmaction - INFO - Epoch [58][2500/3757] lr: 7.723e-02, eta: 3 days, 7:53:21, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4641, loss_cls: 3.6950, loss: 3.6950, grad_norm: 2.2424 2020-07-25 11:09:01,019 - mmaction - INFO - Epoch [58][2520/3757] lr: 7.723e-02, eta: 3 days, 7:53:02, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4414, loss_cls: 3.6776, loss: 3.6776, grad_norm: 2.2274 2020-07-25 11:09:12,457 - mmaction - INFO - Epoch [58][2540/3757] lr: 7.723e-02, eta: 3 days, 7:52:44, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4734, loss_cls: 3.5775, loss: 3.5775, grad_norm: 2.2697 2020-07-25 11:09:23,829 - mmaction - INFO - Epoch [58][2560/3757] lr: 7.723e-02, eta: 3 days, 7:52:25, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4688, loss_cls: 3.6262, loss: 3.6262, grad_norm: 2.2508 2020-07-25 11:09:35,177 - mmaction - INFO - Epoch [58][2580/3757] lr: 7.723e-02, eta: 3 days, 7:52:06, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4539, loss_cls: 3.6740, loss: 3.6740, grad_norm: 2.3105 2020-07-25 11:09:46,569 - mmaction - INFO - Epoch [58][2600/3757] lr: 7.723e-02, eta: 3 days, 7:51:48, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.5016, loss_cls: 3.4773, loss: 3.4773, grad_norm: 2.2739 2020-07-25 11:09:57,953 - mmaction - INFO - Epoch [58][2620/3757] lr: 7.723e-02, eta: 3 days, 7:51:29, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4664, loss_cls: 3.6429, loss: 3.6429, grad_norm: 2.3040 2020-07-25 11:10:09,490 - mmaction - INFO - Epoch [58][2640/3757] lr: 7.723e-02, eta: 3 days, 7:51:11, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4672, loss_cls: 3.5957, loss: 3.5957, grad_norm: 2.2619 2020-07-25 11:10:20,935 - mmaction - INFO - Epoch [58][2660/3757] lr: 7.723e-02, eta: 3 days, 7:50:53, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4797, loss_cls: 3.6439, loss: 3.6439, grad_norm: 2.1792 2020-07-25 11:10:32,452 - mmaction - INFO - Epoch [58][2680/3757] lr: 7.723e-02, eta: 3 days, 7:50:35, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4945, loss_cls: 3.5918, loss: 3.5918, grad_norm: 2.2088 2020-07-25 11:10:43,908 - mmaction - INFO - Epoch [58][2700/3757] lr: 7.723e-02, eta: 3 days, 7:50:17, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4672, loss_cls: 3.6628, loss: 3.6628, grad_norm: 2.2648 2020-07-25 11:10:55,378 - mmaction - INFO - Epoch [58][2720/3757] lr: 7.723e-02, eta: 3 days, 7:49:59, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4727, loss_cls: 3.6293, loss: 3.6293, grad_norm: 2.2640 2020-07-25 11:11:06,759 - mmaction - INFO - Epoch [58][2740/3757] lr: 7.723e-02, eta: 3 days, 7:49:40, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4688, loss_cls: 3.6145, loss: 3.6145, grad_norm: 2.2873 2020-07-25 11:11:18,169 - mmaction - INFO - Epoch [58][2760/3757] lr: 7.723e-02, eta: 3 days, 7:49:22, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4813, loss_cls: 3.5836, loss: 3.5836, grad_norm: 2.3473 2020-07-25 11:11:29,621 - mmaction - INFO - Epoch [58][2780/3757] lr: 7.723e-02, eta: 3 days, 7:49:04, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4633, loss_cls: 3.6038, loss: 3.6038, grad_norm: 2.2259 2020-07-25 11:11:41,007 - mmaction - INFO - Epoch [58][2800/3757] lr: 7.723e-02, eta: 3 days, 7:48:45, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4773, loss_cls: 3.6130, loss: 3.6130, grad_norm: 2.2720 2020-07-25 11:11:52,407 - mmaction - INFO - Epoch [58][2820/3757] lr: 7.723e-02, eta: 3 days, 7:48:26, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4555, loss_cls: 3.6924, loss: 3.6924, grad_norm: 2.2695 2020-07-25 11:12:03,888 - mmaction - INFO - Epoch [58][2840/3757] lr: 7.723e-02, eta: 3 days, 7:48:08, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4766, loss_cls: 3.5795, loss: 3.5795, grad_norm: 2.2464 2020-07-25 11:12:15,441 - mmaction - INFO - Epoch [58][2860/3757] lr: 7.723e-02, eta: 3 days, 7:47:51, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.2086, top5_acc: 0.4570, loss_cls: 3.7212, loss: 3.7212, grad_norm: 2.2754 2020-07-25 11:12:26,917 - mmaction - INFO - Epoch [58][2880/3757] lr: 7.723e-02, eta: 3 days, 7:47:33, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4703, loss_cls: 3.6294, loss: 3.6294, grad_norm: 2.2342 2020-07-25 11:12:38,406 - mmaction - INFO - Epoch [58][2900/3757] lr: 7.723e-02, eta: 3 days, 7:47:15, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4641, loss_cls: 3.6556, loss: 3.6556, grad_norm: 2.2719 2020-07-25 11:12:49,878 - mmaction - INFO - Epoch [58][2920/3757] lr: 7.723e-02, eta: 3 days, 7:46:57, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4664, loss_cls: 3.6453, loss: 3.6453, grad_norm: 2.3035 2020-07-25 11:13:01,289 - mmaction - INFO - Epoch [58][2940/3757] lr: 7.723e-02, eta: 3 days, 7:46:38, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4664, loss_cls: 3.6109, loss: 3.6109, grad_norm: 2.1863 2020-07-25 11:13:12,674 - mmaction - INFO - Epoch [58][2960/3757] lr: 7.723e-02, eta: 3 days, 7:46:20, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4813, loss_cls: 3.6129, loss: 3.6129, grad_norm: 2.2079 2020-07-25 11:13:24,169 - mmaction - INFO - Epoch [58][2980/3757] lr: 7.723e-02, eta: 3 days, 7:46:02, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4578, loss_cls: 3.6740, loss: 3.6740, grad_norm: 2.2064 2020-07-25 11:13:35,623 - mmaction - INFO - Epoch [58][3000/3757] lr: 7.723e-02, eta: 3 days, 7:45:44, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4773, loss_cls: 3.6341, loss: 3.6341, grad_norm: 2.1901 2020-07-25 11:13:47,182 - mmaction - INFO - Epoch [58][3020/3757] lr: 7.723e-02, eta: 3 days, 7:45:26, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.5070, loss_cls: 3.4684, loss: 3.4684, grad_norm: 2.2191 2020-07-25 11:13:58,600 - mmaction - INFO - Epoch [58][3040/3757] lr: 7.723e-02, eta: 3 days, 7:45:08, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4688, loss_cls: 3.6239, loss: 3.6239, grad_norm: 2.3609 2020-07-25 11:14:10,094 - mmaction - INFO - Epoch [58][3060/3757] lr: 7.723e-02, eta: 3 days, 7:44:50, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4680, loss_cls: 3.6536, loss: 3.6536, grad_norm: 2.2927 2020-07-25 11:14:21,611 - mmaction - INFO - Epoch [58][3080/3757] lr: 7.723e-02, eta: 3 days, 7:44:32, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4648, loss_cls: 3.6890, loss: 3.6890, grad_norm: 2.2749 2020-07-25 11:14:33,068 - mmaction - INFO - Epoch [58][3100/3757] lr: 7.723e-02, eta: 3 days, 7:44:14, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4969, loss_cls: 3.5182, loss: 3.5182, grad_norm: 2.2363 2020-07-25 11:14:44,542 - mmaction - INFO - Epoch [58][3120/3757] lr: 7.723e-02, eta: 3 days, 7:43:56, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.5031, loss_cls: 3.5163, loss: 3.5163, grad_norm: 2.2962 2020-07-25 11:14:56,028 - mmaction - INFO - Epoch [58][3140/3757] lr: 7.723e-02, eta: 3 days, 7:43:38, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.5047, loss_cls: 3.5095, loss: 3.5095, grad_norm: 2.2892 2020-07-25 11:15:07,455 - mmaction - INFO - Epoch [58][3160/3757] lr: 7.723e-02, eta: 3 days, 7:43:19, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4813, loss_cls: 3.6075, loss: 3.6075, grad_norm: 2.3364 2020-07-25 11:15:18,858 - mmaction - INFO - Epoch [58][3180/3757] lr: 7.723e-02, eta: 3 days, 7:43:01, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4641, loss_cls: 3.7145, loss: 3.7145, grad_norm: 2.2865 2020-07-25 11:15:30,250 - mmaction - INFO - Epoch [58][3200/3757] lr: 7.723e-02, eta: 3 days, 7:42:43, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4539, loss_cls: 3.6808, loss: 3.6808, grad_norm: 2.2797 2020-07-25 11:15:41,705 - mmaction - INFO - Epoch [58][3220/3757] lr: 7.723e-02, eta: 3 days, 7:42:24, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4859, loss_cls: 3.6533, loss: 3.6533, grad_norm: 2.3106 2020-07-25 11:15:53,141 - mmaction - INFO - Epoch [58][3240/3757] lr: 7.723e-02, eta: 3 days, 7:42:06, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4781, loss_cls: 3.5938, loss: 3.5938, grad_norm: 2.2011 2020-07-25 11:16:04,707 - mmaction - INFO - Epoch [58][3260/3757] lr: 7.723e-02, eta: 3 days, 7:41:49, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4773, loss_cls: 3.5550, loss: 3.5550, grad_norm: 2.2866 2020-07-25 11:16:16,038 - mmaction - INFO - Epoch [58][3280/3757] lr: 7.723e-02, eta: 3 days, 7:41:30, time: 0.567, data_time: 0.001, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4664, loss_cls: 3.6363, loss: 3.6363, grad_norm: 2.2789 2020-07-25 11:16:27,445 - mmaction - INFO - Epoch [58][3300/3757] lr: 7.723e-02, eta: 3 days, 7:41:12, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4875, loss_cls: 3.6138, loss: 3.6138, grad_norm: 2.2517 2020-07-25 11:16:38,949 - mmaction - INFO - Epoch [58][3320/3757] lr: 7.723e-02, eta: 3 days, 7:40:54, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.4820, loss_cls: 3.5535, loss: 3.5535, grad_norm: 2.2470 2020-07-25 11:16:50,437 - mmaction - INFO - Epoch [58][3340/3757] lr: 7.723e-02, eta: 3 days, 7:40:36, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4797, loss_cls: 3.6212, loss: 3.6212, grad_norm: 2.2130 2020-07-25 11:17:01,890 - mmaction - INFO - Epoch [58][3360/3757] lr: 7.723e-02, eta: 3 days, 7:40:18, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4867, loss_cls: 3.5838, loss: 3.5838, grad_norm: 2.3303 2020-07-25 11:17:13,320 - mmaction - INFO - Epoch [58][3380/3757] lr: 7.723e-02, eta: 3 days, 7:39:59, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.4914, loss_cls: 3.5966, loss: 3.5966, grad_norm: 2.3186 2020-07-25 11:17:24,855 - mmaction - INFO - Epoch [58][3400/3757] lr: 7.723e-02, eta: 3 days, 7:39:42, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4891, loss_cls: 3.5735, loss: 3.5735, grad_norm: 2.2692 2020-07-25 11:17:36,272 - mmaction - INFO - Epoch [58][3420/3757] lr: 7.723e-02, eta: 3 days, 7:39:23, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4594, loss_cls: 3.6188, loss: 3.6188, grad_norm: 2.2599 2020-07-25 11:17:47,770 - mmaction - INFO - Epoch [58][3440/3757] lr: 7.723e-02, eta: 3 days, 7:39:06, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4719, loss_cls: 3.6211, loss: 3.6211, grad_norm: 2.2866 2020-07-25 11:17:59,193 - mmaction - INFO - Epoch [58][3460/3757] lr: 7.723e-02, eta: 3 days, 7:38:47, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4688, loss_cls: 3.6441, loss: 3.6441, grad_norm: 2.2613 2020-07-25 11:18:10,567 - mmaction - INFO - Epoch [58][3480/3757] lr: 7.723e-02, eta: 3 days, 7:38:29, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4617, loss_cls: 3.6314, loss: 3.6314, grad_norm: 2.2961 2020-07-25 11:18:22,100 - mmaction - INFO - Epoch [58][3500/3757] lr: 7.723e-02, eta: 3 days, 7:38:11, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4859, loss_cls: 3.5503, loss: 3.5503, grad_norm: 2.2226 2020-07-25 11:18:33,583 - mmaction - INFO - Epoch [58][3520/3757] lr: 7.723e-02, eta: 3 days, 7:37:53, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4773, loss_cls: 3.6383, loss: 3.6383, grad_norm: 2.2858 2020-07-25 11:18:45,066 - mmaction - INFO - Epoch [58][3540/3757] lr: 7.723e-02, eta: 3 days, 7:37:35, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4648, loss_cls: 3.6181, loss: 3.6181, grad_norm: 2.2623 2020-07-25 11:18:56,443 - mmaction - INFO - Epoch [58][3560/3757] lr: 7.723e-02, eta: 3 days, 7:37:17, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4734, loss_cls: 3.6048, loss: 3.6048, grad_norm: 2.2425 2020-07-25 11:19:07,863 - mmaction - INFO - Epoch [58][3580/3757] lr: 7.723e-02, eta: 3 days, 7:36:59, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4625, loss_cls: 3.6936, loss: 3.6936, grad_norm: 2.2542 2020-07-25 11:19:19,292 - mmaction - INFO - Epoch [58][3600/3757] lr: 7.723e-02, eta: 3 days, 7:36:40, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4781, loss_cls: 3.6165, loss: 3.6165, grad_norm: 2.1853 2020-07-25 11:19:30,809 - mmaction - INFO - Epoch [58][3620/3757] lr: 7.723e-02, eta: 3 days, 7:36:23, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4688, loss_cls: 3.6883, loss: 3.6883, grad_norm: 2.2935 2020-07-25 11:19:42,225 - mmaction - INFO - Epoch [58][3640/3757] lr: 7.723e-02, eta: 3 days, 7:36:04, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4875, loss_cls: 3.5508, loss: 3.5508, grad_norm: 2.2718 2020-07-25 11:19:53,761 - mmaction - INFO - Epoch [58][3660/3757] lr: 7.723e-02, eta: 3 days, 7:35:47, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4813, loss_cls: 3.6078, loss: 3.6078, grad_norm: 2.3479 2020-07-25 11:20:05,200 - mmaction - INFO - Epoch [58][3680/3757] lr: 7.723e-02, eta: 3 days, 7:35:29, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4773, loss_cls: 3.6084, loss: 3.6084, grad_norm: 2.3269 2020-07-25 11:20:16,616 - mmaction - INFO - Epoch [58][3700/3757] lr: 7.723e-02, eta: 3 days, 7:35:10, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4547, loss_cls: 3.6908, loss: 3.6908, grad_norm: 2.2531 2020-07-25 11:20:28,109 - mmaction - INFO - Epoch [58][3720/3757] lr: 7.723e-02, eta: 3 days, 7:34:52, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4813, loss_cls: 3.6110, loss: 3.6110, grad_norm: 2.2423 2020-07-25 11:20:39,582 - mmaction - INFO - Epoch [58][3740/3757] lr: 7.723e-02, eta: 3 days, 7:34:35, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4898, loss_cls: 3.5834, loss: 3.5834, grad_norm: 2.2742 2020-07-25 11:23:47,875 - mmaction - INFO - Epoch [59][20/3757] lr: 7.650e-02, eta: 3 days, 7:47:20, time: 8.590, data_time: 7.896, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4617, loss_cls: 3.6332, loss: 3.6332, grad_norm: 2.3268 2020-07-25 11:23:59,314 - mmaction - INFO - Epoch [59][40/3757] lr: 7.650e-02, eta: 3 days, 7:47:01, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4719, loss_cls: 3.6561, loss: 3.6561, grad_norm: 2.2735 2020-07-25 11:24:10,678 - mmaction - INFO - Epoch [59][60/3757] lr: 7.650e-02, eta: 3 days, 7:46:43, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4719, loss_cls: 3.6244, loss: 3.6244, grad_norm: 2.2411 2020-07-25 11:24:21,994 - mmaction - INFO - Epoch [59][80/3757] lr: 7.650e-02, eta: 3 days, 7:46:24, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4641, loss_cls: 3.6958, loss: 3.6958, grad_norm: 2.1761 2020-07-25 11:24:33,305 - mmaction - INFO - Epoch [59][100/3757] lr: 7.650e-02, eta: 3 days, 7:46:05, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4820, loss_cls: 3.5562, loss: 3.5562, grad_norm: 2.2464 2020-07-25 11:24:44,626 - mmaction - INFO - Epoch [59][120/3757] lr: 7.650e-02, eta: 3 days, 7:45:46, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4813, loss_cls: 3.5390, loss: 3.5390, grad_norm: 2.2908 2020-07-25 11:24:56,002 - mmaction - INFO - Epoch [59][140/3757] lr: 7.650e-02, eta: 3 days, 7:45:27, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4641, loss_cls: 3.6001, loss: 3.6001, grad_norm: 2.2698 2020-07-25 11:25:07,339 - mmaction - INFO - Epoch [59][160/3757] lr: 7.650e-02, eta: 3 days, 7:45:08, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5023, loss_cls: 3.4783, loss: 3.4783, grad_norm: 2.2450 2020-07-25 11:25:18,735 - mmaction - INFO - Epoch [59][180/3757] lr: 7.650e-02, eta: 3 days, 7:44:50, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4547, loss_cls: 3.6996, loss: 3.6996, grad_norm: 2.3001 2020-07-25 11:25:30,104 - mmaction - INFO - Epoch [59][200/3757] lr: 7.650e-02, eta: 3 days, 7:44:31, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4953, loss_cls: 3.5520, loss: 3.5520, grad_norm: 2.2922 2020-07-25 11:25:41,493 - mmaction - INFO - Epoch [59][220/3757] lr: 7.650e-02, eta: 3 days, 7:44:12, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4578, loss_cls: 3.7082, loss: 3.7082, grad_norm: 2.2648 2020-07-25 11:25:52,850 - mmaction - INFO - Epoch [59][240/3757] lr: 7.650e-02, eta: 3 days, 7:43:54, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4930, loss_cls: 3.5030, loss: 3.5030, grad_norm: 2.2587 2020-07-25 11:26:04,182 - mmaction - INFO - Epoch [59][260/3757] lr: 7.650e-02, eta: 3 days, 7:43:35, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4914, loss_cls: 3.5601, loss: 3.5601, grad_norm: 2.2505 2020-07-25 11:26:15,635 - mmaction - INFO - Epoch [59][280/3757] lr: 7.650e-02, eta: 3 days, 7:43:17, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4953, loss_cls: 3.5236, loss: 3.5236, grad_norm: 2.3724 2020-07-25 11:26:27,016 - mmaction - INFO - Epoch [59][300/3757] lr: 7.650e-02, eta: 3 days, 7:42:58, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4695, loss_cls: 3.5960, loss: 3.5960, grad_norm: 2.3413 2020-07-25 11:26:38,392 - mmaction - INFO - Epoch [59][320/3757] lr: 7.650e-02, eta: 3 days, 7:42:39, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.5016, loss_cls: 3.5504, loss: 3.5504, grad_norm: 2.2788 2020-07-25 11:26:49,797 - mmaction - INFO - Epoch [59][340/3757] lr: 7.650e-02, eta: 3 days, 7:42:21, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4711, loss_cls: 3.5777, loss: 3.5777, grad_norm: 2.2697 2020-07-25 11:27:01,207 - mmaction - INFO - Epoch [59][360/3757] lr: 7.650e-02, eta: 3 days, 7:42:03, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4891, loss_cls: 3.5397, loss: 3.5397, grad_norm: 2.3009 2020-07-25 11:27:12,623 - mmaction - INFO - Epoch [59][380/3757] lr: 7.650e-02, eta: 3 days, 7:41:44, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4758, loss_cls: 3.6048, loss: 3.6048, grad_norm: 2.2839 2020-07-25 11:27:23,922 - mmaction - INFO - Epoch [59][400/3757] lr: 7.650e-02, eta: 3 days, 7:41:25, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4594, loss_cls: 3.6459, loss: 3.6459, grad_norm: 2.2727 2020-07-25 11:27:35,403 - mmaction - INFO - Epoch [59][420/3757] lr: 7.650e-02, eta: 3 days, 7:41:07, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.5172, loss_cls: 3.5548, loss: 3.5548, grad_norm: 2.2503 2020-07-25 11:27:46,854 - mmaction - INFO - Epoch [59][440/3757] lr: 7.650e-02, eta: 3 days, 7:40:49, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4813, loss_cls: 3.5853, loss: 3.5853, grad_norm: 2.2797 2020-07-25 11:27:58,271 - mmaction - INFO - Epoch [59][460/3757] lr: 7.650e-02, eta: 3 days, 7:40:30, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.5039, loss_cls: 3.5417, loss: 3.5417, grad_norm: 2.2645 2020-07-25 11:28:09,594 - mmaction - INFO - Epoch [59][480/3757] lr: 7.650e-02, eta: 3 days, 7:40:12, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4602, loss_cls: 3.6579, loss: 3.6579, grad_norm: 2.3074 2020-07-25 11:28:21,058 - mmaction - INFO - Epoch [59][500/3757] lr: 7.650e-02, eta: 3 days, 7:39:53, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4531, loss_cls: 3.7318, loss: 3.7318, grad_norm: 2.3267 2020-07-25 11:28:32,390 - mmaction - INFO - Epoch [59][520/3757] lr: 7.650e-02, eta: 3 days, 7:39:35, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4945, loss_cls: 3.5271, loss: 3.5271, grad_norm: 2.2816 2020-07-25 11:28:43,756 - mmaction - INFO - Epoch [59][540/3757] lr: 7.650e-02, eta: 3 days, 7:39:16, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4938, loss_cls: 3.5574, loss: 3.5574, grad_norm: 2.3618 2020-07-25 11:28:55,084 - mmaction - INFO - Epoch [59][560/3757] lr: 7.650e-02, eta: 3 days, 7:38:57, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4773, loss_cls: 3.6283, loss: 3.6283, grad_norm: 2.2989 2020-07-25 11:29:06,500 - mmaction - INFO - Epoch [59][580/3757] lr: 7.650e-02, eta: 3 days, 7:38:39, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4789, loss_cls: 3.5961, loss: 3.5961, grad_norm: 2.2516 2020-07-25 11:29:17,982 - mmaction - INFO - Epoch [59][600/3757] lr: 7.650e-02, eta: 3 days, 7:38:21, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4719, loss_cls: 3.6134, loss: 3.6134, grad_norm: 2.2815 2020-07-25 11:29:29,458 - mmaction - INFO - Epoch [59][620/3757] lr: 7.650e-02, eta: 3 days, 7:38:03, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4602, loss_cls: 3.6672, loss: 3.6672, grad_norm: 2.2987 2020-07-25 11:29:40,883 - mmaction - INFO - Epoch [59][640/3757] lr: 7.650e-02, eta: 3 days, 7:37:44, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4875, loss_cls: 3.5947, loss: 3.5947, grad_norm: 2.2875 2020-07-25 11:29:52,290 - mmaction - INFO - Epoch [59][660/3757] lr: 7.650e-02, eta: 3 days, 7:37:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4758, loss_cls: 3.6941, loss: 3.6941, grad_norm: 2.3045 2020-07-25 11:30:03,644 - mmaction - INFO - Epoch [59][680/3757] lr: 7.650e-02, eta: 3 days, 7:37:07, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4859, loss_cls: 3.5519, loss: 3.5519, grad_norm: 2.2852 2020-07-25 11:30:15,069 - mmaction - INFO - Epoch [59][700/3757] lr: 7.650e-02, eta: 3 days, 7:36:49, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.4945, loss_cls: 3.5049, loss: 3.5049, grad_norm: 2.2717 2020-07-25 11:30:26,432 - mmaction - INFO - Epoch [59][720/3757] lr: 7.650e-02, eta: 3 days, 7:36:30, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4539, loss_cls: 3.6557, loss: 3.6557, grad_norm: 2.3104 2020-07-25 11:30:37,839 - mmaction - INFO - Epoch [59][740/3757] lr: 7.650e-02, eta: 3 days, 7:36:12, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4852, loss_cls: 3.6800, loss: 3.6800, grad_norm: 2.2774 2020-07-25 11:30:49,239 - mmaction - INFO - Epoch [59][760/3757] lr: 7.650e-02, eta: 3 days, 7:35:53, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4781, loss_cls: 3.5677, loss: 3.5677, grad_norm: 2.2727 2020-07-25 11:31:00,611 - mmaction - INFO - Epoch [59][780/3757] lr: 7.650e-02, eta: 3 days, 7:35:35, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4852, loss_cls: 3.5401, loss: 3.5401, grad_norm: 2.3653 2020-07-25 11:31:12,006 - mmaction - INFO - Epoch [59][800/3757] lr: 7.650e-02, eta: 3 days, 7:35:16, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5000, loss_cls: 3.5054, loss: 3.5054, grad_norm: 2.3279 2020-07-25 11:31:23,442 - mmaction - INFO - Epoch [59][820/3757] lr: 7.650e-02, eta: 3 days, 7:34:58, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4898, loss_cls: 3.5784, loss: 3.5784, grad_norm: 2.3258 2020-07-25 11:31:34,907 - mmaction - INFO - Epoch [59][840/3757] lr: 7.650e-02, eta: 3 days, 7:34:40, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.4938, loss_cls: 3.5468, loss: 3.5468, grad_norm: 2.2875 2020-07-25 11:31:46,298 - mmaction - INFO - Epoch [59][860/3757] lr: 7.650e-02, eta: 3 days, 7:34:22, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4742, loss_cls: 3.6390, loss: 3.6390, grad_norm: 2.2409 2020-07-25 11:31:57,707 - mmaction - INFO - Epoch [59][880/3757] lr: 7.650e-02, eta: 3 days, 7:34:03, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4914, loss_cls: 3.6076, loss: 3.6076, grad_norm: 2.2377 2020-07-25 11:32:09,132 - mmaction - INFO - Epoch [59][900/3757] lr: 7.650e-02, eta: 3 days, 7:33:45, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4719, loss_cls: 3.5670, loss: 3.5670, grad_norm: 2.2029 2020-07-25 11:32:20,570 - mmaction - INFO - Epoch [59][920/3757] lr: 7.650e-02, eta: 3 days, 7:33:27, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4781, loss_cls: 3.5750, loss: 3.5750, grad_norm: 2.2956 2020-07-25 11:32:31,993 - mmaction - INFO - Epoch [59][940/3757] lr: 7.650e-02, eta: 3 days, 7:33:09, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4922, loss_cls: 3.4881, loss: 3.4881, grad_norm: 2.1921 2020-07-25 11:32:43,423 - mmaction - INFO - Epoch [59][960/3757] lr: 7.650e-02, eta: 3 days, 7:32:50, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.5047, loss_cls: 3.4818, loss: 3.4818, grad_norm: 2.3115 2020-07-25 11:32:54,828 - mmaction - INFO - Epoch [59][980/3757] lr: 7.650e-02, eta: 3 days, 7:32:32, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4758, loss_cls: 3.5686, loss: 3.5686, grad_norm: 2.2987 2020-07-25 11:33:06,238 - mmaction - INFO - Epoch [59][1000/3757] lr: 7.650e-02, eta: 3 days, 7:32:14, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4992, loss_cls: 3.5774, loss: 3.5774, grad_norm: 2.4112 2020-07-25 11:33:17,668 - mmaction - INFO - Epoch [59][1020/3757] lr: 7.650e-02, eta: 3 days, 7:31:55, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4680, loss_cls: 3.6365, loss: 3.6365, grad_norm: 2.3190 2020-07-25 11:33:29,148 - mmaction - INFO - Epoch [59][1040/3757] lr: 7.650e-02, eta: 3 days, 7:31:37, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4547, loss_cls: 3.6740, loss: 3.6740, grad_norm: 2.3294 2020-07-25 11:33:40,557 - mmaction - INFO - Epoch [59][1060/3757] lr: 7.650e-02, eta: 3 days, 7:31:19, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4781, loss_cls: 3.6318, loss: 3.6318, grad_norm: 2.2628 2020-07-25 11:33:51,979 - mmaction - INFO - Epoch [59][1080/3757] lr: 7.650e-02, eta: 3 days, 7:31:01, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4688, loss_cls: 3.6159, loss: 3.6159, grad_norm: 2.2787 2020-07-25 11:34:03,462 - mmaction - INFO - Epoch [59][1100/3757] lr: 7.650e-02, eta: 3 days, 7:30:43, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4773, loss_cls: 3.6146, loss: 3.6146, grad_norm: 2.2775 2020-07-25 11:34:14,971 - mmaction - INFO - Epoch [59][1120/3757] lr: 7.650e-02, eta: 3 days, 7:30:25, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4680, loss_cls: 3.6049, loss: 3.6049, grad_norm: 2.2642 2020-07-25 11:34:26,385 - mmaction - INFO - Epoch [59][1140/3757] lr: 7.650e-02, eta: 3 days, 7:30:07, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4453, loss_cls: 3.7243, loss: 3.7243, grad_norm: 2.3308 2020-07-25 11:34:37,841 - mmaction - INFO - Epoch [59][1160/3757] lr: 7.650e-02, eta: 3 days, 7:29:49, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4867, loss_cls: 3.5902, loss: 3.5902, grad_norm: 2.2996 2020-07-25 11:34:49,293 - mmaction - INFO - Epoch [59][1180/3757] lr: 7.650e-02, eta: 3 days, 7:29:31, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4836, loss_cls: 3.5430, loss: 3.5430, grad_norm: 2.2431 2020-07-25 11:35:00,805 - mmaction - INFO - Epoch [59][1200/3757] lr: 7.650e-02, eta: 3 days, 7:29:13, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4805, loss_cls: 3.6006, loss: 3.6006, grad_norm: 2.2744 2020-07-25 11:35:12,366 - mmaction - INFO - Epoch [59][1220/3757] lr: 7.650e-02, eta: 3 days, 7:28:55, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4648, loss_cls: 3.6049, loss: 3.6049, grad_norm: 2.2645 2020-07-25 11:35:23,809 - mmaction - INFO - Epoch [59][1240/3757] lr: 7.650e-02, eta: 3 days, 7:28:37, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4797, loss_cls: 3.5988, loss: 3.5988, grad_norm: 2.2700 2020-07-25 11:35:35,218 - mmaction - INFO - Epoch [59][1260/3757] lr: 7.650e-02, eta: 3 days, 7:28:19, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4469, loss_cls: 3.7255, loss: 3.7255, grad_norm: 2.3556 2020-07-25 11:35:46,670 - mmaction - INFO - Epoch [59][1280/3757] lr: 7.650e-02, eta: 3 days, 7:28:01, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4469, loss_cls: 3.6733, loss: 3.6733, grad_norm: 2.2865 2020-07-25 11:35:58,124 - mmaction - INFO - Epoch [59][1300/3757] lr: 7.650e-02, eta: 3 days, 7:27:43, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4852, loss_cls: 3.6105, loss: 3.6105, grad_norm: 2.2508 2020-07-25 11:36:09,542 - mmaction - INFO - Epoch [59][1320/3757] lr: 7.650e-02, eta: 3 days, 7:27:24, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.4828, loss_cls: 3.6175, loss: 3.6175, grad_norm: 2.2486 2020-07-25 11:36:21,028 - mmaction - INFO - Epoch [59][1340/3757] lr: 7.650e-02, eta: 3 days, 7:27:07, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4813, loss_cls: 3.5719, loss: 3.5719, grad_norm: 2.3117 2020-07-25 11:36:32,465 - mmaction - INFO - Epoch [59][1360/3757] lr: 7.650e-02, eta: 3 days, 7:26:48, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4859, loss_cls: 3.5462, loss: 3.5462, grad_norm: 2.2923 2020-07-25 11:36:43,926 - mmaction - INFO - Epoch [59][1380/3757] lr: 7.650e-02, eta: 3 days, 7:26:30, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.4805, loss_cls: 3.5653, loss: 3.5653, grad_norm: 2.2619 2020-07-25 11:36:55,394 - mmaction - INFO - Epoch [59][1400/3757] lr: 7.650e-02, eta: 3 days, 7:26:12, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4859, loss_cls: 3.5730, loss: 3.5730, grad_norm: 2.3381 2020-07-25 11:37:06,842 - mmaction - INFO - Epoch [59][1420/3757] lr: 7.650e-02, eta: 3 days, 7:25:54, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4977, loss_cls: 3.5068, loss: 3.5068, grad_norm: 2.3660 2020-07-25 11:37:18,297 - mmaction - INFO - Epoch [59][1440/3757] lr: 7.650e-02, eta: 3 days, 7:25:36, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4953, loss_cls: 3.5306, loss: 3.5306, grad_norm: 2.2957 2020-07-25 11:37:29,738 - mmaction - INFO - Epoch [59][1460/3757] lr: 7.650e-02, eta: 3 days, 7:25:18, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4602, loss_cls: 3.6502, loss: 3.6502, grad_norm: 2.3810 2020-07-25 11:37:41,187 - mmaction - INFO - Epoch [59][1480/3757] lr: 7.650e-02, eta: 3 days, 7:25:00, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4773, loss_cls: 3.6291, loss: 3.6291, grad_norm: 2.2430 2020-07-25 11:37:52,628 - mmaction - INFO - Epoch [59][1500/3757] lr: 7.650e-02, eta: 3 days, 7:24:42, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4820, loss_cls: 3.6309, loss: 3.6309, grad_norm: 2.3351 2020-07-25 11:38:04,106 - mmaction - INFO - Epoch [59][1520/3757] lr: 7.650e-02, eta: 3 days, 7:24:24, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4930, loss_cls: 3.5634, loss: 3.5634, grad_norm: 2.3375 2020-07-25 11:38:15,496 - mmaction - INFO - Epoch [59][1540/3757] lr: 7.650e-02, eta: 3 days, 7:24:06, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4664, loss_cls: 3.5893, loss: 3.5893, grad_norm: 2.3093 2020-07-25 11:38:26,871 - mmaction - INFO - Epoch [59][1560/3757] lr: 7.650e-02, eta: 3 days, 7:23:47, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4766, loss_cls: 3.5875, loss: 3.5875, grad_norm: 2.2884 2020-07-25 11:38:38,286 - mmaction - INFO - Epoch [59][1580/3757] lr: 7.650e-02, eta: 3 days, 7:23:29, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4703, loss_cls: 3.5412, loss: 3.5412, grad_norm: 2.2643 2020-07-25 11:38:49,762 - mmaction - INFO - Epoch [59][1600/3757] lr: 7.650e-02, eta: 3 days, 7:23:11, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4773, loss_cls: 3.6574, loss: 3.6574, grad_norm: 2.2989 2020-07-25 11:39:01,174 - mmaction - INFO - Epoch [59][1620/3757] lr: 7.650e-02, eta: 3 days, 7:22:53, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4734, loss_cls: 3.6388, loss: 3.6388, grad_norm: 2.2734 2020-07-25 11:39:12,607 - mmaction - INFO - Epoch [59][1640/3757] lr: 7.650e-02, eta: 3 days, 7:22:35, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4680, loss_cls: 3.5926, loss: 3.5926, grad_norm: 2.2545 2020-07-25 11:39:24,034 - mmaction - INFO - Epoch [59][1660/3757] lr: 7.650e-02, eta: 3 days, 7:22:17, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4656, loss_cls: 3.6898, loss: 3.6898, grad_norm: 2.2672 2020-07-25 11:39:35,366 - mmaction - INFO - Epoch [59][1680/3757] lr: 7.650e-02, eta: 3 days, 7:21:58, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4750, loss_cls: 3.6421, loss: 3.6421, grad_norm: 2.2709 2020-07-25 11:39:46,905 - mmaction - INFO - Epoch [59][1700/3757] lr: 7.650e-02, eta: 3 days, 7:21:41, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.5016, loss_cls: 3.5400, loss: 3.5400, grad_norm: 2.3348 2020-07-25 11:39:58,283 - mmaction - INFO - Epoch [59][1720/3757] lr: 7.650e-02, eta: 3 days, 7:21:22, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4867, loss_cls: 3.6125, loss: 3.6125, grad_norm: 2.3022 2020-07-25 11:40:09,738 - mmaction - INFO - Epoch [59][1740/3757] lr: 7.650e-02, eta: 3 days, 7:21:04, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4656, loss_cls: 3.6298, loss: 3.6298, grad_norm: 2.3046 2020-07-25 11:40:21,252 - mmaction - INFO - Epoch [59][1760/3757] lr: 7.650e-02, eta: 3 days, 7:20:46, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.4914, loss_cls: 3.4797, loss: 3.4797, grad_norm: 2.2238 2020-07-25 11:40:32,596 - mmaction - INFO - Epoch [59][1780/3757] lr: 7.650e-02, eta: 3 days, 7:20:28, time: 0.567, data_time: 0.004, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4484, loss_cls: 3.6926, loss: 3.6926, grad_norm: 2.3121 2020-07-25 11:40:43,953 - mmaction - INFO - Epoch [59][1800/3757] lr: 7.650e-02, eta: 3 days, 7:20:09, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4930, loss_cls: 3.6031, loss: 3.6031, grad_norm: 2.3356 2020-07-25 11:40:55,281 - mmaction - INFO - Epoch [59][1820/3757] lr: 7.650e-02, eta: 3 days, 7:19:51, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4953, loss_cls: 3.5658, loss: 3.5658, grad_norm: 2.3515 2020-07-25 11:41:06,746 - mmaction - INFO - Epoch [59][1840/3757] lr: 7.650e-02, eta: 3 days, 7:19:33, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4781, loss_cls: 3.5917, loss: 3.5917, grad_norm: 2.3908 2020-07-25 11:41:18,125 - mmaction - INFO - Epoch [59][1860/3757] lr: 7.650e-02, eta: 3 days, 7:19:15, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4820, loss_cls: 3.6375, loss: 3.6375, grad_norm: 2.2836 2020-07-25 11:41:29,498 - mmaction - INFO - Epoch [59][1880/3757] lr: 7.650e-02, eta: 3 days, 7:18:56, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4586, loss_cls: 3.6281, loss: 3.6281, grad_norm: 2.2785 2020-07-25 11:41:40,923 - mmaction - INFO - Epoch [59][1900/3757] lr: 7.650e-02, eta: 3 days, 7:18:38, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4602, loss_cls: 3.6548, loss: 3.6548, grad_norm: 2.2728 2020-07-25 11:41:52,370 - mmaction - INFO - Epoch [59][1920/3757] lr: 7.650e-02, eta: 3 days, 7:18:20, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.5102, loss_cls: 3.5342, loss: 3.5342, grad_norm: 2.2695 2020-07-25 11:42:03,859 - mmaction - INFO - Epoch [59][1940/3757] lr: 7.650e-02, eta: 3 days, 7:18:02, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4859, loss_cls: 3.5817, loss: 3.5817, grad_norm: 2.2409 2020-07-25 11:42:15,308 - mmaction - INFO - Epoch [59][1960/3757] lr: 7.650e-02, eta: 3 days, 7:17:44, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4797, loss_cls: 3.5873, loss: 3.5873, grad_norm: 2.2990 2020-07-25 11:42:26,657 - mmaction - INFO - Epoch [59][1980/3757] lr: 7.650e-02, eta: 3 days, 7:17:26, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4844, loss_cls: 3.6271, loss: 3.6271, grad_norm: 2.3368 2020-07-25 11:42:38,081 - mmaction - INFO - Epoch [59][2000/3757] lr: 7.650e-02, eta: 3 days, 7:17:08, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2102, top5_acc: 0.4437, loss_cls: 3.7285, loss: 3.7285, grad_norm: 2.3347 2020-07-25 11:42:49,487 - mmaction - INFO - Epoch [59][2020/3757] lr: 7.650e-02, eta: 3 days, 7:16:49, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4688, loss_cls: 3.6755, loss: 3.6755, grad_norm: 2.2225 2020-07-25 11:43:00,891 - mmaction - INFO - Epoch [59][2040/3757] lr: 7.650e-02, eta: 3 days, 7:16:31, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4875, loss_cls: 3.6173, loss: 3.6173, grad_norm: 2.2427 2020-07-25 11:43:12,325 - mmaction - INFO - Epoch [59][2060/3757] lr: 7.650e-02, eta: 3 days, 7:16:13, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4430, loss_cls: 3.8135, loss: 3.8135, grad_norm: 2.3066 2020-07-25 11:43:23,727 - mmaction - INFO - Epoch [59][2080/3757] lr: 7.650e-02, eta: 3 days, 7:15:55, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4898, loss_cls: 3.5618, loss: 3.5618, grad_norm: 2.3020 2020-07-25 11:43:35,124 - mmaction - INFO - Epoch [59][2100/3757] lr: 7.650e-02, eta: 3 days, 7:15:37, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4734, loss_cls: 3.6400, loss: 3.6400, grad_norm: 2.3227 2020-07-25 11:43:46,435 - mmaction - INFO - Epoch [59][2120/3757] lr: 7.650e-02, eta: 3 days, 7:15:18, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4883, loss_cls: 3.6706, loss: 3.6706, grad_norm: 2.3073 2020-07-25 11:43:57,821 - mmaction - INFO - Epoch [59][2140/3757] lr: 7.650e-02, eta: 3 days, 7:15:00, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4992, loss_cls: 3.5867, loss: 3.5867, grad_norm: 2.2911 2020-07-25 11:44:09,154 - mmaction - INFO - Epoch [59][2160/3757] lr: 7.650e-02, eta: 3 days, 7:14:41, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4852, loss_cls: 3.5728, loss: 3.5728, grad_norm: 2.2859 2020-07-25 11:44:20,516 - mmaction - INFO - Epoch [59][2180/3757] lr: 7.650e-02, eta: 3 days, 7:14:23, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4844, loss_cls: 3.6074, loss: 3.6074, grad_norm: 2.3041 2020-07-25 11:44:31,944 - mmaction - INFO - Epoch [59][2200/3757] lr: 7.650e-02, eta: 3 days, 7:14:05, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4547, loss_cls: 3.7032, loss: 3.7032, grad_norm: 2.3162 2020-07-25 11:44:43,330 - mmaction - INFO - Epoch [59][2220/3757] lr: 7.650e-02, eta: 3 days, 7:13:46, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4586, loss_cls: 3.6928, loss: 3.6928, grad_norm: 2.2314 2020-07-25 11:44:54,735 - mmaction - INFO - Epoch [59][2240/3757] lr: 7.650e-02, eta: 3 days, 7:13:28, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4758, loss_cls: 3.6087, loss: 3.6087, grad_norm: 2.2969 2020-07-25 11:45:06,131 - mmaction - INFO - Epoch [59][2260/3757] lr: 7.650e-02, eta: 3 days, 7:13:10, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4836, loss_cls: 3.5786, loss: 3.5786, grad_norm: 2.3018 2020-07-25 11:45:17,633 - mmaction - INFO - Epoch [59][2280/3757] lr: 7.650e-02, eta: 3 days, 7:12:52, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4562, loss_cls: 3.6547, loss: 3.6547, grad_norm: 2.2924 2020-07-25 11:45:28,995 - mmaction - INFO - Epoch [59][2300/3757] lr: 7.650e-02, eta: 3 days, 7:12:34, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4656, loss_cls: 3.6636, loss: 3.6636, grad_norm: 2.3087 2020-07-25 11:45:40,441 - mmaction - INFO - Epoch [59][2320/3757] lr: 7.650e-02, eta: 3 days, 7:12:16, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4750, loss_cls: 3.5036, loss: 3.5036, grad_norm: 2.2288 2020-07-25 11:45:51,875 - mmaction - INFO - Epoch [59][2340/3757] lr: 7.650e-02, eta: 3 days, 7:11:58, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4672, loss_cls: 3.6646, loss: 3.6646, grad_norm: 2.3563 2020-07-25 11:46:03,253 - mmaction - INFO - Epoch [59][2360/3757] lr: 7.650e-02, eta: 3 days, 7:11:40, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4703, loss_cls: 3.6229, loss: 3.6229, grad_norm: 2.2494 2020-07-25 11:46:14,656 - mmaction - INFO - Epoch [59][2380/3757] lr: 7.650e-02, eta: 3 days, 7:11:22, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4523, loss_cls: 3.6820, loss: 3.6820, grad_norm: 2.2312 2020-07-25 11:46:26,027 - mmaction - INFO - Epoch [59][2400/3757] lr: 7.650e-02, eta: 3 days, 7:11:03, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4656, loss_cls: 3.6630, loss: 3.6630, grad_norm: 2.2704 2020-07-25 11:46:37,439 - mmaction - INFO - Epoch [59][2420/3757] lr: 7.650e-02, eta: 3 days, 7:10:45, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4797, loss_cls: 3.5904, loss: 3.5904, grad_norm: 2.2860 2020-07-25 11:46:48,852 - mmaction - INFO - Epoch [59][2440/3757] lr: 7.650e-02, eta: 3 days, 7:10:27, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4906, loss_cls: 3.5607, loss: 3.5607, grad_norm: 2.2503 2020-07-25 11:47:00,244 - mmaction - INFO - Epoch [59][2460/3757] lr: 7.650e-02, eta: 3 days, 7:10:09, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4891, loss_cls: 3.5068, loss: 3.5068, grad_norm: 2.2932 2020-07-25 11:47:11,811 - mmaction - INFO - Epoch [59][2480/3757] lr: 7.650e-02, eta: 3 days, 7:09:52, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4773, loss_cls: 3.6176, loss: 3.6176, grad_norm: 2.3338 2020-07-25 11:47:23,307 - mmaction - INFO - Epoch [59][2500/3757] lr: 7.650e-02, eta: 3 days, 7:09:34, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4484, loss_cls: 3.6545, loss: 3.6545, grad_norm: 2.3022 2020-07-25 11:47:34,702 - mmaction - INFO - Epoch [59][2520/3757] lr: 7.650e-02, eta: 3 days, 7:09:16, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4656, loss_cls: 3.5789, loss: 3.5789, grad_norm: 2.1972 2020-07-25 11:47:46,253 - mmaction - INFO - Epoch [59][2540/3757] lr: 7.650e-02, eta: 3 days, 7:08:58, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4633, loss_cls: 3.6454, loss: 3.6454, grad_norm: 2.2317 2020-07-25 11:47:57,646 - mmaction - INFO - Epoch [59][2560/3757] lr: 7.650e-02, eta: 3 days, 7:08:40, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4773, loss_cls: 3.6322, loss: 3.6322, grad_norm: 2.2197 2020-07-25 11:48:09,159 - mmaction - INFO - Epoch [59][2580/3757] lr: 7.650e-02, eta: 3 days, 7:08:23, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4914, loss_cls: 3.5691, loss: 3.5691, grad_norm: 2.2606 2020-07-25 11:48:20,590 - mmaction - INFO - Epoch [59][2600/3757] lr: 7.650e-02, eta: 3 days, 7:08:05, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2531, top5_acc: 0.5016, loss_cls: 3.5424, loss: 3.5424, grad_norm: 2.3073 2020-07-25 11:48:31,916 - mmaction - INFO - Epoch [59][2620/3757] lr: 7.650e-02, eta: 3 days, 7:07:46, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4492, loss_cls: 3.7058, loss: 3.7058, grad_norm: 2.2886 2020-07-25 11:48:43,311 - mmaction - INFO - Epoch [59][2640/3757] lr: 7.650e-02, eta: 3 days, 7:07:28, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4656, loss_cls: 3.6775, loss: 3.6775, grad_norm: 2.2576 2020-07-25 11:48:54,658 - mmaction - INFO - Epoch [59][2660/3757] lr: 7.650e-02, eta: 3 days, 7:07:09, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4680, loss_cls: 3.5999, loss: 3.5999, grad_norm: 2.2847 2020-07-25 11:49:06,092 - mmaction - INFO - Epoch [59][2680/3757] lr: 7.650e-02, eta: 3 days, 7:06:51, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4938, loss_cls: 3.5694, loss: 3.5694, grad_norm: 2.2712 2020-07-25 11:49:17,507 - mmaction - INFO - Epoch [59][2700/3757] lr: 7.650e-02, eta: 3 days, 7:06:33, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4602, loss_cls: 3.6662, loss: 3.6662, grad_norm: 2.2693 2020-07-25 11:49:28,921 - mmaction - INFO - Epoch [59][2720/3757] lr: 7.650e-02, eta: 3 days, 7:06:15, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4906, loss_cls: 3.5423, loss: 3.5423, grad_norm: 2.2363 2020-07-25 11:49:40,443 - mmaction - INFO - Epoch [59][2740/3757] lr: 7.650e-02, eta: 3 days, 7:05:58, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.4984, loss_cls: 3.4971, loss: 3.4971, grad_norm: 2.3106 2020-07-25 11:49:51,907 - mmaction - INFO - Epoch [59][2760/3757] lr: 7.650e-02, eta: 3 days, 7:05:40, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4828, loss_cls: 3.6093, loss: 3.6093, grad_norm: 2.3188 2020-07-25 11:50:03,296 - mmaction - INFO - Epoch [59][2780/3757] lr: 7.650e-02, eta: 3 days, 7:05:22, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4813, loss_cls: 3.5454, loss: 3.5454, grad_norm: 2.2794 2020-07-25 11:50:14,789 - mmaction - INFO - Epoch [59][2800/3757] lr: 7.650e-02, eta: 3 days, 7:05:04, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4602, loss_cls: 3.6523, loss: 3.6523, grad_norm: 2.3078 2020-07-25 11:50:26,213 - mmaction - INFO - Epoch [59][2820/3757] lr: 7.650e-02, eta: 3 days, 7:04:46, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.5125, loss_cls: 3.4646, loss: 3.4646, grad_norm: 2.2996 2020-07-25 11:50:37,622 - mmaction - INFO - Epoch [59][2840/3757] lr: 7.650e-02, eta: 3 days, 7:04:28, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4969, loss_cls: 3.5627, loss: 3.5627, grad_norm: 2.3575 2020-07-25 11:50:49,072 - mmaction - INFO - Epoch [59][2860/3757] lr: 7.650e-02, eta: 3 days, 7:04:10, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4688, loss_cls: 3.6125, loss: 3.6125, grad_norm: 2.2676 2020-07-25 11:51:00,495 - mmaction - INFO - Epoch [59][2880/3757] lr: 7.650e-02, eta: 3 days, 7:03:52, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4742, loss_cls: 3.6340, loss: 3.6340, grad_norm: 2.2259 2020-07-25 11:51:11,921 - mmaction - INFO - Epoch [59][2900/3757] lr: 7.650e-02, eta: 3 days, 7:03:34, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.5039, loss_cls: 3.5243, loss: 3.5243, grad_norm: 2.3497 2020-07-25 11:51:23,397 - mmaction - INFO - Epoch [59][2920/3757] lr: 7.650e-02, eta: 3 days, 7:03:17, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4766, loss_cls: 3.6317, loss: 3.6317, grad_norm: 2.2577 2020-07-25 11:51:34,790 - mmaction - INFO - Epoch [59][2940/3757] lr: 7.650e-02, eta: 3 days, 7:02:59, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4789, loss_cls: 3.5990, loss: 3.5990, grad_norm: 2.2882 2020-07-25 11:51:46,222 - mmaction - INFO - Epoch [59][2960/3757] lr: 7.650e-02, eta: 3 days, 7:02:41, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4930, loss_cls: 3.5263, loss: 3.5263, grad_norm: 2.3015 2020-07-25 11:51:57,711 - mmaction - INFO - Epoch [59][2980/3757] lr: 7.650e-02, eta: 3 days, 7:02:23, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4766, loss_cls: 3.6450, loss: 3.6450, grad_norm: 2.3450 2020-07-25 11:52:09,153 - mmaction - INFO - Epoch [59][3000/3757] lr: 7.650e-02, eta: 3 days, 7:02:05, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4609, loss_cls: 3.6707, loss: 3.6707, grad_norm: 2.2497 2020-07-25 11:52:20,624 - mmaction - INFO - Epoch [59][3020/3757] lr: 7.650e-02, eta: 3 days, 7:01:47, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4898, loss_cls: 3.6093, loss: 3.6093, grad_norm: 2.2963 2020-07-25 11:52:32,067 - mmaction - INFO - Epoch [59][3040/3757] lr: 7.650e-02, eta: 3 days, 7:01:30, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.4945, loss_cls: 3.4912, loss: 3.4912, grad_norm: 2.3618 2020-07-25 11:52:43,536 - mmaction - INFO - Epoch [59][3060/3757] lr: 7.650e-02, eta: 3 days, 7:01:12, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.4898, loss_cls: 3.5397, loss: 3.5397, grad_norm: 2.3647 2020-07-25 11:52:54,908 - mmaction - INFO - Epoch [59][3080/3757] lr: 7.650e-02, eta: 3 days, 7:00:54, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4742, loss_cls: 3.6880, loss: 3.6880, grad_norm: 2.3413 2020-07-25 11:53:06,398 - mmaction - INFO - Epoch [59][3100/3757] lr: 7.650e-02, eta: 3 days, 7:00:36, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4586, loss_cls: 3.7036, loss: 3.7036, grad_norm: 2.2716 2020-07-25 11:53:17,869 - mmaction - INFO - Epoch [59][3120/3757] lr: 7.650e-02, eta: 3 days, 7:00:18, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4875, loss_cls: 3.6242, loss: 3.6242, grad_norm: 2.2524 2020-07-25 11:53:29,258 - mmaction - INFO - Epoch [59][3140/3757] lr: 7.650e-02, eta: 3 days, 7:00:00, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4586, loss_cls: 3.6496, loss: 3.6496, grad_norm: 2.2621 2020-07-25 11:53:40,719 - mmaction - INFO - Epoch [59][3160/3757] lr: 7.650e-02, eta: 3 days, 6:59:42, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4820, loss_cls: 3.5627, loss: 3.5627, grad_norm: 2.2718 2020-07-25 11:53:52,177 - mmaction - INFO - Epoch [59][3180/3757] lr: 7.650e-02, eta: 3 days, 6:59:25, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4641, loss_cls: 3.6152, loss: 3.6152, grad_norm: 2.2834 2020-07-25 11:54:03,605 - mmaction - INFO - Epoch [59][3200/3757] lr: 7.650e-02, eta: 3 days, 6:59:07, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4742, loss_cls: 3.6052, loss: 3.6052, grad_norm: 2.2849 2020-07-25 11:54:15,230 - mmaction - INFO - Epoch [59][3220/3757] lr: 7.650e-02, eta: 3 days, 6:58:50, time: 0.581, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4805, loss_cls: 3.6060, loss: 3.6060, grad_norm: 2.2831 2020-07-25 11:54:26,583 - mmaction - INFO - Epoch [59][3240/3757] lr: 7.650e-02, eta: 3 days, 6:58:32, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4922, loss_cls: 3.6044, loss: 3.6044, grad_norm: 2.2301 2020-07-25 11:54:38,085 - mmaction - INFO - Epoch [59][3260/3757] lr: 7.650e-02, eta: 3 days, 6:58:14, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5047, loss_cls: 3.4959, loss: 3.4959, grad_norm: 2.2954 2020-07-25 11:54:49,604 - mmaction - INFO - Epoch [59][3280/3757] lr: 7.650e-02, eta: 3 days, 6:57:57, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.5039, loss_cls: 3.5228, loss: 3.5228, grad_norm: 2.3127 2020-07-25 11:55:01,005 - mmaction - INFO - Epoch [59][3300/3757] lr: 7.650e-02, eta: 3 days, 6:57:39, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4773, loss_cls: 3.6513, loss: 3.6513, grad_norm: 2.3553 2020-07-25 11:55:12,403 - mmaction - INFO - Epoch [59][3320/3757] lr: 7.650e-02, eta: 3 days, 6:57:21, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4656, loss_cls: 3.6839, loss: 3.6839, grad_norm: 2.3571 2020-07-25 11:55:23,818 - mmaction - INFO - Epoch [59][3340/3757] lr: 7.650e-02, eta: 3 days, 6:57:03, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4836, loss_cls: 3.5653, loss: 3.5653, grad_norm: 2.2513 2020-07-25 11:55:35,195 - mmaction - INFO - Epoch [59][3360/3757] lr: 7.650e-02, eta: 3 days, 6:56:44, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4758, loss_cls: 3.6066, loss: 3.6066, grad_norm: 2.2724 2020-07-25 11:55:46,727 - mmaction - INFO - Epoch [59][3380/3757] lr: 7.650e-02, eta: 3 days, 6:56:27, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4406, loss_cls: 3.7332, loss: 3.7332, grad_norm: 2.3357 2020-07-25 11:55:58,182 - mmaction - INFO - Epoch [59][3400/3757] lr: 7.650e-02, eta: 3 days, 6:56:09, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4820, loss_cls: 3.5891, loss: 3.5891, grad_norm: 2.2564 2020-07-25 11:56:09,517 - mmaction - INFO - Epoch [59][3420/3757] lr: 7.650e-02, eta: 3 days, 6:55:51, time: 0.566, data_time: 0.004, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4602, loss_cls: 3.6367, loss: 3.6367, grad_norm: 2.2437 2020-07-25 11:56:21,123 - mmaction - INFO - Epoch [59][3440/3757] lr: 7.650e-02, eta: 3 days, 6:55:34, time: 0.580, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4727, loss_cls: 3.5697, loss: 3.5697, grad_norm: 2.2826 2020-07-25 11:56:32,527 - mmaction - INFO - Epoch [59][3460/3757] lr: 7.650e-02, eta: 3 days, 6:55:16, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4977, loss_cls: 3.5693, loss: 3.5693, grad_norm: 2.3582 2020-07-25 11:56:43,967 - mmaction - INFO - Epoch [59][3480/3757] lr: 7.650e-02, eta: 3 days, 6:54:58, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4805, loss_cls: 3.5787, loss: 3.5787, grad_norm: 2.2735 2020-07-25 11:56:55,371 - mmaction - INFO - Epoch [59][3500/3757] lr: 7.650e-02, eta: 3 days, 6:54:40, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4836, loss_cls: 3.6291, loss: 3.6291, grad_norm: 2.2659 2020-07-25 11:57:06,742 - mmaction - INFO - Epoch [59][3520/3757] lr: 7.650e-02, eta: 3 days, 6:54:22, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4484, loss_cls: 3.6735, loss: 3.6735, grad_norm: 2.2615 2020-07-25 11:57:18,163 - mmaction - INFO - Epoch [59][3540/3757] lr: 7.650e-02, eta: 3 days, 6:54:04, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4859, loss_cls: 3.5494, loss: 3.5494, grad_norm: 2.2009 2020-07-25 11:57:29,658 - mmaction - INFO - Epoch [59][3560/3757] lr: 7.650e-02, eta: 3 days, 6:53:47, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4766, loss_cls: 3.6030, loss: 3.6030, grad_norm: 2.2832 2020-07-25 11:57:40,991 - mmaction - INFO - Epoch [59][3580/3757] lr: 7.650e-02, eta: 3 days, 6:53:28, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4523, loss_cls: 3.7394, loss: 3.7394, grad_norm: 2.2997 2020-07-25 11:57:52,445 - mmaction - INFO - Epoch [59][3600/3757] lr: 7.650e-02, eta: 3 days, 6:53:11, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4422, loss_cls: 3.7571, loss: 3.7571, grad_norm: 2.2014 2020-07-25 11:58:03,742 - mmaction - INFO - Epoch [59][3620/3757] lr: 7.650e-02, eta: 3 days, 6:52:52, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.5031, loss_cls: 3.5117, loss: 3.5117, grad_norm: 2.1832 2020-07-25 11:58:15,272 - mmaction - INFO - Epoch [59][3640/3757] lr: 7.650e-02, eta: 3 days, 6:52:35, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4930, loss_cls: 3.5733, loss: 3.5733, grad_norm: 2.2901 2020-07-25 11:58:26,628 - mmaction - INFO - Epoch [59][3660/3757] lr: 7.650e-02, eta: 3 days, 6:52:16, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4703, loss_cls: 3.6778, loss: 3.6778, grad_norm: 2.2430 2020-07-25 11:58:38,055 - mmaction - INFO - Epoch [59][3680/3757] lr: 7.650e-02, eta: 3 days, 6:51:59, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4484, loss_cls: 3.5883, loss: 3.5883, grad_norm: 2.1872 2020-07-25 11:58:49,424 - mmaction - INFO - Epoch [59][3700/3757] lr: 7.650e-02, eta: 3 days, 6:51:40, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4719, loss_cls: 3.5977, loss: 3.5977, grad_norm: 2.2516 2020-07-25 11:59:00,844 - mmaction - INFO - Epoch [59][3720/3757] lr: 7.650e-02, eta: 3 days, 6:51:23, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4914, loss_cls: 3.5772, loss: 3.5772, grad_norm: 2.2843 2020-07-25 11:59:12,260 - mmaction - INFO - Epoch [59][3740/3757] lr: 7.650e-02, eta: 3 days, 6:51:05, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4719, loss_cls: 3.6468, loss: 3.6468, grad_norm: 2.3238 2020-07-25 12:02:29,533 - mmaction - INFO - Epoch [60][20/3757] lr: 7.575e-02, eta: 3 days, 7:04:09, time: 9.163, data_time: 8.469, memory: 5232, top1_acc: 0.2469, top5_acc: 0.5117, loss_cls: 3.5541, loss: 3.5541, grad_norm: 2.2382 2020-07-25 12:02:40,772 - mmaction - INFO - Epoch [60][40/3757] lr: 7.575e-02, eta: 3 days, 7:03:50, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4875, loss_cls: 3.5431, loss: 3.5431, grad_norm: 2.2980 2020-07-25 12:02:52,211 - mmaction - INFO - Epoch [60][60/3757] lr: 7.575e-02, eta: 3 days, 7:03:32, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4898, loss_cls: 3.5558, loss: 3.5558, grad_norm: 2.2989 2020-07-25 12:03:03,568 - mmaction - INFO - Epoch [60][80/3757] lr: 7.575e-02, eta: 3 days, 7:03:13, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4508, loss_cls: 3.6455, loss: 3.6455, grad_norm: 2.2860 2020-07-25 12:03:14,913 - mmaction - INFO - Epoch [60][100/3757] lr: 7.575e-02, eta: 3 days, 7:02:55, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.5047, loss_cls: 3.5619, loss: 3.5619, grad_norm: 2.1777 2020-07-25 12:03:26,223 - mmaction - INFO - Epoch [60][120/3757] lr: 7.575e-02, eta: 3 days, 7:02:36, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5016, loss_cls: 3.5043, loss: 3.5043, grad_norm: 2.2339 2020-07-25 12:03:37,587 - mmaction - INFO - Epoch [60][140/3757] lr: 7.575e-02, eta: 3 days, 7:02:18, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.5008, loss_cls: 3.5528, loss: 3.5528, grad_norm: 2.3930 2020-07-25 12:03:48,899 - mmaction - INFO - Epoch [60][160/3757] lr: 7.575e-02, eta: 3 days, 7:01:59, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4922, loss_cls: 3.5503, loss: 3.5503, grad_norm: 2.2870 2020-07-25 12:04:00,272 - mmaction - INFO - Epoch [60][180/3757] lr: 7.575e-02, eta: 3 days, 7:01:41, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.2609, top5_acc: 0.4992, loss_cls: 3.4885, loss: 3.4885, grad_norm: 2.2597 2020-07-25 12:04:11,630 - mmaction - INFO - Epoch [60][200/3757] lr: 7.575e-02, eta: 3 days, 7:01:23, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.5102, loss_cls: 3.4528, loss: 3.4528, grad_norm: 2.2473 2020-07-25 12:04:22,932 - mmaction - INFO - Epoch [60][220/3757] lr: 7.575e-02, eta: 3 days, 7:01:04, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4922, loss_cls: 3.5639, loss: 3.5639, grad_norm: 2.3234 2020-07-25 12:04:34,238 - mmaction - INFO - Epoch [60][240/3757] lr: 7.575e-02, eta: 3 days, 7:00:45, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4820, loss_cls: 3.5774, loss: 3.5774, grad_norm: 2.2923 2020-07-25 12:04:45,620 - mmaction - INFO - Epoch [60][260/3757] lr: 7.575e-02, eta: 3 days, 7:00:27, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.4891, loss_cls: 3.5602, loss: 3.5602, grad_norm: 2.3085 2020-07-25 12:04:56,978 - mmaction - INFO - Epoch [60][280/3757] lr: 7.575e-02, eta: 3 days, 7:00:09, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4727, loss_cls: 3.6572, loss: 3.6572, grad_norm: 2.3035 2020-07-25 12:05:08,365 - mmaction - INFO - Epoch [60][300/3757] lr: 7.575e-02, eta: 3 days, 6:59:51, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.5039, loss_cls: 3.4454, loss: 3.4454, grad_norm: 2.2531 2020-07-25 12:05:19,789 - mmaction - INFO - Epoch [60][320/3757] lr: 7.575e-02, eta: 3 days, 6:59:33, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4828, loss_cls: 3.6009, loss: 3.6009, grad_norm: 2.3679 2020-07-25 12:05:31,151 - mmaction - INFO - Epoch [60][340/3757] lr: 7.575e-02, eta: 3 days, 6:59:14, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.5039, loss_cls: 3.5960, loss: 3.5960, grad_norm: 2.2963 2020-07-25 12:05:42,584 - mmaction - INFO - Epoch [60][360/3757] lr: 7.575e-02, eta: 3 days, 6:58:56, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4875, loss_cls: 3.5536, loss: 3.5536, grad_norm: 2.2986 2020-07-25 12:05:54,044 - mmaction - INFO - Epoch [60][380/3757] lr: 7.575e-02, eta: 3 days, 6:58:38, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4867, loss_cls: 3.6187, loss: 3.6187, grad_norm: 2.3695 2020-07-25 12:06:05,438 - mmaction - INFO - Epoch [60][400/3757] lr: 7.575e-02, eta: 3 days, 6:58:20, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4742, loss_cls: 3.5311, loss: 3.5311, grad_norm: 2.2849 2020-07-25 12:06:16,818 - mmaction - INFO - Epoch [60][420/3757] lr: 7.575e-02, eta: 3 days, 6:58:02, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4875, loss_cls: 3.5752, loss: 3.5752, grad_norm: 2.3031 2020-07-25 12:06:28,132 - mmaction - INFO - Epoch [60][440/3757] lr: 7.575e-02, eta: 3 days, 6:57:44, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4664, loss_cls: 3.6325, loss: 3.6325, grad_norm: 2.2598 2020-07-25 12:06:39,600 - mmaction - INFO - Epoch [60][460/3757] lr: 7.575e-02, eta: 3 days, 6:57:26, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4711, loss_cls: 3.6490, loss: 3.6490, grad_norm: 2.3092 2020-07-25 12:06:51,052 - mmaction - INFO - Epoch [60][480/3757] lr: 7.575e-02, eta: 3 days, 6:57:08, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4859, loss_cls: 3.5622, loss: 3.5622, grad_norm: 2.2221 2020-07-25 12:07:02,515 - mmaction - INFO - Epoch [60][500/3757] lr: 7.575e-02, eta: 3 days, 6:56:50, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4617, loss_cls: 3.5930, loss: 3.5930, grad_norm: 2.2761 2020-07-25 12:07:13,928 - mmaction - INFO - Epoch [60][520/3757] lr: 7.575e-02, eta: 3 days, 6:56:32, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.5008, loss_cls: 3.5685, loss: 3.5685, grad_norm: 2.2715 2020-07-25 12:07:25,408 - mmaction - INFO - Epoch [60][540/3757] lr: 7.575e-02, eta: 3 days, 6:56:14, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4805, loss_cls: 3.5579, loss: 3.5579, grad_norm: 2.2578 2020-07-25 12:07:36,734 - mmaction - INFO - Epoch [60][560/3757] lr: 7.575e-02, eta: 3 days, 6:55:56, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4836, loss_cls: 3.6225, loss: 3.6225, grad_norm: 2.3138 2020-07-25 12:07:48,167 - mmaction - INFO - Epoch [60][580/3757] lr: 7.575e-02, eta: 3 days, 6:55:38, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4789, loss_cls: 3.6525, loss: 3.6525, grad_norm: 2.2363 2020-07-25 12:07:59,572 - mmaction - INFO - Epoch [60][600/3757] lr: 7.575e-02, eta: 3 days, 6:55:20, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4906, loss_cls: 3.6023, loss: 3.6023, grad_norm: 2.3043 2020-07-25 12:08:10,980 - mmaction - INFO - Epoch [60][620/3757] lr: 7.575e-02, eta: 3 days, 6:55:02, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4617, loss_cls: 3.6487, loss: 3.6487, grad_norm: 2.2749 2020-07-25 12:08:22,372 - mmaction - INFO - Epoch [60][640/3757] lr: 7.575e-02, eta: 3 days, 6:54:44, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4625, loss_cls: 3.6477, loss: 3.6477, grad_norm: 2.3267 2020-07-25 12:08:33,758 - mmaction - INFO - Epoch [60][660/3757] lr: 7.575e-02, eta: 3 days, 6:54:25, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.5133, loss_cls: 3.4403, loss: 3.4403, grad_norm: 2.2757 2020-07-25 12:08:45,214 - mmaction - INFO - Epoch [60][680/3757] lr: 7.575e-02, eta: 3 days, 6:54:08, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4742, loss_cls: 3.5736, loss: 3.5736, grad_norm: 2.3210 2020-07-25 12:08:56,536 - mmaction - INFO - Epoch [60][700/3757] lr: 7.575e-02, eta: 3 days, 6:53:49, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4773, loss_cls: 3.6667, loss: 3.6667, grad_norm: 2.3127 2020-07-25 12:09:07,954 - mmaction - INFO - Epoch [60][720/3757] lr: 7.575e-02, eta: 3 days, 6:53:31, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4586, loss_cls: 3.7227, loss: 3.7227, grad_norm: 2.2659 2020-07-25 12:09:19,265 - mmaction - INFO - Epoch [60][740/3757] lr: 7.575e-02, eta: 3 days, 6:53:13, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4813, loss_cls: 3.5913, loss: 3.5913, grad_norm: 2.1834 2020-07-25 12:09:30,631 - mmaction - INFO - Epoch [60][760/3757] lr: 7.575e-02, eta: 3 days, 6:52:54, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4875, loss_cls: 3.5908, loss: 3.5908, grad_norm: 2.3066 2020-07-25 12:09:42,041 - mmaction - INFO - Epoch [60][780/3757] lr: 7.575e-02, eta: 3 days, 6:52:36, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4891, loss_cls: 3.5373, loss: 3.5373, grad_norm: 2.3093 2020-07-25 12:09:53,467 - mmaction - INFO - Epoch [60][800/3757] lr: 7.575e-02, eta: 3 days, 6:52:18, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4719, loss_cls: 3.6234, loss: 3.6234, grad_norm: 2.3207 2020-07-25 12:10:04,954 - mmaction - INFO - Epoch [60][820/3757] lr: 7.575e-02, eta: 3 days, 6:52:01, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4672, loss_cls: 3.6944, loss: 3.6944, grad_norm: 2.2780 2020-07-25 12:10:16,484 - mmaction - INFO - Epoch [60][840/3757] lr: 7.575e-02, eta: 3 days, 6:51:43, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4641, loss_cls: 3.6391, loss: 3.6391, grad_norm: 2.2410 2020-07-25 12:10:27,912 - mmaction - INFO - Epoch [60][860/3757] lr: 7.575e-02, eta: 3 days, 6:51:25, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4758, loss_cls: 3.5820, loss: 3.5820, grad_norm: 2.2870 2020-07-25 12:10:39,289 - mmaction - INFO - Epoch [60][880/3757] lr: 7.575e-02, eta: 3 days, 6:51:07, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4953, loss_cls: 3.5117, loss: 3.5117, grad_norm: 2.3283 2020-07-25 12:10:50,689 - mmaction - INFO - Epoch [60][900/3757] lr: 7.575e-02, eta: 3 days, 6:50:49, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.5000, loss_cls: 3.5675, loss: 3.5675, grad_norm: 2.3012 2020-07-25 12:11:02,111 - mmaction - INFO - Epoch [60][920/3757] lr: 7.575e-02, eta: 3 days, 6:50:31, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4844, loss_cls: 3.6176, loss: 3.6176, grad_norm: 2.2935 2020-07-25 12:11:13,459 - mmaction - INFO - Epoch [60][940/3757] lr: 7.575e-02, eta: 3 days, 6:50:13, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.2578, top5_acc: 0.4867, loss_cls: 3.5460, loss: 3.5460, grad_norm: 2.2834 2020-07-25 12:11:24,847 - mmaction - INFO - Epoch [60][960/3757] lr: 7.575e-02, eta: 3 days, 6:49:55, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4945, loss_cls: 3.4940, loss: 3.4940, grad_norm: 2.2653 2020-07-25 12:11:36,258 - mmaction - INFO - Epoch [60][980/3757] lr: 7.575e-02, eta: 3 days, 6:49:37, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4859, loss_cls: 3.5339, loss: 3.5339, grad_norm: 2.3046 2020-07-25 12:11:47,625 - mmaction - INFO - Epoch [60][1000/3757] lr: 7.575e-02, eta: 3 days, 6:49:19, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.5031, loss_cls: 3.4665, loss: 3.4665, grad_norm: 2.3375 2020-07-25 12:11:59,045 - mmaction - INFO - Epoch [60][1020/3757] lr: 7.575e-02, eta: 3 days, 6:49:01, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4781, loss_cls: 3.5633, loss: 3.5633, grad_norm: 2.3773 2020-07-25 12:12:10,466 - mmaction - INFO - Epoch [60][1040/3757] lr: 7.575e-02, eta: 3 days, 6:48:43, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2484, top5_acc: 0.5047, loss_cls: 3.5461, loss: 3.5461, grad_norm: 2.3635 2020-07-25 12:12:21,849 - mmaction - INFO - Epoch [60][1060/3757] lr: 7.575e-02, eta: 3 days, 6:48:25, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.2570, top5_acc: 0.5125, loss_cls: 3.5371, loss: 3.5371, grad_norm: 2.3240 2020-07-25 12:12:33,285 - mmaction - INFO - Epoch [60][1080/3757] lr: 7.575e-02, eta: 3 days, 6:48:07, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4609, loss_cls: 3.6277, loss: 3.6277, grad_norm: 2.2844 2020-07-25 12:12:44,685 - mmaction - INFO - Epoch [60][1100/3757] lr: 7.575e-02, eta: 3 days, 6:47:49, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4953, loss_cls: 3.5299, loss: 3.5299, grad_norm: 2.2602 2020-07-25 12:12:56,002 - mmaction - INFO - Epoch [60][1120/3757] lr: 7.575e-02, eta: 3 days, 6:47:30, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4773, loss_cls: 3.6398, loss: 3.6398, grad_norm: 2.3028 2020-07-25 12:13:07,407 - mmaction - INFO - Epoch [60][1140/3757] lr: 7.575e-02, eta: 3 days, 6:47:12, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4781, loss_cls: 3.5603, loss: 3.5603, grad_norm: 2.3005 2020-07-25 12:13:18,882 - mmaction - INFO - Epoch [60][1160/3757] lr: 7.575e-02, eta: 3 days, 6:46:55, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4703, loss_cls: 3.6463, loss: 3.6463, grad_norm: 2.3040 2020-07-25 12:13:30,294 - mmaction - INFO - Epoch [60][1180/3757] lr: 7.575e-02, eta: 3 days, 6:46:37, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4875, loss_cls: 3.5583, loss: 3.5583, grad_norm: 2.2965 2020-07-25 12:13:41,673 - mmaction - INFO - Epoch [60][1200/3757] lr: 7.575e-02, eta: 3 days, 6:46:19, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.5141, loss_cls: 3.4404, loss: 3.4404, grad_norm: 2.2631 2020-07-25 12:13:53,087 - mmaction - INFO - Epoch [60][1220/3757] lr: 7.575e-02, eta: 3 days, 6:46:01, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4641, loss_cls: 3.5909, loss: 3.5909, grad_norm: 2.3697 2020-07-25 12:14:04,460 - mmaction - INFO - Epoch [60][1240/3757] lr: 7.575e-02, eta: 3 days, 6:45:43, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4492, loss_cls: 3.6957, loss: 3.6957, grad_norm: 2.2966 2020-07-25 12:14:15,921 - mmaction - INFO - Epoch [60][1260/3757] lr: 7.575e-02, eta: 3 days, 6:45:25, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4883, loss_cls: 3.6100, loss: 3.6100, grad_norm: 2.2784 2020-07-25 12:14:27,305 - mmaction - INFO - Epoch [60][1280/3757] lr: 7.575e-02, eta: 3 days, 6:45:07, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4609, loss_cls: 3.6066, loss: 3.6066, grad_norm: 2.2994 2020-07-25 12:14:38,698 - mmaction - INFO - Epoch [60][1300/3757] lr: 7.575e-02, eta: 3 days, 6:44:49, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4695, loss_cls: 3.6353, loss: 3.6353, grad_norm: 2.3235 2020-07-25 12:14:50,203 - mmaction - INFO - Epoch [60][1320/3757] lr: 7.575e-02, eta: 3 days, 6:44:31, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4844, loss_cls: 3.5736, loss: 3.5736, grad_norm: 2.2827 2020-07-25 12:15:01,578 - mmaction - INFO - Epoch [60][1340/3757] lr: 7.575e-02, eta: 3 days, 6:44:13, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4852, loss_cls: 3.5480, loss: 3.5480, grad_norm: 2.2737 2020-07-25 12:15:12,974 - mmaction - INFO - Epoch [60][1360/3757] lr: 7.575e-02, eta: 3 days, 6:43:55, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4852, loss_cls: 3.6250, loss: 3.6250, grad_norm: 2.3028 2020-07-25 12:15:24,444 - mmaction - INFO - Epoch [60][1380/3757] lr: 7.575e-02, eta: 3 days, 6:43:37, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4844, loss_cls: 3.5778, loss: 3.5778, grad_norm: 2.2756 2020-07-25 12:15:35,821 - mmaction - INFO - Epoch [60][1400/3757] lr: 7.575e-02, eta: 3 days, 6:43:19, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4805, loss_cls: 3.5811, loss: 3.5811, grad_norm: 2.3388 2020-07-25 12:15:47,217 - mmaction - INFO - Epoch [60][1420/3757] lr: 7.575e-02, eta: 3 days, 6:43:01, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4633, loss_cls: 3.6785, loss: 3.6785, grad_norm: 2.3597 2020-07-25 12:15:58,623 - mmaction - INFO - Epoch [60][1440/3757] lr: 7.575e-02, eta: 3 days, 6:42:43, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4828, loss_cls: 3.5619, loss: 3.5619, grad_norm: 2.2950 2020-07-25 12:16:10,067 - mmaction - INFO - Epoch [60][1460/3757] lr: 7.575e-02, eta: 3 days, 6:42:26, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4711, loss_cls: 3.5213, loss: 3.5213, grad_norm: 2.3289 2020-07-25 12:16:21,520 - mmaction - INFO - Epoch [60][1480/3757] lr: 7.575e-02, eta: 3 days, 6:42:08, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4773, loss_cls: 3.6057, loss: 3.6057, grad_norm: 2.3955 2020-07-25 12:16:33,009 - mmaction - INFO - Epoch [60][1500/3757] lr: 7.575e-02, eta: 3 days, 6:41:50, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4852, loss_cls: 3.6145, loss: 3.6145, grad_norm: 2.2832 2020-07-25 12:16:44,417 - mmaction - INFO - Epoch [60][1520/3757] lr: 7.575e-02, eta: 3 days, 6:41:32, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4859, loss_cls: 3.5518, loss: 3.5518, grad_norm: 2.3722 2020-07-25 12:16:55,767 - mmaction - INFO - Epoch [60][1540/3757] lr: 7.575e-02, eta: 3 days, 6:41:14, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4648, loss_cls: 3.6734, loss: 3.6734, grad_norm: 2.3795 2020-07-25 12:17:07,159 - mmaction - INFO - Epoch [60][1560/3757] lr: 7.575e-02, eta: 3 days, 6:40:56, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4633, loss_cls: 3.7045, loss: 3.7045, grad_norm: 2.3096 2020-07-25 12:17:18,521 - mmaction - INFO - Epoch [60][1580/3757] lr: 7.575e-02, eta: 3 days, 6:40:38, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4695, loss_cls: 3.6181, loss: 3.6181, grad_norm: 2.2995 2020-07-25 12:17:29,905 - mmaction - INFO - Epoch [60][1600/3757] lr: 7.575e-02, eta: 3 days, 6:40:20, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4680, loss_cls: 3.6130, loss: 3.6130, grad_norm: 2.2848 2020-07-25 12:17:41,284 - mmaction - INFO - Epoch [60][1620/3757] lr: 7.575e-02, eta: 3 days, 6:40:02, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4828, loss_cls: 3.5821, loss: 3.5821, grad_norm: 2.2556 2020-07-25 12:17:52,694 - mmaction - INFO - Epoch [60][1640/3757] lr: 7.575e-02, eta: 3 days, 6:39:44, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4695, loss_cls: 3.6222, loss: 3.6222, grad_norm: 2.3004 2020-07-25 12:18:03,988 - mmaction - INFO - Epoch [60][1660/3757] lr: 7.575e-02, eta: 3 days, 6:39:26, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4984, loss_cls: 3.5070, loss: 3.5070, grad_norm: 2.2966 2020-07-25 12:18:15,523 - mmaction - INFO - Epoch [60][1680/3757] lr: 7.575e-02, eta: 3 days, 6:39:08, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4984, loss_cls: 3.5501, loss: 3.5501, grad_norm: 2.3062 2020-07-25 12:18:26,861 - mmaction - INFO - Epoch [60][1700/3757] lr: 7.575e-02, eta: 3 days, 6:38:50, time: 0.567, data_time: 0.001, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4938, loss_cls: 3.5076, loss: 3.5076, grad_norm: 2.2777 2020-07-25 12:18:38,218 - mmaction - INFO - Epoch [60][1720/3757] lr: 7.575e-02, eta: 3 days, 6:38:32, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4891, loss_cls: 3.5934, loss: 3.5934, grad_norm: 2.3597 2020-07-25 12:18:49,650 - mmaction - INFO - Epoch [60][1740/3757] lr: 7.575e-02, eta: 3 days, 6:38:14, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4758, loss_cls: 3.6222, loss: 3.6222, grad_norm: 2.2992 2020-07-25 12:19:01,002 - mmaction - INFO - Epoch [60][1760/3757] lr: 7.575e-02, eta: 3 days, 6:37:56, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4680, loss_cls: 3.6409, loss: 3.6409, grad_norm: 2.2469 2020-07-25 12:19:12,351 - mmaction - INFO - Epoch [60][1780/3757] lr: 7.575e-02, eta: 3 days, 6:37:38, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4797, loss_cls: 3.5675, loss: 3.5675, grad_norm: 2.2711 2020-07-25 12:19:23,795 - mmaction - INFO - Epoch [60][1800/3757] lr: 7.575e-02, eta: 3 days, 6:37:20, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4672, loss_cls: 3.6331, loss: 3.6331, grad_norm: 2.3166 2020-07-25 12:19:35,267 - mmaction - INFO - Epoch [60][1820/3757] lr: 7.575e-02, eta: 3 days, 6:37:03, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4773, loss_cls: 3.5831, loss: 3.5831, grad_norm: 2.3028 2020-07-25 12:19:46,520 - mmaction - INFO - Epoch [60][1840/3757] lr: 7.575e-02, eta: 3 days, 6:36:44, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4813, loss_cls: 3.5868, loss: 3.5868, grad_norm: 2.3196 2020-07-25 12:19:57,930 - mmaction - INFO - Epoch [60][1860/3757] lr: 7.575e-02, eta: 3 days, 6:36:26, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4945, loss_cls: 3.5368, loss: 3.5368, grad_norm: 2.3394 2020-07-25 12:20:09,330 - mmaction - INFO - Epoch [60][1880/3757] lr: 7.575e-02, eta: 3 days, 6:36:08, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4930, loss_cls: 3.5966, loss: 3.5966, grad_norm: 2.3559 2020-07-25 12:20:20,800 - mmaction - INFO - Epoch [60][1900/3757] lr: 7.575e-02, eta: 3 days, 6:35:50, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4859, loss_cls: 3.5957, loss: 3.5957, grad_norm: 2.3103 2020-07-25 12:20:32,237 - mmaction - INFO - Epoch [60][1920/3757] lr: 7.575e-02, eta: 3 days, 6:35:33, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4711, loss_cls: 3.6585, loss: 3.6585, grad_norm: 2.2950 2020-07-25 12:20:43,622 - mmaction - INFO - Epoch [60][1940/3757] lr: 7.575e-02, eta: 3 days, 6:35:15, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4922, loss_cls: 3.5726, loss: 3.5726, grad_norm: 2.2416 2020-07-25 12:20:55,087 - mmaction - INFO - Epoch [60][1960/3757] lr: 7.575e-02, eta: 3 days, 6:34:57, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.4805, loss_cls: 3.5610, loss: 3.5610, grad_norm: 2.2963 2020-07-25 12:21:06,618 - mmaction - INFO - Epoch [60][1980/3757] lr: 7.575e-02, eta: 3 days, 6:34:40, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.4961, loss_cls: 3.5417, loss: 3.5417, grad_norm: 2.3039 2020-07-25 12:21:18,100 - mmaction - INFO - Epoch [60][2000/3757] lr: 7.575e-02, eta: 3 days, 6:34:22, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4648, loss_cls: 3.6831, loss: 3.6831, grad_norm: 2.3623 2020-07-25 12:21:29,440 - mmaction - INFO - Epoch [60][2020/3757] lr: 7.575e-02, eta: 3 days, 6:34:04, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4813, loss_cls: 3.5995, loss: 3.5995, grad_norm: 2.2943 2020-07-25 12:21:40,870 - mmaction - INFO - Epoch [60][2040/3757] lr: 7.575e-02, eta: 3 days, 6:33:47, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4594, loss_cls: 3.6020, loss: 3.6020, grad_norm: 2.3092 2020-07-25 12:21:52,319 - mmaction - INFO - Epoch [60][2060/3757] lr: 7.575e-02, eta: 3 days, 6:33:29, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4813, loss_cls: 3.5898, loss: 3.5898, grad_norm: 2.3459 2020-07-25 12:22:03,730 - mmaction - INFO - Epoch [60][2080/3757] lr: 7.575e-02, eta: 3 days, 6:33:11, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4586, loss_cls: 3.6506, loss: 3.6506, grad_norm: 2.3458 2020-07-25 12:22:15,081 - mmaction - INFO - Epoch [60][2100/3757] lr: 7.575e-02, eta: 3 days, 6:32:53, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4758, loss_cls: 3.5977, loss: 3.5977, grad_norm: 2.2646 2020-07-25 12:22:26,561 - mmaction - INFO - Epoch [60][2120/3757] lr: 7.575e-02, eta: 3 days, 6:32:35, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.5047, loss_cls: 3.4802, loss: 3.4802, grad_norm: 2.2497 2020-07-25 12:22:38,016 - mmaction - INFO - Epoch [60][2140/3757] lr: 7.575e-02, eta: 3 days, 6:32:18, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4766, loss_cls: 3.5816, loss: 3.5816, grad_norm: 2.2465 2020-07-25 12:22:49,413 - mmaction - INFO - Epoch [60][2160/3757] lr: 7.575e-02, eta: 3 days, 6:32:00, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4445, loss_cls: 3.7185, loss: 3.7185, grad_norm: 2.2710 2020-07-25 12:23:00,898 - mmaction - INFO - Epoch [60][2180/3757] lr: 7.575e-02, eta: 3 days, 6:31:42, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4781, loss_cls: 3.6409, loss: 3.6409, grad_norm: 2.2637 2020-07-25 12:23:12,234 - mmaction - INFO - Epoch [60][2200/3757] lr: 7.575e-02, eta: 3 days, 6:31:24, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4797, loss_cls: 3.5323, loss: 3.5323, grad_norm: 2.2728 2020-07-25 12:23:23,766 - mmaction - INFO - Epoch [60][2220/3757] lr: 7.575e-02, eta: 3 days, 6:31:07, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4633, loss_cls: 3.6499, loss: 3.6499, grad_norm: 2.3116 2020-07-25 12:23:35,126 - mmaction - INFO - Epoch [60][2240/3757] lr: 7.575e-02, eta: 3 days, 6:30:49, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5008, loss_cls: 3.5062, loss: 3.5062, grad_norm: 2.3021 2020-07-25 12:23:46,487 - mmaction - INFO - Epoch [60][2260/3757] lr: 7.575e-02, eta: 3 days, 6:30:31, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4547, loss_cls: 3.6153, loss: 3.6153, grad_norm: 2.2606 2020-07-25 12:23:57,858 - mmaction - INFO - Epoch [60][2280/3757] lr: 7.575e-02, eta: 3 days, 6:30:13, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4750, loss_cls: 3.5689, loss: 3.5689, grad_norm: 2.2782 2020-07-25 12:24:09,317 - mmaction - INFO - Epoch [60][2300/3757] lr: 7.575e-02, eta: 3 days, 6:29:55, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4859, loss_cls: 3.5347, loss: 3.5347, grad_norm: 2.3036 2020-07-25 12:24:20,720 - mmaction - INFO - Epoch [60][2320/3757] lr: 7.575e-02, eta: 3 days, 6:29:37, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4703, loss_cls: 3.6651, loss: 3.6651, grad_norm: 2.2782 2020-07-25 12:24:32,203 - mmaction - INFO - Epoch [60][2340/3757] lr: 7.575e-02, eta: 3 days, 6:29:20, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4813, loss_cls: 3.5729, loss: 3.5729, grad_norm: 2.2028 2020-07-25 12:24:43,730 - mmaction - INFO - Epoch [60][2360/3757] lr: 7.575e-02, eta: 3 days, 6:29:03, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4727, loss_cls: 3.6131, loss: 3.6131, grad_norm: 2.2797 2020-07-25 12:24:55,081 - mmaction - INFO - Epoch [60][2380/3757] lr: 7.575e-02, eta: 3 days, 6:28:45, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4711, loss_cls: 3.6840, loss: 3.6840, grad_norm: 2.3330 2020-07-25 12:25:06,483 - mmaction - INFO - Epoch [60][2400/3757] lr: 7.575e-02, eta: 3 days, 6:28:27, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4820, loss_cls: 3.5926, loss: 3.5926, grad_norm: 2.2622 2020-07-25 12:25:17,878 - mmaction - INFO - Epoch [60][2420/3757] lr: 7.575e-02, eta: 3 days, 6:28:09, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4625, loss_cls: 3.6780, loss: 3.6780, grad_norm: 2.2594 2020-07-25 12:25:29,207 - mmaction - INFO - Epoch [60][2440/3757] lr: 7.575e-02, eta: 3 days, 6:27:51, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.4805, loss_cls: 3.5293, loss: 3.5293, grad_norm: 2.2226 2020-07-25 12:25:40,622 - mmaction - INFO - Epoch [60][2460/3757] lr: 7.575e-02, eta: 3 days, 6:27:33, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4898, loss_cls: 3.5220, loss: 3.5220, grad_norm: 2.3437 2020-07-25 12:25:52,116 - mmaction - INFO - Epoch [60][2480/3757] lr: 7.575e-02, eta: 3 days, 6:27:16, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4656, loss_cls: 3.6596, loss: 3.6596, grad_norm: 2.3297 2020-07-25 12:26:03,508 - mmaction - INFO - Epoch [60][2500/3757] lr: 7.575e-02, eta: 3 days, 6:26:58, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4906, loss_cls: 3.6427, loss: 3.6427, grad_norm: 2.3343 2020-07-25 12:26:14,977 - mmaction - INFO - Epoch [60][2520/3757] lr: 7.575e-02, eta: 3 days, 6:26:40, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4656, loss_cls: 3.6507, loss: 3.6507, grad_norm: 2.2053 2020-07-25 12:26:26,344 - mmaction - INFO - Epoch [60][2540/3757] lr: 7.575e-02, eta: 3 days, 6:26:22, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4523, loss_cls: 3.6845, loss: 3.6845, grad_norm: 2.3317 2020-07-25 12:26:37,719 - mmaction - INFO - Epoch [60][2560/3757] lr: 7.575e-02, eta: 3 days, 6:26:04, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4766, loss_cls: 3.5562, loss: 3.5562, grad_norm: 2.3185 2020-07-25 12:26:49,166 - mmaction - INFO - Epoch [60][2580/3757] lr: 7.575e-02, eta: 3 days, 6:25:47, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4688, loss_cls: 3.6472, loss: 3.6472, grad_norm: 2.3755 2020-07-25 12:27:00,568 - mmaction - INFO - Epoch [60][2600/3757] lr: 7.575e-02, eta: 3 days, 6:25:29, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4820, loss_cls: 3.6161, loss: 3.6161, grad_norm: 2.2749 2020-07-25 12:27:11,977 - mmaction - INFO - Epoch [60][2620/3757] lr: 7.575e-02, eta: 3 days, 6:25:11, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4977, loss_cls: 3.5148, loss: 3.5148, grad_norm: 2.2565 2020-07-25 12:27:23,342 - mmaction - INFO - Epoch [60][2640/3757] lr: 7.575e-02, eta: 3 days, 6:24:53, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.4867, loss_cls: 3.5454, loss: 3.5454, grad_norm: 2.3330 2020-07-25 12:27:34,649 - mmaction - INFO - Epoch [60][2660/3757] lr: 7.575e-02, eta: 3 days, 6:24:35, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4891, loss_cls: 3.5971, loss: 3.5971, grad_norm: 2.3785 2020-07-25 12:27:46,019 - mmaction - INFO - Epoch [60][2680/3757] lr: 7.575e-02, eta: 3 days, 6:24:17, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4570, loss_cls: 3.6340, loss: 3.6340, grad_norm: 2.2785 2020-07-25 12:27:57,463 - mmaction - INFO - Epoch [60][2700/3757] lr: 7.575e-02, eta: 3 days, 6:23:59, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4695, loss_cls: 3.6597, loss: 3.6597, grad_norm: 2.3106 2020-07-25 12:28:08,826 - mmaction - INFO - Epoch [60][2720/3757] lr: 7.575e-02, eta: 3 days, 6:23:41, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5148, loss_cls: 3.4409, loss: 3.4409, grad_norm: 2.2926 2020-07-25 12:28:20,300 - mmaction - INFO - Epoch [60][2740/3757] lr: 7.575e-02, eta: 3 days, 6:23:24, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4711, loss_cls: 3.5459, loss: 3.5459, grad_norm: 2.3660 2020-07-25 12:28:31,709 - mmaction - INFO - Epoch [60][2760/3757] lr: 7.575e-02, eta: 3 days, 6:23:06, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4570, loss_cls: 3.6448, loss: 3.6448, grad_norm: 2.3409 2020-07-25 12:28:43,054 - mmaction - INFO - Epoch [60][2780/3757] lr: 7.575e-02, eta: 3 days, 6:22:48, time: 0.567, data_time: 0.004, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4781, loss_cls: 3.6345, loss: 3.6345, grad_norm: 2.2762 2020-07-25 12:28:54,548 - mmaction - INFO - Epoch [60][2800/3757] lr: 7.575e-02, eta: 3 days, 6:22:31, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4859, loss_cls: 3.5553, loss: 3.5553, grad_norm: 2.2798 2020-07-25 12:29:05,919 - mmaction - INFO - Epoch [60][2820/3757] lr: 7.575e-02, eta: 3 days, 6:22:13, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4688, loss_cls: 3.5819, loss: 3.5819, grad_norm: 2.3644 2020-07-25 12:29:17,333 - mmaction - INFO - Epoch [60][2840/3757] lr: 7.575e-02, eta: 3 days, 6:21:55, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4828, loss_cls: 3.6336, loss: 3.6336, grad_norm: 2.3471 2020-07-25 12:29:28,667 - mmaction - INFO - Epoch [60][2860/3757] lr: 7.575e-02, eta: 3 days, 6:21:37, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4656, loss_cls: 3.5931, loss: 3.5931, grad_norm: 2.2429 2020-07-25 12:29:40,064 - mmaction - INFO - Epoch [60][2880/3757] lr: 7.575e-02, eta: 3 days, 6:21:19, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4609, loss_cls: 3.6196, loss: 3.6196, grad_norm: 2.3013 2020-07-25 12:29:51,519 - mmaction - INFO - Epoch [60][2900/3757] lr: 7.575e-02, eta: 3 days, 6:21:02, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4922, loss_cls: 3.6096, loss: 3.6096, grad_norm: 2.3642 2020-07-25 12:30:03,054 - mmaction - INFO - Epoch [60][2920/3757] lr: 7.575e-02, eta: 3 days, 6:20:45, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4562, loss_cls: 3.6401, loss: 3.6401, grad_norm: 2.2304 2020-07-25 12:30:14,500 - mmaction - INFO - Epoch [60][2940/3757] lr: 7.575e-02, eta: 3 days, 6:20:27, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4695, loss_cls: 3.6308, loss: 3.6308, grad_norm: 2.3288 2020-07-25 12:30:26,078 - mmaction - INFO - Epoch [60][2960/3757] lr: 7.575e-02, eta: 3 days, 6:20:10, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4852, loss_cls: 3.5974, loss: 3.5974, grad_norm: 2.2493 2020-07-25 12:30:37,515 - mmaction - INFO - Epoch [60][2980/3757] lr: 7.575e-02, eta: 3 days, 6:19:53, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.4836, loss_cls: 3.5827, loss: 3.5827, grad_norm: 2.3274 2020-07-25 12:30:48,939 - mmaction - INFO - Epoch [60][3000/3757] lr: 7.575e-02, eta: 3 days, 6:19:35, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4664, loss_cls: 3.6432, loss: 3.6432, grad_norm: 2.3684 2020-07-25 12:31:00,450 - mmaction - INFO - Epoch [60][3020/3757] lr: 7.575e-02, eta: 3 days, 6:19:18, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4773, loss_cls: 3.6468, loss: 3.6468, grad_norm: 2.3140 2020-07-25 12:31:11,824 - mmaction - INFO - Epoch [60][3040/3757] lr: 7.575e-02, eta: 3 days, 6:19:00, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4586, loss_cls: 3.6682, loss: 3.6682, grad_norm: 2.2277 2020-07-25 12:31:23,222 - mmaction - INFO - Epoch [60][3060/3757] lr: 7.575e-02, eta: 3 days, 6:18:42, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4914, loss_cls: 3.5374, loss: 3.5374, grad_norm: 2.2567 2020-07-25 12:31:34,508 - mmaction - INFO - Epoch [60][3080/3757] lr: 7.575e-02, eta: 3 days, 6:18:24, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.4961, loss_cls: 3.4673, loss: 3.4673, grad_norm: 2.2617 2020-07-25 12:31:45,944 - mmaction - INFO - Epoch [60][3100/3757] lr: 7.575e-02, eta: 3 days, 6:18:06, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4859, loss_cls: 3.5366, loss: 3.5366, grad_norm: 2.3365 2020-07-25 12:31:57,376 - mmaction - INFO - Epoch [60][3120/3757] lr: 7.575e-02, eta: 3 days, 6:17:49, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4953, loss_cls: 3.5388, loss: 3.5388, grad_norm: 2.2568 2020-07-25 12:32:08,738 - mmaction - INFO - Epoch [60][3140/3757] lr: 7.575e-02, eta: 3 days, 6:17:31, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4656, loss_cls: 3.5774, loss: 3.5774, grad_norm: 2.3417 2020-07-25 12:32:20,096 - mmaction - INFO - Epoch [60][3160/3757] lr: 7.575e-02, eta: 3 days, 6:17:13, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5047, loss_cls: 3.5159, loss: 3.5159, grad_norm: 2.2741 2020-07-25 12:32:31,481 - mmaction - INFO - Epoch [60][3180/3757] lr: 7.575e-02, eta: 3 days, 6:16:55, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4875, loss_cls: 3.5703, loss: 3.5703, grad_norm: 2.3122 2020-07-25 12:32:42,922 - mmaction - INFO - Epoch [60][3200/3757] lr: 7.575e-02, eta: 3 days, 6:16:37, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4969, loss_cls: 3.5747, loss: 3.5747, grad_norm: 2.3361 2020-07-25 12:32:54,392 - mmaction - INFO - Epoch [60][3220/3757] lr: 7.575e-02, eta: 3 days, 6:16:20, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4813, loss_cls: 3.6151, loss: 3.6151, grad_norm: 2.4076 2020-07-25 12:33:05,769 - mmaction - INFO - Epoch [60][3240/3757] lr: 7.575e-02, eta: 3 days, 6:16:02, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4813, loss_cls: 3.6029, loss: 3.6029, grad_norm: 2.2648 2020-07-25 12:33:17,201 - mmaction - INFO - Epoch [60][3260/3757] lr: 7.575e-02, eta: 3 days, 6:15:45, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4906, loss_cls: 3.5206, loss: 3.5206, grad_norm: 2.3001 2020-07-25 12:33:28,702 - mmaction - INFO - Epoch [60][3280/3757] lr: 7.575e-02, eta: 3 days, 6:15:27, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4602, loss_cls: 3.6723, loss: 3.6723, grad_norm: 2.3130 2020-07-25 12:33:40,144 - mmaction - INFO - Epoch [60][3300/3757] lr: 7.575e-02, eta: 3 days, 6:15:10, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4828, loss_cls: 3.5834, loss: 3.5834, grad_norm: 2.2510 2020-07-25 12:33:51,577 - mmaction - INFO - Epoch [60][3320/3757] lr: 7.575e-02, eta: 3 days, 6:14:52, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4867, loss_cls: 3.5686, loss: 3.5686, grad_norm: 2.3747 2020-07-25 12:34:03,035 - mmaction - INFO - Epoch [60][3340/3757] lr: 7.575e-02, eta: 3 days, 6:14:35, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4813, loss_cls: 3.6201, loss: 3.6201, grad_norm: 2.3864 2020-07-25 12:34:14,406 - mmaction - INFO - Epoch [60][3360/3757] lr: 7.575e-02, eta: 3 days, 6:14:17, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4742, loss_cls: 3.5952, loss: 3.5952, grad_norm: 2.3718 2020-07-25 12:34:25,766 - mmaction - INFO - Epoch [60][3380/3757] lr: 7.575e-02, eta: 3 days, 6:13:59, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4586, loss_cls: 3.7454, loss: 3.7454, grad_norm: 2.3472 2020-07-25 12:34:37,252 - mmaction - INFO - Epoch [60][3400/3757] lr: 7.575e-02, eta: 3 days, 6:13:42, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4906, loss_cls: 3.5223, loss: 3.5223, grad_norm: 2.2994 2020-07-25 12:34:48,698 - mmaction - INFO - Epoch [60][3420/3757] lr: 7.575e-02, eta: 3 days, 6:13:24, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4789, loss_cls: 3.5794, loss: 3.5794, grad_norm: 2.2940 2020-07-25 12:35:00,150 - mmaction - INFO - Epoch [60][3440/3757] lr: 7.575e-02, eta: 3 days, 6:13:07, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4953, loss_cls: 3.5511, loss: 3.5511, grad_norm: 2.2761 2020-07-25 12:35:11,590 - mmaction - INFO - Epoch [60][3460/3757] lr: 7.575e-02, eta: 3 days, 6:12:49, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.1992, top5_acc: 0.4648, loss_cls: 3.6396, loss: 3.6396, grad_norm: 2.3168 2020-07-25 12:35:23,008 - mmaction - INFO - Epoch [60][3480/3757] lr: 7.575e-02, eta: 3 days, 6:12:32, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4859, loss_cls: 3.5214, loss: 3.5214, grad_norm: 2.3263 2020-07-25 12:35:34,413 - mmaction - INFO - Epoch [60][3500/3757] lr: 7.575e-02, eta: 3 days, 6:12:14, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4734, loss_cls: 3.5758, loss: 3.5758, grad_norm: 2.2983 2020-07-25 12:35:45,815 - mmaction - INFO - Epoch [60][3520/3757] lr: 7.575e-02, eta: 3 days, 6:11:56, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4961, loss_cls: 3.5351, loss: 3.5351, grad_norm: 2.3040 2020-07-25 12:35:57,219 - mmaction - INFO - Epoch [60][3540/3757] lr: 7.575e-02, eta: 3 days, 6:11:39, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4680, loss_cls: 3.6311, loss: 3.6311, grad_norm: 2.3142 2020-07-25 12:36:08,680 - mmaction - INFO - Epoch [60][3560/3757] lr: 7.575e-02, eta: 3 days, 6:11:21, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4938, loss_cls: 3.5966, loss: 3.5966, grad_norm: 2.3760 2020-07-25 12:36:20,082 - mmaction - INFO - Epoch [60][3580/3757] lr: 7.575e-02, eta: 3 days, 6:11:04, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4820, loss_cls: 3.5576, loss: 3.5576, grad_norm: 2.3311 2020-07-25 12:36:31,528 - mmaction - INFO - Epoch [60][3600/3757] lr: 7.575e-02, eta: 3 days, 6:10:46, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4562, loss_cls: 3.6433, loss: 3.6433, grad_norm: 2.3217 2020-07-25 12:36:42,902 - mmaction - INFO - Epoch [60][3620/3757] lr: 7.575e-02, eta: 3 days, 6:10:28, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.4977, loss_cls: 3.5561, loss: 3.5561, grad_norm: 2.3112 2020-07-25 12:36:54,266 - mmaction - INFO - Epoch [60][3640/3757] lr: 7.575e-02, eta: 3 days, 6:10:11, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4766, loss_cls: 3.6494, loss: 3.6494, grad_norm: 2.2542 2020-07-25 12:37:05,550 - mmaction - INFO - Epoch [60][3660/3757] lr: 7.575e-02, eta: 3 days, 6:09:52, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4758, loss_cls: 3.6165, loss: 3.6165, grad_norm: 2.2685 2020-07-25 12:37:16,938 - mmaction - INFO - Epoch [60][3680/3757] lr: 7.575e-02, eta: 3 days, 6:09:35, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4703, loss_cls: 3.6103, loss: 3.6103, grad_norm: 2.2638 2020-07-25 12:37:28,335 - mmaction - INFO - Epoch [60][3700/3757] lr: 7.575e-02, eta: 3 days, 6:09:17, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4938, loss_cls: 3.5383, loss: 3.5383, grad_norm: 2.2861 2020-07-25 12:37:39,687 - mmaction - INFO - Epoch [60][3720/3757] lr: 7.575e-02, eta: 3 days, 6:08:59, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4961, loss_cls: 3.6150, loss: 3.6150, grad_norm: 2.4120 2020-07-25 12:37:51,102 - mmaction - INFO - Epoch [60][3740/3757] lr: 7.575e-02, eta: 3 days, 6:08:41, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4766, loss_cls: 3.6506, loss: 3.6506, grad_norm: 2.2497 2020-07-25 12:38:03,640 - mmaction - INFO - Saving checkpoint at 60 epochs 2020-07-25 12:40:37,185 - mmaction - INFO - Epoch [61][20/3757] lr: 7.500e-02, eta: 3 days, 6:18:35, time: 7.581, data_time: 6.892, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4867, loss_cls: 3.6359, loss: 3.6359, grad_norm: 2.3167 2020-07-25 12:40:48,468 - mmaction - INFO - Epoch [61][40/3757] lr: 7.500e-02, eta: 3 days, 6:18:17, time: 0.564, data_time: 0.002, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4922, loss_cls: 3.6008, loss: 3.6008, grad_norm: 2.3274 2020-07-25 12:40:59,802 - mmaction - INFO - Epoch [61][60/3757] lr: 7.500e-02, eta: 3 days, 6:17:59, time: 0.567, data_time: 0.001, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4695, loss_cls: 3.6307, loss: 3.6307, grad_norm: 2.3517 2020-07-25 12:41:11,092 - mmaction - INFO - Epoch [61][80/3757] lr: 7.500e-02, eta: 3 days, 6:17:40, time: 0.564, data_time: 0.002, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4680, loss_cls: 3.5814, loss: 3.5814, grad_norm: 2.2397 2020-07-25 12:41:22,481 - mmaction - INFO - Epoch [61][100/3757] lr: 7.500e-02, eta: 3 days, 6:17:22, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4727, loss_cls: 3.6425, loss: 3.6425, grad_norm: 2.2945 2020-07-25 12:41:33,848 - mmaction - INFO - Epoch [61][120/3757] lr: 7.500e-02, eta: 3 days, 6:17:04, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4883, loss_cls: 3.5648, loss: 3.5648, grad_norm: 2.2686 2020-07-25 12:41:45,257 - mmaction - INFO - Epoch [61][140/3757] lr: 7.500e-02, eta: 3 days, 6:16:47, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4781, loss_cls: 3.6304, loss: 3.6304, grad_norm: 2.3236 2020-07-25 12:41:56,683 - mmaction - INFO - Epoch [61][160/3757] lr: 7.500e-02, eta: 3 days, 6:16:29, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.5164, loss_cls: 3.4769, loss: 3.4769, grad_norm: 2.2116 2020-07-25 12:42:08,109 - mmaction - INFO - Epoch [61][180/3757] lr: 7.500e-02, eta: 3 days, 6:16:11, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4859, loss_cls: 3.5736, loss: 3.5736, grad_norm: 2.3707 2020-07-25 12:42:19,489 - mmaction - INFO - Epoch [61][200/3757] lr: 7.500e-02, eta: 3 days, 6:15:53, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4648, loss_cls: 3.6991, loss: 3.6991, grad_norm: 2.3168 2020-07-25 12:42:30,830 - mmaction - INFO - Epoch [61][220/3757] lr: 7.500e-02, eta: 3 days, 6:15:35, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4711, loss_cls: 3.6249, loss: 3.6249, grad_norm: 2.2145 2020-07-25 12:42:42,237 - mmaction - INFO - Epoch [61][240/3757] lr: 7.500e-02, eta: 3 days, 6:15:18, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4945, loss_cls: 3.5198, loss: 3.5198, grad_norm: 2.3253 2020-07-25 12:42:53,587 - mmaction - INFO - Epoch [61][260/3757] lr: 7.500e-02, eta: 3 days, 6:15:00, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5148, loss_cls: 3.4487, loss: 3.4487, grad_norm: 2.2830 2020-07-25 12:43:04,895 - mmaction - INFO - Epoch [61][280/3757] lr: 7.500e-02, eta: 3 days, 6:14:41, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4820, loss_cls: 3.5745, loss: 3.5745, grad_norm: 2.2999 2020-07-25 12:43:16,333 - mmaction - INFO - Epoch [61][300/3757] lr: 7.500e-02, eta: 3 days, 6:14:24, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.5008, loss_cls: 3.5727, loss: 3.5727, grad_norm: 2.3458 2020-07-25 12:43:27,675 - mmaction - INFO - Epoch [61][320/3757] lr: 7.500e-02, eta: 3 days, 6:14:06, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4883, loss_cls: 3.5342, loss: 3.5342, grad_norm: 2.3402 2020-07-25 12:43:39,004 - mmaction - INFO - Epoch [61][340/3757] lr: 7.500e-02, eta: 3 days, 6:13:48, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4797, loss_cls: 3.6480, loss: 3.6480, grad_norm: 2.3514 2020-07-25 12:43:50,444 - mmaction - INFO - Epoch [61][360/3757] lr: 7.500e-02, eta: 3 days, 6:13:30, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4773, loss_cls: 3.5728, loss: 3.5728, grad_norm: 2.2654 2020-07-25 12:44:01,853 - mmaction - INFO - Epoch [61][380/3757] lr: 7.500e-02, eta: 3 days, 6:13:12, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4844, loss_cls: 3.5375, loss: 3.5375, grad_norm: 2.3766 2020-07-25 12:44:13,202 - mmaction - INFO - Epoch [61][400/3757] lr: 7.500e-02, eta: 3 days, 6:12:54, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4594, loss_cls: 3.7063, loss: 3.7063, grad_norm: 2.3642 2020-07-25 12:44:24,532 - mmaction - INFO - Epoch [61][420/3757] lr: 7.500e-02, eta: 3 days, 6:12:36, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4961, loss_cls: 3.5070, loss: 3.5070, grad_norm: 2.3071 2020-07-25 12:44:35,868 - mmaction - INFO - Epoch [61][440/3757] lr: 7.500e-02, eta: 3 days, 6:12:18, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4602, loss_cls: 3.7008, loss: 3.7008, grad_norm: 2.3234 2020-07-25 12:44:47,351 - mmaction - INFO - Epoch [61][460/3757] lr: 7.500e-02, eta: 3 days, 6:12:01, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4727, loss_cls: 3.6449, loss: 3.6449, grad_norm: 2.2929 2020-07-25 12:44:58,802 - mmaction - INFO - Epoch [61][480/3757] lr: 7.500e-02, eta: 3 days, 6:11:43, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4938, loss_cls: 3.5279, loss: 3.5279, grad_norm: 2.3022 2020-07-25 12:45:10,312 - mmaction - INFO - Epoch [61][500/3757] lr: 7.500e-02, eta: 3 days, 6:11:26, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.2117, top5_acc: 0.4617, loss_cls: 3.6922, loss: 3.6922, grad_norm: 2.3109 2020-07-25 12:45:21,717 - mmaction - INFO - Epoch [61][520/3757] lr: 7.500e-02, eta: 3 days, 6:11:08, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4859, loss_cls: 3.5535, loss: 3.5535, grad_norm: 2.2310 2020-07-25 12:45:33,165 - mmaction - INFO - Epoch [61][540/3757] lr: 7.500e-02, eta: 3 days, 6:10:51, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5000, loss_cls: 3.5392, loss: 3.5392, grad_norm: 2.2884 2020-07-25 12:45:44,626 - mmaction - INFO - Epoch [61][560/3757] lr: 7.500e-02, eta: 3 days, 6:10:33, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4797, loss_cls: 3.5528, loss: 3.5528, grad_norm: 2.2457 2020-07-25 12:45:55,994 - mmaction - INFO - Epoch [61][580/3757] lr: 7.500e-02, eta: 3 days, 6:10:15, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4781, loss_cls: 3.5733, loss: 3.5733, grad_norm: 2.2683 2020-07-25 12:46:07,343 - mmaction - INFO - Epoch [61][600/3757] lr: 7.500e-02, eta: 3 days, 6:09:57, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4891, loss_cls: 3.5915, loss: 3.5915, grad_norm: 2.3120 2020-07-25 12:46:18,815 - mmaction - INFO - Epoch [61][620/3757] lr: 7.500e-02, eta: 3 days, 6:09:40, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4984, loss_cls: 3.5254, loss: 3.5254, grad_norm: 2.2524 2020-07-25 12:46:30,163 - mmaction - INFO - Epoch [61][640/3757] lr: 7.500e-02, eta: 3 days, 6:09:22, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4656, loss_cls: 3.6023, loss: 3.6023, grad_norm: 2.3202 2020-07-25 12:46:41,494 - mmaction - INFO - Epoch [61][660/3757] lr: 7.500e-02, eta: 3 days, 6:09:04, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4539, loss_cls: 3.7345, loss: 3.7345, grad_norm: 2.3166 2020-07-25 12:46:52,953 - mmaction - INFO - Epoch [61][680/3757] lr: 7.500e-02, eta: 3 days, 6:08:46, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4625, loss_cls: 3.6353, loss: 3.6353, grad_norm: 2.2685 2020-07-25 12:47:04,394 - mmaction - INFO - Epoch [61][700/3757] lr: 7.500e-02, eta: 3 days, 6:08:29, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4773, loss_cls: 3.5551, loss: 3.5551, grad_norm: 2.3293 2020-07-25 12:47:15,871 - mmaction - INFO - Epoch [61][720/3757] lr: 7.500e-02, eta: 3 days, 6:08:12, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.5062, loss_cls: 3.5321, loss: 3.5321, grad_norm: 2.3127 2020-07-25 12:47:27,334 - mmaction - INFO - Epoch [61][740/3757] lr: 7.500e-02, eta: 3 days, 6:07:54, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4883, loss_cls: 3.5580, loss: 3.5580, grad_norm: 2.3410 2020-07-25 12:47:38,733 - mmaction - INFO - Epoch [61][760/3757] lr: 7.500e-02, eta: 3 days, 6:07:36, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4977, loss_cls: 3.5374, loss: 3.5374, grad_norm: 2.3518 2020-07-25 12:47:50,190 - mmaction - INFO - Epoch [61][780/3757] lr: 7.500e-02, eta: 3 days, 6:07:19, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4758, loss_cls: 3.6520, loss: 3.6520, grad_norm: 2.4162 2020-07-25 12:48:01,638 - mmaction - INFO - Epoch [61][800/3757] lr: 7.500e-02, eta: 3 days, 6:07:01, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4828, loss_cls: 3.5973, loss: 3.5973, grad_norm: 2.3110 2020-07-25 12:48:13,106 - mmaction - INFO - Epoch [61][820/3757] lr: 7.500e-02, eta: 3 days, 6:06:44, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4625, loss_cls: 3.6650, loss: 3.6650, grad_norm: 2.2668 2020-07-25 12:48:24,579 - mmaction - INFO - Epoch [61][840/3757] lr: 7.500e-02, eta: 3 days, 6:06:27, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4633, loss_cls: 3.5928, loss: 3.5928, grad_norm: 2.3197 2020-07-25 12:48:36,032 - mmaction - INFO - Epoch [61][860/3757] lr: 7.500e-02, eta: 3 days, 6:06:09, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4820, loss_cls: 3.6001, loss: 3.6001, grad_norm: 2.3163 2020-07-25 12:48:47,458 - mmaction - INFO - Epoch [61][880/3757] lr: 7.500e-02, eta: 3 days, 6:05:52, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4992, loss_cls: 3.5199, loss: 3.5199, grad_norm: 2.3373 2020-07-25 12:48:58,835 - mmaction - INFO - Epoch [61][900/3757] lr: 7.500e-02, eta: 3 days, 6:05:34, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4984, loss_cls: 3.5435, loss: 3.5435, grad_norm: 2.3049 2020-07-25 12:49:10,227 - mmaction - INFO - Epoch [61][920/3757] lr: 7.500e-02, eta: 3 days, 6:05:16, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2555, top5_acc: 0.5109, loss_cls: 3.5299, loss: 3.5299, grad_norm: 2.3021 2020-07-25 12:49:21,674 - mmaction - INFO - Epoch [61][940/3757] lr: 7.500e-02, eta: 3 days, 6:04:59, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4734, loss_cls: 3.6268, loss: 3.6268, grad_norm: 2.3459 2020-07-25 12:49:33,196 - mmaction - INFO - Epoch [61][960/3757] lr: 7.500e-02, eta: 3 days, 6:04:42, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4891, loss_cls: 3.5717, loss: 3.5717, grad_norm: 2.3233 2020-07-25 12:49:44,669 - mmaction - INFO - Epoch [61][980/3757] lr: 7.500e-02, eta: 3 days, 6:04:24, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5156, loss_cls: 3.4628, loss: 3.4628, grad_norm: 2.2601 2020-07-25 12:49:56,071 - mmaction - INFO - Epoch [61][1000/3757] lr: 7.500e-02, eta: 3 days, 6:04:07, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4531, loss_cls: 3.6734, loss: 3.6734, grad_norm: 2.2898 2020-07-25 12:50:07,434 - mmaction - INFO - Epoch [61][1020/3757] lr: 7.500e-02, eta: 3 days, 6:03:49, time: 0.568, data_time: 0.001, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4914, loss_cls: 3.5897, loss: 3.5897, grad_norm: 2.3103 2020-07-25 12:50:18,949 - mmaction - INFO - Epoch [61][1040/3757] lr: 7.500e-02, eta: 3 days, 6:03:32, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4984, loss_cls: 3.4841, loss: 3.4841, grad_norm: 2.2948 2020-07-25 12:50:30,448 - mmaction - INFO - Epoch [61][1060/3757] lr: 7.500e-02, eta: 3 days, 6:03:14, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4633, loss_cls: 3.6958, loss: 3.6958, grad_norm: 2.3146 2020-07-25 12:50:42,021 - mmaction - INFO - Epoch [61][1080/3757] lr: 7.500e-02, eta: 3 days, 6:02:57, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4602, loss_cls: 3.6865, loss: 3.6865, grad_norm: 2.2809 2020-07-25 12:50:53,369 - mmaction - INFO - Epoch [61][1100/3757] lr: 7.500e-02, eta: 3 days, 6:02:40, time: 0.568, data_time: 0.001, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4727, loss_cls: 3.6640, loss: 3.6640, grad_norm: 2.2822 2020-07-25 12:51:04,704 - mmaction - INFO - Epoch [61][1120/3757] lr: 7.500e-02, eta: 3 days, 6:02:22, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4766, loss_cls: 3.5656, loss: 3.5656, grad_norm: 2.1959 2020-07-25 12:51:16,172 - mmaction - INFO - Epoch [61][1140/3757] lr: 7.500e-02, eta: 3 days, 6:02:04, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.4766, loss_cls: 3.5688, loss: 3.5688, grad_norm: 2.3116 2020-07-25 12:51:27,567 - mmaction - INFO - Epoch [61][1160/3757] lr: 7.500e-02, eta: 3 days, 6:01:47, time: 0.570, data_time: 0.001, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4750, loss_cls: 3.5748, loss: 3.5748, grad_norm: 2.2709 2020-07-25 12:51:38,980 - mmaction - INFO - Epoch [61][1180/3757] lr: 7.500e-02, eta: 3 days, 6:01:29, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4719, loss_cls: 3.6864, loss: 3.6864, grad_norm: 2.3113 2020-07-25 12:51:50,379 - mmaction - INFO - Epoch [61][1200/3757] lr: 7.500e-02, eta: 3 days, 6:01:11, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4555, loss_cls: 3.7174, loss: 3.7174, grad_norm: 2.2789 2020-07-25 12:52:01,734 - mmaction - INFO - Epoch [61][1220/3757] lr: 7.500e-02, eta: 3 days, 6:00:53, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4727, loss_cls: 3.6331, loss: 3.6331, grad_norm: 2.2639 2020-07-25 12:52:13,148 - mmaction - INFO - Epoch [61][1240/3757] lr: 7.500e-02, eta: 3 days, 6:00:36, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4836, loss_cls: 3.6189, loss: 3.6189, grad_norm: 2.2500 2020-07-25 12:52:24,489 - mmaction - INFO - Epoch [61][1260/3757] lr: 7.500e-02, eta: 3 days, 6:00:18, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.5016, loss_cls: 3.5284, loss: 3.5284, grad_norm: 2.2769 2020-07-25 12:52:35,928 - mmaction - INFO - Epoch [61][1280/3757] lr: 7.500e-02, eta: 3 days, 6:00:00, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4641, loss_cls: 3.6041, loss: 3.6041, grad_norm: 2.3432 2020-07-25 12:52:47,421 - mmaction - INFO - Epoch [61][1300/3757] lr: 7.500e-02, eta: 3 days, 5:59:43, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4719, loss_cls: 3.6351, loss: 3.6351, grad_norm: 2.3076 2020-07-25 12:52:58,850 - mmaction - INFO - Epoch [61][1320/3757] lr: 7.500e-02, eta: 3 days, 5:59:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4969, loss_cls: 3.5121, loss: 3.5121, grad_norm: 2.3064 2020-07-25 12:53:10,326 - mmaction - INFO - Epoch [61][1340/3757] lr: 7.500e-02, eta: 3 days, 5:59:08, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4867, loss_cls: 3.5756, loss: 3.5756, grad_norm: 2.3273 2020-07-25 12:53:21,842 - mmaction - INFO - Epoch [61][1360/3757] lr: 7.500e-02, eta: 3 days, 5:58:51, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4938, loss_cls: 3.5296, loss: 3.5296, grad_norm: 2.3026 2020-07-25 12:53:33,327 - mmaction - INFO - Epoch [61][1380/3757] lr: 7.500e-02, eta: 3 days, 5:58:34, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4945, loss_cls: 3.4948, loss: 3.4948, grad_norm: 2.2997 2020-07-25 12:53:44,765 - mmaction - INFO - Epoch [61][1400/3757] lr: 7.500e-02, eta: 3 days, 5:58:17, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4648, loss_cls: 3.6681, loss: 3.6681, grad_norm: 2.3461 2020-07-25 12:53:56,258 - mmaction - INFO - Epoch [61][1420/3757] lr: 7.500e-02, eta: 3 days, 5:57:59, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4664, loss_cls: 3.6503, loss: 3.6503, grad_norm: 2.3538 2020-07-25 12:54:07,653 - mmaction - INFO - Epoch [61][1440/3757] lr: 7.500e-02, eta: 3 days, 5:57:42, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4883, loss_cls: 3.5872, loss: 3.5872, grad_norm: 2.3294 2020-07-25 12:54:19,067 - mmaction - INFO - Epoch [61][1460/3757] lr: 7.500e-02, eta: 3 days, 5:57:24, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4914, loss_cls: 3.5939, loss: 3.5939, grad_norm: 2.3653 2020-07-25 12:54:30,507 - mmaction - INFO - Epoch [61][1480/3757] lr: 7.500e-02, eta: 3 days, 5:57:07, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4750, loss_cls: 3.5799, loss: 3.5799, grad_norm: 2.3200 2020-07-25 12:54:41,887 - mmaction - INFO - Epoch [61][1500/3757] lr: 7.500e-02, eta: 3 days, 5:56:49, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4719, loss_cls: 3.6535, loss: 3.6535, grad_norm: 2.3053 2020-07-25 12:54:53,263 - mmaction - INFO - Epoch [61][1520/3757] lr: 7.500e-02, eta: 3 days, 5:56:31, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4734, loss_cls: 3.6159, loss: 3.6159, grad_norm: 2.2834 2020-07-25 12:55:04,642 - mmaction - INFO - Epoch [61][1540/3757] lr: 7.500e-02, eta: 3 days, 5:56:14, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.5055, loss_cls: 3.5083, loss: 3.5083, grad_norm: 2.2439 2020-07-25 12:55:16,055 - mmaction - INFO - Epoch [61][1560/3757] lr: 7.500e-02, eta: 3 days, 5:55:56, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4836, loss_cls: 3.4938, loss: 3.4938, grad_norm: 2.2624 2020-07-25 12:55:27,494 - mmaction - INFO - Epoch [61][1580/3757] lr: 7.500e-02, eta: 3 days, 5:55:39, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4664, loss_cls: 3.6332, loss: 3.6332, grad_norm: 2.3156 2020-07-25 12:55:38,931 - mmaction - INFO - Epoch [61][1600/3757] lr: 7.500e-02, eta: 3 days, 5:55:21, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4781, loss_cls: 3.5670, loss: 3.5670, grad_norm: 2.2693 2020-07-25 12:55:50,428 - mmaction - INFO - Epoch [61][1620/3757] lr: 7.500e-02, eta: 3 days, 5:55:04, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4875, loss_cls: 3.5868, loss: 3.5868, grad_norm: 2.3303 2020-07-25 12:56:01,866 - mmaction - INFO - Epoch [61][1640/3757] lr: 7.500e-02, eta: 3 days, 5:54:47, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.4766, loss_cls: 3.5610, loss: 3.5610, grad_norm: 2.2630 2020-07-25 12:56:13,309 - mmaction - INFO - Epoch [61][1660/3757] lr: 7.500e-02, eta: 3 days, 5:54:29, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4570, loss_cls: 3.6538, loss: 3.6538, grad_norm: 2.2945 2020-07-25 12:56:24,769 - mmaction - INFO - Epoch [61][1680/3757] lr: 7.500e-02, eta: 3 days, 5:54:12, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4906, loss_cls: 3.6004, loss: 3.6004, grad_norm: 2.2904 2020-07-25 12:56:36,277 - mmaction - INFO - Epoch [61][1700/3757] lr: 7.500e-02, eta: 3 days, 5:53:55, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4641, loss_cls: 3.6231, loss: 3.6231, grad_norm: 2.2663 2020-07-25 12:56:47,622 - mmaction - INFO - Epoch [61][1720/3757] lr: 7.500e-02, eta: 3 days, 5:53:37, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5062, loss_cls: 3.4709, loss: 3.4709, grad_norm: 2.2862 2020-07-25 12:56:59,038 - mmaction - INFO - Epoch [61][1740/3757] lr: 7.500e-02, eta: 3 days, 5:53:19, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.5047, loss_cls: 3.5201, loss: 3.5201, grad_norm: 2.3566 2020-07-25 12:57:10,505 - mmaction - INFO - Epoch [61][1760/3757] lr: 7.500e-02, eta: 3 days, 5:53:02, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.4953, loss_cls: 3.5311, loss: 3.5311, grad_norm: 2.2923 2020-07-25 12:57:21,951 - mmaction - INFO - Epoch [61][1780/3757] lr: 7.500e-02, eta: 3 days, 5:52:45, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4844, loss_cls: 3.5515, loss: 3.5515, grad_norm: 2.2879 2020-07-25 12:57:33,391 - mmaction - INFO - Epoch [61][1800/3757] lr: 7.500e-02, eta: 3 days, 5:52:27, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.5008, loss_cls: 3.5279, loss: 3.5279, grad_norm: 2.2932 2020-07-25 12:57:44,856 - mmaction - INFO - Epoch [61][1820/3757] lr: 7.500e-02, eta: 3 days, 5:52:10, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4867, loss_cls: 3.5550, loss: 3.5550, grad_norm: 2.4043 2020-07-25 12:57:56,293 - mmaction - INFO - Epoch [61][1840/3757] lr: 7.500e-02, eta: 3 days, 5:51:53, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4664, loss_cls: 3.6767, loss: 3.6767, grad_norm: 2.3182 2020-07-25 12:58:07,746 - mmaction - INFO - Epoch [61][1860/3757] lr: 7.500e-02, eta: 3 days, 5:51:35, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4758, loss_cls: 3.6133, loss: 3.6133, grad_norm: 2.3071 2020-07-25 12:58:19,115 - mmaction - INFO - Epoch [61][1880/3757] lr: 7.500e-02, eta: 3 days, 5:51:18, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4672, loss_cls: 3.6367, loss: 3.6367, grad_norm: 2.3230 2020-07-25 12:58:30,507 - mmaction - INFO - Epoch [61][1900/3757] lr: 7.500e-02, eta: 3 days, 5:51:00, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4961, loss_cls: 3.5698, loss: 3.5698, grad_norm: 2.2807 2020-07-25 12:58:41,909 - mmaction - INFO - Epoch [61][1920/3757] lr: 7.500e-02, eta: 3 days, 5:50:42, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4672, loss_cls: 3.6612, loss: 3.6612, grad_norm: 2.2391 2020-07-25 12:58:53,266 - mmaction - INFO - Epoch [61][1940/3757] lr: 7.500e-02, eta: 3 days, 5:50:25, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4875, loss_cls: 3.5390, loss: 3.5390, grad_norm: 2.2513 2020-07-25 12:59:04,679 - mmaction - INFO - Epoch [61][1960/3757] lr: 7.500e-02, eta: 3 days, 5:50:07, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4930, loss_cls: 3.5667, loss: 3.5667, grad_norm: 2.2829 2020-07-25 12:59:16,041 - mmaction - INFO - Epoch [61][1980/3757] lr: 7.500e-02, eta: 3 days, 5:49:49, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5031, loss_cls: 3.5453, loss: 3.5453, grad_norm: 2.3460 2020-07-25 12:59:27,425 - mmaction - INFO - Epoch [61][2000/3757] lr: 7.500e-02, eta: 3 days, 5:49:32, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.4852, loss_cls: 3.5345, loss: 3.5345, grad_norm: 2.2740 2020-07-25 12:59:38,938 - mmaction - INFO - Epoch [61][2020/3757] lr: 7.500e-02, eta: 3 days, 5:49:15, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4930, loss_cls: 3.5554, loss: 3.5554, grad_norm: 2.2856 2020-07-25 12:59:50,365 - mmaction - INFO - Epoch [61][2040/3757] lr: 7.500e-02, eta: 3 days, 5:48:57, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4977, loss_cls: 3.5432, loss: 3.5432, grad_norm: 2.3408 2020-07-25 13:00:01,784 - mmaction - INFO - Epoch [61][2060/3757] lr: 7.500e-02, eta: 3 days, 5:48:40, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4461, loss_cls: 3.6833, loss: 3.6833, grad_norm: 2.3595 2020-07-25 13:00:18,186 - mmaction - INFO - Epoch [61][2080/3757] lr: 7.500e-02, eta: 3 days, 5:48:46, time: 0.819, data_time: 0.002, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4938, loss_cls: 3.5992, loss: 3.5992, grad_norm: 2.3318 2020-07-25 13:00:29,655 - mmaction - INFO - Epoch [61][2100/3757] lr: 7.500e-02, eta: 3 days, 5:48:28, time: 0.575, data_time: 0.005, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4555, loss_cls: 3.6354, loss: 3.6354, grad_norm: 2.2859 2020-07-25 13:00:41,038 - mmaction - INFO - Epoch [61][2120/3757] lr: 7.500e-02, eta: 3 days, 5:48:11, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5031, loss_cls: 3.4979, loss: 3.4979, grad_norm: 2.2761 2020-07-25 13:00:52,557 - mmaction - INFO - Epoch [61][2140/3757] lr: 7.500e-02, eta: 3 days, 5:47:54, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4773, loss_cls: 3.6797, loss: 3.6797, grad_norm: 2.3028 2020-07-25 13:01:03,902 - mmaction - INFO - Epoch [61][2160/3757] lr: 7.500e-02, eta: 3 days, 5:47:36, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4742, loss_cls: 3.6143, loss: 3.6143, grad_norm: 2.3280 2020-07-25 13:01:15,283 - mmaction - INFO - Epoch [61][2180/3757] lr: 7.500e-02, eta: 3 days, 5:47:18, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.2359, top5_acc: 0.5086, loss_cls: 3.5031, loss: 3.5031, grad_norm: 2.3255 2020-07-25 13:01:26,786 - mmaction - INFO - Epoch [61][2200/3757] lr: 7.500e-02, eta: 3 days, 5:47:01, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.2594, top5_acc: 0.4805, loss_cls: 3.5607, loss: 3.5607, grad_norm: 2.3522 2020-07-25 13:01:38,317 - mmaction - INFO - Epoch [61][2220/3757] lr: 7.500e-02, eta: 3 days, 5:46:44, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4859, loss_cls: 3.5429, loss: 3.5429, grad_norm: 2.3400 2020-07-25 13:01:49,755 - mmaction - INFO - Epoch [61][2240/3757] lr: 7.500e-02, eta: 3 days, 5:46:27, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5078, loss_cls: 3.4937, loss: 3.4937, grad_norm: 2.3076 2020-07-25 13:02:01,251 - mmaction - INFO - Epoch [61][2260/3757] lr: 7.500e-02, eta: 3 days, 5:46:10, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2133, top5_acc: 0.4539, loss_cls: 3.6915, loss: 3.6915, grad_norm: 2.2829 2020-07-25 13:02:12,702 - mmaction - INFO - Epoch [61][2280/3757] lr: 7.500e-02, eta: 3 days, 5:45:53, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4805, loss_cls: 3.5930, loss: 3.5930, grad_norm: 2.3376 2020-07-25 13:02:24,012 - mmaction - INFO - Epoch [61][2300/3757] lr: 7.500e-02, eta: 3 days, 5:45:35, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4766, loss_cls: 3.6500, loss: 3.6500, grad_norm: 2.2964 2020-07-25 13:02:35,389 - mmaction - INFO - Epoch [61][2320/3757] lr: 7.500e-02, eta: 3 days, 5:45:17, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4750, loss_cls: 3.6671, loss: 3.6671, grad_norm: 2.4055 2020-07-25 13:02:46,769 - mmaction - INFO - Epoch [61][2340/3757] lr: 7.500e-02, eta: 3 days, 5:45:00, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4867, loss_cls: 3.5080, loss: 3.5080, grad_norm: 2.3418 2020-07-25 13:02:58,131 - mmaction - INFO - Epoch [61][2360/3757] lr: 7.500e-02, eta: 3 days, 5:44:42, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4805, loss_cls: 3.5948, loss: 3.5948, grad_norm: 2.3025 2020-07-25 13:03:09,535 - mmaction - INFO - Epoch [61][2380/3757] lr: 7.500e-02, eta: 3 days, 5:44:24, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4852, loss_cls: 3.5491, loss: 3.5491, grad_norm: 2.3284 2020-07-25 13:03:21,163 - mmaction - INFO - Epoch [61][2400/3757] lr: 7.500e-02, eta: 3 days, 5:44:08, time: 0.581, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4883, loss_cls: 3.5823, loss: 3.5823, grad_norm: 2.3573 2020-07-25 13:03:32,435 - mmaction - INFO - Epoch [61][2420/3757] lr: 7.500e-02, eta: 3 days, 5:43:50, time: 0.563, data_time: 0.001, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4703, loss_cls: 3.6259, loss: 3.6259, grad_norm: 2.2798 2020-07-25 13:03:43,917 - mmaction - INFO - Epoch [61][2440/3757] lr: 7.500e-02, eta: 3 days, 5:43:33, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4805, loss_cls: 3.5795, loss: 3.5795, grad_norm: 2.3488 2020-07-25 13:03:55,334 - mmaction - INFO - Epoch [61][2460/3757] lr: 7.500e-02, eta: 3 days, 5:43:15, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4586, loss_cls: 3.6311, loss: 3.6311, grad_norm: 2.3345 2020-07-25 13:04:06,737 - mmaction - INFO - Epoch [61][2480/3757] lr: 7.500e-02, eta: 3 days, 5:42:58, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4758, loss_cls: 3.6155, loss: 3.6155, grad_norm: 2.2754 2020-07-25 13:04:18,178 - mmaction - INFO - Epoch [61][2500/3757] lr: 7.500e-02, eta: 3 days, 5:42:40, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4672, loss_cls: 3.6200, loss: 3.6200, grad_norm: 2.3177 2020-07-25 13:04:29,547 - mmaction - INFO - Epoch [61][2520/3757] lr: 7.500e-02, eta: 3 days, 5:42:23, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.4930, loss_cls: 3.5201, loss: 3.5201, grad_norm: 2.3202 2020-07-25 13:04:40,879 - mmaction - INFO - Epoch [61][2540/3757] lr: 7.500e-02, eta: 3 days, 5:42:05, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4703, loss_cls: 3.5917, loss: 3.5917, grad_norm: 2.3489 2020-07-25 13:04:52,402 - mmaction - INFO - Epoch [61][2560/3757] lr: 7.500e-02, eta: 3 days, 5:41:48, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4688, loss_cls: 3.6511, loss: 3.6511, grad_norm: 2.3544 2020-07-25 13:05:03,774 - mmaction - INFO - Epoch [61][2580/3757] lr: 7.500e-02, eta: 3 days, 5:41:30, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4617, loss_cls: 3.6825, loss: 3.6825, grad_norm: 2.2956 2020-07-25 13:05:15,223 - mmaction - INFO - Epoch [61][2600/3757] lr: 7.500e-02, eta: 3 days, 5:41:13, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4727, loss_cls: 3.6422, loss: 3.6422, grad_norm: 2.2923 2020-07-25 13:05:26,740 - mmaction - INFO - Epoch [61][2620/3757] lr: 7.500e-02, eta: 3 days, 5:40:56, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4703, loss_cls: 3.6948, loss: 3.6948, grad_norm: 2.2976 2020-07-25 13:05:38,150 - mmaction - INFO - Epoch [61][2640/3757] lr: 7.500e-02, eta: 3 days, 5:40:39, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4805, loss_cls: 3.5918, loss: 3.5918, grad_norm: 2.2520 2020-07-25 13:05:49,608 - mmaction - INFO - Epoch [61][2660/3757] lr: 7.500e-02, eta: 3 days, 5:40:21, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4914, loss_cls: 3.6054, loss: 3.6054, grad_norm: 2.3701 2020-07-25 13:06:01,070 - mmaction - INFO - Epoch [61][2680/3757] lr: 7.500e-02, eta: 3 days, 5:40:04, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4820, loss_cls: 3.5754, loss: 3.5754, grad_norm: 2.3080 2020-07-25 13:06:12,619 - mmaction - INFO - Epoch [61][2700/3757] lr: 7.500e-02, eta: 3 days, 5:39:48, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4984, loss_cls: 3.5731, loss: 3.5731, grad_norm: 2.3337 2020-07-25 13:06:24,118 - mmaction - INFO - Epoch [61][2720/3757] lr: 7.500e-02, eta: 3 days, 5:39:30, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.5055, loss_cls: 3.4934, loss: 3.4934, grad_norm: 2.3097 2020-07-25 13:06:35,560 - mmaction - INFO - Epoch [61][2740/3757] lr: 7.500e-02, eta: 3 days, 5:39:13, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4758, loss_cls: 3.5731, loss: 3.5731, grad_norm: 2.3098 2020-07-25 13:06:47,002 - mmaction - INFO - Epoch [61][2760/3757] lr: 7.500e-02, eta: 3 days, 5:38:56, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4766, loss_cls: 3.6378, loss: 3.6378, grad_norm: 2.2857 2020-07-25 13:06:58,354 - mmaction - INFO - Epoch [61][2780/3757] lr: 7.500e-02, eta: 3 days, 5:38:38, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4789, loss_cls: 3.6088, loss: 3.6088, grad_norm: 2.3025 2020-07-25 13:07:09,789 - mmaction - INFO - Epoch [61][2800/3757] lr: 7.500e-02, eta: 3 days, 5:38:21, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4813, loss_cls: 3.5843, loss: 3.5843, grad_norm: 2.3375 2020-07-25 13:07:21,219 - mmaction - INFO - Epoch [61][2820/3757] lr: 7.500e-02, eta: 3 days, 5:38:04, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4914, loss_cls: 3.5669, loss: 3.5669, grad_norm: 2.3092 2020-07-25 13:07:32,696 - mmaction - INFO - Epoch [61][2840/3757] lr: 7.500e-02, eta: 3 days, 5:37:47, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.5078, loss_cls: 3.4763, loss: 3.4763, grad_norm: 2.3546 2020-07-25 13:07:44,140 - mmaction - INFO - Epoch [61][2860/3757] lr: 7.500e-02, eta: 3 days, 5:37:29, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4852, loss_cls: 3.6251, loss: 3.6251, grad_norm: 2.3352 2020-07-25 13:07:55,650 - mmaction - INFO - Epoch [61][2880/3757] lr: 7.500e-02, eta: 3 days, 5:37:12, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4789, loss_cls: 3.5896, loss: 3.5896, grad_norm: 2.2816 2020-07-25 13:08:07,133 - mmaction - INFO - Epoch [61][2900/3757] lr: 7.500e-02, eta: 3 days, 5:36:55, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4820, loss_cls: 3.6434, loss: 3.6434, grad_norm: 2.3755 2020-07-25 13:08:18,615 - mmaction - INFO - Epoch [61][2920/3757] lr: 7.500e-02, eta: 3 days, 5:36:38, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.4945, loss_cls: 3.4845, loss: 3.4845, grad_norm: 2.2316 2020-07-25 13:08:30,057 - mmaction - INFO - Epoch [61][2940/3757] lr: 7.500e-02, eta: 3 days, 5:36:21, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4781, loss_cls: 3.6027, loss: 3.6027, grad_norm: 2.2970 2020-07-25 13:08:41,494 - mmaction - INFO - Epoch [61][2960/3757] lr: 7.500e-02, eta: 3 days, 5:36:04, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4758, loss_cls: 3.6109, loss: 3.6109, grad_norm: 2.3143 2020-07-25 13:08:52,843 - mmaction - INFO - Epoch [61][2980/3757] lr: 7.500e-02, eta: 3 days, 5:35:46, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4875, loss_cls: 3.5932, loss: 3.5932, grad_norm: 2.3159 2020-07-25 13:09:04,253 - mmaction - INFO - Epoch [61][3000/3757] lr: 7.500e-02, eta: 3 days, 5:35:29, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4773, loss_cls: 3.6251, loss: 3.6251, grad_norm: 2.3185 2020-07-25 13:09:15,602 - mmaction - INFO - Epoch [61][3020/3757] lr: 7.500e-02, eta: 3 days, 5:35:11, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.4734, loss_cls: 3.5819, loss: 3.5819, grad_norm: 2.2760 2020-07-25 13:09:26,938 - mmaction - INFO - Epoch [61][3040/3757] lr: 7.500e-02, eta: 3 days, 5:34:53, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4836, loss_cls: 3.5790, loss: 3.5790, grad_norm: 2.2870 2020-07-25 13:09:38,311 - mmaction - INFO - Epoch [61][3060/3757] lr: 7.500e-02, eta: 3 days, 5:34:36, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4977, loss_cls: 3.5510, loss: 3.5510, grad_norm: 2.2677 2020-07-25 13:09:49,720 - mmaction - INFO - Epoch [61][3080/3757] lr: 7.500e-02, eta: 3 days, 5:34:18, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4852, loss_cls: 3.5934, loss: 3.5934, grad_norm: 2.3183 2020-07-25 13:10:01,084 - mmaction - INFO - Epoch [61][3100/3757] lr: 7.500e-02, eta: 3 days, 5:34:01, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4562, loss_cls: 3.7116, loss: 3.7116, grad_norm: 2.2925 2020-07-25 13:10:12,481 - mmaction - INFO - Epoch [61][3120/3757] lr: 7.500e-02, eta: 3 days, 5:33:43, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4906, loss_cls: 3.5640, loss: 3.5640, grad_norm: 2.2894 2020-07-25 13:10:23,848 - mmaction - INFO - Epoch [61][3140/3757] lr: 7.500e-02, eta: 3 days, 5:33:26, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4938, loss_cls: 3.5510, loss: 3.5510, grad_norm: 2.2218 2020-07-25 13:10:35,307 - mmaction - INFO - Epoch [61][3160/3757] lr: 7.500e-02, eta: 3 days, 5:33:08, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5062, loss_cls: 3.4915, loss: 3.4915, grad_norm: 2.3126 2020-07-25 13:10:46,728 - mmaction - INFO - Epoch [61][3180/3757] lr: 7.500e-02, eta: 3 days, 5:32:51, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4945, loss_cls: 3.5694, loss: 3.5694, grad_norm: 2.3412 2020-07-25 13:10:58,133 - mmaction - INFO - Epoch [61][3200/3757] lr: 7.500e-02, eta: 3 days, 5:32:34, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.5023, loss_cls: 3.4871, loss: 3.4871, grad_norm: 2.2691 2020-07-25 13:11:09,531 - mmaction - INFO - Epoch [61][3220/3757] lr: 7.500e-02, eta: 3 days, 5:32:16, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4875, loss_cls: 3.5904, loss: 3.5904, grad_norm: 2.2887 2020-07-25 13:11:20,905 - mmaction - INFO - Epoch [61][3240/3757] lr: 7.500e-02, eta: 3 days, 5:31:59, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5086, loss_cls: 3.5259, loss: 3.5259, grad_norm: 2.2624 2020-07-25 13:11:32,179 - mmaction - INFO - Epoch [61][3260/3757] lr: 7.500e-02, eta: 3 days, 5:31:41, time: 0.564, data_time: 0.002, memory: 5232, top1_acc: 0.2500, top5_acc: 0.5008, loss_cls: 3.4900, loss: 3.4900, grad_norm: 2.2455 2020-07-25 13:11:43,648 - mmaction - INFO - Epoch [61][3280/3757] lr: 7.500e-02, eta: 3 days, 5:31:24, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4750, loss_cls: 3.6107, loss: 3.6107, grad_norm: 2.3462 2020-07-25 13:11:55,092 - mmaction - INFO - Epoch [61][3300/3757] lr: 7.500e-02, eta: 3 days, 5:31:07, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.4836, loss_cls: 3.5248, loss: 3.5248, grad_norm: 2.2646 2020-07-25 13:12:06,546 - mmaction - INFO - Epoch [61][3320/3757] lr: 7.500e-02, eta: 3 days, 5:30:49, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4836, loss_cls: 3.6604, loss: 3.6604, grad_norm: 2.3737 2020-07-25 13:12:18,059 - mmaction - INFO - Epoch [61][3340/3757] lr: 7.500e-02, eta: 3 days, 5:30:32, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4797, loss_cls: 3.6288, loss: 3.6288, grad_norm: 2.3486 2020-07-25 13:12:29,582 - mmaction - INFO - Epoch [61][3360/3757] lr: 7.500e-02, eta: 3 days, 5:30:16, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4883, loss_cls: 3.5819, loss: 3.5819, grad_norm: 2.3521 2020-07-25 13:12:40,979 - mmaction - INFO - Epoch [61][3380/3757] lr: 7.500e-02, eta: 3 days, 5:29:58, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4656, loss_cls: 3.6248, loss: 3.6248, grad_norm: 2.3732 2020-07-25 13:12:52,507 - mmaction - INFO - Epoch [61][3400/3757] lr: 7.500e-02, eta: 3 days, 5:29:41, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4492, loss_cls: 3.7337, loss: 3.7337, grad_norm: 2.3166 2020-07-25 13:13:03,885 - mmaction - INFO - Epoch [61][3420/3757] lr: 7.500e-02, eta: 3 days, 5:29:24, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4945, loss_cls: 3.5327, loss: 3.5327, grad_norm: 2.2022 2020-07-25 13:13:15,279 - mmaction - INFO - Epoch [61][3440/3757] lr: 7.500e-02, eta: 3 days, 5:29:07, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2359, top5_acc: 0.5086, loss_cls: 3.5232, loss: 3.5232, grad_norm: 2.2448 2020-07-25 13:13:26,630 - mmaction - INFO - Epoch [61][3460/3757] lr: 7.500e-02, eta: 3 days, 5:28:49, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4734, loss_cls: 3.6453, loss: 3.6453, grad_norm: 2.3293 2020-07-25 13:13:38,106 - mmaction - INFO - Epoch [61][3480/3757] lr: 7.500e-02, eta: 3 days, 5:28:32, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.2094, top5_acc: 0.4484, loss_cls: 3.7329, loss: 3.7329, grad_norm: 2.3693 2020-07-25 13:13:49,568 - mmaction - INFO - Epoch [61][3500/3757] lr: 7.500e-02, eta: 3 days, 5:28:15, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4969, loss_cls: 3.5580, loss: 3.5580, grad_norm: 2.2310 2020-07-25 13:14:01,078 - mmaction - INFO - Epoch [61][3520/3757] lr: 7.500e-02, eta: 3 days, 5:27:58, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4813, loss_cls: 3.5418, loss: 3.5418, grad_norm: 2.2707 2020-07-25 13:14:12,627 - mmaction - INFO - Epoch [61][3540/3757] lr: 7.500e-02, eta: 3 days, 5:27:41, time: 0.577, data_time: 0.002, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4773, loss_cls: 3.6330, loss: 3.6330, grad_norm: 2.3449 2020-07-25 13:14:24,057 - mmaction - INFO - Epoch [61][3560/3757] lr: 7.500e-02, eta: 3 days, 5:27:24, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.4930, loss_cls: 3.5399, loss: 3.5399, grad_norm: 2.2552 2020-07-25 13:14:35,445 - mmaction - INFO - Epoch [61][3580/3757] lr: 7.500e-02, eta: 3 days, 5:27:07, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4914, loss_cls: 3.5738, loss: 3.5738, grad_norm: 2.3053 2020-07-25 13:14:46,926 - mmaction - INFO - Epoch [61][3600/3757] lr: 7.500e-02, eta: 3 days, 5:26:50, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4797, loss_cls: 3.5680, loss: 3.5680, grad_norm: 2.3592 2020-07-25 13:14:58,381 - mmaction - INFO - Epoch [61][3620/3757] lr: 7.500e-02, eta: 3 days, 5:26:32, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4961, loss_cls: 3.5416, loss: 3.5416, grad_norm: 2.3192 2020-07-25 13:15:09,792 - mmaction - INFO - Epoch [61][3640/3757] lr: 7.500e-02, eta: 3 days, 5:26:15, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4859, loss_cls: 3.6011, loss: 3.6011, grad_norm: 2.3172 2020-07-25 13:15:21,287 - mmaction - INFO - Epoch [61][3660/3757] lr: 7.500e-02, eta: 3 days, 5:25:58, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4828, loss_cls: 3.5807, loss: 3.5807, grad_norm: 2.2850 2020-07-25 13:15:32,752 - mmaction - INFO - Epoch [61][3680/3757] lr: 7.500e-02, eta: 3 days, 5:25:41, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4875, loss_cls: 3.5960, loss: 3.5960, grad_norm: 2.2890 2020-07-25 13:15:44,150 - mmaction - INFO - Epoch [61][3700/3757] lr: 7.500e-02, eta: 3 days, 5:25:24, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4828, loss_cls: 3.6073, loss: 3.6073, grad_norm: 2.3716 2020-07-25 13:15:55,620 - mmaction - INFO - Epoch [61][3720/3757] lr: 7.500e-02, eta: 3 days, 5:25:07, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4711, loss_cls: 3.5833, loss: 3.5833, grad_norm: 2.3575 2020-07-25 13:16:07,135 - mmaction - INFO - Epoch [61][3740/3757] lr: 7.500e-02, eta: 3 days, 5:24:50, time: 0.575, data_time: 0.002, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4906, loss_cls: 3.5109, loss: 3.5109, grad_norm: 2.3236 2020-07-25 13:19:16,933 - mmaction - INFO - Epoch [62][20/3757] lr: 7.424e-02, eta: 3 days, 5:35:55, time: 8.677, data_time: 7.988, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4922, loss_cls: 3.5572, loss: 3.5572, grad_norm: 2.3167 2020-07-25 13:19:28,194 - mmaction - INFO - Epoch [62][40/3757] lr: 7.424e-02, eta: 3 days, 5:35:37, time: 0.563, data_time: 0.001, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4906, loss_cls: 3.5589, loss: 3.5589, grad_norm: 2.3421 2020-07-25 13:19:39,525 - mmaction - INFO - Epoch [62][60/3757] lr: 7.424e-02, eta: 3 days, 5:35:19, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4805, loss_cls: 3.6026, loss: 3.6026, grad_norm: 2.3259 2020-07-25 13:19:50,913 - mmaction - INFO - Epoch [62][80/3757] lr: 7.424e-02, eta: 3 days, 5:35:02, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4820, loss_cls: 3.5575, loss: 3.5575, grad_norm: 2.3368 2020-07-25 13:20:02,408 - mmaction - INFO - Epoch [62][100/3757] lr: 7.424e-02, eta: 3 days, 5:34:45, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.5031, loss_cls: 3.5482, loss: 3.5482, grad_norm: 2.3169 2020-07-25 13:20:13,660 - mmaction - INFO - Epoch [62][120/3757] lr: 7.424e-02, eta: 3 days, 5:34:27, time: 0.562, data_time: 0.001, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4977, loss_cls: 3.5584, loss: 3.5584, grad_norm: 2.3881 2020-07-25 13:20:25,059 - mmaction - INFO - Epoch [62][140/3757] lr: 7.424e-02, eta: 3 days, 5:34:09, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4859, loss_cls: 3.5418, loss: 3.5418, grad_norm: 2.3368 2020-07-25 13:20:36,470 - mmaction - INFO - Epoch [62][160/3757] lr: 7.424e-02, eta: 3 days, 5:33:52, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4977, loss_cls: 3.5256, loss: 3.5256, grad_norm: 2.3329 2020-07-25 13:20:47,850 - mmaction - INFO - Epoch [62][180/3757] lr: 7.424e-02, eta: 3 days, 5:33:34, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2555, top5_acc: 0.5047, loss_cls: 3.5144, loss: 3.5144, grad_norm: 2.2799 2020-07-25 13:20:59,254 - mmaction - INFO - Epoch [62][200/3757] lr: 7.424e-02, eta: 3 days, 5:33:17, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4945, loss_cls: 3.5500, loss: 3.5500, grad_norm: 2.3437 2020-07-25 13:21:10,617 - mmaction - INFO - Epoch [62][220/3757] lr: 7.424e-02, eta: 3 days, 5:32:59, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4758, loss_cls: 3.5874, loss: 3.5874, grad_norm: 2.3374 2020-07-25 13:21:22,084 - mmaction - INFO - Epoch [62][240/3757] lr: 7.424e-02, eta: 3 days, 5:32:42, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4914, loss_cls: 3.5534, loss: 3.5534, grad_norm: 2.3551 2020-07-25 13:21:33,451 - mmaction - INFO - Epoch [62][260/3757] lr: 7.424e-02, eta: 3 days, 5:32:24, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.2695, top5_acc: 0.4961, loss_cls: 3.4349, loss: 3.4349, grad_norm: 2.3047 2020-07-25 13:21:44,893 - mmaction - INFO - Epoch [62][280/3757] lr: 7.424e-02, eta: 3 days, 5:32:07, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4859, loss_cls: 3.6107, loss: 3.6107, grad_norm: 2.4021 2020-07-25 13:21:56,288 - mmaction - INFO - Epoch [62][300/3757] lr: 7.424e-02, eta: 3 days, 5:31:49, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.4820, loss_cls: 3.5368, loss: 3.5368, grad_norm: 2.2456 2020-07-25 13:22:07,628 - mmaction - INFO - Epoch [62][320/3757] lr: 7.424e-02, eta: 3 days, 5:31:32, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4797, loss_cls: 3.6035, loss: 3.6035, grad_norm: 2.3008 2020-07-25 13:22:19,109 - mmaction - INFO - Epoch [62][340/3757] lr: 7.424e-02, eta: 3 days, 5:31:14, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4898, loss_cls: 3.5425, loss: 3.5425, grad_norm: 2.3276 2020-07-25 13:22:30,477 - mmaction - INFO - Epoch [62][360/3757] lr: 7.424e-02, eta: 3 days, 5:30:57, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4789, loss_cls: 3.5642, loss: 3.5642, grad_norm: 2.3175 2020-07-25 13:22:41,838 - mmaction - INFO - Epoch [62][380/3757] lr: 7.424e-02, eta: 3 days, 5:30:39, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4781, loss_cls: 3.5396, loss: 3.5396, grad_norm: 2.3048 2020-07-25 13:22:53,354 - mmaction - INFO - Epoch [62][400/3757] lr: 7.424e-02, eta: 3 days, 5:30:22, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4891, loss_cls: 3.5797, loss: 3.5797, grad_norm: 2.3789 2020-07-25 13:23:04,681 - mmaction - INFO - Epoch [62][420/3757] lr: 7.424e-02, eta: 3 days, 5:30:04, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4742, loss_cls: 3.5915, loss: 3.5915, grad_norm: 2.2854 2020-07-25 13:23:16,086 - mmaction - INFO - Epoch [62][440/3757] lr: 7.424e-02, eta: 3 days, 5:29:47, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4898, loss_cls: 3.5848, loss: 3.5848, grad_norm: 2.3091 2020-07-25 13:23:27,565 - mmaction - INFO - Epoch [62][460/3757] lr: 7.424e-02, eta: 3 days, 5:29:30, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4695, loss_cls: 3.6211, loss: 3.6211, grad_norm: 2.3556 2020-07-25 13:23:38,868 - mmaction - INFO - Epoch [62][480/3757] lr: 7.424e-02, eta: 3 days, 5:29:12, time: 0.565, data_time: 0.002, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4898, loss_cls: 3.4881, loss: 3.4881, grad_norm: 2.2501 2020-07-25 13:23:50,270 - mmaction - INFO - Epoch [62][500/3757] lr: 7.424e-02, eta: 3 days, 5:28:54, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2516, top5_acc: 0.5125, loss_cls: 3.4948, loss: 3.4948, grad_norm: 2.3073 2020-07-25 13:24:01,651 - mmaction - INFO - Epoch [62][520/3757] lr: 7.424e-02, eta: 3 days, 5:28:37, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4844, loss_cls: 3.5800, loss: 3.5800, grad_norm: 2.3839 2020-07-25 13:24:13,213 - mmaction - INFO - Epoch [62][540/3757] lr: 7.424e-02, eta: 3 days, 5:28:20, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4914, loss_cls: 3.6240, loss: 3.6240, grad_norm: 2.3721 2020-07-25 13:24:24,591 - mmaction - INFO - Epoch [62][560/3757] lr: 7.424e-02, eta: 3 days, 5:28:03, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5078, loss_cls: 3.3679, loss: 3.3679, grad_norm: 2.2725 2020-07-25 13:24:35,970 - mmaction - INFO - Epoch [62][580/3757] lr: 7.424e-02, eta: 3 days, 5:27:45, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4727, loss_cls: 3.6513, loss: 3.6513, grad_norm: 2.4405 2020-07-25 13:24:47,316 - mmaction - INFO - Epoch [62][600/3757] lr: 7.424e-02, eta: 3 days, 5:27:27, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4945, loss_cls: 3.5320, loss: 3.5320, grad_norm: 2.3728 2020-07-25 13:24:58,692 - mmaction - INFO - Epoch [62][620/3757] lr: 7.424e-02, eta: 3 days, 5:27:10, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4734, loss_cls: 3.5759, loss: 3.5759, grad_norm: 2.3546 2020-07-25 13:25:10,169 - mmaction - INFO - Epoch [62][640/3757] lr: 7.424e-02, eta: 3 days, 5:26:53, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4828, loss_cls: 3.6204, loss: 3.6204, grad_norm: 2.3028 2020-07-25 13:25:21,605 - mmaction - INFO - Epoch [62][660/3757] lr: 7.424e-02, eta: 3 days, 5:26:35, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4992, loss_cls: 3.5422, loss: 3.5422, grad_norm: 2.2747 2020-07-25 13:25:33,109 - mmaction - INFO - Epoch [62][680/3757] lr: 7.424e-02, eta: 3 days, 5:26:18, time: 0.575, data_time: 0.002, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4750, loss_cls: 3.5972, loss: 3.5972, grad_norm: 2.2849 2020-07-25 13:25:44,661 - mmaction - INFO - Epoch [62][700/3757] lr: 7.424e-02, eta: 3 days, 5:26:02, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4938, loss_cls: 3.5167, loss: 3.5167, grad_norm: 2.2865 2020-07-25 13:25:56,023 - mmaction - INFO - Epoch [62][720/3757] lr: 7.424e-02, eta: 3 days, 5:25:44, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5125, loss_cls: 3.4668, loss: 3.4668, grad_norm: 2.2815 2020-07-25 13:26:07,461 - mmaction - INFO - Epoch [62][740/3757] lr: 7.424e-02, eta: 3 days, 5:25:27, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4977, loss_cls: 3.4780, loss: 3.4780, grad_norm: 2.3383 2020-07-25 13:26:18,941 - mmaction - INFO - Epoch [62][760/3757] lr: 7.424e-02, eta: 3 days, 5:25:10, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4781, loss_cls: 3.5928, loss: 3.5928, grad_norm: 2.3127 2020-07-25 13:26:30,247 - mmaction - INFO - Epoch [62][780/3757] lr: 7.424e-02, eta: 3 days, 5:24:52, time: 0.565, data_time: 0.002, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4828, loss_cls: 3.5902, loss: 3.5902, grad_norm: 2.3539 2020-07-25 13:26:41,669 - mmaction - INFO - Epoch [62][800/3757] lr: 7.424e-02, eta: 3 days, 5:24:35, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4703, loss_cls: 3.5196, loss: 3.5196, grad_norm: 2.3426 2020-07-25 13:26:53,082 - mmaction - INFO - Epoch [62][820/3757] lr: 7.424e-02, eta: 3 days, 5:24:17, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4781, loss_cls: 3.6272, loss: 3.6272, grad_norm: 2.3760 2020-07-25 13:27:04,556 - mmaction - INFO - Epoch [62][840/3757] lr: 7.424e-02, eta: 3 days, 5:24:00, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4695, loss_cls: 3.5746, loss: 3.5746, grad_norm: 2.3579 2020-07-25 13:27:16,001 - mmaction - INFO - Epoch [62][860/3757] lr: 7.424e-02, eta: 3 days, 5:23:43, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4914, loss_cls: 3.5749, loss: 3.5749, grad_norm: 2.3279 2020-07-25 13:27:27,342 - mmaction - INFO - Epoch [62][880/3757] lr: 7.424e-02, eta: 3 days, 5:23:25, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4711, loss_cls: 3.6263, loss: 3.6263, grad_norm: 2.3176 2020-07-25 13:27:38,847 - mmaction - INFO - Epoch [62][900/3757] lr: 7.424e-02, eta: 3 days, 5:23:08, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4820, loss_cls: 3.5433, loss: 3.5433, grad_norm: 2.2741 2020-07-25 13:27:50,243 - mmaction - INFO - Epoch [62][920/3757] lr: 7.424e-02, eta: 3 days, 5:22:51, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4711, loss_cls: 3.6237, loss: 3.6237, grad_norm: 2.3039 2020-07-25 13:28:01,657 - mmaction - INFO - Epoch [62][940/3757] lr: 7.424e-02, eta: 3 days, 5:22:34, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4773, loss_cls: 3.5509, loss: 3.5509, grad_norm: 2.3530 2020-07-25 13:28:13,101 - mmaction - INFO - Epoch [62][960/3757] lr: 7.424e-02, eta: 3 days, 5:22:16, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4977, loss_cls: 3.5605, loss: 3.5605, grad_norm: 2.3789 2020-07-25 13:28:24,558 - mmaction - INFO - Epoch [62][980/3757] lr: 7.424e-02, eta: 3 days, 5:21:59, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4805, loss_cls: 3.5608, loss: 3.5608, grad_norm: 2.3456 2020-07-25 13:28:36,105 - mmaction - INFO - Epoch [62][1000/3757] lr: 7.424e-02, eta: 3 days, 5:21:43, time: 0.578, data_time: 0.004, memory: 5232, top1_acc: 0.2570, top5_acc: 0.4852, loss_cls: 3.5995, loss: 3.5995, grad_norm: 2.3858 2020-07-25 13:28:47,611 - mmaction - INFO - Epoch [62][1020/3757] lr: 7.424e-02, eta: 3 days, 5:21:26, time: 0.575, data_time: 0.002, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4781, loss_cls: 3.6583, loss: 3.6583, grad_norm: 2.2705 2020-07-25 13:28:59,015 - mmaction - INFO - Epoch [62][1040/3757] lr: 7.424e-02, eta: 3 days, 5:21:08, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.5008, loss_cls: 3.5017, loss: 3.5017, grad_norm: 2.2684 2020-07-25 13:29:10,407 - mmaction - INFO - Epoch [62][1060/3757] lr: 7.424e-02, eta: 3 days, 5:20:51, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5078, loss_cls: 3.4740, loss: 3.4740, grad_norm: 2.3841 2020-07-25 13:29:21,861 - mmaction - INFO - Epoch [62][1080/3757] lr: 7.424e-02, eta: 3 days, 5:20:34, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4875, loss_cls: 3.5266, loss: 3.5266, grad_norm: 2.4138 2020-07-25 13:29:33,366 - mmaction - INFO - Epoch [62][1100/3757] lr: 7.424e-02, eta: 3 days, 5:20:17, time: 0.575, data_time: 0.002, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4594, loss_cls: 3.6266, loss: 3.6266, grad_norm: 2.3664 2020-07-25 13:29:44,799 - mmaction - INFO - Epoch [62][1120/3757] lr: 7.424e-02, eta: 3 days, 5:19:59, time: 0.571, data_time: 0.001, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4688, loss_cls: 3.5616, loss: 3.5616, grad_norm: 2.2913 2020-07-25 13:29:56,288 - mmaction - INFO - Epoch [62][1140/3757] lr: 7.424e-02, eta: 3 days, 5:19:42, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.5031, loss_cls: 3.5063, loss: 3.5063, grad_norm: 2.2933 2020-07-25 13:30:07,798 - mmaction - INFO - Epoch [62][1160/3757] lr: 7.424e-02, eta: 3 days, 5:19:26, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4914, loss_cls: 3.5542, loss: 3.5542, grad_norm: 2.3339 2020-07-25 13:30:19,192 - mmaction - INFO - Epoch [62][1180/3757] lr: 7.424e-02, eta: 3 days, 5:19:08, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4695, loss_cls: 3.5607, loss: 3.5607, grad_norm: 2.3098 2020-07-25 13:30:30,597 - mmaction - INFO - Epoch [62][1200/3757] lr: 7.424e-02, eta: 3 days, 5:18:51, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4680, loss_cls: 3.6196, loss: 3.6196, grad_norm: 2.3377 2020-07-25 13:30:42,260 - mmaction - INFO - Epoch [62][1220/3757] lr: 7.424e-02, eta: 3 days, 5:18:35, time: 0.583, data_time: 0.012, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4586, loss_cls: 3.6563, loss: 3.6563, grad_norm: 2.3066 2020-07-25 13:30:53,764 - mmaction - INFO - Epoch [62][1240/3757] lr: 7.424e-02, eta: 3 days, 5:18:18, time: 0.575, data_time: 0.002, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4828, loss_cls: 3.5547, loss: 3.5547, grad_norm: 2.4258 2020-07-25 13:31:05,229 - mmaction - INFO - Epoch [62][1260/3757] lr: 7.424e-02, eta: 3 days, 5:18:01, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2398, top5_acc: 0.5078, loss_cls: 3.5621, loss: 3.5621, grad_norm: 2.4367 2020-07-25 13:31:16,711 - mmaction - INFO - Epoch [62][1280/3757] lr: 7.424e-02, eta: 3 days, 5:17:44, time: 0.575, data_time: 0.002, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4867, loss_cls: 3.5426, loss: 3.5426, grad_norm: 2.3380 2020-07-25 13:31:28,188 - mmaction - INFO - Epoch [62][1300/3757] lr: 7.424e-02, eta: 3 days, 5:17:27, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4602, loss_cls: 3.6718, loss: 3.6718, grad_norm: 2.3396 2020-07-25 13:31:39,666 - mmaction - INFO - Epoch [62][1320/3757] lr: 7.424e-02, eta: 3 days, 5:17:10, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4773, loss_cls: 3.5918, loss: 3.5918, grad_norm: 2.3082 2020-07-25 13:31:51,252 - mmaction - INFO - Epoch [62][1340/3757] lr: 7.424e-02, eta: 3 days, 5:16:53, time: 0.579, data_time: 0.002, memory: 5232, top1_acc: 0.2586, top5_acc: 0.5180, loss_cls: 3.4560, loss: 3.4560, grad_norm: 2.3454 2020-07-25 13:32:02,556 - mmaction - INFO - Epoch [62][1360/3757] lr: 7.424e-02, eta: 3 days, 5:16:35, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4789, loss_cls: 3.5747, loss: 3.5747, grad_norm: 2.3384 2020-07-25 13:32:13,988 - mmaction - INFO - Epoch [62][1380/3757] lr: 7.424e-02, eta: 3 days, 5:16:18, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4836, loss_cls: 3.5664, loss: 3.5664, grad_norm: 2.3489 2020-07-25 13:32:25,432 - mmaction - INFO - Epoch [62][1400/3757] lr: 7.424e-02, eta: 3 days, 5:16:01, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4758, loss_cls: 3.6407, loss: 3.6407, grad_norm: 2.2450 2020-07-25 13:32:36,793 - mmaction - INFO - Epoch [62][1420/3757] lr: 7.424e-02, eta: 3 days, 5:15:43, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4609, loss_cls: 3.6388, loss: 3.6388, grad_norm: 2.2813 2020-07-25 13:32:48,187 - mmaction - INFO - Epoch [62][1440/3757] lr: 7.424e-02, eta: 3 days, 5:15:26, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4852, loss_cls: 3.5649, loss: 3.5649, grad_norm: 2.2994 2020-07-25 13:32:59,569 - mmaction - INFO - Epoch [62][1460/3757] lr: 7.424e-02, eta: 3 days, 5:15:09, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4813, loss_cls: 3.5725, loss: 3.5725, grad_norm: 2.3376 2020-07-25 13:33:10,998 - mmaction - INFO - Epoch [62][1480/3757] lr: 7.424e-02, eta: 3 days, 5:14:51, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.5008, loss_cls: 3.5293, loss: 3.5293, grad_norm: 2.3108 2020-07-25 13:33:22,424 - mmaction - INFO - Epoch [62][1500/3757] lr: 7.424e-02, eta: 3 days, 5:14:34, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4930, loss_cls: 3.5166, loss: 3.5166, grad_norm: 2.3659 2020-07-25 13:33:33,821 - mmaction - INFO - Epoch [62][1520/3757] lr: 7.424e-02, eta: 3 days, 5:14:17, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4859, loss_cls: 3.5163, loss: 3.5163, grad_norm: 2.2802 2020-07-25 13:33:45,132 - mmaction - INFO - Epoch [62][1540/3757] lr: 7.424e-02, eta: 3 days, 5:13:59, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.4875, loss_cls: 3.5187, loss: 3.5187, grad_norm: 2.2686 2020-07-25 13:33:56,547 - mmaction - INFO - Epoch [62][1560/3757] lr: 7.424e-02, eta: 3 days, 5:13:42, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4906, loss_cls: 3.5005, loss: 3.5005, grad_norm: 2.3287 2020-07-25 13:34:07,984 - mmaction - INFO - Epoch [62][1580/3757] lr: 7.424e-02, eta: 3 days, 5:13:25, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4844, loss_cls: 3.5564, loss: 3.5564, grad_norm: 2.3668 2020-07-25 13:34:19,480 - mmaction - INFO - Epoch [62][1600/3757] lr: 7.424e-02, eta: 3 days, 5:13:08, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4836, loss_cls: 3.5766, loss: 3.5766, grad_norm: 2.3002 2020-07-25 13:34:30,916 - mmaction - INFO - Epoch [62][1620/3757] lr: 7.424e-02, eta: 3 days, 5:12:51, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4867, loss_cls: 3.5901, loss: 3.5901, grad_norm: 2.4085 2020-07-25 13:34:42,344 - mmaction - INFO - Epoch [62][1640/3757] lr: 7.424e-02, eta: 3 days, 5:12:33, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4961, loss_cls: 3.4950, loss: 3.4950, grad_norm: 2.2720 2020-07-25 13:34:53,849 - mmaction - INFO - Epoch [62][1660/3757] lr: 7.424e-02, eta: 3 days, 5:12:17, time: 0.575, data_time: 0.002, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4867, loss_cls: 3.6048, loss: 3.6048, grad_norm: 2.3159 2020-07-25 13:35:05,350 - mmaction - INFO - Epoch [62][1680/3757] lr: 7.424e-02, eta: 3 days, 5:12:00, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4750, loss_cls: 3.6115, loss: 3.6115, grad_norm: 2.3865 2020-07-25 13:35:16,850 - mmaction - INFO - Epoch [62][1700/3757] lr: 7.424e-02, eta: 3 days, 5:11:43, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4875, loss_cls: 3.5429, loss: 3.5429, grad_norm: 2.3066 2020-07-25 13:35:28,255 - mmaction - INFO - Epoch [62][1720/3757] lr: 7.424e-02, eta: 3 days, 5:11:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4922, loss_cls: 3.5560, loss: 3.5560, grad_norm: 2.3158 2020-07-25 13:35:39,743 - mmaction - INFO - Epoch [62][1740/3757] lr: 7.424e-02, eta: 3 days, 5:11:09, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4586, loss_cls: 3.6811, loss: 3.6811, grad_norm: 2.3752 2020-07-25 13:35:51,147 - mmaction - INFO - Epoch [62][1760/3757] lr: 7.424e-02, eta: 3 days, 5:10:51, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4625, loss_cls: 3.6132, loss: 3.6132, grad_norm: 2.3843 2020-07-25 13:36:02,664 - mmaction - INFO - Epoch [62][1780/3757] lr: 7.424e-02, eta: 3 days, 5:10:35, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4625, loss_cls: 3.6388, loss: 3.6388, grad_norm: 2.2924 2020-07-25 13:36:14,067 - mmaction - INFO - Epoch [62][1800/3757] lr: 7.424e-02, eta: 3 days, 5:10:17, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4859, loss_cls: 3.5572, loss: 3.5572, grad_norm: 2.2439 2020-07-25 13:36:25,510 - mmaction - INFO - Epoch [62][1820/3757] lr: 7.424e-02, eta: 3 days, 5:10:00, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.5031, loss_cls: 3.4798, loss: 3.4798, grad_norm: 2.3289 2020-07-25 13:36:37,007 - mmaction - INFO - Epoch [62][1840/3757] lr: 7.424e-02, eta: 3 days, 5:09:43, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4961, loss_cls: 3.5835, loss: 3.5835, grad_norm: 2.3656 2020-07-25 13:36:48,446 - mmaction - INFO - Epoch [62][1860/3757] lr: 7.424e-02, eta: 3 days, 5:09:26, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4875, loss_cls: 3.6248, loss: 3.6248, grad_norm: 2.2842 2020-07-25 13:36:59,754 - mmaction - INFO - Epoch [62][1880/3757] lr: 7.424e-02, eta: 3 days, 5:09:08, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.4984, loss_cls: 3.4954, loss: 3.4954, grad_norm: 2.2633 2020-07-25 13:37:11,147 - mmaction - INFO - Epoch [62][1900/3757] lr: 7.424e-02, eta: 3 days, 5:08:51, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4852, loss_cls: 3.5932, loss: 3.5932, grad_norm: 2.2434 2020-07-25 13:37:22,666 - mmaction - INFO - Epoch [62][1920/3757] lr: 7.424e-02, eta: 3 days, 5:08:34, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.4984, loss_cls: 3.4383, loss: 3.4383, grad_norm: 2.2513 2020-07-25 13:37:34,039 - mmaction - INFO - Epoch [62][1940/3757] lr: 7.424e-02, eta: 3 days, 5:08:17, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4930, loss_cls: 3.5067, loss: 3.5067, grad_norm: 2.3223 2020-07-25 13:37:45,373 - mmaction - INFO - Epoch [62][1960/3757] lr: 7.424e-02, eta: 3 days, 5:07:59, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4828, loss_cls: 3.6128, loss: 3.6128, grad_norm: 2.3799 2020-07-25 13:37:56,827 - mmaction - INFO - Epoch [62][1980/3757] lr: 7.424e-02, eta: 3 days, 5:07:42, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4867, loss_cls: 3.5740, loss: 3.5740, grad_norm: 2.3405 2020-07-25 13:38:08,309 - mmaction - INFO - Epoch [62][2000/3757] lr: 7.424e-02, eta: 3 days, 5:07:25, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4781, loss_cls: 3.5640, loss: 3.5640, grad_norm: 2.3389 2020-07-25 13:38:19,825 - mmaction - INFO - Epoch [62][2020/3757] lr: 7.424e-02, eta: 3 days, 5:07:09, time: 0.576, data_time: 0.005, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4813, loss_cls: 3.6038, loss: 3.6038, grad_norm: 2.3669 2020-07-25 13:38:31,226 - mmaction - INFO - Epoch [62][2040/3757] lr: 7.424e-02, eta: 3 days, 5:06:51, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4578, loss_cls: 3.6621, loss: 3.6621, grad_norm: 2.3147 2020-07-25 13:38:42,598 - mmaction - INFO - Epoch [62][2060/3757] lr: 7.424e-02, eta: 3 days, 5:06:34, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4727, loss_cls: 3.5760, loss: 3.5760, grad_norm: 2.2846 2020-07-25 13:38:54,193 - mmaction - INFO - Epoch [62][2080/3757] lr: 7.424e-02, eta: 3 days, 5:06:18, time: 0.580, data_time: 0.004, memory: 5232, top1_acc: 0.2695, top5_acc: 0.4930, loss_cls: 3.5412, loss: 3.5412, grad_norm: 2.3353 2020-07-25 13:39:05,757 - mmaction - INFO - Epoch [62][2100/3757] lr: 7.424e-02, eta: 3 days, 5:06:01, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4609, loss_cls: 3.6485, loss: 3.6485, grad_norm: 2.3613 2020-07-25 13:39:17,127 - mmaction - INFO - Epoch [62][2120/3757] lr: 7.424e-02, eta: 3 days, 5:05:44, time: 0.568, data_time: 0.001, memory: 5232, top1_acc: 0.2477, top5_acc: 0.5016, loss_cls: 3.5267, loss: 3.5267, grad_norm: 2.3149 2020-07-25 13:39:28,473 - mmaction - INFO - Epoch [62][2140/3757] lr: 7.424e-02, eta: 3 days, 5:05:26, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4578, loss_cls: 3.6668, loss: 3.6668, grad_norm: 2.2945 2020-07-25 13:39:39,807 - mmaction - INFO - Epoch [62][2160/3757] lr: 7.424e-02, eta: 3 days, 5:05:09, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4977, loss_cls: 3.5505, loss: 3.5505, grad_norm: 2.2927 2020-07-25 13:39:51,230 - mmaction - INFO - Epoch [62][2180/3757] lr: 7.424e-02, eta: 3 days, 5:04:51, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4734, loss_cls: 3.6456, loss: 3.6456, grad_norm: 2.3936 2020-07-25 13:40:02,655 - mmaction - INFO - Epoch [62][2200/3757] lr: 7.424e-02, eta: 3 days, 5:04:34, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4883, loss_cls: 3.5667, loss: 3.5667, grad_norm: 2.2655 2020-07-25 13:40:14,074 - mmaction - INFO - Epoch [62][2220/3757] lr: 7.424e-02, eta: 3 days, 5:04:17, time: 0.571, data_time: 0.001, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4602, loss_cls: 3.5957, loss: 3.5957, grad_norm: 2.2665 2020-07-25 13:40:25,475 - mmaction - INFO - Epoch [62][2240/3757] lr: 7.424e-02, eta: 3 days, 5:04:00, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4961, loss_cls: 3.5495, loss: 3.5495, grad_norm: 2.3613 2020-07-25 13:40:36,969 - mmaction - INFO - Epoch [62][2260/3757] lr: 7.424e-02, eta: 3 days, 5:03:43, time: 0.575, data_time: 0.002, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4844, loss_cls: 3.5307, loss: 3.5307, grad_norm: 2.4000 2020-07-25 13:40:48,391 - mmaction - INFO - Epoch [62][2280/3757] lr: 7.424e-02, eta: 3 days, 5:03:26, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4664, loss_cls: 3.6230, loss: 3.6230, grad_norm: 2.3308 2020-07-25 13:40:59,881 - mmaction - INFO - Epoch [62][2300/3757] lr: 7.424e-02, eta: 3 days, 5:03:09, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.4797, loss_cls: 3.5652, loss: 3.5652, grad_norm: 2.2873 2020-07-25 13:41:11,277 - mmaction - INFO - Epoch [62][2320/3757] lr: 7.424e-02, eta: 3 days, 5:02:52, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4562, loss_cls: 3.7014, loss: 3.7014, grad_norm: 2.3684 2020-07-25 13:41:22,677 - mmaction - INFO - Epoch [62][2340/3757] lr: 7.424e-02, eta: 3 days, 5:02:34, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4797, loss_cls: 3.5645, loss: 3.5645, grad_norm: 2.2221 2020-07-25 13:41:34,032 - mmaction - INFO - Epoch [62][2360/3757] lr: 7.424e-02, eta: 3 days, 5:02:17, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4953, loss_cls: 3.5687, loss: 3.5687, grad_norm: 2.3917 2020-07-25 13:41:45,449 - mmaction - INFO - Epoch [62][2380/3757] lr: 7.424e-02, eta: 3 days, 5:02:00, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4641, loss_cls: 3.6682, loss: 3.6682, grad_norm: 2.3334 2020-07-25 13:41:56,834 - mmaction - INFO - Epoch [62][2400/3757] lr: 7.424e-02, eta: 3 days, 5:01:43, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4969, loss_cls: 3.6180, loss: 3.6180, grad_norm: 2.3454 2020-07-25 13:42:08,220 - mmaction - INFO - Epoch [62][2420/3757] lr: 7.424e-02, eta: 3 days, 5:01:25, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4922, loss_cls: 3.5607, loss: 3.5607, grad_norm: 2.3583 2020-07-25 13:42:19,696 - mmaction - INFO - Epoch [62][2440/3757] lr: 7.424e-02, eta: 3 days, 5:01:08, time: 0.574, data_time: 0.011, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4906, loss_cls: 3.5560, loss: 3.5560, grad_norm: 2.2689 2020-07-25 13:42:31,085 - mmaction - INFO - Epoch [62][2460/3757] lr: 7.424e-02, eta: 3 days, 5:00:51, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.5117, loss_cls: 3.5022, loss: 3.5022, grad_norm: 2.3518 2020-07-25 13:42:42,682 - mmaction - INFO - Epoch [62][2480/3757] lr: 7.424e-02, eta: 3 days, 5:00:35, time: 0.580, data_time: 0.004, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4883, loss_cls: 3.5986, loss: 3.5986, grad_norm: 2.3572 2020-07-25 13:42:54,020 - mmaction - INFO - Epoch [62][2500/3757] lr: 7.424e-02, eta: 3 days, 5:00:17, time: 0.567, data_time: 0.001, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4813, loss_cls: 3.6033, loss: 3.6033, grad_norm: 2.3214 2020-07-25 13:43:05,393 - mmaction - INFO - Epoch [62][2520/3757] lr: 7.424e-02, eta: 3 days, 5:00:00, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4969, loss_cls: 3.5079, loss: 3.5079, grad_norm: 2.3244 2020-07-25 13:43:16,767 - mmaction - INFO - Epoch [62][2540/3757] lr: 7.424e-02, eta: 3 days, 4:59:43, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4688, loss_cls: 3.6272, loss: 3.6272, grad_norm: 2.3667 2020-07-25 13:43:28,249 - mmaction - INFO - Epoch [62][2560/3757] lr: 7.424e-02, eta: 3 days, 4:59:26, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5000, loss_cls: 3.5264, loss: 3.5264, grad_norm: 2.3421 2020-07-25 13:43:39,529 - mmaction - INFO - Epoch [62][2580/3757] lr: 7.424e-02, eta: 3 days, 4:59:08, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4711, loss_cls: 3.6215, loss: 3.6215, grad_norm: 2.3619 2020-07-25 13:43:50,982 - mmaction - INFO - Epoch [62][2600/3757] lr: 7.424e-02, eta: 3 days, 4:58:51, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2188, top5_acc: 0.4555, loss_cls: 3.6224, loss: 3.6224, grad_norm: 2.3904 2020-07-25 13:44:02,393 - mmaction - INFO - Epoch [62][2620/3757] lr: 7.424e-02, eta: 3 days, 4:58:34, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4727, loss_cls: 3.5780, loss: 3.5780, grad_norm: 2.3260 2020-07-25 13:44:13,779 - mmaction - INFO - Epoch [62][2640/3757] lr: 7.424e-02, eta: 3 days, 4:58:17, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4719, loss_cls: 3.6784, loss: 3.6784, grad_norm: 2.3018 2020-07-25 13:44:25,199 - mmaction - INFO - Epoch [62][2660/3757] lr: 7.424e-02, eta: 3 days, 4:57:59, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4813, loss_cls: 3.5834, loss: 3.5834, grad_norm: 2.2672 2020-07-25 13:44:36,544 - mmaction - INFO - Epoch [62][2680/3757] lr: 7.424e-02, eta: 3 days, 4:57:42, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5039, loss_cls: 3.4576, loss: 3.4576, grad_norm: 2.2494 2020-07-25 13:44:47,953 - mmaction - INFO - Epoch [62][2700/3757] lr: 7.424e-02, eta: 3 days, 4:57:25, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.5047, loss_cls: 3.4694, loss: 3.4694, grad_norm: 2.2394 2020-07-25 13:44:59,471 - mmaction - INFO - Epoch [62][2720/3757] lr: 7.424e-02, eta: 3 days, 4:57:08, time: 0.576, data_time: 0.002, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4711, loss_cls: 3.5608, loss: 3.5608, grad_norm: 2.3038 2020-07-25 13:45:10,930 - mmaction - INFO - Epoch [62][2740/3757] lr: 7.424e-02, eta: 3 days, 4:56:51, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2164, top5_acc: 0.4508, loss_cls: 3.7327, loss: 3.7327, grad_norm: 2.3072 2020-07-25 13:45:22,316 - mmaction - INFO - Epoch [62][2760/3757] lr: 7.424e-02, eta: 3 days, 4:56:34, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4758, loss_cls: 3.5632, loss: 3.5632, grad_norm: 2.2533 2020-07-25 13:45:33,686 - mmaction - INFO - Epoch [62][2780/3757] lr: 7.424e-02, eta: 3 days, 4:56:17, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4719, loss_cls: 3.6143, loss: 3.6143, grad_norm: 2.3241 2020-07-25 13:45:45,225 - mmaction - INFO - Epoch [62][2800/3757] lr: 7.424e-02, eta: 3 days, 4:56:00, time: 0.577, data_time: 0.002, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4813, loss_cls: 3.5736, loss: 3.5736, grad_norm: 2.2792 2020-07-25 13:45:56,588 - mmaction - INFO - Epoch [62][2820/3757] lr: 7.424e-02, eta: 3 days, 4:55:43, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4844, loss_cls: 3.5756, loss: 3.5756, grad_norm: 2.3392 2020-07-25 13:46:08,122 - mmaction - INFO - Epoch [62][2840/3757] lr: 7.424e-02, eta: 3 days, 4:55:26, time: 0.577, data_time: 0.002, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4898, loss_cls: 3.5541, loss: 3.5541, grad_norm: 2.3548 2020-07-25 13:46:19,521 - mmaction - INFO - Epoch [62][2860/3757] lr: 7.424e-02, eta: 3 days, 4:55:09, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4828, loss_cls: 3.5090, loss: 3.5090, grad_norm: 2.3439 2020-07-25 13:46:31,027 - mmaction - INFO - Epoch [62][2880/3757] lr: 7.424e-02, eta: 3 days, 4:54:52, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4781, loss_cls: 3.6212, loss: 3.6212, grad_norm: 2.3672 2020-07-25 13:46:42,464 - mmaction - INFO - Epoch [62][2900/3757] lr: 7.424e-02, eta: 3 days, 4:54:35, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4906, loss_cls: 3.5383, loss: 3.5383, grad_norm: 2.2459 2020-07-25 13:46:53,817 - mmaction - INFO - Epoch [62][2920/3757] lr: 7.424e-02, eta: 3 days, 4:54:18, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4961, loss_cls: 3.5661, loss: 3.5661, grad_norm: 2.3014 2020-07-25 13:47:05,079 - mmaction - INFO - Epoch [62][2940/3757] lr: 7.424e-02, eta: 3 days, 4:54:00, time: 0.563, data_time: 0.002, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5180, loss_cls: 3.4028, loss: 3.4028, grad_norm: 2.3056 2020-07-25 13:47:16,503 - mmaction - INFO - Epoch [62][2960/3757] lr: 7.424e-02, eta: 3 days, 4:53:43, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4797, loss_cls: 3.5817, loss: 3.5817, grad_norm: 2.3940 2020-07-25 13:47:27,970 - mmaction - INFO - Epoch [62][2980/3757] lr: 7.424e-02, eta: 3 days, 4:53:26, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4813, loss_cls: 3.6175, loss: 3.6175, grad_norm: 2.3225 2020-07-25 13:47:39,401 - mmaction - INFO - Epoch [62][3000/3757] lr: 7.424e-02, eta: 3 days, 4:53:09, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4836, loss_cls: 3.6632, loss: 3.6632, grad_norm: 2.3335 2020-07-25 13:47:50,856 - mmaction - INFO - Epoch [62][3020/3757] lr: 7.424e-02, eta: 3 days, 4:52:52, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4719, loss_cls: 3.6219, loss: 3.6219, grad_norm: 2.3641 2020-07-25 13:48:02,296 - mmaction - INFO - Epoch [62][3040/3757] lr: 7.424e-02, eta: 3 days, 4:52:35, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4703, loss_cls: 3.6083, loss: 3.6083, grad_norm: 2.3541 2020-07-25 13:48:13,638 - mmaction - INFO - Epoch [62][3060/3757] lr: 7.424e-02, eta: 3 days, 4:52:18, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.2070, top5_acc: 0.4688, loss_cls: 3.6734, loss: 3.6734, grad_norm: 2.3099 2020-07-25 13:48:25,039 - mmaction - INFO - Epoch [62][3080/3757] lr: 7.424e-02, eta: 3 days, 4:52:01, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4820, loss_cls: 3.6047, loss: 3.6047, grad_norm: 2.2258 2020-07-25 13:48:36,381 - mmaction - INFO - Epoch [62][3100/3757] lr: 7.424e-02, eta: 3 days, 4:51:43, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4859, loss_cls: 3.5968, loss: 3.5968, grad_norm: 2.3232 2020-07-25 13:48:47,845 - mmaction - INFO - Epoch [62][3120/3757] lr: 7.424e-02, eta: 3 days, 4:51:26, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4742, loss_cls: 3.5853, loss: 3.5853, grad_norm: 2.2944 2020-07-25 13:48:59,304 - mmaction - INFO - Epoch [62][3140/3757] lr: 7.424e-02, eta: 3 days, 4:51:09, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4875, loss_cls: 3.6181, loss: 3.6181, grad_norm: 2.3562 2020-07-25 13:49:10,680 - mmaction - INFO - Epoch [62][3160/3757] lr: 7.424e-02, eta: 3 days, 4:50:52, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4820, loss_cls: 3.6028, loss: 3.6028, grad_norm: 2.3249 2020-07-25 13:49:22,192 - mmaction - INFO - Epoch [62][3180/3757] lr: 7.424e-02, eta: 3 days, 4:50:35, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4641, loss_cls: 3.6227, loss: 3.6227, grad_norm: 2.2515 2020-07-25 13:49:33,577 - mmaction - INFO - Epoch [62][3200/3757] lr: 7.424e-02, eta: 3 days, 4:50:18, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4727, loss_cls: 3.6029, loss: 3.6029, grad_norm: 2.3537 2020-07-25 13:49:45,106 - mmaction - INFO - Epoch [62][3220/3757] lr: 7.424e-02, eta: 3 days, 4:50:02, time: 0.576, data_time: 0.002, memory: 5232, top1_acc: 0.2633, top5_acc: 0.4844, loss_cls: 3.5581, loss: 3.5581, grad_norm: 2.2581 2020-07-25 13:49:56,357 - mmaction - INFO - Epoch [62][3240/3757] lr: 7.424e-02, eta: 3 days, 4:49:44, time: 0.563, data_time: 0.002, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4734, loss_cls: 3.6229, loss: 3.6229, grad_norm: 2.2692 2020-07-25 13:50:07,834 - mmaction - INFO - Epoch [62][3260/3757] lr: 7.424e-02, eta: 3 days, 4:49:27, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4953, loss_cls: 3.5803, loss: 3.5803, grad_norm: 2.2888 2020-07-25 13:50:19,273 - mmaction - INFO - Epoch [62][3280/3757] lr: 7.424e-02, eta: 3 days, 4:49:10, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4922, loss_cls: 3.5904, loss: 3.5904, grad_norm: 2.3784 2020-07-25 13:50:30,637 - mmaction - INFO - Epoch [62][3300/3757] lr: 7.424e-02, eta: 3 days, 4:48:53, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4617, loss_cls: 3.6460, loss: 3.6460, grad_norm: 2.2820 2020-07-25 13:50:41,958 - mmaction - INFO - Epoch [62][3320/3757] lr: 7.424e-02, eta: 3 days, 4:48:35, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4758, loss_cls: 3.6134, loss: 3.6134, grad_norm: 2.2383 2020-07-25 13:50:53,389 - mmaction - INFO - Epoch [62][3340/3757] lr: 7.424e-02, eta: 3 days, 4:48:18, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4672, loss_cls: 3.6178, loss: 3.6178, grad_norm: 2.3539 2020-07-25 13:51:04,728 - mmaction - INFO - Epoch [62][3360/3757] lr: 7.424e-02, eta: 3 days, 4:48:01, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.4906, loss_cls: 3.5743, loss: 3.5743, grad_norm: 2.3094 2020-07-25 13:51:16,169 - mmaction - INFO - Epoch [62][3380/3757] lr: 7.424e-02, eta: 3 days, 4:47:44, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2641, top5_acc: 0.4750, loss_cls: 3.5373, loss: 3.5373, grad_norm: 2.2625 2020-07-25 13:51:27,556 - mmaction - INFO - Epoch [62][3400/3757] lr: 7.424e-02, eta: 3 days, 4:47:27, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4984, loss_cls: 3.4840, loss: 3.4840, grad_norm: 2.2507 2020-07-25 13:51:38,962 - mmaction - INFO - Epoch [62][3420/3757] lr: 7.424e-02, eta: 3 days, 4:47:10, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4742, loss_cls: 3.6104, loss: 3.6104, grad_norm: 2.3800 2020-07-25 13:51:50,426 - mmaction - INFO - Epoch [62][3440/3757] lr: 7.424e-02, eta: 3 days, 4:46:53, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4820, loss_cls: 3.5436, loss: 3.5436, grad_norm: 2.2893 2020-07-25 13:52:01,949 - mmaction - INFO - Epoch [62][3460/3757] lr: 7.424e-02, eta: 3 days, 4:46:36, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4758, loss_cls: 3.6163, loss: 3.6163, grad_norm: 2.3382 2020-07-25 13:52:13,333 - mmaction - INFO - Epoch [62][3480/3757] lr: 7.424e-02, eta: 3 days, 4:46:19, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.4758, loss_cls: 3.5417, loss: 3.5417, grad_norm: 2.3949 2020-07-25 13:52:24,709 - mmaction - INFO - Epoch [62][3500/3757] lr: 7.424e-02, eta: 3 days, 4:46:02, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4969, loss_cls: 3.6158, loss: 3.6158, grad_norm: 2.3550 2020-07-25 13:52:36,246 - mmaction - INFO - Epoch [62][3520/3757] lr: 7.424e-02, eta: 3 days, 4:45:45, time: 0.577, data_time: 0.002, memory: 5232, top1_acc: 0.2633, top5_acc: 0.5117, loss_cls: 3.4788, loss: 3.4788, grad_norm: 2.2863 2020-07-25 13:52:47,726 - mmaction - INFO - Epoch [62][3540/3757] lr: 7.424e-02, eta: 3 days, 4:45:29, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4906, loss_cls: 3.5567, loss: 3.5567, grad_norm: 2.3050 2020-07-25 13:52:59,146 - mmaction - INFO - Epoch [62][3560/3757] lr: 7.424e-02, eta: 3 days, 4:45:12, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4961, loss_cls: 3.5497, loss: 3.5497, grad_norm: 2.3370 2020-07-25 13:53:10,584 - mmaction - INFO - Epoch [62][3580/3757] lr: 7.424e-02, eta: 3 days, 4:44:55, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4961, loss_cls: 3.5779, loss: 3.5779, grad_norm: 2.4243 2020-07-25 13:53:22,135 - mmaction - INFO - Epoch [62][3600/3757] lr: 7.424e-02, eta: 3 days, 4:44:38, time: 0.577, data_time: 0.002, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4711, loss_cls: 3.6096, loss: 3.6096, grad_norm: 2.2654 2020-07-25 13:53:33,428 - mmaction - INFO - Epoch [62][3620/3757] lr: 7.424e-02, eta: 3 days, 4:44:21, time: 0.565, data_time: 0.002, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4711, loss_cls: 3.5841, loss: 3.5841, grad_norm: 2.2921 2020-07-25 13:53:44,871 - mmaction - INFO - Epoch [62][3640/3757] lr: 7.424e-02, eta: 3 days, 4:44:04, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.5047, loss_cls: 3.4841, loss: 3.4841, grad_norm: 2.3300 2020-07-25 13:53:56,445 - mmaction - INFO - Epoch [62][3660/3757] lr: 7.424e-02, eta: 3 days, 4:43:47, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4836, loss_cls: 3.5298, loss: 3.5298, grad_norm: 2.2641 2020-07-25 13:54:07,950 - mmaction - INFO - Epoch [62][3680/3757] lr: 7.424e-02, eta: 3 days, 4:43:31, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4773, loss_cls: 3.6401, loss: 3.6401, grad_norm: 2.3556 2020-07-25 13:54:19,363 - mmaction - INFO - Epoch [62][3700/3757] lr: 7.424e-02, eta: 3 days, 4:43:14, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4508, loss_cls: 3.6513, loss: 3.6513, grad_norm: 2.3018 2020-07-25 13:54:30,826 - mmaction - INFO - Epoch [62][3720/3757] lr: 7.424e-02, eta: 3 days, 4:42:57, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4781, loss_cls: 3.6089, loss: 3.6089, grad_norm: 2.2502 2020-07-25 13:54:42,248 - mmaction - INFO - Epoch [62][3740/3757] lr: 7.424e-02, eta: 3 days, 4:42:40, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4477, loss_cls: 3.7525, loss: 3.7525, grad_norm: 2.2677 2020-07-25 13:57:44,651 - mmaction - INFO - Epoch [63][20/3757] lr: 7.347e-02, eta: 3 days, 4:52:50, time: 8.399, data_time: 7.713, memory: 5232, top1_acc: 0.2570, top5_acc: 0.4914, loss_cls: 3.4893, loss: 3.4893, grad_norm: 2.2475 2020-07-25 13:57:56,203 - mmaction - INFO - Epoch [63][40/3757] lr: 7.347e-02, eta: 3 days, 4:52:34, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4852, loss_cls: 3.6364, loss: 3.6364, grad_norm: 2.3225 2020-07-25 13:58:07,456 - mmaction - INFO - Epoch [63][60/3757] lr: 7.347e-02, eta: 3 days, 4:52:16, time: 0.562, data_time: 0.001, memory: 5232, top1_acc: 0.2578, top5_acc: 0.5078, loss_cls: 3.4641, loss: 3.4641, grad_norm: 2.2926 2020-07-25 13:58:18,792 - mmaction - INFO - Epoch [63][80/3757] lr: 7.347e-02, eta: 3 days, 4:51:58, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4859, loss_cls: 3.5788, loss: 3.5788, grad_norm: 2.3861 2020-07-25 13:58:30,138 - mmaction - INFO - Epoch [63][100/3757] lr: 7.347e-02, eta: 3 days, 4:51:41, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2641, top5_acc: 0.5125, loss_cls: 3.4742, loss: 3.4742, grad_norm: 2.2736 2020-07-25 13:58:41,564 - mmaction - INFO - Epoch [63][120/3757] lr: 7.347e-02, eta: 3 days, 4:51:24, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5000, loss_cls: 3.4761, loss: 3.4761, grad_norm: 2.3024 2020-07-25 13:58:52,969 - mmaction - INFO - Epoch [63][140/3757] lr: 7.347e-02, eta: 3 days, 4:51:06, time: 0.570, data_time: 0.007, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4961, loss_cls: 3.5975, loss: 3.5975, grad_norm: 2.3498 2020-07-25 13:59:04,317 - mmaction - INFO - Epoch [63][160/3757] lr: 7.347e-02, eta: 3 days, 4:50:49, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4648, loss_cls: 3.6382, loss: 3.6382, grad_norm: 2.3395 2020-07-25 13:59:15,699 - mmaction - INFO - Epoch [63][180/3757] lr: 7.347e-02, eta: 3 days, 4:50:32, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.4969, loss_cls: 3.4310, loss: 3.4310, grad_norm: 2.3149 2020-07-25 13:59:27,068 - mmaction - INFO - Epoch [63][200/3757] lr: 7.347e-02, eta: 3 days, 4:50:14, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4828, loss_cls: 3.5560, loss: 3.5560, grad_norm: 2.3815 2020-07-25 13:59:38,453 - mmaction - INFO - Epoch [63][220/3757] lr: 7.347e-02, eta: 3 days, 4:49:57, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4617, loss_cls: 3.6479, loss: 3.6479, grad_norm: 2.3061 2020-07-25 13:59:49,892 - mmaction - INFO - Epoch [63][240/3757] lr: 7.347e-02, eta: 3 days, 4:49:40, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2398, top5_acc: 0.5031, loss_cls: 3.5115, loss: 3.5115, grad_norm: 2.2950 2020-07-25 14:00:01,234 - mmaction - INFO - Epoch [63][260/3757] lr: 7.347e-02, eta: 3 days, 4:49:23, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.5156, loss_cls: 3.4343, loss: 3.4343, grad_norm: 2.4026 2020-07-25 14:00:18,584 - mmaction - INFO - Epoch [63][280/3757] lr: 7.347e-02, eta: 3 days, 4:49:31, time: 0.866, data_time: 0.009, memory: 5232, top1_acc: 0.2625, top5_acc: 0.4938, loss_cls: 3.4766, loss: 3.4766, grad_norm: 2.3413 2020-07-25 14:00:29,971 - mmaction - INFO - Epoch [63][300/3757] lr: 7.347e-02, eta: 3 days, 4:49:14, time: 0.571, data_time: 0.005, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4805, loss_cls: 3.5962, loss: 3.5962, grad_norm: 2.3183 2020-07-25 14:00:41,449 - mmaction - INFO - Epoch [63][320/3757] lr: 7.347e-02, eta: 3 days, 4:48:57, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4852, loss_cls: 3.5749, loss: 3.5749, grad_norm: 2.3135 2020-07-25 14:00:52,859 - mmaction - INFO - Epoch [63][340/3757] lr: 7.347e-02, eta: 3 days, 4:48:40, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4969, loss_cls: 3.5327, loss: 3.5327, grad_norm: 2.2976 2020-07-25 14:01:04,316 - mmaction - INFO - Epoch [63][360/3757] lr: 7.347e-02, eta: 3 days, 4:48:23, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4766, loss_cls: 3.5917, loss: 3.5917, grad_norm: 2.3659 2020-07-25 14:01:15,654 - mmaction - INFO - Epoch [63][380/3757] lr: 7.347e-02, eta: 3 days, 4:48:06, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4852, loss_cls: 3.5775, loss: 3.5775, grad_norm: 2.3460 2020-07-25 14:01:27,050 - mmaction - INFO - Epoch [63][400/3757] lr: 7.347e-02, eta: 3 days, 4:47:48, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.5047, loss_cls: 3.4853, loss: 3.4853, grad_norm: 2.3141 2020-07-25 14:01:38,448 - mmaction - INFO - Epoch [63][420/3757] lr: 7.347e-02, eta: 3 days, 4:47:31, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4688, loss_cls: 3.6019, loss: 3.6019, grad_norm: 2.3669 2020-07-25 14:01:49,898 - mmaction - INFO - Epoch [63][440/3757] lr: 7.347e-02, eta: 3 days, 4:47:14, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4969, loss_cls: 3.5539, loss: 3.5539, grad_norm: 2.4192 2020-07-25 14:02:01,283 - mmaction - INFO - Epoch [63][460/3757] lr: 7.347e-02, eta: 3 days, 4:46:57, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2719, top5_acc: 0.4875, loss_cls: 3.6072, loss: 3.6072, grad_norm: 2.3497 2020-07-25 14:02:12,612 - mmaction - INFO - Epoch [63][480/3757] lr: 7.347e-02, eta: 3 days, 4:46:39, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5203, loss_cls: 3.4406, loss: 3.4406, grad_norm: 2.2942 2020-07-25 14:02:24,104 - mmaction - INFO - Epoch [63][500/3757] lr: 7.347e-02, eta: 3 days, 4:46:23, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4633, loss_cls: 3.6403, loss: 3.6403, grad_norm: 2.4173 2020-07-25 14:02:35,535 - mmaction - INFO - Epoch [63][520/3757] lr: 7.347e-02, eta: 3 days, 4:46:06, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4859, loss_cls: 3.6586, loss: 3.6586, grad_norm: 2.3137 2020-07-25 14:02:46,998 - mmaction - INFO - Epoch [63][540/3757] lr: 7.347e-02, eta: 3 days, 4:45:49, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4836, loss_cls: 3.5919, loss: 3.5919, grad_norm: 2.2907 2020-07-25 14:02:58,426 - mmaction - INFO - Epoch [63][560/3757] lr: 7.347e-02, eta: 3 days, 4:45:32, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4938, loss_cls: 3.4914, loss: 3.4914, grad_norm: 2.3333 2020-07-25 14:03:09,849 - mmaction - INFO - Epoch [63][580/3757] lr: 7.347e-02, eta: 3 days, 4:45:15, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4922, loss_cls: 3.5089, loss: 3.5089, grad_norm: 2.3604 2020-07-25 14:03:21,455 - mmaction - INFO - Epoch [63][600/3757] lr: 7.347e-02, eta: 3 days, 4:44:58, time: 0.580, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4781, loss_cls: 3.5735, loss: 3.5735, grad_norm: 2.4083 2020-07-25 14:03:32,813 - mmaction - INFO - Epoch [63][620/3757] lr: 7.347e-02, eta: 3 days, 4:44:41, time: 0.568, data_time: 0.001, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4453, loss_cls: 3.7020, loss: 3.7020, grad_norm: 2.3229 2020-07-25 14:03:44,220 - mmaction - INFO - Epoch [63][640/3757] lr: 7.347e-02, eta: 3 days, 4:44:24, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4750, loss_cls: 3.5490, loss: 3.5490, grad_norm: 2.3447 2020-07-25 14:03:55,715 - mmaction - INFO - Epoch [63][660/3757] lr: 7.347e-02, eta: 3 days, 4:44:07, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4883, loss_cls: 3.5819, loss: 3.5819, grad_norm: 2.2616 2020-07-25 14:04:07,114 - mmaction - INFO - Epoch [63][680/3757] lr: 7.347e-02, eta: 3 days, 4:43:50, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4781, loss_cls: 3.5353, loss: 3.5353, grad_norm: 2.3208 2020-07-25 14:04:18,526 - mmaction - INFO - Epoch [63][700/3757] lr: 7.347e-02, eta: 3 days, 4:43:33, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.5000, loss_cls: 3.5384, loss: 3.5384, grad_norm: 2.3322 2020-07-25 14:04:30,021 - mmaction - INFO - Epoch [63][720/3757] lr: 7.347e-02, eta: 3 days, 4:43:16, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4719, loss_cls: 3.5293, loss: 3.5293, grad_norm: 2.3997 2020-07-25 14:04:41,536 - mmaction - INFO - Epoch [63][740/3757] lr: 7.347e-02, eta: 3 days, 4:42:59, time: 0.575, data_time: 0.002, memory: 5232, top1_acc: 0.2570, top5_acc: 0.4922, loss_cls: 3.5072, loss: 3.5072, grad_norm: 2.3876 2020-07-25 14:04:52,907 - mmaction - INFO - Epoch [63][760/3757] lr: 7.347e-02, eta: 3 days, 4:42:42, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4703, loss_cls: 3.6211, loss: 3.6211, grad_norm: 2.3532 2020-07-25 14:05:04,324 - mmaction - INFO - Epoch [63][780/3757] lr: 7.347e-02, eta: 3 days, 4:42:25, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4883, loss_cls: 3.5530, loss: 3.5530, grad_norm: 2.3386 2020-07-25 14:05:15,783 - mmaction - INFO - Epoch [63][800/3757] lr: 7.347e-02, eta: 3 days, 4:42:08, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4930, loss_cls: 3.5231, loss: 3.5231, grad_norm: 2.3760 2020-07-25 14:05:27,206 - mmaction - INFO - Epoch [63][820/3757] lr: 7.347e-02, eta: 3 days, 4:41:51, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5023, loss_cls: 3.4974, loss: 3.4974, grad_norm: 2.2827 2020-07-25 14:05:38,780 - mmaction - INFO - Epoch [63][840/3757] lr: 7.347e-02, eta: 3 days, 4:41:35, time: 0.578, data_time: 0.014, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4883, loss_cls: 3.5549, loss: 3.5549, grad_norm: 2.4019 2020-07-25 14:05:50,239 - mmaction - INFO - Epoch [63][860/3757] lr: 7.347e-02, eta: 3 days, 4:41:18, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4844, loss_cls: 3.5786, loss: 3.5786, grad_norm: 2.3735 2020-07-25 14:06:01,600 - mmaction - INFO - Epoch [63][880/3757] lr: 7.347e-02, eta: 3 days, 4:41:00, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.5031, loss_cls: 3.5184, loss: 3.5184, grad_norm: 2.3593 2020-07-25 14:06:13,060 - mmaction - INFO - Epoch [63][900/3757] lr: 7.347e-02, eta: 3 days, 4:40:43, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4813, loss_cls: 3.5729, loss: 3.5729, grad_norm: 2.3577 2020-07-25 14:06:24,454 - mmaction - INFO - Epoch [63][920/3757] lr: 7.347e-02, eta: 3 days, 4:40:26, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4766, loss_cls: 3.6119, loss: 3.6119, grad_norm: 2.3982 2020-07-25 14:06:35,894 - mmaction - INFO - Epoch [63][940/3757] lr: 7.347e-02, eta: 3 days, 4:40:09, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4844, loss_cls: 3.6089, loss: 3.6089, grad_norm: 2.3508 2020-07-25 14:06:47,374 - mmaction - INFO - Epoch [63][960/3757] lr: 7.347e-02, eta: 3 days, 4:39:53, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2195, top5_acc: 0.4695, loss_cls: 3.6119, loss: 3.6119, grad_norm: 2.3513 2020-07-25 14:06:58,882 - mmaction - INFO - Epoch [63][980/3757] lr: 7.347e-02, eta: 3 days, 4:39:36, time: 0.575, data_time: 0.007, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5000, loss_cls: 3.5306, loss: 3.5306, grad_norm: 2.3299 2020-07-25 14:07:10,323 - mmaction - INFO - Epoch [63][1000/3757] lr: 7.347e-02, eta: 3 days, 4:39:19, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2539, top5_acc: 0.5008, loss_cls: 3.5227, loss: 3.5227, grad_norm: 2.2735 2020-07-25 14:07:21,762 - mmaction - INFO - Epoch [63][1020/3757] lr: 7.347e-02, eta: 3 days, 4:39:02, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4820, loss_cls: 3.5950, loss: 3.5950, grad_norm: 2.3401 2020-07-25 14:07:33,211 - mmaction - INFO - Epoch [63][1040/3757] lr: 7.347e-02, eta: 3 days, 4:38:45, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4773, loss_cls: 3.5733, loss: 3.5733, grad_norm: 2.3683 2020-07-25 14:07:44,505 - mmaction - INFO - Epoch [63][1060/3757] lr: 7.347e-02, eta: 3 days, 4:38:27, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4883, loss_cls: 3.5253, loss: 3.5253, grad_norm: 2.3770 2020-07-25 14:07:55,972 - mmaction - INFO - Epoch [63][1080/3757] lr: 7.347e-02, eta: 3 days, 4:38:11, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4703, loss_cls: 3.6362, loss: 3.6362, grad_norm: 2.4044 2020-07-25 14:08:07,485 - mmaction - INFO - Epoch [63][1100/3757] lr: 7.347e-02, eta: 3 days, 4:37:54, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4766, loss_cls: 3.6322, loss: 3.6322, grad_norm: 2.3626 2020-07-25 14:08:18,863 - mmaction - INFO - Epoch [63][1120/3757] lr: 7.347e-02, eta: 3 days, 4:37:37, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4734, loss_cls: 3.6278, loss: 3.6278, grad_norm: 2.3482 2020-07-25 14:08:30,258 - mmaction - INFO - Epoch [63][1140/3757] lr: 7.347e-02, eta: 3 days, 4:37:20, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4719, loss_cls: 3.6037, loss: 3.6037, grad_norm: 2.3700 2020-07-25 14:08:41,776 - mmaction - INFO - Epoch [63][1160/3757] lr: 7.347e-02, eta: 3 days, 4:37:03, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4766, loss_cls: 3.5983, loss: 3.5983, grad_norm: 2.3547 2020-07-25 14:08:53,400 - mmaction - INFO - Epoch [63][1180/3757] lr: 7.347e-02, eta: 3 days, 4:36:47, time: 0.582, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5000, loss_cls: 3.5098, loss: 3.5098, grad_norm: 2.2333 2020-07-25 14:09:04,911 - mmaction - INFO - Epoch [63][1200/3757] lr: 7.347e-02, eta: 3 days, 4:36:30, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4891, loss_cls: 3.5324, loss: 3.5324, grad_norm: 2.3373 2020-07-25 14:09:16,364 - mmaction - INFO - Epoch [63][1220/3757] lr: 7.347e-02, eta: 3 days, 4:36:13, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4953, loss_cls: 3.6139, loss: 3.6139, grad_norm: 2.4321 2020-07-25 14:09:27,751 - mmaction - INFO - Epoch [63][1240/3757] lr: 7.347e-02, eta: 3 days, 4:35:56, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5070, loss_cls: 3.4696, loss: 3.4696, grad_norm: 2.2854 2020-07-25 14:09:39,270 - mmaction - INFO - Epoch [63][1260/3757] lr: 7.347e-02, eta: 3 days, 4:35:40, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2180, top5_acc: 0.4695, loss_cls: 3.6314, loss: 3.6314, grad_norm: 2.3740 2020-07-25 14:09:50,681 - mmaction - INFO - Epoch [63][1280/3757] lr: 7.347e-02, eta: 3 days, 4:35:23, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4938, loss_cls: 3.5006, loss: 3.5006, grad_norm: 2.3326 2020-07-25 14:10:02,233 - mmaction - INFO - Epoch [63][1300/3757] lr: 7.347e-02, eta: 3 days, 4:35:06, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4719, loss_cls: 3.6192, loss: 3.6192, grad_norm: 2.4147 2020-07-25 14:10:13,686 - mmaction - INFO - Epoch [63][1320/3757] lr: 7.347e-02, eta: 3 days, 4:34:49, time: 0.572, data_time: 0.001, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4680, loss_cls: 3.6120, loss: 3.6120, grad_norm: 2.2905 2020-07-25 14:10:25,152 - mmaction - INFO - Epoch [63][1340/3757] lr: 7.347e-02, eta: 3 days, 4:34:32, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4672, loss_cls: 3.6325, loss: 3.6325, grad_norm: 2.3357 2020-07-25 14:10:36,548 - mmaction - INFO - Epoch [63][1360/3757] lr: 7.347e-02, eta: 3 days, 4:34:15, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4883, loss_cls: 3.5995, loss: 3.5995, grad_norm: 2.3242 2020-07-25 14:10:48,040 - mmaction - INFO - Epoch [63][1380/3757] lr: 7.347e-02, eta: 3 days, 4:33:59, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4813, loss_cls: 3.5598, loss: 3.5598, grad_norm: 2.2574 2020-07-25 14:10:59,580 - mmaction - INFO - Epoch [63][1400/3757] lr: 7.347e-02, eta: 3 days, 4:33:42, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.5016, loss_cls: 3.4485, loss: 3.4485, grad_norm: 2.3656 2020-07-25 14:11:11,018 - mmaction - INFO - Epoch [63][1420/3757] lr: 7.347e-02, eta: 3 days, 4:33:25, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4711, loss_cls: 3.6282, loss: 3.6282, grad_norm: 2.3805 2020-07-25 14:11:22,548 - mmaction - INFO - Epoch [63][1440/3757] lr: 7.347e-02, eta: 3 days, 4:33:09, time: 0.576, data_time: 0.002, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4984, loss_cls: 3.4842, loss: 3.4842, grad_norm: 2.3002 2020-07-25 14:11:34,014 - mmaction - INFO - Epoch [63][1460/3757] lr: 7.347e-02, eta: 3 days, 4:32:52, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4688, loss_cls: 3.6140, loss: 3.6140, grad_norm: 2.4045 2020-07-25 14:11:45,605 - mmaction - INFO - Epoch [63][1480/3757] lr: 7.347e-02, eta: 3 days, 4:32:36, time: 0.580, data_time: 0.002, memory: 5232, top1_acc: 0.2594, top5_acc: 0.4688, loss_cls: 3.5749, loss: 3.5749, grad_norm: 2.3239 2020-07-25 14:11:57,027 - mmaction - INFO - Epoch [63][1500/3757] lr: 7.347e-02, eta: 3 days, 4:32:19, time: 0.571, data_time: 0.001, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4719, loss_cls: 3.6551, loss: 3.6551, grad_norm: 2.3795 2020-07-25 14:12:08,420 - mmaction - INFO - Epoch [63][1520/3757] lr: 7.347e-02, eta: 3 days, 4:32:02, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4773, loss_cls: 3.5418, loss: 3.5418, grad_norm: 2.2952 2020-07-25 14:12:19,941 - mmaction - INFO - Epoch [63][1540/3757] lr: 7.347e-02, eta: 3 days, 4:31:45, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4719, loss_cls: 3.5886, loss: 3.5886, grad_norm: 2.3064 2020-07-25 14:12:31,395 - mmaction - INFO - Epoch [63][1560/3757] lr: 7.347e-02, eta: 3 days, 4:31:28, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4961, loss_cls: 3.4824, loss: 3.4824, grad_norm: 2.2459 2020-07-25 14:12:42,909 - mmaction - INFO - Epoch [63][1580/3757] lr: 7.347e-02, eta: 3 days, 4:31:12, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5188, loss_cls: 3.4587, loss: 3.4587, grad_norm: 2.3496 2020-07-25 14:12:54,298 - mmaction - INFO - Epoch [63][1600/3757] lr: 7.347e-02, eta: 3 days, 4:30:54, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.4922, loss_cls: 3.5555, loss: 3.5555, grad_norm: 2.3496 2020-07-25 14:13:05,622 - mmaction - INFO - Epoch [63][1620/3757] lr: 7.347e-02, eta: 3 days, 4:30:37, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4836, loss_cls: 3.6232, loss: 3.6232, grad_norm: 2.3728 2020-07-25 14:13:17,063 - mmaction - INFO - Epoch [63][1640/3757] lr: 7.347e-02, eta: 3 days, 4:30:20, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5031, loss_cls: 3.4390, loss: 3.4390, grad_norm: 2.3053 2020-07-25 14:13:28,537 - mmaction - INFO - Epoch [63][1660/3757] lr: 7.347e-02, eta: 3 days, 4:30:03, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4719, loss_cls: 3.6069, loss: 3.6069, grad_norm: 2.3935 2020-07-25 14:13:39,986 - mmaction - INFO - Epoch [63][1680/3757] lr: 7.347e-02, eta: 3 days, 4:29:47, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.4805, loss_cls: 3.6050, loss: 3.6050, grad_norm: 2.2790 2020-07-25 14:13:51,401 - mmaction - INFO - Epoch [63][1700/3757] lr: 7.347e-02, eta: 3 days, 4:29:30, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4867, loss_cls: 3.4864, loss: 3.4864, grad_norm: 2.2863 2020-07-25 14:14:02,738 - mmaction - INFO - Epoch [63][1720/3757] lr: 7.347e-02, eta: 3 days, 4:29:12, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.4773, loss_cls: 3.5305, loss: 3.5305, grad_norm: 2.3207 2020-07-25 14:14:14,183 - mmaction - INFO - Epoch [63][1740/3757] lr: 7.347e-02, eta: 3 days, 4:28:55, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5188, loss_cls: 3.4390, loss: 3.4390, grad_norm: 2.3349 2020-07-25 14:14:25,649 - mmaction - INFO - Epoch [63][1760/3757] lr: 7.347e-02, eta: 3 days, 4:28:39, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.5141, loss_cls: 3.4886, loss: 3.4886, grad_norm: 2.4165 2020-07-25 14:14:37,024 - mmaction - INFO - Epoch [63][1780/3757] lr: 7.347e-02, eta: 3 days, 4:28:21, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4805, loss_cls: 3.5558, loss: 3.5558, grad_norm: 2.3880 2020-07-25 14:14:48,448 - mmaction - INFO - Epoch [63][1800/3757] lr: 7.347e-02, eta: 3 days, 4:28:05, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4797, loss_cls: 3.6478, loss: 3.6478, grad_norm: 2.3801 2020-07-25 14:14:59,823 - mmaction - INFO - Epoch [63][1820/3757] lr: 7.347e-02, eta: 3 days, 4:27:47, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4734, loss_cls: 3.6407, loss: 3.6407, grad_norm: 2.3398 2020-07-25 14:15:11,306 - mmaction - INFO - Epoch [63][1840/3757] lr: 7.347e-02, eta: 3 days, 4:27:31, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4664, loss_cls: 3.6166, loss: 3.6166, grad_norm: 2.3378 2020-07-25 14:15:22,673 - mmaction - INFO - Epoch [63][1860/3757] lr: 7.347e-02, eta: 3 days, 4:27:13, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4703, loss_cls: 3.6055, loss: 3.6055, grad_norm: 2.3376 2020-07-25 14:15:34,133 - mmaction - INFO - Epoch [63][1880/3757] lr: 7.347e-02, eta: 3 days, 4:26:57, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4680, loss_cls: 3.6031, loss: 3.6031, grad_norm: 2.2975 2020-07-25 14:15:45,530 - mmaction - INFO - Epoch [63][1900/3757] lr: 7.347e-02, eta: 3 days, 4:26:40, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4820, loss_cls: 3.5458, loss: 3.5458, grad_norm: 2.3067 2020-07-25 14:15:57,027 - mmaction - INFO - Epoch [63][1920/3757] lr: 7.347e-02, eta: 3 days, 4:26:23, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4875, loss_cls: 3.5417, loss: 3.5417, grad_norm: 2.3375 2020-07-25 14:16:08,453 - mmaction - INFO - Epoch [63][1940/3757] lr: 7.347e-02, eta: 3 days, 4:26:06, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4641, loss_cls: 3.7269, loss: 3.7269, grad_norm: 2.2877 2020-07-25 14:16:19,853 - mmaction - INFO - Epoch [63][1960/3757] lr: 7.347e-02, eta: 3 days, 4:25:49, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4828, loss_cls: 3.5572, loss: 3.5572, grad_norm: 2.3031 2020-07-25 14:16:31,369 - mmaction - INFO - Epoch [63][1980/3757] lr: 7.347e-02, eta: 3 days, 4:25:33, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4773, loss_cls: 3.6092, loss: 3.6092, grad_norm: 2.3761 2020-07-25 14:16:42,809 - mmaction - INFO - Epoch [63][2000/3757] lr: 7.347e-02, eta: 3 days, 4:25:16, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4750, loss_cls: 3.5781, loss: 3.5781, grad_norm: 2.3309 2020-07-25 14:16:54,313 - mmaction - INFO - Epoch [63][2020/3757] lr: 7.347e-02, eta: 3 days, 4:24:59, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4727, loss_cls: 3.6016, loss: 3.6016, grad_norm: 2.3296 2020-07-25 14:17:05,836 - mmaction - INFO - Epoch [63][2040/3757] lr: 7.347e-02, eta: 3 days, 4:24:43, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5086, loss_cls: 3.4909, loss: 3.4909, grad_norm: 2.3457 2020-07-25 14:17:17,211 - mmaction - INFO - Epoch [63][2060/3757] lr: 7.347e-02, eta: 3 days, 4:24:26, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4953, loss_cls: 3.5290, loss: 3.5290, grad_norm: 2.3153 2020-07-25 14:17:28,647 - mmaction - INFO - Epoch [63][2080/3757] lr: 7.347e-02, eta: 3 days, 4:24:09, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4805, loss_cls: 3.5860, loss: 3.5860, grad_norm: 2.3181 2020-07-25 14:17:40,042 - mmaction - INFO - Epoch [63][2100/3757] lr: 7.347e-02, eta: 3 days, 4:23:52, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4867, loss_cls: 3.6263, loss: 3.6263, grad_norm: 2.3463 2020-07-25 14:17:51,473 - mmaction - INFO - Epoch [63][2120/3757] lr: 7.347e-02, eta: 3 days, 4:23:35, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4867, loss_cls: 3.5934, loss: 3.5934, grad_norm: 2.3190 2020-07-25 14:18:02,948 - mmaction - INFO - Epoch [63][2140/3757] lr: 7.347e-02, eta: 3 days, 4:23:18, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4781, loss_cls: 3.6066, loss: 3.6066, grad_norm: 2.3240 2020-07-25 14:18:14,413 - mmaction - INFO - Epoch [63][2160/3757] lr: 7.347e-02, eta: 3 days, 4:23:01, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4820, loss_cls: 3.5775, loss: 3.5775, grad_norm: 2.3560 2020-07-25 14:18:25,811 - mmaction - INFO - Epoch [63][2180/3757] lr: 7.347e-02, eta: 3 days, 4:22:44, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.4859, loss_cls: 3.5940, loss: 3.5940, grad_norm: 2.3758 2020-07-25 14:18:37,240 - mmaction - INFO - Epoch [63][2200/3757] lr: 7.347e-02, eta: 3 days, 4:22:27, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4898, loss_cls: 3.5806, loss: 3.5806, grad_norm: 2.3004 2020-07-25 14:18:48,705 - mmaction - INFO - Epoch [63][2220/3757] lr: 7.347e-02, eta: 3 days, 4:22:11, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4766, loss_cls: 3.6666, loss: 3.6666, grad_norm: 2.3204 2020-07-25 14:19:00,214 - mmaction - INFO - Epoch [63][2240/3757] lr: 7.347e-02, eta: 3 days, 4:21:54, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4773, loss_cls: 3.5967, loss: 3.5967, grad_norm: 2.3263 2020-07-25 14:19:11,655 - mmaction - INFO - Epoch [63][2260/3757] lr: 7.347e-02, eta: 3 days, 4:21:37, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4922, loss_cls: 3.5465, loss: 3.5465, grad_norm: 2.3209 2020-07-25 14:19:23,139 - mmaction - INFO - Epoch [63][2280/3757] lr: 7.347e-02, eta: 3 days, 4:21:21, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5109, loss_cls: 3.4915, loss: 3.4915, grad_norm: 2.3329 2020-07-25 14:19:34,736 - mmaction - INFO - Epoch [63][2300/3757] lr: 7.347e-02, eta: 3 days, 4:21:05, time: 0.580, data_time: 0.012, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4898, loss_cls: 3.5307, loss: 3.5307, grad_norm: 2.2721 2020-07-25 14:19:46,186 - mmaction - INFO - Epoch [63][2320/3757] lr: 7.347e-02, eta: 3 days, 4:20:48, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4695, loss_cls: 3.6196, loss: 3.6196, grad_norm: 2.3240 2020-07-25 14:19:57,666 - mmaction - INFO - Epoch [63][2340/3757] lr: 7.347e-02, eta: 3 days, 4:20:31, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.5016, loss_cls: 3.5728, loss: 3.5728, grad_norm: 2.3200 2020-07-25 14:20:09,179 - mmaction - INFO - Epoch [63][2360/3757] lr: 7.347e-02, eta: 3 days, 4:20:15, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.2539, top5_acc: 0.5172, loss_cls: 3.4595, loss: 3.4595, grad_norm: 2.2586 2020-07-25 14:20:20,635 - mmaction - INFO - Epoch [63][2380/3757] lr: 7.347e-02, eta: 3 days, 4:19:58, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4758, loss_cls: 3.5732, loss: 3.5732, grad_norm: 2.3750 2020-07-25 14:20:32,091 - mmaction - INFO - Epoch [63][2400/3757] lr: 7.347e-02, eta: 3 days, 4:19:41, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4742, loss_cls: 3.6030, loss: 3.6030, grad_norm: 2.3848 2020-07-25 14:20:43,510 - mmaction - INFO - Epoch [63][2420/3757] lr: 7.347e-02, eta: 3 days, 4:19:24, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4875, loss_cls: 3.6169, loss: 3.6169, grad_norm: 2.3386 2020-07-25 14:20:55,027 - mmaction - INFO - Epoch [63][2440/3757] lr: 7.347e-02, eta: 3 days, 4:19:08, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.4875, loss_cls: 3.5360, loss: 3.5360, grad_norm: 2.2923 2020-07-25 14:21:06,420 - mmaction - INFO - Epoch [63][2460/3757] lr: 7.347e-02, eta: 3 days, 4:18:51, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4789, loss_cls: 3.6063, loss: 3.6063, grad_norm: 2.3384 2020-07-25 14:21:17,823 - mmaction - INFO - Epoch [63][2480/3757] lr: 7.347e-02, eta: 3 days, 4:18:34, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.5000, loss_cls: 3.5441, loss: 3.5441, grad_norm: 2.3285 2020-07-25 14:21:29,315 - mmaction - INFO - Epoch [63][2500/3757] lr: 7.347e-02, eta: 3 days, 4:18:17, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4914, loss_cls: 3.5595, loss: 3.5595, grad_norm: 2.3380 2020-07-25 14:21:40,774 - mmaction - INFO - Epoch [63][2520/3757] lr: 7.347e-02, eta: 3 days, 4:18:00, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4891, loss_cls: 3.5498, loss: 3.5498, grad_norm: 2.3390 2020-07-25 14:21:52,266 - mmaction - INFO - Epoch [63][2540/3757] lr: 7.347e-02, eta: 3 days, 4:17:44, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4750, loss_cls: 3.6399, loss: 3.6399, grad_norm: 2.4092 2020-07-25 14:22:03,757 - mmaction - INFO - Epoch [63][2560/3757] lr: 7.347e-02, eta: 3 days, 4:17:27, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4969, loss_cls: 3.5402, loss: 3.5402, grad_norm: 2.3396 2020-07-25 14:22:15,180 - mmaction - INFO - Epoch [63][2580/3757] lr: 7.347e-02, eta: 3 days, 4:17:10, time: 0.571, data_time: 0.001, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4711, loss_cls: 3.6278, loss: 3.6278, grad_norm: 2.3103 2020-07-25 14:22:26,647 - mmaction - INFO - Epoch [63][2600/3757] lr: 7.347e-02, eta: 3 days, 4:16:54, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4773, loss_cls: 3.5937, loss: 3.5937, grad_norm: 2.3461 2020-07-25 14:22:38,056 - mmaction - INFO - Epoch [63][2620/3757] lr: 7.347e-02, eta: 3 days, 4:16:37, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4727, loss_cls: 3.6591, loss: 3.6591, grad_norm: 2.3424 2020-07-25 14:22:49,488 - mmaction - INFO - Epoch [63][2640/3757] lr: 7.347e-02, eta: 3 days, 4:16:20, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4805, loss_cls: 3.5903, loss: 3.5903, grad_norm: 2.3300 2020-07-25 14:23:00,898 - mmaction - INFO - Epoch [63][2660/3757] lr: 7.347e-02, eta: 3 days, 4:16:03, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4953, loss_cls: 3.5894, loss: 3.5894, grad_norm: 2.2857 2020-07-25 14:23:12,297 - mmaction - INFO - Epoch [63][2680/3757] lr: 7.347e-02, eta: 3 days, 4:15:46, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2445, top5_acc: 0.5000, loss_cls: 3.4735, loss: 3.4735, grad_norm: 2.2810 2020-07-25 14:23:23,658 - mmaction - INFO - Epoch [63][2700/3757] lr: 7.347e-02, eta: 3 days, 4:15:29, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2641, top5_acc: 0.5078, loss_cls: 3.4599, loss: 3.4599, grad_norm: 2.3351 2020-07-25 14:23:35,065 - mmaction - INFO - Epoch [63][2720/3757] lr: 7.347e-02, eta: 3 days, 4:15:12, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4938, loss_cls: 3.5485, loss: 3.5485, grad_norm: 2.4062 2020-07-25 14:23:46,526 - mmaction - INFO - Epoch [63][2740/3757] lr: 7.347e-02, eta: 3 days, 4:14:55, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.4938, loss_cls: 3.5072, loss: 3.5072, grad_norm: 2.3044 2020-07-25 14:23:58,001 - mmaction - INFO - Epoch [63][2760/3757] lr: 7.347e-02, eta: 3 days, 4:14:39, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.5008, loss_cls: 3.5311, loss: 3.5311, grad_norm: 2.3706 2020-07-25 14:24:09,437 - mmaction - INFO - Epoch [63][2780/3757] lr: 7.347e-02, eta: 3 days, 4:14:22, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4672, loss_cls: 3.5939, loss: 3.5939, grad_norm: 2.3063 2020-07-25 14:24:20,793 - mmaction - INFO - Epoch [63][2800/3757] lr: 7.347e-02, eta: 3 days, 4:14:05, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4781, loss_cls: 3.5588, loss: 3.5588, grad_norm: 2.3427 2020-07-25 14:24:32,310 - mmaction - INFO - Epoch [63][2820/3757] lr: 7.347e-02, eta: 3 days, 4:13:48, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4516, loss_cls: 3.6729, loss: 3.6729, grad_norm: 2.3755 2020-07-25 14:24:43,746 - mmaction - INFO - Epoch [63][2840/3757] lr: 7.347e-02, eta: 3 days, 4:13:32, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4758, loss_cls: 3.6153, loss: 3.6153, grad_norm: 2.3280 2020-07-25 14:24:55,168 - mmaction - INFO - Epoch [63][2860/3757] lr: 7.347e-02, eta: 3 days, 4:13:15, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5039, loss_cls: 3.5274, loss: 3.5274, grad_norm: 2.3188 2020-07-25 14:25:06,691 - mmaction - INFO - Epoch [63][2880/3757] lr: 7.347e-02, eta: 3 days, 4:12:58, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5094, loss_cls: 3.4906, loss: 3.4906, grad_norm: 2.3625 2020-07-25 14:25:18,207 - mmaction - INFO - Epoch [63][2900/3757] lr: 7.347e-02, eta: 3 days, 4:12:42, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4734, loss_cls: 3.6553, loss: 3.6553, grad_norm: 2.3365 2020-07-25 14:25:29,629 - mmaction - INFO - Epoch [63][2920/3757] lr: 7.347e-02, eta: 3 days, 4:12:25, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4773, loss_cls: 3.6177, loss: 3.6177, grad_norm: 2.3140 2020-07-25 14:25:41,028 - mmaction - INFO - Epoch [63][2940/3757] lr: 7.347e-02, eta: 3 days, 4:12:08, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4781, loss_cls: 3.5669, loss: 3.5669, grad_norm: 2.2305 2020-07-25 14:25:52,597 - mmaction - INFO - Epoch [63][2960/3757] lr: 7.347e-02, eta: 3 days, 4:11:52, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4664, loss_cls: 3.6785, loss: 3.6785, grad_norm: 2.3008 2020-07-25 14:26:03,972 - mmaction - INFO - Epoch [63][2980/3757] lr: 7.347e-02, eta: 3 days, 4:11:35, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4820, loss_cls: 3.6178, loss: 3.6178, grad_norm: 2.3208 2020-07-25 14:26:15,461 - mmaction - INFO - Epoch [63][3000/3757] lr: 7.347e-02, eta: 3 days, 4:11:18, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4797, loss_cls: 3.5572, loss: 3.5572, grad_norm: 2.2794 2020-07-25 14:26:26,998 - mmaction - INFO - Epoch [63][3020/3757] lr: 7.347e-02, eta: 3 days, 4:11:02, time: 0.576, data_time: 0.014, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4977, loss_cls: 3.4863, loss: 3.4863, grad_norm: 2.3909 2020-07-25 14:26:38,387 - mmaction - INFO - Epoch [63][3040/3757] lr: 7.347e-02, eta: 3 days, 4:10:45, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.5016, loss_cls: 3.5123, loss: 3.5123, grad_norm: 2.2665 2020-07-25 14:26:49,846 - mmaction - INFO - Epoch [63][3060/3757] lr: 7.347e-02, eta: 3 days, 4:10:28, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4852, loss_cls: 3.5930, loss: 3.5930, grad_norm: 2.2778 2020-07-25 14:27:01,157 - mmaction - INFO - Epoch [63][3080/3757] lr: 7.347e-02, eta: 3 days, 4:10:11, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4813, loss_cls: 3.5813, loss: 3.5813, grad_norm: 2.2931 2020-07-25 14:27:12,706 - mmaction - INFO - Epoch [63][3100/3757] lr: 7.347e-02, eta: 3 days, 4:09:55, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.4922, loss_cls: 3.5352, loss: 3.5352, grad_norm: 2.3161 2020-07-25 14:27:24,187 - mmaction - INFO - Epoch [63][3120/3757] lr: 7.347e-02, eta: 3 days, 4:09:38, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4602, loss_cls: 3.6427, loss: 3.6427, grad_norm: 2.3673 2020-07-25 14:27:35,626 - mmaction - INFO - Epoch [63][3140/3757] lr: 7.347e-02, eta: 3 days, 4:09:22, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.4906, loss_cls: 3.5319, loss: 3.5319, grad_norm: 2.3603 2020-07-25 14:27:47,146 - mmaction - INFO - Epoch [63][3160/3757] lr: 7.347e-02, eta: 3 days, 4:09:05, time: 0.576, data_time: 0.005, memory: 5232, top1_acc: 0.2617, top5_acc: 0.4930, loss_cls: 3.4779, loss: 3.4779, grad_norm: 2.2987 2020-07-25 14:27:58,535 - mmaction - INFO - Epoch [63][3180/3757] lr: 7.347e-02, eta: 3 days, 4:08:48, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.5000, loss_cls: 3.4948, loss: 3.4948, grad_norm: 2.3582 2020-07-25 14:28:09,972 - mmaction - INFO - Epoch [63][3200/3757] lr: 7.347e-02, eta: 3 days, 4:08:31, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4789, loss_cls: 3.6165, loss: 3.6165, grad_norm: 2.3476 2020-07-25 14:28:21,460 - mmaction - INFO - Epoch [63][3220/3757] lr: 7.347e-02, eta: 3 days, 4:08:15, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4930, loss_cls: 3.5427, loss: 3.5427, grad_norm: 2.3393 2020-07-25 14:28:32,942 - mmaction - INFO - Epoch [63][3240/3757] lr: 7.347e-02, eta: 3 days, 4:07:58, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4820, loss_cls: 3.5881, loss: 3.5881, grad_norm: 2.3669 2020-07-25 14:28:44,376 - mmaction - INFO - Epoch [63][3260/3757] lr: 7.347e-02, eta: 3 days, 4:07:42, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.5062, loss_cls: 3.5313, loss: 3.5313, grad_norm: 2.2922 2020-07-25 14:28:55,844 - mmaction - INFO - Epoch [63][3280/3757] lr: 7.347e-02, eta: 3 days, 4:07:25, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2641, top5_acc: 0.5000, loss_cls: 3.4712, loss: 3.4712, grad_norm: 2.3465 2020-07-25 14:29:07,446 - mmaction - INFO - Epoch [63][3300/3757] lr: 7.347e-02, eta: 3 days, 4:07:09, time: 0.580, data_time: 0.014, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4531, loss_cls: 3.6475, loss: 3.6475, grad_norm: 2.3448 2020-07-25 14:29:18,924 - mmaction - INFO - Epoch [63][3320/3757] lr: 7.347e-02, eta: 3 days, 4:06:52, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4805, loss_cls: 3.6535, loss: 3.6535, grad_norm: 2.3618 2020-07-25 14:29:30,404 - mmaction - INFO - Epoch [63][3340/3757] lr: 7.347e-02, eta: 3 days, 4:06:36, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.4922, loss_cls: 3.4801, loss: 3.4801, grad_norm: 2.3917 2020-07-25 14:29:41,826 - mmaction - INFO - Epoch [63][3360/3757] lr: 7.347e-02, eta: 3 days, 4:06:19, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4664, loss_cls: 3.6518, loss: 3.6518, grad_norm: 2.3825 2020-07-25 14:29:53,297 - mmaction - INFO - Epoch [63][3380/3757] lr: 7.347e-02, eta: 3 days, 4:06:03, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4805, loss_cls: 3.6061, loss: 3.6061, grad_norm: 2.3643 2020-07-25 14:30:04,642 - mmaction - INFO - Epoch [63][3400/3757] lr: 7.347e-02, eta: 3 days, 4:05:45, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4922, loss_cls: 3.5491, loss: 3.5491, grad_norm: 2.2743 2020-07-25 14:30:16,110 - mmaction - INFO - Epoch [63][3420/3757] lr: 7.347e-02, eta: 3 days, 4:05:29, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4938, loss_cls: 3.5093, loss: 3.5093, grad_norm: 2.3704 2020-07-25 14:30:27,549 - mmaction - INFO - Epoch [63][3440/3757] lr: 7.347e-02, eta: 3 days, 4:05:12, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4859, loss_cls: 3.5139, loss: 3.5139, grad_norm: 2.2943 2020-07-25 14:30:39,034 - mmaction - INFO - Epoch [63][3460/3757] lr: 7.347e-02, eta: 3 days, 4:04:56, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4820, loss_cls: 3.5602, loss: 3.5602, grad_norm: 2.3201 2020-07-25 14:30:50,400 - mmaction - INFO - Epoch [63][3480/3757] lr: 7.347e-02, eta: 3 days, 4:04:39, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4961, loss_cls: 3.4933, loss: 3.4933, grad_norm: 2.3533 2020-07-25 14:31:01,796 - mmaction - INFO - Epoch [63][3500/3757] lr: 7.347e-02, eta: 3 days, 4:04:22, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.4969, loss_cls: 3.4839, loss: 3.4839, grad_norm: 2.3810 2020-07-25 14:31:13,223 - mmaction - INFO - Epoch [63][3520/3757] lr: 7.347e-02, eta: 3 days, 4:04:05, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4844, loss_cls: 3.6447, loss: 3.6447, grad_norm: 2.3877 2020-07-25 14:31:24,802 - mmaction - INFO - Epoch [63][3540/3757] lr: 7.347e-02, eta: 3 days, 4:03:49, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.5141, loss_cls: 3.5211, loss: 3.5211, grad_norm: 2.2964 2020-07-25 14:31:36,318 - mmaction - INFO - Epoch [63][3560/3757] lr: 7.347e-02, eta: 3 days, 4:03:32, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4680, loss_cls: 3.6319, loss: 3.6319, grad_norm: 2.3065 2020-07-25 14:31:47,826 - mmaction - INFO - Epoch [63][3580/3757] lr: 7.347e-02, eta: 3 days, 4:03:16, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4797, loss_cls: 3.5892, loss: 3.5892, grad_norm: 2.3775 2020-07-25 14:31:59,229 - mmaction - INFO - Epoch [63][3600/3757] lr: 7.347e-02, eta: 3 days, 4:02:59, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4922, loss_cls: 3.5624, loss: 3.5624, grad_norm: 2.3689 2020-07-25 14:32:10,628 - mmaction - INFO - Epoch [63][3620/3757] lr: 7.347e-02, eta: 3 days, 4:02:42, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4875, loss_cls: 3.5618, loss: 3.5618, grad_norm: 2.4010 2020-07-25 14:32:22,133 - mmaction - INFO - Epoch [63][3640/3757] lr: 7.347e-02, eta: 3 days, 4:02:26, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4750, loss_cls: 3.5981, loss: 3.5981, grad_norm: 2.3308 2020-07-25 14:32:33,582 - mmaction - INFO - Epoch [63][3660/3757] lr: 7.347e-02, eta: 3 days, 4:02:09, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4875, loss_cls: 3.5634, loss: 3.5634, grad_norm: 2.3008 2020-07-25 14:32:45,007 - mmaction - INFO - Epoch [63][3680/3757] lr: 7.347e-02, eta: 3 days, 4:01:53, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4773, loss_cls: 3.5918, loss: 3.5918, grad_norm: 2.3361 2020-07-25 14:32:56,445 - mmaction - INFO - Epoch [63][3700/3757] lr: 7.347e-02, eta: 3 days, 4:01:36, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4813, loss_cls: 3.5458, loss: 3.5458, grad_norm: 2.3217 2020-07-25 14:33:07,903 - mmaction - INFO - Epoch [63][3720/3757] lr: 7.347e-02, eta: 3 days, 4:01:19, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4945, loss_cls: 3.5500, loss: 3.5500, grad_norm: 2.3525 2020-07-25 14:33:19,295 - mmaction - INFO - Epoch [63][3740/3757] lr: 7.347e-02, eta: 3 days, 4:01:02, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5125, loss_cls: 3.4378, loss: 3.4378, grad_norm: 2.2768 2020-07-25 14:36:27,082 - mmaction - INFO - Epoch [64][20/3757] lr: 7.270e-02, eta: 3 days, 4:11:01, time: 8.588, data_time: 7.904, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4922, loss_cls: 3.5271, loss: 3.5271, grad_norm: 2.2484 2020-07-25 14:36:38,317 - mmaction - INFO - Epoch [64][40/3757] lr: 7.270e-02, eta: 3 days, 4:10:43, time: 0.562, data_time: 0.002, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4750, loss_cls: 3.6278, loss: 3.6278, grad_norm: 2.3553 2020-07-25 14:36:49,676 - mmaction - INFO - Epoch [64][60/3757] lr: 7.270e-02, eta: 3 days, 4:10:26, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4773, loss_cls: 3.6462, loss: 3.6462, grad_norm: 2.3363 2020-07-25 14:37:01,054 - mmaction - INFO - Epoch [64][80/3757] lr: 7.270e-02, eta: 3 days, 4:10:09, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4977, loss_cls: 3.4765, loss: 3.4765, grad_norm: 2.2745 2020-07-25 14:37:12,357 - mmaction - INFO - Epoch [64][100/3757] lr: 7.270e-02, eta: 3 days, 4:09:51, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4883, loss_cls: 3.5285, loss: 3.5285, grad_norm: 2.3446 2020-07-25 14:37:23,748 - mmaction - INFO - Epoch [64][120/3757] lr: 7.270e-02, eta: 3 days, 4:09:34, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.4953, loss_cls: 3.4633, loss: 3.4633, grad_norm: 2.3409 2020-07-25 14:37:35,177 - mmaction - INFO - Epoch [64][140/3757] lr: 7.270e-02, eta: 3 days, 4:09:17, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.4961, loss_cls: 3.5147, loss: 3.5147, grad_norm: 2.3646 2020-07-25 14:37:46,515 - mmaction - INFO - Epoch [64][160/3757] lr: 7.270e-02, eta: 3 days, 4:09:00, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.4859, loss_cls: 3.4989, loss: 3.4989, grad_norm: 2.4237 2020-07-25 14:37:57,878 - mmaction - INFO - Epoch [64][180/3757] lr: 7.270e-02, eta: 3 days, 4:08:43, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4945, loss_cls: 3.5194, loss: 3.5194, grad_norm: 2.4177 2020-07-25 14:38:09,174 - mmaction - INFO - Epoch [64][200/3757] lr: 7.270e-02, eta: 3 days, 4:08:26, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4977, loss_cls: 3.5709, loss: 3.5709, grad_norm: 2.3736 2020-07-25 14:38:20,568 - mmaction - INFO - Epoch [64][220/3757] lr: 7.270e-02, eta: 3 days, 4:08:09, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2086, top5_acc: 0.4578, loss_cls: 3.6793, loss: 3.6793, grad_norm: 2.3542 2020-07-25 14:38:31,935 - mmaction - INFO - Epoch [64][240/3757] lr: 7.270e-02, eta: 3 days, 4:07:52, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4813, loss_cls: 3.5241, loss: 3.5241, grad_norm: 2.3313 2020-07-25 14:38:43,285 - mmaction - INFO - Epoch [64][260/3757] lr: 7.270e-02, eta: 3 days, 4:07:34, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4820, loss_cls: 3.5202, loss: 3.5202, grad_norm: 2.2632 2020-07-25 14:38:54,719 - mmaction - INFO - Epoch [64][280/3757] lr: 7.270e-02, eta: 3 days, 4:07:18, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2641, top5_acc: 0.4930, loss_cls: 3.5113, loss: 3.5113, grad_norm: 2.3121 2020-07-25 14:39:06,026 - mmaction - INFO - Epoch [64][300/3757] lr: 7.270e-02, eta: 3 days, 4:07:00, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4930, loss_cls: 3.5484, loss: 3.5484, grad_norm: 2.3432 2020-07-25 14:39:17,431 - mmaction - INFO - Epoch [64][320/3757] lr: 7.270e-02, eta: 3 days, 4:06:43, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4898, loss_cls: 3.5809, loss: 3.5809, grad_norm: 2.3808 2020-07-25 14:39:28,873 - mmaction - INFO - Epoch [64][340/3757] lr: 7.270e-02, eta: 3 days, 4:06:27, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.5000, loss_cls: 3.5053, loss: 3.5053, grad_norm: 2.3762 2020-07-25 14:39:40,474 - mmaction - INFO - Epoch [64][360/3757] lr: 7.270e-02, eta: 3 days, 4:06:10, time: 0.580, data_time: 0.016, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4734, loss_cls: 3.6653, loss: 3.6653, grad_norm: 2.4077 2020-07-25 14:39:51,922 - mmaction - INFO - Epoch [64][380/3757] lr: 7.270e-02, eta: 3 days, 4:05:54, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4969, loss_cls: 3.5567, loss: 3.5567, grad_norm: 2.3390 2020-07-25 14:40:03,295 - mmaction - INFO - Epoch [64][400/3757] lr: 7.270e-02, eta: 3 days, 4:05:37, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4789, loss_cls: 3.5393, loss: 3.5393, grad_norm: 2.3128 2020-07-25 14:40:14,713 - mmaction - INFO - Epoch [64][420/3757] lr: 7.270e-02, eta: 3 days, 4:05:20, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.4961, loss_cls: 3.4515, loss: 3.4515, grad_norm: 2.2723 2020-07-25 14:40:25,995 - mmaction - INFO - Epoch [64][440/3757] lr: 7.270e-02, eta: 3 days, 4:05:02, time: 0.564, data_time: 0.002, memory: 5232, top1_acc: 0.2523, top5_acc: 0.5055, loss_cls: 3.4794, loss: 3.4794, grad_norm: 2.3799 2020-07-25 14:40:37,341 - mmaction - INFO - Epoch [64][460/3757] lr: 7.270e-02, eta: 3 days, 4:04:45, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.5164, loss_cls: 3.4088, loss: 3.4088, grad_norm: 2.3804 2020-07-25 14:40:48,790 - mmaction - INFO - Epoch [64][480/3757] lr: 7.270e-02, eta: 3 days, 4:04:28, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4969, loss_cls: 3.5395, loss: 3.5395, grad_norm: 2.3826 2020-07-25 14:41:00,133 - mmaction - INFO - Epoch [64][500/3757] lr: 7.270e-02, eta: 3 days, 4:04:11, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4719, loss_cls: 3.6304, loss: 3.6304, grad_norm: 2.3978 2020-07-25 14:41:11,475 - mmaction - INFO - Epoch [64][520/3757] lr: 7.270e-02, eta: 3 days, 4:03:54, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4953, loss_cls: 3.5363, loss: 3.5363, grad_norm: 2.2929 2020-07-25 14:41:22,845 - mmaction - INFO - Epoch [64][540/3757] lr: 7.270e-02, eta: 3 days, 4:03:37, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.5148, loss_cls: 3.4970, loss: 3.4970, grad_norm: 2.3455 2020-07-25 14:41:34,257 - mmaction - INFO - Epoch [64][560/3757] lr: 7.270e-02, eta: 3 days, 4:03:20, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4742, loss_cls: 3.5981, loss: 3.5981, grad_norm: 2.4214 2020-07-25 14:41:45,769 - mmaction - INFO - Epoch [64][580/3757] lr: 7.270e-02, eta: 3 days, 4:03:04, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4930, loss_cls: 3.5312, loss: 3.5312, grad_norm: 2.3519 2020-07-25 14:41:57,236 - mmaction - INFO - Epoch [64][600/3757] lr: 7.270e-02, eta: 3 days, 4:02:47, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4906, loss_cls: 3.5672, loss: 3.5672, grad_norm: 2.3618 2020-07-25 14:42:08,673 - mmaction - INFO - Epoch [64][620/3757] lr: 7.270e-02, eta: 3 days, 4:02:30, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2633, top5_acc: 0.5000, loss_cls: 3.4859, loss: 3.4859, grad_norm: 2.3090 2020-07-25 14:42:19,995 - mmaction - INFO - Epoch [64][640/3757] lr: 7.270e-02, eta: 3 days, 4:02:13, time: 0.566, data_time: 0.001, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4992, loss_cls: 3.5503, loss: 3.5503, grad_norm: 2.3987 2020-07-25 14:42:31,343 - mmaction - INFO - Epoch [64][660/3757] lr: 7.270e-02, eta: 3 days, 4:01:56, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4828, loss_cls: 3.6101, loss: 3.6101, grad_norm: 2.4058 2020-07-25 14:42:42,774 - mmaction - INFO - Epoch [64][680/3757] lr: 7.270e-02, eta: 3 days, 4:01:39, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4719, loss_cls: 3.5604, loss: 3.5604, grad_norm: 2.3249 2020-07-25 14:42:54,204 - mmaction - INFO - Epoch [64][700/3757] lr: 7.270e-02, eta: 3 days, 4:01:22, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4836, loss_cls: 3.5767, loss: 3.5767, grad_norm: 2.3500 2020-07-25 14:43:05,530 - mmaction - INFO - Epoch [64][720/3757] lr: 7.270e-02, eta: 3 days, 4:01:05, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4781, loss_cls: 3.5786, loss: 3.5786, grad_norm: 2.3565 2020-07-25 14:43:17,004 - mmaction - INFO - Epoch [64][740/3757] lr: 7.270e-02, eta: 3 days, 4:00:48, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4930, loss_cls: 3.4914, loss: 3.4914, grad_norm: 2.3093 2020-07-25 14:43:28,275 - mmaction - INFO - Epoch [64][760/3757] lr: 7.270e-02, eta: 3 days, 4:00:31, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4727, loss_cls: 3.5625, loss: 3.5625, grad_norm: 2.4097 2020-07-25 14:43:39,770 - mmaction - INFO - Epoch [64][780/3757] lr: 7.270e-02, eta: 3 days, 4:00:14, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.5062, loss_cls: 3.4699, loss: 3.4699, grad_norm: 2.3818 2020-07-25 14:43:51,162 - mmaction - INFO - Epoch [64][800/3757] lr: 7.270e-02, eta: 3 days, 3:59:58, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.4914, loss_cls: 3.5487, loss: 3.5487, grad_norm: 2.3238 2020-07-25 14:44:02,509 - mmaction - INFO - Epoch [64][820/3757] lr: 7.270e-02, eta: 3 days, 3:59:40, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4859, loss_cls: 3.6391, loss: 3.6391, grad_norm: 2.3629 2020-07-25 14:44:13,807 - mmaction - INFO - Epoch [64][840/3757] lr: 7.270e-02, eta: 3 days, 3:59:23, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4836, loss_cls: 3.5722, loss: 3.5722, grad_norm: 2.2883 2020-07-25 14:44:25,213 - mmaction - INFO - Epoch [64][860/3757] lr: 7.270e-02, eta: 3 days, 3:59:06, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4883, loss_cls: 3.6430, loss: 3.6430, grad_norm: 2.4194 2020-07-25 14:44:36,573 - mmaction - INFO - Epoch [64][880/3757] lr: 7.270e-02, eta: 3 days, 3:58:49, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4813, loss_cls: 3.5732, loss: 3.5732, grad_norm: 2.3129 2020-07-25 14:44:48,074 - mmaction - INFO - Epoch [64][900/3757] lr: 7.270e-02, eta: 3 days, 3:58:33, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4859, loss_cls: 3.4831, loss: 3.4831, grad_norm: 2.3506 2020-07-25 14:44:59,346 - mmaction - INFO - Epoch [64][920/3757] lr: 7.270e-02, eta: 3 days, 3:58:15, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4594, loss_cls: 3.7079, loss: 3.7079, grad_norm: 2.3499 2020-07-25 14:45:10,807 - mmaction - INFO - Epoch [64][940/3757] lr: 7.270e-02, eta: 3 days, 3:57:59, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4672, loss_cls: 3.6133, loss: 3.6133, grad_norm: 2.2862 2020-07-25 14:45:22,185 - mmaction - INFO - Epoch [64][960/3757] lr: 7.270e-02, eta: 3 days, 3:57:42, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.4844, loss_cls: 3.5752, loss: 3.5752, grad_norm: 2.3328 2020-07-25 14:45:33,566 - mmaction - INFO - Epoch [64][980/3757] lr: 7.270e-02, eta: 3 days, 3:57:25, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.4906, loss_cls: 3.4784, loss: 3.4784, grad_norm: 2.2888 2020-07-25 14:45:44,952 - mmaction - INFO - Epoch [64][1000/3757] lr: 7.270e-02, eta: 3 days, 3:57:08, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.5133, loss_cls: 3.4856, loss: 3.4856, grad_norm: 2.3105 2020-07-25 14:45:56,374 - mmaction - INFO - Epoch [64][1020/3757] lr: 7.270e-02, eta: 3 days, 3:56:51, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4922, loss_cls: 3.5454, loss: 3.5454, grad_norm: 2.3383 2020-07-25 14:46:07,659 - mmaction - INFO - Epoch [64][1040/3757] lr: 7.270e-02, eta: 3 days, 3:56:34, time: 0.565, data_time: 0.004, memory: 5232, top1_acc: 0.2453, top5_acc: 0.5023, loss_cls: 3.5331, loss: 3.5331, grad_norm: 2.3229 2020-07-25 14:46:19,073 - mmaction - INFO - Epoch [64][1060/3757] lr: 7.270e-02, eta: 3 days, 3:56:17, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4766, loss_cls: 3.5696, loss: 3.5696, grad_norm: 2.3430 2020-07-25 14:46:30,446 - mmaction - INFO - Epoch [64][1080/3757] lr: 7.270e-02, eta: 3 days, 3:56:00, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4859, loss_cls: 3.5811, loss: 3.5811, grad_norm: 2.3833 2020-07-25 14:46:41,801 - mmaction - INFO - Epoch [64][1100/3757] lr: 7.270e-02, eta: 3 days, 3:55:43, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4852, loss_cls: 3.5210, loss: 3.5210, grad_norm: 2.3758 2020-07-25 14:46:53,268 - mmaction - INFO - Epoch [64][1120/3757] lr: 7.270e-02, eta: 3 days, 3:55:26, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4859, loss_cls: 3.6111, loss: 3.6111, grad_norm: 2.3769 2020-07-25 14:47:04,633 - mmaction - INFO - Epoch [64][1140/3757] lr: 7.270e-02, eta: 3 days, 3:55:09, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4844, loss_cls: 3.5238, loss: 3.5238, grad_norm: 2.3374 2020-07-25 14:47:16,063 - mmaction - INFO - Epoch [64][1160/3757] lr: 7.270e-02, eta: 3 days, 3:54:52, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4672, loss_cls: 3.5866, loss: 3.5866, grad_norm: 2.3418 2020-07-25 14:47:27,460 - mmaction - INFO - Epoch [64][1180/3757] lr: 7.270e-02, eta: 3 days, 3:54:35, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4766, loss_cls: 3.5826, loss: 3.5826, grad_norm: 2.3239 2020-07-25 14:47:38,871 - mmaction - INFO - Epoch [64][1200/3757] lr: 7.270e-02, eta: 3 days, 3:54:19, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4930, loss_cls: 3.5360, loss: 3.5360, grad_norm: 2.3876 2020-07-25 14:47:50,252 - mmaction - INFO - Epoch [64][1220/3757] lr: 7.270e-02, eta: 3 days, 3:54:02, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5102, loss_cls: 3.4427, loss: 3.4427, grad_norm: 2.3756 2020-07-25 14:48:01,727 - mmaction - INFO - Epoch [64][1240/3757] lr: 7.270e-02, eta: 3 days, 3:53:45, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5219, loss_cls: 3.4417, loss: 3.4417, grad_norm: 2.4060 2020-07-25 14:48:13,198 - mmaction - INFO - Epoch [64][1260/3757] lr: 7.270e-02, eta: 3 days, 3:53:29, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4914, loss_cls: 3.5626, loss: 3.5626, grad_norm: 2.3943 2020-07-25 14:48:24,568 - mmaction - INFO - Epoch [64][1280/3757] lr: 7.270e-02, eta: 3 days, 3:53:12, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4750, loss_cls: 3.5430, loss: 3.5430, grad_norm: 2.3982 2020-07-25 14:48:35,971 - mmaction - INFO - Epoch [64][1300/3757] lr: 7.270e-02, eta: 3 days, 3:52:55, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4859, loss_cls: 3.5316, loss: 3.5316, grad_norm: 2.3289 2020-07-25 14:48:47,429 - mmaction - INFO - Epoch [64][1320/3757] lr: 7.270e-02, eta: 3 days, 3:52:38, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4805, loss_cls: 3.5769, loss: 3.5769, grad_norm: 2.3379 2020-07-25 14:48:58,859 - mmaction - INFO - Epoch [64][1340/3757] lr: 7.270e-02, eta: 3 days, 3:52:21, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4992, loss_cls: 3.5149, loss: 3.5149, grad_norm: 2.3225 2020-07-25 14:49:10,247 - mmaction - INFO - Epoch [64][1360/3757] lr: 7.270e-02, eta: 3 days, 3:52:04, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4797, loss_cls: 3.5796, loss: 3.5796, grad_norm: 2.3743 2020-07-25 14:49:21,681 - mmaction - INFO - Epoch [64][1380/3757] lr: 7.270e-02, eta: 3 days, 3:51:48, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4789, loss_cls: 3.5610, loss: 3.5610, grad_norm: 2.3100 2020-07-25 14:49:33,095 - mmaction - INFO - Epoch [64][1400/3757] lr: 7.270e-02, eta: 3 days, 3:51:31, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4844, loss_cls: 3.6094, loss: 3.6094, grad_norm: 2.3517 2020-07-25 14:49:44,603 - mmaction - INFO - Epoch [64][1420/3757] lr: 7.270e-02, eta: 3 days, 3:51:15, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4695, loss_cls: 3.5762, loss: 3.5762, grad_norm: 2.3946 2020-07-25 14:49:55,920 - mmaction - INFO - Epoch [64][1440/3757] lr: 7.270e-02, eta: 3 days, 3:50:57, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4875, loss_cls: 3.5673, loss: 3.5673, grad_norm: 2.3953 2020-07-25 14:50:07,463 - mmaction - INFO - Epoch [64][1460/3757] lr: 7.270e-02, eta: 3 days, 3:50:41, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.4906, loss_cls: 3.5632, loss: 3.5632, grad_norm: 2.3982 2020-07-25 14:50:18,946 - mmaction - INFO - Epoch [64][1480/3757] lr: 7.270e-02, eta: 3 days, 3:50:25, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4781, loss_cls: 3.6459, loss: 3.6459, grad_norm: 2.4036 2020-07-25 14:50:30,392 - mmaction - INFO - Epoch [64][1500/3757] lr: 7.270e-02, eta: 3 days, 3:50:08, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4914, loss_cls: 3.5189, loss: 3.5189, grad_norm: 2.3415 2020-07-25 14:50:41,810 - mmaction - INFO - Epoch [64][1520/3757] lr: 7.270e-02, eta: 3 days, 3:49:51, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4773, loss_cls: 3.5515, loss: 3.5515, grad_norm: 2.4011 2020-07-25 14:50:53,180 - mmaction - INFO - Epoch [64][1540/3757] lr: 7.270e-02, eta: 3 days, 3:49:34, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4953, loss_cls: 3.5432, loss: 3.5432, grad_norm: 2.4025 2020-07-25 14:51:04,495 - mmaction - INFO - Epoch [64][1560/3757] lr: 7.270e-02, eta: 3 days, 3:49:17, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4906, loss_cls: 3.4660, loss: 3.4660, grad_norm: 2.3639 2020-07-25 14:51:15,885 - mmaction - INFO - Epoch [64][1580/3757] lr: 7.270e-02, eta: 3 days, 3:49:00, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4953, loss_cls: 3.5304, loss: 3.5304, grad_norm: 2.2830 2020-07-25 14:51:27,360 - mmaction - INFO - Epoch [64][1600/3757] lr: 7.270e-02, eta: 3 days, 3:48:44, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4992, loss_cls: 3.5438, loss: 3.5438, grad_norm: 2.3896 2020-07-25 14:51:38,849 - mmaction - INFO - Epoch [64][1620/3757] lr: 7.270e-02, eta: 3 days, 3:48:27, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4914, loss_cls: 3.5403, loss: 3.5403, grad_norm: 2.4529 2020-07-25 14:51:50,307 - mmaction - INFO - Epoch [64][1640/3757] lr: 7.270e-02, eta: 3 days, 3:48:11, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4836, loss_cls: 3.6002, loss: 3.6002, grad_norm: 2.3923 2020-07-25 14:52:01,732 - mmaction - INFO - Epoch [64][1660/3757] lr: 7.270e-02, eta: 3 days, 3:47:54, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4813, loss_cls: 3.6486, loss: 3.6486, grad_norm: 2.2917 2020-07-25 14:52:13,158 - mmaction - INFO - Epoch [64][1680/3757] lr: 7.270e-02, eta: 3 days, 3:47:37, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4852, loss_cls: 3.5758, loss: 3.5758, grad_norm: 2.3709 2020-07-25 14:52:24,483 - mmaction - INFO - Epoch [64][1700/3757] lr: 7.270e-02, eta: 3 days, 3:47:20, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.4945, loss_cls: 3.5464, loss: 3.5464, grad_norm: 2.3576 2020-07-25 14:52:35,918 - mmaction - INFO - Epoch [64][1720/3757] lr: 7.270e-02, eta: 3 days, 3:47:03, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4844, loss_cls: 3.6090, loss: 3.6090, grad_norm: 2.3572 2020-07-25 14:52:47,263 - mmaction - INFO - Epoch [64][1740/3757] lr: 7.270e-02, eta: 3 days, 3:46:46, time: 0.568, data_time: 0.001, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4680, loss_cls: 3.6124, loss: 3.6124, grad_norm: 2.3101 2020-07-25 14:52:58,694 - mmaction - INFO - Epoch [64][1760/3757] lr: 7.270e-02, eta: 3 days, 3:46:30, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5180, loss_cls: 3.4219, loss: 3.4219, grad_norm: 2.2810 2020-07-25 14:53:10,120 - mmaction - INFO - Epoch [64][1780/3757] lr: 7.270e-02, eta: 3 days, 3:46:13, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4898, loss_cls: 3.5953, loss: 3.5953, grad_norm: 2.4080 2020-07-25 14:53:21,680 - mmaction - INFO - Epoch [64][1800/3757] lr: 7.270e-02, eta: 3 days, 3:45:57, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4789, loss_cls: 3.6076, loss: 3.6076, grad_norm: 2.3820 2020-07-25 14:53:32,994 - mmaction - INFO - Epoch [64][1820/3757] lr: 7.270e-02, eta: 3 days, 3:45:40, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4938, loss_cls: 3.4927, loss: 3.4927, grad_norm: 2.3403 2020-07-25 14:53:44,433 - mmaction - INFO - Epoch [64][1840/3757] lr: 7.270e-02, eta: 3 days, 3:45:23, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2523, top5_acc: 0.5016, loss_cls: 3.5233, loss: 3.5233, grad_norm: 2.3254 2020-07-25 14:53:55,896 - mmaction - INFO - Epoch [64][1860/3757] lr: 7.270e-02, eta: 3 days, 3:45:07, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4961, loss_cls: 3.5264, loss: 3.5264, grad_norm: 2.3593 2020-07-25 14:54:07,262 - mmaction - INFO - Epoch [64][1880/3757] lr: 7.270e-02, eta: 3 days, 3:44:50, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5180, loss_cls: 3.4478, loss: 3.4478, grad_norm: 2.4088 2020-07-25 14:54:18,684 - mmaction - INFO - Epoch [64][1900/3757] lr: 7.270e-02, eta: 3 days, 3:44:33, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4789, loss_cls: 3.5247, loss: 3.5247, grad_norm: 2.4668 2020-07-25 14:54:30,102 - mmaction - INFO - Epoch [64][1920/3757] lr: 7.270e-02, eta: 3 days, 3:44:16, time: 0.571, data_time: 0.001, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4961, loss_cls: 3.5504, loss: 3.5504, grad_norm: 2.3729 2020-07-25 14:54:41,493 - mmaction - INFO - Epoch [64][1940/3757] lr: 7.270e-02, eta: 3 days, 3:43:59, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4844, loss_cls: 3.5230, loss: 3.5230, grad_norm: 2.3381 2020-07-25 14:54:52,897 - mmaction - INFO - Epoch [64][1960/3757] lr: 7.270e-02, eta: 3 days, 3:43:43, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4922, loss_cls: 3.5862, loss: 3.5862, grad_norm: 2.3561 2020-07-25 14:55:04,239 - mmaction - INFO - Epoch [64][1980/3757] lr: 7.270e-02, eta: 3 days, 3:43:26, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.5055, loss_cls: 3.5044, loss: 3.5044, grad_norm: 2.3304 2020-07-25 14:55:15,750 - mmaction - INFO - Epoch [64][2000/3757] lr: 7.270e-02, eta: 3 days, 3:43:09, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4828, loss_cls: 3.6007, loss: 3.6007, grad_norm: 2.3394 2020-07-25 14:55:27,253 - mmaction - INFO - Epoch [64][2020/3757] lr: 7.270e-02, eta: 3 days, 3:42:53, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5164, loss_cls: 3.4622, loss: 3.4622, grad_norm: 2.3232 2020-07-25 14:55:38,688 - mmaction - INFO - Epoch [64][2040/3757] lr: 7.270e-02, eta: 3 days, 3:42:36, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4656, loss_cls: 3.6323, loss: 3.6323, grad_norm: 2.3825 2020-07-25 14:55:50,192 - mmaction - INFO - Epoch [64][2060/3757] lr: 7.270e-02, eta: 3 days, 3:42:20, time: 0.575, data_time: 0.010, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4758, loss_cls: 3.5244, loss: 3.5244, grad_norm: 2.3396 2020-07-25 14:56:01,638 - mmaction - INFO - Epoch [64][2080/3757] lr: 7.270e-02, eta: 3 days, 3:42:03, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4938, loss_cls: 3.5696, loss: 3.5696, grad_norm: 2.3718 2020-07-25 14:56:13,065 - mmaction - INFO - Epoch [64][2100/3757] lr: 7.270e-02, eta: 3 days, 3:41:47, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4867, loss_cls: 3.5519, loss: 3.5519, grad_norm: 2.3537 2020-07-25 14:56:24,468 - mmaction - INFO - Epoch [64][2120/3757] lr: 7.270e-02, eta: 3 days, 3:41:30, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4719, loss_cls: 3.6138, loss: 3.6138, grad_norm: 2.3851 2020-07-25 14:56:35,945 - mmaction - INFO - Epoch [64][2140/3757] lr: 7.270e-02, eta: 3 days, 3:41:13, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4727, loss_cls: 3.6908, loss: 3.6908, grad_norm: 2.4163 2020-07-25 14:56:47,436 - mmaction - INFO - Epoch [64][2160/3757] lr: 7.270e-02, eta: 3 days, 3:40:57, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.4742, loss_cls: 3.6128, loss: 3.6128, grad_norm: 2.4265 2020-07-25 14:56:58,788 - mmaction - INFO - Epoch [64][2180/3757] lr: 7.270e-02, eta: 3 days, 3:40:40, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4875, loss_cls: 3.5399, loss: 3.5399, grad_norm: 2.3598 2020-07-25 14:57:10,268 - mmaction - INFO - Epoch [64][2200/3757] lr: 7.270e-02, eta: 3 days, 3:40:24, time: 0.574, data_time: 0.006, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4852, loss_cls: 3.5571, loss: 3.5571, grad_norm: 2.3452 2020-07-25 14:57:21,702 - mmaction - INFO - Epoch [64][2220/3757] lr: 7.270e-02, eta: 3 days, 3:40:07, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4805, loss_cls: 3.6615, loss: 3.6615, grad_norm: 2.3017 2020-07-25 14:57:33,069 - mmaction - INFO - Epoch [64][2240/3757] lr: 7.270e-02, eta: 3 days, 3:39:50, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.4953, loss_cls: 3.5247, loss: 3.5247, grad_norm: 2.3087 2020-07-25 14:57:44,574 - mmaction - INFO - Epoch [64][2260/3757] lr: 7.270e-02, eta: 3 days, 3:39:34, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4703, loss_cls: 3.6610, loss: 3.6610, grad_norm: 2.2987 2020-07-25 14:57:55,974 - mmaction - INFO - Epoch [64][2280/3757] lr: 7.270e-02, eta: 3 days, 3:39:17, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5211, loss_cls: 3.4710, loss: 3.4710, grad_norm: 2.3194 2020-07-25 14:58:07,433 - mmaction - INFO - Epoch [64][2300/3757] lr: 7.270e-02, eta: 3 days, 3:39:00, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4867, loss_cls: 3.5480, loss: 3.5480, grad_norm: 2.3966 2020-07-25 14:58:18,814 - mmaction - INFO - Epoch [64][2320/3757] lr: 7.270e-02, eta: 3 days, 3:38:44, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4688, loss_cls: 3.6407, loss: 3.6407, grad_norm: 2.3702 2020-07-25 14:58:30,418 - mmaction - INFO - Epoch [64][2340/3757] lr: 7.270e-02, eta: 3 days, 3:38:28, time: 0.579, data_time: 0.010, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4883, loss_cls: 3.5742, loss: 3.5742, grad_norm: 2.3137 2020-07-25 14:58:41,923 - mmaction - INFO - Epoch [64][2360/3757] lr: 7.270e-02, eta: 3 days, 3:38:11, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4867, loss_cls: 3.5712, loss: 3.5712, grad_norm: 2.3620 2020-07-25 14:58:53,356 - mmaction - INFO - Epoch [64][2380/3757] lr: 7.270e-02, eta: 3 days, 3:37:55, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4852, loss_cls: 3.5609, loss: 3.5609, grad_norm: 2.3896 2020-07-25 14:59:04,802 - mmaction - INFO - Epoch [64][2400/3757] lr: 7.270e-02, eta: 3 days, 3:37:38, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5180, loss_cls: 3.4226, loss: 3.4226, grad_norm: 2.2857 2020-07-25 14:59:16,310 - mmaction - INFO - Epoch [64][2420/3757] lr: 7.270e-02, eta: 3 days, 3:37:22, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.4953, loss_cls: 3.4999, loss: 3.4999, grad_norm: 2.3300 2020-07-25 14:59:27,770 - mmaction - INFO - Epoch [64][2440/3757] lr: 7.270e-02, eta: 3 days, 3:37:05, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.4984, loss_cls: 3.5077, loss: 3.5077, grad_norm: 2.3456 2020-07-25 14:59:39,176 - mmaction - INFO - Epoch [64][2460/3757] lr: 7.270e-02, eta: 3 days, 3:36:49, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4891, loss_cls: 3.5235, loss: 3.5235, grad_norm: 2.3031 2020-07-25 14:59:50,582 - mmaction - INFO - Epoch [64][2480/3757] lr: 7.270e-02, eta: 3 days, 3:36:32, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4844, loss_cls: 3.5770, loss: 3.5770, grad_norm: 2.3640 2020-07-25 15:00:02,124 - mmaction - INFO - Epoch [64][2500/3757] lr: 7.270e-02, eta: 3 days, 3:36:16, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4773, loss_cls: 3.7009, loss: 3.7009, grad_norm: 2.4024 2020-07-25 15:00:18,750 - mmaction - INFO - Epoch [64][2520/3757] lr: 7.270e-02, eta: 3 days, 3:36:20, time: 0.829, data_time: 0.001, memory: 5232, top1_acc: 0.2570, top5_acc: 0.5008, loss_cls: 3.4900, loss: 3.4900, grad_norm: 2.2904 2020-07-25 15:00:30,218 - mmaction - INFO - Epoch [64][2540/3757] lr: 7.270e-02, eta: 3 days, 3:36:04, time: 0.576, data_time: 0.006, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4750, loss_cls: 3.6366, loss: 3.6366, grad_norm: 2.3482 2020-07-25 15:00:41,619 - mmaction - INFO - Epoch [64][2560/3757] lr: 7.270e-02, eta: 3 days, 3:35:47, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4742, loss_cls: 3.5708, loss: 3.5708, grad_norm: 2.3602 2020-07-25 15:00:53,134 - mmaction - INFO - Epoch [64][2580/3757] lr: 7.270e-02, eta: 3 days, 3:35:31, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4781, loss_cls: 3.6290, loss: 3.6290, grad_norm: 2.3802 2020-07-25 15:01:04,610 - mmaction - INFO - Epoch [64][2600/3757] lr: 7.270e-02, eta: 3 days, 3:35:14, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5039, loss_cls: 3.4970, loss: 3.4970, grad_norm: 2.3208 2020-07-25 15:01:16,016 - mmaction - INFO - Epoch [64][2620/3757] lr: 7.270e-02, eta: 3 days, 3:34:58, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4961, loss_cls: 3.5890, loss: 3.5890, grad_norm: 2.2935 2020-07-25 15:01:27,392 - mmaction - INFO - Epoch [64][2640/3757] lr: 7.270e-02, eta: 3 days, 3:34:41, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4906, loss_cls: 3.5404, loss: 3.5404, grad_norm: 2.2968 2020-07-25 15:01:38,798 - mmaction - INFO - Epoch [64][2660/3757] lr: 7.270e-02, eta: 3 days, 3:34:24, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4688, loss_cls: 3.6602, loss: 3.6602, grad_norm: 2.3421 2020-07-25 15:01:50,175 - mmaction - INFO - Epoch [64][2680/3757] lr: 7.270e-02, eta: 3 days, 3:34:07, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2578, top5_acc: 0.5117, loss_cls: 3.4690, loss: 3.4690, grad_norm: 2.2856 2020-07-25 15:02:01,575 - mmaction - INFO - Epoch [64][2700/3757] lr: 7.270e-02, eta: 3 days, 3:33:51, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4672, loss_cls: 3.6253, loss: 3.6253, grad_norm: 2.3364 2020-07-25 15:02:12,967 - mmaction - INFO - Epoch [64][2720/3757] lr: 7.270e-02, eta: 3 days, 3:33:34, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4672, loss_cls: 3.5850, loss: 3.5850, grad_norm: 2.3201 2020-07-25 15:02:24,350 - mmaction - INFO - Epoch [64][2740/3757] lr: 7.270e-02, eta: 3 days, 3:33:17, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4609, loss_cls: 3.6637, loss: 3.6637, grad_norm: 2.3620 2020-07-25 15:02:35,783 - mmaction - INFO - Epoch [64][2760/3757] lr: 7.270e-02, eta: 3 days, 3:33:01, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4891, loss_cls: 3.5598, loss: 3.5598, grad_norm: 2.3285 2020-07-25 15:02:47,300 - mmaction - INFO - Epoch [64][2780/3757] lr: 7.270e-02, eta: 3 days, 3:32:44, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4930, loss_cls: 3.5430, loss: 3.5430, grad_norm: 2.3341 2020-07-25 15:02:58,780 - mmaction - INFO - Epoch [64][2800/3757] lr: 7.270e-02, eta: 3 days, 3:32:28, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.5016, loss_cls: 3.5486, loss: 3.5486, grad_norm: 2.3028 2020-07-25 15:03:10,128 - mmaction - INFO - Epoch [64][2820/3757] lr: 7.270e-02, eta: 3 days, 3:32:11, time: 0.568, data_time: 0.001, memory: 5232, top1_acc: 0.2594, top5_acc: 0.4977, loss_cls: 3.4680, loss: 3.4680, grad_norm: 2.3849 2020-07-25 15:03:21,723 - mmaction - INFO - Epoch [64][2840/3757] lr: 7.270e-02, eta: 3 days, 3:31:55, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5047, loss_cls: 3.4859, loss: 3.4859, grad_norm: 2.4225 2020-07-25 15:03:33,141 - mmaction - INFO - Epoch [64][2860/3757] lr: 7.270e-02, eta: 3 days, 3:31:38, time: 0.570, data_time: 0.001, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4766, loss_cls: 3.6465, loss: 3.6465, grad_norm: 2.3494 2020-07-25 15:03:44,553 - mmaction - INFO - Epoch [64][2880/3757] lr: 7.270e-02, eta: 3 days, 3:31:22, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4891, loss_cls: 3.5572, loss: 3.5572, grad_norm: 2.3273 2020-07-25 15:03:55,995 - mmaction - INFO - Epoch [64][2900/3757] lr: 7.270e-02, eta: 3 days, 3:31:05, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4781, loss_cls: 3.6266, loss: 3.6266, grad_norm: 2.3581 2020-07-25 15:04:07,491 - mmaction - INFO - Epoch [64][2920/3757] lr: 7.270e-02, eta: 3 days, 3:30:49, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.4922, loss_cls: 3.4662, loss: 3.4662, grad_norm: 2.3455 2020-07-25 15:04:18,961 - mmaction - INFO - Epoch [64][2940/3757] lr: 7.270e-02, eta: 3 days, 3:30:33, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.5039, loss_cls: 3.5197, loss: 3.5197, grad_norm: 2.3470 2020-07-25 15:04:30,407 - mmaction - INFO - Epoch [64][2960/3757] lr: 7.270e-02, eta: 3 days, 3:30:16, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4930, loss_cls: 3.5533, loss: 3.5533, grad_norm: 2.3723 2020-07-25 15:04:41,815 - mmaction - INFO - Epoch [64][2980/3757] lr: 7.270e-02, eta: 3 days, 3:29:59, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.4984, loss_cls: 3.4832, loss: 3.4832, grad_norm: 2.3742 2020-07-25 15:04:53,268 - mmaction - INFO - Epoch [64][3000/3757] lr: 7.270e-02, eta: 3 days, 3:29:43, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.4844, loss_cls: 3.5778, loss: 3.5778, grad_norm: 2.3684 2020-07-25 15:05:04,654 - mmaction - INFO - Epoch [64][3020/3757] lr: 7.270e-02, eta: 3 days, 3:29:26, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4922, loss_cls: 3.5366, loss: 3.5366, grad_norm: 2.3431 2020-07-25 15:05:16,142 - mmaction - INFO - Epoch [64][3040/3757] lr: 7.270e-02, eta: 3 days, 3:29:10, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4828, loss_cls: 3.6082, loss: 3.6082, grad_norm: 2.3649 2020-07-25 15:05:27,567 - mmaction - INFO - Epoch [64][3060/3757] lr: 7.270e-02, eta: 3 days, 3:28:53, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4648, loss_cls: 3.7028, loss: 3.7028, grad_norm: 2.3087 2020-07-25 15:05:38,923 - mmaction - INFO - Epoch [64][3080/3757] lr: 7.270e-02, eta: 3 days, 3:28:36, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4922, loss_cls: 3.4910, loss: 3.4910, grad_norm: 2.2537 2020-07-25 15:05:50,371 - mmaction - INFO - Epoch [64][3100/3757] lr: 7.270e-02, eta: 3 days, 3:28:20, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4727, loss_cls: 3.6001, loss: 3.6001, grad_norm: 2.3345 2020-07-25 15:06:01,835 - mmaction - INFO - Epoch [64][3120/3757] lr: 7.270e-02, eta: 3 days, 3:28:03, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5156, loss_cls: 3.4263, loss: 3.4263, grad_norm: 2.3150 2020-07-25 15:06:13,271 - mmaction - INFO - Epoch [64][3140/3757] lr: 7.270e-02, eta: 3 days, 3:27:47, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4625, loss_cls: 3.6134, loss: 3.6134, grad_norm: 2.3519 2020-07-25 15:06:24,658 - mmaction - INFO - Epoch [64][3160/3757] lr: 7.270e-02, eta: 3 days, 3:27:30, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4867, loss_cls: 3.5640, loss: 3.5640, grad_norm: 2.3384 2020-07-25 15:06:36,119 - mmaction - INFO - Epoch [64][3180/3757] lr: 7.270e-02, eta: 3 days, 3:27:14, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4914, loss_cls: 3.5801, loss: 3.5801, grad_norm: 2.3647 2020-07-25 15:06:47,586 - mmaction - INFO - Epoch [64][3200/3757] lr: 7.270e-02, eta: 3 days, 3:26:57, time: 0.573, data_time: 0.006, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4930, loss_cls: 3.4879, loss: 3.4879, grad_norm: 2.2954 2020-07-25 15:06:58,988 - mmaction - INFO - Epoch [64][3220/3757] lr: 7.270e-02, eta: 3 days, 3:26:41, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4742, loss_cls: 3.6234, loss: 3.6234, grad_norm: 2.3916 2020-07-25 15:07:10,501 - mmaction - INFO - Epoch [64][3240/3757] lr: 7.270e-02, eta: 3 days, 3:26:24, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.5016, loss_cls: 3.5429, loss: 3.5429, grad_norm: 2.3101 2020-07-25 15:07:22,111 - mmaction - INFO - Epoch [64][3260/3757] lr: 7.270e-02, eta: 3 days, 3:26:09, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4813, loss_cls: 3.5803, loss: 3.5803, grad_norm: 2.2979 2020-07-25 15:07:33,578 - mmaction - INFO - Epoch [64][3280/3757] lr: 7.270e-02, eta: 3 days, 3:25:52, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4664, loss_cls: 3.6417, loss: 3.6417, grad_norm: 2.3035 2020-07-25 15:07:44,965 - mmaction - INFO - Epoch [64][3300/3757] lr: 7.270e-02, eta: 3 days, 3:25:36, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4836, loss_cls: 3.6217, loss: 3.6217, grad_norm: 2.3958 2020-07-25 15:07:56,513 - mmaction - INFO - Epoch [64][3320/3757] lr: 7.270e-02, eta: 3 days, 3:25:19, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4852, loss_cls: 3.5905, loss: 3.5905, grad_norm: 2.3694 2020-07-25 15:08:07,917 - mmaction - INFO - Epoch [64][3340/3757] lr: 7.270e-02, eta: 3 days, 3:25:03, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4914, loss_cls: 3.5795, loss: 3.5795, grad_norm: 2.3356 2020-07-25 15:08:19,463 - mmaction - INFO - Epoch [64][3360/3757] lr: 7.270e-02, eta: 3 days, 3:24:47, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.4813, loss_cls: 3.5016, loss: 3.5016, grad_norm: 2.3737 2020-07-25 15:08:30,935 - mmaction - INFO - Epoch [64][3380/3757] lr: 7.270e-02, eta: 3 days, 3:24:30, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4797, loss_cls: 3.6004, loss: 3.6004, grad_norm: 2.3279 2020-07-25 15:08:42,684 - mmaction - INFO - Epoch [64][3400/3757] lr: 7.270e-02, eta: 3 days, 3:24:15, time: 0.587, data_time: 0.018, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4547, loss_cls: 3.6381, loss: 3.6381, grad_norm: 2.3872 2020-07-25 15:08:54,154 - mmaction - INFO - Epoch [64][3420/3757] lr: 7.270e-02, eta: 3 days, 3:23:59, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4625, loss_cls: 3.6019, loss: 3.6019, grad_norm: 2.3028 2020-07-25 15:09:05,613 - mmaction - INFO - Epoch [64][3440/3757] lr: 7.270e-02, eta: 3 days, 3:23:42, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4703, loss_cls: 3.6028, loss: 3.6028, grad_norm: 2.3268 2020-07-25 15:09:17,062 - mmaction - INFO - Epoch [64][3460/3757] lr: 7.270e-02, eta: 3 days, 3:23:26, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4938, loss_cls: 3.5017, loss: 3.5017, grad_norm: 2.3425 2020-07-25 15:09:28,518 - mmaction - INFO - Epoch [64][3480/3757] lr: 7.270e-02, eta: 3 days, 3:23:09, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5109, loss_cls: 3.5571, loss: 3.5571, grad_norm: 2.3825 2020-07-25 15:09:40,010 - mmaction - INFO - Epoch [64][3500/3757] lr: 7.270e-02, eta: 3 days, 3:22:53, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5062, loss_cls: 3.4204, loss: 3.4204, grad_norm: 2.3244 2020-07-25 15:09:51,402 - mmaction - INFO - Epoch [64][3520/3757] lr: 7.270e-02, eta: 3 days, 3:22:37, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4961, loss_cls: 3.5632, loss: 3.5632, grad_norm: 2.4690 2020-07-25 15:10:02,903 - mmaction - INFO - Epoch [64][3540/3757] lr: 7.270e-02, eta: 3 days, 3:22:20, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4922, loss_cls: 3.6017, loss: 3.6017, grad_norm: 2.4383 2020-07-25 15:10:14,320 - mmaction - INFO - Epoch [64][3560/3757] lr: 7.270e-02, eta: 3 days, 3:22:04, time: 0.571, data_time: 0.001, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4984, loss_cls: 3.4801, loss: 3.4801, grad_norm: 2.3127 2020-07-25 15:10:25,804 - mmaction - INFO - Epoch [64][3580/3757] lr: 7.270e-02, eta: 3 days, 3:21:47, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4813, loss_cls: 3.5806, loss: 3.5806, grad_norm: 2.3890 2020-07-25 15:10:37,325 - mmaction - INFO - Epoch [64][3600/3757] lr: 7.270e-02, eta: 3 days, 3:21:31, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4969, loss_cls: 3.5267, loss: 3.5267, grad_norm: 2.3522 2020-07-25 15:10:48,644 - mmaction - INFO - Epoch [64][3620/3757] lr: 7.270e-02, eta: 3 days, 3:21:14, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.4813, loss_cls: 3.5494, loss: 3.5494, grad_norm: 2.3537 2020-07-25 15:11:00,159 - mmaction - INFO - Epoch [64][3640/3757] lr: 7.270e-02, eta: 3 days, 3:20:58, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4977, loss_cls: 3.5602, loss: 3.5602, grad_norm: 2.3426 2020-07-25 15:11:11,659 - mmaction - INFO - Epoch [64][3660/3757] lr: 7.270e-02, eta: 3 days, 3:20:42, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.5016, loss_cls: 3.5623, loss: 3.5623, grad_norm: 2.3318 2020-07-25 15:11:23,106 - mmaction - INFO - Epoch [64][3680/3757] lr: 7.270e-02, eta: 3 days, 3:20:25, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.4953, loss_cls: 3.5427, loss: 3.5427, grad_norm: 2.3293 2020-07-25 15:11:34,700 - mmaction - INFO - Epoch [64][3700/3757] lr: 7.270e-02, eta: 3 days, 3:20:10, time: 0.580, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4633, loss_cls: 3.6838, loss: 3.6838, grad_norm: 2.3289 2020-07-25 15:11:46,120 - mmaction - INFO - Epoch [64][3720/3757] lr: 7.270e-02, eta: 3 days, 3:19:53, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4852, loss_cls: 3.6294, loss: 3.6294, grad_norm: 2.2628 2020-07-25 15:11:57,531 - mmaction - INFO - Epoch [64][3740/3757] lr: 7.270e-02, eta: 3 days, 3:19:36, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4852, loss_cls: 3.5729, loss: 3.5729, grad_norm: 2.2787 2020-07-25 15:15:12,938 - mmaction - INFO - Epoch [65][20/3757] lr: 7.192e-02, eta: 3 days, 3:29:35, time: 8.925, data_time: 8.237, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5016, loss_cls: 3.4683, loss: 3.4683, grad_norm: 2.3490 2020-07-25 15:15:24,224 - mmaction - INFO - Epoch [65][40/3757] lr: 7.192e-02, eta: 3 days, 3:29:18, time: 0.565, data_time: 0.004, memory: 5232, top1_acc: 0.2625, top5_acc: 0.4938, loss_cls: 3.4626, loss: 3.4626, grad_norm: 2.3475 2020-07-25 15:15:35,604 - mmaction - INFO - Epoch [65][60/3757] lr: 7.192e-02, eta: 3 days, 3:29:01, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4523, loss_cls: 3.6509, loss: 3.6509, grad_norm: 2.3554 2020-07-25 15:15:46,894 - mmaction - INFO - Epoch [65][80/3757] lr: 7.192e-02, eta: 3 days, 3:28:44, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4586, loss_cls: 3.6182, loss: 3.6182, grad_norm: 2.2559 2020-07-25 15:15:58,264 - mmaction - INFO - Epoch [65][100/3757] lr: 7.192e-02, eta: 3 days, 3:28:27, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.5281, loss_cls: 3.4151, loss: 3.4151, grad_norm: 2.3587 2020-07-25 15:16:09,650 - mmaction - INFO - Epoch [65][120/3757] lr: 7.192e-02, eta: 3 days, 3:28:10, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4938, loss_cls: 3.5224, loss: 3.5224, grad_norm: 2.4374 2020-07-25 15:16:20,994 - mmaction - INFO - Epoch [65][140/3757] lr: 7.192e-02, eta: 3 days, 3:27:53, time: 0.567, data_time: 0.001, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5000, loss_cls: 3.4481, loss: 3.4481, grad_norm: 2.3736 2020-07-25 15:16:32,357 - mmaction - INFO - Epoch [65][160/3757] lr: 7.192e-02, eta: 3 days, 3:27:36, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.5055, loss_cls: 3.5198, loss: 3.5198, grad_norm: 2.4439 2020-07-25 15:16:43,764 - mmaction - INFO - Epoch [65][180/3757] lr: 7.192e-02, eta: 3 days, 3:27:20, time: 0.570, data_time: 0.008, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4797, loss_cls: 3.5790, loss: 3.5790, grad_norm: 2.4803 2020-07-25 15:16:55,212 - mmaction - INFO - Epoch [65][200/3757] lr: 7.192e-02, eta: 3 days, 3:27:03, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4703, loss_cls: 3.6527, loss: 3.6527, grad_norm: 2.3985 2020-07-25 15:17:06,664 - mmaction - INFO - Epoch [65][220/3757] lr: 7.192e-02, eta: 3 days, 3:26:47, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4906, loss_cls: 3.5533, loss: 3.5533, grad_norm: 2.3648 2020-07-25 15:17:18,037 - mmaction - INFO - Epoch [65][240/3757] lr: 7.192e-02, eta: 3 days, 3:26:30, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.4844, loss_cls: 3.5364, loss: 3.5364, grad_norm: 2.4021 2020-07-25 15:17:29,423 - mmaction - INFO - Epoch [65][260/3757] lr: 7.192e-02, eta: 3 days, 3:26:13, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4945, loss_cls: 3.5281, loss: 3.5281, grad_norm: 2.3627 2020-07-25 15:17:40,786 - mmaction - INFO - Epoch [65][280/3757] lr: 7.192e-02, eta: 3 days, 3:25:56, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4844, loss_cls: 3.5880, loss: 3.5880, grad_norm: 2.3633 2020-07-25 15:17:52,166 - mmaction - INFO - Epoch [65][300/3757] lr: 7.192e-02, eta: 3 days, 3:25:39, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.4906, loss_cls: 3.5533, loss: 3.5533, grad_norm: 2.3552 2020-07-25 15:18:03,602 - mmaction - INFO - Epoch [65][320/3757] lr: 7.192e-02, eta: 3 days, 3:25:23, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.5188, loss_cls: 3.4160, loss: 3.4160, grad_norm: 2.3672 2020-07-25 15:18:14,999 - mmaction - INFO - Epoch [65][340/3757] lr: 7.192e-02, eta: 3 days, 3:25:06, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4742, loss_cls: 3.6253, loss: 3.6253, grad_norm: 2.3974 2020-07-25 15:18:26,348 - mmaction - INFO - Epoch [65][360/3757] lr: 7.192e-02, eta: 3 days, 3:24:49, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4656, loss_cls: 3.6693, loss: 3.6693, grad_norm: 2.3071 2020-07-25 15:18:37,771 - mmaction - INFO - Epoch [65][380/3757] lr: 7.192e-02, eta: 3 days, 3:24:32, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4641, loss_cls: 3.5467, loss: 3.5467, grad_norm: 2.3850 2020-07-25 15:18:49,146 - mmaction - INFO - Epoch [65][400/3757] lr: 7.192e-02, eta: 3 days, 3:24:16, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.2453, top5_acc: 0.5250, loss_cls: 3.4809, loss: 3.4809, grad_norm: 2.3250 2020-07-25 15:19:00,503 - mmaction - INFO - Epoch [65][420/3757] lr: 7.192e-02, eta: 3 days, 3:23:59, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4898, loss_cls: 3.5091, loss: 3.5091, grad_norm: 2.3803 2020-07-25 15:19:11,869 - mmaction - INFO - Epoch [65][440/3757] lr: 7.192e-02, eta: 3 days, 3:23:42, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4695, loss_cls: 3.6278, loss: 3.6278, grad_norm: 2.4360 2020-07-25 15:19:23,203 - mmaction - INFO - Epoch [65][460/3757] lr: 7.192e-02, eta: 3 days, 3:23:25, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.4969, loss_cls: 3.4751, loss: 3.4751, grad_norm: 2.2776 2020-07-25 15:19:34,570 - mmaction - INFO - Epoch [65][480/3757] lr: 7.192e-02, eta: 3 days, 3:23:08, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.5117, loss_cls: 3.5162, loss: 3.5162, grad_norm: 2.4277 2020-07-25 15:19:45,907 - mmaction - INFO - Epoch [65][500/3757] lr: 7.192e-02, eta: 3 days, 3:22:51, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.4977, loss_cls: 3.5039, loss: 3.5039, grad_norm: 2.3891 2020-07-25 15:19:57,238 - mmaction - INFO - Epoch [65][520/3757] lr: 7.192e-02, eta: 3 days, 3:22:34, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4930, loss_cls: 3.5308, loss: 3.5308, grad_norm: 2.3255 2020-07-25 15:20:08,697 - mmaction - INFO - Epoch [65][540/3757] lr: 7.192e-02, eta: 3 days, 3:22:17, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4797, loss_cls: 3.6261, loss: 3.6261, grad_norm: 2.4134 2020-07-25 15:20:20,124 - mmaction - INFO - Epoch [65][560/3757] lr: 7.192e-02, eta: 3 days, 3:22:01, time: 0.572, data_time: 0.010, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4547, loss_cls: 3.6202, loss: 3.6202, grad_norm: 2.3216 2020-07-25 15:20:31,514 - mmaction - INFO - Epoch [65][580/3757] lr: 7.192e-02, eta: 3 days, 3:21:44, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4945, loss_cls: 3.5268, loss: 3.5268, grad_norm: 2.2875 2020-07-25 15:20:42,903 - mmaction - INFO - Epoch [65][600/3757] lr: 7.192e-02, eta: 3 days, 3:21:27, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5047, loss_cls: 3.4831, loss: 3.4831, grad_norm: 2.3168 2020-07-25 15:20:54,304 - mmaction - INFO - Epoch [65][620/3757] lr: 7.192e-02, eta: 3 days, 3:21:11, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.5047, loss_cls: 3.5243, loss: 3.5243, grad_norm: 2.3479 2020-07-25 15:21:05,738 - mmaction - INFO - Epoch [65][640/3757] lr: 7.192e-02, eta: 3 days, 3:20:54, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.5070, loss_cls: 3.4738, loss: 3.4738, grad_norm: 2.3228 2020-07-25 15:21:17,141 - mmaction - INFO - Epoch [65][660/3757] lr: 7.192e-02, eta: 3 days, 3:20:37, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4789, loss_cls: 3.6472, loss: 3.6472, grad_norm: 2.4509 2020-07-25 15:21:28,417 - mmaction - INFO - Epoch [65][680/3757] lr: 7.192e-02, eta: 3 days, 3:20:20, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4969, loss_cls: 3.5278, loss: 3.5278, grad_norm: 2.2954 2020-07-25 15:21:39,738 - mmaction - INFO - Epoch [65][700/3757] lr: 7.192e-02, eta: 3 days, 3:20:03, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4969, loss_cls: 3.5669, loss: 3.5669, grad_norm: 2.5033 2020-07-25 15:21:51,285 - mmaction - INFO - Epoch [65][720/3757] lr: 7.192e-02, eta: 3 days, 3:19:47, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4719, loss_cls: 3.6240, loss: 3.6240, grad_norm: 2.4170 2020-07-25 15:22:02,672 - mmaction - INFO - Epoch [65][740/3757] lr: 7.192e-02, eta: 3 days, 3:19:30, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4719, loss_cls: 3.6429, loss: 3.6429, grad_norm: 2.3302 2020-07-25 15:22:14,119 - mmaction - INFO - Epoch [65][760/3757] lr: 7.192e-02, eta: 3 days, 3:19:14, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4797, loss_cls: 3.5795, loss: 3.5795, grad_norm: 2.2552 2020-07-25 15:22:25,419 - mmaction - INFO - Epoch [65][780/3757] lr: 7.192e-02, eta: 3 days, 3:18:57, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4852, loss_cls: 3.5482, loss: 3.5482, grad_norm: 2.3670 2020-07-25 15:22:36,941 - mmaction - INFO - Epoch [65][800/3757] lr: 7.192e-02, eta: 3 days, 3:18:41, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4750, loss_cls: 3.6595, loss: 3.6595, grad_norm: 2.3498 2020-07-25 15:22:48,393 - mmaction - INFO - Epoch [65][820/3757] lr: 7.192e-02, eta: 3 days, 3:18:24, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4992, loss_cls: 3.4651, loss: 3.4651, grad_norm: 2.3261 2020-07-25 15:22:59,864 - mmaction - INFO - Epoch [65][840/3757] lr: 7.192e-02, eta: 3 days, 3:18:08, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4914, loss_cls: 3.5407, loss: 3.5407, grad_norm: 2.3146 2020-07-25 15:23:11,252 - mmaction - INFO - Epoch [65][860/3757] lr: 7.192e-02, eta: 3 days, 3:17:51, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4523, loss_cls: 3.6663, loss: 3.6663, grad_norm: 2.3493 2020-07-25 15:23:22,640 - mmaction - INFO - Epoch [65][880/3757] lr: 7.192e-02, eta: 3 days, 3:17:34, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5211, loss_cls: 3.4525, loss: 3.4525, grad_norm: 2.3925 2020-07-25 15:23:34,025 - mmaction - INFO - Epoch [65][900/3757] lr: 7.192e-02, eta: 3 days, 3:17:17, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4695, loss_cls: 3.6230, loss: 3.6230, grad_norm: 2.3984 2020-07-25 15:23:45,446 - mmaction - INFO - Epoch [65][920/3757] lr: 7.192e-02, eta: 3 days, 3:17:01, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.4977, loss_cls: 3.4675, loss: 3.4675, grad_norm: 2.3635 2020-07-25 15:23:56,909 - mmaction - INFO - Epoch [65][940/3757] lr: 7.192e-02, eta: 3 days, 3:16:44, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4898, loss_cls: 3.5299, loss: 3.5299, grad_norm: 2.3458 2020-07-25 15:24:08,377 - mmaction - INFO - Epoch [65][960/3757] lr: 7.192e-02, eta: 3 days, 3:16:28, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4859, loss_cls: 3.5975, loss: 3.5975, grad_norm: 2.3705 2020-07-25 15:24:19,803 - mmaction - INFO - Epoch [65][980/3757] lr: 7.192e-02, eta: 3 days, 3:16:11, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4852, loss_cls: 3.5637, loss: 3.5637, grad_norm: 2.3782 2020-07-25 15:24:31,202 - mmaction - INFO - Epoch [65][1000/3757] lr: 7.192e-02, eta: 3 days, 3:15:55, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4766, loss_cls: 3.5812, loss: 3.5812, grad_norm: 2.3498 2020-07-25 15:24:42,790 - mmaction - INFO - Epoch [65][1020/3757] lr: 7.192e-02, eta: 3 days, 3:15:39, time: 0.579, data_time: 0.002, memory: 5232, top1_acc: 0.2539, top5_acc: 0.5102, loss_cls: 3.4531, loss: 3.4531, grad_norm: 2.3622 2020-07-25 15:24:54,315 - mmaction - INFO - Epoch [65][1040/3757] lr: 7.192e-02, eta: 3 days, 3:15:23, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4734, loss_cls: 3.6311, loss: 3.6311, grad_norm: 2.3836 2020-07-25 15:25:05,767 - mmaction - INFO - Epoch [65][1060/3757] lr: 7.192e-02, eta: 3 days, 3:15:06, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4656, loss_cls: 3.6304, loss: 3.6304, grad_norm: 2.3988 2020-07-25 15:25:17,233 - mmaction - INFO - Epoch [65][1080/3757] lr: 7.192e-02, eta: 3 days, 3:14:50, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4984, loss_cls: 3.5323, loss: 3.5323, grad_norm: 2.3872 2020-07-25 15:25:28,684 - mmaction - INFO - Epoch [65][1100/3757] lr: 7.192e-02, eta: 3 days, 3:14:33, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4688, loss_cls: 3.6819, loss: 3.6819, grad_norm: 2.3651 2020-07-25 15:25:40,032 - mmaction - INFO - Epoch [65][1120/3757] lr: 7.192e-02, eta: 3 days, 3:14:17, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4813, loss_cls: 3.5741, loss: 3.5741, grad_norm: 2.3073 2020-07-25 15:25:51,440 - mmaction - INFO - Epoch [65][1140/3757] lr: 7.192e-02, eta: 3 days, 3:14:00, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5023, loss_cls: 3.4352, loss: 3.4352, grad_norm: 2.3859 2020-07-25 15:26:02,769 - mmaction - INFO - Epoch [65][1160/3757] lr: 7.192e-02, eta: 3 days, 3:13:43, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4914, loss_cls: 3.5501, loss: 3.5501, grad_norm: 2.4076 2020-07-25 15:26:14,144 - mmaction - INFO - Epoch [65][1180/3757] lr: 7.192e-02, eta: 3 days, 3:13:26, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4766, loss_cls: 3.5555, loss: 3.5555, grad_norm: 2.3640 2020-07-25 15:26:25,636 - mmaction - INFO - Epoch [65][1200/3757] lr: 7.192e-02, eta: 3 days, 3:13:10, time: 0.575, data_time: 0.007, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5055, loss_cls: 3.4836, loss: 3.4836, grad_norm: 2.3397 2020-07-25 15:26:36,987 - mmaction - INFO - Epoch [65][1220/3757] lr: 7.192e-02, eta: 3 days, 3:12:53, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.4813, loss_cls: 3.5875, loss: 3.5875, grad_norm: 2.3607 2020-07-25 15:26:48,516 - mmaction - INFO - Epoch [65][1240/3757] lr: 7.192e-02, eta: 3 days, 3:12:37, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4914, loss_cls: 3.5655, loss: 3.5655, grad_norm: 2.3475 2020-07-25 15:27:00,018 - mmaction - INFO - Epoch [65][1260/3757] lr: 7.192e-02, eta: 3 days, 3:12:21, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.5070, loss_cls: 3.5107, loss: 3.5107, grad_norm: 2.3051 2020-07-25 15:27:11,438 - mmaction - INFO - Epoch [65][1280/3757] lr: 7.192e-02, eta: 3 days, 3:12:04, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4898, loss_cls: 3.5154, loss: 3.5154, grad_norm: 2.4127 2020-07-25 15:27:22,884 - mmaction - INFO - Epoch [65][1300/3757] lr: 7.192e-02, eta: 3 days, 3:11:48, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.4875, loss_cls: 3.5118, loss: 3.5118, grad_norm: 2.3679 2020-07-25 15:27:34,286 - mmaction - INFO - Epoch [65][1320/3757] lr: 7.192e-02, eta: 3 days, 3:11:31, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4891, loss_cls: 3.5428, loss: 3.5428, grad_norm: 2.3739 2020-07-25 15:27:45,649 - mmaction - INFO - Epoch [65][1340/3757] lr: 7.192e-02, eta: 3 days, 3:11:14, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4727, loss_cls: 3.6194, loss: 3.6194, grad_norm: 2.3494 2020-07-25 15:27:57,069 - mmaction - INFO - Epoch [65][1360/3757] lr: 7.192e-02, eta: 3 days, 3:10:58, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4969, loss_cls: 3.5171, loss: 3.5171, grad_norm: 2.3185 2020-07-25 15:28:08,584 - mmaction - INFO - Epoch [65][1380/3757] lr: 7.192e-02, eta: 3 days, 3:10:42, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4656, loss_cls: 3.6518, loss: 3.6518, grad_norm: 2.3734 2020-07-25 15:28:19,962 - mmaction - INFO - Epoch [65][1400/3757] lr: 7.192e-02, eta: 3 days, 3:10:25, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5148, loss_cls: 3.4187, loss: 3.4187, grad_norm: 2.3737 2020-07-25 15:28:31,430 - mmaction - INFO - Epoch [65][1420/3757] lr: 7.192e-02, eta: 3 days, 3:10:08, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.4906, loss_cls: 3.5183, loss: 3.5183, grad_norm: 2.4255 2020-07-25 15:28:42,770 - mmaction - INFO - Epoch [65][1440/3757] lr: 7.192e-02, eta: 3 days, 3:09:52, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.5078, loss_cls: 3.5198, loss: 3.5198, grad_norm: 2.3316 2020-07-25 15:28:54,176 - mmaction - INFO - Epoch [65][1460/3757] lr: 7.192e-02, eta: 3 days, 3:09:35, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5086, loss_cls: 3.4654, loss: 3.4654, grad_norm: 2.3587 2020-07-25 15:29:05,598 - mmaction - INFO - Epoch [65][1480/3757] lr: 7.192e-02, eta: 3 days, 3:09:18, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4766, loss_cls: 3.6193, loss: 3.6193, grad_norm: 2.3532 2020-07-25 15:29:17,096 - mmaction - INFO - Epoch [65][1500/3757] lr: 7.192e-02, eta: 3 days, 3:09:02, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4883, loss_cls: 3.5464, loss: 3.5464, grad_norm: 2.3108 2020-07-25 15:29:28,607 - mmaction - INFO - Epoch [65][1520/3757] lr: 7.192e-02, eta: 3 days, 3:08:46, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4867, loss_cls: 3.5463, loss: 3.5463, grad_norm: 2.3295 2020-07-25 15:29:40,047 - mmaction - INFO - Epoch [65][1540/3757] lr: 7.192e-02, eta: 3 days, 3:08:30, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4820, loss_cls: 3.5183, loss: 3.5183, grad_norm: 2.3654 2020-07-25 15:29:51,300 - mmaction - INFO - Epoch [65][1560/3757] lr: 7.192e-02, eta: 3 days, 3:08:12, time: 0.562, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4805, loss_cls: 3.5748, loss: 3.5748, grad_norm: 2.2853 2020-07-25 15:30:02,745 - mmaction - INFO - Epoch [65][1580/3757] lr: 7.192e-02, eta: 3 days, 3:07:56, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4688, loss_cls: 3.6409, loss: 3.6409, grad_norm: 2.4415 2020-07-25 15:30:14,003 - mmaction - INFO - Epoch [65][1600/3757] lr: 7.192e-02, eta: 3 days, 3:07:39, time: 0.563, data_time: 0.001, memory: 5232, top1_acc: 0.2570, top5_acc: 0.4906, loss_cls: 3.4852, loss: 3.4852, grad_norm: 2.3131 2020-07-25 15:30:25,536 - mmaction - INFO - Epoch [65][1620/3757] lr: 7.192e-02, eta: 3 days, 3:07:23, time: 0.577, data_time: 0.012, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4867, loss_cls: 3.6245, loss: 3.6245, grad_norm: 2.3745 2020-07-25 15:30:36,962 - mmaction - INFO - Epoch [65][1640/3757] lr: 7.192e-02, eta: 3 days, 3:07:06, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4805, loss_cls: 3.5832, loss: 3.5832, grad_norm: 2.2911 2020-07-25 15:30:48,372 - mmaction - INFO - Epoch [65][1660/3757] lr: 7.192e-02, eta: 3 days, 3:06:50, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.5086, loss_cls: 3.4596, loss: 3.4596, grad_norm: 2.3171 2020-07-25 15:30:59,776 - mmaction - INFO - Epoch [65][1680/3757] lr: 7.192e-02, eta: 3 days, 3:06:33, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.4820, loss_cls: 3.5798, loss: 3.5798, grad_norm: 2.3333 2020-07-25 15:31:11,196 - mmaction - INFO - Epoch [65][1700/3757] lr: 7.192e-02, eta: 3 days, 3:06:16, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4867, loss_cls: 3.5557, loss: 3.5557, grad_norm: 2.3004 2020-07-25 15:31:22,626 - mmaction - INFO - Epoch [65][1720/3757] lr: 7.192e-02, eta: 3 days, 3:06:00, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.5055, loss_cls: 3.4888, loss: 3.4888, grad_norm: 2.3918 2020-07-25 15:31:34,073 - mmaction - INFO - Epoch [65][1740/3757] lr: 7.192e-02, eta: 3 days, 3:05:44, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.5062, loss_cls: 3.4987, loss: 3.4987, grad_norm: 2.3989 2020-07-25 15:31:45,456 - mmaction - INFO - Epoch [65][1760/3757] lr: 7.192e-02, eta: 3 days, 3:05:27, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2445, top5_acc: 0.5039, loss_cls: 3.4836, loss: 3.4836, grad_norm: 2.4077 2020-07-25 15:31:56,996 - mmaction - INFO - Epoch [65][1780/3757] lr: 7.192e-02, eta: 3 days, 3:05:11, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5078, loss_cls: 3.4147, loss: 3.4147, grad_norm: 2.3595 2020-07-25 15:32:08,396 - mmaction - INFO - Epoch [65][1800/3757] lr: 7.192e-02, eta: 3 days, 3:04:54, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4844, loss_cls: 3.5982, loss: 3.5982, grad_norm: 2.3774 2020-07-25 15:32:19,766 - mmaction - INFO - Epoch [65][1820/3757] lr: 7.192e-02, eta: 3 days, 3:04:38, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4648, loss_cls: 3.6475, loss: 3.6475, grad_norm: 2.4033 2020-07-25 15:32:31,187 - mmaction - INFO - Epoch [65][1840/3757] lr: 7.192e-02, eta: 3 days, 3:04:21, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.5047, loss_cls: 3.5314, loss: 3.5314, grad_norm: 2.3054 2020-07-25 15:32:42,660 - mmaction - INFO - Epoch [65][1860/3757] lr: 7.192e-02, eta: 3 days, 3:04:05, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4836, loss_cls: 3.5351, loss: 3.5351, grad_norm: 2.4202 2020-07-25 15:32:53,982 - mmaction - INFO - Epoch [65][1880/3757] lr: 7.192e-02, eta: 3 days, 3:03:48, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4766, loss_cls: 3.6000, loss: 3.6000, grad_norm: 2.3906 2020-07-25 15:33:05,505 - mmaction - INFO - Epoch [65][1900/3757] lr: 7.192e-02, eta: 3 days, 3:03:32, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.5000, loss_cls: 3.4583, loss: 3.4583, grad_norm: 2.3024 2020-07-25 15:33:17,077 - mmaction - INFO - Epoch [65][1920/3757] lr: 7.192e-02, eta: 3 days, 3:03:16, time: 0.578, data_time: 0.002, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4766, loss_cls: 3.6433, loss: 3.6433, grad_norm: 2.4658 2020-07-25 15:33:28,496 - mmaction - INFO - Epoch [65][1940/3757] lr: 7.192e-02, eta: 3 days, 3:02:59, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5070, loss_cls: 3.5109, loss: 3.5109, grad_norm: 2.3302 2020-07-25 15:33:39,910 - mmaction - INFO - Epoch [65][1960/3757] lr: 7.192e-02, eta: 3 days, 3:02:43, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4906, loss_cls: 3.6330, loss: 3.6330, grad_norm: 2.4093 2020-07-25 15:33:51,242 - mmaction - INFO - Epoch [65][1980/3757] lr: 7.192e-02, eta: 3 days, 3:02:26, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.5133, loss_cls: 3.4664, loss: 3.4664, grad_norm: 2.3608 2020-07-25 15:34:02,668 - mmaction - INFO - Epoch [65][2000/3757] lr: 7.192e-02, eta: 3 days, 3:02:10, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.4773, loss_cls: 3.5296, loss: 3.5296, grad_norm: 2.3377 2020-07-25 15:34:14,015 - mmaction - INFO - Epoch [65][2020/3757] lr: 7.192e-02, eta: 3 days, 3:01:53, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.5047, loss_cls: 3.5128, loss: 3.5128, grad_norm: 2.3481 2020-07-25 15:34:25,374 - mmaction - INFO - Epoch [65][2040/3757] lr: 7.192e-02, eta: 3 days, 3:01:36, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4969, loss_cls: 3.5170, loss: 3.5170, grad_norm: 2.3826 2020-07-25 15:34:36,824 - mmaction - INFO - Epoch [65][2060/3757] lr: 7.192e-02, eta: 3 days, 3:01:20, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4813, loss_cls: 3.5526, loss: 3.5526, grad_norm: 2.3830 2020-07-25 15:34:48,319 - mmaction - INFO - Epoch [65][2080/3757] lr: 7.192e-02, eta: 3 days, 3:01:03, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4977, loss_cls: 3.5385, loss: 3.5385, grad_norm: 2.3491 2020-07-25 15:34:59,733 - mmaction - INFO - Epoch [65][2100/3757] lr: 7.192e-02, eta: 3 days, 3:00:47, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4734, loss_cls: 3.5773, loss: 3.5773, grad_norm: 2.3442 2020-07-25 15:35:11,117 - mmaction - INFO - Epoch [65][2120/3757] lr: 7.192e-02, eta: 3 days, 3:00:30, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4617, loss_cls: 3.6971, loss: 3.6971, grad_norm: 2.3497 2020-07-25 15:35:22,520 - mmaction - INFO - Epoch [65][2140/3757] lr: 7.192e-02, eta: 3 days, 3:00:14, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4703, loss_cls: 3.6365, loss: 3.6365, grad_norm: 2.3011 2020-07-25 15:35:33,837 - mmaction - INFO - Epoch [65][2160/3757] lr: 7.192e-02, eta: 3 days, 2:59:57, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4813, loss_cls: 3.6244, loss: 3.6244, grad_norm: 2.3059 2020-07-25 15:35:45,300 - mmaction - INFO - Epoch [65][2180/3757] lr: 7.192e-02, eta: 3 days, 2:59:41, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4711, loss_cls: 3.6239, loss: 3.6239, grad_norm: 2.3653 2020-07-25 15:35:56,697 - mmaction - INFO - Epoch [65][2200/3757] lr: 7.192e-02, eta: 3 days, 2:59:24, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.4898, loss_cls: 3.5198, loss: 3.5198, grad_norm: 2.2786 2020-07-25 15:36:08,143 - mmaction - INFO - Epoch [65][2220/3757] lr: 7.192e-02, eta: 3 days, 2:59:08, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4727, loss_cls: 3.6225, loss: 3.6225, grad_norm: 2.4136 2020-07-25 15:36:19,546 - mmaction - INFO - Epoch [65][2240/3757] lr: 7.192e-02, eta: 3 days, 2:58:51, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.5164, loss_cls: 3.4352, loss: 3.4352, grad_norm: 2.3551 2020-07-25 15:36:30,932 - mmaction - INFO - Epoch [65][2260/3757] lr: 7.192e-02, eta: 3 days, 2:58:34, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.4922, loss_cls: 3.5180, loss: 3.5180, grad_norm: 2.4642 2020-07-25 15:36:42,337 - mmaction - INFO - Epoch [65][2280/3757] lr: 7.192e-02, eta: 3 days, 2:58:18, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4914, loss_cls: 3.5794, loss: 3.5794, grad_norm: 2.3988 2020-07-25 15:36:53,804 - mmaction - INFO - Epoch [65][2300/3757] lr: 7.192e-02, eta: 3 days, 2:58:02, time: 0.574, data_time: 0.006, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4820, loss_cls: 3.6026, loss: 3.6026, grad_norm: 2.3496 2020-07-25 15:37:05,262 - mmaction - INFO - Epoch [65][2320/3757] lr: 7.192e-02, eta: 3 days, 2:57:45, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.5133, loss_cls: 3.5384, loss: 3.5384, grad_norm: 2.3781 2020-07-25 15:37:16,634 - mmaction - INFO - Epoch [65][2340/3757] lr: 7.192e-02, eta: 3 days, 2:57:29, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4734, loss_cls: 3.6059, loss: 3.6059, grad_norm: 2.3597 2020-07-25 15:37:28,113 - mmaction - INFO - Epoch [65][2360/3757] lr: 7.192e-02, eta: 3 days, 2:57:12, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4813, loss_cls: 3.5655, loss: 3.5655, grad_norm: 2.3141 2020-07-25 15:37:39,606 - mmaction - INFO - Epoch [65][2380/3757] lr: 7.192e-02, eta: 3 days, 2:56:56, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4969, loss_cls: 3.5222, loss: 3.5222, grad_norm: 2.3498 2020-07-25 15:37:51,048 - mmaction - INFO - Epoch [65][2400/3757] lr: 7.192e-02, eta: 3 days, 2:56:40, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4945, loss_cls: 3.5105, loss: 3.5105, grad_norm: 2.3259 2020-07-25 15:38:02,500 - mmaction - INFO - Epoch [65][2420/3757] lr: 7.192e-02, eta: 3 days, 2:56:24, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.5078, loss_cls: 3.4630, loss: 3.4630, grad_norm: 2.3298 2020-07-25 15:38:13,953 - mmaction - INFO - Epoch [65][2440/3757] lr: 7.192e-02, eta: 3 days, 2:56:07, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4742, loss_cls: 3.6555, loss: 3.6555, grad_norm: 2.4426 2020-07-25 15:38:25,373 - mmaction - INFO - Epoch [65][2460/3757] lr: 7.192e-02, eta: 3 days, 2:55:51, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4805, loss_cls: 3.5810, loss: 3.5810, grad_norm: 2.3781 2020-07-25 15:38:36,587 - mmaction - INFO - Epoch [65][2480/3757] lr: 7.192e-02, eta: 3 days, 2:55:34, time: 0.560, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4805, loss_cls: 3.6389, loss: 3.6389, grad_norm: 2.4218 2020-07-25 15:38:48,099 - mmaction - INFO - Epoch [65][2500/3757] lr: 7.192e-02, eta: 3 days, 2:55:17, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4945, loss_cls: 3.5789, loss: 3.5789, grad_norm: 2.3158 2020-07-25 15:38:59,566 - mmaction - INFO - Epoch [65][2520/3757] lr: 7.192e-02, eta: 3 days, 2:55:01, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.5125, loss_cls: 3.5401, loss: 3.5401, grad_norm: 2.3033 2020-07-25 15:39:10,945 - mmaction - INFO - Epoch [65][2540/3757] lr: 7.192e-02, eta: 3 days, 2:54:45, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4945, loss_cls: 3.5690, loss: 3.5690, grad_norm: 2.3574 2020-07-25 15:39:22,338 - mmaction - INFO - Epoch [65][2560/3757] lr: 7.192e-02, eta: 3 days, 2:54:28, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4688, loss_cls: 3.5902, loss: 3.5902, grad_norm: 2.2982 2020-07-25 15:39:33,809 - mmaction - INFO - Epoch [65][2580/3757] lr: 7.192e-02, eta: 3 days, 2:54:12, time: 0.573, data_time: 0.007, memory: 5232, top1_acc: 0.2484, top5_acc: 0.5086, loss_cls: 3.5118, loss: 3.5118, grad_norm: 2.4123 2020-07-25 15:39:45,186 - mmaction - INFO - Epoch [65][2600/3757] lr: 7.192e-02, eta: 3 days, 2:53:55, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4688, loss_cls: 3.6179, loss: 3.6179, grad_norm: 2.3597 2020-07-25 15:39:56,455 - mmaction - INFO - Epoch [65][2620/3757] lr: 7.192e-02, eta: 3 days, 2:53:38, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4617, loss_cls: 3.6589, loss: 3.6589, grad_norm: 2.3297 2020-07-25 15:40:07,818 - mmaction - INFO - Epoch [65][2640/3757] lr: 7.192e-02, eta: 3 days, 2:53:21, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4875, loss_cls: 3.5649, loss: 3.5649, grad_norm: 2.3244 2020-07-25 15:40:19,236 - mmaction - INFO - Epoch [65][2660/3757] lr: 7.192e-02, eta: 3 days, 2:53:05, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4562, loss_cls: 3.6497, loss: 3.6497, grad_norm: 2.3826 2020-07-25 15:40:30,669 - mmaction - INFO - Epoch [65][2680/3757] lr: 7.192e-02, eta: 3 days, 2:52:49, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4875, loss_cls: 3.5587, loss: 3.5587, grad_norm: 2.3373 2020-07-25 15:40:41,979 - mmaction - INFO - Epoch [65][2700/3757] lr: 7.192e-02, eta: 3 days, 2:52:32, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4891, loss_cls: 3.5593, loss: 3.5593, grad_norm: 2.3311 2020-07-25 15:40:53,350 - mmaction - INFO - Epoch [65][2720/3757] lr: 7.192e-02, eta: 3 days, 2:52:15, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.5070, loss_cls: 3.5002, loss: 3.5002, grad_norm: 2.3772 2020-07-25 15:41:04,715 - mmaction - INFO - Epoch [65][2740/3757] lr: 7.192e-02, eta: 3 days, 2:51:59, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.5117, loss_cls: 3.4693, loss: 3.4693, grad_norm: 2.3643 2020-07-25 15:41:15,957 - mmaction - INFO - Epoch [65][2760/3757] lr: 7.192e-02, eta: 3 days, 2:51:41, time: 0.562, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4914, loss_cls: 3.5356, loss: 3.5356, grad_norm: 2.3632 2020-07-25 15:41:27,320 - mmaction - INFO - Epoch [65][2780/3757] lr: 7.192e-02, eta: 3 days, 2:51:25, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4781, loss_cls: 3.5395, loss: 3.5395, grad_norm: 2.3861 2020-07-25 15:41:38,693 - mmaction - INFO - Epoch [65][2800/3757] lr: 7.192e-02, eta: 3 days, 2:51:08, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4711, loss_cls: 3.6368, loss: 3.6368, grad_norm: 2.4037 2020-07-25 15:41:49,998 - mmaction - INFO - Epoch [65][2820/3757] lr: 7.192e-02, eta: 3 days, 2:50:51, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4750, loss_cls: 3.6091, loss: 3.6091, grad_norm: 2.3795 2020-07-25 15:42:01,431 - mmaction - INFO - Epoch [65][2840/3757] lr: 7.192e-02, eta: 3 days, 2:50:35, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4852, loss_cls: 3.5874, loss: 3.5874, grad_norm: 2.3229 2020-07-25 15:42:12,842 - mmaction - INFO - Epoch [65][2860/3757] lr: 7.192e-02, eta: 3 days, 2:50:18, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4961, loss_cls: 3.5623, loss: 3.5623, grad_norm: 2.3009 2020-07-25 15:42:24,200 - mmaction - INFO - Epoch [65][2880/3757] lr: 7.192e-02, eta: 3 days, 2:50:02, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4867, loss_cls: 3.5484, loss: 3.5484, grad_norm: 2.2826 2020-07-25 15:42:35,730 - mmaction - INFO - Epoch [65][2900/3757] lr: 7.192e-02, eta: 3 days, 2:49:46, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4656, loss_cls: 3.6134, loss: 3.6134, grad_norm: 2.3894 2020-07-25 15:42:47,064 - mmaction - INFO - Epoch [65][2920/3757] lr: 7.192e-02, eta: 3 days, 2:49:29, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4898, loss_cls: 3.5948, loss: 3.5948, grad_norm: 2.3285 2020-07-25 15:42:58,426 - mmaction - INFO - Epoch [65][2940/3757] lr: 7.192e-02, eta: 3 days, 2:49:12, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4742, loss_cls: 3.6234, loss: 3.6234, grad_norm: 2.2723 2020-07-25 15:43:09,891 - mmaction - INFO - Epoch [65][2960/3757] lr: 7.192e-02, eta: 3 days, 2:48:56, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4484, loss_cls: 3.6017, loss: 3.6017, grad_norm: 2.3041 2020-07-25 15:43:21,302 - mmaction - INFO - Epoch [65][2980/3757] lr: 7.192e-02, eta: 3 days, 2:48:40, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.5039, loss_cls: 3.4753, loss: 3.4753, grad_norm: 2.3196 2020-07-25 15:43:32,650 - mmaction - INFO - Epoch [65][3000/3757] lr: 7.192e-02, eta: 3 days, 2:48:23, time: 0.568, data_time: 0.001, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4836, loss_cls: 3.6068, loss: 3.6068, grad_norm: 2.3793 2020-07-25 15:43:44,113 - mmaction - INFO - Epoch [65][3020/3757] lr: 7.192e-02, eta: 3 days, 2:48:07, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4906, loss_cls: 3.5556, loss: 3.5556, grad_norm: 2.3550 2020-07-25 15:43:55,466 - mmaction - INFO - Epoch [65][3040/3757] lr: 7.192e-02, eta: 3 days, 2:47:50, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5070, loss_cls: 3.4915, loss: 3.4915, grad_norm: 2.3126 2020-07-25 15:44:06,811 - mmaction - INFO - Epoch [65][3060/3757] lr: 7.192e-02, eta: 3 days, 2:47:33, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.5016, loss_cls: 3.5251, loss: 3.5251, grad_norm: 2.3631 2020-07-25 15:44:18,159 - mmaction - INFO - Epoch [65][3080/3757] lr: 7.192e-02, eta: 3 days, 2:47:17, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4805, loss_cls: 3.6318, loss: 3.6318, grad_norm: 2.3478 2020-07-25 15:44:29,649 - mmaction - INFO - Epoch [65][3100/3757] lr: 7.192e-02, eta: 3 days, 2:47:01, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4922, loss_cls: 3.5552, loss: 3.5552, grad_norm: 2.2843 2020-07-25 15:44:41,045 - mmaction - INFO - Epoch [65][3120/3757] lr: 7.192e-02, eta: 3 days, 2:46:44, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.4992, loss_cls: 3.5189, loss: 3.5189, grad_norm: 2.3397 2020-07-25 15:44:52,520 - mmaction - INFO - Epoch [65][3140/3757] lr: 7.192e-02, eta: 3 days, 2:46:28, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.5000, loss_cls: 3.5502, loss: 3.5502, grad_norm: 2.4260 2020-07-25 15:45:04,040 - mmaction - INFO - Epoch [65][3160/3757] lr: 7.192e-02, eta: 3 days, 2:46:12, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.5070, loss_cls: 3.4705, loss: 3.4705, grad_norm: 2.4102 2020-07-25 15:45:15,439 - mmaction - INFO - Epoch [65][3180/3757] lr: 7.192e-02, eta: 3 days, 2:45:55, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.4891, loss_cls: 3.5797, loss: 3.5797, grad_norm: 2.3700 2020-07-25 15:45:26,916 - mmaction - INFO - Epoch [65][3200/3757] lr: 7.192e-02, eta: 3 days, 2:45:39, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4820, loss_cls: 3.5680, loss: 3.5680, grad_norm: 2.3260 2020-07-25 15:45:38,232 - mmaction - INFO - Epoch [65][3220/3757] lr: 7.192e-02, eta: 3 days, 2:45:23, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4844, loss_cls: 3.5285, loss: 3.5285, grad_norm: 2.3042 2020-07-25 15:45:49,536 - mmaction - INFO - Epoch [65][3240/3757] lr: 7.192e-02, eta: 3 days, 2:45:06, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4813, loss_cls: 3.5780, loss: 3.5780, grad_norm: 2.4445 2020-07-25 15:46:00,805 - mmaction - INFO - Epoch [65][3260/3757] lr: 7.192e-02, eta: 3 days, 2:44:49, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4727, loss_cls: 3.6208, loss: 3.6208, grad_norm: 2.4086 2020-07-25 15:46:12,223 - mmaction - INFO - Epoch [65][3280/3757] lr: 7.192e-02, eta: 3 days, 2:44:32, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5000, loss_cls: 3.4736, loss: 3.4736, grad_norm: 2.2785 2020-07-25 15:46:23,705 - mmaction - INFO - Epoch [65][3300/3757] lr: 7.192e-02, eta: 3 days, 2:44:16, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4758, loss_cls: 3.6098, loss: 3.6098, grad_norm: 2.3007 2020-07-25 15:46:35,093 - mmaction - INFO - Epoch [65][3320/3757] lr: 7.192e-02, eta: 3 days, 2:44:00, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4633, loss_cls: 3.6762, loss: 3.6762, grad_norm: 2.3939 2020-07-25 15:46:46,417 - mmaction - INFO - Epoch [65][3340/3757] lr: 7.192e-02, eta: 3 days, 2:43:43, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4680, loss_cls: 3.5888, loss: 3.5888, grad_norm: 2.3163 2020-07-25 15:46:57,868 - mmaction - INFO - Epoch [65][3360/3757] lr: 7.192e-02, eta: 3 days, 2:43:27, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.5125, loss_cls: 3.4707, loss: 3.4707, grad_norm: 2.3353 2020-07-25 15:47:09,228 - mmaction - INFO - Epoch [65][3380/3757] lr: 7.192e-02, eta: 3 days, 2:43:10, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4930, loss_cls: 3.5580, loss: 3.5580, grad_norm: 2.4524 2020-07-25 15:47:20,686 - mmaction - INFO - Epoch [65][3400/3757] lr: 7.192e-02, eta: 3 days, 2:42:54, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2578, top5_acc: 0.4742, loss_cls: 3.6043, loss: 3.6043, grad_norm: 2.3932 2020-07-25 15:47:32,137 - mmaction - INFO - Epoch [65][3420/3757] lr: 7.192e-02, eta: 3 days, 2:42:38, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2531, top5_acc: 0.5000, loss_cls: 3.4918, loss: 3.4918, grad_norm: 2.3509 2020-07-25 15:47:43,507 - mmaction - INFO - Epoch [65][3440/3757] lr: 7.192e-02, eta: 3 days, 2:42:21, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5305, loss_cls: 3.4466, loss: 3.4466, grad_norm: 2.3916 2020-07-25 15:47:54,940 - mmaction - INFO - Epoch [65][3460/3757] lr: 7.192e-02, eta: 3 days, 2:42:05, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4797, loss_cls: 3.5866, loss: 3.5866, grad_norm: 2.4123 2020-07-25 15:48:06,468 - mmaction - INFO - Epoch [65][3480/3757] lr: 7.192e-02, eta: 3 days, 2:41:49, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.4844, loss_cls: 3.5168, loss: 3.5168, grad_norm: 2.3436 2020-07-25 15:48:17,862 - mmaction - INFO - Epoch [65][3500/3757] lr: 7.192e-02, eta: 3 days, 2:41:32, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4883, loss_cls: 3.5904, loss: 3.5904, grad_norm: 2.4390 2020-07-25 15:48:29,227 - mmaction - INFO - Epoch [65][3520/3757] lr: 7.192e-02, eta: 3 days, 2:41:16, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4789, loss_cls: 3.5686, loss: 3.5686, grad_norm: 2.3162 2020-07-25 15:48:40,588 - mmaction - INFO - Epoch [65][3540/3757] lr: 7.192e-02, eta: 3 days, 2:40:59, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4734, loss_cls: 3.6430, loss: 3.6430, grad_norm: 2.3838 2020-07-25 15:48:51,990 - mmaction - INFO - Epoch [65][3560/3757] lr: 7.192e-02, eta: 3 days, 2:40:43, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4961, loss_cls: 3.4882, loss: 3.4882, grad_norm: 2.2925 2020-07-25 15:49:03,335 - mmaction - INFO - Epoch [65][3580/3757] lr: 7.192e-02, eta: 3 days, 2:40:26, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4641, loss_cls: 3.6382, loss: 3.6382, grad_norm: 2.3993 2020-07-25 15:49:14,730 - mmaction - INFO - Epoch [65][3600/3757] lr: 7.192e-02, eta: 3 days, 2:40:10, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4914, loss_cls: 3.5051, loss: 3.5051, grad_norm: 2.3067 2020-07-25 15:49:26,135 - mmaction - INFO - Epoch [65][3620/3757] lr: 7.192e-02, eta: 3 days, 2:39:53, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4742, loss_cls: 3.5997, loss: 3.5997, grad_norm: 2.3297 2020-07-25 15:49:37,532 - mmaction - INFO - Epoch [65][3640/3757] lr: 7.192e-02, eta: 3 days, 2:39:37, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4711, loss_cls: 3.6263, loss: 3.6263, grad_norm: 2.3839 2020-07-25 15:49:49,054 - mmaction - INFO - Epoch [65][3660/3757] lr: 7.192e-02, eta: 3 days, 2:39:21, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4859, loss_cls: 3.5503, loss: 3.5503, grad_norm: 2.3113 2020-07-25 15:50:00,556 - mmaction - INFO - Epoch [65][3680/3757] lr: 7.192e-02, eta: 3 days, 2:39:05, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4859, loss_cls: 3.5330, loss: 3.5330, grad_norm: 2.3772 2020-07-25 15:50:11,908 - mmaction - INFO - Epoch [65][3700/3757] lr: 7.192e-02, eta: 3 days, 2:38:48, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4898, loss_cls: 3.5561, loss: 3.5561, grad_norm: 2.3549 2020-07-25 15:50:23,379 - mmaction - INFO - Epoch [65][3720/3757] lr: 7.192e-02, eta: 3 days, 2:38:32, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4898, loss_cls: 3.5463, loss: 3.5463, grad_norm: 2.3302 2020-07-25 15:50:34,771 - mmaction - INFO - Epoch [65][3740/3757] lr: 7.192e-02, eta: 3 days, 2:38:16, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5195, loss_cls: 3.4076, loss: 3.4076, grad_norm: 2.3841 2020-07-25 15:50:48,615 - mmaction - INFO - Saving checkpoint at 65 epochs 2020-07-25 15:53:37,300 - mmaction - INFO - Epoch [66][20/3757] lr: 7.113e-02, eta: 3 days, 2:46:59, time: 8.276, data_time: 7.597, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4828, loss_cls: 3.5788, loss: 3.5788, grad_norm: 2.3435 2020-07-25 15:53:48,598 - mmaction - INFO - Epoch [66][40/3757] lr: 7.113e-02, eta: 3 days, 2:46:42, time: 0.565, data_time: 0.002, memory: 5232, top1_acc: 0.2578, top5_acc: 0.5102, loss_cls: 3.4840, loss: 3.4840, grad_norm: 2.3152 2020-07-25 15:53:59,870 - mmaction - INFO - Epoch [66][60/3757] lr: 7.113e-02, eta: 3 days, 2:46:25, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5141, loss_cls: 3.4247, loss: 3.4247, grad_norm: 2.3743 2020-07-25 15:54:11,213 - mmaction - INFO - Epoch [66][80/3757] lr: 7.113e-02, eta: 3 days, 2:46:08, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5000, loss_cls: 3.4583, loss: 3.4583, grad_norm: 2.4223 2020-07-25 15:54:22,518 - mmaction - INFO - Epoch [66][100/3757] lr: 7.113e-02, eta: 3 days, 2:45:51, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.5023, loss_cls: 3.4883, loss: 3.4883, grad_norm: 2.3474 2020-07-25 15:54:33,854 - mmaction - INFO - Epoch [66][120/3757] lr: 7.113e-02, eta: 3 days, 2:45:34, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4773, loss_cls: 3.5502, loss: 3.5502, grad_norm: 2.3597 2020-07-25 15:54:45,324 - mmaction - INFO - Epoch [66][140/3757] lr: 7.113e-02, eta: 3 days, 2:45:18, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.4906, loss_cls: 3.4738, loss: 3.4738, grad_norm: 2.3871 2020-07-25 15:54:56,648 - mmaction - INFO - Epoch [66][160/3757] lr: 7.113e-02, eta: 3 days, 2:45:01, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.4914, loss_cls: 3.5234, loss: 3.5234, grad_norm: 2.4099 2020-07-25 15:55:08,031 - mmaction - INFO - Epoch [66][180/3757] lr: 7.113e-02, eta: 3 days, 2:44:45, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4906, loss_cls: 3.4997, loss: 3.4997, grad_norm: 2.3907 2020-07-25 15:55:19,381 - mmaction - INFO - Epoch [66][200/3757] lr: 7.113e-02, eta: 3 days, 2:44:28, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.5180, loss_cls: 3.4239, loss: 3.4239, grad_norm: 2.3414 2020-07-25 15:55:30,709 - mmaction - INFO - Epoch [66][220/3757] lr: 7.113e-02, eta: 3 days, 2:44:11, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4922, loss_cls: 3.5500, loss: 3.5500, grad_norm: 2.3625 2020-07-25 15:55:42,106 - mmaction - INFO - Epoch [66][240/3757] lr: 7.113e-02, eta: 3 days, 2:43:55, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4914, loss_cls: 3.5891, loss: 3.5891, grad_norm: 2.4267 2020-07-25 15:55:53,530 - mmaction - INFO - Epoch [66][260/3757] lr: 7.113e-02, eta: 3 days, 2:43:38, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4711, loss_cls: 3.5355, loss: 3.5355, grad_norm: 2.3396 2020-07-25 15:56:04,927 - mmaction - INFO - Epoch [66][280/3757] lr: 7.113e-02, eta: 3 days, 2:43:22, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4953, loss_cls: 3.5564, loss: 3.5564, grad_norm: 2.3609 2020-07-25 15:56:16,261 - mmaction - INFO - Epoch [66][300/3757] lr: 7.113e-02, eta: 3 days, 2:43:05, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5156, loss_cls: 3.4319, loss: 3.4319, grad_norm: 2.3185 2020-07-25 15:56:27,594 - mmaction - INFO - Epoch [66][320/3757] lr: 7.113e-02, eta: 3 days, 2:42:48, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4805, loss_cls: 3.5610, loss: 3.5610, grad_norm: 2.4064 2020-07-25 15:56:39,004 - mmaction - INFO - Epoch [66][340/3757] lr: 7.113e-02, eta: 3 days, 2:42:32, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4977, loss_cls: 3.4396, loss: 3.4396, grad_norm: 2.3472 2020-07-25 15:56:50,316 - mmaction - INFO - Epoch [66][360/3757] lr: 7.113e-02, eta: 3 days, 2:42:15, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4625, loss_cls: 3.6494, loss: 3.6494, grad_norm: 2.4066 2020-07-25 15:57:01,828 - mmaction - INFO - Epoch [66][380/3757] lr: 7.113e-02, eta: 3 days, 2:41:59, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.5031, loss_cls: 3.4445, loss: 3.4445, grad_norm: 2.3283 2020-07-25 15:57:13,325 - mmaction - INFO - Epoch [66][400/3757] lr: 7.113e-02, eta: 3 days, 2:41:43, time: 0.575, data_time: 0.013, memory: 5232, top1_acc: 0.2648, top5_acc: 0.4961, loss_cls: 3.5183, loss: 3.5183, grad_norm: 2.4358 2020-07-25 15:57:24,700 - mmaction - INFO - Epoch [66][420/3757] lr: 7.113e-02, eta: 3 days, 2:41:26, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4742, loss_cls: 3.6030, loss: 3.6030, grad_norm: 2.3953 2020-07-25 15:57:35,956 - mmaction - INFO - Epoch [66][440/3757] lr: 7.113e-02, eta: 3 days, 2:41:09, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4719, loss_cls: 3.6005, loss: 3.6005, grad_norm: 2.3087 2020-07-25 15:57:47,318 - mmaction - INFO - Epoch [66][460/3757] lr: 7.113e-02, eta: 3 days, 2:40:52, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.4781, loss_cls: 3.6096, loss: 3.6096, grad_norm: 2.3294 2020-07-25 15:57:58,675 - mmaction - INFO - Epoch [66][480/3757] lr: 7.113e-02, eta: 3 days, 2:40:36, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4961, loss_cls: 3.5520, loss: 3.5520, grad_norm: 2.3623 2020-07-25 15:58:10,009 - mmaction - INFO - Epoch [66][500/3757] lr: 7.113e-02, eta: 3 days, 2:40:19, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.5000, loss_cls: 3.5354, loss: 3.5354, grad_norm: 2.4484 2020-07-25 15:58:21,376 - mmaction - INFO - Epoch [66][520/3757] lr: 7.113e-02, eta: 3 days, 2:40:02, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4867, loss_cls: 3.4846, loss: 3.4846, grad_norm: 2.3779 2020-07-25 15:58:32,685 - mmaction - INFO - Epoch [66][540/3757] lr: 7.113e-02, eta: 3 days, 2:39:46, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4906, loss_cls: 3.5152, loss: 3.5152, grad_norm: 2.4342 2020-07-25 15:58:43,991 - mmaction - INFO - Epoch [66][560/3757] lr: 7.113e-02, eta: 3 days, 2:39:29, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4875, loss_cls: 3.5640, loss: 3.5640, grad_norm: 2.3442 2020-07-25 15:58:55,397 - mmaction - INFO - Epoch [66][580/3757] lr: 7.113e-02, eta: 3 days, 2:39:12, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.4922, loss_cls: 3.5084, loss: 3.5084, grad_norm: 2.4204 2020-07-25 15:59:06,833 - mmaction - INFO - Epoch [66][600/3757] lr: 7.113e-02, eta: 3 days, 2:38:56, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4664, loss_cls: 3.6718, loss: 3.6718, grad_norm: 2.3823 2020-07-25 15:59:18,251 - mmaction - INFO - Epoch [66][620/3757] lr: 7.113e-02, eta: 3 days, 2:38:40, time: 0.571, data_time: 0.009, memory: 5232, top1_acc: 0.2727, top5_acc: 0.4953, loss_cls: 3.4987, loss: 3.4987, grad_norm: 2.3053 2020-07-25 15:59:29,621 - mmaction - INFO - Epoch [66][640/3757] lr: 7.113e-02, eta: 3 days, 2:38:23, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5086, loss_cls: 3.4118, loss: 3.4118, grad_norm: 2.4105 2020-07-25 15:59:41,048 - mmaction - INFO - Epoch [66][660/3757] lr: 7.113e-02, eta: 3 days, 2:38:07, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4867, loss_cls: 3.5327, loss: 3.5327, grad_norm: 2.3670 2020-07-25 15:59:52,517 - mmaction - INFO - Epoch [66][680/3757] lr: 7.113e-02, eta: 3 days, 2:37:50, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4867, loss_cls: 3.5288, loss: 3.5288, grad_norm: 2.3532 2020-07-25 16:00:09,556 - mmaction - INFO - Epoch [66][700/3757] lr: 7.113e-02, eta: 3 days, 2:37:55, time: 0.848, data_time: 0.004, memory: 5232, top1_acc: 0.2578, top5_acc: 0.5008, loss_cls: 3.5091, loss: 3.5091, grad_norm: 2.3488 2020-07-25 16:00:20,873 - mmaction - INFO - Epoch [66][720/3757] lr: 7.113e-02, eta: 3 days, 2:37:38, time: 0.570, data_time: 0.007, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4844, loss_cls: 3.5395, loss: 3.5395, grad_norm: 2.4137 2020-07-25 16:00:32,307 - mmaction - INFO - Epoch [66][740/3757] lr: 7.113e-02, eta: 3 days, 2:37:22, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5062, loss_cls: 3.5203, loss: 3.5203, grad_norm: 2.4159 2020-07-25 16:00:43,776 - mmaction - INFO - Epoch [66][760/3757] lr: 7.113e-02, eta: 3 days, 2:37:06, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4906, loss_cls: 3.4978, loss: 3.4978, grad_norm: 2.3986 2020-07-25 16:00:55,213 - mmaction - INFO - Epoch [66][780/3757] lr: 7.113e-02, eta: 3 days, 2:36:50, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4852, loss_cls: 3.5891, loss: 3.5891, grad_norm: 2.3549 2020-07-25 16:01:06,647 - mmaction - INFO - Epoch [66][800/3757] lr: 7.113e-02, eta: 3 days, 2:36:33, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4805, loss_cls: 3.6023, loss: 3.6023, grad_norm: 2.3472 2020-07-25 16:01:18,120 - mmaction - INFO - Epoch [66][820/3757] lr: 7.113e-02, eta: 3 days, 2:36:17, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5055, loss_cls: 3.4798, loss: 3.4798, grad_norm: 2.3377 2020-07-25 16:01:29,656 - mmaction - INFO - Epoch [66][840/3757] lr: 7.113e-02, eta: 3 days, 2:36:01, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4891, loss_cls: 3.4839, loss: 3.4839, grad_norm: 2.3787 2020-07-25 16:01:41,091 - mmaction - INFO - Epoch [66][860/3757] lr: 7.113e-02, eta: 3 days, 2:35:45, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4867, loss_cls: 3.5128, loss: 3.5128, grad_norm: 2.5101 2020-07-25 16:01:52,534 - mmaction - INFO - Epoch [66][880/3757] lr: 7.113e-02, eta: 3 days, 2:35:29, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4875, loss_cls: 3.5472, loss: 3.5472, grad_norm: 2.4211 2020-07-25 16:02:03,959 - mmaction - INFO - Epoch [66][900/3757] lr: 7.113e-02, eta: 3 days, 2:35:12, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4742, loss_cls: 3.5777, loss: 3.5777, grad_norm: 2.3356 2020-07-25 16:02:15,394 - mmaction - INFO - Epoch [66][920/3757] lr: 7.113e-02, eta: 3 days, 2:34:56, time: 0.572, data_time: 0.001, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4656, loss_cls: 3.6230, loss: 3.6230, grad_norm: 2.3788 2020-07-25 16:02:26,909 - mmaction - INFO - Epoch [66][940/3757] lr: 7.113e-02, eta: 3 days, 2:34:40, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.5141, loss_cls: 3.4949, loss: 3.4949, grad_norm: 2.3555 2020-07-25 16:02:38,334 - mmaction - INFO - Epoch [66][960/3757] lr: 7.113e-02, eta: 3 days, 2:34:23, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.5000, loss_cls: 3.4929, loss: 3.4929, grad_norm: 2.3927 2020-07-25 16:02:49,739 - mmaction - INFO - Epoch [66][980/3757] lr: 7.113e-02, eta: 3 days, 2:34:07, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.5078, loss_cls: 3.5035, loss: 3.5035, grad_norm: 2.3216 2020-07-25 16:03:01,101 - mmaction - INFO - Epoch [66][1000/3757] lr: 7.113e-02, eta: 3 days, 2:33:50, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.2625, top5_acc: 0.4742, loss_cls: 3.5502, loss: 3.5502, grad_norm: 2.3266 2020-07-25 16:03:12,530 - mmaction - INFO - Epoch [66][1020/3757] lr: 7.113e-02, eta: 3 days, 2:33:34, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5047, loss_cls: 3.4638, loss: 3.4638, grad_norm: 2.4263 2020-07-25 16:03:24,044 - mmaction - INFO - Epoch [66][1040/3757] lr: 7.113e-02, eta: 3 days, 2:33:18, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5242, loss_cls: 3.3832, loss: 3.3832, grad_norm: 2.3896 2020-07-25 16:03:35,505 - mmaction - INFO - Epoch [66][1060/3757] lr: 7.113e-02, eta: 3 days, 2:33:02, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4680, loss_cls: 3.6416, loss: 3.6416, grad_norm: 2.4004 2020-07-25 16:03:47,162 - mmaction - INFO - Epoch [66][1080/3757] lr: 7.113e-02, eta: 3 days, 2:32:46, time: 0.583, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4922, loss_cls: 3.4741, loss: 3.4741, grad_norm: 2.3526 2020-07-25 16:03:58,422 - mmaction - INFO - Epoch [66][1100/3757] lr: 7.113e-02, eta: 3 days, 2:32:29, time: 0.563, data_time: 0.001, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4734, loss_cls: 3.6209, loss: 3.6209, grad_norm: 2.3660 2020-07-25 16:04:09,819 - mmaction - INFO - Epoch [66][1120/3757] lr: 7.113e-02, eta: 3 days, 2:32:13, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4883, loss_cls: 3.5603, loss: 3.5603, grad_norm: 2.3110 2020-07-25 16:04:21,341 - mmaction - INFO - Epoch [66][1140/3757] lr: 7.113e-02, eta: 3 days, 2:31:57, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.4969, loss_cls: 3.4737, loss: 3.4737, grad_norm: 2.3455 2020-07-25 16:04:32,767 - mmaction - INFO - Epoch [66][1160/3757] lr: 7.113e-02, eta: 3 days, 2:31:41, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.4773, loss_cls: 3.5250, loss: 3.5250, grad_norm: 2.3991 2020-07-25 16:04:44,104 - mmaction - INFO - Epoch [66][1180/3757] lr: 7.113e-02, eta: 3 days, 2:31:24, time: 0.567, data_time: 0.001, memory: 5232, top1_acc: 0.2508, top5_acc: 0.5047, loss_cls: 3.5450, loss: 3.5450, grad_norm: 2.3861 2020-07-25 16:04:55,527 - mmaction - INFO - Epoch [66][1200/3757] lr: 7.113e-02, eta: 3 days, 2:31:08, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4766, loss_cls: 3.5948, loss: 3.5948, grad_norm: 2.3585 2020-07-25 16:05:06,930 - mmaction - INFO - Epoch [66][1220/3757] lr: 7.113e-02, eta: 3 days, 2:30:51, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4656, loss_cls: 3.6550, loss: 3.6550, grad_norm: 2.3602 2020-07-25 16:05:18,400 - mmaction - INFO - Epoch [66][1240/3757] lr: 7.113e-02, eta: 3 days, 2:30:35, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.4961, loss_cls: 3.4954, loss: 3.4954, grad_norm: 2.2756 2020-07-25 16:05:29,865 - mmaction - INFO - Epoch [66][1260/3757] lr: 7.113e-02, eta: 3 days, 2:30:19, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5172, loss_cls: 3.4726, loss: 3.4726, grad_norm: 2.3199 2020-07-25 16:05:41,334 - mmaction - INFO - Epoch [66][1280/3757] lr: 7.113e-02, eta: 3 days, 2:30:03, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2383, top5_acc: 0.5008, loss_cls: 3.5586, loss: 3.5586, grad_norm: 2.3558 2020-07-25 16:05:52,835 - mmaction - INFO - Epoch [66][1300/3757] lr: 7.113e-02, eta: 3 days, 2:29:47, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.4961, loss_cls: 3.4998, loss: 3.4998, grad_norm: 2.4166 2020-07-25 16:06:04,259 - mmaction - INFO - Epoch [66][1320/3757] lr: 7.113e-02, eta: 3 days, 2:29:30, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4883, loss_cls: 3.5609, loss: 3.5609, grad_norm: 2.3565 2020-07-25 16:06:15,650 - mmaction - INFO - Epoch [66][1340/3757] lr: 7.113e-02, eta: 3 days, 2:29:14, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4922, loss_cls: 3.5817, loss: 3.5817, grad_norm: 2.4358 2020-07-25 16:06:27,094 - mmaction - INFO - Epoch [66][1360/3757] lr: 7.113e-02, eta: 3 days, 2:28:57, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4938, loss_cls: 3.5574, loss: 3.5574, grad_norm: 2.3531 2020-07-25 16:06:38,445 - mmaction - INFO - Epoch [66][1380/3757] lr: 7.113e-02, eta: 3 days, 2:28:41, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5117, loss_cls: 3.4802, loss: 3.4802, grad_norm: 2.3542 2020-07-25 16:06:49,795 - mmaction - INFO - Epoch [66][1400/3757] lr: 7.113e-02, eta: 3 days, 2:28:24, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4852, loss_cls: 3.5658, loss: 3.5658, grad_norm: 2.3588 2020-07-25 16:07:01,154 - mmaction - INFO - Epoch [66][1420/3757] lr: 7.113e-02, eta: 3 days, 2:28:08, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4766, loss_cls: 3.5486, loss: 3.5486, grad_norm: 2.3200 2020-07-25 16:07:12,624 - mmaction - INFO - Epoch [66][1440/3757] lr: 7.113e-02, eta: 3 days, 2:27:51, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4797, loss_cls: 3.6101, loss: 3.6101, grad_norm: 2.3461 2020-07-25 16:07:24,008 - mmaction - INFO - Epoch [66][1460/3757] lr: 7.113e-02, eta: 3 days, 2:27:35, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2586, top5_acc: 0.4883, loss_cls: 3.5627, loss: 3.5627, grad_norm: 2.3911 2020-07-25 16:07:35,468 - mmaction - INFO - Epoch [66][1480/3757] lr: 7.113e-02, eta: 3 days, 2:27:19, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.5070, loss_cls: 3.5137, loss: 3.5137, grad_norm: 2.4006 2020-07-25 16:07:46,931 - mmaction - INFO - Epoch [66][1500/3757] lr: 7.113e-02, eta: 3 days, 2:27:03, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.4977, loss_cls: 3.4682, loss: 3.4682, grad_norm: 2.3770 2020-07-25 16:07:58,333 - mmaction - INFO - Epoch [66][1520/3757] lr: 7.113e-02, eta: 3 days, 2:26:46, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4945, loss_cls: 3.5044, loss: 3.5044, grad_norm: 2.3804 2020-07-25 16:08:09,652 - mmaction - INFO - Epoch [66][1540/3757] lr: 7.113e-02, eta: 3 days, 2:26:30, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.5008, loss_cls: 3.4567, loss: 3.4567, grad_norm: 2.3690 2020-07-25 16:08:21,028 - mmaction - INFO - Epoch [66][1560/3757] lr: 7.113e-02, eta: 3 days, 2:26:13, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4992, loss_cls: 3.5246, loss: 3.5246, grad_norm: 2.4620 2020-07-25 16:08:32,415 - mmaction - INFO - Epoch [66][1580/3757] lr: 7.113e-02, eta: 3 days, 2:25:57, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.2484, top5_acc: 0.5055, loss_cls: 3.4818, loss: 3.4818, grad_norm: 2.4090 2020-07-25 16:08:43,915 - mmaction - INFO - Epoch [66][1600/3757] lr: 7.113e-02, eta: 3 days, 2:25:41, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4867, loss_cls: 3.5534, loss: 3.5534, grad_norm: 2.3745 2020-07-25 16:08:55,323 - mmaction - INFO - Epoch [66][1620/3757] lr: 7.113e-02, eta: 3 days, 2:25:24, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4930, loss_cls: 3.5308, loss: 3.5308, grad_norm: 2.3548 2020-07-25 16:09:06,705 - mmaction - INFO - Epoch [66][1640/3757] lr: 7.113e-02, eta: 3 days, 2:25:08, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2625, top5_acc: 0.4961, loss_cls: 3.4475, loss: 3.4475, grad_norm: 2.4517 2020-07-25 16:09:18,168 - mmaction - INFO - Epoch [66][1660/3757] lr: 7.113e-02, eta: 3 days, 2:24:52, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4742, loss_cls: 3.6273, loss: 3.6273, grad_norm: 2.3383 2020-07-25 16:09:29,633 - mmaction - INFO - Epoch [66][1680/3757] lr: 7.113e-02, eta: 3 days, 2:24:35, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.5117, loss_cls: 3.5096, loss: 3.5096, grad_norm: 2.3527 2020-07-25 16:09:40,986 - mmaction - INFO - Epoch [66][1700/3757] lr: 7.113e-02, eta: 3 days, 2:24:19, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.5070, loss_cls: 3.5456, loss: 3.5456, grad_norm: 2.3745 2020-07-25 16:09:52,437 - mmaction - INFO - Epoch [66][1720/3757] lr: 7.113e-02, eta: 3 days, 2:24:03, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4664, loss_cls: 3.6236, loss: 3.6236, grad_norm: 2.3451 2020-07-25 16:10:03,797 - mmaction - INFO - Epoch [66][1740/3757] lr: 7.113e-02, eta: 3 days, 2:23:46, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4711, loss_cls: 3.6386, loss: 3.6386, grad_norm: 2.3448 2020-07-25 16:10:15,245 - mmaction - INFO - Epoch [66][1760/3757] lr: 7.113e-02, eta: 3 days, 2:23:30, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4930, loss_cls: 3.5028, loss: 3.5028, grad_norm: 2.3387 2020-07-25 16:10:26,733 - mmaction - INFO - Epoch [66][1780/3757] lr: 7.113e-02, eta: 3 days, 2:23:14, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5047, loss_cls: 3.5751, loss: 3.5751, grad_norm: 2.3958 2020-07-25 16:10:38,148 - mmaction - INFO - Epoch [66][1800/3757] lr: 7.113e-02, eta: 3 days, 2:22:58, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4961, loss_cls: 3.5650, loss: 3.5650, grad_norm: 2.3833 2020-07-25 16:10:49,633 - mmaction - INFO - Epoch [66][1820/3757] lr: 7.113e-02, eta: 3 days, 2:22:41, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4773, loss_cls: 3.5834, loss: 3.5834, grad_norm: 2.4195 2020-07-25 16:11:00,951 - mmaction - INFO - Epoch [66][1840/3757] lr: 7.113e-02, eta: 3 days, 2:22:25, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4664, loss_cls: 3.6180, loss: 3.6180, grad_norm: 2.3225 2020-07-25 16:11:12,451 - mmaction - INFO - Epoch [66][1860/3757] lr: 7.113e-02, eta: 3 days, 2:22:09, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4609, loss_cls: 3.6294, loss: 3.6294, grad_norm: 2.3425 2020-07-25 16:11:23,844 - mmaction - INFO - Epoch [66][1880/3757] lr: 7.113e-02, eta: 3 days, 2:21:52, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4922, loss_cls: 3.5767, loss: 3.5767, grad_norm: 2.4185 2020-07-25 16:11:35,332 - mmaction - INFO - Epoch [66][1900/3757] lr: 7.113e-02, eta: 3 days, 2:21:36, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4906, loss_cls: 3.5124, loss: 3.5124, grad_norm: 2.3225 2020-07-25 16:11:46,707 - mmaction - INFO - Epoch [66][1920/3757] lr: 7.113e-02, eta: 3 days, 2:21:20, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.4945, loss_cls: 3.5141, loss: 3.5141, grad_norm: 2.3632 2020-07-25 16:11:58,120 - mmaction - INFO - Epoch [66][1940/3757] lr: 7.113e-02, eta: 3 days, 2:21:04, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.5023, loss_cls: 3.5727, loss: 3.5727, grad_norm: 2.3583 2020-07-25 16:12:09,604 - mmaction - INFO - Epoch [66][1960/3757] lr: 7.113e-02, eta: 3 days, 2:20:48, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4875, loss_cls: 3.5663, loss: 3.5663, grad_norm: 2.4084 2020-07-25 16:12:21,057 - mmaction - INFO - Epoch [66][1980/3757] lr: 7.113e-02, eta: 3 days, 2:20:31, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4789, loss_cls: 3.4781, loss: 3.4781, grad_norm: 2.3683 2020-07-25 16:12:32,520 - mmaction - INFO - Epoch [66][2000/3757] lr: 7.113e-02, eta: 3 days, 2:20:15, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4813, loss_cls: 3.5298, loss: 3.5298, grad_norm: 2.3764 2020-07-25 16:12:44,065 - mmaction - INFO - Epoch [66][2020/3757] lr: 7.113e-02, eta: 3 days, 2:19:59, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4938, loss_cls: 3.5583, loss: 3.5583, grad_norm: 2.4492 2020-07-25 16:12:55,367 - mmaction - INFO - Epoch [66][2040/3757] lr: 7.113e-02, eta: 3 days, 2:19:43, time: 0.566, data_time: 0.004, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4914, loss_cls: 3.5833, loss: 3.5833, grad_norm: 2.4014 2020-07-25 16:13:06,621 - mmaction - INFO - Epoch [66][2060/3757] lr: 7.113e-02, eta: 3 days, 2:19:26, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4734, loss_cls: 3.5763, loss: 3.5763, grad_norm: 2.3534 2020-07-25 16:13:18,009 - mmaction - INFO - Epoch [66][2080/3757] lr: 7.113e-02, eta: 3 days, 2:19:09, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4797, loss_cls: 3.5742, loss: 3.5742, grad_norm: 2.3896 2020-07-25 16:13:29,321 - mmaction - INFO - Epoch [66][2100/3757] lr: 7.113e-02, eta: 3 days, 2:18:53, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4844, loss_cls: 3.5451, loss: 3.5451, grad_norm: 2.3751 2020-07-25 16:13:40,730 - mmaction - INFO - Epoch [66][2120/3757] lr: 7.113e-02, eta: 3 days, 2:18:36, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5117, loss_cls: 3.4584, loss: 3.4584, grad_norm: 2.3401 2020-07-25 16:13:52,173 - mmaction - INFO - Epoch [66][2140/3757] lr: 7.113e-02, eta: 3 days, 2:18:20, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4836, loss_cls: 3.6220, loss: 3.6220, grad_norm: 2.4311 2020-07-25 16:14:03,715 - mmaction - INFO - Epoch [66][2160/3757] lr: 7.113e-02, eta: 3 days, 2:18:04, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4680, loss_cls: 3.5997, loss: 3.5997, grad_norm: 2.4175 2020-07-25 16:14:14,988 - mmaction - INFO - Epoch [66][2180/3757] lr: 7.113e-02, eta: 3 days, 2:17:48, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.5273, loss_cls: 3.4531, loss: 3.4531, grad_norm: 2.3543 2020-07-25 16:14:26,434 - mmaction - INFO - Epoch [66][2200/3757] lr: 7.113e-02, eta: 3 days, 2:17:31, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5062, loss_cls: 3.4628, loss: 3.4628, grad_norm: 2.2859 2020-07-25 16:14:37,781 - mmaction - INFO - Epoch [66][2220/3757] lr: 7.113e-02, eta: 3 days, 2:17:15, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.5055, loss_cls: 3.4802, loss: 3.4802, grad_norm: 2.3175 2020-07-25 16:14:49,278 - mmaction - INFO - Epoch [66][2240/3757] lr: 7.113e-02, eta: 3 days, 2:16:59, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4750, loss_cls: 3.6019, loss: 3.6019, grad_norm: 2.4182 2020-07-25 16:15:00,594 - mmaction - INFO - Epoch [66][2260/3757] lr: 7.113e-02, eta: 3 days, 2:16:42, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4859, loss_cls: 3.6186, loss: 3.6186, grad_norm: 2.4117 2020-07-25 16:15:11,972 - mmaction - INFO - Epoch [66][2280/3757] lr: 7.113e-02, eta: 3 days, 2:16:26, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4758, loss_cls: 3.6130, loss: 3.6130, grad_norm: 2.3771 2020-07-25 16:15:23,453 - mmaction - INFO - Epoch [66][2300/3757] lr: 7.113e-02, eta: 3 days, 2:16:10, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4750, loss_cls: 3.5798, loss: 3.5798, grad_norm: 2.3641 2020-07-25 16:15:34,788 - mmaction - INFO - Epoch [66][2320/3757] lr: 7.113e-02, eta: 3 days, 2:15:53, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4695, loss_cls: 3.6295, loss: 3.6295, grad_norm: 2.3360 2020-07-25 16:15:46,259 - mmaction - INFO - Epoch [66][2340/3757] lr: 7.113e-02, eta: 3 days, 2:15:37, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.5031, loss_cls: 3.5378, loss: 3.5378, grad_norm: 2.3117 2020-07-25 16:15:57,674 - mmaction - INFO - Epoch [66][2360/3757] lr: 7.113e-02, eta: 3 days, 2:15:21, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.4891, loss_cls: 3.5202, loss: 3.5202, grad_norm: 2.2777 2020-07-25 16:16:08,986 - mmaction - INFO - Epoch [66][2380/3757] lr: 7.113e-02, eta: 3 days, 2:15:04, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4898, loss_cls: 3.5765, loss: 3.5765, grad_norm: 2.4258 2020-07-25 16:16:20,287 - mmaction - INFO - Epoch [66][2400/3757] lr: 7.113e-02, eta: 3 days, 2:14:47, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4750, loss_cls: 3.6179, loss: 3.6179, grad_norm: 2.3537 2020-07-25 16:16:31,590 - mmaction - INFO - Epoch [66][2420/3757] lr: 7.113e-02, eta: 3 days, 2:14:31, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4555, loss_cls: 3.6716, loss: 3.6716, grad_norm: 2.3916 2020-07-25 16:16:42,872 - mmaction - INFO - Epoch [66][2440/3757] lr: 7.113e-02, eta: 3 days, 2:14:14, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4813, loss_cls: 3.5560, loss: 3.5560, grad_norm: 2.3608 2020-07-25 16:16:54,207 - mmaction - INFO - Epoch [66][2460/3757] lr: 7.113e-02, eta: 3 days, 2:13:57, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5008, loss_cls: 3.5246, loss: 3.5246, grad_norm: 2.3241 2020-07-25 16:17:05,674 - mmaction - INFO - Epoch [66][2480/3757] lr: 7.113e-02, eta: 3 days, 2:13:41, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.5039, loss_cls: 3.4771, loss: 3.4771, grad_norm: 2.3963 2020-07-25 16:17:17,086 - mmaction - INFO - Epoch [66][2500/3757] lr: 7.113e-02, eta: 3 days, 2:13:25, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.4891, loss_cls: 3.5281, loss: 3.5281, grad_norm: 2.4262 2020-07-25 16:17:28,445 - mmaction - INFO - Epoch [66][2520/3757] lr: 7.113e-02, eta: 3 days, 2:13:09, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4813, loss_cls: 3.5940, loss: 3.5940, grad_norm: 2.4136 2020-07-25 16:17:39,762 - mmaction - INFO - Epoch [66][2540/3757] lr: 7.113e-02, eta: 3 days, 2:12:52, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.4922, loss_cls: 3.5124, loss: 3.5124, grad_norm: 2.3710 2020-07-25 16:17:51,174 - mmaction - INFO - Epoch [66][2560/3757] lr: 7.113e-02, eta: 3 days, 2:12:36, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.4969, loss_cls: 3.5184, loss: 3.5184, grad_norm: 2.4006 2020-07-25 16:18:02,530 - mmaction - INFO - Epoch [66][2580/3757] lr: 7.113e-02, eta: 3 days, 2:12:19, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4602, loss_cls: 3.7054, loss: 3.7054, grad_norm: 2.4080 2020-07-25 16:18:14,427 - mmaction - INFO - Epoch [66][2600/3757] lr: 7.113e-02, eta: 3 days, 2:12:05, time: 0.595, data_time: 0.025, memory: 5232, top1_acc: 0.2578, top5_acc: 0.5031, loss_cls: 3.4546, loss: 3.4546, grad_norm: 2.2671 2020-07-25 16:18:26,128 - mmaction - INFO - Epoch [66][2620/3757] lr: 7.113e-02, eta: 3 days, 2:11:49, time: 0.585, data_time: 0.020, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4906, loss_cls: 3.5272, loss: 3.5272, grad_norm: 2.3680 2020-07-25 16:18:37,953 - mmaction - INFO - Epoch [66][2640/3757] lr: 7.113e-02, eta: 3 days, 2:11:35, time: 0.591, data_time: 0.024, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4609, loss_cls: 3.6010, loss: 3.6010, grad_norm: 2.3895 2020-07-25 16:18:49,609 - mmaction - INFO - Epoch [66][2660/3757] lr: 7.113e-02, eta: 3 days, 2:11:19, time: 0.583, data_time: 0.015, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4727, loss_cls: 3.6206, loss: 3.6206, grad_norm: 2.3646 2020-07-25 16:19:01,354 - mmaction - INFO - Epoch [66][2680/3757] lr: 7.113e-02, eta: 3 days, 2:11:04, time: 0.587, data_time: 0.018, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4930, loss_cls: 3.5890, loss: 3.5890, grad_norm: 2.3743 2020-07-25 16:19:13,183 - mmaction - INFO - Epoch [66][2700/3757] lr: 7.113e-02, eta: 3 days, 2:10:50, time: 0.592, data_time: 0.017, memory: 5232, top1_acc: 0.2211, top5_acc: 0.4672, loss_cls: 3.6778, loss: 3.6778, grad_norm: 2.3439 2020-07-25 16:19:24,695 - mmaction - INFO - Epoch [66][2720/3757] lr: 7.113e-02, eta: 3 days, 2:10:34, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4906, loss_cls: 3.5581, loss: 3.5581, grad_norm: 2.3219 2020-07-25 16:19:36,171 - mmaction - INFO - Epoch [66][2740/3757] lr: 7.113e-02, eta: 3 days, 2:10:18, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5109, loss_cls: 3.4171, loss: 3.4171, grad_norm: 2.3136 2020-07-25 16:19:47,941 - mmaction - INFO - Epoch [66][2760/3757] lr: 7.113e-02, eta: 3 days, 2:10:03, time: 0.589, data_time: 0.025, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4711, loss_cls: 3.6497, loss: 3.6497, grad_norm: 2.5014 2020-07-25 16:19:59,509 - mmaction - INFO - Epoch [66][2780/3757] lr: 7.113e-02, eta: 3 days, 2:09:47, time: 0.578, data_time: 0.015, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4805, loss_cls: 3.5936, loss: 3.5936, grad_norm: 2.3329 2020-07-25 16:20:11,332 - mmaction - INFO - Epoch [66][2800/3757] lr: 7.113e-02, eta: 3 days, 2:09:32, time: 0.591, data_time: 0.022, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4836, loss_cls: 3.6103, loss: 3.6103, grad_norm: 2.4027 2020-07-25 16:20:23,027 - mmaction - INFO - Epoch [66][2820/3757] lr: 7.113e-02, eta: 3 days, 2:09:17, time: 0.585, data_time: 0.015, memory: 5232, top1_acc: 0.2398, top5_acc: 0.5023, loss_cls: 3.5104, loss: 3.5104, grad_norm: 2.3519 2020-07-25 16:20:34,250 - mmaction - INFO - Epoch [66][2840/3757] lr: 7.113e-02, eta: 3 days, 2:09:00, time: 0.561, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4859, loss_cls: 3.5676, loss: 3.5676, grad_norm: 2.3636 2020-07-25 16:20:45,669 - mmaction - INFO - Epoch [66][2860/3757] lr: 7.113e-02, eta: 3 days, 2:08:44, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4805, loss_cls: 3.6152, loss: 3.6152, grad_norm: 2.3556 2020-07-25 16:20:57,128 - mmaction - INFO - Epoch [66][2880/3757] lr: 7.113e-02, eta: 3 days, 2:08:28, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.5109, loss_cls: 3.4789, loss: 3.4789, grad_norm: 2.3199 2020-07-25 16:21:08,462 - mmaction - INFO - Epoch [66][2900/3757] lr: 7.113e-02, eta: 3 days, 2:08:11, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.2492, top5_acc: 0.5070, loss_cls: 3.5114, loss: 3.5114, grad_norm: 2.3597 2020-07-25 16:21:20,234 - mmaction - INFO - Epoch [66][2920/3757] lr: 7.113e-02, eta: 3 days, 2:07:56, time: 0.589, data_time: 0.026, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5070, loss_cls: 3.4583, loss: 3.4583, grad_norm: 2.4024 2020-07-25 16:21:31,864 - mmaction - INFO - Epoch [66][2940/3757] lr: 7.113e-02, eta: 3 days, 2:07:41, time: 0.582, data_time: 0.020, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4711, loss_cls: 3.6070, loss: 3.6070, grad_norm: 2.4425 2020-07-25 16:21:43,606 - mmaction - INFO - Epoch [66][2960/3757] lr: 7.113e-02, eta: 3 days, 2:07:26, time: 0.587, data_time: 0.022, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4875, loss_cls: 3.5494, loss: 3.5494, grad_norm: 2.4273 2020-07-25 16:21:55,335 - mmaction - INFO - Epoch [66][2980/3757] lr: 7.113e-02, eta: 3 days, 2:07:11, time: 0.586, data_time: 0.018, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4766, loss_cls: 3.6200, loss: 3.6200, grad_norm: 2.3313 2020-07-25 16:22:07,094 - mmaction - INFO - Epoch [66][3000/3757] lr: 7.113e-02, eta: 3 days, 2:06:56, time: 0.588, data_time: 0.024, memory: 5232, top1_acc: 0.2594, top5_acc: 0.4859, loss_cls: 3.5266, loss: 3.5266, grad_norm: 2.2955 2020-07-25 16:22:18,451 - mmaction - INFO - Epoch [66][3020/3757] lr: 7.113e-02, eta: 3 days, 2:06:40, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.4797, loss_cls: 3.5284, loss: 3.5284, grad_norm: 2.3768 2020-07-25 16:22:29,775 - mmaction - INFO - Epoch [66][3040/3757] lr: 7.113e-02, eta: 3 days, 2:06:23, time: 0.567, data_time: 0.004, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4656, loss_cls: 3.6113, loss: 3.6113, grad_norm: 2.4319 2020-07-25 16:22:41,251 - mmaction - INFO - Epoch [66][3060/3757] lr: 7.113e-02, eta: 3 days, 2:06:07, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4992, loss_cls: 3.5720, loss: 3.5720, grad_norm: 2.4018 2020-07-25 16:22:52,645 - mmaction - INFO - Epoch [66][3080/3757] lr: 7.113e-02, eta: 3 days, 2:05:51, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4820, loss_cls: 3.5129, loss: 3.5129, grad_norm: 2.3574 2020-07-25 16:23:04,064 - mmaction - INFO - Epoch [66][3100/3757] lr: 7.113e-02, eta: 3 days, 2:05:34, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5117, loss_cls: 3.4883, loss: 3.4883, grad_norm: 2.3638 2020-07-25 16:23:15,559 - mmaction - INFO - Epoch [66][3120/3757] lr: 7.113e-02, eta: 3 days, 2:05:19, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4781, loss_cls: 3.6040, loss: 3.6040, grad_norm: 2.3851 2020-07-25 16:23:26,908 - mmaction - INFO - Epoch [66][3140/3757] lr: 7.113e-02, eta: 3 days, 2:05:02, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4586, loss_cls: 3.6673, loss: 3.6673, grad_norm: 2.3872 2020-07-25 16:23:38,205 - mmaction - INFO - Epoch [66][3160/3757] lr: 7.113e-02, eta: 3 days, 2:04:45, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4477, loss_cls: 3.6523, loss: 3.6523, grad_norm: 2.3234 2020-07-25 16:23:49,638 - mmaction - INFO - Epoch [66][3180/3757] lr: 7.113e-02, eta: 3 days, 2:04:29, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4883, loss_cls: 3.5486, loss: 3.5486, grad_norm: 2.3053 2020-07-25 16:24:01,071 - mmaction - INFO - Epoch [66][3200/3757] lr: 7.113e-02, eta: 3 days, 2:04:13, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4867, loss_cls: 3.5088, loss: 3.5088, grad_norm: 2.3304 2020-07-25 16:24:12,446 - mmaction - INFO - Epoch [66][3220/3757] lr: 7.113e-02, eta: 3 days, 2:03:57, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4672, loss_cls: 3.5812, loss: 3.5812, grad_norm: 2.4329 2020-07-25 16:24:23,752 - mmaction - INFO - Epoch [66][3240/3757] lr: 7.113e-02, eta: 3 days, 2:03:40, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5156, loss_cls: 3.4979, loss: 3.4979, grad_norm: 2.3897 2020-07-25 16:24:35,196 - mmaction - INFO - Epoch [66][3260/3757] lr: 7.113e-02, eta: 3 days, 2:03:24, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.5211, loss_cls: 3.4388, loss: 3.4388, grad_norm: 2.3590 2020-07-25 16:24:46,600 - mmaction - INFO - Epoch [66][3280/3757] lr: 7.113e-02, eta: 3 days, 2:03:08, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4883, loss_cls: 3.5199, loss: 3.5199, grad_norm: 2.3546 2020-07-25 16:24:58,018 - mmaction - INFO - Epoch [66][3300/3757] lr: 7.113e-02, eta: 3 days, 2:02:52, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4750, loss_cls: 3.6166, loss: 3.6166, grad_norm: 2.3788 2020-07-25 16:25:09,496 - mmaction - INFO - Epoch [66][3320/3757] lr: 7.113e-02, eta: 3 days, 2:02:36, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.4984, loss_cls: 3.4839, loss: 3.4839, grad_norm: 2.3673 2020-07-25 16:25:20,920 - mmaction - INFO - Epoch [66][3340/3757] lr: 7.113e-02, eta: 3 days, 2:02:19, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4844, loss_cls: 3.5942, loss: 3.5942, grad_norm: 2.3971 2020-07-25 16:25:32,302 - mmaction - INFO - Epoch [66][3360/3757] lr: 7.113e-02, eta: 3 days, 2:02:03, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4789, loss_cls: 3.5963, loss: 3.5963, grad_norm: 2.3903 2020-07-25 16:25:43,706 - mmaction - INFO - Epoch [66][3380/3757] lr: 7.113e-02, eta: 3 days, 2:01:47, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.5102, loss_cls: 3.4360, loss: 3.4360, grad_norm: 2.3593 2020-07-25 16:25:55,127 - mmaction - INFO - Epoch [66][3400/3757] lr: 7.113e-02, eta: 3 days, 2:01:31, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4938, loss_cls: 3.5610, loss: 3.5610, grad_norm: 2.4065 2020-07-25 16:26:06,443 - mmaction - INFO - Epoch [66][3420/3757] lr: 7.113e-02, eta: 3 days, 2:01:14, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4766, loss_cls: 3.5882, loss: 3.5882, grad_norm: 2.3590 2020-07-25 16:26:17,870 - mmaction - INFO - Epoch [66][3440/3757] lr: 7.113e-02, eta: 3 days, 2:00:58, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4914, loss_cls: 3.5214, loss: 3.5214, grad_norm: 2.3636 2020-07-25 16:26:29,244 - mmaction - INFO - Epoch [66][3460/3757] lr: 7.113e-02, eta: 3 days, 2:00:42, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4945, loss_cls: 3.6033, loss: 3.6033, grad_norm: 2.4042 2020-07-25 16:26:40,707 - mmaction - INFO - Epoch [66][3480/3757] lr: 7.113e-02, eta: 3 days, 2:00:26, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4508, loss_cls: 3.7393, loss: 3.7393, grad_norm: 2.4295 2020-07-25 16:26:52,171 - mmaction - INFO - Epoch [66][3500/3757] lr: 7.113e-02, eta: 3 days, 2:00:10, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4828, loss_cls: 3.5577, loss: 3.5577, grad_norm: 2.2942 2020-07-25 16:27:03,651 - mmaction - INFO - Epoch [66][3520/3757] lr: 7.113e-02, eta: 3 days, 1:59:54, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4953, loss_cls: 3.5844, loss: 3.5844, grad_norm: 2.3255 2020-07-25 16:27:15,121 - mmaction - INFO - Epoch [66][3540/3757] lr: 7.113e-02, eta: 3 days, 1:59:38, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4602, loss_cls: 3.6393, loss: 3.6393, grad_norm: 2.4212 2020-07-25 16:27:26,530 - mmaction - INFO - Epoch [66][3560/3757] lr: 7.113e-02, eta: 3 days, 1:59:22, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4703, loss_cls: 3.6633, loss: 3.6633, grad_norm: 2.4317 2020-07-25 16:27:37,916 - mmaction - INFO - Epoch [66][3580/3757] lr: 7.113e-02, eta: 3 days, 1:59:05, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2172, top5_acc: 0.4734, loss_cls: 3.7154, loss: 3.7154, grad_norm: 2.3666 2020-07-25 16:27:49,437 - mmaction - INFO - Epoch [66][3600/3757] lr: 7.113e-02, eta: 3 days, 1:58:49, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2641, top5_acc: 0.4820, loss_cls: 3.5746, loss: 3.5746, grad_norm: 2.3349 2020-07-25 16:28:00,971 - mmaction - INFO - Epoch [66][3620/3757] lr: 7.113e-02, eta: 3 days, 1:58:34, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4742, loss_cls: 3.6339, loss: 3.6339, grad_norm: 2.3731 2020-07-25 16:28:12,464 - mmaction - INFO - Epoch [66][3640/3757] lr: 7.113e-02, eta: 3 days, 1:58:18, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.2641, top5_acc: 0.4891, loss_cls: 3.5425, loss: 3.5425, grad_norm: 2.3684 2020-07-25 16:28:23,900 - mmaction - INFO - Epoch [66][3660/3757] lr: 7.113e-02, eta: 3 days, 1:58:02, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4828, loss_cls: 3.5824, loss: 3.5824, grad_norm: 2.3692 2020-07-25 16:28:35,555 - mmaction - INFO - Epoch [66][3680/3757] lr: 7.113e-02, eta: 3 days, 1:57:46, time: 0.582, data_time: 0.013, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4727, loss_cls: 3.6400, loss: 3.6400, grad_norm: 2.3544 2020-07-25 16:28:46,942 - mmaction - INFO - Epoch [66][3700/3757] lr: 7.113e-02, eta: 3 days, 1:57:30, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4992, loss_cls: 3.5087, loss: 3.5087, grad_norm: 2.2962 2020-07-25 16:28:58,369 - mmaction - INFO - Epoch [66][3720/3757] lr: 7.113e-02, eta: 3 days, 1:57:14, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5203, loss_cls: 3.3994, loss: 3.3994, grad_norm: 2.2544 2020-07-25 16:29:09,824 - mmaction - INFO - Epoch [66][3740/3757] lr: 7.113e-02, eta: 3 days, 1:56:58, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4828, loss_cls: 3.5211, loss: 3.5211, grad_norm: 2.4074 2020-07-25 16:32:23,767 - mmaction - INFO - Epoch [67][20/3757] lr: 7.034e-02, eta: 3 days, 2:06:04, time: 8.894, data_time: 8.202, memory: 5232, top1_acc: 0.2570, top5_acc: 0.4859, loss_cls: 3.5134, loss: 3.5134, grad_norm: 2.3153 2020-07-25 16:32:35,063 - mmaction - INFO - Epoch [67][40/3757] lr: 7.034e-02, eta: 3 days, 2:05:48, time: 0.565, data_time: 0.002, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4953, loss_cls: 3.5409, loss: 3.5409, grad_norm: 2.3954 2020-07-25 16:32:46,411 - mmaction - INFO - Epoch [67][60/3757] lr: 7.034e-02, eta: 3 days, 2:05:31, time: 0.567, data_time: 0.001, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5367, loss_cls: 3.4198, loss: 3.4198, grad_norm: 2.4043 2020-07-25 16:32:57,642 - mmaction - INFO - Epoch [67][80/3757] lr: 7.034e-02, eta: 3 days, 2:05:14, time: 0.562, data_time: 0.001, memory: 5232, top1_acc: 0.2703, top5_acc: 0.4969, loss_cls: 3.4299, loss: 3.4299, grad_norm: 2.3586 2020-07-25 16:33:08,961 - mmaction - INFO - Epoch [67][100/3757] lr: 7.034e-02, eta: 3 days, 2:04:58, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.5031, loss_cls: 3.4891, loss: 3.4891, grad_norm: 2.4017 2020-07-25 16:33:20,372 - mmaction - INFO - Epoch [67][120/3757] lr: 7.034e-02, eta: 3 days, 2:04:41, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.5047, loss_cls: 3.5493, loss: 3.5493, grad_norm: 2.4526 2020-07-25 16:33:31,683 - mmaction - INFO - Epoch [67][140/3757] lr: 7.034e-02, eta: 3 days, 2:04:25, time: 0.566, data_time: 0.001, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4969, loss_cls: 3.5248, loss: 3.5248, grad_norm: 2.4072 2020-07-25 16:33:43,048 - mmaction - INFO - Epoch [67][160/3757] lr: 7.034e-02, eta: 3 days, 2:04:08, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.5086, loss_cls: 3.4503, loss: 3.4503, grad_norm: 2.3878 2020-07-25 16:33:54,422 - mmaction - INFO - Epoch [67][180/3757] lr: 7.034e-02, eta: 3 days, 2:03:52, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.4891, loss_cls: 3.4904, loss: 3.4904, grad_norm: 2.4455 2020-07-25 16:34:05,726 - mmaction - INFO - Epoch [67][200/3757] lr: 7.034e-02, eta: 3 days, 2:03:35, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4703, loss_cls: 3.6155, loss: 3.6155, grad_norm: 2.4245 2020-07-25 16:34:17,117 - mmaction - INFO - Epoch [67][220/3757] lr: 7.034e-02, eta: 3 days, 2:03:19, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.5008, loss_cls: 3.4630, loss: 3.4630, grad_norm: 2.4094 2020-07-25 16:34:28,443 - mmaction - INFO - Epoch [67][240/3757] lr: 7.034e-02, eta: 3 days, 2:03:02, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5305, loss_cls: 3.4094, loss: 3.4094, grad_norm: 2.4546 2020-07-25 16:34:39,813 - mmaction - INFO - Epoch [67][260/3757] lr: 7.034e-02, eta: 3 days, 2:02:46, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5188, loss_cls: 3.3739, loss: 3.3739, grad_norm: 2.4708 2020-07-25 16:34:51,233 - mmaction - INFO - Epoch [67][280/3757] lr: 7.034e-02, eta: 3 days, 2:02:29, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5023, loss_cls: 3.4670, loss: 3.4670, grad_norm: 2.4146 2020-07-25 16:35:02,856 - mmaction - INFO - Epoch [67][300/3757] lr: 7.034e-02, eta: 3 days, 2:02:14, time: 0.581, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4992, loss_cls: 3.4975, loss: 3.4975, grad_norm: 2.4035 2020-07-25 16:35:14,182 - mmaction - INFO - Epoch [67][320/3757] lr: 7.034e-02, eta: 3 days, 2:01:57, time: 0.566, data_time: 0.001, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4938, loss_cls: 3.5000, loss: 3.5000, grad_norm: 2.3929 2020-07-25 16:35:25,702 - mmaction - INFO - Epoch [67][340/3757] lr: 7.034e-02, eta: 3 days, 2:01:42, time: 0.576, data_time: 0.002, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4914, loss_cls: 3.5119, loss: 3.5119, grad_norm: 2.4225 2020-07-25 16:35:37,068 - mmaction - INFO - Epoch [67][360/3757] lr: 7.034e-02, eta: 3 days, 2:01:25, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4891, loss_cls: 3.5315, loss: 3.5315, grad_norm: 2.3948 2020-07-25 16:35:48,547 - mmaction - INFO - Epoch [67][380/3757] lr: 7.034e-02, eta: 3 days, 2:01:09, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4891, loss_cls: 3.5499, loss: 3.5499, grad_norm: 2.3674 2020-07-25 16:35:59,908 - mmaction - INFO - Epoch [67][400/3757] lr: 7.034e-02, eta: 3 days, 2:00:53, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2203, top5_acc: 0.4609, loss_cls: 3.6591, loss: 3.6591, grad_norm: 2.3742 2020-07-25 16:36:11,300 - mmaction - INFO - Epoch [67][420/3757] lr: 7.034e-02, eta: 3 days, 2:00:36, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.4984, loss_cls: 3.5109, loss: 3.5109, grad_norm: 2.3310 2020-07-25 16:36:22,590 - mmaction - INFO - Epoch [67][440/3757] lr: 7.034e-02, eta: 3 days, 2:00:20, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4758, loss_cls: 3.5808, loss: 3.5808, grad_norm: 2.3370 2020-07-25 16:36:33,851 - mmaction - INFO - Epoch [67][460/3757] lr: 7.034e-02, eta: 3 days, 2:00:03, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.5023, loss_cls: 3.5352, loss: 3.5352, grad_norm: 2.3799 2020-07-25 16:36:45,208 - mmaction - INFO - Epoch [67][480/3757] lr: 7.034e-02, eta: 3 days, 1:59:46, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4938, loss_cls: 3.5034, loss: 3.5034, grad_norm: 2.4468 2020-07-25 16:36:56,594 - mmaction - INFO - Epoch [67][500/3757] lr: 7.034e-02, eta: 3 days, 1:59:30, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4906, loss_cls: 3.5038, loss: 3.5038, grad_norm: 2.3705 2020-07-25 16:37:07,928 - mmaction - INFO - Epoch [67][520/3757] lr: 7.034e-02, eta: 3 days, 1:59:13, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4930, loss_cls: 3.5247, loss: 3.5247, grad_norm: 2.3430 2020-07-25 16:37:19,275 - mmaction - INFO - Epoch [67][540/3757] lr: 7.034e-02, eta: 3 days, 1:58:57, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5039, loss_cls: 3.4363, loss: 3.4363, grad_norm: 2.3584 2020-07-25 16:37:30,651 - mmaction - INFO - Epoch [67][560/3757] lr: 7.034e-02, eta: 3 days, 1:58:40, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4750, loss_cls: 3.5793, loss: 3.5793, grad_norm: 2.3974 2020-07-25 16:37:42,066 - mmaction - INFO - Epoch [67][580/3757] lr: 7.034e-02, eta: 3 days, 1:58:24, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.4969, loss_cls: 3.5805, loss: 3.5805, grad_norm: 2.4368 2020-07-25 16:37:53,601 - mmaction - INFO - Epoch [67][600/3757] lr: 7.034e-02, eta: 3 days, 1:58:08, time: 0.577, data_time: 0.017, memory: 5232, top1_acc: 0.2609, top5_acc: 0.4922, loss_cls: 3.5725, loss: 3.5725, grad_norm: 2.3318 2020-07-25 16:38:05,066 - mmaction - INFO - Epoch [67][620/3757] lr: 7.034e-02, eta: 3 days, 1:57:52, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.4969, loss_cls: 3.5157, loss: 3.5157, grad_norm: 2.3987 2020-07-25 16:38:16,504 - mmaction - INFO - Epoch [67][640/3757] lr: 7.034e-02, eta: 3 days, 1:57:36, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.5047, loss_cls: 3.4880, loss: 3.4880, grad_norm: 2.4138 2020-07-25 16:38:27,902 - mmaction - INFO - Epoch [67][660/3757] lr: 7.034e-02, eta: 3 days, 1:57:20, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4938, loss_cls: 3.5045, loss: 3.5045, grad_norm: 2.3753 2020-07-25 16:38:39,432 - mmaction - INFO - Epoch [67][680/3757] lr: 7.034e-02, eta: 3 days, 1:57:04, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4914, loss_cls: 3.4816, loss: 3.4816, grad_norm: 2.3417 2020-07-25 16:38:50,875 - mmaction - INFO - Epoch [67][700/3757] lr: 7.034e-02, eta: 3 days, 1:56:48, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5023, loss_cls: 3.4625, loss: 3.4625, grad_norm: 2.4093 2020-07-25 16:39:02,260 - mmaction - INFO - Epoch [67][720/3757] lr: 7.034e-02, eta: 3 days, 1:56:32, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4742, loss_cls: 3.6032, loss: 3.6032, grad_norm: 2.4415 2020-07-25 16:39:13,626 - mmaction - INFO - Epoch [67][740/3757] lr: 7.034e-02, eta: 3 days, 1:56:15, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.5188, loss_cls: 3.3839, loss: 3.3839, grad_norm: 2.3402 2020-07-25 16:39:25,077 - mmaction - INFO - Epoch [67][760/3757] lr: 7.034e-02, eta: 3 days, 1:55:59, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4836, loss_cls: 3.5436, loss: 3.5436, grad_norm: 2.3986 2020-07-25 16:39:36,408 - mmaction - INFO - Epoch [67][780/3757] lr: 7.034e-02, eta: 3 days, 1:55:43, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.5094, loss_cls: 3.5848, loss: 3.5848, grad_norm: 2.3907 2020-07-25 16:39:47,831 - mmaction - INFO - Epoch [67][800/3757] lr: 7.034e-02, eta: 3 days, 1:55:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.4953, loss_cls: 3.5389, loss: 3.5389, grad_norm: 2.3903 2020-07-25 16:39:59,117 - mmaction - INFO - Epoch [67][820/3757] lr: 7.034e-02, eta: 3 days, 1:55:10, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4750, loss_cls: 3.5755, loss: 3.5755, grad_norm: 2.3767 2020-07-25 16:40:10,373 - mmaction - INFO - Epoch [67][840/3757] lr: 7.034e-02, eta: 3 days, 1:54:53, time: 0.562, data_time: 0.003, memory: 5232, top1_acc: 0.2258, top5_acc: 0.4680, loss_cls: 3.6555, loss: 3.6555, grad_norm: 2.3873 2020-07-25 16:40:21,867 - mmaction - INFO - Epoch [67][860/3757] lr: 7.034e-02, eta: 3 days, 1:54:37, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.5086, loss_cls: 3.4998, loss: 3.4998, grad_norm: 2.3500 2020-07-25 16:40:33,322 - mmaction - INFO - Epoch [67][880/3757] lr: 7.034e-02, eta: 3 days, 1:54:21, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4805, loss_cls: 3.6288, loss: 3.6288, grad_norm: 2.4042 2020-07-25 16:40:44,876 - mmaction - INFO - Epoch [67][900/3757] lr: 7.034e-02, eta: 3 days, 1:54:05, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4953, loss_cls: 3.5643, loss: 3.5643, grad_norm: 2.3950 2020-07-25 16:40:56,254 - mmaction - INFO - Epoch [67][920/3757] lr: 7.034e-02, eta: 3 days, 1:53:49, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4914, loss_cls: 3.5382, loss: 3.5382, grad_norm: 2.4038 2020-07-25 16:41:07,562 - mmaction - INFO - Epoch [67][940/3757] lr: 7.034e-02, eta: 3 days, 1:53:32, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4797, loss_cls: 3.5490, loss: 3.5490, grad_norm: 2.3664 2020-07-25 16:41:19,042 - mmaction - INFO - Epoch [67][960/3757] lr: 7.034e-02, eta: 3 days, 1:53:16, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4664, loss_cls: 3.6154, loss: 3.6154, grad_norm: 2.4242 2020-07-25 16:41:30,448 - mmaction - INFO - Epoch [67][980/3757] lr: 7.034e-02, eta: 3 days, 1:53:00, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4828, loss_cls: 3.5459, loss: 3.5459, grad_norm: 2.3798 2020-07-25 16:41:41,965 - mmaction - INFO - Epoch [67][1000/3757] lr: 7.034e-02, eta: 3 days, 1:52:44, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4922, loss_cls: 3.5035, loss: 3.5035, grad_norm: 2.3909 2020-07-25 16:41:53,379 - mmaction - INFO - Epoch [67][1020/3757] lr: 7.034e-02, eta: 3 days, 1:52:28, time: 0.571, data_time: 0.001, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4805, loss_cls: 3.5789, loss: 3.5789, grad_norm: 2.4494 2020-07-25 16:42:04,844 - mmaction - INFO - Epoch [67][1040/3757] lr: 7.034e-02, eta: 3 days, 1:52:12, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4938, loss_cls: 3.5294, loss: 3.5294, grad_norm: 2.3799 2020-07-25 16:42:16,279 - mmaction - INFO - Epoch [67][1060/3757] lr: 7.034e-02, eta: 3 days, 1:51:56, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2562, top5_acc: 0.5023, loss_cls: 3.4896, loss: 3.4896, grad_norm: 2.3963 2020-07-25 16:42:27,808 - mmaction - INFO - Epoch [67][1080/3757] lr: 7.034e-02, eta: 3 days, 1:51:40, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5094, loss_cls: 3.4312, loss: 3.4312, grad_norm: 2.3697 2020-07-25 16:42:39,183 - mmaction - INFO - Epoch [67][1100/3757] lr: 7.034e-02, eta: 3 days, 1:51:24, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4953, loss_cls: 3.4794, loss: 3.4794, grad_norm: 2.4440 2020-07-25 16:42:50,642 - mmaction - INFO - Epoch [67][1120/3757] lr: 7.034e-02, eta: 3 days, 1:51:08, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4750, loss_cls: 3.6169, loss: 3.6169, grad_norm: 2.4294 2020-07-25 16:43:02,053 - mmaction - INFO - Epoch [67][1140/3757] lr: 7.034e-02, eta: 3 days, 1:50:51, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5195, loss_cls: 3.4643, loss: 3.4643, grad_norm: 2.3872 2020-07-25 16:43:13,448 - mmaction - INFO - Epoch [67][1160/3757] lr: 7.034e-02, eta: 3 days, 1:50:35, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2641, top5_acc: 0.5031, loss_cls: 3.4901, loss: 3.4901, grad_norm: 2.3473 2020-07-25 16:43:24,862 - mmaction - INFO - Epoch [67][1180/3757] lr: 7.034e-02, eta: 3 days, 1:50:19, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4852, loss_cls: 3.6291, loss: 3.6291, grad_norm: 2.3554 2020-07-25 16:43:36,291 - mmaction - INFO - Epoch [67][1200/3757] lr: 7.034e-02, eta: 3 days, 1:50:03, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4891, loss_cls: 3.5876, loss: 3.5876, grad_norm: 2.3461 2020-07-25 16:43:47,714 - mmaction - INFO - Epoch [67][1220/3757] lr: 7.034e-02, eta: 3 days, 1:49:47, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.4820, loss_cls: 3.5443, loss: 3.5443, grad_norm: 2.3307 2020-07-25 16:43:59,178 - mmaction - INFO - Epoch [67][1240/3757] lr: 7.034e-02, eta: 3 days, 1:49:31, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4969, loss_cls: 3.5234, loss: 3.5234, grad_norm: 2.3777 2020-07-25 16:44:10,541 - mmaction - INFO - Epoch [67][1260/3757] lr: 7.034e-02, eta: 3 days, 1:49:14, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4773, loss_cls: 3.6081, loss: 3.6081, grad_norm: 2.3506 2020-07-25 16:44:21,884 - mmaction - INFO - Epoch [67][1280/3757] lr: 7.034e-02, eta: 3 days, 1:48:58, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4836, loss_cls: 3.6066, loss: 3.6066, grad_norm: 2.4049 2020-07-25 16:44:33,330 - mmaction - INFO - Epoch [67][1300/3757] lr: 7.034e-02, eta: 3 days, 1:48:42, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5086, loss_cls: 3.5119, loss: 3.5119, grad_norm: 2.3154 2020-07-25 16:44:44,826 - mmaction - INFO - Epoch [67][1320/3757] lr: 7.034e-02, eta: 3 days, 1:48:26, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4680, loss_cls: 3.5893, loss: 3.5893, grad_norm: 2.4019 2020-07-25 16:44:56,169 - mmaction - INFO - Epoch [67][1340/3757] lr: 7.034e-02, eta: 3 days, 1:48:09, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4953, loss_cls: 3.5271, loss: 3.5271, grad_norm: 2.3353 2020-07-25 16:45:07,499 - mmaction - INFO - Epoch [67][1360/3757] lr: 7.034e-02, eta: 3 days, 1:47:53, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4977, loss_cls: 3.5325, loss: 3.5325, grad_norm: 2.4174 2020-07-25 16:45:18,941 - mmaction - INFO - Epoch [67][1380/3757] lr: 7.034e-02, eta: 3 days, 1:47:37, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4750, loss_cls: 3.6196, loss: 3.6196, grad_norm: 2.4923 2020-07-25 16:45:30,392 - mmaction - INFO - Epoch [67][1400/3757] lr: 7.034e-02, eta: 3 days, 1:47:21, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5016, loss_cls: 3.5072, loss: 3.5072, grad_norm: 2.3874 2020-07-25 16:45:41,848 - mmaction - INFO - Epoch [67][1420/3757] lr: 7.034e-02, eta: 3 days, 1:47:05, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2672, top5_acc: 0.4891, loss_cls: 3.5327, loss: 3.5327, grad_norm: 2.4066 2020-07-25 16:45:53,281 - mmaction - INFO - Epoch [67][1440/3757] lr: 7.034e-02, eta: 3 days, 1:46:49, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4883, loss_cls: 3.5153, loss: 3.5153, grad_norm: 2.3977 2020-07-25 16:46:04,720 - mmaction - INFO - Epoch [67][1460/3757] lr: 7.034e-02, eta: 3 days, 1:46:32, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4891, loss_cls: 3.5410, loss: 3.5410, grad_norm: 2.3885 2020-07-25 16:46:16,157 - mmaction - INFO - Epoch [67][1480/3757] lr: 7.034e-02, eta: 3 days, 1:46:16, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5227, loss_cls: 3.4248, loss: 3.4248, grad_norm: 2.3878 2020-07-25 16:46:27,583 - mmaction - INFO - Epoch [67][1500/3757] lr: 7.034e-02, eta: 3 days, 1:46:00, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4898, loss_cls: 3.5469, loss: 3.5469, grad_norm: 2.4869 2020-07-25 16:46:39,024 - mmaction - INFO - Epoch [67][1520/3757] lr: 7.034e-02, eta: 3 days, 1:45:44, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4742, loss_cls: 3.6285, loss: 3.6285, grad_norm: 2.4327 2020-07-25 16:46:50,370 - mmaction - INFO - Epoch [67][1540/3757] lr: 7.034e-02, eta: 3 days, 1:45:28, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4711, loss_cls: 3.6387, loss: 3.6387, grad_norm: 2.3760 2020-07-25 16:47:01,768 - mmaction - INFO - Epoch [67][1560/3757] lr: 7.034e-02, eta: 3 days, 1:45:12, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2578, top5_acc: 0.4914, loss_cls: 3.5668, loss: 3.5668, grad_norm: 2.4754 2020-07-25 16:47:13,135 - mmaction - INFO - Epoch [67][1580/3757] lr: 7.034e-02, eta: 3 days, 1:44:55, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4711, loss_cls: 3.6040, loss: 3.6040, grad_norm: 2.3840 2020-07-25 16:47:24,608 - mmaction - INFO - Epoch [67][1600/3757] lr: 7.034e-02, eta: 3 days, 1:44:39, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.5203, loss_cls: 3.4364, loss: 3.4364, grad_norm: 2.3758 2020-07-25 16:47:36,190 - mmaction - INFO - Epoch [67][1620/3757] lr: 7.034e-02, eta: 3 days, 1:44:24, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5195, loss_cls: 3.4820, loss: 3.4820, grad_norm: 2.4040 2020-07-25 16:47:47,639 - mmaction - INFO - Epoch [67][1640/3757] lr: 7.034e-02, eta: 3 days, 1:44:08, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5102, loss_cls: 3.4712, loss: 3.4712, grad_norm: 2.3437 2020-07-25 16:47:58,963 - mmaction - INFO - Epoch [67][1660/3757] lr: 7.034e-02, eta: 3 days, 1:43:51, time: 0.567, data_time: 0.004, memory: 5232, top1_acc: 0.2648, top5_acc: 0.4891, loss_cls: 3.4924, loss: 3.4924, grad_norm: 2.3610 2020-07-25 16:48:10,299 - mmaction - INFO - Epoch [67][1680/3757] lr: 7.034e-02, eta: 3 days, 1:43:35, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4813, loss_cls: 3.5692, loss: 3.5692, grad_norm: 2.3718 2020-07-25 16:48:21,743 - mmaction - INFO - Epoch [67][1700/3757] lr: 7.034e-02, eta: 3 days, 1:43:19, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2641, top5_acc: 0.5016, loss_cls: 3.5097, loss: 3.5097, grad_norm: 2.3405 2020-07-25 16:48:33,141 - mmaction - INFO - Epoch [67][1720/3757] lr: 7.034e-02, eta: 3 days, 1:43:02, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.4828, loss_cls: 3.5313, loss: 3.5313, grad_norm: 2.4160 2020-07-25 16:48:44,423 - mmaction - INFO - Epoch [67][1740/3757] lr: 7.034e-02, eta: 3 days, 1:42:46, time: 0.564, data_time: 0.002, memory: 5232, top1_acc: 0.2625, top5_acc: 0.5094, loss_cls: 3.4832, loss: 3.4832, grad_norm: 2.4342 2020-07-25 16:48:55,879 - mmaction - INFO - Epoch [67][1760/3757] lr: 7.034e-02, eta: 3 days, 1:42:30, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5047, loss_cls: 3.4947, loss: 3.4947, grad_norm: 2.3341 2020-07-25 16:49:07,329 - mmaction - INFO - Epoch [67][1780/3757] lr: 7.034e-02, eta: 3 days, 1:42:14, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4773, loss_cls: 3.5807, loss: 3.5807, grad_norm: 2.3058 2020-07-25 16:49:18,674 - mmaction - INFO - Epoch [67][1800/3757] lr: 7.034e-02, eta: 3 days, 1:41:57, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.5062, loss_cls: 3.5102, loss: 3.5102, grad_norm: 2.3601 2020-07-25 16:49:30,219 - mmaction - INFO - Epoch [67][1820/3757] lr: 7.034e-02, eta: 3 days, 1:41:42, time: 0.577, data_time: 0.005, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4797, loss_cls: 3.5462, loss: 3.5462, grad_norm: 2.3489 2020-07-25 16:49:41,681 - mmaction - INFO - Epoch [67][1840/3757] lr: 7.034e-02, eta: 3 days, 1:41:26, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4984, loss_cls: 3.5145, loss: 3.5145, grad_norm: 2.3839 2020-07-25 16:49:53,156 - mmaction - INFO - Epoch [67][1860/3757] lr: 7.034e-02, eta: 3 days, 1:41:10, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4813, loss_cls: 3.5990, loss: 3.5990, grad_norm: 2.4126 2020-07-25 16:50:04,526 - mmaction - INFO - Epoch [67][1880/3757] lr: 7.034e-02, eta: 3 days, 1:40:54, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4867, loss_cls: 3.5454, loss: 3.5454, grad_norm: 2.4426 2020-07-25 16:50:15,992 - mmaction - INFO - Epoch [67][1900/3757] lr: 7.034e-02, eta: 3 days, 1:40:38, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.5039, loss_cls: 3.5543, loss: 3.5543, grad_norm: 2.4406 2020-07-25 16:50:27,299 - mmaction - INFO - Epoch [67][1920/3757] lr: 7.034e-02, eta: 3 days, 1:40:21, time: 0.565, data_time: 0.002, memory: 5232, top1_acc: 0.2477, top5_acc: 0.5031, loss_cls: 3.5575, loss: 3.5575, grad_norm: 2.4147 2020-07-25 16:50:38,675 - mmaction - INFO - Epoch [67][1940/3757] lr: 7.034e-02, eta: 3 days, 1:40:05, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.5062, loss_cls: 3.4951, loss: 3.4951, grad_norm: 2.3569 2020-07-25 16:50:50,036 - mmaction - INFO - Epoch [67][1960/3757] lr: 7.034e-02, eta: 3 days, 1:39:48, time: 0.568, data_time: 0.005, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4992, loss_cls: 3.4919, loss: 3.4919, grad_norm: 2.3394 2020-07-25 16:51:01,299 - mmaction - INFO - Epoch [67][1980/3757] lr: 7.034e-02, eta: 3 days, 1:39:32, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.5000, loss_cls: 3.5452, loss: 3.5452, grad_norm: 2.4037 2020-07-25 16:51:12,729 - mmaction - INFO - Epoch [67][2000/3757] lr: 7.034e-02, eta: 3 days, 1:39:16, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4836, loss_cls: 3.6059, loss: 3.6059, grad_norm: 2.3384 2020-07-25 16:51:24,208 - mmaction - INFO - Epoch [67][2020/3757] lr: 7.034e-02, eta: 3 days, 1:39:00, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.4977, loss_cls: 3.4762, loss: 3.4762, grad_norm: 2.3353 2020-07-25 16:51:35,726 - mmaction - INFO - Epoch [67][2040/3757] lr: 7.034e-02, eta: 3 days, 1:38:44, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4734, loss_cls: 3.5608, loss: 3.5608, grad_norm: 2.3545 2020-07-25 16:51:47,186 - mmaction - INFO - Epoch [67][2060/3757] lr: 7.034e-02, eta: 3 days, 1:38:28, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.4883, loss_cls: 3.5200, loss: 3.5200, grad_norm: 2.3589 2020-07-25 16:51:58,596 - mmaction - INFO - Epoch [67][2080/3757] lr: 7.034e-02, eta: 3 days, 1:38:12, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.4766, loss_cls: 3.5437, loss: 3.5437, grad_norm: 2.3814 2020-07-25 16:52:09,980 - mmaction - INFO - Epoch [67][2100/3757] lr: 7.034e-02, eta: 3 days, 1:37:56, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.4906, loss_cls: 3.4822, loss: 3.4822, grad_norm: 2.3858 2020-07-25 16:52:21,482 - mmaction - INFO - Epoch [67][2120/3757] lr: 7.034e-02, eta: 3 days, 1:37:40, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4977, loss_cls: 3.4971, loss: 3.4971, grad_norm: 2.3370 2020-07-25 16:52:32,853 - mmaction - INFO - Epoch [67][2140/3757] lr: 7.034e-02, eta: 3 days, 1:37:24, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4773, loss_cls: 3.5793, loss: 3.5793, grad_norm: 2.3780 2020-07-25 16:52:44,176 - mmaction - INFO - Epoch [67][2160/3757] lr: 7.034e-02, eta: 3 days, 1:37:07, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.4992, loss_cls: 3.4192, loss: 3.4192, grad_norm: 2.3845 2020-07-25 16:52:55,697 - mmaction - INFO - Epoch [67][2180/3757] lr: 7.034e-02, eta: 3 days, 1:36:51, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.5172, loss_cls: 3.5172, loss: 3.5172, grad_norm: 2.4606 2020-07-25 16:53:07,231 - mmaction - INFO - Epoch [67][2200/3757] lr: 7.034e-02, eta: 3 days, 1:36:36, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4992, loss_cls: 3.5537, loss: 3.5537, grad_norm: 2.4538 2020-07-25 16:53:18,754 - mmaction - INFO - Epoch [67][2220/3757] lr: 7.034e-02, eta: 3 days, 1:36:20, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.5031, loss_cls: 3.4870, loss: 3.4870, grad_norm: 2.4818 2020-07-25 16:53:30,087 - mmaction - INFO - Epoch [67][2240/3757] lr: 7.034e-02, eta: 3 days, 1:36:04, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.5016, loss_cls: 3.5263, loss: 3.5263, grad_norm: 2.3922 2020-07-25 16:53:41,367 - mmaction - INFO - Epoch [67][2260/3757] lr: 7.034e-02, eta: 3 days, 1:35:47, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4914, loss_cls: 3.5070, loss: 3.5070, grad_norm: 2.4540 2020-07-25 16:53:52,686 - mmaction - INFO - Epoch [67][2280/3757] lr: 7.034e-02, eta: 3 days, 1:35:31, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.5039, loss_cls: 3.5184, loss: 3.5184, grad_norm: 2.3699 2020-07-25 16:54:04,165 - mmaction - INFO - Epoch [67][2300/3757] lr: 7.034e-02, eta: 3 days, 1:35:15, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.4797, loss_cls: 3.5093, loss: 3.5093, grad_norm: 2.3606 2020-07-25 16:54:15,685 - mmaction - INFO - Epoch [67][2320/3757] lr: 7.034e-02, eta: 3 days, 1:34:59, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.2594, top5_acc: 0.4984, loss_cls: 3.4831, loss: 3.4831, grad_norm: 2.3954 2020-07-25 16:54:27,035 - mmaction - INFO - Epoch [67][2340/3757] lr: 7.034e-02, eta: 3 days, 1:34:43, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4766, loss_cls: 3.5315, loss: 3.5315, grad_norm: 2.4294 2020-07-25 16:54:38,441 - mmaction - INFO - Epoch [67][2360/3757] lr: 7.034e-02, eta: 3 days, 1:34:26, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5078, loss_cls: 3.4599, loss: 3.4599, grad_norm: 2.4182 2020-07-25 16:54:49,823 - mmaction - INFO - Epoch [67][2380/3757] lr: 7.034e-02, eta: 3 days, 1:34:10, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4711, loss_cls: 3.6089, loss: 3.6089, grad_norm: 2.5066 2020-07-25 16:55:01,180 - mmaction - INFO - Epoch [67][2400/3757] lr: 7.034e-02, eta: 3 days, 1:33:54, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.5031, loss_cls: 3.5029, loss: 3.5029, grad_norm: 2.3922 2020-07-25 16:55:12,562 - mmaction - INFO - Epoch [67][2420/3757] lr: 7.034e-02, eta: 3 days, 1:33:38, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4930, loss_cls: 3.5819, loss: 3.5819, grad_norm: 2.4139 2020-07-25 16:55:24,011 - mmaction - INFO - Epoch [67][2440/3757] lr: 7.034e-02, eta: 3 days, 1:33:22, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.5086, loss_cls: 3.4794, loss: 3.4794, grad_norm: 2.4160 2020-07-25 16:55:36,400 - mmaction - INFO - Epoch [67][2460/3757] lr: 7.034e-02, eta: 3 days, 1:33:09, time: 0.619, data_time: 0.056, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4719, loss_cls: 3.6618, loss: 3.6618, grad_norm: 2.4586 2020-07-25 16:55:47,867 - mmaction - INFO - Epoch [67][2480/3757] lr: 7.034e-02, eta: 3 days, 1:32:53, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4906, loss_cls: 3.5174, loss: 3.5174, grad_norm: 2.4282 2020-07-25 16:55:59,086 - mmaction - INFO - Epoch [67][2500/3757] lr: 7.034e-02, eta: 3 days, 1:32:37, time: 0.561, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4898, loss_cls: 3.5142, loss: 3.5142, grad_norm: 2.3129 2020-07-25 16:56:10,497 - mmaction - INFO - Epoch [67][2520/3757] lr: 7.034e-02, eta: 3 days, 1:32:20, time: 0.571, data_time: 0.012, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4797, loss_cls: 3.6007, loss: 3.6007, grad_norm: 2.4343 2020-07-25 16:56:21,880 - mmaction - INFO - Epoch [67][2540/3757] lr: 7.034e-02, eta: 3 days, 1:32:04, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4836, loss_cls: 3.5447, loss: 3.5447, grad_norm: 2.3720 2020-07-25 16:56:33,271 - mmaction - INFO - Epoch [67][2560/3757] lr: 7.034e-02, eta: 3 days, 1:31:48, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4930, loss_cls: 3.5221, loss: 3.5221, grad_norm: 2.3418 2020-07-25 16:56:44,728 - mmaction - INFO - Epoch [67][2580/3757] lr: 7.034e-02, eta: 3 days, 1:31:32, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4742, loss_cls: 3.5887, loss: 3.5887, grad_norm: 2.4727 2020-07-25 16:56:56,122 - mmaction - INFO - Epoch [67][2600/3757] lr: 7.034e-02, eta: 3 days, 1:31:16, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4953, loss_cls: 3.5402, loss: 3.5402, grad_norm: 2.4477 2020-07-25 16:57:07,629 - mmaction - INFO - Epoch [67][2620/3757] lr: 7.034e-02, eta: 3 days, 1:31:00, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4859, loss_cls: 3.5572, loss: 3.5572, grad_norm: 2.4160 2020-07-25 16:57:19,029 - mmaction - INFO - Epoch [67][2640/3757] lr: 7.034e-02, eta: 3 days, 1:30:44, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5102, loss_cls: 3.4874, loss: 3.4874, grad_norm: 2.3814 2020-07-25 16:57:30,519 - mmaction - INFO - Epoch [67][2660/3757] lr: 7.034e-02, eta: 3 days, 1:30:28, time: 0.574, data_time: 0.011, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4961, loss_cls: 3.5565, loss: 3.5565, grad_norm: 2.3832 2020-07-25 16:57:42,020 - mmaction - INFO - Epoch [67][2680/3757] lr: 7.034e-02, eta: 3 days, 1:30:12, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4938, loss_cls: 3.5394, loss: 3.5394, grad_norm: 2.3489 2020-07-25 16:57:53,448 - mmaction - INFO - Epoch [67][2700/3757] lr: 7.034e-02, eta: 3 days, 1:29:56, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4805, loss_cls: 3.5513, loss: 3.5513, grad_norm: 2.3224 2020-07-25 16:58:04,861 - mmaction - INFO - Epoch [67][2720/3757] lr: 7.034e-02, eta: 3 days, 1:29:40, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4984, loss_cls: 3.4800, loss: 3.4800, grad_norm: 2.3473 2020-07-25 16:58:16,215 - mmaction - INFO - Epoch [67][2740/3757] lr: 7.034e-02, eta: 3 days, 1:29:24, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.5031, loss_cls: 3.5025, loss: 3.5025, grad_norm: 2.4174 2020-07-25 16:58:27,594 - mmaction - INFO - Epoch [67][2760/3757] lr: 7.034e-02, eta: 3 days, 1:29:08, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4977, loss_cls: 3.5396, loss: 3.5396, grad_norm: 2.4403 2020-07-25 16:58:39,002 - mmaction - INFO - Epoch [67][2780/3757] lr: 7.034e-02, eta: 3 days, 1:28:52, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4789, loss_cls: 3.6031, loss: 3.6031, grad_norm: 2.4463 2020-07-25 16:58:50,643 - mmaction - INFO - Epoch [67][2800/3757] lr: 7.034e-02, eta: 3 days, 1:28:37, time: 0.582, data_time: 0.015, memory: 5232, top1_acc: 0.2570, top5_acc: 0.4961, loss_cls: 3.5381, loss: 3.5381, grad_norm: 2.4081 2020-07-25 16:59:02,030 - mmaction - INFO - Epoch [67][2820/3757] lr: 7.034e-02, eta: 3 days, 1:28:20, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.5148, loss_cls: 3.5304, loss: 3.5304, grad_norm: 2.4136 2020-07-25 16:59:13,434 - mmaction - INFO - Epoch [67][2840/3757] lr: 7.034e-02, eta: 3 days, 1:28:04, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4906, loss_cls: 3.5137, loss: 3.5137, grad_norm: 2.3836 2020-07-25 16:59:24,787 - mmaction - INFO - Epoch [67][2860/3757] lr: 7.034e-02, eta: 3 days, 1:27:48, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4922, loss_cls: 3.5872, loss: 3.5872, grad_norm: 2.4390 2020-07-25 16:59:36,190 - mmaction - INFO - Epoch [67][2880/3757] lr: 7.034e-02, eta: 3 days, 1:27:32, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4797, loss_cls: 3.5991, loss: 3.5991, grad_norm: 2.4086 2020-07-25 16:59:47,601 - mmaction - INFO - Epoch [67][2900/3757] lr: 7.034e-02, eta: 3 days, 1:27:16, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4750, loss_cls: 3.5812, loss: 3.5812, grad_norm: 2.3510 2020-07-25 16:59:59,005 - mmaction - INFO - Epoch [67][2920/3757] lr: 7.034e-02, eta: 3 days, 1:27:00, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4977, loss_cls: 3.5131, loss: 3.5131, grad_norm: 2.4056 2020-07-25 17:00:15,120 - mmaction - INFO - Epoch [67][2940/3757] lr: 7.034e-02, eta: 3 days, 1:27:00, time: 0.803, data_time: 0.004, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4891, loss_cls: 3.5472, loss: 3.5472, grad_norm: 2.3863 2020-07-25 17:00:26,664 - mmaction - INFO - Epoch [67][2960/3757] lr: 7.034e-02, eta: 3 days, 1:26:45, time: 0.578, data_time: 0.006, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4711, loss_cls: 3.6054, loss: 3.6054, grad_norm: 2.4222 2020-07-25 17:00:38,110 - mmaction - INFO - Epoch [67][2980/3757] lr: 7.034e-02, eta: 3 days, 1:26:29, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4914, loss_cls: 3.5743, loss: 3.5743, grad_norm: 2.4186 2020-07-25 17:00:49,547 - mmaction - INFO - Epoch [67][3000/3757] lr: 7.034e-02, eta: 3 days, 1:26:13, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5016, loss_cls: 3.4544, loss: 3.4544, grad_norm: 2.3240 2020-07-25 17:01:01,011 - mmaction - INFO - Epoch [67][3020/3757] lr: 7.034e-02, eta: 3 days, 1:25:57, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.5070, loss_cls: 3.4312, loss: 3.4312, grad_norm: 2.3469 2020-07-25 17:01:12,310 - mmaction - INFO - Epoch [67][3040/3757] lr: 7.034e-02, eta: 3 days, 1:25:40, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4813, loss_cls: 3.5901, loss: 3.5901, grad_norm: 2.3771 2020-07-25 17:01:23,708 - mmaction - INFO - Epoch [67][3060/3757] lr: 7.034e-02, eta: 3 days, 1:25:24, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4719, loss_cls: 3.6571, loss: 3.6571, grad_norm: 2.4191 2020-07-25 17:01:35,119 - mmaction - INFO - Epoch [67][3080/3757] lr: 7.034e-02, eta: 3 days, 1:25:08, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.4977, loss_cls: 3.5240, loss: 3.5240, grad_norm: 2.3288 2020-07-25 17:01:46,592 - mmaction - INFO - Epoch [67][3100/3757] lr: 7.034e-02, eta: 3 days, 1:24:52, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4992, loss_cls: 3.5752, loss: 3.5752, grad_norm: 2.3904 2020-07-25 17:01:58,089 - mmaction - INFO - Epoch [67][3120/3757] lr: 7.034e-02, eta: 3 days, 1:24:37, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4727, loss_cls: 3.6157, loss: 3.6157, grad_norm: 2.3705 2020-07-25 17:02:09,492 - mmaction - INFO - Epoch [67][3140/3757] lr: 7.034e-02, eta: 3 days, 1:24:21, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.5180, loss_cls: 3.5097, loss: 3.5097, grad_norm: 2.3531 2020-07-25 17:02:20,902 - mmaction - INFO - Epoch [67][3160/3757] lr: 7.034e-02, eta: 3 days, 1:24:05, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.5078, loss_cls: 3.4490, loss: 3.4490, grad_norm: 2.3663 2020-07-25 17:02:32,190 - mmaction - INFO - Epoch [67][3180/3757] lr: 7.034e-02, eta: 3 days, 1:23:48, time: 0.564, data_time: 0.002, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4875, loss_cls: 3.5159, loss: 3.5159, grad_norm: 2.3443 2020-07-25 17:02:43,551 - mmaction - INFO - Epoch [67][3200/3757] lr: 7.034e-02, eta: 3 days, 1:23:32, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4805, loss_cls: 3.5612, loss: 3.5612, grad_norm: 2.4486 2020-07-25 17:02:54,950 - mmaction - INFO - Epoch [67][3220/3757] lr: 7.034e-02, eta: 3 days, 1:23:16, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4766, loss_cls: 3.5781, loss: 3.5781, grad_norm: 2.3836 2020-07-25 17:03:06,283 - mmaction - INFO - Epoch [67][3240/3757] lr: 7.034e-02, eta: 3 days, 1:22:59, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4602, loss_cls: 3.6162, loss: 3.6162, grad_norm: 2.3786 2020-07-25 17:03:17,639 - mmaction - INFO - Epoch [67][3260/3757] lr: 7.034e-02, eta: 3 days, 1:22:43, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5227, loss_cls: 3.3512, loss: 3.3512, grad_norm: 2.3344 2020-07-25 17:03:29,025 - mmaction - INFO - Epoch [67][3280/3757] lr: 7.034e-02, eta: 3 days, 1:22:27, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4828, loss_cls: 3.5356, loss: 3.5356, grad_norm: 2.5252 2020-07-25 17:03:40,461 - mmaction - INFO - Epoch [67][3300/3757] lr: 7.034e-02, eta: 3 days, 1:22:11, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.4898, loss_cls: 3.5123, loss: 3.5123, grad_norm: 2.3730 2020-07-25 17:03:51,838 - mmaction - INFO - Epoch [67][3320/3757] lr: 7.034e-02, eta: 3 days, 1:21:55, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4969, loss_cls: 3.5691, loss: 3.5691, grad_norm: 2.4070 2020-07-25 17:04:03,028 - mmaction - INFO - Epoch [67][3340/3757] lr: 7.034e-02, eta: 3 days, 1:21:38, time: 0.560, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4984, loss_cls: 3.5410, loss: 3.5410, grad_norm: 2.3821 2020-07-25 17:04:14,408 - mmaction - INFO - Epoch [67][3360/3757] lr: 7.034e-02, eta: 3 days, 1:21:22, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4930, loss_cls: 3.5333, loss: 3.5333, grad_norm: 2.3664 2020-07-25 17:04:25,655 - mmaction - INFO - Epoch [67][3380/3757] lr: 7.034e-02, eta: 3 days, 1:21:05, time: 0.562, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4914, loss_cls: 3.5729, loss: 3.5729, grad_norm: 2.3618 2020-07-25 17:04:37,019 - mmaction - INFO - Epoch [67][3400/3757] lr: 7.034e-02, eta: 3 days, 1:20:49, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4813, loss_cls: 3.5929, loss: 3.5929, grad_norm: 2.3605 2020-07-25 17:04:48,481 - mmaction - INFO - Epoch [67][3420/3757] lr: 7.034e-02, eta: 3 days, 1:20:33, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2641, top5_acc: 0.5000, loss_cls: 3.4921, loss: 3.4921, grad_norm: 2.3404 2020-07-25 17:04:59,864 - mmaction - INFO - Epoch [67][3440/3757] lr: 7.034e-02, eta: 3 days, 1:20:17, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.4961, loss_cls: 3.5405, loss: 3.5405, grad_norm: 2.4322 2020-07-25 17:05:11,234 - mmaction - INFO - Epoch [67][3460/3757] lr: 7.034e-02, eta: 3 days, 1:20:01, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4875, loss_cls: 3.5474, loss: 3.5474, grad_norm: 2.3861 2020-07-25 17:05:22,668 - mmaction - INFO - Epoch [67][3480/3757] lr: 7.034e-02, eta: 3 days, 1:19:45, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.5008, loss_cls: 3.4655, loss: 3.4655, grad_norm: 2.4097 2020-07-25 17:05:34,062 - mmaction - INFO - Epoch [67][3500/3757] lr: 7.034e-02, eta: 3 days, 1:19:29, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4773, loss_cls: 3.6038, loss: 3.6038, grad_norm: 2.4554 2020-07-25 17:05:45,517 - mmaction - INFO - Epoch [67][3520/3757] lr: 7.034e-02, eta: 3 days, 1:19:13, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5008, loss_cls: 3.5247, loss: 3.5247, grad_norm: 2.4225 2020-07-25 17:05:56,870 - mmaction - INFO - Epoch [67][3540/3757] lr: 7.034e-02, eta: 3 days, 1:18:57, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4711, loss_cls: 3.5995, loss: 3.5995, grad_norm: 2.3948 2020-07-25 17:06:08,291 - mmaction - INFO - Epoch [67][3560/3757] lr: 7.034e-02, eta: 3 days, 1:18:41, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4891, loss_cls: 3.5741, loss: 3.5741, grad_norm: 2.3678 2020-07-25 17:06:19,781 - mmaction - INFO - Epoch [67][3580/3757] lr: 7.034e-02, eta: 3 days, 1:18:25, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4828, loss_cls: 3.5646, loss: 3.5646, grad_norm: 2.3402 2020-07-25 17:06:31,215 - mmaction - INFO - Epoch [67][3600/3757] lr: 7.034e-02, eta: 3 days, 1:18:09, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4828, loss_cls: 3.5800, loss: 3.5800, grad_norm: 2.3835 2020-07-25 17:06:42,581 - mmaction - INFO - Epoch [67][3620/3757] lr: 7.034e-02, eta: 3 days, 1:17:53, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.5148, loss_cls: 3.4308, loss: 3.4308, grad_norm: 2.3391 2020-07-25 17:06:53,986 - mmaction - INFO - Epoch [67][3640/3757] lr: 7.034e-02, eta: 3 days, 1:17:37, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.5008, loss_cls: 3.5411, loss: 3.5411, grad_norm: 2.3387 2020-07-25 17:07:05,377 - mmaction - INFO - Epoch [67][3660/3757] lr: 7.034e-02, eta: 3 days, 1:17:21, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4578, loss_cls: 3.6507, loss: 3.6507, grad_norm: 2.4230 2020-07-25 17:07:16,758 - mmaction - INFO - Epoch [67][3680/3757] lr: 7.034e-02, eta: 3 days, 1:17:05, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4813, loss_cls: 3.5906, loss: 3.5906, grad_norm: 2.3322 2020-07-25 17:07:28,213 - mmaction - INFO - Epoch [67][3700/3757] lr: 7.034e-02, eta: 3 days, 1:16:49, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4727, loss_cls: 3.6335, loss: 3.6335, grad_norm: 2.3847 2020-07-25 17:07:39,609 - mmaction - INFO - Epoch [67][3720/3757] lr: 7.034e-02, eta: 3 days, 1:16:33, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.4977, loss_cls: 3.4986, loss: 3.4986, grad_norm: 2.2841 2020-07-25 17:07:51,027 - mmaction - INFO - Epoch [67][3740/3757] lr: 7.034e-02, eta: 3 days, 1:16:17, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4922, loss_cls: 3.5430, loss: 3.5430, grad_norm: 2.3709 2020-07-25 17:11:09,261 - mmaction - INFO - Epoch [68][20/3757] lr: 6.954e-02, eta: 3 days, 1:25:15, time: 9.101, data_time: 8.407, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4867, loss_cls: 3.5743, loss: 3.5743, grad_norm: 2.4184 2020-07-25 17:11:20,759 - mmaction - INFO - Epoch [68][40/3757] lr: 6.954e-02, eta: 3 days, 1:24:59, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4906, loss_cls: 3.5195, loss: 3.5195, grad_norm: 2.3417 2020-07-25 17:11:32,476 - mmaction - INFO - Epoch [68][60/3757] lr: 6.954e-02, eta: 3 days, 1:24:44, time: 0.586, data_time: 0.016, memory: 5232, top1_acc: 0.2500, top5_acc: 0.5031, loss_cls: 3.5005, loss: 3.5005, grad_norm: 2.3462 2020-07-25 17:11:43,918 - mmaction - INFO - Epoch [68][80/3757] lr: 6.954e-02, eta: 3 days, 1:24:28, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.5008, loss_cls: 3.4942, loss: 3.4942, grad_norm: 2.3462 2020-07-25 17:11:55,229 - mmaction - INFO - Epoch [68][100/3757] lr: 6.954e-02, eta: 3 days, 1:24:12, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.5047, loss_cls: 3.4584, loss: 3.4584, grad_norm: 2.4005 2020-07-25 17:12:06,493 - mmaction - INFO - Epoch [68][120/3757] lr: 6.954e-02, eta: 3 days, 1:23:55, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.5141, loss_cls: 3.4801, loss: 3.4801, grad_norm: 2.4261 2020-07-25 17:12:17,857 - mmaction - INFO - Epoch [68][140/3757] lr: 6.954e-02, eta: 3 days, 1:23:39, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.5023, loss_cls: 3.4823, loss: 3.4823, grad_norm: 2.4302 2020-07-25 17:12:29,210 - mmaction - INFO - Epoch [68][160/3757] lr: 6.954e-02, eta: 3 days, 1:23:23, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5117, loss_cls: 3.4340, loss: 3.4340, grad_norm: 2.4170 2020-07-25 17:12:40,572 - mmaction - INFO - Epoch [68][180/3757] lr: 6.954e-02, eta: 3 days, 1:23:06, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.4969, loss_cls: 3.4815, loss: 3.4815, grad_norm: 2.3983 2020-07-25 17:12:51,906 - mmaction - INFO - Epoch [68][200/3757] lr: 6.954e-02, eta: 3 days, 1:22:50, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5078, loss_cls: 3.4544, loss: 3.4544, grad_norm: 2.3751 2020-07-25 17:13:03,261 - mmaction - INFO - Epoch [68][220/3757] lr: 6.954e-02, eta: 3 days, 1:22:34, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4820, loss_cls: 3.5287, loss: 3.5287, grad_norm: 2.3804 2020-07-25 17:13:14,637 - mmaction - INFO - Epoch [68][240/3757] lr: 6.954e-02, eta: 3 days, 1:22:17, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5094, loss_cls: 3.4684, loss: 3.4684, grad_norm: 2.4328 2020-07-25 17:13:25,928 - mmaction - INFO - Epoch [68][260/3757] lr: 6.954e-02, eta: 3 days, 1:22:01, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4922, loss_cls: 3.5705, loss: 3.5705, grad_norm: 2.4043 2020-07-25 17:13:37,290 - mmaction - INFO - Epoch [68][280/3757] lr: 6.954e-02, eta: 3 days, 1:21:45, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4797, loss_cls: 3.6147, loss: 3.6147, grad_norm: 2.4332 2020-07-25 17:13:48,688 - mmaction - INFO - Epoch [68][300/3757] lr: 6.954e-02, eta: 3 days, 1:21:28, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4984, loss_cls: 3.4973, loss: 3.4973, grad_norm: 2.4535 2020-07-25 17:14:00,058 - mmaction - INFO - Epoch [68][320/3757] lr: 6.954e-02, eta: 3 days, 1:21:12, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4742, loss_cls: 3.6009, loss: 3.6009, grad_norm: 2.4356 2020-07-25 17:14:11,456 - mmaction - INFO - Epoch [68][340/3757] lr: 6.954e-02, eta: 3 days, 1:20:56, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4680, loss_cls: 3.6575, loss: 3.6575, grad_norm: 2.4159 2020-07-25 17:14:22,934 - mmaction - INFO - Epoch [68][360/3757] lr: 6.954e-02, eta: 3 days, 1:20:40, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4813, loss_cls: 3.5429, loss: 3.5429, grad_norm: 2.4041 2020-07-25 17:14:34,267 - mmaction - INFO - Epoch [68][380/3757] lr: 6.954e-02, eta: 3 days, 1:20:24, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4859, loss_cls: 3.6059, loss: 3.6059, grad_norm: 2.5008 2020-07-25 17:14:45,638 - mmaction - INFO - Epoch [68][400/3757] lr: 6.954e-02, eta: 3 days, 1:20:08, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4992, loss_cls: 3.4849, loss: 3.4849, grad_norm: 2.4180 2020-07-25 17:14:57,012 - mmaction - INFO - Epoch [68][420/3757] lr: 6.954e-02, eta: 3 days, 1:19:51, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.5023, loss_cls: 3.5068, loss: 3.5068, grad_norm: 2.3651 2020-07-25 17:15:08,423 - mmaction - INFO - Epoch [68][440/3757] lr: 6.954e-02, eta: 3 days, 1:19:35, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2492, top5_acc: 0.5031, loss_cls: 3.4932, loss: 3.4932, grad_norm: 2.4296 2020-07-25 17:15:19,787 - mmaction - INFO - Epoch [68][460/3757] lr: 6.954e-02, eta: 3 days, 1:19:19, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5062, loss_cls: 3.5137, loss: 3.5137, grad_norm: 2.3813 2020-07-25 17:15:31,280 - mmaction - INFO - Epoch [68][480/3757] lr: 6.954e-02, eta: 3 days, 1:19:03, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4922, loss_cls: 3.5235, loss: 3.5235, grad_norm: 2.3831 2020-07-25 17:15:42,638 - mmaction - INFO - Epoch [68][500/3757] lr: 6.954e-02, eta: 3 days, 1:18:47, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4930, loss_cls: 3.4961, loss: 3.4961, grad_norm: 2.3237 2020-07-25 17:15:53,972 - mmaction - INFO - Epoch [68][520/3757] lr: 6.954e-02, eta: 3 days, 1:18:31, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.4891, loss_cls: 3.5592, loss: 3.5592, grad_norm: 2.4100 2020-07-25 17:16:05,293 - mmaction - INFO - Epoch [68][540/3757] lr: 6.954e-02, eta: 3 days, 1:18:14, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.5258, loss_cls: 3.5177, loss: 3.5177, grad_norm: 2.4203 2020-07-25 17:16:16,794 - mmaction - INFO - Epoch [68][560/3757] lr: 6.954e-02, eta: 3 days, 1:17:58, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4844, loss_cls: 3.6023, loss: 3.6023, grad_norm: 2.4369 2020-07-25 17:16:28,108 - mmaction - INFO - Epoch [68][580/3757] lr: 6.954e-02, eta: 3 days, 1:17:42, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5125, loss_cls: 3.4438, loss: 3.4438, grad_norm: 2.3270 2020-07-25 17:16:39,548 - mmaction - INFO - Epoch [68][600/3757] lr: 6.954e-02, eta: 3 days, 1:17:26, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4977, loss_cls: 3.5142, loss: 3.5142, grad_norm: 2.3988 2020-07-25 17:16:50,907 - mmaction - INFO - Epoch [68][620/3757] lr: 6.954e-02, eta: 3 days, 1:17:10, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4906, loss_cls: 3.6177, loss: 3.6177, grad_norm: 2.4446 2020-07-25 17:17:02,344 - mmaction - INFO - Epoch [68][640/3757] lr: 6.954e-02, eta: 3 days, 1:16:54, time: 0.572, data_time: 0.011, memory: 5232, top1_acc: 0.2562, top5_acc: 0.5070, loss_cls: 3.4586, loss: 3.4586, grad_norm: 2.4085 2020-07-25 17:17:13,726 - mmaction - INFO - Epoch [68][660/3757] lr: 6.954e-02, eta: 3 days, 1:16:38, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4836, loss_cls: 3.5414, loss: 3.5414, grad_norm: 2.4393 2020-07-25 17:17:25,057 - mmaction - INFO - Epoch [68][680/3757] lr: 6.954e-02, eta: 3 days, 1:16:21, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4984, loss_cls: 3.5121, loss: 3.5121, grad_norm: 2.3555 2020-07-25 17:17:36,389 - mmaction - INFO - Epoch [68][700/3757] lr: 6.954e-02, eta: 3 days, 1:16:05, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4883, loss_cls: 3.5341, loss: 3.5341, grad_norm: 2.3390 2020-07-25 17:17:47,789 - mmaction - INFO - Epoch [68][720/3757] lr: 6.954e-02, eta: 3 days, 1:15:49, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4891, loss_cls: 3.5495, loss: 3.5495, grad_norm: 2.4224 2020-07-25 17:17:59,172 - mmaction - INFO - Epoch [68][740/3757] lr: 6.954e-02, eta: 3 days, 1:15:33, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4984, loss_cls: 3.4865, loss: 3.4865, grad_norm: 2.4140 2020-07-25 17:18:10,572 - mmaction - INFO - Epoch [68][760/3757] lr: 6.954e-02, eta: 3 days, 1:15:16, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2641, top5_acc: 0.4859, loss_cls: 3.5388, loss: 3.5388, grad_norm: 2.4494 2020-07-25 17:18:21,909 - mmaction - INFO - Epoch [68][780/3757] lr: 6.954e-02, eta: 3 days, 1:15:00, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4813, loss_cls: 3.6198, loss: 3.6198, grad_norm: 2.4745 2020-07-25 17:18:33,189 - mmaction - INFO - Epoch [68][800/3757] lr: 6.954e-02, eta: 3 days, 1:14:44, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.5078, loss_cls: 3.5061, loss: 3.5061, grad_norm: 2.3040 2020-07-25 17:18:44,488 - mmaction - INFO - Epoch [68][820/3757] lr: 6.954e-02, eta: 3 days, 1:14:27, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4813, loss_cls: 3.6026, loss: 3.6026, grad_norm: 2.4043 2020-07-25 17:18:55,862 - mmaction - INFO - Epoch [68][840/3757] lr: 6.954e-02, eta: 3 days, 1:14:11, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.5070, loss_cls: 3.5305, loss: 3.5305, grad_norm: 2.4068 2020-07-25 17:19:07,294 - mmaction - INFO - Epoch [68][860/3757] lr: 6.954e-02, eta: 3 days, 1:13:55, time: 0.572, data_time: 0.010, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4898, loss_cls: 3.5598, loss: 3.5598, grad_norm: 2.4271 2020-07-25 17:19:18,691 - mmaction - INFO - Epoch [68][880/3757] lr: 6.954e-02, eta: 3 days, 1:13:39, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4820, loss_cls: 3.5380, loss: 3.5380, grad_norm: 2.3801 2020-07-25 17:19:30,098 - mmaction - INFO - Epoch [68][900/3757] lr: 6.954e-02, eta: 3 days, 1:13:23, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.5016, loss_cls: 3.5576, loss: 3.5576, grad_norm: 2.4105 2020-07-25 17:19:41,500 - mmaction - INFO - Epoch [68][920/3757] lr: 6.954e-02, eta: 3 days, 1:13:07, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4898, loss_cls: 3.4999, loss: 3.4999, grad_norm: 2.3498 2020-07-25 17:19:52,813 - mmaction - INFO - Epoch [68][940/3757] lr: 6.954e-02, eta: 3 days, 1:12:50, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4813, loss_cls: 3.5556, loss: 3.5556, grad_norm: 2.3440 2020-07-25 17:20:04,032 - mmaction - INFO - Epoch [68][960/3757] lr: 6.954e-02, eta: 3 days, 1:12:34, time: 0.561, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.5055, loss_cls: 3.5526, loss: 3.5526, grad_norm: 2.3363 2020-07-25 17:20:15,387 - mmaction - INFO - Epoch [68][980/3757] lr: 6.954e-02, eta: 3 days, 1:12:17, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5117, loss_cls: 3.5354, loss: 3.5354, grad_norm: 2.3638 2020-07-25 17:20:26,673 - mmaction - INFO - Epoch [68][1000/3757] lr: 6.954e-02, eta: 3 days, 1:12:01, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4828, loss_cls: 3.5964, loss: 3.5964, grad_norm: 2.3889 2020-07-25 17:20:38,082 - mmaction - INFO - Epoch [68][1020/3757] lr: 6.954e-02, eta: 3 days, 1:11:45, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4922, loss_cls: 3.5997, loss: 3.5997, grad_norm: 2.4133 2020-07-25 17:20:49,465 - mmaction - INFO - Epoch [68][1040/3757] lr: 6.954e-02, eta: 3 days, 1:11:29, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4914, loss_cls: 3.5892, loss: 3.5892, grad_norm: 2.4393 2020-07-25 17:21:00,851 - mmaction - INFO - Epoch [68][1060/3757] lr: 6.954e-02, eta: 3 days, 1:11:12, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.5008, loss_cls: 3.5618, loss: 3.5618, grad_norm: 2.3968 2020-07-25 17:21:12,316 - mmaction - INFO - Epoch [68][1080/3757] lr: 6.954e-02, eta: 3 days, 1:10:57, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4867, loss_cls: 3.5322, loss: 3.5322, grad_norm: 2.3976 2020-07-25 17:21:23,615 - mmaction - INFO - Epoch [68][1100/3757] lr: 6.954e-02, eta: 3 days, 1:10:40, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4906, loss_cls: 3.5380, loss: 3.5380, grad_norm: 2.4122 2020-07-25 17:21:35,042 - mmaction - INFO - Epoch [68][1120/3757] lr: 6.954e-02, eta: 3 days, 1:10:24, time: 0.571, data_time: 0.010, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4883, loss_cls: 3.5661, loss: 3.5661, grad_norm: 2.4817 2020-07-25 17:21:46,632 - mmaction - INFO - Epoch [68][1140/3757] lr: 6.954e-02, eta: 3 days, 1:10:09, time: 0.580, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5000, loss_cls: 3.5416, loss: 3.5416, grad_norm: 2.4181 2020-07-25 17:21:57,965 - mmaction - INFO - Epoch [68][1160/3757] lr: 6.954e-02, eta: 3 days, 1:09:52, time: 0.566, data_time: 0.001, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4695, loss_cls: 3.6132, loss: 3.6132, grad_norm: 2.3787 2020-07-25 17:22:09,471 - mmaction - INFO - Epoch [68][1180/3757] lr: 6.954e-02, eta: 3 days, 1:09:37, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4961, loss_cls: 3.4971, loss: 3.4971, grad_norm: 2.3729 2020-07-25 17:22:20,999 - mmaction - INFO - Epoch [68][1200/3757] lr: 6.954e-02, eta: 3 days, 1:09:21, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.5102, loss_cls: 3.5060, loss: 3.5060, grad_norm: 2.3787 2020-07-25 17:22:32,404 - mmaction - INFO - Epoch [68][1220/3757] lr: 6.954e-02, eta: 3 days, 1:09:05, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.4867, loss_cls: 3.5358, loss: 3.5358, grad_norm: 2.3180 2020-07-25 17:22:43,783 - mmaction - INFO - Epoch [68][1240/3757] lr: 6.954e-02, eta: 3 days, 1:08:49, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.4969, loss_cls: 3.5118, loss: 3.5118, grad_norm: 2.3957 2020-07-25 17:22:55,144 - mmaction - INFO - Epoch [68][1260/3757] lr: 6.954e-02, eta: 3 days, 1:08:33, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.4805, loss_cls: 3.6116, loss: 3.6116, grad_norm: 2.4230 2020-07-25 17:23:06,480 - mmaction - INFO - Epoch [68][1280/3757] lr: 6.954e-02, eta: 3 days, 1:08:16, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4953, loss_cls: 3.5314, loss: 3.5314, grad_norm: 2.3834 2020-07-25 17:23:17,885 - mmaction - INFO - Epoch [68][1300/3757] lr: 6.954e-02, eta: 3 days, 1:08:00, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4906, loss_cls: 3.5392, loss: 3.5392, grad_norm: 2.3804 2020-07-25 17:23:29,249 - mmaction - INFO - Epoch [68][1320/3757] lr: 6.954e-02, eta: 3 days, 1:07:44, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5336, loss_cls: 3.3641, loss: 3.3641, grad_norm: 2.3332 2020-07-25 17:23:40,600 - mmaction - INFO - Epoch [68][1340/3757] lr: 6.954e-02, eta: 3 days, 1:07:28, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.5062, loss_cls: 3.4901, loss: 3.4901, grad_norm: 2.4147 2020-07-25 17:23:51,984 - mmaction - INFO - Epoch [68][1360/3757] lr: 6.954e-02, eta: 3 days, 1:07:12, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.4969, loss_cls: 3.4836, loss: 3.4836, grad_norm: 2.4512 2020-07-25 17:24:03,342 - mmaction - INFO - Epoch [68][1380/3757] lr: 6.954e-02, eta: 3 days, 1:06:56, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4797, loss_cls: 3.6470, loss: 3.6470, grad_norm: 2.4361 2020-07-25 17:24:14,744 - mmaction - INFO - Epoch [68][1400/3757] lr: 6.954e-02, eta: 3 days, 1:06:39, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4719, loss_cls: 3.6482, loss: 3.6482, grad_norm: 2.3622 2020-07-25 17:24:26,168 - mmaction - INFO - Epoch [68][1420/3757] lr: 6.954e-02, eta: 3 days, 1:06:24, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4930, loss_cls: 3.5122, loss: 3.5122, grad_norm: 2.3028 2020-07-25 17:24:37,560 - mmaction - INFO - Epoch [68][1440/3757] lr: 6.954e-02, eta: 3 days, 1:06:07, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4820, loss_cls: 3.5872, loss: 3.5872, grad_norm: 2.4411 2020-07-25 17:24:49,074 - mmaction - INFO - Epoch [68][1460/3757] lr: 6.954e-02, eta: 3 days, 1:05:52, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4789, loss_cls: 3.5200, loss: 3.5200, grad_norm: 2.3844 2020-07-25 17:25:00,524 - mmaction - INFO - Epoch [68][1480/3757] lr: 6.954e-02, eta: 3 days, 1:05:36, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5078, loss_cls: 3.4370, loss: 3.4370, grad_norm: 2.3439 2020-07-25 17:25:11,927 - mmaction - INFO - Epoch [68][1500/3757] lr: 6.954e-02, eta: 3 days, 1:05:20, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.4898, loss_cls: 3.5594, loss: 3.5594, grad_norm: 2.4472 2020-07-25 17:25:23,317 - mmaction - INFO - Epoch [68][1520/3757] lr: 6.954e-02, eta: 3 days, 1:05:04, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.4906, loss_cls: 3.5079, loss: 3.5079, grad_norm: 2.3453 2020-07-25 17:25:34,747 - mmaction - INFO - Epoch [68][1540/3757] lr: 6.954e-02, eta: 3 days, 1:04:48, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.5070, loss_cls: 3.5526, loss: 3.5526, grad_norm: 2.4978 2020-07-25 17:25:46,153 - mmaction - INFO - Epoch [68][1560/3757] lr: 6.954e-02, eta: 3 days, 1:04:32, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4883, loss_cls: 3.5522, loss: 3.5522, grad_norm: 2.4810 2020-07-25 17:25:57,574 - mmaction - INFO - Epoch [68][1580/3757] lr: 6.954e-02, eta: 3 days, 1:04:16, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.5023, loss_cls: 3.4368, loss: 3.4368, grad_norm: 2.4181 2020-07-25 17:26:09,229 - mmaction - INFO - Epoch [68][1600/3757] lr: 6.954e-02, eta: 3 days, 1:04:01, time: 0.583, data_time: 0.018, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4773, loss_cls: 3.5549, loss: 3.5549, grad_norm: 2.4425 2020-07-25 17:26:20,606 - mmaction - INFO - Epoch [68][1620/3757] lr: 6.954e-02, eta: 3 days, 1:03:45, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4797, loss_cls: 3.5579, loss: 3.5579, grad_norm: 2.3772 2020-07-25 17:26:32,015 - mmaction - INFO - Epoch [68][1640/3757] lr: 6.954e-02, eta: 3 days, 1:03:29, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.4852, loss_cls: 3.5687, loss: 3.5687, grad_norm: 2.3386 2020-07-25 17:26:43,355 - mmaction - INFO - Epoch [68][1660/3757] lr: 6.954e-02, eta: 3 days, 1:03:12, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4906, loss_cls: 3.4949, loss: 3.4949, grad_norm: 2.3582 2020-07-25 17:26:54,675 - mmaction - INFO - Epoch [68][1680/3757] lr: 6.954e-02, eta: 3 days, 1:02:56, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.2648, top5_acc: 0.4859, loss_cls: 3.5707, loss: 3.5707, grad_norm: 2.4724 2020-07-25 17:27:06,094 - mmaction - INFO - Epoch [68][1700/3757] lr: 6.954e-02, eta: 3 days, 1:02:40, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5109, loss_cls: 3.4428, loss: 3.4428, grad_norm: 2.3697 2020-07-25 17:27:17,647 - mmaction - INFO - Epoch [68][1720/3757] lr: 6.954e-02, eta: 3 days, 1:02:24, time: 0.578, data_time: 0.004, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4898, loss_cls: 3.5373, loss: 3.5373, grad_norm: 2.4241 2020-07-25 17:27:29,084 - mmaction - INFO - Epoch [68][1740/3757] lr: 6.954e-02, eta: 3 days, 1:02:09, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4719, loss_cls: 3.6252, loss: 3.6252, grad_norm: 2.3857 2020-07-25 17:27:40,461 - mmaction - INFO - Epoch [68][1760/3757] lr: 6.954e-02, eta: 3 days, 1:01:52, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5039, loss_cls: 3.4893, loss: 3.4893, grad_norm: 2.3560 2020-07-25 17:27:51,800 - mmaction - INFO - Epoch [68][1780/3757] lr: 6.954e-02, eta: 3 days, 1:01:36, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4703, loss_cls: 3.6241, loss: 3.6241, grad_norm: 2.4756 2020-07-25 17:28:03,121 - mmaction - INFO - Epoch [68][1800/3757] lr: 6.954e-02, eta: 3 days, 1:01:20, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4875, loss_cls: 3.5526, loss: 3.5526, grad_norm: 2.3699 2020-07-25 17:28:14,524 - mmaction - INFO - Epoch [68][1820/3757] lr: 6.954e-02, eta: 3 days, 1:01:04, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4969, loss_cls: 3.5196, loss: 3.5196, grad_norm: 2.3583 2020-07-25 17:28:25,861 - mmaction - INFO - Epoch [68][1840/3757] lr: 6.954e-02, eta: 3 days, 1:00:48, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.5039, loss_cls: 3.4898, loss: 3.4898, grad_norm: 2.3304 2020-07-25 17:28:37,151 - mmaction - INFO - Epoch [68][1860/3757] lr: 6.954e-02, eta: 3 days, 1:00:31, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4875, loss_cls: 3.5179, loss: 3.5179, grad_norm: 2.3668 2020-07-25 17:28:48,573 - mmaction - INFO - Epoch [68][1880/3757] lr: 6.954e-02, eta: 3 days, 1:00:15, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.5047, loss_cls: 3.4417, loss: 3.4417, grad_norm: 2.3901 2020-07-25 17:28:59,995 - mmaction - INFO - Epoch [68][1900/3757] lr: 6.954e-02, eta: 3 days, 0:59:59, time: 0.571, data_time: 0.007, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4828, loss_cls: 3.5103, loss: 3.5103, grad_norm: 2.5410 2020-07-25 17:29:11,456 - mmaction - INFO - Epoch [68][1920/3757] lr: 6.954e-02, eta: 3 days, 0:59:44, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4664, loss_cls: 3.6230, loss: 3.6230, grad_norm: 2.4762 2020-07-25 17:29:23,037 - mmaction - INFO - Epoch [68][1940/3757] lr: 6.954e-02, eta: 3 days, 0:59:28, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4805, loss_cls: 3.5845, loss: 3.5845, grad_norm: 2.4274 2020-07-25 17:29:34,285 - mmaction - INFO - Epoch [68][1960/3757] lr: 6.954e-02, eta: 3 days, 0:59:12, time: 0.562, data_time: 0.001, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4922, loss_cls: 3.5687, loss: 3.5687, grad_norm: 2.5265 2020-07-25 17:29:45,699 - mmaction - INFO - Epoch [68][1980/3757] lr: 6.954e-02, eta: 3 days, 0:58:56, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4813, loss_cls: 3.5960, loss: 3.5960, grad_norm: 2.4243 2020-07-25 17:29:57,130 - mmaction - INFO - Epoch [68][2000/3757] lr: 6.954e-02, eta: 3 days, 0:58:40, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4719, loss_cls: 3.6405, loss: 3.6405, grad_norm: 2.3746 2020-07-25 17:30:08,490 - mmaction - INFO - Epoch [68][2020/3757] lr: 6.954e-02, eta: 3 days, 0:58:24, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4813, loss_cls: 3.5328, loss: 3.5328, grad_norm: 2.3651 2020-07-25 17:30:19,918 - mmaction - INFO - Epoch [68][2040/3757] lr: 6.954e-02, eta: 3 days, 0:58:08, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4742, loss_cls: 3.5656, loss: 3.5656, grad_norm: 2.3959 2020-07-25 17:30:31,271 - mmaction - INFO - Epoch [68][2060/3757] lr: 6.954e-02, eta: 3 days, 0:57:51, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4906, loss_cls: 3.5880, loss: 3.5880, grad_norm: 2.4009 2020-07-25 17:30:42,758 - mmaction - INFO - Epoch [68][2080/3757] lr: 6.954e-02, eta: 3 days, 0:57:36, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5250, loss_cls: 3.4029, loss: 3.4029, grad_norm: 2.4401 2020-07-25 17:30:54,143 - mmaction - INFO - Epoch [68][2100/3757] lr: 6.954e-02, eta: 3 days, 0:57:20, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4898, loss_cls: 3.5729, loss: 3.5729, grad_norm: 2.3766 2020-07-25 17:31:05,689 - mmaction - INFO - Epoch [68][2120/3757] lr: 6.954e-02, eta: 3 days, 0:57:04, time: 0.577, data_time: 0.006, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4773, loss_cls: 3.5897, loss: 3.5897, grad_norm: 2.4462 2020-07-25 17:31:17,081 - mmaction - INFO - Epoch [68][2140/3757] lr: 6.954e-02, eta: 3 days, 0:56:48, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4930, loss_cls: 3.4909, loss: 3.4909, grad_norm: 2.3828 2020-07-25 17:31:28,476 - mmaction - INFO - Epoch [68][2160/3757] lr: 6.954e-02, eta: 3 days, 0:56:32, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.4898, loss_cls: 3.5010, loss: 3.5010, grad_norm: 2.3779 2020-07-25 17:31:39,780 - mmaction - INFO - Epoch [68][2180/3757] lr: 6.954e-02, eta: 3 days, 0:56:16, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4766, loss_cls: 3.5330, loss: 3.5330, grad_norm: 2.4183 2020-07-25 17:31:51,143 - mmaction - INFO - Epoch [68][2200/3757] lr: 6.954e-02, eta: 3 days, 0:56:00, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4758, loss_cls: 3.5550, loss: 3.5550, grad_norm: 2.3713 2020-07-25 17:32:02,418 - mmaction - INFO - Epoch [68][2220/3757] lr: 6.954e-02, eta: 3 days, 0:55:43, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4883, loss_cls: 3.5416, loss: 3.5416, grad_norm: 2.4524 2020-07-25 17:32:13,764 - mmaction - INFO - Epoch [68][2240/3757] lr: 6.954e-02, eta: 3 days, 0:55:27, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4688, loss_cls: 3.5967, loss: 3.5967, grad_norm: 2.4497 2020-07-25 17:32:25,172 - mmaction - INFO - Epoch [68][2260/3757] lr: 6.954e-02, eta: 3 days, 0:55:11, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.5008, loss_cls: 3.4930, loss: 3.4930, grad_norm: 2.3871 2020-07-25 17:32:36,503 - mmaction - INFO - Epoch [68][2280/3757] lr: 6.954e-02, eta: 3 days, 0:54:55, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4688, loss_cls: 3.6707, loss: 3.6707, grad_norm: 2.4177 2020-07-25 17:32:47,920 - mmaction - INFO - Epoch [68][2300/3757] lr: 6.954e-02, eta: 3 days, 0:54:39, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5141, loss_cls: 3.4916, loss: 3.4916, grad_norm: 2.3971 2020-07-25 17:32:59,360 - mmaction - INFO - Epoch [68][2320/3757] lr: 6.954e-02, eta: 3 days, 0:54:23, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4977, loss_cls: 3.5332, loss: 3.5332, grad_norm: 2.3969 2020-07-25 17:33:10,754 - mmaction - INFO - Epoch [68][2340/3757] lr: 6.954e-02, eta: 3 days, 0:54:07, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4828, loss_cls: 3.5511, loss: 3.5511, grad_norm: 2.4819 2020-07-25 17:33:22,158 - mmaction - INFO - Epoch [68][2360/3757] lr: 6.954e-02, eta: 3 days, 0:53:51, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.4938, loss_cls: 3.5195, loss: 3.5195, grad_norm: 2.4282 2020-07-25 17:33:33,526 - mmaction - INFO - Epoch [68][2380/3757] lr: 6.954e-02, eta: 3 days, 0:53:35, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4914, loss_cls: 3.5154, loss: 3.5154, grad_norm: 2.3615 2020-07-25 17:33:44,973 - mmaction - INFO - Epoch [68][2400/3757] lr: 6.954e-02, eta: 3 days, 0:53:19, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4875, loss_cls: 3.5772, loss: 3.5772, grad_norm: 2.4119 2020-07-25 17:33:56,348 - mmaction - INFO - Epoch [68][2420/3757] lr: 6.954e-02, eta: 3 days, 0:53:03, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4727, loss_cls: 3.5673, loss: 3.5673, grad_norm: 2.3625 2020-07-25 17:34:07,764 - mmaction - INFO - Epoch [68][2440/3757] lr: 6.954e-02, eta: 3 days, 0:52:47, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4703, loss_cls: 3.6360, loss: 3.6360, grad_norm: 2.3597 2020-07-25 17:34:19,064 - mmaction - INFO - Epoch [68][2460/3757] lr: 6.954e-02, eta: 3 days, 0:52:31, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4750, loss_cls: 3.6260, loss: 3.6260, grad_norm: 2.3691 2020-07-25 17:34:30,430 - mmaction - INFO - Epoch [68][2480/3757] lr: 6.954e-02, eta: 3 days, 0:52:15, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.5031, loss_cls: 3.5214, loss: 3.5214, grad_norm: 2.3361 2020-07-25 17:34:41,797 - mmaction - INFO - Epoch [68][2500/3757] lr: 6.954e-02, eta: 3 days, 0:51:59, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4836, loss_cls: 3.5344, loss: 3.5344, grad_norm: 2.3629 2020-07-25 17:34:53,259 - mmaction - INFO - Epoch [68][2520/3757] lr: 6.954e-02, eta: 3 days, 0:51:43, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.5000, loss_cls: 3.5332, loss: 3.5332, grad_norm: 2.4148 2020-07-25 17:35:04,793 - mmaction - INFO - Epoch [68][2540/3757] lr: 6.954e-02, eta: 3 days, 0:51:27, time: 0.577, data_time: 0.015, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4641, loss_cls: 3.6146, loss: 3.6146, grad_norm: 2.3484 2020-07-25 17:35:16,214 - mmaction - INFO - Epoch [68][2560/3757] lr: 6.954e-02, eta: 3 days, 0:51:12, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2578, top5_acc: 0.5000, loss_cls: 3.4983, loss: 3.4983, grad_norm: 2.4082 2020-07-25 17:35:27,605 - mmaction - INFO - Epoch [68][2580/3757] lr: 6.954e-02, eta: 3 days, 0:50:55, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.4938, loss_cls: 3.4649, loss: 3.4649, grad_norm: 2.4332 2020-07-25 17:35:39,035 - mmaction - INFO - Epoch [68][2600/3757] lr: 6.954e-02, eta: 3 days, 0:50:40, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4727, loss_cls: 3.5445, loss: 3.5445, grad_norm: 2.4130 2020-07-25 17:35:50,388 - mmaction - INFO - Epoch [68][2620/3757] lr: 6.954e-02, eta: 3 days, 0:50:24, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4820, loss_cls: 3.5739, loss: 3.5739, grad_norm: 2.4265 2020-07-25 17:36:01,790 - mmaction - INFO - Epoch [68][2640/3757] lr: 6.954e-02, eta: 3 days, 0:50:08, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.5031, loss_cls: 3.5931, loss: 3.5931, grad_norm: 2.4497 2020-07-25 17:36:13,293 - mmaction - INFO - Epoch [68][2660/3757] lr: 6.954e-02, eta: 3 days, 0:49:52, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5172, loss_cls: 3.4193, loss: 3.4193, grad_norm: 2.3257 2020-07-25 17:36:24,642 - mmaction - INFO - Epoch [68][2680/3757] lr: 6.954e-02, eta: 3 days, 0:49:36, time: 0.568, data_time: 0.005, memory: 5232, top1_acc: 0.2547, top5_acc: 0.5039, loss_cls: 3.4535, loss: 3.4535, grad_norm: 2.4025 2020-07-25 17:36:36,079 - mmaction - INFO - Epoch [68][2700/3757] lr: 6.954e-02, eta: 3 days, 0:49:20, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.5078, loss_cls: 3.4839, loss: 3.4839, grad_norm: 2.4232 2020-07-25 17:36:47,536 - mmaction - INFO - Epoch [68][2720/3757] lr: 6.954e-02, eta: 3 days, 0:49:04, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.5031, loss_cls: 3.4977, loss: 3.4977, grad_norm: 2.3729 2020-07-25 17:36:58,931 - mmaction - INFO - Epoch [68][2740/3757] lr: 6.954e-02, eta: 3 days, 0:48:48, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.5070, loss_cls: 3.4640, loss: 3.4640, grad_norm: 2.4127 2020-07-25 17:37:10,231 - mmaction - INFO - Epoch [68][2760/3757] lr: 6.954e-02, eta: 3 days, 0:48:32, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.4898, loss_cls: 3.4752, loss: 3.4752, grad_norm: 2.4376 2020-07-25 17:37:21,756 - mmaction - INFO - Epoch [68][2780/3757] lr: 6.954e-02, eta: 3 days, 0:48:16, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.5188, loss_cls: 3.4399, loss: 3.4399, grad_norm: 2.4136 2020-07-25 17:37:33,082 - mmaction - INFO - Epoch [68][2800/3757] lr: 6.954e-02, eta: 3 days, 0:48:00, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.5062, loss_cls: 3.4735, loss: 3.4735, grad_norm: 2.4286 2020-07-25 17:37:44,641 - mmaction - INFO - Epoch [68][2820/3757] lr: 6.954e-02, eta: 3 days, 0:47:45, time: 0.578, data_time: 0.014, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5008, loss_cls: 3.4422, loss: 3.4422, grad_norm: 2.4665 2020-07-25 17:37:56,051 - mmaction - INFO - Epoch [68][2840/3757] lr: 6.954e-02, eta: 3 days, 0:47:29, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4773, loss_cls: 3.6191, loss: 3.6191, grad_norm: 2.4747 2020-07-25 17:38:07,492 - mmaction - INFO - Epoch [68][2860/3757] lr: 6.954e-02, eta: 3 days, 0:47:13, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4688, loss_cls: 3.6061, loss: 3.6061, grad_norm: 2.4062 2020-07-25 17:38:18,820 - mmaction - INFO - Epoch [68][2880/3757] lr: 6.954e-02, eta: 3 days, 0:46:57, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.5023, loss_cls: 3.4858, loss: 3.4858, grad_norm: 2.4092 2020-07-25 17:38:30,240 - mmaction - INFO - Epoch [68][2900/3757] lr: 6.954e-02, eta: 3 days, 0:46:41, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4773, loss_cls: 3.5933, loss: 3.5933, grad_norm: 2.3978 2020-07-25 17:38:41,631 - mmaction - INFO - Epoch [68][2920/3757] lr: 6.954e-02, eta: 3 days, 0:46:25, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4883, loss_cls: 3.5903, loss: 3.5903, grad_norm: 2.4362 2020-07-25 17:38:53,094 - mmaction - INFO - Epoch [68][2940/3757] lr: 6.954e-02, eta: 3 days, 0:46:09, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4914, loss_cls: 3.5400, loss: 3.5400, grad_norm: 2.3231 2020-07-25 17:39:04,752 - mmaction - INFO - Epoch [68][2960/3757] lr: 6.954e-02, eta: 3 days, 0:45:54, time: 0.582, data_time: 0.021, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4766, loss_cls: 3.5729, loss: 3.5729, grad_norm: 2.3864 2020-07-25 17:39:16,189 - mmaction - INFO - Epoch [68][2980/3757] lr: 6.954e-02, eta: 3 days, 0:45:38, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5164, loss_cls: 3.3679, loss: 3.3679, grad_norm: 2.3384 2020-07-25 17:39:27,559 - mmaction - INFO - Epoch [68][3000/3757] lr: 6.954e-02, eta: 3 days, 0:45:22, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4805, loss_cls: 3.5562, loss: 3.5562, grad_norm: 2.3941 2020-07-25 17:39:38,891 - mmaction - INFO - Epoch [68][3020/3757] lr: 6.954e-02, eta: 3 days, 0:45:06, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4898, loss_cls: 3.5609, loss: 3.5609, grad_norm: 2.3759 2020-07-25 17:39:50,355 - mmaction - INFO - Epoch [68][3040/3757] lr: 6.954e-02, eta: 3 days, 0:44:50, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4898, loss_cls: 3.5142, loss: 3.5142, grad_norm: 2.3699 2020-07-25 17:40:01,692 - mmaction - INFO - Epoch [68][3060/3757] lr: 6.954e-02, eta: 3 days, 0:44:34, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4781, loss_cls: 3.6263, loss: 3.6263, grad_norm: 2.4507 2020-07-25 17:40:13,036 - mmaction - INFO - Epoch [68][3080/3757] lr: 6.954e-02, eta: 3 days, 0:44:18, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4984, loss_cls: 3.5102, loss: 3.5102, grad_norm: 2.3317 2020-07-25 17:40:24,364 - mmaction - INFO - Epoch [68][3100/3757] lr: 6.954e-02, eta: 3 days, 0:44:02, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.4992, loss_cls: 3.4218, loss: 3.4218, grad_norm: 2.3765 2020-07-25 17:40:35,691 - mmaction - INFO - Epoch [68][3120/3757] lr: 6.954e-02, eta: 3 days, 0:43:46, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.5055, loss_cls: 3.4764, loss: 3.4764, grad_norm: 2.3619 2020-07-25 17:40:47,175 - mmaction - INFO - Epoch [68][3140/3757] lr: 6.954e-02, eta: 3 days, 0:43:30, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5008, loss_cls: 3.4621, loss: 3.4621, grad_norm: 2.4279 2020-07-25 17:40:58,491 - mmaction - INFO - Epoch [68][3160/3757] lr: 6.954e-02, eta: 3 days, 0:43:14, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4844, loss_cls: 3.5243, loss: 3.5243, grad_norm: 2.4332 2020-07-25 17:41:09,858 - mmaction - INFO - Epoch [68][3180/3757] lr: 6.954e-02, eta: 3 days, 0:42:58, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4719, loss_cls: 3.5702, loss: 3.5702, grad_norm: 2.4029 2020-07-25 17:41:21,293 - mmaction - INFO - Epoch [68][3200/3757] lr: 6.954e-02, eta: 3 days, 0:42:42, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4875, loss_cls: 3.5248, loss: 3.5248, grad_norm: 2.3798 2020-07-25 17:41:32,610 - mmaction - INFO - Epoch [68][3220/3757] lr: 6.954e-02, eta: 3 days, 0:42:26, time: 0.566, data_time: 0.004, memory: 5232, top1_acc: 0.2656, top5_acc: 0.4984, loss_cls: 3.5501, loss: 3.5501, grad_norm: 2.3777 2020-07-25 17:41:44,137 - mmaction - INFO - Epoch [68][3240/3757] lr: 6.954e-02, eta: 3 days, 0:42:10, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.4883, loss_cls: 3.5250, loss: 3.5250, grad_norm: 2.4207 2020-07-25 17:41:55,538 - mmaction - INFO - Epoch [68][3260/3757] lr: 6.954e-02, eta: 3 days, 0:41:54, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4813, loss_cls: 3.5322, loss: 3.5322, grad_norm: 2.4095 2020-07-25 17:42:06,978 - mmaction - INFO - Epoch [68][3280/3757] lr: 6.954e-02, eta: 3 days, 0:41:39, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4953, loss_cls: 3.5709, loss: 3.5709, grad_norm: 2.3536 2020-07-25 17:42:18,399 - mmaction - INFO - Epoch [68][3300/3757] lr: 6.954e-02, eta: 3 days, 0:41:23, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.4977, loss_cls: 3.4533, loss: 3.4533, grad_norm: 2.3675 2020-07-25 17:42:29,747 - mmaction - INFO - Epoch [68][3320/3757] lr: 6.954e-02, eta: 3 days, 0:41:07, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4906, loss_cls: 3.5340, loss: 3.5340, grad_norm: 2.3588 2020-07-25 17:42:41,187 - mmaction - INFO - Epoch [68][3340/3757] lr: 6.954e-02, eta: 3 days, 0:40:51, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5172, loss_cls: 3.4452, loss: 3.4452, grad_norm: 2.3695 2020-07-25 17:42:52,662 - mmaction - INFO - Epoch [68][3360/3757] lr: 6.954e-02, eta: 3 days, 0:40:35, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4820, loss_cls: 3.6086, loss: 3.6086, grad_norm: 2.4678 2020-07-25 17:43:04,066 - mmaction - INFO - Epoch [68][3380/3757] lr: 6.954e-02, eta: 3 days, 0:40:19, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4938, loss_cls: 3.5158, loss: 3.5158, grad_norm: 2.3801 2020-07-25 17:43:15,529 - mmaction - INFO - Epoch [68][3400/3757] lr: 6.954e-02, eta: 3 days, 0:40:04, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4906, loss_cls: 3.5881, loss: 3.5881, grad_norm: 2.4108 2020-07-25 17:43:26,916 - mmaction - INFO - Epoch [68][3420/3757] lr: 6.954e-02, eta: 3 days, 0:39:48, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.2609, top5_acc: 0.4984, loss_cls: 3.4645, loss: 3.4645, grad_norm: 2.3840 2020-07-25 17:43:38,316 - mmaction - INFO - Epoch [68][3440/3757] lr: 6.954e-02, eta: 3 days, 0:39:32, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4844, loss_cls: 3.5633, loss: 3.5633, grad_norm: 2.4312 2020-07-25 17:43:49,619 - mmaction - INFO - Epoch [68][3460/3757] lr: 6.954e-02, eta: 3 days, 0:39:16, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4844, loss_cls: 3.6008, loss: 3.6008, grad_norm: 2.3878 2020-07-25 17:44:00,960 - mmaction - INFO - Epoch [68][3480/3757] lr: 6.954e-02, eta: 3 days, 0:38:59, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5156, loss_cls: 3.4436, loss: 3.4436, grad_norm: 2.3754 2020-07-25 17:44:12,495 - mmaction - INFO - Epoch [68][3500/3757] lr: 6.954e-02, eta: 3 days, 0:38:44, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2234, top5_acc: 0.4609, loss_cls: 3.7072, loss: 3.7072, grad_norm: 2.4378 2020-07-25 17:44:24,014 - mmaction - INFO - Epoch [68][3520/3757] lr: 6.954e-02, eta: 3 days, 0:38:29, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2641, top5_acc: 0.4891, loss_cls: 3.5484, loss: 3.5484, grad_norm: 2.3612 2020-07-25 17:44:35,454 - mmaction - INFO - Epoch [68][3540/3757] lr: 6.954e-02, eta: 3 days, 0:38:13, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5117, loss_cls: 3.5552, loss: 3.5552, grad_norm: 2.4202 2020-07-25 17:44:46,819 - mmaction - INFO - Epoch [68][3560/3757] lr: 6.954e-02, eta: 3 days, 0:37:57, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4719, loss_cls: 3.6212, loss: 3.6212, grad_norm: 2.3799 2020-07-25 17:44:58,187 - mmaction - INFO - Epoch [68][3580/3757] lr: 6.954e-02, eta: 3 days, 0:37:41, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4953, loss_cls: 3.5536, loss: 3.5536, grad_norm: 2.3525 2020-07-25 17:45:09,475 - mmaction - INFO - Epoch [68][3600/3757] lr: 6.954e-02, eta: 3 days, 0:37:24, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4945, loss_cls: 3.5008, loss: 3.5008, grad_norm: 2.4047 2020-07-25 17:45:20,868 - mmaction - INFO - Epoch [68][3620/3757] lr: 6.954e-02, eta: 3 days, 0:37:09, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.4938, loss_cls: 3.4733, loss: 3.4733, grad_norm: 2.3561 2020-07-25 17:45:32,308 - mmaction - INFO - Epoch [68][3640/3757] lr: 6.954e-02, eta: 3 days, 0:36:53, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2641, top5_acc: 0.4883, loss_cls: 3.5030, loss: 3.5030, grad_norm: 2.4758 2020-07-25 17:45:43,762 - mmaction - INFO - Epoch [68][3660/3757] lr: 6.954e-02, eta: 3 days, 0:36:37, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4945, loss_cls: 3.5117, loss: 3.5117, grad_norm: 2.4571 2020-07-25 17:45:55,030 - mmaction - INFO - Epoch [68][3680/3757] lr: 6.954e-02, eta: 3 days, 0:36:21, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4742, loss_cls: 3.5772, loss: 3.5772, grad_norm: 2.3840 2020-07-25 17:46:06,379 - mmaction - INFO - Epoch [68][3700/3757] lr: 6.954e-02, eta: 3 days, 0:36:05, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4828, loss_cls: 3.5555, loss: 3.5555, grad_norm: 2.3615 2020-07-25 17:46:17,720 - mmaction - INFO - Epoch [68][3720/3757] lr: 6.954e-02, eta: 3 days, 0:35:49, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.5039, loss_cls: 3.4883, loss: 3.4883, grad_norm: 2.4420 2020-07-25 17:46:29,153 - mmaction - INFO - Epoch [68][3740/3757] lr: 6.954e-02, eta: 3 days, 0:35:33, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.4789, loss_cls: 3.6171, loss: 3.6171, grad_norm: 2.4370 2020-07-25 17:49:40,627 - mmaction - INFO - Epoch [69][20/3757] lr: 6.873e-02, eta: 3 days, 0:43:51, time: 8.830, data_time: 8.146, memory: 5232, top1_acc: 0.2531, top5_acc: 0.5000, loss_cls: 3.4866, loss: 3.4866, grad_norm: 2.4572 2020-07-25 17:49:51,989 - mmaction - INFO - Epoch [69][40/3757] lr: 6.873e-02, eta: 3 days, 0:43:35, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2953, top5_acc: 0.5344, loss_cls: 3.3615, loss: 3.3615, grad_norm: 2.4219 2020-07-25 17:50:03,276 - mmaction - INFO - Epoch [69][60/3757] lr: 6.873e-02, eta: 3 days, 0:43:19, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4883, loss_cls: 3.5062, loss: 3.5062, grad_norm: 2.4194 2020-07-25 17:50:14,583 - mmaction - INFO - Epoch [69][80/3757] lr: 6.873e-02, eta: 3 days, 0:43:02, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4883, loss_cls: 3.5536, loss: 3.5536, grad_norm: 2.4459 2020-07-25 17:50:25,913 - mmaction - INFO - Epoch [69][100/3757] lr: 6.873e-02, eta: 3 days, 0:42:46, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4914, loss_cls: 3.5062, loss: 3.5062, grad_norm: 2.3752 2020-07-25 17:50:37,208 - mmaction - INFO - Epoch [69][120/3757] lr: 6.873e-02, eta: 3 days, 0:42:30, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.5070, loss_cls: 3.4989, loss: 3.4989, grad_norm: 2.4463 2020-07-25 17:50:48,531 - mmaction - INFO - Epoch [69][140/3757] lr: 6.873e-02, eta: 3 days, 0:42:14, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4883, loss_cls: 3.5821, loss: 3.5821, grad_norm: 2.3584 2020-07-25 17:50:59,840 - mmaction - INFO - Epoch [69][160/3757] lr: 6.873e-02, eta: 3 days, 0:41:57, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.5047, loss_cls: 3.4907, loss: 3.4907, grad_norm: 2.3744 2020-07-25 17:51:11,274 - mmaction - INFO - Epoch [69][180/3757] lr: 6.873e-02, eta: 3 days, 0:41:41, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.5094, loss_cls: 3.4476, loss: 3.4476, grad_norm: 2.4603 2020-07-25 17:51:22,668 - mmaction - INFO - Epoch [69][200/3757] lr: 6.873e-02, eta: 3 days, 0:41:25, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4992, loss_cls: 3.5351, loss: 3.5351, grad_norm: 2.4103 2020-07-25 17:51:34,087 - mmaction - INFO - Epoch [69][220/3757] lr: 6.873e-02, eta: 3 days, 0:41:09, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.5109, loss_cls: 3.4260, loss: 3.4260, grad_norm: 2.5268 2020-07-25 17:51:45,451 - mmaction - INFO - Epoch [69][240/3757] lr: 6.873e-02, eta: 3 days, 0:40:53, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.4969, loss_cls: 3.5097, loss: 3.5097, grad_norm: 2.4522 2020-07-25 17:51:56,841 - mmaction - INFO - Epoch [69][260/3757] lr: 6.873e-02, eta: 3 days, 0:40:37, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5062, loss_cls: 3.4908, loss: 3.4908, grad_norm: 2.3635 2020-07-25 17:52:08,125 - mmaction - INFO - Epoch [69][280/3757] lr: 6.873e-02, eta: 3 days, 0:40:21, time: 0.565, data_time: 0.004, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4844, loss_cls: 3.5703, loss: 3.5703, grad_norm: 2.4312 2020-07-25 17:52:19,608 - mmaction - INFO - Epoch [69][300/3757] lr: 6.873e-02, eta: 3 days, 0:40:05, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4883, loss_cls: 3.4981, loss: 3.4981, grad_norm: 2.4074 2020-07-25 17:52:31,021 - mmaction - INFO - Epoch [69][320/3757] lr: 6.873e-02, eta: 3 days, 0:39:49, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.4984, loss_cls: 3.4794, loss: 3.4794, grad_norm: 2.3792 2020-07-25 17:52:42,376 - mmaction - INFO - Epoch [69][340/3757] lr: 6.873e-02, eta: 3 days, 0:39:33, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4797, loss_cls: 3.6134, loss: 3.6134, grad_norm: 2.4082 2020-07-25 17:52:53,756 - mmaction - INFO - Epoch [69][360/3757] lr: 6.873e-02, eta: 3 days, 0:39:17, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5344, loss_cls: 3.4556, loss: 3.4556, grad_norm: 2.4239 2020-07-25 17:53:05,123 - mmaction - INFO - Epoch [69][380/3757] lr: 6.873e-02, eta: 3 days, 0:39:01, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.5180, loss_cls: 3.4533, loss: 3.4533, grad_norm: 2.3862 2020-07-25 17:53:16,566 - mmaction - INFO - Epoch [69][400/3757] lr: 6.873e-02, eta: 3 days, 0:38:45, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.5156, loss_cls: 3.4852, loss: 3.4852, grad_norm: 2.4282 2020-07-25 17:53:27,946 - mmaction - INFO - Epoch [69][420/3757] lr: 6.873e-02, eta: 3 days, 0:38:29, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.4992, loss_cls: 3.3872, loss: 3.3872, grad_norm: 2.3875 2020-07-25 17:53:39,372 - mmaction - INFO - Epoch [69][440/3757] lr: 6.873e-02, eta: 3 days, 0:38:13, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5297, loss_cls: 3.3656, loss: 3.3656, grad_norm: 2.4435 2020-07-25 17:53:50,744 - mmaction - INFO - Epoch [69][460/3757] lr: 6.873e-02, eta: 3 days, 0:37:57, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5000, loss_cls: 3.5065, loss: 3.5065, grad_norm: 2.4145 2020-07-25 17:54:02,187 - mmaction - INFO - Epoch [69][480/3757] lr: 6.873e-02, eta: 3 days, 0:37:42, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.5055, loss_cls: 3.5254, loss: 3.5254, grad_norm: 2.3549 2020-07-25 17:54:13,524 - mmaction - INFO - Epoch [69][500/3757] lr: 6.873e-02, eta: 3 days, 0:37:25, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4969, loss_cls: 3.4999, loss: 3.4999, grad_norm: 2.3912 2020-07-25 17:54:24,911 - mmaction - INFO - Epoch [69][520/3757] lr: 6.873e-02, eta: 3 days, 0:37:09, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.4969, loss_cls: 3.5010, loss: 3.5010, grad_norm: 2.4155 2020-07-25 17:54:36,378 - mmaction - INFO - Epoch [69][540/3757] lr: 6.873e-02, eta: 3 days, 0:36:54, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4688, loss_cls: 3.5852, loss: 3.5852, grad_norm: 2.3222 2020-07-25 17:54:47,782 - mmaction - INFO - Epoch [69][560/3757] lr: 6.873e-02, eta: 3 days, 0:36:38, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4766, loss_cls: 3.5517, loss: 3.5517, grad_norm: 2.3810 2020-07-25 17:54:59,173 - mmaction - INFO - Epoch [69][580/3757] lr: 6.873e-02, eta: 3 days, 0:36:22, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5133, loss_cls: 3.4519, loss: 3.4519, grad_norm: 2.4219 2020-07-25 17:55:10,478 - mmaction - INFO - Epoch [69][600/3757] lr: 6.873e-02, eta: 3 days, 0:36:05, time: 0.566, data_time: 0.004, memory: 5232, top1_acc: 0.2633, top5_acc: 0.5141, loss_cls: 3.4601, loss: 3.4601, grad_norm: 2.4286 2020-07-25 17:55:21,921 - mmaction - INFO - Epoch [69][620/3757] lr: 6.873e-02, eta: 3 days, 0:35:50, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4883, loss_cls: 3.4699, loss: 3.4699, grad_norm: 2.4287 2020-07-25 17:55:33,331 - mmaction - INFO - Epoch [69][640/3757] lr: 6.873e-02, eta: 3 days, 0:35:34, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4844, loss_cls: 3.5580, loss: 3.5580, grad_norm: 2.4694 2020-07-25 17:55:44,780 - mmaction - INFO - Epoch [69][660/3757] lr: 6.873e-02, eta: 3 days, 0:35:18, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4945, loss_cls: 3.5624, loss: 3.5624, grad_norm: 2.4090 2020-07-25 17:55:56,191 - mmaction - INFO - Epoch [69][680/3757] lr: 6.873e-02, eta: 3 days, 0:35:02, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4961, loss_cls: 3.5357, loss: 3.5357, grad_norm: 2.3604 2020-07-25 17:56:07,535 - mmaction - INFO - Epoch [69][700/3757] lr: 6.873e-02, eta: 3 days, 0:34:46, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4703, loss_cls: 3.5562, loss: 3.5562, grad_norm: 2.3338 2020-07-25 17:56:18,981 - mmaction - INFO - Epoch [69][720/3757] lr: 6.873e-02, eta: 3 days, 0:34:30, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.4883, loss_cls: 3.4928, loss: 3.4928, grad_norm: 2.4008 2020-07-25 17:56:30,430 - mmaction - INFO - Epoch [69][740/3757] lr: 6.873e-02, eta: 3 days, 0:34:14, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2680, top5_acc: 0.4891, loss_cls: 3.5066, loss: 3.5066, grad_norm: 2.4620 2020-07-25 17:56:41,791 - mmaction - INFO - Epoch [69][760/3757] lr: 6.873e-02, eta: 3 days, 0:33:58, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4734, loss_cls: 3.6022, loss: 3.6022, grad_norm: 2.4595 2020-07-25 17:56:53,482 - mmaction - INFO - Epoch [69][780/3757] lr: 6.873e-02, eta: 3 days, 0:33:43, time: 0.585, data_time: 0.019, memory: 5232, top1_acc: 0.2750, top5_acc: 0.4938, loss_cls: 3.5356, loss: 3.5356, grad_norm: 2.4090 2020-07-25 17:57:04,776 - mmaction - INFO - Epoch [69][800/3757] lr: 6.873e-02, eta: 3 days, 0:33:27, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4930, loss_cls: 3.5322, loss: 3.5322, grad_norm: 2.3982 2020-07-25 17:57:16,062 - mmaction - INFO - Epoch [69][820/3757] lr: 6.873e-02, eta: 3 days, 0:33:11, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4875, loss_cls: 3.5124, loss: 3.5124, grad_norm: 2.4400 2020-07-25 17:57:27,536 - mmaction - INFO - Epoch [69][840/3757] lr: 6.873e-02, eta: 3 days, 0:32:55, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.5062, loss_cls: 3.5098, loss: 3.5098, grad_norm: 2.4349 2020-07-25 17:57:39,020 - mmaction - INFO - Epoch [69][860/3757] lr: 6.873e-02, eta: 3 days, 0:32:39, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4992, loss_cls: 3.5502, loss: 3.5502, grad_norm: 2.4371 2020-07-25 17:57:50,385 - mmaction - INFO - Epoch [69][880/3757] lr: 6.873e-02, eta: 3 days, 0:32:23, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4727, loss_cls: 3.6024, loss: 3.6024, grad_norm: 2.4546 2020-07-25 17:58:01,783 - mmaction - INFO - Epoch [69][900/3757] lr: 6.873e-02, eta: 3 days, 0:32:07, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4719, loss_cls: 3.6064, loss: 3.6064, grad_norm: 2.4460 2020-07-25 17:58:13,257 - mmaction - INFO - Epoch [69][920/3757] lr: 6.873e-02, eta: 3 days, 0:31:52, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4852, loss_cls: 3.5629, loss: 3.5629, grad_norm: 2.3819 2020-07-25 17:58:24,654 - mmaction - INFO - Epoch [69][940/3757] lr: 6.873e-02, eta: 3 days, 0:31:36, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.5133, loss_cls: 3.4667, loss: 3.4667, grad_norm: 2.4083 2020-07-25 17:58:36,121 - mmaction - INFO - Epoch [69][960/3757] lr: 6.873e-02, eta: 3 days, 0:31:20, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4977, loss_cls: 3.5077, loss: 3.5077, grad_norm: 2.4499 2020-07-25 17:58:47,532 - mmaction - INFO - Epoch [69][980/3757] lr: 6.873e-02, eta: 3 days, 0:31:04, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5273, loss_cls: 3.4114, loss: 3.4114, grad_norm: 2.3520 2020-07-25 17:58:58,948 - mmaction - INFO - Epoch [69][1000/3757] lr: 6.873e-02, eta: 3 days, 0:30:48, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4813, loss_cls: 3.5813, loss: 3.5813, grad_norm: 2.5153 2020-07-25 17:59:10,317 - mmaction - INFO - Epoch [69][1020/3757] lr: 6.873e-02, eta: 3 days, 0:30:32, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4773, loss_cls: 3.6205, loss: 3.6205, grad_norm: 2.4106 2020-07-25 17:59:21,712 - mmaction - INFO - Epoch [69][1040/3757] lr: 6.873e-02, eta: 3 days, 0:30:16, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4641, loss_cls: 3.5391, loss: 3.5391, grad_norm: 2.3272 2020-07-25 17:59:33,147 - mmaction - INFO - Epoch [69][1060/3757] lr: 6.873e-02, eta: 3 days, 0:30:01, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4891, loss_cls: 3.5427, loss: 3.5427, grad_norm: 2.3757 2020-07-25 17:59:44,399 - mmaction - INFO - Epoch [69][1080/3757] lr: 6.873e-02, eta: 3 days, 0:29:44, time: 0.563, data_time: 0.004, memory: 5232, top1_acc: 0.2422, top5_acc: 0.5070, loss_cls: 3.4979, loss: 3.4979, grad_norm: 2.4438 2020-07-25 17:59:55,611 - mmaction - INFO - Epoch [69][1100/3757] lr: 6.873e-02, eta: 3 days, 0:29:28, time: 0.560, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5000, loss_cls: 3.5252, loss: 3.5252, grad_norm: 2.4040 2020-07-25 18:00:12,842 - mmaction - INFO - Epoch [69][1120/3757] lr: 6.873e-02, eta: 3 days, 0:29:31, time: 0.860, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5172, loss_cls: 3.4619, loss: 3.4619, grad_norm: 2.3874 2020-07-25 18:00:24,265 - mmaction - INFO - Epoch [69][1140/3757] lr: 6.873e-02, eta: 3 days, 0:29:15, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4984, loss_cls: 3.5185, loss: 3.5185, grad_norm: 2.4241 2020-07-25 18:00:35,726 - mmaction - INFO - Epoch [69][1160/3757] lr: 6.873e-02, eta: 3 days, 0:29:00, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.5188, loss_cls: 3.4328, loss: 3.4328, grad_norm: 2.4145 2020-07-25 18:00:47,157 - mmaction - INFO - Epoch [69][1180/3757] lr: 6.873e-02, eta: 3 days, 0:28:44, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.5016, loss_cls: 3.5305, loss: 3.5305, grad_norm: 2.4574 2020-07-25 18:00:58,686 - mmaction - INFO - Epoch [69][1200/3757] lr: 6.873e-02, eta: 3 days, 0:28:28, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4945, loss_cls: 3.5626, loss: 3.5626, grad_norm: 2.4156 2020-07-25 18:01:10,049 - mmaction - INFO - Epoch [69][1220/3757] lr: 6.873e-02, eta: 3 days, 0:28:12, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4969, loss_cls: 3.5503, loss: 3.5503, grad_norm: 2.4167 2020-07-25 18:01:21,522 - mmaction - INFO - Epoch [69][1240/3757] lr: 6.873e-02, eta: 3 days, 0:27:57, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5141, loss_cls: 3.4666, loss: 3.4666, grad_norm: 2.3327 2020-07-25 18:01:32,993 - mmaction - INFO - Epoch [69][1260/3757] lr: 6.873e-02, eta: 3 days, 0:27:41, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.5156, loss_cls: 3.4661, loss: 3.4661, grad_norm: 2.5055 2020-07-25 18:01:44,456 - mmaction - INFO - Epoch [69][1280/3757] lr: 6.873e-02, eta: 3 days, 0:27:25, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4813, loss_cls: 3.6243, loss: 3.6243, grad_norm: 2.4706 2020-07-25 18:01:56,043 - mmaction - INFO - Epoch [69][1300/3757] lr: 6.873e-02, eta: 3 days, 0:27:10, time: 0.579, data_time: 0.016, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4961, loss_cls: 3.5140, loss: 3.5140, grad_norm: 2.4305 2020-07-25 18:02:07,444 - mmaction - INFO - Epoch [69][1320/3757] lr: 6.873e-02, eta: 3 days, 0:26:54, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2461, top5_acc: 0.5039, loss_cls: 3.4912, loss: 3.4912, grad_norm: 2.4362 2020-07-25 18:02:18,948 - mmaction - INFO - Epoch [69][1340/3757] lr: 6.873e-02, eta: 3 days, 0:26:39, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.5031, loss_cls: 3.4976, loss: 3.4976, grad_norm: 2.4563 2020-07-25 18:02:30,345 - mmaction - INFO - Epoch [69][1360/3757] lr: 6.873e-02, eta: 3 days, 0:26:23, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4797, loss_cls: 3.5768, loss: 3.5768, grad_norm: 2.4084 2020-07-25 18:02:41,741 - mmaction - INFO - Epoch [69][1380/3757] lr: 6.873e-02, eta: 3 days, 0:26:07, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4859, loss_cls: 3.5401, loss: 3.5401, grad_norm: 2.4226 2020-07-25 18:02:53,157 - mmaction - INFO - Epoch [69][1400/3757] lr: 6.873e-02, eta: 3 days, 0:25:51, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.4992, loss_cls: 3.4510, loss: 3.4510, grad_norm: 2.4861 2020-07-25 18:03:04,617 - mmaction - INFO - Epoch [69][1420/3757] lr: 6.873e-02, eta: 3 days, 0:25:35, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2539, top5_acc: 0.5000, loss_cls: 3.5158, loss: 3.5158, grad_norm: 2.5060 2020-07-25 18:03:16,134 - mmaction - INFO - Epoch [69][1440/3757] lr: 6.873e-02, eta: 3 days, 0:25:20, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4570, loss_cls: 3.5808, loss: 3.5808, grad_norm: 2.4867 2020-07-25 18:03:27,517 - mmaction - INFO - Epoch [69][1460/3757] lr: 6.873e-02, eta: 3 days, 0:25:04, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4719, loss_cls: 3.5945, loss: 3.5945, grad_norm: 2.4237 2020-07-25 18:03:38,891 - mmaction - INFO - Epoch [69][1480/3757] lr: 6.873e-02, eta: 3 days, 0:24:48, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.4898, loss_cls: 3.5128, loss: 3.5128, grad_norm: 2.3840 2020-07-25 18:03:50,364 - mmaction - INFO - Epoch [69][1500/3757] lr: 6.873e-02, eta: 3 days, 0:24:32, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5258, loss_cls: 3.4368, loss: 3.4368, grad_norm: 2.4337 2020-07-25 18:04:01,845 - mmaction - INFO - Epoch [69][1520/3757] lr: 6.873e-02, eta: 3 days, 0:24:16, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.5117, loss_cls: 3.4667, loss: 3.4667, grad_norm: 2.4033 2020-07-25 18:04:13,274 - mmaction - INFO - Epoch [69][1540/3757] lr: 6.873e-02, eta: 3 days, 0:24:01, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4672, loss_cls: 3.6080, loss: 3.6080, grad_norm: 2.4161 2020-07-25 18:04:24,710 - mmaction - INFO - Epoch [69][1560/3757] lr: 6.873e-02, eta: 3 days, 0:23:45, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4750, loss_cls: 3.6135, loss: 3.6135, grad_norm: 2.3505 2020-07-25 18:04:36,123 - mmaction - INFO - Epoch [69][1580/3757] lr: 6.873e-02, eta: 3 days, 0:23:29, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.4664, loss_cls: 3.5874, loss: 3.5874, grad_norm: 2.3439 2020-07-25 18:04:47,576 - mmaction - INFO - Epoch [69][1600/3757] lr: 6.873e-02, eta: 3 days, 0:23:13, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5031, loss_cls: 3.4552, loss: 3.4552, grad_norm: 2.3925 2020-07-25 18:04:58,981 - mmaction - INFO - Epoch [69][1620/3757] lr: 6.873e-02, eta: 3 days, 0:22:58, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4914, loss_cls: 3.5409, loss: 3.5409, grad_norm: 2.4038 2020-07-25 18:05:10,323 - mmaction - INFO - Epoch [69][1640/3757] lr: 6.873e-02, eta: 3 days, 0:22:41, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4977, loss_cls: 3.5035, loss: 3.5035, grad_norm: 2.4530 2020-07-25 18:05:21,687 - mmaction - INFO - Epoch [69][1660/3757] lr: 6.873e-02, eta: 3 days, 0:22:25, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.5164, loss_cls: 3.4106, loss: 3.4106, grad_norm: 2.4739 2020-07-25 18:05:33,008 - mmaction - INFO - Epoch [69][1680/3757] lr: 6.873e-02, eta: 3 days, 0:22:09, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.5070, loss_cls: 3.5539, loss: 3.5539, grad_norm: 2.4917 2020-07-25 18:05:44,387 - mmaction - INFO - Epoch [69][1700/3757] lr: 6.873e-02, eta: 3 days, 0:21:53, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.5008, loss_cls: 3.4632, loss: 3.4632, grad_norm: 2.4491 2020-07-25 18:05:55,830 - mmaction - INFO - Epoch [69][1720/3757] lr: 6.873e-02, eta: 3 days, 0:21:38, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.5148, loss_cls: 3.4137, loss: 3.4137, grad_norm: 2.4328 2020-07-25 18:06:07,292 - mmaction - INFO - Epoch [69][1740/3757] lr: 6.873e-02, eta: 3 days, 0:21:22, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5070, loss_cls: 3.4812, loss: 3.4812, grad_norm: 2.4620 2020-07-25 18:06:18,702 - mmaction - INFO - Epoch [69][1760/3757] lr: 6.873e-02, eta: 3 days, 0:21:06, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5203, loss_cls: 3.4806, loss: 3.4806, grad_norm: 2.4631 2020-07-25 18:06:30,105 - mmaction - INFO - Epoch [69][1780/3757] lr: 6.873e-02, eta: 3 days, 0:20:50, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5273, loss_cls: 3.4582, loss: 3.4582, grad_norm: 2.4238 2020-07-25 18:06:41,481 - mmaction - INFO - Epoch [69][1800/3757] lr: 6.873e-02, eta: 3 days, 0:20:34, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.5117, loss_cls: 3.4209, loss: 3.4209, grad_norm: 2.4423 2020-07-25 18:06:52,937 - mmaction - INFO - Epoch [69][1820/3757] lr: 6.873e-02, eta: 3 days, 0:20:19, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5102, loss_cls: 3.5056, loss: 3.5056, grad_norm: 2.4725 2020-07-25 18:07:04,317 - mmaction - INFO - Epoch [69][1840/3757] lr: 6.873e-02, eta: 3 days, 0:20:03, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4961, loss_cls: 3.4951, loss: 3.4951, grad_norm: 2.4058 2020-07-25 18:07:15,771 - mmaction - INFO - Epoch [69][1860/3757] lr: 6.873e-02, eta: 3 days, 0:19:47, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5094, loss_cls: 3.4544, loss: 3.4544, grad_norm: 2.3683 2020-07-25 18:07:27,191 - mmaction - INFO - Epoch [69][1880/3757] lr: 6.873e-02, eta: 3 days, 0:19:31, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.5008, loss_cls: 3.5591, loss: 3.5591, grad_norm: 2.4173 2020-07-25 18:07:38,452 - mmaction - INFO - Epoch [69][1900/3757] lr: 6.873e-02, eta: 3 days, 0:19:15, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5242, loss_cls: 3.3503, loss: 3.3503, grad_norm: 2.3752 2020-07-25 18:07:49,847 - mmaction - INFO - Epoch [69][1920/3757] lr: 6.873e-02, eta: 3 days, 0:18:59, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4719, loss_cls: 3.5983, loss: 3.5983, grad_norm: 2.4803 2020-07-25 18:08:01,255 - mmaction - INFO - Epoch [69][1940/3757] lr: 6.873e-02, eta: 3 days, 0:18:43, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4750, loss_cls: 3.6023, loss: 3.6023, grad_norm: 2.4910 2020-07-25 18:08:12,623 - mmaction - INFO - Epoch [69][1960/3757] lr: 6.873e-02, eta: 3 days, 0:18:27, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4867, loss_cls: 3.5827, loss: 3.5827, grad_norm: 2.4817 2020-07-25 18:08:24,057 - mmaction - INFO - Epoch [69][1980/3757] lr: 6.873e-02, eta: 3 days, 0:18:11, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4930, loss_cls: 3.5182, loss: 3.5182, grad_norm: 2.3907 2020-07-25 18:08:35,563 - mmaction - INFO - Epoch [69][2000/3757] lr: 6.873e-02, eta: 3 days, 0:17:56, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4766, loss_cls: 3.6250, loss: 3.6250, grad_norm: 2.4345 2020-07-25 18:08:47,093 - mmaction - INFO - Epoch [69][2020/3757] lr: 6.873e-02, eta: 3 days, 0:17:41, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4828, loss_cls: 3.5741, loss: 3.5741, grad_norm: 2.3320 2020-07-25 18:08:58,598 - mmaction - INFO - Epoch [69][2040/3757] lr: 6.873e-02, eta: 3 days, 0:17:25, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.4867, loss_cls: 3.5398, loss: 3.5398, grad_norm: 2.3842 2020-07-25 18:09:10,081 - mmaction - INFO - Epoch [69][2060/3757] lr: 6.873e-02, eta: 3 days, 0:17:09, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4836, loss_cls: 3.5757, loss: 3.5757, grad_norm: 2.4495 2020-07-25 18:09:21,440 - mmaction - INFO - Epoch [69][2080/3757] lr: 6.873e-02, eta: 3 days, 0:16:53, time: 0.568, data_time: 0.001, memory: 5232, top1_acc: 0.2586, top5_acc: 0.4602, loss_cls: 3.6067, loss: 3.6067, grad_norm: 2.4394 2020-07-25 18:09:32,815 - mmaction - INFO - Epoch [69][2100/3757] lr: 6.873e-02, eta: 3 days, 0:16:38, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4719, loss_cls: 3.5572, loss: 3.5572, grad_norm: 2.3549 2020-07-25 18:09:44,332 - mmaction - INFO - Epoch [69][2120/3757] lr: 6.873e-02, eta: 3 days, 0:16:22, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5164, loss_cls: 3.4359, loss: 3.4359, grad_norm: 2.3758 2020-07-25 18:09:55,844 - mmaction - INFO - Epoch [69][2140/3757] lr: 6.873e-02, eta: 3 days, 0:16:07, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.5133, loss_cls: 3.4725, loss: 3.4725, grad_norm: 2.3670 2020-07-25 18:10:07,323 - mmaction - INFO - Epoch [69][2160/3757] lr: 6.873e-02, eta: 3 days, 0:15:51, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.4969, loss_cls: 3.4751, loss: 3.4751, grad_norm: 2.4438 2020-07-25 18:10:18,675 - mmaction - INFO - Epoch [69][2180/3757] lr: 6.873e-02, eta: 3 days, 0:15:35, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2250, top5_acc: 0.4633, loss_cls: 3.6574, loss: 3.6574, grad_norm: 2.4583 2020-07-25 18:10:30,083 - mmaction - INFO - Epoch [69][2200/3757] lr: 6.873e-02, eta: 3 days, 0:15:19, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4836, loss_cls: 3.4900, loss: 3.4900, grad_norm: 2.3273 2020-07-25 18:10:41,525 - mmaction - INFO - Epoch [69][2220/3757] lr: 6.873e-02, eta: 3 days, 0:15:04, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5039, loss_cls: 3.4970, loss: 3.4970, grad_norm: 2.4253 2020-07-25 18:10:52,969 - mmaction - INFO - Epoch [69][2240/3757] lr: 6.873e-02, eta: 3 days, 0:14:48, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4930, loss_cls: 3.5061, loss: 3.5061, grad_norm: 2.4436 2020-07-25 18:11:04,410 - mmaction - INFO - Epoch [69][2260/3757] lr: 6.873e-02, eta: 3 days, 0:14:32, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.5062, loss_cls: 3.4831, loss: 3.4831, grad_norm: 2.4625 2020-07-25 18:11:15,773 - mmaction - INFO - Epoch [69][2280/3757] lr: 6.873e-02, eta: 3 days, 0:14:16, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.5164, loss_cls: 3.4617, loss: 3.4617, grad_norm: 2.4674 2020-07-25 18:11:27,225 - mmaction - INFO - Epoch [69][2300/3757] lr: 6.873e-02, eta: 3 days, 0:14:00, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.4898, loss_cls: 3.5239, loss: 3.5239, grad_norm: 2.4634 2020-07-25 18:11:38,577 - mmaction - INFO - Epoch [69][2320/3757] lr: 6.873e-02, eta: 3 days, 0:13:44, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.2578, top5_acc: 0.5258, loss_cls: 3.4570, loss: 3.4570, grad_norm: 2.4501 2020-07-25 18:11:50,054 - mmaction - INFO - Epoch [69][2340/3757] lr: 6.873e-02, eta: 3 days, 0:13:29, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.5047, loss_cls: 3.5138, loss: 3.5138, grad_norm: 2.5079 2020-07-25 18:12:01,511 - mmaction - INFO - Epoch [69][2360/3757] lr: 6.873e-02, eta: 3 days, 0:13:13, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.4891, loss_cls: 3.5716, loss: 3.5716, grad_norm: 2.4794 2020-07-25 18:12:13,017 - mmaction - INFO - Epoch [69][2380/3757] lr: 6.873e-02, eta: 3 days, 0:12:58, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4828, loss_cls: 3.5730, loss: 3.5730, grad_norm: 2.4462 2020-07-25 18:12:24,456 - mmaction - INFO - Epoch [69][2400/3757] lr: 6.873e-02, eta: 3 days, 0:12:42, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.5164, loss_cls: 3.4835, loss: 3.4835, grad_norm: 2.4274 2020-07-25 18:12:36,047 - mmaction - INFO - Epoch [69][2420/3757] lr: 6.873e-02, eta: 3 days, 0:12:27, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4898, loss_cls: 3.5497, loss: 3.5497, grad_norm: 2.4577 2020-07-25 18:12:47,544 - mmaction - INFO - Epoch [69][2440/3757] lr: 6.873e-02, eta: 3 days, 0:12:11, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.5016, loss_cls: 3.4728, loss: 3.4728, grad_norm: 2.4961 2020-07-25 18:12:59,043 - mmaction - INFO - Epoch [69][2460/3757] lr: 6.873e-02, eta: 3 days, 0:11:56, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.5016, loss_cls: 3.5231, loss: 3.5231, grad_norm: 2.4767 2020-07-25 18:13:10,594 - mmaction - INFO - Epoch [69][2480/3757] lr: 6.873e-02, eta: 3 days, 0:11:41, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4867, loss_cls: 3.5914, loss: 3.5914, grad_norm: 2.4605 2020-07-25 18:13:22,012 - mmaction - INFO - Epoch [69][2500/3757] lr: 6.873e-02, eta: 3 days, 0:11:25, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.5047, loss_cls: 3.4973, loss: 3.4973, grad_norm: 2.4764 2020-07-25 18:13:33,460 - mmaction - INFO - Epoch [69][2520/3757] lr: 6.873e-02, eta: 3 days, 0:11:09, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4609, loss_cls: 3.7142, loss: 3.7142, grad_norm: 2.4543 2020-07-25 18:13:44,896 - mmaction - INFO - Epoch [69][2540/3757] lr: 6.873e-02, eta: 3 days, 0:10:53, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.5227, loss_cls: 3.4474, loss: 3.4474, grad_norm: 2.3937 2020-07-25 18:13:56,238 - mmaction - INFO - Epoch [69][2560/3757] lr: 6.873e-02, eta: 3 days, 0:10:37, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4750, loss_cls: 3.5821, loss: 3.5821, grad_norm: 2.4332 2020-07-25 18:14:07,712 - mmaction - INFO - Epoch [69][2580/3757] lr: 6.873e-02, eta: 3 days, 0:10:22, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.5078, loss_cls: 3.5081, loss: 3.5081, grad_norm: 2.3783 2020-07-25 18:14:19,181 - mmaction - INFO - Epoch [69][2600/3757] lr: 6.873e-02, eta: 3 days, 0:10:06, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5016, loss_cls: 3.4866, loss: 3.4866, grad_norm: 2.4428 2020-07-25 18:14:30,637 - mmaction - INFO - Epoch [69][2620/3757] lr: 6.873e-02, eta: 3 days, 0:09:51, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4898, loss_cls: 3.5341, loss: 3.5341, grad_norm: 2.4477 2020-07-25 18:14:42,047 - mmaction - INFO - Epoch [69][2640/3757] lr: 6.873e-02, eta: 3 days, 0:09:35, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4773, loss_cls: 3.6115, loss: 3.6115, grad_norm: 2.4558 2020-07-25 18:14:53,461 - mmaction - INFO - Epoch [69][2660/3757] lr: 6.873e-02, eta: 3 days, 0:09:19, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.4852, loss_cls: 3.5642, loss: 3.5642, grad_norm: 2.4005 2020-07-25 18:15:04,901 - mmaction - INFO - Epoch [69][2680/3757] lr: 6.873e-02, eta: 3 days, 0:09:03, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4891, loss_cls: 3.5541, loss: 3.5541, grad_norm: 2.4371 2020-07-25 18:15:16,275 - mmaction - INFO - Epoch [69][2700/3757] lr: 6.873e-02, eta: 3 days, 0:08:48, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.2562, top5_acc: 0.5031, loss_cls: 3.5468, loss: 3.5468, grad_norm: 2.4534 2020-07-25 18:15:27,691 - mmaction - INFO - Epoch [69][2720/3757] lr: 6.873e-02, eta: 3 days, 0:08:32, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4906, loss_cls: 3.5718, loss: 3.5718, grad_norm: 2.4154 2020-07-25 18:15:38,934 - mmaction - INFO - Epoch [69][2740/3757] lr: 6.873e-02, eta: 3 days, 0:08:15, time: 0.562, data_time: 0.004, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4844, loss_cls: 3.5913, loss: 3.5913, grad_norm: 2.3392 2020-07-25 18:15:50,376 - mmaction - INFO - Epoch [69][2760/3757] lr: 6.873e-02, eta: 3 days, 0:08:00, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.5102, loss_cls: 3.4796, loss: 3.4796, grad_norm: 2.3470 2020-07-25 18:16:01,731 - mmaction - INFO - Epoch [69][2780/3757] lr: 6.873e-02, eta: 3 days, 0:07:44, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.4797, loss_cls: 3.6148, loss: 3.6148, grad_norm: 2.4013 2020-07-25 18:16:13,224 - mmaction - INFO - Epoch [69][2800/3757] lr: 6.873e-02, eta: 3 days, 0:07:28, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4992, loss_cls: 3.5449, loss: 3.5449, grad_norm: 2.4285 2020-07-25 18:16:24,667 - mmaction - INFO - Epoch [69][2820/3757] lr: 6.873e-02, eta: 3 days, 0:07:13, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4953, loss_cls: 3.5423, loss: 3.5423, grad_norm: 2.4071 2020-07-25 18:16:36,026 - mmaction - INFO - Epoch [69][2840/3757] lr: 6.873e-02, eta: 3 days, 0:06:57, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.5016, loss_cls: 3.5154, loss: 3.5154, grad_norm: 2.4431 2020-07-25 18:16:47,503 - mmaction - INFO - Epoch [69][2860/3757] lr: 6.873e-02, eta: 3 days, 0:06:41, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4680, loss_cls: 3.6503, loss: 3.6503, grad_norm: 2.3416 2020-07-25 18:16:58,857 - mmaction - INFO - Epoch [69][2880/3757] lr: 6.873e-02, eta: 3 days, 0:06:25, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.5008, loss_cls: 3.5097, loss: 3.5097, grad_norm: 2.2751 2020-07-25 18:17:10,318 - mmaction - INFO - Epoch [69][2900/3757] lr: 6.873e-02, eta: 3 days, 0:06:10, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4773, loss_cls: 3.5393, loss: 3.5393, grad_norm: 2.3332 2020-07-25 18:17:21,738 - mmaction - INFO - Epoch [69][2920/3757] lr: 6.873e-02, eta: 3 days, 0:05:54, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.5062, loss_cls: 3.4615, loss: 3.4615, grad_norm: 2.3871 2020-07-25 18:17:33,102 - mmaction - INFO - Epoch [69][2940/3757] lr: 6.873e-02, eta: 3 days, 0:05:38, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4969, loss_cls: 3.5421, loss: 3.5421, grad_norm: 2.3751 2020-07-25 18:17:44,509 - mmaction - INFO - Epoch [69][2960/3757] lr: 6.873e-02, eta: 3 days, 0:05:22, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.4977, loss_cls: 3.4515, loss: 3.4515, grad_norm: 2.3833 2020-07-25 18:17:55,908 - mmaction - INFO - Epoch [69][2980/3757] lr: 6.873e-02, eta: 3 days, 0:05:06, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5156, loss_cls: 3.4494, loss: 3.4494, grad_norm: 2.4203 2020-07-25 18:18:07,292 - mmaction - INFO - Epoch [69][3000/3757] lr: 6.873e-02, eta: 3 days, 0:04:51, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4813, loss_cls: 3.6068, loss: 3.6068, grad_norm: 2.4177 2020-07-25 18:18:18,710 - mmaction - INFO - Epoch [69][3020/3757] lr: 6.873e-02, eta: 3 days, 0:04:35, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2687, top5_acc: 0.4992, loss_cls: 3.4668, loss: 3.4668, grad_norm: 2.3859 2020-07-25 18:18:30,331 - mmaction - INFO - Epoch [69][3040/3757] lr: 6.873e-02, eta: 3 days, 0:04:20, time: 0.581, data_time: 0.015, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4773, loss_cls: 3.5937, loss: 3.5937, grad_norm: 2.4714 2020-07-25 18:18:41,777 - mmaction - INFO - Epoch [69][3060/3757] lr: 6.873e-02, eta: 3 days, 0:04:04, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4805, loss_cls: 3.5562, loss: 3.5562, grad_norm: 2.3513 2020-07-25 18:18:53,273 - mmaction - INFO - Epoch [69][3080/3757] lr: 6.873e-02, eta: 3 days, 0:03:49, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4867, loss_cls: 3.5253, loss: 3.5253, grad_norm: 2.3382 2020-07-25 18:19:04,698 - mmaction - INFO - Epoch [69][3100/3757] lr: 6.873e-02, eta: 3 days, 0:03:33, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4836, loss_cls: 3.5771, loss: 3.5771, grad_norm: 2.4653 2020-07-25 18:19:16,219 - mmaction - INFO - Epoch [69][3120/3757] lr: 6.873e-02, eta: 3 days, 0:03:18, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5180, loss_cls: 3.4659, loss: 3.4659, grad_norm: 2.4312 2020-07-25 18:19:27,811 - mmaction - INFO - Epoch [69][3140/3757] lr: 6.873e-02, eta: 3 days, 0:03:03, time: 0.579, data_time: 0.002, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5148, loss_cls: 3.4506, loss: 3.4506, grad_norm: 2.4053 2020-07-25 18:19:39,268 - mmaction - INFO - Epoch [69][3160/3757] lr: 6.873e-02, eta: 3 days, 0:02:47, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4727, loss_cls: 3.5721, loss: 3.5721, grad_norm: 2.4879 2020-07-25 18:19:50,679 - mmaction - INFO - Epoch [69][3180/3757] lr: 6.873e-02, eta: 3 days, 0:02:31, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4984, loss_cls: 3.5500, loss: 3.5500, grad_norm: 2.4886 2020-07-25 18:20:02,090 - mmaction - INFO - Epoch [69][3200/3757] lr: 6.873e-02, eta: 3 days, 0:02:15, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4648, loss_cls: 3.6903, loss: 3.6903, grad_norm: 2.4592 2020-07-25 18:20:13,523 - mmaction - INFO - Epoch [69][3220/3757] lr: 6.873e-02, eta: 3 days, 0:02:00, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2664, top5_acc: 0.4828, loss_cls: 3.5420, loss: 3.5420, grad_norm: 2.3722 2020-07-25 18:20:25,155 - mmaction - INFO - Epoch [69][3240/3757] lr: 6.873e-02, eta: 3 days, 0:01:45, time: 0.582, data_time: 0.020, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4820, loss_cls: 3.6006, loss: 3.6006, grad_norm: 2.3683 2020-07-25 18:20:36,632 - mmaction - INFO - Epoch [69][3260/3757] lr: 6.873e-02, eta: 3 days, 0:01:29, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4859, loss_cls: 3.5775, loss: 3.5775, grad_norm: 2.4087 2020-07-25 18:20:47,990 - mmaction - INFO - Epoch [69][3280/3757] lr: 6.873e-02, eta: 3 days, 0:01:13, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.5008, loss_cls: 3.4966, loss: 3.4966, grad_norm: 2.4535 2020-07-25 18:20:59,394 - mmaction - INFO - Epoch [69][3300/3757] lr: 6.873e-02, eta: 3 days, 0:00:58, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4992, loss_cls: 3.5534, loss: 3.5534, grad_norm: 2.4188 2020-07-25 18:21:10,883 - mmaction - INFO - Epoch [69][3320/3757] lr: 6.873e-02, eta: 3 days, 0:00:42, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4672, loss_cls: 3.6312, loss: 3.6312, grad_norm: 2.5030 2020-07-25 18:21:22,297 - mmaction - INFO - Epoch [69][3340/3757] lr: 6.873e-02, eta: 3 days, 0:00:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4680, loss_cls: 3.6051, loss: 3.6051, grad_norm: 2.4375 2020-07-25 18:21:33,778 - mmaction - INFO - Epoch [69][3360/3757] lr: 6.873e-02, eta: 3 days, 0:00:11, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.5008, loss_cls: 3.5180, loss: 3.5180, grad_norm: 2.4459 2020-07-25 18:21:45,292 - mmaction - INFO - Epoch [69][3380/3757] lr: 6.873e-02, eta: 2 days, 23:59:56, time: 0.576, data_time: 0.006, memory: 5232, top1_acc: 0.2609, top5_acc: 0.4922, loss_cls: 3.4455, loss: 3.4455, grad_norm: 2.3716 2020-07-25 18:21:56,750 - mmaction - INFO - Epoch [69][3400/3757] lr: 6.873e-02, eta: 2 days, 23:59:40, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4602, loss_cls: 3.6862, loss: 3.6862, grad_norm: 2.4119 2020-07-25 18:22:08,159 - mmaction - INFO - Epoch [69][3420/3757] lr: 6.873e-02, eta: 2 days, 23:59:24, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4898, loss_cls: 3.5544, loss: 3.5544, grad_norm: 2.3396 2020-07-25 18:22:19,680 - mmaction - INFO - Epoch [69][3440/3757] lr: 6.873e-02, eta: 2 days, 23:59:09, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.5016, loss_cls: 3.5571, loss: 3.5571, grad_norm: 2.4384 2020-07-25 18:22:31,089 - mmaction - INFO - Epoch [69][3460/3757] lr: 6.873e-02, eta: 2 days, 23:58:53, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.4938, loss_cls: 3.4974, loss: 3.4974, grad_norm: 2.4330 2020-07-25 18:22:42,505 - mmaction - INFO - Epoch [69][3480/3757] lr: 6.873e-02, eta: 2 days, 23:58:37, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4672, loss_cls: 3.6117, loss: 3.6117, grad_norm: 2.3562 2020-07-25 18:22:53,929 - mmaction - INFO - Epoch [69][3500/3757] lr: 6.873e-02, eta: 2 days, 23:58:22, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.5094, loss_cls: 3.4714, loss: 3.4714, grad_norm: 2.3023 2020-07-25 18:23:05,367 - mmaction - INFO - Epoch [69][3520/3757] lr: 6.873e-02, eta: 2 days, 23:58:06, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5031, loss_cls: 3.4950, loss: 3.4950, grad_norm: 2.3844 2020-07-25 18:23:16,683 - mmaction - INFO - Epoch [69][3540/3757] lr: 6.873e-02, eta: 2 days, 23:57:50, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4750, loss_cls: 3.5792, loss: 3.5792, grad_norm: 2.4552 2020-07-25 18:23:28,137 - mmaction - INFO - Epoch [69][3560/3757] lr: 6.873e-02, eta: 2 days, 23:57:35, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.4883, loss_cls: 3.5819, loss: 3.5819, grad_norm: 2.4309 2020-07-25 18:23:39,499 - mmaction - INFO - Epoch [69][3580/3757] lr: 6.873e-02, eta: 2 days, 23:57:19, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.5094, loss_cls: 3.4488, loss: 3.4488, grad_norm: 2.4029 2020-07-25 18:23:51,015 - mmaction - INFO - Epoch [69][3600/3757] lr: 6.873e-02, eta: 2 days, 23:57:03, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4789, loss_cls: 3.5657, loss: 3.5657, grad_norm: 2.3864 2020-07-25 18:24:02,428 - mmaction - INFO - Epoch [69][3620/3757] lr: 6.873e-02, eta: 2 days, 23:56:48, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4969, loss_cls: 3.5462, loss: 3.5462, grad_norm: 2.4464 2020-07-25 18:24:13,889 - mmaction - INFO - Epoch [69][3640/3757] lr: 6.873e-02, eta: 2 days, 23:56:32, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4961, loss_cls: 3.5386, loss: 3.5386, grad_norm: 2.4158 2020-07-25 18:24:25,268 - mmaction - INFO - Epoch [69][3660/3757] lr: 6.873e-02, eta: 2 days, 23:56:16, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5000, loss_cls: 3.4840, loss: 3.4840, grad_norm: 2.3877 2020-07-25 18:24:36,622 - mmaction - INFO - Epoch [69][3680/3757] lr: 6.873e-02, eta: 2 days, 23:56:00, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4797, loss_cls: 3.6037, loss: 3.6037, grad_norm: 2.3959 2020-07-25 18:24:48,153 - mmaction - INFO - Epoch [69][3700/3757] lr: 6.873e-02, eta: 2 days, 23:55:45, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.5117, loss_cls: 3.5260, loss: 3.5260, grad_norm: 2.4013 2020-07-25 18:24:59,589 - mmaction - INFO - Epoch [69][3720/3757] lr: 6.873e-02, eta: 2 days, 23:55:29, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2547, top5_acc: 0.5141, loss_cls: 3.4179, loss: 3.4179, grad_norm: 2.3587 2020-07-25 18:25:11,349 - mmaction - INFO - Epoch [69][3740/3757] lr: 6.873e-02, eta: 2 days, 23:55:15, time: 0.588, data_time: 0.022, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5047, loss_cls: 3.4629, loss: 3.4629, grad_norm: 2.3820 2020-07-25 18:28:32,710 - mmaction - INFO - Epoch [70][20/3757] lr: 6.792e-02, eta: 3 days, 0:03:42, time: 9.268, data_time: 8.578, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4836, loss_cls: 3.5435, loss: 3.5435, grad_norm: 2.4297 2020-07-25 18:28:44,090 - mmaction - INFO - Epoch [70][40/3757] lr: 6.792e-02, eta: 3 days, 0:03:26, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2586, top5_acc: 0.5039, loss_cls: 3.4116, loss: 3.4116, grad_norm: 2.3228 2020-07-25 18:28:55,464 - mmaction - INFO - Epoch [70][60/3757] lr: 6.792e-02, eta: 3 days, 0:03:10, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.4953, loss_cls: 3.4923, loss: 3.4923, grad_norm: 2.3722 2020-07-25 18:29:06,826 - mmaction - INFO - Epoch [70][80/3757] lr: 6.792e-02, eta: 3 days, 0:02:54, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.4883, loss_cls: 3.5179, loss: 3.5179, grad_norm: 2.3416 2020-07-25 18:29:18,036 - mmaction - INFO - Epoch [70][100/3757] lr: 6.792e-02, eta: 3 days, 0:02:38, time: 0.561, data_time: 0.002, memory: 5232, top1_acc: 0.2648, top5_acc: 0.4945, loss_cls: 3.5112, loss: 3.5112, grad_norm: 2.4407 2020-07-25 18:29:29,452 - mmaction - INFO - Epoch [70][120/3757] lr: 6.792e-02, eta: 3 days, 0:02:22, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.5133, loss_cls: 3.5232, loss: 3.5232, grad_norm: 2.4995 2020-07-25 18:29:40,850 - mmaction - INFO - Epoch [70][140/3757] lr: 6.792e-02, eta: 3 days, 0:02:06, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5047, loss_cls: 3.5294, loss: 3.5294, grad_norm: 2.4625 2020-07-25 18:29:52,268 - mmaction - INFO - Epoch [70][160/3757] lr: 6.792e-02, eta: 3 days, 0:01:50, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4984, loss_cls: 3.5655, loss: 3.5655, grad_norm: 2.4753 2020-07-25 18:30:03,613 - mmaction - INFO - Epoch [70][180/3757] lr: 6.792e-02, eta: 3 days, 0:01:34, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.4969, loss_cls: 3.5018, loss: 3.5018, grad_norm: 2.5098 2020-07-25 18:30:14,900 - mmaction - INFO - Epoch [70][200/3757] lr: 6.792e-02, eta: 3 days, 0:01:18, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4703, loss_cls: 3.5495, loss: 3.5495, grad_norm: 2.4313 2020-07-25 18:30:26,366 - mmaction - INFO - Epoch [70][220/3757] lr: 6.792e-02, eta: 3 days, 0:01:02, time: 0.573, data_time: 0.008, memory: 5232, top1_acc: 0.2602, top5_acc: 0.4977, loss_cls: 3.4863, loss: 3.4863, grad_norm: 2.3813 2020-07-25 18:30:37,703 - mmaction - INFO - Epoch [70][240/3757] lr: 6.792e-02, eta: 3 days, 0:00:46, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5102, loss_cls: 3.5231, loss: 3.5231, grad_norm: 2.4283 2020-07-25 18:30:49,035 - mmaction - INFO - Epoch [70][260/3757] lr: 6.792e-02, eta: 3 days, 0:00:30, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4992, loss_cls: 3.5323, loss: 3.5323, grad_norm: 2.4226 2020-07-25 18:31:00,438 - mmaction - INFO - Epoch [70][280/3757] lr: 6.792e-02, eta: 3 days, 0:00:15, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2570, top5_acc: 0.5000, loss_cls: 3.4639, loss: 3.4639, grad_norm: 2.3646 2020-07-25 18:31:11,724 - mmaction - INFO - Epoch [70][300/3757] lr: 6.792e-02, eta: 2 days, 23:59:58, time: 0.564, data_time: 0.002, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4844, loss_cls: 3.5797, loss: 3.5797, grad_norm: 2.4806 2020-07-25 18:31:23,136 - mmaction - INFO - Epoch [70][320/3757] lr: 6.792e-02, eta: 2 days, 23:59:43, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4781, loss_cls: 3.5332, loss: 3.5332, grad_norm: 2.4184 2020-07-25 18:31:34,468 - mmaction - INFO - Epoch [70][340/3757] lr: 6.792e-02, eta: 2 days, 23:59:27, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.5117, loss_cls: 3.4481, loss: 3.4481, grad_norm: 2.3976 2020-07-25 18:31:45,831 - mmaction - INFO - Epoch [70][360/3757] lr: 6.792e-02, eta: 2 days, 23:59:11, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5039, loss_cls: 3.4432, loss: 3.4432, grad_norm: 2.4155 2020-07-25 18:31:57,316 - mmaction - INFO - Epoch [70][380/3757] lr: 6.792e-02, eta: 2 days, 23:58:55, time: 0.574, data_time: 0.013, memory: 5232, top1_acc: 0.2492, top5_acc: 0.5016, loss_cls: 3.4876, loss: 3.4876, grad_norm: 2.5277 2020-07-25 18:32:08,708 - mmaction - INFO - Epoch [70][400/3757] lr: 6.792e-02, eta: 2 days, 23:58:39, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.4813, loss_cls: 3.5332, loss: 3.5332, grad_norm: 2.4336 2020-07-25 18:32:20,124 - mmaction - INFO - Epoch [70][420/3757] lr: 6.792e-02, eta: 2 days, 23:58:23, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4961, loss_cls: 3.5158, loss: 3.5158, grad_norm: 2.4211 2020-07-25 18:32:31,446 - mmaction - INFO - Epoch [70][440/3757] lr: 6.792e-02, eta: 2 days, 23:58:07, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4906, loss_cls: 3.5325, loss: 3.5325, grad_norm: 2.4002 2020-07-25 18:32:42,921 - mmaction - INFO - Epoch [70][460/3757] lr: 6.792e-02, eta: 2 days, 23:57:52, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4719, loss_cls: 3.5739, loss: 3.5739, grad_norm: 2.4083 2020-07-25 18:32:54,300 - mmaction - INFO - Epoch [70][480/3757] lr: 6.792e-02, eta: 2 days, 23:57:36, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4953, loss_cls: 3.4722, loss: 3.4722, grad_norm: 2.3600 2020-07-25 18:33:05,711 - mmaction - INFO - Epoch [70][500/3757] lr: 6.792e-02, eta: 2 days, 23:57:20, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.5102, loss_cls: 3.4885, loss: 3.4885, grad_norm: 2.3780 2020-07-25 18:33:17,359 - mmaction - INFO - Epoch [70][520/3757] lr: 6.792e-02, eta: 2 days, 23:57:05, time: 0.582, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4938, loss_cls: 3.5034, loss: 3.5034, grad_norm: 2.4568 2020-07-25 18:33:28,478 - mmaction - INFO - Epoch [70][540/3757] lr: 6.792e-02, eta: 2 days, 23:56:48, time: 0.556, data_time: 0.001, memory: 5232, top1_acc: 0.2500, top5_acc: 0.5016, loss_cls: 3.4943, loss: 3.4943, grad_norm: 2.4228 2020-07-25 18:33:39,959 - mmaction - INFO - Epoch [70][560/3757] lr: 6.792e-02, eta: 2 days, 23:56:33, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4836, loss_cls: 3.5149, loss: 3.5149, grad_norm: 2.3472 2020-07-25 18:33:51,320 - mmaction - INFO - Epoch [70][580/3757] lr: 6.792e-02, eta: 2 days, 23:56:17, time: 0.568, data_time: 0.001, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5172, loss_cls: 3.4091, loss: 3.4091, grad_norm: 2.4686 2020-07-25 18:34:02,775 - mmaction - INFO - Epoch [70][600/3757] lr: 6.792e-02, eta: 2 days, 23:56:01, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4805, loss_cls: 3.5326, loss: 3.5326, grad_norm: 2.5246 2020-07-25 18:34:14,145 - mmaction - INFO - Epoch [70][620/3757] lr: 6.792e-02, eta: 2 days, 23:55:45, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4805, loss_cls: 3.5202, loss: 3.5202, grad_norm: 2.4183 2020-07-25 18:34:25,649 - mmaction - INFO - Epoch [70][640/3757] lr: 6.792e-02, eta: 2 days, 23:55:30, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4953, loss_cls: 3.5011, loss: 3.5011, grad_norm: 2.4575 2020-07-25 18:34:37,110 - mmaction - INFO - Epoch [70][660/3757] lr: 6.792e-02, eta: 2 days, 23:55:14, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5289, loss_cls: 3.4055, loss: 3.4055, grad_norm: 2.4665 2020-07-25 18:34:48,492 - mmaction - INFO - Epoch [70][680/3757] lr: 6.792e-02, eta: 2 days, 23:54:58, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4875, loss_cls: 3.5413, loss: 3.5413, grad_norm: 2.4618 2020-07-25 18:34:59,825 - mmaction - INFO - Epoch [70][700/3757] lr: 6.792e-02, eta: 2 days, 23:54:42, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.5078, loss_cls: 3.4614, loss: 3.4614, grad_norm: 2.5037 2020-07-25 18:35:11,265 - mmaction - INFO - Epoch [70][720/3757] lr: 6.792e-02, eta: 2 days, 23:54:27, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5078, loss_cls: 3.5309, loss: 3.5309, grad_norm: 2.5123 2020-07-25 18:35:22,692 - mmaction - INFO - Epoch [70][740/3757] lr: 6.792e-02, eta: 2 days, 23:54:11, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4695, loss_cls: 3.5906, loss: 3.5906, grad_norm: 2.4659 2020-07-25 18:35:34,105 - mmaction - INFO - Epoch [70][760/3757] lr: 6.792e-02, eta: 2 days, 23:53:55, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4953, loss_cls: 3.5211, loss: 3.5211, grad_norm: 2.4085 2020-07-25 18:35:45,507 - mmaction - INFO - Epoch [70][780/3757] lr: 6.792e-02, eta: 2 days, 23:53:40, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.5219, loss_cls: 3.4278, loss: 3.4278, grad_norm: 2.4145 2020-07-25 18:35:56,831 - mmaction - INFO - Epoch [70][800/3757] lr: 6.792e-02, eta: 2 days, 23:53:24, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.5055, loss_cls: 3.5344, loss: 3.5344, grad_norm: 2.3966 2020-07-25 18:36:08,157 - mmaction - INFO - Epoch [70][820/3757] lr: 6.792e-02, eta: 2 days, 23:53:07, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4875, loss_cls: 3.5978, loss: 3.5978, grad_norm: 2.4450 2020-07-25 18:36:19,697 - mmaction - INFO - Epoch [70][840/3757] lr: 6.792e-02, eta: 2 days, 23:52:52, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4891, loss_cls: 3.5476, loss: 3.5476, grad_norm: 2.4240 2020-07-25 18:36:31,120 - mmaction - INFO - Epoch [70][860/3757] lr: 6.792e-02, eta: 2 days, 23:52:36, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2742, top5_acc: 0.4891, loss_cls: 3.5143, loss: 3.5143, grad_norm: 2.4666 2020-07-25 18:36:42,591 - mmaction - INFO - Epoch [70][880/3757] lr: 6.792e-02, eta: 2 days, 23:52:21, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5289, loss_cls: 3.3844, loss: 3.3844, grad_norm: 2.3627 2020-07-25 18:36:53,953 - mmaction - INFO - Epoch [70][900/3757] lr: 6.792e-02, eta: 2 days, 23:52:05, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.2633, top5_acc: 0.4859, loss_cls: 3.5478, loss: 3.5478, grad_norm: 2.5351 2020-07-25 18:37:05,434 - mmaction - INFO - Epoch [70][920/3757] lr: 6.792e-02, eta: 2 days, 23:51:49, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.4969, loss_cls: 3.5100, loss: 3.5100, grad_norm: 2.4035 2020-07-25 18:37:16,904 - mmaction - INFO - Epoch [70][940/3757] lr: 6.792e-02, eta: 2 days, 23:51:34, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.5031, loss_cls: 3.5216, loss: 3.5216, grad_norm: 2.4154 2020-07-25 18:37:28,358 - mmaction - INFO - Epoch [70][960/3757] lr: 6.792e-02, eta: 2 days, 23:51:18, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5195, loss_cls: 3.4108, loss: 3.4108, grad_norm: 2.4478 2020-07-25 18:37:39,750 - mmaction - INFO - Epoch [70][980/3757] lr: 6.792e-02, eta: 2 days, 23:51:03, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4594, loss_cls: 3.6747, loss: 3.6747, grad_norm: 2.4797 2020-07-25 18:37:51,118 - mmaction - INFO - Epoch [70][1000/3757] lr: 6.792e-02, eta: 2 days, 23:50:47, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.5008, loss_cls: 3.4842, loss: 3.4842, grad_norm: 2.3620 2020-07-25 18:38:02,500 - mmaction - INFO - Epoch [70][1020/3757] lr: 6.792e-02, eta: 2 days, 23:50:31, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4953, loss_cls: 3.5147, loss: 3.5147, grad_norm: 2.4729 2020-07-25 18:38:13,888 - mmaction - INFO - Epoch [70][1040/3757] lr: 6.792e-02, eta: 2 days, 23:50:15, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.5227, loss_cls: 3.4579, loss: 3.4579, grad_norm: 2.4413 2020-07-25 18:38:25,348 - mmaction - INFO - Epoch [70][1060/3757] lr: 6.792e-02, eta: 2 days, 23:49:59, time: 0.574, data_time: 0.012, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4953, loss_cls: 3.4991, loss: 3.4991, grad_norm: 2.4164 2020-07-25 18:38:36,697 - mmaction - INFO - Epoch [70][1080/3757] lr: 6.792e-02, eta: 2 days, 23:49:43, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4852, loss_cls: 3.5566, loss: 3.5566, grad_norm: 2.4075 2020-07-25 18:38:48,161 - mmaction - INFO - Epoch [70][1100/3757] lr: 6.792e-02, eta: 2 days, 23:49:28, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.5016, loss_cls: 3.4928, loss: 3.4928, grad_norm: 2.4569 2020-07-25 18:38:59,577 - mmaction - INFO - Epoch [70][1120/3757] lr: 6.792e-02, eta: 2 days, 23:49:12, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4805, loss_cls: 3.6092, loss: 3.6092, grad_norm: 2.4081 2020-07-25 18:39:10,982 - mmaction - INFO - Epoch [70][1140/3757] lr: 6.792e-02, eta: 2 days, 23:48:56, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4883, loss_cls: 3.5521, loss: 3.5521, grad_norm: 2.3696 2020-07-25 18:39:22,437 - mmaction - INFO - Epoch [70][1160/3757] lr: 6.792e-02, eta: 2 days, 23:48:41, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4852, loss_cls: 3.5281, loss: 3.5281, grad_norm: 2.4672 2020-07-25 18:39:33,919 - mmaction - INFO - Epoch [70][1180/3757] lr: 6.792e-02, eta: 2 days, 23:48:25, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4898, loss_cls: 3.5536, loss: 3.5536, grad_norm: 2.4140 2020-07-25 18:39:45,260 - mmaction - INFO - Epoch [70][1200/3757] lr: 6.792e-02, eta: 2 days, 23:48:09, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4734, loss_cls: 3.5997, loss: 3.5997, grad_norm: 2.4224 2020-07-25 18:39:56,744 - mmaction - INFO - Epoch [70][1220/3757] lr: 6.792e-02, eta: 2 days, 23:47:54, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4695, loss_cls: 3.5803, loss: 3.5803, grad_norm: 2.4204 2020-07-25 18:40:08,105 - mmaction - INFO - Epoch [70][1240/3757] lr: 6.792e-02, eta: 2 days, 23:47:38, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4836, loss_cls: 3.5853, loss: 3.5853, grad_norm: 2.4097 2020-07-25 18:40:19,445 - mmaction - INFO - Epoch [70][1260/3757] lr: 6.792e-02, eta: 2 days, 23:47:22, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4867, loss_cls: 3.5534, loss: 3.5534, grad_norm: 2.4179 2020-07-25 18:40:30,826 - mmaction - INFO - Epoch [70][1280/3757] lr: 6.792e-02, eta: 2 days, 23:47:06, time: 0.569, data_time: 0.005, memory: 5232, top1_acc: 0.2523, top5_acc: 0.5094, loss_cls: 3.4654, loss: 3.4654, grad_norm: 2.2982 2020-07-25 18:40:42,216 - mmaction - INFO - Epoch [70][1300/3757] lr: 6.792e-02, eta: 2 days, 23:46:50, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5008, loss_cls: 3.5095, loss: 3.5095, grad_norm: 2.4264 2020-07-25 18:40:53,728 - mmaction - INFO - Epoch [70][1320/3757] lr: 6.792e-02, eta: 2 days, 23:46:35, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4898, loss_cls: 3.5473, loss: 3.5473, grad_norm: 2.3804 2020-07-25 18:41:05,065 - mmaction - INFO - Epoch [70][1340/3757] lr: 6.792e-02, eta: 2 days, 23:46:19, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.4859, loss_cls: 3.5731, loss: 3.5731, grad_norm: 2.4162 2020-07-25 18:41:16,440 - mmaction - INFO - Epoch [70][1360/3757] lr: 6.792e-02, eta: 2 days, 23:46:03, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4922, loss_cls: 3.4753, loss: 3.4753, grad_norm: 2.4175 2020-07-25 18:41:27,783 - mmaction - INFO - Epoch [70][1380/3757] lr: 6.792e-02, eta: 2 days, 23:45:47, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5180, loss_cls: 3.3475, loss: 3.3475, grad_norm: 2.4485 2020-07-25 18:41:39,135 - mmaction - INFO - Epoch [70][1400/3757] lr: 6.792e-02, eta: 2 days, 23:45:31, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4961, loss_cls: 3.5004, loss: 3.5004, grad_norm: 2.4794 2020-07-25 18:41:50,590 - mmaction - INFO - Epoch [70][1420/3757] lr: 6.792e-02, eta: 2 days, 23:45:16, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2641, top5_acc: 0.4859, loss_cls: 3.5154, loss: 3.5154, grad_norm: 2.4345 2020-07-25 18:42:02,089 - mmaction - INFO - Epoch [70][1440/3757] lr: 6.792e-02, eta: 2 days, 23:45:00, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.5039, loss_cls: 3.4949, loss: 3.4949, grad_norm: 2.4410 2020-07-25 18:42:13,504 - mmaction - INFO - Epoch [70][1460/3757] lr: 6.792e-02, eta: 2 days, 23:44:45, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4758, loss_cls: 3.5700, loss: 3.5700, grad_norm: 2.4277 2020-07-25 18:42:24,789 - mmaction - INFO - Epoch [70][1480/3757] lr: 6.792e-02, eta: 2 days, 23:44:29, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4750, loss_cls: 3.5874, loss: 3.5874, grad_norm: 2.4028 2020-07-25 18:42:36,348 - mmaction - INFO - Epoch [70][1500/3757] lr: 6.792e-02, eta: 2 days, 23:44:13, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4789, loss_cls: 3.5065, loss: 3.5065, grad_norm: 2.3627 2020-07-25 18:42:47,817 - mmaction - INFO - Epoch [70][1520/3757] lr: 6.792e-02, eta: 2 days, 23:43:58, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4922, loss_cls: 3.5406, loss: 3.5406, grad_norm: 2.4826 2020-07-25 18:42:59,205 - mmaction - INFO - Epoch [70][1540/3757] lr: 6.792e-02, eta: 2 days, 23:43:42, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5172, loss_cls: 3.4130, loss: 3.4130, grad_norm: 2.4431 2020-07-25 18:43:10,627 - mmaction - INFO - Epoch [70][1560/3757] lr: 6.792e-02, eta: 2 days, 23:43:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4938, loss_cls: 3.5025, loss: 3.5025, grad_norm: 2.4536 2020-07-25 18:43:22,027 - mmaction - INFO - Epoch [70][1580/3757] lr: 6.792e-02, eta: 2 days, 23:43:11, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.5133, loss_cls: 3.4450, loss: 3.4450, grad_norm: 2.4436 2020-07-25 18:43:33,531 - mmaction - INFO - Epoch [70][1600/3757] lr: 6.792e-02, eta: 2 days, 23:42:55, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4914, loss_cls: 3.5596, loss: 3.5596, grad_norm: 2.5238 2020-07-25 18:43:44,859 - mmaction - INFO - Epoch [70][1620/3757] lr: 6.792e-02, eta: 2 days, 23:42:39, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4945, loss_cls: 3.5660, loss: 3.5660, grad_norm: 2.4233 2020-07-25 18:43:56,260 - mmaction - INFO - Epoch [70][1640/3757] lr: 6.792e-02, eta: 2 days, 23:42:23, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5234, loss_cls: 3.3968, loss: 3.3968, grad_norm: 2.3923 2020-07-25 18:44:07,666 - mmaction - INFO - Epoch [70][1660/3757] lr: 6.792e-02, eta: 2 days, 23:42:08, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2578, top5_acc: 0.4852, loss_cls: 3.5552, loss: 3.5552, grad_norm: 2.4997 2020-07-25 18:44:19,096 - mmaction - INFO - Epoch [70][1680/3757] lr: 6.792e-02, eta: 2 days, 23:41:52, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4844, loss_cls: 3.5461, loss: 3.5461, grad_norm: 2.4933 2020-07-25 18:44:30,452 - mmaction - INFO - Epoch [70][1700/3757] lr: 6.792e-02, eta: 2 days, 23:41:36, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.5070, loss_cls: 3.4625, loss: 3.4625, grad_norm: 2.4760 2020-07-25 18:44:41,872 - mmaction - INFO - Epoch [70][1720/3757] lr: 6.792e-02, eta: 2 days, 23:41:21, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4938, loss_cls: 3.5418, loss: 3.5418, grad_norm: 2.4320 2020-07-25 18:44:53,316 - mmaction - INFO - Epoch [70][1740/3757] lr: 6.792e-02, eta: 2 days, 23:41:05, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.5008, loss_cls: 3.5144, loss: 3.5144, grad_norm: 2.4086 2020-07-25 18:45:04,717 - mmaction - INFO - Epoch [70][1760/3757] lr: 6.792e-02, eta: 2 days, 23:40:49, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2375, top5_acc: 0.5016, loss_cls: 3.5151, loss: 3.5151, grad_norm: 2.3804 2020-07-25 18:45:16,135 - mmaction - INFO - Epoch [70][1780/3757] lr: 6.792e-02, eta: 2 days, 23:40:34, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.5125, loss_cls: 3.4868, loss: 3.4868, grad_norm: 2.4398 2020-07-25 18:45:27,410 - mmaction - INFO - Epoch [70][1800/3757] lr: 6.792e-02, eta: 2 days, 23:40:18, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4859, loss_cls: 3.5418, loss: 3.5418, grad_norm: 2.4665 2020-07-25 18:45:38,831 - mmaction - INFO - Epoch [70][1820/3757] lr: 6.792e-02, eta: 2 days, 23:40:02, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4883, loss_cls: 3.5653, loss: 3.5653, grad_norm: 2.4542 2020-07-25 18:45:50,275 - mmaction - INFO - Epoch [70][1840/3757] lr: 6.792e-02, eta: 2 days, 23:39:46, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2586, top5_acc: 0.5102, loss_cls: 3.4679, loss: 3.4679, grad_norm: 2.4333 2020-07-25 18:46:01,601 - mmaction - INFO - Epoch [70][1860/3757] lr: 6.792e-02, eta: 2 days, 23:39:30, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4898, loss_cls: 3.5213, loss: 3.5213, grad_norm: 2.3889 2020-07-25 18:46:13,081 - mmaction - INFO - Epoch [70][1880/3757] lr: 6.792e-02, eta: 2 days, 23:39:15, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4945, loss_cls: 3.5591, loss: 3.5591, grad_norm: 2.4160 2020-07-25 18:46:24,548 - mmaction - INFO - Epoch [70][1900/3757] lr: 6.792e-02, eta: 2 days, 23:38:59, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.5008, loss_cls: 3.4682, loss: 3.4682, grad_norm: 2.4249 2020-07-25 18:46:36,086 - mmaction - INFO - Epoch [70][1920/3757] lr: 6.792e-02, eta: 2 days, 23:38:44, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5102, loss_cls: 3.4821, loss: 3.4821, grad_norm: 2.4672 2020-07-25 18:46:47,490 - mmaction - INFO - Epoch [70][1940/3757] lr: 6.792e-02, eta: 2 days, 23:38:28, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.5047, loss_cls: 3.4817, loss: 3.4817, grad_norm: 2.5021 2020-07-25 18:46:58,958 - mmaction - INFO - Epoch [70][1960/3757] lr: 6.792e-02, eta: 2 days, 23:38:13, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.2500, top5_acc: 0.5031, loss_cls: 3.5428, loss: 3.5428, grad_norm: 2.5087 2020-07-25 18:47:10,460 - mmaction - INFO - Epoch [70][1980/3757] lr: 6.792e-02, eta: 2 days, 23:37:58, time: 0.575, data_time: 0.011, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4594, loss_cls: 3.6657, loss: 3.6657, grad_norm: 2.4877 2020-07-25 18:47:21,698 - mmaction - INFO - Epoch [70][2000/3757] lr: 6.792e-02, eta: 2 days, 23:37:41, time: 0.562, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4844, loss_cls: 3.5895, loss: 3.5895, grad_norm: 2.4014 2020-07-25 18:47:32,967 - mmaction - INFO - Epoch [70][2020/3757] lr: 6.792e-02, eta: 2 days, 23:37:25, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4914, loss_cls: 3.5507, loss: 3.5507, grad_norm: 2.3496 2020-07-25 18:47:44,096 - mmaction - INFO - Epoch [70][2040/3757] lr: 6.792e-02, eta: 2 days, 23:37:09, time: 0.557, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4844, loss_cls: 3.5438, loss: 3.5438, grad_norm: 2.4009 2020-07-25 18:47:55,311 - mmaction - INFO - Epoch [70][2060/3757] lr: 6.792e-02, eta: 2 days, 23:36:52, time: 0.561, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4906, loss_cls: 3.4842, loss: 3.4842, grad_norm: 2.4026 2020-07-25 18:48:06,635 - mmaction - INFO - Epoch [70][2080/3757] lr: 6.792e-02, eta: 2 days, 23:36:36, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.2477, top5_acc: 0.5016, loss_cls: 3.4957, loss: 3.4957, grad_norm: 2.3652 2020-07-25 18:48:18,068 - mmaction - INFO - Epoch [70][2100/3757] lr: 6.792e-02, eta: 2 days, 23:36:21, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2641, top5_acc: 0.5109, loss_cls: 3.4921, loss: 3.4921, grad_norm: 2.3904 2020-07-25 18:48:29,451 - mmaction - INFO - Epoch [70][2120/3757] lr: 6.792e-02, eta: 2 days, 23:36:05, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.5062, loss_cls: 3.4985, loss: 3.4985, grad_norm: 2.4311 2020-07-25 18:48:40,860 - mmaction - INFO - Epoch [70][2140/3757] lr: 6.792e-02, eta: 2 days, 23:35:49, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4805, loss_cls: 3.5417, loss: 3.5417, grad_norm: 2.4264 2020-07-25 18:48:52,261 - mmaction - INFO - Epoch [70][2160/3757] lr: 6.792e-02, eta: 2 days, 23:35:34, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.4922, loss_cls: 3.5791, loss: 3.5791, grad_norm: 2.4277 2020-07-25 18:49:03,700 - mmaction - INFO - Epoch [70][2180/3757] lr: 6.792e-02, eta: 2 days, 23:35:18, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4750, loss_cls: 3.5410, loss: 3.5410, grad_norm: 2.3507 2020-07-25 18:49:15,093 - mmaction - INFO - Epoch [70][2200/3757] lr: 6.792e-02, eta: 2 days, 23:35:02, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5008, loss_cls: 3.4673, loss: 3.4673, grad_norm: 2.4381 2020-07-25 18:49:26,477 - mmaction - INFO - Epoch [70][2220/3757] lr: 6.792e-02, eta: 2 days, 23:34:47, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5039, loss_cls: 3.4702, loss: 3.4702, grad_norm: 2.3609 2020-07-25 18:49:37,792 - mmaction - INFO - Epoch [70][2240/3757] lr: 6.792e-02, eta: 2 days, 23:34:31, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5180, loss_cls: 3.3520, loss: 3.3520, grad_norm: 2.4413 2020-07-25 18:49:49,191 - mmaction - INFO - Epoch [70][2260/3757] lr: 6.792e-02, eta: 2 days, 23:34:15, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4797, loss_cls: 3.5884, loss: 3.5884, grad_norm: 2.4552 2020-07-25 18:50:00,632 - mmaction - INFO - Epoch [70][2280/3757] lr: 6.792e-02, eta: 2 days, 23:33:59, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4914, loss_cls: 3.5352, loss: 3.5352, grad_norm: 2.3295 2020-07-25 18:50:12,045 - mmaction - INFO - Epoch [70][2300/3757] lr: 6.792e-02, eta: 2 days, 23:33:44, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4898, loss_cls: 3.5937, loss: 3.5937, grad_norm: 2.4396 2020-07-25 18:50:23,383 - mmaction - INFO - Epoch [70][2320/3757] lr: 6.792e-02, eta: 2 days, 23:33:28, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5000, loss_cls: 3.5487, loss: 3.5487, grad_norm: 2.4936 2020-07-25 18:50:35,071 - mmaction - INFO - Epoch [70][2340/3757] lr: 6.792e-02, eta: 2 days, 23:33:13, time: 0.584, data_time: 0.023, memory: 5232, top1_acc: 0.2508, top5_acc: 0.5070, loss_cls: 3.4732, loss: 3.4732, grad_norm: 2.4801 2020-07-25 18:50:46,509 - mmaction - INFO - Epoch [70][2360/3757] lr: 6.792e-02, eta: 2 days, 23:32:58, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4633, loss_cls: 3.6208, loss: 3.6208, grad_norm: 2.4078 2020-07-25 18:50:57,895 - mmaction - INFO - Epoch [70][2380/3757] lr: 6.792e-02, eta: 2 days, 23:32:42, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4625, loss_cls: 3.6504, loss: 3.6504, grad_norm: 2.3790 2020-07-25 18:51:09,217 - mmaction - INFO - Epoch [70][2400/3757] lr: 6.792e-02, eta: 2 days, 23:32:26, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5258, loss_cls: 3.4277, loss: 3.4277, grad_norm: 2.3591 2020-07-25 18:51:20,717 - mmaction - INFO - Epoch [70][2420/3757] lr: 6.792e-02, eta: 2 days, 23:32:10, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4930, loss_cls: 3.5108, loss: 3.5108, grad_norm: 2.4724 2020-07-25 18:51:32,101 - mmaction - INFO - Epoch [70][2440/3757] lr: 6.792e-02, eta: 2 days, 23:31:55, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.4969, loss_cls: 3.5242, loss: 3.5242, grad_norm: 2.4572 2020-07-25 18:51:43,487 - mmaction - INFO - Epoch [70][2460/3757] lr: 6.792e-02, eta: 2 days, 23:31:39, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4578, loss_cls: 3.6281, loss: 3.6281, grad_norm: 2.4699 2020-07-25 18:51:54,910 - mmaction - INFO - Epoch [70][2480/3757] lr: 6.792e-02, eta: 2 days, 23:31:23, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.5062, loss_cls: 3.4801, loss: 3.4801, grad_norm: 2.4125 2020-07-25 18:52:06,317 - mmaction - INFO - Epoch [70][2500/3757] lr: 6.792e-02, eta: 2 days, 23:31:08, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4727, loss_cls: 3.6256, loss: 3.6256, grad_norm: 2.4070 2020-07-25 18:52:17,821 - mmaction - INFO - Epoch [70][2520/3757] lr: 6.792e-02, eta: 2 days, 23:30:52, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.4852, loss_cls: 3.5609, loss: 3.5609, grad_norm: 2.3535 2020-07-25 18:52:29,188 - mmaction - INFO - Epoch [70][2540/3757] lr: 6.792e-02, eta: 2 days, 23:30:37, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4859, loss_cls: 3.5891, loss: 3.5891, grad_norm: 2.4168 2020-07-25 18:52:40,580 - mmaction - INFO - Epoch [70][2560/3757] lr: 6.792e-02, eta: 2 days, 23:30:21, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.4938, loss_cls: 3.4813, loss: 3.4813, grad_norm: 2.4364 2020-07-25 18:52:51,985 - mmaction - INFO - Epoch [70][2580/3757] lr: 6.792e-02, eta: 2 days, 23:30:05, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.5297, loss_cls: 3.4308, loss: 3.4308, grad_norm: 2.3498 2020-07-25 18:53:03,401 - mmaction - INFO - Epoch [70][2600/3757] lr: 6.792e-02, eta: 2 days, 23:29:50, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4789, loss_cls: 3.5317, loss: 3.5317, grad_norm: 2.3792 2020-07-25 18:53:14,900 - mmaction - INFO - Epoch [70][2620/3757] lr: 6.792e-02, eta: 2 days, 23:29:34, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.5062, loss_cls: 3.5304, loss: 3.5304, grad_norm: 2.4637 2020-07-25 18:53:26,345 - mmaction - INFO - Epoch [70][2640/3757] lr: 6.792e-02, eta: 2 days, 23:29:19, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2578, top5_acc: 0.4914, loss_cls: 3.4784, loss: 3.4784, grad_norm: 2.4212 2020-07-25 18:53:37,791 - mmaction - INFO - Epoch [70][2660/3757] lr: 6.792e-02, eta: 2 days, 23:29:03, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.5172, loss_cls: 3.4579, loss: 3.4579, grad_norm: 2.4956 2020-07-25 18:53:49,331 - mmaction - INFO - Epoch [70][2680/3757] lr: 6.792e-02, eta: 2 days, 23:28:48, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.5055, loss_cls: 3.4636, loss: 3.4636, grad_norm: 2.4834 2020-07-25 18:54:00,763 - mmaction - INFO - Epoch [70][2700/3757] lr: 6.792e-02, eta: 2 days, 23:28:32, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5141, loss_cls: 3.4393, loss: 3.4393, grad_norm: 2.4554 2020-07-25 18:54:12,182 - mmaction - INFO - Epoch [70][2720/3757] lr: 6.792e-02, eta: 2 days, 23:28:17, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5094, loss_cls: 3.4734, loss: 3.4734, grad_norm: 2.4503 2020-07-25 18:54:23,526 - mmaction - INFO - Epoch [70][2740/3757] lr: 6.792e-02, eta: 2 days, 23:28:01, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4703, loss_cls: 3.5945, loss: 3.5945, grad_norm: 2.4710 2020-07-25 18:54:34,989 - mmaction - INFO - Epoch [70][2760/3757] lr: 6.792e-02, eta: 2 days, 23:27:46, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.5000, loss_cls: 3.4995, loss: 3.4995, grad_norm: 2.5222 2020-07-25 18:54:46,390 - mmaction - INFO - Epoch [70][2780/3757] lr: 6.792e-02, eta: 2 days, 23:27:30, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5164, loss_cls: 3.4213, loss: 3.4213, grad_norm: 2.4772 2020-07-25 18:54:57,819 - mmaction - INFO - Epoch [70][2800/3757] lr: 6.792e-02, eta: 2 days, 23:27:14, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4813, loss_cls: 3.5645, loss: 3.5645, grad_norm: 2.5192 2020-07-25 18:55:09,163 - mmaction - INFO - Epoch [70][2820/3757] lr: 6.792e-02, eta: 2 days, 23:26:59, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4766, loss_cls: 3.6440, loss: 3.6440, grad_norm: 2.4468 2020-07-25 18:55:20,591 - mmaction - INFO - Epoch [70][2840/3757] lr: 6.792e-02, eta: 2 days, 23:26:43, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4930, loss_cls: 3.5370, loss: 3.5370, grad_norm: 2.4126 2020-07-25 18:55:32,191 - mmaction - INFO - Epoch [70][2860/3757] lr: 6.792e-02, eta: 2 days, 23:26:28, time: 0.580, data_time: 0.015, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5102, loss_cls: 3.4138, loss: 3.4138, grad_norm: 2.4219 2020-07-25 18:55:43,582 - mmaction - INFO - Epoch [70][2880/3757] lr: 6.792e-02, eta: 2 days, 23:26:12, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2625, top5_acc: 0.4898, loss_cls: 3.4948, loss: 3.4948, grad_norm: 2.4859 2020-07-25 18:55:55,103 - mmaction - INFO - Epoch [70][2900/3757] lr: 6.792e-02, eta: 2 days, 23:25:57, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.4852, loss_cls: 3.5267, loss: 3.5267, grad_norm: 2.4598 2020-07-25 18:56:06,511 - mmaction - INFO - Epoch [70][2920/3757] lr: 6.792e-02, eta: 2 days, 23:25:41, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4914, loss_cls: 3.4798, loss: 3.4798, grad_norm: 2.3936 2020-07-25 18:56:17,979 - mmaction - INFO - Epoch [70][2940/3757] lr: 6.792e-02, eta: 2 days, 23:25:26, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4844, loss_cls: 3.5285, loss: 3.5285, grad_norm: 2.4865 2020-07-25 18:56:29,505 - mmaction - INFO - Epoch [70][2960/3757] lr: 6.792e-02, eta: 2 days, 23:25:11, time: 0.576, data_time: 0.002, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4836, loss_cls: 3.5581, loss: 3.5581, grad_norm: 2.4243 2020-07-25 18:56:40,982 - mmaction - INFO - Epoch [70][2980/3757] lr: 6.792e-02, eta: 2 days, 23:24:55, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4875, loss_cls: 3.5697, loss: 3.5697, grad_norm: 2.4224 2020-07-25 18:56:52,436 - mmaction - INFO - Epoch [70][3000/3757] lr: 6.792e-02, eta: 2 days, 23:24:40, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4867, loss_cls: 3.5312, loss: 3.5312, grad_norm: 2.4030 2020-07-25 18:57:03,788 - mmaction - INFO - Epoch [70][3020/3757] lr: 6.792e-02, eta: 2 days, 23:24:24, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.4969, loss_cls: 3.5449, loss: 3.5449, grad_norm: 2.4003 2020-07-25 18:57:15,151 - mmaction - INFO - Epoch [70][3040/3757] lr: 6.792e-02, eta: 2 days, 23:24:08, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2547, top5_acc: 0.5188, loss_cls: 3.4453, loss: 3.4453, grad_norm: 2.3878 2020-07-25 18:57:26,512 - mmaction - INFO - Epoch [70][3060/3757] lr: 6.792e-02, eta: 2 days, 23:23:53, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4758, loss_cls: 3.5782, loss: 3.5782, grad_norm: 2.4298 2020-07-25 18:57:37,869 - mmaction - INFO - Epoch [70][3080/3757] lr: 6.792e-02, eta: 2 days, 23:23:37, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4938, loss_cls: 3.5091, loss: 3.5091, grad_norm: 2.4492 2020-07-25 18:57:49,331 - mmaction - INFO - Epoch [70][3100/3757] lr: 6.792e-02, eta: 2 days, 23:23:21, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.5156, loss_cls: 3.4758, loss: 3.4758, grad_norm: 2.4457 2020-07-25 18:58:00,691 - mmaction - INFO - Epoch [70][3120/3757] lr: 6.792e-02, eta: 2 days, 23:23:06, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.5000, loss_cls: 3.5109, loss: 3.5109, grad_norm: 2.4073 2020-07-25 18:58:12,095 - mmaction - INFO - Epoch [70][3140/3757] lr: 6.792e-02, eta: 2 days, 23:22:50, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4938, loss_cls: 3.5571, loss: 3.5571, grad_norm: 2.4743 2020-07-25 18:58:23,633 - mmaction - INFO - Epoch [70][3160/3757] lr: 6.792e-02, eta: 2 days, 23:22:35, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4813, loss_cls: 3.5570, loss: 3.5570, grad_norm: 2.4304 2020-07-25 18:58:34,940 - mmaction - INFO - Epoch [70][3180/3757] lr: 6.792e-02, eta: 2 days, 23:22:19, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4961, loss_cls: 3.5223, loss: 3.5223, grad_norm: 2.3498 2020-07-25 18:58:46,316 - mmaction - INFO - Epoch [70][3200/3757] lr: 6.792e-02, eta: 2 days, 23:22:03, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4867, loss_cls: 3.4999, loss: 3.4999, grad_norm: 2.3799 2020-07-25 18:58:57,608 - mmaction - INFO - Epoch [70][3220/3757] lr: 6.792e-02, eta: 2 days, 23:21:47, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4836, loss_cls: 3.5507, loss: 3.5507, grad_norm: 2.4083 2020-07-25 18:59:08,941 - mmaction - INFO - Epoch [70][3240/3757] lr: 6.792e-02, eta: 2 days, 23:21:31, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4836, loss_cls: 3.5506, loss: 3.5506, grad_norm: 2.4676 2020-07-25 18:59:20,254 - mmaction - INFO - Epoch [70][3260/3757] lr: 6.792e-02, eta: 2 days, 23:21:15, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4734, loss_cls: 3.5182, loss: 3.5182, grad_norm: 2.4147 2020-07-25 18:59:31,630 - mmaction - INFO - Epoch [70][3280/3757] lr: 6.792e-02, eta: 2 days, 23:21:00, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4492, loss_cls: 3.6603, loss: 3.6603, grad_norm: 2.3971 2020-07-25 18:59:43,143 - mmaction - INFO - Epoch [70][3300/3757] lr: 6.792e-02, eta: 2 days, 23:20:44, time: 0.575, data_time: 0.002, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4820, loss_cls: 3.5471, loss: 3.5471, grad_norm: 2.3801 2020-07-25 18:59:54,543 - mmaction - INFO - Epoch [70][3320/3757] lr: 6.792e-02, eta: 2 days, 23:20:29, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.5109, loss_cls: 3.4658, loss: 3.4658, grad_norm: 2.4360 2020-07-25 19:00:11,534 - mmaction - INFO - Epoch [70][3340/3757] lr: 6.792e-02, eta: 2 days, 23:20:31, time: 0.848, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.5211, loss_cls: 3.4801, loss: 3.4801, grad_norm: 2.4817 2020-07-25 19:00:23,063 - mmaction - INFO - Epoch [70][3360/3757] lr: 6.792e-02, eta: 2 days, 23:20:16, time: 0.578, data_time: 0.006, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4844, loss_cls: 3.5052, loss: 3.5052, grad_norm: 2.4594 2020-07-25 19:00:34,598 - mmaction - INFO - Epoch [70][3380/3757] lr: 6.792e-02, eta: 2 days, 23:20:00, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.4867, loss_cls: 3.5281, loss: 3.5281, grad_norm: 2.3935 2020-07-25 19:00:46,056 - mmaction - INFO - Epoch [70][3400/3757] lr: 6.792e-02, eta: 2 days, 23:19:45, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4961, loss_cls: 3.5497, loss: 3.5497, grad_norm: 2.3856 2020-07-25 19:00:57,480 - mmaction - INFO - Epoch [70][3420/3757] lr: 6.792e-02, eta: 2 days, 23:19:29, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5031, loss_cls: 3.4944, loss: 3.4944, grad_norm: 2.4809 2020-07-25 19:01:08,897 - mmaction - INFO - Epoch [70][3440/3757] lr: 6.792e-02, eta: 2 days, 23:19:14, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.4781, loss_cls: 3.5751, loss: 3.5751, grad_norm: 2.4836 2020-07-25 19:01:20,326 - mmaction - INFO - Epoch [70][3460/3757] lr: 6.792e-02, eta: 2 days, 23:18:58, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5266, loss_cls: 3.3912, loss: 3.3912, grad_norm: 2.4002 2020-07-25 19:01:31,607 - mmaction - INFO - Epoch [70][3480/3757] lr: 6.792e-02, eta: 2 days, 23:18:42, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.5250, loss_cls: 3.4541, loss: 3.4541, grad_norm: 2.4505 2020-07-25 19:01:43,049 - mmaction - INFO - Epoch [70][3500/3757] lr: 6.792e-02, eta: 2 days, 23:18:27, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4633, loss_cls: 3.6169, loss: 3.6169, grad_norm: 2.4232 2020-07-25 19:01:54,538 - mmaction - INFO - Epoch [70][3520/3757] lr: 6.792e-02, eta: 2 days, 23:18:11, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5039, loss_cls: 3.4428, loss: 3.4428, grad_norm: 2.4014 2020-07-25 19:02:06,001 - mmaction - INFO - Epoch [70][3540/3757] lr: 6.792e-02, eta: 2 days, 23:17:56, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4891, loss_cls: 3.4829, loss: 3.4829, grad_norm: 2.4978 2020-07-25 19:02:17,429 - mmaction - INFO - Epoch [70][3560/3757] lr: 6.792e-02, eta: 2 days, 23:17:41, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4695, loss_cls: 3.6614, loss: 3.6614, grad_norm: 2.4966 2020-07-25 19:02:28,799 - mmaction - INFO - Epoch [70][3580/3757] lr: 6.792e-02, eta: 2 days, 23:17:25, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5023, loss_cls: 3.5081, loss: 3.5081, grad_norm: 2.3257 2020-07-25 19:02:40,234 - mmaction - INFO - Epoch [70][3600/3757] lr: 6.792e-02, eta: 2 days, 23:17:09, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4977, loss_cls: 3.4674, loss: 3.4674, grad_norm: 2.3949 2020-07-25 19:02:51,674 - mmaction - INFO - Epoch [70][3620/3757] lr: 6.792e-02, eta: 2 days, 23:16:54, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.5000, loss_cls: 3.5402, loss: 3.5402, grad_norm: 2.3745 2020-07-25 19:03:02,998 - mmaction - INFO - Epoch [70][3640/3757] lr: 6.792e-02, eta: 2 days, 23:16:38, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4898, loss_cls: 3.5331, loss: 3.5331, grad_norm: 2.4094 2020-07-25 19:03:14,352 - mmaction - INFO - Epoch [70][3660/3757] lr: 6.792e-02, eta: 2 days, 23:16:22, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4703, loss_cls: 3.5321, loss: 3.5321, grad_norm: 2.3880 2020-07-25 19:03:25,793 - mmaction - INFO - Epoch [70][3680/3757] lr: 6.792e-02, eta: 2 days, 23:16:07, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4961, loss_cls: 3.4884, loss: 3.4884, grad_norm: 2.3946 2020-07-25 19:03:37,222 - mmaction - INFO - Epoch [70][3700/3757] lr: 6.792e-02, eta: 2 days, 23:15:51, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.5078, loss_cls: 3.4748, loss: 3.4748, grad_norm: 2.3986 2020-07-25 19:03:48,751 - mmaction - INFO - Epoch [70][3720/3757] lr: 6.792e-02, eta: 2 days, 23:15:36, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.5062, loss_cls: 3.4768, loss: 3.4768, grad_norm: 2.4150 2020-07-25 19:04:00,119 - mmaction - INFO - Epoch [70][3740/3757] lr: 6.792e-02, eta: 2 days, 23:15:20, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5039, loss_cls: 3.4653, loss: 3.4653, grad_norm: 2.3168 2020-07-25 19:04:16,344 - mmaction - INFO - Saving checkpoint at 70 epochs 2020-07-25 19:07:23,166 - mmaction - INFO - Epoch [71][20/3757] lr: 6.710e-02, eta: 2 days, 23:23:24, time: 9.215, data_time: 7.751, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5023, loss_cls: 3.4336, loss: 3.4336, grad_norm: 2.5007 2020-07-25 19:07:46,361 - mmaction - INFO - Epoch [71][40/3757] lr: 6.710e-02, eta: 2 days, 23:23:46, time: 1.160, data_time: 0.056, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5008, loss_cls: 3.4056, loss: 3.4056, grad_norm: 2.4730 2020-07-25 19:08:14,164 - mmaction - INFO - Epoch [71][60/3757] lr: 6.710e-02, eta: 2 days, 23:24:22, time: 1.390, data_time: 0.046, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4969, loss_cls: 3.5182, loss: 3.5182, grad_norm: 2.4512 2020-07-25 19:08:31,990 - mmaction - INFO - Epoch [71][80/3757] lr: 6.710e-02, eta: 2 days, 23:24:26, time: 0.891, data_time: 0.099, memory: 5232, top1_acc: 0.2398, top5_acc: 0.5000, loss_cls: 3.5394, loss: 3.5394, grad_norm: 2.4254 2020-07-25 19:08:56,178 - mmaction - INFO - Epoch [71][100/3757] lr: 6.710e-02, eta: 2 days, 23:24:50, time: 1.210, data_time: 0.018, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5070, loss_cls: 3.4424, loss: 3.4424, grad_norm: 2.3825 2020-07-25 19:09:19,656 - mmaction - INFO - Epoch [71][120/3757] lr: 6.710e-02, eta: 2 days, 23:25:13, time: 1.174, data_time: 0.032, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4773, loss_cls: 3.5435, loss: 3.5435, grad_norm: 2.4605 2020-07-25 19:09:44,513 - mmaction - INFO - Epoch [71][140/3757] lr: 6.710e-02, eta: 2 days, 23:25:39, time: 1.242, data_time: 0.149, memory: 5232, top1_acc: 0.2750, top5_acc: 0.4984, loss_cls: 3.4849, loss: 3.4849, grad_norm: 2.3929 2020-07-25 19:10:08,608 - mmaction - INFO - Epoch [71][160/3757] lr: 6.710e-02, eta: 2 days, 23:26:03, time: 1.205, data_time: 0.427, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4984, loss_cls: 3.5374, loss: 3.5374, grad_norm: 2.5087 2020-07-25 19:10:34,369 - mmaction - INFO - Epoch [71][180/3757] lr: 6.710e-02, eta: 2 days, 23:26:33, time: 1.289, data_time: 0.103, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4836, loss_cls: 3.5724, loss: 3.5724, grad_norm: 2.4546 2020-07-25 19:10:57,929 - mmaction - INFO - Epoch [71][200/3757] lr: 6.710e-02, eta: 2 days, 23:26:55, time: 1.178, data_time: 0.116, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4859, loss_cls: 3.5356, loss: 3.5356, grad_norm: 2.4175 2020-07-25 19:11:24,806 - mmaction - INFO - Epoch [71][220/3757] lr: 6.710e-02, eta: 2 days, 23:27:28, time: 1.344, data_time: 0.198, memory: 5232, top1_acc: 0.2578, top5_acc: 0.4984, loss_cls: 3.5432, loss: 3.5432, grad_norm: 2.4148 2020-07-25 19:11:43,537 - mmaction - INFO - Epoch [71][240/3757] lr: 6.710e-02, eta: 2 days, 23:27:35, time: 0.936, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.5125, loss_cls: 3.5203, loss: 3.5203, grad_norm: 2.4134 2020-07-25 19:11:58,547 - mmaction - INFO - Epoch [71][260/3757] lr: 6.710e-02, eta: 2 days, 23:27:30, time: 0.751, data_time: 0.001, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5227, loss_cls: 3.4226, loss: 3.4226, grad_norm: 2.3704 2020-07-25 19:12:22,818 - mmaction - INFO - Epoch [71][280/3757] lr: 6.710e-02, eta: 2 days, 23:27:55, time: 1.213, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.5016, loss_cls: 3.4717, loss: 3.4717, grad_norm: 2.4750 2020-07-25 19:12:42,049 - mmaction - INFO - Epoch [71][300/3757] lr: 6.710e-02, eta: 2 days, 23:28:04, time: 0.962, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.5000, loss_cls: 3.4832, loss: 3.4832, grad_norm: 2.4582 2020-07-25 19:13:01,112 - mmaction - INFO - Epoch [71][320/3757] lr: 6.710e-02, eta: 2 days, 23:28:12, time: 0.953, data_time: 0.068, memory: 5232, top1_acc: 0.2570, top5_acc: 0.4984, loss_cls: 3.4871, loss: 3.4871, grad_norm: 2.4897 2020-07-25 19:13:18,708 - mmaction - INFO - Epoch [71][340/3757] lr: 6.710e-02, eta: 2 days, 23:28:16, time: 0.880, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.5141, loss_cls: 3.4719, loss: 3.4719, grad_norm: 2.4962 2020-07-25 19:13:31,715 - mmaction - INFO - Epoch [71][360/3757] lr: 6.710e-02, eta: 2 days, 23:28:05, time: 0.651, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4984, loss_cls: 3.4713, loss: 3.4713, grad_norm: 2.3934 2020-07-25 19:13:52,006 - mmaction - INFO - Epoch [71][380/3757] lr: 6.710e-02, eta: 2 days, 23:28:17, time: 1.015, data_time: 0.272, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4945, loss_cls: 3.5140, loss: 3.5140, grad_norm: 2.3650 2020-07-25 19:14:09,678 - mmaction - INFO - Epoch [71][400/3757] lr: 6.710e-02, eta: 2 days, 23:28:21, time: 0.883, data_time: 0.259, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5289, loss_cls: 3.3937, loss: 3.3937, grad_norm: 2.4234 2020-07-25 19:14:22,654 - mmaction - INFO - Epoch [71][420/3757] lr: 6.710e-02, eta: 2 days, 23:28:10, time: 0.649, data_time: 0.004, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5234, loss_cls: 3.3659, loss: 3.3659, grad_norm: 2.4149 2020-07-25 19:14:35,607 - mmaction - INFO - Epoch [71][440/3757] lr: 6.710e-02, eta: 2 days, 23:27:59, time: 0.648, data_time: 0.077, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4883, loss_cls: 3.5272, loss: 3.5272, grad_norm: 2.5293 2020-07-25 19:14:49,220 - mmaction - INFO - Epoch [71][460/3757] lr: 6.710e-02, eta: 2 days, 23:27:50, time: 0.681, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5062, loss_cls: 3.4495, loss: 3.4495, grad_norm: 2.4114 2020-07-25 19:15:02,223 - mmaction - INFO - Epoch [71][480/3757] lr: 6.710e-02, eta: 2 days, 23:27:39, time: 0.650, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5016, loss_cls: 3.4620, loss: 3.4620, grad_norm: 2.4279 2020-07-25 19:15:13,851 - mmaction - INFO - Epoch [71][500/3757] lr: 6.710e-02, eta: 2 days, 23:27:24, time: 0.582, data_time: 0.001, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5109, loss_cls: 3.3807, loss: 3.3807, grad_norm: 2.4348 2020-07-25 19:15:25,264 - mmaction - INFO - Epoch [71][520/3757] lr: 6.710e-02, eta: 2 days, 23:27:08, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4828, loss_cls: 3.5347, loss: 3.5347, grad_norm: 2.4905 2020-07-25 19:15:36,605 - mmaction - INFO - Epoch [71][540/3757] lr: 6.710e-02, eta: 2 days, 23:26:52, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4813, loss_cls: 3.5628, loss: 3.5628, grad_norm: 2.4591 2020-07-25 19:15:47,856 - mmaction - INFO - Epoch [71][560/3757] lr: 6.710e-02, eta: 2 days, 23:26:36, time: 0.562, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5070, loss_cls: 3.4715, loss: 3.4715, grad_norm: 2.4249 2020-07-25 19:15:59,255 - mmaction - INFO - Epoch [71][580/3757] lr: 6.710e-02, eta: 2 days, 23:26:20, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4820, loss_cls: 3.5525, loss: 3.5525, grad_norm: 2.4205 2020-07-25 19:16:12,587 - mmaction - INFO - Epoch [71][600/3757] lr: 6.710e-02, eta: 2 days, 23:26:11, time: 0.667, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4891, loss_cls: 3.5573, loss: 3.5573, grad_norm: 2.3859 2020-07-25 19:16:24,857 - mmaction - INFO - Epoch [71][620/3757] lr: 6.710e-02, eta: 2 days, 23:25:58, time: 0.614, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4969, loss_cls: 3.5380, loss: 3.5380, grad_norm: 2.4890 2020-07-25 19:16:36,221 - mmaction - INFO - Epoch [71][640/3757] lr: 6.710e-02, eta: 2 days, 23:25:42, time: 0.568, data_time: 0.012, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5125, loss_cls: 3.4353, loss: 3.4353, grad_norm: 2.4882 2020-07-25 19:16:47,407 - mmaction - INFO - Epoch [71][660/3757] lr: 6.710e-02, eta: 2 days, 23:25:25, time: 0.560, data_time: 0.004, memory: 5232, top1_acc: 0.2461, top5_acc: 0.5070, loss_cls: 3.5309, loss: 3.5309, grad_norm: 2.5549 2020-07-25 19:17:00,502 - mmaction - INFO - Epoch [71][680/3757] lr: 6.710e-02, eta: 2 days, 23:25:15, time: 0.654, data_time: 0.003, memory: 5232, top1_acc: 0.2156, top5_acc: 0.4727, loss_cls: 3.6743, loss: 3.6743, grad_norm: 2.4792 2020-07-25 19:17:13,267 - mmaction - INFO - Epoch [71][700/3757] lr: 6.710e-02, eta: 2 days, 23:25:03, time: 0.638, data_time: 0.004, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4930, loss_cls: 3.5102, loss: 3.5102, grad_norm: 2.3916 2020-07-25 19:17:25,222 - mmaction - INFO - Epoch [71][720/3757] lr: 6.710e-02, eta: 2 days, 23:24:49, time: 0.598, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.5031, loss_cls: 3.5031, loss: 3.5031, grad_norm: 2.4824 2020-07-25 19:17:36,475 - mmaction - INFO - Epoch [71][740/3757] lr: 6.710e-02, eta: 2 days, 23:24:33, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.5188, loss_cls: 3.4269, loss: 3.4269, grad_norm: 2.4183 2020-07-25 19:17:48,714 - mmaction - INFO - Epoch [71][760/3757] lr: 6.710e-02, eta: 2 days, 23:24:20, time: 0.611, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.5078, loss_cls: 3.4598, loss: 3.4598, grad_norm: 2.4322 2020-07-25 19:18:00,289 - mmaction - INFO - Epoch [71][780/3757] lr: 6.710e-02, eta: 2 days, 23:24:05, time: 0.579, data_time: 0.021, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4813, loss_cls: 3.6007, loss: 3.6007, grad_norm: 2.4247 2020-07-25 19:18:12,999 - mmaction - INFO - Epoch [71][800/3757] lr: 6.710e-02, eta: 2 days, 23:23:53, time: 0.635, data_time: 0.002, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4727, loss_cls: 3.5521, loss: 3.5521, grad_norm: 2.4781 2020-07-25 19:18:26,310 - mmaction - INFO - Epoch [71][820/3757] lr: 6.710e-02, eta: 2 days, 23:23:43, time: 0.666, data_time: 0.113, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5164, loss_cls: 3.4299, loss: 3.4299, grad_norm: 2.4366 2020-07-25 19:18:37,602 - mmaction - INFO - Epoch [71][840/3757] lr: 6.710e-02, eta: 2 days, 23:23:27, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4984, loss_cls: 3.5624, loss: 3.5624, grad_norm: 2.5181 2020-07-25 19:18:52,636 - mmaction - INFO - Epoch [71][860/3757] lr: 6.710e-02, eta: 2 days, 23:23:22, time: 0.751, data_time: 0.008, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5250, loss_cls: 3.4276, loss: 3.4276, grad_norm: 2.4252 2020-07-25 19:19:05,353 - mmaction - INFO - Epoch [71][880/3757] lr: 6.710e-02, eta: 2 days, 23:23:11, time: 0.636, data_time: 0.052, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5070, loss_cls: 3.4524, loss: 3.4524, grad_norm: 2.4274 2020-07-25 19:19:16,616 - mmaction - INFO - Epoch [71][900/3757] lr: 6.710e-02, eta: 2 days, 23:22:55, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.4883, loss_cls: 3.6151, loss: 3.6151, grad_norm: 2.4482 2020-07-25 19:19:28,622 - mmaction - INFO - Epoch [71][920/3757] lr: 6.710e-02, eta: 2 days, 23:22:41, time: 0.601, data_time: 0.046, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5094, loss_cls: 3.4366, loss: 3.4366, grad_norm: 2.4100 2020-07-25 19:19:40,034 - mmaction - INFO - Epoch [71][940/3757] lr: 6.710e-02, eta: 2 days, 23:22:25, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.5000, loss_cls: 3.4465, loss: 3.4465, grad_norm: 2.4499 2020-07-25 19:19:52,343 - mmaction - INFO - Epoch [71][960/3757] lr: 6.710e-02, eta: 2 days, 23:22:12, time: 0.616, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4844, loss_cls: 3.5636, loss: 3.5636, grad_norm: 2.4336 2020-07-25 19:20:04,571 - mmaction - INFO - Epoch [71][980/3757] lr: 6.710e-02, eta: 2 days, 23:21:59, time: 0.612, data_time: 0.022, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5078, loss_cls: 3.4278, loss: 3.4278, grad_norm: 2.4230 2020-07-25 19:20:21,279 - mmaction - INFO - Epoch [71][1000/3757] lr: 6.710e-02, eta: 2 days, 23:22:00, time: 0.834, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5266, loss_cls: 3.3834, loss: 3.3834, grad_norm: 2.4401 2020-07-25 19:20:36,478 - mmaction - INFO - Epoch [71][1020/3757] lr: 6.710e-02, eta: 2 days, 23:21:56, time: 0.761, data_time: 0.004, memory: 5232, top1_acc: 0.2586, top5_acc: 0.5336, loss_cls: 3.4247, loss: 3.4247, grad_norm: 2.4965 2020-07-25 19:20:50,663 - mmaction - INFO - Epoch [71][1040/3757] lr: 6.710e-02, eta: 2 days, 23:21:49, time: 0.709, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4945, loss_cls: 3.5299, loss: 3.5299, grad_norm: 2.4666 2020-07-25 19:21:03,526 - mmaction - INFO - Epoch [71][1060/3757] lr: 6.710e-02, eta: 2 days, 23:21:37, time: 0.643, data_time: 0.009, memory: 5232, top1_acc: 0.2586, top5_acc: 0.5062, loss_cls: 3.4078, loss: 3.4078, grad_norm: 2.4705 2020-07-25 19:21:14,770 - mmaction - INFO - Epoch [71][1080/3757] lr: 6.710e-02, eta: 2 days, 23:21:21, time: 0.562, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.5039, loss_cls: 3.4636, loss: 3.4636, grad_norm: 2.4352 2020-07-25 19:21:25,996 - mmaction - INFO - Epoch [71][1100/3757] lr: 6.710e-02, eta: 2 days, 23:21:05, time: 0.561, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5250, loss_cls: 3.4505, loss: 3.4505, grad_norm: 2.4530 2020-07-25 19:21:37,258 - mmaction - INFO - Epoch [71][1120/3757] lr: 6.710e-02, eta: 2 days, 23:20:49, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5023, loss_cls: 3.4781, loss: 3.4781, grad_norm: 2.5219 2020-07-25 19:21:49,712 - mmaction - INFO - Epoch [71][1140/3757] lr: 6.710e-02, eta: 2 days, 23:20:36, time: 0.623, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4984, loss_cls: 3.5558, loss: 3.5558, grad_norm: 2.4872 2020-07-25 19:22:04,893 - mmaction - INFO - Epoch [71][1160/3757] lr: 6.710e-02, eta: 2 days, 23:20:32, time: 0.759, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.5094, loss_cls: 3.4808, loss: 3.4808, grad_norm: 2.5121 2020-07-25 19:22:16,149 - mmaction - INFO - Epoch [71][1180/3757] lr: 6.710e-02, eta: 2 days, 23:20:16, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.5023, loss_cls: 3.5135, loss: 3.5135, grad_norm: 2.4470 2020-07-25 19:22:29,438 - mmaction - INFO - Epoch [71][1200/3757] lr: 6.710e-02, eta: 2 days, 23:20:06, time: 0.664, data_time: 0.094, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5281, loss_cls: 3.4406, loss: 3.4406, grad_norm: 2.4078 2020-07-25 19:22:43,304 - mmaction - INFO - Epoch [71][1220/3757] lr: 6.710e-02, eta: 2 days, 23:19:58, time: 0.693, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4914, loss_cls: 3.4669, loss: 3.4669, grad_norm: 2.4602 2020-07-25 19:23:03,988 - mmaction - INFO - Epoch [71][1240/3757] lr: 6.710e-02, eta: 2 days, 23:20:11, time: 1.034, data_time: 0.179, memory: 5232, top1_acc: 0.2609, top5_acc: 0.4914, loss_cls: 3.5058, loss: 3.5058, grad_norm: 2.4258 2020-07-25 19:23:24,759 - mmaction - INFO - Epoch [71][1260/3757] lr: 6.710e-02, eta: 2 days, 23:20:24, time: 1.038, data_time: 0.004, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5133, loss_cls: 3.4550, loss: 3.4550, grad_norm: 2.4135 2020-07-25 19:23:46,719 - mmaction - INFO - Epoch [71][1280/3757] lr: 6.710e-02, eta: 2 days, 23:20:41, time: 1.098, data_time: 0.152, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4898, loss_cls: 3.5371, loss: 3.5371, grad_norm: 2.4564 2020-07-25 19:23:59,019 - mmaction - INFO - Epoch [71][1300/3757] lr: 6.710e-02, eta: 2 days, 23:20:28, time: 0.615, data_time: 0.067, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5227, loss_cls: 3.3726, loss: 3.3726, grad_norm: 2.3715 2020-07-25 19:24:18,222 - mmaction - INFO - Epoch [71][1320/3757] lr: 6.710e-02, eta: 2 days, 23:20:37, time: 0.960, data_time: 0.101, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4828, loss_cls: 3.5676, loss: 3.5676, grad_norm: 2.4857 2020-07-25 19:24:39,542 - mmaction - INFO - Epoch [71][1340/3757] lr: 6.710e-02, eta: 2 days, 23:20:52, time: 1.066, data_time: 0.003, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5180, loss_cls: 3.4507, loss: 3.4507, grad_norm: 2.4161 2020-07-25 19:24:53,381 - mmaction - INFO - Epoch [71][1360/3757] lr: 6.710e-02, eta: 2 days, 23:20:43, time: 0.692, data_time: 0.002, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4883, loss_cls: 3.5104, loss: 3.5104, grad_norm: 2.4695 2020-07-25 19:25:08,270 - mmaction - INFO - Epoch [71][1380/3757] lr: 6.710e-02, eta: 2 days, 23:20:38, time: 0.745, data_time: 0.107, memory: 5232, top1_acc: 0.2641, top5_acc: 0.4984, loss_cls: 3.4857, loss: 3.4857, grad_norm: 2.4265 2020-07-25 19:25:21,312 - mmaction - INFO - Epoch [71][1400/3757] lr: 6.710e-02, eta: 2 days, 23:20:28, time: 0.652, data_time: 0.104, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4500, loss_cls: 3.6223, loss: 3.6223, grad_norm: 2.4609 2020-07-25 19:25:38,372 - mmaction - INFO - Epoch [71][1420/3757] lr: 6.710e-02, eta: 2 days, 23:20:29, time: 0.853, data_time: 0.185, memory: 5232, top1_acc: 0.2477, top5_acc: 0.5023, loss_cls: 3.5407, loss: 3.5407, grad_norm: 2.4329 2020-07-25 19:25:57,009 - mmaction - INFO - Epoch [71][1440/3757] lr: 6.710e-02, eta: 2 days, 23:20:36, time: 0.932, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4875, loss_cls: 3.5742, loss: 3.5742, grad_norm: 2.4063 2020-07-25 19:26:15,229 - mmaction - INFO - Epoch [71][1460/3757] lr: 6.710e-02, eta: 2 days, 23:20:41, time: 0.911, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.5047, loss_cls: 3.4588, loss: 3.4588, grad_norm: 2.4096 2020-07-25 19:26:38,494 - mmaction - INFO - Epoch [71][1480/3757] lr: 6.710e-02, eta: 2 days, 23:21:02, time: 1.164, data_time: 0.314, memory: 5232, top1_acc: 0.2633, top5_acc: 0.5328, loss_cls: 3.4119, loss: 3.4119, grad_norm: 2.4688 2020-07-25 19:27:03,308 - mmaction - INFO - Epoch [71][1500/3757] lr: 6.710e-02, eta: 2 days, 23:21:28, time: 1.241, data_time: 0.017, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4930, loss_cls: 3.5223, loss: 3.5223, grad_norm: 2.4485 2020-07-25 19:27:28,712 - mmaction - INFO - Epoch [71][1520/3757] lr: 6.710e-02, eta: 2 days, 23:21:56, time: 1.270, data_time: 0.005, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4906, loss_cls: 3.5231, loss: 3.5231, grad_norm: 2.4234 2020-07-25 19:27:54,823 - mmaction - INFO - Epoch [71][1540/3757] lr: 6.710e-02, eta: 2 days, 23:22:25, time: 1.305, data_time: 0.318, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4641, loss_cls: 3.6677, loss: 3.6677, grad_norm: 2.4170 2020-07-25 19:28:32,674 - mmaction - INFO - Epoch [71][1560/3757] lr: 6.710e-02, eta: 2 days, 23:23:31, time: 1.893, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.5031, loss_cls: 3.5277, loss: 3.5277, grad_norm: 2.3524 2020-07-25 19:29:01,493 - mmaction - INFO - Epoch [71][1580/3757] lr: 6.710e-02, eta: 2 days, 23:24:09, time: 1.441, data_time: 0.617, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5164, loss_cls: 3.4042, loss: 3.4042, grad_norm: 2.3666 2020-07-25 19:29:49,473 - mmaction - INFO - Epoch [71][1600/3757] lr: 6.710e-02, eta: 2 days, 23:25:47, time: 2.399, data_time: 0.517, memory: 5232, top1_acc: 0.2586, top5_acc: 0.4938, loss_cls: 3.4946, loss: 3.4946, grad_norm: 2.4242 2020-07-25 19:30:18,919 - mmaction - INFO - Epoch [71][1620/3757] lr: 6.710e-02, eta: 2 days, 23:26:27, time: 1.472, data_time: 0.213, memory: 5232, top1_acc: 0.2570, top5_acc: 0.5094, loss_cls: 3.4396, loss: 3.4396, grad_norm: 2.4610 2020-07-25 19:30:48,550 - mmaction - INFO - Epoch [71][1640/3757] lr: 6.710e-02, eta: 2 days, 23:27:07, time: 1.482, data_time: 0.110, memory: 5232, top1_acc: 0.2578, top5_acc: 0.5125, loss_cls: 3.5153, loss: 3.5153, grad_norm: 2.4884 2020-07-25 19:31:19,058 - mmaction - INFO - Epoch [71][1660/3757] lr: 6.710e-02, eta: 2 days, 23:27:50, time: 1.526, data_time: 0.543, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5039, loss_cls: 3.4740, loss: 3.4740, grad_norm: 2.4485 2020-07-25 19:31:47,330 - mmaction - INFO - Epoch [71][1680/3757] lr: 6.710e-02, eta: 2 days, 23:28:26, time: 1.413, data_time: 0.183, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4945, loss_cls: 3.5581, loss: 3.5581, grad_norm: 2.4740 2020-07-25 19:32:10,634 - mmaction - INFO - Epoch [71][1700/3757] lr: 6.710e-02, eta: 2 days, 23:28:47, time: 1.165, data_time: 0.330, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5219, loss_cls: 3.4298, loss: 3.4298, grad_norm: 2.4435 2020-07-25 19:32:40,334 - mmaction - INFO - Epoch [71][1720/3757] lr: 6.710e-02, eta: 2 days, 23:29:28, time: 1.485, data_time: 0.228, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5016, loss_cls: 3.4894, loss: 3.4894, grad_norm: 2.4437 2020-07-25 19:33:12,235 - mmaction - INFO - Epoch [71][1740/3757] lr: 6.710e-02, eta: 2 days, 23:30:15, time: 1.595, data_time: 0.659, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4852, loss_cls: 3.5950, loss: 3.5950, grad_norm: 2.4611 2020-07-25 19:33:45,657 - mmaction - INFO - Epoch [71][1760/3757] lr: 6.710e-02, eta: 2 days, 23:31:07, time: 1.671, data_time: 0.002, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4898, loss_cls: 3.5610, loss: 3.5610, grad_norm: 2.5008 2020-07-25 19:34:17,273 - mmaction - INFO - Epoch [71][1780/3757] lr: 6.710e-02, eta: 2 days, 23:31:54, time: 1.581, data_time: 0.215, memory: 5232, top1_acc: 0.2609, top5_acc: 0.4969, loss_cls: 3.4631, loss: 3.4631, grad_norm: 2.4700 2020-07-25 19:34:36,985 - mmaction - INFO - Epoch [71][1800/3757] lr: 6.710e-02, eta: 2 days, 23:32:04, time: 0.985, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.5000, loss_cls: 3.5082, loss: 3.5082, grad_norm: 2.4800 2020-07-25 19:34:57,601 - mmaction - INFO - Epoch [71][1820/3757] lr: 6.710e-02, eta: 2 days, 23:32:16, time: 1.031, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4922, loss_cls: 3.5285, loss: 3.5285, grad_norm: 2.5141 2020-07-25 19:35:18,401 - mmaction - INFO - Epoch [71][1840/3757] lr: 6.710e-02, eta: 2 days, 23:32:29, time: 1.040, data_time: 0.292, memory: 5232, top1_acc: 0.2617, top5_acc: 0.4938, loss_cls: 3.5379, loss: 3.5379, grad_norm: 2.4345 2020-07-25 19:35:43,125 - mmaction - INFO - Epoch [71][1860/3757] lr: 6.710e-02, eta: 2 days, 23:32:54, time: 1.236, data_time: 0.045, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5086, loss_cls: 3.4680, loss: 3.4680, grad_norm: 2.4829 2020-07-25 19:36:01,824 - mmaction - INFO - Epoch [71][1880/3757] lr: 6.710e-02, eta: 2 days, 23:33:01, time: 0.935, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5062, loss_cls: 3.5310, loss: 3.5310, grad_norm: 2.5406 2020-07-25 19:36:17,107 - mmaction - INFO - Epoch [71][1900/3757] lr: 6.710e-02, eta: 2 days, 23:32:57, time: 0.765, data_time: 0.036, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4875, loss_cls: 3.5794, loss: 3.5794, grad_norm: 2.4531 2020-07-25 19:36:45,034 - mmaction - INFO - Epoch [71][1920/3757] lr: 6.710e-02, eta: 2 days, 23:33:32, time: 1.396, data_time: 0.132, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4922, loss_cls: 3.5433, loss: 3.5433, grad_norm: 2.5001 2020-07-25 19:37:02,506 - mmaction - INFO - Epoch [71][1940/3757] lr: 6.710e-02, eta: 2 days, 23:33:34, time: 0.874, data_time: 0.002, memory: 5232, top1_acc: 0.2266, top5_acc: 0.4594, loss_cls: 3.6806, loss: 3.6806, grad_norm: 2.5053 2020-07-25 19:37:19,183 - mmaction - INFO - Epoch [71][1960/3757] lr: 6.710e-02, eta: 2 days, 23:33:35, time: 0.834, data_time: 0.004, memory: 5232, top1_acc: 0.2609, top5_acc: 0.4813, loss_cls: 3.5462, loss: 3.5462, grad_norm: 2.3949 2020-07-25 19:37:36,635 - mmaction - INFO - Epoch [71][1980/3757] lr: 6.710e-02, eta: 2 days, 23:33:37, time: 0.873, data_time: 0.044, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4750, loss_cls: 3.5628, loss: 3.5628, grad_norm: 2.4165 2020-07-25 19:37:47,866 - mmaction - INFO - Epoch [71][2000/3757] lr: 6.710e-02, eta: 2 days, 23:33:21, time: 0.561, data_time: 0.002, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4992, loss_cls: 3.4758, loss: 3.4758, grad_norm: 2.4703 2020-07-25 19:38:01,886 - mmaction - INFO - Epoch [71][2020/3757] lr: 6.710e-02, eta: 2 days, 23:33:13, time: 0.701, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4867, loss_cls: 3.4820, loss: 3.4820, grad_norm: 2.4535 2020-07-25 19:38:25,412 - mmaction - INFO - Epoch [71][2040/3757] lr: 6.710e-02, eta: 2 days, 23:33:34, time: 1.176, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.4844, loss_cls: 3.5669, loss: 3.5669, grad_norm: 2.4576 2020-07-25 19:38:40,578 - mmaction - INFO - Epoch [71][2060/3757] lr: 6.710e-02, eta: 2 days, 23:33:30, time: 0.758, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4852, loss_cls: 3.4795, loss: 3.4795, grad_norm: 2.3911 2020-07-25 19:38:51,817 - mmaction - INFO - Epoch [71][2080/3757] lr: 6.710e-02, eta: 2 days, 23:33:13, time: 0.562, data_time: 0.002, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5047, loss_cls: 3.4514, loss: 3.4514, grad_norm: 2.4188 2020-07-25 19:39:03,160 - mmaction - INFO - Epoch [71][2100/3757] lr: 6.710e-02, eta: 2 days, 23:32:57, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4820, loss_cls: 3.6115, loss: 3.6115, grad_norm: 2.4343 2020-07-25 19:39:14,616 - mmaction - INFO - Epoch [71][2120/3757] lr: 6.710e-02, eta: 2 days, 23:32:41, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4813, loss_cls: 3.6160, loss: 3.6160, grad_norm: 2.4191 2020-07-25 19:39:26,102 - mmaction - INFO - Epoch [71][2140/3757] lr: 6.710e-02, eta: 2 days, 23:32:26, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5094, loss_cls: 3.4044, loss: 3.4044, grad_norm: 2.4546 2020-07-25 19:39:37,544 - mmaction - INFO - Epoch [71][2160/3757] lr: 6.710e-02, eta: 2 days, 23:32:10, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.5000, loss_cls: 3.5351, loss: 3.5351, grad_norm: 2.5918 2020-07-25 19:39:49,069 - mmaction - INFO - Epoch [71][2180/3757] lr: 6.710e-02, eta: 2 days, 23:31:54, time: 0.576, data_time: 0.006, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5219, loss_cls: 3.4066, loss: 3.4066, grad_norm: 2.4670 2020-07-25 19:40:00,488 - mmaction - INFO - Epoch [71][2200/3757] lr: 6.710e-02, eta: 2 days, 23:31:38, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4734, loss_cls: 3.5476, loss: 3.5476, grad_norm: 2.5184 2020-07-25 19:40:11,878 - mmaction - INFO - Epoch [71][2220/3757] lr: 6.710e-02, eta: 2 days, 23:31:22, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4898, loss_cls: 3.4826, loss: 3.4826, grad_norm: 2.3736 2020-07-25 19:40:23,376 - mmaction - INFO - Epoch [71][2240/3757] lr: 6.710e-02, eta: 2 days, 23:31:06, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5000, loss_cls: 3.4999, loss: 3.4999, grad_norm: 2.4261 2020-07-25 19:40:34,785 - mmaction - INFO - Epoch [71][2260/3757] lr: 6.710e-02, eta: 2 days, 23:30:50, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2641, top5_acc: 0.5219, loss_cls: 3.4516, loss: 3.4516, grad_norm: 2.4431 2020-07-25 19:40:46,302 - mmaction - INFO - Epoch [71][2280/3757] lr: 6.710e-02, eta: 2 days, 23:30:35, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5102, loss_cls: 3.4722, loss: 3.4722, grad_norm: 2.4342 2020-07-25 19:40:57,713 - mmaction - INFO - Epoch [71][2300/3757] lr: 6.710e-02, eta: 2 days, 23:30:19, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.4953, loss_cls: 3.5379, loss: 3.5379, grad_norm: 2.4492 2020-07-25 19:41:09,049 - mmaction - INFO - Epoch [71][2320/3757] lr: 6.710e-02, eta: 2 days, 23:30:03, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4820, loss_cls: 3.5487, loss: 3.5487, grad_norm: 2.4781 2020-07-25 19:41:20,445 - mmaction - INFO - Epoch [71][2340/3757] lr: 6.710e-02, eta: 2 days, 23:29:47, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.5094, loss_cls: 3.5140, loss: 3.5140, grad_norm: 2.4075 2020-07-25 19:41:31,824 - mmaction - INFO - Epoch [71][2360/3757] lr: 6.710e-02, eta: 2 days, 23:29:31, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5320, loss_cls: 3.3930, loss: 3.3930, grad_norm: 2.3885 2020-07-25 19:41:43,273 - mmaction - INFO - Epoch [71][2380/3757] lr: 6.710e-02, eta: 2 days, 23:29:15, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4703, loss_cls: 3.5854, loss: 3.5854, grad_norm: 2.4967 2020-07-25 19:41:54,714 - mmaction - INFO - Epoch [71][2400/3757] lr: 6.710e-02, eta: 2 days, 23:28:59, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4938, loss_cls: 3.5120, loss: 3.5120, grad_norm: 2.4297 2020-07-25 19:42:06,108 - mmaction - INFO - Epoch [71][2420/3757] lr: 6.710e-02, eta: 2 days, 23:28:43, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.5031, loss_cls: 3.5098, loss: 3.5098, grad_norm: 2.4482 2020-07-25 19:42:17,577 - mmaction - INFO - Epoch [71][2440/3757] lr: 6.710e-02, eta: 2 days, 23:28:27, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4813, loss_cls: 3.6275, loss: 3.6275, grad_norm: 2.4789 2020-07-25 19:42:29,085 - mmaction - INFO - Epoch [71][2460/3757] lr: 6.710e-02, eta: 2 days, 23:28:11, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.5227, loss_cls: 3.4175, loss: 3.4175, grad_norm: 2.4216 2020-07-25 19:42:40,510 - mmaction - INFO - Epoch [71][2480/3757] lr: 6.710e-02, eta: 2 days, 23:27:56, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4984, loss_cls: 3.5164, loss: 3.5164, grad_norm: 2.5050 2020-07-25 19:42:51,900 - mmaction - INFO - Epoch [71][2500/3757] lr: 6.710e-02, eta: 2 days, 23:27:40, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5000, loss_cls: 3.4719, loss: 3.4719, grad_norm: 2.3988 2020-07-25 19:43:03,299 - mmaction - INFO - Epoch [71][2520/3757] lr: 6.710e-02, eta: 2 days, 23:27:24, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4969, loss_cls: 3.5063, loss: 3.5063, grad_norm: 2.4234 2020-07-25 19:43:14,837 - mmaction - INFO - Epoch [71][2540/3757] lr: 6.710e-02, eta: 2 days, 23:27:08, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.4984, loss_cls: 3.4771, loss: 3.4771, grad_norm: 2.3476 2020-07-25 19:43:26,219 - mmaction - INFO - Epoch [71][2560/3757] lr: 6.710e-02, eta: 2 days, 23:26:52, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2641, top5_acc: 0.5188, loss_cls: 3.4578, loss: 3.4578, grad_norm: 2.4625 2020-07-25 19:43:37,705 - mmaction - INFO - Epoch [71][2580/3757] lr: 6.710e-02, eta: 2 days, 23:26:36, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5164, loss_cls: 3.3409, loss: 3.3409, grad_norm: 2.4285 2020-07-25 19:43:49,034 - mmaction - INFO - Epoch [71][2600/3757] lr: 6.710e-02, eta: 2 days, 23:26:20, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4766, loss_cls: 3.5981, loss: 3.5981, grad_norm: 2.4662 2020-07-25 19:44:00,416 - mmaction - INFO - Epoch [71][2620/3757] lr: 6.710e-02, eta: 2 days, 23:26:04, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.5000, loss_cls: 3.4587, loss: 3.4587, grad_norm: 2.3888 2020-07-25 19:44:11,868 - mmaction - INFO - Epoch [71][2640/3757] lr: 6.710e-02, eta: 2 days, 23:25:48, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4703, loss_cls: 3.5982, loss: 3.5982, grad_norm: 2.4663 2020-07-25 19:44:23,299 - mmaction - INFO - Epoch [71][2660/3757] lr: 6.710e-02, eta: 2 days, 23:25:32, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5188, loss_cls: 3.4628, loss: 3.4628, grad_norm: 2.4190 2020-07-25 19:44:34,764 - mmaction - INFO - Epoch [71][2680/3757] lr: 6.710e-02, eta: 2 days, 23:25:17, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.4992, loss_cls: 3.4435, loss: 3.4435, grad_norm: 2.3986 2020-07-25 19:44:46,287 - mmaction - INFO - Epoch [71][2700/3757] lr: 6.710e-02, eta: 2 days, 23:25:01, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.5141, loss_cls: 3.4839, loss: 3.4839, grad_norm: 2.5626 2020-07-25 19:44:57,732 - mmaction - INFO - Epoch [71][2720/3757] lr: 6.710e-02, eta: 2 days, 23:24:45, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5000, loss_cls: 3.4734, loss: 3.4734, grad_norm: 2.4544 2020-07-25 19:45:09,103 - mmaction - INFO - Epoch [71][2740/3757] lr: 6.710e-02, eta: 2 days, 23:24:29, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.5102, loss_cls: 3.4623, loss: 3.4623, grad_norm: 2.4599 2020-07-25 19:45:20,565 - mmaction - INFO - Epoch [71][2760/3757] lr: 6.710e-02, eta: 2 days, 23:24:13, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4750, loss_cls: 3.5795, loss: 3.5795, grad_norm: 2.5551 2020-07-25 19:45:31,972 - mmaction - INFO - Epoch [71][2780/3757] lr: 6.710e-02, eta: 2 days, 23:23:57, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.4969, loss_cls: 3.5280, loss: 3.5280, grad_norm: 2.4056 2020-07-25 19:45:43,444 - mmaction - INFO - Epoch [71][2800/3757] lr: 6.710e-02, eta: 2 days, 23:23:42, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4813, loss_cls: 3.5055, loss: 3.5055, grad_norm: 2.4111 2020-07-25 19:45:54,932 - mmaction - INFO - Epoch [71][2820/3757] lr: 6.710e-02, eta: 2 days, 23:23:26, time: 0.575, data_time: 0.010, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4844, loss_cls: 3.5645, loss: 3.5645, grad_norm: 2.4820 2020-07-25 19:46:06,378 - mmaction - INFO - Epoch [71][2840/3757] lr: 6.710e-02, eta: 2 days, 23:23:10, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4805, loss_cls: 3.5743, loss: 3.5743, grad_norm: 2.5064 2020-07-25 19:46:17,727 - mmaction - INFO - Epoch [71][2860/3757] lr: 6.710e-02, eta: 2 days, 23:22:54, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.4883, loss_cls: 3.5218, loss: 3.5218, grad_norm: 2.4383 2020-07-25 19:46:29,210 - mmaction - INFO - Epoch [71][2880/3757] lr: 6.710e-02, eta: 2 days, 23:22:38, time: 0.574, data_time: 0.013, memory: 5232, top1_acc: 0.2500, top5_acc: 0.5023, loss_cls: 3.4609, loss: 3.4609, grad_norm: 2.4763 2020-07-25 19:46:40,667 - mmaction - INFO - Epoch [71][2900/3757] lr: 6.710e-02, eta: 2 days, 23:22:23, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5328, loss_cls: 3.4265, loss: 3.4265, grad_norm: 2.4522 2020-07-25 19:46:52,029 - mmaction - INFO - Epoch [71][2920/3757] lr: 6.710e-02, eta: 2 days, 23:22:07, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4836, loss_cls: 3.5729, loss: 3.5729, grad_norm: 2.5032 2020-07-25 19:47:03,468 - mmaction - INFO - Epoch [71][2940/3757] lr: 6.710e-02, eta: 2 days, 23:21:51, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5070, loss_cls: 3.4976, loss: 3.4976, grad_norm: 2.4402 2020-07-25 19:47:14,868 - mmaction - INFO - Epoch [71][2960/3757] lr: 6.710e-02, eta: 2 days, 23:21:35, time: 0.570, data_time: 0.011, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4992, loss_cls: 3.4671, loss: 3.4671, grad_norm: 2.4936 2020-07-25 19:47:26,306 - mmaction - INFO - Epoch [71][2980/3757] lr: 6.710e-02, eta: 2 days, 23:21:19, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4781, loss_cls: 3.6050, loss: 3.6050, grad_norm: 2.4836 2020-07-25 19:47:37,815 - mmaction - INFO - Epoch [71][3000/3757] lr: 6.710e-02, eta: 2 days, 23:21:03, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.4922, loss_cls: 3.5035, loss: 3.5035, grad_norm: 2.4302 2020-07-25 19:47:49,259 - mmaction - INFO - Epoch [71][3020/3757] lr: 6.710e-02, eta: 2 days, 23:20:48, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5148, loss_cls: 3.5065, loss: 3.5065, grad_norm: 2.4764 2020-07-25 19:48:00,785 - mmaction - INFO - Epoch [71][3040/3757] lr: 6.710e-02, eta: 2 days, 23:20:32, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.5125, loss_cls: 3.4722, loss: 3.4722, grad_norm: 2.4671 2020-07-25 19:48:12,257 - mmaction - INFO - Epoch [71][3060/3757] lr: 6.710e-02, eta: 2 days, 23:20:16, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4938, loss_cls: 3.5139, loss: 3.5139, grad_norm: 2.4398 2020-07-25 19:48:23,690 - mmaction - INFO - Epoch [71][3080/3757] lr: 6.710e-02, eta: 2 days, 23:20:00, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4688, loss_cls: 3.6346, loss: 3.6346, grad_norm: 2.4991 2020-07-25 19:48:35,403 - mmaction - INFO - Epoch [71][3100/3757] lr: 6.710e-02, eta: 2 days, 23:19:45, time: 0.586, data_time: 0.022, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5195, loss_cls: 3.3447, loss: 3.3447, grad_norm: 2.4204 2020-07-25 19:48:46,851 - mmaction - INFO - Epoch [71][3120/3757] lr: 6.710e-02, eta: 2 days, 23:19:30, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2141, top5_acc: 0.4602, loss_cls: 3.6902, loss: 3.6902, grad_norm: 2.4351 2020-07-25 19:48:58,279 - mmaction - INFO - Epoch [71][3140/3757] lr: 6.710e-02, eta: 2 days, 23:19:14, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5086, loss_cls: 3.4750, loss: 3.4750, grad_norm: 2.4124 2020-07-25 19:49:09,712 - mmaction - INFO - Epoch [71][3160/3757] lr: 6.710e-02, eta: 2 days, 23:18:58, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2297, top5_acc: 0.4648, loss_cls: 3.6256, loss: 3.6256, grad_norm: 2.4996 2020-07-25 19:49:21,101 - mmaction - INFO - Epoch [71][3180/3757] lr: 6.710e-02, eta: 2 days, 23:18:42, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.4922, loss_cls: 3.4801, loss: 3.4801, grad_norm: 2.4579 2020-07-25 19:49:32,543 - mmaction - INFO - Epoch [71][3200/3757] lr: 6.710e-02, eta: 2 days, 23:18:26, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4805, loss_cls: 3.5887, loss: 3.5887, grad_norm: 2.4769 2020-07-25 19:49:44,098 - mmaction - INFO - Epoch [71][3220/3757] lr: 6.710e-02, eta: 2 days, 23:18:11, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5039, loss_cls: 3.5158, loss: 3.5158, grad_norm: 2.3081 2020-07-25 19:49:55,578 - mmaction - INFO - Epoch [71][3240/3757] lr: 6.710e-02, eta: 2 days, 23:17:55, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4789, loss_cls: 3.6144, loss: 3.6144, grad_norm: 2.3723 2020-07-25 19:50:06,936 - mmaction - INFO - Epoch [71][3260/3757] lr: 6.710e-02, eta: 2 days, 23:17:39, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2875, top5_acc: 0.4938, loss_cls: 3.4871, loss: 3.4871, grad_norm: 2.4250 2020-07-25 19:50:18,426 - mmaction - INFO - Epoch [71][3280/3757] lr: 6.710e-02, eta: 2 days, 23:17:23, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.4914, loss_cls: 3.5441, loss: 3.5441, grad_norm: 2.4897 2020-07-25 19:50:29,769 - mmaction - INFO - Epoch [71][3300/3757] lr: 6.710e-02, eta: 2 days, 23:17:07, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.5055, loss_cls: 3.5188, loss: 3.5188, grad_norm: 2.4339 2020-07-25 19:50:41,201 - mmaction - INFO - Epoch [71][3320/3757] lr: 6.710e-02, eta: 2 days, 23:16:51, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5156, loss_cls: 3.4432, loss: 3.4432, grad_norm: 2.4269 2020-07-25 19:50:52,630 - mmaction - INFO - Epoch [71][3340/3757] lr: 6.710e-02, eta: 2 days, 23:16:36, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4930, loss_cls: 3.5389, loss: 3.5389, grad_norm: 2.4309 2020-07-25 19:51:04,028 - mmaction - INFO - Epoch [71][3360/3757] lr: 6.710e-02, eta: 2 days, 23:16:20, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4813, loss_cls: 3.6413, loss: 3.6413, grad_norm: 2.4231 2020-07-25 19:51:15,455 - mmaction - INFO - Epoch [71][3380/3757] lr: 6.710e-02, eta: 2 days, 23:16:04, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4953, loss_cls: 3.4902, loss: 3.4902, grad_norm: 2.3301 2020-07-25 19:51:26,826 - mmaction - INFO - Epoch [71][3400/3757] lr: 6.710e-02, eta: 2 days, 23:15:48, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4664, loss_cls: 3.6210, loss: 3.6210, grad_norm: 2.4314 2020-07-25 19:51:38,255 - mmaction - INFO - Epoch [71][3420/3757] lr: 6.710e-02, eta: 2 days, 23:15:32, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4633, loss_cls: 3.6617, loss: 3.6617, grad_norm: 2.4033 2020-07-25 19:51:49,738 - mmaction - INFO - Epoch [71][3440/3757] lr: 6.710e-02, eta: 2 days, 23:15:16, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5109, loss_cls: 3.5123, loss: 3.5123, grad_norm: 2.3648 2020-07-25 19:52:01,183 - mmaction - INFO - Epoch [71][3460/3757] lr: 6.710e-02, eta: 2 days, 23:15:01, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4859, loss_cls: 3.5203, loss: 3.5203, grad_norm: 2.4717 2020-07-25 19:52:12,634 - mmaction - INFO - Epoch [71][3480/3757] lr: 6.710e-02, eta: 2 days, 23:14:45, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.5008, loss_cls: 3.4863, loss: 3.4863, grad_norm: 2.4226 2020-07-25 19:52:24,054 - mmaction - INFO - Epoch [71][3500/3757] lr: 6.710e-02, eta: 2 days, 23:14:29, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5039, loss_cls: 3.4404, loss: 3.4404, grad_norm: 2.4569 2020-07-25 19:52:35,431 - mmaction - INFO - Epoch [71][3520/3757] lr: 6.710e-02, eta: 2 days, 23:14:13, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2219, top5_acc: 0.4883, loss_cls: 3.6002, loss: 3.6002, grad_norm: 2.4082 2020-07-25 19:52:46,889 - mmaction - INFO - Epoch [71][3540/3757] lr: 6.710e-02, eta: 2 days, 23:13:57, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4820, loss_cls: 3.6102, loss: 3.6102, grad_norm: 2.4062 2020-07-25 19:52:58,278 - mmaction - INFO - Epoch [71][3560/3757] lr: 6.710e-02, eta: 2 days, 23:13:41, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2641, top5_acc: 0.4969, loss_cls: 3.4920, loss: 3.4920, grad_norm: 2.3908 2020-07-25 19:53:09,726 - mmaction - INFO - Epoch [71][3580/3757] lr: 6.710e-02, eta: 2 days, 23:13:26, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4938, loss_cls: 3.5596, loss: 3.5596, grad_norm: 2.4913 2020-07-25 19:53:21,281 - mmaction - INFO - Epoch [71][3600/3757] lr: 6.710e-02, eta: 2 days, 23:13:10, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.4914, loss_cls: 3.5002, loss: 3.5002, grad_norm: 2.4136 2020-07-25 19:53:32,615 - mmaction - INFO - Epoch [71][3620/3757] lr: 6.710e-02, eta: 2 days, 23:12:54, time: 0.567, data_time: 0.001, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4867, loss_cls: 3.5429, loss: 3.5429, grad_norm: 2.3855 2020-07-25 19:53:44,030 - mmaction - INFO - Epoch [71][3640/3757] lr: 6.710e-02, eta: 2 days, 23:12:38, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5102, loss_cls: 3.4868, loss: 3.4868, grad_norm: 2.4398 2020-07-25 19:53:55,526 - mmaction - INFO - Epoch [71][3660/3757] lr: 6.710e-02, eta: 2 days, 23:12:22, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5016, loss_cls: 3.4673, loss: 3.4673, grad_norm: 2.4305 2020-07-25 19:54:06,896 - mmaction - INFO - Epoch [71][3680/3757] lr: 6.710e-02, eta: 2 days, 23:12:07, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5094, loss_cls: 3.4390, loss: 3.4390, grad_norm: 2.5045 2020-07-25 19:54:18,235 - mmaction - INFO - Epoch [71][3700/3757] lr: 6.710e-02, eta: 2 days, 23:11:50, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4867, loss_cls: 3.6090, loss: 3.6090, grad_norm: 2.4734 2020-07-25 19:54:29,521 - mmaction - INFO - Epoch [71][3720/3757] lr: 6.710e-02, eta: 2 days, 23:11:34, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4883, loss_cls: 3.5058, loss: 3.5058, grad_norm: 2.3888 2020-07-25 19:54:40,963 - mmaction - INFO - Epoch [71][3740/3757] lr: 6.710e-02, eta: 2 days, 23:11:18, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5062, loss_cls: 3.4141, loss: 3.4141, grad_norm: 2.4157 2020-07-25 19:58:17,651 - mmaction - INFO - Epoch [72][20/3757] lr: 6.628e-02, eta: 2 days, 23:19:56, time: 10.088, data_time: 9.408, memory: 5232, top1_acc: 0.2555, top5_acc: 0.5094, loss_cls: 3.4652, loss: 3.4652, grad_norm: 2.4613 2020-07-25 19:58:30,967 - mmaction - INFO - Epoch [72][40/3757] lr: 6.628e-02, eta: 2 days, 23:19:46, time: 0.666, data_time: 0.051, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5328, loss_cls: 3.3342, loss: 3.3342, grad_norm: 2.4222 2020-07-25 19:58:42,355 - mmaction - INFO - Epoch [72][60/3757] lr: 6.628e-02, eta: 2 days, 23:19:30, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4703, loss_cls: 3.5887, loss: 3.5887, grad_norm: 2.4756 2020-07-25 19:58:53,635 - mmaction - INFO - Epoch [72][80/3757] lr: 6.628e-02, eta: 2 days, 23:19:13, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5148, loss_cls: 3.4129, loss: 3.4129, grad_norm: 2.3256 2020-07-25 19:59:06,100 - mmaction - INFO - Epoch [72][100/3757] lr: 6.628e-02, eta: 2 days, 23:19:01, time: 0.623, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4867, loss_cls: 3.6251, loss: 3.6251, grad_norm: 2.5368 2020-07-25 19:59:17,499 - mmaction - INFO - Epoch [72][120/3757] lr: 6.628e-02, eta: 2 days, 23:18:45, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4688, loss_cls: 3.5636, loss: 3.5636, grad_norm: 2.3987 2020-07-25 19:59:28,817 - mmaction - INFO - Epoch [72][140/3757] lr: 6.628e-02, eta: 2 days, 23:18:28, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4938, loss_cls: 3.4695, loss: 3.4695, grad_norm: 2.4419 2020-07-25 19:59:40,158 - mmaction - INFO - Epoch [72][160/3757] lr: 6.628e-02, eta: 2 days, 23:18:12, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2641, top5_acc: 0.5008, loss_cls: 3.5057, loss: 3.5057, grad_norm: 2.3735 2020-07-25 19:59:51,478 - mmaction - INFO - Epoch [72][180/3757] lr: 6.628e-02, eta: 2 days, 23:17:56, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5000, loss_cls: 3.5183, loss: 3.5183, grad_norm: 2.3882 2020-07-25 20:00:05,970 - mmaction - INFO - Epoch [72][200/3757] lr: 6.628e-02, eta: 2 days, 23:17:46, time: 0.669, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.5156, loss_cls: 3.4847, loss: 3.4847, grad_norm: 2.4710 2020-07-25 20:00:20,598 - mmaction - INFO - Epoch [72][220/3757] lr: 6.628e-02, eta: 2 days, 23:17:43, time: 0.787, data_time: 0.067, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4844, loss_cls: 3.5957, loss: 3.5957, grad_norm: 2.4835 2020-07-25 20:00:32,071 - mmaction - INFO - Epoch [72][240/3757] lr: 6.628e-02, eta: 2 days, 23:17:27, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.5031, loss_cls: 3.4987, loss: 3.4987, grad_norm: 2.4738 2020-07-25 20:00:43,658 - mmaction - INFO - Epoch [72][260/3757] lr: 6.628e-02, eta: 2 days, 23:17:12, time: 0.579, data_time: 0.017, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4867, loss_cls: 3.5523, loss: 3.5523, grad_norm: 2.4137 2020-07-25 20:00:55,186 - mmaction - INFO - Epoch [72][280/3757] lr: 6.628e-02, eta: 2 days, 23:16:56, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.5133, loss_cls: 3.4540, loss: 3.4540, grad_norm: 2.3830 2020-07-25 20:01:06,568 - mmaction - INFO - Epoch [72][300/3757] lr: 6.628e-02, eta: 2 days, 23:16:40, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4906, loss_cls: 3.5560, loss: 3.5560, grad_norm: 2.4776 2020-07-25 20:01:18,042 - mmaction - INFO - Epoch [72][320/3757] lr: 6.628e-02, eta: 2 days, 23:16:24, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.4953, loss_cls: 3.4906, loss: 3.4906, grad_norm: 2.3823 2020-07-25 20:01:29,505 - mmaction - INFO - Epoch [72][340/3757] lr: 6.628e-02, eta: 2 days, 23:16:09, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4805, loss_cls: 3.5283, loss: 3.5283, grad_norm: 2.3742 2020-07-25 20:01:40,957 - mmaction - INFO - Epoch [72][360/3757] lr: 6.628e-02, eta: 2 days, 23:15:53, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5078, loss_cls: 3.4121, loss: 3.4121, grad_norm: 2.3888 2020-07-25 20:01:52,362 - mmaction - INFO - Epoch [72][380/3757] lr: 6.628e-02, eta: 2 days, 23:15:37, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4875, loss_cls: 3.5393, loss: 3.5393, grad_norm: 2.5334 2020-07-25 20:02:03,719 - mmaction - INFO - Epoch [72][400/3757] lr: 6.628e-02, eta: 2 days, 23:15:21, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.4891, loss_cls: 3.4940, loss: 3.4940, grad_norm: 2.4425 2020-07-25 20:02:14,995 - mmaction - INFO - Epoch [72][420/3757] lr: 6.628e-02, eta: 2 days, 23:15:04, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4883, loss_cls: 3.5467, loss: 3.5467, grad_norm: 2.3970 2020-07-25 20:02:26,281 - mmaction - INFO - Epoch [72][440/3757] lr: 6.628e-02, eta: 2 days, 23:14:48, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5125, loss_cls: 3.4270, loss: 3.4270, grad_norm: 2.3393 2020-07-25 20:02:37,683 - mmaction - INFO - Epoch [72][460/3757] lr: 6.628e-02, eta: 2 days, 23:14:32, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4781, loss_cls: 3.5233, loss: 3.5233, grad_norm: 2.3752 2020-07-25 20:02:49,014 - mmaction - INFO - Epoch [72][480/3757] lr: 6.628e-02, eta: 2 days, 23:14:16, time: 0.566, data_time: 0.001, memory: 5232, top1_acc: 0.2578, top5_acc: 0.5070, loss_cls: 3.5020, loss: 3.5020, grad_norm: 2.4093 2020-07-25 20:03:00,402 - mmaction - INFO - Epoch [72][500/3757] lr: 6.628e-02, eta: 2 days, 23:14:00, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4805, loss_cls: 3.6020, loss: 3.6020, grad_norm: 2.3963 2020-07-25 20:03:11,856 - mmaction - INFO - Epoch [72][520/3757] lr: 6.628e-02, eta: 2 days, 23:13:44, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4945, loss_cls: 3.5241, loss: 3.5241, grad_norm: 2.3754 2020-07-25 20:03:23,311 - mmaction - INFO - Epoch [72][540/3757] lr: 6.628e-02, eta: 2 days, 23:13:28, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5117, loss_cls: 3.4089, loss: 3.4089, grad_norm: 2.3480 2020-07-25 20:03:34,747 - mmaction - INFO - Epoch [72][560/3757] lr: 6.628e-02, eta: 2 days, 23:13:12, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.4930, loss_cls: 3.5051, loss: 3.5051, grad_norm: 2.5126 2020-07-25 20:03:46,189 - mmaction - INFO - Epoch [72][580/3757] lr: 6.628e-02, eta: 2 days, 23:12:57, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4945, loss_cls: 3.5077, loss: 3.5077, grad_norm: 2.4157 2020-07-25 20:03:57,493 - mmaction - INFO - Epoch [72][600/3757] lr: 6.628e-02, eta: 2 days, 23:12:40, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5055, loss_cls: 3.4922, loss: 3.4922, grad_norm: 2.3781 2020-07-25 20:04:08,902 - mmaction - INFO - Epoch [72][620/3757] lr: 6.628e-02, eta: 2 days, 23:12:24, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5062, loss_cls: 3.4145, loss: 3.4145, grad_norm: 2.4332 2020-07-25 20:04:20,328 - mmaction - INFO - Epoch [72][640/3757] lr: 6.628e-02, eta: 2 days, 23:12:09, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5250, loss_cls: 3.3727, loss: 3.3727, grad_norm: 2.4350 2020-07-25 20:04:31,826 - mmaction - INFO - Epoch [72][660/3757] lr: 6.628e-02, eta: 2 days, 23:11:53, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2641, top5_acc: 0.5094, loss_cls: 3.4985, loss: 3.4985, grad_norm: 2.5913 2020-07-25 20:04:43,136 - mmaction - INFO - Epoch [72][680/3757] lr: 6.628e-02, eta: 2 days, 23:11:37, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4945, loss_cls: 3.5249, loss: 3.5249, grad_norm: 2.4603 2020-07-25 20:04:54,531 - mmaction - INFO - Epoch [72][700/3757] lr: 6.628e-02, eta: 2 days, 23:11:21, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5070, loss_cls: 3.4927, loss: 3.4927, grad_norm: 2.4787 2020-07-25 20:05:05,890 - mmaction - INFO - Epoch [72][720/3757] lr: 6.628e-02, eta: 2 days, 23:11:05, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4914, loss_cls: 3.5528, loss: 3.5528, grad_norm: 2.5239 2020-07-25 20:05:17,366 - mmaction - INFO - Epoch [72][740/3757] lr: 6.628e-02, eta: 2 days, 23:10:49, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5086, loss_cls: 3.4648, loss: 3.4648, grad_norm: 2.5136 2020-07-25 20:05:28,856 - mmaction - INFO - Epoch [72][760/3757] lr: 6.628e-02, eta: 2 days, 23:10:33, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2281, top5_acc: 0.4797, loss_cls: 3.6153, loss: 3.6153, grad_norm: 2.4393 2020-07-25 20:05:40,200 - mmaction - INFO - Epoch [72][780/3757] lr: 6.628e-02, eta: 2 days, 23:10:17, time: 0.566, data_time: 0.001, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4813, loss_cls: 3.5851, loss: 3.5851, grad_norm: 2.4492 2020-07-25 20:05:51,522 - mmaction - INFO - Epoch [72][800/3757] lr: 6.628e-02, eta: 2 days, 23:10:01, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4734, loss_cls: 3.5586, loss: 3.5586, grad_norm: 2.4667 2020-07-25 20:06:02,910 - mmaction - INFO - Epoch [72][820/3757] lr: 6.628e-02, eta: 2 days, 23:09:45, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5266, loss_cls: 3.3441, loss: 3.3441, grad_norm: 2.4954 2020-07-25 20:06:14,433 - mmaction - INFO - Epoch [72][840/3757] lr: 6.628e-02, eta: 2 days, 23:09:29, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5016, loss_cls: 3.4840, loss: 3.4840, grad_norm: 2.4406 2020-07-25 20:06:25,888 - mmaction - INFO - Epoch [72][860/3757] lr: 6.628e-02, eta: 2 days, 23:09:13, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.4984, loss_cls: 3.4790, loss: 3.4790, grad_norm: 2.4338 2020-07-25 20:06:37,298 - mmaction - INFO - Epoch [72][880/3757] lr: 6.628e-02, eta: 2 days, 23:08:58, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.5102, loss_cls: 3.4448, loss: 3.4448, grad_norm: 2.4997 2020-07-25 20:06:49,131 - mmaction - INFO - Epoch [72][900/3757] lr: 6.628e-02, eta: 2 days, 23:08:43, time: 0.592, data_time: 0.026, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4852, loss_cls: 3.5268, loss: 3.5268, grad_norm: 2.5578 2020-07-25 20:07:00,859 - mmaction - INFO - Epoch [72][920/3757] lr: 6.628e-02, eta: 2 days, 23:08:28, time: 0.587, data_time: 0.019, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4844, loss_cls: 3.5323, loss: 3.5323, grad_norm: 2.5150 2020-07-25 20:07:12,652 - mmaction - INFO - Epoch [72][940/3757] lr: 6.628e-02, eta: 2 days, 23:08:13, time: 0.590, data_time: 0.025, memory: 5232, top1_acc: 0.2531, top5_acc: 0.5078, loss_cls: 3.4974, loss: 3.4974, grad_norm: 2.5318 2020-07-25 20:07:24,391 - mmaction - INFO - Epoch [72][960/3757] lr: 6.628e-02, eta: 2 days, 23:07:58, time: 0.587, data_time: 0.018, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4648, loss_cls: 3.6698, loss: 3.6698, grad_norm: 2.5598 2020-07-25 20:07:36,174 - mmaction - INFO - Epoch [72][980/3757] lr: 6.628e-02, eta: 2 days, 23:07:43, time: 0.590, data_time: 0.024, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4719, loss_cls: 3.5552, loss: 3.5552, grad_norm: 2.4025 2020-07-25 20:07:47,636 - mmaction - INFO - Epoch [72][1000/3757] lr: 6.628e-02, eta: 2 days, 23:07:28, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5297, loss_cls: 3.4578, loss: 3.4578, grad_norm: 2.4031 2020-07-25 20:07:58,964 - mmaction - INFO - Epoch [72][1020/3757] lr: 6.628e-02, eta: 2 days, 23:07:12, time: 0.567, data_time: 0.004, memory: 5232, top1_acc: 0.2539, top5_acc: 0.5086, loss_cls: 3.4911, loss: 3.4911, grad_norm: 2.4659 2020-07-25 20:08:10,470 - mmaction - INFO - Epoch [72][1040/3757] lr: 6.628e-02, eta: 2 days, 23:06:56, time: 0.575, data_time: 0.015, memory: 5232, top1_acc: 0.2625, top5_acc: 0.4938, loss_cls: 3.4780, loss: 3.4780, grad_norm: 2.3610 2020-07-25 20:08:22,251 - mmaction - INFO - Epoch [72][1060/3757] lr: 6.628e-02, eta: 2 days, 23:06:41, time: 0.589, data_time: 0.024, memory: 5232, top1_acc: 0.2539, top5_acc: 0.5031, loss_cls: 3.5317, loss: 3.5317, grad_norm: 2.4497 2020-07-25 20:08:34,108 - mmaction - INFO - Epoch [72][1080/3757] lr: 6.628e-02, eta: 2 days, 23:06:27, time: 0.593, data_time: 0.017, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5070, loss_cls: 3.4488, loss: 3.4488, grad_norm: 2.4239 2020-07-25 20:08:45,680 - mmaction - INFO - Epoch [72][1100/3757] lr: 6.628e-02, eta: 2 days, 23:06:11, time: 0.579, data_time: 0.011, memory: 5232, top1_acc: 0.2469, top5_acc: 0.5078, loss_cls: 3.4905, loss: 3.4905, grad_norm: 2.4494 2020-07-25 20:08:57,236 - mmaction - INFO - Epoch [72][1120/3757] lr: 6.628e-02, eta: 2 days, 23:05:56, time: 0.578, data_time: 0.014, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5086, loss_cls: 3.4597, loss: 3.4597, grad_norm: 2.5301 2020-07-25 20:09:09,061 - mmaction - INFO - Epoch [72][1140/3757] lr: 6.628e-02, eta: 2 days, 23:05:41, time: 0.591, data_time: 0.025, memory: 5232, top1_acc: 0.2578, top5_acc: 0.5102, loss_cls: 3.4253, loss: 3.4253, grad_norm: 2.4475 2020-07-25 20:09:20,602 - mmaction - INFO - Epoch [72][1160/3757] lr: 6.628e-02, eta: 2 days, 23:05:26, time: 0.577, data_time: 0.013, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4938, loss_cls: 3.5061, loss: 3.5061, grad_norm: 2.5046 2020-07-25 20:09:32,000 - mmaction - INFO - Epoch [72][1180/3757] lr: 6.628e-02, eta: 2 days, 23:05:10, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.4969, loss_cls: 3.4923, loss: 3.4923, grad_norm: 2.5060 2020-07-25 20:09:43,804 - mmaction - INFO - Epoch [72][1200/3757] lr: 6.628e-02, eta: 2 days, 23:04:55, time: 0.590, data_time: 0.016, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5172, loss_cls: 3.3891, loss: 3.3891, grad_norm: 2.5194 2020-07-25 20:09:55,675 - mmaction - INFO - Epoch [72][1220/3757] lr: 6.628e-02, eta: 2 days, 23:04:40, time: 0.593, data_time: 0.024, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4977, loss_cls: 3.5077, loss: 3.5077, grad_norm: 2.5277 2020-07-25 20:10:07,416 - mmaction - INFO - Epoch [72][1240/3757] lr: 6.628e-02, eta: 2 days, 23:04:25, time: 0.587, data_time: 0.017, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4914, loss_cls: 3.5230, loss: 3.5230, grad_norm: 2.4373 2020-07-25 20:10:19,260 - mmaction - INFO - Epoch [72][1260/3757] lr: 6.628e-02, eta: 2 days, 23:04:11, time: 0.592, data_time: 0.023, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5219, loss_cls: 3.4264, loss: 3.4264, grad_norm: 2.4100 2020-07-25 20:10:30,667 - mmaction - INFO - Epoch [72][1280/3757] lr: 6.628e-02, eta: 2 days, 23:03:55, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4828, loss_cls: 3.5735, loss: 3.5735, grad_norm: 2.4175 2020-07-25 20:10:42,107 - mmaction - INFO - Epoch [72][1300/3757] lr: 6.628e-02, eta: 2 days, 23:03:39, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4984, loss_cls: 3.4610, loss: 3.4610, grad_norm: 2.4538 2020-07-25 20:10:53,638 - mmaction - INFO - Epoch [72][1320/3757] lr: 6.628e-02, eta: 2 days, 23:03:24, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4984, loss_cls: 3.5713, loss: 3.5713, grad_norm: 2.4614 2020-07-25 20:11:05,214 - mmaction - INFO - Epoch [72][1340/3757] lr: 6.628e-02, eta: 2 days, 23:03:08, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.5133, loss_cls: 3.4708, loss: 3.4708, grad_norm: 2.3932 2020-07-25 20:11:16,642 - mmaction - INFO - Epoch [72][1360/3757] lr: 6.628e-02, eta: 2 days, 23:02:52, time: 0.571, data_time: 0.001, memory: 5232, top1_acc: 0.2797, top5_acc: 0.4914, loss_cls: 3.5101, loss: 3.5101, grad_norm: 2.5118 2020-07-25 20:11:28,126 - mmaction - INFO - Epoch [72][1380/3757] lr: 6.628e-02, eta: 2 days, 23:02:37, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4938, loss_cls: 3.5352, loss: 3.5352, grad_norm: 2.4477 2020-07-25 20:11:39,483 - mmaction - INFO - Epoch [72][1400/3757] lr: 6.628e-02, eta: 2 days, 23:02:21, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.2578, top5_acc: 0.4758, loss_cls: 3.5718, loss: 3.5718, grad_norm: 2.4939 2020-07-25 20:11:50,996 - mmaction - INFO - Epoch [72][1420/3757] lr: 6.628e-02, eta: 2 days, 23:02:05, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.4898, loss_cls: 3.4436, loss: 3.4436, grad_norm: 2.4201 2020-07-25 20:12:02,606 - mmaction - INFO - Epoch [72][1440/3757] lr: 6.628e-02, eta: 2 days, 23:01:50, time: 0.580, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4977, loss_cls: 3.4880, loss: 3.4880, grad_norm: 2.4687 2020-07-25 20:12:14,056 - mmaction - INFO - Epoch [72][1460/3757] lr: 6.628e-02, eta: 2 days, 23:01:34, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.5242, loss_cls: 3.3996, loss: 3.3996, grad_norm: 2.5015 2020-07-25 20:12:25,481 - mmaction - INFO - Epoch [72][1480/3757] lr: 6.628e-02, eta: 2 days, 23:01:18, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4867, loss_cls: 3.5378, loss: 3.5378, grad_norm: 2.5178 2020-07-25 20:12:36,870 - mmaction - INFO - Epoch [72][1500/3757] lr: 6.628e-02, eta: 2 days, 23:01:02, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4883, loss_cls: 3.5693, loss: 3.5693, grad_norm: 2.4655 2020-07-25 20:12:48,275 - mmaction - INFO - Epoch [72][1520/3757] lr: 6.628e-02, eta: 2 days, 23:00:46, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5039, loss_cls: 3.4602, loss: 3.4602, grad_norm: 2.3850 2020-07-25 20:12:59,650 - mmaction - INFO - Epoch [72][1540/3757] lr: 6.628e-02, eta: 2 days, 23:00:30, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4930, loss_cls: 3.4719, loss: 3.4719, grad_norm: 2.4401 2020-07-25 20:13:11,050 - mmaction - INFO - Epoch [72][1560/3757] lr: 6.628e-02, eta: 2 days, 23:00:14, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.5078, loss_cls: 3.4403, loss: 3.4403, grad_norm: 2.4144 2020-07-25 20:13:22,555 - mmaction - INFO - Epoch [72][1580/3757] lr: 6.628e-02, eta: 2 days, 22:59:59, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4867, loss_cls: 3.4883, loss: 3.4883, grad_norm: 2.4206 2020-07-25 20:13:33,861 - mmaction - INFO - Epoch [72][1600/3757] lr: 6.628e-02, eta: 2 days, 22:59:43, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.4977, loss_cls: 3.4626, loss: 3.4626, grad_norm: 2.5092 2020-07-25 20:13:45,242 - mmaction - INFO - Epoch [72][1620/3757] lr: 6.628e-02, eta: 2 days, 22:59:27, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4883, loss_cls: 3.5089, loss: 3.5089, grad_norm: 2.4833 2020-07-25 20:13:56,708 - mmaction - INFO - Epoch [72][1640/3757] lr: 6.628e-02, eta: 2 days, 22:59:11, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5188, loss_cls: 3.4389, loss: 3.4389, grad_norm: 2.4038 2020-07-25 20:14:08,164 - mmaction - INFO - Epoch [72][1660/3757] lr: 6.628e-02, eta: 2 days, 22:58:55, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.5008, loss_cls: 3.4377, loss: 3.4377, grad_norm: 2.4882 2020-07-25 20:14:19,660 - mmaction - INFO - Epoch [72][1680/3757] lr: 6.628e-02, eta: 2 days, 22:58:40, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5328, loss_cls: 3.4011, loss: 3.4011, grad_norm: 2.5185 2020-07-25 20:14:31,037 - mmaction - INFO - Epoch [72][1700/3757] lr: 6.628e-02, eta: 2 days, 22:58:24, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4898, loss_cls: 3.5585, loss: 3.5585, grad_norm: 2.5467 2020-07-25 20:14:42,655 - mmaction - INFO - Epoch [72][1720/3757] lr: 6.628e-02, eta: 2 days, 22:58:08, time: 0.581, data_time: 0.018, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5055, loss_cls: 3.4681, loss: 3.4681, grad_norm: 2.4906 2020-07-25 20:14:54,171 - mmaction - INFO - Epoch [72][1740/3757] lr: 6.628e-02, eta: 2 days, 22:57:53, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.5086, loss_cls: 3.4354, loss: 3.4354, grad_norm: 2.4167 2020-07-25 20:15:05,617 - mmaction - INFO - Epoch [72][1760/3757] lr: 6.628e-02, eta: 2 days, 22:57:37, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5016, loss_cls: 3.4457, loss: 3.4457, grad_norm: 2.4346 2020-07-25 20:15:17,024 - mmaction - INFO - Epoch [72][1780/3757] lr: 6.628e-02, eta: 2 days, 22:57:21, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5219, loss_cls: 3.4134, loss: 3.4134, grad_norm: 2.4617 2020-07-25 20:15:28,355 - mmaction - INFO - Epoch [72][1800/3757] lr: 6.628e-02, eta: 2 days, 22:57:05, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4828, loss_cls: 3.5830, loss: 3.5830, grad_norm: 2.5465 2020-07-25 20:15:39,796 - mmaction - INFO - Epoch [72][1820/3757] lr: 6.628e-02, eta: 2 days, 22:56:49, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.5000, loss_cls: 3.4551, loss: 3.4551, grad_norm: 2.5148 2020-07-25 20:15:51,229 - mmaction - INFO - Epoch [72][1840/3757] lr: 6.628e-02, eta: 2 days, 22:56:34, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4805, loss_cls: 3.5875, loss: 3.5875, grad_norm: 2.5434 2020-07-25 20:16:02,778 - mmaction - INFO - Epoch [72][1860/3757] lr: 6.628e-02, eta: 2 days, 22:56:18, time: 0.578, data_time: 0.015, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4844, loss_cls: 3.5765, loss: 3.5765, grad_norm: 2.4135 2020-07-25 20:16:14,239 - mmaction - INFO - Epoch [72][1880/3757] lr: 6.628e-02, eta: 2 days, 22:56:02, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5203, loss_cls: 3.4464, loss: 3.4464, grad_norm: 2.3885 2020-07-25 20:16:25,659 - mmaction - INFO - Epoch [72][1900/3757] lr: 6.628e-02, eta: 2 days, 22:55:47, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5086, loss_cls: 3.4597, loss: 3.4597, grad_norm: 2.4363 2020-07-25 20:16:37,066 - mmaction - INFO - Epoch [72][1920/3757] lr: 6.628e-02, eta: 2 days, 22:55:31, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4875, loss_cls: 3.4623, loss: 3.4623, grad_norm: 2.5096 2020-07-25 20:16:48,422 - mmaction - INFO - Epoch [72][1940/3757] lr: 6.628e-02, eta: 2 days, 22:55:15, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4617, loss_cls: 3.5876, loss: 3.5876, grad_norm: 2.5199 2020-07-25 20:16:59,826 - mmaction - INFO - Epoch [72][1960/3757] lr: 6.628e-02, eta: 2 days, 22:54:59, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.5016, loss_cls: 3.4806, loss: 3.4806, grad_norm: 2.4332 2020-07-25 20:17:11,284 - mmaction - INFO - Epoch [72][1980/3757] lr: 6.628e-02, eta: 2 days, 22:54:43, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5023, loss_cls: 3.6023, loss: 3.6023, grad_norm: 2.4922 2020-07-25 20:17:22,712 - mmaction - INFO - Epoch [72][2000/3757] lr: 6.628e-02, eta: 2 days, 22:54:27, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5047, loss_cls: 3.4624, loss: 3.4624, grad_norm: 2.4212 2020-07-25 20:17:34,118 - mmaction - INFO - Epoch [72][2020/3757] lr: 6.628e-02, eta: 2 days, 22:54:12, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.5078, loss_cls: 3.4963, loss: 3.4963, grad_norm: 2.4934 2020-07-25 20:17:45,565 - mmaction - INFO - Epoch [72][2040/3757] lr: 6.628e-02, eta: 2 days, 22:53:56, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4813, loss_cls: 3.5037, loss: 3.5037, grad_norm: 2.4871 2020-07-25 20:17:56,978 - mmaction - INFO - Epoch [72][2060/3757] lr: 6.628e-02, eta: 2 days, 22:53:40, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.4930, loss_cls: 3.4893, loss: 3.4893, grad_norm: 2.4567 2020-07-25 20:18:08,399 - mmaction - INFO - Epoch [72][2080/3757] lr: 6.628e-02, eta: 2 days, 22:53:24, time: 0.571, data_time: 0.013, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4922, loss_cls: 3.5132, loss: 3.5132, grad_norm: 2.4482 2020-07-25 20:18:19,896 - mmaction - INFO - Epoch [72][2100/3757] lr: 6.628e-02, eta: 2 days, 22:53:09, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4906, loss_cls: 3.5217, loss: 3.5217, grad_norm: 2.4154 2020-07-25 20:18:31,338 - mmaction - INFO - Epoch [72][2120/3757] lr: 6.628e-02, eta: 2 days, 22:52:53, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5102, loss_cls: 3.4828, loss: 3.4828, grad_norm: 2.4662 2020-07-25 20:18:42,776 - mmaction - INFO - Epoch [72][2140/3757] lr: 6.628e-02, eta: 2 days, 22:52:37, time: 0.573, data_time: 0.001, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5023, loss_cls: 3.4635, loss: 3.4635, grad_norm: 2.4860 2020-07-25 20:18:54,262 - mmaction - INFO - Epoch [72][2160/3757] lr: 6.628e-02, eta: 2 days, 22:52:21, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4711, loss_cls: 3.5377, loss: 3.5377, grad_norm: 2.5018 2020-07-25 20:19:05,615 - mmaction - INFO - Epoch [72][2180/3757] lr: 6.628e-02, eta: 2 days, 22:52:05, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5070, loss_cls: 3.4803, loss: 3.4803, grad_norm: 2.4604 2020-07-25 20:19:17,027 - mmaction - INFO - Epoch [72][2200/3757] lr: 6.628e-02, eta: 2 days, 22:51:50, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.4930, loss_cls: 3.5204, loss: 3.5204, grad_norm: 2.5036 2020-07-25 20:19:28,414 - mmaction - INFO - Epoch [72][2220/3757] lr: 6.628e-02, eta: 2 days, 22:51:34, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4789, loss_cls: 3.5409, loss: 3.5409, grad_norm: 2.5070 2020-07-25 20:19:39,774 - mmaction - INFO - Epoch [72][2240/3757] lr: 6.628e-02, eta: 2 days, 22:51:18, time: 0.568, data_time: 0.001, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4922, loss_cls: 3.5017, loss: 3.5017, grad_norm: 2.4366 2020-07-25 20:19:51,219 - mmaction - INFO - Epoch [72][2260/3757] lr: 6.628e-02, eta: 2 days, 22:51:02, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5070, loss_cls: 3.4691, loss: 3.4691, grad_norm: 2.3925 2020-07-25 20:20:02,700 - mmaction - INFO - Epoch [72][2280/3757] lr: 6.628e-02, eta: 2 days, 22:50:46, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4961, loss_cls: 3.5366, loss: 3.5366, grad_norm: 2.4231 2020-07-25 20:20:14,107 - mmaction - INFO - Epoch [72][2300/3757] lr: 6.628e-02, eta: 2 days, 22:50:31, time: 0.571, data_time: 0.001, memory: 5232, top1_acc: 0.2500, top5_acc: 0.5016, loss_cls: 3.5470, loss: 3.5470, grad_norm: 2.4252 2020-07-25 20:20:25,518 - mmaction - INFO - Epoch [72][2320/3757] lr: 6.628e-02, eta: 2 days, 22:50:15, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4828, loss_cls: 3.5651, loss: 3.5651, grad_norm: 2.4458 2020-07-25 20:20:36,836 - mmaction - INFO - Epoch [72][2340/3757] lr: 6.628e-02, eta: 2 days, 22:49:59, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.5062, loss_cls: 3.4490, loss: 3.4490, grad_norm: 2.4125 2020-07-25 20:20:48,266 - mmaction - INFO - Epoch [72][2360/3757] lr: 6.628e-02, eta: 2 days, 22:49:43, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.5000, loss_cls: 3.4837, loss: 3.4837, grad_norm: 2.4923 2020-07-25 20:20:59,656 - mmaction - INFO - Epoch [72][2380/3757] lr: 6.628e-02, eta: 2 days, 22:49:27, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5102, loss_cls: 3.4285, loss: 3.4285, grad_norm: 2.4782 2020-07-25 20:21:11,051 - mmaction - INFO - Epoch [72][2400/3757] lr: 6.628e-02, eta: 2 days, 22:49:11, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.5008, loss_cls: 3.5015, loss: 3.5015, grad_norm: 2.4621 2020-07-25 20:21:22,516 - mmaction - INFO - Epoch [72][2420/3757] lr: 6.628e-02, eta: 2 days, 22:48:55, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.5125, loss_cls: 3.5109, loss: 3.5109, grad_norm: 2.4708 2020-07-25 20:21:33,815 - mmaction - INFO - Epoch [72][2440/3757] lr: 6.628e-02, eta: 2 days, 22:48:39, time: 0.565, data_time: 0.004, memory: 5232, top1_acc: 0.2469, top5_acc: 0.5211, loss_cls: 3.4783, loss: 3.4783, grad_norm: 2.5834 2020-07-25 20:21:45,312 - mmaction - INFO - Epoch [72][2460/3757] lr: 6.628e-02, eta: 2 days, 22:48:24, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.5031, loss_cls: 3.5394, loss: 3.5394, grad_norm: 2.4932 2020-07-25 20:21:56,663 - mmaction - INFO - Epoch [72][2480/3757] lr: 6.628e-02, eta: 2 days, 22:48:08, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4844, loss_cls: 3.5924, loss: 3.5924, grad_norm: 2.4833 2020-07-25 20:22:08,092 - mmaction - INFO - Epoch [72][2500/3757] lr: 6.628e-02, eta: 2 days, 22:47:52, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.4992, loss_cls: 3.5094, loss: 3.5094, grad_norm: 2.4635 2020-07-25 20:22:19,543 - mmaction - INFO - Epoch [72][2520/3757] lr: 6.628e-02, eta: 2 days, 22:47:36, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.5227, loss_cls: 3.4485, loss: 3.4485, grad_norm: 2.4950 2020-07-25 20:22:30,917 - mmaction - INFO - Epoch [72][2540/3757] lr: 6.628e-02, eta: 2 days, 22:47:20, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.5102, loss_cls: 3.5076, loss: 3.5076, grad_norm: 2.4876 2020-07-25 20:22:42,371 - mmaction - INFO - Epoch [72][2560/3757] lr: 6.628e-02, eta: 2 days, 22:47:05, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5188, loss_cls: 3.4548, loss: 3.4548, grad_norm: 2.4524 2020-07-25 20:22:53,831 - mmaction - INFO - Epoch [72][2580/3757] lr: 6.628e-02, eta: 2 days, 22:46:49, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4594, loss_cls: 3.6545, loss: 3.6545, grad_norm: 2.4920 2020-07-25 20:23:05,270 - mmaction - INFO - Epoch [72][2600/3757] lr: 6.628e-02, eta: 2 days, 22:46:33, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.5016, loss_cls: 3.4590, loss: 3.4590, grad_norm: 2.4483 2020-07-25 20:23:16,712 - mmaction - INFO - Epoch [72][2620/3757] lr: 6.628e-02, eta: 2 days, 22:46:18, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4781, loss_cls: 3.5471, loss: 3.5471, grad_norm: 2.5067 2020-07-25 20:23:28,111 - mmaction - INFO - Epoch [72][2640/3757] lr: 6.628e-02, eta: 2 days, 22:46:02, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4883, loss_cls: 3.5514, loss: 3.5514, grad_norm: 2.5273 2020-07-25 20:23:39,576 - mmaction - INFO - Epoch [72][2660/3757] lr: 6.628e-02, eta: 2 days, 22:45:46, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5008, loss_cls: 3.5250, loss: 3.5250, grad_norm: 2.4237 2020-07-25 20:23:51,071 - mmaction - INFO - Epoch [72][2680/3757] lr: 6.628e-02, eta: 2 days, 22:45:31, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4922, loss_cls: 3.5262, loss: 3.5262, grad_norm: 2.4201 2020-07-25 20:24:02,498 - mmaction - INFO - Epoch [72][2700/3757] lr: 6.628e-02, eta: 2 days, 22:45:15, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4727, loss_cls: 3.5347, loss: 3.5347, grad_norm: 2.4545 2020-07-25 20:24:13,978 - mmaction - INFO - Epoch [72][2720/3757] lr: 6.628e-02, eta: 2 days, 22:44:59, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4898, loss_cls: 3.5348, loss: 3.5348, grad_norm: 2.5424 2020-07-25 20:24:25,468 - mmaction - INFO - Epoch [72][2740/3757] lr: 6.628e-02, eta: 2 days, 22:44:44, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5336, loss_cls: 3.3387, loss: 3.3387, grad_norm: 2.3910 2020-07-25 20:24:36,886 - mmaction - INFO - Epoch [72][2760/3757] lr: 6.628e-02, eta: 2 days, 22:44:28, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4844, loss_cls: 3.5481, loss: 3.5481, grad_norm: 2.5374 2020-07-25 20:24:48,266 - mmaction - INFO - Epoch [72][2780/3757] lr: 6.628e-02, eta: 2 days, 22:44:12, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5172, loss_cls: 3.4500, loss: 3.4500, grad_norm: 2.4415 2020-07-25 20:24:59,624 - mmaction - INFO - Epoch [72][2800/3757] lr: 6.628e-02, eta: 2 days, 22:43:56, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.5070, loss_cls: 3.5229, loss: 3.5229, grad_norm: 2.5284 2020-07-25 20:25:10,978 - mmaction - INFO - Epoch [72][2820/3757] lr: 6.628e-02, eta: 2 days, 22:43:40, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4773, loss_cls: 3.5671, loss: 3.5671, grad_norm: 2.4755 2020-07-25 20:25:22,497 - mmaction - INFO - Epoch [72][2840/3757] lr: 6.628e-02, eta: 2 days, 22:43:25, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.2148, top5_acc: 0.4742, loss_cls: 3.6214, loss: 3.6214, grad_norm: 2.4678 2020-07-25 20:25:33,836 - mmaction - INFO - Epoch [72][2860/3757] lr: 6.628e-02, eta: 2 days, 22:43:09, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5070, loss_cls: 3.4781, loss: 3.4781, grad_norm: 2.3924 2020-07-25 20:25:45,195 - mmaction - INFO - Epoch [72][2880/3757] lr: 6.628e-02, eta: 2 days, 22:42:53, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2641, top5_acc: 0.5023, loss_cls: 3.5050, loss: 3.5050, grad_norm: 2.4851 2020-07-25 20:25:56,597 - mmaction - INFO - Epoch [72][2900/3757] lr: 6.628e-02, eta: 2 days, 22:42:37, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.5047, loss_cls: 3.5024, loss: 3.5024, grad_norm: 2.3977 2020-07-25 20:26:07,948 - mmaction - INFO - Epoch [72][2920/3757] lr: 6.628e-02, eta: 2 days, 22:42:21, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.4906, loss_cls: 3.4981, loss: 3.4981, grad_norm: 2.3577 2020-07-25 20:26:19,370 - mmaction - INFO - Epoch [72][2940/3757] lr: 6.628e-02, eta: 2 days, 22:42:05, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5062, loss_cls: 3.4648, loss: 3.4648, grad_norm: 2.4312 2020-07-25 20:26:30,795 - mmaction - INFO - Epoch [72][2960/3757] lr: 6.628e-02, eta: 2 days, 22:41:49, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4820, loss_cls: 3.5145, loss: 3.5145, grad_norm: 2.4027 2020-07-25 20:26:42,134 - mmaction - INFO - Epoch [72][2980/3757] lr: 6.628e-02, eta: 2 days, 22:41:33, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.5078, loss_cls: 3.4770, loss: 3.4770, grad_norm: 2.3880 2020-07-25 20:26:53,523 - mmaction - INFO - Epoch [72][3000/3757] lr: 6.628e-02, eta: 2 days, 22:41:17, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.5000, loss_cls: 3.5340, loss: 3.5340, grad_norm: 2.4470 2020-07-25 20:27:04,892 - mmaction - INFO - Epoch [72][3020/3757] lr: 6.628e-02, eta: 2 days, 22:41:02, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4984, loss_cls: 3.5390, loss: 3.5390, grad_norm: 2.4649 2020-07-25 20:27:16,226 - mmaction - INFO - Epoch [72][3040/3757] lr: 6.628e-02, eta: 2 days, 22:40:46, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4914, loss_cls: 3.5143, loss: 3.5143, grad_norm: 2.4344 2020-07-25 20:27:27,646 - mmaction - INFO - Epoch [72][3060/3757] lr: 6.628e-02, eta: 2 days, 22:40:30, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4680, loss_cls: 3.5668, loss: 3.5668, grad_norm: 2.4466 2020-07-25 20:27:39,072 - mmaction - INFO - Epoch [72][3080/3757] lr: 6.628e-02, eta: 2 days, 22:40:14, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4914, loss_cls: 3.5567, loss: 3.5567, grad_norm: 2.4397 2020-07-25 20:27:50,578 - mmaction - INFO - Epoch [72][3100/3757] lr: 6.628e-02, eta: 2 days, 22:39:59, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.2570, top5_acc: 0.4922, loss_cls: 3.5104, loss: 3.5104, grad_norm: 2.4117 2020-07-25 20:28:02,017 - mmaction - INFO - Epoch [72][3120/3757] lr: 6.628e-02, eta: 2 days, 22:39:43, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.4984, loss_cls: 3.4975, loss: 3.4975, grad_norm: 2.4418 2020-07-25 20:28:13,480 - mmaction - INFO - Epoch [72][3140/3757] lr: 6.628e-02, eta: 2 days, 22:39:27, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5164, loss_cls: 3.4269, loss: 3.4269, grad_norm: 2.4121 2020-07-25 20:28:24,968 - mmaction - INFO - Epoch [72][3160/3757] lr: 6.628e-02, eta: 2 days, 22:39:12, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.5156, loss_cls: 3.5122, loss: 3.5122, grad_norm: 2.5705 2020-07-25 20:28:36,418 - mmaction - INFO - Epoch [72][3180/3757] lr: 6.628e-02, eta: 2 days, 22:38:56, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5047, loss_cls: 3.4494, loss: 3.4494, grad_norm: 2.5268 2020-07-25 20:28:47,866 - mmaction - INFO - Epoch [72][3200/3757] lr: 6.628e-02, eta: 2 days, 22:38:40, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5000, loss_cls: 3.5372, loss: 3.5372, grad_norm: 2.4336 2020-07-25 20:28:59,209 - mmaction - INFO - Epoch [72][3220/3757] lr: 6.628e-02, eta: 2 days, 22:38:24, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.5047, loss_cls: 3.3854, loss: 3.3854, grad_norm: 2.4302 2020-07-25 20:29:10,721 - mmaction - INFO - Epoch [72][3240/3757] lr: 6.628e-02, eta: 2 days, 22:38:09, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4930, loss_cls: 3.4662, loss: 3.4662, grad_norm: 2.4680 2020-07-25 20:29:22,223 - mmaction - INFO - Epoch [72][3260/3757] lr: 6.628e-02, eta: 2 days, 22:37:53, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5273, loss_cls: 3.4126, loss: 3.4126, grad_norm: 2.3625 2020-07-25 20:29:33,715 - mmaction - INFO - Epoch [72][3280/3757] lr: 6.628e-02, eta: 2 days, 22:37:38, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.5047, loss_cls: 3.4972, loss: 3.4972, grad_norm: 2.5144 2020-07-25 20:29:45,122 - mmaction - INFO - Epoch [72][3300/3757] lr: 6.628e-02, eta: 2 days, 22:37:22, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5008, loss_cls: 3.4797, loss: 3.4797, grad_norm: 2.4515 2020-07-25 20:29:56,559 - mmaction - INFO - Epoch [72][3320/3757] lr: 6.628e-02, eta: 2 days, 22:37:06, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4805, loss_cls: 3.5893, loss: 3.5893, grad_norm: 2.4318 2020-07-25 20:30:07,969 - mmaction - INFO - Epoch [72][3340/3757] lr: 6.628e-02, eta: 2 days, 22:36:51, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4875, loss_cls: 3.5081, loss: 3.5081, grad_norm: 2.4299 2020-07-25 20:30:19,302 - mmaction - INFO - Epoch [72][3360/3757] lr: 6.628e-02, eta: 2 days, 22:36:35, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4984, loss_cls: 3.5666, loss: 3.5666, grad_norm: 2.5115 2020-07-25 20:30:30,637 - mmaction - INFO - Epoch [72][3380/3757] lr: 6.628e-02, eta: 2 days, 22:36:19, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.5141, loss_cls: 3.4706, loss: 3.4706, grad_norm: 2.4628 2020-07-25 20:30:42,008 - mmaction - INFO - Epoch [72][3400/3757] lr: 6.628e-02, eta: 2 days, 22:36:03, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.4898, loss_cls: 3.5258, loss: 3.5258, grad_norm: 2.4674 2020-07-25 20:30:53,437 - mmaction - INFO - Epoch [72][3420/3757] lr: 6.628e-02, eta: 2 days, 22:35:47, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5227, loss_cls: 3.4586, loss: 3.4586, grad_norm: 2.3941 2020-07-25 20:31:04,844 - mmaction - INFO - Epoch [72][3440/3757] lr: 6.628e-02, eta: 2 days, 22:35:31, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4930, loss_cls: 3.5352, loss: 3.5352, grad_norm: 2.4304 2020-07-25 20:31:16,329 - mmaction - INFO - Epoch [72][3460/3757] lr: 6.628e-02, eta: 2 days, 22:35:16, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.5078, loss_cls: 3.4693, loss: 3.4693, grad_norm: 2.4751 2020-07-25 20:31:27,613 - mmaction - INFO - Epoch [72][3480/3757] lr: 6.628e-02, eta: 2 days, 22:35:00, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.4969, loss_cls: 3.5286, loss: 3.5286, grad_norm: 2.4426 2020-07-25 20:31:39,117 - mmaction - INFO - Epoch [72][3500/3757] lr: 6.628e-02, eta: 2 days, 22:34:44, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4797, loss_cls: 3.6397, loss: 3.6397, grad_norm: 2.4796 2020-07-25 20:31:50,577 - mmaction - INFO - Epoch [72][3520/3757] lr: 6.628e-02, eta: 2 days, 22:34:29, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.5000, loss_cls: 3.4930, loss: 3.4930, grad_norm: 2.4282 2020-07-25 20:32:02,042 - mmaction - INFO - Epoch [72][3540/3757] lr: 6.628e-02, eta: 2 days, 22:34:13, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4734, loss_cls: 3.5777, loss: 3.5777, grad_norm: 2.3189 2020-07-25 20:32:13,444 - mmaction - INFO - Epoch [72][3560/3757] lr: 6.628e-02, eta: 2 days, 22:33:57, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.5047, loss_cls: 3.4705, loss: 3.4705, grad_norm: 2.4065 2020-07-25 20:32:24,827 - mmaction - INFO - Epoch [72][3580/3757] lr: 6.628e-02, eta: 2 days, 22:33:41, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5156, loss_cls: 3.3835, loss: 3.3835, grad_norm: 2.3556 2020-07-25 20:32:36,219 - mmaction - INFO - Epoch [72][3600/3757] lr: 6.628e-02, eta: 2 days, 22:33:26, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4922, loss_cls: 3.5568, loss: 3.5568, grad_norm: 2.4658 2020-07-25 20:32:47,709 - mmaction - INFO - Epoch [72][3620/3757] lr: 6.628e-02, eta: 2 days, 22:33:10, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2641, top5_acc: 0.4883, loss_cls: 3.4935, loss: 3.4935, grad_norm: 2.4308 2020-07-25 20:32:59,087 - mmaction - INFO - Epoch [72][3640/3757] lr: 6.628e-02, eta: 2 days, 22:32:54, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4867, loss_cls: 3.5734, loss: 3.5734, grad_norm: 2.4908 2020-07-25 20:33:10,471 - mmaction - INFO - Epoch [72][3660/3757] lr: 6.628e-02, eta: 2 days, 22:32:39, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2727, top5_acc: 0.4930, loss_cls: 3.5216, loss: 3.5216, grad_norm: 2.4654 2020-07-25 20:33:21,910 - mmaction - INFO - Epoch [72][3680/3757] lr: 6.628e-02, eta: 2 days, 22:32:23, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5086, loss_cls: 3.4583, loss: 3.4583, grad_norm: 2.5059 2020-07-25 20:33:33,327 - mmaction - INFO - Epoch [72][3700/3757] lr: 6.628e-02, eta: 2 days, 22:32:07, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.4969, loss_cls: 3.4837, loss: 3.4837, grad_norm: 2.4153 2020-07-25 20:33:44,709 - mmaction - INFO - Epoch [72][3720/3757] lr: 6.628e-02, eta: 2 days, 22:31:51, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.5117, loss_cls: 3.4818, loss: 3.4818, grad_norm: 2.4202 2020-07-25 20:33:56,101 - mmaction - INFO - Epoch [72][3740/3757] lr: 6.628e-02, eta: 2 days, 22:31:36, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4953, loss_cls: 3.5434, loss: 3.5434, grad_norm: 2.4547 2020-07-25 20:37:17,233 - mmaction - INFO - Epoch [73][20/3757] lr: 6.545e-02, eta: 2 days, 22:39:01, time: 9.190, data_time: 8.478, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4758, loss_cls: 3.5602, loss: 3.5602, grad_norm: 2.4507 2020-07-25 20:37:28,584 - mmaction - INFO - Epoch [73][40/3757] lr: 6.545e-02, eta: 2 days, 22:38:45, time: 0.567, data_time: 0.001, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4797, loss_cls: 3.6062, loss: 3.6062, grad_norm: 2.4929 2020-07-25 20:37:39,910 - mmaction - INFO - Epoch [73][60/3757] lr: 6.545e-02, eta: 2 days, 22:38:29, time: 0.566, data_time: 0.001, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4891, loss_cls: 3.5372, loss: 3.5372, grad_norm: 2.5230 2020-07-25 20:37:51,343 - mmaction - INFO - Epoch [73][80/3757] lr: 6.545e-02, eta: 2 days, 22:38:13, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5047, loss_cls: 3.4480, loss: 3.4480, grad_norm: 2.4496 2020-07-25 20:38:02,727 - mmaction - INFO - Epoch [73][100/3757] lr: 6.545e-02, eta: 2 days, 22:37:57, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5195, loss_cls: 3.4587, loss: 3.4587, grad_norm: 2.4539 2020-07-25 20:38:14,108 - mmaction - INFO - Epoch [73][120/3757] lr: 6.545e-02, eta: 2 days, 22:37:42, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.5227, loss_cls: 3.4685, loss: 3.4685, grad_norm: 2.4327 2020-07-25 20:38:25,781 - mmaction - INFO - Epoch [73][140/3757] lr: 6.545e-02, eta: 2 days, 22:37:27, time: 0.584, data_time: 0.016, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5156, loss_cls: 3.3747, loss: 3.3747, grad_norm: 2.4586 2020-07-25 20:38:36,994 - mmaction - INFO - Epoch [73][160/3757] lr: 6.545e-02, eta: 2 days, 22:37:10, time: 0.560, data_time: 0.001, memory: 5232, top1_acc: 0.2609, top5_acc: 0.4906, loss_cls: 3.4796, loss: 3.4796, grad_norm: 2.5645 2020-07-25 20:38:48,268 - mmaction - INFO - Epoch [73][180/3757] lr: 6.545e-02, eta: 2 days, 22:36:54, time: 0.564, data_time: 0.004, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4969, loss_cls: 3.5149, loss: 3.5149, grad_norm: 2.4356 2020-07-25 20:38:59,606 - mmaction - INFO - Epoch [73][200/3757] lr: 6.545e-02, eta: 2 days, 22:36:38, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.5234, loss_cls: 3.4316, loss: 3.4316, grad_norm: 2.4924 2020-07-25 20:39:10,922 - mmaction - INFO - Epoch [73][220/3757] lr: 6.545e-02, eta: 2 days, 22:36:22, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5188, loss_cls: 3.4236, loss: 3.4236, grad_norm: 2.4351 2020-07-25 20:39:22,219 - mmaction - INFO - Epoch [73][240/3757] lr: 6.545e-02, eta: 2 days, 22:36:06, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4742, loss_cls: 3.5573, loss: 3.5573, grad_norm: 2.4059 2020-07-25 20:39:33,568 - mmaction - INFO - Epoch [73][260/3757] lr: 6.545e-02, eta: 2 days, 22:35:50, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5047, loss_cls: 3.4880, loss: 3.4880, grad_norm: 2.4027 2020-07-25 20:39:44,964 - mmaction - INFO - Epoch [73][280/3757] lr: 6.545e-02, eta: 2 days, 22:35:34, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5242, loss_cls: 3.3966, loss: 3.3966, grad_norm: 2.4251 2020-07-25 20:39:56,368 - mmaction - INFO - Epoch [73][300/3757] lr: 6.545e-02, eta: 2 days, 22:35:18, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.4828, loss_cls: 3.4829, loss: 3.4829, grad_norm: 2.5081 2020-07-25 20:40:07,682 - mmaction - INFO - Epoch [73][320/3757] lr: 6.545e-02, eta: 2 days, 22:35:02, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4945, loss_cls: 3.5142, loss: 3.5142, grad_norm: 2.4996 2020-07-25 20:40:18,971 - mmaction - INFO - Epoch [73][340/3757] lr: 6.545e-02, eta: 2 days, 22:34:46, time: 0.565, data_time: 0.004, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4938, loss_cls: 3.5358, loss: 3.5358, grad_norm: 2.4899 2020-07-25 20:40:30,412 - mmaction - INFO - Epoch [73][360/3757] lr: 6.545e-02, eta: 2 days, 22:34:30, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5109, loss_cls: 3.4493, loss: 3.4493, grad_norm: 2.5175 2020-07-25 20:40:41,775 - mmaction - INFO - Epoch [73][380/3757] lr: 6.545e-02, eta: 2 days, 22:34:14, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.2680, top5_acc: 0.4984, loss_cls: 3.4686, loss: 3.4686, grad_norm: 2.4847 2020-07-25 20:40:53,176 - mmaction - INFO - Epoch [73][400/3757] lr: 6.545e-02, eta: 2 days, 22:33:58, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.5203, loss_cls: 3.4468, loss: 3.4468, grad_norm: 2.4604 2020-07-25 20:41:04,494 - mmaction - INFO - Epoch [73][420/3757] lr: 6.545e-02, eta: 2 days, 22:33:42, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.4938, loss_cls: 3.4348, loss: 3.4348, grad_norm: 2.4905 2020-07-25 20:41:15,913 - mmaction - INFO - Epoch [73][440/3757] lr: 6.545e-02, eta: 2 days, 22:33:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4961, loss_cls: 3.4987, loss: 3.4987, grad_norm: 2.5249 2020-07-25 20:41:27,365 - mmaction - INFO - Epoch [73][460/3757] lr: 6.545e-02, eta: 2 days, 22:33:11, time: 0.573, data_time: 0.007, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4969, loss_cls: 3.5402, loss: 3.5402, grad_norm: 2.4339 2020-07-25 20:41:38,702 - mmaction - INFO - Epoch [73][480/3757] lr: 6.545e-02, eta: 2 days, 22:32:55, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4922, loss_cls: 3.4374, loss: 3.4374, grad_norm: 2.4795 2020-07-25 20:41:50,055 - mmaction - INFO - Epoch [73][500/3757] lr: 6.545e-02, eta: 2 days, 22:32:39, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.5195, loss_cls: 3.3751, loss: 3.3751, grad_norm: 2.4738 2020-07-25 20:42:01,364 - mmaction - INFO - Epoch [73][520/3757] lr: 6.545e-02, eta: 2 days, 22:32:23, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4875, loss_cls: 3.4976, loss: 3.4976, grad_norm: 2.4774 2020-07-25 20:42:12,551 - mmaction - INFO - Epoch [73][540/3757] lr: 6.545e-02, eta: 2 days, 22:32:06, time: 0.559, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.4906, loss_cls: 3.5097, loss: 3.5097, grad_norm: 2.4164 2020-07-25 20:42:23,911 - mmaction - INFO - Epoch [73][560/3757] lr: 6.545e-02, eta: 2 days, 22:31:50, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4953, loss_cls: 3.5333, loss: 3.5333, grad_norm: 2.5066 2020-07-25 20:42:35,277 - mmaction - INFO - Epoch [73][580/3757] lr: 6.545e-02, eta: 2 days, 22:31:34, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4914, loss_cls: 3.5409, loss: 3.5409, grad_norm: 2.5135 2020-07-25 20:42:46,671 - mmaction - INFO - Epoch [73][600/3757] lr: 6.545e-02, eta: 2 days, 22:31:19, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5047, loss_cls: 3.4379, loss: 3.4379, grad_norm: 2.4523 2020-07-25 20:42:58,106 - mmaction - INFO - Epoch [73][620/3757] lr: 6.545e-02, eta: 2 days, 22:31:03, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2227, top5_acc: 0.4742, loss_cls: 3.5983, loss: 3.5983, grad_norm: 2.4556 2020-07-25 20:43:09,470 - mmaction - INFO - Epoch [73][640/3757] lr: 6.545e-02, eta: 2 days, 22:30:47, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5047, loss_cls: 3.4931, loss: 3.4931, grad_norm: 2.4207 2020-07-25 20:43:20,910 - mmaction - INFO - Epoch [73][660/3757] lr: 6.545e-02, eta: 2 days, 22:30:31, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5047, loss_cls: 3.4820, loss: 3.4820, grad_norm: 2.4954 2020-07-25 20:43:32,179 - mmaction - INFO - Epoch [73][680/3757] lr: 6.545e-02, eta: 2 days, 22:30:15, time: 0.563, data_time: 0.001, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5023, loss_cls: 3.4656, loss: 3.4656, grad_norm: 2.4817 2020-07-25 20:43:43,555 - mmaction - INFO - Epoch [73][700/3757] lr: 6.545e-02, eta: 2 days, 22:29:59, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4828, loss_cls: 3.4961, loss: 3.4961, grad_norm: 2.4358 2020-07-25 20:43:54,895 - mmaction - INFO - Epoch [73][720/3757] lr: 6.545e-02, eta: 2 days, 22:29:43, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.5016, loss_cls: 3.4336, loss: 3.4336, grad_norm: 2.4056 2020-07-25 20:44:06,268 - mmaction - INFO - Epoch [73][740/3757] lr: 6.545e-02, eta: 2 days, 22:29:27, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5117, loss_cls: 3.4775, loss: 3.4775, grad_norm: 2.4736 2020-07-25 20:44:17,794 - mmaction - INFO - Epoch [73][760/3757] lr: 6.545e-02, eta: 2 days, 22:29:12, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.5055, loss_cls: 3.4943, loss: 3.4943, grad_norm: 2.4285 2020-07-25 20:44:29,294 - mmaction - INFO - Epoch [73][780/3757] lr: 6.545e-02, eta: 2 days, 22:28:56, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5117, loss_cls: 3.4355, loss: 3.4355, grad_norm: 2.5176 2020-07-25 20:44:40,703 - mmaction - INFO - Epoch [73][800/3757] lr: 6.545e-02, eta: 2 days, 22:28:40, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4922, loss_cls: 3.5050, loss: 3.5050, grad_norm: 2.4435 2020-07-25 20:44:52,143 - mmaction - INFO - Epoch [73][820/3757] lr: 6.545e-02, eta: 2 days, 22:28:25, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4984, loss_cls: 3.4746, loss: 3.4746, grad_norm: 2.4636 2020-07-25 20:45:03,413 - mmaction - INFO - Epoch [73][840/3757] lr: 6.545e-02, eta: 2 days, 22:28:09, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4813, loss_cls: 3.5750, loss: 3.5750, grad_norm: 2.5318 2020-07-25 20:45:14,859 - mmaction - INFO - Epoch [73][860/3757] lr: 6.545e-02, eta: 2 days, 22:27:53, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4844, loss_cls: 3.5172, loss: 3.5172, grad_norm: 2.3763 2020-07-25 20:45:26,211 - mmaction - INFO - Epoch [73][880/3757] lr: 6.545e-02, eta: 2 days, 22:27:37, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5234, loss_cls: 3.4421, loss: 3.4421, grad_norm: 2.4008 2020-07-25 20:45:37,598 - mmaction - INFO - Epoch [73][900/3757] lr: 6.545e-02, eta: 2 days, 22:27:21, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2641, top5_acc: 0.5031, loss_cls: 3.5141, loss: 3.5141, grad_norm: 2.4457 2020-07-25 20:45:49,015 - mmaction - INFO - Epoch [73][920/3757] lr: 6.545e-02, eta: 2 days, 22:27:05, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.5211, loss_cls: 3.4597, loss: 3.4597, grad_norm: 2.4093 2020-07-25 20:46:00,422 - mmaction - INFO - Epoch [73][940/3757] lr: 6.545e-02, eta: 2 days, 22:26:50, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5156, loss_cls: 3.4416, loss: 3.4416, grad_norm: 2.3909 2020-07-25 20:46:11,895 - mmaction - INFO - Epoch [73][960/3757] lr: 6.545e-02, eta: 2 days, 22:26:34, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5227, loss_cls: 3.4092, loss: 3.4092, grad_norm: 2.4635 2020-07-25 20:46:23,247 - mmaction - INFO - Epoch [73][980/3757] lr: 6.545e-02, eta: 2 days, 22:26:18, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4891, loss_cls: 3.5297, loss: 3.5297, grad_norm: 2.5189 2020-07-25 20:46:34,597 - mmaction - INFO - Epoch [73][1000/3757] lr: 6.545e-02, eta: 2 days, 22:26:02, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5312, loss_cls: 3.3354, loss: 3.3354, grad_norm: 2.4476 2020-07-25 20:46:45,979 - mmaction - INFO - Epoch [73][1020/3757] lr: 6.545e-02, eta: 2 days, 22:25:46, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.5016, loss_cls: 3.5199, loss: 3.5199, grad_norm: 2.5822 2020-07-25 20:46:57,371 - mmaction - INFO - Epoch [73][1040/3757] lr: 6.545e-02, eta: 2 days, 22:25:30, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4789, loss_cls: 3.5407, loss: 3.5407, grad_norm: 2.4776 2020-07-25 20:47:08,744 - mmaction - INFO - Epoch [73][1060/3757] lr: 6.545e-02, eta: 2 days, 22:25:15, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5047, loss_cls: 3.4609, loss: 3.4609, grad_norm: 2.4303 2020-07-25 20:47:20,123 - mmaction - INFO - Epoch [73][1080/3757] lr: 6.545e-02, eta: 2 days, 22:24:59, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5031, loss_cls: 3.4898, loss: 3.4898, grad_norm: 2.4488 2020-07-25 20:47:31,428 - mmaction - INFO - Epoch [73][1100/3757] lr: 6.545e-02, eta: 2 days, 22:24:43, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5188, loss_cls: 3.3637, loss: 3.3637, grad_norm: 2.4522 2020-07-25 20:47:42,725 - mmaction - INFO - Epoch [73][1120/3757] lr: 6.545e-02, eta: 2 days, 22:24:27, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.4859, loss_cls: 3.5496, loss: 3.5496, grad_norm: 2.5676 2020-07-25 20:47:54,192 - mmaction - INFO - Epoch [73][1140/3757] lr: 6.545e-02, eta: 2 days, 22:24:11, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.4906, loss_cls: 3.5419, loss: 3.5419, grad_norm: 2.4200 2020-07-25 20:48:05,674 - mmaction - INFO - Epoch [73][1160/3757] lr: 6.545e-02, eta: 2 days, 22:23:56, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4820, loss_cls: 3.5386, loss: 3.5386, grad_norm: 2.4352 2020-07-25 20:48:17,209 - mmaction - INFO - Epoch [73][1180/3757] lr: 6.545e-02, eta: 2 days, 22:23:40, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5117, loss_cls: 3.5090, loss: 3.5090, grad_norm: 2.4285 2020-07-25 20:48:28,565 - mmaction - INFO - Epoch [73][1200/3757] lr: 6.545e-02, eta: 2 days, 22:23:24, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5312, loss_cls: 3.3828, loss: 3.3828, grad_norm: 2.4042 2020-07-25 20:48:39,993 - mmaction - INFO - Epoch [73][1220/3757] lr: 6.545e-02, eta: 2 days, 22:23:09, time: 0.572, data_time: 0.008, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4961, loss_cls: 3.4419, loss: 3.4419, grad_norm: 2.4973 2020-07-25 20:48:51,391 - mmaction - INFO - Epoch [73][1240/3757] lr: 6.545e-02, eta: 2 days, 22:22:53, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5266, loss_cls: 3.4493, loss: 3.4493, grad_norm: 2.5315 2020-07-25 20:49:02,728 - mmaction - INFO - Epoch [73][1260/3757] lr: 6.545e-02, eta: 2 days, 22:22:37, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5383, loss_cls: 3.3362, loss: 3.3362, grad_norm: 2.5059 2020-07-25 20:49:14,087 - mmaction - INFO - Epoch [73][1280/3757] lr: 6.545e-02, eta: 2 days, 22:22:21, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4836, loss_cls: 3.5032, loss: 3.5032, grad_norm: 2.4303 2020-07-25 20:49:25,503 - mmaction - INFO - Epoch [73][1300/3757] lr: 6.545e-02, eta: 2 days, 22:22:05, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5336, loss_cls: 3.3935, loss: 3.3935, grad_norm: 2.4083 2020-07-25 20:49:36,993 - mmaction - INFO - Epoch [73][1320/3757] lr: 6.545e-02, eta: 2 days, 22:21:50, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4758, loss_cls: 3.6390, loss: 3.6390, grad_norm: 2.5251 2020-07-25 20:49:48,426 - mmaction - INFO - Epoch [73][1340/3757] lr: 6.545e-02, eta: 2 days, 22:21:34, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.5047, loss_cls: 3.5137, loss: 3.5137, grad_norm: 2.4526 2020-07-25 20:49:59,771 - mmaction - INFO - Epoch [73][1360/3757] lr: 6.545e-02, eta: 2 days, 22:21:18, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4805, loss_cls: 3.5129, loss: 3.5129, grad_norm: 2.4826 2020-07-25 20:50:11,005 - mmaction - INFO - Epoch [73][1380/3757] lr: 6.545e-02, eta: 2 days, 22:21:02, time: 0.561, data_time: 0.004, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4891, loss_cls: 3.6029, loss: 3.6029, grad_norm: 2.4067 2020-07-25 20:50:22,455 - mmaction - INFO - Epoch [73][1400/3757] lr: 6.545e-02, eta: 2 days, 22:20:46, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2625, top5_acc: 0.4969, loss_cls: 3.4681, loss: 3.4681, grad_norm: 2.3668 2020-07-25 20:50:33,810 - mmaction - INFO - Epoch [73][1420/3757] lr: 6.545e-02, eta: 2 days, 22:20:30, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.4930, loss_cls: 3.5485, loss: 3.5485, grad_norm: 2.4855 2020-07-25 20:50:45,537 - mmaction - INFO - Epoch [73][1440/3757] lr: 6.545e-02, eta: 2 days, 22:20:15, time: 0.586, data_time: 0.019, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5219, loss_cls: 3.4228, loss: 3.4228, grad_norm: 2.4689 2020-07-25 20:50:57,286 - mmaction - INFO - Epoch [73][1460/3757] lr: 6.545e-02, eta: 2 days, 22:20:01, time: 0.587, data_time: 0.024, memory: 5232, top1_acc: 0.2547, top5_acc: 0.5109, loss_cls: 3.4580, loss: 3.4580, grad_norm: 2.5109 2020-07-25 20:51:09,043 - mmaction - INFO - Epoch [73][1480/3757] lr: 6.545e-02, eta: 2 days, 22:19:46, time: 0.588, data_time: 0.022, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4875, loss_cls: 3.5795, loss: 3.5795, grad_norm: 2.5488 2020-07-25 20:51:20,712 - mmaction - INFO - Epoch [73][1500/3757] lr: 6.545e-02, eta: 2 days, 22:19:31, time: 0.584, data_time: 0.017, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5156, loss_cls: 3.4149, loss: 3.4149, grad_norm: 2.4203 2020-07-25 20:51:32,541 - mmaction - INFO - Epoch [73][1520/3757] lr: 6.545e-02, eta: 2 days, 22:19:16, time: 0.591, data_time: 0.019, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5203, loss_cls: 3.4721, loss: 3.4721, grad_norm: 2.4984 2020-07-25 20:51:43,921 - mmaction - INFO - Epoch [73][1540/3757] lr: 6.545e-02, eta: 2 days, 22:19:01, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4977, loss_cls: 3.5078, loss: 3.5078, grad_norm: 2.4698 2020-07-25 20:51:55,400 - mmaction - INFO - Epoch [73][1560/3757] lr: 6.545e-02, eta: 2 days, 22:18:45, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5125, loss_cls: 3.3887, loss: 3.3887, grad_norm: 2.4905 2020-07-25 20:52:06,818 - mmaction - INFO - Epoch [73][1580/3757] lr: 6.545e-02, eta: 2 days, 22:18:29, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4953, loss_cls: 3.5225, loss: 3.5225, grad_norm: 2.4453 2020-07-25 20:52:18,216 - mmaction - INFO - Epoch [73][1600/3757] lr: 6.545e-02, eta: 2 days, 22:18:14, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4797, loss_cls: 3.5877, loss: 3.5877, grad_norm: 2.4880 2020-07-25 20:52:29,669 - mmaction - INFO - Epoch [73][1620/3757] lr: 6.545e-02, eta: 2 days, 22:17:58, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.4977, loss_cls: 3.4876, loss: 3.4876, grad_norm: 2.3952 2020-07-25 20:52:41,041 - mmaction - INFO - Epoch [73][1640/3757] lr: 6.545e-02, eta: 2 days, 22:17:42, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4914, loss_cls: 3.5054, loss: 3.5054, grad_norm: 2.4369 2020-07-25 20:52:52,507 - mmaction - INFO - Epoch [73][1660/3757] lr: 6.545e-02, eta: 2 days, 22:17:27, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5109, loss_cls: 3.4367, loss: 3.4367, grad_norm: 2.5030 2020-07-25 20:53:03,879 - mmaction - INFO - Epoch [73][1680/3757] lr: 6.545e-02, eta: 2 days, 22:17:11, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.4844, loss_cls: 3.4872, loss: 3.4872, grad_norm: 2.4802 2020-07-25 20:53:15,392 - mmaction - INFO - Epoch [73][1700/3757] lr: 6.545e-02, eta: 2 days, 22:16:55, time: 0.575, data_time: 0.002, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4945, loss_cls: 3.5133, loss: 3.5133, grad_norm: 2.4768 2020-07-25 20:53:26,845 - mmaction - INFO - Epoch [73][1720/3757] lr: 6.545e-02, eta: 2 days, 22:16:40, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.4961, loss_cls: 3.5514, loss: 3.5514, grad_norm: 2.5137 2020-07-25 20:53:38,400 - mmaction - INFO - Epoch [73][1740/3757] lr: 6.545e-02, eta: 2 days, 22:16:24, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5023, loss_cls: 3.4392, loss: 3.4392, grad_norm: 2.4280 2020-07-25 20:53:49,806 - mmaction - INFO - Epoch [73][1760/3757] lr: 6.545e-02, eta: 2 days, 22:16:09, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5000, loss_cls: 3.4607, loss: 3.4607, grad_norm: 2.4286 2020-07-25 20:54:01,240 - mmaction - INFO - Epoch [73][1780/3757] lr: 6.545e-02, eta: 2 days, 22:15:53, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2430, top5_acc: 0.5008, loss_cls: 3.5016, loss: 3.5016, grad_norm: 2.4285 2020-07-25 20:54:12,676 - mmaction - INFO - Epoch [73][1800/3757] lr: 6.545e-02, eta: 2 days, 22:15:37, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5188, loss_cls: 3.4235, loss: 3.4235, grad_norm: 2.4521 2020-07-25 20:54:24,093 - mmaction - INFO - Epoch [73][1820/3757] lr: 6.545e-02, eta: 2 days, 22:15:22, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5000, loss_cls: 3.4621, loss: 3.4621, grad_norm: 2.4409 2020-07-25 20:54:35,678 - mmaction - INFO - Epoch [73][1840/3757] lr: 6.545e-02, eta: 2 days, 22:15:06, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.5016, loss_cls: 3.4489, loss: 3.4489, grad_norm: 2.4418 2020-07-25 20:54:47,107 - mmaction - INFO - Epoch [73][1860/3757] lr: 6.545e-02, eta: 2 days, 22:14:51, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5125, loss_cls: 3.4689, loss: 3.4689, grad_norm: 2.4300 2020-07-25 20:54:58,614 - mmaction - INFO - Epoch [73][1880/3757] lr: 6.545e-02, eta: 2 days, 22:14:35, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5258, loss_cls: 3.4327, loss: 3.4327, grad_norm: 2.5066 2020-07-25 20:55:10,089 - mmaction - INFO - Epoch [73][1900/3757] lr: 6.545e-02, eta: 2 days, 22:14:20, time: 0.573, data_time: 0.009, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5203, loss_cls: 3.3826, loss: 3.3826, grad_norm: 2.4885 2020-07-25 20:55:21,425 - mmaction - INFO - Epoch [73][1920/3757] lr: 6.545e-02, eta: 2 days, 22:14:04, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4852, loss_cls: 3.5283, loss: 3.5283, grad_norm: 2.5629 2020-07-25 20:55:32,849 - mmaction - INFO - Epoch [73][1940/3757] lr: 6.545e-02, eta: 2 days, 22:13:48, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.5094, loss_cls: 3.4479, loss: 3.4479, grad_norm: 2.4258 2020-07-25 20:55:44,238 - mmaction - INFO - Epoch [73][1960/3757] lr: 6.545e-02, eta: 2 days, 22:13:32, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.5008, loss_cls: 3.5575, loss: 3.5575, grad_norm: 2.5395 2020-07-25 20:55:55,720 - mmaction - INFO - Epoch [73][1980/3757] lr: 6.545e-02, eta: 2 days, 22:13:17, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.5016, loss_cls: 3.5445, loss: 3.5445, grad_norm: 2.4081 2020-07-25 20:56:07,153 - mmaction - INFO - Epoch [73][2000/3757] lr: 6.545e-02, eta: 2 days, 22:13:01, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2273, top5_acc: 0.4789, loss_cls: 3.6102, loss: 3.6102, grad_norm: 2.4319 2020-07-25 20:56:18,675 - mmaction - INFO - Epoch [73][2020/3757] lr: 6.545e-02, eta: 2 days, 22:12:46, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.5078, loss_cls: 3.4768, loss: 3.4768, grad_norm: 2.4707 2020-07-25 20:56:30,092 - mmaction - INFO - Epoch [73][2040/3757] lr: 6.545e-02, eta: 2 days, 22:12:30, time: 0.571, data_time: 0.006, memory: 5232, top1_acc: 0.2336, top5_acc: 0.5117, loss_cls: 3.4933, loss: 3.4933, grad_norm: 2.4476 2020-07-25 20:56:41,592 - mmaction - INFO - Epoch [73][2060/3757] lr: 6.545e-02, eta: 2 days, 22:12:15, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5227, loss_cls: 3.3793, loss: 3.3793, grad_norm: 2.4504 2020-07-25 20:56:52,963 - mmaction - INFO - Epoch [73][2080/3757] lr: 6.545e-02, eta: 2 days, 22:11:59, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4898, loss_cls: 3.4853, loss: 3.4853, grad_norm: 2.4526 2020-07-25 20:57:04,440 - mmaction - INFO - Epoch [73][2100/3757] lr: 6.545e-02, eta: 2 days, 22:11:43, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4859, loss_cls: 3.5353, loss: 3.5353, grad_norm: 2.4950 2020-07-25 20:57:15,856 - mmaction - INFO - Epoch [73][2120/3757] lr: 6.545e-02, eta: 2 days, 22:11:28, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4984, loss_cls: 3.5057, loss: 3.5057, grad_norm: 2.4767 2020-07-25 20:57:27,155 - mmaction - INFO - Epoch [73][2140/3757] lr: 6.545e-02, eta: 2 days, 22:11:12, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4922, loss_cls: 3.5537, loss: 3.5537, grad_norm: 2.4041 2020-07-25 20:57:38,639 - mmaction - INFO - Epoch [73][2160/3757] lr: 6.545e-02, eta: 2 days, 22:10:56, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.5008, loss_cls: 3.5252, loss: 3.5252, grad_norm: 2.5264 2020-07-25 20:57:50,137 - mmaction - INFO - Epoch [73][2180/3757] lr: 6.545e-02, eta: 2 days, 22:10:41, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5031, loss_cls: 3.4207, loss: 3.4207, grad_norm: 2.4885 2020-07-25 20:58:01,383 - mmaction - INFO - Epoch [73][2200/3757] lr: 6.545e-02, eta: 2 days, 22:10:25, time: 0.562, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4742, loss_cls: 3.5608, loss: 3.5608, grad_norm: 2.5228 2020-07-25 20:58:12,739 - mmaction - INFO - Epoch [73][2220/3757] lr: 6.545e-02, eta: 2 days, 22:10:09, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5156, loss_cls: 3.4198, loss: 3.4198, grad_norm: 2.4169 2020-07-25 20:58:24,153 - mmaction - INFO - Epoch [73][2240/3757] lr: 6.545e-02, eta: 2 days, 22:09:53, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5203, loss_cls: 3.4189, loss: 3.4189, grad_norm: 2.4697 2020-07-25 20:58:35,579 - mmaction - INFO - Epoch [73][2260/3757] lr: 6.545e-02, eta: 2 days, 22:09:38, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2695, top5_acc: 0.4992, loss_cls: 3.4216, loss: 3.4216, grad_norm: 2.5268 2020-07-25 20:58:47,006 - mmaction - INFO - Epoch [73][2280/3757] lr: 6.545e-02, eta: 2 days, 22:09:22, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.5016, loss_cls: 3.5078, loss: 3.5078, grad_norm: 2.5533 2020-07-25 20:58:58,427 - mmaction - INFO - Epoch [73][2300/3757] lr: 6.545e-02, eta: 2 days, 22:09:06, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.5211, loss_cls: 3.4950, loss: 3.4950, grad_norm: 2.4795 2020-07-25 20:59:09,882 - mmaction - INFO - Epoch [73][2320/3757] lr: 6.545e-02, eta: 2 days, 22:08:51, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5289, loss_cls: 3.3503, loss: 3.3503, grad_norm: 2.4674 2020-07-25 20:59:21,419 - mmaction - INFO - Epoch [73][2340/3757] lr: 6.545e-02, eta: 2 days, 22:08:35, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.5094, loss_cls: 3.4458, loss: 3.4458, grad_norm: 2.5091 2020-07-25 20:59:33,038 - mmaction - INFO - Epoch [73][2360/3757] lr: 6.545e-02, eta: 2 days, 22:08:20, time: 0.581, data_time: 0.015, memory: 5232, top1_acc: 0.2594, top5_acc: 0.4727, loss_cls: 3.5539, loss: 3.5539, grad_norm: 2.4663 2020-07-25 20:59:44,483 - mmaction - INFO - Epoch [73][2380/3757] lr: 6.545e-02, eta: 2 days, 22:08:05, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4945, loss_cls: 3.4939, loss: 3.4939, grad_norm: 2.5030 2020-07-25 20:59:56,025 - mmaction - INFO - Epoch [73][2400/3757] lr: 6.545e-02, eta: 2 days, 22:07:49, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4945, loss_cls: 3.4880, loss: 3.4880, grad_norm: 2.5328 2020-07-25 21:00:13,185 - mmaction - INFO - Epoch [73][2420/3757] lr: 6.545e-02, eta: 2 days, 22:07:50, time: 0.856, data_time: 0.011, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4922, loss_cls: 3.5344, loss: 3.5344, grad_norm: 2.5173 2020-07-25 21:00:24,807 - mmaction - INFO - Epoch [73][2440/3757] lr: 6.545e-02, eta: 2 days, 22:07:35, time: 0.583, data_time: 0.006, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5203, loss_cls: 3.3796, loss: 3.3796, grad_norm: 2.4434 2020-07-25 21:00:36,338 - mmaction - INFO - Epoch [73][2460/3757] lr: 6.545e-02, eta: 2 days, 22:07:20, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4844, loss_cls: 3.5694, loss: 3.5694, grad_norm: 2.5293 2020-07-25 21:00:47,789 - mmaction - INFO - Epoch [73][2480/3757] lr: 6.545e-02, eta: 2 days, 22:07:04, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.5078, loss_cls: 3.4832, loss: 3.4832, grad_norm: 2.5221 2020-07-25 21:00:59,273 - mmaction - INFO - Epoch [73][2500/3757] lr: 6.545e-02, eta: 2 days, 22:06:49, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4758, loss_cls: 3.5656, loss: 3.5656, grad_norm: 2.5050 2020-07-25 21:01:10,614 - mmaction - INFO - Epoch [73][2520/3757] lr: 6.545e-02, eta: 2 days, 22:06:33, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.4945, loss_cls: 3.5473, loss: 3.5473, grad_norm: 2.4991 2020-07-25 21:01:21,961 - mmaction - INFO - Epoch [73][2540/3757] lr: 6.545e-02, eta: 2 days, 22:06:17, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4711, loss_cls: 3.5806, loss: 3.5806, grad_norm: 2.4352 2020-07-25 21:01:33,378 - mmaction - INFO - Epoch [73][2560/3757] lr: 6.545e-02, eta: 2 days, 22:06:01, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.5102, loss_cls: 3.4950, loss: 3.4950, grad_norm: 2.4346 2020-07-25 21:01:44,714 - mmaction - INFO - Epoch [73][2580/3757] lr: 6.545e-02, eta: 2 days, 22:05:45, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.4891, loss_cls: 3.5059, loss: 3.5059, grad_norm: 2.4385 2020-07-25 21:01:56,206 - mmaction - INFO - Epoch [73][2600/3757] lr: 6.545e-02, eta: 2 days, 22:05:30, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.4914, loss_cls: 3.5297, loss: 3.5297, grad_norm: 2.4335 2020-07-25 21:02:07,634 - mmaction - INFO - Epoch [73][2620/3757] lr: 6.545e-02, eta: 2 days, 22:05:14, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2617, top5_acc: 0.4859, loss_cls: 3.5124, loss: 3.5124, grad_norm: 2.5255 2020-07-25 21:02:19,133 - mmaction - INFO - Epoch [73][2640/3757] lr: 6.545e-02, eta: 2 days, 22:04:59, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.2641, top5_acc: 0.4945, loss_cls: 3.5015, loss: 3.5015, grad_norm: 2.4443 2020-07-25 21:02:30,651 - mmaction - INFO - Epoch [73][2660/3757] lr: 6.545e-02, eta: 2 days, 22:04:44, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.4883, loss_cls: 3.5340, loss: 3.5340, grad_norm: 2.4712 2020-07-25 21:02:42,156 - mmaction - INFO - Epoch [73][2680/3757] lr: 6.545e-02, eta: 2 days, 22:04:28, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.5180, loss_cls: 3.4473, loss: 3.4473, grad_norm: 2.3793 2020-07-25 21:02:53,634 - mmaction - INFO - Epoch [73][2700/3757] lr: 6.545e-02, eta: 2 days, 22:04:13, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5078, loss_cls: 3.4036, loss: 3.4036, grad_norm: 2.4376 2020-07-25 21:03:05,118 - mmaction - INFO - Epoch [73][2720/3757] lr: 6.545e-02, eta: 2 days, 22:03:57, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5195, loss_cls: 3.4492, loss: 3.4492, grad_norm: 2.5229 2020-07-25 21:03:16,614 - mmaction - INFO - Epoch [73][2740/3757] lr: 6.545e-02, eta: 2 days, 22:03:42, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.5156, loss_cls: 3.4375, loss: 3.4375, grad_norm: 2.4666 2020-07-25 21:03:28,037 - mmaction - INFO - Epoch [73][2760/3757] lr: 6.545e-02, eta: 2 days, 22:03:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5148, loss_cls: 3.4379, loss: 3.4379, grad_norm: 2.4573 2020-07-25 21:03:39,499 - mmaction - INFO - Epoch [73][2780/3757] lr: 6.545e-02, eta: 2 days, 22:03:11, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4922, loss_cls: 3.5572, loss: 3.5572, grad_norm: 2.5044 2020-07-25 21:03:50,984 - mmaction - INFO - Epoch [73][2800/3757] lr: 6.545e-02, eta: 2 days, 22:02:55, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4813, loss_cls: 3.5806, loss: 3.5806, grad_norm: 2.4914 2020-07-25 21:04:02,382 - mmaction - INFO - Epoch [73][2820/3757] lr: 6.545e-02, eta: 2 days, 22:02:40, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2562, top5_acc: 0.5086, loss_cls: 3.4475, loss: 3.4475, grad_norm: 2.4940 2020-07-25 21:04:13,884 - mmaction - INFO - Epoch [73][2840/3757] lr: 6.545e-02, eta: 2 days, 22:02:24, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.5000, loss_cls: 3.5710, loss: 3.5710, grad_norm: 2.5618 2020-07-25 21:04:25,296 - mmaction - INFO - Epoch [73][2860/3757] lr: 6.545e-02, eta: 2 days, 22:02:08, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4836, loss_cls: 3.5107, loss: 3.5107, grad_norm: 2.5248 2020-07-25 21:04:36,710 - mmaction - INFO - Epoch [73][2880/3757] lr: 6.545e-02, eta: 2 days, 22:01:53, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4742, loss_cls: 3.6115, loss: 3.6115, grad_norm: 2.4300 2020-07-25 21:04:48,160 - mmaction - INFO - Epoch [73][2900/3757] lr: 6.545e-02, eta: 2 days, 22:01:37, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5148, loss_cls: 3.4807, loss: 3.4807, grad_norm: 2.4650 2020-07-25 21:04:59,656 - mmaction - INFO - Epoch [73][2920/3757] lr: 6.545e-02, eta: 2 days, 22:01:22, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.4945, loss_cls: 3.4468, loss: 3.4468, grad_norm: 2.5318 2020-07-25 21:05:11,080 - mmaction - INFO - Epoch [73][2940/3757] lr: 6.545e-02, eta: 2 days, 22:01:06, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5016, loss_cls: 3.4239, loss: 3.4239, grad_norm: 2.5796 2020-07-25 21:05:22,521 - mmaction - INFO - Epoch [73][2960/3757] lr: 6.545e-02, eta: 2 days, 22:00:51, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2578, top5_acc: 0.4977, loss_cls: 3.4762, loss: 3.4762, grad_norm: 2.5084 2020-07-25 21:05:33,886 - mmaction - INFO - Epoch [73][2980/3757] lr: 6.545e-02, eta: 2 days, 22:00:35, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.4992, loss_cls: 3.4710, loss: 3.4710, grad_norm: 2.4268 2020-07-25 21:05:45,281 - mmaction - INFO - Epoch [73][3000/3757] lr: 6.545e-02, eta: 2 days, 22:00:19, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5289, loss_cls: 3.3907, loss: 3.3907, grad_norm: 2.4135 2020-07-25 21:05:56,700 - mmaction - INFO - Epoch [73][3020/3757] lr: 6.545e-02, eta: 2 days, 22:00:04, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5023, loss_cls: 3.4437, loss: 3.4437, grad_norm: 2.5134 2020-07-25 21:06:08,154 - mmaction - INFO - Epoch [73][3040/3757] lr: 6.545e-02, eta: 2 days, 21:59:48, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2656, top5_acc: 0.4813, loss_cls: 3.5613, loss: 3.5613, grad_norm: 2.5404 2020-07-25 21:06:19,572 - mmaction - INFO - Epoch [73][3060/3757] lr: 6.545e-02, eta: 2 days, 21:59:32, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.4898, loss_cls: 3.4836, loss: 3.4836, grad_norm: 2.4358 2020-07-25 21:06:30,958 - mmaction - INFO - Epoch [73][3080/3757] lr: 6.545e-02, eta: 2 days, 21:59:17, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4898, loss_cls: 3.5364, loss: 3.5364, grad_norm: 2.5310 2020-07-25 21:06:42,442 - mmaction - INFO - Epoch [73][3100/3757] lr: 6.545e-02, eta: 2 days, 21:59:01, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4766, loss_cls: 3.5875, loss: 3.5875, grad_norm: 2.4516 2020-07-25 21:06:53,857 - mmaction - INFO - Epoch [73][3120/3757] lr: 6.545e-02, eta: 2 days, 21:58:46, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2539, top5_acc: 0.5047, loss_cls: 3.4624, loss: 3.4624, grad_norm: 2.4998 2020-07-25 21:07:05,355 - mmaction - INFO - Epoch [73][3140/3757] lr: 6.545e-02, eta: 2 days, 21:58:30, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4758, loss_cls: 3.6072, loss: 3.6072, grad_norm: 2.4728 2020-07-25 21:07:16,884 - mmaction - INFO - Epoch [73][3160/3757] lr: 6.545e-02, eta: 2 days, 21:58:15, time: 0.576, data_time: 0.012, memory: 5232, top1_acc: 0.2578, top5_acc: 0.5164, loss_cls: 3.5141, loss: 3.5141, grad_norm: 2.4271 2020-07-25 21:07:28,256 - mmaction - INFO - Epoch [73][3180/3757] lr: 6.545e-02, eta: 2 days, 21:57:59, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.5094, loss_cls: 3.4657, loss: 3.4657, grad_norm: 2.3964 2020-07-25 21:07:39,617 - mmaction - INFO - Epoch [73][3200/3757] lr: 6.545e-02, eta: 2 days, 21:57:44, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4828, loss_cls: 3.5521, loss: 3.5521, grad_norm: 2.4526 2020-07-25 21:07:51,002 - mmaction - INFO - Epoch [73][3220/3757] lr: 6.545e-02, eta: 2 days, 21:57:28, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.4977, loss_cls: 3.3799, loss: 3.3799, grad_norm: 2.4127 2020-07-25 21:08:02,399 - mmaction - INFO - Epoch [73][3240/3757] lr: 6.545e-02, eta: 2 days, 21:57:12, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5305, loss_cls: 3.3656, loss: 3.3656, grad_norm: 2.4253 2020-07-25 21:08:13,806 - mmaction - INFO - Epoch [73][3260/3757] lr: 6.545e-02, eta: 2 days, 21:56:56, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5242, loss_cls: 3.4272, loss: 3.4272, grad_norm: 2.4993 2020-07-25 21:08:25,289 - mmaction - INFO - Epoch [73][3280/3757] lr: 6.545e-02, eta: 2 days, 21:56:41, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4945, loss_cls: 3.5638, loss: 3.5638, grad_norm: 2.5200 2020-07-25 21:08:36,798 - mmaction - INFO - Epoch [73][3300/3757] lr: 6.545e-02, eta: 2 days, 21:56:26, time: 0.575, data_time: 0.009, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5203, loss_cls: 3.4399, loss: 3.4399, grad_norm: 2.4581 2020-07-25 21:08:48,278 - mmaction - INFO - Epoch [73][3320/3757] lr: 6.545e-02, eta: 2 days, 21:56:10, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5031, loss_cls: 3.5222, loss: 3.5222, grad_norm: 2.4553 2020-07-25 21:08:59,635 - mmaction - INFO - Epoch [73][3340/3757] lr: 6.545e-02, eta: 2 days, 21:55:54, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.5008, loss_cls: 3.5016, loss: 3.5016, grad_norm: 2.4390 2020-07-25 21:09:11,155 - mmaction - INFO - Epoch [73][3360/3757] lr: 6.545e-02, eta: 2 days, 21:55:39, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.5000, loss_cls: 3.4532, loss: 3.4532, grad_norm: 2.4208 2020-07-25 21:09:22,641 - mmaction - INFO - Epoch [73][3380/3757] lr: 6.545e-02, eta: 2 days, 21:55:24, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.4977, loss_cls: 3.5021, loss: 3.5021, grad_norm: 2.4407 2020-07-25 21:09:34,066 - mmaction - INFO - Epoch [73][3400/3757] lr: 6.545e-02, eta: 2 days, 21:55:08, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5109, loss_cls: 3.4355, loss: 3.4355, grad_norm: 2.3794 2020-07-25 21:09:45,571 - mmaction - INFO - Epoch [73][3420/3757] lr: 6.545e-02, eta: 2 days, 21:54:53, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.5102, loss_cls: 3.4738, loss: 3.4738, grad_norm: 2.4646 2020-07-25 21:09:57,097 - mmaction - INFO - Epoch [73][3440/3757] lr: 6.545e-02, eta: 2 days, 21:54:38, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.4961, loss_cls: 3.4975, loss: 3.4975, grad_norm: 2.3950 2020-07-25 21:10:08,614 - mmaction - INFO - Epoch [73][3460/3757] lr: 6.545e-02, eta: 2 days, 21:54:22, time: 0.575, data_time: 0.002, memory: 5232, top1_acc: 0.2328, top5_acc: 0.4883, loss_cls: 3.5523, loss: 3.5523, grad_norm: 2.4603 2020-07-25 21:10:20,188 - mmaction - INFO - Epoch [73][3480/3757] lr: 6.545e-02, eta: 2 days, 21:54:07, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5133, loss_cls: 3.4410, loss: 3.4410, grad_norm: 2.4314 2020-07-25 21:10:31,637 - mmaction - INFO - Epoch [73][3500/3757] lr: 6.545e-02, eta: 2 days, 21:53:52, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5078, loss_cls: 3.4275, loss: 3.4275, grad_norm: 2.5218 2020-07-25 21:10:43,082 - mmaction - INFO - Epoch [73][3520/3757] lr: 6.545e-02, eta: 2 days, 21:53:36, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5078, loss_cls: 3.4478, loss: 3.4478, grad_norm: 2.4402 2020-07-25 21:10:54,470 - mmaction - INFO - Epoch [73][3540/3757] lr: 6.545e-02, eta: 2 days, 21:53:20, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5125, loss_cls: 3.4601, loss: 3.4601, grad_norm: 2.4985 2020-07-25 21:11:05,912 - mmaction - INFO - Epoch [73][3560/3757] lr: 6.545e-02, eta: 2 days, 21:53:05, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2336, top5_acc: 0.4844, loss_cls: 3.5912, loss: 3.5912, grad_norm: 2.4960 2020-07-25 21:11:17,317 - mmaction - INFO - Epoch [73][3580/3757] lr: 6.545e-02, eta: 2 days, 21:52:49, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5133, loss_cls: 3.3823, loss: 3.3823, grad_norm: 2.3514 2020-07-25 21:11:28,659 - mmaction - INFO - Epoch [73][3600/3757] lr: 6.545e-02, eta: 2 days, 21:52:33, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.4969, loss_cls: 3.4799, loss: 3.4799, grad_norm: 2.5346 2020-07-25 21:11:40,152 - mmaction - INFO - Epoch [73][3620/3757] lr: 6.545e-02, eta: 2 days, 21:52:18, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.5078, loss_cls: 3.4206, loss: 3.4206, grad_norm: 2.4465 2020-07-25 21:11:51,626 - mmaction - INFO - Epoch [73][3640/3757] lr: 6.545e-02, eta: 2 days, 21:52:03, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5008, loss_cls: 3.4385, loss: 3.4385, grad_norm: 2.4612 2020-07-25 21:12:03,037 - mmaction - INFO - Epoch [73][3660/3757] lr: 6.545e-02, eta: 2 days, 21:51:47, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5180, loss_cls: 3.3944, loss: 3.3944, grad_norm: 2.5271 2020-07-25 21:12:14,443 - mmaction - INFO - Epoch [73][3680/3757] lr: 6.545e-02, eta: 2 days, 21:51:31, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5102, loss_cls: 3.4443, loss: 3.4443, grad_norm: 2.5064 2020-07-25 21:12:25,875 - mmaction - INFO - Epoch [73][3700/3757] lr: 6.545e-02, eta: 2 days, 21:51:16, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4992, loss_cls: 3.5301, loss: 3.5301, grad_norm: 2.4892 2020-07-25 21:12:37,293 - mmaction - INFO - Epoch [73][3720/3757] lr: 6.545e-02, eta: 2 days, 21:51:00, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.5023, loss_cls: 3.5206, loss: 3.5206, grad_norm: 2.4831 2020-07-25 21:12:48,620 - mmaction - INFO - Epoch [73][3740/3757] lr: 6.545e-02, eta: 2 days, 21:50:44, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.5164, loss_cls: 3.4126, loss: 3.4126, grad_norm: 2.4738 2020-07-25 21:16:00,481 - mmaction - INFO - Epoch [74][20/3757] lr: 6.462e-02, eta: 2 days, 21:57:30, time: 8.765, data_time: 8.069, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4930, loss_cls: 3.5069, loss: 3.5069, grad_norm: 2.5078 2020-07-25 21:16:11,897 - mmaction - INFO - Epoch [74][40/3757] lr: 6.462e-02, eta: 2 days, 21:57:14, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5078, loss_cls: 3.4268, loss: 3.4268, grad_norm: 2.4471 2020-07-25 21:16:23,230 - mmaction - INFO - Epoch [74][60/3757] lr: 6.462e-02, eta: 2 days, 21:56:58, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5086, loss_cls: 3.4027, loss: 3.4027, grad_norm: 2.4417 2020-07-25 21:16:34,706 - mmaction - INFO - Epoch [74][80/3757] lr: 6.462e-02, eta: 2 days, 21:56:43, time: 0.574, data_time: 0.015, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5039, loss_cls: 3.4479, loss: 3.4479, grad_norm: 2.5093 2020-07-25 21:16:46,092 - mmaction - INFO - Epoch [74][100/3757] lr: 6.462e-02, eta: 2 days, 21:56:27, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2633, top5_acc: 0.5180, loss_cls: 3.4298, loss: 3.4298, grad_norm: 2.5494 2020-07-25 21:16:57,489 - mmaction - INFO - Epoch [74][120/3757] lr: 6.462e-02, eta: 2 days, 21:56:11, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5164, loss_cls: 3.4239, loss: 3.4239, grad_norm: 2.4615 2020-07-25 21:17:08,930 - mmaction - INFO - Epoch [74][140/3757] lr: 6.462e-02, eta: 2 days, 21:55:55, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4984, loss_cls: 3.4829, loss: 3.4829, grad_norm: 2.5365 2020-07-25 21:17:20,382 - mmaction - INFO - Epoch [74][160/3757] lr: 6.462e-02, eta: 2 days, 21:55:40, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4852, loss_cls: 3.5495, loss: 3.5495, grad_norm: 2.5313 2020-07-25 21:17:31,807 - mmaction - INFO - Epoch [74][180/3757] lr: 6.462e-02, eta: 2 days, 21:55:24, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.5008, loss_cls: 3.4523, loss: 3.4523, grad_norm: 2.5216 2020-07-25 21:17:43,232 - mmaction - INFO - Epoch [74][200/3757] lr: 6.462e-02, eta: 2 days, 21:55:09, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.5203, loss_cls: 3.3794, loss: 3.3794, grad_norm: 2.4829 2020-07-25 21:17:54,559 - mmaction - INFO - Epoch [74][220/3757] lr: 6.462e-02, eta: 2 days, 21:54:53, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.5016, loss_cls: 3.4811, loss: 3.4811, grad_norm: 2.4989 2020-07-25 21:18:06,013 - mmaction - INFO - Epoch [74][240/3757] lr: 6.462e-02, eta: 2 days, 21:54:37, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5078, loss_cls: 3.4252, loss: 3.4252, grad_norm: 2.4663 2020-07-25 21:18:17,386 - mmaction - INFO - Epoch [74][260/3757] lr: 6.462e-02, eta: 2 days, 21:54:21, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5102, loss_cls: 3.4602, loss: 3.4602, grad_norm: 2.5049 2020-07-25 21:18:28,642 - mmaction - INFO - Epoch [74][280/3757] lr: 6.462e-02, eta: 2 days, 21:54:05, time: 0.563, data_time: 0.002, memory: 5232, top1_acc: 0.2453, top5_acc: 0.5094, loss_cls: 3.4904, loss: 3.4904, grad_norm: 2.4751 2020-07-25 21:18:40,009 - mmaction - INFO - Epoch [74][300/3757] lr: 6.462e-02, eta: 2 days, 21:53:50, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2625, top5_acc: 0.5164, loss_cls: 3.5204, loss: 3.5204, grad_norm: 2.4495 2020-07-25 21:18:51,416 - mmaction - INFO - Epoch [74][320/3757] lr: 6.462e-02, eta: 2 days, 21:53:34, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.4938, loss_cls: 3.4853, loss: 3.4853, grad_norm: 2.4759 2020-07-25 21:19:02,723 - mmaction - INFO - Epoch [74][340/3757] lr: 6.462e-02, eta: 2 days, 21:53:18, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4844, loss_cls: 3.5036, loss: 3.5036, grad_norm: 2.4994 2020-07-25 21:19:14,086 - mmaction - INFO - Epoch [74][360/3757] lr: 6.462e-02, eta: 2 days, 21:53:02, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5266, loss_cls: 3.3396, loss: 3.3396, grad_norm: 2.4222 2020-07-25 21:19:25,512 - mmaction - INFO - Epoch [74][380/3757] lr: 6.462e-02, eta: 2 days, 21:52:46, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4750, loss_cls: 3.5902, loss: 3.5902, grad_norm: 2.5866 2020-07-25 21:19:36,957 - mmaction - INFO - Epoch [74][400/3757] lr: 6.462e-02, eta: 2 days, 21:52:31, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.5016, loss_cls: 3.4702, loss: 3.4702, grad_norm: 2.4647 2020-07-25 21:19:48,254 - mmaction - INFO - Epoch [74][420/3757] lr: 6.462e-02, eta: 2 days, 21:52:15, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.5031, loss_cls: 3.4584, loss: 3.4584, grad_norm: 2.5053 2020-07-25 21:19:59,656 - mmaction - INFO - Epoch [74][440/3757] lr: 6.462e-02, eta: 2 days, 21:51:59, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5141, loss_cls: 3.3896, loss: 3.3896, grad_norm: 2.4660 2020-07-25 21:20:11,036 - mmaction - INFO - Epoch [74][460/3757] lr: 6.462e-02, eta: 2 days, 21:51:44, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5086, loss_cls: 3.4733, loss: 3.4733, grad_norm: 2.5174 2020-07-25 21:20:22,504 - mmaction - INFO - Epoch [74][480/3757] lr: 6.462e-02, eta: 2 days, 21:51:28, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4984, loss_cls: 3.4926, loss: 3.4926, grad_norm: 2.4769 2020-07-25 21:20:33,843 - mmaction - INFO - Epoch [74][500/3757] lr: 6.462e-02, eta: 2 days, 21:51:12, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2641, top5_acc: 0.5133, loss_cls: 3.4429, loss: 3.4429, grad_norm: 2.4768 2020-07-25 21:20:45,185 - mmaction - INFO - Epoch [74][520/3757] lr: 6.462e-02, eta: 2 days, 21:50:56, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5023, loss_cls: 3.4730, loss: 3.4730, grad_norm: 2.5642 2020-07-25 21:20:56,678 - mmaction - INFO - Epoch [74][540/3757] lr: 6.462e-02, eta: 2 days, 21:50:41, time: 0.574, data_time: 0.010, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5039, loss_cls: 3.5346, loss: 3.5346, grad_norm: 2.5343 2020-07-25 21:21:07,945 - mmaction - INFO - Epoch [74][560/3757] lr: 6.462e-02, eta: 2 days, 21:50:25, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4992, loss_cls: 3.5540, loss: 3.5540, grad_norm: 2.4692 2020-07-25 21:21:19,322 - mmaction - INFO - Epoch [74][580/3757] lr: 6.462e-02, eta: 2 days, 21:50:09, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5078, loss_cls: 3.4508, loss: 3.4508, grad_norm: 2.4519 2020-07-25 21:21:30,707 - mmaction - INFO - Epoch [74][600/3757] lr: 6.462e-02, eta: 2 days, 21:49:53, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.4906, loss_cls: 3.5435, loss: 3.5435, grad_norm: 2.4786 2020-07-25 21:21:42,093 - mmaction - INFO - Epoch [74][620/3757] lr: 6.462e-02, eta: 2 days, 21:49:38, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.5156, loss_cls: 3.4678, loss: 3.4678, grad_norm: 2.4049 2020-07-25 21:21:53,573 - mmaction - INFO - Epoch [74][640/3757] lr: 6.462e-02, eta: 2 days, 21:49:22, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4906, loss_cls: 3.5338, loss: 3.5338, grad_norm: 2.4846 2020-07-25 21:22:05,021 - mmaction - INFO - Epoch [74][660/3757] lr: 6.462e-02, eta: 2 days, 21:49:07, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5023, loss_cls: 3.4556, loss: 3.4556, grad_norm: 2.4668 2020-07-25 21:22:16,483 - mmaction - INFO - Epoch [74][680/3757] lr: 6.462e-02, eta: 2 days, 21:48:51, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5070, loss_cls: 3.5455, loss: 3.5455, grad_norm: 2.4602 2020-07-25 21:22:27,826 - mmaction - INFO - Epoch [74][700/3757] lr: 6.462e-02, eta: 2 days, 21:48:35, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4742, loss_cls: 3.6335, loss: 3.6335, grad_norm: 2.4952 2020-07-25 21:22:39,285 - mmaction - INFO - Epoch [74][720/3757] lr: 6.462e-02, eta: 2 days, 21:48:20, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.4875, loss_cls: 3.5493, loss: 3.5493, grad_norm: 2.4572 2020-07-25 21:22:50,712 - mmaction - INFO - Epoch [74][740/3757] lr: 6.462e-02, eta: 2 days, 21:48:04, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.4914, loss_cls: 3.5652, loss: 3.5652, grad_norm: 2.4527 2020-07-25 21:23:02,084 - mmaction - INFO - Epoch [74][760/3757] lr: 6.462e-02, eta: 2 days, 21:47:48, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.4945, loss_cls: 3.5251, loss: 3.5251, grad_norm: 2.4602 2020-07-25 21:23:13,503 - mmaction - INFO - Epoch [74][780/3757] lr: 6.462e-02, eta: 2 days, 21:47:33, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5227, loss_cls: 3.4326, loss: 3.4326, grad_norm: 2.4627 2020-07-25 21:23:24,923 - mmaction - INFO - Epoch [74][800/3757] lr: 6.462e-02, eta: 2 days, 21:47:17, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4883, loss_cls: 3.5443, loss: 3.5443, grad_norm: 2.5060 2020-07-25 21:23:36,309 - mmaction - INFO - Epoch [74][820/3757] lr: 6.462e-02, eta: 2 days, 21:47:02, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5242, loss_cls: 3.4033, loss: 3.4033, grad_norm: 2.4610 2020-07-25 21:23:47,787 - mmaction - INFO - Epoch [74][840/3757] lr: 6.462e-02, eta: 2 days, 21:46:46, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.4977, loss_cls: 3.4604, loss: 3.4604, grad_norm: 2.4394 2020-07-25 21:23:59,148 - mmaction - INFO - Epoch [74][860/3757] lr: 6.462e-02, eta: 2 days, 21:46:30, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.5117, loss_cls: 3.4554, loss: 3.4554, grad_norm: 2.5838 2020-07-25 21:24:10,348 - mmaction - INFO - Epoch [74][880/3757] lr: 6.462e-02, eta: 2 days, 21:46:14, time: 0.560, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.4945, loss_cls: 3.5180, loss: 3.5180, grad_norm: 2.4828 2020-07-25 21:24:21,749 - mmaction - INFO - Epoch [74][900/3757] lr: 6.462e-02, eta: 2 days, 21:45:58, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.5023, loss_cls: 3.5158, loss: 3.5158, grad_norm: 2.5197 2020-07-25 21:24:33,174 - mmaction - INFO - Epoch [74][920/3757] lr: 6.462e-02, eta: 2 days, 21:45:43, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.5188, loss_cls: 3.4289, loss: 3.4289, grad_norm: 2.4485 2020-07-25 21:24:44,589 - mmaction - INFO - Epoch [74][940/3757] lr: 6.462e-02, eta: 2 days, 21:45:27, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.5047, loss_cls: 3.4257, loss: 3.4257, grad_norm: 2.4283 2020-07-25 21:24:56,066 - mmaction - INFO - Epoch [74][960/3757] lr: 6.462e-02, eta: 2 days, 21:45:12, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5125, loss_cls: 3.4867, loss: 3.4867, grad_norm: 2.4949 2020-07-25 21:25:07,473 - mmaction - INFO - Epoch [74][980/3757] lr: 6.462e-02, eta: 2 days, 21:44:56, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.4859, loss_cls: 3.4966, loss: 3.4966, grad_norm: 2.4586 2020-07-25 21:25:18,999 - mmaction - INFO - Epoch [74][1000/3757] lr: 6.462e-02, eta: 2 days, 21:44:41, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4953, loss_cls: 3.5841, loss: 3.5841, grad_norm: 2.4823 2020-07-25 21:25:30,323 - mmaction - INFO - Epoch [74][1020/3757] lr: 6.462e-02, eta: 2 days, 21:44:25, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5188, loss_cls: 3.4047, loss: 3.4047, grad_norm: 2.5499 2020-07-25 21:25:41,706 - mmaction - INFO - Epoch [74][1040/3757] lr: 6.462e-02, eta: 2 days, 21:44:09, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.5062, loss_cls: 3.5473, loss: 3.5473, grad_norm: 2.5576 2020-07-25 21:25:53,063 - mmaction - INFO - Epoch [74][1060/3757] lr: 6.462e-02, eta: 2 days, 21:43:54, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.4992, loss_cls: 3.4560, loss: 3.4560, grad_norm: 2.4705 2020-07-25 21:26:04,440 - mmaction - INFO - Epoch [74][1080/3757] lr: 6.462e-02, eta: 2 days, 21:43:38, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5234, loss_cls: 3.4062, loss: 3.4062, grad_norm: 2.5492 2020-07-25 21:26:15,873 - mmaction - INFO - Epoch [74][1100/3757] lr: 6.462e-02, eta: 2 days, 21:43:22, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4922, loss_cls: 3.5753, loss: 3.5753, grad_norm: 2.5928 2020-07-25 21:26:27,253 - mmaction - INFO - Epoch [74][1120/3757] lr: 6.462e-02, eta: 2 days, 21:43:07, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.5039, loss_cls: 3.4940, loss: 3.4940, grad_norm: 2.5045 2020-07-25 21:26:38,698 - mmaction - INFO - Epoch [74][1140/3757] lr: 6.462e-02, eta: 2 days, 21:42:51, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5102, loss_cls: 3.4384, loss: 3.4384, grad_norm: 2.4622 2020-07-25 21:26:50,137 - mmaction - INFO - Epoch [74][1160/3757] lr: 6.462e-02, eta: 2 days, 21:42:35, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.5164, loss_cls: 3.4958, loss: 3.4958, grad_norm: 2.5109 2020-07-25 21:27:01,530 - mmaction - INFO - Epoch [74][1180/3757] lr: 6.462e-02, eta: 2 days, 21:42:20, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5117, loss_cls: 3.4330, loss: 3.4330, grad_norm: 2.4632 2020-07-25 21:27:12,926 - mmaction - INFO - Epoch [74][1200/3757] lr: 6.462e-02, eta: 2 days, 21:42:04, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.4945, loss_cls: 3.5002, loss: 3.5002, grad_norm: 2.5841 2020-07-25 21:27:24,460 - mmaction - INFO - Epoch [74][1220/3757] lr: 6.462e-02, eta: 2 days, 21:41:49, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5227, loss_cls: 3.4554, loss: 3.4554, grad_norm: 2.4608 2020-07-25 21:27:35,887 - mmaction - INFO - Epoch [74][1240/3757] lr: 6.462e-02, eta: 2 days, 21:41:33, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5242, loss_cls: 3.4245, loss: 3.4245, grad_norm: 2.4521 2020-07-25 21:27:47,307 - mmaction - INFO - Epoch [74][1260/3757] lr: 6.462e-02, eta: 2 days, 21:41:18, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2633, top5_acc: 0.5164, loss_cls: 3.3860, loss: 3.3860, grad_norm: 2.4825 2020-07-25 21:27:58,713 - mmaction - INFO - Epoch [74][1280/3757] lr: 6.462e-02, eta: 2 days, 21:41:02, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4938, loss_cls: 3.5341, loss: 3.5341, grad_norm: 2.5232 2020-07-25 21:28:10,245 - mmaction - INFO - Epoch [74][1300/3757] lr: 6.462e-02, eta: 2 days, 21:40:47, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5203, loss_cls: 3.4722, loss: 3.4722, grad_norm: 2.4674 2020-07-25 21:28:21,597 - mmaction - INFO - Epoch [74][1320/3757] lr: 6.462e-02, eta: 2 days, 21:40:31, time: 0.568, data_time: 0.001, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4969, loss_cls: 3.5004, loss: 3.5004, grad_norm: 2.4287 2020-07-25 21:28:32,966 - mmaction - INFO - Epoch [74][1340/3757] lr: 6.462e-02, eta: 2 days, 21:40:15, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5055, loss_cls: 3.5205, loss: 3.5205, grad_norm: 2.3908 2020-07-25 21:28:44,400 - mmaction - INFO - Epoch [74][1360/3757] lr: 6.462e-02, eta: 2 days, 21:40:00, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4961, loss_cls: 3.4894, loss: 3.4894, grad_norm: 2.4249 2020-07-25 21:28:55,939 - mmaction - INFO - Epoch [74][1380/3757] lr: 6.462e-02, eta: 2 days, 21:39:45, time: 0.577, data_time: 0.011, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4977, loss_cls: 3.5365, loss: 3.5365, grad_norm: 2.5217 2020-07-25 21:29:07,339 - mmaction - INFO - Epoch [74][1400/3757] lr: 6.462e-02, eta: 2 days, 21:39:29, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.5055, loss_cls: 3.4218, loss: 3.4218, grad_norm: 2.4758 2020-07-25 21:29:18,819 - mmaction - INFO - Epoch [74][1420/3757] lr: 6.462e-02, eta: 2 days, 21:39:14, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4891, loss_cls: 3.5914, loss: 3.5914, grad_norm: 2.4813 2020-07-25 21:29:30,369 - mmaction - INFO - Epoch [74][1440/3757] lr: 6.462e-02, eta: 2 days, 21:38:58, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4906, loss_cls: 3.5344, loss: 3.5344, grad_norm: 2.4586 2020-07-25 21:29:41,776 - mmaction - INFO - Epoch [74][1460/3757] lr: 6.462e-02, eta: 2 days, 21:38:43, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5055, loss_cls: 3.4466, loss: 3.4466, grad_norm: 2.4326 2020-07-25 21:29:53,237 - mmaction - INFO - Epoch [74][1480/3757] lr: 6.462e-02, eta: 2 days, 21:38:27, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5164, loss_cls: 3.3694, loss: 3.3694, grad_norm: 2.4585 2020-07-25 21:30:04,647 - mmaction - INFO - Epoch [74][1500/3757] lr: 6.462e-02, eta: 2 days, 21:38:12, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5133, loss_cls: 3.4564, loss: 3.4564, grad_norm: 2.4861 2020-07-25 21:30:16,119 - mmaction - INFO - Epoch [74][1520/3757] lr: 6.462e-02, eta: 2 days, 21:37:56, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2641, top5_acc: 0.5125, loss_cls: 3.4241, loss: 3.4241, grad_norm: 2.4748 2020-07-25 21:30:27,481 - mmaction - INFO - Epoch [74][1540/3757] lr: 6.462e-02, eta: 2 days, 21:37:41, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4906, loss_cls: 3.5191, loss: 3.5191, grad_norm: 2.5330 2020-07-25 21:30:38,961 - mmaction - INFO - Epoch [74][1560/3757] lr: 6.462e-02, eta: 2 days, 21:37:25, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4820, loss_cls: 3.5603, loss: 3.5603, grad_norm: 2.4201 2020-07-25 21:30:50,373 - mmaction - INFO - Epoch [74][1580/3757] lr: 6.462e-02, eta: 2 days, 21:37:10, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.5008, loss_cls: 3.5051, loss: 3.5051, grad_norm: 2.4314 2020-07-25 21:31:01,708 - mmaction - INFO - Epoch [74][1600/3757] lr: 6.462e-02, eta: 2 days, 21:36:54, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4750, loss_cls: 3.5183, loss: 3.5183, grad_norm: 2.4397 2020-07-25 21:31:13,162 - mmaction - INFO - Epoch [74][1620/3757] lr: 6.462e-02, eta: 2 days, 21:36:38, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.5258, loss_cls: 3.4133, loss: 3.4133, grad_norm: 2.4750 2020-07-25 21:31:24,610 - mmaction - INFO - Epoch [74][1640/3757] lr: 6.462e-02, eta: 2 days, 21:36:23, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.5078, loss_cls: 3.4617, loss: 3.4617, grad_norm: 2.4829 2020-07-25 21:31:35,998 - mmaction - INFO - Epoch [74][1660/3757] lr: 6.462e-02, eta: 2 days, 21:36:07, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5211, loss_cls: 3.4521, loss: 3.4521, grad_norm: 2.4953 2020-07-25 21:31:47,461 - mmaction - INFO - Epoch [74][1680/3757] lr: 6.462e-02, eta: 2 days, 21:35:52, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5391, loss_cls: 3.3220, loss: 3.3220, grad_norm: 2.4812 2020-07-25 21:31:58,806 - mmaction - INFO - Epoch [74][1700/3757] lr: 6.462e-02, eta: 2 days, 21:35:36, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5031, loss_cls: 3.4292, loss: 3.4292, grad_norm: 2.4719 2020-07-25 21:32:10,198 - mmaction - INFO - Epoch [74][1720/3757] lr: 6.462e-02, eta: 2 days, 21:35:20, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5312, loss_cls: 3.4342, loss: 3.4342, grad_norm: 2.5683 2020-07-25 21:32:21,762 - mmaction - INFO - Epoch [74][1740/3757] lr: 6.462e-02, eta: 2 days, 21:35:05, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5133, loss_cls: 3.4734, loss: 3.4734, grad_norm: 2.5632 2020-07-25 21:32:33,105 - mmaction - INFO - Epoch [74][1760/3757] lr: 6.462e-02, eta: 2 days, 21:34:49, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4898, loss_cls: 3.5841, loss: 3.5841, grad_norm: 2.5620 2020-07-25 21:32:44,497 - mmaction - INFO - Epoch [74][1780/3757] lr: 6.462e-02, eta: 2 days, 21:34:34, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4789, loss_cls: 3.6477, loss: 3.6477, grad_norm: 2.4787 2020-07-25 21:32:55,894 - mmaction - INFO - Epoch [74][1800/3757] lr: 6.462e-02, eta: 2 days, 21:34:18, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5094, loss_cls: 3.4084, loss: 3.4084, grad_norm: 2.4184 2020-07-25 21:33:07,307 - mmaction - INFO - Epoch [74][1820/3757] lr: 6.462e-02, eta: 2 days, 21:34:03, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.5047, loss_cls: 3.4976, loss: 3.4976, grad_norm: 2.5250 2020-07-25 21:33:18,824 - mmaction - INFO - Epoch [74][1840/3757] lr: 6.462e-02, eta: 2 days, 21:33:47, time: 0.576, data_time: 0.002, memory: 5232, top1_acc: 0.2508, top5_acc: 0.5016, loss_cls: 3.5395, loss: 3.5395, grad_norm: 2.4694 2020-07-25 21:33:30,229 - mmaction - INFO - Epoch [74][1860/3757] lr: 6.462e-02, eta: 2 days, 21:33:32, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4898, loss_cls: 3.4893, loss: 3.4893, grad_norm: 2.4768 2020-07-25 21:33:41,614 - mmaction - INFO - Epoch [74][1880/3757] lr: 6.462e-02, eta: 2 days, 21:33:16, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4898, loss_cls: 3.5259, loss: 3.5259, grad_norm: 2.5076 2020-07-25 21:33:52,977 - mmaction - INFO - Epoch [74][1900/3757] lr: 6.462e-02, eta: 2 days, 21:33:00, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4859, loss_cls: 3.4909, loss: 3.4909, grad_norm: 2.5297 2020-07-25 21:34:04,423 - mmaction - INFO - Epoch [74][1920/3757] lr: 6.462e-02, eta: 2 days, 21:32:45, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4719, loss_cls: 3.6136, loss: 3.6136, grad_norm: 2.5287 2020-07-25 21:34:15,888 - mmaction - INFO - Epoch [74][1940/3757] lr: 6.462e-02, eta: 2 days, 21:32:29, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4852, loss_cls: 3.5227, loss: 3.5227, grad_norm: 2.3929 2020-07-25 21:34:27,289 - mmaction - INFO - Epoch [74][1960/3757] lr: 6.462e-02, eta: 2 days, 21:32:14, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4977, loss_cls: 3.5139, loss: 3.5139, grad_norm: 2.3916 2020-07-25 21:34:38,625 - mmaction - INFO - Epoch [74][1980/3757] lr: 6.462e-02, eta: 2 days, 21:31:58, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5164, loss_cls: 3.4017, loss: 3.4017, grad_norm: 2.5088 2020-07-25 21:34:49,997 - mmaction - INFO - Epoch [74][2000/3757] lr: 6.462e-02, eta: 2 days, 21:31:42, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5086, loss_cls: 3.4364, loss: 3.4364, grad_norm: 2.5336 2020-07-25 21:35:01,410 - mmaction - INFO - Epoch [74][2020/3757] lr: 6.462e-02, eta: 2 days, 21:31:27, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4859, loss_cls: 3.5362, loss: 3.5362, grad_norm: 2.5294 2020-07-25 21:35:12,782 - mmaction - INFO - Epoch [74][2040/3757] lr: 6.462e-02, eta: 2 days, 21:31:11, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.4852, loss_cls: 3.5440, loss: 3.5440, grad_norm: 2.4465 2020-07-25 21:35:24,171 - mmaction - INFO - Epoch [74][2060/3757] lr: 6.462e-02, eta: 2 days, 21:30:55, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5148, loss_cls: 3.4282, loss: 3.4282, grad_norm: 2.4389 2020-07-25 21:35:35,607 - mmaction - INFO - Epoch [74][2080/3757] lr: 6.462e-02, eta: 2 days, 21:30:40, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.5039, loss_cls: 3.4541, loss: 3.4541, grad_norm: 2.4757 2020-07-25 21:35:47,001 - mmaction - INFO - Epoch [74][2100/3757] lr: 6.462e-02, eta: 2 days, 21:30:24, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5312, loss_cls: 3.3782, loss: 3.3782, grad_norm: 2.4733 2020-07-25 21:35:58,467 - mmaction - INFO - Epoch [74][2120/3757] lr: 6.462e-02, eta: 2 days, 21:30:09, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.4984, loss_cls: 3.5188, loss: 3.5188, grad_norm: 2.4770 2020-07-25 21:36:09,764 - mmaction - INFO - Epoch [74][2140/3757] lr: 6.462e-02, eta: 2 days, 21:29:53, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5062, loss_cls: 3.4267, loss: 3.4267, grad_norm: 2.4588 2020-07-25 21:36:21,196 - mmaction - INFO - Epoch [74][2160/3757] lr: 6.462e-02, eta: 2 days, 21:29:38, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5070, loss_cls: 3.4371, loss: 3.4371, grad_norm: 2.5064 2020-07-25 21:36:32,526 - mmaction - INFO - Epoch [74][2180/3757] lr: 6.462e-02, eta: 2 days, 21:29:22, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4977, loss_cls: 3.5149, loss: 3.5149, grad_norm: 2.6661 2020-07-25 21:36:43,990 - mmaction - INFO - Epoch [74][2200/3757] lr: 6.462e-02, eta: 2 days, 21:29:06, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4953, loss_cls: 3.5344, loss: 3.5344, grad_norm: 2.5010 2020-07-25 21:36:55,433 - mmaction - INFO - Epoch [74][2220/3757] lr: 6.462e-02, eta: 2 days, 21:28:51, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4930, loss_cls: 3.5138, loss: 3.5138, grad_norm: 2.4931 2020-07-25 21:37:06,759 - mmaction - INFO - Epoch [74][2240/3757] lr: 6.462e-02, eta: 2 days, 21:28:35, time: 0.567, data_time: 0.004, memory: 5232, top1_acc: 0.2633, top5_acc: 0.5023, loss_cls: 3.4910, loss: 3.4910, grad_norm: 2.4452 2020-07-25 21:37:18,261 - mmaction - INFO - Epoch [74][2260/3757] lr: 6.462e-02, eta: 2 days, 21:28:20, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4977, loss_cls: 3.5121, loss: 3.5121, grad_norm: 2.4119 2020-07-25 21:37:29,667 - mmaction - INFO - Epoch [74][2280/3757] lr: 6.462e-02, eta: 2 days, 21:28:04, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.5008, loss_cls: 3.5292, loss: 3.5292, grad_norm: 2.5683 2020-07-25 21:37:41,146 - mmaction - INFO - Epoch [74][2300/3757] lr: 6.462e-02, eta: 2 days, 21:27:49, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5188, loss_cls: 3.4676, loss: 3.4676, grad_norm: 2.4992 2020-07-25 21:37:52,504 - mmaction - INFO - Epoch [74][2320/3757] lr: 6.462e-02, eta: 2 days, 21:27:33, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4930, loss_cls: 3.5067, loss: 3.5067, grad_norm: 2.5476 2020-07-25 21:38:03,790 - mmaction - INFO - Epoch [74][2340/3757] lr: 6.462e-02, eta: 2 days, 21:27:17, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4781, loss_cls: 3.5481, loss: 3.5481, grad_norm: 2.4355 2020-07-25 21:38:15,213 - mmaction - INFO - Epoch [74][2360/3757] lr: 6.462e-02, eta: 2 days, 21:27:02, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4813, loss_cls: 3.5736, loss: 3.5736, grad_norm: 2.4812 2020-07-25 21:38:26,542 - mmaction - INFO - Epoch [74][2380/3757] lr: 6.462e-02, eta: 2 days, 21:26:46, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4914, loss_cls: 3.5563, loss: 3.5563, grad_norm: 2.4608 2020-07-25 21:38:37,925 - mmaction - INFO - Epoch [74][2400/3757] lr: 6.462e-02, eta: 2 days, 21:26:30, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2594, top5_acc: 0.4945, loss_cls: 3.4986, loss: 3.4986, grad_norm: 2.3730 2020-07-25 21:38:49,361 - mmaction - INFO - Epoch [74][2420/3757] lr: 6.462e-02, eta: 2 days, 21:26:15, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5258, loss_cls: 3.3877, loss: 3.3877, grad_norm: 2.4554 2020-07-25 21:39:00,682 - mmaction - INFO - Epoch [74][2440/3757] lr: 6.462e-02, eta: 2 days, 21:25:59, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4938, loss_cls: 3.5409, loss: 3.5409, grad_norm: 2.5246 2020-07-25 21:39:12,119 - mmaction - INFO - Epoch [74][2460/3757] lr: 6.462e-02, eta: 2 days, 21:25:44, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.4656, loss_cls: 3.6373, loss: 3.6373, grad_norm: 2.5064 2020-07-25 21:39:23,452 - mmaction - INFO - Epoch [74][2480/3757] lr: 6.462e-02, eta: 2 days, 21:25:28, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.4891, loss_cls: 3.5053, loss: 3.5053, grad_norm: 2.4854 2020-07-25 21:39:34,841 - mmaction - INFO - Epoch [74][2500/3757] lr: 6.462e-02, eta: 2 days, 21:25:12, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5070, loss_cls: 3.4565, loss: 3.4565, grad_norm: 2.4682 2020-07-25 21:39:46,317 - mmaction - INFO - Epoch [74][2520/3757] lr: 6.462e-02, eta: 2 days, 21:24:57, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.5117, loss_cls: 3.4150, loss: 3.4150, grad_norm: 2.5003 2020-07-25 21:39:57,481 - mmaction - INFO - Epoch [74][2540/3757] lr: 6.462e-02, eta: 2 days, 21:24:41, time: 0.558, data_time: 0.002, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5086, loss_cls: 3.4465, loss: 3.4465, grad_norm: 2.4723 2020-07-25 21:40:08,739 - mmaction - INFO - Epoch [74][2560/3757] lr: 6.462e-02, eta: 2 days, 21:24:25, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.5031, loss_cls: 3.4768, loss: 3.4768, grad_norm: 2.4486 2020-07-25 21:40:20,164 - mmaction - INFO - Epoch [74][2580/3757] lr: 6.462e-02, eta: 2 days, 21:24:09, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4914, loss_cls: 3.5255, loss: 3.5255, grad_norm: 2.5059 2020-07-25 21:40:31,652 - mmaction - INFO - Epoch [74][2600/3757] lr: 6.462e-02, eta: 2 days, 21:23:54, time: 0.575, data_time: 0.006, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4766, loss_cls: 3.5439, loss: 3.5439, grad_norm: 2.4635 2020-07-25 21:40:43,027 - mmaction - INFO - Epoch [74][2620/3757] lr: 6.462e-02, eta: 2 days, 21:23:38, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.5008, loss_cls: 3.4841, loss: 3.4841, grad_norm: 2.4759 2020-07-25 21:40:54,402 - mmaction - INFO - Epoch [74][2640/3757] lr: 6.462e-02, eta: 2 days, 21:23:23, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.4992, loss_cls: 3.4586, loss: 3.4586, grad_norm: 2.4650 2020-07-25 21:41:05,875 - mmaction - INFO - Epoch [74][2660/3757] lr: 6.462e-02, eta: 2 days, 21:23:07, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4734, loss_cls: 3.5648, loss: 3.5648, grad_norm: 2.4690 2020-07-25 21:41:17,273 - mmaction - INFO - Epoch [74][2680/3757] lr: 6.462e-02, eta: 2 days, 21:22:52, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4852, loss_cls: 3.5326, loss: 3.5326, grad_norm: 2.4756 2020-07-25 21:41:28,645 - mmaction - INFO - Epoch [74][2700/3757] lr: 6.462e-02, eta: 2 days, 21:22:36, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5062, loss_cls: 3.3825, loss: 3.3825, grad_norm: 2.5022 2020-07-25 21:41:40,074 - mmaction - INFO - Epoch [74][2720/3757] lr: 6.462e-02, eta: 2 days, 21:22:21, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4734, loss_cls: 3.5596, loss: 3.5596, grad_norm: 2.5549 2020-07-25 21:41:51,607 - mmaction - INFO - Epoch [74][2740/3757] lr: 6.462e-02, eta: 2 days, 21:22:06, time: 0.576, data_time: 0.009, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5023, loss_cls: 3.5031, loss: 3.5031, grad_norm: 2.4848 2020-07-25 21:42:03,053 - mmaction - INFO - Epoch [74][2760/3757] lr: 6.462e-02, eta: 2 days, 21:21:50, time: 0.573, data_time: 0.001, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4875, loss_cls: 3.5402, loss: 3.5402, grad_norm: 2.4385 2020-07-25 21:42:14,472 - mmaction - INFO - Epoch [74][2780/3757] lr: 6.462e-02, eta: 2 days, 21:21:35, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5305, loss_cls: 3.4115, loss: 3.4115, grad_norm: 2.4986 2020-07-25 21:42:25,878 - mmaction - INFO - Epoch [74][2800/3757] lr: 6.462e-02, eta: 2 days, 21:21:19, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.4977, loss_cls: 3.5032, loss: 3.5032, grad_norm: 2.5675 2020-07-25 21:42:37,267 - mmaction - INFO - Epoch [74][2820/3757] lr: 6.462e-02, eta: 2 days, 21:21:03, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5172, loss_cls: 3.4553, loss: 3.4553, grad_norm: 2.5324 2020-07-25 21:42:48,731 - mmaction - INFO - Epoch [74][2840/3757] lr: 6.462e-02, eta: 2 days, 21:20:48, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2523, top5_acc: 0.5195, loss_cls: 3.4467, loss: 3.4467, grad_norm: 2.4975 2020-07-25 21:43:00,160 - mmaction - INFO - Epoch [74][2860/3757] lr: 6.462e-02, eta: 2 days, 21:20:33, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4922, loss_cls: 3.5294, loss: 3.5294, grad_norm: 2.5303 2020-07-25 21:43:11,552 - mmaction - INFO - Epoch [74][2880/3757] lr: 6.462e-02, eta: 2 days, 21:20:17, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4945, loss_cls: 3.5576, loss: 3.5576, grad_norm: 2.4437 2020-07-25 21:43:22,929 - mmaction - INFO - Epoch [74][2900/3757] lr: 6.462e-02, eta: 2 days, 21:20:01, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.5117, loss_cls: 3.4368, loss: 3.4368, grad_norm: 2.3703 2020-07-25 21:43:34,218 - mmaction - INFO - Epoch [74][2920/3757] lr: 6.462e-02, eta: 2 days, 21:19:46, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.5000, loss_cls: 3.4433, loss: 3.4433, grad_norm: 2.4682 2020-07-25 21:43:45,572 - mmaction - INFO - Epoch [74][2940/3757] lr: 6.462e-02, eta: 2 days, 21:19:30, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.5016, loss_cls: 3.4953, loss: 3.4953, grad_norm: 2.4543 2020-07-25 21:43:57,082 - mmaction - INFO - Epoch [74][2960/3757] lr: 6.462e-02, eta: 2 days, 21:19:15, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5164, loss_cls: 3.4239, loss: 3.4239, grad_norm: 2.4811 2020-07-25 21:44:08,504 - mmaction - INFO - Epoch [74][2980/3757] lr: 6.462e-02, eta: 2 days, 21:18:59, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4789, loss_cls: 3.5674, loss: 3.5674, grad_norm: 2.5831 2020-07-25 21:44:19,797 - mmaction - INFO - Epoch [74][3000/3757] lr: 6.462e-02, eta: 2 days, 21:18:43, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4625, loss_cls: 3.6140, loss: 3.6140, grad_norm: 2.4591 2020-07-25 21:44:31,301 - mmaction - INFO - Epoch [74][3020/3757] lr: 6.462e-02, eta: 2 days, 21:18:28, time: 0.575, data_time: 0.002, memory: 5232, top1_acc: 0.2523, top5_acc: 0.5289, loss_cls: 3.4627, loss: 3.4627, grad_norm: 2.4907 2020-07-25 21:44:42,878 - mmaction - INFO - Epoch [74][3040/3757] lr: 6.462e-02, eta: 2 days, 21:18:13, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.4867, loss_cls: 3.5832, loss: 3.5832, grad_norm: 2.4291 2020-07-25 21:44:54,296 - mmaction - INFO - Epoch [74][3060/3757] lr: 6.462e-02, eta: 2 days, 21:17:58, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.5008, loss_cls: 3.4888, loss: 3.4888, grad_norm: 2.5102 2020-07-25 21:45:05,653 - mmaction - INFO - Epoch [74][3080/3757] lr: 6.462e-02, eta: 2 days, 21:17:42, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4984, loss_cls: 3.5057, loss: 3.5057, grad_norm: 2.4662 2020-07-25 21:45:17,018 - mmaction - INFO - Epoch [74][3100/3757] lr: 6.462e-02, eta: 2 days, 21:17:26, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4820, loss_cls: 3.5896, loss: 3.5896, grad_norm: 2.5332 2020-07-25 21:45:28,386 - mmaction - INFO - Epoch [74][3120/3757] lr: 6.462e-02, eta: 2 days, 21:17:11, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5203, loss_cls: 3.3529, loss: 3.3529, grad_norm: 2.4795 2020-07-25 21:45:39,850 - mmaction - INFO - Epoch [74][3140/3757] lr: 6.462e-02, eta: 2 days, 21:16:55, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4992, loss_cls: 3.5097, loss: 3.5097, grad_norm: 2.4870 2020-07-25 21:45:51,207 - mmaction - INFO - Epoch [74][3160/3757] lr: 6.462e-02, eta: 2 days, 21:16:40, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4898, loss_cls: 3.5615, loss: 3.5615, grad_norm: 2.4544 2020-07-25 21:46:02,704 - mmaction - INFO - Epoch [74][3180/3757] lr: 6.462e-02, eta: 2 days, 21:16:24, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2344, top5_acc: 0.5023, loss_cls: 3.5139, loss: 3.5139, grad_norm: 2.4566 2020-07-25 21:46:14,114 - mmaction - INFO - Epoch [74][3200/3757] lr: 6.462e-02, eta: 2 days, 21:16:09, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4883, loss_cls: 3.5701, loss: 3.5701, grad_norm: 2.4681 2020-07-25 21:46:25,618 - mmaction - INFO - Epoch [74][3220/3757] lr: 6.462e-02, eta: 2 days, 21:15:54, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.5211, loss_cls: 3.4079, loss: 3.4079, grad_norm: 2.4618 2020-07-25 21:46:36,955 - mmaction - INFO - Epoch [74][3240/3757] lr: 6.462e-02, eta: 2 days, 21:15:38, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5148, loss_cls: 3.4624, loss: 3.4624, grad_norm: 2.4707 2020-07-25 21:46:48,332 - mmaction - INFO - Epoch [74][3260/3757] lr: 6.462e-02, eta: 2 days, 21:15:22, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4977, loss_cls: 3.4733, loss: 3.4733, grad_norm: 2.5021 2020-07-25 21:46:59,733 - mmaction - INFO - Epoch [74][3280/3757] lr: 6.462e-02, eta: 2 days, 21:15:07, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4859, loss_cls: 3.5729, loss: 3.5729, grad_norm: 2.5020 2020-07-25 21:47:11,085 - mmaction - INFO - Epoch [74][3300/3757] lr: 6.462e-02, eta: 2 days, 21:14:51, time: 0.568, data_time: 0.005, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5336, loss_cls: 3.4048, loss: 3.4048, grad_norm: 2.4381 2020-07-25 21:47:22,516 - mmaction - INFO - Epoch [74][3320/3757] lr: 6.462e-02, eta: 2 days, 21:14:36, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4977, loss_cls: 3.5133, loss: 3.5133, grad_norm: 2.4516 2020-07-25 21:47:33,949 - mmaction - INFO - Epoch [74][3340/3757] lr: 6.462e-02, eta: 2 days, 21:14:20, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.4898, loss_cls: 3.5400, loss: 3.5400, grad_norm: 2.5045 2020-07-25 21:47:45,295 - mmaction - INFO - Epoch [74][3360/3757] lr: 6.462e-02, eta: 2 days, 21:14:05, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.2625, top5_acc: 0.5211, loss_cls: 3.4188, loss: 3.4188, grad_norm: 2.4354 2020-07-25 21:47:56,594 - mmaction - INFO - Epoch [74][3380/3757] lr: 6.462e-02, eta: 2 days, 21:13:49, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.4969, loss_cls: 3.5608, loss: 3.5608, grad_norm: 2.4367 2020-07-25 21:48:07,947 - mmaction - INFO - Epoch [74][3400/3757] lr: 6.462e-02, eta: 2 days, 21:13:33, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2641, top5_acc: 0.5141, loss_cls: 3.5122, loss: 3.5122, grad_norm: 2.4629 2020-07-25 21:48:19,358 - mmaction - INFO - Epoch [74][3420/3757] lr: 6.462e-02, eta: 2 days, 21:13:18, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2586, top5_acc: 0.5125, loss_cls: 3.4449, loss: 3.4449, grad_norm: 2.5323 2020-07-25 21:48:30,642 - mmaction - INFO - Epoch [74][3440/3757] lr: 6.462e-02, eta: 2 days, 21:13:02, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5180, loss_cls: 3.4371, loss: 3.4371, grad_norm: 2.4814 2020-07-25 21:48:41,987 - mmaction - INFO - Epoch [74][3460/3757] lr: 6.462e-02, eta: 2 days, 21:12:46, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5062, loss_cls: 3.4887, loss: 3.4887, grad_norm: 2.4922 2020-07-25 21:48:53,393 - mmaction - INFO - Epoch [74][3480/3757] lr: 6.462e-02, eta: 2 days, 21:12:31, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.4859, loss_cls: 3.5433, loss: 3.5433, grad_norm: 2.4344 2020-07-25 21:49:04,826 - mmaction - INFO - Epoch [74][3500/3757] lr: 6.462e-02, eta: 2 days, 21:12:15, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5086, loss_cls: 3.4153, loss: 3.4153, grad_norm: 2.3851 2020-07-25 21:49:16,279 - mmaction - INFO - Epoch [74][3520/3757] lr: 6.462e-02, eta: 2 days, 21:12:00, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.5086, loss_cls: 3.4191, loss: 3.4191, grad_norm: 2.4609 2020-07-25 21:49:27,482 - mmaction - INFO - Epoch [74][3540/3757] lr: 6.462e-02, eta: 2 days, 21:11:44, time: 0.560, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4852, loss_cls: 3.5627, loss: 3.5627, grad_norm: 2.4831 2020-07-25 21:49:38,861 - mmaction - INFO - Epoch [74][3560/3757] lr: 6.462e-02, eta: 2 days, 21:11:28, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5180, loss_cls: 3.4023, loss: 3.4023, grad_norm: 2.4462 2020-07-25 21:49:50,279 - mmaction - INFO - Epoch [74][3580/3757] lr: 6.462e-02, eta: 2 days, 21:11:13, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4758, loss_cls: 3.5606, loss: 3.5606, grad_norm: 2.5457 2020-07-25 21:50:01,715 - mmaction - INFO - Epoch [74][3600/3757] lr: 6.462e-02, eta: 2 days, 21:10:57, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.4992, loss_cls: 3.5036, loss: 3.5036, grad_norm: 2.4478 2020-07-25 21:50:12,991 - mmaction - INFO - Epoch [74][3620/3757] lr: 6.462e-02, eta: 2 days, 21:10:42, time: 0.564, data_time: 0.001, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5023, loss_cls: 3.4890, loss: 3.4890, grad_norm: 2.4796 2020-07-25 21:50:24,395 - mmaction - INFO - Epoch [74][3640/3757] lr: 6.462e-02, eta: 2 days, 21:10:26, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4977, loss_cls: 3.4943, loss: 3.4943, grad_norm: 2.5443 2020-07-25 21:50:35,753 - mmaction - INFO - Epoch [74][3660/3757] lr: 6.462e-02, eta: 2 days, 21:10:11, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.4945, loss_cls: 3.5514, loss: 3.5514, grad_norm: 2.4741 2020-07-25 21:50:47,122 - mmaction - INFO - Epoch [74][3680/3757] lr: 6.462e-02, eta: 2 days, 21:09:55, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4906, loss_cls: 3.5295, loss: 3.5295, grad_norm: 2.4456 2020-07-25 21:50:58,620 - mmaction - INFO - Epoch [74][3700/3757] lr: 6.462e-02, eta: 2 days, 21:09:40, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.5070, loss_cls: 3.4558, loss: 3.4558, grad_norm: 2.4516 2020-07-25 21:51:09,979 - mmaction - INFO - Epoch [74][3720/3757] lr: 6.462e-02, eta: 2 days, 21:09:24, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.4727, loss_cls: 3.5905, loss: 3.5905, grad_norm: 2.5056 2020-07-25 21:51:21,348 - mmaction - INFO - Epoch [74][3740/3757] lr: 6.462e-02, eta: 2 days, 21:09:08, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.5078, loss_cls: 3.4801, loss: 3.4801, grad_norm: 2.4749 2020-07-25 21:54:29,685 - mmaction - INFO - Epoch [75][20/3757] lr: 6.378e-02, eta: 2 days, 21:15:35, time: 8.687, data_time: 7.999, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5016, loss_cls: 3.4435, loss: 3.4435, grad_norm: 2.4333 2020-07-25 21:54:40,985 - mmaction - INFO - Epoch [75][40/3757] lr: 6.378e-02, eta: 2 days, 21:15:19, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.4992, loss_cls: 3.4599, loss: 3.4599, grad_norm: 2.5291 2020-07-25 21:54:52,332 - mmaction - INFO - Epoch [75][60/3757] lr: 6.378e-02, eta: 2 days, 21:15:03, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5000, loss_cls: 3.4736, loss: 3.4736, grad_norm: 2.5617 2020-07-25 21:55:03,768 - mmaction - INFO - Epoch [75][80/3757] lr: 6.378e-02, eta: 2 days, 21:14:48, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.5219, loss_cls: 3.4523, loss: 3.4523, grad_norm: 2.5333 2020-07-25 21:55:15,049 - mmaction - INFO - Epoch [75][100/3757] lr: 6.378e-02, eta: 2 days, 21:14:32, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.5047, loss_cls: 3.4658, loss: 3.4658, grad_norm: 2.5302 2020-07-25 21:55:26,344 - mmaction - INFO - Epoch [75][120/3757] lr: 6.378e-02, eta: 2 days, 21:14:16, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4797, loss_cls: 3.5611, loss: 3.5611, grad_norm: 2.5343 2020-07-25 21:55:37,748 - mmaction - INFO - Epoch [75][140/3757] lr: 6.378e-02, eta: 2 days, 21:14:00, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5062, loss_cls: 3.3774, loss: 3.3774, grad_norm: 2.4823 2020-07-25 21:55:49,143 - mmaction - INFO - Epoch [75][160/3757] lr: 6.378e-02, eta: 2 days, 21:13:45, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5141, loss_cls: 3.4068, loss: 3.4068, grad_norm: 2.5274 2020-07-25 21:56:00,513 - mmaction - INFO - Epoch [75][180/3757] lr: 6.378e-02, eta: 2 days, 21:13:29, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5141, loss_cls: 3.3970, loss: 3.3970, grad_norm: 2.5015 2020-07-25 21:56:11,872 - mmaction - INFO - Epoch [75][200/3757] lr: 6.378e-02, eta: 2 days, 21:13:13, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5188, loss_cls: 3.5157, loss: 3.5157, grad_norm: 2.4627 2020-07-25 21:56:23,372 - mmaction - INFO - Epoch [75][220/3757] lr: 6.378e-02, eta: 2 days, 21:12:58, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5250, loss_cls: 3.3566, loss: 3.3566, grad_norm: 2.4803 2020-07-25 21:56:34,782 - mmaction - INFO - Epoch [75][240/3757] lr: 6.378e-02, eta: 2 days, 21:12:43, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5000, loss_cls: 3.3913, loss: 3.3913, grad_norm: 2.4783 2020-07-25 21:56:46,152 - mmaction - INFO - Epoch [75][260/3757] lr: 6.378e-02, eta: 2 days, 21:12:27, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5258, loss_cls: 3.4340, loss: 3.4340, grad_norm: 2.5644 2020-07-25 21:56:57,479 - mmaction - INFO - Epoch [75][280/3757] lr: 6.378e-02, eta: 2 days, 21:12:11, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.4883, loss_cls: 3.5508, loss: 3.5508, grad_norm: 2.6062 2020-07-25 21:57:08,775 - mmaction - INFO - Epoch [75][300/3757] lr: 6.378e-02, eta: 2 days, 21:11:55, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5148, loss_cls: 3.3950, loss: 3.3950, grad_norm: 2.5069 2020-07-25 21:57:20,234 - mmaction - INFO - Epoch [75][320/3757] lr: 6.378e-02, eta: 2 days, 21:11:40, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5398, loss_cls: 3.2892, loss: 3.2892, grad_norm: 2.4434 2020-07-25 21:57:31,724 - mmaction - INFO - Epoch [75][340/3757] lr: 6.378e-02, eta: 2 days, 21:11:25, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.5023, loss_cls: 3.4454, loss: 3.4454, grad_norm: 2.5742 2020-07-25 21:57:43,278 - mmaction - INFO - Epoch [75][360/3757] lr: 6.378e-02, eta: 2 days, 21:11:09, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4977, loss_cls: 3.4589, loss: 3.4589, grad_norm: 2.5315 2020-07-25 21:57:54,638 - mmaction - INFO - Epoch [75][380/3757] lr: 6.378e-02, eta: 2 days, 21:10:54, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5055, loss_cls: 3.4661, loss: 3.4661, grad_norm: 2.4771 2020-07-25 21:58:06,088 - mmaction - INFO - Epoch [75][400/3757] lr: 6.378e-02, eta: 2 days, 21:10:38, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5117, loss_cls: 3.4187, loss: 3.4187, grad_norm: 2.4905 2020-07-25 21:58:17,512 - mmaction - INFO - Epoch [75][420/3757] lr: 6.378e-02, eta: 2 days, 21:10:23, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5258, loss_cls: 3.4195, loss: 3.4195, grad_norm: 2.5063 2020-07-25 21:58:28,881 - mmaction - INFO - Epoch [75][440/3757] lr: 6.378e-02, eta: 2 days, 21:10:07, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.5047, loss_cls: 3.4143, loss: 3.4143, grad_norm: 2.4815 2020-07-25 21:58:40,277 - mmaction - INFO - Epoch [75][460/3757] lr: 6.378e-02, eta: 2 days, 21:09:52, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4984, loss_cls: 3.4846, loss: 3.4846, grad_norm: 2.5615 2020-07-25 21:58:51,603 - mmaction - INFO - Epoch [75][480/3757] lr: 6.378e-02, eta: 2 days, 21:09:36, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.4992, loss_cls: 3.4972, loss: 3.4972, grad_norm: 2.4740 2020-07-25 21:59:03,009 - mmaction - INFO - Epoch [75][500/3757] lr: 6.378e-02, eta: 2 days, 21:09:20, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.4891, loss_cls: 3.5019, loss: 3.5019, grad_norm: 2.4132 2020-07-25 21:59:14,299 - mmaction - INFO - Epoch [75][520/3757] lr: 6.378e-02, eta: 2 days, 21:09:05, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.5102, loss_cls: 3.5214, loss: 3.5214, grad_norm: 2.4788 2020-07-25 21:59:25,623 - mmaction - INFO - Epoch [75][540/3757] lr: 6.378e-02, eta: 2 days, 21:08:49, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5125, loss_cls: 3.3806, loss: 3.3806, grad_norm: 2.4256 2020-07-25 21:59:36,992 - mmaction - INFO - Epoch [75][560/3757] lr: 6.378e-02, eta: 2 days, 21:08:33, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.4984, loss_cls: 3.4572, loss: 3.4572, grad_norm: 2.5010 2020-07-25 21:59:48,383 - mmaction - INFO - Epoch [75][580/3757] lr: 6.378e-02, eta: 2 days, 21:08:18, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4820, loss_cls: 3.5619, loss: 3.5619, grad_norm: 2.5386 2020-07-25 21:59:59,681 - mmaction - INFO - Epoch [75][600/3757] lr: 6.378e-02, eta: 2 days, 21:08:02, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5359, loss_cls: 3.3708, loss: 3.3708, grad_norm: 2.4728 2020-07-25 22:00:17,060 - mmaction - INFO - Epoch [75][620/3757] lr: 6.378e-02, eta: 2 days, 21:08:02, time: 0.866, data_time: 0.004, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5023, loss_cls: 3.4901, loss: 3.4901, grad_norm: 2.5131 2020-07-25 22:00:28,508 - mmaction - INFO - Epoch [75][640/3757] lr: 6.378e-02, eta: 2 days, 21:07:47, time: 0.575, data_time: 0.006, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5031, loss_cls: 3.4772, loss: 3.4772, grad_norm: 2.4320 2020-07-25 22:00:39,928 - mmaction - INFO - Epoch [75][660/3757] lr: 6.378e-02, eta: 2 days, 21:07:32, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5203, loss_cls: 3.4198, loss: 3.4198, grad_norm: 2.4731 2020-07-25 22:00:51,398 - mmaction - INFO - Epoch [75][680/3757] lr: 6.378e-02, eta: 2 days, 21:07:16, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5156, loss_cls: 3.3970, loss: 3.3970, grad_norm: 2.5443 2020-07-25 22:01:02,692 - mmaction - INFO - Epoch [75][700/3757] lr: 6.378e-02, eta: 2 days, 21:07:00, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5430, loss_cls: 3.3543, loss: 3.3543, grad_norm: 2.4845 2020-07-25 22:01:14,083 - mmaction - INFO - Epoch [75][720/3757] lr: 6.378e-02, eta: 2 days, 21:06:45, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4875, loss_cls: 3.5516, loss: 3.5516, grad_norm: 2.5726 2020-07-25 22:01:25,512 - mmaction - INFO - Epoch [75][740/3757] lr: 6.378e-02, eta: 2 days, 21:06:29, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4992, loss_cls: 3.4713, loss: 3.4713, grad_norm: 2.4861 2020-07-25 22:01:36,946 - mmaction - INFO - Epoch [75][760/3757] lr: 6.378e-02, eta: 2 days, 21:06:14, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4953, loss_cls: 3.5282, loss: 3.5282, grad_norm: 2.5812 2020-07-25 22:01:48,280 - mmaction - INFO - Epoch [75][780/3757] lr: 6.378e-02, eta: 2 days, 21:05:58, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5102, loss_cls: 3.4547, loss: 3.4547, grad_norm: 2.4785 2020-07-25 22:01:59,613 - mmaction - INFO - Epoch [75][800/3757] lr: 6.378e-02, eta: 2 days, 21:05:43, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5258, loss_cls: 3.4178, loss: 3.4178, grad_norm: 2.4425 2020-07-25 22:02:10,945 - mmaction - INFO - Epoch [75][820/3757] lr: 6.378e-02, eta: 2 days, 21:05:27, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2305, top5_acc: 0.4750, loss_cls: 3.6355, loss: 3.6355, grad_norm: 2.4711 2020-07-25 22:02:22,312 - mmaction - INFO - Epoch [75][840/3757] lr: 6.378e-02, eta: 2 days, 21:05:11, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5242, loss_cls: 3.4016, loss: 3.4016, grad_norm: 2.4317 2020-07-25 22:02:33,693 - mmaction - INFO - Epoch [75][860/3757] lr: 6.378e-02, eta: 2 days, 21:04:56, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5188, loss_cls: 3.4614, loss: 3.4614, grad_norm: 2.4893 2020-07-25 22:02:45,256 - mmaction - INFO - Epoch [75][880/3757] lr: 6.378e-02, eta: 2 days, 21:04:40, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5188, loss_cls: 3.4170, loss: 3.4170, grad_norm: 2.4809 2020-07-25 22:02:56,593 - mmaction - INFO - Epoch [75][900/3757] lr: 6.378e-02, eta: 2 days, 21:04:25, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4867, loss_cls: 3.5697, loss: 3.5697, grad_norm: 2.5286 2020-07-25 22:03:08,001 - mmaction - INFO - Epoch [75][920/3757] lr: 6.378e-02, eta: 2 days, 21:04:09, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5133, loss_cls: 3.4699, loss: 3.4699, grad_norm: 2.5576 2020-07-25 22:03:19,377 - mmaction - INFO - Epoch [75][940/3757] lr: 6.378e-02, eta: 2 days, 21:03:54, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.5039, loss_cls: 3.4793, loss: 3.4793, grad_norm: 2.4956 2020-07-25 22:03:30,829 - mmaction - INFO - Epoch [75][960/3757] lr: 6.378e-02, eta: 2 days, 21:03:38, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5211, loss_cls: 3.4446, loss: 3.4446, grad_norm: 2.4261 2020-07-25 22:03:42,217 - mmaction - INFO - Epoch [75][980/3757] lr: 6.378e-02, eta: 2 days, 21:03:23, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.5031, loss_cls: 3.4790, loss: 3.4790, grad_norm: 2.5331 2020-07-25 22:03:53,467 - mmaction - INFO - Epoch [75][1000/3757] lr: 6.378e-02, eta: 2 days, 21:03:07, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.5039, loss_cls: 3.4604, loss: 3.4604, grad_norm: 2.5404 2020-07-25 22:04:04,897 - mmaction - INFO - Epoch [75][1020/3757] lr: 6.378e-02, eta: 2 days, 21:02:51, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4891, loss_cls: 3.5100, loss: 3.5100, grad_norm: 2.4854 2020-07-25 22:04:16,200 - mmaction - INFO - Epoch [75][1040/3757] lr: 6.378e-02, eta: 2 days, 21:02:36, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.5000, loss_cls: 3.4985, loss: 3.4985, grad_norm: 2.5525 2020-07-25 22:04:27,696 - mmaction - INFO - Epoch [75][1060/3757] lr: 6.378e-02, eta: 2 days, 21:02:20, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5234, loss_cls: 3.4253, loss: 3.4253, grad_norm: 2.6041 2020-07-25 22:04:39,133 - mmaction - INFO - Epoch [75][1080/3757] lr: 6.378e-02, eta: 2 days, 21:02:05, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4828, loss_cls: 3.5777, loss: 3.5777, grad_norm: 2.6013 2020-07-25 22:04:50,502 - mmaction - INFO - Epoch [75][1100/3757] lr: 6.378e-02, eta: 2 days, 21:01:49, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5000, loss_cls: 3.5012, loss: 3.5012, grad_norm: 2.4018 2020-07-25 22:05:01,795 - mmaction - INFO - Epoch [75][1120/3757] lr: 6.378e-02, eta: 2 days, 21:01:34, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5133, loss_cls: 3.5159, loss: 3.5159, grad_norm: 2.4837 2020-07-25 22:05:13,408 - mmaction - INFO - Epoch [75][1140/3757] lr: 6.378e-02, eta: 2 days, 21:01:19, time: 0.581, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4859, loss_cls: 3.5241, loss: 3.5241, grad_norm: 2.4143 2020-07-25 22:05:24,817 - mmaction - INFO - Epoch [75][1160/3757] lr: 6.378e-02, eta: 2 days, 21:01:03, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5250, loss_cls: 3.3793, loss: 3.3793, grad_norm: 2.4682 2020-07-25 22:05:36,206 - mmaction - INFO - Epoch [75][1180/3757] lr: 6.378e-02, eta: 2 days, 21:00:48, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5125, loss_cls: 3.4377, loss: 3.4377, grad_norm: 2.5323 2020-07-25 22:05:47,632 - mmaction - INFO - Epoch [75][1200/3757] lr: 6.378e-02, eta: 2 days, 21:00:32, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5297, loss_cls: 3.3597, loss: 3.3597, grad_norm: 2.5187 2020-07-25 22:05:59,107 - mmaction - INFO - Epoch [75][1220/3757] lr: 6.378e-02, eta: 2 days, 21:00:17, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5141, loss_cls: 3.4309, loss: 3.4309, grad_norm: 2.5551 2020-07-25 22:06:10,573 - mmaction - INFO - Epoch [75][1240/3757] lr: 6.378e-02, eta: 2 days, 21:00:01, time: 0.572, data_time: 0.010, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4945, loss_cls: 3.5341, loss: 3.5341, grad_norm: 2.5154 2020-07-25 22:06:22,014 - mmaction - INFO - Epoch [75][1260/3757] lr: 6.378e-02, eta: 2 days, 20:59:46, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5109, loss_cls: 3.4583, loss: 3.4583, grad_norm: 2.4170 2020-07-25 22:06:33,456 - mmaction - INFO - Epoch [75][1280/3757] lr: 6.378e-02, eta: 2 days, 20:59:31, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5062, loss_cls: 3.4330, loss: 3.4330, grad_norm: 2.5064 2020-07-25 22:06:44,803 - mmaction - INFO - Epoch [75][1300/3757] lr: 6.378e-02, eta: 2 days, 20:59:15, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2641, top5_acc: 0.5078, loss_cls: 3.4409, loss: 3.4409, grad_norm: 2.4930 2020-07-25 22:06:56,258 - mmaction - INFO - Epoch [75][1320/3757] lr: 6.378e-02, eta: 2 days, 20:59:00, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4961, loss_cls: 3.4626, loss: 3.4626, grad_norm: 2.4942 2020-07-25 22:07:07,666 - mmaction - INFO - Epoch [75][1340/3757] lr: 6.378e-02, eta: 2 days, 20:58:44, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4977, loss_cls: 3.4650, loss: 3.4650, grad_norm: 2.5016 2020-07-25 22:07:19,158 - mmaction - INFO - Epoch [75][1360/3757] lr: 6.378e-02, eta: 2 days, 20:58:29, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4914, loss_cls: 3.5421, loss: 3.5421, grad_norm: 2.4994 2020-07-25 22:07:30,603 - mmaction - INFO - Epoch [75][1380/3757] lr: 6.378e-02, eta: 2 days, 20:58:14, time: 0.573, data_time: 0.013, memory: 5232, top1_acc: 0.2437, top5_acc: 0.5055, loss_cls: 3.5378, loss: 3.5378, grad_norm: 2.5065 2020-07-25 22:07:42,003 - mmaction - INFO - Epoch [75][1400/3757] lr: 6.378e-02, eta: 2 days, 20:57:58, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5281, loss_cls: 3.4168, loss: 3.4168, grad_norm: 2.4528 2020-07-25 22:07:53,427 - mmaction - INFO - Epoch [75][1420/3757] lr: 6.378e-02, eta: 2 days, 20:57:43, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.5031, loss_cls: 3.4964, loss: 3.4964, grad_norm: 2.4678 2020-07-25 22:08:04,819 - mmaction - INFO - Epoch [75][1440/3757] lr: 6.378e-02, eta: 2 days, 20:57:27, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4945, loss_cls: 3.4870, loss: 3.4870, grad_norm: 2.5580 2020-07-25 22:08:16,308 - mmaction - INFO - Epoch [75][1460/3757] lr: 6.378e-02, eta: 2 days, 20:57:12, time: 0.575, data_time: 0.002, memory: 5232, top1_acc: 0.2695, top5_acc: 0.4984, loss_cls: 3.4432, loss: 3.4432, grad_norm: 2.5093 2020-07-25 22:08:27,594 - mmaction - INFO - Epoch [75][1480/3757] lr: 6.378e-02, eta: 2 days, 20:56:56, time: 0.564, data_time: 0.001, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4742, loss_cls: 3.5154, loss: 3.5154, grad_norm: 2.5192 2020-07-25 22:08:38,922 - mmaction - INFO - Epoch [75][1500/3757] lr: 6.378e-02, eta: 2 days, 20:56:40, time: 0.567, data_time: 0.001, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5266, loss_cls: 3.3768, loss: 3.3768, grad_norm: 2.5039 2020-07-25 22:08:50,346 - mmaction - INFO - Epoch [75][1520/3757] lr: 6.378e-02, eta: 2 days, 20:56:25, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5234, loss_cls: 3.3918, loss: 3.3918, grad_norm: 2.4837 2020-07-25 22:09:01,726 - mmaction - INFO - Epoch [75][1540/3757] lr: 6.378e-02, eta: 2 days, 20:56:09, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.4984, loss_cls: 3.5241, loss: 3.5241, grad_norm: 2.5173 2020-07-25 22:09:13,046 - mmaction - INFO - Epoch [75][1560/3757] lr: 6.378e-02, eta: 2 days, 20:55:54, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5289, loss_cls: 3.3875, loss: 3.3875, grad_norm: 2.4296 2020-07-25 22:09:24,463 - mmaction - INFO - Epoch [75][1580/3757] lr: 6.378e-02, eta: 2 days, 20:55:38, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4938, loss_cls: 3.4845, loss: 3.4845, grad_norm: 2.4637 2020-07-25 22:09:35,893 - mmaction - INFO - Epoch [75][1600/3757] lr: 6.378e-02, eta: 2 days, 20:55:23, time: 0.571, data_time: 0.006, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4758, loss_cls: 3.6076, loss: 3.6076, grad_norm: 2.5380 2020-07-25 22:09:47,341 - mmaction - INFO - Epoch [75][1620/3757] lr: 6.378e-02, eta: 2 days, 20:55:08, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5055, loss_cls: 3.4184, loss: 3.4184, grad_norm: 2.5110 2020-07-25 22:09:58,744 - mmaction - INFO - Epoch [75][1640/3757] lr: 6.378e-02, eta: 2 days, 20:54:52, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.5062, loss_cls: 3.4700, loss: 3.4700, grad_norm: 2.5483 2020-07-25 22:10:10,117 - mmaction - INFO - Epoch [75][1660/3757] lr: 6.378e-02, eta: 2 days, 20:54:37, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4922, loss_cls: 3.5513, loss: 3.5513, grad_norm: 2.5220 2020-07-25 22:10:21,417 - mmaction - INFO - Epoch [75][1680/3757] lr: 6.378e-02, eta: 2 days, 20:54:21, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2641, top5_acc: 0.5133, loss_cls: 3.4509, loss: 3.4509, grad_norm: 2.5491 2020-07-25 22:10:32,745 - mmaction - INFO - Epoch [75][1700/3757] lr: 6.378e-02, eta: 2 days, 20:54:05, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.5242, loss_cls: 3.4286, loss: 3.4286, grad_norm: 2.5280 2020-07-25 22:10:44,145 - mmaction - INFO - Epoch [75][1720/3757] lr: 6.378e-02, eta: 2 days, 20:53:50, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5234, loss_cls: 3.3625, loss: 3.3625, grad_norm: 2.4587 2020-07-25 22:10:55,493 - mmaction - INFO - Epoch [75][1740/3757] lr: 6.378e-02, eta: 2 days, 20:53:34, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.5078, loss_cls: 3.4822, loss: 3.4822, grad_norm: 2.5740 2020-07-25 22:11:06,847 - mmaction - INFO - Epoch [75][1760/3757] lr: 6.378e-02, eta: 2 days, 20:53:18, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.5039, loss_cls: 3.4930, loss: 3.4930, grad_norm: 2.4819 2020-07-25 22:11:18,285 - mmaction - INFO - Epoch [75][1780/3757] lr: 6.378e-02, eta: 2 days, 20:53:03, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4961, loss_cls: 3.5172, loss: 3.5172, grad_norm: 2.5112 2020-07-25 22:11:29,730 - mmaction - INFO - Epoch [75][1800/3757] lr: 6.378e-02, eta: 2 days, 20:52:48, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.4914, loss_cls: 3.5343, loss: 3.5343, grad_norm: 2.5052 2020-07-25 22:11:41,150 - mmaction - INFO - Epoch [75][1820/3757] lr: 6.378e-02, eta: 2 days, 20:52:32, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4789, loss_cls: 3.5069, loss: 3.5069, grad_norm: 2.4394 2020-07-25 22:11:52,452 - mmaction - INFO - Epoch [75][1840/3757] lr: 6.378e-02, eta: 2 days, 20:52:16, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.4898, loss_cls: 3.5039, loss: 3.5039, grad_norm: 2.4825 2020-07-25 22:12:03,843 - mmaction - INFO - Epoch [75][1860/3757] lr: 6.378e-02, eta: 2 days, 20:52:01, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5109, loss_cls: 3.4634, loss: 3.4634, grad_norm: 2.5137 2020-07-25 22:12:15,281 - mmaction - INFO - Epoch [75][1880/3757] lr: 6.378e-02, eta: 2 days, 20:51:46, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2820, top5_acc: 0.4992, loss_cls: 3.4018, loss: 3.4018, grad_norm: 2.5079 2020-07-25 22:12:26,607 - mmaction - INFO - Epoch [75][1900/3757] lr: 6.378e-02, eta: 2 days, 20:51:30, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.5031, loss_cls: 3.4471, loss: 3.4471, grad_norm: 2.5545 2020-07-25 22:12:38,032 - mmaction - INFO - Epoch [75][1920/3757] lr: 6.378e-02, eta: 2 days, 20:51:15, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.4945, loss_cls: 3.4120, loss: 3.4120, grad_norm: 2.5338 2020-07-25 22:12:49,501 - mmaction - INFO - Epoch [75][1940/3757] lr: 6.378e-02, eta: 2 days, 20:50:59, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5078, loss_cls: 3.5027, loss: 3.5027, grad_norm: 2.5095 2020-07-25 22:13:00,924 - mmaction - INFO - Epoch [75][1960/3757] lr: 6.378e-02, eta: 2 days, 20:50:44, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.4984, loss_cls: 3.4462, loss: 3.4462, grad_norm: 2.5039 2020-07-25 22:13:12,378 - mmaction - INFO - Epoch [75][1980/3757] lr: 6.378e-02, eta: 2 days, 20:50:29, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5133, loss_cls: 3.4590, loss: 3.4590, grad_norm: 2.5119 2020-07-25 22:13:23,769 - mmaction - INFO - Epoch [75][2000/3757] lr: 6.378e-02, eta: 2 days, 20:50:13, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.4727, loss_cls: 3.5235, loss: 3.5235, grad_norm: 2.4775 2020-07-25 22:13:35,255 - mmaction - INFO - Epoch [75][2020/3757] lr: 6.378e-02, eta: 2 days, 20:49:58, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.4984, loss_cls: 3.4822, loss: 3.4822, grad_norm: 2.5203 2020-07-25 22:13:46,657 - mmaction - INFO - Epoch [75][2040/3757] lr: 6.378e-02, eta: 2 days, 20:49:42, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5023, loss_cls: 3.4723, loss: 3.4723, grad_norm: 2.6063 2020-07-25 22:13:58,068 - mmaction - INFO - Epoch [75][2060/3757] lr: 6.378e-02, eta: 2 days, 20:49:27, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5203, loss_cls: 3.3846, loss: 3.3846, grad_norm: 2.5195 2020-07-25 22:14:09,451 - mmaction - INFO - Epoch [75][2080/3757] lr: 6.378e-02, eta: 2 days, 20:49:11, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5266, loss_cls: 3.3703, loss: 3.3703, grad_norm: 2.4399 2020-07-25 22:14:20,916 - mmaction - INFO - Epoch [75][2100/3757] lr: 6.378e-02, eta: 2 days, 20:48:56, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5211, loss_cls: 3.4618, loss: 3.4618, grad_norm: 2.5083 2020-07-25 22:14:32,267 - mmaction - INFO - Epoch [75][2120/3757] lr: 6.378e-02, eta: 2 days, 20:48:41, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5180, loss_cls: 3.3778, loss: 3.3778, grad_norm: 2.4321 2020-07-25 22:14:43,665 - mmaction - INFO - Epoch [75][2140/3757] lr: 6.378e-02, eta: 2 days, 20:48:25, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.4977, loss_cls: 3.4880, loss: 3.4880, grad_norm: 2.5449 2020-07-25 22:14:55,048 - mmaction - INFO - Epoch [75][2160/3757] lr: 6.378e-02, eta: 2 days, 20:48:10, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5086, loss_cls: 3.4424, loss: 3.4424, grad_norm: 2.4904 2020-07-25 22:15:06,334 - mmaction - INFO - Epoch [75][2180/3757] lr: 6.378e-02, eta: 2 days, 20:47:54, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.4992, loss_cls: 3.4824, loss: 3.4824, grad_norm: 2.5643 2020-07-25 22:15:17,758 - mmaction - INFO - Epoch [75][2200/3757] lr: 6.378e-02, eta: 2 days, 20:47:38, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5070, loss_cls: 3.4936, loss: 3.4936, grad_norm: 2.5334 2020-07-25 22:15:29,154 - mmaction - INFO - Epoch [75][2220/3757] lr: 6.378e-02, eta: 2 days, 20:47:23, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4984, loss_cls: 3.4356, loss: 3.4356, grad_norm: 2.5310 2020-07-25 22:15:40,538 - mmaction - INFO - Epoch [75][2240/3757] lr: 6.378e-02, eta: 2 days, 20:47:07, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.5016, loss_cls: 3.5029, loss: 3.5029, grad_norm: 2.5207 2020-07-25 22:15:51,968 - mmaction - INFO - Epoch [75][2260/3757] lr: 6.378e-02, eta: 2 days, 20:46:52, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.5086, loss_cls: 3.4759, loss: 3.4759, grad_norm: 2.5044 2020-07-25 22:16:03,513 - mmaction - INFO - Epoch [75][2280/3757] lr: 6.378e-02, eta: 2 days, 20:46:37, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5016, loss_cls: 3.4491, loss: 3.4491, grad_norm: 2.4767 2020-07-25 22:16:14,925 - mmaction - INFO - Epoch [75][2300/3757] lr: 6.378e-02, eta: 2 days, 20:46:22, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4930, loss_cls: 3.5418, loss: 3.5418, grad_norm: 2.5875 2020-07-25 22:16:26,354 - mmaction - INFO - Epoch [75][2320/3757] lr: 6.378e-02, eta: 2 days, 20:46:06, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.5156, loss_cls: 3.4372, loss: 3.4372, grad_norm: 2.5319 2020-07-25 22:16:37,863 - mmaction - INFO - Epoch [75][2340/3757] lr: 6.378e-02, eta: 2 days, 20:45:51, time: 0.575, data_time: 0.002, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5086, loss_cls: 3.3885, loss: 3.3885, grad_norm: 2.5175 2020-07-25 22:16:49,215 - mmaction - INFO - Epoch [75][2360/3757] lr: 6.378e-02, eta: 2 days, 20:45:35, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.5109, loss_cls: 3.4825, loss: 3.4825, grad_norm: 2.6171 2020-07-25 22:17:00,667 - mmaction - INFO - Epoch [75][2380/3757] lr: 6.378e-02, eta: 2 days, 20:45:20, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4914, loss_cls: 3.5263, loss: 3.5263, grad_norm: 2.5530 2020-07-25 22:17:12,044 - mmaction - INFO - Epoch [75][2400/3757] lr: 6.378e-02, eta: 2 days, 20:45:05, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2664, top5_acc: 0.4805, loss_cls: 3.4934, loss: 3.4934, grad_norm: 2.5175 2020-07-25 22:17:23,449 - mmaction - INFO - Epoch [75][2420/3757] lr: 6.378e-02, eta: 2 days, 20:44:49, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5039, loss_cls: 3.4237, loss: 3.4237, grad_norm: 2.4817 2020-07-25 22:17:34,872 - mmaction - INFO - Epoch [75][2440/3757] lr: 6.378e-02, eta: 2 days, 20:44:34, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.4805, loss_cls: 3.4988, loss: 3.4988, grad_norm: 2.5301 2020-07-25 22:17:46,379 - mmaction - INFO - Epoch [75][2460/3757] lr: 6.378e-02, eta: 2 days, 20:44:19, time: 0.575, data_time: 0.009, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5180, loss_cls: 3.4008, loss: 3.4008, grad_norm: 2.4276 2020-07-25 22:17:57,945 - mmaction - INFO - Epoch [75][2480/3757] lr: 6.378e-02, eta: 2 days, 20:44:04, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5250, loss_cls: 3.3718, loss: 3.3718, grad_norm: 2.5790 2020-07-25 22:18:09,399 - mmaction - INFO - Epoch [75][2500/3757] lr: 6.378e-02, eta: 2 days, 20:43:48, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5086, loss_cls: 3.4556, loss: 3.4556, grad_norm: 2.5482 2020-07-25 22:18:20,765 - mmaction - INFO - Epoch [75][2520/3757] lr: 6.378e-02, eta: 2 days, 20:43:33, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4938, loss_cls: 3.5589, loss: 3.5589, grad_norm: 2.5667 2020-07-25 22:18:32,190 - mmaction - INFO - Epoch [75][2540/3757] lr: 6.378e-02, eta: 2 days, 20:43:18, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5078, loss_cls: 3.4570, loss: 3.4570, grad_norm: 2.4956 2020-07-25 22:18:43,731 - mmaction - INFO - Epoch [75][2560/3757] lr: 6.378e-02, eta: 2 days, 20:43:02, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5250, loss_cls: 3.3685, loss: 3.3685, grad_norm: 2.4864 2020-07-25 22:18:55,212 - mmaction - INFO - Epoch [75][2580/3757] lr: 6.378e-02, eta: 2 days, 20:42:47, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5141, loss_cls: 3.4388, loss: 3.4388, grad_norm: 2.5239 2020-07-25 22:19:06,578 - mmaction - INFO - Epoch [75][2600/3757] lr: 6.378e-02, eta: 2 days, 20:42:32, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4922, loss_cls: 3.5534, loss: 3.5534, grad_norm: 2.5493 2020-07-25 22:19:18,026 - mmaction - INFO - Epoch [75][2620/3757] lr: 6.378e-02, eta: 2 days, 20:42:16, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5172, loss_cls: 3.4075, loss: 3.4075, grad_norm: 2.4253 2020-07-25 22:19:29,474 - mmaction - INFO - Epoch [75][2640/3757] lr: 6.378e-02, eta: 2 days, 20:42:01, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5156, loss_cls: 3.4179, loss: 3.4179, grad_norm: 2.5156 2020-07-25 22:19:40,837 - mmaction - INFO - Epoch [75][2660/3757] lr: 6.378e-02, eta: 2 days, 20:41:46, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.4773, loss_cls: 3.5390, loss: 3.5390, grad_norm: 2.4940 2020-07-25 22:19:52,198 - mmaction - INFO - Epoch [75][2680/3757] lr: 6.378e-02, eta: 2 days, 20:41:30, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2547, top5_acc: 0.5062, loss_cls: 3.4812, loss: 3.4812, grad_norm: 2.5226 2020-07-25 22:20:03,695 - mmaction - INFO - Epoch [75][2700/3757] lr: 6.378e-02, eta: 2 days, 20:41:15, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5250, loss_cls: 3.4144, loss: 3.4144, grad_norm: 2.5638 2020-07-25 22:20:15,201 - mmaction - INFO - Epoch [75][2720/3757] lr: 6.378e-02, eta: 2 days, 20:41:00, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5055, loss_cls: 3.5112, loss: 3.5112, grad_norm: 2.4942 2020-07-25 22:20:26,606 - mmaction - INFO - Epoch [75][2740/3757] lr: 6.378e-02, eta: 2 days, 20:40:44, time: 0.571, data_time: 0.005, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4938, loss_cls: 3.5390, loss: 3.5390, grad_norm: 2.4817 2020-07-25 22:20:38,060 - mmaction - INFO - Epoch [75][2760/3757] lr: 6.378e-02, eta: 2 days, 20:40:29, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.5125, loss_cls: 3.4224, loss: 3.4224, grad_norm: 2.3932 2020-07-25 22:20:49,506 - mmaction - INFO - Epoch [75][2780/3757] lr: 6.378e-02, eta: 2 days, 20:40:14, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4984, loss_cls: 3.5320, loss: 3.5320, grad_norm: 2.4850 2020-07-25 22:21:00,732 - mmaction - INFO - Epoch [75][2800/3757] lr: 6.378e-02, eta: 2 days, 20:39:58, time: 0.561, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5242, loss_cls: 3.4456, loss: 3.4456, grad_norm: 2.4831 2020-07-25 22:21:12,113 - mmaction - INFO - Epoch [75][2820/3757] lr: 6.378e-02, eta: 2 days, 20:39:42, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.5000, loss_cls: 3.4960, loss: 3.4960, grad_norm: 2.4969 2020-07-25 22:21:23,581 - mmaction - INFO - Epoch [75][2840/3757] lr: 6.378e-02, eta: 2 days, 20:39:27, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5031, loss_cls: 3.4357, loss: 3.4357, grad_norm: 2.4992 2020-07-25 22:21:34,993 - mmaction - INFO - Epoch [75][2860/3757] lr: 6.378e-02, eta: 2 days, 20:39:12, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4992, loss_cls: 3.4418, loss: 3.4418, grad_norm: 2.5182 2020-07-25 22:21:46,338 - mmaction - INFO - Epoch [75][2880/3757] lr: 6.378e-02, eta: 2 days, 20:38:56, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.4797, loss_cls: 3.5646, loss: 3.5646, grad_norm: 2.4563 2020-07-25 22:21:57,676 - mmaction - INFO - Epoch [75][2900/3757] lr: 6.378e-02, eta: 2 days, 20:38:41, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4945, loss_cls: 3.5147, loss: 3.5147, grad_norm: 2.5116 2020-07-25 22:22:09,022 - mmaction - INFO - Epoch [75][2920/3757] lr: 6.378e-02, eta: 2 days, 20:38:25, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5219, loss_cls: 3.3978, loss: 3.3978, grad_norm: 2.5212 2020-07-25 22:22:20,479 - mmaction - INFO - Epoch [75][2940/3757] lr: 6.378e-02, eta: 2 days, 20:38:10, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.4977, loss_cls: 3.4565, loss: 3.4565, grad_norm: 2.6005 2020-07-25 22:22:31,940 - mmaction - INFO - Epoch [75][2960/3757] lr: 6.378e-02, eta: 2 days, 20:37:55, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5047, loss_cls: 3.4198, loss: 3.4198, grad_norm: 2.4906 2020-07-25 22:22:43,437 - mmaction - INFO - Epoch [75][2980/3757] lr: 6.378e-02, eta: 2 days, 20:37:39, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.5195, loss_cls: 3.4845, loss: 3.4845, grad_norm: 2.5093 2020-07-25 22:22:54,781 - mmaction - INFO - Epoch [75][3000/3757] lr: 6.378e-02, eta: 2 days, 20:37:24, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4828, loss_cls: 3.5833, loss: 3.5833, grad_norm: 2.4898 2020-07-25 22:23:06,260 - mmaction - INFO - Epoch [75][3020/3757] lr: 6.378e-02, eta: 2 days, 20:37:09, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.4938, loss_cls: 3.5118, loss: 3.5118, grad_norm: 2.5109 2020-07-25 22:23:17,753 - mmaction - INFO - Epoch [75][3040/3757] lr: 6.378e-02, eta: 2 days, 20:36:53, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.4984, loss_cls: 3.5299, loss: 3.5299, grad_norm: 2.5249 2020-07-25 22:23:29,135 - mmaction - INFO - Epoch [75][3060/3757] lr: 6.378e-02, eta: 2 days, 20:36:38, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.4938, loss_cls: 3.4986, loss: 3.4986, grad_norm: 2.5680 2020-07-25 22:23:40,571 - mmaction - INFO - Epoch [75][3080/3757] lr: 6.378e-02, eta: 2 days, 20:36:23, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4781, loss_cls: 3.5417, loss: 3.5417, grad_norm: 2.4251 2020-07-25 22:23:52,105 - mmaction - INFO - Epoch [75][3100/3757] lr: 6.378e-02, eta: 2 days, 20:36:08, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4820, loss_cls: 3.5709, loss: 3.5709, grad_norm: 2.5078 2020-07-25 22:24:03,537 - mmaction - INFO - Epoch [75][3120/3757] lr: 6.378e-02, eta: 2 days, 20:35:52, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5258, loss_cls: 3.3965, loss: 3.3965, grad_norm: 2.4424 2020-07-25 22:24:14,920 - mmaction - INFO - Epoch [75][3140/3757] lr: 6.378e-02, eta: 2 days, 20:35:37, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.5109, loss_cls: 3.4436, loss: 3.4436, grad_norm: 2.5707 2020-07-25 22:24:26,261 - mmaction - INFO - Epoch [75][3160/3757] lr: 6.378e-02, eta: 2 days, 20:35:21, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.4859, loss_cls: 3.5274, loss: 3.5274, grad_norm: 2.5343 2020-07-25 22:24:37,629 - mmaction - INFO - Epoch [75][3180/3757] lr: 6.378e-02, eta: 2 days, 20:35:06, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2570, top5_acc: 0.4953, loss_cls: 3.5141, loss: 3.5141, grad_norm: 2.4406 2020-07-25 22:24:49,077 - mmaction - INFO - Epoch [75][3200/3757] lr: 6.378e-02, eta: 2 days, 20:34:51, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5070, loss_cls: 3.4312, loss: 3.4312, grad_norm: 2.4431 2020-07-25 22:25:00,482 - mmaction - INFO - Epoch [75][3220/3757] lr: 6.378e-02, eta: 2 days, 20:34:35, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.4938, loss_cls: 3.4730, loss: 3.4730, grad_norm: 2.4604 2020-07-25 22:25:11,884 - mmaction - INFO - Epoch [75][3240/3757] lr: 6.378e-02, eta: 2 days, 20:34:20, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5023, loss_cls: 3.4389, loss: 3.4389, grad_norm: 2.5337 2020-07-25 22:25:23,666 - mmaction - INFO - Epoch [75][3260/3757] lr: 6.378e-02, eta: 2 days, 20:34:05, time: 0.590, data_time: 0.004, memory: 5232, top1_acc: 0.2594, top5_acc: 0.4883, loss_cls: 3.5135, loss: 3.5135, grad_norm: 2.4965 2020-07-25 22:25:35,080 - mmaction - INFO - Epoch [75][3280/3757] lr: 6.378e-02, eta: 2 days, 20:33:50, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2641, top5_acc: 0.4852, loss_cls: 3.5038, loss: 3.5038, grad_norm: 2.5773 2020-07-25 22:25:46,469 - mmaction - INFO - Epoch [75][3300/3757] lr: 6.378e-02, eta: 2 days, 20:33:35, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4922, loss_cls: 3.5202, loss: 3.5202, grad_norm: 2.4605 2020-07-25 22:25:57,839 - mmaction - INFO - Epoch [75][3320/3757] lr: 6.378e-02, eta: 2 days, 20:33:19, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5117, loss_cls: 3.4685, loss: 3.4685, grad_norm: 2.4752 2020-07-25 22:26:09,199 - mmaction - INFO - Epoch [75][3340/3757] lr: 6.378e-02, eta: 2 days, 20:33:04, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.5023, loss_cls: 3.4661, loss: 3.4661, grad_norm: 2.5057 2020-07-25 22:26:20,620 - mmaction - INFO - Epoch [75][3360/3757] lr: 6.378e-02, eta: 2 days, 20:32:48, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.5133, loss_cls: 3.4586, loss: 3.4586, grad_norm: 2.5281 2020-07-25 22:26:32,135 - mmaction - INFO - Epoch [75][3380/3757] lr: 6.378e-02, eta: 2 days, 20:32:33, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5047, loss_cls: 3.4931, loss: 3.4931, grad_norm: 2.4769 2020-07-25 22:26:43,497 - mmaction - INFO - Epoch [75][3400/3757] lr: 6.378e-02, eta: 2 days, 20:32:18, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5281, loss_cls: 3.4367, loss: 3.4367, grad_norm: 2.5570 2020-07-25 22:26:54,838 - mmaction - INFO - Epoch [75][3420/3757] lr: 6.378e-02, eta: 2 days, 20:32:02, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.5086, loss_cls: 3.4860, loss: 3.4860, grad_norm: 2.5880 2020-07-25 22:27:06,259 - mmaction - INFO - Epoch [75][3440/3757] lr: 6.378e-02, eta: 2 days, 20:31:47, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5133, loss_cls: 3.5099, loss: 3.5099, grad_norm: 2.5994 2020-07-25 22:27:17,708 - mmaction - INFO - Epoch [75][3460/3757] lr: 6.378e-02, eta: 2 days, 20:31:32, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5070, loss_cls: 3.4713, loss: 3.4713, grad_norm: 2.4945 2020-07-25 22:27:29,101 - mmaction - INFO - Epoch [75][3480/3757] lr: 6.378e-02, eta: 2 days, 20:31:16, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4914, loss_cls: 3.5193, loss: 3.5193, grad_norm: 2.4516 2020-07-25 22:27:40,443 - mmaction - INFO - Epoch [75][3500/3757] lr: 6.378e-02, eta: 2 days, 20:31:01, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4617, loss_cls: 3.6338, loss: 3.6338, grad_norm: 2.5175 2020-07-25 22:27:51,690 - mmaction - INFO - Epoch [75][3520/3757] lr: 6.378e-02, eta: 2 days, 20:30:45, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.4938, loss_cls: 3.5261, loss: 3.5261, grad_norm: 2.4691 2020-07-25 22:28:03,165 - mmaction - INFO - Epoch [75][3540/3757] lr: 6.378e-02, eta: 2 days, 20:30:30, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5086, loss_cls: 3.4259, loss: 3.4259, grad_norm: 2.4533 2020-07-25 22:28:14,567 - mmaction - INFO - Epoch [75][3560/3757] lr: 6.378e-02, eta: 2 days, 20:30:14, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.5227, loss_cls: 3.4792, loss: 3.4792, grad_norm: 2.5632 2020-07-25 22:28:26,038 - mmaction - INFO - Epoch [75][3580/3757] lr: 6.378e-02, eta: 2 days, 20:29:59, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4992, loss_cls: 3.4748, loss: 3.4748, grad_norm: 2.5093 2020-07-25 22:28:37,432 - mmaction - INFO - Epoch [75][3600/3757] lr: 6.378e-02, eta: 2 days, 20:29:44, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4953, loss_cls: 3.5161, loss: 3.5161, grad_norm: 2.4826 2020-07-25 22:28:48,832 - mmaction - INFO - Epoch [75][3620/3757] lr: 6.378e-02, eta: 2 days, 20:29:28, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5188, loss_cls: 3.3874, loss: 3.3874, grad_norm: 2.4268 2020-07-25 22:29:00,166 - mmaction - INFO - Epoch [75][3640/3757] lr: 6.378e-02, eta: 2 days, 20:29:13, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4875, loss_cls: 3.4899, loss: 3.4899, grad_norm: 2.5054 2020-07-25 22:29:11,523 - mmaction - INFO - Epoch [75][3660/3757] lr: 6.378e-02, eta: 2 days, 20:28:57, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5125, loss_cls: 3.5025, loss: 3.5025, grad_norm: 2.5183 2020-07-25 22:29:22,905 - mmaction - INFO - Epoch [75][3680/3757] lr: 6.378e-02, eta: 2 days, 20:28:42, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4938, loss_cls: 3.4628, loss: 3.4628, grad_norm: 2.5047 2020-07-25 22:29:34,340 - mmaction - INFO - Epoch [75][3700/3757] lr: 6.378e-02, eta: 2 days, 20:28:27, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4883, loss_cls: 3.5393, loss: 3.5393, grad_norm: 2.4693 2020-07-25 22:29:45,714 - mmaction - INFO - Epoch [75][3720/3757] lr: 6.378e-02, eta: 2 days, 20:28:11, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4883, loss_cls: 3.5972, loss: 3.5972, grad_norm: 2.5208 2020-07-25 22:29:57,259 - mmaction - INFO - Epoch [75][3740/3757] lr: 6.378e-02, eta: 2 days, 20:27:56, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4930, loss_cls: 3.5354, loss: 3.5354, grad_norm: 2.4818 2020-07-25 22:30:14,322 - mmaction - INFO - Saving checkpoint at 75 epochs 2020-07-25 22:33:13,319 - mmaction - INFO - Epoch [76][20/3757] lr: 6.294e-02, eta: 2 days, 20:34:17, time: 8.853, data_time: 8.156, memory: 5232, top1_acc: 0.2641, top5_acc: 0.4961, loss_cls: 3.5587, loss: 3.5587, grad_norm: 2.5103 2020-07-25 22:33:24,709 - mmaction - INFO - Epoch [76][40/3757] lr: 6.294e-02, eta: 2 days, 20:34:02, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5344, loss_cls: 3.3210, loss: 3.3210, grad_norm: 2.4659 2020-07-25 22:33:35,982 - mmaction - INFO - Epoch [76][60/3757] lr: 6.294e-02, eta: 2 days, 20:33:46, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.5039, loss_cls: 3.4664, loss: 3.4664, grad_norm: 2.5230 2020-07-25 22:33:47,382 - mmaction - INFO - Epoch [76][80/3757] lr: 6.294e-02, eta: 2 days, 20:33:30, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2703, top5_acc: 0.4891, loss_cls: 3.5249, loss: 3.5249, grad_norm: 2.5006 2020-07-25 22:33:58,673 - mmaction - INFO - Epoch [76][100/3757] lr: 6.294e-02, eta: 2 days, 20:33:15, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5297, loss_cls: 3.3963, loss: 3.3963, grad_norm: 2.5189 2020-07-25 22:34:10,085 - mmaction - INFO - Epoch [76][120/3757] lr: 6.294e-02, eta: 2 days, 20:32:59, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5367, loss_cls: 3.2726, loss: 3.2726, grad_norm: 2.5248 2020-07-25 22:34:21,451 - mmaction - INFO - Epoch [76][140/3757] lr: 6.294e-02, eta: 2 days, 20:32:44, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5203, loss_cls: 3.4387, loss: 3.4387, grad_norm: 2.6384 2020-07-25 22:34:32,765 - mmaction - INFO - Epoch [76][160/3757] lr: 6.294e-02, eta: 2 days, 20:32:28, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.4984, loss_cls: 3.4950, loss: 3.4950, grad_norm: 2.5620 2020-07-25 22:34:44,144 - mmaction - INFO - Epoch [76][180/3757] lr: 6.294e-02, eta: 2 days, 20:32:12, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4922, loss_cls: 3.5555, loss: 3.5555, grad_norm: 2.5295 2020-07-25 22:34:55,432 - mmaction - INFO - Epoch [76][200/3757] lr: 6.294e-02, eta: 2 days, 20:31:57, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.4938, loss_cls: 3.5217, loss: 3.5217, grad_norm: 2.4995 2020-07-25 22:35:06,746 - mmaction - INFO - Epoch [76][220/3757] lr: 6.294e-02, eta: 2 days, 20:31:41, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.5125, loss_cls: 3.4562, loss: 3.4562, grad_norm: 2.5676 2020-07-25 22:35:18,119 - mmaction - INFO - Epoch [76][240/3757] lr: 6.294e-02, eta: 2 days, 20:31:26, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5234, loss_cls: 3.3864, loss: 3.3864, grad_norm: 2.4813 2020-07-25 22:35:29,526 - mmaction - INFO - Epoch [76][260/3757] lr: 6.294e-02, eta: 2 days, 20:31:10, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.5000, loss_cls: 3.4454, loss: 3.4454, grad_norm: 2.5194 2020-07-25 22:35:40,870 - mmaction - INFO - Epoch [76][280/3757] lr: 6.294e-02, eta: 2 days, 20:30:55, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5008, loss_cls: 3.4472, loss: 3.4472, grad_norm: 2.5482 2020-07-25 22:35:52,254 - mmaction - INFO - Epoch [76][300/3757] lr: 6.294e-02, eta: 2 days, 20:30:39, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5125, loss_cls: 3.4300, loss: 3.4300, grad_norm: 2.4886 2020-07-25 22:36:03,694 - mmaction - INFO - Epoch [76][320/3757] lr: 6.294e-02, eta: 2 days, 20:30:24, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5297, loss_cls: 3.3242, loss: 3.3242, grad_norm: 2.5014 2020-07-25 22:36:15,101 - mmaction - INFO - Epoch [76][340/3757] lr: 6.294e-02, eta: 2 days, 20:30:08, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.5125, loss_cls: 3.4348, loss: 3.4348, grad_norm: 2.5065 2020-07-25 22:36:26,509 - mmaction - INFO - Epoch [76][360/3757] lr: 6.294e-02, eta: 2 days, 20:29:53, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4867, loss_cls: 3.5194, loss: 3.5194, grad_norm: 2.5388 2020-07-25 22:36:37,884 - mmaction - INFO - Epoch [76][380/3757] lr: 6.294e-02, eta: 2 days, 20:29:38, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5258, loss_cls: 3.3471, loss: 3.3471, grad_norm: 2.4774 2020-07-25 22:36:49,220 - mmaction - INFO - Epoch [76][400/3757] lr: 6.294e-02, eta: 2 days, 20:29:22, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.5094, loss_cls: 3.4643, loss: 3.4643, grad_norm: 2.5456 2020-07-25 22:37:00,498 - mmaction - INFO - Epoch [76][420/3757] lr: 6.294e-02, eta: 2 days, 20:29:06, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5141, loss_cls: 3.4731, loss: 3.4731, grad_norm: 2.5005 2020-07-25 22:37:11,959 - mmaction - INFO - Epoch [76][440/3757] lr: 6.294e-02, eta: 2 days, 20:28:51, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5273, loss_cls: 3.3294, loss: 3.3294, grad_norm: 2.5132 2020-07-25 22:37:23,374 - mmaction - INFO - Epoch [76][460/3757] lr: 6.294e-02, eta: 2 days, 20:28:36, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2641, top5_acc: 0.5039, loss_cls: 3.4102, loss: 3.4102, grad_norm: 2.5673 2020-07-25 22:37:34,828 - mmaction - INFO - Epoch [76][480/3757] lr: 6.294e-02, eta: 2 days, 20:28:20, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5031, loss_cls: 3.4980, loss: 3.4980, grad_norm: 2.5150 2020-07-25 22:37:46,239 - mmaction - INFO - Epoch [76][500/3757] lr: 6.294e-02, eta: 2 days, 20:28:05, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5023, loss_cls: 3.4683, loss: 3.4683, grad_norm: 2.3986 2020-07-25 22:37:57,657 - mmaction - INFO - Epoch [76][520/3757] lr: 6.294e-02, eta: 2 days, 20:27:49, time: 0.571, data_time: 0.009, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5172, loss_cls: 3.3884, loss: 3.3884, grad_norm: 2.4668 2020-07-25 22:38:09,043 - mmaction - INFO - Epoch [76][540/3757] lr: 6.294e-02, eta: 2 days, 20:27:34, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5109, loss_cls: 3.4467, loss: 3.4467, grad_norm: 2.5731 2020-07-25 22:38:20,446 - mmaction - INFO - Epoch [76][560/3757] lr: 6.294e-02, eta: 2 days, 20:27:19, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5227, loss_cls: 3.4308, loss: 3.4308, grad_norm: 2.6255 2020-07-25 22:38:31,800 - mmaction - INFO - Epoch [76][580/3757] lr: 6.294e-02, eta: 2 days, 20:27:03, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.4938, loss_cls: 3.4894, loss: 3.4894, grad_norm: 2.5845 2020-07-25 22:38:43,181 - mmaction - INFO - Epoch [76][600/3757] lr: 6.294e-02, eta: 2 days, 20:26:48, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5117, loss_cls: 3.4306, loss: 3.4306, grad_norm: 2.4825 2020-07-25 22:38:54,567 - mmaction - INFO - Epoch [76][620/3757] lr: 6.294e-02, eta: 2 days, 20:26:32, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.5102, loss_cls: 3.4426, loss: 3.4426, grad_norm: 2.5724 2020-07-25 22:39:06,047 - mmaction - INFO - Epoch [76][640/3757] lr: 6.294e-02, eta: 2 days, 20:26:17, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5086, loss_cls: 3.4060, loss: 3.4060, grad_norm: 2.4933 2020-07-25 22:39:17,415 - mmaction - INFO - Epoch [76][660/3757] lr: 6.294e-02, eta: 2 days, 20:26:01, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4953, loss_cls: 3.5351, loss: 3.5351, grad_norm: 2.5656 2020-07-25 22:39:28,898 - mmaction - INFO - Epoch [76][680/3757] lr: 6.294e-02, eta: 2 days, 20:25:46, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5219, loss_cls: 3.3792, loss: 3.3792, grad_norm: 2.5084 2020-07-25 22:39:40,358 - mmaction - INFO - Epoch [76][700/3757] lr: 6.294e-02, eta: 2 days, 20:25:31, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4703, loss_cls: 3.5842, loss: 3.5842, grad_norm: 2.5012 2020-07-25 22:39:51,761 - mmaction - INFO - Epoch [76][720/3757] lr: 6.294e-02, eta: 2 days, 20:25:16, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5023, loss_cls: 3.4512, loss: 3.4512, grad_norm: 2.4505 2020-07-25 22:40:03,141 - mmaction - INFO - Epoch [76][740/3757] lr: 6.294e-02, eta: 2 days, 20:25:00, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.5094, loss_cls: 3.4747, loss: 3.4747, grad_norm: 2.6154 2020-07-25 22:40:14,583 - mmaction - INFO - Epoch [76][760/3757] lr: 6.294e-02, eta: 2 days, 20:24:45, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2687, top5_acc: 0.4922, loss_cls: 3.5191, loss: 3.5191, grad_norm: 2.6087 2020-07-25 22:40:25,953 - mmaction - INFO - Epoch [76][780/3757] lr: 6.294e-02, eta: 2 days, 20:24:29, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5047, loss_cls: 3.5026, loss: 3.5026, grad_norm: 2.5262 2020-07-25 22:40:37,369 - mmaction - INFO - Epoch [76][800/3757] lr: 6.294e-02, eta: 2 days, 20:24:14, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5047, loss_cls: 3.4405, loss: 3.4405, grad_norm: 2.5294 2020-07-25 22:40:48,770 - mmaction - INFO - Epoch [76][820/3757] lr: 6.294e-02, eta: 2 days, 20:23:59, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.4992, loss_cls: 3.5045, loss: 3.5045, grad_norm: 2.6179 2020-07-25 22:41:00,246 - mmaction - INFO - Epoch [76][840/3757] lr: 6.294e-02, eta: 2 days, 20:23:43, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4883, loss_cls: 3.5044, loss: 3.5044, grad_norm: 2.5371 2020-07-25 22:41:11,670 - mmaction - INFO - Epoch [76][860/3757] lr: 6.294e-02, eta: 2 days, 20:23:28, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.5211, loss_cls: 3.4058, loss: 3.4058, grad_norm: 2.4301 2020-07-25 22:41:23,074 - mmaction - INFO - Epoch [76][880/3757] lr: 6.294e-02, eta: 2 days, 20:23:13, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5062, loss_cls: 3.4063, loss: 3.4063, grad_norm: 2.4136 2020-07-25 22:41:34,519 - mmaction - INFO - Epoch [76][900/3757] lr: 6.294e-02, eta: 2 days, 20:22:57, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2641, top5_acc: 0.5117, loss_cls: 3.4222, loss: 3.4222, grad_norm: 2.4309 2020-07-25 22:41:45,862 - mmaction - INFO - Epoch [76][920/3757] lr: 6.294e-02, eta: 2 days, 20:22:42, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.4961, loss_cls: 3.4656, loss: 3.4656, grad_norm: 2.4955 2020-07-25 22:41:57,287 - mmaction - INFO - Epoch [76][940/3757] lr: 6.294e-02, eta: 2 days, 20:22:27, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.5008, loss_cls: 3.4596, loss: 3.4596, grad_norm: 2.4955 2020-07-25 22:42:08,808 - mmaction - INFO - Epoch [76][960/3757] lr: 6.294e-02, eta: 2 days, 20:22:11, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.4977, loss_cls: 3.4538, loss: 3.4538, grad_norm: 2.4949 2020-07-25 22:42:20,246 - mmaction - INFO - Epoch [76][980/3757] lr: 6.294e-02, eta: 2 days, 20:21:56, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4875, loss_cls: 3.5983, loss: 3.5983, grad_norm: 2.5367 2020-07-25 22:42:31,586 - mmaction - INFO - Epoch [76][1000/3757] lr: 6.294e-02, eta: 2 days, 20:21:41, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4836, loss_cls: 3.5407, loss: 3.5407, grad_norm: 2.4730 2020-07-25 22:42:43,053 - mmaction - INFO - Epoch [76][1020/3757] lr: 6.294e-02, eta: 2 days, 20:21:25, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5250, loss_cls: 3.3713, loss: 3.3713, grad_norm: 2.4751 2020-07-25 22:42:54,664 - mmaction - INFO - Epoch [76][1040/3757] lr: 6.294e-02, eta: 2 days, 20:21:11, time: 0.581, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.5000, loss_cls: 3.5045, loss: 3.5045, grad_norm: 2.5647 2020-07-25 22:43:06,025 - mmaction - INFO - Epoch [76][1060/3757] lr: 6.294e-02, eta: 2 days, 20:20:55, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5352, loss_cls: 3.3618, loss: 3.3618, grad_norm: 2.5512 2020-07-25 22:43:17,380 - mmaction - INFO - Epoch [76][1080/3757] lr: 6.294e-02, eta: 2 days, 20:20:40, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5070, loss_cls: 3.4677, loss: 3.4677, grad_norm: 2.5116 2020-07-25 22:43:28,815 - mmaction - INFO - Epoch [76][1100/3757] lr: 6.294e-02, eta: 2 days, 20:20:24, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5125, loss_cls: 3.4357, loss: 3.4357, grad_norm: 2.5390 2020-07-25 22:43:40,331 - mmaction - INFO - Epoch [76][1120/3757] lr: 6.294e-02, eta: 2 days, 20:20:09, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.4836, loss_cls: 3.5471, loss: 3.5471, grad_norm: 2.4961 2020-07-25 22:43:51,688 - mmaction - INFO - Epoch [76][1140/3757] lr: 6.294e-02, eta: 2 days, 20:19:54, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5164, loss_cls: 3.4648, loss: 3.4648, grad_norm: 2.5155 2020-07-25 22:44:03,014 - mmaction - INFO - Epoch [76][1160/3757] lr: 6.294e-02, eta: 2 days, 20:19:38, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5242, loss_cls: 3.3452, loss: 3.3452, grad_norm: 2.5295 2020-07-25 22:44:14,422 - mmaction - INFO - Epoch [76][1180/3757] lr: 6.294e-02, eta: 2 days, 20:19:23, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.4891, loss_cls: 3.5527, loss: 3.5527, grad_norm: 2.5547 2020-07-25 22:44:26,090 - mmaction - INFO - Epoch [76][1200/3757] lr: 6.294e-02, eta: 2 days, 20:19:08, time: 0.583, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4805, loss_cls: 3.5505, loss: 3.5505, grad_norm: 2.5217 2020-07-25 22:44:37,590 - mmaction - INFO - Epoch [76][1220/3757] lr: 6.294e-02, eta: 2 days, 20:18:53, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.2562, top5_acc: 0.5195, loss_cls: 3.3988, loss: 3.3988, grad_norm: 2.4656 2020-07-25 22:44:49,184 - mmaction - INFO - Epoch [76][1240/3757] lr: 6.294e-02, eta: 2 days, 20:18:38, time: 0.580, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5047, loss_cls: 3.4133, loss: 3.4133, grad_norm: 2.5172 2020-07-25 22:45:00,482 - mmaction - INFO - Epoch [76][1260/3757] lr: 6.294e-02, eta: 2 days, 20:18:22, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5117, loss_cls: 3.4531, loss: 3.4531, grad_norm: 2.5605 2020-07-25 22:45:11,975 - mmaction - INFO - Epoch [76][1280/3757] lr: 6.294e-02, eta: 2 days, 20:18:07, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5383, loss_cls: 3.4092, loss: 3.4092, grad_norm: 2.5731 2020-07-25 22:45:23,407 - mmaction - INFO - Epoch [76][1300/3757] lr: 6.294e-02, eta: 2 days, 20:17:52, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5023, loss_cls: 3.4515, loss: 3.4515, grad_norm: 2.5450 2020-07-25 22:45:34,760 - mmaction - INFO - Epoch [76][1320/3757] lr: 6.294e-02, eta: 2 days, 20:17:36, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5055, loss_cls: 3.4239, loss: 3.4239, grad_norm: 2.4964 2020-07-25 22:45:46,115 - mmaction - INFO - Epoch [76][1340/3757] lr: 6.294e-02, eta: 2 days, 20:17:21, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.5320, loss_cls: 3.4048, loss: 3.4048, grad_norm: 2.4934 2020-07-25 22:45:57,619 - mmaction - INFO - Epoch [76][1360/3757] lr: 6.294e-02, eta: 2 days, 20:17:06, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.5102, loss_cls: 3.4379, loss: 3.4379, grad_norm: 2.5322 2020-07-25 22:46:09,043 - mmaction - INFO - Epoch [76][1380/3757] lr: 6.294e-02, eta: 2 days, 20:16:51, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.5164, loss_cls: 3.4731, loss: 3.4731, grad_norm: 2.5605 2020-07-25 22:46:20,534 - mmaction - INFO - Epoch [76][1400/3757] lr: 6.294e-02, eta: 2 days, 20:16:35, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2313, top5_acc: 0.4844, loss_cls: 3.5646, loss: 3.5646, grad_norm: 2.5797 2020-07-25 22:46:31,937 - mmaction - INFO - Epoch [76][1420/3757] lr: 6.294e-02, eta: 2 days, 20:16:20, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5141, loss_cls: 3.4574, loss: 3.4574, grad_norm: 2.4915 2020-07-25 22:46:43,291 - mmaction - INFO - Epoch [76][1440/3757] lr: 6.294e-02, eta: 2 days, 20:16:05, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4977, loss_cls: 3.5146, loss: 3.5146, grad_norm: 2.6054 2020-07-25 22:46:54,645 - mmaction - INFO - Epoch [76][1460/3757] lr: 6.294e-02, eta: 2 days, 20:15:49, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4930, loss_cls: 3.5497, loss: 3.5497, grad_norm: 2.5126 2020-07-25 22:47:06,031 - mmaction - INFO - Epoch [76][1480/3757] lr: 6.294e-02, eta: 2 days, 20:15:34, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.4898, loss_cls: 3.4818, loss: 3.4818, grad_norm: 2.5356 2020-07-25 22:47:17,416 - mmaction - INFO - Epoch [76][1500/3757] lr: 6.294e-02, eta: 2 days, 20:15:18, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.5109, loss_cls: 3.4829, loss: 3.4829, grad_norm: 2.5221 2020-07-25 22:47:28,801 - mmaction - INFO - Epoch [76][1520/3757] lr: 6.294e-02, eta: 2 days, 20:15:03, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.5141, loss_cls: 3.5159, loss: 3.5159, grad_norm: 2.5136 2020-07-25 22:47:40,180 - mmaction - INFO - Epoch [76][1540/3757] lr: 6.294e-02, eta: 2 days, 20:14:47, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2539, top5_acc: 0.5109, loss_cls: 3.4808, loss: 3.4808, grad_norm: 2.5240 2020-07-25 22:47:51,550 - mmaction - INFO - Epoch [76][1560/3757] lr: 6.294e-02, eta: 2 days, 20:14:32, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5023, loss_cls: 3.5080, loss: 3.5080, grad_norm: 2.4521 2020-07-25 22:48:02,864 - mmaction - INFO - Epoch [76][1580/3757] lr: 6.294e-02, eta: 2 days, 20:14:16, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.2539, top5_acc: 0.5125, loss_cls: 3.4399, loss: 3.4399, grad_norm: 2.4417 2020-07-25 22:48:14,278 - mmaction - INFO - Epoch [76][1600/3757] lr: 6.294e-02, eta: 2 days, 20:14:01, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5070, loss_cls: 3.4054, loss: 3.4054, grad_norm: 2.5078 2020-07-25 22:48:25,710 - mmaction - INFO - Epoch [76][1620/3757] lr: 6.294e-02, eta: 2 days, 20:13:46, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4828, loss_cls: 3.5516, loss: 3.5516, grad_norm: 2.5535 2020-07-25 22:48:37,109 - mmaction - INFO - Epoch [76][1640/3757] lr: 6.294e-02, eta: 2 days, 20:13:30, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.4938, loss_cls: 3.5165, loss: 3.5165, grad_norm: 2.4886 2020-07-25 22:48:48,474 - mmaction - INFO - Epoch [76][1660/3757] lr: 6.294e-02, eta: 2 days, 20:13:15, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5172, loss_cls: 3.4844, loss: 3.4844, grad_norm: 2.4883 2020-07-25 22:48:59,915 - mmaction - INFO - Epoch [76][1680/3757] lr: 6.294e-02, eta: 2 days, 20:13:00, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.4961, loss_cls: 3.4690, loss: 3.4690, grad_norm: 2.5344 2020-07-25 22:49:11,355 - mmaction - INFO - Epoch [76][1700/3757] lr: 6.294e-02, eta: 2 days, 20:12:44, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.5055, loss_cls: 3.4542, loss: 3.4542, grad_norm: 2.4626 2020-07-25 22:49:22,941 - mmaction - INFO - Epoch [76][1720/3757] lr: 6.294e-02, eta: 2 days, 20:12:30, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5180, loss_cls: 3.3949, loss: 3.3949, grad_norm: 2.4944 2020-07-25 22:49:34,343 - mmaction - INFO - Epoch [76][1740/3757] lr: 6.294e-02, eta: 2 days, 20:12:14, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4930, loss_cls: 3.5501, loss: 3.5501, grad_norm: 2.5653 2020-07-25 22:49:45,756 - mmaction - INFO - Epoch [76][1760/3757] lr: 6.294e-02, eta: 2 days, 20:11:59, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5047, loss_cls: 3.4961, loss: 3.4961, grad_norm: 2.4716 2020-07-25 22:49:57,196 - mmaction - INFO - Epoch [76][1780/3757] lr: 6.294e-02, eta: 2 days, 20:11:44, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.5180, loss_cls: 3.4848, loss: 3.4848, grad_norm: 2.4776 2020-07-25 22:50:08,554 - mmaction - INFO - Epoch [76][1800/3757] lr: 6.294e-02, eta: 2 days, 20:11:28, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.4969, loss_cls: 3.4421, loss: 3.4421, grad_norm: 2.5250 2020-07-25 22:50:19,977 - mmaction - INFO - Epoch [76][1820/3757] lr: 6.294e-02, eta: 2 days, 20:11:13, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4750, loss_cls: 3.6097, loss: 3.6097, grad_norm: 2.4963 2020-07-25 22:50:31,405 - mmaction - INFO - Epoch [76][1840/3757] lr: 6.294e-02, eta: 2 days, 20:10:58, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4977, loss_cls: 3.5143, loss: 3.5143, grad_norm: 2.4586 2020-07-25 22:50:42,869 - mmaction - INFO - Epoch [76][1860/3757] lr: 6.294e-02, eta: 2 days, 20:10:42, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.2578, top5_acc: 0.5039, loss_cls: 3.4630, loss: 3.4630, grad_norm: 2.5232 2020-07-25 22:50:54,368 - mmaction - INFO - Epoch [76][1880/3757] lr: 6.294e-02, eta: 2 days, 20:10:27, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5211, loss_cls: 3.3746, loss: 3.3746, grad_norm: 2.4582 2020-07-25 22:51:05,725 - mmaction - INFO - Epoch [76][1900/3757] lr: 6.294e-02, eta: 2 days, 20:10:12, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4820, loss_cls: 3.5583, loss: 3.5583, grad_norm: 2.5418 2020-07-25 22:51:17,179 - mmaction - INFO - Epoch [76][1920/3757] lr: 6.294e-02, eta: 2 days, 20:09:57, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4961, loss_cls: 3.4798, loss: 3.4798, grad_norm: 2.4015 2020-07-25 22:51:28,596 - mmaction - INFO - Epoch [76][1940/3757] lr: 6.294e-02, eta: 2 days, 20:09:41, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5352, loss_cls: 3.3495, loss: 3.3495, grad_norm: 2.4282 2020-07-25 22:51:39,861 - mmaction - INFO - Epoch [76][1960/3757] lr: 6.294e-02, eta: 2 days, 20:09:26, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.5031, loss_cls: 3.4430, loss: 3.4430, grad_norm: 2.6057 2020-07-25 22:51:51,218 - mmaction - INFO - Epoch [76][1980/3757] lr: 6.294e-02, eta: 2 days, 20:09:10, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5055, loss_cls: 3.4515, loss: 3.4515, grad_norm: 2.4955 2020-07-25 22:52:02,629 - mmaction - INFO - Epoch [76][2000/3757] lr: 6.294e-02, eta: 2 days, 20:08:55, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5172, loss_cls: 3.4181, loss: 3.4181, grad_norm: 2.5102 2020-07-25 22:52:13,973 - mmaction - INFO - Epoch [76][2020/3757] lr: 6.294e-02, eta: 2 days, 20:08:39, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4789, loss_cls: 3.5387, loss: 3.5387, grad_norm: 2.4971 2020-07-25 22:52:25,514 - mmaction - INFO - Epoch [76][2040/3757] lr: 6.294e-02, eta: 2 days, 20:08:24, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.5000, loss_cls: 3.4496, loss: 3.4496, grad_norm: 2.4714 2020-07-25 22:52:36,953 - mmaction - INFO - Epoch [76][2060/3757] lr: 6.294e-02, eta: 2 days, 20:08:09, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5195, loss_cls: 3.4325, loss: 3.4325, grad_norm: 2.4690 2020-07-25 22:52:48,468 - mmaction - INFO - Epoch [76][2080/3757] lr: 6.294e-02, eta: 2 days, 20:07:54, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5133, loss_cls: 3.3852, loss: 3.3852, grad_norm: 2.5032 2020-07-25 22:52:59,787 - mmaction - INFO - Epoch [76][2100/3757] lr: 6.294e-02, eta: 2 days, 20:07:39, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5008, loss_cls: 3.4413, loss: 3.4413, grad_norm: 2.4588 2020-07-25 22:53:11,197 - mmaction - INFO - Epoch [76][2120/3757] lr: 6.294e-02, eta: 2 days, 20:07:23, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5242, loss_cls: 3.3188, loss: 3.3188, grad_norm: 2.4486 2020-07-25 22:53:22,568 - mmaction - INFO - Epoch [76][2140/3757] lr: 6.294e-02, eta: 2 days, 20:07:08, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4719, loss_cls: 3.6444, loss: 3.6444, grad_norm: 2.5561 2020-07-25 22:53:33,930 - mmaction - INFO - Epoch [76][2160/3757] lr: 6.294e-02, eta: 2 days, 20:06:52, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.5102, loss_cls: 3.5437, loss: 3.5437, grad_norm: 2.5731 2020-07-25 22:53:45,327 - mmaction - INFO - Epoch [76][2180/3757] lr: 6.294e-02, eta: 2 days, 20:06:37, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5070, loss_cls: 3.4889, loss: 3.4889, grad_norm: 2.5124 2020-07-25 22:53:56,721 - mmaction - INFO - Epoch [76][2200/3757] lr: 6.294e-02, eta: 2 days, 20:06:22, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4906, loss_cls: 3.5588, loss: 3.5588, grad_norm: 2.5823 2020-07-25 22:54:08,183 - mmaction - INFO - Epoch [76][2220/3757] lr: 6.294e-02, eta: 2 days, 20:06:07, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5086, loss_cls: 3.4149, loss: 3.4149, grad_norm: 2.4936 2020-07-25 22:54:19,544 - mmaction - INFO - Epoch [76][2240/3757] lr: 6.294e-02, eta: 2 days, 20:05:51, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.4945, loss_cls: 3.4822, loss: 3.4822, grad_norm: 2.5247 2020-07-25 22:54:30,921 - mmaction - INFO - Epoch [76][2260/3757] lr: 6.294e-02, eta: 2 days, 20:05:36, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5117, loss_cls: 3.3888, loss: 3.3888, grad_norm: 2.4405 2020-07-25 22:54:42,359 - mmaction - INFO - Epoch [76][2280/3757] lr: 6.294e-02, eta: 2 days, 20:05:21, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.4953, loss_cls: 3.5087, loss: 3.5087, grad_norm: 2.5247 2020-07-25 22:54:53,723 - mmaction - INFO - Epoch [76][2300/3757] lr: 6.294e-02, eta: 2 days, 20:05:05, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5023, loss_cls: 3.5488, loss: 3.5488, grad_norm: 2.5247 2020-07-25 22:55:05,165 - mmaction - INFO - Epoch [76][2320/3757] lr: 6.294e-02, eta: 2 days, 20:04:50, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4914, loss_cls: 3.5171, loss: 3.5171, grad_norm: 2.4953 2020-07-25 22:55:16,601 - mmaction - INFO - Epoch [76][2340/3757] lr: 6.294e-02, eta: 2 days, 20:04:35, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5125, loss_cls: 3.4251, loss: 3.4251, grad_norm: 2.5229 2020-07-25 22:55:28,046 - mmaction - INFO - Epoch [76][2360/3757] lr: 6.294e-02, eta: 2 days, 20:04:20, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5156, loss_cls: 3.4197, loss: 3.4197, grad_norm: 2.5927 2020-07-25 22:55:39,582 - mmaction - INFO - Epoch [76][2380/3757] lr: 6.294e-02, eta: 2 days, 20:04:05, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5242, loss_cls: 3.4012, loss: 3.4012, grad_norm: 2.5311 2020-07-25 22:55:51,007 - mmaction - INFO - Epoch [76][2400/3757] lr: 6.294e-02, eta: 2 days, 20:03:49, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2641, top5_acc: 0.5023, loss_cls: 3.4617, loss: 3.4617, grad_norm: 2.5634 2020-07-25 22:56:02,485 - mmaction - INFO - Epoch [76][2420/3757] lr: 6.294e-02, eta: 2 days, 20:03:34, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.5031, loss_cls: 3.5188, loss: 3.5188, grad_norm: 2.4225 2020-07-25 22:56:13,902 - mmaction - INFO - Epoch [76][2440/3757] lr: 6.294e-02, eta: 2 days, 20:03:19, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.4977, loss_cls: 3.5394, loss: 3.5394, grad_norm: 2.4414 2020-07-25 22:56:25,242 - mmaction - INFO - Epoch [76][2460/3757] lr: 6.294e-02, eta: 2 days, 20:03:03, time: 0.567, data_time: 0.004, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5148, loss_cls: 3.4461, loss: 3.4461, grad_norm: 2.4317 2020-07-25 22:56:36,650 - mmaction - INFO - Epoch [76][2480/3757] lr: 6.294e-02, eta: 2 days, 20:02:48, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5055, loss_cls: 3.4754, loss: 3.4754, grad_norm: 2.4938 2020-07-25 22:56:47,979 - mmaction - INFO - Epoch [76][2500/3757] lr: 6.294e-02, eta: 2 days, 20:02:33, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5172, loss_cls: 3.3990, loss: 3.3990, grad_norm: 2.5270 2020-07-25 22:56:59,313 - mmaction - INFO - Epoch [76][2520/3757] lr: 6.294e-02, eta: 2 days, 20:02:17, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.4906, loss_cls: 3.5220, loss: 3.5220, grad_norm: 2.5117 2020-07-25 22:57:10,721 - mmaction - INFO - Epoch [76][2540/3757] lr: 6.294e-02, eta: 2 days, 20:02:02, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.5023, loss_cls: 3.4954, loss: 3.4954, grad_norm: 2.4692 2020-07-25 22:57:22,155 - mmaction - INFO - Epoch [76][2560/3757] lr: 6.294e-02, eta: 2 days, 20:01:47, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.5031, loss_cls: 3.4587, loss: 3.4587, grad_norm: 2.5673 2020-07-25 22:57:33,521 - mmaction - INFO - Epoch [76][2580/3757] lr: 6.294e-02, eta: 2 days, 20:01:31, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5109, loss_cls: 3.4466, loss: 3.4466, grad_norm: 2.5280 2020-07-25 22:57:45,053 - mmaction - INFO - Epoch [76][2600/3757] lr: 6.294e-02, eta: 2 days, 20:01:16, time: 0.577, data_time: 0.012, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4914, loss_cls: 3.4749, loss: 3.4749, grad_norm: 2.4990 2020-07-25 22:57:56,425 - mmaction - INFO - Epoch [76][2620/3757] lr: 6.294e-02, eta: 2 days, 20:01:01, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4844, loss_cls: 3.4998, loss: 3.4998, grad_norm: 2.4945 2020-07-25 22:58:07,839 - mmaction - INFO - Epoch [76][2640/3757] lr: 6.294e-02, eta: 2 days, 20:00:46, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5156, loss_cls: 3.3898, loss: 3.3898, grad_norm: 2.5288 2020-07-25 22:58:19,227 - mmaction - INFO - Epoch [76][2660/3757] lr: 6.294e-02, eta: 2 days, 20:00:30, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.5086, loss_cls: 3.4548, loss: 3.4548, grad_norm: 2.5198 2020-07-25 22:58:30,578 - mmaction - INFO - Epoch [76][2680/3757] lr: 6.294e-02, eta: 2 days, 20:00:15, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.5109, loss_cls: 3.4184, loss: 3.4184, grad_norm: 2.5292 2020-07-25 22:58:42,090 - mmaction - INFO - Epoch [76][2700/3757] lr: 6.294e-02, eta: 2 days, 20:00:00, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5047, loss_cls: 3.4744, loss: 3.4744, grad_norm: 2.5024 2020-07-25 22:58:53,508 - mmaction - INFO - Epoch [76][2720/3757] lr: 6.294e-02, eta: 2 days, 19:59:45, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5086, loss_cls: 3.4408, loss: 3.4408, grad_norm: 2.4746 2020-07-25 22:59:04,956 - mmaction - INFO - Epoch [76][2740/3757] lr: 6.294e-02, eta: 2 days, 19:59:29, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.5047, loss_cls: 3.4772, loss: 3.4772, grad_norm: 2.5499 2020-07-25 22:59:16,355 - mmaction - INFO - Epoch [76][2760/3757] lr: 6.294e-02, eta: 2 days, 19:59:14, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4844, loss_cls: 3.4863, loss: 3.4863, grad_norm: 2.5029 2020-07-25 22:59:27,804 - mmaction - INFO - Epoch [76][2780/3757] lr: 6.294e-02, eta: 2 days, 19:58:59, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2727, top5_acc: 0.4977, loss_cls: 3.4926, loss: 3.4926, grad_norm: 2.5651 2020-07-25 22:59:39,167 - mmaction - INFO - Epoch [76][2800/3757] lr: 6.294e-02, eta: 2 days, 19:58:43, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5125, loss_cls: 3.4129, loss: 3.4129, grad_norm: 2.5265 2020-07-25 22:59:50,464 - mmaction - INFO - Epoch [76][2820/3757] lr: 6.294e-02, eta: 2 days, 19:58:28, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.5070, loss_cls: 3.4561, loss: 3.4561, grad_norm: 2.5158 2020-07-25 23:00:01,966 - mmaction - INFO - Epoch [76][2840/3757] lr: 6.294e-02, eta: 2 days, 19:58:13, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4828, loss_cls: 3.5441, loss: 3.5441, grad_norm: 2.5248 2020-07-25 23:00:19,132 - mmaction - INFO - Epoch [76][2860/3757] lr: 6.294e-02, eta: 2 days, 19:58:12, time: 0.857, data_time: 0.006, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5266, loss_cls: 3.3890, loss: 3.3890, grad_norm: 2.4862 2020-07-25 23:00:30,665 - mmaction - INFO - Epoch [76][2880/3757] lr: 6.294e-02, eta: 2 days, 19:57:57, time: 0.579, data_time: 0.006, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5016, loss_cls: 3.3860, loss: 3.3860, grad_norm: 2.5104 2020-07-25 23:00:42,117 - mmaction - INFO - Epoch [76][2900/3757] lr: 6.294e-02, eta: 2 days, 19:57:42, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4797, loss_cls: 3.5537, loss: 3.5537, grad_norm: 2.5428 2020-07-25 23:00:53,517 - mmaction - INFO - Epoch [76][2920/3757] lr: 6.294e-02, eta: 2 days, 19:57:27, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5133, loss_cls: 3.4307, loss: 3.4307, grad_norm: 2.5308 2020-07-25 23:01:04,840 - mmaction - INFO - Epoch [76][2940/3757] lr: 6.294e-02, eta: 2 days, 19:57:11, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5164, loss_cls: 3.3972, loss: 3.3972, grad_norm: 2.5215 2020-07-25 23:01:16,235 - mmaction - INFO - Epoch [76][2960/3757] lr: 6.294e-02, eta: 2 days, 19:56:56, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.4945, loss_cls: 3.4182, loss: 3.4182, grad_norm: 2.4485 2020-07-25 23:01:27,694 - mmaction - INFO - Epoch [76][2980/3757] lr: 6.294e-02, eta: 2 days, 19:56:41, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4891, loss_cls: 3.5231, loss: 3.5231, grad_norm: 2.5190 2020-07-25 23:01:39,100 - mmaction - INFO - Epoch [76][3000/3757] lr: 6.294e-02, eta: 2 days, 19:56:26, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4938, loss_cls: 3.5397, loss: 3.5397, grad_norm: 2.5571 2020-07-25 23:01:50,656 - mmaction - INFO - Epoch [76][3020/3757] lr: 6.294e-02, eta: 2 days, 19:56:11, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5312, loss_cls: 3.4265, loss: 3.4265, grad_norm: 2.5152 2020-07-25 23:02:02,008 - mmaction - INFO - Epoch [76][3040/3757] lr: 6.294e-02, eta: 2 days, 19:55:55, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.5188, loss_cls: 3.4369, loss: 3.4369, grad_norm: 2.5049 2020-07-25 23:02:13,438 - mmaction - INFO - Epoch [76][3060/3757] lr: 6.294e-02, eta: 2 days, 19:55:40, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5188, loss_cls: 3.4344, loss: 3.4344, grad_norm: 2.5366 2020-07-25 23:02:24,850 - mmaction - INFO - Epoch [76][3080/3757] lr: 6.294e-02, eta: 2 days, 19:55:25, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.4953, loss_cls: 3.4743, loss: 3.4743, grad_norm: 2.5545 2020-07-25 23:02:36,198 - mmaction - INFO - Epoch [76][3100/3757] lr: 6.294e-02, eta: 2 days, 19:55:10, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5109, loss_cls: 3.4547, loss: 3.4547, grad_norm: 2.5288 2020-07-25 23:02:47,623 - mmaction - INFO - Epoch [76][3120/3757] lr: 6.294e-02, eta: 2 days, 19:54:54, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4875, loss_cls: 3.4667, loss: 3.4667, grad_norm: 2.5303 2020-07-25 23:02:59,006 - mmaction - INFO - Epoch [76][3140/3757] lr: 6.294e-02, eta: 2 days, 19:54:39, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5055, loss_cls: 3.4738, loss: 3.4738, grad_norm: 2.4785 2020-07-25 23:03:10,425 - mmaction - INFO - Epoch [76][3160/3757] lr: 6.294e-02, eta: 2 days, 19:54:24, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.4906, loss_cls: 3.4482, loss: 3.4482, grad_norm: 2.5411 2020-07-25 23:03:21,883 - mmaction - INFO - Epoch [76][3180/3757] lr: 6.294e-02, eta: 2 days, 19:54:09, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5188, loss_cls: 3.4035, loss: 3.4035, grad_norm: 2.5086 2020-07-25 23:03:33,174 - mmaction - INFO - Epoch [76][3200/3757] lr: 6.294e-02, eta: 2 days, 19:53:53, time: 0.564, data_time: 0.001, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4922, loss_cls: 3.5512, loss: 3.5512, grad_norm: 2.5122 2020-07-25 23:03:44,601 - mmaction - INFO - Epoch [76][3220/3757] lr: 6.294e-02, eta: 2 days, 19:53:38, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.5008, loss_cls: 3.4284, loss: 3.4284, grad_norm: 2.4579 2020-07-25 23:03:55,951 - mmaction - INFO - Epoch [76][3240/3757] lr: 6.294e-02, eta: 2 days, 19:53:22, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4906, loss_cls: 3.5253, loss: 3.5253, grad_norm: 2.4721 2020-07-25 23:04:07,391 - mmaction - INFO - Epoch [76][3260/3757] lr: 6.294e-02, eta: 2 days, 19:53:07, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5000, loss_cls: 3.4236, loss: 3.4236, grad_norm: 2.4635 2020-07-25 23:04:18,952 - mmaction - INFO - Epoch [76][3280/3757] lr: 6.294e-02, eta: 2 days, 19:52:52, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.4891, loss_cls: 3.4416, loss: 3.4416, grad_norm: 2.5064 2020-07-25 23:04:30,402 - mmaction - INFO - Epoch [76][3300/3757] lr: 6.294e-02, eta: 2 days, 19:52:37, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.5133, loss_cls: 3.4491, loss: 3.4491, grad_norm: 2.5813 2020-07-25 23:04:41,750 - mmaction - INFO - Epoch [76][3320/3757] lr: 6.294e-02, eta: 2 days, 19:52:22, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5203, loss_cls: 3.4402, loss: 3.4402, grad_norm: 2.5870 2020-07-25 23:04:53,194 - mmaction - INFO - Epoch [76][3340/3757] lr: 6.294e-02, eta: 2 days, 19:52:07, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5148, loss_cls: 3.4178, loss: 3.4178, grad_norm: 2.5212 2020-07-25 23:05:04,641 - mmaction - INFO - Epoch [76][3360/3757] lr: 6.294e-02, eta: 2 days, 19:51:51, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.5188, loss_cls: 3.4371, loss: 3.4371, grad_norm: 2.5073 2020-07-25 23:05:16,105 - mmaction - INFO - Epoch [76][3380/3757] lr: 6.294e-02, eta: 2 days, 19:51:36, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2641, top5_acc: 0.4898, loss_cls: 3.4626, loss: 3.4626, grad_norm: 2.5109 2020-07-25 23:05:27,503 - mmaction - INFO - Epoch [76][3400/3757] lr: 6.294e-02, eta: 2 days, 19:51:21, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4938, loss_cls: 3.5304, loss: 3.5304, grad_norm: 2.6480 2020-07-25 23:05:38,829 - mmaction - INFO - Epoch [76][3420/3757] lr: 6.294e-02, eta: 2 days, 19:51:06, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.5141, loss_cls: 3.4229, loss: 3.4229, grad_norm: 2.5413 2020-07-25 23:05:50,263 - mmaction - INFO - Epoch [76][3440/3757] lr: 6.294e-02, eta: 2 days, 19:50:50, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5125, loss_cls: 3.4329, loss: 3.4329, grad_norm: 2.4780 2020-07-25 23:06:01,687 - mmaction - INFO - Epoch [76][3460/3757] lr: 6.294e-02, eta: 2 days, 19:50:35, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5086, loss_cls: 3.4762, loss: 3.4762, grad_norm: 2.5192 2020-07-25 23:06:13,136 - mmaction - INFO - Epoch [76][3480/3757] lr: 6.294e-02, eta: 2 days, 19:50:20, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.5211, loss_cls: 3.4240, loss: 3.4240, grad_norm: 2.5129 2020-07-25 23:06:24,521 - mmaction - INFO - Epoch [76][3500/3757] lr: 6.294e-02, eta: 2 days, 19:50:05, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2469, top5_acc: 0.5016, loss_cls: 3.5266, loss: 3.5266, grad_norm: 2.5322 2020-07-25 23:06:36,262 - mmaction - INFO - Epoch [76][3520/3757] lr: 6.294e-02, eta: 2 days, 19:49:50, time: 0.587, data_time: 0.021, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5000, loss_cls: 3.4646, loss: 3.4646, grad_norm: 2.4987 2020-07-25 23:06:47,683 - mmaction - INFO - Epoch [76][3540/3757] lr: 6.294e-02, eta: 2 days, 19:49:35, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4984, loss_cls: 3.5362, loss: 3.5362, grad_norm: 2.5331 2020-07-25 23:06:59,134 - mmaction - INFO - Epoch [76][3560/3757] lr: 6.294e-02, eta: 2 days, 19:49:20, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5094, loss_cls: 3.4695, loss: 3.4695, grad_norm: 2.4959 2020-07-25 23:07:10,581 - mmaction - INFO - Epoch [76][3580/3757] lr: 6.294e-02, eta: 2 days, 19:49:05, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4977, loss_cls: 3.4608, loss: 3.4608, grad_norm: 2.5072 2020-07-25 23:07:22,123 - mmaction - INFO - Epoch [76][3600/3757] lr: 6.294e-02, eta: 2 days, 19:48:50, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5227, loss_cls: 3.3941, loss: 3.3941, grad_norm: 2.5162 2020-07-25 23:07:33,694 - mmaction - INFO - Epoch [76][3620/3757] lr: 6.294e-02, eta: 2 days, 19:48:35, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.2398, top5_acc: 0.5008, loss_cls: 3.5151, loss: 3.5151, grad_norm: 2.5733 2020-07-25 23:07:45,016 - mmaction - INFO - Epoch [76][3640/3757] lr: 6.294e-02, eta: 2 days, 19:48:20, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4836, loss_cls: 3.5548, loss: 3.5548, grad_norm: 2.5230 2020-07-25 23:07:56,400 - mmaction - INFO - Epoch [76][3660/3757] lr: 6.294e-02, eta: 2 days, 19:48:04, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5125, loss_cls: 3.4707, loss: 3.4707, grad_norm: 2.4549 2020-07-25 23:08:07,745 - mmaction - INFO - Epoch [76][3680/3757] lr: 6.294e-02, eta: 2 days, 19:47:49, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4883, loss_cls: 3.5388, loss: 3.5388, grad_norm: 2.5121 2020-07-25 23:08:19,091 - mmaction - INFO - Epoch [76][3700/3757] lr: 6.294e-02, eta: 2 days, 19:47:34, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.5125, loss_cls: 3.4467, loss: 3.4467, grad_norm: 2.5565 2020-07-25 23:08:30,546 - mmaction - INFO - Epoch [76][3720/3757] lr: 6.294e-02, eta: 2 days, 19:47:18, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5180, loss_cls: 3.3756, loss: 3.3756, grad_norm: 2.5612 2020-07-25 23:08:41,999 - mmaction - INFO - Epoch [76][3740/3757] lr: 6.294e-02, eta: 2 days, 19:47:03, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4922, loss_cls: 3.5034, loss: 3.5034, grad_norm: 2.5960 2020-07-25 23:11:52,163 - mmaction - INFO - Epoch [77][20/3757] lr: 6.210e-02, eta: 2 days, 19:53:03, time: 8.704, data_time: 8.016, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5180, loss_cls: 3.3426, loss: 3.3426, grad_norm: 2.5187 2020-07-25 23:12:03,546 - mmaction - INFO - Epoch [77][40/3757] lr: 6.210e-02, eta: 2 days, 19:52:48, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2641, top5_acc: 0.5023, loss_cls: 3.4767, loss: 3.4767, grad_norm: 2.6044 2020-07-25 23:12:14,827 - mmaction - INFO - Epoch [77][60/3757] lr: 6.210e-02, eta: 2 days, 19:52:32, time: 0.564, data_time: 0.002, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5352, loss_cls: 3.3572, loss: 3.3572, grad_norm: 2.5164 2020-07-25 23:12:26,059 - mmaction - INFO - Epoch [77][80/3757] lr: 6.210e-02, eta: 2 days, 19:52:16, time: 0.561, data_time: 0.002, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5188, loss_cls: 3.4340, loss: 3.4340, grad_norm: 2.4557 2020-07-25 23:12:37,364 - mmaction - INFO - Epoch [77][100/3757] lr: 6.210e-02, eta: 2 days, 19:52:01, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.5195, loss_cls: 3.4380, loss: 3.4380, grad_norm: 2.5160 2020-07-25 23:12:48,729 - mmaction - INFO - Epoch [77][120/3757] lr: 6.210e-02, eta: 2 days, 19:51:45, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.5008, loss_cls: 3.4592, loss: 3.4592, grad_norm: 2.5224 2020-07-25 23:13:00,131 - mmaction - INFO - Epoch [77][140/3757] lr: 6.210e-02, eta: 2 days, 19:51:30, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4977, loss_cls: 3.5598, loss: 3.5598, grad_norm: 2.6162 2020-07-25 23:13:11,503 - mmaction - INFO - Epoch [77][160/3757] lr: 6.210e-02, eta: 2 days, 19:51:15, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.5094, loss_cls: 3.4038, loss: 3.4038, grad_norm: 2.5732 2020-07-25 23:13:22,992 - mmaction - INFO - Epoch [77][180/3757] lr: 6.210e-02, eta: 2 days, 19:51:00, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.5156, loss_cls: 3.3888, loss: 3.3888, grad_norm: 2.5100 2020-07-25 23:13:34,413 - mmaction - INFO - Epoch [77][200/3757] lr: 6.210e-02, eta: 2 days, 19:50:44, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2570, top5_acc: 0.4898, loss_cls: 3.5102, loss: 3.5102, grad_norm: 2.5801 2020-07-25 23:13:45,876 - mmaction - INFO - Epoch [77][220/3757] lr: 6.210e-02, eta: 2 days, 19:50:29, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5211, loss_cls: 3.3518, loss: 3.3518, grad_norm: 2.5202 2020-07-25 23:13:57,303 - mmaction - INFO - Epoch [77][240/3757] lr: 6.210e-02, eta: 2 days, 19:50:14, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.5023, loss_cls: 3.5782, loss: 3.5782, grad_norm: 2.6885 2020-07-25 23:14:08,721 - mmaction - INFO - Epoch [77][260/3757] lr: 6.210e-02, eta: 2 days, 19:49:59, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.5031, loss_cls: 3.4530, loss: 3.4530, grad_norm: 2.5050 2020-07-25 23:14:20,040 - mmaction - INFO - Epoch [77][280/3757] lr: 6.210e-02, eta: 2 days, 19:49:43, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.4969, loss_cls: 3.4765, loss: 3.4765, grad_norm: 2.5764 2020-07-25 23:14:31,482 - mmaction - INFO - Epoch [77][300/3757] lr: 6.210e-02, eta: 2 days, 19:49:28, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2641, top5_acc: 0.5023, loss_cls: 3.4725, loss: 3.4725, grad_norm: 2.5484 2020-07-25 23:14:42,985 - mmaction - INFO - Epoch [77][320/3757] lr: 6.210e-02, eta: 2 days, 19:49:13, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.4844, loss_cls: 3.5156, loss: 3.5156, grad_norm: 2.5893 2020-07-25 23:14:54,459 - mmaction - INFO - Epoch [77][340/3757] lr: 6.210e-02, eta: 2 days, 19:48:58, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.2594, top5_acc: 0.4938, loss_cls: 3.4889, loss: 3.4889, grad_norm: 2.4825 2020-07-25 23:15:05,838 - mmaction - INFO - Epoch [77][360/3757] lr: 6.210e-02, eta: 2 days, 19:48:42, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5148, loss_cls: 3.4267, loss: 3.4267, grad_norm: 2.5178 2020-07-25 23:15:17,225 - mmaction - INFO - Epoch [77][380/3757] lr: 6.210e-02, eta: 2 days, 19:48:27, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5164, loss_cls: 3.4390, loss: 3.4390, grad_norm: 2.6147 2020-07-25 23:15:28,738 - mmaction - INFO - Epoch [77][400/3757] lr: 6.210e-02, eta: 2 days, 19:48:12, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5156, loss_cls: 3.4532, loss: 3.4532, grad_norm: 2.4987 2020-07-25 23:15:39,972 - mmaction - INFO - Epoch [77][420/3757] lr: 6.210e-02, eta: 2 days, 19:47:56, time: 0.562, data_time: 0.004, memory: 5232, top1_acc: 0.2570, top5_acc: 0.4969, loss_cls: 3.5048, loss: 3.5048, grad_norm: 2.5147 2020-07-25 23:15:51,455 - mmaction - INFO - Epoch [77][440/3757] lr: 6.210e-02, eta: 2 days, 19:47:41, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.5000, loss_cls: 3.5066, loss: 3.5066, grad_norm: 2.4643 2020-07-25 23:16:03,011 - mmaction - INFO - Epoch [77][460/3757] lr: 6.210e-02, eta: 2 days, 19:47:26, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5008, loss_cls: 3.3938, loss: 3.3938, grad_norm: 2.5408 2020-07-25 23:16:14,517 - mmaction - INFO - Epoch [77][480/3757] lr: 6.210e-02, eta: 2 days, 19:47:11, time: 0.575, data_time: 0.002, memory: 5232, top1_acc: 0.2609, top5_acc: 0.4977, loss_cls: 3.5167, loss: 3.5167, grad_norm: 2.6064 2020-07-25 23:16:25,996 - mmaction - INFO - Epoch [77][500/3757] lr: 6.210e-02, eta: 2 days, 19:46:56, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.2602, top5_acc: 0.4891, loss_cls: 3.5103, loss: 3.5103, grad_norm: 2.4987 2020-07-25 23:16:37,340 - mmaction - INFO - Epoch [77][520/3757] lr: 6.210e-02, eta: 2 days, 19:46:41, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4852, loss_cls: 3.5892, loss: 3.5892, grad_norm: 2.6035 2020-07-25 23:16:48,851 - mmaction - INFO - Epoch [77][540/3757] lr: 6.210e-02, eta: 2 days, 19:46:26, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.5070, loss_cls: 3.4301, loss: 3.4301, grad_norm: 2.4292 2020-07-25 23:17:00,297 - mmaction - INFO - Epoch [77][560/3757] lr: 6.210e-02, eta: 2 days, 19:46:11, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.5031, loss_cls: 3.4571, loss: 3.4571, grad_norm: 2.5054 2020-07-25 23:17:11,791 - mmaction - INFO - Epoch [77][580/3757] lr: 6.210e-02, eta: 2 days, 19:45:55, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.2633, top5_acc: 0.4898, loss_cls: 3.4628, loss: 3.4628, grad_norm: 2.4946 2020-07-25 23:17:23,223 - mmaction - INFO - Epoch [77][600/3757] lr: 6.210e-02, eta: 2 days, 19:45:40, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5094, loss_cls: 3.4043, loss: 3.4043, grad_norm: 2.5797 2020-07-25 23:17:34,617 - mmaction - INFO - Epoch [77][620/3757] lr: 6.210e-02, eta: 2 days, 19:45:25, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4984, loss_cls: 3.5030, loss: 3.5030, grad_norm: 2.6206 2020-07-25 23:17:46,017 - mmaction - INFO - Epoch [77][640/3757] lr: 6.210e-02, eta: 2 days, 19:45:10, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.5086, loss_cls: 3.4174, loss: 3.4174, grad_norm: 2.5216 2020-07-25 23:17:57,435 - mmaction - INFO - Epoch [77][660/3757] lr: 6.210e-02, eta: 2 days, 19:44:54, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2617, top5_acc: 0.4977, loss_cls: 3.4806, loss: 3.4806, grad_norm: 2.5614 2020-07-25 23:18:08,912 - mmaction - INFO - Epoch [77][680/3757] lr: 6.210e-02, eta: 2 days, 19:44:39, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.2570, top5_acc: 0.5031, loss_cls: 3.5113, loss: 3.5113, grad_norm: 2.6203 2020-07-25 23:18:20,298 - mmaction - INFO - Epoch [77][700/3757] lr: 6.210e-02, eta: 2 days, 19:44:24, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5133, loss_cls: 3.4174, loss: 3.4174, grad_norm: 2.5524 2020-07-25 23:18:31,678 - mmaction - INFO - Epoch [77][720/3757] lr: 6.210e-02, eta: 2 days, 19:44:09, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.5055, loss_cls: 3.4799, loss: 3.4799, grad_norm: 2.5935 2020-07-25 23:18:43,062 - mmaction - INFO - Epoch [77][740/3757] lr: 6.210e-02, eta: 2 days, 19:43:53, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5211, loss_cls: 3.3950, loss: 3.3950, grad_norm: 2.5280 2020-07-25 23:18:54,429 - mmaction - INFO - Epoch [77][760/3757] lr: 6.210e-02, eta: 2 days, 19:43:38, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5188, loss_cls: 3.3761, loss: 3.3761, grad_norm: 2.5753 2020-07-25 23:19:05,885 - mmaction - INFO - Epoch [77][780/3757] lr: 6.210e-02, eta: 2 days, 19:43:23, time: 0.573, data_time: 0.005, memory: 5232, top1_acc: 0.2547, top5_acc: 0.5023, loss_cls: 3.4756, loss: 3.4756, grad_norm: 2.5700 2020-07-25 23:19:17,336 - mmaction - INFO - Epoch [77][800/3757] lr: 6.210e-02, eta: 2 days, 19:43:08, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5164, loss_cls: 3.3873, loss: 3.3873, grad_norm: 2.5158 2020-07-25 23:19:28,814 - mmaction - INFO - Epoch [77][820/3757] lr: 6.210e-02, eta: 2 days, 19:42:53, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2641, top5_acc: 0.5242, loss_cls: 3.4001, loss: 3.4001, grad_norm: 2.5618 2020-07-25 23:19:40,255 - mmaction - INFO - Epoch [77][840/3757] lr: 6.210e-02, eta: 2 days, 19:42:37, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5234, loss_cls: 3.4415, loss: 3.4415, grad_norm: 2.5637 2020-07-25 23:19:51,810 - mmaction - INFO - Epoch [77][860/3757] lr: 6.210e-02, eta: 2 days, 19:42:22, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4930, loss_cls: 3.5060, loss: 3.5060, grad_norm: 2.4786 2020-07-25 23:20:03,260 - mmaction - INFO - Epoch [77][880/3757] lr: 6.210e-02, eta: 2 days, 19:42:07, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5031, loss_cls: 3.4628, loss: 3.4628, grad_norm: 2.5218 2020-07-25 23:20:14,563 - mmaction - INFO - Epoch [77][900/3757] lr: 6.210e-02, eta: 2 days, 19:41:52, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4891, loss_cls: 3.4806, loss: 3.4806, grad_norm: 2.5284 2020-07-25 23:20:26,058 - mmaction - INFO - Epoch [77][920/3757] lr: 6.210e-02, eta: 2 days, 19:41:37, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5055, loss_cls: 3.3688, loss: 3.3688, grad_norm: 2.5484 2020-07-25 23:20:37,485 - mmaction - INFO - Epoch [77][940/3757] lr: 6.210e-02, eta: 2 days, 19:41:22, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.5016, loss_cls: 3.5237, loss: 3.5237, grad_norm: 2.6156 2020-07-25 23:20:48,934 - mmaction - INFO - Epoch [77][960/3757] lr: 6.210e-02, eta: 2 days, 19:41:06, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5305, loss_cls: 3.3763, loss: 3.3763, grad_norm: 2.5252 2020-07-25 23:21:00,433 - mmaction - INFO - Epoch [77][980/3757] lr: 6.210e-02, eta: 2 days, 19:40:51, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4797, loss_cls: 3.6208, loss: 3.6208, grad_norm: 2.5124 2020-07-25 23:21:11,906 - mmaction - INFO - Epoch [77][1000/3757] lr: 6.210e-02, eta: 2 days, 19:40:36, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4719, loss_cls: 3.5331, loss: 3.5331, grad_norm: 2.4779 2020-07-25 23:21:23,308 - mmaction - INFO - Epoch [77][1020/3757] lr: 6.210e-02, eta: 2 days, 19:40:21, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5227, loss_cls: 3.3812, loss: 3.3812, grad_norm: 2.5021 2020-07-25 23:21:34,699 - mmaction - INFO - Epoch [77][1040/3757] lr: 6.210e-02, eta: 2 days, 19:40:06, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5172, loss_cls: 3.4424, loss: 3.4424, grad_norm: 2.5027 2020-07-25 23:21:46,071 - mmaction - INFO - Epoch [77][1060/3757] lr: 6.210e-02, eta: 2 days, 19:39:50, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.4992, loss_cls: 3.4920, loss: 3.4920, grad_norm: 2.5492 2020-07-25 23:21:57,518 - mmaction - INFO - Epoch [77][1080/3757] lr: 6.210e-02, eta: 2 days, 19:39:35, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4781, loss_cls: 3.5757, loss: 3.5757, grad_norm: 2.4900 2020-07-25 23:22:09,014 - mmaction - INFO - Epoch [77][1100/3757] lr: 6.210e-02, eta: 2 days, 19:39:20, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5016, loss_cls: 3.4599, loss: 3.4599, grad_norm: 2.4470 2020-07-25 23:22:20,409 - mmaction - INFO - Epoch [77][1120/3757] lr: 6.210e-02, eta: 2 days, 19:39:05, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5047, loss_cls: 3.4850, loss: 3.4850, grad_norm: 2.5142 2020-07-25 23:22:31,775 - mmaction - INFO - Epoch [77][1140/3757] lr: 6.210e-02, eta: 2 days, 19:38:50, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4672, loss_cls: 3.5237, loss: 3.5237, grad_norm: 2.4621 2020-07-25 23:22:43,094 - mmaction - INFO - Epoch [77][1160/3757] lr: 6.210e-02, eta: 2 days, 19:38:34, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5180, loss_cls: 3.4378, loss: 3.4378, grad_norm: 2.5083 2020-07-25 23:22:54,536 - mmaction - INFO - Epoch [77][1180/3757] lr: 6.210e-02, eta: 2 days, 19:38:19, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5117, loss_cls: 3.4556, loss: 3.4556, grad_norm: 2.5440 2020-07-25 23:23:05,905 - mmaction - INFO - Epoch [77][1200/3757] lr: 6.210e-02, eta: 2 days, 19:38:04, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5141, loss_cls: 3.3894, loss: 3.3894, grad_norm: 2.4505 2020-07-25 23:23:17,376 - mmaction - INFO - Epoch [77][1220/3757] lr: 6.210e-02, eta: 2 days, 19:37:48, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5336, loss_cls: 3.3918, loss: 3.3918, grad_norm: 2.5105 2020-07-25 23:23:28,781 - mmaction - INFO - Epoch [77][1240/3757] lr: 6.210e-02, eta: 2 days, 19:37:33, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.5070, loss_cls: 3.4914, loss: 3.4914, grad_norm: 2.6644 2020-07-25 23:23:40,108 - mmaction - INFO - Epoch [77][1260/3757] lr: 6.210e-02, eta: 2 days, 19:37:18, time: 0.567, data_time: 0.004, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4922, loss_cls: 3.5120, loss: 3.5120, grad_norm: 2.5132 2020-07-25 23:23:51,498 - mmaction - INFO - Epoch [77][1280/3757] lr: 6.210e-02, eta: 2 days, 19:37:02, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5281, loss_cls: 3.3841, loss: 3.3841, grad_norm: 2.5498 2020-07-25 23:24:02,914 - mmaction - INFO - Epoch [77][1300/3757] lr: 6.210e-02, eta: 2 days, 19:36:47, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5008, loss_cls: 3.5184, loss: 3.5184, grad_norm: 2.5532 2020-07-25 23:24:14,377 - mmaction - INFO - Epoch [77][1320/3757] lr: 6.210e-02, eta: 2 days, 19:36:32, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5188, loss_cls: 3.4177, loss: 3.4177, grad_norm: 2.5515 2020-07-25 23:24:25,931 - mmaction - INFO - Epoch [77][1340/3757] lr: 6.210e-02, eta: 2 days, 19:36:17, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.5180, loss_cls: 3.4027, loss: 3.4027, grad_norm: 2.4856 2020-07-25 23:24:37,261 - mmaction - INFO - Epoch [77][1360/3757] lr: 6.210e-02, eta: 2 days, 19:36:02, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5117, loss_cls: 3.4053, loss: 3.4053, grad_norm: 2.5066 2020-07-25 23:24:48,724 - mmaction - INFO - Epoch [77][1380/3757] lr: 6.210e-02, eta: 2 days, 19:35:47, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4984, loss_cls: 3.4937, loss: 3.4937, grad_norm: 2.5808 2020-07-25 23:25:00,098 - mmaction - INFO - Epoch [77][1400/3757] lr: 6.210e-02, eta: 2 days, 19:35:31, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5047, loss_cls: 3.4009, loss: 3.4009, grad_norm: 2.4964 2020-07-25 23:25:11,653 - mmaction - INFO - Epoch [77][1420/3757] lr: 6.210e-02, eta: 2 days, 19:35:17, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2641, top5_acc: 0.5180, loss_cls: 3.4404, loss: 3.4404, grad_norm: 2.5334 2020-07-25 23:25:23,025 - mmaction - INFO - Epoch [77][1440/3757] lr: 6.210e-02, eta: 2 days, 19:35:01, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2641, top5_acc: 0.5094, loss_cls: 3.4492, loss: 3.4492, grad_norm: 2.5062 2020-07-25 23:25:34,499 - mmaction - INFO - Epoch [77][1460/3757] lr: 6.210e-02, eta: 2 days, 19:34:46, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.5156, loss_cls: 3.4874, loss: 3.4874, grad_norm: 2.5689 2020-07-25 23:25:45,912 - mmaction - INFO - Epoch [77][1480/3757] lr: 6.210e-02, eta: 2 days, 19:34:31, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4906, loss_cls: 3.5519, loss: 3.5519, grad_norm: 2.5751 2020-07-25 23:25:57,238 - mmaction - INFO - Epoch [77][1500/3757] lr: 6.210e-02, eta: 2 days, 19:34:15, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.2570, top5_acc: 0.4891, loss_cls: 3.4956, loss: 3.4956, grad_norm: 2.5547 2020-07-25 23:26:08,638 - mmaction - INFO - Epoch [77][1520/3757] lr: 6.210e-02, eta: 2 days, 19:34:00, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2680, top5_acc: 0.4953, loss_cls: 3.4637, loss: 3.4637, grad_norm: 2.5377 2020-07-25 23:26:20,044 - mmaction - INFO - Epoch [77][1540/3757] lr: 6.210e-02, eta: 2 days, 19:33:45, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.4984, loss_cls: 3.4354, loss: 3.4354, grad_norm: 2.5314 2020-07-25 23:26:31,489 - mmaction - INFO - Epoch [77][1560/3757] lr: 6.210e-02, eta: 2 days, 19:33:30, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5242, loss_cls: 3.4008, loss: 3.4008, grad_norm: 2.5500 2020-07-25 23:26:42,869 - mmaction - INFO - Epoch [77][1580/3757] lr: 6.210e-02, eta: 2 days, 19:33:15, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4898, loss_cls: 3.4782, loss: 3.4782, grad_norm: 2.6216 2020-07-25 23:26:54,316 - mmaction - INFO - Epoch [77][1600/3757] lr: 6.210e-02, eta: 2 days, 19:32:59, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.5266, loss_cls: 3.4170, loss: 3.4170, grad_norm: 2.6158 2020-07-25 23:27:05,752 - mmaction - INFO - Epoch [77][1620/3757] lr: 6.210e-02, eta: 2 days, 19:32:44, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5258, loss_cls: 3.3696, loss: 3.3696, grad_norm: 2.5553 2020-07-25 23:27:17,233 - mmaction - INFO - Epoch [77][1640/3757] lr: 6.210e-02, eta: 2 days, 19:32:29, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.5008, loss_cls: 3.4885, loss: 3.4885, grad_norm: 2.5661 2020-07-25 23:27:28,653 - mmaction - INFO - Epoch [77][1660/3757] lr: 6.210e-02, eta: 2 days, 19:32:14, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5016, loss_cls: 3.4629, loss: 3.4629, grad_norm: 2.5327 2020-07-25 23:27:40,102 - mmaction - INFO - Epoch [77][1680/3757] lr: 6.210e-02, eta: 2 days, 19:31:59, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5383, loss_cls: 3.3591, loss: 3.3591, grad_norm: 2.5111 2020-07-25 23:27:51,498 - mmaction - INFO - Epoch [77][1700/3757] lr: 6.210e-02, eta: 2 days, 19:31:44, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5125, loss_cls: 3.4687, loss: 3.4687, grad_norm: 2.5004 2020-07-25 23:28:02,938 - mmaction - INFO - Epoch [77][1720/3757] lr: 6.210e-02, eta: 2 days, 19:31:29, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5352, loss_cls: 3.2988, loss: 3.2988, grad_norm: 2.5534 2020-07-25 23:28:14,425 - mmaction - INFO - Epoch [77][1740/3757] lr: 6.210e-02, eta: 2 days, 19:31:14, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5102, loss_cls: 3.4965, loss: 3.4965, grad_norm: 2.5362 2020-07-25 23:28:25,858 - mmaction - INFO - Epoch [77][1760/3757] lr: 6.210e-02, eta: 2 days, 19:30:58, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5031, loss_cls: 3.4975, loss: 3.4975, grad_norm: 2.5729 2020-07-25 23:28:37,216 - mmaction - INFO - Epoch [77][1780/3757] lr: 6.210e-02, eta: 2 days, 19:30:43, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4945, loss_cls: 3.4808, loss: 3.4808, grad_norm: 2.4869 2020-07-25 23:28:48,668 - mmaction - INFO - Epoch [77][1800/3757] lr: 6.210e-02, eta: 2 days, 19:30:28, time: 0.573, data_time: 0.005, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4961, loss_cls: 3.5032, loss: 3.5032, grad_norm: 2.4360 2020-07-25 23:29:00,147 - mmaction - INFO - Epoch [77][1820/3757] lr: 6.210e-02, eta: 2 days, 19:30:13, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5039, loss_cls: 3.4632, loss: 3.4632, grad_norm: 2.5464 2020-07-25 23:29:11,508 - mmaction - INFO - Epoch [77][1840/3757] lr: 6.210e-02, eta: 2 days, 19:29:58, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5047, loss_cls: 3.4391, loss: 3.4391, grad_norm: 2.5476 2020-07-25 23:29:23,007 - mmaction - INFO - Epoch [77][1860/3757] lr: 6.210e-02, eta: 2 days, 19:29:43, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.4977, loss_cls: 3.4641, loss: 3.4641, grad_norm: 2.5230 2020-07-25 23:29:34,472 - mmaction - INFO - Epoch [77][1880/3757] lr: 6.210e-02, eta: 2 days, 19:29:27, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5000, loss_cls: 3.4674, loss: 3.4674, grad_norm: 2.5816 2020-07-25 23:29:45,911 - mmaction - INFO - Epoch [77][1900/3757] lr: 6.210e-02, eta: 2 days, 19:29:12, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5133, loss_cls: 3.4482, loss: 3.4482, grad_norm: 2.6038 2020-07-25 23:29:57,346 - mmaction - INFO - Epoch [77][1920/3757] lr: 6.210e-02, eta: 2 days, 19:28:57, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.5008, loss_cls: 3.5156, loss: 3.5156, grad_norm: 2.5463 2020-07-25 23:30:08,771 - mmaction - INFO - Epoch [77][1940/3757] lr: 6.210e-02, eta: 2 days, 19:28:42, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4875, loss_cls: 3.6141, loss: 3.6141, grad_norm: 2.4424 2020-07-25 23:30:20,198 - mmaction - INFO - Epoch [77][1960/3757] lr: 6.210e-02, eta: 2 days, 19:28:27, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5016, loss_cls: 3.4157, loss: 3.4157, grad_norm: 2.4078 2020-07-25 23:30:31,560 - mmaction - INFO - Epoch [77][1980/3757] lr: 6.210e-02, eta: 2 days, 19:28:12, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5195, loss_cls: 3.4510, loss: 3.4510, grad_norm: 2.4938 2020-07-25 23:30:42,960 - mmaction - INFO - Epoch [77][2000/3757] lr: 6.210e-02, eta: 2 days, 19:27:56, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.4945, loss_cls: 3.4903, loss: 3.4903, grad_norm: 2.5673 2020-07-25 23:30:54,321 - mmaction - INFO - Epoch [77][2020/3757] lr: 6.210e-02, eta: 2 days, 19:27:41, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5195, loss_cls: 3.4178, loss: 3.4178, grad_norm: 2.5074 2020-07-25 23:31:05,747 - mmaction - INFO - Epoch [77][2040/3757] lr: 6.210e-02, eta: 2 days, 19:27:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4859, loss_cls: 3.5564, loss: 3.5564, grad_norm: 2.4982 2020-07-25 23:31:17,227 - mmaction - INFO - Epoch [77][2060/3757] lr: 6.210e-02, eta: 2 days, 19:27:11, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4938, loss_cls: 3.5249, loss: 3.5249, grad_norm: 2.4737 2020-07-25 23:31:28,663 - mmaction - INFO - Epoch [77][2080/3757] lr: 6.210e-02, eta: 2 days, 19:26:56, time: 0.571, data_time: 0.006, memory: 5232, top1_acc: 0.2672, top5_acc: 0.4898, loss_cls: 3.4945, loss: 3.4945, grad_norm: 2.4256 2020-07-25 23:31:39,963 - mmaction - INFO - Epoch [77][2100/3757] lr: 6.210e-02, eta: 2 days, 19:26:40, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4961, loss_cls: 3.4593, loss: 3.4593, grad_norm: 2.4805 2020-07-25 23:31:51,489 - mmaction - INFO - Epoch [77][2120/3757] lr: 6.210e-02, eta: 2 days, 19:26:25, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5047, loss_cls: 3.4138, loss: 3.4138, grad_norm: 2.5557 2020-07-25 23:32:02,837 - mmaction - INFO - Epoch [77][2140/3757] lr: 6.210e-02, eta: 2 days, 19:26:10, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5125, loss_cls: 3.4310, loss: 3.4310, grad_norm: 2.5463 2020-07-25 23:32:14,336 - mmaction - INFO - Epoch [77][2160/3757] lr: 6.210e-02, eta: 2 days, 19:25:55, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5070, loss_cls: 3.3911, loss: 3.3911, grad_norm: 2.4655 2020-07-25 23:32:25,721 - mmaction - INFO - Epoch [77][2180/3757] lr: 6.210e-02, eta: 2 days, 19:25:40, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5320, loss_cls: 3.3351, loss: 3.3351, grad_norm: 2.4982 2020-07-25 23:32:37,060 - mmaction - INFO - Epoch [77][2200/3757] lr: 6.210e-02, eta: 2 days, 19:25:24, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5133, loss_cls: 3.3382, loss: 3.3382, grad_norm: 2.6027 2020-07-25 23:32:48,437 - mmaction - INFO - Epoch [77][2220/3757] lr: 6.210e-02, eta: 2 days, 19:25:09, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5297, loss_cls: 3.4093, loss: 3.4093, grad_norm: 2.5595 2020-07-25 23:32:59,775 - mmaction - INFO - Epoch [77][2240/3757] lr: 6.210e-02, eta: 2 days, 19:24:54, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.5109, loss_cls: 3.4332, loss: 3.4332, grad_norm: 2.5341 2020-07-25 23:33:11,118 - mmaction - INFO - Epoch [77][2260/3757] lr: 6.210e-02, eta: 2 days, 19:24:38, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4844, loss_cls: 3.5758, loss: 3.5758, grad_norm: 2.5572 2020-07-25 23:33:22,492 - mmaction - INFO - Epoch [77][2280/3757] lr: 6.210e-02, eta: 2 days, 19:24:23, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.5078, loss_cls: 3.5029, loss: 3.5029, grad_norm: 2.5923 2020-07-25 23:33:33,919 - mmaction - INFO - Epoch [77][2300/3757] lr: 6.210e-02, eta: 2 days, 19:24:08, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4930, loss_cls: 3.5055, loss: 3.5055, grad_norm: 2.5483 2020-07-25 23:33:45,354 - mmaction - INFO - Epoch [77][2320/3757] lr: 6.210e-02, eta: 2 days, 19:23:53, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5125, loss_cls: 3.4710, loss: 3.4710, grad_norm: 2.4186 2020-07-25 23:33:56,840 - mmaction - INFO - Epoch [77][2340/3757] lr: 6.210e-02, eta: 2 days, 19:23:38, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4820, loss_cls: 3.5478, loss: 3.5478, grad_norm: 2.4827 2020-07-25 23:34:08,174 - mmaction - INFO - Epoch [77][2360/3757] lr: 6.210e-02, eta: 2 days, 19:23:22, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.5047, loss_cls: 3.4515, loss: 3.4515, grad_norm: 2.5159 2020-07-25 23:34:19,571 - mmaction - INFO - Epoch [77][2380/3757] lr: 6.210e-02, eta: 2 days, 19:23:07, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5164, loss_cls: 3.4334, loss: 3.4334, grad_norm: 2.5321 2020-07-25 23:34:31,034 - mmaction - INFO - Epoch [77][2400/3757] lr: 6.210e-02, eta: 2 days, 19:22:52, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5109, loss_cls: 3.4104, loss: 3.4104, grad_norm: 2.4899 2020-07-25 23:34:42,422 - mmaction - INFO - Epoch [77][2420/3757] lr: 6.210e-02, eta: 2 days, 19:22:37, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2641, top5_acc: 0.5055, loss_cls: 3.5058, loss: 3.5058, grad_norm: 2.5739 2020-07-25 23:34:53,908 - mmaction - INFO - Epoch [77][2440/3757] lr: 6.210e-02, eta: 2 days, 19:22:22, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.5055, loss_cls: 3.4741, loss: 3.4741, grad_norm: 2.5787 2020-07-25 23:35:05,373 - mmaction - INFO - Epoch [77][2460/3757] lr: 6.210e-02, eta: 2 days, 19:22:07, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5039, loss_cls: 3.5153, loss: 3.5153, grad_norm: 2.5620 2020-07-25 23:35:16,915 - mmaction - INFO - Epoch [77][2480/3757] lr: 6.210e-02, eta: 2 days, 19:21:52, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.4984, loss_cls: 3.4528, loss: 3.4528, grad_norm: 2.5042 2020-07-25 23:35:28,394 - mmaction - INFO - Epoch [77][2500/3757] lr: 6.210e-02, eta: 2 days, 19:21:37, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4961, loss_cls: 3.5482, loss: 3.5482, grad_norm: 2.4900 2020-07-25 23:35:39,752 - mmaction - INFO - Epoch [77][2520/3757] lr: 6.210e-02, eta: 2 days, 19:21:22, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.5188, loss_cls: 3.4249, loss: 3.4249, grad_norm: 2.5191 2020-07-25 23:35:51,213 - mmaction - INFO - Epoch [77][2540/3757] lr: 6.210e-02, eta: 2 days, 19:21:07, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5156, loss_cls: 3.3816, loss: 3.3816, grad_norm: 2.4996 2020-07-25 23:36:02,699 - mmaction - INFO - Epoch [77][2560/3757] lr: 6.210e-02, eta: 2 days, 19:20:52, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5242, loss_cls: 3.3353, loss: 3.3353, grad_norm: 2.5419 2020-07-25 23:36:14,174 - mmaction - INFO - Epoch [77][2580/3757] lr: 6.210e-02, eta: 2 days, 19:20:37, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4898, loss_cls: 3.5302, loss: 3.5302, grad_norm: 2.6761 2020-07-25 23:36:25,672 - mmaction - INFO - Epoch [77][2600/3757] lr: 6.210e-02, eta: 2 days, 19:20:22, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5047, loss_cls: 3.4948, loss: 3.4948, grad_norm: 2.5847 2020-07-25 23:36:37,082 - mmaction - INFO - Epoch [77][2620/3757] lr: 6.210e-02, eta: 2 days, 19:20:07, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5203, loss_cls: 3.3550, loss: 3.3550, grad_norm: 2.5149 2020-07-25 23:36:48,592 - mmaction - INFO - Epoch [77][2640/3757] lr: 6.210e-02, eta: 2 days, 19:19:52, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5016, loss_cls: 3.5606, loss: 3.5606, grad_norm: 2.6504 2020-07-25 23:36:59,985 - mmaction - INFO - Epoch [77][2660/3757] lr: 6.210e-02, eta: 2 days, 19:19:36, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5172, loss_cls: 3.3846, loss: 3.3846, grad_norm: 2.5200 2020-07-25 23:37:11,354 - mmaction - INFO - Epoch [77][2680/3757] lr: 6.210e-02, eta: 2 days, 19:19:21, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4977, loss_cls: 3.5278, loss: 3.5278, grad_norm: 2.5465 2020-07-25 23:37:22,880 - mmaction - INFO - Epoch [77][2700/3757] lr: 6.210e-02, eta: 2 days, 19:19:06, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5227, loss_cls: 3.3910, loss: 3.3910, grad_norm: 2.5098 2020-07-25 23:37:34,224 - mmaction - INFO - Epoch [77][2720/3757] lr: 6.210e-02, eta: 2 days, 19:18:51, time: 0.567, data_time: 0.001, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5227, loss_cls: 3.3996, loss: 3.3996, grad_norm: 2.5670 2020-07-25 23:37:45,612 - mmaction - INFO - Epoch [77][2740/3757] lr: 6.210e-02, eta: 2 days, 19:18:36, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4945, loss_cls: 3.5013, loss: 3.5013, grad_norm: 2.5484 2020-07-25 23:37:57,033 - mmaction - INFO - Epoch [77][2760/3757] lr: 6.210e-02, eta: 2 days, 19:18:21, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4891, loss_cls: 3.5227, loss: 3.5227, grad_norm: 2.5497 2020-07-25 23:38:08,419 - mmaction - INFO - Epoch [77][2780/3757] lr: 6.210e-02, eta: 2 days, 19:18:05, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.4875, loss_cls: 3.5143, loss: 3.5143, grad_norm: 2.4990 2020-07-25 23:38:19,853 - mmaction - INFO - Epoch [77][2800/3757] lr: 6.210e-02, eta: 2 days, 19:17:50, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5164, loss_cls: 3.4187, loss: 3.4187, grad_norm: 2.5259 2020-07-25 23:38:31,302 - mmaction - INFO - Epoch [77][2820/3757] lr: 6.210e-02, eta: 2 days, 19:17:35, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5039, loss_cls: 3.4428, loss: 3.4428, grad_norm: 2.6125 2020-07-25 23:38:42,714 - mmaction - INFO - Epoch [77][2840/3757] lr: 6.210e-02, eta: 2 days, 19:17:20, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5000, loss_cls: 3.5006, loss: 3.5006, grad_norm: 2.5594 2020-07-25 23:38:54,138 - mmaction - INFO - Epoch [77][2860/3757] lr: 6.210e-02, eta: 2 days, 19:17:05, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.4977, loss_cls: 3.4807, loss: 3.4807, grad_norm: 2.5849 2020-07-25 23:39:05,576 - mmaction - INFO - Epoch [77][2880/3757] lr: 6.210e-02, eta: 2 days, 19:16:50, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.5117, loss_cls: 3.4808, loss: 3.4808, grad_norm: 2.5680 2020-07-25 23:39:16,976 - mmaction - INFO - Epoch [77][2900/3757] lr: 6.210e-02, eta: 2 days, 19:16:35, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5328, loss_cls: 3.3052, loss: 3.3052, grad_norm: 2.5681 2020-07-25 23:39:28,334 - mmaction - INFO - Epoch [77][2920/3757] lr: 6.210e-02, eta: 2 days, 19:16:19, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4844, loss_cls: 3.5607, loss: 3.5607, grad_norm: 2.5510 2020-07-25 23:39:39,772 - mmaction - INFO - Epoch [77][2940/3757] lr: 6.210e-02, eta: 2 days, 19:16:04, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5297, loss_cls: 3.3988, loss: 3.3988, grad_norm: 2.4954 2020-07-25 23:39:51,201 - mmaction - INFO - Epoch [77][2960/3757] lr: 6.210e-02, eta: 2 days, 19:15:49, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.5070, loss_cls: 3.5028, loss: 3.5028, grad_norm: 2.6006 2020-07-25 23:40:02,687 - mmaction - INFO - Epoch [77][2980/3757] lr: 6.210e-02, eta: 2 days, 19:15:34, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5062, loss_cls: 3.3977, loss: 3.3977, grad_norm: 2.5117 2020-07-25 23:40:13,961 - mmaction - INFO - Epoch [77][3000/3757] lr: 6.210e-02, eta: 2 days, 19:15:19, time: 0.564, data_time: 0.001, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5102, loss_cls: 3.3956, loss: 3.3956, grad_norm: 2.5877 2020-07-25 23:40:25,296 - mmaction - INFO - Epoch [77][3020/3757] lr: 6.210e-02, eta: 2 days, 19:15:03, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.2625, top5_acc: 0.5000, loss_cls: 3.4241, loss: 3.4241, grad_norm: 2.6144 2020-07-25 23:40:36,671 - mmaction - INFO - Epoch [77][3040/3757] lr: 6.210e-02, eta: 2 days, 19:14:48, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.2594, top5_acc: 0.4750, loss_cls: 3.5494, loss: 3.5494, grad_norm: 2.5298 2020-07-25 23:40:48,025 - mmaction - INFO - Epoch [77][3060/3757] lr: 6.210e-02, eta: 2 days, 19:14:33, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.5047, loss_cls: 3.4631, loss: 3.4631, grad_norm: 2.4821 2020-07-25 23:40:59,397 - mmaction - INFO - Epoch [77][3080/3757] lr: 6.210e-02, eta: 2 days, 19:14:18, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5211, loss_cls: 3.3724, loss: 3.3724, grad_norm: 2.4979 2020-07-25 23:41:11,013 - mmaction - INFO - Epoch [77][3100/3757] lr: 6.210e-02, eta: 2 days, 19:14:03, time: 0.581, data_time: 0.012, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5367, loss_cls: 3.3814, loss: 3.3814, grad_norm: 2.5170 2020-07-25 23:41:22,498 - mmaction - INFO - Epoch [77][3120/3757] lr: 6.210e-02, eta: 2 days, 19:13:48, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5195, loss_cls: 3.3902, loss: 3.3902, grad_norm: 2.5124 2020-07-25 23:41:33,996 - mmaction - INFO - Epoch [77][3140/3757] lr: 6.210e-02, eta: 2 days, 19:13:33, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5195, loss_cls: 3.4028, loss: 3.4028, grad_norm: 2.5354 2020-07-25 23:41:45,457 - mmaction - INFO - Epoch [77][3160/3757] lr: 6.210e-02, eta: 2 days, 19:13:18, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5195, loss_cls: 3.3710, loss: 3.3710, grad_norm: 2.5809 2020-07-25 23:41:56,850 - mmaction - INFO - Epoch [77][3180/3757] lr: 6.210e-02, eta: 2 days, 19:13:03, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5219, loss_cls: 3.4096, loss: 3.4096, grad_norm: 2.6120 2020-07-25 23:42:08,209 - mmaction - INFO - Epoch [77][3200/3757] lr: 6.210e-02, eta: 2 days, 19:12:48, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.4992, loss_cls: 3.4819, loss: 3.4819, grad_norm: 2.5585 2020-07-25 23:42:19,680 - mmaction - INFO - Epoch [77][3220/3757] lr: 6.210e-02, eta: 2 days, 19:12:33, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5133, loss_cls: 3.4499, loss: 3.4499, grad_norm: 2.5437 2020-07-25 23:42:31,095 - mmaction - INFO - Epoch [77][3240/3757] lr: 6.210e-02, eta: 2 days, 19:12:17, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5195, loss_cls: 3.3910, loss: 3.3910, grad_norm: 2.5642 2020-07-25 23:42:42,527 - mmaction - INFO - Epoch [77][3260/3757] lr: 6.210e-02, eta: 2 days, 19:12:02, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5039, loss_cls: 3.4826, loss: 3.4826, grad_norm: 2.5887 2020-07-25 23:42:53,927 - mmaction - INFO - Epoch [77][3280/3757] lr: 6.210e-02, eta: 2 days, 19:11:47, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.5047, loss_cls: 3.5178, loss: 3.5178, grad_norm: 2.4632 2020-07-25 23:43:05,305 - mmaction - INFO - Epoch [77][3300/3757] lr: 6.210e-02, eta: 2 days, 19:11:32, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5148, loss_cls: 3.4508, loss: 3.4508, grad_norm: 2.5411 2020-07-25 23:43:16,747 - mmaction - INFO - Epoch [77][3320/3757] lr: 6.210e-02, eta: 2 days, 19:11:17, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4938, loss_cls: 3.4821, loss: 3.4821, grad_norm: 2.5038 2020-07-25 23:43:28,120 - mmaction - INFO - Epoch [77][3340/3757] lr: 6.210e-02, eta: 2 days, 19:11:02, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4852, loss_cls: 3.5338, loss: 3.5338, grad_norm: 2.5574 2020-07-25 23:43:39,470 - mmaction - INFO - Epoch [77][3360/3757] lr: 6.210e-02, eta: 2 days, 19:10:46, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5125, loss_cls: 3.4333, loss: 3.4333, grad_norm: 2.5836 2020-07-25 23:43:50,934 - mmaction - INFO - Epoch [77][3380/3757] lr: 6.210e-02, eta: 2 days, 19:10:31, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5344, loss_cls: 3.3531, loss: 3.3531, grad_norm: 2.5695 2020-07-25 23:44:02,291 - mmaction - INFO - Epoch [77][3400/3757] lr: 6.210e-02, eta: 2 days, 19:10:16, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5219, loss_cls: 3.3394, loss: 3.3394, grad_norm: 2.5867 2020-07-25 23:44:13,669 - mmaction - INFO - Epoch [77][3420/3757] lr: 6.210e-02, eta: 2 days, 19:10:01, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5086, loss_cls: 3.4169, loss: 3.4169, grad_norm: 2.6198 2020-07-25 23:44:25,092 - mmaction - INFO - Epoch [77][3440/3757] lr: 6.210e-02, eta: 2 days, 19:09:46, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.4898, loss_cls: 3.5012, loss: 3.5012, grad_norm: 2.5333 2020-07-25 23:44:36,510 - mmaction - INFO - Epoch [77][3460/3757] lr: 6.210e-02, eta: 2 days, 19:09:31, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2289, top5_acc: 0.4734, loss_cls: 3.5790, loss: 3.5790, grad_norm: 2.6116 2020-07-25 23:44:47,889 - mmaction - INFO - Epoch [77][3480/3757] lr: 6.210e-02, eta: 2 days, 19:09:15, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4930, loss_cls: 3.5425, loss: 3.5425, grad_norm: 2.5100 2020-07-25 23:44:59,298 - mmaction - INFO - Epoch [77][3500/3757] lr: 6.210e-02, eta: 2 days, 19:09:00, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2539, top5_acc: 0.5094, loss_cls: 3.4404, loss: 3.4404, grad_norm: 2.4246 2020-07-25 23:45:10,734 - mmaction - INFO - Epoch [77][3520/3757] lr: 6.210e-02, eta: 2 days, 19:08:45, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5094, loss_cls: 3.3894, loss: 3.3894, grad_norm: 2.4984 2020-07-25 23:45:22,032 - mmaction - INFO - Epoch [77][3540/3757] lr: 6.210e-02, eta: 2 days, 19:08:30, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5125, loss_cls: 3.4654, loss: 3.4654, grad_norm: 2.5674 2020-07-25 23:45:33,467 - mmaction - INFO - Epoch [77][3560/3757] lr: 6.210e-02, eta: 2 days, 19:08:15, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5437, loss_cls: 3.3224, loss: 3.3224, grad_norm: 2.4907 2020-07-25 23:45:44,815 - mmaction - INFO - Epoch [77][3580/3757] lr: 6.210e-02, eta: 2 days, 19:08:00, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5258, loss_cls: 3.3838, loss: 3.3838, grad_norm: 2.5432 2020-07-25 23:45:56,083 - mmaction - INFO - Epoch [77][3600/3757] lr: 6.210e-02, eta: 2 days, 19:07:44, time: 0.563, data_time: 0.008, memory: 5232, top1_acc: 0.2445, top5_acc: 0.5227, loss_cls: 3.4885, loss: 3.4885, grad_norm: 2.5801 2020-07-25 23:46:07,533 - mmaction - INFO - Epoch [77][3620/3757] lr: 6.210e-02, eta: 2 days, 19:07:29, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4984, loss_cls: 3.4812, loss: 3.4812, grad_norm: 2.6101 2020-07-25 23:46:18,928 - mmaction - INFO - Epoch [77][3640/3757] lr: 6.210e-02, eta: 2 days, 19:07:14, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4781, loss_cls: 3.5325, loss: 3.5325, grad_norm: 2.5058 2020-07-25 23:46:30,463 - mmaction - INFO - Epoch [77][3660/3757] lr: 6.210e-02, eta: 2 days, 19:06:59, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5344, loss_cls: 3.3476, loss: 3.3476, grad_norm: 2.4089 2020-07-25 23:46:41,704 - mmaction - INFO - Epoch [77][3680/3757] lr: 6.210e-02, eta: 2 days, 19:06:44, time: 0.562, data_time: 0.004, memory: 5232, top1_acc: 0.2555, top5_acc: 0.5023, loss_cls: 3.4818, loss: 3.4818, grad_norm: 2.5313 2020-07-25 23:46:53,086 - mmaction - INFO - Epoch [77][3700/3757] lr: 6.210e-02, eta: 2 days, 19:06:28, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5312, loss_cls: 3.3879, loss: 3.3879, grad_norm: 2.4944 2020-07-25 23:47:04,548 - mmaction - INFO - Epoch [77][3720/3757] lr: 6.210e-02, eta: 2 days, 19:06:13, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4734, loss_cls: 3.5403, loss: 3.5403, grad_norm: 2.5996 2020-07-25 23:47:15,961 - mmaction - INFO - Epoch [77][3740/3757] lr: 6.210e-02, eta: 2 days, 19:05:58, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4844, loss_cls: 3.5484, loss: 3.5484, grad_norm: 2.5453 2020-07-25 23:50:21,937 - mmaction - INFO - Epoch [78][20/3757] lr: 6.125e-02, eta: 2 days, 19:11:40, time: 8.586, data_time: 7.863, memory: 5232, top1_acc: 0.2547, top5_acc: 0.5109, loss_cls: 3.4440, loss: 3.4440, grad_norm: 2.5088 2020-07-25 23:50:33,307 - mmaction - INFO - Epoch [78][40/3757] lr: 6.125e-02, eta: 2 days, 19:11:24, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2625, top5_acc: 0.5141, loss_cls: 3.4025, loss: 3.4025, grad_norm: 2.5021 2020-07-25 23:50:44,628 - mmaction - INFO - Epoch [78][60/3757] lr: 6.125e-02, eta: 2 days, 19:11:09, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.5031, loss_cls: 3.5100, loss: 3.5100, grad_norm: 2.5011 2020-07-25 23:50:55,901 - mmaction - INFO - Epoch [78][80/3757] lr: 6.125e-02, eta: 2 days, 19:10:53, time: 0.563, data_time: 0.002, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5430, loss_cls: 3.3783, loss: 3.3783, grad_norm: 2.5547 2020-07-25 23:51:07,282 - mmaction - INFO - Epoch [78][100/3757] lr: 6.125e-02, eta: 2 days, 19:10:38, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.5078, loss_cls: 3.5029, loss: 3.5029, grad_norm: 2.5342 2020-07-25 23:51:18,698 - mmaction - INFO - Epoch [78][120/3757] lr: 6.125e-02, eta: 2 days, 19:10:23, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.4961, loss_cls: 3.4487, loss: 3.4487, grad_norm: 2.5138 2020-07-25 23:51:30,080 - mmaction - INFO - Epoch [78][140/3757] lr: 6.125e-02, eta: 2 days, 19:10:08, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.2570, top5_acc: 0.4938, loss_cls: 3.4849, loss: 3.4849, grad_norm: 2.5275 2020-07-25 23:51:41,428 - mmaction - INFO - Epoch [78][160/3757] lr: 6.125e-02, eta: 2 days, 19:09:52, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5156, loss_cls: 3.3951, loss: 3.3951, grad_norm: 2.5475 2020-07-25 23:51:53,016 - mmaction - INFO - Epoch [78][180/3757] lr: 6.125e-02, eta: 2 days, 19:09:38, time: 0.580, data_time: 0.004, memory: 5232, top1_acc: 0.2594, top5_acc: 0.4977, loss_cls: 3.5287, loss: 3.5287, grad_norm: 2.6066 2020-07-25 23:52:04,548 - mmaction - INFO - Epoch [78][200/3757] lr: 6.125e-02, eta: 2 days, 19:09:23, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2641, top5_acc: 0.5023, loss_cls: 3.4009, loss: 3.4009, grad_norm: 2.5310 2020-07-25 23:52:15,976 - mmaction - INFO - Epoch [78][220/3757] lr: 6.125e-02, eta: 2 days, 19:09:08, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5117, loss_cls: 3.3804, loss: 3.3804, grad_norm: 2.4972 2020-07-25 23:52:27,300 - mmaction - INFO - Epoch [78][240/3757] lr: 6.125e-02, eta: 2 days, 19:08:52, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5242, loss_cls: 3.4251, loss: 3.4251, grad_norm: 2.5543 2020-07-25 23:52:38,788 - mmaction - INFO - Epoch [78][260/3757] lr: 6.125e-02, eta: 2 days, 19:08:37, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4992, loss_cls: 3.5163, loss: 3.5163, grad_norm: 2.5984 2020-07-25 23:52:50,157 - mmaction - INFO - Epoch [78][280/3757] lr: 6.125e-02, eta: 2 days, 19:08:22, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5047, loss_cls: 3.4434, loss: 3.4434, grad_norm: 2.5124 2020-07-25 23:53:01,529 - mmaction - INFO - Epoch [78][300/3757] lr: 6.125e-02, eta: 2 days, 19:08:07, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5250, loss_cls: 3.3666, loss: 3.3666, grad_norm: 2.5292 2020-07-25 23:53:13,021 - mmaction - INFO - Epoch [78][320/3757] lr: 6.125e-02, eta: 2 days, 19:07:52, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5109, loss_cls: 3.4370, loss: 3.4370, grad_norm: 2.6009 2020-07-25 23:53:24,433 - mmaction - INFO - Epoch [78][340/3757] lr: 6.125e-02, eta: 2 days, 19:07:37, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4781, loss_cls: 3.5523, loss: 3.5523, grad_norm: 2.5297 2020-07-25 23:53:35,866 - mmaction - INFO - Epoch [78][360/3757] lr: 6.125e-02, eta: 2 days, 19:07:21, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5219, loss_cls: 3.3786, loss: 3.3786, grad_norm: 2.5446 2020-07-25 23:53:47,284 - mmaction - INFO - Epoch [78][380/3757] lr: 6.125e-02, eta: 2 days, 19:07:06, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5023, loss_cls: 3.4513, loss: 3.4513, grad_norm: 2.6742 2020-07-25 23:53:58,700 - mmaction - INFO - Epoch [78][400/3757] lr: 6.125e-02, eta: 2 days, 19:06:51, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.5234, loss_cls: 3.4405, loss: 3.4405, grad_norm: 2.5557 2020-07-25 23:54:09,925 - mmaction - INFO - Epoch [78][420/3757] lr: 6.125e-02, eta: 2 days, 19:06:36, time: 0.561, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5258, loss_cls: 3.3779, loss: 3.3779, grad_norm: 2.5311 2020-07-25 23:54:21,158 - mmaction - INFO - Epoch [78][440/3757] lr: 6.125e-02, eta: 2 days, 19:06:20, time: 0.562, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5414, loss_cls: 3.3291, loss: 3.3291, grad_norm: 2.5638 2020-07-25 23:54:32,606 - mmaction - INFO - Epoch [78][460/3757] lr: 6.125e-02, eta: 2 days, 19:06:05, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.5312, loss_cls: 3.3995, loss: 3.3995, grad_norm: 2.5791 2020-07-25 23:54:43,927 - mmaction - INFO - Epoch [78][480/3757] lr: 6.125e-02, eta: 2 days, 19:05:50, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5031, loss_cls: 3.4896, loss: 3.4896, grad_norm: 2.5456 2020-07-25 23:54:55,336 - mmaction - INFO - Epoch [78][500/3757] lr: 6.125e-02, eta: 2 days, 19:05:34, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5312, loss_cls: 3.3591, loss: 3.3591, grad_norm: 2.5130 2020-07-25 23:55:06,584 - mmaction - INFO - Epoch [78][520/3757] lr: 6.125e-02, eta: 2 days, 19:05:19, time: 0.562, data_time: 0.003, memory: 5232, top1_acc: 0.2242, top5_acc: 0.4664, loss_cls: 3.6271, loss: 3.6271, grad_norm: 2.6460 2020-07-25 23:55:18,024 - mmaction - INFO - Epoch [78][540/3757] lr: 6.125e-02, eta: 2 days, 19:05:04, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.5039, loss_cls: 3.5097, loss: 3.5097, grad_norm: 2.4853 2020-07-25 23:55:29,383 - mmaction - INFO - Epoch [78][560/3757] lr: 6.125e-02, eta: 2 days, 19:04:48, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5109, loss_cls: 3.3931, loss: 3.3931, grad_norm: 2.5006 2020-07-25 23:55:40,781 - mmaction - INFO - Epoch [78][580/3757] lr: 6.125e-02, eta: 2 days, 19:04:33, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5094, loss_cls: 3.4254, loss: 3.4254, grad_norm: 2.5571 2020-07-25 23:55:52,093 - mmaction - INFO - Epoch [78][600/3757] lr: 6.125e-02, eta: 2 days, 19:04:18, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5539, loss_cls: 3.3079, loss: 3.3079, grad_norm: 2.5560 2020-07-25 23:56:03,513 - mmaction - INFO - Epoch [78][620/3757] lr: 6.125e-02, eta: 2 days, 19:04:03, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.5250, loss_cls: 3.4666, loss: 3.4666, grad_norm: 2.6336 2020-07-25 23:56:14,890 - mmaction - INFO - Epoch [78][640/3757] lr: 6.125e-02, eta: 2 days, 19:03:47, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5133, loss_cls: 3.4255, loss: 3.4255, grad_norm: 2.5753 2020-07-25 23:56:26,282 - mmaction - INFO - Epoch [78][660/3757] lr: 6.125e-02, eta: 2 days, 19:03:32, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5273, loss_cls: 3.3642, loss: 3.3642, grad_norm: 2.6005 2020-07-25 23:56:37,787 - mmaction - INFO - Epoch [78][680/3757] lr: 6.125e-02, eta: 2 days, 19:03:17, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.5117, loss_cls: 3.4654, loss: 3.4654, grad_norm: 2.6274 2020-07-25 23:56:49,156 - mmaction - INFO - Epoch [78][700/3757] lr: 6.125e-02, eta: 2 days, 19:03:02, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.5000, loss_cls: 3.4680, loss: 3.4680, grad_norm: 2.4857 2020-07-25 23:57:00,637 - mmaction - INFO - Epoch [78][720/3757] lr: 6.125e-02, eta: 2 days, 19:02:47, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.2758, top5_acc: 0.4984, loss_cls: 3.4239, loss: 3.4239, grad_norm: 2.5003 2020-07-25 23:57:12,020 - mmaction - INFO - Epoch [78][740/3757] lr: 6.125e-02, eta: 2 days, 19:02:32, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5234, loss_cls: 3.3861, loss: 3.3861, grad_norm: 2.5508 2020-07-25 23:57:23,482 - mmaction - INFO - Epoch [78][760/3757] lr: 6.125e-02, eta: 2 days, 19:02:17, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5109, loss_cls: 3.4470, loss: 3.4470, grad_norm: 2.5536 2020-07-25 23:57:34,794 - mmaction - INFO - Epoch [78][780/3757] lr: 6.125e-02, eta: 2 days, 19:02:02, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.5023, loss_cls: 3.4605, loss: 3.4605, grad_norm: 2.6185 2020-07-25 23:57:46,295 - mmaction - INFO - Epoch [78][800/3757] lr: 6.125e-02, eta: 2 days, 19:01:47, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5125, loss_cls: 3.4614, loss: 3.4614, grad_norm: 2.5382 2020-07-25 23:57:57,693 - mmaction - INFO - Epoch [78][820/3757] lr: 6.125e-02, eta: 2 days, 19:01:31, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5203, loss_cls: 3.4045, loss: 3.4045, grad_norm: 2.5769 2020-07-25 23:58:09,173 - mmaction - INFO - Epoch [78][840/3757] lr: 6.125e-02, eta: 2 days, 19:01:16, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.2625, top5_acc: 0.5016, loss_cls: 3.5229, loss: 3.5229, grad_norm: 2.5221 2020-07-25 23:58:20,629 - mmaction - INFO - Epoch [78][860/3757] lr: 6.125e-02, eta: 2 days, 19:01:01, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5156, loss_cls: 3.4054, loss: 3.4054, grad_norm: 2.5167 2020-07-25 23:58:31,995 - mmaction - INFO - Epoch [78][880/3757] lr: 6.125e-02, eta: 2 days, 19:00:46, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4836, loss_cls: 3.4881, loss: 3.4881, grad_norm: 2.5015 2020-07-25 23:58:43,359 - mmaction - INFO - Epoch [78][900/3757] lr: 6.125e-02, eta: 2 days, 19:00:31, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5156, loss_cls: 3.4369, loss: 3.4369, grad_norm: 2.4977 2020-07-25 23:58:54,778 - mmaction - INFO - Epoch [78][920/3757] lr: 6.125e-02, eta: 2 days, 19:00:16, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5102, loss_cls: 3.4281, loss: 3.4281, grad_norm: 2.6065 2020-07-25 23:59:06,230 - mmaction - INFO - Epoch [78][940/3757] lr: 6.125e-02, eta: 2 days, 19:00:01, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.4836, loss_cls: 3.5285, loss: 3.5285, grad_norm: 2.4841 2020-07-25 23:59:17,691 - mmaction - INFO - Epoch [78][960/3757] lr: 6.125e-02, eta: 2 days, 18:59:46, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4961, loss_cls: 3.5178, loss: 3.5178, grad_norm: 2.5770 2020-07-25 23:59:29,105 - mmaction - INFO - Epoch [78][980/3757] lr: 6.125e-02, eta: 2 days, 18:59:31, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5156, loss_cls: 3.3654, loss: 3.3654, grad_norm: 2.5359 2020-07-25 23:59:40,486 - mmaction - INFO - Epoch [78][1000/3757] lr: 6.125e-02, eta: 2 days, 18:59:15, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5117, loss_cls: 3.4143, loss: 3.4143, grad_norm: 2.5095 2020-07-25 23:59:51,921 - mmaction - INFO - Epoch [78][1020/3757] lr: 6.125e-02, eta: 2 days, 18:59:00, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5125, loss_cls: 3.4807, loss: 3.4807, grad_norm: 2.6013 2020-07-26 00:00:06,209 - mmaction - INFO - Epoch [78][1040/3757] lr: 6.125e-02, eta: 2 days, 18:58:51, time: 0.682, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5195, loss_cls: 3.3838, loss: 3.3838, grad_norm: 2.5789 2020-07-26 00:00:20,439 - mmaction - INFO - Epoch [78][1060/3757] lr: 6.125e-02, eta: 2 days, 18:58:44, time: 0.744, data_time: 0.037, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5125, loss_cls: 3.4072, loss: 3.4072, grad_norm: 2.6071 2020-07-26 00:00:31,929 - mmaction - INFO - Epoch [78][1080/3757] lr: 6.125e-02, eta: 2 days, 18:58:29, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4977, loss_cls: 3.5315, loss: 3.5315, grad_norm: 2.6414 2020-07-26 00:00:43,426 - mmaction - INFO - Epoch [78][1100/3757] lr: 6.125e-02, eta: 2 days, 18:58:14, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5250, loss_cls: 3.3909, loss: 3.3909, grad_norm: 2.4585 2020-07-26 00:00:54,827 - mmaction - INFO - Epoch [78][1120/3757] lr: 6.125e-02, eta: 2 days, 18:57:59, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5203, loss_cls: 3.4009, loss: 3.4009, grad_norm: 2.5399 2020-07-26 00:01:06,311 - mmaction - INFO - Epoch [78][1140/3757] lr: 6.125e-02, eta: 2 days, 18:57:44, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4922, loss_cls: 3.5153, loss: 3.5153, grad_norm: 2.4963 2020-07-26 00:01:17,641 - mmaction - INFO - Epoch [78][1160/3757] lr: 6.125e-02, eta: 2 days, 18:57:29, time: 0.567, data_time: 0.001, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5289, loss_cls: 3.3587, loss: 3.3587, grad_norm: 2.4802 2020-07-26 00:01:28,850 - mmaction - INFO - Epoch [78][1180/3757] lr: 6.125e-02, eta: 2 days, 18:57:13, time: 0.560, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4813, loss_cls: 3.5207, loss: 3.5207, grad_norm: 2.5486 2020-07-26 00:01:40,140 - mmaction - INFO - Epoch [78][1200/3757] lr: 6.125e-02, eta: 2 days, 18:56:58, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5172, loss_cls: 3.4854, loss: 3.4854, grad_norm: 2.5610 2020-07-26 00:01:51,388 - mmaction - INFO - Epoch [78][1220/3757] lr: 6.125e-02, eta: 2 days, 18:56:42, time: 0.562, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5195, loss_cls: 3.4290, loss: 3.4290, grad_norm: 2.4886 2020-07-26 00:02:02,675 - mmaction - INFO - Epoch [78][1240/3757] lr: 6.125e-02, eta: 2 days, 18:56:27, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.4938, loss_cls: 3.4860, loss: 3.4860, grad_norm: 2.5358 2020-07-26 00:02:14,059 - mmaction - INFO - Epoch [78][1260/3757] lr: 6.125e-02, eta: 2 days, 18:56:11, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.4906, loss_cls: 3.5154, loss: 3.5154, grad_norm: 2.5248 2020-07-26 00:02:25,479 - mmaction - INFO - Epoch [78][1280/3757] lr: 6.125e-02, eta: 2 days, 18:55:56, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4992, loss_cls: 3.5010, loss: 3.5010, grad_norm: 2.5848 2020-07-26 00:02:36,895 - mmaction - INFO - Epoch [78][1300/3757] lr: 6.125e-02, eta: 2 days, 18:55:41, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5203, loss_cls: 3.3830, loss: 3.3830, grad_norm: 2.5049 2020-07-26 00:02:48,317 - mmaction - INFO - Epoch [78][1320/3757] lr: 6.125e-02, eta: 2 days, 18:55:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5023, loss_cls: 3.5075, loss: 3.5075, grad_norm: 2.5787 2020-07-26 00:02:59,710 - mmaction - INFO - Epoch [78][1340/3757] lr: 6.125e-02, eta: 2 days, 18:55:11, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5117, loss_cls: 3.4706, loss: 3.4706, grad_norm: 2.5204 2020-07-26 00:03:11,042 - mmaction - INFO - Epoch [78][1360/3757] lr: 6.125e-02, eta: 2 days, 18:54:56, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.5258, loss_cls: 3.4037, loss: 3.4037, grad_norm: 2.5529 2020-07-26 00:03:22,537 - mmaction - INFO - Epoch [78][1380/3757] lr: 6.125e-02, eta: 2 days, 18:54:41, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5094, loss_cls: 3.4929, loss: 3.4929, grad_norm: 2.5326 2020-07-26 00:03:33,956 - mmaction - INFO - Epoch [78][1400/3757] lr: 6.125e-02, eta: 2 days, 18:54:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4898, loss_cls: 3.5142, loss: 3.5142, grad_norm: 2.5149 2020-07-26 00:03:45,438 - mmaction - INFO - Epoch [78][1420/3757] lr: 6.125e-02, eta: 2 days, 18:54:11, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4930, loss_cls: 3.5594, loss: 3.5594, grad_norm: 2.5293 2020-07-26 00:03:56,796 - mmaction - INFO - Epoch [78][1440/3757] lr: 6.125e-02, eta: 2 days, 18:53:55, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5539, loss_cls: 3.3080, loss: 3.3080, grad_norm: 2.4808 2020-07-26 00:04:08,235 - mmaction - INFO - Epoch [78][1460/3757] lr: 6.125e-02, eta: 2 days, 18:53:40, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.5148, loss_cls: 3.4521, loss: 3.4521, grad_norm: 2.4871 2020-07-26 00:04:19,631 - mmaction - INFO - Epoch [78][1480/3757] lr: 6.125e-02, eta: 2 days, 18:53:25, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2562, top5_acc: 0.5023, loss_cls: 3.4777, loss: 3.4777, grad_norm: 2.5581 2020-07-26 00:04:31,023 - mmaction - INFO - Epoch [78][1500/3757] lr: 6.125e-02, eta: 2 days, 18:53:10, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5297, loss_cls: 3.3604, loss: 3.3604, grad_norm: 2.4927 2020-07-26 00:04:42,476 - mmaction - INFO - Epoch [78][1520/3757] lr: 6.125e-02, eta: 2 days, 18:52:55, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5078, loss_cls: 3.4617, loss: 3.4617, grad_norm: 2.5709 2020-07-26 00:04:53,917 - mmaction - INFO - Epoch [78][1540/3757] lr: 6.125e-02, eta: 2 days, 18:52:40, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5227, loss_cls: 3.4380, loss: 3.4380, grad_norm: 2.5871 2020-07-26 00:05:05,411 - mmaction - INFO - Epoch [78][1560/3757] lr: 6.125e-02, eta: 2 days, 18:52:25, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5117, loss_cls: 3.4035, loss: 3.4035, grad_norm: 2.5399 2020-07-26 00:05:16,881 - mmaction - INFO - Epoch [78][1580/3757] lr: 6.125e-02, eta: 2 days, 18:52:10, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.5117, loss_cls: 3.4101, loss: 3.4101, grad_norm: 2.5284 2020-07-26 00:05:28,231 - mmaction - INFO - Epoch [78][1600/3757] lr: 6.125e-02, eta: 2 days, 18:51:55, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5289, loss_cls: 3.3662, loss: 3.3662, grad_norm: 2.5751 2020-07-26 00:05:39,647 - mmaction - INFO - Epoch [78][1620/3757] lr: 6.125e-02, eta: 2 days, 18:51:40, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5258, loss_cls: 3.4191, loss: 3.4191, grad_norm: 2.6398 2020-07-26 00:05:51,140 - mmaction - INFO - Epoch [78][1640/3757] lr: 6.125e-02, eta: 2 days, 18:51:25, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5195, loss_cls: 3.4484, loss: 3.4484, grad_norm: 2.6267 2020-07-26 00:06:02,640 - mmaction - INFO - Epoch [78][1660/3757] lr: 6.125e-02, eta: 2 days, 18:51:10, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.5164, loss_cls: 3.4001, loss: 3.4001, grad_norm: 2.6165 2020-07-26 00:06:14,189 - mmaction - INFO - Epoch [78][1680/3757] lr: 6.125e-02, eta: 2 days, 18:50:55, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5031, loss_cls: 3.4486, loss: 3.4486, grad_norm: 2.6094 2020-07-26 00:06:25,621 - mmaction - INFO - Epoch [78][1700/3757] lr: 6.125e-02, eta: 2 days, 18:50:40, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5336, loss_cls: 3.3354, loss: 3.3354, grad_norm: 2.4880 2020-07-26 00:06:37,119 - mmaction - INFO - Epoch [78][1720/3757] lr: 6.125e-02, eta: 2 days, 18:50:25, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.5094, loss_cls: 3.4449, loss: 3.4449, grad_norm: 2.5783 2020-07-26 00:06:48,678 - mmaction - INFO - Epoch [78][1740/3757] lr: 6.125e-02, eta: 2 days, 18:50:11, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.4898, loss_cls: 3.4695, loss: 3.4695, grad_norm: 2.5742 2020-07-26 00:07:00,083 - mmaction - INFO - Epoch [78][1760/3757] lr: 6.125e-02, eta: 2 days, 18:49:55, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.5008, loss_cls: 3.5497, loss: 3.5497, grad_norm: 2.6484 2020-07-26 00:07:11,574 - mmaction - INFO - Epoch [78][1780/3757] lr: 6.125e-02, eta: 2 days, 18:49:41, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.5320, loss_cls: 3.4528, loss: 3.4528, grad_norm: 2.5330 2020-07-26 00:07:23,090 - mmaction - INFO - Epoch [78][1800/3757] lr: 6.125e-02, eta: 2 days, 18:49:26, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.5094, loss_cls: 3.4548, loss: 3.4548, grad_norm: 2.5623 2020-07-26 00:07:34,414 - mmaction - INFO - Epoch [78][1820/3757] lr: 6.125e-02, eta: 2 days, 18:49:10, time: 0.566, data_time: 0.001, memory: 5232, top1_acc: 0.2742, top5_acc: 0.4945, loss_cls: 3.5186, loss: 3.5186, grad_norm: 2.4821 2020-07-26 00:07:45,896 - mmaction - INFO - Epoch [78][1840/3757] lr: 6.125e-02, eta: 2 days, 18:48:55, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5125, loss_cls: 3.4662, loss: 3.4662, grad_norm: 2.5223 2020-07-26 00:07:57,331 - mmaction - INFO - Epoch [78][1860/3757] lr: 6.125e-02, eta: 2 days, 18:48:40, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.5031, loss_cls: 3.4786, loss: 3.4786, grad_norm: 2.5273 2020-07-26 00:08:08,748 - mmaction - INFO - Epoch [78][1880/3757] lr: 6.125e-02, eta: 2 days, 18:48:25, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5109, loss_cls: 3.3979, loss: 3.3979, grad_norm: 2.5221 2020-07-26 00:08:20,153 - mmaction - INFO - Epoch [78][1900/3757] lr: 6.125e-02, eta: 2 days, 18:48:10, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2359, top5_acc: 0.4805, loss_cls: 3.6035, loss: 3.6035, grad_norm: 2.4958 2020-07-26 00:08:31,547 - mmaction - INFO - Epoch [78][1920/3757] lr: 6.125e-02, eta: 2 days, 18:47:55, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5227, loss_cls: 3.4073, loss: 3.4073, grad_norm: 2.5221 2020-07-26 00:08:43,113 - mmaction - INFO - Epoch [78][1940/3757] lr: 6.125e-02, eta: 2 days, 18:47:40, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4961, loss_cls: 3.4970, loss: 3.4970, grad_norm: 2.6253 2020-07-26 00:08:54,540 - mmaction - INFO - Epoch [78][1960/3757] lr: 6.125e-02, eta: 2 days, 18:47:25, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5180, loss_cls: 3.4283, loss: 3.4283, grad_norm: 2.5731 2020-07-26 00:09:05,825 - mmaction - INFO - Epoch [78][1980/3757] lr: 6.125e-02, eta: 2 days, 18:47:10, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5188, loss_cls: 3.4019, loss: 3.4019, grad_norm: 2.4846 2020-07-26 00:09:17,266 - mmaction - INFO - Epoch [78][2000/3757] lr: 6.125e-02, eta: 2 days, 18:46:55, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5133, loss_cls: 3.4097, loss: 3.4097, grad_norm: 2.5974 2020-07-26 00:09:28,697 - mmaction - INFO - Epoch [78][2020/3757] lr: 6.125e-02, eta: 2 days, 18:46:40, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5117, loss_cls: 3.4234, loss: 3.4234, grad_norm: 2.5490 2020-07-26 00:09:40,136 - mmaction - INFO - Epoch [78][2040/3757] lr: 6.125e-02, eta: 2 days, 18:46:25, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5055, loss_cls: 3.4515, loss: 3.4515, grad_norm: 2.6040 2020-07-26 00:09:51,654 - mmaction - INFO - Epoch [78][2060/3757] lr: 6.125e-02, eta: 2 days, 18:46:10, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5086, loss_cls: 3.4746, loss: 3.4746, grad_norm: 2.6260 2020-07-26 00:10:03,150 - mmaction - INFO - Epoch [78][2080/3757] lr: 6.125e-02, eta: 2 days, 18:45:55, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4867, loss_cls: 3.5196, loss: 3.5196, grad_norm: 2.5695 2020-07-26 00:10:14,592 - mmaction - INFO - Epoch [78][2100/3757] lr: 6.125e-02, eta: 2 days, 18:45:40, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.5070, loss_cls: 3.5380, loss: 3.5380, grad_norm: 2.5732 2020-07-26 00:10:26,031 - mmaction - INFO - Epoch [78][2120/3757] lr: 6.125e-02, eta: 2 days, 18:45:25, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2547, top5_acc: 0.5094, loss_cls: 3.5578, loss: 3.5578, grad_norm: 2.5864 2020-07-26 00:10:37,514 - mmaction - INFO - Epoch [78][2140/3757] lr: 6.125e-02, eta: 2 days, 18:45:10, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.5031, loss_cls: 3.5220, loss: 3.5220, grad_norm: 2.4864 2020-07-26 00:10:48,978 - mmaction - INFO - Epoch [78][2160/3757] lr: 6.125e-02, eta: 2 days, 18:44:55, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.4898, loss_cls: 3.5147, loss: 3.5147, grad_norm: 2.5079 2020-07-26 00:11:00,455 - mmaction - INFO - Epoch [78][2180/3757] lr: 6.125e-02, eta: 2 days, 18:44:40, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5336, loss_cls: 3.3445, loss: 3.3445, grad_norm: 2.5130 2020-07-26 00:11:11,853 - mmaction - INFO - Epoch [78][2200/3757] lr: 6.125e-02, eta: 2 days, 18:44:25, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5055, loss_cls: 3.4295, loss: 3.4295, grad_norm: 2.5748 2020-07-26 00:11:23,221 - mmaction - INFO - Epoch [78][2220/3757] lr: 6.125e-02, eta: 2 days, 18:44:10, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5000, loss_cls: 3.4230, loss: 3.4230, grad_norm: 2.5451 2020-07-26 00:11:34,739 - mmaction - INFO - Epoch [78][2240/3757] lr: 6.125e-02, eta: 2 days, 18:43:55, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4945, loss_cls: 3.5355, loss: 3.5355, grad_norm: 2.5672 2020-07-26 00:11:46,170 - mmaction - INFO - Epoch [78][2260/3757] lr: 6.125e-02, eta: 2 days, 18:43:40, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5125, loss_cls: 3.4298, loss: 3.4298, grad_norm: 2.4707 2020-07-26 00:11:57,434 - mmaction - INFO - Epoch [78][2280/3757] lr: 6.125e-02, eta: 2 days, 18:43:25, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.4938, loss_cls: 3.4604, loss: 3.4604, grad_norm: 2.6026 2020-07-26 00:12:08,720 - mmaction - INFO - Epoch [78][2300/3757] lr: 6.125e-02, eta: 2 days, 18:43:09, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5227, loss_cls: 3.4497, loss: 3.4497, grad_norm: 2.5322 2020-07-26 00:12:20,076 - mmaction - INFO - Epoch [78][2320/3757] lr: 6.125e-02, eta: 2 days, 18:42:54, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5000, loss_cls: 3.4660, loss: 3.4660, grad_norm: 2.5727 2020-07-26 00:12:31,480 - mmaction - INFO - Epoch [78][2340/3757] lr: 6.125e-02, eta: 2 days, 18:42:39, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.4875, loss_cls: 3.4740, loss: 3.4740, grad_norm: 2.6161 2020-07-26 00:12:42,792 - mmaction - INFO - Epoch [78][2360/3757] lr: 6.125e-02, eta: 2 days, 18:42:24, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.5062, loss_cls: 3.4083, loss: 3.4083, grad_norm: 2.6484 2020-07-26 00:12:54,173 - mmaction - INFO - Epoch [78][2380/3757] lr: 6.125e-02, eta: 2 days, 18:42:09, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2562, top5_acc: 0.5148, loss_cls: 3.3988, loss: 3.3988, grad_norm: 2.6247 2020-07-26 00:13:07,380 - mmaction - INFO - Epoch [78][2400/3757] lr: 6.125e-02, eta: 2 days, 18:41:58, time: 0.660, data_time: 0.038, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4875, loss_cls: 3.5166, loss: 3.5166, grad_norm: 2.5767 2020-07-26 00:13:19,807 - mmaction - INFO - Epoch [78][2420/3757] lr: 6.125e-02, eta: 2 days, 18:41:45, time: 0.622, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.5039, loss_cls: 3.4833, loss: 3.4833, grad_norm: 2.4985 2020-07-26 00:13:37,437 - mmaction - INFO - Epoch [78][2440/3757] lr: 6.125e-02, eta: 2 days, 18:41:45, time: 0.881, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.4836, loss_cls: 3.5062, loss: 3.5062, grad_norm: 2.5342 2020-07-26 00:13:49,919 - mmaction - INFO - Epoch [78][2460/3757] lr: 6.125e-02, eta: 2 days, 18:41:33, time: 0.625, data_time: 0.004, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5211, loss_cls: 3.3884, loss: 3.3884, grad_norm: 2.4854 2020-07-26 00:14:01,471 - mmaction - INFO - Epoch [78][2480/3757] lr: 6.125e-02, eta: 2 days, 18:41:18, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.4758, loss_cls: 3.5376, loss: 3.5376, grad_norm: 2.5155 2020-07-26 00:14:12,905 - mmaction - INFO - Epoch [78][2500/3757] lr: 6.125e-02, eta: 2 days, 18:41:03, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5000, loss_cls: 3.4851, loss: 3.4851, grad_norm: 2.5630 2020-07-26 00:14:24,341 - mmaction - INFO - Epoch [78][2520/3757] lr: 6.125e-02, eta: 2 days, 18:40:48, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5305, loss_cls: 3.3497, loss: 3.3497, grad_norm: 2.5131 2020-07-26 00:14:35,799 - mmaction - INFO - Epoch [78][2540/3757] lr: 6.125e-02, eta: 2 days, 18:40:33, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5047, loss_cls: 3.4462, loss: 3.4462, grad_norm: 2.5406 2020-07-26 00:14:47,241 - mmaction - INFO - Epoch [78][2560/3757] lr: 6.125e-02, eta: 2 days, 18:40:18, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5086, loss_cls: 3.4004, loss: 3.4004, grad_norm: 2.5292 2020-07-26 00:14:58,631 - mmaction - INFO - Epoch [78][2580/3757] lr: 6.125e-02, eta: 2 days, 18:40:03, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4891, loss_cls: 3.5344, loss: 3.5344, grad_norm: 2.6095 2020-07-26 00:15:10,108 - mmaction - INFO - Epoch [78][2600/3757] lr: 6.125e-02, eta: 2 days, 18:39:48, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5156, loss_cls: 3.4153, loss: 3.4153, grad_norm: 2.5408 2020-07-26 00:15:21,500 - mmaction - INFO - Epoch [78][2620/3757] lr: 6.125e-02, eta: 2 days, 18:39:33, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4930, loss_cls: 3.4888, loss: 3.4888, grad_norm: 2.6320 2020-07-26 00:15:32,850 - mmaction - INFO - Epoch [78][2640/3757] lr: 6.125e-02, eta: 2 days, 18:39:17, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5016, loss_cls: 3.4970, loss: 3.4970, grad_norm: 2.5466 2020-07-26 00:15:44,401 - mmaction - INFO - Epoch [78][2660/3757] lr: 6.125e-02, eta: 2 days, 18:39:03, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5195, loss_cls: 3.4167, loss: 3.4167, grad_norm: 2.5038 2020-07-26 00:15:56,864 - mmaction - INFO - Epoch [78][2680/3757] lr: 6.125e-02, eta: 2 days, 18:38:50, time: 0.624, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4969, loss_cls: 3.5022, loss: 3.5022, grad_norm: 2.6392 2020-07-26 00:16:08,296 - mmaction - INFO - Epoch [78][2700/3757] lr: 6.125e-02, eta: 2 days, 18:38:35, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.5086, loss_cls: 3.4641, loss: 3.4641, grad_norm: 2.5323 2020-07-26 00:16:19,741 - mmaction - INFO - Epoch [78][2720/3757] lr: 6.125e-02, eta: 2 days, 18:38:20, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.5047, loss_cls: 3.4547, loss: 3.4547, grad_norm: 2.5339 2020-07-26 00:16:32,255 - mmaction - INFO - Epoch [78][2740/3757] lr: 6.125e-02, eta: 2 days, 18:38:08, time: 0.626, data_time: 0.003, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5266, loss_cls: 3.3318, loss: 3.3318, grad_norm: 2.5871 2020-07-26 00:16:43,758 - mmaction - INFO - Epoch [78][2760/3757] lr: 6.125e-02, eta: 2 days, 18:37:53, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2641, top5_acc: 0.5062, loss_cls: 3.4662, loss: 3.4662, grad_norm: 2.5908 2020-07-26 00:17:03,037 - mmaction - INFO - Epoch [78][2780/3757] lr: 6.125e-02, eta: 2 days, 18:37:57, time: 0.965, data_time: 0.003, memory: 5232, top1_acc: 0.2641, top5_acc: 0.5031, loss_cls: 3.4583, loss: 3.4583, grad_norm: 2.5268 2020-07-26 00:17:14,412 - mmaction - INFO - Epoch [78][2800/3757] lr: 6.125e-02, eta: 2 days, 18:37:42, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2641, top5_acc: 0.5172, loss_cls: 3.4106, loss: 3.4106, grad_norm: 2.4553 2020-07-26 00:17:26,805 - mmaction - INFO - Epoch [78][2820/3757] lr: 6.125e-02, eta: 2 days, 18:37:29, time: 0.620, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5125, loss_cls: 3.4147, loss: 3.4147, grad_norm: 2.5572 2020-07-26 00:17:38,164 - mmaction - INFO - Epoch [78][2840/3757] lr: 6.125e-02, eta: 2 days, 18:37:14, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4906, loss_cls: 3.5454, loss: 3.5454, grad_norm: 2.5816 2020-07-26 00:17:50,543 - mmaction - INFO - Epoch [78][2860/3757] lr: 6.125e-02, eta: 2 days, 18:37:01, time: 0.619, data_time: 0.055, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4992, loss_cls: 3.4953, loss: 3.4953, grad_norm: 2.6030 2020-07-26 00:18:03,798 - mmaction - INFO - Epoch [78][2880/3757] lr: 6.125e-02, eta: 2 days, 18:36:50, time: 0.663, data_time: 0.002, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5148, loss_cls: 3.4802, loss: 3.4802, grad_norm: 2.5796 2020-07-26 00:18:16,256 - mmaction - INFO - Epoch [78][2900/3757] lr: 6.125e-02, eta: 2 days, 18:36:38, time: 0.622, data_time: 0.059, memory: 5232, top1_acc: 0.2555, top5_acc: 0.5070, loss_cls: 3.4331, loss: 3.4331, grad_norm: 2.5281 2020-07-26 00:18:29,734 - mmaction - INFO - Epoch [78][2920/3757] lr: 6.125e-02, eta: 2 days, 18:36:28, time: 0.675, data_time: 0.065, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5328, loss_cls: 3.4093, loss: 3.4093, grad_norm: 2.5194 2020-07-26 00:18:42,236 - mmaction - INFO - Epoch [78][2940/3757] lr: 6.125e-02, eta: 2 days, 18:36:15, time: 0.625, data_time: 0.058, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4883, loss_cls: 3.5263, loss: 3.5263, grad_norm: 2.5967 2020-07-26 00:18:53,724 - mmaction - INFO - Epoch [78][2960/3757] lr: 6.125e-02, eta: 2 days, 18:36:00, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5070, loss_cls: 3.4557, loss: 3.4557, grad_norm: 2.5119 2020-07-26 00:19:05,082 - mmaction - INFO - Epoch [78][2980/3757] lr: 6.125e-02, eta: 2 days, 18:35:45, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5258, loss_cls: 3.4053, loss: 3.4053, grad_norm: 2.5493 2020-07-26 00:19:16,553 - mmaction - INFO - Epoch [78][3000/3757] lr: 6.125e-02, eta: 2 days, 18:35:30, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5312, loss_cls: 3.3730, loss: 3.3730, grad_norm: 2.6261 2020-07-26 00:19:28,998 - mmaction - INFO - Epoch [78][3020/3757] lr: 6.125e-02, eta: 2 days, 18:35:18, time: 0.622, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5133, loss_cls: 3.4368, loss: 3.4368, grad_norm: 2.5316 2020-07-26 00:19:40,414 - mmaction - INFO - Epoch [78][3040/3757] lr: 6.125e-02, eta: 2 days, 18:35:03, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5031, loss_cls: 3.4411, loss: 3.4411, grad_norm: 2.5435 2020-07-26 00:19:51,655 - mmaction - INFO - Epoch [78][3060/3757] lr: 6.125e-02, eta: 2 days, 18:34:47, time: 0.562, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5031, loss_cls: 3.4636, loss: 3.4636, grad_norm: 2.5684 2020-07-26 00:20:03,143 - mmaction - INFO - Epoch [78][3080/3757] lr: 6.125e-02, eta: 2 days, 18:34:32, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.5078, loss_cls: 3.5044, loss: 3.5044, grad_norm: 2.5314 2020-07-26 00:20:14,534 - mmaction - INFO - Epoch [78][3100/3757] lr: 6.125e-02, eta: 2 days, 18:34:17, time: 0.570, data_time: 0.001, memory: 5232, top1_acc: 0.2812, top5_acc: 0.4992, loss_cls: 3.4023, loss: 3.4023, grad_norm: 2.5117 2020-07-26 00:20:25,976 - mmaction - INFO - Epoch [78][3120/3757] lr: 6.125e-02, eta: 2 days, 18:34:02, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.4961, loss_cls: 3.4541, loss: 3.4541, grad_norm: 2.5208 2020-07-26 00:20:37,470 - mmaction - INFO - Epoch [78][3140/3757] lr: 6.125e-02, eta: 2 days, 18:33:47, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4844, loss_cls: 3.5574, loss: 3.5574, grad_norm: 2.5802 2020-07-26 00:20:48,827 - mmaction - INFO - Epoch [78][3160/3757] lr: 6.125e-02, eta: 2 days, 18:33:32, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.5094, loss_cls: 3.4930, loss: 3.4930, grad_norm: 2.5557 2020-07-26 00:21:00,276 - mmaction - INFO - Epoch [78][3180/3757] lr: 6.125e-02, eta: 2 days, 18:33:17, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5367, loss_cls: 3.3865, loss: 3.3865, grad_norm: 2.5097 2020-07-26 00:21:11,723 - mmaction - INFO - Epoch [78][3200/3757] lr: 6.125e-02, eta: 2 days, 18:33:02, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5219, loss_cls: 3.4024, loss: 3.4024, grad_norm: 2.5911 2020-07-26 00:21:23,151 - mmaction - INFO - Epoch [78][3220/3757] lr: 6.125e-02, eta: 2 days, 18:32:47, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2641, top5_acc: 0.4961, loss_cls: 3.4731, loss: 3.4731, grad_norm: 2.6339 2020-07-26 00:21:34,539 - mmaction - INFO - Epoch [78][3240/3757] lr: 6.125e-02, eta: 2 days, 18:32:32, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.4742, loss_cls: 3.6124, loss: 3.6124, grad_norm: 2.5520 2020-07-26 00:21:45,941 - mmaction - INFO - Epoch [78][3260/3757] lr: 6.125e-02, eta: 2 days, 18:32:17, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.5062, loss_cls: 3.4640, loss: 3.4640, grad_norm: 2.4861 2020-07-26 00:21:57,381 - mmaction - INFO - Epoch [78][3280/3757] lr: 6.125e-02, eta: 2 days, 18:32:02, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.5070, loss_cls: 3.3811, loss: 3.3811, grad_norm: 2.4762 2020-07-26 00:22:08,907 - mmaction - INFO - Epoch [78][3300/3757] lr: 6.125e-02, eta: 2 days, 18:31:47, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.2578, top5_acc: 0.5211, loss_cls: 3.4528, loss: 3.4528, grad_norm: 2.6342 2020-07-26 00:22:20,360 - mmaction - INFO - Epoch [78][3320/3757] lr: 6.125e-02, eta: 2 days, 18:31:32, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.5117, loss_cls: 3.4013, loss: 3.4013, grad_norm: 2.6335 2020-07-26 00:22:31,915 - mmaction - INFO - Epoch [78][3340/3757] lr: 6.125e-02, eta: 2 days, 18:31:18, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4984, loss_cls: 3.4392, loss: 3.4392, grad_norm: 2.4827 2020-07-26 00:22:43,404 - mmaction - INFO - Epoch [78][3360/3757] lr: 6.125e-02, eta: 2 days, 18:31:03, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5172, loss_cls: 3.4137, loss: 3.4137, grad_norm: 2.5765 2020-07-26 00:22:54,829 - mmaction - INFO - Epoch [78][3380/3757] lr: 6.125e-02, eta: 2 days, 18:30:48, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5117, loss_cls: 3.4304, loss: 3.4304, grad_norm: 2.5226 2020-07-26 00:23:06,302 - mmaction - INFO - Epoch [78][3400/3757] lr: 6.125e-02, eta: 2 days, 18:30:33, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2727, top5_acc: 0.4969, loss_cls: 3.4826, loss: 3.4826, grad_norm: 2.5368 2020-07-26 00:23:17,717 - mmaction - INFO - Epoch [78][3420/3757] lr: 6.125e-02, eta: 2 days, 18:30:18, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5281, loss_cls: 3.3633, loss: 3.3633, grad_norm: 2.4440 2020-07-26 00:23:29,140 - mmaction - INFO - Epoch [78][3440/3757] lr: 6.125e-02, eta: 2 days, 18:30:03, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5078, loss_cls: 3.4357, loss: 3.4357, grad_norm: 2.5737 2020-07-26 00:23:40,582 - mmaction - INFO - Epoch [78][3460/3757] lr: 6.125e-02, eta: 2 days, 18:29:48, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5211, loss_cls: 3.4291, loss: 3.4291, grad_norm: 2.5351 2020-07-26 00:23:51,967 - mmaction - INFO - Epoch [78][3480/3757] lr: 6.125e-02, eta: 2 days, 18:29:33, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5070, loss_cls: 3.4445, loss: 3.4445, grad_norm: 2.5387 2020-07-26 00:24:03,541 - mmaction - INFO - Epoch [78][3500/3757] lr: 6.125e-02, eta: 2 days, 18:29:18, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5117, loss_cls: 3.4184, loss: 3.4184, grad_norm: 2.5338 2020-07-26 00:24:15,050 - mmaction - INFO - Epoch [78][3520/3757] lr: 6.125e-02, eta: 2 days, 18:29:03, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.5008, loss_cls: 3.4522, loss: 3.4522, grad_norm: 2.5779 2020-07-26 00:24:26,564 - mmaction - INFO - Epoch [78][3540/3757] lr: 6.125e-02, eta: 2 days, 18:28:49, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5188, loss_cls: 3.4135, loss: 3.4135, grad_norm: 2.4671 2020-07-26 00:24:38,019 - mmaction - INFO - Epoch [78][3560/3757] lr: 6.125e-02, eta: 2 days, 18:28:34, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.5078, loss_cls: 3.5161, loss: 3.5161, grad_norm: 2.5914 2020-07-26 00:24:49,520 - mmaction - INFO - Epoch [78][3580/3757] lr: 6.125e-02, eta: 2 days, 18:28:19, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.4992, loss_cls: 3.5538, loss: 3.5538, grad_norm: 2.5915 2020-07-26 00:25:00,945 - mmaction - INFO - Epoch [78][3600/3757] lr: 6.125e-02, eta: 2 days, 18:28:04, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.5016, loss_cls: 3.4823, loss: 3.4823, grad_norm: 2.5314 2020-07-26 00:25:12,442 - mmaction - INFO - Epoch [78][3620/3757] lr: 6.125e-02, eta: 2 days, 18:27:49, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.5055, loss_cls: 3.4749, loss: 3.4749, grad_norm: 2.5355 2020-07-26 00:25:23,919 - mmaction - INFO - Epoch [78][3640/3757] lr: 6.125e-02, eta: 2 days, 18:27:34, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5031, loss_cls: 3.4725, loss: 3.4725, grad_norm: 2.5793 2020-07-26 00:25:35,306 - mmaction - INFO - Epoch [78][3660/3757] lr: 6.125e-02, eta: 2 days, 18:27:19, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.4930, loss_cls: 3.5156, loss: 3.5156, grad_norm: 2.5499 2020-07-26 00:25:46,693 - mmaction - INFO - Epoch [78][3680/3757] lr: 6.125e-02, eta: 2 days, 18:27:04, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5164, loss_cls: 3.4291, loss: 3.4291, grad_norm: 2.5364 2020-07-26 00:25:58,205 - mmaction - INFO - Epoch [78][3700/3757] lr: 6.125e-02, eta: 2 days, 18:26:49, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.4719, loss_cls: 3.5777, loss: 3.5777, grad_norm: 2.5588 2020-07-26 00:26:09,669 - mmaction - INFO - Epoch [78][3720/3757] lr: 6.125e-02, eta: 2 days, 18:26:34, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5172, loss_cls: 3.3691, loss: 3.3691, grad_norm: 2.5179 2020-07-26 00:26:21,092 - mmaction - INFO - Epoch [78][3740/3757] lr: 6.125e-02, eta: 2 days, 18:26:19, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.4977, loss_cls: 3.5117, loss: 3.5117, grad_norm: 2.6004 2020-07-26 00:29:45,574 - mmaction - INFO - Epoch [79][20/3757] lr: 6.040e-02, eta: 2 days, 18:32:24, time: 9.336, data_time: 8.644, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4992, loss_cls: 3.4826, loss: 3.4826, grad_norm: 2.4921 2020-07-26 00:29:56,949 - mmaction - INFO - Epoch [79][40/3757] lr: 6.040e-02, eta: 2 days, 18:32:09, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5312, loss_cls: 3.3652, loss: 3.3652, grad_norm: 2.4520 2020-07-26 00:30:08,266 - mmaction - INFO - Epoch [79][60/3757] lr: 6.040e-02, eta: 2 days, 18:31:54, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5234, loss_cls: 3.3525, loss: 3.3525, grad_norm: 2.5384 2020-07-26 00:30:19,622 - mmaction - INFO - Epoch [79][80/3757] lr: 6.040e-02, eta: 2 days, 18:31:38, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5141, loss_cls: 3.3998, loss: 3.3998, grad_norm: 2.5937 2020-07-26 00:30:30,908 - mmaction - INFO - Epoch [79][100/3757] lr: 6.040e-02, eta: 2 days, 18:31:23, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5188, loss_cls: 3.4295, loss: 3.4295, grad_norm: 2.5516 2020-07-26 00:30:42,256 - mmaction - INFO - Epoch [79][120/3757] lr: 6.040e-02, eta: 2 days, 18:31:08, time: 0.568, data_time: 0.006, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5047, loss_cls: 3.4488, loss: 3.4488, grad_norm: 2.5823 2020-07-26 00:30:53,594 - mmaction - INFO - Epoch [79][140/3757] lr: 6.040e-02, eta: 2 days, 18:30:53, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5094, loss_cls: 3.4179, loss: 3.4179, grad_norm: 2.5234 2020-07-26 00:31:04,922 - mmaction - INFO - Epoch [79][160/3757] lr: 6.040e-02, eta: 2 days, 18:30:37, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5062, loss_cls: 3.4260, loss: 3.4260, grad_norm: 2.5789 2020-07-26 00:31:16,295 - mmaction - INFO - Epoch [79][180/3757] lr: 6.040e-02, eta: 2 days, 18:30:22, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5156, loss_cls: 3.3825, loss: 3.3825, grad_norm: 2.5405 2020-07-26 00:31:27,661 - mmaction - INFO - Epoch [79][200/3757] lr: 6.040e-02, eta: 2 days, 18:30:07, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5281, loss_cls: 3.3237, loss: 3.3237, grad_norm: 2.4778 2020-07-26 00:31:39,108 - mmaction - INFO - Epoch [79][220/3757] lr: 6.040e-02, eta: 2 days, 18:29:52, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.4992, loss_cls: 3.4520, loss: 3.4520, grad_norm: 2.5551 2020-07-26 00:31:50,604 - mmaction - INFO - Epoch [79][240/3757] lr: 6.040e-02, eta: 2 days, 18:29:37, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.5102, loss_cls: 3.4690, loss: 3.4690, grad_norm: 2.5767 2020-07-26 00:32:01,937 - mmaction - INFO - Epoch [79][260/3757] lr: 6.040e-02, eta: 2 days, 18:29:22, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.4984, loss_cls: 3.4565, loss: 3.4565, grad_norm: 2.4774 2020-07-26 00:32:13,391 - mmaction - INFO - Epoch [79][280/3757] lr: 6.040e-02, eta: 2 days, 18:29:07, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5133, loss_cls: 3.3525, loss: 3.3525, grad_norm: 2.4677 2020-07-26 00:32:24,828 - mmaction - INFO - Epoch [79][300/3757] lr: 6.040e-02, eta: 2 days, 18:28:52, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5219, loss_cls: 3.4198, loss: 3.4198, grad_norm: 2.5938 2020-07-26 00:32:36,224 - mmaction - INFO - Epoch [79][320/3757] lr: 6.040e-02, eta: 2 days, 18:28:37, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.5031, loss_cls: 3.4270, loss: 3.4270, grad_norm: 2.5032 2020-07-26 00:32:47,611 - mmaction - INFO - Epoch [79][340/3757] lr: 6.040e-02, eta: 2 days, 18:28:22, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5188, loss_cls: 3.3718, loss: 3.3718, grad_norm: 2.5510 2020-07-26 00:32:58,910 - mmaction - INFO - Epoch [79][360/3757] lr: 6.040e-02, eta: 2 days, 18:28:06, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4805, loss_cls: 3.5072, loss: 3.5072, grad_norm: 2.6693 2020-07-26 00:33:10,365 - mmaction - INFO - Epoch [79][380/3757] lr: 6.040e-02, eta: 2 days, 18:27:51, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.4984, loss_cls: 3.4391, loss: 3.4391, grad_norm: 2.5240 2020-07-26 00:33:21,894 - mmaction - INFO - Epoch [79][400/3757] lr: 6.040e-02, eta: 2 days, 18:27:36, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5023, loss_cls: 3.4133, loss: 3.4133, grad_norm: 2.6086 2020-07-26 00:33:33,242 - mmaction - INFO - Epoch [79][420/3757] lr: 6.040e-02, eta: 2 days, 18:27:21, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5242, loss_cls: 3.3541, loss: 3.3541, grad_norm: 2.5464 2020-07-26 00:33:44,655 - mmaction - INFO - Epoch [79][440/3757] lr: 6.040e-02, eta: 2 days, 18:27:06, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5094, loss_cls: 3.4042, loss: 3.4042, grad_norm: 2.5133 2020-07-26 00:33:56,063 - mmaction - INFO - Epoch [79][460/3757] lr: 6.040e-02, eta: 2 days, 18:26:51, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.5000, loss_cls: 3.4989, loss: 3.4989, grad_norm: 2.5664 2020-07-26 00:34:07,521 - mmaction - INFO - Epoch [79][480/3757] lr: 6.040e-02, eta: 2 days, 18:26:36, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5125, loss_cls: 3.4004, loss: 3.4004, grad_norm: 2.5206 2020-07-26 00:34:18,975 - mmaction - INFO - Epoch [79][500/3757] lr: 6.040e-02, eta: 2 days, 18:26:21, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.5117, loss_cls: 3.4376, loss: 3.4376, grad_norm: 2.5499 2020-07-26 00:34:30,399 - mmaction - INFO - Epoch [79][520/3757] lr: 6.040e-02, eta: 2 days, 18:26:06, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5164, loss_cls: 3.4219, loss: 3.4219, grad_norm: 2.5224 2020-07-26 00:34:41,745 - mmaction - INFO - Epoch [79][540/3757] lr: 6.040e-02, eta: 2 days, 18:25:51, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5383, loss_cls: 3.2965, loss: 3.2965, grad_norm: 2.5359 2020-07-26 00:34:53,173 - mmaction - INFO - Epoch [79][560/3757] lr: 6.040e-02, eta: 2 days, 18:25:36, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.4977, loss_cls: 3.4204, loss: 3.4204, grad_norm: 2.6130 2020-07-26 00:35:04,594 - mmaction - INFO - Epoch [79][580/3757] lr: 6.040e-02, eta: 2 days, 18:25:21, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5188, loss_cls: 3.4073, loss: 3.4073, grad_norm: 2.6403 2020-07-26 00:35:16,011 - mmaction - INFO - Epoch [79][600/3757] lr: 6.040e-02, eta: 2 days, 18:25:06, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2625, top5_acc: 0.4938, loss_cls: 3.5184, loss: 3.5184, grad_norm: 2.6286 2020-07-26 00:35:27,346 - mmaction - INFO - Epoch [79][620/3757] lr: 6.040e-02, eta: 2 days, 18:24:51, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.4984, loss_cls: 3.4334, loss: 3.4334, grad_norm: 2.6150 2020-07-26 00:35:38,791 - mmaction - INFO - Epoch [79][640/3757] lr: 6.040e-02, eta: 2 days, 18:24:36, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5164, loss_cls: 3.4047, loss: 3.4047, grad_norm: 2.5214 2020-07-26 00:35:50,086 - mmaction - INFO - Epoch [79][660/3757] lr: 6.040e-02, eta: 2 days, 18:24:20, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5094, loss_cls: 3.3980, loss: 3.3980, grad_norm: 2.5246 2020-07-26 00:36:01,375 - mmaction - INFO - Epoch [79][680/3757] lr: 6.040e-02, eta: 2 days, 18:24:05, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5250, loss_cls: 3.4162, loss: 3.4162, grad_norm: 2.6348 2020-07-26 00:36:12,726 - mmaction - INFO - Epoch [79][700/3757] lr: 6.040e-02, eta: 2 days, 18:23:50, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5055, loss_cls: 3.4312, loss: 3.4312, grad_norm: 2.5571 2020-07-26 00:36:24,165 - mmaction - INFO - Epoch [79][720/3757] lr: 6.040e-02, eta: 2 days, 18:23:35, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5172, loss_cls: 3.3798, loss: 3.3798, grad_norm: 2.5499 2020-07-26 00:36:35,529 - mmaction - INFO - Epoch [79][740/3757] lr: 6.040e-02, eta: 2 days, 18:23:19, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5125, loss_cls: 3.4535, loss: 3.4535, grad_norm: 2.5582 2020-07-26 00:36:47,020 - mmaction - INFO - Epoch [79][760/3757] lr: 6.040e-02, eta: 2 days, 18:23:05, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5055, loss_cls: 3.4333, loss: 3.4333, grad_norm: 2.5536 2020-07-26 00:36:58,395 - mmaction - INFO - Epoch [79][780/3757] lr: 6.040e-02, eta: 2 days, 18:22:49, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5266, loss_cls: 3.4224, loss: 3.4224, grad_norm: 2.5886 2020-07-26 00:37:09,815 - mmaction - INFO - Epoch [79][800/3757] lr: 6.040e-02, eta: 2 days, 18:22:34, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5219, loss_cls: 3.3871, loss: 3.3871, grad_norm: 2.5905 2020-07-26 00:37:21,263 - mmaction - INFO - Epoch [79][820/3757] lr: 6.040e-02, eta: 2 days, 18:22:19, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5273, loss_cls: 3.3808, loss: 3.3808, grad_norm: 2.5455 2020-07-26 00:37:32,678 - mmaction - INFO - Epoch [79][840/3757] lr: 6.040e-02, eta: 2 days, 18:22:04, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5070, loss_cls: 3.3802, loss: 3.3802, grad_norm: 2.5612 2020-07-26 00:37:44,183 - mmaction - INFO - Epoch [79][860/3757] lr: 6.040e-02, eta: 2 days, 18:21:50, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4977, loss_cls: 3.4782, loss: 3.4782, grad_norm: 2.6277 2020-07-26 00:37:55,748 - mmaction - INFO - Epoch [79][880/3757] lr: 6.040e-02, eta: 2 days, 18:21:35, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.5148, loss_cls: 3.4220, loss: 3.4220, grad_norm: 2.5846 2020-07-26 00:38:07,121 - mmaction - INFO - Epoch [79][900/3757] lr: 6.040e-02, eta: 2 days, 18:21:20, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.4961, loss_cls: 3.4851, loss: 3.4851, grad_norm: 2.6043 2020-07-26 00:38:18,529 - mmaction - INFO - Epoch [79][920/3757] lr: 6.040e-02, eta: 2 days, 18:21:05, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.5180, loss_cls: 3.4620, loss: 3.4620, grad_norm: 2.5829 2020-07-26 00:38:29,941 - mmaction - INFO - Epoch [79][940/3757] lr: 6.040e-02, eta: 2 days, 18:20:50, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5320, loss_cls: 3.3216, loss: 3.3216, grad_norm: 2.5287 2020-07-26 00:38:41,363 - mmaction - INFO - Epoch [79][960/3757] lr: 6.040e-02, eta: 2 days, 18:20:35, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5312, loss_cls: 3.3321, loss: 3.3321, grad_norm: 2.5370 2020-07-26 00:38:52,757 - mmaction - INFO - Epoch [79][980/3757] lr: 6.040e-02, eta: 2 days, 18:20:20, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5211, loss_cls: 3.3842, loss: 3.3842, grad_norm: 2.5620 2020-07-26 00:39:04,169 - mmaction - INFO - Epoch [79][1000/3757] lr: 6.040e-02, eta: 2 days, 18:20:05, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5258, loss_cls: 3.3924, loss: 3.3924, grad_norm: 2.5914 2020-07-26 00:39:15,579 - mmaction - INFO - Epoch [79][1020/3757] lr: 6.040e-02, eta: 2 days, 18:19:49, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5016, loss_cls: 3.4219, loss: 3.4219, grad_norm: 2.6342 2020-07-26 00:39:26,958 - mmaction - INFO - Epoch [79][1040/3757] lr: 6.040e-02, eta: 2 days, 18:19:34, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2641, top5_acc: 0.5000, loss_cls: 3.4643, loss: 3.4643, grad_norm: 2.6317 2020-07-26 00:39:38,456 - mmaction - INFO - Epoch [79][1060/3757] lr: 6.040e-02, eta: 2 days, 18:19:19, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.2625, top5_acc: 0.5039, loss_cls: 3.4793, loss: 3.4793, grad_norm: 2.6482 2020-07-26 00:39:49,935 - mmaction - INFO - Epoch [79][1080/3757] lr: 6.040e-02, eta: 2 days, 18:19:05, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5266, loss_cls: 3.3858, loss: 3.3858, grad_norm: 2.5656 2020-07-26 00:40:01,280 - mmaction - INFO - Epoch [79][1100/3757] lr: 6.040e-02, eta: 2 days, 18:18:49, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4922, loss_cls: 3.5468, loss: 3.5468, grad_norm: 2.6246 2020-07-26 00:40:12,787 - mmaction - INFO - Epoch [79][1120/3757] lr: 6.040e-02, eta: 2 days, 18:18:35, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4844, loss_cls: 3.5587, loss: 3.5587, grad_norm: 2.5284 2020-07-26 00:40:24,268 - mmaction - INFO - Epoch [79][1140/3757] lr: 6.040e-02, eta: 2 days, 18:18:20, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5125, loss_cls: 3.4276, loss: 3.4276, grad_norm: 2.5159 2020-07-26 00:40:35,599 - mmaction - INFO - Epoch [79][1160/3757] lr: 6.040e-02, eta: 2 days, 18:18:04, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5148, loss_cls: 3.3923, loss: 3.3923, grad_norm: 2.5613 2020-07-26 00:40:47,098 - mmaction - INFO - Epoch [79][1180/3757] lr: 6.040e-02, eta: 2 days, 18:17:50, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.5000, loss_cls: 3.4508, loss: 3.4508, grad_norm: 2.6474 2020-07-26 00:40:58,564 - mmaction - INFO - Epoch [79][1200/3757] lr: 6.040e-02, eta: 2 days, 18:17:35, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2641, top5_acc: 0.5203, loss_cls: 3.3889, loss: 3.3889, grad_norm: 2.5620 2020-07-26 00:41:09,986 - mmaction - INFO - Epoch [79][1220/3757] lr: 6.040e-02, eta: 2 days, 18:17:20, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.5102, loss_cls: 3.4433, loss: 3.4433, grad_norm: 2.5788 2020-07-26 00:41:21,489 - mmaction - INFO - Epoch [79][1240/3757] lr: 6.040e-02, eta: 2 days, 18:17:05, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4844, loss_cls: 3.5198, loss: 3.5198, grad_norm: 2.6103 2020-07-26 00:41:32,907 - mmaction - INFO - Epoch [79][1260/3757] lr: 6.040e-02, eta: 2 days, 18:16:50, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5203, loss_cls: 3.3961, loss: 3.3961, grad_norm: 2.5522 2020-07-26 00:41:44,394 - mmaction - INFO - Epoch [79][1280/3757] lr: 6.040e-02, eta: 2 days, 18:16:35, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5016, loss_cls: 3.4001, loss: 3.4001, grad_norm: 2.5699 2020-07-26 00:41:55,790 - mmaction - INFO - Epoch [79][1300/3757] lr: 6.040e-02, eta: 2 days, 18:16:20, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5234, loss_cls: 3.3352, loss: 3.3352, grad_norm: 2.5895 2020-07-26 00:42:07,177 - mmaction - INFO - Epoch [79][1320/3757] lr: 6.040e-02, eta: 2 days, 18:16:05, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5016, loss_cls: 3.4531, loss: 3.4531, grad_norm: 2.5594 2020-07-26 00:42:18,663 - mmaction - INFO - Epoch [79][1340/3757] lr: 6.040e-02, eta: 2 days, 18:15:50, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2320, top5_acc: 0.4898, loss_cls: 3.6144, loss: 3.6144, grad_norm: 2.6434 2020-07-26 00:42:30,126 - mmaction - INFO - Epoch [79][1360/3757] lr: 6.040e-02, eta: 2 days, 18:15:35, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5000, loss_cls: 3.4911, loss: 3.4911, grad_norm: 2.5296 2020-07-26 00:42:41,626 - mmaction - INFO - Epoch [79][1380/3757] lr: 6.040e-02, eta: 2 days, 18:15:20, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5180, loss_cls: 3.4232, loss: 3.4232, grad_norm: 2.5490 2020-07-26 00:42:53,108 - mmaction - INFO - Epoch [79][1400/3757] lr: 6.040e-02, eta: 2 days, 18:15:05, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5062, loss_cls: 3.4471, loss: 3.4471, grad_norm: 2.5071 2020-07-26 00:43:04,605 - mmaction - INFO - Epoch [79][1420/3757] lr: 6.040e-02, eta: 2 days, 18:14:51, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5242, loss_cls: 3.3932, loss: 3.3932, grad_norm: 2.5470 2020-07-26 00:43:16,046 - mmaction - INFO - Epoch [79][1440/3757] lr: 6.040e-02, eta: 2 days, 18:14:36, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2641, top5_acc: 0.5008, loss_cls: 3.4015, loss: 3.4015, grad_norm: 2.5383 2020-07-26 00:43:27,474 - mmaction - INFO - Epoch [79][1460/3757] lr: 6.040e-02, eta: 2 days, 18:14:21, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5211, loss_cls: 3.3546, loss: 3.3546, grad_norm: 2.4965 2020-07-26 00:43:38,926 - mmaction - INFO - Epoch [79][1480/3757] lr: 6.040e-02, eta: 2 days, 18:14:06, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5047, loss_cls: 3.4557, loss: 3.4557, grad_norm: 2.5737 2020-07-26 00:43:50,273 - mmaction - INFO - Epoch [79][1500/3757] lr: 6.040e-02, eta: 2 days, 18:13:51, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5031, loss_cls: 3.4790, loss: 3.4790, grad_norm: 2.6029 2020-07-26 00:44:01,604 - mmaction - INFO - Epoch [79][1520/3757] lr: 6.040e-02, eta: 2 days, 18:13:35, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5055, loss_cls: 3.3818, loss: 3.3818, grad_norm: 2.5262 2020-07-26 00:44:13,017 - mmaction - INFO - Epoch [79][1540/3757] lr: 6.040e-02, eta: 2 days, 18:13:20, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4898, loss_cls: 3.4735, loss: 3.4735, grad_norm: 2.6078 2020-07-26 00:44:24,444 - mmaction - INFO - Epoch [79][1560/3757] lr: 6.040e-02, eta: 2 days, 18:13:05, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5039, loss_cls: 3.4936, loss: 3.4936, grad_norm: 2.5571 2020-07-26 00:44:35,889 - mmaction - INFO - Epoch [79][1580/3757] lr: 6.040e-02, eta: 2 days, 18:12:50, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5211, loss_cls: 3.3713, loss: 3.3713, grad_norm: 2.4973 2020-07-26 00:44:47,250 - mmaction - INFO - Epoch [79][1600/3757] lr: 6.040e-02, eta: 2 days, 18:12:35, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4961, loss_cls: 3.5120, loss: 3.5120, grad_norm: 2.6020 2020-07-26 00:44:58,737 - mmaction - INFO - Epoch [79][1620/3757] lr: 6.040e-02, eta: 2 days, 18:12:20, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.5039, loss_cls: 3.4679, loss: 3.4679, grad_norm: 2.6312 2020-07-26 00:45:10,100 - mmaction - INFO - Epoch [79][1640/3757] lr: 6.040e-02, eta: 2 days, 18:12:05, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4883, loss_cls: 3.5612, loss: 3.5612, grad_norm: 2.5780 2020-07-26 00:45:21,563 - mmaction - INFO - Epoch [79][1660/3757] lr: 6.040e-02, eta: 2 days, 18:11:50, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5227, loss_cls: 3.3515, loss: 3.3515, grad_norm: 2.6135 2020-07-26 00:45:32,972 - mmaction - INFO - Epoch [79][1680/3757] lr: 6.040e-02, eta: 2 days, 18:11:35, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.5055, loss_cls: 3.4576, loss: 3.4576, grad_norm: 2.7123 2020-07-26 00:45:44,337 - mmaction - INFO - Epoch [79][1700/3757] lr: 6.040e-02, eta: 2 days, 18:11:20, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.5109, loss_cls: 3.4208, loss: 3.4208, grad_norm: 2.6029 2020-07-26 00:45:55,702 - mmaction - INFO - Epoch [79][1720/3757] lr: 6.040e-02, eta: 2 days, 18:11:05, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.4953, loss_cls: 3.5234, loss: 3.5234, grad_norm: 2.5845 2020-07-26 00:46:06,966 - mmaction - INFO - Epoch [79][1740/3757] lr: 6.040e-02, eta: 2 days, 18:10:50, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.4953, loss_cls: 3.4953, loss: 3.4953, grad_norm: 2.5651 2020-07-26 00:46:18,490 - mmaction - INFO - Epoch [79][1760/3757] lr: 6.040e-02, eta: 2 days, 18:10:35, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5195, loss_cls: 3.3426, loss: 3.3426, grad_norm: 2.4974 2020-07-26 00:46:29,881 - mmaction - INFO - Epoch [79][1780/3757] lr: 6.040e-02, eta: 2 days, 18:10:20, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5320, loss_cls: 3.3797, loss: 3.3797, grad_norm: 2.6075 2020-07-26 00:46:41,349 - mmaction - INFO - Epoch [79][1800/3757] lr: 6.040e-02, eta: 2 days, 18:10:05, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.4922, loss_cls: 3.4827, loss: 3.4827, grad_norm: 2.5903 2020-07-26 00:46:52,850 - mmaction - INFO - Epoch [79][1820/3757] lr: 6.040e-02, eta: 2 days, 18:09:50, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5141, loss_cls: 3.4211, loss: 3.4211, grad_norm: 2.5546 2020-07-26 00:47:04,219 - mmaction - INFO - Epoch [79][1840/3757] lr: 6.040e-02, eta: 2 days, 18:09:35, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5023, loss_cls: 3.4630, loss: 3.4630, grad_norm: 2.5718 2020-07-26 00:47:15,629 - mmaction - INFO - Epoch [79][1860/3757] lr: 6.040e-02, eta: 2 days, 18:09:20, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4883, loss_cls: 3.5155, loss: 3.5155, grad_norm: 2.4973 2020-07-26 00:47:26,922 - mmaction - INFO - Epoch [79][1880/3757] lr: 6.040e-02, eta: 2 days, 18:09:05, time: 0.564, data_time: 0.002, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5148, loss_cls: 3.3846, loss: 3.3846, grad_norm: 2.5142 2020-07-26 00:47:38,336 - mmaction - INFO - Epoch [79][1900/3757] lr: 6.040e-02, eta: 2 days, 18:08:50, time: 0.571, data_time: 0.006, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5125, loss_cls: 3.4513, loss: 3.4513, grad_norm: 2.5932 2020-07-26 00:47:49,757 - mmaction - INFO - Epoch [79][1920/3757] lr: 6.040e-02, eta: 2 days, 18:08:35, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5000, loss_cls: 3.4704, loss: 3.4704, grad_norm: 2.5820 2020-07-26 00:48:01,102 - mmaction - INFO - Epoch [79][1940/3757] lr: 6.040e-02, eta: 2 days, 18:08:20, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2352, top5_acc: 0.4938, loss_cls: 3.5042, loss: 3.5042, grad_norm: 2.5909 2020-07-26 00:48:12,436 - mmaction - INFO - Epoch [79][1960/3757] lr: 6.040e-02, eta: 2 days, 18:08:05, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.4922, loss_cls: 3.4880, loss: 3.4880, grad_norm: 2.5239 2020-07-26 00:48:23,861 - mmaction - INFO - Epoch [79][1980/3757] lr: 6.040e-02, eta: 2 days, 18:07:50, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5414, loss_cls: 3.4194, loss: 3.4194, grad_norm: 2.6068 2020-07-26 00:48:35,309 - mmaction - INFO - Epoch [79][2000/3757] lr: 6.040e-02, eta: 2 days, 18:07:35, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5188, loss_cls: 3.3352, loss: 3.3352, grad_norm: 2.6402 2020-07-26 00:48:46,749 - mmaction - INFO - Epoch [79][2020/3757] lr: 6.040e-02, eta: 2 days, 18:07:20, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5164, loss_cls: 3.4456, loss: 3.4456, grad_norm: 2.6190 2020-07-26 00:48:58,398 - mmaction - INFO - Epoch [79][2040/3757] lr: 6.040e-02, eta: 2 days, 18:07:05, time: 0.582, data_time: 0.016, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5133, loss_cls: 3.4111, loss: 3.4111, grad_norm: 2.5891 2020-07-26 00:49:09,832 - mmaction - INFO - Epoch [79][2060/3757] lr: 6.040e-02, eta: 2 days, 18:06:50, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5227, loss_cls: 3.4017, loss: 3.4017, grad_norm: 2.5319 2020-07-26 00:49:21,301 - mmaction - INFO - Epoch [79][2080/3757] lr: 6.040e-02, eta: 2 days, 18:06:35, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.4969, loss_cls: 3.4826, loss: 3.4826, grad_norm: 2.6345 2020-07-26 00:49:32,737 - mmaction - INFO - Epoch [79][2100/3757] lr: 6.040e-02, eta: 2 days, 18:06:20, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5008, loss_cls: 3.5068, loss: 3.5068, grad_norm: 2.5998 2020-07-26 00:49:44,258 - mmaction - INFO - Epoch [79][2120/3757] lr: 6.040e-02, eta: 2 days, 18:06:06, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5094, loss_cls: 3.4603, loss: 3.4603, grad_norm: 2.5585 2020-07-26 00:49:55,842 - mmaction - INFO - Epoch [79][2140/3757] lr: 6.040e-02, eta: 2 days, 18:05:51, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.4969, loss_cls: 3.4406, loss: 3.4406, grad_norm: 2.5052 2020-07-26 00:50:07,289 - mmaction - INFO - Epoch [79][2160/3757] lr: 6.040e-02, eta: 2 days, 18:05:36, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5094, loss_cls: 3.4631, loss: 3.4631, grad_norm: 2.5780 2020-07-26 00:50:18,720 - mmaction - INFO - Epoch [79][2180/3757] lr: 6.040e-02, eta: 2 days, 18:05:21, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5094, loss_cls: 3.4756, loss: 3.4756, grad_norm: 2.5645 2020-07-26 00:50:30,057 - mmaction - INFO - Epoch [79][2200/3757] lr: 6.040e-02, eta: 2 days, 18:05:06, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4805, loss_cls: 3.5269, loss: 3.5269, grad_norm: 2.6108 2020-07-26 00:50:41,513 - mmaction - INFO - Epoch [79][2220/3757] lr: 6.040e-02, eta: 2 days, 18:04:51, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5305, loss_cls: 3.3631, loss: 3.3631, grad_norm: 2.5017 2020-07-26 00:50:52,969 - mmaction - INFO - Epoch [79][2240/3757] lr: 6.040e-02, eta: 2 days, 18:04:36, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5023, loss_cls: 3.4587, loss: 3.4587, grad_norm: 2.5410 2020-07-26 00:51:04,424 - mmaction - INFO - Epoch [79][2260/3757] lr: 6.040e-02, eta: 2 days, 18:04:21, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5125, loss_cls: 3.4039, loss: 3.4039, grad_norm: 2.5189 2020-07-26 00:51:15,846 - mmaction - INFO - Epoch [79][2280/3757] lr: 6.040e-02, eta: 2 days, 18:04:06, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5031, loss_cls: 3.5592, loss: 3.5592, grad_norm: 2.6695 2020-07-26 00:51:27,232 - mmaction - INFO - Epoch [79][2300/3757] lr: 6.040e-02, eta: 2 days, 18:03:51, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.4992, loss_cls: 3.4757, loss: 3.4757, grad_norm: 2.4796 2020-07-26 00:51:38,598 - mmaction - INFO - Epoch [79][2320/3757] lr: 6.040e-02, eta: 2 days, 18:03:36, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5117, loss_cls: 3.3641, loss: 3.3641, grad_norm: 2.4959 2020-07-26 00:51:50,093 - mmaction - INFO - Epoch [79][2340/3757] lr: 6.040e-02, eta: 2 days, 18:03:22, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5008, loss_cls: 3.5245, loss: 3.5245, grad_norm: 2.5557 2020-07-26 00:52:01,311 - mmaction - INFO - Epoch [79][2360/3757] lr: 6.040e-02, eta: 2 days, 18:03:06, time: 0.560, data_time: 0.001, memory: 5232, top1_acc: 0.2578, top5_acc: 0.4867, loss_cls: 3.4772, loss: 3.4772, grad_norm: 2.4892 2020-07-26 00:52:12,663 - mmaction - INFO - Epoch [79][2380/3757] lr: 6.040e-02, eta: 2 days, 18:02:51, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4984, loss_cls: 3.4851, loss: 3.4851, grad_norm: 2.5215 2020-07-26 00:52:24,162 - mmaction - INFO - Epoch [79][2400/3757] lr: 6.040e-02, eta: 2 days, 18:02:36, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5195, loss_cls: 3.4201, loss: 3.4201, grad_norm: 2.5281 2020-07-26 00:52:35,421 - mmaction - INFO - Epoch [79][2420/3757] lr: 6.040e-02, eta: 2 days, 18:02:21, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4891, loss_cls: 3.5527, loss: 3.5527, grad_norm: 2.5796 2020-07-26 00:52:46,902 - mmaction - INFO - Epoch [79][2440/3757] lr: 6.040e-02, eta: 2 days, 18:02:06, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.5078, loss_cls: 3.4686, loss: 3.4686, grad_norm: 2.6089 2020-07-26 00:52:58,358 - mmaction - INFO - Epoch [79][2460/3757] lr: 6.040e-02, eta: 2 days, 18:01:51, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5086, loss_cls: 3.4443, loss: 3.4443, grad_norm: 2.5277 2020-07-26 00:53:09,680 - mmaction - INFO - Epoch [79][2480/3757] lr: 6.040e-02, eta: 2 days, 18:01:36, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5117, loss_cls: 3.3792, loss: 3.3792, grad_norm: 2.5412 2020-07-26 00:53:21,335 - mmaction - INFO - Epoch [79][2500/3757] lr: 6.040e-02, eta: 2 days, 18:01:22, time: 0.583, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5297, loss_cls: 3.3728, loss: 3.3728, grad_norm: 2.6015 2020-07-26 00:53:32,577 - mmaction - INFO - Epoch [79][2520/3757] lr: 6.040e-02, eta: 2 days, 18:01:06, time: 0.562, data_time: 0.001, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5195, loss_cls: 3.4103, loss: 3.4103, grad_norm: 2.5754 2020-07-26 00:53:43,983 - mmaction - INFO - Epoch [79][2540/3757] lr: 6.040e-02, eta: 2 days, 18:00:51, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5180, loss_cls: 3.4319, loss: 3.4319, grad_norm: 2.5717 2020-07-26 00:53:55,338 - mmaction - INFO - Epoch [79][2560/3757] lr: 6.040e-02, eta: 2 days, 18:00:36, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2586, top5_acc: 0.5109, loss_cls: 3.4642, loss: 3.4642, grad_norm: 2.5853 2020-07-26 00:54:06,729 - mmaction - INFO - Epoch [79][2580/3757] lr: 6.040e-02, eta: 2 days, 18:00:21, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5172, loss_cls: 3.3819, loss: 3.3819, grad_norm: 2.5433 2020-07-26 00:54:18,185 - mmaction - INFO - Epoch [79][2600/3757] lr: 6.040e-02, eta: 2 days, 18:00:06, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2844, top5_acc: 0.4961, loss_cls: 3.4488, loss: 3.4488, grad_norm: 2.6548 2020-07-26 00:54:29,542 - mmaction - INFO - Epoch [79][2620/3757] lr: 6.040e-02, eta: 2 days, 17:59:51, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4961, loss_cls: 3.5370, loss: 3.5370, grad_norm: 2.5842 2020-07-26 00:54:40,838 - mmaction - INFO - Epoch [79][2640/3757] lr: 6.040e-02, eta: 2 days, 17:59:36, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.5156, loss_cls: 3.4851, loss: 3.4851, grad_norm: 2.5426 2020-07-26 00:54:52,255 - mmaction - INFO - Epoch [79][2660/3757] lr: 6.040e-02, eta: 2 days, 17:59:21, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5266, loss_cls: 3.3151, loss: 3.3151, grad_norm: 2.4544 2020-07-26 00:55:03,624 - mmaction - INFO - Epoch [79][2680/3757] lr: 6.040e-02, eta: 2 days, 17:59:06, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.5133, loss_cls: 3.4573, loss: 3.4573, grad_norm: 2.5090 2020-07-26 00:55:15,059 - mmaction - INFO - Epoch [79][2700/3757] lr: 6.040e-02, eta: 2 days, 17:58:51, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5164, loss_cls: 3.3820, loss: 3.3820, grad_norm: 2.4757 2020-07-26 00:55:26,557 - mmaction - INFO - Epoch [79][2720/3757] lr: 6.040e-02, eta: 2 days, 17:58:36, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5039, loss_cls: 3.4113, loss: 3.4113, grad_norm: 2.6051 2020-07-26 00:55:38,077 - mmaction - INFO - Epoch [79][2740/3757] lr: 6.040e-02, eta: 2 days, 17:58:21, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5078, loss_cls: 3.3883, loss: 3.3883, grad_norm: 2.5239 2020-07-26 00:55:49,623 - mmaction - INFO - Epoch [79][2760/3757] lr: 6.040e-02, eta: 2 days, 17:58:07, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5273, loss_cls: 3.4232, loss: 3.4232, grad_norm: 2.5252 2020-07-26 00:56:01,054 - mmaction - INFO - Epoch [79][2780/3757] lr: 6.040e-02, eta: 2 days, 17:57:52, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5234, loss_cls: 3.3281, loss: 3.3281, grad_norm: 2.5068 2020-07-26 00:56:12,433 - mmaction - INFO - Epoch [79][2800/3757] lr: 6.040e-02, eta: 2 days, 17:57:37, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5133, loss_cls: 3.4183, loss: 3.4183, grad_norm: 2.5603 2020-07-26 00:56:23,717 - mmaction - INFO - Epoch [79][2820/3757] lr: 6.040e-02, eta: 2 days, 17:57:22, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5180, loss_cls: 3.4053, loss: 3.4053, grad_norm: 2.5079 2020-07-26 00:56:35,039 - mmaction - INFO - Epoch [79][2840/3757] lr: 6.040e-02, eta: 2 days, 17:57:06, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.5125, loss_cls: 3.5051, loss: 3.5051, grad_norm: 2.5999 2020-07-26 00:56:46,418 - mmaction - INFO - Epoch [79][2860/3757] lr: 6.040e-02, eta: 2 days, 17:56:51, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5008, loss_cls: 3.4567, loss: 3.4567, grad_norm: 2.5310 2020-07-26 00:56:57,865 - mmaction - INFO - Epoch [79][2880/3757] lr: 6.040e-02, eta: 2 days, 17:56:36, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.4961, loss_cls: 3.5044, loss: 3.5044, grad_norm: 2.5770 2020-07-26 00:57:09,280 - mmaction - INFO - Epoch [79][2900/3757] lr: 6.040e-02, eta: 2 days, 17:56:21, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2641, top5_acc: 0.5281, loss_cls: 3.4373, loss: 3.4373, grad_norm: 2.5140 2020-07-26 00:57:20,549 - mmaction - INFO - Epoch [79][2920/3757] lr: 6.040e-02, eta: 2 days, 17:56:06, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4914, loss_cls: 3.5412, loss: 3.5412, grad_norm: 2.6244 2020-07-26 00:57:31,907 - mmaction - INFO - Epoch [79][2940/3757] lr: 6.040e-02, eta: 2 days, 17:55:51, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5211, loss_cls: 3.4435, loss: 3.4435, grad_norm: 2.5522 2020-07-26 00:57:43,372 - mmaction - INFO - Epoch [79][2960/3757] lr: 6.040e-02, eta: 2 days, 17:55:36, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5312, loss_cls: 3.3284, loss: 3.3284, grad_norm: 2.5858 2020-07-26 00:57:54,742 - mmaction - INFO - Epoch [79][2980/3757] lr: 6.040e-02, eta: 2 days, 17:55:21, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5328, loss_cls: 3.3951, loss: 3.3951, grad_norm: 2.5391 2020-07-26 00:58:06,032 - mmaction - INFO - Epoch [79][3000/3757] lr: 6.040e-02, eta: 2 days, 17:55:06, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5367, loss_cls: 3.4212, loss: 3.4212, grad_norm: 2.5857 2020-07-26 00:58:17,521 - mmaction - INFO - Epoch [79][3020/3757] lr: 6.040e-02, eta: 2 days, 17:54:51, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5188, loss_cls: 3.4247, loss: 3.4247, grad_norm: 2.5192 2020-07-26 00:58:28,886 - mmaction - INFO - Epoch [79][3040/3757] lr: 6.040e-02, eta: 2 days, 17:54:36, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.5141, loss_cls: 3.4263, loss: 3.4263, grad_norm: 2.5734 2020-07-26 00:58:40,277 - mmaction - INFO - Epoch [79][3060/3757] lr: 6.040e-02, eta: 2 days, 17:54:21, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5273, loss_cls: 3.3334, loss: 3.3334, grad_norm: 2.6057 2020-07-26 00:58:51,713 - mmaction - INFO - Epoch [79][3080/3757] lr: 6.040e-02, eta: 2 days, 17:54:06, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5188, loss_cls: 3.4067, loss: 3.4067, grad_norm: 2.5301 2020-07-26 00:59:03,062 - mmaction - INFO - Epoch [79][3100/3757] lr: 6.040e-02, eta: 2 days, 17:53:51, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5008, loss_cls: 3.4261, loss: 3.4261, grad_norm: 2.5208 2020-07-26 00:59:14,405 - mmaction - INFO - Epoch [79][3120/3757] lr: 6.040e-02, eta: 2 days, 17:53:36, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.5250, loss_cls: 3.4119, loss: 3.4119, grad_norm: 2.5938 2020-07-26 00:59:25,954 - mmaction - INFO - Epoch [79][3140/3757] lr: 6.040e-02, eta: 2 days, 17:53:21, time: 0.577, data_time: 0.012, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5164, loss_cls: 3.3931, loss: 3.3931, grad_norm: 2.5829 2020-07-26 00:59:37,406 - mmaction - INFO - Epoch [79][3160/3757] lr: 6.040e-02, eta: 2 days, 17:53:07, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4977, loss_cls: 3.5432, loss: 3.5432, grad_norm: 2.6132 2020-07-26 00:59:48,836 - mmaction - INFO - Epoch [79][3180/3757] lr: 6.040e-02, eta: 2 days, 17:52:52, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5477, loss_cls: 3.2806, loss: 3.2806, grad_norm: 2.4716 2020-07-26 01:00:00,122 - mmaction - INFO - Epoch [79][3200/3757] lr: 6.040e-02, eta: 2 days, 17:52:36, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5016, loss_cls: 3.4866, loss: 3.4866, grad_norm: 2.5956 2020-07-26 01:00:17,408 - mmaction - INFO - Epoch [79][3220/3757] lr: 6.040e-02, eta: 2 days, 17:52:35, time: 0.862, data_time: 0.011, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5055, loss_cls: 3.4238, loss: 3.4238, grad_norm: 2.5872 2020-07-26 01:00:28,876 - mmaction - INFO - Epoch [79][3240/3757] lr: 6.040e-02, eta: 2 days, 17:52:20, time: 0.576, data_time: 0.006, memory: 5232, top1_acc: 0.2523, top5_acc: 0.5000, loss_cls: 3.4865, loss: 3.4865, grad_norm: 2.6056 2020-07-26 01:00:40,545 - mmaction - INFO - Epoch [79][3260/3757] lr: 6.040e-02, eta: 2 days, 17:52:06, time: 0.583, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.5023, loss_cls: 3.4660, loss: 3.4660, grad_norm: 2.5085 2020-07-26 01:00:51,965 - mmaction - INFO - Epoch [79][3280/3757] lr: 6.040e-02, eta: 2 days, 17:51:51, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5141, loss_cls: 3.4899, loss: 3.4899, grad_norm: 2.5829 2020-07-26 01:01:03,389 - mmaction - INFO - Epoch [79][3300/3757] lr: 6.040e-02, eta: 2 days, 17:51:36, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5141, loss_cls: 3.3954, loss: 3.3954, grad_norm: 2.5549 2020-07-26 01:01:14,798 - mmaction - INFO - Epoch [79][3320/3757] lr: 6.040e-02, eta: 2 days, 17:51:21, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5117, loss_cls: 3.4322, loss: 3.4322, grad_norm: 2.5954 2020-07-26 01:01:26,084 - mmaction - INFO - Epoch [79][3340/3757] lr: 6.040e-02, eta: 2 days, 17:51:06, time: 0.564, data_time: 0.001, memory: 5232, top1_acc: 0.2742, top5_acc: 0.4891, loss_cls: 3.4515, loss: 3.4515, grad_norm: 2.5999 2020-07-26 01:01:37,491 - mmaction - INFO - Epoch [79][3360/3757] lr: 6.040e-02, eta: 2 days, 17:50:51, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.4984, loss_cls: 3.4620, loss: 3.4620, grad_norm: 2.5364 2020-07-26 01:01:48,918 - mmaction - INFO - Epoch [79][3380/3757] lr: 6.040e-02, eta: 2 days, 17:50:36, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5016, loss_cls: 3.4598, loss: 3.4598, grad_norm: 2.4886 2020-07-26 01:02:00,311 - mmaction - INFO - Epoch [79][3400/3757] lr: 6.040e-02, eta: 2 days, 17:50:21, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4930, loss_cls: 3.4966, loss: 3.4966, grad_norm: 2.5952 2020-07-26 01:02:11,676 - mmaction - INFO - Epoch [79][3420/3757] lr: 6.040e-02, eta: 2 days, 17:50:06, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5008, loss_cls: 3.4347, loss: 3.4347, grad_norm: 2.5649 2020-07-26 01:02:23,143 - mmaction - INFO - Epoch [79][3440/3757] lr: 6.040e-02, eta: 2 days, 17:49:51, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.4953, loss_cls: 3.4904, loss: 3.4904, grad_norm: 2.5850 2020-07-26 01:02:34,543 - mmaction - INFO - Epoch [79][3460/3757] lr: 6.040e-02, eta: 2 days, 17:49:36, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.4867, loss_cls: 3.4582, loss: 3.4582, grad_norm: 2.6052 2020-07-26 01:02:45,878 - mmaction - INFO - Epoch [79][3480/3757] lr: 6.040e-02, eta: 2 days, 17:49:21, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.5039, loss_cls: 3.4523, loss: 3.4523, grad_norm: 2.5269 2020-07-26 01:02:57,259 - mmaction - INFO - Epoch [79][3500/3757] lr: 6.040e-02, eta: 2 days, 17:49:06, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.5078, loss_cls: 3.5134, loss: 3.5134, grad_norm: 2.5865 2020-07-26 01:03:08,613 - mmaction - INFO - Epoch [79][3520/3757] lr: 6.040e-02, eta: 2 days, 17:48:51, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.5070, loss_cls: 3.5149, loss: 3.5149, grad_norm: 2.5792 2020-07-26 01:03:20,055 - mmaction - INFO - Epoch [79][3540/3757] lr: 6.040e-02, eta: 2 days, 17:48:36, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2641, top5_acc: 0.5398, loss_cls: 3.3043, loss: 3.3043, grad_norm: 2.5307 2020-07-26 01:03:31,413 - mmaction - INFO - Epoch [79][3560/3757] lr: 6.040e-02, eta: 2 days, 17:48:21, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5203, loss_cls: 3.4142, loss: 3.4142, grad_norm: 2.6325 2020-07-26 01:03:42,792 - mmaction - INFO - Epoch [79][3580/3757] lr: 6.040e-02, eta: 2 days, 17:48:06, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5047, loss_cls: 3.4763, loss: 3.4763, grad_norm: 2.6092 2020-07-26 01:03:54,258 - mmaction - INFO - Epoch [79][3600/3757] lr: 6.040e-02, eta: 2 days, 17:47:51, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.5141, loss_cls: 3.4691, loss: 3.4691, grad_norm: 2.5980 2020-07-26 01:04:05,719 - mmaction - INFO - Epoch [79][3620/3757] lr: 6.040e-02, eta: 2 days, 17:47:36, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5070, loss_cls: 3.4711, loss: 3.4711, grad_norm: 2.5625 2020-07-26 01:04:17,217 - mmaction - INFO - Epoch [79][3640/3757] lr: 6.040e-02, eta: 2 days, 17:47:22, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5094, loss_cls: 3.4517, loss: 3.4517, grad_norm: 2.5810 2020-07-26 01:04:28,555 - mmaction - INFO - Epoch [79][3660/3757] lr: 6.040e-02, eta: 2 days, 17:47:06, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4984, loss_cls: 3.4917, loss: 3.4917, grad_norm: 2.6500 2020-07-26 01:04:39,877 - mmaction - INFO - Epoch [79][3680/3757] lr: 6.040e-02, eta: 2 days, 17:46:51, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.5117, loss_cls: 3.4897, loss: 3.4897, grad_norm: 2.6094 2020-07-26 01:04:51,320 - mmaction - INFO - Epoch [79][3700/3757] lr: 6.040e-02, eta: 2 days, 17:46:36, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5234, loss_cls: 3.4496, loss: 3.4496, grad_norm: 2.5143 2020-07-26 01:05:02,830 - mmaction - INFO - Epoch [79][3720/3757] lr: 6.040e-02, eta: 2 days, 17:46:22, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5336, loss_cls: 3.3672, loss: 3.3672, grad_norm: 2.5201 2020-07-26 01:05:14,130 - mmaction - INFO - Epoch [79][3740/3757] lr: 6.040e-02, eta: 2 days, 17:46:07, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.2477, top5_acc: 0.5102, loss_cls: 3.4867, loss: 3.4867, grad_norm: 2.6288 2020-07-26 01:08:35,280 - mmaction - INFO - Epoch [80][20/3757] lr: 5.954e-02, eta: 2 days, 17:51:54, time: 9.220, data_time: 8.541, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5234, loss_cls: 3.4208, loss: 3.4208, grad_norm: 2.5378 2020-07-26 01:08:46,639 - mmaction - INFO - Epoch [80][40/3757] lr: 5.954e-02, eta: 2 days, 17:51:39, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5031, loss_cls: 3.4125, loss: 3.4125, grad_norm: 2.5877 2020-07-26 01:08:58,023 - mmaction - INFO - Epoch [80][60/3757] lr: 5.954e-02, eta: 2 days, 17:51:24, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.4930, loss_cls: 3.4819, loss: 3.4819, grad_norm: 2.4713 2020-07-26 01:09:09,252 - mmaction - INFO - Epoch [80][80/3757] lr: 5.954e-02, eta: 2 days, 17:51:08, time: 0.561, data_time: 0.002, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5336, loss_cls: 3.3130, loss: 3.3130, grad_norm: 2.4759 2020-07-26 01:09:20,738 - mmaction - INFO - Epoch [80][100/3757] lr: 5.954e-02, eta: 2 days, 17:50:53, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5078, loss_cls: 3.4215, loss: 3.4215, grad_norm: 2.6070 2020-07-26 01:09:32,074 - mmaction - INFO - Epoch [80][120/3757] lr: 5.954e-02, eta: 2 days, 17:50:38, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5227, loss_cls: 3.3822, loss: 3.3822, grad_norm: 2.5636 2020-07-26 01:09:43,455 - mmaction - INFO - Epoch [80][140/3757] lr: 5.954e-02, eta: 2 days, 17:50:23, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5375, loss_cls: 3.3479, loss: 3.3479, grad_norm: 2.5756 2020-07-26 01:09:54,827 - mmaction - INFO - Epoch [80][160/3757] lr: 5.954e-02, eta: 2 days, 17:50:08, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5445, loss_cls: 3.3351, loss: 3.3351, grad_norm: 2.6092 2020-07-26 01:10:06,195 - mmaction - INFO - Epoch [80][180/3757] lr: 5.954e-02, eta: 2 days, 17:49:53, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.4953, loss_cls: 3.4761, loss: 3.4761, grad_norm: 2.5848 2020-07-26 01:10:17,494 - mmaction - INFO - Epoch [80][200/3757] lr: 5.954e-02, eta: 2 days, 17:49:38, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5180, loss_cls: 3.3953, loss: 3.3953, grad_norm: 2.5688 2020-07-26 01:10:28,849 - mmaction - INFO - Epoch [80][220/3757] lr: 5.954e-02, eta: 2 days, 17:49:23, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5242, loss_cls: 3.4585, loss: 3.4585, grad_norm: 2.6692 2020-07-26 01:10:40,166 - mmaction - INFO - Epoch [80][240/3757] lr: 5.954e-02, eta: 2 days, 17:49:07, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5258, loss_cls: 3.3664, loss: 3.3664, grad_norm: 2.5980 2020-07-26 01:10:51,619 - mmaction - INFO - Epoch [80][260/3757] lr: 5.954e-02, eta: 2 days, 17:48:53, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5219, loss_cls: 3.3425, loss: 3.3425, grad_norm: 2.6030 2020-07-26 01:11:02,965 - mmaction - INFO - Epoch [80][280/3757] lr: 5.954e-02, eta: 2 days, 17:48:37, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.2562, top5_acc: 0.5133, loss_cls: 3.4650, loss: 3.4650, grad_norm: 2.5792 2020-07-26 01:11:14,368 - mmaction - INFO - Epoch [80][300/3757] lr: 5.954e-02, eta: 2 days, 17:48:22, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.5094, loss_cls: 3.5166, loss: 3.5166, grad_norm: 2.5434 2020-07-26 01:11:25,743 - mmaction - INFO - Epoch [80][320/3757] lr: 5.954e-02, eta: 2 days, 17:48:07, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4969, loss_cls: 3.5304, loss: 3.5304, grad_norm: 2.5608 2020-07-26 01:11:37,158 - mmaction - INFO - Epoch [80][340/3757] lr: 5.954e-02, eta: 2 days, 17:47:52, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.4992, loss_cls: 3.5211, loss: 3.5211, grad_norm: 2.6121 2020-07-26 01:11:48,585 - mmaction - INFO - Epoch [80][360/3757] lr: 5.954e-02, eta: 2 days, 17:47:37, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5148, loss_cls: 3.4146, loss: 3.4146, grad_norm: 2.5231 2020-07-26 01:12:00,000 - mmaction - INFO - Epoch [80][380/3757] lr: 5.954e-02, eta: 2 days, 17:47:22, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.4945, loss_cls: 3.4702, loss: 3.4702, grad_norm: 2.5464 2020-07-26 01:12:11,502 - mmaction - INFO - Epoch [80][400/3757] lr: 5.954e-02, eta: 2 days, 17:47:08, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5062, loss_cls: 3.4472, loss: 3.4472, grad_norm: 2.5096 2020-07-26 01:12:22,944 - mmaction - INFO - Epoch [80][420/3757] lr: 5.954e-02, eta: 2 days, 17:46:53, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5398, loss_cls: 3.2992, loss: 3.2992, grad_norm: 2.5464 2020-07-26 01:12:34,227 - mmaction - INFO - Epoch [80][440/3757] lr: 5.954e-02, eta: 2 days, 17:46:38, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.5062, loss_cls: 3.4437, loss: 3.4437, grad_norm: 2.6520 2020-07-26 01:12:45,568 - mmaction - INFO - Epoch [80][460/3757] lr: 5.954e-02, eta: 2 days, 17:46:22, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5109, loss_cls: 3.4481, loss: 3.4481, grad_norm: 2.5542 2020-07-26 01:12:56,995 - mmaction - INFO - Epoch [80][480/3757] lr: 5.954e-02, eta: 2 days, 17:46:07, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5227, loss_cls: 3.4118, loss: 3.4118, grad_norm: 2.5806 2020-07-26 01:13:08,462 - mmaction - INFO - Epoch [80][500/3757] lr: 5.954e-02, eta: 2 days, 17:45:53, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5219, loss_cls: 3.3350, loss: 3.3350, grad_norm: 2.5641 2020-07-26 01:13:19,935 - mmaction - INFO - Epoch [80][520/3757] lr: 5.954e-02, eta: 2 days, 17:45:38, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.5055, loss_cls: 3.4361, loss: 3.4361, grad_norm: 2.6656 2020-07-26 01:13:31,368 - mmaction - INFO - Epoch [80][540/3757] lr: 5.954e-02, eta: 2 days, 17:45:23, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5320, loss_cls: 3.3525, loss: 3.3525, grad_norm: 2.6441 2020-07-26 01:13:42,784 - mmaction - INFO - Epoch [80][560/3757] lr: 5.954e-02, eta: 2 days, 17:45:08, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5281, loss_cls: 3.4105, loss: 3.4105, grad_norm: 2.6542 2020-07-26 01:13:54,113 - mmaction - INFO - Epoch [80][580/3757] lr: 5.954e-02, eta: 2 days, 17:44:53, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5258, loss_cls: 3.4048, loss: 3.4048, grad_norm: 2.5845 2020-07-26 01:14:05,524 - mmaction - INFO - Epoch [80][600/3757] lr: 5.954e-02, eta: 2 days, 17:44:38, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5102, loss_cls: 3.4537, loss: 3.4537, grad_norm: 2.6087 2020-07-26 01:14:17,024 - mmaction - INFO - Epoch [80][620/3757] lr: 5.954e-02, eta: 2 days, 17:44:23, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5117, loss_cls: 3.4128, loss: 3.4128, grad_norm: 2.6169 2020-07-26 01:14:28,432 - mmaction - INFO - Epoch [80][640/3757] lr: 5.954e-02, eta: 2 days, 17:44:08, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5188, loss_cls: 3.4350, loss: 3.4350, grad_norm: 2.6998 2020-07-26 01:14:39,863 - mmaction - INFO - Epoch [80][660/3757] lr: 5.954e-02, eta: 2 days, 17:43:53, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5422, loss_cls: 3.3337, loss: 3.3337, grad_norm: 2.5407 2020-07-26 01:14:51,373 - mmaction - INFO - Epoch [80][680/3757] lr: 5.954e-02, eta: 2 days, 17:43:38, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5227, loss_cls: 3.3581, loss: 3.3581, grad_norm: 2.6652 2020-07-26 01:15:02,793 - mmaction - INFO - Epoch [80][700/3757] lr: 5.954e-02, eta: 2 days, 17:43:23, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.5039, loss_cls: 3.4854, loss: 3.4854, grad_norm: 2.6524 2020-07-26 01:15:14,180 - mmaction - INFO - Epoch [80][720/3757] lr: 5.954e-02, eta: 2 days, 17:43:08, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.2437, top5_acc: 0.5148, loss_cls: 3.4710, loss: 3.4710, grad_norm: 2.5911 2020-07-26 01:15:25,678 - mmaction - INFO - Epoch [80][740/3757] lr: 5.954e-02, eta: 2 days, 17:42:54, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5039, loss_cls: 3.4637, loss: 3.4637, grad_norm: 2.5911 2020-07-26 01:15:37,132 - mmaction - INFO - Epoch [80][760/3757] lr: 5.954e-02, eta: 2 days, 17:42:39, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5117, loss_cls: 3.3935, loss: 3.3935, grad_norm: 2.5610 2020-07-26 01:15:48,640 - mmaction - INFO - Epoch [80][780/3757] lr: 5.954e-02, eta: 2 days, 17:42:24, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5312, loss_cls: 3.2530, loss: 3.2530, grad_norm: 2.5426 2020-07-26 01:15:59,974 - mmaction - INFO - Epoch [80][800/3757] lr: 5.954e-02, eta: 2 days, 17:42:09, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5156, loss_cls: 3.4119, loss: 3.4119, grad_norm: 2.6755 2020-07-26 01:16:11,447 - mmaction - INFO - Epoch [80][820/3757] lr: 5.954e-02, eta: 2 days, 17:41:54, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5102, loss_cls: 3.4785, loss: 3.4785, grad_norm: 2.6160 2020-07-26 01:16:22,875 - mmaction - INFO - Epoch [80][840/3757] lr: 5.954e-02, eta: 2 days, 17:41:39, time: 0.572, data_time: 0.001, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5289, loss_cls: 3.4067, loss: 3.4067, grad_norm: 2.5883 2020-07-26 01:16:34,378 - mmaction - INFO - Epoch [80][860/3757] lr: 5.954e-02, eta: 2 days, 17:41:24, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4789, loss_cls: 3.5914, loss: 3.5914, grad_norm: 2.6308 2020-07-26 01:16:45,875 - mmaction - INFO - Epoch [80][880/3757] lr: 5.954e-02, eta: 2 days, 17:41:10, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.4961, loss_cls: 3.5059, loss: 3.5059, grad_norm: 2.6239 2020-07-26 01:16:57,309 - mmaction - INFO - Epoch [80][900/3757] lr: 5.954e-02, eta: 2 days, 17:40:55, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5242, loss_cls: 3.4310, loss: 3.4310, grad_norm: 2.6129 2020-07-26 01:17:08,772 - mmaction - INFO - Epoch [80][920/3757] lr: 5.954e-02, eta: 2 days, 17:40:40, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5094, loss_cls: 3.3558, loss: 3.3558, grad_norm: 2.5703 2020-07-26 01:17:20,185 - mmaction - INFO - Epoch [80][940/3757] lr: 5.954e-02, eta: 2 days, 17:40:25, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5031, loss_cls: 3.4000, loss: 3.4000, grad_norm: 2.5317 2020-07-26 01:17:31,536 - mmaction - INFO - Epoch [80][960/3757] lr: 5.954e-02, eta: 2 days, 17:40:10, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.5109, loss_cls: 3.4558, loss: 3.4558, grad_norm: 2.5531 2020-07-26 01:17:42,926 - mmaction - INFO - Epoch [80][980/3757] lr: 5.954e-02, eta: 2 days, 17:39:55, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.5109, loss_cls: 3.4134, loss: 3.4134, grad_norm: 2.6025 2020-07-26 01:17:54,331 - mmaction - INFO - Epoch [80][1000/3757] lr: 5.954e-02, eta: 2 days, 17:39:40, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.4977, loss_cls: 3.4989, loss: 3.4989, grad_norm: 2.6558 2020-07-26 01:18:05,731 - mmaction - INFO - Epoch [80][1020/3757] lr: 5.954e-02, eta: 2 days, 17:39:25, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5117, loss_cls: 3.4153, loss: 3.4153, grad_norm: 2.5201 2020-07-26 01:18:17,233 - mmaction - INFO - Epoch [80][1040/3757] lr: 5.954e-02, eta: 2 days, 17:39:10, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5102, loss_cls: 3.4147, loss: 3.4147, grad_norm: 2.5324 2020-07-26 01:18:28,662 - mmaction - INFO - Epoch [80][1060/3757] lr: 5.954e-02, eta: 2 days, 17:38:55, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5102, loss_cls: 3.4323, loss: 3.4323, grad_norm: 2.6288 2020-07-26 01:18:40,080 - mmaction - INFO - Epoch [80][1080/3757] lr: 5.954e-02, eta: 2 days, 17:38:40, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4953, loss_cls: 3.5415, loss: 3.5415, grad_norm: 2.6242 2020-07-26 01:18:51,515 - mmaction - INFO - Epoch [80][1100/3757] lr: 5.954e-02, eta: 2 days, 17:38:25, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5242, loss_cls: 3.3474, loss: 3.3474, grad_norm: 2.5131 2020-07-26 01:19:02,837 - mmaction - INFO - Epoch [80][1120/3757] lr: 5.954e-02, eta: 2 days, 17:38:10, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5172, loss_cls: 3.4078, loss: 3.4078, grad_norm: 2.6142 2020-07-26 01:19:14,253 - mmaction - INFO - Epoch [80][1140/3757] lr: 5.954e-02, eta: 2 days, 17:37:55, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2445, top5_acc: 0.5086, loss_cls: 3.4339, loss: 3.4339, grad_norm: 2.6286 2020-07-26 01:19:25,679 - mmaction - INFO - Epoch [80][1160/3757] lr: 5.954e-02, eta: 2 days, 17:37:40, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5180, loss_cls: 3.3582, loss: 3.3582, grad_norm: 2.5405 2020-07-26 01:19:37,179 - mmaction - INFO - Epoch [80][1180/3757] lr: 5.954e-02, eta: 2 days, 17:37:26, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5148, loss_cls: 3.4204, loss: 3.4204, grad_norm: 2.5921 2020-07-26 01:19:48,640 - mmaction - INFO - Epoch [80][1200/3757] lr: 5.954e-02, eta: 2 days, 17:37:11, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5289, loss_cls: 3.3299, loss: 3.3299, grad_norm: 2.5393 2020-07-26 01:20:00,030 - mmaction - INFO - Epoch [80][1220/3757] lr: 5.954e-02, eta: 2 days, 17:36:56, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4922, loss_cls: 3.4865, loss: 3.4865, grad_norm: 2.6249 2020-07-26 01:20:11,570 - mmaction - INFO - Epoch [80][1240/3757] lr: 5.954e-02, eta: 2 days, 17:36:41, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5375, loss_cls: 3.3223, loss: 3.3223, grad_norm: 2.5124 2020-07-26 01:20:23,045 - mmaction - INFO - Epoch [80][1260/3757] lr: 5.954e-02, eta: 2 days, 17:36:26, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5102, loss_cls: 3.3702, loss: 3.3702, grad_norm: 2.5341 2020-07-26 01:20:34,364 - mmaction - INFO - Epoch [80][1280/3757] lr: 5.954e-02, eta: 2 days, 17:36:11, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.4859, loss_cls: 3.4764, loss: 3.4764, grad_norm: 2.6204 2020-07-26 01:20:45,805 - mmaction - INFO - Epoch [80][1300/3757] lr: 5.954e-02, eta: 2 days, 17:35:56, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2852, top5_acc: 0.4977, loss_cls: 3.4587, loss: 3.4587, grad_norm: 2.5777 2020-07-26 01:20:57,273 - mmaction - INFO - Epoch [80][1320/3757] lr: 5.954e-02, eta: 2 days, 17:35:42, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5203, loss_cls: 3.4273, loss: 3.4273, grad_norm: 2.5576 2020-07-26 01:21:08,669 - mmaction - INFO - Epoch [80][1340/3757] lr: 5.954e-02, eta: 2 days, 17:35:27, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5164, loss_cls: 3.4249, loss: 3.4249, grad_norm: 2.5349 2020-07-26 01:21:20,109 - mmaction - INFO - Epoch [80][1360/3757] lr: 5.954e-02, eta: 2 days, 17:35:12, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5086, loss_cls: 3.3563, loss: 3.3563, grad_norm: 2.5717 2020-07-26 01:21:31,578 - mmaction - INFO - Epoch [80][1380/3757] lr: 5.954e-02, eta: 2 days, 17:34:57, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5336, loss_cls: 3.4212, loss: 3.4212, grad_norm: 2.5792 2020-07-26 01:21:43,104 - mmaction - INFO - Epoch [80][1400/3757] lr: 5.954e-02, eta: 2 days, 17:34:42, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5078, loss_cls: 3.4613, loss: 3.4613, grad_norm: 2.5185 2020-07-26 01:21:54,520 - mmaction - INFO - Epoch [80][1420/3757] lr: 5.954e-02, eta: 2 days, 17:34:27, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5289, loss_cls: 3.3582, loss: 3.3582, grad_norm: 2.5266 2020-07-26 01:22:05,921 - mmaction - INFO - Epoch [80][1440/3757] lr: 5.954e-02, eta: 2 days, 17:34:12, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.5062, loss_cls: 3.4654, loss: 3.4654, grad_norm: 2.6414 2020-07-26 01:22:17,425 - mmaction - INFO - Epoch [80][1460/3757] lr: 5.954e-02, eta: 2 days, 17:33:58, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5406, loss_cls: 3.3684, loss: 3.3684, grad_norm: 2.6236 2020-07-26 01:22:28,822 - mmaction - INFO - Epoch [80][1480/3757] lr: 5.954e-02, eta: 2 days, 17:33:43, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5086, loss_cls: 3.4367, loss: 3.4367, grad_norm: 2.6183 2020-07-26 01:22:40,277 - mmaction - INFO - Epoch [80][1500/3757] lr: 5.954e-02, eta: 2 days, 17:33:28, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5188, loss_cls: 3.3778, loss: 3.3778, grad_norm: 2.5185 2020-07-26 01:22:51,789 - mmaction - INFO - Epoch [80][1520/3757] lr: 5.954e-02, eta: 2 days, 17:33:13, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5172, loss_cls: 3.4564, loss: 3.4564, grad_norm: 2.5765 2020-07-26 01:23:03,277 - mmaction - INFO - Epoch [80][1540/3757] lr: 5.954e-02, eta: 2 days, 17:32:58, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5188, loss_cls: 3.3612, loss: 3.3612, grad_norm: 2.5679 2020-07-26 01:23:14,640 - mmaction - INFO - Epoch [80][1560/3757] lr: 5.954e-02, eta: 2 days, 17:32:43, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.2508, top5_acc: 0.5008, loss_cls: 3.5197, loss: 3.5197, grad_norm: 2.5913 2020-07-26 01:23:26,022 - mmaction - INFO - Epoch [80][1580/3757] lr: 5.954e-02, eta: 2 days, 17:32:28, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5188, loss_cls: 3.4234, loss: 3.4234, grad_norm: 2.5670 2020-07-26 01:23:37,480 - mmaction - INFO - Epoch [80][1600/3757] lr: 5.954e-02, eta: 2 days, 17:32:14, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5031, loss_cls: 3.3886, loss: 3.3886, grad_norm: 2.5193 2020-07-26 01:23:48,883 - mmaction - INFO - Epoch [80][1620/3757] lr: 5.954e-02, eta: 2 days, 17:31:59, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.5117, loss_cls: 3.4009, loss: 3.4009, grad_norm: 2.5862 2020-07-26 01:24:00,298 - mmaction - INFO - Epoch [80][1640/3757] lr: 5.954e-02, eta: 2 days, 17:31:44, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5289, loss_cls: 3.3703, loss: 3.3703, grad_norm: 2.5307 2020-07-26 01:24:11,752 - mmaction - INFO - Epoch [80][1660/3757] lr: 5.954e-02, eta: 2 days, 17:31:29, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.4891, loss_cls: 3.5240, loss: 3.5240, grad_norm: 2.6688 2020-07-26 01:24:23,166 - mmaction - INFO - Epoch [80][1680/3757] lr: 5.954e-02, eta: 2 days, 17:31:14, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5195, loss_cls: 3.4790, loss: 3.4790, grad_norm: 2.6716 2020-07-26 01:24:34,558 - mmaction - INFO - Epoch [80][1700/3757] lr: 5.954e-02, eta: 2 days, 17:30:59, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.5180, loss_cls: 3.4419, loss: 3.4419, grad_norm: 2.5850 2020-07-26 01:24:46,000 - mmaction - INFO - Epoch [80][1720/3757] lr: 5.954e-02, eta: 2 days, 17:30:44, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5102, loss_cls: 3.4192, loss: 3.4192, grad_norm: 2.6069 2020-07-26 01:24:57,304 - mmaction - INFO - Epoch [80][1740/3757] lr: 5.954e-02, eta: 2 days, 17:30:29, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5125, loss_cls: 3.4767, loss: 3.4767, grad_norm: 2.6038 2020-07-26 01:25:08,839 - mmaction - INFO - Epoch [80][1760/3757] lr: 5.954e-02, eta: 2 days, 17:30:14, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5109, loss_cls: 3.4009, loss: 3.4009, grad_norm: 2.5391 2020-07-26 01:25:20,210 - mmaction - INFO - Epoch [80][1780/3757] lr: 5.954e-02, eta: 2 days, 17:29:59, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5070, loss_cls: 3.4417, loss: 3.4417, grad_norm: 2.5407 2020-07-26 01:25:31,664 - mmaction - INFO - Epoch [80][1800/3757] lr: 5.954e-02, eta: 2 days, 17:29:44, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2570, top5_acc: 0.5062, loss_cls: 3.4333, loss: 3.4333, grad_norm: 2.6235 2020-07-26 01:25:43,165 - mmaction - INFO - Epoch [80][1820/3757] lr: 5.954e-02, eta: 2 days, 17:29:30, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5039, loss_cls: 3.5151, loss: 3.5151, grad_norm: 2.7249 2020-07-26 01:25:54,622 - mmaction - INFO - Epoch [80][1840/3757] lr: 5.954e-02, eta: 2 days, 17:29:15, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5156, loss_cls: 3.3952, loss: 3.3952, grad_norm: 2.6005 2020-07-26 01:26:06,237 - mmaction - INFO - Epoch [80][1860/3757] lr: 5.954e-02, eta: 2 days, 17:29:01, time: 0.580, data_time: 0.015, memory: 5232, top1_acc: 0.2547, top5_acc: 0.5188, loss_cls: 3.4228, loss: 3.4228, grad_norm: 2.6391 2020-07-26 01:26:17,647 - mmaction - INFO - Epoch [80][1880/3757] lr: 5.954e-02, eta: 2 days, 17:28:46, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4969, loss_cls: 3.4928, loss: 3.4928, grad_norm: 2.5936 2020-07-26 01:26:29,236 - mmaction - INFO - Epoch [80][1900/3757] lr: 5.954e-02, eta: 2 days, 17:28:31, time: 0.580, data_time: 0.003, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5062, loss_cls: 3.4060, loss: 3.4060, grad_norm: 2.5984 2020-07-26 01:26:40,620 - mmaction - INFO - Epoch [80][1920/3757] lr: 5.954e-02, eta: 2 days, 17:28:16, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5148, loss_cls: 3.4063, loss: 3.4063, grad_norm: 2.6170 2020-07-26 01:26:52,005 - mmaction - INFO - Epoch [80][1940/3757] lr: 5.954e-02, eta: 2 days, 17:28:01, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5148, loss_cls: 3.4725, loss: 3.4725, grad_norm: 2.6158 2020-07-26 01:27:03,345 - mmaction - INFO - Epoch [80][1960/3757] lr: 5.954e-02, eta: 2 days, 17:27:46, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4977, loss_cls: 3.4615, loss: 3.4615, grad_norm: 2.5442 2020-07-26 01:27:14,777 - mmaction - INFO - Epoch [80][1980/3757] lr: 5.954e-02, eta: 2 days, 17:27:31, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.5266, loss_cls: 3.4061, loss: 3.4061, grad_norm: 2.5621 2020-07-26 01:27:26,332 - mmaction - INFO - Epoch [80][2000/3757] lr: 5.954e-02, eta: 2 days, 17:27:17, time: 0.578, data_time: 0.008, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5398, loss_cls: 3.3267, loss: 3.3267, grad_norm: 2.5254 2020-07-26 01:27:37,801 - mmaction - INFO - Epoch [80][2020/3757] lr: 5.954e-02, eta: 2 days, 17:27:02, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5211, loss_cls: 3.3560, loss: 3.3560, grad_norm: 2.4938 2020-07-26 01:27:49,259 - mmaction - INFO - Epoch [80][2040/3757] lr: 5.954e-02, eta: 2 days, 17:26:47, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5102, loss_cls: 3.4960, loss: 3.4960, grad_norm: 2.5753 2020-07-26 01:28:00,689 - mmaction - INFO - Epoch [80][2060/3757] lr: 5.954e-02, eta: 2 days, 17:26:32, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5047, loss_cls: 3.4470, loss: 3.4470, grad_norm: 2.5738 2020-07-26 01:28:12,130 - mmaction - INFO - Epoch [80][2080/3757] lr: 5.954e-02, eta: 2 days, 17:26:17, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5188, loss_cls: 3.3469, loss: 3.3469, grad_norm: 2.4706 2020-07-26 01:28:23,520 - mmaction - INFO - Epoch [80][2100/3757] lr: 5.954e-02, eta: 2 days, 17:26:02, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2570, top5_acc: 0.4953, loss_cls: 3.4929, loss: 3.4929, grad_norm: 2.6629 2020-07-26 01:28:35,081 - mmaction - INFO - Epoch [80][2120/3757] lr: 5.954e-02, eta: 2 days, 17:25:48, time: 0.577, data_time: 0.002, memory: 5232, top1_acc: 0.2625, top5_acc: 0.4914, loss_cls: 3.5365, loss: 3.5365, grad_norm: 2.6060 2020-07-26 01:28:46,522 - mmaction - INFO - Epoch [80][2140/3757] lr: 5.954e-02, eta: 2 days, 17:25:33, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4883, loss_cls: 3.5509, loss: 3.5509, grad_norm: 2.5492 2020-07-26 01:28:57,930 - mmaction - INFO - Epoch [80][2160/3757] lr: 5.954e-02, eta: 2 days, 17:25:18, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.4977, loss_cls: 3.4605, loss: 3.4605, grad_norm: 2.5507 2020-07-26 01:29:09,335 - mmaction - INFO - Epoch [80][2180/3757] lr: 5.954e-02, eta: 2 days, 17:25:03, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5039, loss_cls: 3.4376, loss: 3.4376, grad_norm: 2.5322 2020-07-26 01:29:20,743 - mmaction - INFO - Epoch [80][2200/3757] lr: 5.954e-02, eta: 2 days, 17:24:48, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2656, top5_acc: 0.4969, loss_cls: 3.4449, loss: 3.4449, grad_norm: 2.6069 2020-07-26 01:29:32,084 - mmaction - INFO - Epoch [80][2220/3757] lr: 5.954e-02, eta: 2 days, 17:24:33, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5156, loss_cls: 3.4116, loss: 3.4116, grad_norm: 2.5647 2020-07-26 01:29:43,404 - mmaction - INFO - Epoch [80][2240/3757] lr: 5.954e-02, eta: 2 days, 17:24:18, time: 0.566, data_time: 0.004, memory: 5232, top1_acc: 0.2625, top5_acc: 0.4977, loss_cls: 3.4127, loss: 3.4127, grad_norm: 2.5276 2020-07-26 01:29:54,854 - mmaction - INFO - Epoch [80][2260/3757] lr: 5.954e-02, eta: 2 days, 17:24:03, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.4836, loss_cls: 3.5204, loss: 3.5204, grad_norm: 2.6062 2020-07-26 01:30:06,354 - mmaction - INFO - Epoch [80][2280/3757] lr: 5.954e-02, eta: 2 days, 17:23:49, time: 0.575, data_time: 0.009, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5141, loss_cls: 3.3534, loss: 3.3534, grad_norm: 2.5421 2020-07-26 01:30:17,841 - mmaction - INFO - Epoch [80][2300/3757] lr: 5.954e-02, eta: 2 days, 17:23:34, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5133, loss_cls: 3.4313, loss: 3.4313, grad_norm: 2.5659 2020-07-26 01:30:29,287 - mmaction - INFO - Epoch [80][2320/3757] lr: 5.954e-02, eta: 2 days, 17:23:19, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.5070, loss_cls: 3.4454, loss: 3.4454, grad_norm: 2.5769 2020-07-26 01:30:40,685 - mmaction - INFO - Epoch [80][2340/3757] lr: 5.954e-02, eta: 2 days, 17:23:04, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.5125, loss_cls: 3.4174, loss: 3.4174, grad_norm: 2.6075 2020-07-26 01:30:52,134 - mmaction - INFO - Epoch [80][2360/3757] lr: 5.954e-02, eta: 2 days, 17:22:49, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5211, loss_cls: 3.3787, loss: 3.3787, grad_norm: 2.5748 2020-07-26 01:31:03,520 - mmaction - INFO - Epoch [80][2380/3757] lr: 5.954e-02, eta: 2 days, 17:22:34, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5125, loss_cls: 3.4255, loss: 3.4255, grad_norm: 2.5346 2020-07-26 01:31:14,991 - mmaction - INFO - Epoch [80][2400/3757] lr: 5.954e-02, eta: 2 days, 17:22:20, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.5016, loss_cls: 3.5000, loss: 3.5000, grad_norm: 2.6119 2020-07-26 01:31:26,437 - mmaction - INFO - Epoch [80][2420/3757] lr: 5.954e-02, eta: 2 days, 17:22:05, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5156, loss_cls: 3.4412, loss: 3.4412, grad_norm: 2.5615 2020-07-26 01:31:37,915 - mmaction - INFO - Epoch [80][2440/3757] lr: 5.954e-02, eta: 2 days, 17:21:50, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.2578, top5_acc: 0.5141, loss_cls: 3.4425, loss: 3.4425, grad_norm: 2.5685 2020-07-26 01:31:49,443 - mmaction - INFO - Epoch [80][2460/3757] lr: 5.954e-02, eta: 2 days, 17:21:35, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5195, loss_cls: 3.3971, loss: 3.3971, grad_norm: 2.4869 2020-07-26 01:32:00,984 - mmaction - INFO - Epoch [80][2480/3757] lr: 5.954e-02, eta: 2 days, 17:21:21, time: 0.578, data_time: 0.004, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5242, loss_cls: 3.3853, loss: 3.3853, grad_norm: 2.5452 2020-07-26 01:32:12,325 - mmaction - INFO - Epoch [80][2500/3757] lr: 5.954e-02, eta: 2 days, 17:21:06, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5133, loss_cls: 3.4422, loss: 3.4422, grad_norm: 2.6324 2020-07-26 01:32:23,800 - mmaction - INFO - Epoch [80][2520/3757] lr: 5.954e-02, eta: 2 days, 17:20:51, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5344, loss_cls: 3.3653, loss: 3.3653, grad_norm: 2.6122 2020-07-26 01:32:35,336 - mmaction - INFO - Epoch [80][2540/3757] lr: 5.954e-02, eta: 2 days, 17:20:36, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5312, loss_cls: 3.3463, loss: 3.3463, grad_norm: 2.6322 2020-07-26 01:32:46,865 - mmaction - INFO - Epoch [80][2560/3757] lr: 5.954e-02, eta: 2 days, 17:20:22, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5148, loss_cls: 3.4517, loss: 3.4517, grad_norm: 2.6513 2020-07-26 01:32:58,303 - mmaction - INFO - Epoch [80][2580/3757] lr: 5.954e-02, eta: 2 days, 17:20:07, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.5156, loss_cls: 3.4629, loss: 3.4629, grad_norm: 2.6008 2020-07-26 01:33:09,668 - mmaction - INFO - Epoch [80][2600/3757] lr: 5.954e-02, eta: 2 days, 17:19:52, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5180, loss_cls: 3.3626, loss: 3.3626, grad_norm: 2.5649 2020-07-26 01:33:21,181 - mmaction - INFO - Epoch [80][2620/3757] lr: 5.954e-02, eta: 2 days, 17:19:37, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5281, loss_cls: 3.3795, loss: 3.3795, grad_norm: 2.5801 2020-07-26 01:33:32,530 - mmaction - INFO - Epoch [80][2640/3757] lr: 5.954e-02, eta: 2 days, 17:19:22, time: 0.567, data_time: 0.001, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5258, loss_cls: 3.3887, loss: 3.3887, grad_norm: 2.5514 2020-07-26 01:33:43,956 - mmaction - INFO - Epoch [80][2660/3757] lr: 5.954e-02, eta: 2 days, 17:19:07, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.4961, loss_cls: 3.4455, loss: 3.4455, grad_norm: 2.5565 2020-07-26 01:33:55,348 - mmaction - INFO - Epoch [80][2680/3757] lr: 5.954e-02, eta: 2 days, 17:18:53, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.5008, loss_cls: 3.4975, loss: 3.4975, grad_norm: 2.5317 2020-07-26 01:34:06,747 - mmaction - INFO - Epoch [80][2700/3757] lr: 5.954e-02, eta: 2 days, 17:18:38, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.5188, loss_cls: 3.4493, loss: 3.4493, grad_norm: 2.4954 2020-07-26 01:34:18,177 - mmaction - INFO - Epoch [80][2720/3757] lr: 5.954e-02, eta: 2 days, 17:18:23, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5195, loss_cls: 3.4099, loss: 3.4099, grad_norm: 2.5934 2020-07-26 01:34:29,698 - mmaction - INFO - Epoch [80][2740/3757] lr: 5.954e-02, eta: 2 days, 17:18:08, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5227, loss_cls: 3.4670, loss: 3.4670, grad_norm: 2.6262 2020-07-26 01:34:41,144 - mmaction - INFO - Epoch [80][2760/3757] lr: 5.954e-02, eta: 2 days, 17:17:53, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.5086, loss_cls: 3.4327, loss: 3.4327, grad_norm: 2.5362 2020-07-26 01:34:52,510 - mmaction - INFO - Epoch [80][2780/3757] lr: 5.954e-02, eta: 2 days, 17:17:38, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.5141, loss_cls: 3.4382, loss: 3.4382, grad_norm: 2.5532 2020-07-26 01:35:03,817 - mmaction - INFO - Epoch [80][2800/3757] lr: 5.954e-02, eta: 2 days, 17:17:23, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.4969, loss_cls: 3.4885, loss: 3.4885, grad_norm: 2.5818 2020-07-26 01:35:15,153 - mmaction - INFO - Epoch [80][2820/3757] lr: 5.954e-02, eta: 2 days, 17:17:08, time: 0.567, data_time: 0.004, memory: 5232, top1_acc: 0.2680, top5_acc: 0.4930, loss_cls: 3.5453, loss: 3.5453, grad_norm: 2.6119 2020-07-26 01:35:26,500 - mmaction - INFO - Epoch [80][2840/3757] lr: 5.954e-02, eta: 2 days, 17:16:53, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.5008, loss_cls: 3.5130, loss: 3.5130, grad_norm: 2.5020 2020-07-26 01:35:37,832 - mmaction - INFO - Epoch [80][2860/3757] lr: 5.954e-02, eta: 2 days, 17:16:38, time: 0.567, data_time: 0.004, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5055, loss_cls: 3.4047, loss: 3.4047, grad_norm: 2.5076 2020-07-26 01:35:49,238 - mmaction - INFO - Epoch [80][2880/3757] lr: 5.954e-02, eta: 2 days, 17:16:23, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5234, loss_cls: 3.4198, loss: 3.4198, grad_norm: 2.5914 2020-07-26 01:36:00,597 - mmaction - INFO - Epoch [80][2900/3757] lr: 5.954e-02, eta: 2 days, 17:16:08, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5117, loss_cls: 3.3926, loss: 3.3926, grad_norm: 2.5670 2020-07-26 01:36:12,107 - mmaction - INFO - Epoch [80][2920/3757] lr: 5.954e-02, eta: 2 days, 17:15:54, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.5156, loss_cls: 3.4237, loss: 3.4237, grad_norm: 2.6239 2020-07-26 01:36:23,515 - mmaction - INFO - Epoch [80][2940/3757] lr: 5.954e-02, eta: 2 days, 17:15:39, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4852, loss_cls: 3.5996, loss: 3.5996, grad_norm: 2.5700 2020-07-26 01:36:34,934 - mmaction - INFO - Epoch [80][2960/3757] lr: 5.954e-02, eta: 2 days, 17:15:24, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5500, loss_cls: 3.3501, loss: 3.3501, grad_norm: 2.5338 2020-07-26 01:36:46,342 - mmaction - INFO - Epoch [80][2980/3757] lr: 5.954e-02, eta: 2 days, 17:15:09, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4766, loss_cls: 3.5579, loss: 3.5579, grad_norm: 2.5995 2020-07-26 01:36:57,754 - mmaction - INFO - Epoch [80][3000/3757] lr: 5.954e-02, eta: 2 days, 17:14:54, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.5000, loss_cls: 3.4899, loss: 3.4899, grad_norm: 2.5661 2020-07-26 01:37:09,136 - mmaction - INFO - Epoch [80][3020/3757] lr: 5.954e-02, eta: 2 days, 17:14:39, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2500, top5_acc: 0.5039, loss_cls: 3.4345, loss: 3.4345, grad_norm: 2.5097 2020-07-26 01:37:20,551 - mmaction - INFO - Epoch [80][3040/3757] lr: 5.954e-02, eta: 2 days, 17:14:24, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5125, loss_cls: 3.4652, loss: 3.4652, grad_norm: 2.5170 2020-07-26 01:37:31,990 - mmaction - INFO - Epoch [80][3060/3757] lr: 5.954e-02, eta: 2 days, 17:14:10, time: 0.572, data_time: 0.011, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5297, loss_cls: 3.3495, loss: 3.3495, grad_norm: 2.6132 2020-07-26 01:37:43,414 - mmaction - INFO - Epoch [80][3080/3757] lr: 5.954e-02, eta: 2 days, 17:13:55, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5117, loss_cls: 3.3738, loss: 3.3738, grad_norm: 2.5383 2020-07-26 01:37:54,919 - mmaction - INFO - Epoch [80][3100/3757] lr: 5.954e-02, eta: 2 days, 17:13:40, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5195, loss_cls: 3.3557, loss: 3.3557, grad_norm: 2.5836 2020-07-26 01:38:06,317 - mmaction - INFO - Epoch [80][3120/3757] lr: 5.954e-02, eta: 2 days, 17:13:25, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5164, loss_cls: 3.3827, loss: 3.3827, grad_norm: 2.5515 2020-07-26 01:38:17,766 - mmaction - INFO - Epoch [80][3140/3757] lr: 5.954e-02, eta: 2 days, 17:13:10, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5055, loss_cls: 3.4378, loss: 3.4378, grad_norm: 2.5801 2020-07-26 01:38:29,191 - mmaction - INFO - Epoch [80][3160/3757] lr: 5.954e-02, eta: 2 days, 17:12:56, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5172, loss_cls: 3.3769, loss: 3.3769, grad_norm: 2.4809 2020-07-26 01:38:40,654 - mmaction - INFO - Epoch [80][3180/3757] lr: 5.954e-02, eta: 2 days, 17:12:41, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5148, loss_cls: 3.3923, loss: 3.3923, grad_norm: 2.6174 2020-07-26 01:38:52,135 - mmaction - INFO - Epoch [80][3200/3757] lr: 5.954e-02, eta: 2 days, 17:12:26, time: 0.574, data_time: 0.005, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5086, loss_cls: 3.4034, loss: 3.4034, grad_norm: 2.5716 2020-07-26 01:39:03,664 - mmaction - INFO - Epoch [80][3220/3757] lr: 5.954e-02, eta: 2 days, 17:12:11, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5289, loss_cls: 3.4020, loss: 3.4020, grad_norm: 2.6596 2020-07-26 01:39:15,270 - mmaction - INFO - Epoch [80][3240/3757] lr: 5.954e-02, eta: 2 days, 17:11:57, time: 0.580, data_time: 0.004, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5141, loss_cls: 3.4020, loss: 3.4020, grad_norm: 2.6251 2020-07-26 01:39:26,701 - mmaction - INFO - Epoch [80][3260/3757] lr: 5.954e-02, eta: 2 days, 17:11:42, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5070, loss_cls: 3.4607, loss: 3.4607, grad_norm: 2.5799 2020-07-26 01:39:38,166 - mmaction - INFO - Epoch [80][3280/3757] lr: 5.954e-02, eta: 2 days, 17:11:28, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5227, loss_cls: 3.3289, loss: 3.3289, grad_norm: 2.5442 2020-07-26 01:39:49,586 - mmaction - INFO - Epoch [80][3300/3757] lr: 5.954e-02, eta: 2 days, 17:11:13, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.4992, loss_cls: 3.4982, loss: 3.4982, grad_norm: 2.5859 2020-07-26 01:40:00,929 - mmaction - INFO - Epoch [80][3320/3757] lr: 5.954e-02, eta: 2 days, 17:10:58, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4789, loss_cls: 3.6137, loss: 3.6137, grad_norm: 2.4793 2020-07-26 01:40:12,199 - mmaction - INFO - Epoch [80][3340/3757] lr: 5.954e-02, eta: 2 days, 17:10:42, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.4875, loss_cls: 3.5128, loss: 3.5128, grad_norm: 2.4612 2020-07-26 01:40:23,624 - mmaction - INFO - Epoch [80][3360/3757] lr: 5.954e-02, eta: 2 days, 17:10:28, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2562, top5_acc: 0.5055, loss_cls: 3.4648, loss: 3.4648, grad_norm: 2.4993 2020-07-26 01:40:35,032 - mmaction - INFO - Epoch [80][3380/3757] lr: 5.954e-02, eta: 2 days, 17:10:13, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5281, loss_cls: 3.3637, loss: 3.3637, grad_norm: 2.5203 2020-07-26 01:40:46,504 - mmaction - INFO - Epoch [80][3400/3757] lr: 5.954e-02, eta: 2 days, 17:09:58, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5070, loss_cls: 3.4149, loss: 3.4149, grad_norm: 2.5493 2020-07-26 01:40:57,842 - mmaction - INFO - Epoch [80][3420/3757] lr: 5.954e-02, eta: 2 days, 17:09:43, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.2547, top5_acc: 0.5133, loss_cls: 3.4374, loss: 3.4374, grad_norm: 2.5776 2020-07-26 01:41:09,366 - mmaction - INFO - Epoch [80][3440/3757] lr: 5.954e-02, eta: 2 days, 17:09:28, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5227, loss_cls: 3.3793, loss: 3.3793, grad_norm: 2.5842 2020-07-26 01:41:21,000 - mmaction - INFO - Epoch [80][3460/3757] lr: 5.954e-02, eta: 2 days, 17:09:14, time: 0.582, data_time: 0.002, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5086, loss_cls: 3.4205, loss: 3.4205, grad_norm: 2.6210 2020-07-26 01:41:32,459 - mmaction - INFO - Epoch [80][3480/3757] lr: 5.954e-02, eta: 2 days, 17:08:59, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.4828, loss_cls: 3.5531, loss: 3.5531, grad_norm: 2.6471 2020-07-26 01:41:43,890 - mmaction - INFO - Epoch [80][3500/3757] lr: 5.954e-02, eta: 2 days, 17:08:45, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.5141, loss_cls: 3.4450, loss: 3.4450, grad_norm: 2.5802 2020-07-26 01:41:55,366 - mmaction - INFO - Epoch [80][3520/3757] lr: 5.954e-02, eta: 2 days, 17:08:30, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5117, loss_cls: 3.4493, loss: 3.4493, grad_norm: 2.6500 2020-07-26 01:42:06,763 - mmaction - INFO - Epoch [80][3540/3757] lr: 5.954e-02, eta: 2 days, 17:08:15, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5273, loss_cls: 3.3274, loss: 3.3274, grad_norm: 2.5101 2020-07-26 01:42:18,227 - mmaction - INFO - Epoch [80][3560/3757] lr: 5.954e-02, eta: 2 days, 17:08:00, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5188, loss_cls: 3.3859, loss: 3.3859, grad_norm: 2.5687 2020-07-26 01:42:29,664 - mmaction - INFO - Epoch [80][3580/3757] lr: 5.954e-02, eta: 2 days, 17:07:45, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5148, loss_cls: 3.4131, loss: 3.4131, grad_norm: 2.6350 2020-07-26 01:42:41,066 - mmaction - INFO - Epoch [80][3600/3757] lr: 5.954e-02, eta: 2 days, 17:07:31, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.4953, loss_cls: 3.5139, loss: 3.5139, grad_norm: 2.6920 2020-07-26 01:42:52,532 - mmaction - INFO - Epoch [80][3620/3757] lr: 5.954e-02, eta: 2 days, 17:07:16, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5367, loss_cls: 3.3396, loss: 3.3396, grad_norm: 2.5873 2020-07-26 01:43:04,016 - mmaction - INFO - Epoch [80][3640/3757] lr: 5.954e-02, eta: 2 days, 17:07:01, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4945, loss_cls: 3.5851, loss: 3.5851, grad_norm: 2.5955 2020-07-26 01:43:15,553 - mmaction - INFO - Epoch [80][3660/3757] lr: 5.954e-02, eta: 2 days, 17:06:47, time: 0.577, data_time: 0.001, memory: 5232, top1_acc: 0.2500, top5_acc: 0.5000, loss_cls: 3.5175, loss: 3.5175, grad_norm: 2.6023 2020-07-26 01:43:27,045 - mmaction - INFO - Epoch [80][3680/3757] lr: 5.954e-02, eta: 2 days, 17:06:32, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5203, loss_cls: 3.4741, loss: 3.4741, grad_norm: 2.5949 2020-07-26 01:43:38,494 - mmaction - INFO - Epoch [80][3700/3757] lr: 5.954e-02, eta: 2 days, 17:06:17, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5125, loss_cls: 3.4216, loss: 3.4216, grad_norm: 2.5745 2020-07-26 01:43:50,089 - mmaction - INFO - Epoch [80][3720/3757] lr: 5.954e-02, eta: 2 days, 17:06:03, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5172, loss_cls: 3.3618, loss: 3.3618, grad_norm: 2.5759 2020-07-26 01:44:01,486 - mmaction - INFO - Epoch [80][3740/3757] lr: 5.954e-02, eta: 2 days, 17:05:48, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5305, loss_cls: 3.3474, loss: 3.3474, grad_norm: 2.6517 2020-07-26 01:44:15,288 - mmaction - INFO - Saving checkpoint at 80 epochs 2020-07-26 01:47:05,384 - mmaction - INFO - Epoch [81][20/3757] lr: 5.868e-02, eta: 2 days, 17:10:47, time: 8.404, data_time: 7.721, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5141, loss_cls: 3.4694, loss: 3.4694, grad_norm: 2.5794 2020-07-26 01:47:16,753 - mmaction - INFO - Epoch [81][40/3757] lr: 5.868e-02, eta: 2 days, 17:10:32, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5172, loss_cls: 3.4351, loss: 3.4351, grad_norm: 2.5196 2020-07-26 01:47:28,048 - mmaction - INFO - Epoch [81][60/3757] lr: 5.868e-02, eta: 2 days, 17:10:17, time: 0.565, data_time: 0.002, memory: 5232, top1_acc: 0.2516, top5_acc: 0.5203, loss_cls: 3.4323, loss: 3.4323, grad_norm: 2.5107 2020-07-26 01:47:39,464 - mmaction - INFO - Epoch [81][80/3757] lr: 5.868e-02, eta: 2 days, 17:10:02, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2578, top5_acc: 0.4867, loss_cls: 3.5141, loss: 3.5141, grad_norm: 2.5611 2020-07-26 01:47:50,935 - mmaction - INFO - Epoch [81][100/3757] lr: 5.868e-02, eta: 2 days, 17:09:47, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.4969, loss_cls: 3.4496, loss: 3.4496, grad_norm: 2.5114 2020-07-26 01:48:02,306 - mmaction - INFO - Epoch [81][120/3757] lr: 5.868e-02, eta: 2 days, 17:09:32, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5133, loss_cls: 3.4516, loss: 3.4516, grad_norm: 2.5669 2020-07-26 01:48:13,524 - mmaction - INFO - Epoch [81][140/3757] lr: 5.868e-02, eta: 2 days, 17:09:17, time: 0.560, data_time: 0.004, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5148, loss_cls: 3.3603, loss: 3.3603, grad_norm: 2.5511 2020-07-26 01:48:24,988 - mmaction - INFO - Epoch [81][160/3757] lr: 5.868e-02, eta: 2 days, 17:09:02, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.2586, top5_acc: 0.5195, loss_cls: 3.4295, loss: 3.4295, grad_norm: 2.6283 2020-07-26 01:48:36,547 - mmaction - INFO - Epoch [81][180/3757] lr: 5.868e-02, eta: 2 days, 17:08:48, time: 0.578, data_time: 0.011, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5203, loss_cls: 3.4294, loss: 3.4294, grad_norm: 2.6139 2020-07-26 01:48:47,921 - mmaction - INFO - Epoch [81][200/3757] lr: 5.868e-02, eta: 2 days, 17:08:33, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5062, loss_cls: 3.4122, loss: 3.4122, grad_norm: 2.5273 2020-07-26 01:48:59,382 - mmaction - INFO - Epoch [81][220/3757] lr: 5.868e-02, eta: 2 days, 17:08:18, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5227, loss_cls: 3.3954, loss: 3.3954, grad_norm: 2.6099 2020-07-26 01:49:10,716 - mmaction - INFO - Epoch [81][240/3757] lr: 5.868e-02, eta: 2 days, 17:08:03, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.2422, top5_acc: 0.5125, loss_cls: 3.4335, loss: 3.4335, grad_norm: 2.6535 2020-07-26 01:49:22,093 - mmaction - INFO - Epoch [81][260/3757] lr: 5.868e-02, eta: 2 days, 17:07:48, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5016, loss_cls: 3.5009, loss: 3.5009, grad_norm: 2.5916 2020-07-26 01:49:33,517 - mmaction - INFO - Epoch [81][280/3757] lr: 5.868e-02, eta: 2 days, 17:07:33, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5375, loss_cls: 3.3506, loss: 3.3506, grad_norm: 2.5750 2020-07-26 01:49:44,985 - mmaction - INFO - Epoch [81][300/3757] lr: 5.868e-02, eta: 2 days, 17:07:18, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5430, loss_cls: 3.3502, loss: 3.3502, grad_norm: 2.5767 2020-07-26 01:49:56,411 - mmaction - INFO - Epoch [81][320/3757] lr: 5.868e-02, eta: 2 days, 17:07:03, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5234, loss_cls: 3.4202, loss: 3.4202, grad_norm: 2.6333 2020-07-26 01:50:07,888 - mmaction - INFO - Epoch [81][340/3757] lr: 5.868e-02, eta: 2 days, 17:06:49, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5125, loss_cls: 3.4511, loss: 3.4511, grad_norm: 2.5805 2020-07-26 01:50:19,262 - mmaction - INFO - Epoch [81][360/3757] lr: 5.868e-02, eta: 2 days, 17:06:34, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.2578, top5_acc: 0.5086, loss_cls: 3.4803, loss: 3.4803, grad_norm: 2.6032 2020-07-26 01:50:30,628 - mmaction - INFO - Epoch [81][380/3757] lr: 5.868e-02, eta: 2 days, 17:06:19, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5164, loss_cls: 3.3879, loss: 3.3879, grad_norm: 2.6312 2020-07-26 01:50:42,092 - mmaction - INFO - Epoch [81][400/3757] lr: 5.868e-02, eta: 2 days, 17:06:04, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.5047, loss_cls: 3.4369, loss: 3.4369, grad_norm: 2.5658 2020-07-26 01:50:53,451 - mmaction - INFO - Epoch [81][420/3757] lr: 5.868e-02, eta: 2 days, 17:05:49, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5242, loss_cls: 3.3744, loss: 3.3744, grad_norm: 2.5326 2020-07-26 01:51:04,855 - mmaction - INFO - Epoch [81][440/3757] lr: 5.868e-02, eta: 2 days, 17:05:34, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.5227, loss_cls: 3.4113, loss: 3.4113, grad_norm: 2.6302 2020-07-26 01:51:16,413 - mmaction - INFO - Epoch [81][460/3757] lr: 5.868e-02, eta: 2 days, 17:05:20, time: 0.577, data_time: 0.014, memory: 5232, top1_acc: 0.2742, top5_acc: 0.4969, loss_cls: 3.4438, loss: 3.4438, grad_norm: 2.6345 2020-07-26 01:51:27,814 - mmaction - INFO - Epoch [81][480/3757] lr: 5.868e-02, eta: 2 days, 17:05:05, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5180, loss_cls: 3.4114, loss: 3.4114, grad_norm: 2.6144 2020-07-26 01:51:39,244 - mmaction - INFO - Epoch [81][500/3757] lr: 5.868e-02, eta: 2 days, 17:04:50, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.4961, loss_cls: 3.4535, loss: 3.4535, grad_norm: 2.5692 2020-07-26 01:51:50,729 - mmaction - INFO - Epoch [81][520/3757] lr: 5.868e-02, eta: 2 days, 17:04:35, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.4992, loss_cls: 3.4584, loss: 3.4584, grad_norm: 2.6574 2020-07-26 01:52:01,980 - mmaction - INFO - Epoch [81][540/3757] lr: 5.868e-02, eta: 2 days, 17:04:20, time: 0.562, data_time: 0.001, memory: 5232, top1_acc: 0.2594, top5_acc: 0.4898, loss_cls: 3.5441, loss: 3.5441, grad_norm: 2.6184 2020-07-26 01:52:13,316 - mmaction - INFO - Epoch [81][560/3757] lr: 5.868e-02, eta: 2 days, 17:04:05, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5047, loss_cls: 3.4569, loss: 3.4569, grad_norm: 2.5267 2020-07-26 01:52:24,680 - mmaction - INFO - Epoch [81][580/3757] lr: 5.868e-02, eta: 2 days, 17:03:50, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5219, loss_cls: 3.4080, loss: 3.4080, grad_norm: 2.6096 2020-07-26 01:52:36,055 - mmaction - INFO - Epoch [81][600/3757] lr: 5.868e-02, eta: 2 days, 17:03:35, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5148, loss_cls: 3.4282, loss: 3.4282, grad_norm: 2.5270 2020-07-26 01:52:47,562 - mmaction - INFO - Epoch [81][620/3757] lr: 5.868e-02, eta: 2 days, 17:03:20, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.2641, top5_acc: 0.4945, loss_cls: 3.4592, loss: 3.4592, grad_norm: 2.6052 2020-07-26 01:52:58,934 - mmaction - INFO - Epoch [81][640/3757] lr: 5.868e-02, eta: 2 days, 17:03:05, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5164, loss_cls: 3.4335, loss: 3.4335, grad_norm: 2.5712 2020-07-26 01:53:10,379 - mmaction - INFO - Epoch [81][660/3757] lr: 5.868e-02, eta: 2 days, 17:02:51, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5320, loss_cls: 3.3020, loss: 3.3020, grad_norm: 2.5146 2020-07-26 01:53:21,800 - mmaction - INFO - Epoch [81][680/3757] lr: 5.868e-02, eta: 2 days, 17:02:36, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2516, top5_acc: 0.5188, loss_cls: 3.4037, loss: 3.4037, grad_norm: 2.6145 2020-07-26 01:53:33,236 - mmaction - INFO - Epoch [81][700/3757] lr: 5.868e-02, eta: 2 days, 17:02:21, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5234, loss_cls: 3.3745, loss: 3.3745, grad_norm: 2.6092 2020-07-26 01:53:44,597 - mmaction - INFO - Epoch [81][720/3757] lr: 5.868e-02, eta: 2 days, 17:02:06, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5242, loss_cls: 3.3326, loss: 3.3326, grad_norm: 2.6406 2020-07-26 01:53:55,998 - mmaction - INFO - Epoch [81][740/3757] lr: 5.868e-02, eta: 2 days, 17:01:51, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5086, loss_cls: 3.4231, loss: 3.4231, grad_norm: 2.6302 2020-07-26 01:54:07,342 - mmaction - INFO - Epoch [81][760/3757] lr: 5.868e-02, eta: 2 days, 17:01:36, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5016, loss_cls: 3.4450, loss: 3.4450, grad_norm: 2.6841 2020-07-26 01:54:18,691 - mmaction - INFO - Epoch [81][780/3757] lr: 5.868e-02, eta: 2 days, 17:01:21, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5258, loss_cls: 3.3899, loss: 3.3899, grad_norm: 2.6566 2020-07-26 01:54:30,090 - mmaction - INFO - Epoch [81][800/3757] lr: 5.868e-02, eta: 2 days, 17:01:06, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5039, loss_cls: 3.4540, loss: 3.4540, grad_norm: 2.6179 2020-07-26 01:54:41,485 - mmaction - INFO - Epoch [81][820/3757] lr: 5.868e-02, eta: 2 days, 17:00:51, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.4953, loss_cls: 3.4510, loss: 3.4510, grad_norm: 2.5226 2020-07-26 01:54:52,847 - mmaction - INFO - Epoch [81][840/3757] lr: 5.868e-02, eta: 2 days, 17:00:36, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5188, loss_cls: 3.3954, loss: 3.3954, grad_norm: 2.5914 2020-07-26 01:55:04,226 - mmaction - INFO - Epoch [81][860/3757] lr: 5.868e-02, eta: 2 days, 17:00:21, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.5219, loss_cls: 3.4688, loss: 3.4688, grad_norm: 2.5691 2020-07-26 01:55:15,761 - mmaction - INFO - Epoch [81][880/3757] lr: 5.868e-02, eta: 2 days, 17:00:07, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.2570, top5_acc: 0.5234, loss_cls: 3.4077, loss: 3.4077, grad_norm: 2.6196 2020-07-26 01:55:27,140 - mmaction - INFO - Epoch [81][900/3757] lr: 5.868e-02, eta: 2 days, 16:59:52, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5242, loss_cls: 3.4228, loss: 3.4228, grad_norm: 2.5718 2020-07-26 01:55:38,540 - mmaction - INFO - Epoch [81][920/3757] lr: 5.868e-02, eta: 2 days, 16:59:37, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5195, loss_cls: 3.3701, loss: 3.3701, grad_norm: 2.5741 2020-07-26 01:55:49,971 - mmaction - INFO - Epoch [81][940/3757] lr: 5.868e-02, eta: 2 days, 16:59:22, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5070, loss_cls: 3.4411, loss: 3.4411, grad_norm: 2.4824 2020-07-26 01:56:01,442 - mmaction - INFO - Epoch [81][960/3757] lr: 5.868e-02, eta: 2 days, 16:59:07, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.5031, loss_cls: 3.4179, loss: 3.4179, grad_norm: 2.5105 2020-07-26 01:56:12,746 - mmaction - INFO - Epoch [81][980/3757] lr: 5.868e-02, eta: 2 days, 16:58:52, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5141, loss_cls: 3.4097, loss: 3.4097, grad_norm: 2.6155 2020-07-26 01:56:24,035 - mmaction - INFO - Epoch [81][1000/3757] lr: 5.868e-02, eta: 2 days, 16:58:37, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5047, loss_cls: 3.4851, loss: 3.4851, grad_norm: 2.6407 2020-07-26 01:56:35,491 - mmaction - INFO - Epoch [81][1020/3757] lr: 5.868e-02, eta: 2 days, 16:58:22, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.5094, loss_cls: 3.4611, loss: 3.4611, grad_norm: 2.6266 2020-07-26 01:56:46,982 - mmaction - INFO - Epoch [81][1040/3757] lr: 5.868e-02, eta: 2 days, 16:58:08, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5141, loss_cls: 3.4035, loss: 3.4035, grad_norm: 2.6120 2020-07-26 01:56:58,386 - mmaction - INFO - Epoch [81][1060/3757] lr: 5.868e-02, eta: 2 days, 16:57:53, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2375, top5_acc: 0.5094, loss_cls: 3.5299, loss: 3.5299, grad_norm: 2.6490 2020-07-26 01:57:09,770 - mmaction - INFO - Epoch [81][1080/3757] lr: 5.868e-02, eta: 2 days, 16:57:38, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5227, loss_cls: 3.3550, loss: 3.3550, grad_norm: 2.5901 2020-07-26 01:57:21,167 - mmaction - INFO - Epoch [81][1100/3757] lr: 5.868e-02, eta: 2 days, 16:57:23, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.5188, loss_cls: 3.3817, loss: 3.3817, grad_norm: 2.6068 2020-07-26 01:57:32,573 - mmaction - INFO - Epoch [81][1120/3757] lr: 5.868e-02, eta: 2 days, 16:57:08, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5047, loss_cls: 3.4570, loss: 3.4570, grad_norm: 2.6107 2020-07-26 01:57:43,964 - mmaction - INFO - Epoch [81][1140/3757] lr: 5.868e-02, eta: 2 days, 16:56:53, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5383, loss_cls: 3.3627, loss: 3.3627, grad_norm: 2.4977 2020-07-26 01:57:55,376 - mmaction - INFO - Epoch [81][1160/3757] lr: 5.868e-02, eta: 2 days, 16:56:38, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5258, loss_cls: 3.3737, loss: 3.3737, grad_norm: 2.6017 2020-07-26 01:58:06,851 - mmaction - INFO - Epoch [81][1180/3757] lr: 5.868e-02, eta: 2 days, 16:56:24, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5195, loss_cls: 3.3304, loss: 3.3304, grad_norm: 2.5943 2020-07-26 01:58:18,384 - mmaction - INFO - Epoch [81][1200/3757] lr: 5.868e-02, eta: 2 days, 16:56:09, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5148, loss_cls: 3.3986, loss: 3.3986, grad_norm: 2.6631 2020-07-26 01:58:29,867 - mmaction - INFO - Epoch [81][1220/3757] lr: 5.868e-02, eta: 2 days, 16:55:55, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5219, loss_cls: 3.3757, loss: 3.3757, grad_norm: 2.6708 2020-07-26 01:58:41,307 - mmaction - INFO - Epoch [81][1240/3757] lr: 5.868e-02, eta: 2 days, 16:55:40, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5016, loss_cls: 3.4475, loss: 3.4475, grad_norm: 2.5821 2020-07-26 01:58:52,733 - mmaction - INFO - Epoch [81][1260/3757] lr: 5.868e-02, eta: 2 days, 16:55:25, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5484, loss_cls: 3.2940, loss: 3.2940, grad_norm: 2.5914 2020-07-26 01:59:04,153 - mmaction - INFO - Epoch [81][1280/3757] lr: 5.868e-02, eta: 2 days, 16:55:10, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5242, loss_cls: 3.3446, loss: 3.3446, grad_norm: 2.6295 2020-07-26 01:59:15,561 - mmaction - INFO - Epoch [81][1300/3757] lr: 5.868e-02, eta: 2 days, 16:54:55, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4984, loss_cls: 3.5071, loss: 3.5071, grad_norm: 2.6999 2020-07-26 01:59:27,078 - mmaction - INFO - Epoch [81][1320/3757] lr: 5.868e-02, eta: 2 days, 16:54:41, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.2555, top5_acc: 0.5125, loss_cls: 3.4490, loss: 3.4490, grad_norm: 2.5854 2020-07-26 01:59:38,582 - mmaction - INFO - Epoch [81][1340/3757] lr: 5.868e-02, eta: 2 days, 16:54:26, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.5203, loss_cls: 3.4163, loss: 3.4163, grad_norm: 2.5967 2020-07-26 01:59:50,097 - mmaction - INFO - Epoch [81][1360/3757] lr: 5.868e-02, eta: 2 days, 16:54:11, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5133, loss_cls: 3.4781, loss: 3.4781, grad_norm: 2.6495 2020-07-26 02:00:01,480 - mmaction - INFO - Epoch [81][1380/3757] lr: 5.868e-02, eta: 2 days, 16:53:56, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5422, loss_cls: 3.2745, loss: 3.2745, grad_norm: 2.5821 2020-07-26 02:00:18,711 - mmaction - INFO - Epoch [81][1400/3757] lr: 5.868e-02, eta: 2 days, 16:53:54, time: 0.859, data_time: 0.006, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5195, loss_cls: 3.3207, loss: 3.3207, grad_norm: 2.6230 2020-07-26 02:00:30,197 - mmaction - INFO - Epoch [81][1420/3757] lr: 5.868e-02, eta: 2 days, 16:53:40, time: 0.576, data_time: 0.006, memory: 5232, top1_acc: 0.2617, top5_acc: 0.4992, loss_cls: 3.4933, loss: 3.4933, grad_norm: 2.6431 2020-07-26 02:00:41,685 - mmaction - INFO - Epoch [81][1440/3757] lr: 5.868e-02, eta: 2 days, 16:53:25, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5328, loss_cls: 3.3509, loss: 3.3509, grad_norm: 2.5411 2020-07-26 02:00:53,154 - mmaction - INFO - Epoch [81][1460/3757] lr: 5.868e-02, eta: 2 days, 16:53:10, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.5062, loss_cls: 3.4318, loss: 3.4318, grad_norm: 2.5796 2020-07-26 02:01:04,478 - mmaction - INFO - Epoch [81][1480/3757] lr: 5.868e-02, eta: 2 days, 16:52:55, time: 0.567, data_time: 0.004, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5094, loss_cls: 3.4373, loss: 3.4373, grad_norm: 2.5183 2020-07-26 02:01:15,850 - mmaction - INFO - Epoch [81][1500/3757] lr: 5.868e-02, eta: 2 days, 16:52:40, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5242, loss_cls: 3.4554, loss: 3.4554, grad_norm: 2.5675 2020-07-26 02:01:27,410 - mmaction - INFO - Epoch [81][1520/3757] lr: 5.868e-02, eta: 2 days, 16:52:26, time: 0.579, data_time: 0.004, memory: 5232, top1_acc: 0.2617, top5_acc: 0.4953, loss_cls: 3.4722, loss: 3.4722, grad_norm: 2.6443 2020-07-26 02:01:38,830 - mmaction - INFO - Epoch [81][1540/3757] lr: 5.868e-02, eta: 2 days, 16:52:11, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.4820, loss_cls: 3.5213, loss: 3.5213, grad_norm: 2.5626 2020-07-26 02:01:50,360 - mmaction - INFO - Epoch [81][1560/3757] lr: 5.868e-02, eta: 2 days, 16:51:57, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4969, loss_cls: 3.4848, loss: 3.4848, grad_norm: 2.6081 2020-07-26 02:02:01,779 - mmaction - INFO - Epoch [81][1580/3757] lr: 5.868e-02, eta: 2 days, 16:51:42, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5070, loss_cls: 3.4146, loss: 3.4146, grad_norm: 2.5228 2020-07-26 02:02:13,202 - mmaction - INFO - Epoch [81][1600/3757] lr: 5.868e-02, eta: 2 days, 16:51:27, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.5062, loss_cls: 3.4938, loss: 3.4938, grad_norm: 2.6264 2020-07-26 02:02:24,698 - mmaction - INFO - Epoch [81][1620/3757] lr: 5.868e-02, eta: 2 days, 16:51:12, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.2844, top5_acc: 0.4992, loss_cls: 3.4349, loss: 3.4349, grad_norm: 2.5844 2020-07-26 02:02:36,154 - mmaction - INFO - Epoch [81][1640/3757] lr: 5.868e-02, eta: 2 days, 16:50:58, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5047, loss_cls: 3.4487, loss: 3.4487, grad_norm: 2.5489 2020-07-26 02:02:47,613 - mmaction - INFO - Epoch [81][1660/3757] lr: 5.868e-02, eta: 2 days, 16:50:43, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4945, loss_cls: 3.5115, loss: 3.5115, grad_norm: 2.5993 2020-07-26 02:02:58,986 - mmaction - INFO - Epoch [81][1680/3757] lr: 5.868e-02, eta: 2 days, 16:50:28, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5250, loss_cls: 3.3194, loss: 3.3194, grad_norm: 2.4801 2020-07-26 02:03:10,333 - mmaction - INFO - Epoch [81][1700/3757] lr: 5.868e-02, eta: 2 days, 16:50:13, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.5227, loss_cls: 3.4281, loss: 3.4281, grad_norm: 2.6104 2020-07-26 02:03:21,861 - mmaction - INFO - Epoch [81][1720/3757] lr: 5.868e-02, eta: 2 days, 16:49:58, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5273, loss_cls: 3.3652, loss: 3.3652, grad_norm: 2.6056 2020-07-26 02:03:33,149 - mmaction - INFO - Epoch [81][1740/3757] lr: 5.868e-02, eta: 2 days, 16:49:43, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5234, loss_cls: 3.3680, loss: 3.3680, grad_norm: 2.5887 2020-07-26 02:03:44,607 - mmaction - INFO - Epoch [81][1760/3757] lr: 5.868e-02, eta: 2 days, 16:49:29, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.4813, loss_cls: 3.4630, loss: 3.4630, grad_norm: 2.5920 2020-07-26 02:03:55,971 - mmaction - INFO - Epoch [81][1780/3757] lr: 5.868e-02, eta: 2 days, 16:49:14, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5289, loss_cls: 3.3444, loss: 3.3444, grad_norm: 2.5119 2020-07-26 02:04:07,391 - mmaction - INFO - Epoch [81][1800/3757] lr: 5.868e-02, eta: 2 days, 16:48:59, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5023, loss_cls: 3.4686, loss: 3.4686, grad_norm: 2.6394 2020-07-26 02:04:18,749 - mmaction - INFO - Epoch [81][1820/3757] lr: 5.868e-02, eta: 2 days, 16:48:44, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5297, loss_cls: 3.3892, loss: 3.3892, grad_norm: 2.5986 2020-07-26 02:04:30,155 - mmaction - INFO - Epoch [81][1840/3757] lr: 5.868e-02, eta: 2 days, 16:48:29, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5008, loss_cls: 3.4533, loss: 3.4533, grad_norm: 2.6582 2020-07-26 02:04:41,541 - mmaction - INFO - Epoch [81][1860/3757] lr: 5.868e-02, eta: 2 days, 16:48:14, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2430, top5_acc: 0.5008, loss_cls: 3.4923, loss: 3.4923, grad_norm: 2.5699 2020-07-26 02:04:52,930 - mmaction - INFO - Epoch [81][1880/3757] lr: 5.868e-02, eta: 2 days, 16:47:59, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4984, loss_cls: 3.4637, loss: 3.4637, grad_norm: 2.5882 2020-07-26 02:05:04,351 - mmaction - INFO - Epoch [81][1900/3757] lr: 5.868e-02, eta: 2 days, 16:47:44, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5227, loss_cls: 3.3908, loss: 3.3908, grad_norm: 2.5430 2020-07-26 02:05:15,805 - mmaction - INFO - Epoch [81][1920/3757] lr: 5.868e-02, eta: 2 days, 16:47:30, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5148, loss_cls: 3.4179, loss: 3.4179, grad_norm: 2.5820 2020-07-26 02:05:27,174 - mmaction - INFO - Epoch [81][1940/3757] lr: 5.868e-02, eta: 2 days, 16:47:15, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.4977, loss_cls: 3.4571, loss: 3.4571, grad_norm: 2.6262 2020-07-26 02:05:38,663 - mmaction - INFO - Epoch [81][1960/3757] lr: 5.868e-02, eta: 2 days, 16:47:00, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5234, loss_cls: 3.4115, loss: 3.4115, grad_norm: 2.5384 2020-07-26 02:05:50,069 - mmaction - INFO - Epoch [81][1980/3757] lr: 5.868e-02, eta: 2 days, 16:46:45, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5070, loss_cls: 3.3986, loss: 3.3986, grad_norm: 2.5253 2020-07-26 02:06:01,452 - mmaction - INFO - Epoch [81][2000/3757] lr: 5.868e-02, eta: 2 days, 16:46:30, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4961, loss_cls: 3.4740, loss: 3.4740, grad_norm: 2.6217 2020-07-26 02:06:12,850 - mmaction - INFO - Epoch [81][2020/3757] lr: 5.868e-02, eta: 2 days, 16:46:16, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5039, loss_cls: 3.4377, loss: 3.4377, grad_norm: 2.5973 2020-07-26 02:06:24,156 - mmaction - INFO - Epoch [81][2040/3757] lr: 5.868e-02, eta: 2 days, 16:46:01, time: 0.565, data_time: 0.002, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5172, loss_cls: 3.3903, loss: 3.3903, grad_norm: 2.5700 2020-07-26 02:06:35,531 - mmaction - INFO - Epoch [81][2060/3757] lr: 5.868e-02, eta: 2 days, 16:45:46, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.2703, top5_acc: 0.4969, loss_cls: 3.5172, loss: 3.5172, grad_norm: 2.6065 2020-07-26 02:06:47,032 - mmaction - INFO - Epoch [81][2080/3757] lr: 5.868e-02, eta: 2 days, 16:45:31, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5070, loss_cls: 3.4455, loss: 3.4455, grad_norm: 2.5928 2020-07-26 02:06:58,422 - mmaction - INFO - Epoch [81][2100/3757] lr: 5.868e-02, eta: 2 days, 16:45:16, time: 0.570, data_time: 0.001, memory: 5232, top1_acc: 0.2664, top5_acc: 0.4742, loss_cls: 3.5281, loss: 3.5281, grad_norm: 2.6116 2020-07-26 02:07:09,903 - mmaction - INFO - Epoch [81][2120/3757] lr: 5.868e-02, eta: 2 days, 16:45:02, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5094, loss_cls: 3.4402, loss: 3.4402, grad_norm: 2.6060 2020-07-26 02:07:21,341 - mmaction - INFO - Epoch [81][2140/3757] lr: 5.868e-02, eta: 2 days, 16:44:47, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2633, top5_acc: 0.5297, loss_cls: 3.4350, loss: 3.4350, grad_norm: 2.6077 2020-07-26 02:07:32,735 - mmaction - INFO - Epoch [81][2160/3757] lr: 5.868e-02, eta: 2 days, 16:44:32, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.5133, loss_cls: 3.4472, loss: 3.4472, grad_norm: 2.7000 2020-07-26 02:07:44,199 - mmaction - INFO - Epoch [81][2180/3757] lr: 5.868e-02, eta: 2 days, 16:44:17, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4766, loss_cls: 3.5679, loss: 3.5679, grad_norm: 2.5548 2020-07-26 02:07:55,614 - mmaction - INFO - Epoch [81][2200/3757] lr: 5.868e-02, eta: 2 days, 16:44:02, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5305, loss_cls: 3.3863, loss: 3.3863, grad_norm: 2.4849 2020-07-26 02:08:07,062 - mmaction - INFO - Epoch [81][2220/3757] lr: 5.868e-02, eta: 2 days, 16:43:48, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.5141, loss_cls: 3.3989, loss: 3.3989, grad_norm: 2.6264 2020-07-26 02:08:18,620 - mmaction - INFO - Epoch [81][2240/3757] lr: 5.868e-02, eta: 2 days, 16:43:33, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5234, loss_cls: 3.4329, loss: 3.4329, grad_norm: 2.6153 2020-07-26 02:08:29,983 - mmaction - INFO - Epoch [81][2260/3757] lr: 5.868e-02, eta: 2 days, 16:43:18, time: 0.568, data_time: 0.001, memory: 5232, top1_acc: 0.2648, top5_acc: 0.4938, loss_cls: 3.4908, loss: 3.4908, grad_norm: 2.5678 2020-07-26 02:08:41,448 - mmaction - INFO - Epoch [81][2280/3757] lr: 5.868e-02, eta: 2 days, 16:43:04, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.5125, loss_cls: 3.4123, loss: 3.4123, grad_norm: 2.6067 2020-07-26 02:08:52,807 - mmaction - INFO - Epoch [81][2300/3757] lr: 5.868e-02, eta: 2 days, 16:42:49, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.5016, loss_cls: 3.4463, loss: 3.4463, grad_norm: 2.6840 2020-07-26 02:09:04,232 - mmaction - INFO - Epoch [81][2320/3757] lr: 5.868e-02, eta: 2 days, 16:42:34, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5094, loss_cls: 3.4487, loss: 3.4487, grad_norm: 2.6739 2020-07-26 02:09:15,603 - mmaction - INFO - Epoch [81][2340/3757] lr: 5.868e-02, eta: 2 days, 16:42:19, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5172, loss_cls: 3.4298, loss: 3.4298, grad_norm: 2.5757 2020-07-26 02:09:27,092 - mmaction - INFO - Epoch [81][2360/3757] lr: 5.868e-02, eta: 2 days, 16:42:04, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2641, top5_acc: 0.5164, loss_cls: 3.4036, loss: 3.4036, grad_norm: 2.5295 2020-07-26 02:09:38,576 - mmaction - INFO - Epoch [81][2380/3757] lr: 5.868e-02, eta: 2 days, 16:41:50, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5195, loss_cls: 3.4269, loss: 3.4269, grad_norm: 2.6003 2020-07-26 02:09:50,009 - mmaction - INFO - Epoch [81][2400/3757] lr: 5.868e-02, eta: 2 days, 16:41:35, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5250, loss_cls: 3.3643, loss: 3.3643, grad_norm: 2.6209 2020-07-26 02:10:01,455 - mmaction - INFO - Epoch [81][2420/3757] lr: 5.868e-02, eta: 2 days, 16:41:20, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5039, loss_cls: 3.4713, loss: 3.4713, grad_norm: 2.6879 2020-07-26 02:10:12,918 - mmaction - INFO - Epoch [81][2440/3757] lr: 5.868e-02, eta: 2 days, 16:41:06, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5297, loss_cls: 3.3401, loss: 3.3401, grad_norm: 2.6233 2020-07-26 02:10:24,352 - mmaction - INFO - Epoch [81][2460/3757] lr: 5.868e-02, eta: 2 days, 16:40:51, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.5234, loss_cls: 3.4015, loss: 3.4015, grad_norm: 2.6339 2020-07-26 02:10:35,688 - mmaction - INFO - Epoch [81][2480/3757] lr: 5.868e-02, eta: 2 days, 16:40:36, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.4914, loss_cls: 3.4955, loss: 3.4955, grad_norm: 2.6127 2020-07-26 02:10:47,111 - mmaction - INFO - Epoch [81][2500/3757] lr: 5.868e-02, eta: 2 days, 16:40:21, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.5070, loss_cls: 3.4784, loss: 3.4784, grad_norm: 2.6651 2020-07-26 02:10:58,549 - mmaction - INFO - Epoch [81][2520/3757] lr: 5.868e-02, eta: 2 days, 16:40:06, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.5062, loss_cls: 3.5050, loss: 3.5050, grad_norm: 2.7008 2020-07-26 02:11:10,008 - mmaction - INFO - Epoch [81][2540/3757] lr: 5.868e-02, eta: 2 days, 16:39:52, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.4922, loss_cls: 3.4639, loss: 3.4639, grad_norm: 2.6271 2020-07-26 02:11:21,317 - mmaction - INFO - Epoch [81][2560/3757] lr: 5.868e-02, eta: 2 days, 16:39:37, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5219, loss_cls: 3.4102, loss: 3.4102, grad_norm: 2.5716 2020-07-26 02:11:32,577 - mmaction - INFO - Epoch [81][2580/3757] lr: 5.868e-02, eta: 2 days, 16:39:22, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5203, loss_cls: 3.4290, loss: 3.4290, grad_norm: 2.6369 2020-07-26 02:11:43,902 - mmaction - INFO - Epoch [81][2600/3757] lr: 5.868e-02, eta: 2 days, 16:39:07, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5203, loss_cls: 3.3869, loss: 3.3869, grad_norm: 2.5593 2020-07-26 02:11:55,406 - mmaction - INFO - Epoch [81][2620/3757] lr: 5.868e-02, eta: 2 days, 16:38:52, time: 0.575, data_time: 0.015, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5062, loss_cls: 3.4058, loss: 3.4058, grad_norm: 2.5869 2020-07-26 02:12:06,837 - mmaction - INFO - Epoch [81][2640/3757] lr: 5.868e-02, eta: 2 days, 16:38:37, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5070, loss_cls: 3.4319, loss: 3.4319, grad_norm: 2.5691 2020-07-26 02:12:18,336 - mmaction - INFO - Epoch [81][2660/3757] lr: 5.868e-02, eta: 2 days, 16:38:23, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5164, loss_cls: 3.3566, loss: 3.3566, grad_norm: 2.6124 2020-07-26 02:12:29,837 - mmaction - INFO - Epoch [81][2680/3757] lr: 5.868e-02, eta: 2 days, 16:38:08, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2641, top5_acc: 0.5047, loss_cls: 3.4034, loss: 3.4034, grad_norm: 2.7116 2020-07-26 02:12:41,311 - mmaction - INFO - Epoch [81][2700/3757] lr: 5.868e-02, eta: 2 days, 16:37:53, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5211, loss_cls: 3.3549, loss: 3.3549, grad_norm: 2.6082 2020-07-26 02:12:52,761 - mmaction - INFO - Epoch [81][2720/3757] lr: 5.868e-02, eta: 2 days, 16:37:39, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5086, loss_cls: 3.4127, loss: 3.4127, grad_norm: 2.6270 2020-07-26 02:13:04,255 - mmaction - INFO - Epoch [81][2740/3757] lr: 5.868e-02, eta: 2 days, 16:37:24, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5219, loss_cls: 3.3686, loss: 3.3686, grad_norm: 2.5263 2020-07-26 02:13:15,675 - mmaction - INFO - Epoch [81][2760/3757] lr: 5.868e-02, eta: 2 days, 16:37:09, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4898, loss_cls: 3.4797, loss: 3.4797, grad_norm: 2.6435 2020-07-26 02:13:27,199 - mmaction - INFO - Epoch [81][2780/3757] lr: 5.868e-02, eta: 2 days, 16:36:55, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.2586, top5_acc: 0.5102, loss_cls: 3.4309, loss: 3.4309, grad_norm: 2.5172 2020-07-26 02:13:38,654 - mmaction - INFO - Epoch [81][2800/3757] lr: 5.868e-02, eta: 2 days, 16:36:40, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5055, loss_cls: 3.4231, loss: 3.4231, grad_norm: 2.5822 2020-07-26 02:13:50,185 - mmaction - INFO - Epoch [81][2820/3757] lr: 5.868e-02, eta: 2 days, 16:36:26, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4875, loss_cls: 3.5129, loss: 3.5129, grad_norm: 2.6349 2020-07-26 02:14:01,584 - mmaction - INFO - Epoch [81][2840/3757] lr: 5.868e-02, eta: 2 days, 16:36:11, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5117, loss_cls: 3.4113, loss: 3.4113, grad_norm: 2.5357 2020-07-26 02:14:13,063 - mmaction - INFO - Epoch [81][2860/3757] lr: 5.868e-02, eta: 2 days, 16:35:56, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4875, loss_cls: 3.4874, loss: 3.4874, grad_norm: 2.6276 2020-07-26 02:14:24,557 - mmaction - INFO - Epoch [81][2880/3757] lr: 5.868e-02, eta: 2 days, 16:35:42, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5172, loss_cls: 3.3969, loss: 3.3969, grad_norm: 2.6177 2020-07-26 02:14:35,901 - mmaction - INFO - Epoch [81][2900/3757] lr: 5.868e-02, eta: 2 days, 16:35:27, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.5086, loss_cls: 3.4279, loss: 3.4279, grad_norm: 2.6120 2020-07-26 02:14:47,486 - mmaction - INFO - Epoch [81][2920/3757] lr: 5.868e-02, eta: 2 days, 16:35:12, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4945, loss_cls: 3.5095, loss: 3.5095, grad_norm: 2.6558 2020-07-26 02:14:59,049 - mmaction - INFO - Epoch [81][2940/3757] lr: 5.868e-02, eta: 2 days, 16:34:58, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.4914, loss_cls: 3.4956, loss: 3.4956, grad_norm: 2.6052 2020-07-26 02:15:10,412 - mmaction - INFO - Epoch [81][2960/3757] lr: 5.868e-02, eta: 2 days, 16:34:43, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5156, loss_cls: 3.3658, loss: 3.3658, grad_norm: 2.5247 2020-07-26 02:15:21,932 - mmaction - INFO - Epoch [81][2980/3757] lr: 5.868e-02, eta: 2 days, 16:34:28, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5188, loss_cls: 3.3795, loss: 3.3795, grad_norm: 2.6230 2020-07-26 02:15:33,431 - mmaction - INFO - Epoch [81][3000/3757] lr: 5.868e-02, eta: 2 days, 16:34:14, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5289, loss_cls: 3.2934, loss: 3.2934, grad_norm: 2.6143 2020-07-26 02:15:44,845 - mmaction - INFO - Epoch [81][3020/3757] lr: 5.868e-02, eta: 2 days, 16:33:59, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5188, loss_cls: 3.3486, loss: 3.3486, grad_norm: 2.5951 2020-07-26 02:15:56,316 - mmaction - INFO - Epoch [81][3040/3757] lr: 5.868e-02, eta: 2 days, 16:33:44, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5180, loss_cls: 3.3678, loss: 3.3678, grad_norm: 2.6177 2020-07-26 02:16:07,816 - mmaction - INFO - Epoch [81][3060/3757] lr: 5.868e-02, eta: 2 days, 16:33:30, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5141, loss_cls: 3.4165, loss: 3.4165, grad_norm: 2.6432 2020-07-26 02:16:19,732 - mmaction - INFO - Epoch [81][3080/3757] lr: 5.868e-02, eta: 2 days, 16:33:16, time: 0.595, data_time: 0.024, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5023, loss_cls: 3.4078, loss: 3.4078, grad_norm: 2.6008 2020-07-26 02:16:31,090 - mmaction - INFO - Epoch [81][3100/3757] lr: 5.868e-02, eta: 2 days, 16:33:01, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5102, loss_cls: 3.4210, loss: 3.4210, grad_norm: 2.6476 2020-07-26 02:16:42,604 - mmaction - INFO - Epoch [81][3120/3757] lr: 5.868e-02, eta: 2 days, 16:32:47, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5250, loss_cls: 3.3271, loss: 3.3271, grad_norm: 2.5928 2020-07-26 02:16:53,959 - mmaction - INFO - Epoch [81][3140/3757] lr: 5.868e-02, eta: 2 days, 16:32:32, time: 0.568, data_time: 0.001, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5172, loss_cls: 3.3982, loss: 3.3982, grad_norm: 2.6581 2020-07-26 02:17:05,462 - mmaction - INFO - Epoch [81][3160/3757] lr: 5.868e-02, eta: 2 days, 16:32:17, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5016, loss_cls: 3.5097, loss: 3.5097, grad_norm: 2.6551 2020-07-26 02:17:16,966 - mmaction - INFO - Epoch [81][3180/3757] lr: 5.868e-02, eta: 2 days, 16:32:03, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5352, loss_cls: 3.4158, loss: 3.4158, grad_norm: 2.6577 2020-07-26 02:17:28,351 - mmaction - INFO - Epoch [81][3200/3757] lr: 5.868e-02, eta: 2 days, 16:31:48, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5273, loss_cls: 3.3695, loss: 3.3695, grad_norm: 2.5934 2020-07-26 02:17:39,904 - mmaction - INFO - Epoch [81][3220/3757] lr: 5.868e-02, eta: 2 days, 16:31:33, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5289, loss_cls: 3.3082, loss: 3.3082, grad_norm: 2.6140 2020-07-26 02:17:51,328 - mmaction - INFO - Epoch [81][3240/3757] lr: 5.868e-02, eta: 2 days, 16:31:19, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4852, loss_cls: 3.5043, loss: 3.5043, grad_norm: 2.6459 2020-07-26 02:18:02,727 - mmaction - INFO - Epoch [81][3260/3757] lr: 5.868e-02, eta: 2 days, 16:31:04, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5336, loss_cls: 3.3462, loss: 3.3462, grad_norm: 2.6785 2020-07-26 02:18:14,258 - mmaction - INFO - Epoch [81][3280/3757] lr: 5.868e-02, eta: 2 days, 16:30:49, time: 0.576, data_time: 0.014, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4977, loss_cls: 3.5092, loss: 3.5092, grad_norm: 2.6648 2020-07-26 02:18:25,704 - mmaction - INFO - Epoch [81][3300/3757] lr: 5.868e-02, eta: 2 days, 16:30:35, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5031, loss_cls: 3.3866, loss: 3.3866, grad_norm: 2.5750 2020-07-26 02:18:37,097 - mmaction - INFO - Epoch [81][3320/3757] lr: 5.868e-02, eta: 2 days, 16:30:20, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4914, loss_cls: 3.5212, loss: 3.5212, grad_norm: 2.5478 2020-07-26 02:18:48,505 - mmaction - INFO - Epoch [81][3340/3757] lr: 5.868e-02, eta: 2 days, 16:30:05, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5297, loss_cls: 3.4331, loss: 3.4331, grad_norm: 2.6247 2020-07-26 02:18:59,947 - mmaction - INFO - Epoch [81][3360/3757] lr: 5.868e-02, eta: 2 days, 16:29:50, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5180, loss_cls: 3.4466, loss: 3.4466, grad_norm: 2.5872 2020-07-26 02:19:11,375 - mmaction - INFO - Epoch [81][3380/3757] lr: 5.868e-02, eta: 2 days, 16:29:36, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5328, loss_cls: 3.3916, loss: 3.3916, grad_norm: 2.5755 2020-07-26 02:19:22,863 - mmaction - INFO - Epoch [81][3400/3757] lr: 5.868e-02, eta: 2 days, 16:29:21, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.4867, loss_cls: 3.5541, loss: 3.5541, grad_norm: 2.6309 2020-07-26 02:19:34,341 - mmaction - INFO - Epoch [81][3420/3757] lr: 5.868e-02, eta: 2 days, 16:29:06, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5352, loss_cls: 3.3660, loss: 3.3660, grad_norm: 2.5952 2020-07-26 02:19:45,740 - mmaction - INFO - Epoch [81][3440/3757] lr: 5.868e-02, eta: 2 days, 16:28:52, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5258, loss_cls: 3.4175, loss: 3.4175, grad_norm: 2.6629 2020-07-26 02:19:57,188 - mmaction - INFO - Epoch [81][3460/3757] lr: 5.868e-02, eta: 2 days, 16:28:37, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5234, loss_cls: 3.2999, loss: 3.2999, grad_norm: 2.6277 2020-07-26 02:20:08,716 - mmaction - INFO - Epoch [81][3480/3757] lr: 5.868e-02, eta: 2 days, 16:28:22, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5156, loss_cls: 3.3738, loss: 3.3738, grad_norm: 2.6211 2020-07-26 02:20:20,052 - mmaction - INFO - Epoch [81][3500/3757] lr: 5.868e-02, eta: 2 days, 16:28:07, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5211, loss_cls: 3.3960, loss: 3.3960, grad_norm: 2.6476 2020-07-26 02:20:31,431 - mmaction - INFO - Epoch [81][3520/3757] lr: 5.868e-02, eta: 2 days, 16:27:53, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4859, loss_cls: 3.5423, loss: 3.5423, grad_norm: 2.6172 2020-07-26 02:20:42,812 - mmaction - INFO - Epoch [81][3540/3757] lr: 5.868e-02, eta: 2 days, 16:27:38, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5211, loss_cls: 3.4011, loss: 3.4011, grad_norm: 2.6184 2020-07-26 02:20:54,294 - mmaction - INFO - Epoch [81][3560/3757] lr: 5.868e-02, eta: 2 days, 16:27:23, time: 0.574, data_time: 0.010, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4930, loss_cls: 3.5122, loss: 3.5122, grad_norm: 2.6599 2020-07-26 02:21:05,814 - mmaction - INFO - Epoch [81][3580/3757] lr: 5.868e-02, eta: 2 days, 16:27:09, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5320, loss_cls: 3.3536, loss: 3.3536, grad_norm: 2.5980 2020-07-26 02:21:17,288 - mmaction - INFO - Epoch [81][3600/3757] lr: 5.868e-02, eta: 2 days, 16:26:54, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2516, top5_acc: 0.4914, loss_cls: 3.4756, loss: 3.4756, grad_norm: 2.6216 2020-07-26 02:21:28,747 - mmaction - INFO - Epoch [81][3620/3757] lr: 5.868e-02, eta: 2 days, 16:26:39, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5188, loss_cls: 3.4070, loss: 3.4070, grad_norm: 2.5401 2020-07-26 02:21:40,221 - mmaction - INFO - Epoch [81][3640/3757] lr: 5.868e-02, eta: 2 days, 16:26:25, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5234, loss_cls: 3.3890, loss: 3.3890, grad_norm: 2.5934 2020-07-26 02:21:51,650 - mmaction - INFO - Epoch [81][3660/3757] lr: 5.868e-02, eta: 2 days, 16:26:10, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.5047, loss_cls: 3.4436, loss: 3.4436, grad_norm: 2.5297 2020-07-26 02:22:03,148 - mmaction - INFO - Epoch [81][3680/3757] lr: 5.868e-02, eta: 2 days, 16:25:56, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.4984, loss_cls: 3.4473, loss: 3.4473, grad_norm: 2.5499 2020-07-26 02:22:14,583 - mmaction - INFO - Epoch [81][3700/3757] lr: 5.868e-02, eta: 2 days, 16:25:41, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5039, loss_cls: 3.4710, loss: 3.4710, grad_norm: 2.5547 2020-07-26 02:22:25,929 - mmaction - INFO - Epoch [81][3720/3757] lr: 5.868e-02, eta: 2 days, 16:25:26, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5383, loss_cls: 3.3914, loss: 3.3914, grad_norm: 2.6218 2020-07-26 02:22:37,206 - mmaction - INFO - Epoch [81][3740/3757] lr: 5.868e-02, eta: 2 days, 16:25:11, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5062, loss_cls: 3.4773, loss: 3.4773, grad_norm: 2.5679 2020-07-26 02:25:45,827 - mmaction - INFO - Epoch [82][20/3757] lr: 5.782e-02, eta: 2 days, 16:30:09, time: 8.617, data_time: 7.917, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5164, loss_cls: 3.4083, loss: 3.4083, grad_norm: 2.6178 2020-07-26 02:25:57,326 - mmaction - INFO - Epoch [82][40/3757] lr: 5.782e-02, eta: 2 days, 16:29:54, time: 0.575, data_time: 0.013, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5219, loss_cls: 3.3446, loss: 3.3446, grad_norm: 2.6311 2020-07-26 02:26:08,638 - mmaction - INFO - Epoch [82][60/3757] lr: 5.782e-02, eta: 2 days, 16:29:39, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5141, loss_cls: 3.4286, loss: 3.4286, grad_norm: 2.6287 2020-07-26 02:26:19,967 - mmaction - INFO - Epoch [82][80/3757] lr: 5.782e-02, eta: 2 days, 16:29:24, time: 0.566, data_time: 0.001, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5078, loss_cls: 3.4371, loss: 3.4371, grad_norm: 2.7167 2020-07-26 02:26:31,323 - mmaction - INFO - Epoch [82][100/3757] lr: 5.782e-02, eta: 2 days, 16:29:10, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5180, loss_cls: 3.3908, loss: 3.3908, grad_norm: 2.6635 2020-07-26 02:26:42,718 - mmaction - INFO - Epoch [82][120/3757] lr: 5.782e-02, eta: 2 days, 16:28:55, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5094, loss_cls: 3.4560, loss: 3.4560, grad_norm: 2.5843 2020-07-26 02:26:54,070 - mmaction - INFO - Epoch [82][140/3757] lr: 5.782e-02, eta: 2 days, 16:28:40, time: 0.568, data_time: 0.001, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5250, loss_cls: 3.3756, loss: 3.3756, grad_norm: 2.6140 2020-07-26 02:27:05,455 - mmaction - INFO - Epoch [82][160/3757] lr: 5.782e-02, eta: 2 days, 16:28:25, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5289, loss_cls: 3.3694, loss: 3.3694, grad_norm: 2.5902 2020-07-26 02:27:16,754 - mmaction - INFO - Epoch [82][180/3757] lr: 5.782e-02, eta: 2 days, 16:28:10, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5203, loss_cls: 3.3704, loss: 3.3704, grad_norm: 2.5952 2020-07-26 02:27:28,094 - mmaction - INFO - Epoch [82][200/3757] lr: 5.782e-02, eta: 2 days, 16:27:55, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.5188, loss_cls: 3.4318, loss: 3.4318, grad_norm: 2.7070 2020-07-26 02:27:39,433 - mmaction - INFO - Epoch [82][220/3757] lr: 5.782e-02, eta: 2 days, 16:27:40, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.4938, loss_cls: 3.4262, loss: 3.4262, grad_norm: 2.5667 2020-07-26 02:27:50,946 - mmaction - INFO - Epoch [82][240/3757] lr: 5.782e-02, eta: 2 days, 16:27:25, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5133, loss_cls: 3.4120, loss: 3.4120, grad_norm: 2.5923 2020-07-26 02:28:02,374 - mmaction - INFO - Epoch [82][260/3757] lr: 5.782e-02, eta: 2 days, 16:27:11, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5109, loss_cls: 3.4029, loss: 3.4029, grad_norm: 2.6380 2020-07-26 02:28:13,618 - mmaction - INFO - Epoch [82][280/3757] lr: 5.782e-02, eta: 2 days, 16:26:56, time: 0.562, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5031, loss_cls: 3.4584, loss: 3.4584, grad_norm: 2.6402 2020-07-26 02:28:24,879 - mmaction - INFO - Epoch [82][300/3757] lr: 5.782e-02, eta: 2 days, 16:26:40, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5336, loss_cls: 3.2961, loss: 3.2961, grad_norm: 2.5473 2020-07-26 02:28:36,235 - mmaction - INFO - Epoch [82][320/3757] lr: 5.782e-02, eta: 2 days, 16:26:25, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5227, loss_cls: 3.3873, loss: 3.3873, grad_norm: 2.6507 2020-07-26 02:28:47,649 - mmaction - INFO - Epoch [82][340/3757] lr: 5.782e-02, eta: 2 days, 16:26:11, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5133, loss_cls: 3.3655, loss: 3.3655, grad_norm: 2.5482 2020-07-26 02:28:59,121 - mmaction - INFO - Epoch [82][360/3757] lr: 5.782e-02, eta: 2 days, 16:25:56, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5250, loss_cls: 3.3806, loss: 3.3806, grad_norm: 2.5815 2020-07-26 02:29:10,422 - mmaction - INFO - Epoch [82][380/3757] lr: 5.782e-02, eta: 2 days, 16:25:41, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4813, loss_cls: 3.5185, loss: 3.5185, grad_norm: 2.6588 2020-07-26 02:29:21,824 - mmaction - INFO - Epoch [82][400/3757] lr: 5.782e-02, eta: 2 days, 16:25:26, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2586, top5_acc: 0.5195, loss_cls: 3.4655, loss: 3.4655, grad_norm: 2.6513 2020-07-26 02:29:33,234 - mmaction - INFO - Epoch [82][420/3757] lr: 5.782e-02, eta: 2 days, 16:25:11, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5148, loss_cls: 3.3973, loss: 3.3973, grad_norm: 2.5634 2020-07-26 02:29:44,644 - mmaction - INFO - Epoch [82][440/3757] lr: 5.782e-02, eta: 2 days, 16:24:57, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5133, loss_cls: 3.4504, loss: 3.4504, grad_norm: 2.5826 2020-07-26 02:29:55,907 - mmaction - INFO - Epoch [82][460/3757] lr: 5.782e-02, eta: 2 days, 16:24:42, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5086, loss_cls: 3.3933, loss: 3.3933, grad_norm: 2.6401 2020-07-26 02:30:07,309 - mmaction - INFO - Epoch [82][480/3757] lr: 5.782e-02, eta: 2 days, 16:24:27, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5266, loss_cls: 3.3137, loss: 3.3137, grad_norm: 2.5905 2020-07-26 02:30:18,712 - mmaction - INFO - Epoch [82][500/3757] lr: 5.782e-02, eta: 2 days, 16:24:12, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5117, loss_cls: 3.3698, loss: 3.3698, grad_norm: 2.6277 2020-07-26 02:30:30,071 - mmaction - INFO - Epoch [82][520/3757] lr: 5.782e-02, eta: 2 days, 16:23:57, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5164, loss_cls: 3.4300, loss: 3.4300, grad_norm: 2.7152 2020-07-26 02:30:41,362 - mmaction - INFO - Epoch [82][540/3757] lr: 5.782e-02, eta: 2 days, 16:23:42, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4938, loss_cls: 3.4765, loss: 3.4765, grad_norm: 2.5483 2020-07-26 02:30:52,928 - mmaction - INFO - Epoch [82][560/3757] lr: 5.782e-02, eta: 2 days, 16:23:28, time: 0.578, data_time: 0.017, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5289, loss_cls: 3.3470, loss: 3.3470, grad_norm: 2.5929 2020-07-26 02:31:04,330 - mmaction - INFO - Epoch [82][580/3757] lr: 5.782e-02, eta: 2 days, 16:23:13, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5250, loss_cls: 3.3550, loss: 3.3550, grad_norm: 2.5645 2020-07-26 02:31:15,668 - mmaction - INFO - Epoch [82][600/3757] lr: 5.782e-02, eta: 2 days, 16:22:58, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.4898, loss_cls: 3.4470, loss: 3.4470, grad_norm: 2.6378 2020-07-26 02:31:27,052 - mmaction - INFO - Epoch [82][620/3757] lr: 5.782e-02, eta: 2 days, 16:22:43, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5023, loss_cls: 3.4958, loss: 3.4958, grad_norm: 2.6111 2020-07-26 02:31:38,407 - mmaction - INFO - Epoch [82][640/3757] lr: 5.782e-02, eta: 2 days, 16:22:28, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5125, loss_cls: 3.4021, loss: 3.4021, grad_norm: 2.6157 2020-07-26 02:31:49,820 - mmaction - INFO - Epoch [82][660/3757] lr: 5.782e-02, eta: 2 days, 16:22:13, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.4883, loss_cls: 3.4568, loss: 3.4568, grad_norm: 2.6672 2020-07-26 02:32:01,238 - mmaction - INFO - Epoch [82][680/3757] lr: 5.782e-02, eta: 2 days, 16:21:59, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5062, loss_cls: 3.4438, loss: 3.4438, grad_norm: 2.6653 2020-07-26 02:32:12,802 - mmaction - INFO - Epoch [82][700/3757] lr: 5.782e-02, eta: 2 days, 16:21:44, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5219, loss_cls: 3.3630, loss: 3.3630, grad_norm: 2.6181 2020-07-26 02:32:24,057 - mmaction - INFO - Epoch [82][720/3757] lr: 5.782e-02, eta: 2 days, 16:21:29, time: 0.564, data_time: 0.004, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4883, loss_cls: 3.5058, loss: 3.5058, grad_norm: 2.5965 2020-07-26 02:32:35,365 - mmaction - INFO - Epoch [82][740/3757] lr: 5.782e-02, eta: 2 days, 16:21:14, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5188, loss_cls: 3.4568, loss: 3.4568, grad_norm: 2.5700 2020-07-26 02:32:46,842 - mmaction - INFO - Epoch [82][760/3757] lr: 5.782e-02, eta: 2 days, 16:20:59, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.5102, loss_cls: 3.4566, loss: 3.4566, grad_norm: 2.5711 2020-07-26 02:32:58,227 - mmaction - INFO - Epoch [82][780/3757] lr: 5.782e-02, eta: 2 days, 16:20:45, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5305, loss_cls: 3.2979, loss: 3.2979, grad_norm: 2.4952 2020-07-26 02:33:09,575 - mmaction - INFO - Epoch [82][800/3757] lr: 5.782e-02, eta: 2 days, 16:20:30, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5062, loss_cls: 3.5031, loss: 3.5031, grad_norm: 2.6718 2020-07-26 02:33:21,142 - mmaction - INFO - Epoch [82][820/3757] lr: 5.782e-02, eta: 2 days, 16:20:15, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5094, loss_cls: 3.4594, loss: 3.4594, grad_norm: 2.6818 2020-07-26 02:33:32,505 - mmaction - INFO - Epoch [82][840/3757] lr: 5.782e-02, eta: 2 days, 16:20:00, time: 0.568, data_time: 0.001, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5125, loss_cls: 3.4167, loss: 3.4167, grad_norm: 2.5656 2020-07-26 02:33:43,836 - mmaction - INFO - Epoch [82][860/3757] lr: 5.782e-02, eta: 2 days, 16:19:45, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5047, loss_cls: 3.3931, loss: 3.3931, grad_norm: 2.5739 2020-07-26 02:33:55,252 - mmaction - INFO - Epoch [82][880/3757] lr: 5.782e-02, eta: 2 days, 16:19:31, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5219, loss_cls: 3.3720, loss: 3.3720, grad_norm: 2.5813 2020-07-26 02:34:06,689 - mmaction - INFO - Epoch [82][900/3757] lr: 5.782e-02, eta: 2 days, 16:19:16, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5094, loss_cls: 3.4278, loss: 3.4278, grad_norm: 2.6726 2020-07-26 02:34:18,088 - mmaction - INFO - Epoch [82][920/3757] lr: 5.782e-02, eta: 2 days, 16:19:01, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5164, loss_cls: 3.3796, loss: 3.3796, grad_norm: 2.6213 2020-07-26 02:34:29,427 - mmaction - INFO - Epoch [82][940/3757] lr: 5.782e-02, eta: 2 days, 16:18:46, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5195, loss_cls: 3.4390, loss: 3.4390, grad_norm: 2.6164 2020-07-26 02:34:40,885 - mmaction - INFO - Epoch [82][960/3757] lr: 5.782e-02, eta: 2 days, 16:18:32, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5250, loss_cls: 3.3909, loss: 3.3909, grad_norm: 2.6123 2020-07-26 02:34:52,375 - mmaction - INFO - Epoch [82][980/3757] lr: 5.782e-02, eta: 2 days, 16:18:17, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5156, loss_cls: 3.3876, loss: 3.3876, grad_norm: 2.6158 2020-07-26 02:35:03,861 - mmaction - INFO - Epoch [82][1000/3757] lr: 5.782e-02, eta: 2 days, 16:18:02, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4906, loss_cls: 3.5270, loss: 3.5270, grad_norm: 2.5774 2020-07-26 02:35:15,311 - mmaction - INFO - Epoch [82][1020/3757] lr: 5.782e-02, eta: 2 days, 16:17:48, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5094, loss_cls: 3.4390, loss: 3.4390, grad_norm: 2.5783 2020-07-26 02:35:26,771 - mmaction - INFO - Epoch [82][1040/3757] lr: 5.782e-02, eta: 2 days, 16:17:33, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5281, loss_cls: 3.3622, loss: 3.3622, grad_norm: 2.5901 2020-07-26 02:35:38,142 - mmaction - INFO - Epoch [82][1060/3757] lr: 5.782e-02, eta: 2 days, 16:17:18, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.5125, loss_cls: 3.4222, loss: 3.4222, grad_norm: 2.6543 2020-07-26 02:35:49,514 - mmaction - INFO - Epoch [82][1080/3757] lr: 5.782e-02, eta: 2 days, 16:17:03, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4836, loss_cls: 3.5932, loss: 3.5932, grad_norm: 2.6048 2020-07-26 02:36:00,925 - mmaction - INFO - Epoch [82][1100/3757] lr: 5.782e-02, eta: 2 days, 16:16:49, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5422, loss_cls: 3.2737, loss: 3.2737, grad_norm: 2.4767 2020-07-26 02:36:12,226 - mmaction - INFO - Epoch [82][1120/3757] lr: 5.782e-02, eta: 2 days, 16:16:34, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5383, loss_cls: 3.3050, loss: 3.3050, grad_norm: 2.6752 2020-07-26 02:36:23,571 - mmaction - INFO - Epoch [82][1140/3757] lr: 5.782e-02, eta: 2 days, 16:16:19, time: 0.567, data_time: 0.004, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5195, loss_cls: 3.4271, loss: 3.4271, grad_norm: 2.6985 2020-07-26 02:36:34,918 - mmaction - INFO - Epoch [82][1160/3757] lr: 5.782e-02, eta: 2 days, 16:16:04, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5250, loss_cls: 3.3728, loss: 3.3728, grad_norm: 2.6121 2020-07-26 02:36:46,482 - mmaction - INFO - Epoch [82][1180/3757] lr: 5.782e-02, eta: 2 days, 16:15:49, time: 0.578, data_time: 0.012, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5281, loss_cls: 3.3949, loss: 3.3949, grad_norm: 2.6383 2020-07-26 02:36:57,836 - mmaction - INFO - Epoch [82][1200/3757] lr: 5.782e-02, eta: 2 days, 16:15:34, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5445, loss_cls: 3.3026, loss: 3.3026, grad_norm: 2.6934 2020-07-26 02:37:09,332 - mmaction - INFO - Epoch [82][1220/3757] lr: 5.782e-02, eta: 2 days, 16:15:20, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5250, loss_cls: 3.3653, loss: 3.3653, grad_norm: 2.6940 2020-07-26 02:37:20,849 - mmaction - INFO - Epoch [82][1240/3757] lr: 5.782e-02, eta: 2 days, 16:15:05, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5305, loss_cls: 3.3563, loss: 3.3563, grad_norm: 2.6468 2020-07-26 02:37:32,190 - mmaction - INFO - Epoch [82][1260/3757] lr: 5.782e-02, eta: 2 days, 16:14:50, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5437, loss_cls: 3.3332, loss: 3.3332, grad_norm: 2.5666 2020-07-26 02:37:43,599 - mmaction - INFO - Epoch [82][1280/3757] lr: 5.782e-02, eta: 2 days, 16:14:36, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5117, loss_cls: 3.4045, loss: 3.4045, grad_norm: 2.6968 2020-07-26 02:37:55,037 - mmaction - INFO - Epoch [82][1300/3757] lr: 5.782e-02, eta: 2 days, 16:14:21, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4977, loss_cls: 3.4898, loss: 3.4898, grad_norm: 2.6764 2020-07-26 02:38:06,531 - mmaction - INFO - Epoch [82][1320/3757] lr: 5.782e-02, eta: 2 days, 16:14:06, time: 0.574, data_time: 0.006, memory: 5232, top1_acc: 0.2508, top5_acc: 0.5062, loss_cls: 3.4745, loss: 3.4745, grad_norm: 2.6256 2020-07-26 02:38:17,965 - mmaction - INFO - Epoch [82][1340/3757] lr: 5.782e-02, eta: 2 days, 16:13:52, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5047, loss_cls: 3.3955, loss: 3.3955, grad_norm: 2.6112 2020-07-26 02:38:29,467 - mmaction - INFO - Epoch [82][1360/3757] lr: 5.782e-02, eta: 2 days, 16:13:37, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.5055, loss_cls: 3.4569, loss: 3.4569, grad_norm: 2.6420 2020-07-26 02:38:40,843 - mmaction - INFO - Epoch [82][1380/3757] lr: 5.782e-02, eta: 2 days, 16:13:22, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5227, loss_cls: 3.4212, loss: 3.4212, grad_norm: 2.5662 2020-07-26 02:38:52,337 - mmaction - INFO - Epoch [82][1400/3757] lr: 5.782e-02, eta: 2 days, 16:13:08, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5477, loss_cls: 3.2563, loss: 3.2563, grad_norm: 2.6379 2020-07-26 02:39:03,776 - mmaction - INFO - Epoch [82][1420/3757] lr: 5.782e-02, eta: 2 days, 16:12:53, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5352, loss_cls: 3.3127, loss: 3.3127, grad_norm: 2.6683 2020-07-26 02:39:15,225 - mmaction - INFO - Epoch [82][1440/3757] lr: 5.782e-02, eta: 2 days, 16:12:38, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.5094, loss_cls: 3.4620, loss: 3.4620, grad_norm: 2.6507 2020-07-26 02:39:26,642 - mmaction - INFO - Epoch [82][1460/3757] lr: 5.782e-02, eta: 2 days, 16:12:24, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5477, loss_cls: 3.3267, loss: 3.3267, grad_norm: 2.6267 2020-07-26 02:39:38,176 - mmaction - INFO - Epoch [82][1480/3757] lr: 5.782e-02, eta: 2 days, 16:12:09, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5133, loss_cls: 3.3779, loss: 3.3779, grad_norm: 2.6711 2020-07-26 02:39:49,624 - mmaction - INFO - Epoch [82][1500/3757] lr: 5.782e-02, eta: 2 days, 16:11:54, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5273, loss_cls: 3.3374, loss: 3.3374, grad_norm: 2.7088 2020-07-26 02:40:00,981 - mmaction - INFO - Epoch [82][1520/3757] lr: 5.782e-02, eta: 2 days, 16:11:40, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.5078, loss_cls: 3.4626, loss: 3.4626, grad_norm: 2.7183 2020-07-26 02:40:12,452 - mmaction - INFO - Epoch [82][1540/3757] lr: 5.782e-02, eta: 2 days, 16:11:25, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5109, loss_cls: 3.4038, loss: 3.4038, grad_norm: 2.6040 2020-07-26 02:40:23,890 - mmaction - INFO - Epoch [82][1560/3757] lr: 5.782e-02, eta: 2 days, 16:11:10, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4867, loss_cls: 3.4780, loss: 3.4780, grad_norm: 2.6386 2020-07-26 02:40:35,401 - mmaction - INFO - Epoch [82][1580/3757] lr: 5.782e-02, eta: 2 days, 16:10:56, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5000, loss_cls: 3.4408, loss: 3.4408, grad_norm: 2.5776 2020-07-26 02:40:46,932 - mmaction - INFO - Epoch [82][1600/3757] lr: 5.782e-02, eta: 2 days, 16:10:41, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.5102, loss_cls: 3.4928, loss: 3.4928, grad_norm: 2.6204 2020-07-26 02:40:58,319 - mmaction - INFO - Epoch [82][1620/3757] lr: 5.782e-02, eta: 2 days, 16:10:27, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2492, top5_acc: 0.5148, loss_cls: 3.4665, loss: 3.4665, grad_norm: 2.6223 2020-07-26 02:41:09,743 - mmaction - INFO - Epoch [82][1640/3757] lr: 5.782e-02, eta: 2 days, 16:10:12, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5172, loss_cls: 3.3399, loss: 3.3399, grad_norm: 2.5270 2020-07-26 02:41:21,188 - mmaction - INFO - Epoch [82][1660/3757] lr: 5.782e-02, eta: 2 days, 16:09:57, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5125, loss_cls: 3.4459, loss: 3.4459, grad_norm: 2.6467 2020-07-26 02:41:32,642 - mmaction - INFO - Epoch [82][1680/3757] lr: 5.782e-02, eta: 2 days, 16:09:42, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4820, loss_cls: 3.5896, loss: 3.5896, grad_norm: 2.6532 2020-07-26 02:41:44,060 - mmaction - INFO - Epoch [82][1700/3757] lr: 5.782e-02, eta: 2 days, 16:09:28, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.5047, loss_cls: 3.5092, loss: 3.5092, grad_norm: 2.5965 2020-07-26 02:41:55,503 - mmaction - INFO - Epoch [82][1720/3757] lr: 5.782e-02, eta: 2 days, 16:09:13, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5102, loss_cls: 3.4457, loss: 3.4457, grad_norm: 2.5524 2020-07-26 02:42:06,836 - mmaction - INFO - Epoch [82][1740/3757] lr: 5.782e-02, eta: 2 days, 16:08:58, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5289, loss_cls: 3.3532, loss: 3.3532, grad_norm: 2.5043 2020-07-26 02:42:18,254 - mmaction - INFO - Epoch [82][1760/3757] lr: 5.782e-02, eta: 2 days, 16:08:43, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5367, loss_cls: 3.2737, loss: 3.2737, grad_norm: 2.5231 2020-07-26 02:42:29,738 - mmaction - INFO - Epoch [82][1780/3757] lr: 5.782e-02, eta: 2 days, 16:08:29, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5461, loss_cls: 3.3293, loss: 3.3293, grad_norm: 2.5727 2020-07-26 02:42:41,194 - mmaction - INFO - Epoch [82][1800/3757] lr: 5.782e-02, eta: 2 days, 16:08:14, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5219, loss_cls: 3.4465, loss: 3.4465, grad_norm: 2.6453 2020-07-26 02:42:52,467 - mmaction - INFO - Epoch [82][1820/3757] lr: 5.782e-02, eta: 2 days, 16:07:59, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5070, loss_cls: 3.4519, loss: 3.4519, grad_norm: 2.6018 2020-07-26 02:43:03,950 - mmaction - INFO - Epoch [82][1840/3757] lr: 5.782e-02, eta: 2 days, 16:07:45, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5188, loss_cls: 3.4024, loss: 3.4024, grad_norm: 2.5774 2020-07-26 02:43:15,442 - mmaction - INFO - Epoch [82][1860/3757] lr: 5.782e-02, eta: 2 days, 16:07:30, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5266, loss_cls: 3.3919, loss: 3.3919, grad_norm: 2.6421 2020-07-26 02:43:26,761 - mmaction - INFO - Epoch [82][1880/3757] lr: 5.782e-02, eta: 2 days, 16:07:15, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5086, loss_cls: 3.3655, loss: 3.3655, grad_norm: 2.6636 2020-07-26 02:43:38,263 - mmaction - INFO - Epoch [82][1900/3757] lr: 5.782e-02, eta: 2 days, 16:07:01, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5305, loss_cls: 3.3363, loss: 3.3363, grad_norm: 2.6855 2020-07-26 02:43:49,748 - mmaction - INFO - Epoch [82][1920/3757] lr: 5.782e-02, eta: 2 days, 16:06:46, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5016, loss_cls: 3.4753, loss: 3.4753, grad_norm: 2.6521 2020-07-26 02:44:01,315 - mmaction - INFO - Epoch [82][1940/3757] lr: 5.782e-02, eta: 2 days, 16:06:32, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5078, loss_cls: 3.4782, loss: 3.4782, grad_norm: 2.6415 2020-07-26 02:44:12,718 - mmaction - INFO - Epoch [82][1960/3757] lr: 5.782e-02, eta: 2 days, 16:06:17, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.5148, loss_cls: 3.4069, loss: 3.4069, grad_norm: 2.6812 2020-07-26 02:44:24,060 - mmaction - INFO - Epoch [82][1980/3757] lr: 5.782e-02, eta: 2 days, 16:06:02, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.5227, loss_cls: 3.4175, loss: 3.4175, grad_norm: 2.6481 2020-07-26 02:44:35,552 - mmaction - INFO - Epoch [82][2000/3757] lr: 5.782e-02, eta: 2 days, 16:05:47, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5297, loss_cls: 3.3574, loss: 3.3574, grad_norm: 2.6702 2020-07-26 02:44:46,936 - mmaction - INFO - Epoch [82][2020/3757] lr: 5.782e-02, eta: 2 days, 16:05:33, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5133, loss_cls: 3.4146, loss: 3.4146, grad_norm: 2.6733 2020-07-26 02:44:58,318 - mmaction - INFO - Epoch [82][2040/3757] lr: 5.782e-02, eta: 2 days, 16:05:18, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.4984, loss_cls: 3.4993, loss: 3.4993, grad_norm: 2.5829 2020-07-26 02:45:09,657 - mmaction - INFO - Epoch [82][2060/3757] lr: 5.782e-02, eta: 2 days, 16:05:03, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.5016, loss_cls: 3.4841, loss: 3.4841, grad_norm: 2.6197 2020-07-26 02:45:21,012 - mmaction - INFO - Epoch [82][2080/3757] lr: 5.782e-02, eta: 2 days, 16:04:48, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5180, loss_cls: 3.3899, loss: 3.3899, grad_norm: 2.5652 2020-07-26 02:45:32,332 - mmaction - INFO - Epoch [82][2100/3757] lr: 5.782e-02, eta: 2 days, 16:04:33, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5328, loss_cls: 3.3570, loss: 3.3570, grad_norm: 2.6914 2020-07-26 02:45:43,739 - mmaction - INFO - Epoch [82][2120/3757] lr: 5.782e-02, eta: 2 days, 16:04:19, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5430, loss_cls: 3.2919, loss: 3.2919, grad_norm: 2.5864 2020-07-26 02:45:55,096 - mmaction - INFO - Epoch [82][2140/3757] lr: 5.782e-02, eta: 2 days, 16:04:04, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5164, loss_cls: 3.4177, loss: 3.4177, grad_norm: 2.6180 2020-07-26 02:46:06,463 - mmaction - INFO - Epoch [82][2160/3757] lr: 5.782e-02, eta: 2 days, 16:03:49, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2437, top5_acc: 0.4727, loss_cls: 3.5979, loss: 3.5979, grad_norm: 2.5941 2020-07-26 02:46:17,923 - mmaction - INFO - Epoch [82][2180/3757] lr: 5.782e-02, eta: 2 days, 16:03:34, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2617, top5_acc: 0.4984, loss_cls: 3.4923, loss: 3.4923, grad_norm: 2.5689 2020-07-26 02:46:29,242 - mmaction - INFO - Epoch [82][2200/3757] lr: 5.782e-02, eta: 2 days, 16:03:19, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5211, loss_cls: 3.3663, loss: 3.3663, grad_norm: 2.5458 2020-07-26 02:46:40,644 - mmaction - INFO - Epoch [82][2220/3757] lr: 5.782e-02, eta: 2 days, 16:03:05, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.4969, loss_cls: 3.5515, loss: 3.5515, grad_norm: 2.6080 2020-07-26 02:46:52,150 - mmaction - INFO - Epoch [82][2240/3757] lr: 5.782e-02, eta: 2 days, 16:02:50, time: 0.575, data_time: 0.002, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5344, loss_cls: 3.3946, loss: 3.3946, grad_norm: 2.6042 2020-07-26 02:47:03,580 - mmaction - INFO - Epoch [82][2260/3757] lr: 5.782e-02, eta: 2 days, 16:02:35, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5453, loss_cls: 3.2488, loss: 3.2488, grad_norm: 2.5345 2020-07-26 02:47:15,007 - mmaction - INFO - Epoch [82][2280/3757] lr: 5.782e-02, eta: 2 days, 16:02:21, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.5078, loss_cls: 3.4239, loss: 3.4239, grad_norm: 2.5537 2020-07-26 02:47:26,414 - mmaction - INFO - Epoch [82][2300/3757] lr: 5.782e-02, eta: 2 days, 16:02:06, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2641, top5_acc: 0.5086, loss_cls: 3.4156, loss: 3.4156, grad_norm: 2.5186 2020-07-26 02:47:37,815 - mmaction - INFO - Epoch [82][2320/3757] lr: 5.782e-02, eta: 2 days, 16:01:51, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5070, loss_cls: 3.4436, loss: 3.4436, grad_norm: 2.5892 2020-07-26 02:47:49,305 - mmaction - INFO - Epoch [82][2340/3757] lr: 5.782e-02, eta: 2 days, 16:01:37, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5266, loss_cls: 3.4063, loss: 3.4063, grad_norm: 2.6230 2020-07-26 02:48:00,677 - mmaction - INFO - Epoch [82][2360/3757] lr: 5.782e-02, eta: 2 days, 16:01:22, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5266, loss_cls: 3.3992, loss: 3.3992, grad_norm: 2.5894 2020-07-26 02:48:12,058 - mmaction - INFO - Epoch [82][2380/3757] lr: 5.782e-02, eta: 2 days, 16:01:07, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2641, top5_acc: 0.5102, loss_cls: 3.4229, loss: 3.4229, grad_norm: 2.5481 2020-07-26 02:48:23,547 - mmaction - INFO - Epoch [82][2400/3757] lr: 5.782e-02, eta: 2 days, 16:00:53, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5422, loss_cls: 3.3853, loss: 3.3853, grad_norm: 2.5134 2020-07-26 02:48:34,972 - mmaction - INFO - Epoch [82][2420/3757] lr: 5.782e-02, eta: 2 days, 16:00:38, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5141, loss_cls: 3.3809, loss: 3.3809, grad_norm: 2.5851 2020-07-26 02:48:46,428 - mmaction - INFO - Epoch [82][2440/3757] lr: 5.782e-02, eta: 2 days, 16:00:23, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5367, loss_cls: 3.2779, loss: 3.2779, grad_norm: 2.6730 2020-07-26 02:48:57,873 - mmaction - INFO - Epoch [82][2460/3757] lr: 5.782e-02, eta: 2 days, 16:00:09, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5195, loss_cls: 3.4271, loss: 3.4271, grad_norm: 2.7170 2020-07-26 02:49:09,291 - mmaction - INFO - Epoch [82][2480/3757] lr: 5.782e-02, eta: 2 days, 15:59:54, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5102, loss_cls: 3.4127, loss: 3.4127, grad_norm: 2.5922 2020-07-26 02:49:20,775 - mmaction - INFO - Epoch [82][2500/3757] lr: 5.782e-02, eta: 2 days, 15:59:39, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.5242, loss_cls: 3.4163, loss: 3.4163, grad_norm: 2.6589 2020-07-26 02:49:32,211 - mmaction - INFO - Epoch [82][2520/3757] lr: 5.782e-02, eta: 2 days, 15:59:25, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5234, loss_cls: 3.4219, loss: 3.4219, grad_norm: 2.7258 2020-07-26 02:49:43,614 - mmaction - INFO - Epoch [82][2540/3757] lr: 5.782e-02, eta: 2 days, 15:59:10, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5234, loss_cls: 3.4332, loss: 3.4332, grad_norm: 2.6318 2020-07-26 02:49:54,997 - mmaction - INFO - Epoch [82][2560/3757] lr: 5.782e-02, eta: 2 days, 15:58:55, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.5094, loss_cls: 3.5106, loss: 3.5106, grad_norm: 2.6031 2020-07-26 02:50:06,449 - mmaction - INFO - Epoch [82][2580/3757] lr: 5.782e-02, eta: 2 days, 15:58:41, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.4977, loss_cls: 3.4708, loss: 3.4708, grad_norm: 2.5783 2020-07-26 02:50:17,871 - mmaction - INFO - Epoch [82][2600/3757] lr: 5.782e-02, eta: 2 days, 15:58:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5258, loss_cls: 3.3633, loss: 3.3633, grad_norm: 2.5732 2020-07-26 02:50:29,317 - mmaction - INFO - Epoch [82][2620/3757] lr: 5.782e-02, eta: 2 days, 15:58:11, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5281, loss_cls: 3.3798, loss: 3.3798, grad_norm: 2.6310 2020-07-26 02:50:40,664 - mmaction - INFO - Epoch [82][2640/3757] lr: 5.782e-02, eta: 2 days, 15:57:57, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5117, loss_cls: 3.4318, loss: 3.4318, grad_norm: 2.6172 2020-07-26 02:50:52,236 - mmaction - INFO - Epoch [82][2660/3757] lr: 5.782e-02, eta: 2 days, 15:57:42, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5086, loss_cls: 3.4326, loss: 3.4326, grad_norm: 2.5917 2020-07-26 02:51:03,615 - mmaction - INFO - Epoch [82][2680/3757] lr: 5.782e-02, eta: 2 days, 15:57:27, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5414, loss_cls: 3.3370, loss: 3.3370, grad_norm: 2.6931 2020-07-26 02:51:15,028 - mmaction - INFO - Epoch [82][2700/3757] lr: 5.782e-02, eta: 2 days, 15:57:13, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5242, loss_cls: 3.4288, loss: 3.4288, grad_norm: 2.5917 2020-07-26 02:51:26,417 - mmaction - INFO - Epoch [82][2720/3757] lr: 5.782e-02, eta: 2 days, 15:56:58, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5070, loss_cls: 3.4370, loss: 3.4370, grad_norm: 2.6271 2020-07-26 02:51:37,809 - mmaction - INFO - Epoch [82][2740/3757] lr: 5.782e-02, eta: 2 days, 15:56:43, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5305, loss_cls: 3.3996, loss: 3.3996, grad_norm: 2.6308 2020-07-26 02:51:49,246 - mmaction - INFO - Epoch [82][2760/3757] lr: 5.782e-02, eta: 2 days, 15:56:29, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5234, loss_cls: 3.4000, loss: 3.4000, grad_norm: 2.6237 2020-07-26 02:52:00,628 - mmaction - INFO - Epoch [82][2780/3757] lr: 5.782e-02, eta: 2 days, 15:56:14, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5156, loss_cls: 3.4060, loss: 3.4060, grad_norm: 2.5835 2020-07-26 02:52:11,982 - mmaction - INFO - Epoch [82][2800/3757] lr: 5.782e-02, eta: 2 days, 15:55:59, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4859, loss_cls: 3.5451, loss: 3.5451, grad_norm: 2.6352 2020-07-26 02:52:23,207 - mmaction - INFO - Epoch [82][2820/3757] lr: 5.782e-02, eta: 2 days, 15:55:44, time: 0.562, data_time: 0.004, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5102, loss_cls: 3.4115, loss: 3.4115, grad_norm: 2.4847 2020-07-26 02:52:34,550 - mmaction - INFO - Epoch [82][2840/3757] lr: 5.782e-02, eta: 2 days, 15:55:29, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5258, loss_cls: 3.3501, loss: 3.3501, grad_norm: 2.5284 2020-07-26 02:52:45,834 - mmaction - INFO - Epoch [82][2860/3757] lr: 5.782e-02, eta: 2 days, 15:55:14, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5461, loss_cls: 3.2626, loss: 3.2626, grad_norm: 2.6183 2020-07-26 02:52:57,264 - mmaction - INFO - Epoch [82][2880/3757] lr: 5.782e-02, eta: 2 days, 15:54:59, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5281, loss_cls: 3.3836, loss: 3.3836, grad_norm: 2.6978 2020-07-26 02:53:08,723 - mmaction - INFO - Epoch [82][2900/3757] lr: 5.782e-02, eta: 2 days, 15:54:45, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.2633, top5_acc: 0.5070, loss_cls: 3.4757, loss: 3.4757, grad_norm: 2.6788 2020-07-26 02:53:20,094 - mmaction - INFO - Epoch [82][2920/3757] lr: 5.782e-02, eta: 2 days, 15:54:30, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5016, loss_cls: 3.5429, loss: 3.5429, grad_norm: 2.5904 2020-07-26 02:53:31,532 - mmaction - INFO - Epoch [82][2940/3757] lr: 5.782e-02, eta: 2 days, 15:54:15, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5258, loss_cls: 3.3591, loss: 3.3591, grad_norm: 2.6285 2020-07-26 02:53:43,084 - mmaction - INFO - Epoch [82][2960/3757] lr: 5.782e-02, eta: 2 days, 15:54:01, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2641, top5_acc: 0.5242, loss_cls: 3.3333, loss: 3.3333, grad_norm: 2.5736 2020-07-26 02:53:54,543 - mmaction - INFO - Epoch [82][2980/3757] lr: 5.782e-02, eta: 2 days, 15:53:47, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5219, loss_cls: 3.4098, loss: 3.4098, grad_norm: 2.6678 2020-07-26 02:54:05,913 - mmaction - INFO - Epoch [82][3000/3757] lr: 5.782e-02, eta: 2 days, 15:53:32, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2641, top5_acc: 0.5133, loss_cls: 3.3876, loss: 3.3876, grad_norm: 2.6420 2020-07-26 02:54:17,334 - mmaction - INFO - Epoch [82][3020/3757] lr: 5.782e-02, eta: 2 days, 15:53:17, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4961, loss_cls: 3.4389, loss: 3.4389, grad_norm: 2.6781 2020-07-26 02:54:28,770 - mmaction - INFO - Epoch [82][3040/3757] lr: 5.782e-02, eta: 2 days, 15:53:02, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5281, loss_cls: 3.3757, loss: 3.3757, grad_norm: 2.5681 2020-07-26 02:54:40,179 - mmaction - INFO - Epoch [82][3060/3757] lr: 5.782e-02, eta: 2 days, 15:52:48, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5219, loss_cls: 3.3872, loss: 3.3872, grad_norm: 2.5859 2020-07-26 02:54:51,607 - mmaction - INFO - Epoch [82][3080/3757] lr: 5.782e-02, eta: 2 days, 15:52:33, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5117, loss_cls: 3.4609, loss: 3.4609, grad_norm: 2.6349 2020-07-26 02:55:03,094 - mmaction - INFO - Epoch [82][3100/3757] lr: 5.782e-02, eta: 2 days, 15:52:19, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5148, loss_cls: 3.4130, loss: 3.4130, grad_norm: 2.5346 2020-07-26 02:55:15,475 - mmaction - INFO - Epoch [82][3120/3757] lr: 5.782e-02, eta: 2 days, 15:52:06, time: 0.619, data_time: 0.001, memory: 5232, top1_acc: 0.2578, top5_acc: 0.5016, loss_cls: 3.4731, loss: 3.4731, grad_norm: 2.6363 2020-07-26 02:55:26,955 - mmaction - INFO - Epoch [82][3140/3757] lr: 5.782e-02, eta: 2 days, 15:51:51, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5312, loss_cls: 3.3782, loss: 3.3782, grad_norm: 2.5786 2020-07-26 02:55:38,385 - mmaction - INFO - Epoch [82][3160/3757] lr: 5.782e-02, eta: 2 days, 15:51:37, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5016, loss_cls: 3.4505, loss: 3.4505, grad_norm: 2.5984 2020-07-26 02:55:49,852 - mmaction - INFO - Epoch [82][3180/3757] lr: 5.782e-02, eta: 2 days, 15:51:22, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5188, loss_cls: 3.3862, loss: 3.3862, grad_norm: 2.4997 2020-07-26 02:56:01,299 - mmaction - INFO - Epoch [82][3200/3757] lr: 5.782e-02, eta: 2 days, 15:51:08, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5164, loss_cls: 3.4027, loss: 3.4027, grad_norm: 2.6175 2020-07-26 02:56:12,710 - mmaction - INFO - Epoch [82][3220/3757] lr: 5.782e-02, eta: 2 days, 15:50:53, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5234, loss_cls: 3.4490, loss: 3.4490, grad_norm: 2.6396 2020-07-26 02:56:24,137 - mmaction - INFO - Epoch [82][3240/3757] lr: 5.782e-02, eta: 2 days, 15:50:38, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5227, loss_cls: 3.3649, loss: 3.3649, grad_norm: 2.5604 2020-07-26 02:56:35,610 - mmaction - INFO - Epoch [82][3260/3757] lr: 5.782e-02, eta: 2 days, 15:50:24, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2633, top5_acc: 0.4984, loss_cls: 3.5496, loss: 3.5496, grad_norm: 2.6653 2020-07-26 02:56:47,108 - mmaction - INFO - Epoch [82][3280/3757] lr: 5.782e-02, eta: 2 days, 15:50:09, time: 0.575, data_time: 0.002, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5281, loss_cls: 3.3808, loss: 3.3808, grad_norm: 2.5606 2020-07-26 02:56:58,570 - mmaction - INFO - Epoch [82][3300/3757] lr: 5.782e-02, eta: 2 days, 15:49:55, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5117, loss_cls: 3.3894, loss: 3.3894, grad_norm: 2.6129 2020-07-26 02:57:09,945 - mmaction - INFO - Epoch [82][3320/3757] lr: 5.782e-02, eta: 2 days, 15:49:40, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5164, loss_cls: 3.3952, loss: 3.3952, grad_norm: 2.5530 2020-07-26 02:57:21,383 - mmaction - INFO - Epoch [82][3340/3757] lr: 5.782e-02, eta: 2 days, 15:49:25, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5320, loss_cls: 3.3096, loss: 3.3096, grad_norm: 2.6019 2020-07-26 02:57:32,820 - mmaction - INFO - Epoch [82][3360/3757] lr: 5.782e-02, eta: 2 days, 15:49:11, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5328, loss_cls: 3.3383, loss: 3.3383, grad_norm: 2.6841 2020-07-26 02:57:44,309 - mmaction - INFO - Epoch [82][3380/3757] lr: 5.782e-02, eta: 2 days, 15:48:56, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2641, top5_acc: 0.5258, loss_cls: 3.4044, loss: 3.4044, grad_norm: 2.6752 2020-07-26 02:57:55,743 - mmaction - INFO - Epoch [82][3400/3757] lr: 5.782e-02, eta: 2 days, 15:48:41, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5312, loss_cls: 3.3647, loss: 3.3647, grad_norm: 2.6857 2020-07-26 02:58:07,162 - mmaction - INFO - Epoch [82][3420/3757] lr: 5.782e-02, eta: 2 days, 15:48:27, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5062, loss_cls: 3.4591, loss: 3.4591, grad_norm: 2.7071 2020-07-26 02:58:18,611 - mmaction - INFO - Epoch [82][3440/3757] lr: 5.782e-02, eta: 2 days, 15:48:12, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.5195, loss_cls: 3.4414, loss: 3.4414, grad_norm: 2.6549 2020-07-26 02:58:30,057 - mmaction - INFO - Epoch [82][3460/3757] lr: 5.782e-02, eta: 2 days, 15:47:58, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2492, top5_acc: 0.4961, loss_cls: 3.5375, loss: 3.5375, grad_norm: 2.6020 2020-07-26 02:58:41,408 - mmaction - INFO - Epoch [82][3480/3757] lr: 5.782e-02, eta: 2 days, 15:47:43, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.4984, loss_cls: 3.4666, loss: 3.4666, grad_norm: 2.5964 2020-07-26 02:58:52,820 - mmaction - INFO - Epoch [82][3500/3757] lr: 5.782e-02, eta: 2 days, 15:47:28, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5203, loss_cls: 3.4190, loss: 3.4190, grad_norm: 2.5828 2020-07-26 02:59:04,225 - mmaction - INFO - Epoch [82][3520/3757] lr: 5.782e-02, eta: 2 days, 15:47:13, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5023, loss_cls: 3.4540, loss: 3.4540, grad_norm: 2.6436 2020-07-26 02:59:15,657 - mmaction - INFO - Epoch [82][3540/3757] lr: 5.782e-02, eta: 2 days, 15:46:59, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.5367, loss_cls: 3.3537, loss: 3.3537, grad_norm: 2.6011 2020-07-26 02:59:27,039 - mmaction - INFO - Epoch [82][3560/3757] lr: 5.782e-02, eta: 2 days, 15:46:44, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5336, loss_cls: 3.3188, loss: 3.3188, grad_norm: 2.5214 2020-07-26 02:59:38,471 - mmaction - INFO - Epoch [82][3580/3757] lr: 5.782e-02, eta: 2 days, 15:46:29, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5188, loss_cls: 3.4686, loss: 3.4686, grad_norm: 2.6974 2020-07-26 02:59:49,947 - mmaction - INFO - Epoch [82][3600/3757] lr: 5.782e-02, eta: 2 days, 15:46:15, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5133, loss_cls: 3.4201, loss: 3.4201, grad_norm: 2.6360 2020-07-26 03:00:01,453 - mmaction - INFO - Epoch [82][3620/3757] lr: 5.782e-02, eta: 2 days, 15:46:00, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5477, loss_cls: 3.3125, loss: 3.3125, grad_norm: 2.6519 2020-07-26 03:00:18,270 - mmaction - INFO - Epoch [82][3640/3757] lr: 5.782e-02, eta: 2 days, 15:45:57, time: 0.840, data_time: 0.009, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5062, loss_cls: 3.4851, loss: 3.4851, grad_norm: 2.6280 2020-07-26 03:00:29,755 - mmaction - INFO - Epoch [82][3660/3757] lr: 5.782e-02, eta: 2 days, 15:45:43, time: 0.576, data_time: 0.005, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5086, loss_cls: 3.4487, loss: 3.4487, grad_norm: 2.5623 2020-07-26 03:00:41,209 - mmaction - INFO - Epoch [82][3680/3757] lr: 5.782e-02, eta: 2 days, 15:45:28, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5172, loss_cls: 3.3638, loss: 3.3638, grad_norm: 2.5528 2020-07-26 03:00:52,762 - mmaction - INFO - Epoch [82][3700/3757] lr: 5.782e-02, eta: 2 days, 15:45:14, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5250, loss_cls: 3.3395, loss: 3.3395, grad_norm: 2.6031 2020-07-26 03:01:04,101 - mmaction - INFO - Epoch [82][3720/3757] lr: 5.782e-02, eta: 2 days, 15:44:59, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5352, loss_cls: 3.2586, loss: 3.2586, grad_norm: 2.6271 2020-07-26 03:01:15,515 - mmaction - INFO - Epoch [82][3740/3757] lr: 5.782e-02, eta: 2 days, 15:44:44, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5398, loss_cls: 3.2680, loss: 3.2680, grad_norm: 2.6117 2020-07-26 03:04:25,449 - mmaction - INFO - Epoch [83][20/3757] lr: 5.696e-02, eta: 2 days, 15:49:35, time: 8.672, data_time: 7.992, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5258, loss_cls: 3.4301, loss: 3.4301, grad_norm: 2.6101 2020-07-26 03:04:36,783 - mmaction - INFO - Epoch [83][40/3757] lr: 5.696e-02, eta: 2 days, 15:49:20, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5383, loss_cls: 3.3077, loss: 3.3077, grad_norm: 2.5542 2020-07-26 03:04:48,249 - mmaction - INFO - Epoch [83][60/3757] lr: 5.696e-02, eta: 2 days, 15:49:05, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5336, loss_cls: 3.3552, loss: 3.3552, grad_norm: 2.5780 2020-07-26 03:04:59,581 - mmaction - INFO - Epoch [83][80/3757] lr: 5.696e-02, eta: 2 days, 15:48:50, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5359, loss_cls: 3.3255, loss: 3.3255, grad_norm: 2.6414 2020-07-26 03:05:10,966 - mmaction - INFO - Epoch [83][100/3757] lr: 5.696e-02, eta: 2 days, 15:48:36, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5508, loss_cls: 3.2732, loss: 3.2732, grad_norm: 2.5967 2020-07-26 03:05:22,352 - mmaction - INFO - Epoch [83][120/3757] lr: 5.696e-02, eta: 2 days, 15:48:21, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5258, loss_cls: 3.3372, loss: 3.3372, grad_norm: 2.5702 2020-07-26 03:05:33,708 - mmaction - INFO - Epoch [83][140/3757] lr: 5.696e-02, eta: 2 days, 15:48:06, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2633, top5_acc: 0.5125, loss_cls: 3.3590, loss: 3.3590, grad_norm: 2.5883 2020-07-26 03:05:45,173 - mmaction - INFO - Epoch [83][160/3757] lr: 5.696e-02, eta: 2 days, 15:47:51, time: 0.573, data_time: 0.011, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5086, loss_cls: 3.3687, loss: 3.3687, grad_norm: 2.6437 2020-07-26 03:05:56,526 - mmaction - INFO - Epoch [83][180/3757] lr: 5.696e-02, eta: 2 days, 15:47:36, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4852, loss_cls: 3.5152, loss: 3.5152, grad_norm: 2.6521 2020-07-26 03:06:07,889 - mmaction - INFO - Epoch [83][200/3757] lr: 5.696e-02, eta: 2 days, 15:47:22, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5227, loss_cls: 3.3399, loss: 3.3399, grad_norm: 2.5964 2020-07-26 03:06:19,213 - mmaction - INFO - Epoch [83][220/3757] lr: 5.696e-02, eta: 2 days, 15:47:07, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5164, loss_cls: 3.4437, loss: 3.4437, grad_norm: 2.6981 2020-07-26 03:06:30,507 - mmaction - INFO - Epoch [83][240/3757] lr: 5.696e-02, eta: 2 days, 15:46:52, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5039, loss_cls: 3.4259, loss: 3.4259, grad_norm: 2.5918 2020-07-26 03:06:41,921 - mmaction - INFO - Epoch [83][260/3757] lr: 5.696e-02, eta: 2 days, 15:46:37, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2484, top5_acc: 0.5062, loss_cls: 3.3956, loss: 3.3956, grad_norm: 2.5579 2020-07-26 03:06:53,297 - mmaction - INFO - Epoch [83][280/3757] lr: 5.696e-02, eta: 2 days, 15:46:22, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5305, loss_cls: 3.3395, loss: 3.3395, grad_norm: 2.6041 2020-07-26 03:07:04,702 - mmaction - INFO - Epoch [83][300/3757] lr: 5.696e-02, eta: 2 days, 15:46:08, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5242, loss_cls: 3.3572, loss: 3.3572, grad_norm: 2.5829 2020-07-26 03:07:16,060 - mmaction - INFO - Epoch [83][320/3757] lr: 5.696e-02, eta: 2 days, 15:45:53, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2695, top5_acc: 0.4859, loss_cls: 3.4949, loss: 3.4949, grad_norm: 2.6435 2020-07-26 03:07:27,385 - mmaction - INFO - Epoch [83][340/3757] lr: 5.696e-02, eta: 2 days, 15:45:38, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5008, loss_cls: 3.4636, loss: 3.4636, grad_norm: 2.6047 2020-07-26 03:07:38,742 - mmaction - INFO - Epoch [83][360/3757] lr: 5.696e-02, eta: 2 days, 15:45:23, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5172, loss_cls: 3.3590, loss: 3.3590, grad_norm: 2.5939 2020-07-26 03:07:50,149 - mmaction - INFO - Epoch [83][380/3757] lr: 5.696e-02, eta: 2 days, 15:45:08, time: 0.571, data_time: 0.010, memory: 5232, top1_acc: 0.2539, top5_acc: 0.5102, loss_cls: 3.4343, loss: 3.4343, grad_norm: 2.7206 2020-07-26 03:08:01,461 - mmaction - INFO - Epoch [83][400/3757] lr: 5.696e-02, eta: 2 days, 15:44:54, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5297, loss_cls: 3.3141, loss: 3.3141, grad_norm: 2.6724 2020-07-26 03:08:12,811 - mmaction - INFO - Epoch [83][420/3757] lr: 5.696e-02, eta: 2 days, 15:44:39, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.5016, loss_cls: 3.4672, loss: 3.4672, grad_norm: 2.6461 2020-07-26 03:08:24,120 - mmaction - INFO - Epoch [83][440/3757] lr: 5.696e-02, eta: 2 days, 15:44:24, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5352, loss_cls: 3.3858, loss: 3.3858, grad_norm: 2.6212 2020-07-26 03:08:35,448 - mmaction - INFO - Epoch [83][460/3757] lr: 5.696e-02, eta: 2 days, 15:44:09, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5109, loss_cls: 3.4094, loss: 3.4094, grad_norm: 2.6025 2020-07-26 03:08:46,887 - mmaction - INFO - Epoch [83][480/3757] lr: 5.696e-02, eta: 2 days, 15:43:54, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5250, loss_cls: 3.4070, loss: 3.4070, grad_norm: 2.6973 2020-07-26 03:08:58,205 - mmaction - INFO - Epoch [83][500/3757] lr: 5.696e-02, eta: 2 days, 15:43:39, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5203, loss_cls: 3.3739, loss: 3.3739, grad_norm: 2.6296 2020-07-26 03:09:09,568 - mmaction - INFO - Epoch [83][520/3757] lr: 5.696e-02, eta: 2 days, 15:43:25, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5219, loss_cls: 3.3486, loss: 3.3486, grad_norm: 2.5544 2020-07-26 03:09:20,946 - mmaction - INFO - Epoch [83][540/3757] lr: 5.696e-02, eta: 2 days, 15:43:10, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5227, loss_cls: 3.3648, loss: 3.3648, grad_norm: 2.6985 2020-07-26 03:09:32,373 - mmaction - INFO - Epoch [83][560/3757] lr: 5.696e-02, eta: 2 days, 15:42:55, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5148, loss_cls: 3.4100, loss: 3.4100, grad_norm: 2.7160 2020-07-26 03:09:43,830 - mmaction - INFO - Epoch [83][580/3757] lr: 5.696e-02, eta: 2 days, 15:42:41, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5070, loss_cls: 3.4712, loss: 3.4712, grad_norm: 2.5782 2020-07-26 03:09:55,198 - mmaction - INFO - Epoch [83][600/3757] lr: 5.696e-02, eta: 2 days, 15:42:26, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5008, loss_cls: 3.4377, loss: 3.4377, grad_norm: 2.5787 2020-07-26 03:10:06,675 - mmaction - INFO - Epoch [83][620/3757] lr: 5.696e-02, eta: 2 days, 15:42:11, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5563, loss_cls: 3.2691, loss: 3.2691, grad_norm: 2.5602 2020-07-26 03:10:18,131 - mmaction - INFO - Epoch [83][640/3757] lr: 5.696e-02, eta: 2 days, 15:41:57, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5391, loss_cls: 3.3155, loss: 3.3155, grad_norm: 2.6943 2020-07-26 03:10:29,378 - mmaction - INFO - Epoch [83][660/3757] lr: 5.696e-02, eta: 2 days, 15:41:42, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5180, loss_cls: 3.4459, loss: 3.4459, grad_norm: 2.6921 2020-07-26 03:10:40,785 - mmaction - INFO - Epoch [83][680/3757] lr: 5.696e-02, eta: 2 days, 15:41:27, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5289, loss_cls: 3.2930, loss: 3.2930, grad_norm: 2.5776 2020-07-26 03:10:52,192 - mmaction - INFO - Epoch [83][700/3757] lr: 5.696e-02, eta: 2 days, 15:41:12, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5266, loss_cls: 3.3539, loss: 3.3539, grad_norm: 2.6793 2020-07-26 03:11:03,506 - mmaction - INFO - Epoch [83][720/3757] lr: 5.696e-02, eta: 2 days, 15:40:57, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5234, loss_cls: 3.3387, loss: 3.3387, grad_norm: 2.6008 2020-07-26 03:11:14,894 - mmaction - INFO - Epoch [83][740/3757] lr: 5.696e-02, eta: 2 days, 15:40:43, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5211, loss_cls: 3.3699, loss: 3.3699, grad_norm: 2.6709 2020-07-26 03:11:26,332 - mmaction - INFO - Epoch [83][760/3757] lr: 5.696e-02, eta: 2 days, 15:40:28, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5266, loss_cls: 3.3988, loss: 3.3988, grad_norm: 2.6775 2020-07-26 03:11:37,724 - mmaction - INFO - Epoch [83][780/3757] lr: 5.696e-02, eta: 2 days, 15:40:13, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5430, loss_cls: 3.2825, loss: 3.2825, grad_norm: 2.6140 2020-07-26 03:11:49,194 - mmaction - INFO - Epoch [83][800/3757] lr: 5.696e-02, eta: 2 days, 15:39:59, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5406, loss_cls: 3.3213, loss: 3.3213, grad_norm: 2.6969 2020-07-26 03:12:00,723 - mmaction - INFO - Epoch [83][820/3757] lr: 5.696e-02, eta: 2 days, 15:39:44, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5344, loss_cls: 3.3549, loss: 3.3549, grad_norm: 2.7659 2020-07-26 03:12:12,123 - mmaction - INFO - Epoch [83][840/3757] lr: 5.696e-02, eta: 2 days, 15:39:29, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5320, loss_cls: 3.3052, loss: 3.3052, grad_norm: 2.5976 2020-07-26 03:12:23,534 - mmaction - INFO - Epoch [83][860/3757] lr: 5.696e-02, eta: 2 days, 15:39:15, time: 0.571, data_time: 0.001, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5219, loss_cls: 3.4189, loss: 3.4189, grad_norm: 2.6923 2020-07-26 03:12:34,982 - mmaction - INFO - Epoch [83][880/3757] lr: 5.696e-02, eta: 2 days, 15:39:00, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5227, loss_cls: 3.3909, loss: 3.3909, grad_norm: 2.7361 2020-07-26 03:12:46,472 - mmaction - INFO - Epoch [83][900/3757] lr: 5.696e-02, eta: 2 days, 15:38:46, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5211, loss_cls: 3.3870, loss: 3.3870, grad_norm: 2.6276 2020-07-26 03:12:57,904 - mmaction - INFO - Epoch [83][920/3757] lr: 5.696e-02, eta: 2 days, 15:38:31, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5156, loss_cls: 3.3871, loss: 3.3871, grad_norm: 2.6297 2020-07-26 03:13:09,307 - mmaction - INFO - Epoch [83][940/3757] lr: 5.696e-02, eta: 2 days, 15:38:16, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5430, loss_cls: 3.3002, loss: 3.3002, grad_norm: 2.6505 2020-07-26 03:13:20,801 - mmaction - INFO - Epoch [83][960/3757] lr: 5.696e-02, eta: 2 days, 15:38:02, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5367, loss_cls: 3.3403, loss: 3.3403, grad_norm: 2.6728 2020-07-26 03:13:32,066 - mmaction - INFO - Epoch [83][980/3757] lr: 5.696e-02, eta: 2 days, 15:37:47, time: 0.563, data_time: 0.001, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5266, loss_cls: 3.3799, loss: 3.3799, grad_norm: 2.6699 2020-07-26 03:13:43,534 - mmaction - INFO - Epoch [83][1000/3757] lr: 5.696e-02, eta: 2 days, 15:37:32, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4961, loss_cls: 3.4887, loss: 3.4887, grad_norm: 2.6800 2020-07-26 03:13:54,931 - mmaction - INFO - Epoch [83][1020/3757] lr: 5.696e-02, eta: 2 days, 15:37:18, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4930, loss_cls: 3.4614, loss: 3.4614, grad_norm: 2.6312 2020-07-26 03:14:06,348 - mmaction - INFO - Epoch [83][1040/3757] lr: 5.696e-02, eta: 2 days, 15:37:03, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5344, loss_cls: 3.3307, loss: 3.3307, grad_norm: 2.5764 2020-07-26 03:14:17,854 - mmaction - INFO - Epoch [83][1060/3757] lr: 5.696e-02, eta: 2 days, 15:36:48, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5172, loss_cls: 3.3823, loss: 3.3823, grad_norm: 2.7058 2020-07-26 03:14:29,231 - mmaction - INFO - Epoch [83][1080/3757] lr: 5.696e-02, eta: 2 days, 15:36:34, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5234, loss_cls: 3.4325, loss: 3.4325, grad_norm: 2.6627 2020-07-26 03:14:40,662 - mmaction - INFO - Epoch [83][1100/3757] lr: 5.696e-02, eta: 2 days, 15:36:19, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4969, loss_cls: 3.4853, loss: 3.4853, grad_norm: 2.7124 2020-07-26 03:14:52,140 - mmaction - INFO - Epoch [83][1120/3757] lr: 5.696e-02, eta: 2 days, 15:36:04, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5531, loss_cls: 3.2735, loss: 3.2735, grad_norm: 2.5976 2020-07-26 03:15:03,520 - mmaction - INFO - Epoch [83][1140/3757] lr: 5.696e-02, eta: 2 days, 15:35:50, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2578, top5_acc: 0.5031, loss_cls: 3.4899, loss: 3.4899, grad_norm: 2.6439 2020-07-26 03:15:14,960 - mmaction - INFO - Epoch [83][1160/3757] lr: 5.696e-02, eta: 2 days, 15:35:35, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5344, loss_cls: 3.3688, loss: 3.3688, grad_norm: 2.5825 2020-07-26 03:15:26,394 - mmaction - INFO - Epoch [83][1180/3757] lr: 5.696e-02, eta: 2 days, 15:35:21, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5156, loss_cls: 3.4065, loss: 3.4065, grad_norm: 2.6750 2020-07-26 03:15:37,755 - mmaction - INFO - Epoch [83][1200/3757] lr: 5.696e-02, eta: 2 days, 15:35:06, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5227, loss_cls: 3.4293, loss: 3.4293, grad_norm: 2.7278 2020-07-26 03:15:49,103 - mmaction - INFO - Epoch [83][1220/3757] lr: 5.696e-02, eta: 2 days, 15:34:51, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5344, loss_cls: 3.3520, loss: 3.3520, grad_norm: 2.6396 2020-07-26 03:16:00,399 - mmaction - INFO - Epoch [83][1240/3757] lr: 5.696e-02, eta: 2 days, 15:34:36, time: 0.564, data_time: 0.002, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5109, loss_cls: 3.4489, loss: 3.4489, grad_norm: 2.5936 2020-07-26 03:16:11,821 - mmaction - INFO - Epoch [83][1260/3757] lr: 5.696e-02, eta: 2 days, 15:34:21, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5023, loss_cls: 3.4045, loss: 3.4045, grad_norm: 2.5726 2020-07-26 03:16:23,270 - mmaction - INFO - Epoch [83][1280/3757] lr: 5.696e-02, eta: 2 days, 15:34:07, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5102, loss_cls: 3.3712, loss: 3.3712, grad_norm: 2.6283 2020-07-26 03:16:34,732 - mmaction - INFO - Epoch [83][1300/3757] lr: 5.696e-02, eta: 2 days, 15:33:52, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5102, loss_cls: 3.4578, loss: 3.4578, grad_norm: 2.6778 2020-07-26 03:16:46,144 - mmaction - INFO - Epoch [83][1320/3757] lr: 5.696e-02, eta: 2 days, 15:33:38, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5359, loss_cls: 3.3209, loss: 3.3209, grad_norm: 2.5613 2020-07-26 03:16:57,641 - mmaction - INFO - Epoch [83][1340/3757] lr: 5.696e-02, eta: 2 days, 15:33:23, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5188, loss_cls: 3.3484, loss: 3.3484, grad_norm: 2.5706 2020-07-26 03:17:09,024 - mmaction - INFO - Epoch [83][1360/3757] lr: 5.696e-02, eta: 2 days, 15:33:08, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5242, loss_cls: 3.2897, loss: 3.2897, grad_norm: 2.6038 2020-07-26 03:17:20,518 - mmaction - INFO - Epoch [83][1380/3757] lr: 5.696e-02, eta: 2 days, 15:32:54, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5133, loss_cls: 3.3798, loss: 3.3798, grad_norm: 2.6216 2020-07-26 03:17:31,859 - mmaction - INFO - Epoch [83][1400/3757] lr: 5.696e-02, eta: 2 days, 15:32:39, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5289, loss_cls: 3.3578, loss: 3.3578, grad_norm: 2.6151 2020-07-26 03:17:43,208 - mmaction - INFO - Epoch [83][1420/3757] lr: 5.696e-02, eta: 2 days, 15:32:24, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.5023, loss_cls: 3.4776, loss: 3.4776, grad_norm: 2.7023 2020-07-26 03:17:54,651 - mmaction - INFO - Epoch [83][1440/3757] lr: 5.696e-02, eta: 2 days, 15:32:10, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5227, loss_cls: 3.4185, loss: 3.4185, grad_norm: 2.5399 2020-07-26 03:18:06,096 - mmaction - INFO - Epoch [83][1460/3757] lr: 5.696e-02, eta: 2 days, 15:31:55, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5102, loss_cls: 3.3835, loss: 3.3835, grad_norm: 2.5719 2020-07-26 03:18:17,496 - mmaction - INFO - Epoch [83][1480/3757] lr: 5.696e-02, eta: 2 days, 15:31:40, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5242, loss_cls: 3.3403, loss: 3.3403, grad_norm: 2.5689 2020-07-26 03:18:28,857 - mmaction - INFO - Epoch [83][1500/3757] lr: 5.696e-02, eta: 2 days, 15:31:26, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5398, loss_cls: 3.3268, loss: 3.3268, grad_norm: 2.6075 2020-07-26 03:18:40,301 - mmaction - INFO - Epoch [83][1520/3757] lr: 5.696e-02, eta: 2 days, 15:31:11, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5055, loss_cls: 3.4563, loss: 3.4563, grad_norm: 2.5466 2020-07-26 03:18:51,716 - mmaction - INFO - Epoch [83][1540/3757] lr: 5.696e-02, eta: 2 days, 15:30:56, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5188, loss_cls: 3.3397, loss: 3.3397, grad_norm: 2.5049 2020-07-26 03:19:03,132 - mmaction - INFO - Epoch [83][1560/3757] lr: 5.696e-02, eta: 2 days, 15:30:42, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2391, top5_acc: 0.5000, loss_cls: 3.5193, loss: 3.5193, grad_norm: 2.6103 2020-07-26 03:19:14,611 - mmaction - INFO - Epoch [83][1580/3757] lr: 5.696e-02, eta: 2 days, 15:30:27, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2953, top5_acc: 0.5508, loss_cls: 3.2711, loss: 3.2711, grad_norm: 2.5233 2020-07-26 03:19:25,990 - mmaction - INFO - Epoch [83][1600/3757] lr: 5.696e-02, eta: 2 days, 15:30:13, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5203, loss_cls: 3.3725, loss: 3.3725, grad_norm: 2.6198 2020-07-26 03:19:37,431 - mmaction - INFO - Epoch [83][1620/3757] lr: 5.696e-02, eta: 2 days, 15:29:58, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5203, loss_cls: 3.4082, loss: 3.4082, grad_norm: 2.6517 2020-07-26 03:19:48,807 - mmaction - INFO - Epoch [83][1640/3757] lr: 5.696e-02, eta: 2 days, 15:29:43, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5602, loss_cls: 3.2393, loss: 3.2393, grad_norm: 2.6527 2020-07-26 03:20:00,117 - mmaction - INFO - Epoch [83][1660/3757] lr: 5.696e-02, eta: 2 days, 15:29:28, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.5008, loss_cls: 3.5330, loss: 3.5330, grad_norm: 2.6749 2020-07-26 03:20:11,711 - mmaction - INFO - Epoch [83][1680/3757] lr: 5.696e-02, eta: 2 days, 15:29:14, time: 0.579, data_time: 0.015, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5305, loss_cls: 3.2909, loss: 3.2909, grad_norm: 2.5421 2020-07-26 03:20:23,091 - mmaction - INFO - Epoch [83][1700/3757] lr: 5.696e-02, eta: 2 days, 15:28:59, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5367, loss_cls: 3.2933, loss: 3.2933, grad_norm: 2.6338 2020-07-26 03:20:34,464 - mmaction - INFO - Epoch [83][1720/3757] lr: 5.696e-02, eta: 2 days, 15:28:45, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2781, top5_acc: 0.4906, loss_cls: 3.4739, loss: 3.4739, grad_norm: 2.6477 2020-07-26 03:20:45,825 - mmaction - INFO - Epoch [83][1740/3757] lr: 5.696e-02, eta: 2 days, 15:28:30, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.5156, loss_cls: 3.4265, loss: 3.4265, grad_norm: 2.7158 2020-07-26 03:20:57,271 - mmaction - INFO - Epoch [83][1760/3757] lr: 5.696e-02, eta: 2 days, 15:28:15, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5328, loss_cls: 3.3178, loss: 3.3178, grad_norm: 2.5963 2020-07-26 03:21:08,622 - mmaction - INFO - Epoch [83][1780/3757] lr: 5.696e-02, eta: 2 days, 15:28:00, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5312, loss_cls: 3.3364, loss: 3.3364, grad_norm: 2.6679 2020-07-26 03:21:20,034 - mmaction - INFO - Epoch [83][1800/3757] lr: 5.696e-02, eta: 2 days, 15:27:46, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5109, loss_cls: 3.4304, loss: 3.4304, grad_norm: 2.7309 2020-07-26 03:21:31,316 - mmaction - INFO - Epoch [83][1820/3757] lr: 5.696e-02, eta: 2 days, 15:27:31, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5164, loss_cls: 3.4092, loss: 3.4092, grad_norm: 2.7362 2020-07-26 03:21:42,657 - mmaction - INFO - Epoch [83][1840/3757] lr: 5.696e-02, eta: 2 days, 15:27:16, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5344, loss_cls: 3.3207, loss: 3.3207, grad_norm: 2.5971 2020-07-26 03:21:54,069 - mmaction - INFO - Epoch [83][1860/3757] lr: 5.696e-02, eta: 2 days, 15:27:01, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4945, loss_cls: 3.4765, loss: 3.4765, grad_norm: 2.6693 2020-07-26 03:22:05,553 - mmaction - INFO - Epoch [83][1880/3757] lr: 5.696e-02, eta: 2 days, 15:26:47, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5195, loss_cls: 3.3957, loss: 3.3957, grad_norm: 2.6264 2020-07-26 03:22:17,058 - mmaction - INFO - Epoch [83][1900/3757] lr: 5.696e-02, eta: 2 days, 15:26:33, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5141, loss_cls: 3.3701, loss: 3.3701, grad_norm: 2.6281 2020-07-26 03:22:28,447 - mmaction - INFO - Epoch [83][1920/3757] lr: 5.696e-02, eta: 2 days, 15:26:18, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5078, loss_cls: 3.4685, loss: 3.4685, grad_norm: 2.6655 2020-07-26 03:22:39,762 - mmaction - INFO - Epoch [83][1940/3757] lr: 5.696e-02, eta: 2 days, 15:26:03, time: 0.566, data_time: 0.004, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5273, loss_cls: 3.3960, loss: 3.3960, grad_norm: 2.6762 2020-07-26 03:22:51,217 - mmaction - INFO - Epoch [83][1960/3757] lr: 5.696e-02, eta: 2 days, 15:25:48, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5258, loss_cls: 3.3468, loss: 3.3468, grad_norm: 2.6349 2020-07-26 03:23:02,612 - mmaction - INFO - Epoch [83][1980/3757] lr: 5.696e-02, eta: 2 days, 15:25:34, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5375, loss_cls: 3.2766, loss: 3.2766, grad_norm: 2.6395 2020-07-26 03:23:14,012 - mmaction - INFO - Epoch [83][2000/3757] lr: 5.696e-02, eta: 2 days, 15:25:19, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.4953, loss_cls: 3.4908, loss: 3.4908, grad_norm: 2.6829 2020-07-26 03:23:25,346 - mmaction - INFO - Epoch [83][2020/3757] lr: 5.696e-02, eta: 2 days, 15:25:04, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5055, loss_cls: 3.4182, loss: 3.4182, grad_norm: 2.6553 2020-07-26 03:23:36,767 - mmaction - INFO - Epoch [83][2040/3757] lr: 5.696e-02, eta: 2 days, 15:24:50, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5352, loss_cls: 3.3570, loss: 3.3570, grad_norm: 2.6185 2020-07-26 03:23:48,221 - mmaction - INFO - Epoch [83][2060/3757] lr: 5.696e-02, eta: 2 days, 15:24:35, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5125, loss_cls: 3.4253, loss: 3.4253, grad_norm: 2.6996 2020-07-26 03:23:59,705 - mmaction - INFO - Epoch [83][2080/3757] lr: 5.696e-02, eta: 2 days, 15:24:21, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5164, loss_cls: 3.4032, loss: 3.4032, grad_norm: 2.6321 2020-07-26 03:24:11,076 - mmaction - INFO - Epoch [83][2100/3757] lr: 5.696e-02, eta: 2 days, 15:24:06, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5148, loss_cls: 3.4628, loss: 3.4628, grad_norm: 2.6110 2020-07-26 03:24:22,446 - mmaction - INFO - Epoch [83][2120/3757] lr: 5.696e-02, eta: 2 days, 15:23:51, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5141, loss_cls: 3.4308, loss: 3.4308, grad_norm: 2.5708 2020-07-26 03:24:33,850 - mmaction - INFO - Epoch [83][2140/3757] lr: 5.696e-02, eta: 2 days, 15:23:37, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5203, loss_cls: 3.3542, loss: 3.3542, grad_norm: 2.5800 2020-07-26 03:24:45,205 - mmaction - INFO - Epoch [83][2160/3757] lr: 5.696e-02, eta: 2 days, 15:23:22, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5375, loss_cls: 3.3401, loss: 3.3401, grad_norm: 2.5977 2020-07-26 03:24:56,571 - mmaction - INFO - Epoch [83][2180/3757] lr: 5.696e-02, eta: 2 days, 15:23:07, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.4961, loss_cls: 3.4470, loss: 3.4470, grad_norm: 2.6241 2020-07-26 03:25:07,950 - mmaction - INFO - Epoch [83][2200/3757] lr: 5.696e-02, eta: 2 days, 15:22:52, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5133, loss_cls: 3.3402, loss: 3.3402, grad_norm: 2.6212 2020-07-26 03:25:19,420 - mmaction - INFO - Epoch [83][2220/3757] lr: 5.696e-02, eta: 2 days, 15:22:38, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5227, loss_cls: 3.3895, loss: 3.3895, grad_norm: 2.6404 2020-07-26 03:25:30,782 - mmaction - INFO - Epoch [83][2240/3757] lr: 5.696e-02, eta: 2 days, 15:22:23, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.4945, loss_cls: 3.4356, loss: 3.4356, grad_norm: 2.6855 2020-07-26 03:25:42,315 - mmaction - INFO - Epoch [83][2260/3757] lr: 5.696e-02, eta: 2 days, 15:22:09, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5266, loss_cls: 3.4269, loss: 3.4269, grad_norm: 2.6690 2020-07-26 03:25:53,767 - mmaction - INFO - Epoch [83][2280/3757] lr: 5.696e-02, eta: 2 days, 15:21:54, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5016, loss_cls: 3.4665, loss: 3.4665, grad_norm: 2.7334 2020-07-26 03:26:05,105 - mmaction - INFO - Epoch [83][2300/3757] lr: 5.696e-02, eta: 2 days, 15:21:39, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5437, loss_cls: 3.4082, loss: 3.4082, grad_norm: 2.6446 2020-07-26 03:26:16,575 - mmaction - INFO - Epoch [83][2320/3757] lr: 5.696e-02, eta: 2 days, 15:21:25, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5078, loss_cls: 3.4059, loss: 3.4059, grad_norm: 2.6448 2020-07-26 03:26:27,877 - mmaction - INFO - Epoch [83][2340/3757] lr: 5.696e-02, eta: 2 days, 15:21:10, time: 0.566, data_time: 0.004, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5328, loss_cls: 3.3583, loss: 3.3583, grad_norm: 2.6452 2020-07-26 03:26:39,195 - mmaction - INFO - Epoch [83][2360/3757] lr: 5.696e-02, eta: 2 days, 15:20:55, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4922, loss_cls: 3.4585, loss: 3.4585, grad_norm: 2.6317 2020-07-26 03:26:50,562 - mmaction - INFO - Epoch [83][2380/3757] lr: 5.696e-02, eta: 2 days, 15:20:40, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5219, loss_cls: 3.3771, loss: 3.3771, grad_norm: 2.5904 2020-07-26 03:27:01,996 - mmaction - INFO - Epoch [83][2400/3757] lr: 5.696e-02, eta: 2 days, 15:20:26, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5055, loss_cls: 3.4206, loss: 3.4206, grad_norm: 2.6193 2020-07-26 03:27:13,503 - mmaction - INFO - Epoch [83][2420/3757] lr: 5.696e-02, eta: 2 days, 15:20:11, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5062, loss_cls: 3.4103, loss: 3.4103, grad_norm: 2.5920 2020-07-26 03:27:24,929 - mmaction - INFO - Epoch [83][2440/3757] lr: 5.696e-02, eta: 2 days, 15:19:57, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5172, loss_cls: 3.4231, loss: 3.4231, grad_norm: 2.6189 2020-07-26 03:27:36,358 - mmaction - INFO - Epoch [83][2460/3757] lr: 5.696e-02, eta: 2 days, 15:19:42, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.5039, loss_cls: 3.4148, loss: 3.4148, grad_norm: 2.6093 2020-07-26 03:27:47,950 - mmaction - INFO - Epoch [83][2480/3757] lr: 5.696e-02, eta: 2 days, 15:19:28, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5172, loss_cls: 3.4342, loss: 3.4342, grad_norm: 2.5631 2020-07-26 03:27:59,369 - mmaction - INFO - Epoch [83][2500/3757] lr: 5.696e-02, eta: 2 days, 15:19:13, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5258, loss_cls: 3.3276, loss: 3.3276, grad_norm: 2.6283 2020-07-26 03:28:10,737 - mmaction - INFO - Epoch [83][2520/3757] lr: 5.696e-02, eta: 2 days, 15:18:59, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5156, loss_cls: 3.3971, loss: 3.3971, grad_norm: 2.6756 2020-07-26 03:28:22,184 - mmaction - INFO - Epoch [83][2540/3757] lr: 5.696e-02, eta: 2 days, 15:18:44, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2953, top5_acc: 0.5484, loss_cls: 3.3105, loss: 3.3105, grad_norm: 2.6316 2020-07-26 03:28:33,520 - mmaction - INFO - Epoch [83][2560/3757] lr: 5.696e-02, eta: 2 days, 15:18:29, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5367, loss_cls: 3.3088, loss: 3.3088, grad_norm: 2.5800 2020-07-26 03:28:44,941 - mmaction - INFO - Epoch [83][2580/3757] lr: 5.696e-02, eta: 2 days, 15:18:15, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5281, loss_cls: 3.3682, loss: 3.3682, grad_norm: 2.7482 2020-07-26 03:28:56,318 - mmaction - INFO - Epoch [83][2600/3757] lr: 5.696e-02, eta: 2 days, 15:18:00, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5102, loss_cls: 3.5211, loss: 3.5211, grad_norm: 2.6374 2020-07-26 03:29:07,790 - mmaction - INFO - Epoch [83][2620/3757] lr: 5.696e-02, eta: 2 days, 15:17:46, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5148, loss_cls: 3.4186, loss: 3.4186, grad_norm: 2.6091 2020-07-26 03:29:19,335 - mmaction - INFO - Epoch [83][2640/3757] lr: 5.696e-02, eta: 2 days, 15:17:31, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5195, loss_cls: 3.3858, loss: 3.3858, grad_norm: 2.6676 2020-07-26 03:29:30,798 - mmaction - INFO - Epoch [83][2660/3757] lr: 5.696e-02, eta: 2 days, 15:17:17, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5242, loss_cls: 3.3659, loss: 3.3659, grad_norm: 2.6133 2020-07-26 03:29:42,204 - mmaction - INFO - Epoch [83][2680/3757] lr: 5.696e-02, eta: 2 days, 15:17:02, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5109, loss_cls: 3.3812, loss: 3.3812, grad_norm: 2.6316 2020-07-26 03:29:53,591 - mmaction - INFO - Epoch [83][2700/3757] lr: 5.696e-02, eta: 2 days, 15:16:47, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5234, loss_cls: 3.3665, loss: 3.3665, grad_norm: 2.6018 2020-07-26 03:30:05,054 - mmaction - INFO - Epoch [83][2720/3757] lr: 5.696e-02, eta: 2 days, 15:16:33, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5008, loss_cls: 3.4149, loss: 3.4149, grad_norm: 2.6499 2020-07-26 03:30:16,396 - mmaction - INFO - Epoch [83][2740/3757] lr: 5.696e-02, eta: 2 days, 15:16:18, time: 0.567, data_time: 0.004, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5188, loss_cls: 3.4366, loss: 3.4366, grad_norm: 2.6880 2020-07-26 03:30:27,879 - mmaction - INFO - Epoch [83][2760/3757] lr: 5.696e-02, eta: 2 days, 15:16:04, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5156, loss_cls: 3.4063, loss: 3.4063, grad_norm: 2.6596 2020-07-26 03:30:39,305 - mmaction - INFO - Epoch [83][2780/3757] lr: 5.696e-02, eta: 2 days, 15:15:49, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5297, loss_cls: 3.3313, loss: 3.3313, grad_norm: 2.7142 2020-07-26 03:30:50,745 - mmaction - INFO - Epoch [83][2800/3757] lr: 5.696e-02, eta: 2 days, 15:15:35, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.4938, loss_cls: 3.4644, loss: 3.4644, grad_norm: 2.7006 2020-07-26 03:31:02,065 - mmaction - INFO - Epoch [83][2820/3757] lr: 5.696e-02, eta: 2 days, 15:15:20, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5125, loss_cls: 3.4888, loss: 3.4888, grad_norm: 2.6560 2020-07-26 03:31:13,505 - mmaction - INFO - Epoch [83][2840/3757] lr: 5.696e-02, eta: 2 days, 15:15:05, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5148, loss_cls: 3.4128, loss: 3.4128, grad_norm: 2.6540 2020-07-26 03:31:24,888 - mmaction - INFO - Epoch [83][2860/3757] lr: 5.696e-02, eta: 2 days, 15:14:51, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4984, loss_cls: 3.3839, loss: 3.3839, grad_norm: 2.6042 2020-07-26 03:31:36,246 - mmaction - INFO - Epoch [83][2880/3757] lr: 5.696e-02, eta: 2 days, 15:14:36, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5086, loss_cls: 3.4606, loss: 3.4606, grad_norm: 2.5940 2020-07-26 03:31:47,687 - mmaction - INFO - Epoch [83][2900/3757] lr: 5.696e-02, eta: 2 days, 15:14:21, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4961, loss_cls: 3.4836, loss: 3.4836, grad_norm: 2.6212 2020-07-26 03:31:59,150 - mmaction - INFO - Epoch [83][2920/3757] lr: 5.696e-02, eta: 2 days, 15:14:07, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5234, loss_cls: 3.3596, loss: 3.3596, grad_norm: 2.5937 2020-07-26 03:32:10,516 - mmaction - INFO - Epoch [83][2940/3757] lr: 5.696e-02, eta: 2 days, 15:13:52, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5234, loss_cls: 3.3448, loss: 3.3448, grad_norm: 2.6535 2020-07-26 03:32:21,966 - mmaction - INFO - Epoch [83][2960/3757] lr: 5.696e-02, eta: 2 days, 15:13:38, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5031, loss_cls: 3.4891, loss: 3.4891, grad_norm: 2.6493 2020-07-26 03:32:33,406 - mmaction - INFO - Epoch [83][2980/3757] lr: 5.696e-02, eta: 2 days, 15:13:23, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.5023, loss_cls: 3.4550, loss: 3.4550, grad_norm: 2.6346 2020-07-26 03:32:44,842 - mmaction - INFO - Epoch [83][3000/3757] lr: 5.696e-02, eta: 2 days, 15:13:08, time: 0.572, data_time: 0.001, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5242, loss_cls: 3.3749, loss: 3.3749, grad_norm: 2.6161 2020-07-26 03:32:56,259 - mmaction - INFO - Epoch [83][3020/3757] lr: 5.696e-02, eta: 2 days, 15:12:54, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5203, loss_cls: 3.3993, loss: 3.3993, grad_norm: 2.7181 2020-07-26 03:33:07,705 - mmaction - INFO - Epoch [83][3040/3757] lr: 5.696e-02, eta: 2 days, 15:12:39, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5242, loss_cls: 3.3311, loss: 3.3311, grad_norm: 2.7153 2020-07-26 03:33:19,130 - mmaction - INFO - Epoch [83][3060/3757] lr: 5.696e-02, eta: 2 days, 15:12:25, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5258, loss_cls: 3.3795, loss: 3.3795, grad_norm: 2.7183 2020-07-26 03:33:30,597 - mmaction - INFO - Epoch [83][3080/3757] lr: 5.696e-02, eta: 2 days, 15:12:10, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.5109, loss_cls: 3.4661, loss: 3.4661, grad_norm: 2.6956 2020-07-26 03:33:41,898 - mmaction - INFO - Epoch [83][3100/3757] lr: 5.696e-02, eta: 2 days, 15:11:55, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5219, loss_cls: 3.3887, loss: 3.3887, grad_norm: 2.6179 2020-07-26 03:33:53,339 - mmaction - INFO - Epoch [83][3120/3757] lr: 5.696e-02, eta: 2 days, 15:11:41, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.4977, loss_cls: 3.4451, loss: 3.4451, grad_norm: 2.6468 2020-07-26 03:34:04,742 - mmaction - INFO - Epoch [83][3140/3757] lr: 5.696e-02, eta: 2 days, 15:11:26, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5117, loss_cls: 3.4241, loss: 3.4241, grad_norm: 2.6401 2020-07-26 03:34:16,172 - mmaction - INFO - Epoch [83][3160/3757] lr: 5.696e-02, eta: 2 days, 15:11:12, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5203, loss_cls: 3.3810, loss: 3.3810, grad_norm: 2.6674 2020-07-26 03:34:27,718 - mmaction - INFO - Epoch [83][3180/3757] lr: 5.696e-02, eta: 2 days, 15:10:57, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.4789, loss_cls: 3.5543, loss: 3.5543, grad_norm: 2.6332 2020-07-26 03:34:39,124 - mmaction - INFO - Epoch [83][3200/3757] lr: 5.696e-02, eta: 2 days, 15:10:43, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5383, loss_cls: 3.3102, loss: 3.3102, grad_norm: 2.5946 2020-07-26 03:34:50,627 - mmaction - INFO - Epoch [83][3220/3757] lr: 5.696e-02, eta: 2 days, 15:10:28, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5195, loss_cls: 3.4124, loss: 3.4124, grad_norm: 2.6278 2020-07-26 03:35:02,120 - mmaction - INFO - Epoch [83][3240/3757] lr: 5.696e-02, eta: 2 days, 15:10:14, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.5250, loss_cls: 3.4246, loss: 3.4246, grad_norm: 2.6668 2020-07-26 03:35:13,509 - mmaction - INFO - Epoch [83][3260/3757] lr: 5.696e-02, eta: 2 days, 15:09:59, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5078, loss_cls: 3.3924, loss: 3.3924, grad_norm: 2.6526 2020-07-26 03:35:24,836 - mmaction - INFO - Epoch [83][3280/3757] lr: 5.696e-02, eta: 2 days, 15:09:45, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5109, loss_cls: 3.3741, loss: 3.3741, grad_norm: 2.6441 2020-07-26 03:35:36,301 - mmaction - INFO - Epoch [83][3300/3757] lr: 5.696e-02, eta: 2 days, 15:09:30, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5219, loss_cls: 3.3919, loss: 3.3919, grad_norm: 2.7010 2020-07-26 03:35:47,736 - mmaction - INFO - Epoch [83][3320/3757] lr: 5.696e-02, eta: 2 days, 15:09:15, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.4789, loss_cls: 3.5471, loss: 3.5471, grad_norm: 2.7175 2020-07-26 03:35:59,114 - mmaction - INFO - Epoch [83][3340/3757] lr: 5.696e-02, eta: 2 days, 15:09:01, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5336, loss_cls: 3.3801, loss: 3.3801, grad_norm: 2.6216 2020-07-26 03:36:10,541 - mmaction - INFO - Epoch [83][3360/3757] lr: 5.696e-02, eta: 2 days, 15:08:46, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5016, loss_cls: 3.4585, loss: 3.4585, grad_norm: 2.6919 2020-07-26 03:36:21,924 - mmaction - INFO - Epoch [83][3380/3757] lr: 5.696e-02, eta: 2 days, 15:08:32, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5039, loss_cls: 3.4768, loss: 3.4768, grad_norm: 2.5893 2020-07-26 03:36:33,203 - mmaction - INFO - Epoch [83][3400/3757] lr: 5.696e-02, eta: 2 days, 15:08:17, time: 0.564, data_time: 0.002, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5320, loss_cls: 3.3805, loss: 3.3805, grad_norm: 2.6765 2020-07-26 03:36:44,658 - mmaction - INFO - Epoch [83][3420/3757] lr: 5.696e-02, eta: 2 days, 15:08:02, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5141, loss_cls: 3.3688, loss: 3.3688, grad_norm: 2.6191 2020-07-26 03:36:56,050 - mmaction - INFO - Epoch [83][3440/3757] lr: 5.696e-02, eta: 2 days, 15:07:48, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5453, loss_cls: 3.2411, loss: 3.2411, grad_norm: 2.5952 2020-07-26 03:37:07,565 - mmaction - INFO - Epoch [83][3460/3757] lr: 5.696e-02, eta: 2 days, 15:07:33, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.4969, loss_cls: 3.5076, loss: 3.5076, grad_norm: 2.7239 2020-07-26 03:37:19,126 - mmaction - INFO - Epoch [83][3480/3757] lr: 5.696e-02, eta: 2 days, 15:07:19, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5156, loss_cls: 3.4205, loss: 3.4205, grad_norm: 2.5824 2020-07-26 03:37:30,549 - mmaction - INFO - Epoch [83][3500/3757] lr: 5.696e-02, eta: 2 days, 15:07:04, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5273, loss_cls: 3.3015, loss: 3.3015, grad_norm: 2.6279 2020-07-26 03:37:41,928 - mmaction - INFO - Epoch [83][3520/3757] lr: 5.696e-02, eta: 2 days, 15:06:50, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5344, loss_cls: 3.3503, loss: 3.3503, grad_norm: 2.6024 2020-07-26 03:37:53,357 - mmaction - INFO - Epoch [83][3540/3757] lr: 5.696e-02, eta: 2 days, 15:06:35, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5266, loss_cls: 3.3495, loss: 3.3495, grad_norm: 2.5878 2020-07-26 03:38:04,808 - mmaction - INFO - Epoch [83][3560/3757] lr: 5.696e-02, eta: 2 days, 15:06:21, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5156, loss_cls: 3.4709, loss: 3.4709, grad_norm: 2.6455 2020-07-26 03:38:16,315 - mmaction - INFO - Epoch [83][3580/3757] lr: 5.696e-02, eta: 2 days, 15:06:06, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5250, loss_cls: 3.3966, loss: 3.3966, grad_norm: 2.6110 2020-07-26 03:38:27,751 - mmaction - INFO - Epoch [83][3600/3757] lr: 5.696e-02, eta: 2 days, 15:05:52, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5250, loss_cls: 3.4044, loss: 3.4044, grad_norm: 2.6905 2020-07-26 03:38:39,185 - mmaction - INFO - Epoch [83][3620/3757] lr: 5.696e-02, eta: 2 days, 15:05:37, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5156, loss_cls: 3.3846, loss: 3.3846, grad_norm: 2.6880 2020-07-26 03:38:50,702 - mmaction - INFO - Epoch [83][3640/3757] lr: 5.696e-02, eta: 2 days, 15:05:23, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5148, loss_cls: 3.4463, loss: 3.4463, grad_norm: 2.7270 2020-07-26 03:39:02,142 - mmaction - INFO - Epoch [83][3660/3757] lr: 5.696e-02, eta: 2 days, 15:05:08, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4938, loss_cls: 3.5229, loss: 3.5229, grad_norm: 2.7470 2020-07-26 03:39:13,543 - mmaction - INFO - Epoch [83][3680/3757] lr: 5.696e-02, eta: 2 days, 15:04:54, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5172, loss_cls: 3.3836, loss: 3.3836, grad_norm: 2.6684 2020-07-26 03:39:25,065 - mmaction - INFO - Epoch [83][3700/3757] lr: 5.696e-02, eta: 2 days, 15:04:39, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.5086, loss_cls: 3.4732, loss: 3.4732, grad_norm: 2.7520 2020-07-26 03:39:36,510 - mmaction - INFO - Epoch [83][3720/3757] lr: 5.696e-02, eta: 2 days, 15:04:25, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5250, loss_cls: 3.4012, loss: 3.4012, grad_norm: 2.6294 2020-07-26 03:39:48,012 - mmaction - INFO - Epoch [83][3740/3757] lr: 5.696e-02, eta: 2 days, 15:04:10, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5125, loss_cls: 3.4296, loss: 3.4296, grad_norm: 2.6353 2020-07-26 03:43:01,313 - mmaction - INFO - Epoch [84][20/3757] lr: 5.609e-02, eta: 2 days, 15:08:59, time: 8.868, data_time: 8.143, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5156, loss_cls: 3.3486, loss: 3.3486, grad_norm: 2.6526 2020-07-26 03:43:12,787 - mmaction - INFO - Epoch [84][40/3757] lr: 5.609e-02, eta: 2 days, 15:08:45, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5359, loss_cls: 3.3365, loss: 3.3365, grad_norm: 2.7005 2020-07-26 03:43:24,198 - mmaction - INFO - Epoch [84][60/3757] lr: 5.609e-02, eta: 2 days, 15:08:30, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.4828, loss_cls: 3.5239, loss: 3.5239, grad_norm: 2.7077 2020-07-26 03:43:35,528 - mmaction - INFO - Epoch [84][80/3757] lr: 5.609e-02, eta: 2 days, 15:08:15, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5133, loss_cls: 3.4113, loss: 3.4113, grad_norm: 2.5858 2020-07-26 03:43:46,902 - mmaction - INFO - Epoch [84][100/3757] lr: 5.609e-02, eta: 2 days, 15:08:01, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5047, loss_cls: 3.4189, loss: 3.4189, grad_norm: 2.6735 2020-07-26 03:43:58,284 - mmaction - INFO - Epoch [84][120/3757] lr: 5.609e-02, eta: 2 days, 15:07:46, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.5031, loss_cls: 3.4766, loss: 3.4766, grad_norm: 2.5945 2020-07-26 03:44:09,637 - mmaction - INFO - Epoch [84][140/3757] lr: 5.609e-02, eta: 2 days, 15:07:31, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5031, loss_cls: 3.3516, loss: 3.3516, grad_norm: 2.6186 2020-07-26 03:44:21,019 - mmaction - INFO - Epoch [84][160/3757] lr: 5.609e-02, eta: 2 days, 15:07:16, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.5086, loss_cls: 3.4329, loss: 3.4329, grad_norm: 2.7300 2020-07-26 03:44:32,403 - mmaction - INFO - Epoch [84][180/3757] lr: 5.609e-02, eta: 2 days, 15:07:02, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5414, loss_cls: 3.3489, loss: 3.3489, grad_norm: 2.6689 2020-07-26 03:44:43,758 - mmaction - INFO - Epoch [84][200/3757] lr: 5.609e-02, eta: 2 days, 15:06:47, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5258, loss_cls: 3.3848, loss: 3.3848, grad_norm: 2.6398 2020-07-26 03:44:55,046 - mmaction - INFO - Epoch [84][220/3757] lr: 5.609e-02, eta: 2 days, 15:06:32, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5273, loss_cls: 3.3558, loss: 3.3558, grad_norm: 2.6019 2020-07-26 03:45:06,339 - mmaction - INFO - Epoch [84][240/3757] lr: 5.609e-02, eta: 2 days, 15:06:17, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5367, loss_cls: 3.3037, loss: 3.3037, grad_norm: 2.5462 2020-07-26 03:45:17,726 - mmaction - INFO - Epoch [84][260/3757] lr: 5.609e-02, eta: 2 days, 15:06:03, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5289, loss_cls: 3.3586, loss: 3.3586, grad_norm: 2.6410 2020-07-26 03:45:29,216 - mmaction - INFO - Epoch [84][280/3757] lr: 5.609e-02, eta: 2 days, 15:05:48, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5312, loss_cls: 3.3772, loss: 3.3772, grad_norm: 2.5514 2020-07-26 03:45:40,570 - mmaction - INFO - Epoch [84][300/3757] lr: 5.609e-02, eta: 2 days, 15:05:33, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.5031, loss_cls: 3.4750, loss: 3.4750, grad_norm: 2.6852 2020-07-26 03:45:51,799 - mmaction - INFO - Epoch [84][320/3757] lr: 5.609e-02, eta: 2 days, 15:05:18, time: 0.562, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5375, loss_cls: 3.3002, loss: 3.3002, grad_norm: 2.6192 2020-07-26 03:46:03,223 - mmaction - INFO - Epoch [84][340/3757] lr: 5.609e-02, eta: 2 days, 15:05:04, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5219, loss_cls: 3.3967, loss: 3.3967, grad_norm: 2.6668 2020-07-26 03:46:14,534 - mmaction - INFO - Epoch [84][360/3757] lr: 5.609e-02, eta: 2 days, 15:04:49, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5102, loss_cls: 3.4111, loss: 3.4111, grad_norm: 2.6642 2020-07-26 03:46:25,982 - mmaction - INFO - Epoch [84][380/3757] lr: 5.609e-02, eta: 2 days, 15:04:34, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5242, loss_cls: 3.4354, loss: 3.4354, grad_norm: 2.5895 2020-07-26 03:46:37,356 - mmaction - INFO - Epoch [84][400/3757] lr: 5.609e-02, eta: 2 days, 15:04:20, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.5008, loss_cls: 3.5338, loss: 3.5338, grad_norm: 2.6538 2020-07-26 03:46:48,812 - mmaction - INFO - Epoch [84][420/3757] lr: 5.609e-02, eta: 2 days, 15:04:05, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5227, loss_cls: 3.3678, loss: 3.3678, grad_norm: 2.6536 2020-07-26 03:47:00,215 - mmaction - INFO - Epoch [84][440/3757] lr: 5.609e-02, eta: 2 days, 15:03:51, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.5242, loss_cls: 3.4296, loss: 3.4296, grad_norm: 2.6356 2020-07-26 03:47:11,634 - mmaction - INFO - Epoch [84][460/3757] lr: 5.609e-02, eta: 2 days, 15:03:36, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5344, loss_cls: 3.3666, loss: 3.3666, grad_norm: 2.7008 2020-07-26 03:47:23,062 - mmaction - INFO - Epoch [84][480/3757] lr: 5.609e-02, eta: 2 days, 15:03:21, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5141, loss_cls: 3.3956, loss: 3.3956, grad_norm: 2.6429 2020-07-26 03:47:34,519 - mmaction - INFO - Epoch [84][500/3757] lr: 5.609e-02, eta: 2 days, 15:03:07, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4992, loss_cls: 3.5210, loss: 3.5210, grad_norm: 2.6534 2020-07-26 03:47:45,936 - mmaction - INFO - Epoch [84][520/3757] lr: 5.609e-02, eta: 2 days, 15:02:52, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5211, loss_cls: 3.4133, loss: 3.4133, grad_norm: 2.5797 2020-07-26 03:47:57,315 - mmaction - INFO - Epoch [84][540/3757] lr: 5.609e-02, eta: 2 days, 15:02:38, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5391, loss_cls: 3.2761, loss: 3.2761, grad_norm: 2.6325 2020-07-26 03:48:08,731 - mmaction - INFO - Epoch [84][560/3757] lr: 5.609e-02, eta: 2 days, 15:02:23, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5297, loss_cls: 3.3644, loss: 3.3644, grad_norm: 2.6299 2020-07-26 03:48:20,046 - mmaction - INFO - Epoch [84][580/3757] lr: 5.609e-02, eta: 2 days, 15:02:08, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5109, loss_cls: 3.4438, loss: 3.4438, grad_norm: 2.6707 2020-07-26 03:48:31,432 - mmaction - INFO - Epoch [84][600/3757] lr: 5.609e-02, eta: 2 days, 15:01:54, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5234, loss_cls: 3.3821, loss: 3.3821, grad_norm: 2.6085 2020-07-26 03:48:42,873 - mmaction - INFO - Epoch [84][620/3757] lr: 5.609e-02, eta: 2 days, 15:01:39, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5531, loss_cls: 3.2128, loss: 3.2128, grad_norm: 2.6070 2020-07-26 03:48:54,281 - mmaction - INFO - Epoch [84][640/3757] lr: 5.609e-02, eta: 2 days, 15:01:24, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5352, loss_cls: 3.3113, loss: 3.3113, grad_norm: 2.7373 2020-07-26 03:49:05,626 - mmaction - INFO - Epoch [84][660/3757] lr: 5.609e-02, eta: 2 days, 15:01:10, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5406, loss_cls: 3.2648, loss: 3.2648, grad_norm: 2.6558 2020-07-26 03:49:17,011 - mmaction - INFO - Epoch [84][680/3757] lr: 5.609e-02, eta: 2 days, 15:00:55, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5250, loss_cls: 3.3911, loss: 3.3911, grad_norm: 2.6890 2020-07-26 03:49:28,421 - mmaction - INFO - Epoch [84][700/3757] lr: 5.609e-02, eta: 2 days, 15:00:40, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5414, loss_cls: 3.2814, loss: 3.2814, grad_norm: 2.6190 2020-07-26 03:49:39,863 - mmaction - INFO - Epoch [84][720/3757] lr: 5.609e-02, eta: 2 days, 15:00:26, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5188, loss_cls: 3.3695, loss: 3.3695, grad_norm: 2.6878 2020-07-26 03:49:51,434 - mmaction - INFO - Epoch [84][740/3757] lr: 5.609e-02, eta: 2 days, 15:00:12, time: 0.579, data_time: 0.012, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5391, loss_cls: 3.2998, loss: 3.2998, grad_norm: 2.6067 2020-07-26 03:50:02,976 - mmaction - INFO - Epoch [84][760/3757] lr: 5.609e-02, eta: 2 days, 14:59:57, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5031, loss_cls: 3.4362, loss: 3.4362, grad_norm: 2.7531 2020-07-26 03:50:14,448 - mmaction - INFO - Epoch [84][780/3757] lr: 5.609e-02, eta: 2 days, 14:59:43, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5148, loss_cls: 3.4187, loss: 3.4187, grad_norm: 2.7275 2020-07-26 03:50:25,925 - mmaction - INFO - Epoch [84][800/3757] lr: 5.609e-02, eta: 2 days, 14:59:28, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5102, loss_cls: 3.3809, loss: 3.3809, grad_norm: 2.6229 2020-07-26 03:50:37,261 - mmaction - INFO - Epoch [84][820/3757] lr: 5.609e-02, eta: 2 days, 14:59:13, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5242, loss_cls: 3.4192, loss: 3.4192, grad_norm: 2.6053 2020-07-26 03:50:48,693 - mmaction - INFO - Epoch [84][840/3757] lr: 5.609e-02, eta: 2 days, 14:58:59, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.5195, loss_cls: 3.4504, loss: 3.4504, grad_norm: 2.6229 2020-07-26 03:51:00,149 - mmaction - INFO - Epoch [84][860/3757] lr: 5.609e-02, eta: 2 days, 14:58:44, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5242, loss_cls: 3.3481, loss: 3.3481, grad_norm: 2.6185 2020-07-26 03:51:11,579 - mmaction - INFO - Epoch [84][880/3757] lr: 5.609e-02, eta: 2 days, 14:58:30, time: 0.572, data_time: 0.013, memory: 5232, top1_acc: 0.2578, top5_acc: 0.5195, loss_cls: 3.3741, loss: 3.3741, grad_norm: 2.6257 2020-07-26 03:51:23,032 - mmaction - INFO - Epoch [84][900/3757] lr: 5.609e-02, eta: 2 days, 14:58:15, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5273, loss_cls: 3.3627, loss: 3.3627, grad_norm: 2.6349 2020-07-26 03:51:34,451 - mmaction - INFO - Epoch [84][920/3757] lr: 5.609e-02, eta: 2 days, 14:58:01, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5281, loss_cls: 3.3814, loss: 3.3814, grad_norm: 2.6513 2020-07-26 03:51:45,908 - mmaction - INFO - Epoch [84][940/3757] lr: 5.609e-02, eta: 2 days, 14:57:46, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5602, loss_cls: 3.2734, loss: 3.2734, grad_norm: 2.6936 2020-07-26 03:51:57,272 - mmaction - INFO - Epoch [84][960/3757] lr: 5.609e-02, eta: 2 days, 14:57:32, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5125, loss_cls: 3.4242, loss: 3.4242, grad_norm: 2.6705 2020-07-26 03:52:08,673 - mmaction - INFO - Epoch [84][980/3757] lr: 5.609e-02, eta: 2 days, 14:57:17, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5258, loss_cls: 3.4536, loss: 3.4536, grad_norm: 2.6415 2020-07-26 03:52:20,176 - mmaction - INFO - Epoch [84][1000/3757] lr: 5.609e-02, eta: 2 days, 14:57:03, time: 0.575, data_time: 0.002, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5297, loss_cls: 3.3877, loss: 3.3877, grad_norm: 2.7300 2020-07-26 03:52:31,568 - mmaction - INFO - Epoch [84][1020/3757] lr: 5.609e-02, eta: 2 days, 14:56:48, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5570, loss_cls: 3.2392, loss: 3.2392, grad_norm: 2.7022 2020-07-26 03:52:42,987 - mmaction - INFO - Epoch [84][1040/3757] lr: 5.609e-02, eta: 2 days, 14:56:33, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5227, loss_cls: 3.2800, loss: 3.2800, grad_norm: 2.7297 2020-07-26 03:52:54,467 - mmaction - INFO - Epoch [84][1060/3757] lr: 5.609e-02, eta: 2 days, 14:56:19, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5188, loss_cls: 3.4462, loss: 3.4462, grad_norm: 2.8098 2020-07-26 03:53:05,949 - mmaction - INFO - Epoch [84][1080/3757] lr: 5.609e-02, eta: 2 days, 14:56:04, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5234, loss_cls: 3.3226, loss: 3.3226, grad_norm: 2.7319 2020-07-26 03:53:17,380 - mmaction - INFO - Epoch [84][1100/3757] lr: 5.609e-02, eta: 2 days, 14:55:50, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5242, loss_cls: 3.3484, loss: 3.3484, grad_norm: 2.6374 2020-07-26 03:53:28,755 - mmaction - INFO - Epoch [84][1120/3757] lr: 5.609e-02, eta: 2 days, 14:55:35, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5109, loss_cls: 3.4705, loss: 3.4705, grad_norm: 2.7883 2020-07-26 03:53:40,191 - mmaction - INFO - Epoch [84][1140/3757] lr: 5.609e-02, eta: 2 days, 14:55:21, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5062, loss_cls: 3.5172, loss: 3.5172, grad_norm: 2.6767 2020-07-26 03:53:51,626 - mmaction - INFO - Epoch [84][1160/3757] lr: 5.609e-02, eta: 2 days, 14:55:06, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.5148, loss_cls: 3.4292, loss: 3.4292, grad_norm: 2.7201 2020-07-26 03:54:03,027 - mmaction - INFO - Epoch [84][1180/3757] lr: 5.609e-02, eta: 2 days, 14:54:51, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5164, loss_cls: 3.3277, loss: 3.3277, grad_norm: 2.5751 2020-07-26 03:54:14,539 - mmaction - INFO - Epoch [84][1200/3757] lr: 5.609e-02, eta: 2 days, 14:54:37, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5516, loss_cls: 3.3222, loss: 3.3222, grad_norm: 2.7067 2020-07-26 03:54:25,997 - mmaction - INFO - Epoch [84][1220/3757] lr: 5.609e-02, eta: 2 days, 14:54:23, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.5195, loss_cls: 3.4665, loss: 3.4665, grad_norm: 2.7102 2020-07-26 03:54:37,427 - mmaction - INFO - Epoch [84][1240/3757] lr: 5.609e-02, eta: 2 days, 14:54:08, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5352, loss_cls: 3.3544, loss: 3.3544, grad_norm: 2.5883 2020-07-26 03:54:48,930 - mmaction - INFO - Epoch [84][1260/3757] lr: 5.609e-02, eta: 2 days, 14:53:54, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.5289, loss_cls: 3.3415, loss: 3.3415, grad_norm: 2.6364 2020-07-26 03:55:00,340 - mmaction - INFO - Epoch [84][1280/3757] lr: 5.609e-02, eta: 2 days, 14:53:39, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5289, loss_cls: 3.3532, loss: 3.3532, grad_norm: 2.6978 2020-07-26 03:55:11,726 - mmaction - INFO - Epoch [84][1300/3757] lr: 5.609e-02, eta: 2 days, 14:53:24, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5227, loss_cls: 3.3659, loss: 3.3659, grad_norm: 2.6640 2020-07-26 03:55:23,209 - mmaction - INFO - Epoch [84][1320/3757] lr: 5.609e-02, eta: 2 days, 14:53:10, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5250, loss_cls: 3.3764, loss: 3.3764, grad_norm: 2.7374 2020-07-26 03:55:34,516 - mmaction - INFO - Epoch [84][1340/3757] lr: 5.609e-02, eta: 2 days, 14:52:55, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5148, loss_cls: 3.4559, loss: 3.4559, grad_norm: 2.7832 2020-07-26 03:55:45,882 - mmaction - INFO - Epoch [84][1360/3757] lr: 5.609e-02, eta: 2 days, 14:52:41, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5141, loss_cls: 3.4639, loss: 3.4639, grad_norm: 2.6232 2020-07-26 03:55:57,306 - mmaction - INFO - Epoch [84][1380/3757] lr: 5.609e-02, eta: 2 days, 14:52:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5094, loss_cls: 3.4005, loss: 3.4005, grad_norm: 2.6195 2020-07-26 03:56:08,801 - mmaction - INFO - Epoch [84][1400/3757] lr: 5.609e-02, eta: 2 days, 14:52:12, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5344, loss_cls: 3.3188, loss: 3.3188, grad_norm: 2.6249 2020-07-26 03:56:20,238 - mmaction - INFO - Epoch [84][1420/3757] lr: 5.609e-02, eta: 2 days, 14:51:57, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5250, loss_cls: 3.2916, loss: 3.2916, grad_norm: 2.6810 2020-07-26 03:56:31,771 - mmaction - INFO - Epoch [84][1440/3757] lr: 5.609e-02, eta: 2 days, 14:51:43, time: 0.578, data_time: 0.012, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5430, loss_cls: 3.3020, loss: 3.3020, grad_norm: 2.7286 2020-07-26 03:56:43,203 - mmaction - INFO - Epoch [84][1460/3757] lr: 5.609e-02, eta: 2 days, 14:51:28, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5312, loss_cls: 3.3521, loss: 3.3521, grad_norm: 2.7081 2020-07-26 03:56:54,639 - mmaction - INFO - Epoch [84][1480/3757] lr: 5.609e-02, eta: 2 days, 14:51:14, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5195, loss_cls: 3.3387, loss: 3.3387, grad_norm: 2.8107 2020-07-26 03:57:06,039 - mmaction - INFO - Epoch [84][1500/3757] lr: 5.609e-02, eta: 2 days, 14:50:59, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2641, top5_acc: 0.5062, loss_cls: 3.4610, loss: 3.4610, grad_norm: 2.7641 2020-07-26 03:57:17,455 - mmaction - INFO - Epoch [84][1520/3757] lr: 5.609e-02, eta: 2 days, 14:50:44, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5398, loss_cls: 3.2956, loss: 3.2956, grad_norm: 2.6827 2020-07-26 03:57:28,973 - mmaction - INFO - Epoch [84][1540/3757] lr: 5.609e-02, eta: 2 days, 14:50:30, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5305, loss_cls: 3.3276, loss: 3.3276, grad_norm: 2.7286 2020-07-26 03:57:40,386 - mmaction - INFO - Epoch [84][1560/3757] lr: 5.609e-02, eta: 2 days, 14:50:15, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5094, loss_cls: 3.4099, loss: 3.4099, grad_norm: 2.6398 2020-07-26 03:57:51,897 - mmaction - INFO - Epoch [84][1580/3757] lr: 5.609e-02, eta: 2 days, 14:50:01, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5117, loss_cls: 3.3934, loss: 3.3934, grad_norm: 2.6765 2020-07-26 03:58:03,277 - mmaction - INFO - Epoch [84][1600/3757] lr: 5.609e-02, eta: 2 days, 14:49:46, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5352, loss_cls: 3.3487, loss: 3.3487, grad_norm: 2.6426 2020-07-26 03:58:14,728 - mmaction - INFO - Epoch [84][1620/3757] lr: 5.609e-02, eta: 2 days, 14:49:32, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2406, top5_acc: 0.4813, loss_cls: 3.5437, loss: 3.5437, grad_norm: 2.7867 2020-07-26 03:58:26,116 - mmaction - INFO - Epoch [84][1640/3757] lr: 5.609e-02, eta: 2 days, 14:49:17, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5242, loss_cls: 3.3649, loss: 3.3649, grad_norm: 2.5880 2020-07-26 03:58:37,542 - mmaction - INFO - Epoch [84][1660/3757] lr: 5.609e-02, eta: 2 days, 14:49:03, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5242, loss_cls: 3.3492, loss: 3.3492, grad_norm: 2.6228 2020-07-26 03:58:49,010 - mmaction - INFO - Epoch [84][1680/3757] lr: 5.609e-02, eta: 2 days, 14:48:48, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5102, loss_cls: 3.3765, loss: 3.3765, grad_norm: 2.7402 2020-07-26 03:59:00,411 - mmaction - INFO - Epoch [84][1700/3757] lr: 5.609e-02, eta: 2 days, 14:48:34, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5102, loss_cls: 3.4488, loss: 3.4488, grad_norm: 2.6841 2020-07-26 03:59:11,803 - mmaction - INFO - Epoch [84][1720/3757] lr: 5.609e-02, eta: 2 days, 14:48:19, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2367, top5_acc: 0.4945, loss_cls: 3.4958, loss: 3.4958, grad_norm: 2.6353 2020-07-26 03:59:23,262 - mmaction - INFO - Epoch [84][1740/3757] lr: 5.609e-02, eta: 2 days, 14:48:05, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5188, loss_cls: 3.4196, loss: 3.4196, grad_norm: 2.7029 2020-07-26 03:59:34,695 - mmaction - INFO - Epoch [84][1760/3757] lr: 5.609e-02, eta: 2 days, 14:47:50, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5281, loss_cls: 3.3559, loss: 3.3559, grad_norm: 2.6399 2020-07-26 03:59:46,105 - mmaction - INFO - Epoch [84][1780/3757] lr: 5.609e-02, eta: 2 days, 14:47:36, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5031, loss_cls: 3.4322, loss: 3.4322, grad_norm: 2.6903 2020-07-26 03:59:57,431 - mmaction - INFO - Epoch [84][1800/3757] lr: 5.609e-02, eta: 2 days, 14:47:21, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5227, loss_cls: 3.3748, loss: 3.3748, grad_norm: 2.6748 2020-07-26 04:00:15,407 - mmaction - INFO - Epoch [84][1820/3757] lr: 5.609e-02, eta: 2 days, 14:47:19, time: 0.897, data_time: 0.005, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4945, loss_cls: 3.5272, loss: 3.5272, grad_norm: 2.7505 2020-07-26 04:00:27,027 - mmaction - INFO - Epoch [84][1840/3757] lr: 5.609e-02, eta: 2 days, 14:47:05, time: 0.583, data_time: 0.006, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5102, loss_cls: 3.4404, loss: 3.4404, grad_norm: 2.6031 2020-07-26 04:00:38,461 - mmaction - INFO - Epoch [84][1860/3757] lr: 5.609e-02, eta: 2 days, 14:46:51, time: 0.572, data_time: 0.001, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5320, loss_cls: 3.3237, loss: 3.3237, grad_norm: 2.6529 2020-07-26 04:00:49,895 - mmaction - INFO - Epoch [84][1880/3757] lr: 5.609e-02, eta: 2 days, 14:46:36, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5211, loss_cls: 3.4107, loss: 3.4107, grad_norm: 2.6869 2020-07-26 04:01:01,333 - mmaction - INFO - Epoch [84][1900/3757] lr: 5.609e-02, eta: 2 days, 14:46:22, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5078, loss_cls: 3.4341, loss: 3.4341, grad_norm: 2.5879 2020-07-26 04:01:12,923 - mmaction - INFO - Epoch [84][1920/3757] lr: 5.609e-02, eta: 2 days, 14:46:07, time: 0.580, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.5086, loss_cls: 3.4181, loss: 3.4181, grad_norm: 2.5804 2020-07-26 04:01:24,394 - mmaction - INFO - Epoch [84][1940/3757] lr: 5.609e-02, eta: 2 days, 14:45:53, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5406, loss_cls: 3.3286, loss: 3.3286, grad_norm: 2.6077 2020-07-26 04:01:35,836 - mmaction - INFO - Epoch [84][1960/3757] lr: 5.609e-02, eta: 2 days, 14:45:38, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.5266, loss_cls: 3.3952, loss: 3.3952, grad_norm: 2.7090 2020-07-26 04:01:47,235 - mmaction - INFO - Epoch [84][1980/3757] lr: 5.609e-02, eta: 2 days, 14:45:24, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5375, loss_cls: 3.2924, loss: 3.2924, grad_norm: 2.6418 2020-07-26 04:01:58,623 - mmaction - INFO - Epoch [84][2000/3757] lr: 5.609e-02, eta: 2 days, 14:45:09, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5312, loss_cls: 3.3155, loss: 3.3155, grad_norm: 2.5892 2020-07-26 04:02:10,047 - mmaction - INFO - Epoch [84][2020/3757] lr: 5.609e-02, eta: 2 days, 14:44:55, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.5055, loss_cls: 3.4609, loss: 3.4609, grad_norm: 2.6134 2020-07-26 04:02:21,510 - mmaction - INFO - Epoch [84][2040/3757] lr: 5.609e-02, eta: 2 days, 14:44:40, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5234, loss_cls: 3.4020, loss: 3.4020, grad_norm: 2.6144 2020-07-26 04:02:32,917 - mmaction - INFO - Epoch [84][2060/3757] lr: 5.609e-02, eta: 2 days, 14:44:26, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.4930, loss_cls: 3.4604, loss: 3.4604, grad_norm: 2.6619 2020-07-26 04:02:44,296 - mmaction - INFO - Epoch [84][2080/3757] lr: 5.609e-02, eta: 2 days, 14:44:11, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5242, loss_cls: 3.3973, loss: 3.3973, grad_norm: 2.5837 2020-07-26 04:02:55,726 - mmaction - INFO - Epoch [84][2100/3757] lr: 5.609e-02, eta: 2 days, 14:43:57, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5203, loss_cls: 3.3754, loss: 3.3754, grad_norm: 2.6048 2020-07-26 04:03:07,154 - mmaction - INFO - Epoch [84][2120/3757] lr: 5.609e-02, eta: 2 days, 14:43:42, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5383, loss_cls: 3.3130, loss: 3.3130, grad_norm: 2.6248 2020-07-26 04:03:18,559 - mmaction - INFO - Epoch [84][2140/3757] lr: 5.609e-02, eta: 2 days, 14:43:27, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2641, top5_acc: 0.5227, loss_cls: 3.3684, loss: 3.3684, grad_norm: 2.6542 2020-07-26 04:03:30,092 - mmaction - INFO - Epoch [84][2160/3757] lr: 5.609e-02, eta: 2 days, 14:43:13, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5148, loss_cls: 3.4030, loss: 3.4030, grad_norm: 2.7003 2020-07-26 04:03:41,551 - mmaction - INFO - Epoch [84][2180/3757] lr: 5.609e-02, eta: 2 days, 14:42:59, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5242, loss_cls: 3.3994, loss: 3.3994, grad_norm: 2.7019 2020-07-26 04:03:52,929 - mmaction - INFO - Epoch [84][2200/3757] lr: 5.609e-02, eta: 2 days, 14:42:44, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5188, loss_cls: 3.3957, loss: 3.3957, grad_norm: 2.6385 2020-07-26 04:04:04,393 - mmaction - INFO - Epoch [84][2220/3757] lr: 5.609e-02, eta: 2 days, 14:42:30, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5133, loss_cls: 3.4292, loss: 3.4292, grad_norm: 2.6187 2020-07-26 04:04:15,779 - mmaction - INFO - Epoch [84][2240/3757] lr: 5.609e-02, eta: 2 days, 14:42:15, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5352, loss_cls: 3.3089, loss: 3.3089, grad_norm: 2.6660 2020-07-26 04:04:27,176 - mmaction - INFO - Epoch [84][2260/3757] lr: 5.609e-02, eta: 2 days, 14:42:00, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5102, loss_cls: 3.3962, loss: 3.3962, grad_norm: 2.6800 2020-07-26 04:04:38,630 - mmaction - INFO - Epoch [84][2280/3757] lr: 5.609e-02, eta: 2 days, 14:41:46, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5211, loss_cls: 3.3512, loss: 3.3512, grad_norm: 2.6618 2020-07-26 04:04:50,088 - mmaction - INFO - Epoch [84][2300/3757] lr: 5.609e-02, eta: 2 days, 14:41:31, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5422, loss_cls: 3.2954, loss: 3.2954, grad_norm: 2.6601 2020-07-26 04:05:01,412 - mmaction - INFO - Epoch [84][2320/3757] lr: 5.609e-02, eta: 2 days, 14:41:17, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.2953, top5_acc: 0.5375, loss_cls: 3.2962, loss: 3.2962, grad_norm: 2.6765 2020-07-26 04:05:12,814 - mmaction - INFO - Epoch [84][2340/3757] lr: 5.609e-02, eta: 2 days, 14:41:02, time: 0.570, data_time: 0.001, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5258, loss_cls: 3.3258, loss: 3.3258, grad_norm: 2.6485 2020-07-26 04:05:24,196 - mmaction - INFO - Epoch [84][2360/3757] lr: 5.609e-02, eta: 2 days, 14:40:48, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5078, loss_cls: 3.3920, loss: 3.3920, grad_norm: 2.6972 2020-07-26 04:05:35,588 - mmaction - INFO - Epoch [84][2380/3757] lr: 5.609e-02, eta: 2 days, 14:40:33, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5125, loss_cls: 3.4080, loss: 3.4080, grad_norm: 2.6749 2020-07-26 04:05:47,056 - mmaction - INFO - Epoch [84][2400/3757] lr: 5.609e-02, eta: 2 days, 14:40:19, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5062, loss_cls: 3.4134, loss: 3.4134, grad_norm: 2.6804 2020-07-26 04:05:58,546 - mmaction - INFO - Epoch [84][2420/3757] lr: 5.609e-02, eta: 2 days, 14:40:04, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5094, loss_cls: 3.4492, loss: 3.4492, grad_norm: 2.6643 2020-07-26 04:06:10,082 - mmaction - INFO - Epoch [84][2440/3757] lr: 5.609e-02, eta: 2 days, 14:39:50, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5453, loss_cls: 3.2899, loss: 3.2899, grad_norm: 2.6354 2020-07-26 04:06:21,393 - mmaction - INFO - Epoch [84][2460/3757] lr: 5.609e-02, eta: 2 days, 14:39:35, time: 0.566, data_time: 0.001, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5102, loss_cls: 3.4245, loss: 3.4245, grad_norm: 2.7066 2020-07-26 04:06:32,834 - mmaction - INFO - Epoch [84][2480/3757] lr: 5.609e-02, eta: 2 days, 14:39:21, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5156, loss_cls: 3.3772, loss: 3.3772, grad_norm: 2.6398 2020-07-26 04:06:44,165 - mmaction - INFO - Epoch [84][2500/3757] lr: 5.609e-02, eta: 2 days, 14:39:06, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5141, loss_cls: 3.4074, loss: 3.4074, grad_norm: 2.6503 2020-07-26 04:06:55,631 - mmaction - INFO - Epoch [84][2520/3757] lr: 5.609e-02, eta: 2 days, 14:38:51, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5211, loss_cls: 3.4017, loss: 3.4017, grad_norm: 2.6791 2020-07-26 04:07:07,005 - mmaction - INFO - Epoch [84][2540/3757] lr: 5.609e-02, eta: 2 days, 14:38:37, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5164, loss_cls: 3.4456, loss: 3.4456, grad_norm: 2.7542 2020-07-26 04:07:18,471 - mmaction - INFO - Epoch [84][2560/3757] lr: 5.609e-02, eta: 2 days, 14:38:22, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5266, loss_cls: 3.3993, loss: 3.3993, grad_norm: 2.5955 2020-07-26 04:07:29,874 - mmaction - INFO - Epoch [84][2580/3757] lr: 5.609e-02, eta: 2 days, 14:38:08, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5148, loss_cls: 3.4030, loss: 3.4030, grad_norm: 2.6093 2020-07-26 04:07:41,307 - mmaction - INFO - Epoch [84][2600/3757] lr: 5.609e-02, eta: 2 days, 14:37:53, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5289, loss_cls: 3.3081, loss: 3.3081, grad_norm: 2.5770 2020-07-26 04:07:52,773 - mmaction - INFO - Epoch [84][2620/3757] lr: 5.609e-02, eta: 2 days, 14:37:39, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5023, loss_cls: 3.4281, loss: 3.4281, grad_norm: 2.7104 2020-07-26 04:08:04,179 - mmaction - INFO - Epoch [84][2640/3757] lr: 5.609e-02, eta: 2 days, 14:37:24, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5219, loss_cls: 3.3591, loss: 3.3591, grad_norm: 2.6088 2020-07-26 04:08:15,694 - mmaction - INFO - Epoch [84][2660/3757] lr: 5.609e-02, eta: 2 days, 14:37:10, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5172, loss_cls: 3.3837, loss: 3.3837, grad_norm: 2.6158 2020-07-26 04:08:27,049 - mmaction - INFO - Epoch [84][2680/3757] lr: 5.609e-02, eta: 2 days, 14:36:55, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5031, loss_cls: 3.4401, loss: 3.4401, grad_norm: 2.6909 2020-07-26 04:08:38,493 - mmaction - INFO - Epoch [84][2700/3757] lr: 5.609e-02, eta: 2 days, 14:36:41, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5266, loss_cls: 3.3107, loss: 3.3107, grad_norm: 2.6625 2020-07-26 04:08:49,854 - mmaction - INFO - Epoch [84][2720/3757] lr: 5.609e-02, eta: 2 days, 14:36:26, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5305, loss_cls: 3.3502, loss: 3.3502, grad_norm: 2.6413 2020-07-26 04:09:01,249 - mmaction - INFO - Epoch [84][2740/3757] lr: 5.609e-02, eta: 2 days, 14:36:12, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5055, loss_cls: 3.4498, loss: 3.4498, grad_norm: 2.6785 2020-07-26 04:09:12,683 - mmaction - INFO - Epoch [84][2760/3757] lr: 5.609e-02, eta: 2 days, 14:35:57, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5250, loss_cls: 3.4249, loss: 3.4249, grad_norm: 2.5780 2020-07-26 04:09:24,227 - mmaction - INFO - Epoch [84][2780/3757] lr: 5.609e-02, eta: 2 days, 14:35:43, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5172, loss_cls: 3.4636, loss: 3.4636, grad_norm: 2.6585 2020-07-26 04:09:35,712 - mmaction - INFO - Epoch [84][2800/3757] lr: 5.609e-02, eta: 2 days, 14:35:28, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5383, loss_cls: 3.3211, loss: 3.3211, grad_norm: 2.7214 2020-07-26 04:09:47,190 - mmaction - INFO - Epoch [84][2820/3757] lr: 5.609e-02, eta: 2 days, 14:35:14, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.5203, loss_cls: 3.3634, loss: 3.3634, grad_norm: 2.7281 2020-07-26 04:09:58,535 - mmaction - INFO - Epoch [84][2840/3757] lr: 5.609e-02, eta: 2 days, 14:34:59, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5188, loss_cls: 3.3772, loss: 3.3772, grad_norm: 2.7430 2020-07-26 04:10:09,909 - mmaction - INFO - Epoch [84][2860/3757] lr: 5.609e-02, eta: 2 days, 14:34:45, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5172, loss_cls: 3.4339, loss: 3.4339, grad_norm: 2.6868 2020-07-26 04:10:21,381 - mmaction - INFO - Epoch [84][2880/3757] lr: 5.609e-02, eta: 2 days, 14:34:30, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5008, loss_cls: 3.4749, loss: 3.4749, grad_norm: 2.7029 2020-07-26 04:10:32,848 - mmaction - INFO - Epoch [84][2900/3757] lr: 5.609e-02, eta: 2 days, 14:34:16, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5219, loss_cls: 3.3955, loss: 3.3955, grad_norm: 2.6441 2020-07-26 04:10:44,276 - mmaction - INFO - Epoch [84][2920/3757] lr: 5.609e-02, eta: 2 days, 14:34:01, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5023, loss_cls: 3.4217, loss: 3.4217, grad_norm: 2.6628 2020-07-26 04:10:55,801 - mmaction - INFO - Epoch [84][2940/3757] lr: 5.609e-02, eta: 2 days, 14:33:47, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5109, loss_cls: 3.4439, loss: 3.4439, grad_norm: 2.6209 2020-07-26 04:11:07,051 - mmaction - INFO - Epoch [84][2960/3757] lr: 5.609e-02, eta: 2 days, 14:33:32, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5047, loss_cls: 3.4548, loss: 3.4548, grad_norm: 2.6345 2020-07-26 04:11:18,515 - mmaction - INFO - Epoch [84][2980/3757] lr: 5.609e-02, eta: 2 days, 14:33:18, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.4961, loss_cls: 3.4965, loss: 3.4965, grad_norm: 2.6655 2020-07-26 04:11:29,894 - mmaction - INFO - Epoch [84][3000/3757] lr: 5.609e-02, eta: 2 days, 14:33:03, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.4992, loss_cls: 3.4968, loss: 3.4968, grad_norm: 2.6506 2020-07-26 04:11:41,349 - mmaction - INFO - Epoch [84][3020/3757] lr: 5.609e-02, eta: 2 days, 14:32:49, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5156, loss_cls: 3.3664, loss: 3.3664, grad_norm: 2.6024 2020-07-26 04:11:52,782 - mmaction - INFO - Epoch [84][3040/3757] lr: 5.609e-02, eta: 2 days, 14:32:34, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5172, loss_cls: 3.3383, loss: 3.3383, grad_norm: 2.6007 2020-07-26 04:12:04,144 - mmaction - INFO - Epoch [84][3060/3757] lr: 5.609e-02, eta: 2 days, 14:32:20, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5492, loss_cls: 3.3204, loss: 3.3204, grad_norm: 2.7402 2020-07-26 04:12:15,540 - mmaction - INFO - Epoch [84][3080/3757] lr: 5.609e-02, eta: 2 days, 14:32:05, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5258, loss_cls: 3.4082, loss: 3.4082, grad_norm: 2.6412 2020-07-26 04:12:26,939 - mmaction - INFO - Epoch [84][3100/3757] lr: 5.609e-02, eta: 2 days, 14:31:51, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4891, loss_cls: 3.5333, loss: 3.5333, grad_norm: 2.6505 2020-07-26 04:12:38,410 - mmaction - INFO - Epoch [84][3120/3757] lr: 5.609e-02, eta: 2 days, 14:31:36, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.4906, loss_cls: 3.5468, loss: 3.5468, grad_norm: 2.6149 2020-07-26 04:12:49,848 - mmaction - INFO - Epoch [84][3140/3757] lr: 5.609e-02, eta: 2 days, 14:31:22, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5219, loss_cls: 3.3843, loss: 3.3843, grad_norm: 2.6981 2020-07-26 04:13:01,290 - mmaction - INFO - Epoch [84][3160/3757] lr: 5.609e-02, eta: 2 days, 14:31:07, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5266, loss_cls: 3.3450, loss: 3.3450, grad_norm: 2.6862 2020-07-26 04:13:12,793 - mmaction - INFO - Epoch [84][3180/3757] lr: 5.609e-02, eta: 2 days, 14:30:53, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5320, loss_cls: 3.3498, loss: 3.3498, grad_norm: 2.6260 2020-07-26 04:13:24,214 - mmaction - INFO - Epoch [84][3200/3757] lr: 5.609e-02, eta: 2 days, 14:30:38, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2641, top5_acc: 0.4977, loss_cls: 3.4338, loss: 3.4338, grad_norm: 2.6257 2020-07-26 04:13:35,611 - mmaction - INFO - Epoch [84][3220/3757] lr: 5.609e-02, eta: 2 days, 14:30:24, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5195, loss_cls: 3.3766, loss: 3.3766, grad_norm: 2.5710 2020-07-26 04:13:47,082 - mmaction - INFO - Epoch [84][3240/3757] lr: 5.609e-02, eta: 2 days, 14:30:09, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5117, loss_cls: 3.3808, loss: 3.3808, grad_norm: 2.6966 2020-07-26 04:13:58,454 - mmaction - INFO - Epoch [84][3260/3757] lr: 5.609e-02, eta: 2 days, 14:29:55, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5102, loss_cls: 3.4376, loss: 3.4376, grad_norm: 2.5552 2020-07-26 04:14:09,784 - mmaction - INFO - Epoch [84][3280/3757] lr: 5.609e-02, eta: 2 days, 14:29:40, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.5086, loss_cls: 3.4570, loss: 3.4570, grad_norm: 2.6779 2020-07-26 04:14:21,222 - mmaction - INFO - Epoch [84][3300/3757] lr: 5.609e-02, eta: 2 days, 14:29:26, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5266, loss_cls: 3.3045, loss: 3.3045, grad_norm: 2.6294 2020-07-26 04:14:32,609 - mmaction - INFO - Epoch [84][3320/3757] lr: 5.609e-02, eta: 2 days, 14:29:11, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5141, loss_cls: 3.4268, loss: 3.4268, grad_norm: 2.7024 2020-07-26 04:14:44,050 - mmaction - INFO - Epoch [84][3340/3757] lr: 5.609e-02, eta: 2 days, 14:28:57, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5000, loss_cls: 3.4852, loss: 3.4852, grad_norm: 2.7167 2020-07-26 04:14:55,468 - mmaction - INFO - Epoch [84][3360/3757] lr: 5.609e-02, eta: 2 days, 14:28:42, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5094, loss_cls: 3.4043, loss: 3.4043, grad_norm: 2.5986 2020-07-26 04:15:06,899 - mmaction - INFO - Epoch [84][3380/3757] lr: 5.609e-02, eta: 2 days, 14:28:28, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2641, top5_acc: 0.4977, loss_cls: 3.4945, loss: 3.4945, grad_norm: 2.6658 2020-07-26 04:15:18,288 - mmaction - INFO - Epoch [84][3400/3757] lr: 5.609e-02, eta: 2 days, 14:28:13, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.5117, loss_cls: 3.4739, loss: 3.4739, grad_norm: 2.5701 2020-07-26 04:15:29,675 - mmaction - INFO - Epoch [84][3420/3757] lr: 5.609e-02, eta: 2 days, 14:27:59, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5102, loss_cls: 3.4396, loss: 3.4396, grad_norm: 2.6434 2020-07-26 04:15:41,102 - mmaction - INFO - Epoch [84][3440/3757] lr: 5.609e-02, eta: 2 days, 14:27:44, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5141, loss_cls: 3.4371, loss: 3.4371, grad_norm: 2.5954 2020-07-26 04:15:52,584 - mmaction - INFO - Epoch [84][3460/3757] lr: 5.609e-02, eta: 2 days, 14:27:30, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5281, loss_cls: 3.3079, loss: 3.3079, grad_norm: 2.6142 2020-07-26 04:16:03,936 - mmaction - INFO - Epoch [84][3480/3757] lr: 5.609e-02, eta: 2 days, 14:27:15, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5023, loss_cls: 3.4566, loss: 3.4566, grad_norm: 2.6813 2020-07-26 04:16:15,445 - mmaction - INFO - Epoch [84][3500/3757] lr: 5.609e-02, eta: 2 days, 14:27:01, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4906, loss_cls: 3.5267, loss: 3.5267, grad_norm: 2.6794 2020-07-26 04:16:26,864 - mmaction - INFO - Epoch [84][3520/3757] lr: 5.609e-02, eta: 2 days, 14:26:46, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5414, loss_cls: 3.3482, loss: 3.3482, grad_norm: 2.6396 2020-07-26 04:16:38,261 - mmaction - INFO - Epoch [84][3540/3757] lr: 5.609e-02, eta: 2 days, 14:26:32, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2484, top5_acc: 0.5109, loss_cls: 3.4155, loss: 3.4155, grad_norm: 2.6929 2020-07-26 04:16:49,734 - mmaction - INFO - Epoch [84][3560/3757] lr: 5.609e-02, eta: 2 days, 14:26:17, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5141, loss_cls: 3.4611, loss: 3.4611, grad_norm: 2.6603 2020-07-26 04:17:01,221 - mmaction - INFO - Epoch [84][3580/3757] lr: 5.609e-02, eta: 2 days, 14:26:03, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.5195, loss_cls: 3.3782, loss: 3.3782, grad_norm: 2.6579 2020-07-26 04:17:12,639 - mmaction - INFO - Epoch [84][3600/3757] lr: 5.609e-02, eta: 2 days, 14:25:49, time: 0.571, data_time: 0.006, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5367, loss_cls: 3.3632, loss: 3.3632, grad_norm: 2.6096 2020-07-26 04:17:24,039 - mmaction - INFO - Epoch [84][3620/3757] lr: 5.609e-02, eta: 2 days, 14:25:34, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5555, loss_cls: 3.2026, loss: 3.2026, grad_norm: 2.6357 2020-07-26 04:17:35,450 - mmaction - INFO - Epoch [84][3640/3757] lr: 5.609e-02, eta: 2 days, 14:25:19, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5125, loss_cls: 3.4090, loss: 3.4090, grad_norm: 2.7068 2020-07-26 04:17:46,946 - mmaction - INFO - Epoch [84][3660/3757] lr: 5.609e-02, eta: 2 days, 14:25:05, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5367, loss_cls: 3.3958, loss: 3.3958, grad_norm: 2.7899 2020-07-26 04:17:58,324 - mmaction - INFO - Epoch [84][3680/3757] lr: 5.609e-02, eta: 2 days, 14:24:51, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5398, loss_cls: 3.3646, loss: 3.3646, grad_norm: 2.6065 2020-07-26 04:18:09,634 - mmaction - INFO - Epoch [84][3700/3757] lr: 5.609e-02, eta: 2 days, 14:24:36, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5055, loss_cls: 3.4267, loss: 3.4267, grad_norm: 2.6897 2020-07-26 04:18:21,047 - mmaction - INFO - Epoch [84][3720/3757] lr: 5.609e-02, eta: 2 days, 14:24:21, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5188, loss_cls: 3.3332, loss: 3.3332, grad_norm: 2.6124 2020-07-26 04:18:32,465 - mmaction - INFO - Epoch [84][3740/3757] lr: 5.609e-02, eta: 2 days, 14:24:07, time: 0.571, data_time: 0.011, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5148, loss_cls: 3.4009, loss: 3.4009, grad_norm: 2.6563 2020-07-26 04:22:01,922 - mmaction - INFO - Epoch [85][20/3757] lr: 5.523e-02, eta: 2 days, 14:29:11, time: 9.492, data_time: 8.798, memory: 5232, top1_acc: 0.2555, top5_acc: 0.5133, loss_cls: 3.3836, loss: 3.3836, grad_norm: 2.5883 2020-07-26 04:22:13,239 - mmaction - INFO - Epoch [85][40/3757] lr: 5.523e-02, eta: 2 days, 14:28:56, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.5023, loss_cls: 3.4915, loss: 3.4915, grad_norm: 2.6908 2020-07-26 04:22:24,693 - mmaction - INFO - Epoch [85][60/3757] lr: 5.523e-02, eta: 2 days, 14:28:41, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5078, loss_cls: 3.4839, loss: 3.4839, grad_norm: 2.5698 2020-07-26 04:22:36,043 - mmaction - INFO - Epoch [85][80/3757] lr: 5.523e-02, eta: 2 days, 14:28:27, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5242, loss_cls: 3.3540, loss: 3.3540, grad_norm: 2.6122 2020-07-26 04:22:47,359 - mmaction - INFO - Epoch [85][100/3757] lr: 5.523e-02, eta: 2 days, 14:28:12, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5352, loss_cls: 3.3429, loss: 3.3429, grad_norm: 2.6323 2020-07-26 04:22:58,710 - mmaction - INFO - Epoch [85][120/3757] lr: 5.523e-02, eta: 2 days, 14:27:57, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5055, loss_cls: 3.4408, loss: 3.4408, grad_norm: 2.6317 2020-07-26 04:23:10,117 - mmaction - INFO - Epoch [85][140/3757] lr: 5.523e-02, eta: 2 days, 14:27:43, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5133, loss_cls: 3.3385, loss: 3.3385, grad_norm: 2.6683 2020-07-26 04:23:21,511 - mmaction - INFO - Epoch [85][160/3757] lr: 5.523e-02, eta: 2 days, 14:27:28, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5180, loss_cls: 3.4155, loss: 3.4155, grad_norm: 2.7377 2020-07-26 04:23:32,766 - mmaction - INFO - Epoch [85][180/3757] lr: 5.523e-02, eta: 2 days, 14:27:13, time: 0.563, data_time: 0.001, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5297, loss_cls: 3.3467, loss: 3.3467, grad_norm: 2.6760 2020-07-26 04:23:44,196 - mmaction - INFO - Epoch [85][200/3757] lr: 5.523e-02, eta: 2 days, 14:26:59, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5078, loss_cls: 3.4036, loss: 3.4036, grad_norm: 2.6869 2020-07-26 04:23:55,589 - mmaction - INFO - Epoch [85][220/3757] lr: 5.523e-02, eta: 2 days, 14:26:44, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.5328, loss_cls: 3.3534, loss: 3.3534, grad_norm: 2.6709 2020-07-26 04:24:07,100 - mmaction - INFO - Epoch [85][240/3757] lr: 5.523e-02, eta: 2 days, 14:26:30, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5328, loss_cls: 3.3381, loss: 3.3381, grad_norm: 2.7028 2020-07-26 04:24:18,403 - mmaction - INFO - Epoch [85][260/3757] lr: 5.523e-02, eta: 2 days, 14:26:15, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5125, loss_cls: 3.3499, loss: 3.3499, grad_norm: 2.6909 2020-07-26 04:24:29,732 - mmaction - INFO - Epoch [85][280/3757] lr: 5.523e-02, eta: 2 days, 14:26:00, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5352, loss_cls: 3.3987, loss: 3.3987, grad_norm: 2.6985 2020-07-26 04:24:41,057 - mmaction - INFO - Epoch [85][300/3757] lr: 5.523e-02, eta: 2 days, 14:25:46, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5523, loss_cls: 3.2578, loss: 3.2578, grad_norm: 2.6071 2020-07-26 04:24:52,419 - mmaction - INFO - Epoch [85][320/3757] lr: 5.523e-02, eta: 2 days, 14:25:31, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5352, loss_cls: 3.3545, loss: 3.3545, grad_norm: 2.6568 2020-07-26 04:25:03,701 - mmaction - INFO - Epoch [85][340/3757] lr: 5.523e-02, eta: 2 days, 14:25:16, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.5039, loss_cls: 3.4258, loss: 3.4258, grad_norm: 2.6723 2020-07-26 04:25:15,114 - mmaction - INFO - Epoch [85][360/3757] lr: 5.523e-02, eta: 2 days, 14:25:02, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5211, loss_cls: 3.4294, loss: 3.4294, grad_norm: 2.6269 2020-07-26 04:25:26,584 - mmaction - INFO - Epoch [85][380/3757] lr: 5.523e-02, eta: 2 days, 14:24:47, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.5086, loss_cls: 3.4096, loss: 3.4096, grad_norm: 2.6581 2020-07-26 04:25:37,978 - mmaction - INFO - Epoch [85][400/3757] lr: 5.523e-02, eta: 2 days, 14:24:33, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5336, loss_cls: 3.3195, loss: 3.3195, grad_norm: 2.6182 2020-07-26 04:25:49,346 - mmaction - INFO - Epoch [85][420/3757] lr: 5.523e-02, eta: 2 days, 14:24:18, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5188, loss_cls: 3.3431, loss: 3.3431, grad_norm: 2.6550 2020-07-26 04:26:00,781 - mmaction - INFO - Epoch [85][440/3757] lr: 5.523e-02, eta: 2 days, 14:24:03, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5320, loss_cls: 3.3363, loss: 3.3363, grad_norm: 2.7332 2020-07-26 04:26:12,258 - mmaction - INFO - Epoch [85][460/3757] lr: 5.523e-02, eta: 2 days, 14:23:49, time: 0.575, data_time: 0.007, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5273, loss_cls: 3.3969, loss: 3.3969, grad_norm: 2.7560 2020-07-26 04:26:23,734 - mmaction - INFO - Epoch [85][480/3757] lr: 5.523e-02, eta: 2 days, 14:23:35, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5109, loss_cls: 3.4213, loss: 3.4213, grad_norm: 2.6431 2020-07-26 04:26:35,057 - mmaction - INFO - Epoch [85][500/3757] lr: 5.523e-02, eta: 2 days, 14:23:20, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5141, loss_cls: 3.3892, loss: 3.3892, grad_norm: 2.6274 2020-07-26 04:26:46,423 - mmaction - INFO - Epoch [85][520/3757] lr: 5.523e-02, eta: 2 days, 14:23:05, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5367, loss_cls: 3.2849, loss: 3.2849, grad_norm: 2.7213 2020-07-26 04:26:57,680 - mmaction - INFO - Epoch [85][540/3757] lr: 5.523e-02, eta: 2 days, 14:22:50, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5328, loss_cls: 3.3142, loss: 3.3142, grad_norm: 2.7253 2020-07-26 04:27:09,098 - mmaction - INFO - Epoch [85][560/3757] lr: 5.523e-02, eta: 2 days, 14:22:36, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.5078, loss_cls: 3.4373, loss: 3.4373, grad_norm: 2.7246 2020-07-26 04:27:20,492 - mmaction - INFO - Epoch [85][580/3757] lr: 5.523e-02, eta: 2 days, 14:22:21, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5281, loss_cls: 3.3564, loss: 3.3564, grad_norm: 2.5693 2020-07-26 04:27:31,798 - mmaction - INFO - Epoch [85][600/3757] lr: 5.523e-02, eta: 2 days, 14:22:07, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5109, loss_cls: 3.4225, loss: 3.4225, grad_norm: 2.6501 2020-07-26 04:27:43,149 - mmaction - INFO - Epoch [85][620/3757] lr: 5.523e-02, eta: 2 days, 14:21:52, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2641, top5_acc: 0.5109, loss_cls: 3.4020, loss: 3.4020, grad_norm: 2.7356 2020-07-26 04:27:54,593 - mmaction - INFO - Epoch [85][640/3757] lr: 5.523e-02, eta: 2 days, 14:21:37, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5211, loss_cls: 3.3727, loss: 3.3727, grad_norm: 2.6519 2020-07-26 04:28:06,026 - mmaction - INFO - Epoch [85][660/3757] lr: 5.523e-02, eta: 2 days, 14:21:23, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.4961, loss_cls: 3.4608, loss: 3.4608, grad_norm: 2.6605 2020-07-26 04:28:17,433 - mmaction - INFO - Epoch [85][680/3757] lr: 5.523e-02, eta: 2 days, 14:21:08, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5203, loss_cls: 3.3813, loss: 3.3813, grad_norm: 2.7094 2020-07-26 04:28:28,846 - mmaction - INFO - Epoch [85][700/3757] lr: 5.523e-02, eta: 2 days, 14:20:54, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5133, loss_cls: 3.3721, loss: 3.3721, grad_norm: 2.6502 2020-07-26 04:28:40,352 - mmaction - INFO - Epoch [85][720/3757] lr: 5.523e-02, eta: 2 days, 14:20:40, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5234, loss_cls: 3.3323, loss: 3.3323, grad_norm: 2.6445 2020-07-26 04:28:51,744 - mmaction - INFO - Epoch [85][740/3757] lr: 5.523e-02, eta: 2 days, 14:20:25, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5211, loss_cls: 3.3452, loss: 3.3452, grad_norm: 2.7917 2020-07-26 04:29:03,085 - mmaction - INFO - Epoch [85][760/3757] lr: 5.523e-02, eta: 2 days, 14:20:10, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5227, loss_cls: 3.3961, loss: 3.3961, grad_norm: 2.7188 2020-07-26 04:29:14,594 - mmaction - INFO - Epoch [85][780/3757] lr: 5.523e-02, eta: 2 days, 14:19:56, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5414, loss_cls: 3.3407, loss: 3.3407, grad_norm: 2.6524 2020-07-26 04:29:26,024 - mmaction - INFO - Epoch [85][800/3757] lr: 5.523e-02, eta: 2 days, 14:19:41, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2594, top5_acc: 0.4875, loss_cls: 3.4894, loss: 3.4894, grad_norm: 2.6910 2020-07-26 04:29:37,502 - mmaction - INFO - Epoch [85][820/3757] lr: 5.523e-02, eta: 2 days, 14:19:27, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5273, loss_cls: 3.3385, loss: 3.3385, grad_norm: 2.5949 2020-07-26 04:29:48,942 - mmaction - INFO - Epoch [85][840/3757] lr: 5.523e-02, eta: 2 days, 14:19:13, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2727, top5_acc: 0.4961, loss_cls: 3.4695, loss: 3.4695, grad_norm: 2.6571 2020-07-26 04:30:00,397 - mmaction - INFO - Epoch [85][860/3757] lr: 5.523e-02, eta: 2 days, 14:18:58, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5094, loss_cls: 3.3615, loss: 3.3615, grad_norm: 2.6196 2020-07-26 04:30:11,777 - mmaction - INFO - Epoch [85][880/3757] lr: 5.523e-02, eta: 2 days, 14:18:44, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5266, loss_cls: 3.3743, loss: 3.3743, grad_norm: 2.6690 2020-07-26 04:30:23,205 - mmaction - INFO - Epoch [85][900/3757] lr: 5.523e-02, eta: 2 days, 14:18:29, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5305, loss_cls: 3.2798, loss: 3.2798, grad_norm: 2.6319 2020-07-26 04:30:34,585 - mmaction - INFO - Epoch [85][920/3757] lr: 5.523e-02, eta: 2 days, 14:18:14, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5125, loss_cls: 3.3719, loss: 3.3719, grad_norm: 2.6981 2020-07-26 04:30:46,005 - mmaction - INFO - Epoch [85][940/3757] lr: 5.523e-02, eta: 2 days, 14:18:00, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.4844, loss_cls: 3.5075, loss: 3.5075, grad_norm: 2.7666 2020-07-26 04:30:57,407 - mmaction - INFO - Epoch [85][960/3757] lr: 5.523e-02, eta: 2 days, 14:17:45, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5289, loss_cls: 3.3174, loss: 3.3174, grad_norm: 2.6341 2020-07-26 04:31:08,789 - mmaction - INFO - Epoch [85][980/3757] lr: 5.523e-02, eta: 2 days, 14:17:31, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2570, top5_acc: 0.5180, loss_cls: 3.4747, loss: 3.4747, grad_norm: 2.6883 2020-07-26 04:31:20,252 - mmaction - INFO - Epoch [85][1000/3757] lr: 5.523e-02, eta: 2 days, 14:17:16, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5156, loss_cls: 3.3639, loss: 3.3639, grad_norm: 2.5899 2020-07-26 04:31:31,668 - mmaction - INFO - Epoch [85][1020/3757] lr: 5.523e-02, eta: 2 days, 14:17:02, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5133, loss_cls: 3.4094, loss: 3.4094, grad_norm: 2.6460 2020-07-26 04:31:43,143 - mmaction - INFO - Epoch [85][1040/3757] lr: 5.523e-02, eta: 2 days, 14:16:48, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5125, loss_cls: 3.4687, loss: 3.4687, grad_norm: 2.6771 2020-07-26 04:31:54,629 - mmaction - INFO - Epoch [85][1060/3757] lr: 5.523e-02, eta: 2 days, 14:16:33, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5242, loss_cls: 3.4150, loss: 3.4150, grad_norm: 2.6012 2020-07-26 04:32:06,062 - mmaction - INFO - Epoch [85][1080/3757] lr: 5.523e-02, eta: 2 days, 14:16:19, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.5141, loss_cls: 3.4359, loss: 3.4359, grad_norm: 2.5916 2020-07-26 04:32:17,501 - mmaction - INFO - Epoch [85][1100/3757] lr: 5.523e-02, eta: 2 days, 14:16:04, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5375, loss_cls: 3.3010, loss: 3.3010, grad_norm: 2.5432 2020-07-26 04:32:28,910 - mmaction - INFO - Epoch [85][1120/3757] lr: 5.523e-02, eta: 2 days, 14:15:50, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5273, loss_cls: 3.3286, loss: 3.3286, grad_norm: 2.6605 2020-07-26 04:32:40,262 - mmaction - INFO - Epoch [85][1140/3757] lr: 5.523e-02, eta: 2 days, 14:15:35, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5312, loss_cls: 3.3280, loss: 3.3280, grad_norm: 2.6975 2020-07-26 04:32:51,633 - mmaction - INFO - Epoch [85][1160/3757] lr: 5.523e-02, eta: 2 days, 14:15:20, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5242, loss_cls: 3.3661, loss: 3.3661, grad_norm: 2.6718 2020-07-26 04:33:03,028 - mmaction - INFO - Epoch [85][1180/3757] lr: 5.523e-02, eta: 2 days, 14:15:06, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5445, loss_cls: 3.3361, loss: 3.3361, grad_norm: 2.6917 2020-07-26 04:33:14,484 - mmaction - INFO - Epoch [85][1200/3757] lr: 5.523e-02, eta: 2 days, 14:14:51, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5383, loss_cls: 3.2932, loss: 3.2932, grad_norm: 2.7215 2020-07-26 04:33:25,874 - mmaction - INFO - Epoch [85][1220/3757] lr: 5.523e-02, eta: 2 days, 14:14:37, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5180, loss_cls: 3.3451, loss: 3.3451, grad_norm: 2.6354 2020-07-26 04:33:37,298 - mmaction - INFO - Epoch [85][1240/3757] lr: 5.523e-02, eta: 2 days, 14:14:22, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5188, loss_cls: 3.3114, loss: 3.3114, grad_norm: 2.6781 2020-07-26 04:33:48,752 - mmaction - INFO - Epoch [85][1260/3757] lr: 5.523e-02, eta: 2 days, 14:14:08, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5344, loss_cls: 3.3268, loss: 3.3268, grad_norm: 2.7716 2020-07-26 04:34:00,208 - mmaction - INFO - Epoch [85][1280/3757] lr: 5.523e-02, eta: 2 days, 14:13:54, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5367, loss_cls: 3.3494, loss: 3.3494, grad_norm: 2.7344 2020-07-26 04:34:11,575 - mmaction - INFO - Epoch [85][1300/3757] lr: 5.523e-02, eta: 2 days, 14:13:39, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5141, loss_cls: 3.3792, loss: 3.3792, grad_norm: 2.6996 2020-07-26 04:34:23,012 - mmaction - INFO - Epoch [85][1320/3757] lr: 5.523e-02, eta: 2 days, 14:13:24, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5203, loss_cls: 3.3829, loss: 3.3829, grad_norm: 2.7007 2020-07-26 04:34:34,432 - mmaction - INFO - Epoch [85][1340/3757] lr: 5.523e-02, eta: 2 days, 14:13:10, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5180, loss_cls: 3.3993, loss: 3.3993, grad_norm: 2.6320 2020-07-26 04:34:45,895 - mmaction - INFO - Epoch [85][1360/3757] lr: 5.523e-02, eta: 2 days, 14:12:56, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5312, loss_cls: 3.3756, loss: 3.3756, grad_norm: 2.6399 2020-07-26 04:34:57,144 - mmaction - INFO - Epoch [85][1380/3757] lr: 5.523e-02, eta: 2 days, 14:12:41, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5344, loss_cls: 3.3094, loss: 3.3094, grad_norm: 2.7544 2020-07-26 04:35:08,620 - mmaction - INFO - Epoch [85][1400/3757] lr: 5.523e-02, eta: 2 days, 14:12:26, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5164, loss_cls: 3.4120, loss: 3.4120, grad_norm: 2.6766 2020-07-26 04:35:20,022 - mmaction - INFO - Epoch [85][1420/3757] lr: 5.523e-02, eta: 2 days, 14:12:12, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2828, top5_acc: 0.4953, loss_cls: 3.4871, loss: 3.4871, grad_norm: 2.6487 2020-07-26 04:35:31,453 - mmaction - INFO - Epoch [85][1440/3757] lr: 5.523e-02, eta: 2 days, 14:11:57, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5266, loss_cls: 3.3569, loss: 3.3569, grad_norm: 2.7499 2020-07-26 04:35:42,891 - mmaction - INFO - Epoch [85][1460/3757] lr: 5.523e-02, eta: 2 days, 14:11:43, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5242, loss_cls: 3.4359, loss: 3.4359, grad_norm: 2.7192 2020-07-26 04:35:54,268 - mmaction - INFO - Epoch [85][1480/3757] lr: 5.523e-02, eta: 2 days, 14:11:28, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5234, loss_cls: 3.3890, loss: 3.3890, grad_norm: 2.6429 2020-07-26 04:36:05,645 - mmaction - INFO - Epoch [85][1500/3757] lr: 5.523e-02, eta: 2 days, 14:11:14, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5445, loss_cls: 3.3273, loss: 3.3273, grad_norm: 2.6695 2020-07-26 04:36:17,089 - mmaction - INFO - Epoch [85][1520/3757] lr: 5.523e-02, eta: 2 days, 14:10:59, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2508, top5_acc: 0.5102, loss_cls: 3.4678, loss: 3.4678, grad_norm: 2.6592 2020-07-26 04:36:28,517 - mmaction - INFO - Epoch [85][1540/3757] lr: 5.523e-02, eta: 2 days, 14:10:45, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5203, loss_cls: 3.3001, loss: 3.3001, grad_norm: 2.6378 2020-07-26 04:36:39,987 - mmaction - INFO - Epoch [85][1560/3757] lr: 5.523e-02, eta: 2 days, 14:10:30, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5391, loss_cls: 3.3359, loss: 3.3359, grad_norm: 2.6797 2020-07-26 04:36:51,435 - mmaction - INFO - Epoch [85][1580/3757] lr: 5.523e-02, eta: 2 days, 14:10:16, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5180, loss_cls: 3.4422, loss: 3.4422, grad_norm: 2.7574 2020-07-26 04:37:02,917 - mmaction - INFO - Epoch [85][1600/3757] lr: 5.523e-02, eta: 2 days, 14:10:02, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5469, loss_cls: 3.2909, loss: 3.2909, grad_norm: 2.6653 2020-07-26 04:37:14,362 - mmaction - INFO - Epoch [85][1620/3757] lr: 5.523e-02, eta: 2 days, 14:09:47, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5344, loss_cls: 3.3117, loss: 3.3117, grad_norm: 2.6286 2020-07-26 04:37:25,802 - mmaction - INFO - Epoch [85][1640/3757] lr: 5.523e-02, eta: 2 days, 14:09:33, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5023, loss_cls: 3.4399, loss: 3.4399, grad_norm: 2.6686 2020-07-26 04:37:37,189 - mmaction - INFO - Epoch [85][1660/3757] lr: 5.523e-02, eta: 2 days, 14:09:18, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5188, loss_cls: 3.4327, loss: 3.4327, grad_norm: 2.5836 2020-07-26 04:37:48,528 - mmaction - INFO - Epoch [85][1680/3757] lr: 5.523e-02, eta: 2 days, 14:09:04, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5188, loss_cls: 3.3980, loss: 3.3980, grad_norm: 2.7667 2020-07-26 04:37:59,903 - mmaction - INFO - Epoch [85][1700/3757] lr: 5.523e-02, eta: 2 days, 14:08:49, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5094, loss_cls: 3.3793, loss: 3.3793, grad_norm: 2.6887 2020-07-26 04:38:11,276 - mmaction - INFO - Epoch [85][1720/3757] lr: 5.523e-02, eta: 2 days, 14:08:34, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5484, loss_cls: 3.2937, loss: 3.2937, grad_norm: 2.6904 2020-07-26 04:38:22,663 - mmaction - INFO - Epoch [85][1740/3757] lr: 5.523e-02, eta: 2 days, 14:08:20, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5359, loss_cls: 3.3383, loss: 3.3383, grad_norm: 2.6150 2020-07-26 04:38:34,163 - mmaction - INFO - Epoch [85][1760/3757] lr: 5.523e-02, eta: 2 days, 14:08:06, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5297, loss_cls: 3.3267, loss: 3.3267, grad_norm: 2.6684 2020-07-26 04:38:45,664 - mmaction - INFO - Epoch [85][1780/3757] lr: 5.523e-02, eta: 2 days, 14:07:51, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5180, loss_cls: 3.3995, loss: 3.3995, grad_norm: 2.7081 2020-07-26 04:38:57,026 - mmaction - INFO - Epoch [85][1800/3757] lr: 5.523e-02, eta: 2 days, 14:07:37, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5391, loss_cls: 3.3388, loss: 3.3388, grad_norm: 2.6430 2020-07-26 04:39:08,549 - mmaction - INFO - Epoch [85][1820/3757] lr: 5.523e-02, eta: 2 days, 14:07:22, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5492, loss_cls: 3.2936, loss: 3.2936, grad_norm: 2.7322 2020-07-26 04:39:20,152 - mmaction - INFO - Epoch [85][1840/3757] lr: 5.523e-02, eta: 2 days, 14:07:08, time: 0.580, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5203, loss_cls: 3.3867, loss: 3.3867, grad_norm: 2.6927 2020-07-26 04:39:31,712 - mmaction - INFO - Epoch [85][1860/3757] lr: 5.523e-02, eta: 2 days, 14:06:54, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5383, loss_cls: 3.3077, loss: 3.3077, grad_norm: 2.6341 2020-07-26 04:39:43,109 - mmaction - INFO - Epoch [85][1880/3757] lr: 5.523e-02, eta: 2 days, 14:06:39, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5422, loss_cls: 3.3291, loss: 3.3291, grad_norm: 2.6643 2020-07-26 04:39:54,562 - mmaction - INFO - Epoch [85][1900/3757] lr: 5.523e-02, eta: 2 days, 14:06:25, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.4898, loss_cls: 3.5189, loss: 3.5189, grad_norm: 2.7419 2020-07-26 04:40:05,869 - mmaction - INFO - Epoch [85][1920/3757] lr: 5.523e-02, eta: 2 days, 14:06:10, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5141, loss_cls: 3.3693, loss: 3.3693, grad_norm: 2.6252 2020-07-26 04:40:17,246 - mmaction - INFO - Epoch [85][1940/3757] lr: 5.523e-02, eta: 2 days, 14:05:56, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5398, loss_cls: 3.2835, loss: 3.2835, grad_norm: 2.6313 2020-07-26 04:40:28,640 - mmaction - INFO - Epoch [85][1960/3757] lr: 5.523e-02, eta: 2 days, 14:05:41, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5281, loss_cls: 3.3819, loss: 3.3819, grad_norm: 2.7809 2020-07-26 04:40:40,074 - mmaction - INFO - Epoch [85][1980/3757] lr: 5.523e-02, eta: 2 days, 14:05:27, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5133, loss_cls: 3.3849, loss: 3.3849, grad_norm: 2.7482 2020-07-26 04:40:51,407 - mmaction - INFO - Epoch [85][2000/3757] lr: 5.523e-02, eta: 2 days, 14:05:12, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5047, loss_cls: 3.4894, loss: 3.4894, grad_norm: 2.6757 2020-07-26 04:41:02,796 - mmaction - INFO - Epoch [85][2020/3757] lr: 5.523e-02, eta: 2 days, 14:04:58, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5242, loss_cls: 3.3780, loss: 3.3780, grad_norm: 2.6293 2020-07-26 04:41:14,300 - mmaction - INFO - Epoch [85][2040/3757] lr: 5.523e-02, eta: 2 days, 14:04:43, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2852, top5_acc: 0.4969, loss_cls: 3.3844, loss: 3.3844, grad_norm: 2.6856 2020-07-26 04:41:25,687 - mmaction - INFO - Epoch [85][2060/3757] lr: 5.523e-02, eta: 2 days, 14:04:29, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5141, loss_cls: 3.3641, loss: 3.3641, grad_norm: 2.6016 2020-07-26 04:41:37,002 - mmaction - INFO - Epoch [85][2080/3757] lr: 5.523e-02, eta: 2 days, 14:04:14, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5211, loss_cls: 3.3296, loss: 3.3296, grad_norm: 2.6526 2020-07-26 04:41:48,472 - mmaction - INFO - Epoch [85][2100/3757] lr: 5.523e-02, eta: 2 days, 14:04:00, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5227, loss_cls: 3.3496, loss: 3.3496, grad_norm: 2.6450 2020-07-26 04:41:59,896 - mmaction - INFO - Epoch [85][2120/3757] lr: 5.523e-02, eta: 2 days, 14:03:45, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5266, loss_cls: 3.3069, loss: 3.3069, grad_norm: 2.7116 2020-07-26 04:42:11,304 - mmaction - INFO - Epoch [85][2140/3757] lr: 5.523e-02, eta: 2 days, 14:03:31, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5281, loss_cls: 3.3858, loss: 3.3858, grad_norm: 2.7578 2020-07-26 04:42:22,721 - mmaction - INFO - Epoch [85][2160/3757] lr: 5.523e-02, eta: 2 days, 14:03:16, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.5094, loss_cls: 3.4711, loss: 3.4711, grad_norm: 2.7420 2020-07-26 04:42:34,305 - mmaction - INFO - Epoch [85][2180/3757] lr: 5.523e-02, eta: 2 days, 14:03:02, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5000, loss_cls: 3.4176, loss: 3.4176, grad_norm: 2.6177 2020-07-26 04:42:45,647 - mmaction - INFO - Epoch [85][2200/3757] lr: 5.523e-02, eta: 2 days, 14:02:48, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5172, loss_cls: 3.3933, loss: 3.3933, grad_norm: 2.7042 2020-07-26 04:42:57,092 - mmaction - INFO - Epoch [85][2220/3757] lr: 5.523e-02, eta: 2 days, 14:02:33, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5273, loss_cls: 3.3098, loss: 3.3098, grad_norm: 2.6325 2020-07-26 04:43:08,498 - mmaction - INFO - Epoch [85][2240/3757] lr: 5.523e-02, eta: 2 days, 14:02:19, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.4977, loss_cls: 3.4274, loss: 3.4274, grad_norm: 2.6603 2020-07-26 04:43:19,939 - mmaction - INFO - Epoch [85][2260/3757] lr: 5.523e-02, eta: 2 days, 14:02:04, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5437, loss_cls: 3.2470, loss: 3.2470, grad_norm: 2.6544 2020-07-26 04:43:31,341 - mmaction - INFO - Epoch [85][2280/3757] lr: 5.523e-02, eta: 2 days, 14:01:50, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2422, top5_acc: 0.4906, loss_cls: 3.4580, loss: 3.4580, grad_norm: 2.7567 2020-07-26 04:43:42,783 - mmaction - INFO - Epoch [85][2300/3757] lr: 5.523e-02, eta: 2 days, 14:01:35, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.5117, loss_cls: 3.4697, loss: 3.4697, grad_norm: 2.8095 2020-07-26 04:43:54,153 - mmaction - INFO - Epoch [85][2320/3757] lr: 5.523e-02, eta: 2 days, 14:01:21, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5211, loss_cls: 3.4123, loss: 3.4123, grad_norm: 2.6057 2020-07-26 04:44:05,585 - mmaction - INFO - Epoch [85][2340/3757] lr: 5.523e-02, eta: 2 days, 14:01:06, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5234, loss_cls: 3.3618, loss: 3.3618, grad_norm: 2.6538 2020-07-26 04:44:17,029 - mmaction - INFO - Epoch [85][2360/3757] lr: 5.523e-02, eta: 2 days, 14:00:52, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5148, loss_cls: 3.3498, loss: 3.3498, grad_norm: 2.5824 2020-07-26 04:44:28,433 - mmaction - INFO - Epoch [85][2380/3757] lr: 5.523e-02, eta: 2 days, 14:00:37, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5141, loss_cls: 3.3714, loss: 3.3714, grad_norm: 2.7142 2020-07-26 04:44:39,858 - mmaction - INFO - Epoch [85][2400/3757] lr: 5.523e-02, eta: 2 days, 14:00:23, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5359, loss_cls: 3.3548, loss: 3.3548, grad_norm: 2.6968 2020-07-26 04:44:51,243 - mmaction - INFO - Epoch [85][2420/3757] lr: 5.523e-02, eta: 2 days, 14:00:08, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5203, loss_cls: 3.3393, loss: 3.3393, grad_norm: 2.6563 2020-07-26 04:45:02,914 - mmaction - INFO - Epoch [85][2440/3757] lr: 5.523e-02, eta: 2 days, 13:59:54, time: 0.584, data_time: 0.014, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5281, loss_cls: 3.4130, loss: 3.4130, grad_norm: 2.6679 2020-07-26 04:45:14,340 - mmaction - INFO - Epoch [85][2460/3757] lr: 5.523e-02, eta: 2 days, 13:59:40, time: 0.571, data_time: 0.001, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5195, loss_cls: 3.3877, loss: 3.3877, grad_norm: 2.6601 2020-07-26 04:45:25,673 - mmaction - INFO - Epoch [85][2480/3757] lr: 5.523e-02, eta: 2 days, 13:59:25, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5117, loss_cls: 3.4441, loss: 3.4441, grad_norm: 2.7219 2020-07-26 04:45:37,069 - mmaction - INFO - Epoch [85][2500/3757] lr: 5.523e-02, eta: 2 days, 13:59:11, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5328, loss_cls: 3.4521, loss: 3.4521, grad_norm: 2.7424 2020-07-26 04:45:48,460 - mmaction - INFO - Epoch [85][2520/3757] lr: 5.523e-02, eta: 2 days, 13:58:56, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5211, loss_cls: 3.4179, loss: 3.4179, grad_norm: 2.5970 2020-07-26 04:45:59,881 - mmaction - INFO - Epoch [85][2540/3757] lr: 5.523e-02, eta: 2 days, 13:58:42, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5344, loss_cls: 3.3050, loss: 3.3050, grad_norm: 2.6388 2020-07-26 04:46:11,274 - mmaction - INFO - Epoch [85][2560/3757] lr: 5.523e-02, eta: 2 days, 13:58:27, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5406, loss_cls: 3.3144, loss: 3.3144, grad_norm: 2.7001 2020-07-26 04:46:22,781 - mmaction - INFO - Epoch [85][2580/3757] lr: 5.523e-02, eta: 2 days, 13:58:13, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.4883, loss_cls: 3.4828, loss: 3.4828, grad_norm: 2.6672 2020-07-26 04:46:34,220 - mmaction - INFO - Epoch [85][2600/3757] lr: 5.523e-02, eta: 2 days, 13:57:59, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5281, loss_cls: 3.3799, loss: 3.3799, grad_norm: 2.6142 2020-07-26 04:46:45,682 - mmaction - INFO - Epoch [85][2620/3757] lr: 5.523e-02, eta: 2 days, 13:57:44, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.5094, loss_cls: 3.4402, loss: 3.4402, grad_norm: 2.5672 2020-07-26 04:46:57,036 - mmaction - INFO - Epoch [85][2640/3757] lr: 5.523e-02, eta: 2 days, 13:57:30, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5453, loss_cls: 3.2955, loss: 3.2955, grad_norm: 2.6585 2020-07-26 04:47:08,517 - mmaction - INFO - Epoch [85][2660/3757] lr: 5.523e-02, eta: 2 days, 13:57:15, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5148, loss_cls: 3.3912, loss: 3.3912, grad_norm: 2.6929 2020-07-26 04:47:20,007 - mmaction - INFO - Epoch [85][2680/3757] lr: 5.523e-02, eta: 2 days, 13:57:01, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5344, loss_cls: 3.3556, loss: 3.3556, grad_norm: 2.6846 2020-07-26 04:47:31,474 - mmaction - INFO - Epoch [85][2700/3757] lr: 5.523e-02, eta: 2 days, 13:56:47, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5039, loss_cls: 3.4429, loss: 3.4429, grad_norm: 2.6664 2020-07-26 04:47:42,915 - mmaction - INFO - Epoch [85][2720/3757] lr: 5.523e-02, eta: 2 days, 13:56:32, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.4961, loss_cls: 3.5145, loss: 3.5145, grad_norm: 2.6713 2020-07-26 04:47:54,418 - mmaction - INFO - Epoch [85][2740/3757] lr: 5.523e-02, eta: 2 days, 13:56:18, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5398, loss_cls: 3.3667, loss: 3.3667, grad_norm: 2.6936 2020-07-26 04:48:05,821 - mmaction - INFO - Epoch [85][2760/3757] lr: 5.523e-02, eta: 2 days, 13:56:03, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5258, loss_cls: 3.3543, loss: 3.3543, grad_norm: 2.6489 2020-07-26 04:48:17,148 - mmaction - INFO - Epoch [85][2780/3757] lr: 5.523e-02, eta: 2 days, 13:55:49, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5258, loss_cls: 3.3720, loss: 3.3720, grad_norm: 2.6208 2020-07-26 04:48:28,422 - mmaction - INFO - Epoch [85][2800/3757] lr: 5.523e-02, eta: 2 days, 13:55:34, time: 0.564, data_time: 0.004, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5094, loss_cls: 3.4251, loss: 3.4251, grad_norm: 2.6736 2020-07-26 04:48:39,848 - mmaction - INFO - Epoch [85][2820/3757] lr: 5.523e-02, eta: 2 days, 13:55:20, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.4977, loss_cls: 3.4575, loss: 3.4575, grad_norm: 2.7328 2020-07-26 04:48:51,321 - mmaction - INFO - Epoch [85][2840/3757] lr: 5.523e-02, eta: 2 days, 13:55:05, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5312, loss_cls: 3.3444, loss: 3.3444, grad_norm: 2.7044 2020-07-26 04:49:02,796 - mmaction - INFO - Epoch [85][2860/3757] lr: 5.523e-02, eta: 2 days, 13:54:51, time: 0.574, data_time: 0.009, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5133, loss_cls: 3.4079, loss: 3.4079, grad_norm: 2.6070 2020-07-26 04:49:14,216 - mmaction - INFO - Epoch [85][2880/3757] lr: 5.523e-02, eta: 2 days, 13:54:37, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5164, loss_cls: 3.3881, loss: 3.3881, grad_norm: 2.6086 2020-07-26 04:49:25,729 - mmaction - INFO - Epoch [85][2900/3757] lr: 5.523e-02, eta: 2 days, 13:54:22, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5375, loss_cls: 3.2628, loss: 3.2628, grad_norm: 2.6026 2020-07-26 04:49:37,017 - mmaction - INFO - Epoch [85][2920/3757] lr: 5.523e-02, eta: 2 days, 13:54:08, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5289, loss_cls: 3.2726, loss: 3.2726, grad_norm: 2.7108 2020-07-26 04:49:48,395 - mmaction - INFO - Epoch [85][2940/3757] lr: 5.523e-02, eta: 2 days, 13:53:53, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5312, loss_cls: 3.3791, loss: 3.3791, grad_norm: 2.7223 2020-07-26 04:49:59,844 - mmaction - INFO - Epoch [85][2960/3757] lr: 5.523e-02, eta: 2 days, 13:53:39, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5094, loss_cls: 3.4916, loss: 3.4916, grad_norm: 2.6850 2020-07-26 04:50:11,332 - mmaction - INFO - Epoch [85][2980/3757] lr: 5.523e-02, eta: 2 days, 13:53:24, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5070, loss_cls: 3.4785, loss: 3.4785, grad_norm: 2.6856 2020-07-26 04:50:22,889 - mmaction - INFO - Epoch [85][3000/3757] lr: 5.523e-02, eta: 2 days, 13:53:10, time: 0.578, data_time: 0.008, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5281, loss_cls: 3.3724, loss: 3.3724, grad_norm: 2.6359 2020-07-26 04:50:34,392 - mmaction - INFO - Epoch [85][3020/3757] lr: 5.523e-02, eta: 2 days, 13:52:56, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5289, loss_cls: 3.4274, loss: 3.4274, grad_norm: 2.7589 2020-07-26 04:50:45,656 - mmaction - INFO - Epoch [85][3040/3757] lr: 5.523e-02, eta: 2 days, 13:52:41, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.4953, loss_cls: 3.4718, loss: 3.4718, grad_norm: 2.7155 2020-07-26 04:50:57,102 - mmaction - INFO - Epoch [85][3060/3757] lr: 5.523e-02, eta: 2 days, 13:52:27, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5117, loss_cls: 3.4571, loss: 3.4571, grad_norm: 2.7087 2020-07-26 04:51:08,639 - mmaction - INFO - Epoch [85][3080/3757] lr: 5.523e-02, eta: 2 days, 13:52:13, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.5195, loss_cls: 3.4284, loss: 3.4284, grad_norm: 2.7066 2020-07-26 04:51:20,009 - mmaction - INFO - Epoch [85][3100/3757] lr: 5.523e-02, eta: 2 days, 13:51:58, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.2586, top5_acc: 0.5219, loss_cls: 3.3921, loss: 3.3921, grad_norm: 2.6469 2020-07-26 04:51:31,463 - mmaction - INFO - Epoch [85][3120/3757] lr: 5.523e-02, eta: 2 days, 13:51:44, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5195, loss_cls: 3.3937, loss: 3.3937, grad_norm: 2.6203 2020-07-26 04:51:42,864 - mmaction - INFO - Epoch [85][3140/3757] lr: 5.523e-02, eta: 2 days, 13:51:29, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5141, loss_cls: 3.4241, loss: 3.4241, grad_norm: 2.8082 2020-07-26 04:51:54,217 - mmaction - INFO - Epoch [85][3160/3757] lr: 5.523e-02, eta: 2 days, 13:51:15, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5148, loss_cls: 3.3873, loss: 3.3873, grad_norm: 2.6346 2020-07-26 04:52:05,555 - mmaction - INFO - Epoch [85][3180/3757] lr: 5.523e-02, eta: 2 days, 13:51:00, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5539, loss_cls: 3.2688, loss: 3.2688, grad_norm: 2.6338 2020-07-26 04:52:16,937 - mmaction - INFO - Epoch [85][3200/3757] lr: 5.523e-02, eta: 2 days, 13:50:45, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5234, loss_cls: 3.3793, loss: 3.3793, grad_norm: 2.7400 2020-07-26 04:52:28,266 - mmaction - INFO - Epoch [85][3220/3757] lr: 5.523e-02, eta: 2 days, 13:50:31, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5148, loss_cls: 3.4055, loss: 3.4055, grad_norm: 2.6739 2020-07-26 04:52:39,658 - mmaction - INFO - Epoch [85][3240/3757] lr: 5.523e-02, eta: 2 days, 13:50:16, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5203, loss_cls: 3.3647, loss: 3.3647, grad_norm: 2.6689 2020-07-26 04:52:51,057 - mmaction - INFO - Epoch [85][3260/3757] lr: 5.523e-02, eta: 2 days, 13:50:02, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.5109, loss_cls: 3.4060, loss: 3.4060, grad_norm: 2.7035 2020-07-26 04:53:02,344 - mmaction - INFO - Epoch [85][3280/3757] lr: 5.523e-02, eta: 2 days, 13:49:47, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5297, loss_cls: 3.3612, loss: 3.3612, grad_norm: 2.6897 2020-07-26 04:53:13,793 - mmaction - INFO - Epoch [85][3300/3757] lr: 5.523e-02, eta: 2 days, 13:49:33, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.5203, loss_cls: 3.3932, loss: 3.3932, grad_norm: 2.7110 2020-07-26 04:53:25,137 - mmaction - INFO - Epoch [85][3320/3757] lr: 5.523e-02, eta: 2 days, 13:49:18, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5156, loss_cls: 3.4398, loss: 3.4398, grad_norm: 2.6317 2020-07-26 04:53:36,466 - mmaction - INFO - Epoch [85][3340/3757] lr: 5.523e-02, eta: 2 days, 13:49:04, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.5125, loss_cls: 3.4072, loss: 3.4072, grad_norm: 2.7454 2020-07-26 04:53:47,920 - mmaction - INFO - Epoch [85][3360/3757] lr: 5.523e-02, eta: 2 days, 13:48:49, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5148, loss_cls: 3.4100, loss: 3.4100, grad_norm: 2.7625 2020-07-26 04:53:59,275 - mmaction - INFO - Epoch [85][3380/3757] lr: 5.523e-02, eta: 2 days, 13:48:35, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5227, loss_cls: 3.3436, loss: 3.3436, grad_norm: 2.6257 2020-07-26 04:54:10,703 - mmaction - INFO - Epoch [85][3400/3757] lr: 5.523e-02, eta: 2 days, 13:48:20, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2687, top5_acc: 0.4945, loss_cls: 3.4520, loss: 3.4520, grad_norm: 2.7124 2020-07-26 04:54:22,133 - mmaction - INFO - Epoch [85][3420/3757] lr: 5.523e-02, eta: 2 days, 13:48:06, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5117, loss_cls: 3.3862, loss: 3.3862, grad_norm: 2.6121 2020-07-26 04:54:33,579 - mmaction - INFO - Epoch [85][3440/3757] lr: 5.523e-02, eta: 2 days, 13:47:52, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5148, loss_cls: 3.4290, loss: 3.4290, grad_norm: 2.6871 2020-07-26 04:54:45,022 - mmaction - INFO - Epoch [85][3460/3757] lr: 5.523e-02, eta: 2 days, 13:47:37, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5141, loss_cls: 3.4220, loss: 3.4220, grad_norm: 2.6908 2020-07-26 04:54:56,467 - mmaction - INFO - Epoch [85][3480/3757] lr: 5.523e-02, eta: 2 days, 13:47:23, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5172, loss_cls: 3.3539, loss: 3.3539, grad_norm: 2.6546 2020-07-26 04:55:07,922 - mmaction - INFO - Epoch [85][3500/3757] lr: 5.523e-02, eta: 2 days, 13:47:08, time: 0.573, data_time: 0.011, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5125, loss_cls: 3.4184, loss: 3.4184, grad_norm: 2.6317 2020-07-26 04:55:19,332 - mmaction - INFO - Epoch [85][3520/3757] lr: 5.523e-02, eta: 2 days, 13:46:54, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5266, loss_cls: 3.3339, loss: 3.3339, grad_norm: 2.5891 2020-07-26 04:55:30,797 - mmaction - INFO - Epoch [85][3540/3757] lr: 5.523e-02, eta: 2 days, 13:46:40, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5359, loss_cls: 3.3305, loss: 3.3305, grad_norm: 2.6750 2020-07-26 04:55:42,209 - mmaction - INFO - Epoch [85][3560/3757] lr: 5.523e-02, eta: 2 days, 13:46:25, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5312, loss_cls: 3.3129, loss: 3.3129, grad_norm: 2.7173 2020-07-26 04:55:53,585 - mmaction - INFO - Epoch [85][3580/3757] lr: 5.523e-02, eta: 2 days, 13:46:11, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5086, loss_cls: 3.4090, loss: 3.4090, grad_norm: 2.7895 2020-07-26 04:56:05,009 - mmaction - INFO - Epoch [85][3600/3757] lr: 5.523e-02, eta: 2 days, 13:45:56, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5172, loss_cls: 3.4175, loss: 3.4175, grad_norm: 2.6762 2020-07-26 04:56:16,480 - mmaction - INFO - Epoch [85][3620/3757] lr: 5.523e-02, eta: 2 days, 13:45:42, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5000, loss_cls: 3.4233, loss: 3.4233, grad_norm: 2.5982 2020-07-26 04:56:28,153 - mmaction - INFO - Epoch [85][3640/3757] lr: 5.523e-02, eta: 2 days, 13:45:28, time: 0.584, data_time: 0.014, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5266, loss_cls: 3.3063, loss: 3.3063, grad_norm: 2.6041 2020-07-26 04:56:39,580 - mmaction - INFO - Epoch [85][3660/3757] lr: 5.523e-02, eta: 2 days, 13:45:14, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5453, loss_cls: 3.3408, loss: 3.3408, grad_norm: 2.7522 2020-07-26 04:56:51,070 - mmaction - INFO - Epoch [85][3680/3757] lr: 5.523e-02, eta: 2 days, 13:44:59, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5070, loss_cls: 3.4654, loss: 3.4654, grad_norm: 2.7266 2020-07-26 04:57:02,460 - mmaction - INFO - Epoch [85][3700/3757] lr: 5.523e-02, eta: 2 days, 13:44:45, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5281, loss_cls: 3.3545, loss: 3.3545, grad_norm: 2.6062 2020-07-26 04:57:13,853 - mmaction - INFO - Epoch [85][3720/3757] lr: 5.523e-02, eta: 2 days, 13:44:30, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5078, loss_cls: 3.4659, loss: 3.4659, grad_norm: 2.7031 2020-07-26 04:57:25,301 - mmaction - INFO - Epoch [85][3740/3757] lr: 5.523e-02, eta: 2 days, 13:44:16, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5211, loss_cls: 3.3741, loss: 3.3741, grad_norm: 2.5714 2020-07-26 04:57:39,161 - mmaction - INFO - Saving checkpoint at 85 epochs 2020-07-26 05:00:39,582 - mmaction - INFO - Epoch [86][20/3757] lr: 5.436e-02, eta: 2 days, 13:48:47, time: 8.890, data_time: 8.154, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5375, loss_cls: 3.2853, loss: 3.2853, grad_norm: 2.7259 2020-07-26 05:00:50,941 - mmaction - INFO - Epoch [86][40/3757] lr: 5.436e-02, eta: 2 days, 13:48:32, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.5141, loss_cls: 3.4321, loss: 3.4321, grad_norm: 2.7609 2020-07-26 05:01:02,357 - mmaction - INFO - Epoch [86][60/3757] lr: 5.436e-02, eta: 2 days, 13:48:18, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5031, loss_cls: 3.3905, loss: 3.3905, grad_norm: 2.6592 2020-07-26 05:01:13,751 - mmaction - INFO - Epoch [86][80/3757] lr: 5.436e-02, eta: 2 days, 13:48:03, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5211, loss_cls: 3.4118, loss: 3.4118, grad_norm: 2.7085 2020-07-26 05:01:25,114 - mmaction - INFO - Epoch [86][100/3757] lr: 5.436e-02, eta: 2 days, 13:47:49, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5375, loss_cls: 3.2782, loss: 3.2782, grad_norm: 2.7188 2020-07-26 05:01:36,418 - mmaction - INFO - Epoch [86][120/3757] lr: 5.436e-02, eta: 2 days, 13:47:34, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5164, loss_cls: 3.4618, loss: 3.4618, grad_norm: 2.7769 2020-07-26 05:01:47,861 - mmaction - INFO - Epoch [86][140/3757] lr: 5.436e-02, eta: 2 days, 13:47:20, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5047, loss_cls: 3.5108, loss: 3.5108, grad_norm: 2.6493 2020-07-26 05:01:59,231 - mmaction - INFO - Epoch [86][160/3757] lr: 5.436e-02, eta: 2 days, 13:47:05, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5383, loss_cls: 3.3007, loss: 3.3007, grad_norm: 2.6359 2020-07-26 05:02:10,714 - mmaction - INFO - Epoch [86][180/3757] lr: 5.436e-02, eta: 2 days, 13:46:51, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5305, loss_cls: 3.3844, loss: 3.3844, grad_norm: 2.7276 2020-07-26 05:02:22,038 - mmaction - INFO - Epoch [86][200/3757] lr: 5.436e-02, eta: 2 days, 13:46:36, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5094, loss_cls: 3.3626, loss: 3.3626, grad_norm: 2.6735 2020-07-26 05:02:33,355 - mmaction - INFO - Epoch [86][220/3757] lr: 5.436e-02, eta: 2 days, 13:46:22, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5430, loss_cls: 3.3040, loss: 3.3040, grad_norm: 2.6655 2020-07-26 05:02:44,781 - mmaction - INFO - Epoch [86][240/3757] lr: 5.436e-02, eta: 2 days, 13:46:07, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5320, loss_cls: 3.3415, loss: 3.3415, grad_norm: 2.6599 2020-07-26 05:02:56,156 - mmaction - INFO - Epoch [86][260/3757] lr: 5.436e-02, eta: 2 days, 13:45:53, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5250, loss_cls: 3.4234, loss: 3.4234, grad_norm: 2.6427 2020-07-26 05:03:07,560 - mmaction - INFO - Epoch [86][280/3757] lr: 5.436e-02, eta: 2 days, 13:45:38, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5266, loss_cls: 3.3351, loss: 3.3351, grad_norm: 2.6780 2020-07-26 05:03:18,979 - mmaction - INFO - Epoch [86][300/3757] lr: 5.436e-02, eta: 2 days, 13:45:24, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5133, loss_cls: 3.4142, loss: 3.4142, grad_norm: 2.7415 2020-07-26 05:03:30,335 - mmaction - INFO - Epoch [86][320/3757] lr: 5.436e-02, eta: 2 days, 13:45:09, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5289, loss_cls: 3.3287, loss: 3.3287, grad_norm: 2.6163 2020-07-26 05:03:41,726 - mmaction - INFO - Epoch [86][340/3757] lr: 5.436e-02, eta: 2 days, 13:44:55, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.4914, loss_cls: 3.4448, loss: 3.4448, grad_norm: 2.7427 2020-07-26 05:03:53,151 - mmaction - INFO - Epoch [86][360/3757] lr: 5.436e-02, eta: 2 days, 13:44:40, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5422, loss_cls: 3.3046, loss: 3.3046, grad_norm: 2.6548 2020-07-26 05:04:04,444 - mmaction - INFO - Epoch [86][380/3757] lr: 5.436e-02, eta: 2 days, 13:44:25, time: 0.564, data_time: 0.002, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5234, loss_cls: 3.3739, loss: 3.3739, grad_norm: 2.6436 2020-07-26 05:04:16,314 - mmaction - INFO - Epoch [86][400/3757] lr: 5.436e-02, eta: 2 days, 13:44:12, time: 0.593, data_time: 0.034, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5375, loss_cls: 3.2678, loss: 3.2678, grad_norm: 2.7491 2020-07-26 05:04:27,779 - mmaction - INFO - Epoch [86][420/3757] lr: 5.436e-02, eta: 2 days, 13:43:57, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.5180, loss_cls: 3.4506, loss: 3.4506, grad_norm: 2.7374 2020-07-26 05:04:39,116 - mmaction - INFO - Epoch [86][440/3757] lr: 5.436e-02, eta: 2 days, 13:43:43, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5125, loss_cls: 3.4189, loss: 3.4189, grad_norm: 2.6779 2020-07-26 05:04:50,558 - mmaction - INFO - Epoch [86][460/3757] lr: 5.436e-02, eta: 2 days, 13:43:28, time: 0.572, data_time: 0.008, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5289, loss_cls: 3.3189, loss: 3.3189, grad_norm: 2.6103 2020-07-26 05:05:02,081 - mmaction - INFO - Epoch [86][480/3757] lr: 5.436e-02, eta: 2 days, 13:43:14, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5211, loss_cls: 3.3538, loss: 3.3538, grad_norm: 2.7208 2020-07-26 05:05:13,572 - mmaction - INFO - Epoch [86][500/3757] lr: 5.436e-02, eta: 2 days, 13:43:00, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5242, loss_cls: 3.3570, loss: 3.3570, grad_norm: 2.7559 2020-07-26 05:05:25,017 - mmaction - INFO - Epoch [86][520/3757] lr: 5.436e-02, eta: 2 days, 13:42:45, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5195, loss_cls: 3.4012, loss: 3.4012, grad_norm: 2.7961 2020-07-26 05:05:36,450 - mmaction - INFO - Epoch [86][540/3757] lr: 5.436e-02, eta: 2 days, 13:42:31, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5148, loss_cls: 3.4219, loss: 3.4219, grad_norm: 2.7213 2020-07-26 05:05:47,920 - mmaction - INFO - Epoch [86][560/3757] lr: 5.436e-02, eta: 2 days, 13:42:17, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.4906, loss_cls: 3.4909, loss: 3.4909, grad_norm: 2.6522 2020-07-26 05:05:59,287 - mmaction - INFO - Epoch [86][580/3757] lr: 5.436e-02, eta: 2 days, 13:42:02, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5445, loss_cls: 3.2708, loss: 3.2708, grad_norm: 2.6216 2020-07-26 05:06:10,994 - mmaction - INFO - Epoch [86][600/3757] lr: 5.436e-02, eta: 2 days, 13:41:48, time: 0.585, data_time: 0.023, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5141, loss_cls: 3.4317, loss: 3.4317, grad_norm: 2.6991 2020-07-26 05:06:22,465 - mmaction - INFO - Epoch [86][620/3757] lr: 5.436e-02, eta: 2 days, 13:41:34, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5133, loss_cls: 3.4036, loss: 3.4036, grad_norm: 2.8248 2020-07-26 05:06:33,754 - mmaction - INFO - Epoch [86][640/3757] lr: 5.436e-02, eta: 2 days, 13:41:19, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.5086, loss_cls: 3.4182, loss: 3.4182, grad_norm: 2.7019 2020-07-26 05:06:45,170 - mmaction - INFO - Epoch [86][660/3757] lr: 5.436e-02, eta: 2 days, 13:41:05, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5305, loss_cls: 3.3500, loss: 3.3500, grad_norm: 2.6621 2020-07-26 05:06:56,556 - mmaction - INFO - Epoch [86][680/3757] lr: 5.436e-02, eta: 2 days, 13:40:50, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5117, loss_cls: 3.3853, loss: 3.3853, grad_norm: 2.6576 2020-07-26 05:07:07,959 - mmaction - INFO - Epoch [86][700/3757] lr: 5.436e-02, eta: 2 days, 13:40:36, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5156, loss_cls: 3.4411, loss: 3.4411, grad_norm: 2.6105 2020-07-26 05:07:19,346 - mmaction - INFO - Epoch [86][720/3757] lr: 5.436e-02, eta: 2 days, 13:40:21, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5164, loss_cls: 3.3809, loss: 3.3809, grad_norm: 2.6951 2020-07-26 05:07:30,780 - mmaction - INFO - Epoch [86][740/3757] lr: 5.436e-02, eta: 2 days, 13:40:07, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.5234, loss_cls: 3.4275, loss: 3.4275, grad_norm: 2.6728 2020-07-26 05:07:42,248 - mmaction - INFO - Epoch [86][760/3757] lr: 5.436e-02, eta: 2 days, 13:39:52, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5328, loss_cls: 3.3607, loss: 3.3607, grad_norm: 2.6258 2020-07-26 05:07:53,633 - mmaction - INFO - Epoch [86][780/3757] lr: 5.436e-02, eta: 2 days, 13:39:38, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5234, loss_cls: 3.3509, loss: 3.3509, grad_norm: 2.6833 2020-07-26 05:08:05,021 - mmaction - INFO - Epoch [86][800/3757] lr: 5.436e-02, eta: 2 days, 13:39:23, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5312, loss_cls: 3.3495, loss: 3.3495, grad_norm: 2.6603 2020-07-26 05:08:16,477 - mmaction - INFO - Epoch [86][820/3757] lr: 5.436e-02, eta: 2 days, 13:39:09, time: 0.573, data_time: 0.005, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5281, loss_cls: 3.3536, loss: 3.3536, grad_norm: 2.7070 2020-07-26 05:08:27,904 - mmaction - INFO - Epoch [86][840/3757] lr: 5.436e-02, eta: 2 days, 13:38:55, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5305, loss_cls: 3.3623, loss: 3.3623, grad_norm: 2.6382 2020-07-26 05:08:39,307 - mmaction - INFO - Epoch [86][860/3757] lr: 5.436e-02, eta: 2 days, 13:38:40, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5234, loss_cls: 3.3841, loss: 3.3841, grad_norm: 2.5817 2020-07-26 05:08:50,758 - mmaction - INFO - Epoch [86][880/3757] lr: 5.436e-02, eta: 2 days, 13:38:26, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5227, loss_cls: 3.4153, loss: 3.4153, grad_norm: 2.6230 2020-07-26 05:09:02,220 - mmaction - INFO - Epoch [86][900/3757] lr: 5.436e-02, eta: 2 days, 13:38:11, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5375, loss_cls: 3.3130, loss: 3.3130, grad_norm: 2.7074 2020-07-26 05:09:13,525 - mmaction - INFO - Epoch [86][920/3757] lr: 5.436e-02, eta: 2 days, 13:37:57, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5352, loss_cls: 3.3528, loss: 3.3528, grad_norm: 2.6352 2020-07-26 05:09:25,043 - mmaction - INFO - Epoch [86][940/3757] lr: 5.436e-02, eta: 2 days, 13:37:43, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5062, loss_cls: 3.4144, loss: 3.4144, grad_norm: 2.6947 2020-07-26 05:09:36,359 - mmaction - INFO - Epoch [86][960/3757] lr: 5.436e-02, eta: 2 days, 13:37:28, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5133, loss_cls: 3.3684, loss: 3.3684, grad_norm: 2.5727 2020-07-26 05:09:47,700 - mmaction - INFO - Epoch [86][980/3757] lr: 5.436e-02, eta: 2 days, 13:37:13, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5188, loss_cls: 3.3405, loss: 3.3405, grad_norm: 2.6025 2020-07-26 05:09:59,007 - mmaction - INFO - Epoch [86][1000/3757] lr: 5.436e-02, eta: 2 days, 13:36:59, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5359, loss_cls: 3.3196, loss: 3.3196, grad_norm: 2.6499 2020-07-26 05:10:10,339 - mmaction - INFO - Epoch [86][1020/3757] lr: 5.436e-02, eta: 2 days, 13:36:44, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5250, loss_cls: 3.4049, loss: 3.4049, grad_norm: 2.7205 2020-07-26 05:10:21,778 - mmaction - INFO - Epoch [86][1040/3757] lr: 5.436e-02, eta: 2 days, 13:36:30, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5375, loss_cls: 3.3157, loss: 3.3157, grad_norm: 2.7611 2020-07-26 05:10:33,114 - mmaction - INFO - Epoch [86][1060/3757] lr: 5.436e-02, eta: 2 days, 13:36:15, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5258, loss_cls: 3.3531, loss: 3.3531, grad_norm: 2.6378 2020-07-26 05:10:44,535 - mmaction - INFO - Epoch [86][1080/3757] lr: 5.436e-02, eta: 2 days, 13:36:01, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5578, loss_cls: 3.2830, loss: 3.2830, grad_norm: 2.6246 2020-07-26 05:10:55,800 - mmaction - INFO - Epoch [86][1100/3757] lr: 5.436e-02, eta: 2 days, 13:35:46, time: 0.564, data_time: 0.001, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5273, loss_cls: 3.3814, loss: 3.3814, grad_norm: 2.7563 2020-07-26 05:11:07,192 - mmaction - INFO - Epoch [86][1120/3757] lr: 5.436e-02, eta: 2 days, 13:35:31, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5344, loss_cls: 3.2783, loss: 3.2783, grad_norm: 2.6908 2020-07-26 05:11:18,721 - mmaction - INFO - Epoch [86][1140/3757] lr: 5.436e-02, eta: 2 days, 13:35:17, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2641, top5_acc: 0.5250, loss_cls: 3.4330, loss: 3.4330, grad_norm: 2.7769 2020-07-26 05:11:30,105 - mmaction - INFO - Epoch [86][1160/3757] lr: 5.436e-02, eta: 2 days, 13:35:03, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5289, loss_cls: 3.2922, loss: 3.2922, grad_norm: 2.6944 2020-07-26 05:11:41,549 - mmaction - INFO - Epoch [86][1180/3757] lr: 5.436e-02, eta: 2 days, 13:34:48, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.5031, loss_cls: 3.4966, loss: 3.4966, grad_norm: 2.7624 2020-07-26 05:11:52,932 - mmaction - INFO - Epoch [86][1200/3757] lr: 5.436e-02, eta: 2 days, 13:34:34, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5250, loss_cls: 3.3873, loss: 3.3873, grad_norm: 2.6977 2020-07-26 05:12:04,341 - mmaction - INFO - Epoch [86][1220/3757] lr: 5.436e-02, eta: 2 days, 13:34:19, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5062, loss_cls: 3.4492, loss: 3.4492, grad_norm: 2.6369 2020-07-26 05:12:15,692 - mmaction - INFO - Epoch [86][1240/3757] lr: 5.436e-02, eta: 2 days, 13:34:05, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5320, loss_cls: 3.2999, loss: 3.2999, grad_norm: 2.5806 2020-07-26 05:12:27,120 - mmaction - INFO - Epoch [86][1260/3757] lr: 5.436e-02, eta: 2 days, 13:33:50, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5336, loss_cls: 3.3982, loss: 3.3982, grad_norm: 2.6988 2020-07-26 05:12:38,462 - mmaction - INFO - Epoch [86][1280/3757] lr: 5.436e-02, eta: 2 days, 13:33:36, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5180, loss_cls: 3.3935, loss: 3.3935, grad_norm: 2.6928 2020-07-26 05:12:49,851 - mmaction - INFO - Epoch [86][1300/3757] lr: 5.436e-02, eta: 2 days, 13:33:21, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5227, loss_cls: 3.3862, loss: 3.3862, grad_norm: 2.7239 2020-07-26 05:13:01,226 - mmaction - INFO - Epoch [86][1320/3757] lr: 5.436e-02, eta: 2 days, 13:33:07, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5109, loss_cls: 3.3284, loss: 3.3284, grad_norm: 2.6747 2020-07-26 05:13:12,776 - mmaction - INFO - Epoch [86][1340/3757] lr: 5.436e-02, eta: 2 days, 13:32:53, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5297, loss_cls: 3.4202, loss: 3.4202, grad_norm: 2.7510 2020-07-26 05:13:24,151 - mmaction - INFO - Epoch [86][1360/3757] lr: 5.436e-02, eta: 2 days, 13:32:38, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5422, loss_cls: 3.2559, loss: 3.2559, grad_norm: 2.5936 2020-07-26 05:13:35,562 - mmaction - INFO - Epoch [86][1380/3757] lr: 5.436e-02, eta: 2 days, 13:32:24, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5406, loss_cls: 3.3110, loss: 3.3110, grad_norm: 2.7195 2020-07-26 05:13:47,019 - mmaction - INFO - Epoch [86][1400/3757] lr: 5.436e-02, eta: 2 days, 13:32:09, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5125, loss_cls: 3.3851, loss: 3.3851, grad_norm: 2.7010 2020-07-26 05:13:58,491 - mmaction - INFO - Epoch [86][1420/3757] lr: 5.436e-02, eta: 2 days, 13:31:55, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5461, loss_cls: 3.2296, loss: 3.2296, grad_norm: 2.6338 2020-07-26 05:14:09,900 - mmaction - INFO - Epoch [86][1440/3757] lr: 5.436e-02, eta: 2 days, 13:31:41, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5180, loss_cls: 3.3979, loss: 3.3979, grad_norm: 2.7254 2020-07-26 05:14:21,315 - mmaction - INFO - Epoch [86][1460/3757] lr: 5.436e-02, eta: 2 days, 13:31:26, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5102, loss_cls: 3.3742, loss: 3.3742, grad_norm: 2.7052 2020-07-26 05:14:32,609 - mmaction - INFO - Epoch [86][1480/3757] lr: 5.436e-02, eta: 2 days, 13:31:12, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5188, loss_cls: 3.4373, loss: 3.4373, grad_norm: 2.6251 2020-07-26 05:14:43,932 - mmaction - INFO - Epoch [86][1500/3757] lr: 5.436e-02, eta: 2 days, 13:30:57, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5414, loss_cls: 3.3593, loss: 3.3593, grad_norm: 2.6598 2020-07-26 05:14:55,466 - mmaction - INFO - Epoch [86][1520/3757] lr: 5.436e-02, eta: 2 days, 13:30:43, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5094, loss_cls: 3.4588, loss: 3.4588, grad_norm: 2.6971 2020-07-26 05:15:06,843 - mmaction - INFO - Epoch [86][1540/3757] lr: 5.436e-02, eta: 2 days, 13:30:28, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5055, loss_cls: 3.3745, loss: 3.3745, grad_norm: 2.6567 2020-07-26 05:15:18,260 - mmaction - INFO - Epoch [86][1560/3757] lr: 5.436e-02, eta: 2 days, 13:30:14, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5148, loss_cls: 3.4174, loss: 3.4174, grad_norm: 2.6348 2020-07-26 05:15:29,665 - mmaction - INFO - Epoch [86][1580/3757] lr: 5.436e-02, eta: 2 days, 13:29:59, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5414, loss_cls: 3.3394, loss: 3.3394, grad_norm: 2.7060 2020-07-26 05:15:41,096 - mmaction - INFO - Epoch [86][1600/3757] lr: 5.436e-02, eta: 2 days, 13:29:45, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.4953, loss_cls: 3.4632, loss: 3.4632, grad_norm: 2.6960 2020-07-26 05:15:52,445 - mmaction - INFO - Epoch [86][1620/3757] lr: 5.436e-02, eta: 2 days, 13:29:30, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5461, loss_cls: 3.2880, loss: 3.2880, grad_norm: 2.6873 2020-07-26 05:16:03,834 - mmaction - INFO - Epoch [86][1640/3757] lr: 5.436e-02, eta: 2 days, 13:29:16, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5359, loss_cls: 3.3175, loss: 3.3175, grad_norm: 2.6860 2020-07-26 05:16:15,267 - mmaction - INFO - Epoch [86][1660/3757] lr: 5.436e-02, eta: 2 days, 13:29:02, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5305, loss_cls: 3.2992, loss: 3.2992, grad_norm: 2.7131 2020-07-26 05:16:26,747 - mmaction - INFO - Epoch [86][1680/3757] lr: 5.436e-02, eta: 2 days, 13:28:47, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5375, loss_cls: 3.2864, loss: 3.2864, grad_norm: 2.7030 2020-07-26 05:16:38,165 - mmaction - INFO - Epoch [86][1700/3757] lr: 5.436e-02, eta: 2 days, 13:28:33, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5203, loss_cls: 3.4045, loss: 3.4045, grad_norm: 2.6763 2020-07-26 05:16:49,578 - mmaction - INFO - Epoch [86][1720/3757] lr: 5.436e-02, eta: 2 days, 13:28:18, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5469, loss_cls: 3.2830, loss: 3.2830, grad_norm: 2.6099 2020-07-26 05:17:01,109 - mmaction - INFO - Epoch [86][1740/3757] lr: 5.436e-02, eta: 2 days, 13:28:04, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5328, loss_cls: 3.3585, loss: 3.3585, grad_norm: 2.7343 2020-07-26 05:17:12,594 - mmaction - INFO - Epoch [86][1760/3757] lr: 5.436e-02, eta: 2 days, 13:27:50, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5383, loss_cls: 3.3001, loss: 3.3001, grad_norm: 2.7045 2020-07-26 05:17:24,014 - mmaction - INFO - Epoch [86][1780/3757] lr: 5.436e-02, eta: 2 days, 13:27:36, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5125, loss_cls: 3.4261, loss: 3.4261, grad_norm: 2.7326 2020-07-26 05:17:35,912 - mmaction - INFO - Epoch [86][1800/3757] lr: 5.436e-02, eta: 2 days, 13:27:22, time: 0.594, data_time: 0.026, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5211, loss_cls: 3.3737, loss: 3.3737, grad_norm: 2.6982 2020-07-26 05:17:47,425 - mmaction - INFO - Epoch [86][1820/3757] lr: 5.436e-02, eta: 2 days, 13:27:08, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2445, top5_acc: 0.4898, loss_cls: 3.5690, loss: 3.5690, grad_norm: 2.7323 2020-07-26 05:17:58,817 - mmaction - INFO - Epoch [86][1840/3757] lr: 5.436e-02, eta: 2 days, 13:26:53, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5180, loss_cls: 3.4208, loss: 3.4208, grad_norm: 2.6237 2020-07-26 05:18:10,214 - mmaction - INFO - Epoch [86][1860/3757] lr: 5.436e-02, eta: 2 days, 13:26:39, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5023, loss_cls: 3.4728, loss: 3.4728, grad_norm: 2.6864 2020-07-26 05:18:21,759 - mmaction - INFO - Epoch [86][1880/3757] lr: 5.436e-02, eta: 2 days, 13:26:25, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5125, loss_cls: 3.3506, loss: 3.3506, grad_norm: 2.6678 2020-07-26 05:18:33,187 - mmaction - INFO - Epoch [86][1900/3757] lr: 5.436e-02, eta: 2 days, 13:26:10, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5250, loss_cls: 3.4024, loss: 3.4024, grad_norm: 2.7313 2020-07-26 05:18:44,676 - mmaction - INFO - Epoch [86][1920/3757] lr: 5.436e-02, eta: 2 days, 13:25:56, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5430, loss_cls: 3.3106, loss: 3.3106, grad_norm: 2.6799 2020-07-26 05:18:56,152 - mmaction - INFO - Epoch [86][1940/3757] lr: 5.436e-02, eta: 2 days, 13:25:42, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5148, loss_cls: 3.3796, loss: 3.3796, grad_norm: 2.6514 2020-07-26 05:19:07,532 - mmaction - INFO - Epoch [86][1960/3757] lr: 5.436e-02, eta: 2 days, 13:25:27, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.4898, loss_cls: 3.5005, loss: 3.5005, grad_norm: 2.6697 2020-07-26 05:19:18,945 - mmaction - INFO - Epoch [86][1980/3757] lr: 5.436e-02, eta: 2 days, 13:25:13, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5164, loss_cls: 3.4255, loss: 3.4255, grad_norm: 2.5894 2020-07-26 05:19:30,288 - mmaction - INFO - Epoch [86][2000/3757] lr: 5.436e-02, eta: 2 days, 13:24:58, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.4945, loss_cls: 3.4535, loss: 3.4535, grad_norm: 2.6017 2020-07-26 05:19:41,631 - mmaction - INFO - Epoch [86][2020/3757] lr: 5.436e-02, eta: 2 days, 13:24:44, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5109, loss_cls: 3.4060, loss: 3.4060, grad_norm: 2.6618 2020-07-26 05:19:53,028 - mmaction - INFO - Epoch [86][2040/3757] lr: 5.436e-02, eta: 2 days, 13:24:29, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5234, loss_cls: 3.3241, loss: 3.3241, grad_norm: 2.6084 2020-07-26 05:20:04,396 - mmaction - INFO - Epoch [86][2060/3757] lr: 5.436e-02, eta: 2 days, 13:24:15, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5242, loss_cls: 3.3224, loss: 3.3224, grad_norm: 2.6499 2020-07-26 05:20:15,784 - mmaction - INFO - Epoch [86][2080/3757] lr: 5.436e-02, eta: 2 days, 13:24:00, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5227, loss_cls: 3.4039, loss: 3.4039, grad_norm: 2.7443 2020-07-26 05:20:27,112 - mmaction - INFO - Epoch [86][2100/3757] lr: 5.436e-02, eta: 2 days, 13:23:46, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5203, loss_cls: 3.4025, loss: 3.4025, grad_norm: 2.6690 2020-07-26 05:20:38,461 - mmaction - INFO - Epoch [86][2120/3757] lr: 5.436e-02, eta: 2 days, 13:23:31, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5203, loss_cls: 3.3780, loss: 3.3780, grad_norm: 2.7644 2020-07-26 05:20:49,986 - mmaction - INFO - Epoch [86][2140/3757] lr: 5.436e-02, eta: 2 days, 13:23:17, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5336, loss_cls: 3.3362, loss: 3.3362, grad_norm: 2.7070 2020-07-26 05:21:01,386 - mmaction - INFO - Epoch [86][2160/3757] lr: 5.436e-02, eta: 2 days, 13:23:03, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5320, loss_cls: 3.3137, loss: 3.3137, grad_norm: 2.7065 2020-07-26 05:21:12,914 - mmaction - INFO - Epoch [86][2180/3757] lr: 5.436e-02, eta: 2 days, 13:22:48, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2641, top5_acc: 0.5297, loss_cls: 3.3815, loss: 3.3815, grad_norm: 2.7149 2020-07-26 05:21:24,353 - mmaction - INFO - Epoch [86][2200/3757] lr: 5.436e-02, eta: 2 days, 13:22:34, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.5180, loss_cls: 3.3969, loss: 3.3969, grad_norm: 2.7473 2020-07-26 05:21:35,650 - mmaction - INFO - Epoch [86][2220/3757] lr: 5.436e-02, eta: 2 days, 13:22:19, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5258, loss_cls: 3.3409, loss: 3.3409, grad_norm: 2.6835 2020-07-26 05:21:47,072 - mmaction - INFO - Epoch [86][2240/3757] lr: 5.436e-02, eta: 2 days, 13:22:05, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5297, loss_cls: 3.3277, loss: 3.3277, grad_norm: 2.6977 2020-07-26 05:21:58,465 - mmaction - INFO - Epoch [86][2260/3757] lr: 5.436e-02, eta: 2 days, 13:21:51, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5148, loss_cls: 3.4739, loss: 3.4739, grad_norm: 2.7204 2020-07-26 05:22:09,909 - mmaction - INFO - Epoch [86][2280/3757] lr: 5.436e-02, eta: 2 days, 13:21:36, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5227, loss_cls: 3.4106, loss: 3.4106, grad_norm: 2.6728 2020-07-26 05:22:21,354 - mmaction - INFO - Epoch [86][2300/3757] lr: 5.436e-02, eta: 2 days, 13:21:22, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5117, loss_cls: 3.3460, loss: 3.3460, grad_norm: 2.5923 2020-07-26 05:22:32,564 - mmaction - INFO - Epoch [86][2320/3757] lr: 5.436e-02, eta: 2 days, 13:21:07, time: 0.560, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.5070, loss_cls: 3.4382, loss: 3.4382, grad_norm: 2.6545 2020-07-26 05:22:43,985 - mmaction - INFO - Epoch [86][2340/3757] lr: 5.436e-02, eta: 2 days, 13:20:53, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5055, loss_cls: 3.4465, loss: 3.4465, grad_norm: 2.6713 2020-07-26 05:22:55,369 - mmaction - INFO - Epoch [86][2360/3757] lr: 5.436e-02, eta: 2 days, 13:20:38, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5227, loss_cls: 3.3561, loss: 3.3561, grad_norm: 2.7204 2020-07-26 05:23:06,694 - mmaction - INFO - Epoch [86][2380/3757] lr: 5.436e-02, eta: 2 days, 13:20:24, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2641, top5_acc: 0.5250, loss_cls: 3.4118, loss: 3.4118, grad_norm: 2.7442 2020-07-26 05:23:18,180 - mmaction - INFO - Epoch [86][2400/3757] lr: 5.436e-02, eta: 2 days, 13:20:09, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5109, loss_cls: 3.3790, loss: 3.3790, grad_norm: 2.7062 2020-07-26 05:23:29,613 - mmaction - INFO - Epoch [86][2420/3757] lr: 5.436e-02, eta: 2 days, 13:19:55, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5164, loss_cls: 3.4536, loss: 3.4536, grad_norm: 2.6717 2020-07-26 05:23:40,959 - mmaction - INFO - Epoch [86][2440/3757] lr: 5.436e-02, eta: 2 days, 13:19:41, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5141, loss_cls: 3.3980, loss: 3.3980, grad_norm: 2.6683 2020-07-26 05:23:52,366 - mmaction - INFO - Epoch [86][2460/3757] lr: 5.436e-02, eta: 2 days, 13:19:26, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5219, loss_cls: 3.3947, loss: 3.3947, grad_norm: 2.6439 2020-07-26 05:24:03,797 - mmaction - INFO - Epoch [86][2480/3757] lr: 5.436e-02, eta: 2 days, 13:19:12, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5273, loss_cls: 3.3472, loss: 3.3472, grad_norm: 2.6086 2020-07-26 05:24:15,268 - mmaction - INFO - Epoch [86][2500/3757] lr: 5.436e-02, eta: 2 days, 13:18:57, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5016, loss_cls: 3.4514, loss: 3.4514, grad_norm: 2.6566 2020-07-26 05:24:26,757 - mmaction - INFO - Epoch [86][2520/3757] lr: 5.436e-02, eta: 2 days, 13:18:43, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5031, loss_cls: 3.4099, loss: 3.4099, grad_norm: 2.6821 2020-07-26 05:24:38,195 - mmaction - INFO - Epoch [86][2540/3757] lr: 5.436e-02, eta: 2 days, 13:18:29, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5195, loss_cls: 3.3189, loss: 3.3189, grad_norm: 2.6801 2020-07-26 05:24:49,554 - mmaction - INFO - Epoch [86][2560/3757] lr: 5.436e-02, eta: 2 days, 13:18:14, time: 0.568, data_time: 0.006, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5211, loss_cls: 3.3747, loss: 3.3747, grad_norm: 2.7174 2020-07-26 05:25:01,049 - mmaction - INFO - Epoch [86][2580/3757] lr: 5.436e-02, eta: 2 days, 13:18:00, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2570, top5_acc: 0.5000, loss_cls: 3.4593, loss: 3.4593, grad_norm: 2.7191 2020-07-26 05:25:12,429 - mmaction - INFO - Epoch [86][2600/3757] lr: 5.436e-02, eta: 2 days, 13:17:46, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2953, top5_acc: 0.5219, loss_cls: 3.3879, loss: 3.3879, grad_norm: 2.6779 2020-07-26 05:25:23,697 - mmaction - INFO - Epoch [86][2620/3757] lr: 5.436e-02, eta: 2 days, 13:17:31, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.5250, loss_cls: 3.3724, loss: 3.3724, grad_norm: 2.6572 2020-07-26 05:25:35,135 - mmaction - INFO - Epoch [86][2640/3757] lr: 5.436e-02, eta: 2 days, 13:17:17, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5422, loss_cls: 3.2487, loss: 3.2487, grad_norm: 2.6366 2020-07-26 05:25:46,604 - mmaction - INFO - Epoch [86][2660/3757] lr: 5.436e-02, eta: 2 days, 13:17:02, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5305, loss_cls: 3.2975, loss: 3.2975, grad_norm: 2.7780 2020-07-26 05:25:58,335 - mmaction - INFO - Epoch [86][2680/3757] lr: 5.436e-02, eta: 2 days, 13:16:49, time: 0.587, data_time: 0.022, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5219, loss_cls: 3.3530, loss: 3.3530, grad_norm: 2.7380 2020-07-26 05:26:09,791 - mmaction - INFO - Epoch [86][2700/3757] lr: 5.436e-02, eta: 2 days, 13:16:34, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5055, loss_cls: 3.4098, loss: 3.4098, grad_norm: 2.6621 2020-07-26 05:26:21,270 - mmaction - INFO - Epoch [86][2720/3757] lr: 5.436e-02, eta: 2 days, 13:16:20, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5039, loss_cls: 3.4892, loss: 3.4892, grad_norm: 2.6551 2020-07-26 05:26:32,632 - mmaction - INFO - Epoch [86][2740/3757] lr: 5.436e-02, eta: 2 days, 13:16:05, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.5414, loss_cls: 3.3508, loss: 3.3508, grad_norm: 2.5979 2020-07-26 05:26:44,043 - mmaction - INFO - Epoch [86][2760/3757] lr: 5.436e-02, eta: 2 days, 13:15:51, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5078, loss_cls: 3.4000, loss: 3.4000, grad_norm: 2.6312 2020-07-26 05:26:55,490 - mmaction - INFO - Epoch [86][2780/3757] lr: 5.436e-02, eta: 2 days, 13:15:37, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5406, loss_cls: 3.2529, loss: 3.2529, grad_norm: 2.6099 2020-07-26 05:27:06,960 - mmaction - INFO - Epoch [86][2800/3757] lr: 5.436e-02, eta: 2 days, 13:15:22, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5328, loss_cls: 3.3357, loss: 3.3357, grad_norm: 2.6864 2020-07-26 05:27:18,331 - mmaction - INFO - Epoch [86][2820/3757] lr: 5.436e-02, eta: 2 days, 13:15:08, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.5039, loss_cls: 3.4530, loss: 3.4530, grad_norm: 2.8196 2020-07-26 05:27:29,754 - mmaction - INFO - Epoch [86][2840/3757] lr: 5.436e-02, eta: 2 days, 13:14:54, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5328, loss_cls: 3.3726, loss: 3.3726, grad_norm: 2.7425 2020-07-26 05:27:41,124 - mmaction - INFO - Epoch [86][2860/3757] lr: 5.436e-02, eta: 2 days, 13:14:39, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.4969, loss_cls: 3.4531, loss: 3.4531, grad_norm: 2.6840 2020-07-26 05:27:52,533 - mmaction - INFO - Epoch [86][2880/3757] lr: 5.436e-02, eta: 2 days, 13:14:25, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5250, loss_cls: 3.3275, loss: 3.3275, grad_norm: 2.6311 2020-07-26 05:28:03,992 - mmaction - INFO - Epoch [86][2900/3757] lr: 5.436e-02, eta: 2 days, 13:14:10, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5125, loss_cls: 3.4398, loss: 3.4398, grad_norm: 2.6387 2020-07-26 05:28:15,462 - mmaction - INFO - Epoch [86][2920/3757] lr: 5.436e-02, eta: 2 days, 13:13:56, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5336, loss_cls: 3.3693, loss: 3.3693, grad_norm: 2.6038 2020-07-26 05:28:26,888 - mmaction - INFO - Epoch [86][2940/3757] lr: 5.436e-02, eta: 2 days, 13:13:42, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5305, loss_cls: 3.3478, loss: 3.3478, grad_norm: 2.6844 2020-07-26 05:28:38,591 - mmaction - INFO - Epoch [86][2960/3757] lr: 5.436e-02, eta: 2 days, 13:13:28, time: 0.585, data_time: 0.026, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5445, loss_cls: 3.2865, loss: 3.2865, grad_norm: 2.6830 2020-07-26 05:28:50,031 - mmaction - INFO - Epoch [86][2980/3757] lr: 5.436e-02, eta: 2 days, 13:13:14, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5047, loss_cls: 3.4133, loss: 3.4133, grad_norm: 2.7016 2020-07-26 05:29:01,416 - mmaction - INFO - Epoch [86][3000/3757] lr: 5.436e-02, eta: 2 days, 13:12:59, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.5164, loss_cls: 3.4450, loss: 3.4450, grad_norm: 2.6943 2020-07-26 05:29:12,853 - mmaction - INFO - Epoch [86][3020/3757] lr: 5.436e-02, eta: 2 days, 13:12:45, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5055, loss_cls: 3.3965, loss: 3.3965, grad_norm: 2.6730 2020-07-26 05:29:24,269 - mmaction - INFO - Epoch [86][3040/3757] lr: 5.436e-02, eta: 2 days, 13:12:30, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5164, loss_cls: 3.3750, loss: 3.3750, grad_norm: 2.6849 2020-07-26 05:29:35,768 - mmaction - INFO - Epoch [86][3060/3757] lr: 5.436e-02, eta: 2 days, 13:12:16, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5578, loss_cls: 3.2613, loss: 3.2613, grad_norm: 2.6965 2020-07-26 05:29:47,233 - mmaction - INFO - Epoch [86][3080/3757] lr: 5.436e-02, eta: 2 days, 13:12:02, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5461, loss_cls: 3.2598, loss: 3.2598, grad_norm: 2.7116 2020-07-26 05:29:58,644 - mmaction - INFO - Epoch [86][3100/3757] lr: 5.436e-02, eta: 2 days, 13:11:48, time: 0.571, data_time: 0.010, memory: 5232, top1_acc: 0.2523, top5_acc: 0.5023, loss_cls: 3.4795, loss: 3.4795, grad_norm: 2.7679 2020-07-26 05:30:10,028 - mmaction - INFO - Epoch [86][3120/3757] lr: 5.436e-02, eta: 2 days, 13:11:33, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5148, loss_cls: 3.4450, loss: 3.4450, grad_norm: 2.6510 2020-07-26 05:30:21,334 - mmaction - INFO - Epoch [86][3140/3757] lr: 5.436e-02, eta: 2 days, 13:11:19, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5250, loss_cls: 3.3358, loss: 3.3358, grad_norm: 2.6372 2020-07-26 05:30:32,783 - mmaction - INFO - Epoch [86][3160/3757] lr: 5.436e-02, eta: 2 days, 13:11:04, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5242, loss_cls: 3.3698, loss: 3.3698, grad_norm: 2.6840 2020-07-26 05:30:44,295 - mmaction - INFO - Epoch [86][3180/3757] lr: 5.436e-02, eta: 2 days, 13:10:50, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5211, loss_cls: 3.3458, loss: 3.3458, grad_norm: 2.6879 2020-07-26 05:30:55,754 - mmaction - INFO - Epoch [86][3200/3757] lr: 5.436e-02, eta: 2 days, 13:10:36, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5250, loss_cls: 3.3860, loss: 3.3860, grad_norm: 2.7537 2020-07-26 05:31:07,095 - mmaction - INFO - Epoch [86][3220/3757] lr: 5.436e-02, eta: 2 days, 13:10:21, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.2555, top5_acc: 0.5148, loss_cls: 3.4163, loss: 3.4163, grad_norm: 2.6697 2020-07-26 05:31:18,508 - mmaction - INFO - Epoch [86][3240/3757] lr: 5.436e-02, eta: 2 days, 13:10:07, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4961, loss_cls: 3.4098, loss: 3.4098, grad_norm: 2.6945 2020-07-26 05:31:29,944 - mmaction - INFO - Epoch [86][3260/3757] lr: 5.436e-02, eta: 2 days, 13:09:53, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5086, loss_cls: 3.4084, loss: 3.4084, grad_norm: 2.6825 2020-07-26 05:31:41,289 - mmaction - INFO - Epoch [86][3280/3757] lr: 5.436e-02, eta: 2 days, 13:09:38, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5273, loss_cls: 3.3779, loss: 3.3779, grad_norm: 2.6931 2020-07-26 05:31:52,751 - mmaction - INFO - Epoch [86][3300/3757] lr: 5.436e-02, eta: 2 days, 13:09:24, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5203, loss_cls: 3.4179, loss: 3.4179, grad_norm: 2.6832 2020-07-26 05:32:04,205 - mmaction - INFO - Epoch [86][3320/3757] lr: 5.436e-02, eta: 2 days, 13:09:09, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5234, loss_cls: 3.3704, loss: 3.3704, grad_norm: 2.6875 2020-07-26 05:32:15,660 - mmaction - INFO - Epoch [86][3340/3757] lr: 5.436e-02, eta: 2 days, 13:08:55, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5016, loss_cls: 3.4638, loss: 3.4638, grad_norm: 2.6926 2020-07-26 05:32:27,050 - mmaction - INFO - Epoch [86][3360/3757] lr: 5.436e-02, eta: 2 days, 13:08:41, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5281, loss_cls: 3.3625, loss: 3.3625, grad_norm: 2.6015 2020-07-26 05:32:38,500 - mmaction - INFO - Epoch [86][3380/3757] lr: 5.436e-02, eta: 2 days, 13:08:26, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5328, loss_cls: 3.3655, loss: 3.3655, grad_norm: 2.6432 2020-07-26 05:32:49,930 - mmaction - INFO - Epoch [86][3400/3757] lr: 5.436e-02, eta: 2 days, 13:08:12, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5383, loss_cls: 3.3160, loss: 3.3160, grad_norm: 2.6624 2020-07-26 05:33:01,300 - mmaction - INFO - Epoch [86][3420/3757] lr: 5.436e-02, eta: 2 days, 13:07:58, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5188, loss_cls: 3.4012, loss: 3.4012, grad_norm: 2.6928 2020-07-26 05:33:12,796 - mmaction - INFO - Epoch [86][3440/3757] lr: 5.436e-02, eta: 2 days, 13:07:43, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5109, loss_cls: 3.4179, loss: 3.4179, grad_norm: 2.6421 2020-07-26 05:33:24,348 - mmaction - INFO - Epoch [86][3460/3757] lr: 5.436e-02, eta: 2 days, 13:07:29, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5336, loss_cls: 3.3601, loss: 3.3601, grad_norm: 2.5671 2020-07-26 05:33:36,210 - mmaction - INFO - Epoch [86][3480/3757] lr: 5.436e-02, eta: 2 days, 13:07:16, time: 0.593, data_time: 0.028, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5586, loss_cls: 3.2306, loss: 3.2306, grad_norm: 2.6968 2020-07-26 05:33:47,717 - mmaction - INFO - Epoch [86][3500/3757] lr: 5.436e-02, eta: 2 days, 13:07:02, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5211, loss_cls: 3.3571, loss: 3.3571, grad_norm: 2.7036 2020-07-26 05:33:59,084 - mmaction - INFO - Epoch [86][3520/3757] lr: 5.436e-02, eta: 2 days, 13:06:47, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5359, loss_cls: 3.3945, loss: 3.3945, grad_norm: 2.6652 2020-07-26 05:34:10,516 - mmaction - INFO - Epoch [86][3540/3757] lr: 5.436e-02, eta: 2 days, 13:06:33, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.4945, loss_cls: 3.4762, loss: 3.4762, grad_norm: 2.6564 2020-07-26 05:34:21,930 - mmaction - INFO - Epoch [86][3560/3757] lr: 5.436e-02, eta: 2 days, 13:06:18, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5141, loss_cls: 3.3893, loss: 3.3893, grad_norm: 2.5988 2020-07-26 05:34:33,218 - mmaction - INFO - Epoch [86][3580/3757] lr: 5.436e-02, eta: 2 days, 13:06:04, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5367, loss_cls: 3.3136, loss: 3.3136, grad_norm: 2.6146 2020-07-26 05:34:44,658 - mmaction - INFO - Epoch [86][3600/3757] lr: 5.436e-02, eta: 2 days, 13:05:50, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5281, loss_cls: 3.3624, loss: 3.3624, grad_norm: 2.6946 2020-07-26 05:34:56,160 - mmaction - INFO - Epoch [86][3620/3757] lr: 5.436e-02, eta: 2 days, 13:05:35, time: 0.574, data_time: 0.007, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5203, loss_cls: 3.3614, loss: 3.3614, grad_norm: 2.6951 2020-07-26 05:35:07,565 - mmaction - INFO - Epoch [86][3640/3757] lr: 5.436e-02, eta: 2 days, 13:05:21, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5266, loss_cls: 3.3700, loss: 3.3700, grad_norm: 2.6832 2020-07-26 05:35:18,951 - mmaction - INFO - Epoch [86][3660/3757] lr: 5.436e-02, eta: 2 days, 13:05:07, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5344, loss_cls: 3.3571, loss: 3.3571, grad_norm: 2.6829 2020-07-26 05:35:30,350 - mmaction - INFO - Epoch [86][3680/3757] lr: 5.436e-02, eta: 2 days, 13:04:52, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.5062, loss_cls: 3.4632, loss: 3.4632, grad_norm: 2.6502 2020-07-26 05:35:41,744 - mmaction - INFO - Epoch [86][3700/3757] lr: 5.436e-02, eta: 2 days, 13:04:38, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5023, loss_cls: 3.5068, loss: 3.5068, grad_norm: 2.6201 2020-07-26 05:35:53,154 - mmaction - INFO - Epoch [86][3720/3757] lr: 5.436e-02, eta: 2 days, 13:04:23, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5352, loss_cls: 3.3290, loss: 3.3290, grad_norm: 2.6713 2020-07-26 05:36:04,574 - mmaction - INFO - Epoch [86][3740/3757] lr: 5.436e-02, eta: 2 days, 13:04:09, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5320, loss_cls: 3.3769, loss: 3.3769, grad_norm: 2.7227 2020-07-26 05:39:24,267 - mmaction - INFO - Epoch [87][20/3757] lr: 5.349e-02, eta: 2 days, 13:08:41, time: 9.166, data_time: 8.447, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5461, loss_cls: 3.3271, loss: 3.3271, grad_norm: 2.7079 2020-07-26 05:39:35,559 - mmaction - INFO - Epoch [87][40/3757] lr: 5.349e-02, eta: 2 days, 13:08:27, time: 0.565, data_time: 0.002, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5148, loss_cls: 3.4357, loss: 3.4357, grad_norm: 2.7165 2020-07-26 05:39:46,930 - mmaction - INFO - Epoch [87][60/3757] lr: 5.349e-02, eta: 2 days, 13:08:12, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5133, loss_cls: 3.3770, loss: 3.3770, grad_norm: 2.7055 2020-07-26 05:39:58,256 - mmaction - INFO - Epoch [87][80/3757] lr: 5.349e-02, eta: 2 days, 13:07:58, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5031, loss_cls: 3.4146, loss: 3.4146, grad_norm: 2.6766 2020-07-26 05:40:09,569 - mmaction - INFO - Epoch [87][100/3757] lr: 5.349e-02, eta: 2 days, 13:07:43, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5164, loss_cls: 3.3731, loss: 3.3731, grad_norm: 2.6791 2020-07-26 05:40:20,856 - mmaction - INFO - Epoch [87][120/3757] lr: 5.349e-02, eta: 2 days, 13:07:28, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5328, loss_cls: 3.3267, loss: 3.3267, grad_norm: 2.6718 2020-07-26 05:40:32,211 - mmaction - INFO - Epoch [87][140/3757] lr: 5.349e-02, eta: 2 days, 13:07:14, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5133, loss_cls: 3.3950, loss: 3.3950, grad_norm: 2.7093 2020-07-26 05:40:43,608 - mmaction - INFO - Epoch [87][160/3757] lr: 5.349e-02, eta: 2 days, 13:06:59, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5336, loss_cls: 3.2996, loss: 3.2996, grad_norm: 2.7088 2020-07-26 05:40:54,961 - mmaction - INFO - Epoch [87][180/3757] lr: 5.349e-02, eta: 2 days, 13:06:45, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5406, loss_cls: 3.2879, loss: 3.2879, grad_norm: 2.6459 2020-07-26 05:41:06,393 - mmaction - INFO - Epoch [87][200/3757] lr: 5.349e-02, eta: 2 days, 13:06:31, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2828, top5_acc: 0.4984, loss_cls: 3.4180, loss: 3.4180, grad_norm: 2.6635 2020-07-26 05:41:17,762 - mmaction - INFO - Epoch [87][220/3757] lr: 5.349e-02, eta: 2 days, 13:06:16, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5500, loss_cls: 3.2561, loss: 3.2561, grad_norm: 2.6460 2020-07-26 05:41:29,151 - mmaction - INFO - Epoch [87][240/3757] lr: 5.349e-02, eta: 2 days, 13:06:02, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2953, top5_acc: 0.5531, loss_cls: 3.2778, loss: 3.2778, grad_norm: 2.6805 2020-07-26 05:41:40,474 - mmaction - INFO - Epoch [87][260/3757] lr: 5.349e-02, eta: 2 days, 13:05:47, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5148, loss_cls: 3.3627, loss: 3.3627, grad_norm: 2.6649 2020-07-26 05:41:52,014 - mmaction - INFO - Epoch [87][280/3757] lr: 5.349e-02, eta: 2 days, 13:05:33, time: 0.577, data_time: 0.014, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5258, loss_cls: 3.3514, loss: 3.3514, grad_norm: 2.7448 2020-07-26 05:42:03,358 - mmaction - INFO - Epoch [87][300/3757] lr: 5.349e-02, eta: 2 days, 13:05:18, time: 0.567, data_time: 0.001, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5492, loss_cls: 3.2867, loss: 3.2867, grad_norm: 2.7367 2020-07-26 05:42:14,680 - mmaction - INFO - Epoch [87][320/3757] lr: 5.349e-02, eta: 2 days, 13:05:04, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5086, loss_cls: 3.3978, loss: 3.3978, grad_norm: 2.7116 2020-07-26 05:42:25,928 - mmaction - INFO - Epoch [87][340/3757] lr: 5.349e-02, eta: 2 days, 13:04:49, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5297, loss_cls: 3.3928, loss: 3.3928, grad_norm: 2.7213 2020-07-26 05:42:37,291 - mmaction - INFO - Epoch [87][360/3757] lr: 5.349e-02, eta: 2 days, 13:04:35, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5266, loss_cls: 3.3768, loss: 3.3768, grad_norm: 2.6829 2020-07-26 05:42:48,748 - mmaction - INFO - Epoch [87][380/3757] lr: 5.349e-02, eta: 2 days, 13:04:20, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5500, loss_cls: 3.2523, loss: 3.2523, grad_norm: 2.6290 2020-07-26 05:43:00,212 - mmaction - INFO - Epoch [87][400/3757] lr: 5.349e-02, eta: 2 days, 13:04:06, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5336, loss_cls: 3.3416, loss: 3.3416, grad_norm: 2.7676 2020-07-26 05:43:11,690 - mmaction - INFO - Epoch [87][420/3757] lr: 5.349e-02, eta: 2 days, 13:03:52, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5320, loss_cls: 3.3215, loss: 3.3215, grad_norm: 2.6569 2020-07-26 05:43:23,104 - mmaction - INFO - Epoch [87][440/3757] lr: 5.349e-02, eta: 2 days, 13:03:37, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5383, loss_cls: 3.3132, loss: 3.3132, grad_norm: 2.7629 2020-07-26 05:43:34,485 - mmaction - INFO - Epoch [87][460/3757] lr: 5.349e-02, eta: 2 days, 13:03:23, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5352, loss_cls: 3.3683, loss: 3.3683, grad_norm: 2.6874 2020-07-26 05:43:45,894 - mmaction - INFO - Epoch [87][480/3757] lr: 5.349e-02, eta: 2 days, 13:03:09, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5414, loss_cls: 3.2856, loss: 3.2856, grad_norm: 2.6646 2020-07-26 05:43:57,323 - mmaction - INFO - Epoch [87][500/3757] lr: 5.349e-02, eta: 2 days, 13:02:54, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5141, loss_cls: 3.3133, loss: 3.3133, grad_norm: 2.8082 2020-07-26 05:44:08,720 - mmaction - INFO - Epoch [87][520/3757] lr: 5.349e-02, eta: 2 days, 13:02:40, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5234, loss_cls: 3.3806, loss: 3.3806, grad_norm: 2.7794 2020-07-26 05:44:20,194 - mmaction - INFO - Epoch [87][540/3757] lr: 5.349e-02, eta: 2 days, 13:02:25, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5281, loss_cls: 3.3431, loss: 3.3431, grad_norm: 2.6875 2020-07-26 05:44:31,561 - mmaction - INFO - Epoch [87][560/3757] lr: 5.349e-02, eta: 2 days, 13:02:11, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5195, loss_cls: 3.3517, loss: 3.3517, grad_norm: 2.6218 2020-07-26 05:44:42,959 - mmaction - INFO - Epoch [87][580/3757] lr: 5.349e-02, eta: 2 days, 13:01:57, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5227, loss_cls: 3.3018, loss: 3.3018, grad_norm: 2.7073 2020-07-26 05:44:54,348 - mmaction - INFO - Epoch [87][600/3757] lr: 5.349e-02, eta: 2 days, 13:01:42, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5258, loss_cls: 3.3299, loss: 3.3299, grad_norm: 2.7711 2020-07-26 05:45:05,749 - mmaction - INFO - Epoch [87][620/3757] lr: 5.349e-02, eta: 2 days, 13:01:28, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5344, loss_cls: 3.3439, loss: 3.3439, grad_norm: 2.6574 2020-07-26 05:45:17,034 - mmaction - INFO - Epoch [87][640/3757] lr: 5.349e-02, eta: 2 days, 13:01:13, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5172, loss_cls: 3.3140, loss: 3.3140, grad_norm: 2.6130 2020-07-26 05:45:28,414 - mmaction - INFO - Epoch [87][660/3757] lr: 5.349e-02, eta: 2 days, 13:00:59, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5250, loss_cls: 3.3994, loss: 3.3994, grad_norm: 2.7154 2020-07-26 05:45:39,959 - mmaction - INFO - Epoch [87][680/3757] lr: 5.349e-02, eta: 2 days, 13:00:44, time: 0.577, data_time: 0.002, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5461, loss_cls: 3.2601, loss: 3.2601, grad_norm: 2.6838 2020-07-26 05:45:51,246 - mmaction - INFO - Epoch [87][700/3757] lr: 5.349e-02, eta: 2 days, 13:00:30, time: 0.564, data_time: 0.001, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5148, loss_cls: 3.3438, loss: 3.3438, grad_norm: 2.7386 2020-07-26 05:46:02,660 - mmaction - INFO - Epoch [87][720/3757] lr: 5.349e-02, eta: 2 days, 13:00:15, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5375, loss_cls: 3.3125, loss: 3.3125, grad_norm: 2.6413 2020-07-26 05:46:14,175 - mmaction - INFO - Epoch [87][740/3757] lr: 5.349e-02, eta: 2 days, 13:00:01, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5297, loss_cls: 3.3865, loss: 3.3865, grad_norm: 2.7119 2020-07-26 05:46:25,544 - mmaction - INFO - Epoch [87][760/3757] lr: 5.349e-02, eta: 2 days, 12:59:47, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5391, loss_cls: 3.2615, loss: 3.2615, grad_norm: 2.6938 2020-07-26 05:46:37,280 - mmaction - INFO - Epoch [87][780/3757] lr: 5.349e-02, eta: 2 days, 12:59:33, time: 0.587, data_time: 0.021, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5375, loss_cls: 3.2936, loss: 3.2936, grad_norm: 2.7280 2020-07-26 05:46:48,961 - mmaction - INFO - Epoch [87][800/3757] lr: 5.349e-02, eta: 2 days, 12:59:19, time: 0.584, data_time: 0.016, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4992, loss_cls: 3.5011, loss: 3.5011, grad_norm: 2.8239 2020-07-26 05:47:00,750 - mmaction - INFO - Epoch [87][820/3757] lr: 5.349e-02, eta: 2 days, 12:59:05, time: 0.590, data_time: 0.023, memory: 5232, top1_acc: 0.2625, top5_acc: 0.5031, loss_cls: 3.3967, loss: 3.3967, grad_norm: 2.6477 2020-07-26 05:47:12,441 - mmaction - INFO - Epoch [87][840/3757] lr: 5.349e-02, eta: 2 days, 12:58:52, time: 0.585, data_time: 0.019, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5156, loss_cls: 3.4221, loss: 3.4221, grad_norm: 2.6710 2020-07-26 05:47:23,800 - mmaction - INFO - Epoch [87][860/3757] lr: 5.349e-02, eta: 2 days, 12:58:37, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5258, loss_cls: 3.4047, loss: 3.4047, grad_norm: 2.7453 2020-07-26 05:47:35,585 - mmaction - INFO - Epoch [87][880/3757] lr: 5.349e-02, eta: 2 days, 12:58:23, time: 0.588, data_time: 0.014, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5164, loss_cls: 3.3787, loss: 3.3787, grad_norm: 2.6464 2020-07-26 05:47:47,434 - mmaction - INFO - Epoch [87][900/3757] lr: 5.349e-02, eta: 2 days, 12:58:10, time: 0.593, data_time: 0.026, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5250, loss_cls: 3.3709, loss: 3.3709, grad_norm: 2.7553 2020-07-26 05:47:59,162 - mmaction - INFO - Epoch [87][920/3757] lr: 5.349e-02, eta: 2 days, 12:57:56, time: 0.588, data_time: 0.016, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5203, loss_cls: 3.4355, loss: 3.4355, grad_norm: 2.7325 2020-07-26 05:48:10,962 - mmaction - INFO - Epoch [87][940/3757] lr: 5.349e-02, eta: 2 days, 12:57:42, time: 0.590, data_time: 0.024, memory: 5232, top1_acc: 0.2625, top5_acc: 0.5164, loss_cls: 3.3915, loss: 3.3915, grad_norm: 2.6883 2020-07-26 05:48:22,571 - mmaction - INFO - Epoch [87][960/3757] lr: 5.349e-02, eta: 2 days, 12:57:28, time: 0.580, data_time: 0.019, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5430, loss_cls: 3.2530, loss: 3.2530, grad_norm: 2.6200 2020-07-26 05:48:34,283 - mmaction - INFO - Epoch [87][980/3757] lr: 5.349e-02, eta: 2 days, 12:57:14, time: 0.585, data_time: 0.025, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5320, loss_cls: 3.3955, loss: 3.3955, grad_norm: 2.7762 2020-07-26 05:48:46,167 - mmaction - INFO - Epoch [87][1000/3757] lr: 5.349e-02, eta: 2 days, 12:57:01, time: 0.595, data_time: 0.018, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5445, loss_cls: 3.2408, loss: 3.2408, grad_norm: 2.6977 2020-07-26 05:48:57,937 - mmaction - INFO - Epoch [87][1020/3757] lr: 5.349e-02, eta: 2 days, 12:56:47, time: 0.588, data_time: 0.022, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5406, loss_cls: 3.2720, loss: 3.2720, grad_norm: 2.6741 2020-07-26 05:49:09,500 - mmaction - INFO - Epoch [87][1040/3757] lr: 5.349e-02, eta: 2 days, 12:56:33, time: 0.578, data_time: 0.012, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5422, loss_cls: 3.3159, loss: 3.3159, grad_norm: 2.8140 2020-07-26 05:49:20,959 - mmaction - INFO - Epoch [87][1060/3757] lr: 5.349e-02, eta: 2 days, 12:56:19, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5297, loss_cls: 3.3394, loss: 3.3394, grad_norm: 2.7535 2020-07-26 05:49:32,625 - mmaction - INFO - Epoch [87][1080/3757] lr: 5.349e-02, eta: 2 days, 12:56:05, time: 0.584, data_time: 0.020, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5273, loss_cls: 3.3526, loss: 3.3526, grad_norm: 2.5716 2020-07-26 05:49:48,861 - mmaction - INFO - Epoch [87][1100/3757] lr: 5.349e-02, eta: 2 days, 12:55:59, time: 0.812, data_time: 0.243, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5078, loss_cls: 3.4074, loss: 3.4074, grad_norm: 2.7383 2020-07-26 05:50:08,591 - mmaction - INFO - Epoch [87][1120/3757] lr: 5.349e-02, eta: 2 days, 12:56:00, time: 0.986, data_time: 0.182, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5164, loss_cls: 3.3802, loss: 3.3802, grad_norm: 2.6606 2020-07-26 05:50:24,541 - mmaction - INFO - Epoch [87][1140/3757] lr: 5.349e-02, eta: 2 days, 12:55:54, time: 0.798, data_time: 0.105, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5320, loss_cls: 3.3307, loss: 3.3307, grad_norm: 2.6575 2020-07-26 05:50:40,079 - mmaction - INFO - Epoch [87][1160/3757] lr: 5.349e-02, eta: 2 days, 12:55:47, time: 0.777, data_time: 0.145, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5430, loss_cls: 3.3134, loss: 3.3134, grad_norm: 2.7179 2020-07-26 05:50:51,333 - mmaction - INFO - Epoch [87][1180/3757] lr: 5.349e-02, eta: 2 days, 12:55:33, time: 0.562, data_time: 0.002, memory: 5232, top1_acc: 0.2578, top5_acc: 0.5250, loss_cls: 3.3942, loss: 3.3942, grad_norm: 2.7685 2020-07-26 05:51:02,520 - mmaction - INFO - Epoch [87][1200/3757] lr: 5.349e-02, eta: 2 days, 12:55:18, time: 0.560, data_time: 0.006, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5266, loss_cls: 3.4102, loss: 3.4102, grad_norm: 2.6722 2020-07-26 05:51:14,182 - mmaction - INFO - Epoch [87][1220/3757] lr: 5.349e-02, eta: 2 days, 12:55:04, time: 0.583, data_time: 0.021, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5258, loss_cls: 3.3748, loss: 3.3748, grad_norm: 2.7095 2020-07-26 05:51:25,776 - mmaction - INFO - Epoch [87][1240/3757] lr: 5.349e-02, eta: 2 days, 12:54:50, time: 0.580, data_time: 0.016, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5391, loss_cls: 3.3346, loss: 3.3346, grad_norm: 2.6413 2020-07-26 05:51:37,533 - mmaction - INFO - Epoch [87][1260/3757] lr: 5.349e-02, eta: 2 days, 12:54:36, time: 0.588, data_time: 0.020, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5125, loss_cls: 3.3946, loss: 3.3946, grad_norm: 2.7176 2020-07-26 05:51:49,341 - mmaction - INFO - Epoch [87][1280/3757] lr: 5.349e-02, eta: 2 days, 12:54:22, time: 0.590, data_time: 0.019, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5227, loss_cls: 3.3874, loss: 3.3874, grad_norm: 2.7093 2020-07-26 05:52:01,367 - mmaction - INFO - Epoch [87][1300/3757] lr: 5.349e-02, eta: 2 days, 12:54:09, time: 0.602, data_time: 0.022, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5383, loss_cls: 3.3021, loss: 3.3021, grad_norm: 2.7305 2020-07-26 05:52:12,700 - mmaction - INFO - Epoch [87][1320/3757] lr: 5.349e-02, eta: 2 days, 12:53:55, time: 0.566, data_time: 0.001, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5125, loss_cls: 3.3944, loss: 3.3944, grad_norm: 2.7636 2020-07-26 05:52:24,164 - mmaction - INFO - Epoch [87][1340/3757] lr: 5.349e-02, eta: 2 days, 12:53:40, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.4984, loss_cls: 3.4212, loss: 3.4212, grad_norm: 2.6817 2020-07-26 05:52:35,573 - mmaction - INFO - Epoch [87][1360/3757] lr: 5.349e-02, eta: 2 days, 12:53:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5227, loss_cls: 3.3735, loss: 3.3735, grad_norm: 2.7212 2020-07-26 05:52:47,034 - mmaction - INFO - Epoch [87][1380/3757] lr: 5.349e-02, eta: 2 days, 12:53:12, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5336, loss_cls: 3.3436, loss: 3.3436, grad_norm: 2.6315 2020-07-26 05:52:58,441 - mmaction - INFO - Epoch [87][1400/3757] lr: 5.349e-02, eta: 2 days, 12:52:57, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5133, loss_cls: 3.4415, loss: 3.4415, grad_norm: 2.6791 2020-07-26 05:53:09,900 - mmaction - INFO - Epoch [87][1420/3757] lr: 5.349e-02, eta: 2 days, 12:52:43, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5125, loss_cls: 3.3775, loss: 3.3775, grad_norm: 2.5776 2020-07-26 05:53:21,399 - mmaction - INFO - Epoch [87][1440/3757] lr: 5.349e-02, eta: 2 days, 12:52:29, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5164, loss_cls: 3.4277, loss: 3.4277, grad_norm: 2.7015 2020-07-26 05:53:32,783 - mmaction - INFO - Epoch [87][1460/3757] lr: 5.349e-02, eta: 2 days, 12:52:14, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5391, loss_cls: 3.2872, loss: 3.2872, grad_norm: 2.6925 2020-07-26 05:53:44,251 - mmaction - INFO - Epoch [87][1480/3757] lr: 5.349e-02, eta: 2 days, 12:52:00, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5180, loss_cls: 3.3786, loss: 3.3786, grad_norm: 2.7544 2020-07-26 05:53:55,678 - mmaction - INFO - Epoch [87][1500/3757] lr: 5.349e-02, eta: 2 days, 12:51:46, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5312, loss_cls: 3.3227, loss: 3.3227, grad_norm: 2.7254 2020-07-26 05:54:07,118 - mmaction - INFO - Epoch [87][1520/3757] lr: 5.349e-02, eta: 2 days, 12:51:31, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5172, loss_cls: 3.3921, loss: 3.3921, grad_norm: 2.7805 2020-07-26 05:54:18,572 - mmaction - INFO - Epoch [87][1540/3757] lr: 5.349e-02, eta: 2 days, 12:51:17, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5391, loss_cls: 3.3377, loss: 3.3377, grad_norm: 2.7214 2020-07-26 05:54:29,972 - mmaction - INFO - Epoch [87][1560/3757] lr: 5.349e-02, eta: 2 days, 12:51:03, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5336, loss_cls: 3.3506, loss: 3.3506, grad_norm: 2.7909 2020-07-26 05:54:41,402 - mmaction - INFO - Epoch [87][1580/3757] lr: 5.349e-02, eta: 2 days, 12:50:48, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5359, loss_cls: 3.2931, loss: 3.2931, grad_norm: 2.8074 2020-07-26 05:54:52,792 - mmaction - INFO - Epoch [87][1600/3757] lr: 5.349e-02, eta: 2 days, 12:50:34, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5172, loss_cls: 3.4008, loss: 3.4008, grad_norm: 2.7729 2020-07-26 05:55:04,330 - mmaction - INFO - Epoch [87][1620/3757] lr: 5.349e-02, eta: 2 days, 12:50:20, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5234, loss_cls: 3.3898, loss: 3.3898, grad_norm: 2.6564 2020-07-26 05:55:15,760 - mmaction - INFO - Epoch [87][1640/3757] lr: 5.349e-02, eta: 2 days, 12:50:05, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5336, loss_cls: 3.3149, loss: 3.3149, grad_norm: 2.7661 2020-07-26 05:55:27,134 - mmaction - INFO - Epoch [87][1660/3757] lr: 5.349e-02, eta: 2 days, 12:49:51, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2953, top5_acc: 0.5391, loss_cls: 3.3283, loss: 3.3283, grad_norm: 2.7411 2020-07-26 05:55:38,526 - mmaction - INFO - Epoch [87][1680/3757] lr: 5.349e-02, eta: 2 days, 12:49:37, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5086, loss_cls: 3.3517, loss: 3.3517, grad_norm: 2.7336 2020-07-26 05:55:49,909 - mmaction - INFO - Epoch [87][1700/3757] lr: 5.349e-02, eta: 2 days, 12:49:22, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5016, loss_cls: 3.5010, loss: 3.5010, grad_norm: 2.8086 2020-07-26 05:56:01,345 - mmaction - INFO - Epoch [87][1720/3757] lr: 5.349e-02, eta: 2 days, 12:49:08, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2727, top5_acc: 0.4898, loss_cls: 3.4294, loss: 3.4294, grad_norm: 2.6677 2020-07-26 05:56:12,901 - mmaction - INFO - Epoch [87][1740/3757] lr: 5.349e-02, eta: 2 days, 12:48:54, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.5203, loss_cls: 3.4446, loss: 3.4446, grad_norm: 2.7305 2020-07-26 05:56:24,593 - mmaction - INFO - Epoch [87][1760/3757] lr: 5.349e-02, eta: 2 days, 12:48:40, time: 0.584, data_time: 0.021, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5328, loss_cls: 3.3515, loss: 3.3515, grad_norm: 2.6570 2020-07-26 05:56:36,080 - mmaction - INFO - Epoch [87][1780/3757] lr: 5.349e-02, eta: 2 days, 12:48:26, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5664, loss_cls: 3.1585, loss: 3.1585, grad_norm: 2.6782 2020-07-26 05:56:47,449 - mmaction - INFO - Epoch [87][1800/3757] lr: 5.349e-02, eta: 2 days, 12:48:11, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5305, loss_cls: 3.3524, loss: 3.3524, grad_norm: 2.6631 2020-07-26 05:56:58,834 - mmaction - INFO - Epoch [87][1820/3757] lr: 5.349e-02, eta: 2 days, 12:47:57, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5297, loss_cls: 3.3680, loss: 3.3680, grad_norm: 2.7009 2020-07-26 05:57:10,290 - mmaction - INFO - Epoch [87][1840/3757] lr: 5.349e-02, eta: 2 days, 12:47:43, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5023, loss_cls: 3.3757, loss: 3.3757, grad_norm: 2.7491 2020-07-26 05:57:21,667 - mmaction - INFO - Epoch [87][1860/3757] lr: 5.349e-02, eta: 2 days, 12:47:28, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5383, loss_cls: 3.2546, loss: 3.2546, grad_norm: 2.7686 2020-07-26 05:57:33,106 - mmaction - INFO - Epoch [87][1880/3757] lr: 5.349e-02, eta: 2 days, 12:47:14, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5320, loss_cls: 3.3579, loss: 3.3579, grad_norm: 2.7174 2020-07-26 05:57:44,541 - mmaction - INFO - Epoch [87][1900/3757] lr: 5.349e-02, eta: 2 days, 12:47:00, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2477, top5_acc: 0.5031, loss_cls: 3.4700, loss: 3.4700, grad_norm: 2.8240 2020-07-26 05:57:56,026 - mmaction - INFO - Epoch [87][1920/3757] lr: 5.349e-02, eta: 2 days, 12:46:45, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.4938, loss_cls: 3.4828, loss: 3.4828, grad_norm: 2.8037 2020-07-26 05:58:07,517 - mmaction - INFO - Epoch [87][1940/3757] lr: 5.349e-02, eta: 2 days, 12:46:31, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5016, loss_cls: 3.4542, loss: 3.4542, grad_norm: 2.7131 2020-07-26 05:58:18,976 - mmaction - INFO - Epoch [87][1960/3757] lr: 5.349e-02, eta: 2 days, 12:46:17, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5289, loss_cls: 3.3867, loss: 3.3867, grad_norm: 2.7761 2020-07-26 05:58:30,419 - mmaction - INFO - Epoch [87][1980/3757] lr: 5.349e-02, eta: 2 days, 12:46:02, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2578, top5_acc: 0.4875, loss_cls: 3.4986, loss: 3.4986, grad_norm: 2.7120 2020-07-26 05:58:41,941 - mmaction - INFO - Epoch [87][2000/3757] lr: 5.349e-02, eta: 2 days, 12:45:48, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5375, loss_cls: 3.3219, loss: 3.3219, grad_norm: 2.7094 2020-07-26 05:58:53,391 - mmaction - INFO - Epoch [87][2020/3757] lr: 5.349e-02, eta: 2 days, 12:45:34, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5391, loss_cls: 3.3760, loss: 3.3760, grad_norm: 2.7214 2020-07-26 05:59:05,039 - mmaction - INFO - Epoch [87][2040/3757] lr: 5.349e-02, eta: 2 days, 12:45:20, time: 0.583, data_time: 0.016, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5031, loss_cls: 3.4439, loss: 3.4439, grad_norm: 2.7127 2020-07-26 05:59:16,430 - mmaction - INFO - Epoch [87][2060/3757] lr: 5.349e-02, eta: 2 days, 12:45:06, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5008, loss_cls: 3.5053, loss: 3.5053, grad_norm: 2.6942 2020-07-26 05:59:27,815 - mmaction - INFO - Epoch [87][2080/3757] lr: 5.349e-02, eta: 2 days, 12:44:51, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5148, loss_cls: 3.4004, loss: 3.4004, grad_norm: 2.6627 2020-07-26 05:59:39,204 - mmaction - INFO - Epoch [87][2100/3757] lr: 5.349e-02, eta: 2 days, 12:44:37, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5383, loss_cls: 3.3731, loss: 3.3731, grad_norm: 2.7119 2020-07-26 05:59:50,623 - mmaction - INFO - Epoch [87][2120/3757] lr: 5.349e-02, eta: 2 days, 12:44:23, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5336, loss_cls: 3.3994, loss: 3.3994, grad_norm: 2.7363 2020-07-26 06:00:02,072 - mmaction - INFO - Epoch [87][2140/3757] lr: 5.349e-02, eta: 2 days, 12:44:08, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5195, loss_cls: 3.3656, loss: 3.3656, grad_norm: 2.6777 2020-07-26 06:00:18,687 - mmaction - INFO - Epoch [87][2160/3757] lr: 5.349e-02, eta: 2 days, 12:44:03, time: 0.829, data_time: 0.001, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5398, loss_cls: 3.3054, loss: 3.3054, grad_norm: 2.7257 2020-07-26 06:00:30,154 - mmaction - INFO - Epoch [87][2180/3757] lr: 5.349e-02, eta: 2 days, 12:43:49, time: 0.576, data_time: 0.005, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5227, loss_cls: 3.3888, loss: 3.3888, grad_norm: 2.7429 2020-07-26 06:00:41,554 - mmaction - INFO - Epoch [87][2200/3757] lr: 5.349e-02, eta: 2 days, 12:43:35, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5102, loss_cls: 3.4377, loss: 3.4377, grad_norm: 2.7260 2020-07-26 06:00:53,022 - mmaction - INFO - Epoch [87][2220/3757] lr: 5.349e-02, eta: 2 days, 12:43:20, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5297, loss_cls: 3.3058, loss: 3.3058, grad_norm: 2.6646 2020-07-26 06:01:04,428 - mmaction - INFO - Epoch [87][2240/3757] lr: 5.349e-02, eta: 2 days, 12:43:06, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5336, loss_cls: 3.4132, loss: 3.4132, grad_norm: 2.7888 2020-07-26 06:01:15,773 - mmaction - INFO - Epoch [87][2260/3757] lr: 5.349e-02, eta: 2 days, 12:42:52, time: 0.567, data_time: 0.004, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5383, loss_cls: 3.3042, loss: 3.3042, grad_norm: 2.6420 2020-07-26 06:01:27,174 - mmaction - INFO - Epoch [87][2280/3757] lr: 5.349e-02, eta: 2 days, 12:42:37, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5086, loss_cls: 3.4355, loss: 3.4355, grad_norm: 2.7466 2020-07-26 06:01:38,567 - mmaction - INFO - Epoch [87][2300/3757] lr: 5.349e-02, eta: 2 days, 12:42:23, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5188, loss_cls: 3.4046, loss: 3.4046, grad_norm: 2.6432 2020-07-26 06:01:50,316 - mmaction - INFO - Epoch [87][2320/3757] lr: 5.349e-02, eta: 2 days, 12:42:09, time: 0.587, data_time: 0.024, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5312, loss_cls: 3.3570, loss: 3.3570, grad_norm: 2.7331 2020-07-26 06:02:02,037 - mmaction - INFO - Epoch [87][2340/3757] lr: 5.349e-02, eta: 2 days, 12:41:55, time: 0.586, data_time: 0.017, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5266, loss_cls: 3.2746, loss: 3.2746, grad_norm: 2.6965 2020-07-26 06:02:13,865 - mmaction - INFO - Epoch [87][2360/3757] lr: 5.349e-02, eta: 2 days, 12:41:42, time: 0.591, data_time: 0.022, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5203, loss_cls: 3.3694, loss: 3.3694, grad_norm: 2.6547 2020-07-26 06:02:25,647 - mmaction - INFO - Epoch [87][2380/3757] lr: 5.349e-02, eta: 2 days, 12:41:28, time: 0.589, data_time: 0.025, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5305, loss_cls: 3.3534, loss: 3.3534, grad_norm: 2.6940 2020-07-26 06:02:37,355 - mmaction - INFO - Epoch [87][2400/3757] lr: 5.349e-02, eta: 2 days, 12:41:14, time: 0.585, data_time: 0.015, memory: 5232, top1_acc: 0.2578, top5_acc: 0.5172, loss_cls: 3.4449, loss: 3.4449, grad_norm: 2.7392 2020-07-26 06:02:48,710 - mmaction - INFO - Epoch [87][2420/3757] lr: 5.349e-02, eta: 2 days, 12:41:00, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5305, loss_cls: 3.3353, loss: 3.3353, grad_norm: 2.7671 2020-07-26 06:03:00,127 - mmaction - INFO - Epoch [87][2440/3757] lr: 5.349e-02, eta: 2 days, 12:40:45, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5344, loss_cls: 3.3498, loss: 3.3498, grad_norm: 2.7170 2020-07-26 06:03:11,705 - mmaction - INFO - Epoch [87][2460/3757] lr: 5.349e-02, eta: 2 days, 12:40:31, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5055, loss_cls: 3.4571, loss: 3.4571, grad_norm: 2.7069 2020-07-26 06:03:23,060 - mmaction - INFO - Epoch [87][2480/3757] lr: 5.349e-02, eta: 2 days, 12:40:17, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4977, loss_cls: 3.5126, loss: 3.5126, grad_norm: 2.7321 2020-07-26 06:03:34,438 - mmaction - INFO - Epoch [87][2500/3757] lr: 5.349e-02, eta: 2 days, 12:40:03, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5305, loss_cls: 3.3478, loss: 3.3478, grad_norm: 2.7524 2020-07-26 06:03:45,861 - mmaction - INFO - Epoch [87][2520/3757] lr: 5.349e-02, eta: 2 days, 12:39:48, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5047, loss_cls: 3.3734, loss: 3.3734, grad_norm: 2.6996 2020-07-26 06:03:57,223 - mmaction - INFO - Epoch [87][2540/3757] lr: 5.349e-02, eta: 2 days, 12:39:34, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5305, loss_cls: 3.3279, loss: 3.3279, grad_norm: 2.6524 2020-07-26 06:04:08,559 - mmaction - INFO - Epoch [87][2560/3757] lr: 5.349e-02, eta: 2 days, 12:39:19, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5242, loss_cls: 3.3971, loss: 3.3971, grad_norm: 2.8012 2020-07-26 06:04:19,957 - mmaction - INFO - Epoch [87][2580/3757] lr: 5.349e-02, eta: 2 days, 12:39:05, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5242, loss_cls: 3.3419, loss: 3.3419, grad_norm: 2.7105 2020-07-26 06:04:31,327 - mmaction - INFO - Epoch [87][2600/3757] lr: 5.349e-02, eta: 2 days, 12:38:51, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5273, loss_cls: 3.3656, loss: 3.3656, grad_norm: 2.7300 2020-07-26 06:04:42,772 - mmaction - INFO - Epoch [87][2620/3757] lr: 5.349e-02, eta: 2 days, 12:38:36, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2820, top5_acc: 0.4984, loss_cls: 3.4458, loss: 3.4458, grad_norm: 2.7206 2020-07-26 06:04:54,204 - mmaction - INFO - Epoch [87][2640/3757] lr: 5.349e-02, eta: 2 days, 12:38:22, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5242, loss_cls: 3.3906, loss: 3.3906, grad_norm: 2.7589 2020-07-26 06:05:05,658 - mmaction - INFO - Epoch [87][2660/3757] lr: 5.349e-02, eta: 2 days, 12:38:08, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5352, loss_cls: 3.3136, loss: 3.3136, grad_norm: 2.6606 2020-07-26 06:05:17,099 - mmaction - INFO - Epoch [87][2680/3757] lr: 5.349e-02, eta: 2 days, 12:37:53, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5250, loss_cls: 3.3297, loss: 3.3297, grad_norm: 2.7532 2020-07-26 06:05:28,591 - mmaction - INFO - Epoch [87][2700/3757] lr: 5.349e-02, eta: 2 days, 12:37:39, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5039, loss_cls: 3.4658, loss: 3.4658, grad_norm: 2.8135 2020-07-26 06:05:39,964 - mmaction - INFO - Epoch [87][2720/3757] lr: 5.349e-02, eta: 2 days, 12:37:25, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5406, loss_cls: 3.3092, loss: 3.3092, grad_norm: 2.6448 2020-07-26 06:05:51,302 - mmaction - INFO - Epoch [87][2740/3757] lr: 5.349e-02, eta: 2 days, 12:37:10, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5016, loss_cls: 3.4239, loss: 3.4239, grad_norm: 2.7266 2020-07-26 06:06:02,697 - mmaction - INFO - Epoch [87][2760/3757] lr: 5.349e-02, eta: 2 days, 12:36:56, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5242, loss_cls: 3.3886, loss: 3.3886, grad_norm: 2.7367 2020-07-26 06:06:14,119 - mmaction - INFO - Epoch [87][2780/3757] lr: 5.349e-02, eta: 2 days, 12:36:42, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5008, loss_cls: 3.4447, loss: 3.4447, grad_norm: 2.6768 2020-07-26 06:06:25,514 - mmaction - INFO - Epoch [87][2800/3757] lr: 5.349e-02, eta: 2 days, 12:36:27, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5359, loss_cls: 3.3389, loss: 3.3389, grad_norm: 2.6475 2020-07-26 06:06:36,788 - mmaction - INFO - Epoch [87][2820/3757] lr: 5.349e-02, eta: 2 days, 12:36:13, time: 0.564, data_time: 0.005, memory: 5232, top1_acc: 0.2508, top5_acc: 0.5031, loss_cls: 3.4203, loss: 3.4203, grad_norm: 2.7349 2020-07-26 06:06:48,239 - mmaction - INFO - Epoch [87][2840/3757] lr: 5.349e-02, eta: 2 days, 12:35:58, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5242, loss_cls: 3.3190, loss: 3.3190, grad_norm: 2.6714 2020-07-26 06:06:59,667 - mmaction - INFO - Epoch [87][2860/3757] lr: 5.349e-02, eta: 2 days, 12:35:44, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5070, loss_cls: 3.4570, loss: 3.4570, grad_norm: 2.7833 2020-07-26 06:07:11,074 - mmaction - INFO - Epoch [87][2880/3757] lr: 5.349e-02, eta: 2 days, 12:35:30, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5141, loss_cls: 3.4030, loss: 3.4030, grad_norm: 2.7486 2020-07-26 06:07:22,442 - mmaction - INFO - Epoch [87][2900/3757] lr: 5.349e-02, eta: 2 days, 12:35:15, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5086, loss_cls: 3.4542, loss: 3.4542, grad_norm: 2.7178 2020-07-26 06:07:33,866 - mmaction - INFO - Epoch [87][2920/3757] lr: 5.349e-02, eta: 2 days, 12:35:01, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5141, loss_cls: 3.4437, loss: 3.4437, grad_norm: 2.6639 2020-07-26 06:07:45,298 - mmaction - INFO - Epoch [87][2940/3757] lr: 5.349e-02, eta: 2 days, 12:34:47, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5141, loss_cls: 3.4003, loss: 3.4003, grad_norm: 2.6277 2020-07-26 06:07:56,845 - mmaction - INFO - Epoch [87][2960/3757] lr: 5.349e-02, eta: 2 days, 12:34:33, time: 0.578, data_time: 0.016, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5094, loss_cls: 3.3911, loss: 3.3911, grad_norm: 2.7242 2020-07-26 06:08:08,240 - mmaction - INFO - Epoch [87][2980/3757] lr: 5.349e-02, eta: 2 days, 12:34:18, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2492, top5_acc: 0.5188, loss_cls: 3.4045, loss: 3.4045, grad_norm: 2.7365 2020-07-26 06:08:19,652 - mmaction - INFO - Epoch [87][3000/3757] lr: 5.349e-02, eta: 2 days, 12:34:04, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5172, loss_cls: 3.4229, loss: 3.4229, grad_norm: 2.7873 2020-07-26 06:08:30,971 - mmaction - INFO - Epoch [87][3020/3757] lr: 5.349e-02, eta: 2 days, 12:33:50, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.4969, loss_cls: 3.4735, loss: 3.4735, grad_norm: 2.7069 2020-07-26 06:08:42,375 - mmaction - INFO - Epoch [87][3040/3757] lr: 5.349e-02, eta: 2 days, 12:33:35, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5195, loss_cls: 3.3392, loss: 3.3392, grad_norm: 2.5992 2020-07-26 06:08:53,770 - mmaction - INFO - Epoch [87][3060/3757] lr: 5.349e-02, eta: 2 days, 12:33:21, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2641, top5_acc: 0.4977, loss_cls: 3.4647, loss: 3.4647, grad_norm: 2.6819 2020-07-26 06:09:05,170 - mmaction - INFO - Epoch [87][3080/3757] lr: 5.349e-02, eta: 2 days, 12:33:06, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5344, loss_cls: 3.3159, loss: 3.3159, grad_norm: 2.6516 2020-07-26 06:09:16,844 - mmaction - INFO - Epoch [87][3100/3757] lr: 5.349e-02, eta: 2 days, 12:32:53, time: 0.583, data_time: 0.018, memory: 5232, top1_acc: 0.2625, top5_acc: 0.5047, loss_cls: 3.4258, loss: 3.4258, grad_norm: 2.7371 2020-07-26 06:09:28,253 - mmaction - INFO - Epoch [87][3120/3757] lr: 5.349e-02, eta: 2 days, 12:32:38, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5133, loss_cls: 3.3801, loss: 3.3801, grad_norm: 2.7033 2020-07-26 06:09:39,675 - mmaction - INFO - Epoch [87][3140/3757] lr: 5.349e-02, eta: 2 days, 12:32:24, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5383, loss_cls: 3.3659, loss: 3.3659, grad_norm: 2.6471 2020-07-26 06:09:51,119 - mmaction - INFO - Epoch [87][3160/3757] lr: 5.349e-02, eta: 2 days, 12:32:10, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5289, loss_cls: 3.3197, loss: 3.3197, grad_norm: 2.7150 2020-07-26 06:10:02,524 - mmaction - INFO - Epoch [87][3180/3757] lr: 5.349e-02, eta: 2 days, 12:31:55, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5141, loss_cls: 3.3920, loss: 3.3920, grad_norm: 2.7236 2020-07-26 06:10:13,866 - mmaction - INFO - Epoch [87][3200/3757] lr: 5.349e-02, eta: 2 days, 12:31:41, time: 0.567, data_time: 0.001, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5508, loss_cls: 3.2640, loss: 3.2640, grad_norm: 2.7182 2020-07-26 06:10:25,242 - mmaction - INFO - Epoch [87][3220/3757] lr: 5.349e-02, eta: 2 days, 12:31:27, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5156, loss_cls: 3.4267, loss: 3.4267, grad_norm: 2.7479 2020-07-26 06:10:36,522 - mmaction - INFO - Epoch [87][3240/3757] lr: 5.349e-02, eta: 2 days, 12:31:12, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5211, loss_cls: 3.3700, loss: 3.3700, grad_norm: 2.7564 2020-07-26 06:10:47,920 - mmaction - INFO - Epoch [87][3260/3757] lr: 5.349e-02, eta: 2 days, 12:30:58, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5047, loss_cls: 3.4198, loss: 3.4198, grad_norm: 2.6853 2020-07-26 06:10:59,383 - mmaction - INFO - Epoch [87][3280/3757] lr: 5.349e-02, eta: 2 days, 12:30:43, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5094, loss_cls: 3.4572, loss: 3.4572, grad_norm: 2.8215 2020-07-26 06:11:10,875 - mmaction - INFO - Epoch [87][3300/3757] lr: 5.349e-02, eta: 2 days, 12:30:29, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2539, top5_acc: 0.5117, loss_cls: 3.4695, loss: 3.4695, grad_norm: 2.7838 2020-07-26 06:11:22,240 - mmaction - INFO - Epoch [87][3320/3757] lr: 5.349e-02, eta: 2 days, 12:30:15, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5312, loss_cls: 3.3553, loss: 3.3553, grad_norm: 2.6709 2020-07-26 06:11:33,647 - mmaction - INFO - Epoch [87][3340/3757] lr: 5.349e-02, eta: 2 days, 12:30:00, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5406, loss_cls: 3.3346, loss: 3.3346, grad_norm: 2.6387 2020-07-26 06:11:45,125 - mmaction - INFO - Epoch [87][3360/3757] lr: 5.349e-02, eta: 2 days, 12:29:46, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5383, loss_cls: 3.3978, loss: 3.3978, grad_norm: 2.7756 2020-07-26 06:11:56,859 - mmaction - INFO - Epoch [87][3380/3757] lr: 5.349e-02, eta: 2 days, 12:29:33, time: 0.587, data_time: 0.023, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5125, loss_cls: 3.4021, loss: 3.4021, grad_norm: 2.7143 2020-07-26 06:12:08,307 - mmaction - INFO - Epoch [87][3400/3757] lr: 5.349e-02, eta: 2 days, 12:29:18, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5273, loss_cls: 3.3296, loss: 3.3296, grad_norm: 2.7085 2020-07-26 06:12:19,808 - mmaction - INFO - Epoch [87][3420/3757] lr: 5.349e-02, eta: 2 days, 12:29:04, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5125, loss_cls: 3.4589, loss: 3.4589, grad_norm: 2.7914 2020-07-26 06:12:31,234 - mmaction - INFO - Epoch [87][3440/3757] lr: 5.349e-02, eta: 2 days, 12:28:50, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5367, loss_cls: 3.3489, loss: 3.3489, grad_norm: 2.6279 2020-07-26 06:12:42,571 - mmaction - INFO - Epoch [87][3460/3757] lr: 5.349e-02, eta: 2 days, 12:28:35, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.4813, loss_cls: 3.5681, loss: 3.5681, grad_norm: 2.7191 2020-07-26 06:12:53,958 - mmaction - INFO - Epoch [87][3480/3757] lr: 5.349e-02, eta: 2 days, 12:28:21, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5305, loss_cls: 3.3210, loss: 3.3210, grad_norm: 2.6225 2020-07-26 06:13:05,260 - mmaction - INFO - Epoch [87][3500/3757] lr: 5.349e-02, eta: 2 days, 12:28:07, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5172, loss_cls: 3.3448, loss: 3.3448, grad_norm: 2.6787 2020-07-26 06:13:16,675 - mmaction - INFO - Epoch [87][3520/3757] lr: 5.349e-02, eta: 2 days, 12:27:52, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5305, loss_cls: 3.2979, loss: 3.2979, grad_norm: 2.7105 2020-07-26 06:13:28,096 - mmaction - INFO - Epoch [87][3540/3757] lr: 5.349e-02, eta: 2 days, 12:27:38, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5164, loss_cls: 3.3951, loss: 3.3951, grad_norm: 2.6915 2020-07-26 06:13:39,550 - mmaction - INFO - Epoch [87][3560/3757] lr: 5.349e-02, eta: 2 days, 12:27:24, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2633, top5_acc: 0.5125, loss_cls: 3.4319, loss: 3.4319, grad_norm: 2.6501 2020-07-26 06:13:50,935 - mmaction - INFO - Epoch [87][3580/3757] lr: 5.349e-02, eta: 2 days, 12:27:09, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5148, loss_cls: 3.4269, loss: 3.4269, grad_norm: 2.7135 2020-07-26 06:14:02,299 - mmaction - INFO - Epoch [87][3600/3757] lr: 5.349e-02, eta: 2 days, 12:26:55, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5188, loss_cls: 3.3888, loss: 3.3888, grad_norm: 2.6257 2020-07-26 06:14:13,687 - mmaction - INFO - Epoch [87][3620/3757] lr: 5.349e-02, eta: 2 days, 12:26:41, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5125, loss_cls: 3.3870, loss: 3.3870, grad_norm: 2.6388 2020-07-26 06:14:25,059 - mmaction - INFO - Epoch [87][3640/3757] lr: 5.349e-02, eta: 2 days, 12:26:26, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5141, loss_cls: 3.3754, loss: 3.3754, grad_norm: 2.7284 2020-07-26 06:14:36,484 - mmaction - INFO - Epoch [87][3660/3757] lr: 5.349e-02, eta: 2 days, 12:26:12, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5188, loss_cls: 3.3478, loss: 3.3478, grad_norm: 2.6574 2020-07-26 06:14:48,015 - mmaction - INFO - Epoch [87][3680/3757] lr: 5.349e-02, eta: 2 days, 12:25:58, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5266, loss_cls: 3.3501, loss: 3.3501, grad_norm: 2.6606 2020-07-26 06:14:59,459 - mmaction - INFO - Epoch [87][3700/3757] lr: 5.349e-02, eta: 2 days, 12:25:44, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5578, loss_cls: 3.2996, loss: 3.2996, grad_norm: 2.6738 2020-07-26 06:15:10,942 - mmaction - INFO - Epoch [87][3720/3757] lr: 5.349e-02, eta: 2 days, 12:25:29, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5023, loss_cls: 3.4339, loss: 3.4339, grad_norm: 2.6935 2020-07-26 06:15:22,423 - mmaction - INFO - Epoch [87][3740/3757] lr: 5.349e-02, eta: 2 days, 12:25:15, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5039, loss_cls: 3.4253, loss: 3.4253, grad_norm: 2.5864 2020-07-26 06:19:10,566 - mmaction - INFO - Epoch [88][20/3757] lr: 5.262e-02, eta: 2 days, 12:30:24, time: 10.421, data_time: 9.724, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5352, loss_cls: 3.2990, loss: 3.2990, grad_norm: 2.6432 2020-07-26 06:19:21,832 - mmaction - INFO - Epoch [88][40/3757] lr: 5.262e-02, eta: 2 days, 12:30:09, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5312, loss_cls: 3.2556, loss: 3.2556, grad_norm: 2.6848 2020-07-26 06:19:33,120 - mmaction - INFO - Epoch [88][60/3757] lr: 5.262e-02, eta: 2 days, 12:29:54, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2547, top5_acc: 0.5117, loss_cls: 3.4294, loss: 3.4294, grad_norm: 2.8598 2020-07-26 06:19:44,507 - mmaction - INFO - Epoch [88][80/3757] lr: 5.262e-02, eta: 2 days, 12:29:40, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5250, loss_cls: 3.3622, loss: 3.3622, grad_norm: 2.7816 2020-07-26 06:19:55,775 - mmaction - INFO - Epoch [88][100/3757] lr: 5.262e-02, eta: 2 days, 12:29:25, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5297, loss_cls: 3.3306, loss: 3.3306, grad_norm: 2.6045 2020-07-26 06:20:07,239 - mmaction - INFO - Epoch [88][120/3757] lr: 5.262e-02, eta: 2 days, 12:29:11, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5445, loss_cls: 3.2875, loss: 3.2875, grad_norm: 2.6246 2020-07-26 06:20:23,486 - mmaction - INFO - Epoch [88][140/3757] lr: 5.262e-02, eta: 2 days, 12:29:05, time: 0.813, data_time: 0.243, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5414, loss_cls: 3.2303, loss: 3.2303, grad_norm: 2.6804 2020-07-26 06:20:35,208 - mmaction - INFO - Epoch [88][160/3757] lr: 5.262e-02, eta: 2 days, 12:28:52, time: 0.586, data_time: 0.018, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5234, loss_cls: 3.3543, loss: 3.3543, grad_norm: 2.7373 2020-07-26 06:20:46,918 - mmaction - INFO - Epoch [88][180/3757] lr: 5.262e-02, eta: 2 days, 12:28:38, time: 0.585, data_time: 0.020, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5391, loss_cls: 3.3492, loss: 3.3492, grad_norm: 2.7187 2020-07-26 06:20:58,672 - mmaction - INFO - Epoch [88][200/3757] lr: 5.262e-02, eta: 2 days, 12:28:24, time: 0.588, data_time: 0.018, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5312, loss_cls: 3.4037, loss: 3.4037, grad_norm: 2.7592 2020-07-26 06:21:10,448 - mmaction - INFO - Epoch [88][220/3757] lr: 5.262e-02, eta: 2 days, 12:28:10, time: 0.589, data_time: 0.025, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5203, loss_cls: 3.3977, loss: 3.3977, grad_norm: 2.7174 2020-07-26 06:21:21,808 - mmaction - INFO - Epoch [88][240/3757] lr: 5.262e-02, eta: 2 days, 12:27:56, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5117, loss_cls: 3.3877, loss: 3.3877, grad_norm: 2.6871 2020-07-26 06:21:33,290 - mmaction - INFO - Epoch [88][260/3757] lr: 5.262e-02, eta: 2 days, 12:27:42, time: 0.574, data_time: 0.016, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5484, loss_cls: 3.2978, loss: 3.2978, grad_norm: 2.6977 2020-07-26 06:21:44,993 - mmaction - INFO - Epoch [88][280/3757] lr: 5.262e-02, eta: 2 days, 12:27:28, time: 0.585, data_time: 0.011, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5352, loss_cls: 3.2933, loss: 3.2933, grad_norm: 2.7665 2020-07-26 06:21:56,786 - mmaction - INFO - Epoch [88][300/3757] lr: 5.262e-02, eta: 2 days, 12:27:14, time: 0.590, data_time: 0.026, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5555, loss_cls: 3.2639, loss: 3.2639, grad_norm: 2.7687 2020-07-26 06:22:08,460 - mmaction - INFO - Epoch [88][320/3757] lr: 5.262e-02, eta: 2 days, 12:27:00, time: 0.583, data_time: 0.015, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5164, loss_cls: 3.3038, loss: 3.3038, grad_norm: 2.6711 2020-07-26 06:22:20,244 - mmaction - INFO - Epoch [88][340/3757] lr: 5.262e-02, eta: 2 days, 12:26:47, time: 0.590, data_time: 0.024, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5289, loss_cls: 3.3254, loss: 3.3254, grad_norm: 2.6931 2020-07-26 06:22:31,876 - mmaction - INFO - Epoch [88][360/3757] lr: 5.262e-02, eta: 2 days, 12:26:33, time: 0.582, data_time: 0.015, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5383, loss_cls: 3.3027, loss: 3.3027, grad_norm: 2.7290 2020-07-26 06:22:43,317 - mmaction - INFO - Epoch [88][380/3757] lr: 5.262e-02, eta: 2 days, 12:26:18, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5250, loss_cls: 3.3988, loss: 3.3988, grad_norm: 2.7303 2020-07-26 06:22:54,703 - mmaction - INFO - Epoch [88][400/3757] lr: 5.262e-02, eta: 2 days, 12:26:04, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5320, loss_cls: 3.2523, loss: 3.2523, grad_norm: 2.6507 2020-07-26 06:23:06,104 - mmaction - INFO - Epoch [88][420/3757] lr: 5.262e-02, eta: 2 days, 12:25:50, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5391, loss_cls: 3.3433, loss: 3.3433, grad_norm: 2.7380 2020-07-26 06:23:17,472 - mmaction - INFO - Epoch [88][440/3757] lr: 5.262e-02, eta: 2 days, 12:25:35, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5242, loss_cls: 3.3891, loss: 3.3891, grad_norm: 2.7072 2020-07-26 06:23:28,834 - mmaction - INFO - Epoch [88][460/3757] lr: 5.262e-02, eta: 2 days, 12:25:21, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5227, loss_cls: 3.3575, loss: 3.3575, grad_norm: 2.6930 2020-07-26 06:23:40,263 - mmaction - INFO - Epoch [88][480/3757] lr: 5.262e-02, eta: 2 days, 12:25:06, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5406, loss_cls: 3.2296, loss: 3.2296, grad_norm: 2.6583 2020-07-26 06:23:51,770 - mmaction - INFO - Epoch [88][500/3757] lr: 5.262e-02, eta: 2 days, 12:24:52, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5133, loss_cls: 3.4614, loss: 3.4614, grad_norm: 2.7883 2020-07-26 06:24:03,071 - mmaction - INFO - Epoch [88][520/3757] lr: 5.262e-02, eta: 2 days, 12:24:38, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5391, loss_cls: 3.2767, loss: 3.2767, grad_norm: 2.7074 2020-07-26 06:24:14,412 - mmaction - INFO - Epoch [88][540/3757] lr: 5.262e-02, eta: 2 days, 12:24:23, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5336, loss_cls: 3.3496, loss: 3.3496, grad_norm: 2.7394 2020-07-26 06:24:25,779 - mmaction - INFO - Epoch [88][560/3757] lr: 5.262e-02, eta: 2 days, 12:24:09, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5469, loss_cls: 3.3195, loss: 3.3195, grad_norm: 2.7722 2020-07-26 06:24:37,222 - mmaction - INFO - Epoch [88][580/3757] lr: 5.262e-02, eta: 2 days, 12:23:54, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5328, loss_cls: 3.2792, loss: 3.2792, grad_norm: 2.6116 2020-07-26 06:24:48,621 - mmaction - INFO - Epoch [88][600/3757] lr: 5.262e-02, eta: 2 days, 12:23:40, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5211, loss_cls: 3.3713, loss: 3.3713, grad_norm: 2.7055 2020-07-26 06:25:00,043 - mmaction - INFO - Epoch [88][620/3757] lr: 5.262e-02, eta: 2 days, 12:23:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5242, loss_cls: 3.3745, loss: 3.3745, grad_norm: 2.7726 2020-07-26 06:25:11,679 - mmaction - INFO - Epoch [88][640/3757] lr: 5.262e-02, eta: 2 days, 12:23:12, time: 0.581, data_time: 0.017, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5289, loss_cls: 3.2916, loss: 3.2916, grad_norm: 2.7159 2020-07-26 06:25:23,127 - mmaction - INFO - Epoch [88][660/3757] lr: 5.262e-02, eta: 2 days, 12:22:58, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5328, loss_cls: 3.3321, loss: 3.3321, grad_norm: 2.6993 2020-07-26 06:25:34,491 - mmaction - INFO - Epoch [88][680/3757] lr: 5.262e-02, eta: 2 days, 12:22:43, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5195, loss_cls: 3.3857, loss: 3.3857, grad_norm: 2.6978 2020-07-26 06:25:45,903 - mmaction - INFO - Epoch [88][700/3757] lr: 5.262e-02, eta: 2 days, 12:22:29, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5336, loss_cls: 3.3576, loss: 3.3576, grad_norm: 2.7169 2020-07-26 06:25:57,219 - mmaction - INFO - Epoch [88][720/3757] lr: 5.262e-02, eta: 2 days, 12:22:14, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5281, loss_cls: 3.3200, loss: 3.3200, grad_norm: 2.6968 2020-07-26 06:26:08,729 - mmaction - INFO - Epoch [88][740/3757] lr: 5.262e-02, eta: 2 days, 12:22:00, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5391, loss_cls: 3.2631, loss: 3.2631, grad_norm: 2.7123 2020-07-26 06:26:20,084 - mmaction - INFO - Epoch [88][760/3757] lr: 5.262e-02, eta: 2 days, 12:21:46, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5445, loss_cls: 3.2776, loss: 3.2776, grad_norm: 2.7456 2020-07-26 06:26:31,659 - mmaction - INFO - Epoch [88][780/3757] lr: 5.262e-02, eta: 2 days, 12:21:32, time: 0.579, data_time: 0.015, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5039, loss_cls: 3.4877, loss: 3.4877, grad_norm: 2.7391 2020-07-26 06:26:43,149 - mmaction - INFO - Epoch [88][800/3757] lr: 5.262e-02, eta: 2 days, 12:21:17, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5273, loss_cls: 3.3711, loss: 3.3711, grad_norm: 2.6284 2020-07-26 06:26:54,533 - mmaction - INFO - Epoch [88][820/3757] lr: 5.262e-02, eta: 2 days, 12:21:03, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5219, loss_cls: 3.3387, loss: 3.3387, grad_norm: 2.6558 2020-07-26 06:27:06,042 - mmaction - INFO - Epoch [88][840/3757] lr: 5.262e-02, eta: 2 days, 12:20:49, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5234, loss_cls: 3.2929, loss: 3.2929, grad_norm: 2.6817 2020-07-26 06:27:17,473 - mmaction - INFO - Epoch [88][860/3757] lr: 5.262e-02, eta: 2 days, 12:20:35, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5336, loss_cls: 3.3271, loss: 3.3271, grad_norm: 2.8070 2020-07-26 06:27:28,811 - mmaction - INFO - Epoch [88][880/3757] lr: 5.262e-02, eta: 2 days, 12:20:20, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2953, top5_acc: 0.5453, loss_cls: 3.2631, loss: 3.2631, grad_norm: 2.7189 2020-07-26 06:27:40,338 - mmaction - INFO - Epoch [88][900/3757] lr: 5.262e-02, eta: 2 days, 12:20:06, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5547, loss_cls: 3.2293, loss: 3.2293, grad_norm: 2.7927 2020-07-26 06:27:51,792 - mmaction - INFO - Epoch [88][920/3757] lr: 5.262e-02, eta: 2 days, 12:19:52, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5133, loss_cls: 3.4166, loss: 3.4166, grad_norm: 2.6963 2020-07-26 06:28:03,148 - mmaction - INFO - Epoch [88][940/3757] lr: 5.262e-02, eta: 2 days, 12:19:37, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5078, loss_cls: 3.4800, loss: 3.4800, grad_norm: 2.7452 2020-07-26 06:28:14,551 - mmaction - INFO - Epoch [88][960/3757] lr: 5.262e-02, eta: 2 days, 12:19:23, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5203, loss_cls: 3.2818, loss: 3.2818, grad_norm: 2.5974 2020-07-26 06:28:26,040 - mmaction - INFO - Epoch [88][980/3757] lr: 5.262e-02, eta: 2 days, 12:19:09, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5172, loss_cls: 3.3678, loss: 3.3678, grad_norm: 2.6684 2020-07-26 06:28:37,379 - mmaction - INFO - Epoch [88][1000/3757] lr: 5.262e-02, eta: 2 days, 12:18:54, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5305, loss_cls: 3.3580, loss: 3.3580, grad_norm: 2.7388 2020-07-26 06:28:48,830 - mmaction - INFO - Epoch [88][1020/3757] lr: 5.262e-02, eta: 2 days, 12:18:40, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5336, loss_cls: 3.3434, loss: 3.3434, grad_norm: 2.7517 2020-07-26 06:29:00,239 - mmaction - INFO - Epoch [88][1040/3757] lr: 5.262e-02, eta: 2 days, 12:18:26, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5211, loss_cls: 3.3537, loss: 3.3537, grad_norm: 2.8040 2020-07-26 06:29:12,028 - mmaction - INFO - Epoch [88][1060/3757] lr: 5.262e-02, eta: 2 days, 12:18:12, time: 0.590, data_time: 0.026, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5266, loss_cls: 3.3245, loss: 3.3245, grad_norm: 2.6350 2020-07-26 06:29:23,340 - mmaction - INFO - Epoch [88][1080/3757] lr: 5.262e-02, eta: 2 days, 12:17:57, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5227, loss_cls: 3.3809, loss: 3.3809, grad_norm: 2.7144 2020-07-26 06:29:34,831 - mmaction - INFO - Epoch [88][1100/3757] lr: 5.262e-02, eta: 2 days, 12:17:43, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5398, loss_cls: 3.3194, loss: 3.3194, grad_norm: 2.7199 2020-07-26 06:29:46,374 - mmaction - INFO - Epoch [88][1120/3757] lr: 5.262e-02, eta: 2 days, 12:17:29, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5391, loss_cls: 3.2829, loss: 3.2829, grad_norm: 2.7436 2020-07-26 06:29:57,683 - mmaction - INFO - Epoch [88][1140/3757] lr: 5.262e-02, eta: 2 days, 12:17:15, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5180, loss_cls: 3.4162, loss: 3.4162, grad_norm: 2.7461 2020-07-26 06:30:08,959 - mmaction - INFO - Epoch [88][1160/3757] lr: 5.262e-02, eta: 2 days, 12:17:00, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5195, loss_cls: 3.3949, loss: 3.3949, grad_norm: 2.7559 2020-07-26 06:30:20,311 - mmaction - INFO - Epoch [88][1180/3757] lr: 5.262e-02, eta: 2 days, 12:16:46, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5305, loss_cls: 3.3693, loss: 3.3693, grad_norm: 2.6743 2020-07-26 06:30:32,049 - mmaction - INFO - Epoch [88][1200/3757] lr: 5.262e-02, eta: 2 days, 12:16:32, time: 0.587, data_time: 0.021, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5227, loss_cls: 3.3822, loss: 3.3822, grad_norm: 2.7255 2020-07-26 06:30:43,479 - mmaction - INFO - Epoch [88][1220/3757] lr: 5.262e-02, eta: 2 days, 12:16:18, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5281, loss_cls: 3.3374, loss: 3.3374, grad_norm: 2.7013 2020-07-26 06:30:54,824 - mmaction - INFO - Epoch [88][1240/3757] lr: 5.262e-02, eta: 2 days, 12:16:03, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5172, loss_cls: 3.3912, loss: 3.3912, grad_norm: 2.7402 2020-07-26 06:31:06,223 - mmaction - INFO - Epoch [88][1260/3757] lr: 5.262e-02, eta: 2 days, 12:15:49, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5242, loss_cls: 3.3314, loss: 3.3314, grad_norm: 2.7272 2020-07-26 06:31:17,593 - mmaction - INFO - Epoch [88][1280/3757] lr: 5.262e-02, eta: 2 days, 12:15:34, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5188, loss_cls: 3.3836, loss: 3.3836, grad_norm: 2.7798 2020-07-26 06:31:28,947 - mmaction - INFO - Epoch [88][1300/3757] lr: 5.262e-02, eta: 2 days, 12:15:20, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5320, loss_cls: 3.3095, loss: 3.3095, grad_norm: 2.6895 2020-07-26 06:31:40,376 - mmaction - INFO - Epoch [88][1320/3757] lr: 5.262e-02, eta: 2 days, 12:15:06, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5430, loss_cls: 3.3275, loss: 3.3275, grad_norm: 2.7561 2020-07-26 06:31:51,675 - mmaction - INFO - Epoch [88][1340/3757] lr: 5.262e-02, eta: 2 days, 12:14:51, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5273, loss_cls: 3.3234, loss: 3.3234, grad_norm: 2.6254 2020-07-26 06:32:03,140 - mmaction - INFO - Epoch [88][1360/3757] lr: 5.262e-02, eta: 2 days, 12:14:37, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5430, loss_cls: 3.2813, loss: 3.2813, grad_norm: 2.6599 2020-07-26 06:32:14,577 - mmaction - INFO - Epoch [88][1380/3757] lr: 5.262e-02, eta: 2 days, 12:14:23, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5437, loss_cls: 3.2639, loss: 3.2639, grad_norm: 2.7400 2020-07-26 06:32:26,015 - mmaction - INFO - Epoch [88][1400/3757] lr: 5.262e-02, eta: 2 days, 12:14:08, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5328, loss_cls: 3.2755, loss: 3.2755, grad_norm: 2.7771 2020-07-26 06:32:37,373 - mmaction - INFO - Epoch [88][1420/3757] lr: 5.262e-02, eta: 2 days, 12:13:54, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.4914, loss_cls: 3.4378, loss: 3.4378, grad_norm: 2.7796 2020-07-26 06:32:48,810 - mmaction - INFO - Epoch [88][1440/3757] lr: 5.262e-02, eta: 2 days, 12:13:40, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5414, loss_cls: 3.2983, loss: 3.2983, grad_norm: 2.6345 2020-07-26 06:33:00,169 - mmaction - INFO - Epoch [88][1460/3757] lr: 5.262e-02, eta: 2 days, 12:13:25, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5039, loss_cls: 3.3941, loss: 3.3941, grad_norm: 2.7296 2020-07-26 06:33:11,582 - mmaction - INFO - Epoch [88][1480/3757] lr: 5.262e-02, eta: 2 days, 12:13:11, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5352, loss_cls: 3.3530, loss: 3.3530, grad_norm: 2.7400 2020-07-26 06:33:23,004 - mmaction - INFO - Epoch [88][1500/3757] lr: 5.262e-02, eta: 2 days, 12:12:57, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5102, loss_cls: 3.3349, loss: 3.3349, grad_norm: 2.6903 2020-07-26 06:33:34,409 - mmaction - INFO - Epoch [88][1520/3757] lr: 5.262e-02, eta: 2 days, 12:12:42, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5391, loss_cls: 3.3000, loss: 3.3000, grad_norm: 2.6931 2020-07-26 06:33:45,831 - mmaction - INFO - Epoch [88][1540/3757] lr: 5.262e-02, eta: 2 days, 12:12:28, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5375, loss_cls: 3.2627, loss: 3.2627, grad_norm: 2.7420 2020-07-26 06:33:57,154 - mmaction - INFO - Epoch [88][1560/3757] lr: 5.262e-02, eta: 2 days, 12:12:14, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5234, loss_cls: 3.3343, loss: 3.3343, grad_norm: 2.7567 2020-07-26 06:34:08,528 - mmaction - INFO - Epoch [88][1580/3757] lr: 5.262e-02, eta: 2 days, 12:11:59, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5289, loss_cls: 3.3605, loss: 3.3605, grad_norm: 2.7157 2020-07-26 06:34:19,822 - mmaction - INFO - Epoch [88][1600/3757] lr: 5.262e-02, eta: 2 days, 12:11:45, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.4984, loss_cls: 3.4452, loss: 3.4452, grad_norm: 2.7673 2020-07-26 06:34:31,199 - mmaction - INFO - Epoch [88][1620/3757] lr: 5.262e-02, eta: 2 days, 12:11:30, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5195, loss_cls: 3.3911, loss: 3.3911, grad_norm: 2.6776 2020-07-26 06:34:42,671 - mmaction - INFO - Epoch [88][1640/3757] lr: 5.262e-02, eta: 2 days, 12:11:16, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5367, loss_cls: 3.3848, loss: 3.3848, grad_norm: 2.8085 2020-07-26 06:34:54,032 - mmaction - INFO - Epoch [88][1660/3757] lr: 5.262e-02, eta: 2 days, 12:11:02, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5437, loss_cls: 3.2517, loss: 3.2517, grad_norm: 2.7916 2020-07-26 06:35:05,457 - mmaction - INFO - Epoch [88][1680/3757] lr: 5.262e-02, eta: 2 days, 12:10:47, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5141, loss_cls: 3.4435, loss: 3.4435, grad_norm: 2.7461 2020-07-26 06:35:16,917 - mmaction - INFO - Epoch [88][1700/3757] lr: 5.262e-02, eta: 2 days, 12:10:33, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2484, top5_acc: 0.4961, loss_cls: 3.5166, loss: 3.5166, grad_norm: 2.7683 2020-07-26 06:35:28,270 - mmaction - INFO - Epoch [88][1720/3757] lr: 5.262e-02, eta: 2 days, 12:10:19, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2469, top5_acc: 0.4930, loss_cls: 3.5249, loss: 3.5249, grad_norm: 2.7938 2020-07-26 06:35:39,527 - mmaction - INFO - Epoch [88][1740/3757] lr: 5.262e-02, eta: 2 days, 12:10:04, time: 0.563, data_time: 0.002, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5414, loss_cls: 3.2998, loss: 3.2998, grad_norm: 2.6503 2020-07-26 06:35:50,911 - mmaction - INFO - Epoch [88][1760/3757] lr: 5.262e-02, eta: 2 days, 12:09:50, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5258, loss_cls: 3.3744, loss: 3.3744, grad_norm: 2.7106 2020-07-26 06:36:02,345 - mmaction - INFO - Epoch [88][1780/3757] lr: 5.262e-02, eta: 2 days, 12:09:36, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5344, loss_cls: 3.3381, loss: 3.3381, grad_norm: 2.7660 2020-07-26 06:36:13,829 - mmaction - INFO - Epoch [88][1800/3757] lr: 5.262e-02, eta: 2 days, 12:09:21, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5391, loss_cls: 3.2811, loss: 3.2811, grad_norm: 2.6915 2020-07-26 06:36:25,249 - mmaction - INFO - Epoch [88][1820/3757] lr: 5.262e-02, eta: 2 days, 12:09:07, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5031, loss_cls: 3.4189, loss: 3.4189, grad_norm: 2.8007 2020-07-26 06:36:36,649 - mmaction - INFO - Epoch [88][1840/3757] lr: 5.262e-02, eta: 2 days, 12:08:53, time: 0.570, data_time: 0.008, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5227, loss_cls: 3.3983, loss: 3.3983, grad_norm: 2.6649 2020-07-26 06:36:48,141 - mmaction - INFO - Epoch [88][1860/3757] lr: 5.262e-02, eta: 2 days, 12:08:39, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5383, loss_cls: 3.2792, loss: 3.2792, grad_norm: 2.7354 2020-07-26 06:36:59,515 - mmaction - INFO - Epoch [88][1880/3757] lr: 5.262e-02, eta: 2 days, 12:08:24, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5219, loss_cls: 3.3690, loss: 3.3690, grad_norm: 2.8103 2020-07-26 06:37:10,912 - mmaction - INFO - Epoch [88][1900/3757] lr: 5.262e-02, eta: 2 days, 12:08:10, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5375, loss_cls: 3.2872, loss: 3.2872, grad_norm: 2.7471 2020-07-26 06:37:22,333 - mmaction - INFO - Epoch [88][1920/3757] lr: 5.262e-02, eta: 2 days, 12:07:56, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5594, loss_cls: 3.1732, loss: 3.1732, grad_norm: 2.7139 2020-07-26 06:37:33,758 - mmaction - INFO - Epoch [88][1940/3757] lr: 5.262e-02, eta: 2 days, 12:07:41, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5172, loss_cls: 3.3490, loss: 3.3490, grad_norm: 2.8592 2020-07-26 06:37:45,120 - mmaction - INFO - Epoch [88][1960/3757] lr: 5.262e-02, eta: 2 days, 12:07:27, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5523, loss_cls: 3.2610, loss: 3.2610, grad_norm: 2.7569 2020-07-26 06:37:56,643 - mmaction - INFO - Epoch [88][1980/3757] lr: 5.262e-02, eta: 2 days, 12:07:13, time: 0.577, data_time: 0.009, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5445, loss_cls: 3.3124, loss: 3.3124, grad_norm: 2.8033 2020-07-26 06:38:08,094 - mmaction - INFO - Epoch [88][2000/3757] lr: 5.262e-02, eta: 2 days, 12:06:59, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5312, loss_cls: 3.3159, loss: 3.3159, grad_norm: 2.7472 2020-07-26 06:38:19,509 - mmaction - INFO - Epoch [88][2020/3757] lr: 5.262e-02, eta: 2 days, 12:06:44, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5242, loss_cls: 3.4225, loss: 3.4225, grad_norm: 2.8031 2020-07-26 06:38:30,840 - mmaction - INFO - Epoch [88][2040/3757] lr: 5.262e-02, eta: 2 days, 12:06:30, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5188, loss_cls: 3.3289, loss: 3.3289, grad_norm: 2.6210 2020-07-26 06:38:42,284 - mmaction - INFO - Epoch [88][2060/3757] lr: 5.262e-02, eta: 2 days, 12:06:16, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5000, loss_cls: 3.4462, loss: 3.4462, grad_norm: 2.7761 2020-07-26 06:38:53,817 - mmaction - INFO - Epoch [88][2080/3757] lr: 5.262e-02, eta: 2 days, 12:06:02, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5344, loss_cls: 3.3842, loss: 3.3842, grad_norm: 2.7686 2020-07-26 06:39:05,361 - mmaction - INFO - Epoch [88][2100/3757] lr: 5.262e-02, eta: 2 days, 12:05:47, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5336, loss_cls: 3.3319, loss: 3.3319, grad_norm: 2.7367 2020-07-26 06:39:16,917 - mmaction - INFO - Epoch [88][2120/3757] lr: 5.262e-02, eta: 2 days, 12:05:33, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5406, loss_cls: 3.3439, loss: 3.3439, grad_norm: 2.7549 2020-07-26 06:39:28,377 - mmaction - INFO - Epoch [88][2140/3757] lr: 5.262e-02, eta: 2 days, 12:05:19, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5117, loss_cls: 3.3892, loss: 3.3892, grad_norm: 2.6913 2020-07-26 06:39:39,802 - mmaction - INFO - Epoch [88][2160/3757] lr: 5.262e-02, eta: 2 days, 12:05:05, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5492, loss_cls: 3.2047, loss: 3.2047, grad_norm: 2.6615 2020-07-26 06:39:51,214 - mmaction - INFO - Epoch [88][2180/3757] lr: 5.262e-02, eta: 2 days, 12:04:51, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2414, top5_acc: 0.4898, loss_cls: 3.5642, loss: 3.5642, grad_norm: 2.7827 2020-07-26 06:40:02,596 - mmaction - INFO - Epoch [88][2200/3757] lr: 5.262e-02, eta: 2 days, 12:04:36, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5180, loss_cls: 3.3933, loss: 3.3933, grad_norm: 2.6238 2020-07-26 06:40:13,979 - mmaction - INFO - Epoch [88][2220/3757] lr: 5.262e-02, eta: 2 days, 12:04:22, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.2578, top5_acc: 0.4992, loss_cls: 3.4323, loss: 3.4323, grad_norm: 2.7622 2020-07-26 06:40:25,539 - mmaction - INFO - Epoch [88][2240/3757] lr: 5.262e-02, eta: 2 days, 12:04:08, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5367, loss_cls: 3.3443, loss: 3.3443, grad_norm: 2.6758 2020-07-26 06:40:36,947 - mmaction - INFO - Epoch [88][2260/3757] lr: 5.262e-02, eta: 2 days, 12:03:54, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5266, loss_cls: 3.3631, loss: 3.3631, grad_norm: 2.7188 2020-07-26 06:40:48,322 - mmaction - INFO - Epoch [88][2280/3757] lr: 5.262e-02, eta: 2 days, 12:03:39, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5055, loss_cls: 3.4108, loss: 3.4108, grad_norm: 2.7631 2020-07-26 06:40:59,728 - mmaction - INFO - Epoch [88][2300/3757] lr: 5.262e-02, eta: 2 days, 12:03:25, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5164, loss_cls: 3.3979, loss: 3.3979, grad_norm: 2.6516 2020-07-26 06:41:11,130 - mmaction - INFO - Epoch [88][2320/3757] lr: 5.262e-02, eta: 2 days, 12:03:11, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5414, loss_cls: 3.3110, loss: 3.3110, grad_norm: 2.7074 2020-07-26 06:41:22,543 - mmaction - INFO - Epoch [88][2340/3757] lr: 5.262e-02, eta: 2 days, 12:02:56, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5437, loss_cls: 3.2339, loss: 3.2339, grad_norm: 2.6864 2020-07-26 06:41:33,989 - mmaction - INFO - Epoch [88][2360/3757] lr: 5.262e-02, eta: 2 days, 12:02:42, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2953, top5_acc: 0.5406, loss_cls: 3.2995, loss: 3.2995, grad_norm: 2.8107 2020-07-26 06:41:45,436 - mmaction - INFO - Epoch [88][2380/3757] lr: 5.262e-02, eta: 2 days, 12:02:28, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5156, loss_cls: 3.4153, loss: 3.4153, grad_norm: 2.7340 2020-07-26 06:41:56,956 - mmaction - INFO - Epoch [88][2400/3757] lr: 5.262e-02, eta: 2 days, 12:02:14, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5633, loss_cls: 3.2402, loss: 3.2402, grad_norm: 2.5887 2020-07-26 06:42:08,493 - mmaction - INFO - Epoch [88][2420/3757] lr: 5.262e-02, eta: 2 days, 12:02:00, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5383, loss_cls: 3.3100, loss: 3.3100, grad_norm: 2.6315 2020-07-26 06:42:19,926 - mmaction - INFO - Epoch [88][2440/3757] lr: 5.262e-02, eta: 2 days, 12:01:45, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5109, loss_cls: 3.3416, loss: 3.3416, grad_norm: 2.7600 2020-07-26 06:42:31,417 - mmaction - INFO - Epoch [88][2460/3757] lr: 5.262e-02, eta: 2 days, 12:01:31, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5367, loss_cls: 3.3298, loss: 3.3298, grad_norm: 2.7463 2020-07-26 06:42:42,848 - mmaction - INFO - Epoch [88][2480/3757] lr: 5.262e-02, eta: 2 days, 12:01:17, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5344, loss_cls: 3.3315, loss: 3.3315, grad_norm: 2.7290 2020-07-26 06:42:54,171 - mmaction - INFO - Epoch [88][2500/3757] lr: 5.262e-02, eta: 2 days, 12:01:03, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5102, loss_cls: 3.3924, loss: 3.3924, grad_norm: 2.7781 2020-07-26 06:43:05,580 - mmaction - INFO - Epoch [88][2520/3757] lr: 5.262e-02, eta: 2 days, 12:00:48, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5281, loss_cls: 3.4094, loss: 3.4094, grad_norm: 2.7874 2020-07-26 06:43:17,035 - mmaction - INFO - Epoch [88][2540/3757] lr: 5.262e-02, eta: 2 days, 12:00:34, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5219, loss_cls: 3.3814, loss: 3.3814, grad_norm: 2.7367 2020-07-26 06:43:28,360 - mmaction - INFO - Epoch [88][2560/3757] lr: 5.262e-02, eta: 2 days, 12:00:20, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5406, loss_cls: 3.2973, loss: 3.2973, grad_norm: 2.7309 2020-07-26 06:43:39,813 - mmaction - INFO - Epoch [88][2580/3757] lr: 5.262e-02, eta: 2 days, 12:00:05, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5289, loss_cls: 3.2905, loss: 3.2905, grad_norm: 2.7611 2020-07-26 06:43:51,195 - mmaction - INFO - Epoch [88][2600/3757] lr: 5.262e-02, eta: 2 days, 11:59:51, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5234, loss_cls: 3.3493, loss: 3.3493, grad_norm: 2.7265 2020-07-26 06:44:02,582 - mmaction - INFO - Epoch [88][2620/3757] lr: 5.262e-02, eta: 2 days, 11:59:37, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5234, loss_cls: 3.3493, loss: 3.3493, grad_norm: 2.6982 2020-07-26 06:44:14,010 - mmaction - INFO - Epoch [88][2640/3757] lr: 5.262e-02, eta: 2 days, 11:59:22, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5453, loss_cls: 3.2582, loss: 3.2582, grad_norm: 2.6780 2020-07-26 06:44:25,520 - mmaction - INFO - Epoch [88][2660/3757] lr: 5.262e-02, eta: 2 days, 11:59:08, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5180, loss_cls: 3.2762, loss: 3.2762, grad_norm: 2.7085 2020-07-26 06:44:37,123 - mmaction - INFO - Epoch [88][2680/3757] lr: 5.262e-02, eta: 2 days, 11:58:54, time: 0.580, data_time: 0.014, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5312, loss_cls: 3.3098, loss: 3.3098, grad_norm: 2.6578 2020-07-26 06:44:48,555 - mmaction - INFO - Epoch [88][2700/3757] lr: 5.262e-02, eta: 2 days, 11:58:40, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5156, loss_cls: 3.4225, loss: 3.4225, grad_norm: 2.6379 2020-07-26 06:44:59,939 - mmaction - INFO - Epoch [88][2720/3757] lr: 5.262e-02, eta: 2 days, 11:58:26, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5445, loss_cls: 3.2889, loss: 3.2889, grad_norm: 2.6381 2020-07-26 06:45:11,342 - mmaction - INFO - Epoch [88][2740/3757] lr: 5.262e-02, eta: 2 days, 11:58:12, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5367, loss_cls: 3.3128, loss: 3.3128, grad_norm: 2.6945 2020-07-26 06:45:22,821 - mmaction - INFO - Epoch [88][2760/3757] lr: 5.262e-02, eta: 2 days, 11:57:57, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5188, loss_cls: 3.3788, loss: 3.3788, grad_norm: 2.7403 2020-07-26 06:45:34,130 - mmaction - INFO - Epoch [88][2780/3757] lr: 5.262e-02, eta: 2 days, 11:57:43, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5023, loss_cls: 3.4701, loss: 3.4701, grad_norm: 2.7311 2020-07-26 06:45:45,511 - mmaction - INFO - Epoch [88][2800/3757] lr: 5.262e-02, eta: 2 days, 11:57:29, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5555, loss_cls: 3.2571, loss: 3.2571, grad_norm: 2.7638 2020-07-26 06:45:56,996 - mmaction - INFO - Epoch [88][2820/3757] lr: 5.262e-02, eta: 2 days, 11:57:14, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.5086, loss_cls: 3.4500, loss: 3.4500, grad_norm: 2.8007 2020-07-26 06:46:08,370 - mmaction - INFO - Epoch [88][2840/3757] lr: 5.262e-02, eta: 2 days, 11:57:00, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5141, loss_cls: 3.3951, loss: 3.3951, grad_norm: 2.7102 2020-07-26 06:46:19,774 - mmaction - INFO - Epoch [88][2860/3757] lr: 5.262e-02, eta: 2 days, 11:56:46, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5094, loss_cls: 3.4364, loss: 3.4364, grad_norm: 2.7726 2020-07-26 06:46:31,177 - mmaction - INFO - Epoch [88][2880/3757] lr: 5.262e-02, eta: 2 days, 11:56:31, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5297, loss_cls: 3.3384, loss: 3.3384, grad_norm: 2.6841 2020-07-26 06:46:42,577 - mmaction - INFO - Epoch [88][2900/3757] lr: 5.262e-02, eta: 2 days, 11:56:17, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2578, top5_acc: 0.5047, loss_cls: 3.4608, loss: 3.4608, grad_norm: 2.7244 2020-07-26 06:46:54,009 - mmaction - INFO - Epoch [88][2920/3757] lr: 5.262e-02, eta: 2 days, 11:56:03, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5375, loss_cls: 3.2787, loss: 3.2787, grad_norm: 2.6317 2020-07-26 06:47:05,467 - mmaction - INFO - Epoch [88][2940/3757] lr: 5.262e-02, eta: 2 days, 11:55:49, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5281, loss_cls: 3.3988, loss: 3.3988, grad_norm: 2.7981 2020-07-26 06:47:17,285 - mmaction - INFO - Epoch [88][2960/3757] lr: 5.262e-02, eta: 2 days, 11:55:35, time: 0.591, data_time: 0.029, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5117, loss_cls: 3.4241, loss: 3.4241, grad_norm: 2.7204 2020-07-26 06:47:28,651 - mmaction - INFO - Epoch [88][2980/3757] lr: 5.262e-02, eta: 2 days, 11:55:21, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5367, loss_cls: 3.2955, loss: 3.2955, grad_norm: 2.7241 2020-07-26 06:47:40,010 - mmaction - INFO - Epoch [88][3000/3757] lr: 5.262e-02, eta: 2 days, 11:55:06, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5117, loss_cls: 3.3613, loss: 3.3613, grad_norm: 2.6660 2020-07-26 06:47:51,417 - mmaction - INFO - Epoch [88][3020/3757] lr: 5.262e-02, eta: 2 days, 11:54:52, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5117, loss_cls: 3.4769, loss: 3.4769, grad_norm: 2.7751 2020-07-26 06:48:02,806 - mmaction - INFO - Epoch [88][3040/3757] lr: 5.262e-02, eta: 2 days, 11:54:38, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5234, loss_cls: 3.3668, loss: 3.3668, grad_norm: 2.7077 2020-07-26 06:48:14,233 - mmaction - INFO - Epoch [88][3060/3757] lr: 5.262e-02, eta: 2 days, 11:54:24, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5437, loss_cls: 3.3407, loss: 3.3407, grad_norm: 2.7238 2020-07-26 06:48:25,611 - mmaction - INFO - Epoch [88][3080/3757] lr: 5.262e-02, eta: 2 days, 11:54:09, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2461, top5_acc: 0.5102, loss_cls: 3.4385, loss: 3.4385, grad_norm: 2.7248 2020-07-26 06:48:37,241 - mmaction - INFO - Epoch [88][3100/3757] lr: 5.262e-02, eta: 2 days, 11:53:55, time: 0.582, data_time: 0.017, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5336, loss_cls: 3.3084, loss: 3.3084, grad_norm: 2.6853 2020-07-26 06:48:48,648 - mmaction - INFO - Epoch [88][3120/3757] lr: 5.262e-02, eta: 2 days, 11:53:41, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.3203, top5_acc: 0.5453, loss_cls: 3.2885, loss: 3.2885, grad_norm: 2.7302 2020-07-26 06:49:00,091 - mmaction - INFO - Epoch [88][3140/3757] lr: 5.262e-02, eta: 2 days, 11:53:27, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5383, loss_cls: 3.2956, loss: 3.2956, grad_norm: 2.7292 2020-07-26 06:49:11,540 - mmaction - INFO - Epoch [88][3160/3757] lr: 5.262e-02, eta: 2 days, 11:53:13, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5273, loss_cls: 3.3763, loss: 3.3763, grad_norm: 2.7795 2020-07-26 06:49:23,008 - mmaction - INFO - Epoch [88][3180/3757] lr: 5.262e-02, eta: 2 days, 11:52:58, time: 0.573, data_time: 0.006, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5289, loss_cls: 3.3645, loss: 3.3645, grad_norm: 2.7621 2020-07-26 06:49:34,409 - mmaction - INFO - Epoch [88][3200/3757] lr: 5.262e-02, eta: 2 days, 11:52:44, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5148, loss_cls: 3.3801, loss: 3.3801, grad_norm: 2.6901 2020-07-26 06:49:45,928 - mmaction - INFO - Epoch [88][3220/3757] lr: 5.262e-02, eta: 2 days, 11:52:30, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5211, loss_cls: 3.3790, loss: 3.3790, grad_norm: 2.6560 2020-07-26 06:49:57,258 - mmaction - INFO - Epoch [88][3240/3757] lr: 5.262e-02, eta: 2 days, 11:52:16, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5188, loss_cls: 3.4709, loss: 3.4709, grad_norm: 2.7384 2020-07-26 06:50:08,682 - mmaction - INFO - Epoch [88][3260/3757] lr: 5.262e-02, eta: 2 days, 11:52:01, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5344, loss_cls: 3.3289, loss: 3.3289, grad_norm: 2.6351 2020-07-26 06:50:20,094 - mmaction - INFO - Epoch [88][3280/3757] lr: 5.262e-02, eta: 2 days, 11:51:47, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5297, loss_cls: 3.3474, loss: 3.3474, grad_norm: 2.6618 2020-07-26 06:50:31,534 - mmaction - INFO - Epoch [88][3300/3757] lr: 5.262e-02, eta: 2 days, 11:51:33, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5297, loss_cls: 3.3280, loss: 3.3280, grad_norm: 2.6993 2020-07-26 06:50:43,212 - mmaction - INFO - Epoch [88][3320/3757] lr: 5.262e-02, eta: 2 days, 11:51:19, time: 0.585, data_time: 0.021, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5242, loss_cls: 3.3737, loss: 3.3737, grad_norm: 2.7269 2020-07-26 06:50:54,612 - mmaction - INFO - Epoch [88][3340/3757] lr: 5.262e-02, eta: 2 days, 11:51:05, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5297, loss_cls: 3.2643, loss: 3.2643, grad_norm: 2.6446 2020-07-26 06:51:06,040 - mmaction - INFO - Epoch [88][3360/3757] lr: 5.262e-02, eta: 2 days, 11:50:51, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5219, loss_cls: 3.3553, loss: 3.3553, grad_norm: 2.6796 2020-07-26 06:51:17,423 - mmaction - INFO - Epoch [88][3380/3757] lr: 5.262e-02, eta: 2 days, 11:50:36, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5336, loss_cls: 3.3411, loss: 3.3411, grad_norm: 2.7273 2020-07-26 06:51:28,708 - mmaction - INFO - Epoch [88][3400/3757] lr: 5.262e-02, eta: 2 days, 11:50:22, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5422, loss_cls: 3.3722, loss: 3.3722, grad_norm: 2.7504 2020-07-26 06:51:40,133 - mmaction - INFO - Epoch [88][3420/3757] lr: 5.262e-02, eta: 2 days, 11:50:08, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5180, loss_cls: 3.3713, loss: 3.3713, grad_norm: 2.7451 2020-07-26 06:51:51,523 - mmaction - INFO - Epoch [88][3440/3757] lr: 5.262e-02, eta: 2 days, 11:49:53, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5555, loss_cls: 3.2787, loss: 3.2787, grad_norm: 2.6767 2020-07-26 06:52:02,822 - mmaction - INFO - Epoch [88][3460/3757] lr: 5.262e-02, eta: 2 days, 11:49:39, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5078, loss_cls: 3.4400, loss: 3.4400, grad_norm: 2.7511 2020-07-26 06:52:14,305 - mmaction - INFO - Epoch [88][3480/3757] lr: 5.262e-02, eta: 2 days, 11:49:25, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5086, loss_cls: 3.4361, loss: 3.4361, grad_norm: 2.7529 2020-07-26 06:52:25,750 - mmaction - INFO - Epoch [88][3500/3757] lr: 5.262e-02, eta: 2 days, 11:49:11, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5469, loss_cls: 3.3004, loss: 3.3004, grad_norm: 2.7365 2020-07-26 06:52:37,117 - mmaction - INFO - Epoch [88][3520/3757] lr: 5.262e-02, eta: 2 days, 11:48:56, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5125, loss_cls: 3.3838, loss: 3.3838, grad_norm: 2.7022 2020-07-26 06:52:48,581 - mmaction - INFO - Epoch [88][3540/3757] lr: 5.262e-02, eta: 2 days, 11:48:42, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2641, top5_acc: 0.5055, loss_cls: 3.4634, loss: 3.4634, grad_norm: 2.7127 2020-07-26 06:52:59,906 - mmaction - INFO - Epoch [88][3560/3757] lr: 5.262e-02, eta: 2 days, 11:48:28, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5516, loss_cls: 3.3288, loss: 3.3288, grad_norm: 2.7954 2020-07-26 06:53:11,316 - mmaction - INFO - Epoch [88][3580/3757] lr: 5.262e-02, eta: 2 days, 11:48:13, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5180, loss_cls: 3.3376, loss: 3.3376, grad_norm: 2.6530 2020-07-26 06:53:22,798 - mmaction - INFO - Epoch [88][3600/3757] lr: 5.262e-02, eta: 2 days, 11:47:59, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5297, loss_cls: 3.4267, loss: 3.4267, grad_norm: 2.7243 2020-07-26 06:53:34,163 - mmaction - INFO - Epoch [88][3620/3757] lr: 5.262e-02, eta: 2 days, 11:47:45, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5070, loss_cls: 3.3702, loss: 3.3702, grad_norm: 2.7365 2020-07-26 06:53:45,619 - mmaction - INFO - Epoch [88][3640/3757] lr: 5.262e-02, eta: 2 days, 11:47:31, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.4938, loss_cls: 3.4689, loss: 3.4689, grad_norm: 2.6990 2020-07-26 06:53:56,946 - mmaction - INFO - Epoch [88][3660/3757] lr: 5.262e-02, eta: 2 days, 11:47:16, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5023, loss_cls: 3.4133, loss: 3.4133, grad_norm: 2.6731 2020-07-26 06:54:08,266 - mmaction - INFO - Epoch [88][3680/3757] lr: 5.262e-02, eta: 2 days, 11:47:02, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5211, loss_cls: 3.4124, loss: 3.4124, grad_norm: 2.7357 2020-07-26 06:54:19,653 - mmaction - INFO - Epoch [88][3700/3757] lr: 5.262e-02, eta: 2 days, 11:46:48, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5141, loss_cls: 3.4095, loss: 3.4095, grad_norm: 2.7128 2020-07-26 06:54:31,116 - mmaction - INFO - Epoch [88][3720/3757] lr: 5.262e-02, eta: 2 days, 11:46:33, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5461, loss_cls: 3.2733, loss: 3.2733, grad_norm: 2.7292 2020-07-26 06:54:42,467 - mmaction - INFO - Epoch [88][3740/3757] lr: 5.262e-02, eta: 2 days, 11:46:19, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5367, loss_cls: 3.3297, loss: 3.3297, grad_norm: 2.7629 2020-07-26 06:57:58,765 - mmaction - INFO - Epoch [89][20/3757] lr: 5.174e-02, eta: 2 days, 11:50:29, time: 9.009, data_time: 8.314, memory: 5232, top1_acc: 0.2625, top5_acc: 0.5383, loss_cls: 3.3165, loss: 3.3165, grad_norm: 2.7247 2020-07-26 06:58:10,109 - mmaction - INFO - Epoch [89][40/3757] lr: 5.174e-02, eta: 2 days, 11:50:14, time: 0.567, data_time: 0.004, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5305, loss_cls: 3.3817, loss: 3.3817, grad_norm: 2.7346 2020-07-26 06:58:22,004 - mmaction - INFO - Epoch [89][60/3757] lr: 5.174e-02, eta: 2 days, 11:50:01, time: 0.594, data_time: 0.027, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5406, loss_cls: 3.2763, loss: 3.2763, grad_norm: 2.6601 2020-07-26 06:58:33,314 - mmaction - INFO - Epoch [89][80/3757] lr: 5.174e-02, eta: 2 days, 11:49:46, time: 0.566, data_time: 0.004, memory: 5232, top1_acc: 0.2953, top5_acc: 0.5492, loss_cls: 3.2888, loss: 3.2888, grad_norm: 2.7258 2020-07-26 06:58:44,674 - mmaction - INFO - Epoch [89][100/3757] lr: 5.174e-02, eta: 2 days, 11:49:32, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5047, loss_cls: 3.4306, loss: 3.4306, grad_norm: 2.7131 2020-07-26 06:58:56,007 - mmaction - INFO - Epoch [89][120/3757] lr: 5.174e-02, eta: 2 days, 11:49:18, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5102, loss_cls: 3.3956, loss: 3.3956, grad_norm: 2.7370 2020-07-26 06:59:07,404 - mmaction - INFO - Epoch [89][140/3757] lr: 5.174e-02, eta: 2 days, 11:49:03, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5164, loss_cls: 3.4320, loss: 3.4320, grad_norm: 2.7866 2020-07-26 06:59:18,708 - mmaction - INFO - Epoch [89][160/3757] lr: 5.174e-02, eta: 2 days, 11:48:49, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5398, loss_cls: 3.3102, loss: 3.3102, grad_norm: 2.6997 2020-07-26 06:59:29,964 - mmaction - INFO - Epoch [89][180/3757] lr: 5.174e-02, eta: 2 days, 11:48:34, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5266, loss_cls: 3.3566, loss: 3.3566, grad_norm: 2.7737 2020-07-26 06:59:41,284 - mmaction - INFO - Epoch [89][200/3757] lr: 5.174e-02, eta: 2 days, 11:48:20, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5477, loss_cls: 3.2812, loss: 3.2812, grad_norm: 2.7821 2020-07-26 06:59:52,654 - mmaction - INFO - Epoch [89][220/3757] lr: 5.174e-02, eta: 2 days, 11:48:05, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5289, loss_cls: 3.3028, loss: 3.3028, grad_norm: 2.7015 2020-07-26 07:00:09,834 - mmaction - INFO - Epoch [89][240/3757] lr: 5.174e-02, eta: 2 days, 11:48:01, time: 0.853, data_time: 0.004, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5164, loss_cls: 3.3349, loss: 3.3349, grad_norm: 2.7079 2020-07-26 07:00:21,248 - mmaction - INFO - Epoch [89][260/3757] lr: 5.174e-02, eta: 2 days, 11:47:47, time: 0.577, data_time: 0.010, memory: 5232, top1_acc: 0.3133, top5_acc: 0.5563, loss_cls: 3.2066, loss: 3.2066, grad_norm: 2.7150 2020-07-26 07:00:32,765 - mmaction - INFO - Epoch [89][280/3757] lr: 5.174e-02, eta: 2 days, 11:47:33, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5500, loss_cls: 3.2215, loss: 3.2215, grad_norm: 2.7905 2020-07-26 07:00:44,163 - mmaction - INFO - Epoch [89][300/3757] lr: 5.174e-02, eta: 2 days, 11:47:18, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5148, loss_cls: 3.2819, loss: 3.2819, grad_norm: 2.7339 2020-07-26 07:00:55,543 - mmaction - INFO - Epoch [89][320/3757] lr: 5.174e-02, eta: 2 days, 11:47:04, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5102, loss_cls: 3.4057, loss: 3.4057, grad_norm: 2.7646 2020-07-26 07:01:06,912 - mmaction - INFO - Epoch [89][340/3757] lr: 5.174e-02, eta: 2 days, 11:46:50, time: 0.569, data_time: 0.005, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5281, loss_cls: 3.2926, loss: 3.2926, grad_norm: 2.6623 2020-07-26 07:01:18,286 - mmaction - INFO - Epoch [89][360/3757] lr: 5.174e-02, eta: 2 days, 11:46:35, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5578, loss_cls: 3.2657, loss: 3.2657, grad_norm: 2.7447 2020-07-26 07:01:29,600 - mmaction - INFO - Epoch [89][380/3757] lr: 5.174e-02, eta: 2 days, 11:46:21, time: 0.566, data_time: 0.004, memory: 5232, top1_acc: 0.2953, top5_acc: 0.5375, loss_cls: 3.3439, loss: 3.3439, grad_norm: 2.8195 2020-07-26 07:01:40,925 - mmaction - INFO - Epoch [89][400/3757] lr: 5.174e-02, eta: 2 days, 11:46:06, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5453, loss_cls: 3.2550, loss: 3.2550, grad_norm: 2.7655 2020-07-26 07:01:52,279 - mmaction - INFO - Epoch [89][420/3757] lr: 5.174e-02, eta: 2 days, 11:45:52, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5211, loss_cls: 3.3763, loss: 3.3763, grad_norm: 2.8486 2020-07-26 07:02:03,650 - mmaction - INFO - Epoch [89][440/3757] lr: 5.174e-02, eta: 2 days, 11:45:38, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5281, loss_cls: 3.2939, loss: 3.2939, grad_norm: 2.7708 2020-07-26 07:02:15,150 - mmaction - INFO - Epoch [89][460/3757] lr: 5.174e-02, eta: 2 days, 11:45:24, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5328, loss_cls: 3.3443, loss: 3.3443, grad_norm: 2.7803 2020-07-26 07:02:26,381 - mmaction - INFO - Epoch [89][480/3757] lr: 5.174e-02, eta: 2 days, 11:45:09, time: 0.562, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5430, loss_cls: 3.2678, loss: 3.2678, grad_norm: 2.7536 2020-07-26 07:02:37,680 - mmaction - INFO - Epoch [89][500/3757] lr: 5.174e-02, eta: 2 days, 11:44:55, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5391, loss_cls: 3.2632, loss: 3.2632, grad_norm: 2.8109 2020-07-26 07:02:49,119 - mmaction - INFO - Epoch [89][520/3757] lr: 5.174e-02, eta: 2 days, 11:44:40, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5508, loss_cls: 3.2685, loss: 3.2685, grad_norm: 2.8897 2020-07-26 07:03:00,494 - mmaction - INFO - Epoch [89][540/3757] lr: 5.174e-02, eta: 2 days, 11:44:26, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5461, loss_cls: 3.2756, loss: 3.2756, grad_norm: 2.8130 2020-07-26 07:03:11,873 - mmaction - INFO - Epoch [89][560/3757] lr: 5.174e-02, eta: 2 days, 11:44:12, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5180, loss_cls: 3.4042, loss: 3.4042, grad_norm: 2.7373 2020-07-26 07:03:23,265 - mmaction - INFO - Epoch [89][580/3757] lr: 5.174e-02, eta: 2 days, 11:43:57, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5305, loss_cls: 3.3495, loss: 3.3495, grad_norm: 2.8251 2020-07-26 07:03:34,687 - mmaction - INFO - Epoch [89][600/3757] lr: 5.174e-02, eta: 2 days, 11:43:43, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5555, loss_cls: 3.2453, loss: 3.2453, grad_norm: 2.7548 2020-07-26 07:03:46,044 - mmaction - INFO - Epoch [89][620/3757] lr: 5.174e-02, eta: 2 days, 11:43:29, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5289, loss_cls: 3.4110, loss: 3.4110, grad_norm: 2.7352 2020-07-26 07:03:57,374 - mmaction - INFO - Epoch [89][640/3757] lr: 5.174e-02, eta: 2 days, 11:43:14, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5312, loss_cls: 3.2798, loss: 3.2798, grad_norm: 2.7543 2020-07-26 07:04:08,717 - mmaction - INFO - Epoch [89][660/3757] lr: 5.174e-02, eta: 2 days, 11:43:00, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5250, loss_cls: 3.3800, loss: 3.3800, grad_norm: 2.7626 2020-07-26 07:04:20,082 - mmaction - INFO - Epoch [89][680/3757] lr: 5.174e-02, eta: 2 days, 11:42:45, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5062, loss_cls: 3.4412, loss: 3.4412, grad_norm: 2.7725 2020-07-26 07:04:31,606 - mmaction - INFO - Epoch [89][700/3757] lr: 5.174e-02, eta: 2 days, 11:42:31, time: 0.576, data_time: 0.015, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5383, loss_cls: 3.3392, loss: 3.3392, grad_norm: 2.7818 2020-07-26 07:04:42,977 - mmaction - INFO - Epoch [89][720/3757] lr: 5.174e-02, eta: 2 days, 11:42:17, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5328, loss_cls: 3.3523, loss: 3.3523, grad_norm: 2.7455 2020-07-26 07:04:54,482 - mmaction - INFO - Epoch [89][740/3757] lr: 5.174e-02, eta: 2 days, 11:42:03, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5367, loss_cls: 3.2996, loss: 3.2996, grad_norm: 2.7111 2020-07-26 07:05:05,821 - mmaction - INFO - Epoch [89][760/3757] lr: 5.174e-02, eta: 2 days, 11:41:49, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5109, loss_cls: 3.4083, loss: 3.4083, grad_norm: 2.8374 2020-07-26 07:05:17,353 - mmaction - INFO - Epoch [89][780/3757] lr: 5.174e-02, eta: 2 days, 11:41:34, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5336, loss_cls: 3.2713, loss: 3.2713, grad_norm: 2.7423 2020-07-26 07:05:28,753 - mmaction - INFO - Epoch [89][800/3757] lr: 5.174e-02, eta: 2 days, 11:41:20, time: 0.570, data_time: 0.001, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5391, loss_cls: 3.2858, loss: 3.2858, grad_norm: 2.7858 2020-07-26 07:05:40,121 - mmaction - INFO - Epoch [89][820/3757] lr: 5.174e-02, eta: 2 days, 11:41:06, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5266, loss_cls: 3.3810, loss: 3.3810, grad_norm: 2.8497 2020-07-26 07:05:51,625 - mmaction - INFO - Epoch [89][840/3757] lr: 5.174e-02, eta: 2 days, 11:40:52, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5156, loss_cls: 3.3913, loss: 3.3913, grad_norm: 2.6893 2020-07-26 07:06:02,987 - mmaction - INFO - Epoch [89][860/3757] lr: 5.174e-02, eta: 2 days, 11:40:37, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5477, loss_cls: 3.2971, loss: 3.2971, grad_norm: 2.8042 2020-07-26 07:06:14,416 - mmaction - INFO - Epoch [89][880/3757] lr: 5.174e-02, eta: 2 days, 11:40:23, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5422, loss_cls: 3.3349, loss: 3.3349, grad_norm: 2.7395 2020-07-26 07:06:25,775 - mmaction - INFO - Epoch [89][900/3757] lr: 5.174e-02, eta: 2 days, 11:40:09, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5312, loss_cls: 3.3758, loss: 3.3758, grad_norm: 2.8387 2020-07-26 07:06:37,131 - mmaction - INFO - Epoch [89][920/3757] lr: 5.174e-02, eta: 2 days, 11:39:54, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5297, loss_cls: 3.3302, loss: 3.3302, grad_norm: 2.7529 2020-07-26 07:06:48,508 - mmaction - INFO - Epoch [89][940/3757] lr: 5.174e-02, eta: 2 days, 11:39:40, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2531, top5_acc: 0.5125, loss_cls: 3.4636, loss: 3.4636, grad_norm: 2.7996 2020-07-26 07:07:00,003 - mmaction - INFO - Epoch [89][960/3757] lr: 5.174e-02, eta: 2 days, 11:39:26, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5297, loss_cls: 3.3752, loss: 3.3752, grad_norm: 2.8007 2020-07-26 07:07:11,311 - mmaction - INFO - Epoch [89][980/3757] lr: 5.174e-02, eta: 2 days, 11:39:11, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5531, loss_cls: 3.2276, loss: 3.2276, grad_norm: 2.6521 2020-07-26 07:07:22,774 - mmaction - INFO - Epoch [89][1000/3757] lr: 5.174e-02, eta: 2 days, 11:38:57, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5422, loss_cls: 3.2726, loss: 3.2726, grad_norm: 2.7473 2020-07-26 07:07:34,085 - mmaction - INFO - Epoch [89][1020/3757] lr: 5.174e-02, eta: 2 days, 11:38:43, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5344, loss_cls: 3.3109, loss: 3.3109, grad_norm: 2.7602 2020-07-26 07:07:45,451 - mmaction - INFO - Epoch [89][1040/3757] lr: 5.174e-02, eta: 2 days, 11:38:28, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5422, loss_cls: 3.3395, loss: 3.3395, grad_norm: 2.8114 2020-07-26 07:07:56,881 - mmaction - INFO - Epoch [89][1060/3757] lr: 5.174e-02, eta: 2 days, 11:38:14, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5211, loss_cls: 3.3765, loss: 3.3765, grad_norm: 2.8440 2020-07-26 07:08:08,307 - mmaction - INFO - Epoch [89][1080/3757] lr: 5.174e-02, eta: 2 days, 11:38:00, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5164, loss_cls: 3.3801, loss: 3.3801, grad_norm: 2.7515 2020-07-26 07:08:19,725 - mmaction - INFO - Epoch [89][1100/3757] lr: 5.174e-02, eta: 2 days, 11:37:46, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5320, loss_cls: 3.3482, loss: 3.3482, grad_norm: 2.7184 2020-07-26 07:08:31,074 - mmaction - INFO - Epoch [89][1120/3757] lr: 5.174e-02, eta: 2 days, 11:37:31, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5328, loss_cls: 3.3628, loss: 3.3628, grad_norm: 2.8282 2020-07-26 07:08:42,530 - mmaction - INFO - Epoch [89][1140/3757] lr: 5.174e-02, eta: 2 days, 11:37:17, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5367, loss_cls: 3.2637, loss: 3.2637, grad_norm: 2.8496 2020-07-26 07:08:54,035 - mmaction - INFO - Epoch [89][1160/3757] lr: 5.174e-02, eta: 2 days, 11:37:03, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.5156, loss_cls: 3.4200, loss: 3.4200, grad_norm: 2.7609 2020-07-26 07:09:05,448 - mmaction - INFO - Epoch [89][1180/3757] lr: 5.174e-02, eta: 2 days, 11:36:49, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5273, loss_cls: 3.2923, loss: 3.2923, grad_norm: 2.7351 2020-07-26 07:09:16,913 - mmaction - INFO - Epoch [89][1200/3757] lr: 5.174e-02, eta: 2 days, 11:36:35, time: 0.573, data_time: 0.009, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5570, loss_cls: 3.2261, loss: 3.2261, grad_norm: 2.7659 2020-07-26 07:09:28,362 - mmaction - INFO - Epoch [89][1220/3757] lr: 5.174e-02, eta: 2 days, 11:36:20, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5336, loss_cls: 3.3590, loss: 3.3590, grad_norm: 2.8627 2020-07-26 07:09:39,866 - mmaction - INFO - Epoch [89][1240/3757] lr: 5.174e-02, eta: 2 days, 11:36:06, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2500, top5_acc: 0.4992, loss_cls: 3.4864, loss: 3.4864, grad_norm: 2.7944 2020-07-26 07:09:51,296 - mmaction - INFO - Epoch [89][1260/3757] lr: 5.174e-02, eta: 2 days, 11:35:52, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5375, loss_cls: 3.3532, loss: 3.3532, grad_norm: 2.7079 2020-07-26 07:10:02,761 - mmaction - INFO - Epoch [89][1280/3757] lr: 5.174e-02, eta: 2 days, 11:35:38, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5430, loss_cls: 3.3072, loss: 3.3072, grad_norm: 2.7920 2020-07-26 07:10:14,138 - mmaction - INFO - Epoch [89][1300/3757] lr: 5.174e-02, eta: 2 days, 11:35:24, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5289, loss_cls: 3.2718, loss: 3.2718, grad_norm: 2.6963 2020-07-26 07:10:25,527 - mmaction - INFO - Epoch [89][1320/3757] lr: 5.174e-02, eta: 2 days, 11:35:09, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5625, loss_cls: 3.2099, loss: 3.2099, grad_norm: 2.7752 2020-07-26 07:10:36,980 - mmaction - INFO - Epoch [89][1340/3757] lr: 5.174e-02, eta: 2 days, 11:34:55, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2609, top5_acc: 0.4992, loss_cls: 3.4648, loss: 3.4648, grad_norm: 2.8085 2020-07-26 07:10:48,433 - mmaction - INFO - Epoch [89][1360/3757] lr: 5.174e-02, eta: 2 days, 11:34:41, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5352, loss_cls: 3.3673, loss: 3.3673, grad_norm: 2.7671 2020-07-26 07:10:59,783 - mmaction - INFO - Epoch [89][1380/3757] lr: 5.174e-02, eta: 2 days, 11:34:27, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5336, loss_cls: 3.3567, loss: 3.3567, grad_norm: 2.7640 2020-07-26 07:11:11,238 - mmaction - INFO - Epoch [89][1400/3757] lr: 5.174e-02, eta: 2 days, 11:34:12, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5211, loss_cls: 3.4068, loss: 3.4068, grad_norm: 2.7558 2020-07-26 07:11:22,672 - mmaction - INFO - Epoch [89][1420/3757] lr: 5.174e-02, eta: 2 days, 11:33:58, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5297, loss_cls: 3.3798, loss: 3.3798, grad_norm: 2.7911 2020-07-26 07:11:34,250 - mmaction - INFO - Epoch [89][1440/3757] lr: 5.174e-02, eta: 2 days, 11:33:44, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5469, loss_cls: 3.2707, loss: 3.2707, grad_norm: 2.7446 2020-07-26 07:11:45,774 - mmaction - INFO - Epoch [89][1460/3757] lr: 5.174e-02, eta: 2 days, 11:33:30, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5102, loss_cls: 3.4689, loss: 3.4689, grad_norm: 2.8634 2020-07-26 07:11:57,099 - mmaction - INFO - Epoch [89][1480/3757] lr: 5.174e-02, eta: 2 days, 11:33:16, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5352, loss_cls: 3.2955, loss: 3.2955, grad_norm: 2.7279 2020-07-26 07:12:08,443 - mmaction - INFO - Epoch [89][1500/3757] lr: 5.174e-02, eta: 2 days, 11:33:01, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5414, loss_cls: 3.3309, loss: 3.3309, grad_norm: 2.6733 2020-07-26 07:12:19,896 - mmaction - INFO - Epoch [89][1520/3757] lr: 5.174e-02, eta: 2 days, 11:32:47, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5242, loss_cls: 3.4069, loss: 3.4069, grad_norm: 2.7921 2020-07-26 07:12:31,306 - mmaction - INFO - Epoch [89][1540/3757] lr: 5.174e-02, eta: 2 days, 11:32:33, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5563, loss_cls: 3.1926, loss: 3.1926, grad_norm: 2.7141 2020-07-26 07:12:42,757 - mmaction - INFO - Epoch [89][1560/3757] lr: 5.174e-02, eta: 2 days, 11:32:19, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5328, loss_cls: 3.2886, loss: 3.2886, grad_norm: 2.7639 2020-07-26 07:12:54,177 - mmaction - INFO - Epoch [89][1580/3757] lr: 5.174e-02, eta: 2 days, 11:32:04, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5047, loss_cls: 3.3963, loss: 3.3963, grad_norm: 2.8311 2020-07-26 07:13:05,657 - mmaction - INFO - Epoch [89][1600/3757] lr: 5.174e-02, eta: 2 days, 11:31:50, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5320, loss_cls: 3.3312, loss: 3.3312, grad_norm: 2.8310 2020-07-26 07:13:17,128 - mmaction - INFO - Epoch [89][1620/3757] lr: 5.174e-02, eta: 2 days, 11:31:36, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5258, loss_cls: 3.3062, loss: 3.3062, grad_norm: 2.8295 2020-07-26 07:13:28,573 - mmaction - INFO - Epoch [89][1640/3757] lr: 5.174e-02, eta: 2 days, 11:31:22, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5219, loss_cls: 3.4387, loss: 3.4387, grad_norm: 2.7652 2020-07-26 07:13:39,862 - mmaction - INFO - Epoch [89][1660/3757] lr: 5.174e-02, eta: 2 days, 11:31:08, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5516, loss_cls: 3.2713, loss: 3.2713, grad_norm: 2.6674 2020-07-26 07:13:51,364 - mmaction - INFO - Epoch [89][1680/3757] lr: 5.174e-02, eta: 2 days, 11:30:53, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5305, loss_cls: 3.3195, loss: 3.3195, grad_norm: 2.6630 2020-07-26 07:14:02,923 - mmaction - INFO - Epoch [89][1700/3757] lr: 5.174e-02, eta: 2 days, 11:30:39, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5266, loss_cls: 3.3758, loss: 3.3758, grad_norm: 2.7579 2020-07-26 07:14:14,362 - mmaction - INFO - Epoch [89][1720/3757] lr: 5.174e-02, eta: 2 days, 11:30:25, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5617, loss_cls: 3.2316, loss: 3.2316, grad_norm: 2.6953 2020-07-26 07:14:25,856 - mmaction - INFO - Epoch [89][1740/3757] lr: 5.174e-02, eta: 2 days, 11:30:11, time: 0.575, data_time: 0.013, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5437, loss_cls: 3.2654, loss: 3.2654, grad_norm: 2.7960 2020-07-26 07:14:37,209 - mmaction - INFO - Epoch [89][1760/3757] lr: 5.174e-02, eta: 2 days, 11:29:57, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2641, top5_acc: 0.5117, loss_cls: 3.4530, loss: 3.4530, grad_norm: 2.8712 2020-07-26 07:14:48,675 - mmaction - INFO - Epoch [89][1780/3757] lr: 5.174e-02, eta: 2 days, 11:29:43, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5359, loss_cls: 3.3038, loss: 3.3038, grad_norm: 2.7014 2020-07-26 07:15:00,096 - mmaction - INFO - Epoch [89][1800/3757] lr: 5.174e-02, eta: 2 days, 11:29:28, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5273, loss_cls: 3.4018, loss: 3.4018, grad_norm: 2.8604 2020-07-26 07:15:11,626 - mmaction - INFO - Epoch [89][1820/3757] lr: 5.174e-02, eta: 2 days, 11:29:14, time: 0.577, data_time: 0.014, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5391, loss_cls: 3.2911, loss: 3.2911, grad_norm: 2.7296 2020-07-26 07:15:23,037 - mmaction - INFO - Epoch [89][1840/3757] lr: 5.174e-02, eta: 2 days, 11:29:00, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5234, loss_cls: 3.3317, loss: 3.3317, grad_norm: 2.7586 2020-07-26 07:15:34,324 - mmaction - INFO - Epoch [89][1860/3757] lr: 5.174e-02, eta: 2 days, 11:28:46, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5453, loss_cls: 3.2793, loss: 3.2793, grad_norm: 2.7513 2020-07-26 07:15:45,735 - mmaction - INFO - Epoch [89][1880/3757] lr: 5.174e-02, eta: 2 days, 11:28:31, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5203, loss_cls: 3.4278, loss: 3.4278, grad_norm: 2.7880 2020-07-26 07:15:57,121 - mmaction - INFO - Epoch [89][1900/3757] lr: 5.174e-02, eta: 2 days, 11:28:17, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5234, loss_cls: 3.3075, loss: 3.3075, grad_norm: 2.6945 2020-07-26 07:16:08,501 - mmaction - INFO - Epoch [89][1920/3757] lr: 5.174e-02, eta: 2 days, 11:28:03, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.5125, loss_cls: 3.4195, loss: 3.4195, grad_norm: 2.7284 2020-07-26 07:16:19,948 - mmaction - INFO - Epoch [89][1940/3757] lr: 5.174e-02, eta: 2 days, 11:27:49, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5188, loss_cls: 3.3331, loss: 3.3331, grad_norm: 2.6970 2020-07-26 07:16:31,499 - mmaction - INFO - Epoch [89][1960/3757] lr: 5.174e-02, eta: 2 days, 11:27:35, time: 0.578, data_time: 0.014, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5188, loss_cls: 3.4593, loss: 3.4593, grad_norm: 2.7398 2020-07-26 07:16:42,851 - mmaction - INFO - Epoch [89][1980/3757] lr: 5.174e-02, eta: 2 days, 11:27:20, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5344, loss_cls: 3.3211, loss: 3.3211, grad_norm: 2.6962 2020-07-26 07:16:54,244 - mmaction - INFO - Epoch [89][2000/3757] lr: 5.174e-02, eta: 2 days, 11:27:06, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5453, loss_cls: 3.2456, loss: 3.2456, grad_norm: 2.6840 2020-07-26 07:17:05,630 - mmaction - INFO - Epoch [89][2020/3757] lr: 5.174e-02, eta: 2 days, 11:26:52, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5320, loss_cls: 3.3288, loss: 3.3288, grad_norm: 2.7781 2020-07-26 07:17:16,998 - mmaction - INFO - Epoch [89][2040/3757] lr: 5.174e-02, eta: 2 days, 11:26:37, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5195, loss_cls: 3.4011, loss: 3.4011, grad_norm: 2.8436 2020-07-26 07:17:28,431 - mmaction - INFO - Epoch [89][2060/3757] lr: 5.174e-02, eta: 2 days, 11:26:23, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5352, loss_cls: 3.3219, loss: 3.3219, grad_norm: 2.6895 2020-07-26 07:17:39,754 - mmaction - INFO - Epoch [89][2080/3757] lr: 5.174e-02, eta: 2 days, 11:26:09, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5094, loss_cls: 3.4018, loss: 3.4018, grad_norm: 2.6512 2020-07-26 07:17:51,408 - mmaction - INFO - Epoch [89][2100/3757] lr: 5.174e-02, eta: 2 days, 11:25:55, time: 0.582, data_time: 0.020, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5312, loss_cls: 3.3116, loss: 3.3116, grad_norm: 2.6323 2020-07-26 07:18:02,786 - mmaction - INFO - Epoch [89][2120/3757] lr: 5.174e-02, eta: 2 days, 11:25:41, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5422, loss_cls: 3.2194, loss: 3.2194, grad_norm: 2.5683 2020-07-26 07:18:15,308 - mmaction - INFO - Epoch [89][2140/3757] lr: 5.174e-02, eta: 2 days, 11:25:28, time: 0.627, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5258, loss_cls: 3.3215, loss: 3.3215, grad_norm: 2.7333 2020-07-26 07:18:27,982 - mmaction - INFO - Epoch [89][2160/3757] lr: 5.174e-02, eta: 2 days, 11:25:16, time: 0.634, data_time: 0.003, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5352, loss_cls: 3.3457, loss: 3.3457, grad_norm: 2.7778 2020-07-26 07:18:39,312 - mmaction - INFO - Epoch [89][2180/3757] lr: 5.174e-02, eta: 2 days, 11:25:02, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5375, loss_cls: 3.3595, loss: 3.3595, grad_norm: 2.7438 2020-07-26 07:18:50,766 - mmaction - INFO - Epoch [89][2200/3757] lr: 5.174e-02, eta: 2 days, 11:24:48, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5250, loss_cls: 3.3955, loss: 3.3955, grad_norm: 2.7683 2020-07-26 07:19:02,122 - mmaction - INFO - Epoch [89][2220/3757] lr: 5.174e-02, eta: 2 days, 11:24:33, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5375, loss_cls: 3.3622, loss: 3.3622, grad_norm: 2.7676 2020-07-26 07:19:13,478 - mmaction - INFO - Epoch [89][2240/3757] lr: 5.174e-02, eta: 2 days, 11:24:19, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5102, loss_cls: 3.3816, loss: 3.3816, grad_norm: 2.6965 2020-07-26 07:19:24,883 - mmaction - INFO - Epoch [89][2260/3757] lr: 5.174e-02, eta: 2 days, 11:24:05, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5188, loss_cls: 3.3620, loss: 3.3620, grad_norm: 2.6784 2020-07-26 07:19:36,276 - mmaction - INFO - Epoch [89][2280/3757] lr: 5.174e-02, eta: 2 days, 11:23:51, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5430, loss_cls: 3.3099, loss: 3.3099, grad_norm: 2.7440 2020-07-26 07:19:47,596 - mmaction - INFO - Epoch [89][2300/3757] lr: 5.174e-02, eta: 2 days, 11:23:36, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5242, loss_cls: 3.3535, loss: 3.3535, grad_norm: 2.7349 2020-07-26 07:19:58,909 - mmaction - INFO - Epoch [89][2320/3757] lr: 5.174e-02, eta: 2 days, 11:23:22, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5477, loss_cls: 3.2596, loss: 3.2596, grad_norm: 2.7490 2020-07-26 07:20:10,247 - mmaction - INFO - Epoch [89][2340/3757] lr: 5.174e-02, eta: 2 days, 11:23:07, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5250, loss_cls: 3.4152, loss: 3.4152, grad_norm: 2.8030 2020-07-26 07:20:21,588 - mmaction - INFO - Epoch [89][2360/3757] lr: 5.174e-02, eta: 2 days, 11:22:53, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5312, loss_cls: 3.2946, loss: 3.2946, grad_norm: 2.6586 2020-07-26 07:20:32,934 - mmaction - INFO - Epoch [89][2380/3757] lr: 5.174e-02, eta: 2 days, 11:22:39, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5383, loss_cls: 3.2896, loss: 3.2896, grad_norm: 2.6748 2020-07-26 07:20:44,337 - mmaction - INFO - Epoch [89][2400/3757] lr: 5.174e-02, eta: 2 days, 11:22:24, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5203, loss_cls: 3.3267, loss: 3.3267, grad_norm: 2.7964 2020-07-26 07:20:55,729 - mmaction - INFO - Epoch [89][2420/3757] lr: 5.174e-02, eta: 2 days, 11:22:10, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5195, loss_cls: 3.3917, loss: 3.3917, grad_norm: 2.7622 2020-07-26 07:21:07,105 - mmaction - INFO - Epoch [89][2440/3757] lr: 5.174e-02, eta: 2 days, 11:21:56, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5203, loss_cls: 3.4355, loss: 3.4355, grad_norm: 2.7988 2020-07-26 07:21:18,512 - mmaction - INFO - Epoch [89][2460/3757] lr: 5.174e-02, eta: 2 days, 11:21:42, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5219, loss_cls: 3.3350, loss: 3.3350, grad_norm: 2.7316 2020-07-26 07:21:29,879 - mmaction - INFO - Epoch [89][2480/3757] lr: 5.174e-02, eta: 2 days, 11:21:27, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5023, loss_cls: 3.4158, loss: 3.4158, grad_norm: 2.7633 2020-07-26 07:21:41,179 - mmaction - INFO - Epoch [89][2500/3757] lr: 5.174e-02, eta: 2 days, 11:21:13, time: 0.564, data_time: 0.002, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5414, loss_cls: 3.3080, loss: 3.3080, grad_norm: 2.7737 2020-07-26 07:21:52,599 - mmaction - INFO - Epoch [89][2520/3757] lr: 5.174e-02, eta: 2 days, 11:20:59, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5422, loss_cls: 3.2630, loss: 3.2630, grad_norm: 2.6673 2020-07-26 07:22:04,043 - mmaction - INFO - Epoch [89][2540/3757] lr: 5.174e-02, eta: 2 days, 11:20:45, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.4961, loss_cls: 3.4211, loss: 3.4211, grad_norm: 2.8269 2020-07-26 07:22:15,436 - mmaction - INFO - Epoch [89][2560/3757] lr: 5.174e-02, eta: 2 days, 11:20:30, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5188, loss_cls: 3.3490, loss: 3.3490, grad_norm: 2.7255 2020-07-26 07:22:26,750 - mmaction - INFO - Epoch [89][2580/3757] lr: 5.174e-02, eta: 2 days, 11:20:16, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5203, loss_cls: 3.2856, loss: 3.2856, grad_norm: 2.7016 2020-07-26 07:22:38,185 - mmaction - INFO - Epoch [89][2600/3757] lr: 5.174e-02, eta: 2 days, 11:20:02, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5312, loss_cls: 3.3205, loss: 3.3205, grad_norm: 2.7220 2020-07-26 07:22:49,558 - mmaction - INFO - Epoch [89][2620/3757] lr: 5.174e-02, eta: 2 days, 11:19:47, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5375, loss_cls: 3.3336, loss: 3.3336, grad_norm: 2.6902 2020-07-26 07:23:00,889 - mmaction - INFO - Epoch [89][2640/3757] lr: 5.174e-02, eta: 2 days, 11:19:33, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5289, loss_cls: 3.3847, loss: 3.3847, grad_norm: 2.8560 2020-07-26 07:23:12,279 - mmaction - INFO - Epoch [89][2660/3757] lr: 5.174e-02, eta: 2 days, 11:19:19, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2953, top5_acc: 0.5344, loss_cls: 3.3151, loss: 3.3151, grad_norm: 2.7406 2020-07-26 07:23:23,646 - mmaction - INFO - Epoch [89][2680/3757] lr: 5.174e-02, eta: 2 days, 11:19:04, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5312, loss_cls: 3.3630, loss: 3.3630, grad_norm: 2.7827 2020-07-26 07:23:34,976 - mmaction - INFO - Epoch [89][2700/3757] lr: 5.174e-02, eta: 2 days, 11:18:50, time: 0.567, data_time: 0.004, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5039, loss_cls: 3.4130, loss: 3.4130, grad_norm: 2.7382 2020-07-26 07:23:46,313 - mmaction - INFO - Epoch [89][2720/3757] lr: 5.174e-02, eta: 2 days, 11:18:36, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5102, loss_cls: 3.3622, loss: 3.3622, grad_norm: 2.8291 2020-07-26 07:23:57,680 - mmaction - INFO - Epoch [89][2740/3757] lr: 5.174e-02, eta: 2 days, 11:18:22, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2602, top5_acc: 0.5008, loss_cls: 3.4100, loss: 3.4100, grad_norm: 2.7872 2020-07-26 07:24:09,031 - mmaction - INFO - Epoch [89][2760/3757] lr: 5.174e-02, eta: 2 days, 11:18:07, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.5086, loss_cls: 3.4192, loss: 3.4192, grad_norm: 2.7221 2020-07-26 07:24:20,425 - mmaction - INFO - Epoch [89][2780/3757] lr: 5.174e-02, eta: 2 days, 11:17:53, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5266, loss_cls: 3.3320, loss: 3.3320, grad_norm: 2.6652 2020-07-26 07:24:31,934 - mmaction - INFO - Epoch [89][2800/3757] lr: 5.174e-02, eta: 2 days, 11:17:39, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5195, loss_cls: 3.3585, loss: 3.3585, grad_norm: 2.7152 2020-07-26 07:24:43,392 - mmaction - INFO - Epoch [89][2820/3757] lr: 5.174e-02, eta: 2 days, 11:17:25, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2641, top5_acc: 0.5102, loss_cls: 3.4274, loss: 3.4274, grad_norm: 2.7326 2020-07-26 07:24:54,768 - mmaction - INFO - Epoch [89][2840/3757] lr: 5.174e-02, eta: 2 days, 11:17:10, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.4984, loss_cls: 3.4512, loss: 3.4512, grad_norm: 2.7650 2020-07-26 07:25:06,170 - mmaction - INFO - Epoch [89][2860/3757] lr: 5.174e-02, eta: 2 days, 11:16:56, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5180, loss_cls: 3.3654, loss: 3.3654, grad_norm: 2.7359 2020-07-26 07:25:17,493 - mmaction - INFO - Epoch [89][2880/3757] lr: 5.174e-02, eta: 2 days, 11:16:42, time: 0.567, data_time: 0.004, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5211, loss_cls: 3.3496, loss: 3.3496, grad_norm: 2.6973 2020-07-26 07:25:28,880 - mmaction - INFO - Epoch [89][2900/3757] lr: 5.174e-02, eta: 2 days, 11:16:28, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5430, loss_cls: 3.2899, loss: 3.2899, grad_norm: 2.7864 2020-07-26 07:25:40,320 - mmaction - INFO - Epoch [89][2920/3757] lr: 5.174e-02, eta: 2 days, 11:16:13, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5203, loss_cls: 3.3742, loss: 3.3742, grad_norm: 2.7255 2020-07-26 07:25:51,763 - mmaction - INFO - Epoch [89][2940/3757] lr: 5.174e-02, eta: 2 days, 11:15:59, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2641, top5_acc: 0.5195, loss_cls: 3.3542, loss: 3.3542, grad_norm: 2.6767 2020-07-26 07:26:03,250 - mmaction - INFO - Epoch [89][2960/3757] lr: 5.174e-02, eta: 2 days, 11:15:45, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5156, loss_cls: 3.4182, loss: 3.4182, grad_norm: 2.7608 2020-07-26 07:26:14,694 - mmaction - INFO - Epoch [89][2980/3757] lr: 5.174e-02, eta: 2 days, 11:15:31, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5414, loss_cls: 3.2710, loss: 3.2710, grad_norm: 2.6707 2020-07-26 07:26:26,110 - mmaction - INFO - Epoch [89][3000/3757] lr: 5.174e-02, eta: 2 days, 11:15:17, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5437, loss_cls: 3.2950, loss: 3.2950, grad_norm: 2.7965 2020-07-26 07:26:37,471 - mmaction - INFO - Epoch [89][3020/3757] lr: 5.174e-02, eta: 2 days, 11:15:03, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5250, loss_cls: 3.3237, loss: 3.3237, grad_norm: 2.7540 2020-07-26 07:26:48,905 - mmaction - INFO - Epoch [89][3040/3757] lr: 5.174e-02, eta: 2 days, 11:14:48, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5188, loss_cls: 3.4407, loss: 3.4407, grad_norm: 2.8353 2020-07-26 07:27:00,168 - mmaction - INFO - Epoch [89][3060/3757] lr: 5.174e-02, eta: 2 days, 11:14:34, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5250, loss_cls: 3.3512, loss: 3.3512, grad_norm: 2.8275 2020-07-26 07:27:11,565 - mmaction - INFO - Epoch [89][3080/3757] lr: 5.174e-02, eta: 2 days, 11:14:20, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5375, loss_cls: 3.3459, loss: 3.3459, grad_norm: 2.7111 2020-07-26 07:27:23,030 - mmaction - INFO - Epoch [89][3100/3757] lr: 5.174e-02, eta: 2 days, 11:14:06, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5195, loss_cls: 3.3814, loss: 3.3814, grad_norm: 2.7635 2020-07-26 07:27:34,451 - mmaction - INFO - Epoch [89][3120/3757] lr: 5.174e-02, eta: 2 days, 11:13:51, time: 0.571, data_time: 0.007, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5508, loss_cls: 3.2232, loss: 3.2232, grad_norm: 2.6463 2020-07-26 07:27:45,930 - mmaction - INFO - Epoch [89][3140/3757] lr: 5.174e-02, eta: 2 days, 11:13:37, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5547, loss_cls: 3.2330, loss: 3.2330, grad_norm: 2.8063 2020-07-26 07:27:57,281 - mmaction - INFO - Epoch [89][3160/3757] lr: 5.174e-02, eta: 2 days, 11:13:23, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5297, loss_cls: 3.3272, loss: 3.3272, grad_norm: 2.8111 2020-07-26 07:28:08,658 - mmaction - INFO - Epoch [89][3180/3757] lr: 5.174e-02, eta: 2 days, 11:13:09, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5305, loss_cls: 3.3391, loss: 3.3391, grad_norm: 2.7566 2020-07-26 07:28:20,052 - mmaction - INFO - Epoch [89][3200/3757] lr: 5.174e-02, eta: 2 days, 11:12:54, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5422, loss_cls: 3.2708, loss: 3.2708, grad_norm: 2.6859 2020-07-26 07:28:31,354 - mmaction - INFO - Epoch [89][3220/3757] lr: 5.174e-02, eta: 2 days, 11:12:40, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5148, loss_cls: 3.3916, loss: 3.3916, grad_norm: 2.8590 2020-07-26 07:28:42,725 - mmaction - INFO - Epoch [89][3240/3757] lr: 5.174e-02, eta: 2 days, 11:12:26, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5117, loss_cls: 3.4240, loss: 3.4240, grad_norm: 2.7870 2020-07-26 07:28:54,131 - mmaction - INFO - Epoch [89][3260/3757] lr: 5.174e-02, eta: 2 days, 11:12:12, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5398, loss_cls: 3.3033, loss: 3.3033, grad_norm: 2.6756 2020-07-26 07:29:05,464 - mmaction - INFO - Epoch [89][3280/3757] lr: 5.174e-02, eta: 2 days, 11:11:57, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5203, loss_cls: 3.3689, loss: 3.3689, grad_norm: 2.7927 2020-07-26 07:29:16,875 - mmaction - INFO - Epoch [89][3300/3757] lr: 5.174e-02, eta: 2 days, 11:11:43, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5359, loss_cls: 3.3373, loss: 3.3373, grad_norm: 2.7269 2020-07-26 07:29:28,290 - mmaction - INFO - Epoch [89][3320/3757] lr: 5.174e-02, eta: 2 days, 11:11:29, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5195, loss_cls: 3.4085, loss: 3.4085, grad_norm: 2.8580 2020-07-26 07:29:39,657 - mmaction - INFO - Epoch [89][3340/3757] lr: 5.174e-02, eta: 2 days, 11:11:14, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5359, loss_cls: 3.3326, loss: 3.3326, grad_norm: 2.7926 2020-07-26 07:29:57,081 - mmaction - INFO - Epoch [89][3360/3757] lr: 5.174e-02, eta: 2 days, 11:11:10, time: 0.871, data_time: 0.076, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5437, loss_cls: 3.2735, loss: 3.2735, grad_norm: 2.7601 2020-07-26 07:30:15,117 - mmaction - INFO - Epoch [89][3380/3757] lr: 5.174e-02, eta: 2 days, 11:11:07, time: 0.902, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5547, loss_cls: 3.2179, loss: 3.2179, grad_norm: 2.8299 2020-07-26 07:30:28,428 - mmaction - INFO - Epoch [89][3400/3757] lr: 5.174e-02, eta: 2 days, 11:10:56, time: 0.665, data_time: 0.007, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5000, loss_cls: 3.4305, loss: 3.4305, grad_norm: 2.7792 2020-07-26 07:30:42,050 - mmaction - INFO - Epoch [89][3420/3757] lr: 5.174e-02, eta: 2 days, 11:10:46, time: 0.681, data_time: 0.003, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5602, loss_cls: 3.2281, loss: 3.2281, grad_norm: 2.8297 2020-07-26 07:30:53,577 - mmaction - INFO - Epoch [89][3440/3757] lr: 5.174e-02, eta: 2 days, 11:10:32, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5437, loss_cls: 3.2853, loss: 3.2853, grad_norm: 2.8394 2020-07-26 07:31:05,011 - mmaction - INFO - Epoch [89][3460/3757] lr: 5.174e-02, eta: 2 days, 11:10:18, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5539, loss_cls: 3.2319, loss: 3.2319, grad_norm: 2.8203 2020-07-26 07:31:16,524 - mmaction - INFO - Epoch [89][3480/3757] lr: 5.174e-02, eta: 2 days, 11:10:04, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.4938, loss_cls: 3.4308, loss: 3.4308, grad_norm: 2.8391 2020-07-26 07:31:27,919 - mmaction - INFO - Epoch [89][3500/3757] lr: 5.174e-02, eta: 2 days, 11:09:50, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5242, loss_cls: 3.3537, loss: 3.3537, grad_norm: 2.7650 2020-07-26 07:31:39,342 - mmaction - INFO - Epoch [89][3520/3757] lr: 5.174e-02, eta: 2 days, 11:09:35, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5125, loss_cls: 3.4449, loss: 3.4449, grad_norm: 2.7501 2020-07-26 07:31:50,686 - mmaction - INFO - Epoch [89][3540/3757] lr: 5.174e-02, eta: 2 days, 11:09:21, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5195, loss_cls: 3.4216, loss: 3.4216, grad_norm: 2.7758 2020-07-26 07:32:02,262 - mmaction - INFO - Epoch [89][3560/3757] lr: 5.174e-02, eta: 2 days, 11:09:07, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5305, loss_cls: 3.3937, loss: 3.3937, grad_norm: 2.7456 2020-07-26 07:32:13,803 - mmaction - INFO - Epoch [89][3580/3757] lr: 5.174e-02, eta: 2 days, 11:08:53, time: 0.577, data_time: 0.002, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5227, loss_cls: 3.3387, loss: 3.3387, grad_norm: 2.8114 2020-07-26 07:32:25,281 - mmaction - INFO - Epoch [89][3600/3757] lr: 5.174e-02, eta: 2 days, 11:08:39, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5273, loss_cls: 3.4163, loss: 3.4163, grad_norm: 2.7853 2020-07-26 07:32:36,687 - mmaction - INFO - Epoch [89][3620/3757] lr: 5.174e-02, eta: 2 days, 11:08:25, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5258, loss_cls: 3.3336, loss: 3.3336, grad_norm: 2.7628 2020-07-26 07:32:48,179 - mmaction - INFO - Epoch [89][3640/3757] lr: 5.174e-02, eta: 2 days, 11:08:11, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5273, loss_cls: 3.3483, loss: 3.3483, grad_norm: 2.7900 2020-07-26 07:32:59,546 - mmaction - INFO - Epoch [89][3660/3757] lr: 5.174e-02, eta: 2 days, 11:07:56, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5336, loss_cls: 3.3355, loss: 3.3355, grad_norm: 2.7939 2020-07-26 07:33:10,908 - mmaction - INFO - Epoch [89][3680/3757] lr: 5.174e-02, eta: 2 days, 11:07:42, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5164, loss_cls: 3.4154, loss: 3.4154, grad_norm: 2.8732 2020-07-26 07:33:22,302 - mmaction - INFO - Epoch [89][3700/3757] lr: 5.174e-02, eta: 2 days, 11:07:28, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5461, loss_cls: 3.3318, loss: 3.3318, grad_norm: 2.7314 2020-07-26 07:33:33,721 - mmaction - INFO - Epoch [89][3720/3757] lr: 5.174e-02, eta: 2 days, 11:07:14, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5062, loss_cls: 3.4293, loss: 3.4293, grad_norm: 2.7862 2020-07-26 07:33:45,152 - mmaction - INFO - Epoch [89][3740/3757] lr: 5.174e-02, eta: 2 days, 11:07:00, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5125, loss_cls: 3.3843, loss: 3.3843, grad_norm: 2.8039 2020-07-26 07:37:15,943 - mmaction - INFO - Epoch [90][20/3757] lr: 5.087e-02, eta: 2 days, 11:11:24, time: 9.678, data_time: 8.986, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5086, loss_cls: 3.4474, loss: 3.4474, grad_norm: 2.7502 2020-07-26 07:37:27,285 - mmaction - INFO - Epoch [90][40/3757] lr: 5.087e-02, eta: 2 days, 11:11:10, time: 0.567, data_time: 0.004, memory: 5232, top1_acc: 0.3148, top5_acc: 0.5461, loss_cls: 3.2627, loss: 3.2627, grad_norm: 2.6589 2020-07-26 07:37:38,643 - mmaction - INFO - Epoch [90][60/3757] lr: 5.087e-02, eta: 2 days, 11:10:55, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5297, loss_cls: 3.3289, loss: 3.3289, grad_norm: 2.7527 2020-07-26 07:37:50,286 - mmaction - INFO - Epoch [90][80/3757] lr: 5.087e-02, eta: 2 days, 11:10:41, time: 0.582, data_time: 0.021, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5336, loss_cls: 3.3632, loss: 3.3632, grad_norm: 2.7934 2020-07-26 07:38:01,674 - mmaction - INFO - Epoch [90][100/3757] lr: 5.087e-02, eta: 2 days, 11:10:27, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5555, loss_cls: 3.2769, loss: 3.2769, grad_norm: 2.7531 2020-07-26 07:38:13,086 - mmaction - INFO - Epoch [90][120/3757] lr: 5.087e-02, eta: 2 days, 11:10:13, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5000, loss_cls: 3.4346, loss: 3.4346, grad_norm: 2.8540 2020-07-26 07:38:24,506 - mmaction - INFO - Epoch [90][140/3757] lr: 5.087e-02, eta: 2 days, 11:09:59, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5188, loss_cls: 3.3669, loss: 3.3669, grad_norm: 2.7770 2020-07-26 07:38:35,822 - mmaction - INFO - Epoch [90][160/3757] lr: 5.087e-02, eta: 2 days, 11:09:44, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5320, loss_cls: 3.3181, loss: 3.3181, grad_norm: 2.7172 2020-07-26 07:38:47,252 - mmaction - INFO - Epoch [90][180/3757] lr: 5.087e-02, eta: 2 days, 11:09:30, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5102, loss_cls: 3.4115, loss: 3.4115, grad_norm: 2.8378 2020-07-26 07:38:58,741 - mmaction - INFO - Epoch [90][200/3757] lr: 5.087e-02, eta: 2 days, 11:09:16, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5156, loss_cls: 3.3296, loss: 3.3296, grad_norm: 2.7496 2020-07-26 07:39:10,278 - mmaction - INFO - Epoch [90][220/3757] lr: 5.087e-02, eta: 2 days, 11:09:02, time: 0.577, data_time: 0.018, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5266, loss_cls: 3.3442, loss: 3.3442, grad_norm: 2.6994 2020-07-26 07:39:21,663 - mmaction - INFO - Epoch [90][240/3757] lr: 5.087e-02, eta: 2 days, 11:08:48, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5234, loss_cls: 3.3958, loss: 3.3958, grad_norm: 2.7536 2020-07-26 07:39:33,032 - mmaction - INFO - Epoch [90][260/3757] lr: 5.087e-02, eta: 2 days, 11:08:33, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5305, loss_cls: 3.3058, loss: 3.3058, grad_norm: 2.7611 2020-07-26 07:39:44,322 - mmaction - INFO - Epoch [90][280/3757] lr: 5.087e-02, eta: 2 days, 11:08:19, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5258, loss_cls: 3.3451, loss: 3.3451, grad_norm: 2.6864 2020-07-26 07:39:55,677 - mmaction - INFO - Epoch [90][300/3757] lr: 5.087e-02, eta: 2 days, 11:08:04, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5250, loss_cls: 3.4070, loss: 3.4070, grad_norm: 2.7331 2020-07-26 07:40:07,189 - mmaction - INFO - Epoch [90][320/3757] lr: 5.087e-02, eta: 2 days, 11:07:50, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5531, loss_cls: 3.1999, loss: 3.1999, grad_norm: 2.6900 2020-07-26 07:40:18,801 - mmaction - INFO - Epoch [90][340/3757] lr: 5.087e-02, eta: 2 days, 11:07:37, time: 0.581, data_time: 0.003, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5555, loss_cls: 3.2313, loss: 3.2313, grad_norm: 2.7867 2020-07-26 07:40:30,335 - mmaction - INFO - Epoch [90][360/3757] lr: 5.087e-02, eta: 2 days, 11:07:23, time: 0.577, data_time: 0.013, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5578, loss_cls: 3.2159, loss: 3.2159, grad_norm: 2.8309 2020-07-26 07:40:41,731 - mmaction - INFO - Epoch [90][380/3757] lr: 5.087e-02, eta: 2 days, 11:07:08, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2641, top5_acc: 0.5211, loss_cls: 3.3735, loss: 3.3735, grad_norm: 2.7788 2020-07-26 07:40:53,133 - mmaction - INFO - Epoch [90][400/3757] lr: 5.087e-02, eta: 2 days, 11:06:54, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5586, loss_cls: 3.2889, loss: 3.2889, grad_norm: 2.8854 2020-07-26 07:41:04,497 - mmaction - INFO - Epoch [90][420/3757] lr: 5.087e-02, eta: 2 days, 11:06:40, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5297, loss_cls: 3.2911, loss: 3.2911, grad_norm: 2.7838 2020-07-26 07:41:15,942 - mmaction - INFO - Epoch [90][440/3757] lr: 5.087e-02, eta: 2 days, 11:06:26, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5344, loss_cls: 3.3060, loss: 3.3060, grad_norm: 2.8274 2020-07-26 07:41:27,379 - mmaction - INFO - Epoch [90][460/3757] lr: 5.087e-02, eta: 2 days, 11:06:11, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.5008, loss_cls: 3.4238, loss: 3.4238, grad_norm: 2.7903 2020-07-26 07:41:38,759 - mmaction - INFO - Epoch [90][480/3757] lr: 5.087e-02, eta: 2 days, 11:05:57, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5516, loss_cls: 3.2886, loss: 3.2886, grad_norm: 2.7235 2020-07-26 07:41:50,188 - mmaction - INFO - Epoch [90][500/3757] lr: 5.087e-02, eta: 2 days, 11:05:43, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5422, loss_cls: 3.3014, loss: 3.3014, grad_norm: 2.7889 2020-07-26 07:42:01,570 - mmaction - INFO - Epoch [90][520/3757] lr: 5.087e-02, eta: 2 days, 11:05:29, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5242, loss_cls: 3.3521, loss: 3.3521, grad_norm: 2.7882 2020-07-26 07:42:12,913 - mmaction - INFO - Epoch [90][540/3757] lr: 5.087e-02, eta: 2 days, 11:05:14, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5250, loss_cls: 3.3135, loss: 3.3135, grad_norm: 2.7919 2020-07-26 07:42:24,329 - mmaction - INFO - Epoch [90][560/3757] lr: 5.087e-02, eta: 2 days, 11:05:00, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5320, loss_cls: 3.3349, loss: 3.3349, grad_norm: 2.8251 2020-07-26 07:42:35,778 - mmaction - INFO - Epoch [90][580/3757] lr: 5.087e-02, eta: 2 days, 11:04:46, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5563, loss_cls: 3.2362, loss: 3.2362, grad_norm: 2.8010 2020-07-26 07:42:47,199 - mmaction - INFO - Epoch [90][600/3757] lr: 5.087e-02, eta: 2 days, 11:04:32, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5555, loss_cls: 3.2130, loss: 3.2130, grad_norm: 2.8153 2020-07-26 07:42:58,564 - mmaction - INFO - Epoch [90][620/3757] lr: 5.087e-02, eta: 2 days, 11:04:17, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5062, loss_cls: 3.4178, loss: 3.4178, grad_norm: 2.7633 2020-07-26 07:43:09,969 - mmaction - INFO - Epoch [90][640/3757] lr: 5.087e-02, eta: 2 days, 11:04:03, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5437, loss_cls: 3.3242, loss: 3.3242, grad_norm: 2.7240 2020-07-26 07:43:21,496 - mmaction - INFO - Epoch [90][660/3757] lr: 5.087e-02, eta: 2 days, 11:03:49, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5125, loss_cls: 3.3904, loss: 3.3904, grad_norm: 2.7070 2020-07-26 07:43:32,857 - mmaction - INFO - Epoch [90][680/3757] lr: 5.087e-02, eta: 2 days, 11:03:35, time: 0.568, data_time: 0.001, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5258, loss_cls: 3.3769, loss: 3.3769, grad_norm: 2.7547 2020-07-26 07:43:44,460 - mmaction - INFO - Epoch [90][700/3757] lr: 5.087e-02, eta: 2 days, 11:03:21, time: 0.580, data_time: 0.014, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5344, loss_cls: 3.2980, loss: 3.2980, grad_norm: 2.7696 2020-07-26 07:43:55,822 - mmaction - INFO - Epoch [90][720/3757] lr: 5.087e-02, eta: 2 days, 11:03:07, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5281, loss_cls: 3.3216, loss: 3.3216, grad_norm: 2.7983 2020-07-26 07:44:07,215 - mmaction - INFO - Epoch [90][740/3757] lr: 5.087e-02, eta: 2 days, 11:02:52, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5281, loss_cls: 3.3332, loss: 3.3332, grad_norm: 2.7485 2020-07-26 07:44:18,654 - mmaction - INFO - Epoch [90][760/3757] lr: 5.087e-02, eta: 2 days, 11:02:38, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5266, loss_cls: 3.3377, loss: 3.3377, grad_norm: 2.7825 2020-07-26 07:44:30,089 - mmaction - INFO - Epoch [90][780/3757] lr: 5.087e-02, eta: 2 days, 11:02:24, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5273, loss_cls: 3.4248, loss: 3.4248, grad_norm: 2.8206 2020-07-26 07:44:41,533 - mmaction - INFO - Epoch [90][800/3757] lr: 5.087e-02, eta: 2 days, 11:02:10, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5453, loss_cls: 3.3026, loss: 3.3026, grad_norm: 2.7517 2020-07-26 07:44:53,002 - mmaction - INFO - Epoch [90][820/3757] lr: 5.087e-02, eta: 2 days, 11:01:56, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5320, loss_cls: 3.3456, loss: 3.3456, grad_norm: 2.7586 2020-07-26 07:45:04,578 - mmaction - INFO - Epoch [90][840/3757] lr: 5.087e-02, eta: 2 days, 11:01:42, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5328, loss_cls: 3.3741, loss: 3.3741, grad_norm: 2.7809 2020-07-26 07:45:15,953 - mmaction - INFO - Epoch [90][860/3757] lr: 5.087e-02, eta: 2 days, 11:01:27, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5328, loss_cls: 3.2831, loss: 3.2831, grad_norm: 2.7557 2020-07-26 07:45:27,408 - mmaction - INFO - Epoch [90][880/3757] lr: 5.087e-02, eta: 2 days, 11:01:13, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5430, loss_cls: 3.2465, loss: 3.2465, grad_norm: 2.7947 2020-07-26 07:45:38,723 - mmaction - INFO - Epoch [90][900/3757] lr: 5.087e-02, eta: 2 days, 11:00:59, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5266, loss_cls: 3.3481, loss: 3.3481, grad_norm: 2.8416 2020-07-26 07:45:50,118 - mmaction - INFO - Epoch [90][920/3757] lr: 5.087e-02, eta: 2 days, 11:00:45, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5172, loss_cls: 3.3767, loss: 3.3767, grad_norm: 2.8423 2020-07-26 07:46:01,425 - mmaction - INFO - Epoch [90][940/3757] lr: 5.087e-02, eta: 2 days, 11:00:30, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5289, loss_cls: 3.3618, loss: 3.3618, grad_norm: 2.7735 2020-07-26 07:46:12,871 - mmaction - INFO - Epoch [90][960/3757] lr: 5.087e-02, eta: 2 days, 11:00:16, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5352, loss_cls: 3.3105, loss: 3.3105, grad_norm: 2.7935 2020-07-26 07:46:24,304 - mmaction - INFO - Epoch [90][980/3757] lr: 5.087e-02, eta: 2 days, 11:00:02, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2953, top5_acc: 0.5430, loss_cls: 3.3330, loss: 3.3330, grad_norm: 2.8455 2020-07-26 07:46:35,737 - mmaction - INFO - Epoch [90][1000/3757] lr: 5.087e-02, eta: 2 days, 10:59:48, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5211, loss_cls: 3.4062, loss: 3.4062, grad_norm: 2.7523 2020-07-26 07:46:47,146 - mmaction - INFO - Epoch [90][1020/3757] lr: 5.087e-02, eta: 2 days, 10:59:33, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5125, loss_cls: 3.4410, loss: 3.4410, grad_norm: 2.7332 2020-07-26 07:46:58,560 - mmaction - INFO - Epoch [90][1040/3757] lr: 5.087e-02, eta: 2 days, 10:59:19, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5664, loss_cls: 3.2158, loss: 3.2158, grad_norm: 2.7453 2020-07-26 07:47:09,917 - mmaction - INFO - Epoch [90][1060/3757] lr: 5.087e-02, eta: 2 days, 10:59:05, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3133, top5_acc: 0.5539, loss_cls: 3.2132, loss: 3.2132, grad_norm: 2.7323 2020-07-26 07:47:21,334 - mmaction - INFO - Epoch [90][1080/3757] lr: 5.087e-02, eta: 2 days, 10:58:51, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5297, loss_cls: 3.3408, loss: 3.3408, grad_norm: 2.7794 2020-07-26 07:47:32,753 - mmaction - INFO - Epoch [90][1100/3757] lr: 5.087e-02, eta: 2 days, 10:58:37, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5445, loss_cls: 3.2947, loss: 3.2947, grad_norm: 2.7249 2020-07-26 07:47:43,986 - mmaction - INFO - Epoch [90][1120/3757] lr: 5.087e-02, eta: 2 days, 10:58:22, time: 0.562, data_time: 0.003, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5297, loss_cls: 3.2644, loss: 3.2644, grad_norm: 2.7755 2020-07-26 07:47:55,428 - mmaction - INFO - Epoch [90][1140/3757] lr: 5.087e-02, eta: 2 days, 10:58:08, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5617, loss_cls: 3.1943, loss: 3.1943, grad_norm: 2.7339 2020-07-26 07:48:06,854 - mmaction - INFO - Epoch [90][1160/3757] lr: 5.087e-02, eta: 2 days, 10:57:54, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5437, loss_cls: 3.2820, loss: 3.2820, grad_norm: 2.8510 2020-07-26 07:48:18,319 - mmaction - INFO - Epoch [90][1180/3757] lr: 5.087e-02, eta: 2 days, 10:57:40, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5133, loss_cls: 3.3758, loss: 3.3758, grad_norm: 2.7371 2020-07-26 07:48:29,750 - mmaction - INFO - Epoch [90][1200/3757] lr: 5.087e-02, eta: 2 days, 10:57:25, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5344, loss_cls: 3.3362, loss: 3.3362, grad_norm: 2.7672 2020-07-26 07:48:41,150 - mmaction - INFO - Epoch [90][1220/3757] lr: 5.087e-02, eta: 2 days, 10:57:11, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5359, loss_cls: 3.3722, loss: 3.3722, grad_norm: 2.8084 2020-07-26 07:48:52,650 - mmaction - INFO - Epoch [90][1240/3757] lr: 5.087e-02, eta: 2 days, 10:56:57, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5297, loss_cls: 3.3384, loss: 3.3384, grad_norm: 2.7369 2020-07-26 07:49:04,072 - mmaction - INFO - Epoch [90][1260/3757] lr: 5.087e-02, eta: 2 days, 10:56:43, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5008, loss_cls: 3.4377, loss: 3.4377, grad_norm: 2.8459 2020-07-26 07:49:15,561 - mmaction - INFO - Epoch [90][1280/3757] lr: 5.087e-02, eta: 2 days, 10:56:29, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5344, loss_cls: 3.2562, loss: 3.2562, grad_norm: 2.7791 2020-07-26 07:49:26,927 - mmaction - INFO - Epoch [90][1300/3757] lr: 5.087e-02, eta: 2 days, 10:56:15, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5203, loss_cls: 3.3733, loss: 3.3733, grad_norm: 2.7723 2020-07-26 07:49:38,353 - mmaction - INFO - Epoch [90][1320/3757] lr: 5.087e-02, eta: 2 days, 10:56:00, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5195, loss_cls: 3.4102, loss: 3.4102, grad_norm: 2.7745 2020-07-26 07:49:49,966 - mmaction - INFO - Epoch [90][1340/3757] lr: 5.087e-02, eta: 2 days, 10:55:47, time: 0.581, data_time: 0.012, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5156, loss_cls: 3.3605, loss: 3.3605, grad_norm: 2.6713 2020-07-26 07:50:01,365 - mmaction - INFO - Epoch [90][1360/3757] lr: 5.087e-02, eta: 2 days, 10:55:32, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5367, loss_cls: 3.3054, loss: 3.3054, grad_norm: 2.7073 2020-07-26 07:50:12,784 - mmaction - INFO - Epoch [90][1380/3757] lr: 5.087e-02, eta: 2 days, 10:55:18, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5445, loss_cls: 3.3123, loss: 3.3123, grad_norm: 2.8023 2020-07-26 07:50:24,196 - mmaction - INFO - Epoch [90][1400/3757] lr: 5.087e-02, eta: 2 days, 10:55:04, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5437, loss_cls: 3.2663, loss: 3.2663, grad_norm: 2.7593 2020-07-26 07:50:35,562 - mmaction - INFO - Epoch [90][1420/3757] lr: 5.087e-02, eta: 2 days, 10:54:50, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5172, loss_cls: 3.3877, loss: 3.3877, grad_norm: 2.8056 2020-07-26 07:50:47,061 - mmaction - INFO - Epoch [90][1440/3757] lr: 5.087e-02, eta: 2 days, 10:54:36, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5148, loss_cls: 3.4239, loss: 3.4239, grad_norm: 2.7598 2020-07-26 07:50:58,502 - mmaction - INFO - Epoch [90][1460/3757] lr: 5.087e-02, eta: 2 days, 10:54:21, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5359, loss_cls: 3.2708, loss: 3.2708, grad_norm: 2.7205 2020-07-26 07:51:09,905 - mmaction - INFO - Epoch [90][1480/3757] lr: 5.087e-02, eta: 2 days, 10:54:07, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5367, loss_cls: 3.2871, loss: 3.2871, grad_norm: 2.8016 2020-07-26 07:51:21,282 - mmaction - INFO - Epoch [90][1500/3757] lr: 5.087e-02, eta: 2 days, 10:53:53, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5062, loss_cls: 3.4052, loss: 3.4052, grad_norm: 2.7709 2020-07-26 07:51:32,658 - mmaction - INFO - Epoch [90][1520/3757] lr: 5.087e-02, eta: 2 days, 10:53:39, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5547, loss_cls: 3.3299, loss: 3.3299, grad_norm: 2.6808 2020-07-26 07:51:44,035 - mmaction - INFO - Epoch [90][1540/3757] lr: 5.087e-02, eta: 2 days, 10:53:24, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5227, loss_cls: 3.3095, loss: 3.3095, grad_norm: 2.7489 2020-07-26 07:51:55,390 - mmaction - INFO - Epoch [90][1560/3757] lr: 5.087e-02, eta: 2 days, 10:53:10, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5227, loss_cls: 3.4142, loss: 3.4142, grad_norm: 2.7608 2020-07-26 07:52:06,730 - mmaction - INFO - Epoch [90][1580/3757] lr: 5.087e-02, eta: 2 days, 10:52:56, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5320, loss_cls: 3.3266, loss: 3.3266, grad_norm: 2.7726 2020-07-26 07:52:18,167 - mmaction - INFO - Epoch [90][1600/3757] lr: 5.087e-02, eta: 2 days, 10:52:42, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5305, loss_cls: 3.3702, loss: 3.3702, grad_norm: 2.7642 2020-07-26 07:52:29,550 - mmaction - INFO - Epoch [90][1620/3757] lr: 5.087e-02, eta: 2 days, 10:52:27, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5234, loss_cls: 3.3020, loss: 3.3020, grad_norm: 2.7289 2020-07-26 07:52:41,088 - mmaction - INFO - Epoch [90][1640/3757] lr: 5.087e-02, eta: 2 days, 10:52:13, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5227, loss_cls: 3.3298, loss: 3.3298, grad_norm: 2.7767 2020-07-26 07:52:52,480 - mmaction - INFO - Epoch [90][1660/3757] lr: 5.087e-02, eta: 2 days, 10:51:59, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5516, loss_cls: 3.2237, loss: 3.2237, grad_norm: 2.6865 2020-07-26 07:53:03,995 - mmaction - INFO - Epoch [90][1680/3757] lr: 5.087e-02, eta: 2 days, 10:51:45, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5250, loss_cls: 3.4204, loss: 3.4204, grad_norm: 2.8017 2020-07-26 07:53:15,468 - mmaction - INFO - Epoch [90][1700/3757] lr: 5.087e-02, eta: 2 days, 10:51:31, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5297, loss_cls: 3.3456, loss: 3.3456, grad_norm: 2.6901 2020-07-26 07:53:26,835 - mmaction - INFO - Epoch [90][1720/3757] lr: 5.087e-02, eta: 2 days, 10:51:17, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5328, loss_cls: 3.3638, loss: 3.3638, grad_norm: 2.8635 2020-07-26 07:53:38,236 - mmaction - INFO - Epoch [90][1740/3757] lr: 5.087e-02, eta: 2 days, 10:51:03, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5398, loss_cls: 3.2732, loss: 3.2732, grad_norm: 2.7538 2020-07-26 07:53:49,714 - mmaction - INFO - Epoch [90][1760/3757] lr: 5.087e-02, eta: 2 days, 10:50:48, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5391, loss_cls: 3.3531, loss: 3.3531, grad_norm: 2.7959 2020-07-26 07:54:01,052 - mmaction - INFO - Epoch [90][1780/3757] lr: 5.087e-02, eta: 2 days, 10:50:34, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5406, loss_cls: 3.2957, loss: 3.2957, grad_norm: 2.7439 2020-07-26 07:54:12,447 - mmaction - INFO - Epoch [90][1800/3757] lr: 5.087e-02, eta: 2 days, 10:50:20, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5312, loss_cls: 3.3136, loss: 3.3136, grad_norm: 2.8121 2020-07-26 07:54:23,998 - mmaction - INFO - Epoch [90][1820/3757] lr: 5.087e-02, eta: 2 days, 10:50:06, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5250, loss_cls: 3.3409, loss: 3.3409, grad_norm: 2.8048 2020-07-26 07:54:35,392 - mmaction - INFO - Epoch [90][1840/3757] lr: 5.087e-02, eta: 2 days, 10:49:52, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5125, loss_cls: 3.4239, loss: 3.4239, grad_norm: 2.7325 2020-07-26 07:54:46,815 - mmaction - INFO - Epoch [90][1860/3757] lr: 5.087e-02, eta: 2 days, 10:49:38, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5469, loss_cls: 3.2691, loss: 3.2691, grad_norm: 2.6933 2020-07-26 07:54:58,234 - mmaction - INFO - Epoch [90][1880/3757] lr: 5.087e-02, eta: 2 days, 10:49:23, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5297, loss_cls: 3.3785, loss: 3.3785, grad_norm: 2.8046 2020-07-26 07:55:09,641 - mmaction - INFO - Epoch [90][1900/3757] lr: 5.087e-02, eta: 2 days, 10:49:09, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5219, loss_cls: 3.3825, loss: 3.3825, grad_norm: 2.7640 2020-07-26 07:55:21,175 - mmaction - INFO - Epoch [90][1920/3757] lr: 5.087e-02, eta: 2 days, 10:48:55, time: 0.576, data_time: 0.002, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5437, loss_cls: 3.2637, loss: 3.2637, grad_norm: 2.7381 2020-07-26 07:55:32,628 - mmaction - INFO - Epoch [90][1940/3757] lr: 5.087e-02, eta: 2 days, 10:48:41, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5344, loss_cls: 3.2961, loss: 3.2961, grad_norm: 2.7738 2020-07-26 07:55:44,022 - mmaction - INFO - Epoch [90][1960/3757] lr: 5.087e-02, eta: 2 days, 10:48:27, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5430, loss_cls: 3.3168, loss: 3.3168, grad_norm: 2.7075 2020-07-26 07:55:55,463 - mmaction - INFO - Epoch [90][1980/3757] lr: 5.087e-02, eta: 2 days, 10:48:13, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5375, loss_cls: 3.2737, loss: 3.2737, grad_norm: 2.7418 2020-07-26 07:56:06,899 - mmaction - INFO - Epoch [90][2000/3757] lr: 5.087e-02, eta: 2 days, 10:47:59, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5320, loss_cls: 3.2718, loss: 3.2718, grad_norm: 2.7919 2020-07-26 07:56:18,282 - mmaction - INFO - Epoch [90][2020/3757] lr: 5.087e-02, eta: 2 days, 10:47:44, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5406, loss_cls: 3.3279, loss: 3.3279, grad_norm: 2.7940 2020-07-26 07:56:29,714 - mmaction - INFO - Epoch [90][2040/3757] lr: 5.087e-02, eta: 2 days, 10:47:30, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5281, loss_cls: 3.3534, loss: 3.3534, grad_norm: 2.7693 2020-07-26 07:56:41,091 - mmaction - INFO - Epoch [90][2060/3757] lr: 5.087e-02, eta: 2 days, 10:47:16, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5266, loss_cls: 3.3826, loss: 3.3826, grad_norm: 2.7950 2020-07-26 07:56:52,570 - mmaction - INFO - Epoch [90][2080/3757] lr: 5.087e-02, eta: 2 days, 10:47:02, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5164, loss_cls: 3.3561, loss: 3.3561, grad_norm: 2.7355 2020-07-26 07:57:03,920 - mmaction - INFO - Epoch [90][2100/3757] lr: 5.087e-02, eta: 2 days, 10:46:48, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5414, loss_cls: 3.2818, loss: 3.2818, grad_norm: 2.7388 2020-07-26 07:57:15,318 - mmaction - INFO - Epoch [90][2120/3757] lr: 5.087e-02, eta: 2 days, 10:46:33, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5172, loss_cls: 3.3867, loss: 3.3867, grad_norm: 2.8043 2020-07-26 07:57:26,744 - mmaction - INFO - Epoch [90][2140/3757] lr: 5.087e-02, eta: 2 days, 10:46:19, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5242, loss_cls: 3.3869, loss: 3.3869, grad_norm: 2.7790 2020-07-26 07:57:38,118 - mmaction - INFO - Epoch [90][2160/3757] lr: 5.087e-02, eta: 2 days, 10:46:05, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5219, loss_cls: 3.3482, loss: 3.3482, grad_norm: 2.7713 2020-07-26 07:57:49,491 - mmaction - INFO - Epoch [90][2180/3757] lr: 5.087e-02, eta: 2 days, 10:45:51, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5250, loss_cls: 3.3989, loss: 3.3989, grad_norm: 2.7483 2020-07-26 07:58:00,797 - mmaction - INFO - Epoch [90][2200/3757] lr: 5.087e-02, eta: 2 days, 10:45:36, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5102, loss_cls: 3.4537, loss: 3.4537, grad_norm: 2.7835 2020-07-26 07:58:12,272 - mmaction - INFO - Epoch [90][2220/3757] lr: 5.087e-02, eta: 2 days, 10:45:22, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5531, loss_cls: 3.2958, loss: 3.2958, grad_norm: 2.7509 2020-07-26 07:58:23,761 - mmaction - INFO - Epoch [90][2240/3757] lr: 5.087e-02, eta: 2 days, 10:45:08, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5266, loss_cls: 3.3239, loss: 3.3239, grad_norm: 2.7761 2020-07-26 07:58:35,188 - mmaction - INFO - Epoch [90][2260/3757] lr: 5.087e-02, eta: 2 days, 10:44:54, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5242, loss_cls: 3.3303, loss: 3.3303, grad_norm: 2.8385 2020-07-26 07:58:46,653 - mmaction - INFO - Epoch [90][2280/3757] lr: 5.087e-02, eta: 2 days, 10:44:40, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5172, loss_cls: 3.3896, loss: 3.3896, grad_norm: 2.8226 2020-07-26 07:58:58,020 - mmaction - INFO - Epoch [90][2300/3757] lr: 5.087e-02, eta: 2 days, 10:44:26, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5453, loss_cls: 3.3182, loss: 3.3182, grad_norm: 2.7599 2020-07-26 07:59:09,408 - mmaction - INFO - Epoch [90][2320/3757] lr: 5.087e-02, eta: 2 days, 10:44:12, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5094, loss_cls: 3.4113, loss: 3.4113, grad_norm: 2.8142 2020-07-26 07:59:20,852 - mmaction - INFO - Epoch [90][2340/3757] lr: 5.087e-02, eta: 2 days, 10:43:57, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5422, loss_cls: 3.3098, loss: 3.3098, grad_norm: 2.7293 2020-07-26 07:59:32,254 - mmaction - INFO - Epoch [90][2360/3757] lr: 5.087e-02, eta: 2 days, 10:43:43, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5195, loss_cls: 3.3806, loss: 3.3806, grad_norm: 2.7618 2020-07-26 07:59:43,682 - mmaction - INFO - Epoch [90][2380/3757] lr: 5.087e-02, eta: 2 days, 10:43:29, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5062, loss_cls: 3.4074, loss: 3.4074, grad_norm: 2.7754 2020-07-26 07:59:55,174 - mmaction - INFO - Epoch [90][2400/3757] lr: 5.087e-02, eta: 2 days, 10:43:15, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5406, loss_cls: 3.2967, loss: 3.2967, grad_norm: 2.7197 2020-07-26 08:00:12,505 - mmaction - INFO - Epoch [90][2420/3757] lr: 5.087e-02, eta: 2 days, 10:43:10, time: 0.863, data_time: 0.003, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5242, loss_cls: 3.3600, loss: 3.3600, grad_norm: 2.7823 2020-07-26 08:00:23,982 - mmaction - INFO - Epoch [90][2440/3757] lr: 5.087e-02, eta: 2 days, 10:42:57, time: 0.578, data_time: 0.007, memory: 5232, top1_acc: 0.2953, top5_acc: 0.5359, loss_cls: 3.3090, loss: 3.3090, grad_norm: 2.6539 2020-07-26 08:00:35,482 - mmaction - INFO - Epoch [90][2460/3757] lr: 5.087e-02, eta: 2 days, 10:42:42, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5359, loss_cls: 3.3474, loss: 3.3474, grad_norm: 2.7254 2020-07-26 08:00:46,914 - mmaction - INFO - Epoch [90][2480/3757] lr: 5.087e-02, eta: 2 days, 10:42:28, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5219, loss_cls: 3.4040, loss: 3.4040, grad_norm: 2.8066 2020-07-26 08:00:58,345 - mmaction - INFO - Epoch [90][2500/3757] lr: 5.087e-02, eta: 2 days, 10:42:14, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5352, loss_cls: 3.3569, loss: 3.3569, grad_norm: 2.8002 2020-07-26 08:01:09,725 - mmaction - INFO - Epoch [90][2520/3757] lr: 5.087e-02, eta: 2 days, 10:42:00, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5305, loss_cls: 3.3627, loss: 3.3627, grad_norm: 2.7432 2020-07-26 08:01:21,063 - mmaction - INFO - Epoch [90][2540/3757] lr: 5.087e-02, eta: 2 days, 10:41:46, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5453, loss_cls: 3.2963, loss: 3.2963, grad_norm: 2.7276 2020-07-26 08:01:32,432 - mmaction - INFO - Epoch [90][2560/3757] lr: 5.087e-02, eta: 2 days, 10:41:31, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5508, loss_cls: 3.2032, loss: 3.2032, grad_norm: 2.7143 2020-07-26 08:01:43,871 - mmaction - INFO - Epoch [90][2580/3757] lr: 5.087e-02, eta: 2 days, 10:41:17, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5422, loss_cls: 3.2961, loss: 3.2961, grad_norm: 2.7133 2020-07-26 08:01:55,222 - mmaction - INFO - Epoch [90][2600/3757] lr: 5.087e-02, eta: 2 days, 10:41:03, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5328, loss_cls: 3.4004, loss: 3.4004, grad_norm: 2.8398 2020-07-26 08:02:06,623 - mmaction - INFO - Epoch [90][2620/3757] lr: 5.087e-02, eta: 2 days, 10:40:49, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5367, loss_cls: 3.2534, loss: 3.2534, grad_norm: 2.7582 2020-07-26 08:02:18,044 - mmaction - INFO - Epoch [90][2640/3757] lr: 5.087e-02, eta: 2 days, 10:40:35, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5242, loss_cls: 3.3543, loss: 3.3543, grad_norm: 2.8042 2020-07-26 08:02:29,406 - mmaction - INFO - Epoch [90][2660/3757] lr: 5.087e-02, eta: 2 days, 10:40:20, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5312, loss_cls: 3.3522, loss: 3.3522, grad_norm: 2.8141 2020-07-26 08:02:40,767 - mmaction - INFO - Epoch [90][2680/3757] lr: 5.087e-02, eta: 2 days, 10:40:06, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5328, loss_cls: 3.3364, loss: 3.3364, grad_norm: 2.7707 2020-07-26 08:02:52,175 - mmaction - INFO - Epoch [90][2700/3757] lr: 5.087e-02, eta: 2 days, 10:39:52, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5242, loss_cls: 3.3688, loss: 3.3688, grad_norm: 2.7455 2020-07-26 08:03:03,477 - mmaction - INFO - Epoch [90][2720/3757] lr: 5.087e-02, eta: 2 days, 10:39:38, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5469, loss_cls: 3.3242, loss: 3.3242, grad_norm: 2.7552 2020-07-26 08:03:14,898 - mmaction - INFO - Epoch [90][2740/3757] lr: 5.087e-02, eta: 2 days, 10:39:23, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5062, loss_cls: 3.3900, loss: 3.3900, grad_norm: 2.7289 2020-07-26 08:03:26,334 - mmaction - INFO - Epoch [90][2760/3757] lr: 5.087e-02, eta: 2 days, 10:39:09, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5141, loss_cls: 3.3513, loss: 3.3513, grad_norm: 2.7726 2020-07-26 08:03:37,729 - mmaction - INFO - Epoch [90][2780/3757] lr: 5.087e-02, eta: 2 days, 10:38:55, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5305, loss_cls: 3.3520, loss: 3.3520, grad_norm: 2.7570 2020-07-26 08:03:49,040 - mmaction - INFO - Epoch [90][2800/3757] lr: 5.087e-02, eta: 2 days, 10:38:41, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2953, top5_acc: 0.5242, loss_cls: 3.3112, loss: 3.3112, grad_norm: 2.7172 2020-07-26 08:04:00,435 - mmaction - INFO - Epoch [90][2820/3757] lr: 5.087e-02, eta: 2 days, 10:38:27, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5195, loss_cls: 3.3559, loss: 3.3559, grad_norm: 2.7609 2020-07-26 08:04:11,883 - mmaction - INFO - Epoch [90][2840/3757] lr: 5.087e-02, eta: 2 days, 10:38:13, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5422, loss_cls: 3.2944, loss: 3.2944, grad_norm: 2.7206 2020-07-26 08:04:23,309 - mmaction - INFO - Epoch [90][2860/3757] lr: 5.087e-02, eta: 2 days, 10:37:58, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5297, loss_cls: 3.3537, loss: 3.3537, grad_norm: 2.6757 2020-07-26 08:04:34,771 - mmaction - INFO - Epoch [90][2880/3757] lr: 5.087e-02, eta: 2 days, 10:37:44, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5398, loss_cls: 3.2957, loss: 3.2957, grad_norm: 2.7224 2020-07-26 08:04:46,207 - mmaction - INFO - Epoch [90][2900/3757] lr: 5.087e-02, eta: 2 days, 10:37:30, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5305, loss_cls: 3.3092, loss: 3.3092, grad_norm: 2.7260 2020-07-26 08:04:57,711 - mmaction - INFO - Epoch [90][2920/3757] lr: 5.087e-02, eta: 2 days, 10:37:16, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5250, loss_cls: 3.3735, loss: 3.3735, grad_norm: 2.7127 2020-07-26 08:05:09,140 - mmaction - INFO - Epoch [90][2940/3757] lr: 5.087e-02, eta: 2 days, 10:37:02, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5336, loss_cls: 3.3117, loss: 3.3117, grad_norm: 2.6506 2020-07-26 08:05:20,624 - mmaction - INFO - Epoch [90][2960/3757] lr: 5.087e-02, eta: 2 days, 10:36:48, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5406, loss_cls: 3.2551, loss: 3.2551, grad_norm: 2.7536 2020-07-26 08:05:32,070 - mmaction - INFO - Epoch [90][2980/3757] lr: 5.087e-02, eta: 2 days, 10:36:34, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5609, loss_cls: 3.1857, loss: 3.1857, grad_norm: 2.8130 2020-07-26 08:05:43,548 - mmaction - INFO - Epoch [90][3000/3757] lr: 5.087e-02, eta: 2 days, 10:36:20, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5461, loss_cls: 3.2762, loss: 3.2762, grad_norm: 2.9195 2020-07-26 08:05:54,969 - mmaction - INFO - Epoch [90][3020/3757] lr: 5.087e-02, eta: 2 days, 10:36:06, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5250, loss_cls: 3.3301, loss: 3.3301, grad_norm: 2.7994 2020-07-26 08:06:06,457 - mmaction - INFO - Epoch [90][3040/3757] lr: 5.087e-02, eta: 2 days, 10:35:52, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5312, loss_cls: 3.3564, loss: 3.3564, grad_norm: 2.7360 2020-07-26 08:06:18,292 - mmaction - INFO - Epoch [90][3060/3757] lr: 5.087e-02, eta: 2 days, 10:35:38, time: 0.592, data_time: 0.024, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5258, loss_cls: 3.3477, loss: 3.3477, grad_norm: 2.8047 2020-07-26 08:06:29,866 - mmaction - INFO - Epoch [90][3080/3757] lr: 5.087e-02, eta: 2 days, 10:35:24, time: 0.579, data_time: 0.018, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5195, loss_cls: 3.3401, loss: 3.3401, grad_norm: 2.7498 2020-07-26 08:06:41,554 - mmaction - INFO - Epoch [90][3100/3757] lr: 5.087e-02, eta: 2 days, 10:35:11, time: 0.584, data_time: 0.022, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5148, loss_cls: 3.3981, loss: 3.3981, grad_norm: 2.8052 2020-07-26 08:06:53,355 - mmaction - INFO - Epoch [90][3120/3757] lr: 5.087e-02, eta: 2 days, 10:34:57, time: 0.590, data_time: 0.019, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5266, loss_cls: 3.3862, loss: 3.3862, grad_norm: 2.7455 2020-07-26 08:07:05,132 - mmaction - INFO - Epoch [90][3140/3757] lr: 5.087e-02, eta: 2 days, 10:34:43, time: 0.589, data_time: 0.022, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5289, loss_cls: 3.3314, loss: 3.3314, grad_norm: 2.7343 2020-07-26 08:07:16,656 - mmaction - INFO - Epoch [90][3160/3757] lr: 5.087e-02, eta: 2 days, 10:34:30, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.5016, loss_cls: 3.4642, loss: 3.4642, grad_norm: 2.8238 2020-07-26 08:07:28,137 - mmaction - INFO - Epoch [90][3180/3757] lr: 5.087e-02, eta: 2 days, 10:34:15, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5414, loss_cls: 3.3788, loss: 3.3788, grad_norm: 2.6893 2020-07-26 08:07:39,575 - mmaction - INFO - Epoch [90][3200/3757] lr: 5.087e-02, eta: 2 days, 10:34:01, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5805, loss_cls: 3.1790, loss: 3.1790, grad_norm: 2.6726 2020-07-26 08:07:51,018 - mmaction - INFO - Epoch [90][3220/3757] lr: 5.087e-02, eta: 2 days, 10:33:47, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5070, loss_cls: 3.3806, loss: 3.3806, grad_norm: 2.8189 2020-07-26 08:08:02,439 - mmaction - INFO - Epoch [90][3240/3757] lr: 5.087e-02, eta: 2 days, 10:33:33, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5133, loss_cls: 3.3914, loss: 3.3914, grad_norm: 2.7861 2020-07-26 08:08:14,406 - mmaction - INFO - Epoch [90][3260/3757] lr: 5.087e-02, eta: 2 days, 10:33:20, time: 0.598, data_time: 0.029, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5359, loss_cls: 3.2231, loss: 3.2231, grad_norm: 2.6603 2020-07-26 08:08:26,154 - mmaction - INFO - Epoch [90][3280/3757] lr: 5.087e-02, eta: 2 days, 10:33:06, time: 0.587, data_time: 0.015, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5547, loss_cls: 3.2150, loss: 3.2150, grad_norm: 2.8142 2020-07-26 08:08:37,982 - mmaction - INFO - Epoch [90][3300/3757] lr: 5.087e-02, eta: 2 days, 10:32:53, time: 0.591, data_time: 0.024, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5188, loss_cls: 3.4353, loss: 3.4353, grad_norm: 2.8569 2020-07-26 08:08:49,649 - mmaction - INFO - Epoch [90][3320/3757] lr: 5.087e-02, eta: 2 days, 10:32:39, time: 0.584, data_time: 0.018, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5492, loss_cls: 3.2916, loss: 3.2916, grad_norm: 2.7794 2020-07-26 08:09:01,464 - mmaction - INFO - Epoch [90][3340/3757] lr: 5.087e-02, eta: 2 days, 10:32:26, time: 0.591, data_time: 0.023, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5258, loss_cls: 3.3530, loss: 3.3530, grad_norm: 2.7503 2020-07-26 08:09:12,932 - mmaction - INFO - Epoch [90][3360/3757] lr: 5.087e-02, eta: 2 days, 10:32:11, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2953, top5_acc: 0.5414, loss_cls: 3.3117, loss: 3.3117, grad_norm: 2.7380 2020-07-26 08:09:24,414 - mmaction - INFO - Epoch [90][3380/3757] lr: 5.087e-02, eta: 2 days, 10:31:57, time: 0.574, data_time: 0.015, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5289, loss_cls: 3.3540, loss: 3.3540, grad_norm: 2.7567 2020-07-26 08:09:35,957 - mmaction - INFO - Epoch [90][3400/3757] lr: 5.087e-02, eta: 2 days, 10:31:43, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5414, loss_cls: 3.3219, loss: 3.3219, grad_norm: 2.6981 2020-07-26 08:09:47,839 - mmaction - INFO - Epoch [90][3420/3757] lr: 5.087e-02, eta: 2 days, 10:31:30, time: 0.595, data_time: 0.023, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5672, loss_cls: 3.1253, loss: 3.1253, grad_norm: 2.6539 2020-07-26 08:09:59,627 - mmaction - INFO - Epoch [90][3440/3757] lr: 5.087e-02, eta: 2 days, 10:31:17, time: 0.589, data_time: 0.018, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5477, loss_cls: 3.3093, loss: 3.3093, grad_norm: 2.7883 2020-07-26 08:10:11,470 - mmaction - INFO - Epoch [90][3460/3757] lr: 5.087e-02, eta: 2 days, 10:31:03, time: 0.592, data_time: 0.025, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5484, loss_cls: 3.2315, loss: 3.2315, grad_norm: 2.7453 2020-07-26 08:10:23,146 - mmaction - INFO - Epoch [90][3480/3757] lr: 5.087e-02, eta: 2 days, 10:30:49, time: 0.584, data_time: 0.019, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5484, loss_cls: 3.2982, loss: 3.2982, grad_norm: 2.7974 2020-07-26 08:10:34,632 - mmaction - INFO - Epoch [90][3500/3757] lr: 5.087e-02, eta: 2 days, 10:30:35, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5563, loss_cls: 3.2069, loss: 3.2069, grad_norm: 2.7867 2020-07-26 08:10:46,032 - mmaction - INFO - Epoch [90][3520/3757] lr: 5.087e-02, eta: 2 days, 10:30:21, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5164, loss_cls: 3.3726, loss: 3.3726, grad_norm: 2.8189 2020-07-26 08:10:57,522 - mmaction - INFO - Epoch [90][3540/3757] lr: 5.087e-02, eta: 2 days, 10:30:07, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5391, loss_cls: 3.3115, loss: 3.3115, grad_norm: 2.7739 2020-07-26 08:11:08,970 - mmaction - INFO - Epoch [90][3560/3757] lr: 5.087e-02, eta: 2 days, 10:29:53, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5094, loss_cls: 3.4222, loss: 3.4222, grad_norm: 2.7641 2020-07-26 08:11:20,455 - mmaction - INFO - Epoch [90][3580/3757] lr: 5.087e-02, eta: 2 days, 10:29:39, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5430, loss_cls: 3.2469, loss: 3.2469, grad_norm: 2.7618 2020-07-26 08:11:31,887 - mmaction - INFO - Epoch [90][3600/3757] lr: 5.087e-02, eta: 2 days, 10:29:25, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5180, loss_cls: 3.3784, loss: 3.3784, grad_norm: 2.8008 2020-07-26 08:11:43,294 - mmaction - INFO - Epoch [90][3620/3757] lr: 5.087e-02, eta: 2 days, 10:29:11, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5000, loss_cls: 3.4733, loss: 3.4733, grad_norm: 2.7789 2020-07-26 08:11:54,621 - mmaction - INFO - Epoch [90][3640/3757] lr: 5.087e-02, eta: 2 days, 10:28:57, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5047, loss_cls: 3.3887, loss: 3.3887, grad_norm: 2.7025 2020-07-26 08:12:06,067 - mmaction - INFO - Epoch [90][3660/3757] lr: 5.087e-02, eta: 2 days, 10:28:42, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5102, loss_cls: 3.4476, loss: 3.4476, grad_norm: 2.7587 2020-07-26 08:12:17,421 - mmaction - INFO - Epoch [90][3680/3757] lr: 5.087e-02, eta: 2 days, 10:28:28, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5281, loss_cls: 3.3564, loss: 3.3564, grad_norm: 2.7237 2020-07-26 08:12:28,867 - mmaction - INFO - Epoch [90][3700/3757] lr: 5.087e-02, eta: 2 days, 10:28:14, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2453, top5_acc: 0.5117, loss_cls: 3.4439, loss: 3.4439, grad_norm: 2.8001 2020-07-26 08:12:40,235 - mmaction - INFO - Epoch [90][3720/3757] lr: 5.087e-02, eta: 2 days, 10:28:00, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5062, loss_cls: 3.4292, loss: 3.4292, grad_norm: 2.8166 2020-07-26 08:12:51,739 - mmaction - INFO - Epoch [90][3740/3757] lr: 5.087e-02, eta: 2 days, 10:27:46, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5070, loss_cls: 3.4037, loss: 3.4037, grad_norm: 2.7539 2020-07-26 08:13:08,284 - mmaction - INFO - Saving checkpoint at 90 epochs 2020-07-26 08:16:09,416 - mmaction - INFO - Epoch [91][20/3757] lr: 5.000e-02, eta: 2 days, 10:31:38, time: 8.955, data_time: 8.261, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5234, loss_cls: 3.3354, loss: 3.3354, grad_norm: 2.7037 2020-07-26 08:16:20,768 - mmaction - INFO - Epoch [91][40/3757] lr: 5.000e-02, eta: 2 days, 10:31:24, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5344, loss_cls: 3.3541, loss: 3.3541, grad_norm: 2.6853 2020-07-26 08:16:32,196 - mmaction - INFO - Epoch [91][60/3757] lr: 5.000e-02, eta: 2 days, 10:31:10, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5398, loss_cls: 3.3410, loss: 3.3410, grad_norm: 2.8059 2020-07-26 08:16:43,618 - mmaction - INFO - Epoch [91][80/3757] lr: 5.000e-02, eta: 2 days, 10:30:56, time: 0.571, data_time: 0.006, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5273, loss_cls: 3.3236, loss: 3.3236, grad_norm: 2.7482 2020-07-26 08:16:55,039 - mmaction - INFO - Epoch [91][100/3757] lr: 5.000e-02, eta: 2 days, 10:30:41, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5516, loss_cls: 3.2696, loss: 3.2696, grad_norm: 2.7734 2020-07-26 08:17:06,401 - mmaction - INFO - Epoch [91][120/3757] lr: 5.000e-02, eta: 2 days, 10:30:27, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5484, loss_cls: 3.2169, loss: 3.2169, grad_norm: 2.7421 2020-07-26 08:17:17,774 - mmaction - INFO - Epoch [91][140/3757] lr: 5.000e-02, eta: 2 days, 10:30:13, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5336, loss_cls: 3.3012, loss: 3.3012, grad_norm: 2.8178 2020-07-26 08:17:29,171 - mmaction - INFO - Epoch [91][160/3757] lr: 5.000e-02, eta: 2 days, 10:29:59, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5578, loss_cls: 3.2261, loss: 3.2261, grad_norm: 2.7227 2020-07-26 08:17:40,471 - mmaction - INFO - Epoch [91][180/3757] lr: 5.000e-02, eta: 2 days, 10:29:44, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5750, loss_cls: 3.2244, loss: 3.2244, grad_norm: 2.7614 2020-07-26 08:17:51,849 - mmaction - INFO - Epoch [91][200/3757] lr: 5.000e-02, eta: 2 days, 10:29:30, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5273, loss_cls: 3.3466, loss: 3.3466, grad_norm: 2.7814 2020-07-26 08:18:03,222 - mmaction - INFO - Epoch [91][220/3757] lr: 5.000e-02, eta: 2 days, 10:29:16, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5219, loss_cls: 3.3302, loss: 3.3302, grad_norm: 2.7753 2020-07-26 08:18:14,593 - mmaction - INFO - Epoch [91][240/3757] lr: 5.000e-02, eta: 2 days, 10:29:02, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5461, loss_cls: 3.3003, loss: 3.3003, grad_norm: 2.8288 2020-07-26 08:18:25,933 - mmaction - INFO - Epoch [91][260/3757] lr: 5.000e-02, eta: 2 days, 10:28:47, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5195, loss_cls: 3.3401, loss: 3.3401, grad_norm: 2.7826 2020-07-26 08:18:37,297 - mmaction - INFO - Epoch [91][280/3757] lr: 5.000e-02, eta: 2 days, 10:28:33, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5422, loss_cls: 3.2782, loss: 3.2782, grad_norm: 2.7834 2020-07-26 08:18:48,967 - mmaction - INFO - Epoch [91][300/3757] lr: 5.000e-02, eta: 2 days, 10:28:19, time: 0.584, data_time: 0.018, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5328, loss_cls: 3.2499, loss: 3.2499, grad_norm: 2.7979 2020-07-26 08:19:00,386 - mmaction - INFO - Epoch [91][320/3757] lr: 5.000e-02, eta: 2 days, 10:28:05, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5070, loss_cls: 3.4099, loss: 3.4099, grad_norm: 2.7432 2020-07-26 08:19:11,828 - mmaction - INFO - Epoch [91][340/3757] lr: 5.000e-02, eta: 2 days, 10:27:51, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5219, loss_cls: 3.3046, loss: 3.3046, grad_norm: 2.7858 2020-07-26 08:19:23,249 - mmaction - INFO - Epoch [91][360/3757] lr: 5.000e-02, eta: 2 days, 10:27:37, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5352, loss_cls: 3.3324, loss: 3.3324, grad_norm: 2.8095 2020-07-26 08:19:34,659 - mmaction - INFO - Epoch [91][380/3757] lr: 5.000e-02, eta: 2 days, 10:27:23, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5344, loss_cls: 3.3438, loss: 3.3438, grad_norm: 2.7760 2020-07-26 08:19:45,978 - mmaction - INFO - Epoch [91][400/3757] lr: 5.000e-02, eta: 2 days, 10:27:08, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.5281, loss_cls: 3.3582, loss: 3.3582, grad_norm: 2.7643 2020-07-26 08:19:57,297 - mmaction - INFO - Epoch [91][420/3757] lr: 5.000e-02, eta: 2 days, 10:26:54, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5156, loss_cls: 3.3830, loss: 3.3830, grad_norm: 2.7309 2020-07-26 08:20:08,750 - mmaction - INFO - Epoch [91][440/3757] lr: 5.000e-02, eta: 2 days, 10:26:40, time: 0.572, data_time: 0.017, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5398, loss_cls: 3.3000, loss: 3.3000, grad_norm: 2.8004 2020-07-26 08:20:20,202 - mmaction - INFO - Epoch [91][460/3757] lr: 5.000e-02, eta: 2 days, 10:26:26, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5469, loss_cls: 3.2952, loss: 3.2952, grad_norm: 2.8330 2020-07-26 08:20:31,624 - mmaction - INFO - Epoch [91][480/3757] lr: 5.000e-02, eta: 2 days, 10:26:12, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5602, loss_cls: 3.2018, loss: 3.2018, grad_norm: 2.7340 2020-07-26 08:20:43,095 - mmaction - INFO - Epoch [91][500/3757] lr: 5.000e-02, eta: 2 days, 10:25:58, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5305, loss_cls: 3.3619, loss: 3.3619, grad_norm: 2.8218 2020-07-26 08:20:54,505 - mmaction - INFO - Epoch [91][520/3757] lr: 5.000e-02, eta: 2 days, 10:25:43, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5141, loss_cls: 3.3770, loss: 3.3770, grad_norm: 2.7897 2020-07-26 08:21:05,799 - mmaction - INFO - Epoch [91][540/3757] lr: 5.000e-02, eta: 2 days, 10:25:29, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5250, loss_cls: 3.3434, loss: 3.3434, grad_norm: 2.7620 2020-07-26 08:21:17,300 - mmaction - INFO - Epoch [91][560/3757] lr: 5.000e-02, eta: 2 days, 10:25:15, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5305, loss_cls: 3.2613, loss: 3.2613, grad_norm: 2.8264 2020-07-26 08:21:28,940 - mmaction - INFO - Epoch [91][580/3757] lr: 5.000e-02, eta: 2 days, 10:25:01, time: 0.582, data_time: 0.017, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5344, loss_cls: 3.3456, loss: 3.3456, grad_norm: 2.7928 2020-07-26 08:21:40,332 - mmaction - INFO - Epoch [91][600/3757] lr: 5.000e-02, eta: 2 days, 10:24:47, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5648, loss_cls: 3.1976, loss: 3.1976, grad_norm: 2.7397 2020-07-26 08:21:51,778 - mmaction - INFO - Epoch [91][620/3757] lr: 5.000e-02, eta: 2 days, 10:24:33, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5211, loss_cls: 3.3386, loss: 3.3386, grad_norm: 2.7855 2020-07-26 08:22:03,198 - mmaction - INFO - Epoch [91][640/3757] lr: 5.000e-02, eta: 2 days, 10:24:19, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5328, loss_cls: 3.3169, loss: 3.3169, grad_norm: 2.7953 2020-07-26 08:22:14,692 - mmaction - INFO - Epoch [91][660/3757] lr: 5.000e-02, eta: 2 days, 10:24:05, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5172, loss_cls: 3.3936, loss: 3.3936, grad_norm: 2.8448 2020-07-26 08:22:26,117 - mmaction - INFO - Epoch [91][680/3757] lr: 5.000e-02, eta: 2 days, 10:23:51, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5312, loss_cls: 3.3123, loss: 3.3123, grad_norm: 2.7561 2020-07-26 08:22:37,600 - mmaction - INFO - Epoch [91][700/3757] lr: 5.000e-02, eta: 2 days, 10:23:37, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5383, loss_cls: 3.3171, loss: 3.3171, grad_norm: 2.7754 2020-07-26 08:22:49,022 - mmaction - INFO - Epoch [91][720/3757] lr: 5.000e-02, eta: 2 days, 10:23:22, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5461, loss_cls: 3.2767, loss: 3.2767, grad_norm: 2.8038 2020-07-26 08:23:00,455 - mmaction - INFO - Epoch [91][740/3757] lr: 5.000e-02, eta: 2 days, 10:23:08, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5312, loss_cls: 3.2895, loss: 3.2895, grad_norm: 2.7582 2020-07-26 08:23:11,816 - mmaction - INFO - Epoch [91][760/3757] lr: 5.000e-02, eta: 2 days, 10:22:54, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2641, top5_acc: 0.5000, loss_cls: 3.4464, loss: 3.4464, grad_norm: 2.8210 2020-07-26 08:23:23,294 - mmaction - INFO - Epoch [91][780/3757] lr: 5.000e-02, eta: 2 days, 10:22:40, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5289, loss_cls: 3.3550, loss: 3.3550, grad_norm: 2.7120 2020-07-26 08:23:34,759 - mmaction - INFO - Epoch [91][800/3757] lr: 5.000e-02, eta: 2 days, 10:22:26, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5266, loss_cls: 3.3454, loss: 3.3454, grad_norm: 2.7815 2020-07-26 08:23:46,191 - mmaction - INFO - Epoch [91][820/3757] lr: 5.000e-02, eta: 2 days, 10:22:12, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5367, loss_cls: 3.3033, loss: 3.3033, grad_norm: 2.7671 2020-07-26 08:23:57,622 - mmaction - INFO - Epoch [91][840/3757] lr: 5.000e-02, eta: 2 days, 10:21:58, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5258, loss_cls: 3.2923, loss: 3.2923, grad_norm: 2.7837 2020-07-26 08:24:08,986 - mmaction - INFO - Epoch [91][860/3757] lr: 5.000e-02, eta: 2 days, 10:21:43, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5164, loss_cls: 3.4174, loss: 3.4174, grad_norm: 2.8961 2020-07-26 08:24:20,480 - mmaction - INFO - Epoch [91][880/3757] lr: 5.000e-02, eta: 2 days, 10:21:29, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5359, loss_cls: 3.3194, loss: 3.3194, grad_norm: 2.7782 2020-07-26 08:24:31,882 - mmaction - INFO - Epoch [91][900/3757] lr: 5.000e-02, eta: 2 days, 10:21:15, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5344, loss_cls: 3.3365, loss: 3.3365, grad_norm: 2.7272 2020-07-26 08:24:43,398 - mmaction - INFO - Epoch [91][920/3757] lr: 5.000e-02, eta: 2 days, 10:21:01, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5258, loss_cls: 3.3575, loss: 3.3575, grad_norm: 2.7681 2020-07-26 08:24:54,854 - mmaction - INFO - Epoch [91][940/3757] lr: 5.000e-02, eta: 2 days, 10:20:47, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5453, loss_cls: 3.2715, loss: 3.2715, grad_norm: 2.7715 2020-07-26 08:25:06,541 - mmaction - INFO - Epoch [91][960/3757] lr: 5.000e-02, eta: 2 days, 10:20:33, time: 0.584, data_time: 0.017, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5234, loss_cls: 3.3161, loss: 3.3161, grad_norm: 2.7613 2020-07-26 08:25:17,971 - mmaction - INFO - Epoch [91][980/3757] lr: 5.000e-02, eta: 2 days, 10:20:19, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5289, loss_cls: 3.3433, loss: 3.3433, grad_norm: 2.8625 2020-07-26 08:25:29,445 - mmaction - INFO - Epoch [91][1000/3757] lr: 5.000e-02, eta: 2 days, 10:20:05, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5414, loss_cls: 3.2891, loss: 3.2891, grad_norm: 2.7919 2020-07-26 08:25:40,880 - mmaction - INFO - Epoch [91][1020/3757] lr: 5.000e-02, eta: 2 days, 10:19:51, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5398, loss_cls: 3.2733, loss: 3.2733, grad_norm: 2.7266 2020-07-26 08:25:52,378 - mmaction - INFO - Epoch [91][1040/3757] lr: 5.000e-02, eta: 2 days, 10:19:37, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5258, loss_cls: 3.3216, loss: 3.3216, grad_norm: 2.7290 2020-07-26 08:26:03,704 - mmaction - INFO - Epoch [91][1060/3757] lr: 5.000e-02, eta: 2 days, 10:19:23, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5484, loss_cls: 3.3329, loss: 3.3329, grad_norm: 2.7828 2020-07-26 08:26:15,011 - mmaction - INFO - Epoch [91][1080/3757] lr: 5.000e-02, eta: 2 days, 10:19:08, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5305, loss_cls: 3.3067, loss: 3.3067, grad_norm: 2.6669 2020-07-26 08:26:26,465 - mmaction - INFO - Epoch [91][1100/3757] lr: 5.000e-02, eta: 2 days, 10:18:54, time: 0.573, data_time: 0.010, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5172, loss_cls: 3.4132, loss: 3.4132, grad_norm: 2.7479 2020-07-26 08:26:37,825 - mmaction - INFO - Epoch [91][1120/3757] lr: 5.000e-02, eta: 2 days, 10:18:40, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5367, loss_cls: 3.3753, loss: 3.3753, grad_norm: 2.8317 2020-07-26 08:26:49,298 - mmaction - INFO - Epoch [91][1140/3757] lr: 5.000e-02, eta: 2 days, 10:18:26, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5375, loss_cls: 3.3598, loss: 3.3598, grad_norm: 2.7369 2020-07-26 08:27:00,540 - mmaction - INFO - Epoch [91][1160/3757] lr: 5.000e-02, eta: 2 days, 10:18:12, time: 0.562, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5305, loss_cls: 3.3581, loss: 3.3581, grad_norm: 2.7259 2020-07-26 08:27:12,032 - mmaction - INFO - Epoch [91][1180/3757] lr: 5.000e-02, eta: 2 days, 10:17:58, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5234, loss_cls: 3.3681, loss: 3.3681, grad_norm: 2.8740 2020-07-26 08:27:23,500 - mmaction - INFO - Epoch [91][1200/3757] lr: 5.000e-02, eta: 2 days, 10:17:44, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5375, loss_cls: 3.2771, loss: 3.2771, grad_norm: 2.8240 2020-07-26 08:27:34,917 - mmaction - INFO - Epoch [91][1220/3757] lr: 5.000e-02, eta: 2 days, 10:17:29, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5477, loss_cls: 3.2573, loss: 3.2573, grad_norm: 2.8495 2020-07-26 08:27:46,494 - mmaction - INFO - Epoch [91][1240/3757] lr: 5.000e-02, eta: 2 days, 10:17:16, time: 0.579, data_time: 0.015, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5195, loss_cls: 3.3535, loss: 3.3535, grad_norm: 2.9255 2020-07-26 08:27:57,991 - mmaction - INFO - Epoch [91][1260/3757] lr: 5.000e-02, eta: 2 days, 10:17:02, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5156, loss_cls: 3.3442, loss: 3.3442, grad_norm: 2.7645 2020-07-26 08:28:09,471 - mmaction - INFO - Epoch [91][1280/3757] lr: 5.000e-02, eta: 2 days, 10:16:48, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5617, loss_cls: 3.2805, loss: 3.2805, grad_norm: 2.8992 2020-07-26 08:28:20,997 - mmaction - INFO - Epoch [91][1300/3757] lr: 5.000e-02, eta: 2 days, 10:16:34, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5172, loss_cls: 3.3836, loss: 3.3836, grad_norm: 2.8255 2020-07-26 08:28:32,438 - mmaction - INFO - Epoch [91][1320/3757] lr: 5.000e-02, eta: 2 days, 10:16:19, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5508, loss_cls: 3.3027, loss: 3.3027, grad_norm: 2.8251 2020-07-26 08:28:43,930 - mmaction - INFO - Epoch [91][1340/3757] lr: 5.000e-02, eta: 2 days, 10:16:05, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5367, loss_cls: 3.2751, loss: 3.2751, grad_norm: 2.8173 2020-07-26 08:28:55,394 - mmaction - INFO - Epoch [91][1360/3757] lr: 5.000e-02, eta: 2 days, 10:15:51, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5258, loss_cls: 3.3530, loss: 3.3530, grad_norm: 2.8258 2020-07-26 08:29:06,913 - mmaction - INFO - Epoch [91][1380/3757] lr: 5.000e-02, eta: 2 days, 10:15:37, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5539, loss_cls: 3.2617, loss: 3.2617, grad_norm: 2.7788 2020-07-26 08:29:18,387 - mmaction - INFO - Epoch [91][1400/3757] lr: 5.000e-02, eta: 2 days, 10:15:23, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5453, loss_cls: 3.2725, loss: 3.2725, grad_norm: 2.8606 2020-07-26 08:29:29,814 - mmaction - INFO - Epoch [91][1420/3757] lr: 5.000e-02, eta: 2 days, 10:15:09, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5242, loss_cls: 3.3192, loss: 3.3192, grad_norm: 2.8099 2020-07-26 08:29:41,478 - mmaction - INFO - Epoch [91][1440/3757] lr: 5.000e-02, eta: 2 days, 10:14:55, time: 0.584, data_time: 0.023, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5312, loss_cls: 3.3023, loss: 3.3023, grad_norm: 2.7329 2020-07-26 08:29:52,888 - mmaction - INFO - Epoch [91][1460/3757] lr: 5.000e-02, eta: 2 days, 10:14:41, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5375, loss_cls: 3.3296, loss: 3.3296, grad_norm: 2.7623 2020-07-26 08:30:04,340 - mmaction - INFO - Epoch [91][1480/3757] lr: 5.000e-02, eta: 2 days, 10:14:27, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2953, top5_acc: 0.5352, loss_cls: 3.2833, loss: 3.2833, grad_norm: 2.8227 2020-07-26 08:30:15,789 - mmaction - INFO - Epoch [91][1500/3757] lr: 5.000e-02, eta: 2 days, 10:14:13, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5141, loss_cls: 3.4744, loss: 3.4744, grad_norm: 2.8512 2020-07-26 08:30:27,320 - mmaction - INFO - Epoch [91][1520/3757] lr: 5.000e-02, eta: 2 days, 10:13:59, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5086, loss_cls: 3.3689, loss: 3.3689, grad_norm: 2.8018 2020-07-26 08:30:38,761 - mmaction - INFO - Epoch [91][1540/3757] lr: 5.000e-02, eta: 2 days, 10:13:45, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5180, loss_cls: 3.4013, loss: 3.4013, grad_norm: 2.7942 2020-07-26 08:30:50,296 - mmaction - INFO - Epoch [91][1560/3757] lr: 5.000e-02, eta: 2 days, 10:13:31, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5219, loss_cls: 3.3604, loss: 3.3604, grad_norm: 2.8715 2020-07-26 08:31:01,615 - mmaction - INFO - Epoch [91][1580/3757] lr: 5.000e-02, eta: 2 days, 10:13:17, time: 0.566, data_time: 0.001, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5453, loss_cls: 3.2400, loss: 3.2400, grad_norm: 2.7946 2020-07-26 08:31:12,970 - mmaction - INFO - Epoch [91][1600/3757] lr: 5.000e-02, eta: 2 days, 10:13:03, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5117, loss_cls: 3.3983, loss: 3.3983, grad_norm: 2.7683 2020-07-26 08:31:24,361 - mmaction - INFO - Epoch [91][1620/3757] lr: 5.000e-02, eta: 2 days, 10:12:48, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5070, loss_cls: 3.4212, loss: 3.4212, grad_norm: 2.7999 2020-07-26 08:31:35,705 - mmaction - INFO - Epoch [91][1640/3757] lr: 5.000e-02, eta: 2 days, 10:12:34, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5602, loss_cls: 3.2169, loss: 3.2169, grad_norm: 2.7507 2020-07-26 08:31:47,111 - mmaction - INFO - Epoch [91][1660/3757] lr: 5.000e-02, eta: 2 days, 10:12:20, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5422, loss_cls: 3.2531, loss: 3.2531, grad_norm: 2.8244 2020-07-26 08:31:58,544 - mmaction - INFO - Epoch [91][1680/3757] lr: 5.000e-02, eta: 2 days, 10:12:06, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5195, loss_cls: 3.3604, loss: 3.3604, grad_norm: 2.8018 2020-07-26 08:32:10,074 - mmaction - INFO - Epoch [91][1700/3757] lr: 5.000e-02, eta: 2 days, 10:11:52, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5242, loss_cls: 3.3611, loss: 3.3611, grad_norm: 2.7162 2020-07-26 08:32:21,574 - mmaction - INFO - Epoch [91][1720/3757] lr: 5.000e-02, eta: 2 days, 10:11:38, time: 0.575, data_time: 0.002, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5297, loss_cls: 3.2931, loss: 3.2931, grad_norm: 2.7492 2020-07-26 08:32:32,927 - mmaction - INFO - Epoch [91][1740/3757] lr: 5.000e-02, eta: 2 days, 10:11:24, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5359, loss_cls: 3.2728, loss: 3.2728, grad_norm: 2.8169 2020-07-26 08:32:44,345 - mmaction - INFO - Epoch [91][1760/3757] lr: 5.000e-02, eta: 2 days, 10:11:10, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5617, loss_cls: 3.2248, loss: 3.2248, grad_norm: 2.7895 2020-07-26 08:32:55,765 - mmaction - INFO - Epoch [91][1780/3757] lr: 5.000e-02, eta: 2 days, 10:10:56, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5531, loss_cls: 3.2319, loss: 3.2319, grad_norm: 2.7576 2020-07-26 08:33:07,272 - mmaction - INFO - Epoch [91][1800/3757] lr: 5.000e-02, eta: 2 days, 10:10:42, time: 0.575, data_time: 0.002, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5422, loss_cls: 3.3027, loss: 3.3027, grad_norm: 2.8057 2020-07-26 08:33:18,635 - mmaction - INFO - Epoch [91][1820/3757] lr: 5.000e-02, eta: 2 days, 10:10:27, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5359, loss_cls: 3.3503, loss: 3.3503, grad_norm: 2.8010 2020-07-26 08:33:30,179 - mmaction - INFO - Epoch [91][1840/3757] lr: 5.000e-02, eta: 2 days, 10:10:13, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5422, loss_cls: 3.2536, loss: 3.2536, grad_norm: 2.8660 2020-07-26 08:33:41,823 - mmaction - INFO - Epoch [91][1860/3757] lr: 5.000e-02, eta: 2 days, 10:10:00, time: 0.582, data_time: 0.014, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5219, loss_cls: 3.4028, loss: 3.4028, grad_norm: 2.8346 2020-07-26 08:33:53,305 - mmaction - INFO - Epoch [91][1880/3757] lr: 5.000e-02, eta: 2 days, 10:09:46, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5148, loss_cls: 3.3565, loss: 3.3565, grad_norm: 2.7055 2020-07-26 08:34:04,712 - mmaction - INFO - Epoch [91][1900/3757] lr: 5.000e-02, eta: 2 days, 10:09:31, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5203, loss_cls: 3.3743, loss: 3.3743, grad_norm: 2.7927 2020-07-26 08:34:16,279 - mmaction - INFO - Epoch [91][1920/3757] lr: 5.000e-02, eta: 2 days, 10:09:18, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5234, loss_cls: 3.3407, loss: 3.3407, grad_norm: 2.7759 2020-07-26 08:34:27,656 - mmaction - INFO - Epoch [91][1940/3757] lr: 5.000e-02, eta: 2 days, 10:09:03, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5406, loss_cls: 3.3368, loss: 3.3368, grad_norm: 2.7887 2020-07-26 08:34:39,005 - mmaction - INFO - Epoch [91][1960/3757] lr: 5.000e-02, eta: 2 days, 10:08:49, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5172, loss_cls: 3.4060, loss: 3.4060, grad_norm: 2.9045 2020-07-26 08:34:50,472 - mmaction - INFO - Epoch [91][1980/3757] lr: 5.000e-02, eta: 2 days, 10:08:35, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5367, loss_cls: 3.3345, loss: 3.3345, grad_norm: 2.7434 2020-07-26 08:35:01,886 - mmaction - INFO - Epoch [91][2000/3757] lr: 5.000e-02, eta: 2 days, 10:08:21, time: 0.571, data_time: 0.001, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5219, loss_cls: 3.4299, loss: 3.4299, grad_norm: 2.8198 2020-07-26 08:35:13,307 - mmaction - INFO - Epoch [91][2020/3757] lr: 5.000e-02, eta: 2 days, 10:08:07, time: 0.571, data_time: 0.001, memory: 5232, top1_acc: 0.2531, top5_acc: 0.5250, loss_cls: 3.4160, loss: 3.4160, grad_norm: 2.7914 2020-07-26 08:35:24,765 - mmaction - INFO - Epoch [91][2040/3757] lr: 5.000e-02, eta: 2 days, 10:07:53, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5188, loss_cls: 3.4662, loss: 3.4662, grad_norm: 2.7818 2020-07-26 08:35:36,747 - mmaction - INFO - Epoch [91][2060/3757] lr: 5.000e-02, eta: 2 days, 10:07:40, time: 0.599, data_time: 0.028, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5172, loss_cls: 3.3508, loss: 3.3508, grad_norm: 2.7292 2020-07-26 08:35:48,155 - mmaction - INFO - Epoch [91][2080/3757] lr: 5.000e-02, eta: 2 days, 10:07:25, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5289, loss_cls: 3.3934, loss: 3.3934, grad_norm: 2.6862 2020-07-26 08:35:59,588 - mmaction - INFO - Epoch [91][2100/3757] lr: 5.000e-02, eta: 2 days, 10:07:11, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5234, loss_cls: 3.2979, loss: 3.2979, grad_norm: 2.7375 2020-07-26 08:36:10,961 - mmaction - INFO - Epoch [91][2120/3757] lr: 5.000e-02, eta: 2 days, 10:06:57, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5180, loss_cls: 3.4032, loss: 3.4032, grad_norm: 2.7641 2020-07-26 08:36:22,383 - mmaction - INFO - Epoch [91][2140/3757] lr: 5.000e-02, eta: 2 days, 10:06:43, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5547, loss_cls: 3.1666, loss: 3.1666, grad_norm: 2.6596 2020-07-26 08:36:33,812 - mmaction - INFO - Epoch [91][2160/3757] lr: 5.000e-02, eta: 2 days, 10:06:29, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5570, loss_cls: 3.2698, loss: 3.2698, grad_norm: 2.8987 2020-07-26 08:36:45,262 - mmaction - INFO - Epoch [91][2180/3757] lr: 5.000e-02, eta: 2 days, 10:06:15, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5367, loss_cls: 3.3163, loss: 3.3163, grad_norm: 2.7884 2020-07-26 08:36:56,904 - mmaction - INFO - Epoch [91][2200/3757] lr: 5.000e-02, eta: 2 days, 10:06:01, time: 0.582, data_time: 0.020, memory: 5232, top1_acc: 0.2953, top5_acc: 0.5555, loss_cls: 3.2672, loss: 3.2672, grad_norm: 2.7787 2020-07-26 08:37:08,335 - mmaction - INFO - Epoch [91][2220/3757] lr: 5.000e-02, eta: 2 days, 10:05:47, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5648, loss_cls: 3.2350, loss: 3.2350, grad_norm: 2.7596 2020-07-26 08:37:19,828 - mmaction - INFO - Epoch [91][2240/3757] lr: 5.000e-02, eta: 2 days, 10:05:33, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5156, loss_cls: 3.4335, loss: 3.4335, grad_norm: 2.8784 2020-07-26 08:37:31,340 - mmaction - INFO - Epoch [91][2260/3757] lr: 5.000e-02, eta: 2 days, 10:05:19, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5328, loss_cls: 3.3518, loss: 3.3518, grad_norm: 2.8707 2020-07-26 08:37:42,791 - mmaction - INFO - Epoch [91][2280/3757] lr: 5.000e-02, eta: 2 days, 10:05:05, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2383, top5_acc: 0.5008, loss_cls: 3.4771, loss: 3.4771, grad_norm: 2.8557 2020-07-26 08:37:54,620 - mmaction - INFO - Epoch [91][2300/3757] lr: 5.000e-02, eta: 2 days, 10:04:52, time: 0.592, data_time: 0.026, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5617, loss_cls: 3.2432, loss: 3.2432, grad_norm: 2.7420 2020-07-26 08:38:06,099 - mmaction - INFO - Epoch [91][2320/3757] lr: 5.000e-02, eta: 2 days, 10:04:38, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5352, loss_cls: 3.2538, loss: 3.2538, grad_norm: 2.7203 2020-07-26 08:38:22,165 - mmaction - INFO - Epoch [91][2340/3757] lr: 5.000e-02, eta: 2 days, 10:04:31, time: 0.803, data_time: 0.230, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5320, loss_cls: 3.2759, loss: 3.2759, grad_norm: 2.8147 2020-07-26 08:38:33,931 - mmaction - INFO - Epoch [91][2360/3757] lr: 5.000e-02, eta: 2 days, 10:04:17, time: 0.589, data_time: 0.017, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5555, loss_cls: 3.2252, loss: 3.2252, grad_norm: 2.7327 2020-07-26 08:38:45,670 - mmaction - INFO - Epoch [91][2380/3757] lr: 5.000e-02, eta: 2 days, 10:04:04, time: 0.587, data_time: 0.022, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5305, loss_cls: 3.3169, loss: 3.3169, grad_norm: 2.8249 2020-07-26 08:38:57,474 - mmaction - INFO - Epoch [91][2400/3757] lr: 5.000e-02, eta: 2 days, 10:03:50, time: 0.590, data_time: 0.018, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5039, loss_cls: 3.4317, loss: 3.4317, grad_norm: 2.7648 2020-07-26 08:39:09,308 - mmaction - INFO - Epoch [91][2420/3757] lr: 5.000e-02, eta: 2 days, 10:03:37, time: 0.592, data_time: 0.025, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5234, loss_cls: 3.4137, loss: 3.4137, grad_norm: 2.6630 2020-07-26 08:39:20,698 - mmaction - INFO - Epoch [91][2440/3757] lr: 5.000e-02, eta: 2 days, 10:03:23, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5352, loss_cls: 3.3251, loss: 3.3251, grad_norm: 2.7822 2020-07-26 08:39:32,144 - mmaction - INFO - Epoch [91][2460/3757] lr: 5.000e-02, eta: 2 days, 10:03:09, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5672, loss_cls: 3.2081, loss: 3.2081, grad_norm: 2.7109 2020-07-26 08:39:48,096 - mmaction - INFO - Epoch [91][2480/3757] lr: 5.000e-02, eta: 2 days, 10:03:02, time: 0.797, data_time: 0.183, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5422, loss_cls: 3.2955, loss: 3.2955, grad_norm: 2.9148 2020-07-26 08:40:08,759 - mmaction - INFO - Epoch [91][2500/3757] lr: 5.000e-02, eta: 2 days, 10:03:02, time: 1.034, data_time: 0.254, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5023, loss_cls: 3.4672, loss: 3.4672, grad_norm: 2.8185 2020-07-26 08:40:25,307 - mmaction - INFO - Epoch [91][2520/3757] lr: 5.000e-02, eta: 2 days, 10:02:57, time: 0.827, data_time: 0.089, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5344, loss_cls: 3.3962, loss: 3.3962, grad_norm: 2.7361 2020-07-26 08:40:40,890 - mmaction - INFO - Epoch [91][2540/3757] lr: 5.000e-02, eta: 2 days, 10:02:49, time: 0.779, data_time: 0.165, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5156, loss_cls: 3.3443, loss: 3.3443, grad_norm: 2.8175 2020-07-26 08:40:52,415 - mmaction - INFO - Epoch [91][2560/3757] lr: 5.000e-02, eta: 2 days, 10:02:35, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5195, loss_cls: 3.3618, loss: 3.3618, grad_norm: 2.7956 2020-07-26 08:41:03,781 - mmaction - INFO - Epoch [91][2580/3757] lr: 5.000e-02, eta: 2 days, 10:02:21, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5320, loss_cls: 3.3820, loss: 3.3820, grad_norm: 2.8111 2020-07-26 08:41:15,707 - mmaction - INFO - Epoch [91][2600/3757] lr: 5.000e-02, eta: 2 days, 10:02:08, time: 0.596, data_time: 0.022, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5375, loss_cls: 3.2850, loss: 3.2850, grad_norm: 2.6732 2020-07-26 08:41:27,457 - mmaction - INFO - Epoch [91][2620/3757] lr: 5.000e-02, eta: 2 days, 10:01:54, time: 0.587, data_time: 0.015, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5492, loss_cls: 3.2695, loss: 3.2695, grad_norm: 2.7301 2020-07-26 08:41:39,238 - mmaction - INFO - Epoch [91][2640/3757] lr: 5.000e-02, eta: 2 days, 10:01:41, time: 0.590, data_time: 0.024, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5555, loss_cls: 3.2282, loss: 3.2282, grad_norm: 2.7339 2020-07-26 08:41:51,008 - mmaction - INFO - Epoch [91][2660/3757] lr: 5.000e-02, eta: 2 days, 10:01:27, time: 0.588, data_time: 0.016, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5203, loss_cls: 3.3515, loss: 3.3515, grad_norm: 2.7760 2020-07-26 08:42:03,060 - mmaction - INFO - Epoch [91][2680/3757] lr: 5.000e-02, eta: 2 days, 10:01:14, time: 0.603, data_time: 0.025, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5148, loss_cls: 3.4324, loss: 3.4324, grad_norm: 2.7509 2020-07-26 08:42:14,402 - mmaction - INFO - Epoch [91][2700/3757] lr: 5.000e-02, eta: 2 days, 10:01:00, time: 0.567, data_time: 0.001, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5305, loss_cls: 3.2932, loss: 3.2932, grad_norm: 2.7385 2020-07-26 08:42:25,833 - mmaction - INFO - Epoch [91][2720/3757] lr: 5.000e-02, eta: 2 days, 10:00:46, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5531, loss_cls: 3.2405, loss: 3.2405, grad_norm: 2.7466 2020-07-26 08:42:37,211 - mmaction - INFO - Epoch [91][2740/3757] lr: 5.000e-02, eta: 2 days, 10:00:31, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5641, loss_cls: 3.2011, loss: 3.2011, grad_norm: 2.8009 2020-07-26 08:42:48,643 - mmaction - INFO - Epoch [91][2760/3757] lr: 5.000e-02, eta: 2 days, 10:00:17, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5555, loss_cls: 3.2914, loss: 3.2914, grad_norm: 2.8630 2020-07-26 08:43:00,119 - mmaction - INFO - Epoch [91][2780/3757] lr: 5.000e-02, eta: 2 days, 10:00:03, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5258, loss_cls: 3.4061, loss: 3.4061, grad_norm: 2.8260 2020-07-26 08:43:11,518 - mmaction - INFO - Epoch [91][2800/3757] lr: 5.000e-02, eta: 2 days, 9:59:49, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5414, loss_cls: 3.2705, loss: 3.2705, grad_norm: 2.6976 2020-07-26 08:43:22,963 - mmaction - INFO - Epoch [91][2820/3757] lr: 5.000e-02, eta: 2 days, 9:59:35, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5406, loss_cls: 3.2936, loss: 3.2936, grad_norm: 2.9059 2020-07-26 08:43:34,336 - mmaction - INFO - Epoch [91][2840/3757] lr: 5.000e-02, eta: 2 days, 9:59:21, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5039, loss_cls: 3.4313, loss: 3.4313, grad_norm: 2.9582 2020-07-26 08:43:45,755 - mmaction - INFO - Epoch [91][2860/3757] lr: 5.000e-02, eta: 2 days, 9:59:07, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5133, loss_cls: 3.3675, loss: 3.3675, grad_norm: 2.8327 2020-07-26 08:43:57,334 - mmaction - INFO - Epoch [91][2880/3757] lr: 5.000e-02, eta: 2 days, 9:58:53, time: 0.579, data_time: 0.014, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5305, loss_cls: 3.3935, loss: 3.3935, grad_norm: 2.7748 2020-07-26 08:44:08,791 - mmaction - INFO - Epoch [91][2900/3757] lr: 5.000e-02, eta: 2 days, 9:58:39, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5391, loss_cls: 3.3169, loss: 3.3169, grad_norm: 2.7293 2020-07-26 08:44:20,311 - mmaction - INFO - Epoch [91][2920/3757] lr: 5.000e-02, eta: 2 days, 9:58:25, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5367, loss_cls: 3.3306, loss: 3.3306, grad_norm: 2.7524 2020-07-26 08:44:31,707 - mmaction - INFO - Epoch [91][2940/3757] lr: 5.000e-02, eta: 2 days, 9:58:11, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5289, loss_cls: 3.3614, loss: 3.3614, grad_norm: 2.7708 2020-07-26 08:44:43,176 - mmaction - INFO - Epoch [91][2960/3757] lr: 5.000e-02, eta: 2 days, 9:57:57, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5453, loss_cls: 3.2776, loss: 3.2776, grad_norm: 2.8722 2020-07-26 08:44:54,550 - mmaction - INFO - Epoch [91][2980/3757] lr: 5.000e-02, eta: 2 days, 9:57:43, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5109, loss_cls: 3.3905, loss: 3.3905, grad_norm: 2.7819 2020-07-26 08:45:05,953 - mmaction - INFO - Epoch [91][3000/3757] lr: 5.000e-02, eta: 2 days, 9:57:29, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5422, loss_cls: 3.3220, loss: 3.3220, grad_norm: 2.7784 2020-07-26 08:45:17,463 - mmaction - INFO - Epoch [91][3020/3757] lr: 5.000e-02, eta: 2 days, 9:57:15, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5406, loss_cls: 3.2862, loss: 3.2862, grad_norm: 2.7556 2020-07-26 08:45:28,943 - mmaction - INFO - Epoch [91][3040/3757] lr: 5.000e-02, eta: 2 days, 9:57:01, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5344, loss_cls: 3.2917, loss: 3.2917, grad_norm: 2.8148 2020-07-26 08:45:40,270 - mmaction - INFO - Epoch [91][3060/3757] lr: 5.000e-02, eta: 2 days, 9:56:46, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5172, loss_cls: 3.3451, loss: 3.3451, grad_norm: 2.7857 2020-07-26 08:45:52,061 - mmaction - INFO - Epoch [91][3080/3757] lr: 5.000e-02, eta: 2 days, 9:56:33, time: 0.590, data_time: 0.022, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5352, loss_cls: 3.2882, loss: 3.2882, grad_norm: 2.8123 2020-07-26 08:46:03,603 - mmaction - INFO - Epoch [91][3100/3757] lr: 5.000e-02, eta: 2 days, 9:56:19, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5414, loss_cls: 3.2179, loss: 3.2179, grad_norm: 2.7807 2020-07-26 08:46:15,081 - mmaction - INFO - Epoch [91][3120/3757] lr: 5.000e-02, eta: 2 days, 9:56:05, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5305, loss_cls: 3.3443, loss: 3.3443, grad_norm: 2.8002 2020-07-26 08:46:26,639 - mmaction - INFO - Epoch [91][3140/3757] lr: 5.000e-02, eta: 2 days, 9:55:51, time: 0.578, data_time: 0.004, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5406, loss_cls: 3.2832, loss: 3.2832, grad_norm: 2.7858 2020-07-26 08:46:38,015 - mmaction - INFO - Epoch [91][3160/3757] lr: 5.000e-02, eta: 2 days, 9:55:37, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5156, loss_cls: 3.3795, loss: 3.3795, grad_norm: 2.8685 2020-07-26 08:46:49,534 - mmaction - INFO - Epoch [91][3180/3757] lr: 5.000e-02, eta: 2 days, 9:55:23, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5523, loss_cls: 3.2788, loss: 3.2788, grad_norm: 2.8835 2020-07-26 08:47:00,992 - mmaction - INFO - Epoch [91][3200/3757] lr: 5.000e-02, eta: 2 days, 9:55:09, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5289, loss_cls: 3.3245, loss: 3.3245, grad_norm: 2.9083 2020-07-26 08:47:12,465 - mmaction - INFO - Epoch [91][3220/3757] lr: 5.000e-02, eta: 2 days, 9:54:55, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5422, loss_cls: 3.3210, loss: 3.3210, grad_norm: 2.9113 2020-07-26 08:47:23,864 - mmaction - INFO - Epoch [91][3240/3757] lr: 5.000e-02, eta: 2 days, 9:54:41, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5188, loss_cls: 3.4043, loss: 3.4043, grad_norm: 2.8432 2020-07-26 08:47:35,270 - mmaction - INFO - Epoch [91][3260/3757] lr: 5.000e-02, eta: 2 days, 9:54:27, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5422, loss_cls: 3.2499, loss: 3.2499, grad_norm: 2.7199 2020-07-26 08:47:47,099 - mmaction - INFO - Epoch [91][3280/3757] lr: 5.000e-02, eta: 2 days, 9:54:13, time: 0.591, data_time: 0.025, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5195, loss_cls: 3.3700, loss: 3.3700, grad_norm: 2.7791 2020-07-26 08:47:58,475 - mmaction - INFO - Epoch [91][3300/3757] lr: 5.000e-02, eta: 2 days, 9:53:59, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5125, loss_cls: 3.4267, loss: 3.4267, grad_norm: 2.8401 2020-07-26 08:48:09,824 - mmaction - INFO - Epoch [91][3320/3757] lr: 5.000e-02, eta: 2 days, 9:53:45, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5398, loss_cls: 3.3019, loss: 3.3019, grad_norm: 2.8451 2020-07-26 08:48:21,219 - mmaction - INFO - Epoch [91][3340/3757] lr: 5.000e-02, eta: 2 days, 9:53:31, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5352, loss_cls: 3.3034, loss: 3.3034, grad_norm: 2.9043 2020-07-26 08:48:32,782 - mmaction - INFO - Epoch [91][3360/3757] lr: 5.000e-02, eta: 2 days, 9:53:17, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5227, loss_cls: 3.3806, loss: 3.3806, grad_norm: 2.8341 2020-07-26 08:48:44,277 - mmaction - INFO - Epoch [91][3380/3757] lr: 5.000e-02, eta: 2 days, 9:53:03, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5437, loss_cls: 3.2399, loss: 3.2399, grad_norm: 2.7720 2020-07-26 08:48:55,786 - mmaction - INFO - Epoch [91][3400/3757] lr: 5.000e-02, eta: 2 days, 9:52:49, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5531, loss_cls: 3.3048, loss: 3.3048, grad_norm: 2.8176 2020-07-26 08:49:07,230 - mmaction - INFO - Epoch [91][3420/3757] lr: 5.000e-02, eta: 2 days, 9:52:35, time: 0.573, data_time: 0.009, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5227, loss_cls: 3.3731, loss: 3.3731, grad_norm: 2.7980 2020-07-26 08:49:18,539 - mmaction - INFO - Epoch [91][3440/3757] lr: 5.000e-02, eta: 2 days, 9:52:21, time: 0.565, data_time: 0.002, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5297, loss_cls: 3.3118, loss: 3.3118, grad_norm: 2.7533 2020-07-26 08:49:29,939 - mmaction - INFO - Epoch [91][3460/3757] lr: 5.000e-02, eta: 2 days, 9:52:06, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5484, loss_cls: 3.2578, loss: 3.2578, grad_norm: 2.8245 2020-07-26 08:49:41,312 - mmaction - INFO - Epoch [91][3480/3757] lr: 5.000e-02, eta: 2 days, 9:51:52, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5219, loss_cls: 3.4140, loss: 3.4140, grad_norm: 2.8172 2020-07-26 08:49:52,798 - mmaction - INFO - Epoch [91][3500/3757] lr: 5.000e-02, eta: 2 days, 9:51:38, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5344, loss_cls: 3.3309, loss: 3.3309, grad_norm: 2.7535 2020-07-26 08:50:04,193 - mmaction - INFO - Epoch [91][3520/3757] lr: 5.000e-02, eta: 2 days, 9:51:24, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5266, loss_cls: 3.3387, loss: 3.3387, grad_norm: 2.7873 2020-07-26 08:50:15,648 - mmaction - INFO - Epoch [91][3540/3757] lr: 5.000e-02, eta: 2 days, 9:51:10, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5172, loss_cls: 3.3497, loss: 3.3497, grad_norm: 2.7929 2020-07-26 08:50:27,031 - mmaction - INFO - Epoch [91][3560/3757] lr: 5.000e-02, eta: 2 days, 9:50:56, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5359, loss_cls: 3.2292, loss: 3.2292, grad_norm: 2.6815 2020-07-26 08:50:38,412 - mmaction - INFO - Epoch [91][3580/3757] lr: 5.000e-02, eta: 2 days, 9:50:42, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5133, loss_cls: 3.3679, loss: 3.3679, grad_norm: 2.7911 2020-07-26 08:50:49,807 - mmaction - INFO - Epoch [91][3600/3757] lr: 5.000e-02, eta: 2 days, 9:50:28, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5047, loss_cls: 3.4026, loss: 3.4026, grad_norm: 2.7653 2020-07-26 08:51:01,189 - mmaction - INFO - Epoch [91][3620/3757] lr: 5.000e-02, eta: 2 days, 9:50:14, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5344, loss_cls: 3.3491, loss: 3.3491, grad_norm: 2.8690 2020-07-26 08:51:12,590 - mmaction - INFO - Epoch [91][3640/3757] lr: 5.000e-02, eta: 2 days, 9:49:59, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5094, loss_cls: 3.4414, loss: 3.4414, grad_norm: 2.8635 2020-07-26 08:51:23,982 - mmaction - INFO - Epoch [91][3660/3757] lr: 5.000e-02, eta: 2 days, 9:49:45, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5312, loss_cls: 3.3308, loss: 3.3308, grad_norm: 2.7390 2020-07-26 08:51:35,369 - mmaction - INFO - Epoch [91][3680/3757] lr: 5.000e-02, eta: 2 days, 9:49:31, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5227, loss_cls: 3.3682, loss: 3.3682, grad_norm: 2.8493 2020-07-26 08:51:46,921 - mmaction - INFO - Epoch [91][3700/3757] lr: 5.000e-02, eta: 2 days, 9:49:17, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3148, top5_acc: 0.5445, loss_cls: 3.2537, loss: 3.2537, grad_norm: 2.8047 2020-07-26 08:51:58,440 - mmaction - INFO - Epoch [91][3720/3757] lr: 5.000e-02, eta: 2 days, 9:49:03, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5320, loss_cls: 3.3356, loss: 3.3356, grad_norm: 2.7699 2020-07-26 08:52:09,920 - mmaction - INFO - Epoch [91][3740/3757] lr: 5.000e-02, eta: 2 days, 9:48:49, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5336, loss_cls: 3.3146, loss: 3.3146, grad_norm: 2.7377 2020-07-26 08:55:19,768 - mmaction - INFO - Epoch [92][20/3757] lr: 4.913e-02, eta: 2 days, 9:52:29, time: 8.776, data_time: 8.088, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5375, loss_cls: 3.2731, loss: 3.2731, grad_norm: 2.7658 2020-07-26 08:55:31,078 - mmaction - INFO - Epoch [92][40/3757] lr: 4.913e-02, eta: 2 days, 9:52:14, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5344, loss_cls: 3.3184, loss: 3.3184, grad_norm: 2.8473 2020-07-26 08:55:42,387 - mmaction - INFO - Epoch [92][60/3757] lr: 4.913e-02, eta: 2 days, 9:52:00, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3336, top5_acc: 0.5773, loss_cls: 3.1445, loss: 3.1445, grad_norm: 2.8020 2020-07-26 08:55:53,654 - mmaction - INFO - Epoch [92][80/3757] lr: 4.913e-02, eta: 2 days, 9:51:46, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5336, loss_cls: 3.3380, loss: 3.3380, grad_norm: 2.8585 2020-07-26 08:56:05,007 - mmaction - INFO - Epoch [92][100/3757] lr: 4.913e-02, eta: 2 days, 9:51:31, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5500, loss_cls: 3.2792, loss: 3.2792, grad_norm: 2.7686 2020-07-26 08:56:16,375 - mmaction - INFO - Epoch [92][120/3757] lr: 4.913e-02, eta: 2 days, 9:51:17, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5445, loss_cls: 3.2156, loss: 3.2156, grad_norm: 2.8005 2020-07-26 08:56:27,744 - mmaction - INFO - Epoch [92][140/3757] lr: 4.913e-02, eta: 2 days, 9:51:03, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5430, loss_cls: 3.2831, loss: 3.2831, grad_norm: 2.8249 2020-07-26 08:56:39,156 - mmaction - INFO - Epoch [92][160/3757] lr: 4.913e-02, eta: 2 days, 9:50:49, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5469, loss_cls: 3.2732, loss: 3.2732, grad_norm: 2.7635 2020-07-26 08:56:50,499 - mmaction - INFO - Epoch [92][180/3757] lr: 4.913e-02, eta: 2 days, 9:50:35, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5656, loss_cls: 3.1581, loss: 3.1581, grad_norm: 2.8599 2020-07-26 08:57:01,854 - mmaction - INFO - Epoch [92][200/3757] lr: 4.913e-02, eta: 2 days, 9:50:21, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5453, loss_cls: 3.2124, loss: 3.2124, grad_norm: 2.8219 2020-07-26 08:57:13,527 - mmaction - INFO - Epoch [92][220/3757] lr: 4.913e-02, eta: 2 days, 9:50:07, time: 0.584, data_time: 0.022, memory: 5232, top1_acc: 0.2641, top5_acc: 0.5492, loss_cls: 3.3218, loss: 3.3218, grad_norm: 2.8776 2020-07-26 08:57:24,959 - mmaction - INFO - Epoch [92][240/3757] lr: 4.913e-02, eta: 2 days, 9:49:53, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5641, loss_cls: 3.1873, loss: 3.1873, grad_norm: 2.8628 2020-07-26 08:57:36,432 - mmaction - INFO - Epoch [92][260/3757] lr: 4.913e-02, eta: 2 days, 9:49:39, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5320, loss_cls: 3.3002, loss: 3.3002, grad_norm: 2.9018 2020-07-26 08:57:47,846 - mmaction - INFO - Epoch [92][280/3757] lr: 4.913e-02, eta: 2 days, 9:49:25, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5523, loss_cls: 3.2888, loss: 3.2888, grad_norm: 2.8526 2020-07-26 08:57:59,294 - mmaction - INFO - Epoch [92][300/3757] lr: 4.913e-02, eta: 2 days, 9:49:10, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5406, loss_cls: 3.3581, loss: 3.3581, grad_norm: 2.8576 2020-07-26 08:58:10,658 - mmaction - INFO - Epoch [92][320/3757] lr: 4.913e-02, eta: 2 days, 9:48:56, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5273, loss_cls: 3.3845, loss: 3.3845, grad_norm: 2.7753 2020-07-26 08:58:22,068 - mmaction - INFO - Epoch [92][340/3757] lr: 4.913e-02, eta: 2 days, 9:48:42, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5266, loss_cls: 3.3475, loss: 3.3475, grad_norm: 2.7767 2020-07-26 08:58:33,489 - mmaction - INFO - Epoch [92][360/3757] lr: 4.913e-02, eta: 2 days, 9:48:28, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5289, loss_cls: 3.3749, loss: 3.3749, grad_norm: 2.7530 2020-07-26 08:58:44,897 - mmaction - INFO - Epoch [92][380/3757] lr: 4.913e-02, eta: 2 days, 9:48:14, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5359, loss_cls: 3.3179, loss: 3.3179, grad_norm: 2.7892 2020-07-26 08:58:56,329 - mmaction - INFO - Epoch [92][400/3757] lr: 4.913e-02, eta: 2 days, 9:48:00, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5445, loss_cls: 3.2834, loss: 3.2834, grad_norm: 2.7445 2020-07-26 08:59:07,641 - mmaction - INFO - Epoch [92][420/3757] lr: 4.913e-02, eta: 2 days, 9:47:46, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5281, loss_cls: 3.3151, loss: 3.3151, grad_norm: 2.7810 2020-07-26 08:59:19,066 - mmaction - INFO - Epoch [92][440/3757] lr: 4.913e-02, eta: 2 days, 9:47:31, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5312, loss_cls: 3.2549, loss: 3.2549, grad_norm: 2.7944 2020-07-26 08:59:30,472 - mmaction - INFO - Epoch [92][460/3757] lr: 4.913e-02, eta: 2 days, 9:47:17, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5539, loss_cls: 3.2946, loss: 3.2946, grad_norm: 2.7958 2020-07-26 08:59:41,898 - mmaction - INFO - Epoch [92][480/3757] lr: 4.913e-02, eta: 2 days, 9:47:03, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5266, loss_cls: 3.3158, loss: 3.3158, grad_norm: 2.8294 2020-07-26 08:59:53,520 - mmaction - INFO - Epoch [92][500/3757] lr: 4.913e-02, eta: 2 days, 9:46:49, time: 0.582, data_time: 0.018, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5242, loss_cls: 3.3907, loss: 3.3907, grad_norm: 2.8340 2020-07-26 09:00:10,174 - mmaction - INFO - Epoch [92][520/3757] lr: 4.913e-02, eta: 2 days, 9:46:44, time: 0.830, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5383, loss_cls: 3.2930, loss: 3.2930, grad_norm: 2.7993 2020-07-26 09:00:21,703 - mmaction - INFO - Epoch [92][540/3757] lr: 4.913e-02, eta: 2 days, 9:46:30, time: 0.578, data_time: 0.006, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5266, loss_cls: 3.3785, loss: 3.3785, grad_norm: 2.8338 2020-07-26 09:00:33,091 - mmaction - INFO - Epoch [92][560/3757] lr: 4.913e-02, eta: 2 days, 9:46:15, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5344, loss_cls: 3.3260, loss: 3.3260, grad_norm: 2.8019 2020-07-26 09:00:44,617 - mmaction - INFO - Epoch [92][580/3757] lr: 4.913e-02, eta: 2 days, 9:46:02, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2953, top5_acc: 0.5422, loss_cls: 3.3072, loss: 3.3072, grad_norm: 2.7897 2020-07-26 09:00:56,133 - mmaction - INFO - Epoch [92][600/3757] lr: 4.913e-02, eta: 2 days, 9:45:48, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5469, loss_cls: 3.1945, loss: 3.1945, grad_norm: 2.6836 2020-07-26 09:01:07,521 - mmaction - INFO - Epoch [92][620/3757] lr: 4.913e-02, eta: 2 days, 9:45:33, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5375, loss_cls: 3.2763, loss: 3.2763, grad_norm: 2.8247 2020-07-26 09:01:19,034 - mmaction - INFO - Epoch [92][640/3757] lr: 4.913e-02, eta: 2 days, 9:45:19, time: 0.576, data_time: 0.015, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5328, loss_cls: 3.3038, loss: 3.3038, grad_norm: 2.6934 2020-07-26 09:01:30,416 - mmaction - INFO - Epoch [92][660/3757] lr: 4.913e-02, eta: 2 days, 9:45:05, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5289, loss_cls: 3.3196, loss: 3.3196, grad_norm: 2.7260 2020-07-26 09:01:41,756 - mmaction - INFO - Epoch [92][680/3757] lr: 4.913e-02, eta: 2 days, 9:44:51, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5312, loss_cls: 3.2879, loss: 3.2879, grad_norm: 2.7727 2020-07-26 09:01:53,236 - mmaction - INFO - Epoch [92][700/3757] lr: 4.913e-02, eta: 2 days, 9:44:37, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5523, loss_cls: 3.2556, loss: 3.2556, grad_norm: 2.7606 2020-07-26 09:02:04,527 - mmaction - INFO - Epoch [92][720/3757] lr: 4.913e-02, eta: 2 days, 9:44:23, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5281, loss_cls: 3.2719, loss: 3.2719, grad_norm: 2.8075 2020-07-26 09:02:16,015 - mmaction - INFO - Epoch [92][740/3757] lr: 4.913e-02, eta: 2 days, 9:44:09, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5383, loss_cls: 3.2932, loss: 3.2932, grad_norm: 2.7495 2020-07-26 09:02:27,445 - mmaction - INFO - Epoch [92][760/3757] lr: 4.913e-02, eta: 2 days, 9:43:55, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5594, loss_cls: 3.1814, loss: 3.1814, grad_norm: 2.7183 2020-07-26 09:02:38,863 - mmaction - INFO - Epoch [92][780/3757] lr: 4.913e-02, eta: 2 days, 9:43:41, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5398, loss_cls: 3.3236, loss: 3.3236, grad_norm: 2.7994 2020-07-26 09:02:50,317 - mmaction - INFO - Epoch [92][800/3757] lr: 4.913e-02, eta: 2 days, 9:43:27, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5070, loss_cls: 3.4393, loss: 3.4393, grad_norm: 2.9142 2020-07-26 09:03:01,814 - mmaction - INFO - Epoch [92][820/3757] lr: 4.913e-02, eta: 2 days, 9:43:13, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5203, loss_cls: 3.3450, loss: 3.3450, grad_norm: 2.7809 2020-07-26 09:03:13,355 - mmaction - INFO - Epoch [92][840/3757] lr: 4.913e-02, eta: 2 days, 9:42:59, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5242, loss_cls: 3.3825, loss: 3.3825, grad_norm: 2.8783 2020-07-26 09:03:24,774 - mmaction - INFO - Epoch [92][860/3757] lr: 4.913e-02, eta: 2 days, 9:42:45, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5305, loss_cls: 3.3491, loss: 3.3491, grad_norm: 2.8270 2020-07-26 09:03:36,144 - mmaction - INFO - Epoch [92][880/3757] lr: 4.913e-02, eta: 2 days, 9:42:30, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5406, loss_cls: 3.2494, loss: 3.2494, grad_norm: 2.7843 2020-07-26 09:03:47,651 - mmaction - INFO - Epoch [92][900/3757] lr: 4.913e-02, eta: 2 days, 9:42:16, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5281, loss_cls: 3.3522, loss: 3.3522, grad_norm: 2.8684 2020-07-26 09:03:59,115 - mmaction - INFO - Epoch [92][920/3757] lr: 4.913e-02, eta: 2 days, 9:42:02, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5492, loss_cls: 3.2467, loss: 3.2467, grad_norm: 2.7302 2020-07-26 09:04:10,529 - mmaction - INFO - Epoch [92][940/3757] lr: 4.913e-02, eta: 2 days, 9:41:48, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5422, loss_cls: 3.3928, loss: 3.3928, grad_norm: 2.8289 2020-07-26 09:04:22,007 - mmaction - INFO - Epoch [92][960/3757] lr: 4.913e-02, eta: 2 days, 9:41:34, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3281, top5_acc: 0.5625, loss_cls: 3.1485, loss: 3.1485, grad_norm: 2.6289 2020-07-26 09:04:33,605 - mmaction - INFO - Epoch [92][980/3757] lr: 4.913e-02, eta: 2 days, 9:41:20, time: 0.580, data_time: 0.019, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5422, loss_cls: 3.2470, loss: 3.2470, grad_norm: 2.7875 2020-07-26 09:04:45,003 - mmaction - INFO - Epoch [92][1000/3757] lr: 4.913e-02, eta: 2 days, 9:41:06, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5203, loss_cls: 3.3603, loss: 3.3603, grad_norm: 2.8464 2020-07-26 09:04:56,371 - mmaction - INFO - Epoch [92][1020/3757] lr: 4.913e-02, eta: 2 days, 9:40:52, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5484, loss_cls: 3.2681, loss: 3.2681, grad_norm: 2.6895 2020-07-26 09:05:07,816 - mmaction - INFO - Epoch [92][1040/3757] lr: 4.913e-02, eta: 2 days, 9:40:38, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5477, loss_cls: 3.2494, loss: 3.2494, grad_norm: 2.7521 2020-07-26 09:05:19,635 - mmaction - INFO - Epoch [92][1060/3757] lr: 4.913e-02, eta: 2 days, 9:40:25, time: 0.591, data_time: 0.025, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5359, loss_cls: 3.3042, loss: 3.3042, grad_norm: 2.8328 2020-07-26 09:05:31,344 - mmaction - INFO - Epoch [92][1080/3757] lr: 4.913e-02, eta: 2 days, 9:40:11, time: 0.585, data_time: 0.019, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5367, loss_cls: 3.2776, loss: 3.2776, grad_norm: 2.8746 2020-07-26 09:05:43,089 - mmaction - INFO - Epoch [92][1100/3757] lr: 4.913e-02, eta: 2 days, 9:39:57, time: 0.587, data_time: 0.023, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5320, loss_cls: 3.3685, loss: 3.3685, grad_norm: 2.8058 2020-07-26 09:05:54,809 - mmaction - INFO - Epoch [92][1120/3757] lr: 4.913e-02, eta: 2 days, 9:39:44, time: 0.586, data_time: 0.017, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5422, loss_cls: 3.3440, loss: 3.3440, grad_norm: 2.7667 2020-07-26 09:06:06,515 - mmaction - INFO - Epoch [92][1140/3757] lr: 4.913e-02, eta: 2 days, 9:39:30, time: 0.585, data_time: 0.021, memory: 5232, top1_acc: 0.2953, top5_acc: 0.5398, loss_cls: 3.2669, loss: 3.2669, grad_norm: 2.7289 2020-07-26 09:06:18,003 - mmaction - INFO - Epoch [92][1160/3757] lr: 4.913e-02, eta: 2 days, 9:39:16, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5297, loss_cls: 3.3556, loss: 3.3556, grad_norm: 2.7827 2020-07-26 09:06:30,054 - mmaction - INFO - Epoch [92][1180/3757] lr: 4.913e-02, eta: 2 days, 9:39:03, time: 0.603, data_time: 0.035, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5477, loss_cls: 3.2893, loss: 3.2893, grad_norm: 2.8109 2020-07-26 09:06:41,452 - mmaction - INFO - Epoch [92][1200/3757] lr: 4.913e-02, eta: 2 days, 9:38:49, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5219, loss_cls: 3.3668, loss: 3.3668, grad_norm: 2.7914 2020-07-26 09:06:57,605 - mmaction - INFO - Epoch [92][1220/3757] lr: 4.913e-02, eta: 2 days, 9:38:42, time: 0.807, data_time: 0.244, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5523, loss_cls: 3.2160, loss: 3.2160, grad_norm: 2.7719 2020-07-26 09:07:13,369 - mmaction - INFO - Epoch [92][1240/3757] lr: 4.913e-02, eta: 2 days, 9:38:35, time: 0.788, data_time: 0.151, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5437, loss_cls: 3.2746, loss: 3.2746, grad_norm: 2.7844 2020-07-26 09:07:29,530 - mmaction - INFO - Epoch [92][1260/3757] lr: 4.913e-02, eta: 2 days, 9:38:28, time: 0.809, data_time: 0.211, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5305, loss_cls: 3.3364, loss: 3.3364, grad_norm: 2.9082 2020-07-26 09:07:43,127 - mmaction - INFO - Epoch [92][1280/3757] lr: 4.913e-02, eta: 2 days, 9:38:18, time: 0.679, data_time: 0.114, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5242, loss_cls: 3.3391, loss: 3.3391, grad_norm: 2.7809 2020-07-26 09:07:54,953 - mmaction - INFO - Epoch [92][1300/3757] lr: 4.913e-02, eta: 2 days, 9:38:04, time: 0.592, data_time: 0.027, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5375, loss_cls: 3.2893, loss: 3.2893, grad_norm: 2.7876 2020-07-26 09:08:06,358 - mmaction - INFO - Epoch [92][1320/3757] lr: 4.913e-02, eta: 2 days, 9:37:50, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5258, loss_cls: 3.3652, loss: 3.3652, grad_norm: 2.8644 2020-07-26 09:08:22,795 - mmaction - INFO - Epoch [92][1340/3757] lr: 4.913e-02, eta: 2 days, 9:37:44, time: 0.822, data_time: 0.250, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5312, loss_cls: 3.3731, loss: 3.3731, grad_norm: 2.8298 2020-07-26 09:08:34,624 - mmaction - INFO - Epoch [92][1360/3757] lr: 4.913e-02, eta: 2 days, 9:37:30, time: 0.591, data_time: 0.014, memory: 5232, top1_acc: 0.2836, top5_acc: 0.4984, loss_cls: 3.3782, loss: 3.3782, grad_norm: 2.7642 2020-07-26 09:08:46,532 - mmaction - INFO - Epoch [92][1380/3757] lr: 4.913e-02, eta: 2 days, 9:37:17, time: 0.595, data_time: 0.025, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5508, loss_cls: 3.2404, loss: 3.2404, grad_norm: 2.7860 2020-07-26 09:08:58,198 - mmaction - INFO - Epoch [92][1400/3757] lr: 4.913e-02, eta: 2 days, 9:37:03, time: 0.583, data_time: 0.013, memory: 5232, top1_acc: 0.2602, top5_acc: 0.4898, loss_cls: 3.4862, loss: 3.4862, grad_norm: 2.8100 2020-07-26 09:09:10,032 - mmaction - INFO - Epoch [92][1420/3757] lr: 4.913e-02, eta: 2 days, 9:36:50, time: 0.592, data_time: 0.026, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5211, loss_cls: 3.3808, loss: 3.3808, grad_norm: 2.7788 2020-07-26 09:09:21,444 - mmaction - INFO - Epoch [92][1440/3757] lr: 4.913e-02, eta: 2 days, 9:36:36, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5328, loss_cls: 3.2986, loss: 3.2986, grad_norm: 2.8013 2020-07-26 09:09:32,908 - mmaction - INFO - Epoch [92][1460/3757] lr: 4.913e-02, eta: 2 days, 9:36:22, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5383, loss_cls: 3.2435, loss: 3.2435, grad_norm: 2.7604 2020-07-26 09:09:48,435 - mmaction - INFO - Epoch [92][1480/3757] lr: 4.913e-02, eta: 2 days, 9:36:14, time: 0.776, data_time: 0.152, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5273, loss_cls: 3.3079, loss: 3.3079, grad_norm: 2.8350 2020-07-26 09:10:09,216 - mmaction - INFO - Epoch [92][1500/3757] lr: 4.913e-02, eta: 2 days, 9:36:15, time: 1.039, data_time: 0.249, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5039, loss_cls: 3.4312, loss: 3.4312, grad_norm: 2.8812 2020-07-26 09:10:25,256 - mmaction - INFO - Epoch [92][1520/3757] lr: 4.913e-02, eta: 2 days, 9:36:08, time: 0.801, data_time: 0.100, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5328, loss_cls: 3.2727, loss: 3.2727, grad_norm: 2.8142 2020-07-26 09:10:40,554 - mmaction - INFO - Epoch [92][1540/3757] lr: 4.913e-02, eta: 2 days, 9:36:00, time: 0.765, data_time: 0.095, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5266, loss_cls: 3.2822, loss: 3.2822, grad_norm: 2.7963 2020-07-26 09:10:52,007 - mmaction - INFO - Epoch [92][1560/3757] lr: 4.913e-02, eta: 2 days, 9:35:46, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2562, top5_acc: 0.5250, loss_cls: 3.3770, loss: 3.3770, grad_norm: 2.7956 2020-07-26 09:11:03,496 - mmaction - INFO - Epoch [92][1580/3757] lr: 4.913e-02, eta: 2 days, 9:35:32, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5617, loss_cls: 3.2189, loss: 3.2189, grad_norm: 2.7812 2020-07-26 09:11:19,686 - mmaction - INFO - Epoch [92][1600/3757] lr: 4.913e-02, eta: 2 days, 9:35:25, time: 0.809, data_time: 0.242, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5203, loss_cls: 3.3361, loss: 3.3361, grad_norm: 2.8064 2020-07-26 09:11:31,473 - mmaction - INFO - Epoch [92][1620/3757] lr: 4.913e-02, eta: 2 days, 9:35:12, time: 0.590, data_time: 0.015, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5266, loss_cls: 3.3278, loss: 3.3278, grad_norm: 2.8023 2020-07-26 09:11:43,402 - mmaction - INFO - Epoch [92][1640/3757] lr: 4.913e-02, eta: 2 days, 9:34:59, time: 0.596, data_time: 0.022, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5500, loss_cls: 3.2739, loss: 3.2739, grad_norm: 2.8669 2020-07-26 09:11:55,233 - mmaction - INFO - Epoch [92][1660/3757] lr: 4.913e-02, eta: 2 days, 9:34:45, time: 0.592, data_time: 0.023, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5398, loss_cls: 3.2815, loss: 3.2815, grad_norm: 2.8979 2020-07-26 09:12:06,969 - mmaction - INFO - Epoch [92][1680/3757] lr: 4.913e-02, eta: 2 days, 9:34:32, time: 0.587, data_time: 0.016, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5336, loss_cls: 3.3098, loss: 3.3098, grad_norm: 2.8625 2020-07-26 09:12:18,446 - mmaction - INFO - Epoch [92][1700/3757] lr: 4.913e-02, eta: 2 days, 9:34:18, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5352, loss_cls: 3.3121, loss: 3.3121, grad_norm: 2.8969 2020-07-26 09:12:29,941 - mmaction - INFO - Epoch [92][1720/3757] lr: 4.913e-02, eta: 2 days, 9:34:04, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5359, loss_cls: 3.3376, loss: 3.3376, grad_norm: 2.8118 2020-07-26 09:12:41,304 - mmaction - INFO - Epoch [92][1740/3757] lr: 4.913e-02, eta: 2 days, 9:33:49, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5156, loss_cls: 3.3181, loss: 3.3181, grad_norm: 2.7691 2020-07-26 09:12:52,683 - mmaction - INFO - Epoch [92][1760/3757] lr: 4.913e-02, eta: 2 days, 9:33:35, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5164, loss_cls: 3.3401, loss: 3.3401, grad_norm: 2.8123 2020-07-26 09:13:04,244 - mmaction - INFO - Epoch [92][1780/3757] lr: 4.913e-02, eta: 2 days, 9:33:21, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5375, loss_cls: 3.3705, loss: 3.3705, grad_norm: 2.8338 2020-07-26 09:13:15,670 - mmaction - INFO - Epoch [92][1800/3757] lr: 4.913e-02, eta: 2 days, 9:33:07, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5328, loss_cls: 3.2736, loss: 3.2736, grad_norm: 2.8238 2020-07-26 09:13:27,192 - mmaction - INFO - Epoch [92][1820/3757] lr: 4.913e-02, eta: 2 days, 9:32:53, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5258, loss_cls: 3.3417, loss: 3.3417, grad_norm: 2.8826 2020-07-26 09:13:38,692 - mmaction - INFO - Epoch [92][1840/3757] lr: 4.913e-02, eta: 2 days, 9:32:39, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5266, loss_cls: 3.2838, loss: 3.2838, grad_norm: 2.8504 2020-07-26 09:13:50,241 - mmaction - INFO - Epoch [92][1860/3757] lr: 4.913e-02, eta: 2 days, 9:32:25, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5523, loss_cls: 3.3076, loss: 3.3076, grad_norm: 2.7546 2020-07-26 09:14:01,623 - mmaction - INFO - Epoch [92][1880/3757] lr: 4.913e-02, eta: 2 days, 9:32:11, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5289, loss_cls: 3.3557, loss: 3.3557, grad_norm: 2.8466 2020-07-26 09:14:13,088 - mmaction - INFO - Epoch [92][1900/3757] lr: 4.913e-02, eta: 2 days, 9:31:57, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5500, loss_cls: 3.2391, loss: 3.2391, grad_norm: 2.7671 2020-07-26 09:14:24,632 - mmaction - INFO - Epoch [92][1920/3757] lr: 4.913e-02, eta: 2 days, 9:31:43, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5281, loss_cls: 3.2957, loss: 3.2957, grad_norm: 2.9181 2020-07-26 09:14:36,086 - mmaction - INFO - Epoch [92][1940/3757] lr: 4.913e-02, eta: 2 days, 9:31:29, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5352, loss_cls: 3.2426, loss: 3.2426, grad_norm: 2.7689 2020-07-26 09:14:48,042 - mmaction - INFO - Epoch [92][1960/3757] lr: 4.913e-02, eta: 2 days, 9:31:16, time: 0.597, data_time: 0.027, memory: 5232, top1_acc: 0.3133, top5_acc: 0.5531, loss_cls: 3.2283, loss: 3.2283, grad_norm: 2.7544 2020-07-26 09:14:59,451 - mmaction - INFO - Epoch [92][1980/3757] lr: 4.913e-02, eta: 2 days, 9:31:02, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5383, loss_cls: 3.3516, loss: 3.3516, grad_norm: 2.9382 2020-07-26 09:15:10,837 - mmaction - INFO - Epoch [92][2000/3757] lr: 4.913e-02, eta: 2 days, 9:30:48, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5180, loss_cls: 3.3200, loss: 3.3200, grad_norm: 2.8502 2020-07-26 09:15:22,299 - mmaction - INFO - Epoch [92][2020/3757] lr: 4.913e-02, eta: 2 days, 9:30:34, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5141, loss_cls: 3.4091, loss: 3.4091, grad_norm: 2.7595 2020-07-26 09:15:33,729 - mmaction - INFO - Epoch [92][2040/3757] lr: 4.913e-02, eta: 2 days, 9:30:20, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5437, loss_cls: 3.2582, loss: 3.2582, grad_norm: 2.7018 2020-07-26 09:15:45,137 - mmaction - INFO - Epoch [92][2060/3757] lr: 4.913e-02, eta: 2 days, 9:30:06, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3133, top5_acc: 0.5539, loss_cls: 3.1837, loss: 3.1837, grad_norm: 2.7707 2020-07-26 09:15:56,556 - mmaction - INFO - Epoch [92][2080/3757] lr: 4.913e-02, eta: 2 days, 9:29:52, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5352, loss_cls: 3.2964, loss: 3.2964, grad_norm: 2.8692 2020-07-26 09:16:07,990 - mmaction - INFO - Epoch [92][2100/3757] lr: 4.913e-02, eta: 2 days, 9:29:38, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5320, loss_cls: 3.3400, loss: 3.3400, grad_norm: 2.7986 2020-07-26 09:16:19,462 - mmaction - INFO - Epoch [92][2120/3757] lr: 4.913e-02, eta: 2 days, 9:29:24, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5453, loss_cls: 3.2296, loss: 3.2296, grad_norm: 2.8612 2020-07-26 09:16:30,919 - mmaction - INFO - Epoch [92][2140/3757] lr: 4.913e-02, eta: 2 days, 9:29:10, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5133, loss_cls: 3.3986, loss: 3.3986, grad_norm: 2.8408 2020-07-26 09:16:42,342 - mmaction - INFO - Epoch [92][2160/3757] lr: 4.913e-02, eta: 2 days, 9:28:55, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5211, loss_cls: 3.3269, loss: 3.3269, grad_norm: 2.7675 2020-07-26 09:16:53,759 - mmaction - INFO - Epoch [92][2180/3757] lr: 4.913e-02, eta: 2 days, 9:28:41, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5344, loss_cls: 3.3224, loss: 3.3224, grad_norm: 2.8358 2020-07-26 09:17:05,235 - mmaction - INFO - Epoch [92][2200/3757] lr: 4.913e-02, eta: 2 days, 9:28:27, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5687, loss_cls: 3.1994, loss: 3.1994, grad_norm: 2.9047 2020-07-26 09:17:16,693 - mmaction - INFO - Epoch [92][2220/3757] lr: 4.913e-02, eta: 2 days, 9:28:13, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5297, loss_cls: 3.3286, loss: 3.3286, grad_norm: 2.9263 2020-07-26 09:17:28,073 - mmaction - INFO - Epoch [92][2240/3757] lr: 4.913e-02, eta: 2 days, 9:27:59, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5328, loss_cls: 3.2349, loss: 3.2349, grad_norm: 2.8240 2020-07-26 09:17:39,520 - mmaction - INFO - Epoch [92][2260/3757] lr: 4.913e-02, eta: 2 days, 9:27:45, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5258, loss_cls: 3.3243, loss: 3.3243, grad_norm: 2.7204 2020-07-26 09:17:51,018 - mmaction - INFO - Epoch [92][2280/3757] lr: 4.913e-02, eta: 2 days, 9:27:31, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5234, loss_cls: 3.2751, loss: 3.2751, grad_norm: 2.8022 2020-07-26 09:18:02,470 - mmaction - INFO - Epoch [92][2300/3757] lr: 4.913e-02, eta: 2 days, 9:27:17, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5188, loss_cls: 3.3768, loss: 3.3768, grad_norm: 2.9073 2020-07-26 09:18:14,017 - mmaction - INFO - Epoch [92][2320/3757] lr: 4.913e-02, eta: 2 days, 9:27:03, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5203, loss_cls: 3.3273, loss: 3.3273, grad_norm: 2.8543 2020-07-26 09:18:25,392 - mmaction - INFO - Epoch [92][2340/3757] lr: 4.913e-02, eta: 2 days, 9:26:49, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5180, loss_cls: 3.4063, loss: 3.4063, grad_norm: 2.8876 2020-07-26 09:18:36,766 - mmaction - INFO - Epoch [92][2360/3757] lr: 4.913e-02, eta: 2 days, 9:26:35, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5336, loss_cls: 3.3012, loss: 3.3012, grad_norm: 2.8358 2020-07-26 09:18:48,234 - mmaction - INFO - Epoch [92][2380/3757] lr: 4.913e-02, eta: 2 days, 9:26:21, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5305, loss_cls: 3.3671, loss: 3.3671, grad_norm: 2.7353 2020-07-26 09:18:59,699 - mmaction - INFO - Epoch [92][2400/3757] lr: 4.913e-02, eta: 2 days, 9:26:07, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5414, loss_cls: 3.3373, loss: 3.3373, grad_norm: 2.8734 2020-07-26 09:19:11,056 - mmaction - INFO - Epoch [92][2420/3757] lr: 4.913e-02, eta: 2 days, 9:25:53, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5352, loss_cls: 3.3146, loss: 3.3146, grad_norm: 2.8608 2020-07-26 09:19:22,506 - mmaction - INFO - Epoch [92][2440/3757] lr: 4.913e-02, eta: 2 days, 9:25:39, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3305, top5_acc: 0.5758, loss_cls: 3.1905, loss: 3.1905, grad_norm: 2.8803 2020-07-26 09:19:33,898 - mmaction - INFO - Epoch [92][2460/3757] lr: 4.913e-02, eta: 2 days, 9:25:25, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5406, loss_cls: 3.3020, loss: 3.3020, grad_norm: 2.9051 2020-07-26 09:19:45,384 - mmaction - INFO - Epoch [92][2480/3757] lr: 4.913e-02, eta: 2 days, 9:25:11, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5586, loss_cls: 3.1791, loss: 3.1791, grad_norm: 2.8553 2020-07-26 09:19:56,899 - mmaction - INFO - Epoch [92][2500/3757] lr: 4.913e-02, eta: 2 days, 9:24:57, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5359, loss_cls: 3.3497, loss: 3.3497, grad_norm: 2.9240 2020-07-26 09:20:08,412 - mmaction - INFO - Epoch [92][2520/3757] lr: 4.913e-02, eta: 2 days, 9:24:43, time: 0.576, data_time: 0.006, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5242, loss_cls: 3.3723, loss: 3.3723, grad_norm: 2.8107 2020-07-26 09:20:19,804 - mmaction - INFO - Epoch [92][2540/3757] lr: 4.913e-02, eta: 2 days, 9:24:29, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5078, loss_cls: 3.3881, loss: 3.3881, grad_norm: 2.8719 2020-07-26 09:20:31,210 - mmaction - INFO - Epoch [92][2560/3757] lr: 4.913e-02, eta: 2 days, 9:24:15, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5156, loss_cls: 3.3640, loss: 3.3640, grad_norm: 2.7601 2020-07-26 09:20:42,622 - mmaction - INFO - Epoch [92][2580/3757] lr: 4.913e-02, eta: 2 days, 9:24:01, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5437, loss_cls: 3.3402, loss: 3.3402, grad_norm: 2.8057 2020-07-26 09:20:54,086 - mmaction - INFO - Epoch [92][2600/3757] lr: 4.913e-02, eta: 2 days, 9:23:47, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5281, loss_cls: 3.3717, loss: 3.3717, grad_norm: 2.8374 2020-07-26 09:21:05,571 - mmaction - INFO - Epoch [92][2620/3757] lr: 4.913e-02, eta: 2 days, 9:23:33, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5484, loss_cls: 3.2413, loss: 3.2413, grad_norm: 2.8420 2020-07-26 09:21:17,045 - mmaction - INFO - Epoch [92][2640/3757] lr: 4.913e-02, eta: 2 days, 9:23:19, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5656, loss_cls: 3.1285, loss: 3.1285, grad_norm: 2.8020 2020-07-26 09:21:28,414 - mmaction - INFO - Epoch [92][2660/3757] lr: 4.913e-02, eta: 2 days, 9:23:05, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5211, loss_cls: 3.3476, loss: 3.3476, grad_norm: 2.9091 2020-07-26 09:21:39,875 - mmaction - INFO - Epoch [92][2680/3757] lr: 4.913e-02, eta: 2 days, 9:22:51, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5477, loss_cls: 3.1901, loss: 3.1901, grad_norm: 2.7944 2020-07-26 09:21:51,378 - mmaction - INFO - Epoch [92][2700/3757] lr: 4.913e-02, eta: 2 days, 9:22:37, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5047, loss_cls: 3.4646, loss: 3.4646, grad_norm: 2.9664 2020-07-26 09:22:02,887 - mmaction - INFO - Epoch [92][2720/3757] lr: 4.913e-02, eta: 2 days, 9:22:23, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5445, loss_cls: 3.2955, loss: 3.2955, grad_norm: 2.8415 2020-07-26 09:22:14,284 - mmaction - INFO - Epoch [92][2740/3757] lr: 4.913e-02, eta: 2 days, 9:22:09, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5070, loss_cls: 3.3601, loss: 3.3601, grad_norm: 2.8087 2020-07-26 09:22:25,826 - mmaction - INFO - Epoch [92][2760/3757] lr: 4.913e-02, eta: 2 days, 9:21:55, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5266, loss_cls: 3.3430, loss: 3.3430, grad_norm: 2.8669 2020-07-26 09:22:37,261 - mmaction - INFO - Epoch [92][2780/3757] lr: 4.913e-02, eta: 2 days, 9:21:41, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5172, loss_cls: 3.4090, loss: 3.4090, grad_norm: 2.8301 2020-07-26 09:22:48,699 - mmaction - INFO - Epoch [92][2800/3757] lr: 4.913e-02, eta: 2 days, 9:21:27, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5172, loss_cls: 3.3658, loss: 3.3658, grad_norm: 2.8539 2020-07-26 09:23:00,238 - mmaction - INFO - Epoch [92][2820/3757] lr: 4.913e-02, eta: 2 days, 9:21:13, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5258, loss_cls: 3.3560, loss: 3.3560, grad_norm: 2.7507 2020-07-26 09:23:11,678 - mmaction - INFO - Epoch [92][2840/3757] lr: 4.913e-02, eta: 2 days, 9:20:59, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5383, loss_cls: 3.2965, loss: 3.2965, grad_norm: 2.8499 2020-07-26 09:23:23,163 - mmaction - INFO - Epoch [92][2860/3757] lr: 4.913e-02, eta: 2 days, 9:20:45, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5195, loss_cls: 3.4601, loss: 3.4601, grad_norm: 2.8594 2020-07-26 09:23:34,581 - mmaction - INFO - Epoch [92][2880/3757] lr: 4.913e-02, eta: 2 days, 9:20:31, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5320, loss_cls: 3.3985, loss: 3.3985, grad_norm: 2.8592 2020-07-26 09:23:46,073 - mmaction - INFO - Epoch [92][2900/3757] lr: 4.913e-02, eta: 2 days, 9:20:17, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5062, loss_cls: 3.4382, loss: 3.4382, grad_norm: 2.8142 2020-07-26 09:23:57,824 - mmaction - INFO - Epoch [92][2920/3757] lr: 4.913e-02, eta: 2 days, 9:20:03, time: 0.588, data_time: 0.021, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5336, loss_cls: 3.3610, loss: 3.3610, grad_norm: 2.8032 2020-07-26 09:24:09,218 - mmaction - INFO - Epoch [92][2940/3757] lr: 4.913e-02, eta: 2 days, 9:19:49, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5602, loss_cls: 3.2752, loss: 3.2752, grad_norm: 2.8115 2020-07-26 09:24:20,763 - mmaction - INFO - Epoch [92][2960/3757] lr: 4.913e-02, eta: 2 days, 9:19:35, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5523, loss_cls: 3.2396, loss: 3.2396, grad_norm: 2.7967 2020-07-26 09:24:32,615 - mmaction - INFO - Epoch [92][2980/3757] lr: 4.913e-02, eta: 2 days, 9:19:22, time: 0.593, data_time: 0.022, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5281, loss_cls: 3.4063, loss: 3.4063, grad_norm: 2.8552 2020-07-26 09:24:44,144 - mmaction - INFO - Epoch [92][3000/3757] lr: 4.913e-02, eta: 2 days, 9:19:08, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.5164, loss_cls: 3.4163, loss: 3.4163, grad_norm: 2.7887 2020-07-26 09:24:55,633 - mmaction - INFO - Epoch [92][3020/3757] lr: 4.913e-02, eta: 2 days, 9:18:54, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5281, loss_cls: 3.2958, loss: 3.2958, grad_norm: 2.7145 2020-07-26 09:25:07,588 - mmaction - INFO - Epoch [92][3040/3757] lr: 4.913e-02, eta: 2 days, 9:18:41, time: 0.598, data_time: 0.031, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5242, loss_cls: 3.3183, loss: 3.3183, grad_norm: 2.8769 2020-07-26 09:25:19,042 - mmaction - INFO - Epoch [92][3060/3757] lr: 4.913e-02, eta: 2 days, 9:18:27, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5523, loss_cls: 3.2513, loss: 3.2513, grad_norm: 2.8417 2020-07-26 09:25:30,435 - mmaction - INFO - Epoch [92][3080/3757] lr: 4.913e-02, eta: 2 days, 9:18:13, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5125, loss_cls: 3.3792, loss: 3.3792, grad_norm: 2.8631 2020-07-26 09:25:41,920 - mmaction - INFO - Epoch [92][3100/3757] lr: 4.913e-02, eta: 2 days, 9:17:59, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5484, loss_cls: 3.2531, loss: 3.2531, grad_norm: 2.7481 2020-07-26 09:25:53,440 - mmaction - INFO - Epoch [92][3120/3757] lr: 4.913e-02, eta: 2 days, 9:17:45, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5445, loss_cls: 3.2921, loss: 3.2921, grad_norm: 2.7916 2020-07-26 09:26:04,915 - mmaction - INFO - Epoch [92][3140/3757] lr: 4.913e-02, eta: 2 days, 9:17:31, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5195, loss_cls: 3.3708, loss: 3.3708, grad_norm: 2.8285 2020-07-26 09:26:16,353 - mmaction - INFO - Epoch [92][3160/3757] lr: 4.913e-02, eta: 2 days, 9:17:17, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5211, loss_cls: 3.3907, loss: 3.3907, grad_norm: 2.7834 2020-07-26 09:26:27,853 - mmaction - INFO - Epoch [92][3180/3757] lr: 4.913e-02, eta: 2 days, 9:17:03, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5242, loss_cls: 3.3577, loss: 3.3577, grad_norm: 2.7889 2020-07-26 09:26:39,222 - mmaction - INFO - Epoch [92][3200/3757] lr: 4.913e-02, eta: 2 days, 9:16:49, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5461, loss_cls: 3.3128, loss: 3.3128, grad_norm: 2.7621 2020-07-26 09:26:50,565 - mmaction - INFO - Epoch [92][3220/3757] lr: 4.913e-02, eta: 2 days, 9:16:34, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5250, loss_cls: 3.3392, loss: 3.3392, grad_norm: 2.8341 2020-07-26 09:27:02,145 - mmaction - INFO - Epoch [92][3240/3757] lr: 4.913e-02, eta: 2 days, 9:16:21, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5203, loss_cls: 3.3578, loss: 3.3578, grad_norm: 2.8011 2020-07-26 09:27:13,595 - mmaction - INFO - Epoch [92][3260/3757] lr: 4.913e-02, eta: 2 days, 9:16:07, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5266, loss_cls: 3.3365, loss: 3.3365, grad_norm: 2.7843 2020-07-26 09:27:24,974 - mmaction - INFO - Epoch [92][3280/3757] lr: 4.913e-02, eta: 2 days, 9:15:53, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5367, loss_cls: 3.3148, loss: 3.3148, grad_norm: 2.8311 2020-07-26 09:27:36,441 - mmaction - INFO - Epoch [92][3300/3757] lr: 4.913e-02, eta: 2 days, 9:15:39, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5258, loss_cls: 3.4225, loss: 3.4225, grad_norm: 2.9219 2020-07-26 09:27:48,220 - mmaction - INFO - Epoch [92][3320/3757] lr: 4.913e-02, eta: 2 days, 9:15:25, time: 0.588, data_time: 0.018, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5422, loss_cls: 3.3014, loss: 3.3014, grad_norm: 2.7430 2020-07-26 09:27:59,716 - mmaction - INFO - Epoch [92][3340/3757] lr: 4.913e-02, eta: 2 days, 9:15:11, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5172, loss_cls: 3.3351, loss: 3.3351, grad_norm: 2.7200 2020-07-26 09:28:11,169 - mmaction - INFO - Epoch [92][3360/3757] lr: 4.913e-02, eta: 2 days, 9:14:57, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5312, loss_cls: 3.2975, loss: 3.2975, grad_norm: 2.7573 2020-07-26 09:28:22,631 - mmaction - INFO - Epoch [92][3380/3757] lr: 4.913e-02, eta: 2 days, 9:14:43, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5320, loss_cls: 3.2843, loss: 3.2843, grad_norm: 2.8296 2020-07-26 09:28:34,064 - mmaction - INFO - Epoch [92][3400/3757] lr: 4.913e-02, eta: 2 days, 9:14:29, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5086, loss_cls: 3.3514, loss: 3.3514, grad_norm: 2.8925 2020-07-26 09:28:45,580 - mmaction - INFO - Epoch [92][3420/3757] lr: 4.913e-02, eta: 2 days, 9:14:15, time: 0.575, data_time: 0.002, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5352, loss_cls: 3.2779, loss: 3.2779, grad_norm: 2.8116 2020-07-26 09:28:56,983 - mmaction - INFO - Epoch [92][3440/3757] lr: 4.913e-02, eta: 2 days, 9:14:01, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5312, loss_cls: 3.3579, loss: 3.3579, grad_norm: 2.9520 2020-07-26 09:29:08,385 - mmaction - INFO - Epoch [92][3460/3757] lr: 4.913e-02, eta: 2 days, 9:13:47, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5234, loss_cls: 3.3340, loss: 3.3340, grad_norm: 2.7890 2020-07-26 09:29:19,762 - mmaction - INFO - Epoch [92][3480/3757] lr: 4.913e-02, eta: 2 days, 9:13:33, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5398, loss_cls: 3.2647, loss: 3.2647, grad_norm: 2.7944 2020-07-26 09:29:31,185 - mmaction - INFO - Epoch [92][3500/3757] lr: 4.913e-02, eta: 2 days, 9:13:19, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5180, loss_cls: 3.3198, loss: 3.3198, grad_norm: 2.8025 2020-07-26 09:29:42,624 - mmaction - INFO - Epoch [92][3520/3757] lr: 4.913e-02, eta: 2 days, 9:13:05, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5398, loss_cls: 3.3352, loss: 3.3352, grad_norm: 2.7886 2020-07-26 09:29:54,359 - mmaction - INFO - Epoch [92][3540/3757] lr: 4.913e-02, eta: 2 days, 9:12:51, time: 0.587, data_time: 0.018, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5430, loss_cls: 3.2640, loss: 3.2640, grad_norm: 2.8120 2020-07-26 09:30:05,644 - mmaction - INFO - Epoch [92][3560/3757] lr: 4.913e-02, eta: 2 days, 9:12:37, time: 0.564, data_time: 0.002, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5188, loss_cls: 3.3537, loss: 3.3537, grad_norm: 2.8558 2020-07-26 09:30:17,016 - mmaction - INFO - Epoch [92][3580/3757] lr: 4.913e-02, eta: 2 days, 9:12:23, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2953, top5_acc: 0.5484, loss_cls: 3.2764, loss: 3.2764, grad_norm: 2.8105 2020-07-26 09:30:28,266 - mmaction - INFO - Epoch [92][3600/3757] lr: 4.913e-02, eta: 2 days, 9:12:09, time: 0.562, data_time: 0.003, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5414, loss_cls: 3.3466, loss: 3.3466, grad_norm: 2.8096 2020-07-26 09:30:39,848 - mmaction - INFO - Epoch [92][3620/3757] lr: 4.913e-02, eta: 2 days, 9:11:55, time: 0.579, data_time: 0.013, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5297, loss_cls: 3.3465, loss: 3.3465, grad_norm: 2.8488 2020-07-26 09:30:51,232 - mmaction - INFO - Epoch [92][3640/3757] lr: 4.913e-02, eta: 2 days, 9:11:41, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5352, loss_cls: 3.2600, loss: 3.2600, grad_norm: 2.8415 2020-07-26 09:31:02,627 - mmaction - INFO - Epoch [92][3660/3757] lr: 4.913e-02, eta: 2 days, 9:11:27, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5328, loss_cls: 3.3317, loss: 3.3317, grad_norm: 2.8178 2020-07-26 09:31:14,146 - mmaction - INFO - Epoch [92][3680/3757] lr: 4.913e-02, eta: 2 days, 9:11:13, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5203, loss_cls: 3.3633, loss: 3.3633, grad_norm: 2.8091 2020-07-26 09:31:25,511 - mmaction - INFO - Epoch [92][3700/3757] lr: 4.913e-02, eta: 2 days, 9:10:59, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5437, loss_cls: 3.2919, loss: 3.2919, grad_norm: 2.7521 2020-07-26 09:31:36,893 - mmaction - INFO - Epoch [92][3720/3757] lr: 4.913e-02, eta: 2 days, 9:10:45, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5398, loss_cls: 3.2465, loss: 3.2465, grad_norm: 2.8148 2020-07-26 09:31:48,361 - mmaction - INFO - Epoch [92][3740/3757] lr: 4.913e-02, eta: 2 days, 9:10:31, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5234, loss_cls: 3.3669, loss: 3.3669, grad_norm: 2.8056 2020-07-26 09:35:07,608 - mmaction - INFO - Epoch [93][20/3757] lr: 4.826e-02, eta: 2 days, 9:14:15, time: 9.154, data_time: 8.476, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5516, loss_cls: 3.2158, loss: 3.2158, grad_norm: 2.7597 2020-07-26 09:35:18,845 - mmaction - INFO - Epoch [93][40/3757] lr: 4.826e-02, eta: 2 days, 9:14:00, time: 0.562, data_time: 0.002, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5477, loss_cls: 3.2758, loss: 3.2758, grad_norm: 2.8515 2020-07-26 09:35:30,232 - mmaction - INFO - Epoch [93][60/3757] lr: 4.826e-02, eta: 2 days, 9:13:46, time: 0.569, data_time: 0.008, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5320, loss_cls: 3.2927, loss: 3.2927, grad_norm: 2.7850 2020-07-26 09:35:41,552 - mmaction - INFO - Epoch [93][80/3757] lr: 4.826e-02, eta: 2 days, 9:13:32, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5508, loss_cls: 3.1625, loss: 3.1625, grad_norm: 2.8522 2020-07-26 09:35:56,946 - mmaction - INFO - Epoch [93][100/3757] lr: 4.826e-02, eta: 2 days, 9:13:24, time: 0.770, data_time: 0.175, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5516, loss_cls: 3.2279, loss: 3.2279, grad_norm: 2.8161 2020-07-26 09:36:13,056 - mmaction - INFO - Epoch [93][120/3757] lr: 4.826e-02, eta: 2 days, 9:13:17, time: 0.805, data_time: 0.245, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5422, loss_cls: 3.2301, loss: 3.2301, grad_norm: 2.8634 2020-07-26 09:36:28,439 - mmaction - INFO - Epoch [93][140/3757] lr: 4.826e-02, eta: 2 days, 9:13:09, time: 0.769, data_time: 0.121, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5258, loss_cls: 3.4038, loss: 3.4038, grad_norm: 2.8924 2020-07-26 09:36:42,676 - mmaction - INFO - Epoch [93][160/3757] lr: 4.826e-02, eta: 2 days, 9:12:59, time: 0.712, data_time: 0.146, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5414, loss_cls: 3.2810, loss: 3.2810, grad_norm: 2.8655 2020-07-26 09:36:54,123 - mmaction - INFO - Epoch [93][180/3757] lr: 4.826e-02, eta: 2 days, 9:12:45, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5211, loss_cls: 3.2971, loss: 3.2971, grad_norm: 2.8112 2020-07-26 09:37:05,514 - mmaction - INFO - Epoch [93][200/3757] lr: 4.826e-02, eta: 2 days, 9:12:31, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5312, loss_cls: 3.2574, loss: 3.2574, grad_norm: 2.7121 2020-07-26 09:37:17,247 - mmaction - INFO - Epoch [93][220/3757] lr: 4.826e-02, eta: 2 days, 9:12:18, time: 0.586, data_time: 0.014, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5375, loss_cls: 3.3100, loss: 3.3100, grad_norm: 2.8749 2020-07-26 09:37:28,999 - mmaction - INFO - Epoch [93][240/3757] lr: 4.826e-02, eta: 2 days, 9:12:04, time: 0.588, data_time: 0.024, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5273, loss_cls: 3.3432, loss: 3.3432, grad_norm: 2.8616 2020-07-26 09:37:40,692 - mmaction - INFO - Epoch [93][260/3757] lr: 4.826e-02, eta: 2 days, 9:11:50, time: 0.585, data_time: 0.014, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5305, loss_cls: 3.3473, loss: 3.3473, grad_norm: 2.8390 2020-07-26 09:37:52,485 - mmaction - INFO - Epoch [93][280/3757] lr: 4.826e-02, eta: 2 days, 9:11:37, time: 0.589, data_time: 0.023, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5523, loss_cls: 3.2480, loss: 3.2480, grad_norm: 2.9176 2020-07-26 09:38:04,035 - mmaction - INFO - Epoch [93][300/3757] lr: 4.826e-02, eta: 2 days, 9:11:23, time: 0.578, data_time: 0.014, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5406, loss_cls: 3.2650, loss: 3.2650, grad_norm: 2.8805 2020-07-26 09:38:15,464 - mmaction - INFO - Epoch [93][320/3757] lr: 4.826e-02, eta: 2 days, 9:11:09, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5406, loss_cls: 3.3149, loss: 3.3149, grad_norm: 2.8126 2020-07-26 09:38:26,883 - mmaction - INFO - Epoch [93][340/3757] lr: 4.826e-02, eta: 2 days, 9:10:55, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5477, loss_cls: 3.3132, loss: 3.3132, grad_norm: 2.8422 2020-07-26 09:38:38,334 - mmaction - INFO - Epoch [93][360/3757] lr: 4.826e-02, eta: 2 days, 9:10:41, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5281, loss_cls: 3.2987, loss: 3.2987, grad_norm: 2.9060 2020-07-26 09:38:53,867 - mmaction - INFO - Epoch [93][380/3757] lr: 4.826e-02, eta: 2 days, 9:10:33, time: 0.776, data_time: 0.155, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5727, loss_cls: 3.2245, loss: 3.2245, grad_norm: 2.8782 2020-07-26 09:39:09,669 - mmaction - INFO - Epoch [93][400/3757] lr: 4.826e-02, eta: 2 days, 9:10:26, time: 0.790, data_time: 0.221, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5305, loss_cls: 3.3124, loss: 3.3124, grad_norm: 2.7736 2020-07-26 09:39:25,425 - mmaction - INFO - Epoch [93][420/3757] lr: 4.826e-02, eta: 2 days, 9:10:18, time: 0.788, data_time: 0.190, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5367, loss_cls: 3.2869, loss: 3.2869, grad_norm: 2.7848 2020-07-26 09:39:41,496 - mmaction - INFO - Epoch [93][440/3757] lr: 4.826e-02, eta: 2 days, 9:10:11, time: 0.804, data_time: 0.185, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5578, loss_cls: 3.1893, loss: 3.1893, grad_norm: 2.7971 2020-07-26 09:39:52,950 - mmaction - INFO - Epoch [93][460/3757] lr: 4.826e-02, eta: 2 days, 9:09:57, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3141, top5_acc: 0.5492, loss_cls: 3.2232, loss: 3.2232, grad_norm: 2.8383 2020-07-26 09:40:04,302 - mmaction - INFO - Epoch [93][480/3757] lr: 4.826e-02, eta: 2 days, 9:09:43, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5297, loss_cls: 3.3046, loss: 3.3046, grad_norm: 2.8438 2020-07-26 09:40:16,034 - mmaction - INFO - Epoch [93][500/3757] lr: 4.826e-02, eta: 2 days, 9:09:30, time: 0.587, data_time: 0.026, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5391, loss_cls: 3.2975, loss: 3.2975, grad_norm: 2.7783 2020-07-26 09:40:27,716 - mmaction - INFO - Epoch [93][520/3757] lr: 4.826e-02, eta: 2 days, 9:09:16, time: 0.584, data_time: 0.012, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5484, loss_cls: 3.2599, loss: 3.2599, grad_norm: 2.8028 2020-07-26 09:40:39,466 - mmaction - INFO - Epoch [93][540/3757] lr: 4.826e-02, eta: 2 days, 9:09:02, time: 0.587, data_time: 0.022, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5516, loss_cls: 3.1851, loss: 3.1851, grad_norm: 2.7970 2020-07-26 09:40:51,259 - mmaction - INFO - Epoch [93][560/3757] lr: 4.826e-02, eta: 2 days, 9:08:49, time: 0.590, data_time: 0.026, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5430, loss_cls: 3.2436, loss: 3.2436, grad_norm: 2.8245 2020-07-26 09:41:03,075 - mmaction - INFO - Epoch [93][580/3757] lr: 4.826e-02, eta: 2 days, 9:08:35, time: 0.591, data_time: 0.024, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5687, loss_cls: 3.1436, loss: 3.1436, grad_norm: 2.8590 2020-07-26 09:41:14,498 - mmaction - INFO - Epoch [93][600/3757] lr: 4.826e-02, eta: 2 days, 9:08:21, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5437, loss_cls: 3.2562, loss: 3.2562, grad_norm: 2.8390 2020-07-26 09:41:25,939 - mmaction - INFO - Epoch [93][620/3757] lr: 4.826e-02, eta: 2 days, 9:08:07, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5469, loss_cls: 3.2526, loss: 3.2526, grad_norm: 2.9301 2020-07-26 09:41:37,264 - mmaction - INFO - Epoch [93][640/3757] lr: 4.826e-02, eta: 2 days, 9:07:53, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5180, loss_cls: 3.4358, loss: 3.4358, grad_norm: 2.8764 2020-07-26 09:41:48,779 - mmaction - INFO - Epoch [93][660/3757] lr: 4.826e-02, eta: 2 days, 9:07:39, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2664, top5_acc: 0.5500, loss_cls: 3.3440, loss: 3.3440, grad_norm: 2.8341 2020-07-26 09:42:00,286 - mmaction - INFO - Epoch [93][680/3757] lr: 4.826e-02, eta: 2 days, 9:07:25, time: 0.575, data_time: 0.002, memory: 5232, top1_acc: 0.2953, top5_acc: 0.5352, loss_cls: 3.3066, loss: 3.3066, grad_norm: 2.8308 2020-07-26 09:42:11,641 - mmaction - INFO - Epoch [93][700/3757] lr: 4.826e-02, eta: 2 days, 9:07:11, time: 0.568, data_time: 0.001, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5406, loss_cls: 3.2447, loss: 3.2447, grad_norm: 2.8145 2020-07-26 09:42:23,105 - mmaction - INFO - Epoch [93][720/3757] lr: 4.826e-02, eta: 2 days, 9:06:57, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5391, loss_cls: 3.2470, loss: 3.2470, grad_norm: 2.8494 2020-07-26 09:42:34,477 - mmaction - INFO - Epoch [93][740/3757] lr: 4.826e-02, eta: 2 days, 9:06:43, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5320, loss_cls: 3.2621, loss: 3.2621, grad_norm: 2.8651 2020-07-26 09:42:45,967 - mmaction - INFO - Epoch [93][760/3757] lr: 4.826e-02, eta: 2 days, 9:06:29, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5297, loss_cls: 3.3033, loss: 3.3033, grad_norm: 2.7712 2020-07-26 09:42:57,493 - mmaction - INFO - Epoch [93][780/3757] lr: 4.826e-02, eta: 2 days, 9:06:15, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5273, loss_cls: 3.2970, loss: 3.2970, grad_norm: 2.8213 2020-07-26 09:43:08,867 - mmaction - INFO - Epoch [93][800/3757] lr: 4.826e-02, eta: 2 days, 9:06:01, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5156, loss_cls: 3.3608, loss: 3.3608, grad_norm: 2.9373 2020-07-26 09:43:20,219 - mmaction - INFO - Epoch [93][820/3757] lr: 4.826e-02, eta: 2 days, 9:05:47, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5547, loss_cls: 3.2621, loss: 3.2621, grad_norm: 2.7581 2020-07-26 09:43:31,788 - mmaction - INFO - Epoch [93][840/3757] lr: 4.826e-02, eta: 2 days, 9:05:33, time: 0.579, data_time: 0.015, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5445, loss_cls: 3.2515, loss: 3.2515, grad_norm: 2.8847 2020-07-26 09:43:43,318 - mmaction - INFO - Epoch [93][860/3757] lr: 4.826e-02, eta: 2 days, 9:05:19, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5406, loss_cls: 3.3437, loss: 3.3437, grad_norm: 2.8794 2020-07-26 09:43:54,824 - mmaction - INFO - Epoch [93][880/3757] lr: 4.826e-02, eta: 2 days, 9:05:05, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5227, loss_cls: 3.3675, loss: 3.3675, grad_norm: 2.8443 2020-07-26 09:44:06,235 - mmaction - INFO - Epoch [93][900/3757] lr: 4.826e-02, eta: 2 days, 9:04:51, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5477, loss_cls: 3.3370, loss: 3.3370, grad_norm: 2.8966 2020-07-26 09:44:17,666 - mmaction - INFO - Epoch [93][920/3757] lr: 4.826e-02, eta: 2 days, 9:04:37, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5320, loss_cls: 3.2766, loss: 3.2766, grad_norm: 2.8062 2020-07-26 09:44:29,024 - mmaction - INFO - Epoch [93][940/3757] lr: 4.826e-02, eta: 2 days, 9:04:23, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5258, loss_cls: 3.3186, loss: 3.3186, grad_norm: 2.7893 2020-07-26 09:44:40,480 - mmaction - INFO - Epoch [93][960/3757] lr: 4.826e-02, eta: 2 days, 9:04:09, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5391, loss_cls: 3.2538, loss: 3.2538, grad_norm: 2.8222 2020-07-26 09:44:51,964 - mmaction - INFO - Epoch [93][980/3757] lr: 4.826e-02, eta: 2 days, 9:03:55, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5359, loss_cls: 3.2643, loss: 3.2643, grad_norm: 2.8672 2020-07-26 09:45:03,318 - mmaction - INFO - Epoch [93][1000/3757] lr: 4.826e-02, eta: 2 days, 9:03:41, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5445, loss_cls: 3.2878, loss: 3.2878, grad_norm: 2.8941 2020-07-26 09:45:14,789 - mmaction - INFO - Epoch [93][1020/3757] lr: 4.826e-02, eta: 2 days, 9:03:27, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5297, loss_cls: 3.2895, loss: 3.2895, grad_norm: 2.9029 2020-07-26 09:45:26,233 - mmaction - INFO - Epoch [93][1040/3757] lr: 4.826e-02, eta: 2 days, 9:03:13, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5328, loss_cls: 3.3146, loss: 3.3146, grad_norm: 2.8742 2020-07-26 09:45:37,660 - mmaction - INFO - Epoch [93][1060/3757] lr: 4.826e-02, eta: 2 days, 9:02:59, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5352, loss_cls: 3.2886, loss: 3.2886, grad_norm: 2.8410 2020-07-26 09:45:49,139 - mmaction - INFO - Epoch [93][1080/3757] lr: 4.826e-02, eta: 2 days, 9:02:45, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5555, loss_cls: 3.2941, loss: 3.2941, grad_norm: 2.8192 2020-07-26 09:46:00,511 - mmaction - INFO - Epoch [93][1100/3757] lr: 4.826e-02, eta: 2 days, 9:02:30, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5375, loss_cls: 3.3205, loss: 3.3205, grad_norm: 2.8348 2020-07-26 09:46:12,029 - mmaction - INFO - Epoch [93][1120/3757] lr: 4.826e-02, eta: 2 days, 9:02:17, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5102, loss_cls: 3.3533, loss: 3.3533, grad_norm: 2.8280 2020-07-26 09:46:23,455 - mmaction - INFO - Epoch [93][1140/3757] lr: 4.826e-02, eta: 2 days, 9:02:02, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5625, loss_cls: 3.1840, loss: 3.1840, grad_norm: 2.7784 2020-07-26 09:46:34,836 - mmaction - INFO - Epoch [93][1160/3757] lr: 4.826e-02, eta: 2 days, 9:01:48, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5375, loss_cls: 3.3181, loss: 3.3181, grad_norm: 2.9585 2020-07-26 09:46:46,279 - mmaction - INFO - Epoch [93][1180/3757] lr: 4.826e-02, eta: 2 days, 9:01:34, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5133, loss_cls: 3.4678, loss: 3.4678, grad_norm: 2.9270 2020-07-26 09:46:57,760 - mmaction - INFO - Epoch [93][1200/3757] lr: 4.826e-02, eta: 2 days, 9:01:20, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5141, loss_cls: 3.4005, loss: 3.4005, grad_norm: 2.8093 2020-07-26 09:47:09,192 - mmaction - INFO - Epoch [93][1220/3757] lr: 4.826e-02, eta: 2 days, 9:01:06, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5242, loss_cls: 3.3762, loss: 3.3762, grad_norm: 2.8653 2020-07-26 09:47:20,646 - mmaction - INFO - Epoch [93][1240/3757] lr: 4.826e-02, eta: 2 days, 9:00:52, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5484, loss_cls: 3.2679, loss: 3.2679, grad_norm: 2.8543 2020-07-26 09:47:32,151 - mmaction - INFO - Epoch [93][1260/3757] lr: 4.826e-02, eta: 2 days, 9:00:38, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5242, loss_cls: 3.3724, loss: 3.3724, grad_norm: 2.8263 2020-07-26 09:47:43,610 - mmaction - INFO - Epoch [93][1280/3757] lr: 4.826e-02, eta: 2 days, 9:00:24, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5211, loss_cls: 3.3638, loss: 3.3638, grad_norm: 2.8213 2020-07-26 09:47:55,081 - mmaction - INFO - Epoch [93][1300/3757] lr: 4.826e-02, eta: 2 days, 9:00:10, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5516, loss_cls: 3.2265, loss: 3.2265, grad_norm: 2.9354 2020-07-26 09:48:06,398 - mmaction - INFO - Epoch [93][1320/3757] lr: 4.826e-02, eta: 2 days, 8:59:56, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2953, top5_acc: 0.5484, loss_cls: 3.2702, loss: 3.2702, grad_norm: 2.8082 2020-07-26 09:48:18,058 - mmaction - INFO - Epoch [93][1340/3757] lr: 4.826e-02, eta: 2 days, 8:59:43, time: 0.583, data_time: 0.017, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5180, loss_cls: 3.3892, loss: 3.3892, grad_norm: 2.8794 2020-07-26 09:48:29,497 - mmaction - INFO - Epoch [93][1360/3757] lr: 4.826e-02, eta: 2 days, 8:59:28, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5328, loss_cls: 3.3194, loss: 3.3194, grad_norm: 2.7756 2020-07-26 09:48:40,962 - mmaction - INFO - Epoch [93][1380/3757] lr: 4.826e-02, eta: 2 days, 8:59:15, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5336, loss_cls: 3.2585, loss: 3.2585, grad_norm: 2.7880 2020-07-26 09:48:52,423 - mmaction - INFO - Epoch [93][1400/3757] lr: 4.826e-02, eta: 2 days, 8:59:01, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2594, top5_acc: 0.5109, loss_cls: 3.4008, loss: 3.4008, grad_norm: 2.8681 2020-07-26 09:49:03,911 - mmaction - INFO - Epoch [93][1420/3757] lr: 4.826e-02, eta: 2 days, 8:58:47, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.5242, loss_cls: 3.4539, loss: 3.4539, grad_norm: 2.7939 2020-07-26 09:49:15,390 - mmaction - INFO - Epoch [93][1440/3757] lr: 4.826e-02, eta: 2 days, 8:58:33, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5336, loss_cls: 3.3218, loss: 3.3218, grad_norm: 2.7981 2020-07-26 09:49:26,853 - mmaction - INFO - Epoch [93][1460/3757] lr: 4.826e-02, eta: 2 days, 8:58:19, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5164, loss_cls: 3.4054, loss: 3.4054, grad_norm: 2.8727 2020-07-26 09:49:38,333 - mmaction - INFO - Epoch [93][1480/3757] lr: 4.826e-02, eta: 2 days, 8:58:05, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5406, loss_cls: 3.2807, loss: 3.2807, grad_norm: 2.7979 2020-07-26 09:49:49,738 - mmaction - INFO - Epoch [93][1500/3757] lr: 4.826e-02, eta: 2 days, 8:57:51, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5312, loss_cls: 3.3181, loss: 3.3181, grad_norm: 2.8070 2020-07-26 09:50:01,191 - mmaction - INFO - Epoch [93][1520/3757] lr: 4.826e-02, eta: 2 days, 8:57:37, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2586, top5_acc: 0.5125, loss_cls: 3.4448, loss: 3.4448, grad_norm: 2.8139 2020-07-26 09:50:12,801 - mmaction - INFO - Epoch [93][1540/3757] lr: 4.826e-02, eta: 2 days, 8:57:23, time: 0.580, data_time: 0.015, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5516, loss_cls: 3.2376, loss: 3.2376, grad_norm: 2.7769 2020-07-26 09:50:24,320 - mmaction - INFO - Epoch [93][1560/3757] lr: 4.826e-02, eta: 2 days, 8:57:09, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5172, loss_cls: 3.4326, loss: 3.4326, grad_norm: 2.7757 2020-07-26 09:50:35,604 - mmaction - INFO - Epoch [93][1580/3757] lr: 4.826e-02, eta: 2 days, 8:56:55, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5461, loss_cls: 3.2396, loss: 3.2396, grad_norm: 2.7844 2020-07-26 09:50:47,070 - mmaction - INFO - Epoch [93][1600/3757] lr: 4.826e-02, eta: 2 days, 8:56:41, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5250, loss_cls: 3.3546, loss: 3.3546, grad_norm: 2.9073 2020-07-26 09:50:58,582 - mmaction - INFO - Epoch [93][1620/3757] lr: 4.826e-02, eta: 2 days, 8:56:27, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5172, loss_cls: 3.4187, loss: 3.4187, grad_norm: 2.8582 2020-07-26 09:51:09,977 - mmaction - INFO - Epoch [93][1640/3757] lr: 4.826e-02, eta: 2 days, 8:56:13, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5258, loss_cls: 3.3383, loss: 3.3383, grad_norm: 2.7799 2020-07-26 09:51:21,479 - mmaction - INFO - Epoch [93][1660/3757] lr: 4.826e-02, eta: 2 days, 8:55:59, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5391, loss_cls: 3.3150, loss: 3.3150, grad_norm: 2.7513 2020-07-26 09:51:32,969 - mmaction - INFO - Epoch [93][1680/3757] lr: 4.826e-02, eta: 2 days, 8:55:45, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5281, loss_cls: 3.4004, loss: 3.4004, grad_norm: 2.8619 2020-07-26 09:51:44,970 - mmaction - INFO - Epoch [93][1700/3757] lr: 4.826e-02, eta: 2 days, 8:55:32, time: 0.599, data_time: 0.023, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5492, loss_cls: 3.2859, loss: 3.2859, grad_norm: 2.7036 2020-07-26 09:51:56,327 - mmaction - INFO - Epoch [93][1720/3757] lr: 4.826e-02, eta: 2 days, 8:55:18, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5430, loss_cls: 3.2533, loss: 3.2533, grad_norm: 2.8478 2020-07-26 09:52:07,809 - mmaction - INFO - Epoch [93][1740/3757] lr: 4.826e-02, eta: 2 days, 8:55:04, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5406, loss_cls: 3.2474, loss: 3.2474, grad_norm: 2.7897 2020-07-26 09:52:19,301 - mmaction - INFO - Epoch [93][1760/3757] lr: 4.826e-02, eta: 2 days, 8:54:50, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5273, loss_cls: 3.3071, loss: 3.3071, grad_norm: 2.8328 2020-07-26 09:52:30,686 - mmaction - INFO - Epoch [93][1780/3757] lr: 4.826e-02, eta: 2 days, 8:54:36, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5570, loss_cls: 3.1898, loss: 3.1898, grad_norm: 2.8030 2020-07-26 09:52:42,139 - mmaction - INFO - Epoch [93][1800/3757] lr: 4.826e-02, eta: 2 days, 8:54:22, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5250, loss_cls: 3.3696, loss: 3.3696, grad_norm: 2.9600 2020-07-26 09:52:53,575 - mmaction - INFO - Epoch [93][1820/3757] lr: 4.826e-02, eta: 2 days, 8:54:08, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5375, loss_cls: 3.2824, loss: 3.2824, grad_norm: 2.8016 2020-07-26 09:53:05,026 - mmaction - INFO - Epoch [93][1840/3757] lr: 4.826e-02, eta: 2 days, 8:53:54, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5312, loss_cls: 3.3444, loss: 3.3444, grad_norm: 2.8500 2020-07-26 09:53:16,545 - mmaction - INFO - Epoch [93][1860/3757] lr: 4.826e-02, eta: 2 days, 8:53:40, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5516, loss_cls: 3.2732, loss: 3.2732, grad_norm: 2.8359 2020-07-26 09:53:28,029 - mmaction - INFO - Epoch [93][1880/3757] lr: 4.826e-02, eta: 2 days, 8:53:26, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5398, loss_cls: 3.2904, loss: 3.2904, grad_norm: 2.7953 2020-07-26 09:53:39,466 - mmaction - INFO - Epoch [93][1900/3757] lr: 4.826e-02, eta: 2 days, 8:53:12, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5477, loss_cls: 3.2620, loss: 3.2620, grad_norm: 2.7234 2020-07-26 09:53:50,978 - mmaction - INFO - Epoch [93][1920/3757] lr: 4.826e-02, eta: 2 days, 8:52:58, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5539, loss_cls: 3.2162, loss: 3.2162, grad_norm: 2.7932 2020-07-26 09:54:02,476 - mmaction - INFO - Epoch [93][1940/3757] lr: 4.826e-02, eta: 2 days, 8:52:44, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5398, loss_cls: 3.2250, loss: 3.2250, grad_norm: 2.8411 2020-07-26 09:54:14,036 - mmaction - INFO - Epoch [93][1960/3757] lr: 4.826e-02, eta: 2 days, 8:52:30, time: 0.578, data_time: 0.004, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5805, loss_cls: 3.1432, loss: 3.1432, grad_norm: 2.8735 2020-07-26 09:54:25,635 - mmaction - INFO - Epoch [93][1980/3757] lr: 4.826e-02, eta: 2 days, 8:52:16, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.2953, top5_acc: 0.5188, loss_cls: 3.3483, loss: 3.3483, grad_norm: 2.9110 2020-07-26 09:54:37,026 - mmaction - INFO - Epoch [93][2000/3757] lr: 4.826e-02, eta: 2 days, 8:52:02, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5172, loss_cls: 3.3133, loss: 3.3133, grad_norm: 2.8418 2020-07-26 09:54:48,535 - mmaction - INFO - Epoch [93][2020/3757] lr: 4.826e-02, eta: 2 days, 8:51:48, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5195, loss_cls: 3.3741, loss: 3.3741, grad_norm: 2.8741 2020-07-26 09:55:00,495 - mmaction - INFO - Epoch [93][2040/3757] lr: 4.826e-02, eta: 2 days, 8:51:35, time: 0.598, data_time: 0.033, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5250, loss_cls: 3.3648, loss: 3.3648, grad_norm: 2.8621 2020-07-26 09:55:11,871 - mmaction - INFO - Epoch [93][2060/3757] lr: 4.826e-02, eta: 2 days, 8:51:21, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5367, loss_cls: 3.3491, loss: 3.3491, grad_norm: 2.8970 2020-07-26 09:55:23,293 - mmaction - INFO - Epoch [93][2080/3757] lr: 4.826e-02, eta: 2 days, 8:51:07, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5609, loss_cls: 3.2653, loss: 3.2653, grad_norm: 2.8499 2020-07-26 09:55:34,734 - mmaction - INFO - Epoch [93][2100/3757] lr: 4.826e-02, eta: 2 days, 8:50:53, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5398, loss_cls: 3.2532, loss: 3.2532, grad_norm: 2.8508 2020-07-26 09:55:46,230 - mmaction - INFO - Epoch [93][2120/3757] lr: 4.826e-02, eta: 2 days, 8:50:39, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5094, loss_cls: 3.3614, loss: 3.3614, grad_norm: 2.8503 2020-07-26 09:55:57,696 - mmaction - INFO - Epoch [93][2140/3757] lr: 4.826e-02, eta: 2 days, 8:50:25, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5523, loss_cls: 3.2391, loss: 3.2391, grad_norm: 2.8048 2020-07-26 09:56:09,123 - mmaction - INFO - Epoch [93][2160/3757] lr: 4.826e-02, eta: 2 days, 8:50:11, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5578, loss_cls: 3.3007, loss: 3.3007, grad_norm: 2.8075 2020-07-26 09:56:20,551 - mmaction - INFO - Epoch [93][2180/3757] lr: 4.826e-02, eta: 2 days, 8:49:57, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5656, loss_cls: 3.2167, loss: 3.2167, grad_norm: 2.8672 2020-07-26 09:56:32,000 - mmaction - INFO - Epoch [93][2200/3757] lr: 4.826e-02, eta: 2 days, 8:49:43, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5164, loss_cls: 3.3461, loss: 3.3461, grad_norm: 2.8862 2020-07-26 09:56:43,514 - mmaction - INFO - Epoch [93][2220/3757] lr: 4.826e-02, eta: 2 days, 8:49:29, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5289, loss_cls: 3.3751, loss: 3.3751, grad_norm: 2.8405 2020-07-26 09:56:55,418 - mmaction - INFO - Epoch [93][2240/3757] lr: 4.826e-02, eta: 2 days, 8:49:16, time: 0.596, data_time: 0.030, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5281, loss_cls: 3.3037, loss: 3.3037, grad_norm: 2.8519 2020-07-26 09:57:06,953 - mmaction - INFO - Epoch [93][2260/3757] lr: 4.826e-02, eta: 2 days, 8:49:02, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5617, loss_cls: 3.2064, loss: 3.2064, grad_norm: 2.7600 2020-07-26 09:57:18,358 - mmaction - INFO - Epoch [93][2280/3757] lr: 4.826e-02, eta: 2 days, 8:48:48, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5359, loss_cls: 3.3181, loss: 3.3181, grad_norm: 2.9214 2020-07-26 09:57:29,758 - mmaction - INFO - Epoch [93][2300/3757] lr: 4.826e-02, eta: 2 days, 8:48:34, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5328, loss_cls: 3.2923, loss: 3.2923, grad_norm: 2.8563 2020-07-26 09:57:41,253 - mmaction - INFO - Epoch [93][2320/3757] lr: 4.826e-02, eta: 2 days, 8:48:20, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5344, loss_cls: 3.3142, loss: 3.3142, grad_norm: 2.8122 2020-07-26 09:57:52,640 - mmaction - INFO - Epoch [93][2340/3757] lr: 4.826e-02, eta: 2 days, 8:48:06, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5445, loss_cls: 3.2672, loss: 3.2672, grad_norm: 2.7809 2020-07-26 09:58:04,093 - mmaction - INFO - Epoch [93][2360/3757] lr: 4.826e-02, eta: 2 days, 8:47:52, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5508, loss_cls: 3.2972, loss: 3.2972, grad_norm: 2.8426 2020-07-26 09:58:15,570 - mmaction - INFO - Epoch [93][2380/3757] lr: 4.826e-02, eta: 2 days, 8:47:38, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5383, loss_cls: 3.3272, loss: 3.3272, grad_norm: 2.8320 2020-07-26 09:58:27,015 - mmaction - INFO - Epoch [93][2400/3757] lr: 4.826e-02, eta: 2 days, 8:47:24, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5273, loss_cls: 3.3168, loss: 3.3168, grad_norm: 2.7931 2020-07-26 09:58:38,359 - mmaction - INFO - Epoch [93][2420/3757] lr: 4.826e-02, eta: 2 days, 8:47:10, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5367, loss_cls: 3.3194, loss: 3.3194, grad_norm: 2.8361 2020-07-26 09:58:49,766 - mmaction - INFO - Epoch [93][2440/3757] lr: 4.826e-02, eta: 2 days, 8:46:56, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5344, loss_cls: 3.3209, loss: 3.3209, grad_norm: 2.7913 2020-07-26 09:59:01,176 - mmaction - INFO - Epoch [93][2460/3757] lr: 4.826e-02, eta: 2 days, 8:46:42, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5328, loss_cls: 3.3686, loss: 3.3686, grad_norm: 2.8990 2020-07-26 09:59:12,591 - mmaction - INFO - Epoch [93][2480/3757] lr: 4.826e-02, eta: 2 days, 8:46:28, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5547, loss_cls: 3.1962, loss: 3.1962, grad_norm: 2.8908 2020-07-26 09:59:24,110 - mmaction - INFO - Epoch [93][2500/3757] lr: 4.826e-02, eta: 2 days, 8:46:14, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5156, loss_cls: 3.4681, loss: 3.4681, grad_norm: 2.9155 2020-07-26 09:59:35,519 - mmaction - INFO - Epoch [93][2520/3757] lr: 4.826e-02, eta: 2 days, 8:46:00, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5383, loss_cls: 3.2700, loss: 3.2700, grad_norm: 2.8349 2020-07-26 09:59:46,971 - mmaction - INFO - Epoch [93][2540/3757] lr: 4.826e-02, eta: 2 days, 8:45:46, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5461, loss_cls: 3.3350, loss: 3.3350, grad_norm: 2.8689 2020-07-26 09:59:58,434 - mmaction - INFO - Epoch [93][2560/3757] lr: 4.826e-02, eta: 2 days, 8:45:32, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5469, loss_cls: 3.2260, loss: 3.2260, grad_norm: 2.7819 2020-07-26 10:00:16,361 - mmaction - INFO - Epoch [93][2580/3757] lr: 4.826e-02, eta: 2 days, 8:45:27, time: 0.894, data_time: 0.003, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5133, loss_cls: 3.4083, loss: 3.4083, grad_norm: 2.9078 2020-07-26 10:00:27,922 - mmaction - INFO - Epoch [93][2600/3757] lr: 4.826e-02, eta: 2 days, 8:45:14, time: 0.581, data_time: 0.006, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5461, loss_cls: 3.2818, loss: 3.2818, grad_norm: 2.7666 2020-07-26 10:00:39,389 - mmaction - INFO - Epoch [93][2620/3757] lr: 4.826e-02, eta: 2 days, 8:45:00, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5375, loss_cls: 3.3085, loss: 3.3085, grad_norm: 2.8529 2020-07-26 10:00:50,830 - mmaction - INFO - Epoch [93][2640/3757] lr: 4.826e-02, eta: 2 days, 8:44:46, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5445, loss_cls: 3.2504, loss: 3.2504, grad_norm: 2.8669 2020-07-26 10:01:02,235 - mmaction - INFO - Epoch [93][2660/3757] lr: 4.826e-02, eta: 2 days, 8:44:32, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5687, loss_cls: 3.2806, loss: 3.2806, grad_norm: 2.8838 2020-07-26 10:01:13,658 - mmaction - INFO - Epoch [93][2680/3757] lr: 4.826e-02, eta: 2 days, 8:44:18, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5180, loss_cls: 3.4009, loss: 3.4009, grad_norm: 2.8392 2020-07-26 10:01:25,019 - mmaction - INFO - Epoch [93][2700/3757] lr: 4.826e-02, eta: 2 days, 8:44:04, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5578, loss_cls: 3.2336, loss: 3.2336, grad_norm: 2.7848 2020-07-26 10:01:36,486 - mmaction - INFO - Epoch [93][2720/3757] lr: 4.826e-02, eta: 2 days, 8:43:50, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5359, loss_cls: 3.3051, loss: 3.3051, grad_norm: 2.9709 2020-07-26 10:01:47,957 - mmaction - INFO - Epoch [93][2740/3757] lr: 4.826e-02, eta: 2 days, 8:43:36, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5367, loss_cls: 3.3120, loss: 3.3120, grad_norm: 2.8301 2020-07-26 10:01:59,344 - mmaction - INFO - Epoch [93][2760/3757] lr: 4.826e-02, eta: 2 days, 8:43:22, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5289, loss_cls: 3.3961, loss: 3.3961, grad_norm: 2.8368 2020-07-26 10:02:10,776 - mmaction - INFO - Epoch [93][2780/3757] lr: 4.826e-02, eta: 2 days, 8:43:08, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5047, loss_cls: 3.4498, loss: 3.4498, grad_norm: 2.8082 2020-07-26 10:02:22,367 - mmaction - INFO - Epoch [93][2800/3757] lr: 4.826e-02, eta: 2 days, 8:42:54, time: 0.579, data_time: 0.014, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5484, loss_cls: 3.2900, loss: 3.2900, grad_norm: 2.7547 2020-07-26 10:02:33,877 - mmaction - INFO - Epoch [93][2820/3757] lr: 4.826e-02, eta: 2 days, 8:42:40, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5297, loss_cls: 3.2571, loss: 3.2571, grad_norm: 2.7257 2020-07-26 10:02:45,254 - mmaction - INFO - Epoch [93][2840/3757] lr: 4.826e-02, eta: 2 days, 8:42:26, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5328, loss_cls: 3.3877, loss: 3.3877, grad_norm: 2.8329 2020-07-26 10:02:57,091 - mmaction - INFO - Epoch [93][2860/3757] lr: 4.826e-02, eta: 2 days, 8:42:12, time: 0.592, data_time: 0.029, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5344, loss_cls: 3.3120, loss: 3.3120, grad_norm: 2.8932 2020-07-26 10:03:08,532 - mmaction - INFO - Epoch [93][2880/3757] lr: 4.826e-02, eta: 2 days, 8:41:58, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5250, loss_cls: 3.3386, loss: 3.3386, grad_norm: 2.8262 2020-07-26 10:03:20,050 - mmaction - INFO - Epoch [93][2900/3757] lr: 4.826e-02, eta: 2 days, 8:41:45, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5289, loss_cls: 3.3284, loss: 3.3284, grad_norm: 2.8067 2020-07-26 10:03:31,552 - mmaction - INFO - Epoch [93][2920/3757] lr: 4.826e-02, eta: 2 days, 8:41:31, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5570, loss_cls: 3.2077, loss: 3.2077, grad_norm: 2.8189 2020-07-26 10:03:42,987 - mmaction - INFO - Epoch [93][2940/3757] lr: 4.826e-02, eta: 2 days, 8:41:17, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5414, loss_cls: 3.2809, loss: 3.2809, grad_norm: 2.8163 2020-07-26 10:03:54,429 - mmaction - INFO - Epoch [93][2960/3757] lr: 4.826e-02, eta: 2 days, 8:41:03, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5367, loss_cls: 3.2693, loss: 3.2693, grad_norm: 2.8670 2020-07-26 10:04:05,840 - mmaction - INFO - Epoch [93][2980/3757] lr: 4.826e-02, eta: 2 days, 8:40:49, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5594, loss_cls: 3.2172, loss: 3.2172, grad_norm: 2.8130 2020-07-26 10:04:17,328 - mmaction - INFO - Epoch [93][3000/3757] lr: 4.826e-02, eta: 2 days, 8:40:35, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5359, loss_cls: 3.3079, loss: 3.3079, grad_norm: 2.9035 2020-07-26 10:04:28,790 - mmaction - INFO - Epoch [93][3020/3757] lr: 4.826e-02, eta: 2 days, 8:40:21, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5453, loss_cls: 3.2228, loss: 3.2228, grad_norm: 2.8745 2020-07-26 10:04:40,213 - mmaction - INFO - Epoch [93][3040/3757] lr: 4.826e-02, eta: 2 days, 8:40:07, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5484, loss_cls: 3.2463, loss: 3.2463, grad_norm: 2.9324 2020-07-26 10:04:51,664 - mmaction - INFO - Epoch [93][3060/3757] lr: 4.826e-02, eta: 2 days, 8:39:53, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5312, loss_cls: 3.3229, loss: 3.3229, grad_norm: 2.8778 2020-07-26 10:05:03,135 - mmaction - INFO - Epoch [93][3080/3757] lr: 4.826e-02, eta: 2 days, 8:39:39, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5430, loss_cls: 3.2427, loss: 3.2427, grad_norm: 2.8234 2020-07-26 10:05:14,497 - mmaction - INFO - Epoch [93][3100/3757] lr: 4.826e-02, eta: 2 days, 8:39:25, time: 0.567, data_time: 0.001, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5391, loss_cls: 3.3472, loss: 3.3472, grad_norm: 2.8265 2020-07-26 10:05:25,922 - mmaction - INFO - Epoch [93][3120/3757] lr: 4.826e-02, eta: 2 days, 8:39:11, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5078, loss_cls: 3.4255, loss: 3.4255, grad_norm: 2.8235 2020-07-26 10:05:37,390 - mmaction - INFO - Epoch [93][3140/3757] lr: 4.826e-02, eta: 2 days, 8:38:57, time: 0.573, data_time: 0.006, memory: 5232, top1_acc: 0.2953, top5_acc: 0.5539, loss_cls: 3.2124, loss: 3.2124, grad_norm: 2.7865 2020-07-26 10:05:48,863 - mmaction - INFO - Epoch [93][3160/3757] lr: 4.826e-02, eta: 2 days, 8:38:43, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5258, loss_cls: 3.3581, loss: 3.3581, grad_norm: 2.8983 2020-07-26 10:06:00,373 - mmaction - INFO - Epoch [93][3180/3757] lr: 4.826e-02, eta: 2 days, 8:38:29, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5336, loss_cls: 3.2880, loss: 3.2880, grad_norm: 2.8515 2020-07-26 10:06:11,804 - mmaction - INFO - Epoch [93][3200/3757] lr: 4.826e-02, eta: 2 days, 8:38:15, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5289, loss_cls: 3.3167, loss: 3.3167, grad_norm: 2.8030 2020-07-26 10:06:23,278 - mmaction - INFO - Epoch [93][3220/3757] lr: 4.826e-02, eta: 2 days, 8:38:01, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5211, loss_cls: 3.2946, loss: 3.2946, grad_norm: 2.8456 2020-07-26 10:06:34,703 - mmaction - INFO - Epoch [93][3240/3757] lr: 4.826e-02, eta: 2 days, 8:37:47, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5453, loss_cls: 3.2903, loss: 3.2903, grad_norm: 2.9478 2020-07-26 10:06:46,088 - mmaction - INFO - Epoch [93][3260/3757] lr: 4.826e-02, eta: 2 days, 8:37:33, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5508, loss_cls: 3.2464, loss: 3.2464, grad_norm: 2.8478 2020-07-26 10:06:57,717 - mmaction - INFO - Epoch [93][3280/3757] lr: 4.826e-02, eta: 2 days, 8:37:19, time: 0.582, data_time: 0.019, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5352, loss_cls: 3.3553, loss: 3.3553, grad_norm: 2.9039 2020-07-26 10:07:09,198 - mmaction - INFO - Epoch [93][3300/3757] lr: 4.826e-02, eta: 2 days, 8:37:05, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5297, loss_cls: 3.2886, loss: 3.2886, grad_norm: 2.8385 2020-07-26 10:07:20,542 - mmaction - INFO - Epoch [93][3320/3757] lr: 4.826e-02, eta: 2 days, 8:36:51, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5453, loss_cls: 3.2924, loss: 3.2924, grad_norm: 2.8204 2020-07-26 10:07:31,968 - mmaction - INFO - Epoch [93][3340/3757] lr: 4.826e-02, eta: 2 days, 8:36:37, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5484, loss_cls: 3.2252, loss: 3.2252, grad_norm: 2.8808 2020-07-26 10:07:43,449 - mmaction - INFO - Epoch [93][3360/3757] lr: 4.826e-02, eta: 2 days, 8:36:23, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5367, loss_cls: 3.2955, loss: 3.2955, grad_norm: 2.9068 2020-07-26 10:07:54,901 - mmaction - INFO - Epoch [93][3380/3757] lr: 4.826e-02, eta: 2 days, 8:36:09, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5398, loss_cls: 3.3022, loss: 3.3022, grad_norm: 2.8502 2020-07-26 10:08:06,320 - mmaction - INFO - Epoch [93][3400/3757] lr: 4.826e-02, eta: 2 days, 8:35:55, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5406, loss_cls: 3.2842, loss: 3.2842, grad_norm: 2.7762 2020-07-26 10:08:17,991 - mmaction - INFO - Epoch [93][3420/3757] lr: 4.826e-02, eta: 2 days, 8:35:42, time: 0.584, data_time: 0.015, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5367, loss_cls: 3.2664, loss: 3.2664, grad_norm: 2.8712 2020-07-26 10:08:29,389 - mmaction - INFO - Epoch [93][3440/3757] lr: 4.826e-02, eta: 2 days, 8:35:28, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2555, top5_acc: 0.4938, loss_cls: 3.4760, loss: 3.4760, grad_norm: 2.8526 2020-07-26 10:08:40,844 - mmaction - INFO - Epoch [93][3460/3757] lr: 4.826e-02, eta: 2 days, 8:35:14, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5633, loss_cls: 3.2075, loss: 3.2075, grad_norm: 2.7702 2020-07-26 10:08:52,327 - mmaction - INFO - Epoch [93][3480/3757] lr: 4.826e-02, eta: 2 days, 8:35:00, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5570, loss_cls: 3.2162, loss: 3.2162, grad_norm: 2.7678 2020-07-26 10:09:03,767 - mmaction - INFO - Epoch [93][3500/3757] lr: 4.826e-02, eta: 2 days, 8:34:46, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5609, loss_cls: 3.2343, loss: 3.2343, grad_norm: 2.8163 2020-07-26 10:09:15,221 - mmaction - INFO - Epoch [93][3520/3757] lr: 4.826e-02, eta: 2 days, 8:34:32, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5383, loss_cls: 3.3209, loss: 3.3209, grad_norm: 2.8959 2020-07-26 10:09:26,706 - mmaction - INFO - Epoch [93][3540/3757] lr: 4.826e-02, eta: 2 days, 8:34:18, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5328, loss_cls: 3.3248, loss: 3.3248, grad_norm: 2.8312 2020-07-26 10:09:38,100 - mmaction - INFO - Epoch [93][3560/3757] lr: 4.826e-02, eta: 2 days, 8:34:04, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5453, loss_cls: 3.2400, loss: 3.2400, grad_norm: 2.7970 2020-07-26 10:09:49,577 - mmaction - INFO - Epoch [93][3580/3757] lr: 4.826e-02, eta: 2 days, 8:33:50, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5437, loss_cls: 3.3442, loss: 3.3442, grad_norm: 2.9007 2020-07-26 10:10:00,952 - mmaction - INFO - Epoch [93][3600/3757] lr: 4.826e-02, eta: 2 days, 8:33:36, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5398, loss_cls: 3.2751, loss: 3.2751, grad_norm: 2.7782 2020-07-26 10:10:12,430 - mmaction - INFO - Epoch [93][3620/3757] lr: 4.826e-02, eta: 2 days, 8:33:22, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5336, loss_cls: 3.3235, loss: 3.3235, grad_norm: 2.9011 2020-07-26 10:10:23,911 - mmaction - INFO - Epoch [93][3640/3757] lr: 4.826e-02, eta: 2 days, 8:33:08, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5164, loss_cls: 3.3841, loss: 3.3841, grad_norm: 2.8558 2020-07-26 10:10:35,303 - mmaction - INFO - Epoch [93][3660/3757] lr: 4.826e-02, eta: 2 days, 8:32:54, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5289, loss_cls: 3.3375, loss: 3.3375, grad_norm: 2.7526 2020-07-26 10:10:46,831 - mmaction - INFO - Epoch [93][3680/3757] lr: 4.826e-02, eta: 2 days, 8:32:40, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5203, loss_cls: 3.3869, loss: 3.3869, grad_norm: 2.7925 2020-07-26 10:10:58,284 - mmaction - INFO - Epoch [93][3700/3757] lr: 4.826e-02, eta: 2 days, 8:32:26, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5547, loss_cls: 3.2155, loss: 3.2155, grad_norm: 2.7251 2020-07-26 10:11:09,640 - mmaction - INFO - Epoch [93][3720/3757] lr: 4.826e-02, eta: 2 days, 8:32:12, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5352, loss_cls: 3.3281, loss: 3.3281, grad_norm: 2.7875 2020-07-26 10:11:21,140 - mmaction - INFO - Epoch [93][3740/3757] lr: 4.826e-02, eta: 2 days, 8:31:58, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5633, loss_cls: 3.1423, loss: 3.1423, grad_norm: 2.7989 2020-07-26 10:16:01,069 - mmaction - INFO - Epoch [94][20/3757] lr: 4.738e-02, eta: 2 days, 8:37:33, time: 13.075, data_time: 12.374, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5375, loss_cls: 3.2595, loss: 3.2595, grad_norm: 2.7354 2020-07-26 10:16:12,490 - mmaction - INFO - Epoch [94][40/3757] lr: 4.738e-02, eta: 2 days, 8:37:19, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5508, loss_cls: 3.2489, loss: 3.2489, grad_norm: 2.7941 2020-07-26 10:16:27,953 - mmaction - INFO - Epoch [94][60/3757] lr: 4.738e-02, eta: 2 days, 8:37:11, time: 0.773, data_time: 0.153, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5320, loss_cls: 3.3490, loss: 3.3490, grad_norm: 2.9024 2020-07-26 10:16:43,303 - mmaction - INFO - Epoch [94][80/3757] lr: 4.738e-02, eta: 2 days, 8:37:03, time: 0.768, data_time: 0.205, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5383, loss_cls: 3.2649, loss: 3.2649, grad_norm: 2.7989 2020-07-26 10:16:54,899 - mmaction - INFO - Epoch [94][100/3757] lr: 4.738e-02, eta: 2 days, 8:36:49, time: 0.579, data_time: 0.017, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5289, loss_cls: 3.2919, loss: 3.2919, grad_norm: 2.8363 2020-07-26 10:17:06,646 - mmaction - INFO - Epoch [94][120/3757] lr: 4.738e-02, eta: 2 days, 8:36:35, time: 0.588, data_time: 0.022, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5336, loss_cls: 3.3240, loss: 3.3240, grad_norm: 2.8920 2020-07-26 10:17:18,826 - mmaction - INFO - Epoch [94][140/3757] lr: 4.738e-02, eta: 2 days, 8:36:22, time: 0.609, data_time: 0.014, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5141, loss_cls: 3.4292, loss: 3.4292, grad_norm: 2.8545 2020-07-26 10:17:30,199 - mmaction - INFO - Epoch [94][160/3757] lr: 4.738e-02, eta: 2 days, 8:36:08, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5328, loss_cls: 3.2849, loss: 3.2849, grad_norm: 2.7723 2020-07-26 10:17:41,653 - mmaction - INFO - Epoch [94][180/3757] lr: 4.738e-02, eta: 2 days, 8:35:54, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5344, loss_cls: 3.3065, loss: 3.3065, grad_norm: 2.8308 2020-07-26 10:17:53,464 - mmaction - INFO - Epoch [94][200/3757] lr: 4.738e-02, eta: 2 days, 8:35:41, time: 0.590, data_time: 0.025, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5297, loss_cls: 3.3198, loss: 3.3198, grad_norm: 2.7891 2020-07-26 10:18:05,170 - mmaction - INFO - Epoch [94][220/3757] lr: 4.738e-02, eta: 2 days, 8:35:27, time: 0.585, data_time: 0.016, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5469, loss_cls: 3.3115, loss: 3.3115, grad_norm: 2.7901 2020-07-26 10:18:17,008 - mmaction - INFO - Epoch [94][240/3757] lr: 4.738e-02, eta: 2 days, 8:35:14, time: 0.592, data_time: 0.024, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5445, loss_cls: 3.3135, loss: 3.3135, grad_norm: 2.7951 2020-07-26 10:18:28,659 - mmaction - INFO - Epoch [94][260/3757] lr: 4.738e-02, eta: 2 days, 8:35:00, time: 0.582, data_time: 0.019, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5500, loss_cls: 3.3014, loss: 3.3014, grad_norm: 2.7846 2020-07-26 10:18:40,487 - mmaction - INFO - Epoch [94][280/3757] lr: 4.738e-02, eta: 2 days, 8:34:47, time: 0.592, data_time: 0.025, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5359, loss_cls: 3.3349, loss: 3.3349, grad_norm: 2.8034 2020-07-26 10:18:51,947 - mmaction - INFO - Epoch [94][300/3757] lr: 4.738e-02, eta: 2 days, 8:34:33, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3141, top5_acc: 0.5625, loss_cls: 3.1676, loss: 3.1676, grad_norm: 2.8271 2020-07-26 10:19:03,412 - mmaction - INFO - Epoch [94][320/3757] lr: 4.738e-02, eta: 2 days, 8:34:19, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5406, loss_cls: 3.2696, loss: 3.2696, grad_norm: 2.8807 2020-07-26 10:19:18,748 - mmaction - INFO - Epoch [94][340/3757] lr: 4.738e-02, eta: 2 days, 8:34:10, time: 0.768, data_time: 0.160, memory: 5232, top1_acc: 0.3141, top5_acc: 0.5867, loss_cls: 3.1463, loss: 3.1463, grad_norm: 2.9512 2020-07-26 10:19:30,649 - mmaction - INFO - Epoch [94][360/3757] lr: 4.738e-02, eta: 2 days, 8:33:57, time: 0.595, data_time: 0.025, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5609, loss_cls: 3.2644, loss: 3.2644, grad_norm: 2.9206 2020-07-26 10:19:42,280 - mmaction - INFO - Epoch [94][380/3757] lr: 4.738e-02, eta: 2 days, 8:33:43, time: 0.582, data_time: 0.017, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5148, loss_cls: 3.3586, loss: 3.3586, grad_norm: 2.7839 2020-07-26 10:19:54,125 - mmaction - INFO - Epoch [94][400/3757] lr: 4.738e-02, eta: 2 days, 8:33:30, time: 0.592, data_time: 0.025, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5148, loss_cls: 3.3689, loss: 3.3689, grad_norm: 2.8085 2020-07-26 10:20:05,847 - mmaction - INFO - Epoch [94][420/3757] lr: 4.738e-02, eta: 2 days, 8:33:16, time: 0.586, data_time: 0.015, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5328, loss_cls: 3.3104, loss: 3.3104, grad_norm: 2.7488 2020-07-26 10:20:17,751 - mmaction - INFO - Epoch [94][440/3757] lr: 4.738e-02, eta: 2 days, 8:33:03, time: 0.595, data_time: 0.026, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5344, loss_cls: 3.2922, loss: 3.2922, grad_norm: 2.8120 2020-07-26 10:20:29,144 - mmaction - INFO - Epoch [94][460/3757] lr: 4.738e-02, eta: 2 days, 8:32:49, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5461, loss_cls: 3.2962, loss: 3.2962, grad_norm: 2.8591 2020-07-26 10:20:40,512 - mmaction - INFO - Epoch [94][480/3757] lr: 4.738e-02, eta: 2 days, 8:32:35, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5773, loss_cls: 3.1549, loss: 3.1549, grad_norm: 2.8012 2020-07-26 10:20:51,906 - mmaction - INFO - Epoch [94][500/3757] lr: 4.738e-02, eta: 2 days, 8:32:21, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5477, loss_cls: 3.2301, loss: 3.2301, grad_norm: 2.8340 2020-07-26 10:21:03,261 - mmaction - INFO - Epoch [94][520/3757] lr: 4.738e-02, eta: 2 days, 8:32:07, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5203, loss_cls: 3.3232, loss: 3.3232, grad_norm: 2.7945 2020-07-26 10:21:18,762 - mmaction - INFO - Epoch [94][540/3757] lr: 4.738e-02, eta: 2 days, 8:31:59, time: 0.776, data_time: 0.148, memory: 5232, top1_acc: 0.3141, top5_acc: 0.5641, loss_cls: 3.1432, loss: 3.1432, grad_norm: 2.7635 2020-07-26 10:21:30,519 - mmaction - INFO - Epoch [94][560/3757] lr: 4.738e-02, eta: 2 days, 8:31:45, time: 0.588, data_time: 0.025, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5406, loss_cls: 3.2599, loss: 3.2599, grad_norm: 2.8857 2020-07-26 10:21:42,305 - mmaction - INFO - Epoch [94][580/3757] lr: 4.738e-02, eta: 2 days, 8:31:32, time: 0.589, data_time: 0.018, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5617, loss_cls: 3.1868, loss: 3.1868, grad_norm: 2.8018 2020-07-26 10:21:54,223 - mmaction - INFO - Epoch [94][600/3757] lr: 4.738e-02, eta: 2 days, 8:31:18, time: 0.596, data_time: 0.025, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5437, loss_cls: 3.2912, loss: 3.2912, grad_norm: 2.8699 2020-07-26 10:22:06,014 - mmaction - INFO - Epoch [94][620/3757] lr: 4.738e-02, eta: 2 days, 8:31:05, time: 0.589, data_time: 0.025, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5234, loss_cls: 3.2633, loss: 3.2633, grad_norm: 2.9085 2020-07-26 10:22:17,768 - mmaction - INFO - Epoch [94][640/3757] lr: 4.738e-02, eta: 2 days, 8:30:51, time: 0.588, data_time: 0.023, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5437, loss_cls: 3.2864, loss: 3.2864, grad_norm: 2.8675 2020-07-26 10:22:29,515 - mmaction - INFO - Epoch [94][660/3757] lr: 4.738e-02, eta: 2 days, 8:30:38, time: 0.588, data_time: 0.014, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5508, loss_cls: 3.3017, loss: 3.3017, grad_norm: 2.9154 2020-07-26 10:22:41,343 - mmaction - INFO - Epoch [94][680/3757] lr: 4.738e-02, eta: 2 days, 8:30:24, time: 0.591, data_time: 0.024, memory: 5232, top1_acc: 0.2953, top5_acc: 0.5539, loss_cls: 3.2711, loss: 3.2711, grad_norm: 2.9246 2020-07-26 10:22:52,743 - mmaction - INFO - Epoch [94][700/3757] lr: 4.738e-02, eta: 2 days, 8:30:10, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5070, loss_cls: 3.3067, loss: 3.3067, grad_norm: 2.8026 2020-07-26 10:23:04,228 - mmaction - INFO - Epoch [94][720/3757] lr: 4.738e-02, eta: 2 days, 8:29:56, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5383, loss_cls: 3.2995, loss: 3.2995, grad_norm: 2.8550 2020-07-26 10:23:15,620 - mmaction - INFO - Epoch [94][740/3757] lr: 4.738e-02, eta: 2 days, 8:29:42, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.5172, loss_cls: 3.3613, loss: 3.3613, grad_norm: 2.8305 2020-07-26 10:23:27,047 - mmaction - INFO - Epoch [94][760/3757] lr: 4.738e-02, eta: 2 days, 8:29:28, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5586, loss_cls: 3.1629, loss: 3.1629, grad_norm: 2.8125 2020-07-26 10:23:38,481 - mmaction - INFO - Epoch [94][780/3757] lr: 4.738e-02, eta: 2 days, 8:29:14, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5477, loss_cls: 3.3046, loss: 3.3046, grad_norm: 3.0609 2020-07-26 10:23:49,943 - mmaction - INFO - Epoch [94][800/3757] lr: 4.738e-02, eta: 2 days, 8:29:00, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2672, top5_acc: 0.5398, loss_cls: 3.2958, loss: 3.2958, grad_norm: 2.8848 2020-07-26 10:24:01,343 - mmaction - INFO - Epoch [94][820/3757] lr: 4.738e-02, eta: 2 days, 8:28:46, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5437, loss_cls: 3.2594, loss: 3.2594, grad_norm: 2.8573 2020-07-26 10:24:12,777 - mmaction - INFO - Epoch [94][840/3757] lr: 4.738e-02, eta: 2 days, 8:28:32, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5336, loss_cls: 3.3224, loss: 3.3224, grad_norm: 2.8733 2020-07-26 10:24:24,276 - mmaction - INFO - Epoch [94][860/3757] lr: 4.738e-02, eta: 2 days, 8:28:18, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5461, loss_cls: 3.2806, loss: 3.2806, grad_norm: 2.7812 2020-07-26 10:24:35,678 - mmaction - INFO - Epoch [94][880/3757] lr: 4.738e-02, eta: 2 days, 8:28:04, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2953, top5_acc: 0.5148, loss_cls: 3.3312, loss: 3.3312, grad_norm: 2.8822 2020-07-26 10:24:47,072 - mmaction - INFO - Epoch [94][900/3757] lr: 4.738e-02, eta: 2 days, 8:27:50, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5266, loss_cls: 3.3695, loss: 3.3695, grad_norm: 2.8231 2020-07-26 10:24:58,472 - mmaction - INFO - Epoch [94][920/3757] lr: 4.738e-02, eta: 2 days, 8:27:36, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5539, loss_cls: 3.2436, loss: 3.2436, grad_norm: 2.8235 2020-07-26 10:25:09,898 - mmaction - INFO - Epoch [94][940/3757] lr: 4.738e-02, eta: 2 days, 8:27:22, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5594, loss_cls: 3.2605, loss: 3.2605, grad_norm: 2.8656 2020-07-26 10:25:21,422 - mmaction - INFO - Epoch [94][960/3757] lr: 4.738e-02, eta: 2 days, 8:27:08, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5203, loss_cls: 3.3760, loss: 3.3760, grad_norm: 2.8205 2020-07-26 10:25:32,908 - mmaction - INFO - Epoch [94][980/3757] lr: 4.738e-02, eta: 2 days, 8:26:54, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5086, loss_cls: 3.3939, loss: 3.3939, grad_norm: 2.8804 2020-07-26 10:25:44,701 - mmaction - INFO - Epoch [94][1000/3757] lr: 4.738e-02, eta: 2 days, 8:26:41, time: 0.590, data_time: 0.023, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5500, loss_cls: 3.2980, loss: 3.2980, grad_norm: 2.8001 2020-07-26 10:25:56,113 - mmaction - INFO - Epoch [94][1020/3757] lr: 4.738e-02, eta: 2 days, 8:26:27, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5570, loss_cls: 3.2432, loss: 3.2432, grad_norm: 2.8225 2020-07-26 10:26:07,526 - mmaction - INFO - Epoch [94][1040/3757] lr: 4.738e-02, eta: 2 days, 8:26:12, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5125, loss_cls: 3.3594, loss: 3.3594, grad_norm: 2.8765 2020-07-26 10:26:18,976 - mmaction - INFO - Epoch [94][1060/3757] lr: 4.738e-02, eta: 2 days, 8:25:58, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5437, loss_cls: 3.2858, loss: 3.2858, grad_norm: 2.8798 2020-07-26 10:26:30,401 - mmaction - INFO - Epoch [94][1080/3757] lr: 4.738e-02, eta: 2 days, 8:25:44, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5289, loss_cls: 3.3380, loss: 3.3380, grad_norm: 2.8025 2020-07-26 10:26:41,925 - mmaction - INFO - Epoch [94][1100/3757] lr: 4.738e-02, eta: 2 days, 8:25:31, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.5273, loss_cls: 3.4050, loss: 3.4050, grad_norm: 2.9287 2020-07-26 10:26:53,278 - mmaction - INFO - Epoch [94][1120/3757] lr: 4.738e-02, eta: 2 days, 8:25:16, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2953, top5_acc: 0.5500, loss_cls: 3.3105, loss: 3.3105, grad_norm: 2.7858 2020-07-26 10:27:04,587 - mmaction - INFO - Epoch [94][1140/3757] lr: 4.738e-02, eta: 2 days, 8:25:02, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5508, loss_cls: 3.2633, loss: 3.2633, grad_norm: 2.7678 2020-07-26 10:27:16,000 - mmaction - INFO - Epoch [94][1160/3757] lr: 4.738e-02, eta: 2 days, 8:24:48, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5516, loss_cls: 3.2468, loss: 3.2468, grad_norm: 2.8493 2020-07-26 10:27:27,416 - mmaction - INFO - Epoch [94][1180/3757] lr: 4.738e-02, eta: 2 days, 8:24:34, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5492, loss_cls: 3.2842, loss: 3.2842, grad_norm: 2.9094 2020-07-26 10:27:38,869 - mmaction - INFO - Epoch [94][1200/3757] lr: 4.738e-02, eta: 2 days, 8:24:20, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5188, loss_cls: 3.4275, loss: 3.4275, grad_norm: 2.9828 2020-07-26 10:27:50,348 - mmaction - INFO - Epoch [94][1220/3757] lr: 4.738e-02, eta: 2 days, 8:24:06, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5383, loss_cls: 3.2878, loss: 3.2878, grad_norm: 2.7494 2020-07-26 10:28:01,826 - mmaction - INFO - Epoch [94][1240/3757] lr: 4.738e-02, eta: 2 days, 8:23:52, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5352, loss_cls: 3.3091, loss: 3.3091, grad_norm: 2.8790 2020-07-26 10:28:13,302 - mmaction - INFO - Epoch [94][1260/3757] lr: 4.738e-02, eta: 2 days, 8:23:38, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5539, loss_cls: 3.2177, loss: 3.2177, grad_norm: 2.7887 2020-07-26 10:28:24,959 - mmaction - INFO - Epoch [94][1280/3757] lr: 4.738e-02, eta: 2 days, 8:23:25, time: 0.583, data_time: 0.018, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5742, loss_cls: 3.1808, loss: 3.1808, grad_norm: 2.8412 2020-07-26 10:28:36,431 - mmaction - INFO - Epoch [94][1300/3757] lr: 4.738e-02, eta: 2 days, 8:23:11, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5336, loss_cls: 3.2987, loss: 3.2987, grad_norm: 2.8724 2020-07-26 10:28:47,906 - mmaction - INFO - Epoch [94][1320/3757] lr: 4.738e-02, eta: 2 days, 8:22:57, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5344, loss_cls: 3.2560, loss: 3.2560, grad_norm: 2.7795 2020-07-26 10:28:59,371 - mmaction - INFO - Epoch [94][1340/3757] lr: 4.738e-02, eta: 2 days, 8:22:43, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5336, loss_cls: 3.3455, loss: 3.3455, grad_norm: 2.8856 2020-07-26 10:29:10,814 - mmaction - INFO - Epoch [94][1360/3757] lr: 4.738e-02, eta: 2 days, 8:22:29, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5320, loss_cls: 3.3625, loss: 3.3625, grad_norm: 2.8378 2020-07-26 10:29:22,237 - mmaction - INFO - Epoch [94][1380/3757] lr: 4.738e-02, eta: 2 days, 8:22:15, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5414, loss_cls: 3.3121, loss: 3.3121, grad_norm: 2.8789 2020-07-26 10:29:33,666 - mmaction - INFO - Epoch [94][1400/3757] lr: 4.738e-02, eta: 2 days, 8:22:01, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5445, loss_cls: 3.2738, loss: 3.2738, grad_norm: 2.8859 2020-07-26 10:29:45,139 - mmaction - INFO - Epoch [94][1420/3757] lr: 4.738e-02, eta: 2 days, 8:21:47, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5344, loss_cls: 3.3535, loss: 3.3535, grad_norm: 2.8423 2020-07-26 10:29:56,533 - mmaction - INFO - Epoch [94][1440/3757] lr: 4.738e-02, eta: 2 days, 8:21:33, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5242, loss_cls: 3.3052, loss: 3.3052, grad_norm: 2.8766 2020-07-26 10:30:08,043 - mmaction - INFO - Epoch [94][1460/3757] lr: 4.738e-02, eta: 2 days, 8:21:19, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5336, loss_cls: 3.3155, loss: 3.3155, grad_norm: 2.9347 2020-07-26 10:30:20,020 - mmaction - INFO - Epoch [94][1480/3757] lr: 4.738e-02, eta: 2 days, 8:21:06, time: 0.598, data_time: 0.034, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5555, loss_cls: 3.2418, loss: 3.2418, grad_norm: 2.8581 2020-07-26 10:30:31,392 - mmaction - INFO - Epoch [94][1500/3757] lr: 4.738e-02, eta: 2 days, 8:20:52, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2523, top5_acc: 0.5070, loss_cls: 3.4728, loss: 3.4728, grad_norm: 2.9151 2020-07-26 10:30:42,834 - mmaction - INFO - Epoch [94][1520/3757] lr: 4.738e-02, eta: 2 days, 8:20:38, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5547, loss_cls: 3.2197, loss: 3.2197, grad_norm: 2.8148 2020-07-26 10:30:54,192 - mmaction - INFO - Epoch [94][1540/3757] lr: 4.738e-02, eta: 2 days, 8:20:23, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5477, loss_cls: 3.2820, loss: 3.2820, grad_norm: 2.8708 2020-07-26 10:31:05,566 - mmaction - INFO - Epoch [94][1560/3757] lr: 4.738e-02, eta: 2 days, 8:20:09, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5672, loss_cls: 3.2156, loss: 3.2156, grad_norm: 2.8925 2020-07-26 10:31:17,143 - mmaction - INFO - Epoch [94][1580/3757] lr: 4.738e-02, eta: 2 days, 8:19:56, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.3133, top5_acc: 0.5484, loss_cls: 3.1974, loss: 3.1974, grad_norm: 2.8023 2020-07-26 10:31:28,542 - mmaction - INFO - Epoch [94][1600/3757] lr: 4.738e-02, eta: 2 days, 8:19:42, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5305, loss_cls: 3.3388, loss: 3.3388, grad_norm: 2.8536 2020-07-26 10:31:39,959 - mmaction - INFO - Epoch [94][1620/3757] lr: 4.738e-02, eta: 2 days, 8:19:27, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5563, loss_cls: 3.2797, loss: 3.2797, grad_norm: 2.8507 2020-07-26 10:31:51,332 - mmaction - INFO - Epoch [94][1640/3757] lr: 4.738e-02, eta: 2 days, 8:19:13, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5531, loss_cls: 3.2474, loss: 3.2474, grad_norm: 2.8549 2020-07-26 10:32:02,700 - mmaction - INFO - Epoch [94][1660/3757] lr: 4.738e-02, eta: 2 days, 8:18:59, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5383, loss_cls: 3.2809, loss: 3.2809, grad_norm: 2.9592 2020-07-26 10:32:14,140 - mmaction - INFO - Epoch [94][1680/3757] lr: 4.738e-02, eta: 2 days, 8:18:45, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5336, loss_cls: 3.2208, loss: 3.2208, grad_norm: 2.8937 2020-07-26 10:32:25,538 - mmaction - INFO - Epoch [94][1700/3757] lr: 4.738e-02, eta: 2 days, 8:18:31, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5352, loss_cls: 3.3041, loss: 3.3041, grad_norm: 2.8520 2020-07-26 10:32:37,105 - mmaction - INFO - Epoch [94][1720/3757] lr: 4.738e-02, eta: 2 days, 8:18:17, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5367, loss_cls: 3.3024, loss: 3.3024, grad_norm: 2.8523 2020-07-26 10:32:48,537 - mmaction - INFO - Epoch [94][1740/3757] lr: 4.738e-02, eta: 2 days, 8:18:03, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5336, loss_cls: 3.3368, loss: 3.3368, grad_norm: 2.8249 2020-07-26 10:33:00,066 - mmaction - INFO - Epoch [94][1760/3757] lr: 4.738e-02, eta: 2 days, 8:17:50, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5375, loss_cls: 3.2381, loss: 3.2381, grad_norm: 2.8568 2020-07-26 10:33:11,470 - mmaction - INFO - Epoch [94][1780/3757] lr: 4.738e-02, eta: 2 days, 8:17:36, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5281, loss_cls: 3.3138, loss: 3.3138, grad_norm: 2.8307 2020-07-26 10:33:22,934 - mmaction - INFO - Epoch [94][1800/3757] lr: 4.738e-02, eta: 2 days, 8:17:22, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5617, loss_cls: 3.2467, loss: 3.2467, grad_norm: 2.7451 2020-07-26 10:33:34,402 - mmaction - INFO - Epoch [94][1820/3757] lr: 4.738e-02, eta: 2 days, 8:17:08, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5344, loss_cls: 3.3483, loss: 3.3483, grad_norm: 2.7957 2020-07-26 10:33:45,923 - mmaction - INFO - Epoch [94][1840/3757] lr: 4.738e-02, eta: 2 days, 8:16:54, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5203, loss_cls: 3.4023, loss: 3.4023, grad_norm: 2.9446 2020-07-26 10:33:57,334 - mmaction - INFO - Epoch [94][1860/3757] lr: 4.738e-02, eta: 2 days, 8:16:40, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5523, loss_cls: 3.2433, loss: 3.2433, grad_norm: 2.8124 2020-07-26 10:34:08,667 - mmaction - INFO - Epoch [94][1880/3757] lr: 4.738e-02, eta: 2 days, 8:16:26, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5523, loss_cls: 3.2044, loss: 3.2044, grad_norm: 2.8306 2020-07-26 10:34:20,117 - mmaction - INFO - Epoch [94][1900/3757] lr: 4.738e-02, eta: 2 days, 8:16:12, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5414, loss_cls: 3.2260, loss: 3.2260, grad_norm: 2.9216 2020-07-26 10:34:31,550 - mmaction - INFO - Epoch [94][1920/3757] lr: 4.738e-02, eta: 2 days, 8:15:58, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5383, loss_cls: 3.2647, loss: 3.2647, grad_norm: 2.9340 2020-07-26 10:34:42,942 - mmaction - INFO - Epoch [94][1940/3757] lr: 4.738e-02, eta: 2 days, 8:15:44, time: 0.570, data_time: 0.008, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5195, loss_cls: 3.3858, loss: 3.3858, grad_norm: 2.8308 2020-07-26 10:34:54,446 - mmaction - INFO - Epoch [94][1960/3757] lr: 4.738e-02, eta: 2 days, 8:15:30, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5266, loss_cls: 3.3463, loss: 3.3463, grad_norm: 2.7721 2020-07-26 10:35:05,895 - mmaction - INFO - Epoch [94][1980/3757] lr: 4.738e-02, eta: 2 days, 8:15:16, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5336, loss_cls: 3.3251, loss: 3.3251, grad_norm: 2.8252 2020-07-26 10:35:17,366 - mmaction - INFO - Epoch [94][2000/3757] lr: 4.738e-02, eta: 2 days, 8:15:02, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5297, loss_cls: 3.3441, loss: 3.3441, grad_norm: 2.8449 2020-07-26 10:35:28,793 - mmaction - INFO - Epoch [94][2020/3757] lr: 4.738e-02, eta: 2 days, 8:14:48, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5633, loss_cls: 3.1453, loss: 3.1453, grad_norm: 2.7978 2020-07-26 10:35:40,142 - mmaction - INFO - Epoch [94][2040/3757] lr: 4.738e-02, eta: 2 days, 8:14:34, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5437, loss_cls: 3.3147, loss: 3.3147, grad_norm: 2.9255 2020-07-26 10:35:51,565 - mmaction - INFO - Epoch [94][2060/3757] lr: 4.738e-02, eta: 2 days, 8:14:20, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5242, loss_cls: 3.3172, loss: 3.3172, grad_norm: 2.8163 2020-07-26 10:36:02,974 - mmaction - INFO - Epoch [94][2080/3757] lr: 4.738e-02, eta: 2 days, 8:14:06, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5164, loss_cls: 3.3475, loss: 3.3475, grad_norm: 2.9265 2020-07-26 10:36:14,436 - mmaction - INFO - Epoch [94][2100/3757] lr: 4.738e-02, eta: 2 days, 8:13:52, time: 0.573, data_time: 0.006, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5625, loss_cls: 3.2724, loss: 3.2724, grad_norm: 2.8388 2020-07-26 10:36:25,997 - mmaction - INFO - Epoch [94][2120/3757] lr: 4.738e-02, eta: 2 days, 8:13:38, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2953, top5_acc: 0.5453, loss_cls: 3.3331, loss: 3.3331, grad_norm: 2.9038 2020-07-26 10:36:37,364 - mmaction - INFO - Epoch [94][2140/3757] lr: 4.738e-02, eta: 2 days, 8:13:24, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2625, top5_acc: 0.5094, loss_cls: 3.4026, loss: 3.4026, grad_norm: 2.7833 2020-07-26 10:36:49,230 - mmaction - INFO - Epoch [94][2160/3757] lr: 4.738e-02, eta: 2 days, 8:13:10, time: 0.593, data_time: 0.030, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5273, loss_cls: 3.3566, loss: 3.3566, grad_norm: 2.8770 2020-07-26 10:37:00,584 - mmaction - INFO - Epoch [94][2180/3757] lr: 4.738e-02, eta: 2 days, 8:12:56, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5227, loss_cls: 3.3269, loss: 3.3269, grad_norm: 2.8029 2020-07-26 10:37:12,002 - mmaction - INFO - Epoch [94][2200/3757] lr: 4.738e-02, eta: 2 days, 8:12:42, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5437, loss_cls: 3.3089, loss: 3.3089, grad_norm: 2.8616 2020-07-26 10:37:23,371 - mmaction - INFO - Epoch [94][2220/3757] lr: 4.738e-02, eta: 2 days, 8:12:28, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5414, loss_cls: 3.2863, loss: 3.2863, grad_norm: 2.8182 2020-07-26 10:37:34,797 - mmaction - INFO - Epoch [94][2240/3757] lr: 4.738e-02, eta: 2 days, 8:12:14, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5375, loss_cls: 3.3063, loss: 3.3063, grad_norm: 2.8511 2020-07-26 10:37:46,378 - mmaction - INFO - Epoch [94][2260/3757] lr: 4.738e-02, eta: 2 days, 8:12:00, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5391, loss_cls: 3.3102, loss: 3.3102, grad_norm: 2.8017 2020-07-26 10:37:57,773 - mmaction - INFO - Epoch [94][2280/3757] lr: 4.738e-02, eta: 2 days, 8:11:46, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5289, loss_cls: 3.3494, loss: 3.3494, grad_norm: 2.8465 2020-07-26 10:38:09,195 - mmaction - INFO - Epoch [94][2300/3757] lr: 4.738e-02, eta: 2 days, 8:11:32, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5289, loss_cls: 3.3232, loss: 3.3232, grad_norm: 2.9293 2020-07-26 10:38:20,736 - mmaction - INFO - Epoch [94][2320/3757] lr: 4.738e-02, eta: 2 days, 8:11:19, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5570, loss_cls: 3.2780, loss: 3.2780, grad_norm: 2.8150 2020-07-26 10:38:32,155 - mmaction - INFO - Epoch [94][2340/3757] lr: 4.738e-02, eta: 2 days, 8:11:05, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5180, loss_cls: 3.3243, loss: 3.3243, grad_norm: 2.9300 2020-07-26 10:38:43,620 - mmaction - INFO - Epoch [94][2360/3757] lr: 4.738e-02, eta: 2 days, 8:10:51, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5320, loss_cls: 3.4128, loss: 3.4128, grad_norm: 2.9690 2020-07-26 10:38:55,089 - mmaction - INFO - Epoch [94][2380/3757] lr: 4.738e-02, eta: 2 days, 8:10:37, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5266, loss_cls: 3.3390, loss: 3.3390, grad_norm: 2.7893 2020-07-26 10:39:06,555 - mmaction - INFO - Epoch [94][2400/3757] lr: 4.738e-02, eta: 2 days, 8:10:23, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5289, loss_cls: 3.3864, loss: 3.3864, grad_norm: 2.8875 2020-07-26 10:39:17,888 - mmaction - INFO - Epoch [94][2420/3757] lr: 4.738e-02, eta: 2 days, 8:10:09, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2953, top5_acc: 0.5437, loss_cls: 3.2685, loss: 3.2685, grad_norm: 2.7987 2020-07-26 10:39:29,676 - mmaction - INFO - Epoch [94][2440/3757] lr: 4.738e-02, eta: 2 days, 8:09:55, time: 0.589, data_time: 0.023, memory: 5232, top1_acc: 0.2953, top5_acc: 0.5547, loss_cls: 3.2030, loss: 3.2030, grad_norm: 2.8232 2020-07-26 10:39:41,117 - mmaction - INFO - Epoch [94][2460/3757] lr: 4.738e-02, eta: 2 days, 8:09:41, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5188, loss_cls: 3.4055, loss: 3.4055, grad_norm: 2.9384 2020-07-26 10:39:52,631 - mmaction - INFO - Epoch [94][2480/3757] lr: 4.738e-02, eta: 2 days, 8:09:27, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5430, loss_cls: 3.3045, loss: 3.3045, grad_norm: 2.8707 2020-07-26 10:40:03,991 - mmaction - INFO - Epoch [94][2500/3757] lr: 4.738e-02, eta: 2 days, 8:09:13, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5523, loss_cls: 3.1773, loss: 3.1773, grad_norm: 2.8770 2020-07-26 10:40:15,407 - mmaction - INFO - Epoch [94][2520/3757] lr: 4.738e-02, eta: 2 days, 8:08:59, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5281, loss_cls: 3.2747, loss: 3.2747, grad_norm: 2.8464 2020-07-26 10:40:26,730 - mmaction - INFO - Epoch [94][2540/3757] lr: 4.738e-02, eta: 2 days, 8:08:45, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5391, loss_cls: 3.3620, loss: 3.3620, grad_norm: 2.8652 2020-07-26 10:40:38,162 - mmaction - INFO - Epoch [94][2560/3757] lr: 4.738e-02, eta: 2 days, 8:08:31, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5398, loss_cls: 3.3141, loss: 3.3141, grad_norm: 2.8618 2020-07-26 10:40:49,647 - mmaction - INFO - Epoch [94][2580/3757] lr: 4.738e-02, eta: 2 days, 8:08:17, time: 0.574, data_time: 0.007, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5328, loss_cls: 3.3781, loss: 3.3781, grad_norm: 2.8956 2020-07-26 10:41:01,159 - mmaction - INFO - Epoch [94][2600/3757] lr: 4.738e-02, eta: 2 days, 8:08:03, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5250, loss_cls: 3.3098, loss: 3.3098, grad_norm: 2.8859 2020-07-26 10:41:12,571 - mmaction - INFO - Epoch [94][2620/3757] lr: 4.738e-02, eta: 2 days, 8:07:49, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5383, loss_cls: 3.3302, loss: 3.3302, grad_norm: 2.9421 2020-07-26 10:41:24,030 - mmaction - INFO - Epoch [94][2640/3757] lr: 4.738e-02, eta: 2 days, 8:07:35, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5359, loss_cls: 3.2739, loss: 3.2739, grad_norm: 2.9263 2020-07-26 10:41:35,430 - mmaction - INFO - Epoch [94][2660/3757] lr: 4.738e-02, eta: 2 days, 8:07:21, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5258, loss_cls: 3.3216, loss: 3.3216, grad_norm: 2.9147 2020-07-26 10:41:46,803 - mmaction - INFO - Epoch [94][2680/3757] lr: 4.738e-02, eta: 2 days, 8:07:07, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2953, top5_acc: 0.5266, loss_cls: 3.3252, loss: 3.3252, grad_norm: 2.8628 2020-07-26 10:41:58,332 - mmaction - INFO - Epoch [94][2700/3757] lr: 4.738e-02, eta: 2 days, 8:06:53, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5516, loss_cls: 3.2389, loss: 3.2389, grad_norm: 2.8742 2020-07-26 10:42:09,728 - mmaction - INFO - Epoch [94][2720/3757] lr: 4.738e-02, eta: 2 days, 8:06:39, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5406, loss_cls: 3.2858, loss: 3.2858, grad_norm: 2.8290 2020-07-26 10:42:21,231 - mmaction - INFO - Epoch [94][2740/3757] lr: 4.738e-02, eta: 2 days, 8:06:26, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5672, loss_cls: 3.1426, loss: 3.1426, grad_norm: 2.8740 2020-07-26 10:42:32,644 - mmaction - INFO - Epoch [94][2760/3757] lr: 4.738e-02, eta: 2 days, 8:06:11, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5195, loss_cls: 3.4034, loss: 3.4034, grad_norm: 2.9269 2020-07-26 10:42:44,099 - mmaction - INFO - Epoch [94][2780/3757] lr: 4.738e-02, eta: 2 days, 8:05:58, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5570, loss_cls: 3.2648, loss: 3.2648, grad_norm: 2.8179 2020-07-26 10:42:55,577 - mmaction - INFO - Epoch [94][2800/3757] lr: 4.738e-02, eta: 2 days, 8:05:44, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5375, loss_cls: 3.2706, loss: 3.2706, grad_norm: 2.8657 2020-07-26 10:43:06,921 - mmaction - INFO - Epoch [94][2820/3757] lr: 4.738e-02, eta: 2 days, 8:05:30, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5234, loss_cls: 3.3615, loss: 3.3615, grad_norm: 2.8509 2020-07-26 10:43:18,342 - mmaction - INFO - Epoch [94][2840/3757] lr: 4.738e-02, eta: 2 days, 8:05:16, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5242, loss_cls: 3.2916, loss: 3.2916, grad_norm: 2.8062 2020-07-26 10:43:29,801 - mmaction - INFO - Epoch [94][2860/3757] lr: 4.738e-02, eta: 2 days, 8:05:02, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5547, loss_cls: 3.1816, loss: 3.1816, grad_norm: 2.8230 2020-07-26 10:43:41,181 - mmaction - INFO - Epoch [94][2880/3757] lr: 4.738e-02, eta: 2 days, 8:04:48, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5266, loss_cls: 3.3847, loss: 3.3847, grad_norm: 2.9048 2020-07-26 10:43:52,418 - mmaction - INFO - Epoch [94][2900/3757] lr: 4.738e-02, eta: 2 days, 8:04:33, time: 0.561, data_time: 0.003, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5453, loss_cls: 3.2672, loss: 3.2672, grad_norm: 2.8951 2020-07-26 10:44:04,341 - mmaction - INFO - Epoch [94][2920/3757] lr: 4.738e-02, eta: 2 days, 8:04:20, time: 0.596, data_time: 0.033, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5430, loss_cls: 3.1958, loss: 3.1958, grad_norm: 2.8293 2020-07-26 10:44:15,822 - mmaction - INFO - Epoch [94][2940/3757] lr: 4.738e-02, eta: 2 days, 8:04:06, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5383, loss_cls: 3.2716, loss: 3.2716, grad_norm: 2.8424 2020-07-26 10:44:27,172 - mmaction - INFO - Epoch [94][2960/3757] lr: 4.738e-02, eta: 2 days, 8:03:52, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5266, loss_cls: 3.3141, loss: 3.3141, grad_norm: 2.8010 2020-07-26 10:44:38,597 - mmaction - INFO - Epoch [94][2980/3757] lr: 4.738e-02, eta: 2 days, 8:03:38, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5422, loss_cls: 3.3541, loss: 3.3541, grad_norm: 2.8487 2020-07-26 10:44:50,094 - mmaction - INFO - Epoch [94][3000/3757] lr: 4.738e-02, eta: 2 days, 8:03:24, time: 0.575, data_time: 0.005, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5344, loss_cls: 3.2780, loss: 3.2780, grad_norm: 2.7836 2020-07-26 10:45:01,403 - mmaction - INFO - Epoch [94][3020/3757] lr: 4.738e-02, eta: 2 days, 8:03:10, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5453, loss_cls: 3.2380, loss: 3.2380, grad_norm: 2.8652 2020-07-26 10:45:12,797 - mmaction - INFO - Epoch [94][3040/3757] lr: 4.738e-02, eta: 2 days, 8:02:56, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5352, loss_cls: 3.2445, loss: 3.2445, grad_norm: 2.8319 2020-07-26 10:45:24,324 - mmaction - INFO - Epoch [94][3060/3757] lr: 4.738e-02, eta: 2 days, 8:02:42, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5664, loss_cls: 3.1856, loss: 3.1856, grad_norm: 2.8594 2020-07-26 10:45:35,681 - mmaction - INFO - Epoch [94][3080/3757] lr: 4.738e-02, eta: 2 days, 8:02:28, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5391, loss_cls: 3.3238, loss: 3.3238, grad_norm: 2.9153 2020-07-26 10:45:47,119 - mmaction - INFO - Epoch [94][3100/3757] lr: 4.738e-02, eta: 2 days, 8:02:14, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5469, loss_cls: 3.3205, loss: 3.3205, grad_norm: 2.9138 2020-07-26 10:45:58,553 - mmaction - INFO - Epoch [94][3120/3757] lr: 4.738e-02, eta: 2 days, 8:02:00, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5234, loss_cls: 3.3357, loss: 3.3357, grad_norm: 2.8872 2020-07-26 10:46:10,127 - mmaction - INFO - Epoch [94][3140/3757] lr: 4.738e-02, eta: 2 days, 8:01:46, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5312, loss_cls: 3.3169, loss: 3.3169, grad_norm: 2.8393 2020-07-26 10:46:21,666 - mmaction - INFO - Epoch [94][3160/3757] lr: 4.738e-02, eta: 2 days, 8:01:33, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5477, loss_cls: 3.3281, loss: 3.3281, grad_norm: 2.7822 2020-07-26 10:46:33,242 - mmaction - INFO - Epoch [94][3180/3757] lr: 4.738e-02, eta: 2 days, 8:01:19, time: 0.580, data_time: 0.003, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5437, loss_cls: 3.3048, loss: 3.3048, grad_norm: 2.8722 2020-07-26 10:46:45,064 - mmaction - INFO - Epoch [94][3200/3757] lr: 4.738e-02, eta: 2 days, 8:01:05, time: 0.591, data_time: 0.022, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5266, loss_cls: 3.3291, loss: 3.3291, grad_norm: 2.8606 2020-07-26 10:46:56,491 - mmaction - INFO - Epoch [94][3220/3757] lr: 4.738e-02, eta: 2 days, 8:00:51, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5492, loss_cls: 3.2840, loss: 3.2840, grad_norm: 2.8379 2020-07-26 10:47:07,888 - mmaction - INFO - Epoch [94][3240/3757] lr: 4.738e-02, eta: 2 days, 8:00:37, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5539, loss_cls: 3.2528, loss: 3.2528, grad_norm: 2.7619 2020-07-26 10:47:19,308 - mmaction - INFO - Epoch [94][3260/3757] lr: 4.738e-02, eta: 2 days, 8:00:23, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3148, top5_acc: 0.5344, loss_cls: 3.2565, loss: 3.2565, grad_norm: 2.9657 2020-07-26 10:47:30,770 - mmaction - INFO - Epoch [94][3280/3757] lr: 4.738e-02, eta: 2 days, 8:00:09, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5258, loss_cls: 3.2927, loss: 3.2927, grad_norm: 2.9428 2020-07-26 10:47:42,182 - mmaction - INFO - Epoch [94][3300/3757] lr: 4.738e-02, eta: 2 days, 7:59:56, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5102, loss_cls: 3.3962, loss: 3.3962, grad_norm: 2.8829 2020-07-26 10:47:53,662 - mmaction - INFO - Epoch [94][3320/3757] lr: 4.738e-02, eta: 2 days, 7:59:42, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5437, loss_cls: 3.2854, loss: 3.2854, grad_norm: 2.7568 2020-07-26 10:48:05,069 - mmaction - INFO - Epoch [94][3340/3757] lr: 4.738e-02, eta: 2 days, 7:59:28, time: 0.571, data_time: 0.006, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5609, loss_cls: 3.2466, loss: 3.2466, grad_norm: 2.8156 2020-07-26 10:48:16,491 - mmaction - INFO - Epoch [94][3360/3757] lr: 4.738e-02, eta: 2 days, 7:59:14, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5477, loss_cls: 3.2851, loss: 3.2851, grad_norm: 2.8342 2020-07-26 10:48:27,916 - mmaction - INFO - Epoch [94][3380/3757] lr: 4.738e-02, eta: 2 days, 7:59:00, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5453, loss_cls: 3.2239, loss: 3.2239, grad_norm: 2.8545 2020-07-26 10:48:39,276 - mmaction - INFO - Epoch [94][3400/3757] lr: 4.738e-02, eta: 2 days, 7:58:46, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5133, loss_cls: 3.3612, loss: 3.3612, grad_norm: 2.9389 2020-07-26 10:48:50,696 - mmaction - INFO - Epoch [94][3420/3757] lr: 4.738e-02, eta: 2 days, 7:58:32, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3148, top5_acc: 0.5625, loss_cls: 3.2506, loss: 3.2506, grad_norm: 2.8285 2020-07-26 10:49:02,182 - mmaction - INFO - Epoch [94][3440/3757] lr: 4.738e-02, eta: 2 days, 7:58:18, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5625, loss_cls: 3.1808, loss: 3.1808, grad_norm: 2.8166 2020-07-26 10:49:13,594 - mmaction - INFO - Epoch [94][3460/3757] lr: 4.738e-02, eta: 2 days, 7:58:04, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5250, loss_cls: 3.3438, loss: 3.3438, grad_norm: 2.9218 2020-07-26 10:49:24,994 - mmaction - INFO - Epoch [94][3480/3757] lr: 4.738e-02, eta: 2 days, 7:57:50, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5352, loss_cls: 3.3134, loss: 3.3134, grad_norm: 2.8440 2020-07-26 10:49:36,376 - mmaction - INFO - Epoch [94][3500/3757] lr: 4.738e-02, eta: 2 days, 7:57:36, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5094, loss_cls: 3.4598, loss: 3.4598, grad_norm: 2.8968 2020-07-26 10:49:47,728 - mmaction - INFO - Epoch [94][3520/3757] lr: 4.738e-02, eta: 2 days, 7:57:22, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5406, loss_cls: 3.3487, loss: 3.3487, grad_norm: 2.8201 2020-07-26 10:49:59,228 - mmaction - INFO - Epoch [94][3540/3757] lr: 4.738e-02, eta: 2 days, 7:57:08, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5344, loss_cls: 3.2763, loss: 3.2763, grad_norm: 2.8024 2020-07-26 10:50:10,692 - mmaction - INFO - Epoch [94][3560/3757] lr: 4.738e-02, eta: 2 days, 7:56:54, time: 0.573, data_time: 0.005, memory: 5232, top1_acc: 0.3328, top5_acc: 0.5641, loss_cls: 3.1140, loss: 3.1140, grad_norm: 2.7933 2020-07-26 10:50:22,107 - mmaction - INFO - Epoch [94][3580/3757] lr: 4.738e-02, eta: 2 days, 7:56:40, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5367, loss_cls: 3.2235, loss: 3.2235, grad_norm: 2.8199 2020-07-26 10:50:33,529 - mmaction - INFO - Epoch [94][3600/3757] lr: 4.738e-02, eta: 2 days, 7:56:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5328, loss_cls: 3.2999, loss: 3.2999, grad_norm: 2.9955 2020-07-26 10:50:44,988 - mmaction - INFO - Epoch [94][3620/3757] lr: 4.738e-02, eta: 2 days, 7:56:12, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5398, loss_cls: 3.3257, loss: 3.3257, grad_norm: 2.9867 2020-07-26 10:50:56,452 - mmaction - INFO - Epoch [94][3640/3757] lr: 4.738e-02, eta: 2 days, 7:55:58, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5320, loss_cls: 3.2662, loss: 3.2662, grad_norm: 2.8981 2020-07-26 10:51:07,825 - mmaction - INFO - Epoch [94][3660/3757] lr: 4.738e-02, eta: 2 days, 7:55:44, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5250, loss_cls: 3.3030, loss: 3.3030, grad_norm: 2.8720 2020-07-26 10:51:19,204 - mmaction - INFO - Epoch [94][3680/3757] lr: 4.738e-02, eta: 2 days, 7:55:30, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5289, loss_cls: 3.3466, loss: 3.3466, grad_norm: 2.8941 2020-07-26 10:51:30,434 - mmaction - INFO - Epoch [94][3700/3757] lr: 4.738e-02, eta: 2 days, 7:55:16, time: 0.562, data_time: 0.003, memory: 5232, top1_acc: 0.3266, top5_acc: 0.5445, loss_cls: 3.2126, loss: 3.2126, grad_norm: 2.7421 2020-07-26 10:51:41,801 - mmaction - INFO - Epoch [94][3720/3757] lr: 4.738e-02, eta: 2 days, 7:55:02, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5102, loss_cls: 3.3485, loss: 3.3485, grad_norm: 2.8993 2020-07-26 10:51:53,278 - mmaction - INFO - Epoch [94][3740/3757] lr: 4.738e-02, eta: 2 days, 7:54:48, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5320, loss_cls: 3.2959, loss: 3.2959, grad_norm: 2.9194 2020-07-26 10:55:24,909 - mmaction - INFO - Epoch [95][20/3757] lr: 4.651e-02, eta: 2 days, 7:58:38, time: 9.836, data_time: 9.103, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5250, loss_cls: 3.2932, loss: 3.2932, grad_norm: 2.8905 2020-07-26 10:55:36,246 - mmaction - INFO - Epoch [95][40/3757] lr: 4.651e-02, eta: 2 days, 7:58:24, time: 0.567, data_time: 0.001, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5531, loss_cls: 3.1886, loss: 3.1886, grad_norm: 2.7980 2020-07-26 10:55:47,584 - mmaction - INFO - Epoch [95][60/3757] lr: 4.651e-02, eta: 2 days, 7:58:10, time: 0.566, data_time: 0.001, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5437, loss_cls: 3.2676, loss: 3.2676, grad_norm: 2.9552 2020-07-26 10:55:58,859 - mmaction - INFO - Epoch [95][80/3757] lr: 4.651e-02, eta: 2 days, 7:57:55, time: 0.564, data_time: 0.001, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5422, loss_cls: 3.2823, loss: 3.2823, grad_norm: 2.9130 2020-07-26 10:56:10,269 - mmaction - INFO - Epoch [95][100/3757] lr: 4.651e-02, eta: 2 days, 7:57:41, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5586, loss_cls: 3.2022, loss: 3.2022, grad_norm: 2.8633 2020-07-26 10:56:21,550 - mmaction - INFO - Epoch [95][120/3757] lr: 4.651e-02, eta: 2 days, 7:57:27, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5414, loss_cls: 3.2518, loss: 3.2518, grad_norm: 2.8766 2020-07-26 10:56:32,961 - mmaction - INFO - Epoch [95][140/3757] lr: 4.651e-02, eta: 2 days, 7:57:13, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5578, loss_cls: 3.2265, loss: 3.2265, grad_norm: 2.8673 2020-07-26 10:56:44,404 - mmaction - INFO - Epoch [95][160/3757] lr: 4.651e-02, eta: 2 days, 7:56:59, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5563, loss_cls: 3.2286, loss: 3.2286, grad_norm: 2.8198 2020-07-26 10:56:56,029 - mmaction - INFO - Epoch [95][180/3757] lr: 4.651e-02, eta: 2 days, 7:56:45, time: 0.581, data_time: 0.015, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5398, loss_cls: 3.2262, loss: 3.2262, grad_norm: 2.8313 2020-07-26 10:57:07,412 - mmaction - INFO - Epoch [95][200/3757] lr: 4.651e-02, eta: 2 days, 7:56:31, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5453, loss_cls: 3.2327, loss: 3.2327, grad_norm: 2.9268 2020-07-26 10:57:18,782 - mmaction - INFO - Epoch [95][220/3757] lr: 4.651e-02, eta: 2 days, 7:56:17, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5563, loss_cls: 3.2595, loss: 3.2595, grad_norm: 2.8681 2020-07-26 10:57:30,056 - mmaction - INFO - Epoch [95][240/3757] lr: 4.651e-02, eta: 2 days, 7:56:03, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5555, loss_cls: 3.2357, loss: 3.2357, grad_norm: 2.8773 2020-07-26 10:57:41,421 - mmaction - INFO - Epoch [95][260/3757] lr: 4.651e-02, eta: 2 days, 7:55:49, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5641, loss_cls: 3.1380, loss: 3.1380, grad_norm: 2.8707 2020-07-26 10:57:52,869 - mmaction - INFO - Epoch [95][280/3757] lr: 4.651e-02, eta: 2 days, 7:55:35, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5344, loss_cls: 3.3606, loss: 3.3606, grad_norm: 2.9526 2020-07-26 10:58:04,319 - mmaction - INFO - Epoch [95][300/3757] lr: 4.651e-02, eta: 2 days, 7:55:21, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5188, loss_cls: 3.3747, loss: 3.3747, grad_norm: 2.8248 2020-07-26 10:58:15,957 - mmaction - INFO - Epoch [95][320/3757] lr: 4.651e-02, eta: 2 days, 7:55:07, time: 0.582, data_time: 0.020, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5664, loss_cls: 3.2142, loss: 3.2142, grad_norm: 2.8372 2020-07-26 10:58:27,373 - mmaction - INFO - Epoch [95][340/3757] lr: 4.651e-02, eta: 2 days, 7:54:53, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5570, loss_cls: 3.2618, loss: 3.2618, grad_norm: 2.8746 2020-07-26 10:58:38,778 - mmaction - INFO - Epoch [95][360/3757] lr: 4.651e-02, eta: 2 days, 7:54:39, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5273, loss_cls: 3.3529, loss: 3.3529, grad_norm: 2.8479 2020-07-26 10:58:50,254 - mmaction - INFO - Epoch [95][380/3757] lr: 4.651e-02, eta: 2 days, 7:54:25, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5617, loss_cls: 3.2600, loss: 3.2600, grad_norm: 2.9113 2020-07-26 10:59:01,659 - mmaction - INFO - Epoch [95][400/3757] lr: 4.651e-02, eta: 2 days, 7:54:11, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2953, top5_acc: 0.5422, loss_cls: 3.2162, loss: 3.2162, grad_norm: 2.7952 2020-07-26 10:59:13,037 - mmaction - INFO - Epoch [95][420/3757] lr: 4.651e-02, eta: 2 days, 7:53:57, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5508, loss_cls: 3.2655, loss: 3.2655, grad_norm: 2.8574 2020-07-26 10:59:24,507 - mmaction - INFO - Epoch [95][440/3757] lr: 4.651e-02, eta: 2 days, 7:53:43, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5563, loss_cls: 3.2159, loss: 3.2159, grad_norm: 2.9004 2020-07-26 10:59:35,927 - mmaction - INFO - Epoch [95][460/3757] lr: 4.651e-02, eta: 2 days, 7:53:29, time: 0.571, data_time: 0.007, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5578, loss_cls: 3.1807, loss: 3.1807, grad_norm: 2.8141 2020-07-26 10:59:47,366 - mmaction - INFO - Epoch [95][480/3757] lr: 4.651e-02, eta: 2 days, 7:53:15, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5523, loss_cls: 3.2597, loss: 3.2597, grad_norm: 2.9463 2020-07-26 10:59:58,784 - mmaction - INFO - Epoch [95][500/3757] lr: 4.651e-02, eta: 2 days, 7:53:01, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5445, loss_cls: 3.2606, loss: 3.2606, grad_norm: 2.8955 2020-07-26 11:00:17,232 - mmaction - INFO - Epoch [95][520/3757] lr: 4.651e-02, eta: 2 days, 7:52:57, time: 0.919, data_time: 0.003, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5391, loss_cls: 3.2788, loss: 3.2788, grad_norm: 2.9200 2020-07-26 11:00:28,735 - mmaction - INFO - Epoch [95][540/3757] lr: 4.651e-02, eta: 2 days, 7:52:44, time: 0.578, data_time: 0.007, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5539, loss_cls: 3.2452, loss: 3.2452, grad_norm: 2.8649 2020-07-26 11:00:40,164 - mmaction - INFO - Epoch [95][560/3757] lr: 4.651e-02, eta: 2 days, 7:52:30, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5258, loss_cls: 3.3601, loss: 3.3601, grad_norm: 2.9390 2020-07-26 11:00:51,486 - mmaction - INFO - Epoch [95][580/3757] lr: 4.651e-02, eta: 2 days, 7:52:16, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5273, loss_cls: 3.2173, loss: 3.2173, grad_norm: 2.8438 2020-07-26 11:01:02,882 - mmaction - INFO - Epoch [95][600/3757] lr: 4.651e-02, eta: 2 days, 7:52:02, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5320, loss_cls: 3.3612, loss: 3.3612, grad_norm: 2.8607 2020-07-26 11:01:14,257 - mmaction - INFO - Epoch [95][620/3757] lr: 4.651e-02, eta: 2 days, 7:51:47, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5320, loss_cls: 3.2825, loss: 3.2825, grad_norm: 2.9229 2020-07-26 11:01:25,666 - mmaction - INFO - Epoch [95][640/3757] lr: 4.651e-02, eta: 2 days, 7:51:33, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5594, loss_cls: 3.1619, loss: 3.1619, grad_norm: 2.8189 2020-07-26 11:01:37,067 - mmaction - INFO - Epoch [95][660/3757] lr: 4.651e-02, eta: 2 days, 7:51:19, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5109, loss_cls: 3.3918, loss: 3.3918, grad_norm: 2.9414 2020-07-26 11:01:48,505 - mmaction - INFO - Epoch [95][680/3757] lr: 4.651e-02, eta: 2 days, 7:51:05, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5508, loss_cls: 3.2206, loss: 3.2206, grad_norm: 2.7602 2020-07-26 11:01:59,942 - mmaction - INFO - Epoch [95][700/3757] lr: 4.651e-02, eta: 2 days, 7:50:51, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5539, loss_cls: 3.2473, loss: 3.2473, grad_norm: 2.9433 2020-07-26 11:02:11,319 - mmaction - INFO - Epoch [95][720/3757] lr: 4.651e-02, eta: 2 days, 7:50:37, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5469, loss_cls: 3.1716, loss: 3.1716, grad_norm: 2.8712 2020-07-26 11:02:22,696 - mmaction - INFO - Epoch [95][740/3757] lr: 4.651e-02, eta: 2 days, 7:50:23, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2953, top5_acc: 0.5266, loss_cls: 3.3000, loss: 3.3000, grad_norm: 2.9061 2020-07-26 11:02:34,058 - mmaction - INFO - Epoch [95][760/3757] lr: 4.651e-02, eta: 2 days, 7:50:09, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5609, loss_cls: 3.2304, loss: 3.2304, grad_norm: 2.8155 2020-07-26 11:02:45,508 - mmaction - INFO - Epoch [95][780/3757] lr: 4.651e-02, eta: 2 days, 7:49:55, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5563, loss_cls: 3.2483, loss: 3.2483, grad_norm: 2.8596 2020-07-26 11:02:56,909 - mmaction - INFO - Epoch [95][800/3757] lr: 4.651e-02, eta: 2 days, 7:49:41, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5625, loss_cls: 3.2316, loss: 3.2316, grad_norm: 2.8280 2020-07-26 11:03:08,365 - mmaction - INFO - Epoch [95][820/3757] lr: 4.651e-02, eta: 2 days, 7:49:27, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5359, loss_cls: 3.2971, loss: 3.2971, grad_norm: 2.9217 2020-07-26 11:03:24,196 - mmaction - INFO - Epoch [95][840/3757] lr: 4.651e-02, eta: 2 days, 7:49:20, time: 0.792, data_time: 0.165, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5516, loss_cls: 3.2243, loss: 3.2243, grad_norm: 2.8609 2020-07-26 11:03:35,783 - mmaction - INFO - Epoch [95][860/3757] lr: 4.651e-02, eta: 2 days, 7:49:06, time: 0.579, data_time: 0.012, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5422, loss_cls: 3.2766, loss: 3.2766, grad_norm: 2.9388 2020-07-26 11:03:47,545 - mmaction - INFO - Epoch [95][880/3757] lr: 4.651e-02, eta: 2 days, 7:48:52, time: 0.588, data_time: 0.016, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5633, loss_cls: 3.1994, loss: 3.1994, grad_norm: 2.8824 2020-07-26 11:03:59,375 - mmaction - INFO - Epoch [95][900/3757] lr: 4.651e-02, eta: 2 days, 7:48:39, time: 0.591, data_time: 0.023, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5258, loss_cls: 3.3464, loss: 3.3464, grad_norm: 2.8717 2020-07-26 11:04:11,064 - mmaction - INFO - Epoch [95][920/3757] lr: 4.651e-02, eta: 2 days, 7:48:25, time: 0.585, data_time: 0.013, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5445, loss_cls: 3.2439, loss: 3.2439, grad_norm: 2.8068 2020-07-26 11:04:22,512 - mmaction - INFO - Epoch [95][940/3757] lr: 4.651e-02, eta: 2 days, 7:48:12, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5289, loss_cls: 3.3445, loss: 3.3445, grad_norm: 2.9735 2020-07-26 11:04:34,271 - mmaction - INFO - Epoch [95][960/3757] lr: 4.651e-02, eta: 2 days, 7:47:58, time: 0.588, data_time: 0.012, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5094, loss_cls: 3.3391, loss: 3.3391, grad_norm: 2.9916 2020-07-26 11:04:46,105 - mmaction - INFO - Epoch [95][980/3757] lr: 4.651e-02, eta: 2 days, 7:47:45, time: 0.592, data_time: 0.024, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5609, loss_cls: 3.2178, loss: 3.2178, grad_norm: 2.9247 2020-07-26 11:04:57,957 - mmaction - INFO - Epoch [95][1000/3757] lr: 4.651e-02, eta: 2 days, 7:47:31, time: 0.592, data_time: 0.017, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5422, loss_cls: 3.3290, loss: 3.3290, grad_norm: 2.9480 2020-07-26 11:05:09,809 - mmaction - INFO - Epoch [95][1020/3757] lr: 4.651e-02, eta: 2 days, 7:47:18, time: 0.593, data_time: 0.026, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5609, loss_cls: 3.1626, loss: 3.1626, grad_norm: 2.8186 2020-07-26 11:05:21,827 - mmaction - INFO - Epoch [95][1040/3757] lr: 4.651e-02, eta: 2 days, 7:47:05, time: 0.601, data_time: 0.034, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5477, loss_cls: 3.2536, loss: 3.2536, grad_norm: 2.8403 2020-07-26 11:05:33,595 - mmaction - INFO - Epoch [95][1060/3757] lr: 4.651e-02, eta: 2 days, 7:46:51, time: 0.588, data_time: 0.025, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5375, loss_cls: 3.2599, loss: 3.2599, grad_norm: 2.8226 2020-07-26 11:05:45,351 - mmaction - INFO - Epoch [95][1080/3757] lr: 4.651e-02, eta: 2 days, 7:46:38, time: 0.587, data_time: 0.019, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5266, loss_cls: 3.3831, loss: 3.3831, grad_norm: 2.9420 2020-07-26 11:05:57,085 - mmaction - INFO - Epoch [95][1100/3757] lr: 4.651e-02, eta: 2 days, 7:46:24, time: 0.587, data_time: 0.024, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5312, loss_cls: 3.2510, loss: 3.2510, grad_norm: 2.8141 2020-07-26 11:06:08,713 - mmaction - INFO - Epoch [95][1120/3757] lr: 4.651e-02, eta: 2 days, 7:46:11, time: 0.581, data_time: 0.018, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5344, loss_cls: 3.3133, loss: 3.3133, grad_norm: 2.8770 2020-07-26 11:06:20,179 - mmaction - INFO - Epoch [95][1140/3757] lr: 4.651e-02, eta: 2 days, 7:45:57, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5609, loss_cls: 3.2057, loss: 3.2057, grad_norm: 2.8854 2020-07-26 11:06:32,006 - mmaction - INFO - Epoch [95][1160/3757] lr: 4.651e-02, eta: 2 days, 7:45:43, time: 0.592, data_time: 0.017, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5453, loss_cls: 3.2723, loss: 3.2723, grad_norm: 2.8990 2020-07-26 11:06:43,829 - mmaction - INFO - Epoch [95][1180/3757] lr: 4.651e-02, eta: 2 days, 7:45:30, time: 0.591, data_time: 0.025, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5617, loss_cls: 3.2360, loss: 3.2360, grad_norm: 2.9209 2020-07-26 11:06:55,636 - mmaction - INFO - Epoch [95][1200/3757] lr: 4.651e-02, eta: 2 days, 7:45:16, time: 0.590, data_time: 0.015, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5258, loss_cls: 3.3648, loss: 3.3648, grad_norm: 2.9557 2020-07-26 11:07:07,387 - mmaction - INFO - Epoch [95][1220/3757] lr: 4.651e-02, eta: 2 days, 7:45:03, time: 0.587, data_time: 0.022, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5305, loss_cls: 3.2705, loss: 3.2705, grad_norm: 2.8831 2020-07-26 11:07:18,778 - mmaction - INFO - Epoch [95][1240/3757] lr: 4.651e-02, eta: 2 days, 7:44:49, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5484, loss_cls: 3.2589, loss: 3.2589, grad_norm: 2.8558 2020-07-26 11:07:30,543 - mmaction - INFO - Epoch [95][1260/3757] lr: 4.651e-02, eta: 2 days, 7:44:35, time: 0.588, data_time: 0.020, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5398, loss_cls: 3.3135, loss: 3.3135, grad_norm: 2.8975 2020-07-26 11:07:42,233 - mmaction - INFO - Epoch [95][1280/3757] lr: 4.651e-02, eta: 2 days, 7:44:22, time: 0.584, data_time: 0.017, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5328, loss_cls: 3.3755, loss: 3.3755, grad_norm: 2.9328 2020-07-26 11:07:53,937 - mmaction - INFO - Epoch [95][1300/3757] lr: 4.651e-02, eta: 2 days, 7:44:08, time: 0.586, data_time: 0.024, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5352, loss_cls: 3.2982, loss: 3.2982, grad_norm: 2.9188 2020-07-26 11:08:05,724 - mmaction - INFO - Epoch [95][1320/3757] lr: 4.651e-02, eta: 2 days, 7:43:55, time: 0.589, data_time: 0.023, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5258, loss_cls: 3.3402, loss: 3.3402, grad_norm: 2.8586 2020-07-26 11:08:17,535 - mmaction - INFO - Epoch [95][1340/3757] lr: 4.651e-02, eta: 2 days, 7:43:41, time: 0.591, data_time: 0.017, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5414, loss_cls: 3.2473, loss: 3.2473, grad_norm: 2.7834 2020-07-26 11:08:29,063 - mmaction - INFO - Epoch [95][1360/3757] lr: 4.651e-02, eta: 2 days, 7:43:27, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5273, loss_cls: 3.3168, loss: 3.3168, grad_norm: 2.8924 2020-07-26 11:08:40,488 - mmaction - INFO - Epoch [95][1380/3757] lr: 4.651e-02, eta: 2 days, 7:43:13, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5445, loss_cls: 3.2345, loss: 3.2345, grad_norm: 2.8729 2020-07-26 11:08:52,290 - mmaction - INFO - Epoch [95][1400/3757] lr: 4.651e-02, eta: 2 days, 7:43:00, time: 0.590, data_time: 0.024, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5180, loss_cls: 3.4059, loss: 3.4059, grad_norm: 3.0317 2020-07-26 11:09:04,129 - mmaction - INFO - Epoch [95][1420/3757] lr: 4.651e-02, eta: 2 days, 7:42:47, time: 0.591, data_time: 0.019, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5406, loss_cls: 3.2650, loss: 3.2650, grad_norm: 2.9063 2020-07-26 11:09:16,039 - mmaction - INFO - Epoch [95][1440/3757] lr: 4.651e-02, eta: 2 days, 7:42:33, time: 0.596, data_time: 0.025, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5516, loss_cls: 3.2621, loss: 3.2621, grad_norm: 2.8786 2020-07-26 11:09:27,713 - mmaction - INFO - Epoch [95][1460/3757] lr: 4.651e-02, eta: 2 days, 7:42:20, time: 0.584, data_time: 0.019, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5164, loss_cls: 3.3647, loss: 3.3647, grad_norm: 2.9510 2020-07-26 11:09:39,081 - mmaction - INFO - Epoch [95][1480/3757] lr: 4.651e-02, eta: 2 days, 7:42:06, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5375, loss_cls: 3.2687, loss: 3.2687, grad_norm: 2.8600 2020-07-26 11:09:50,552 - mmaction - INFO - Epoch [95][1500/3757] lr: 4.651e-02, eta: 2 days, 7:41:52, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5359, loss_cls: 3.3443, loss: 3.3443, grad_norm: 2.9295 2020-07-26 11:10:02,148 - mmaction - INFO - Epoch [95][1520/3757] lr: 4.651e-02, eta: 2 days, 7:41:38, time: 0.580, data_time: 0.003, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5344, loss_cls: 3.3313, loss: 3.3313, grad_norm: 2.8534 2020-07-26 11:10:13,864 - mmaction - INFO - Epoch [95][1540/3757] lr: 4.651e-02, eta: 2 days, 7:41:25, time: 0.586, data_time: 0.015, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5602, loss_cls: 3.2726, loss: 3.2726, grad_norm: 2.7912 2020-07-26 11:10:25,650 - mmaction - INFO - Epoch [95][1560/3757] lr: 4.651e-02, eta: 2 days, 7:41:11, time: 0.589, data_time: 0.014, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5297, loss_cls: 3.3225, loss: 3.3225, grad_norm: 2.8894 2020-07-26 11:10:37,390 - mmaction - INFO - Epoch [95][1580/3757] lr: 4.651e-02, eta: 2 days, 7:40:58, time: 0.587, data_time: 0.025, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5492, loss_cls: 3.2775, loss: 3.2775, grad_norm: 2.8772 2020-07-26 11:10:49,234 - mmaction - INFO - Epoch [95][1600/3757] lr: 4.651e-02, eta: 2 days, 7:40:44, time: 0.592, data_time: 0.021, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5477, loss_cls: 3.2831, loss: 3.2831, grad_norm: 2.8485 2020-07-26 11:11:01,028 - mmaction - INFO - Epoch [95][1620/3757] lr: 4.651e-02, eta: 2 days, 7:40:31, time: 0.590, data_time: 0.021, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5094, loss_cls: 3.3824, loss: 3.3824, grad_norm: 2.8132 2020-07-26 11:11:12,829 - mmaction - INFO - Epoch [95][1640/3757] lr: 4.651e-02, eta: 2 days, 7:40:17, time: 0.590, data_time: 0.026, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5406, loss_cls: 3.3265, loss: 3.3265, grad_norm: 2.8566 2020-07-26 11:11:24,252 - mmaction - INFO - Epoch [95][1660/3757] lr: 4.651e-02, eta: 2 days, 7:40:03, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5414, loss_cls: 3.2620, loss: 3.2620, grad_norm: 2.7958 2020-07-26 11:11:35,692 - mmaction - INFO - Epoch [95][1680/3757] lr: 4.651e-02, eta: 2 days, 7:39:49, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5188, loss_cls: 3.3883, loss: 3.3883, grad_norm: 2.9092 2020-07-26 11:11:47,152 - mmaction - INFO - Epoch [95][1700/3757] lr: 4.651e-02, eta: 2 days, 7:39:35, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5219, loss_cls: 3.3609, loss: 3.3609, grad_norm: 2.8122 2020-07-26 11:11:58,539 - mmaction - INFO - Epoch [95][1720/3757] lr: 4.651e-02, eta: 2 days, 7:39:21, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5195, loss_cls: 3.4328, loss: 3.4328, grad_norm: 2.8209 2020-07-26 11:12:09,982 - mmaction - INFO - Epoch [95][1740/3757] lr: 4.651e-02, eta: 2 days, 7:39:07, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5266, loss_cls: 3.3561, loss: 3.3561, grad_norm: 2.8327 2020-07-26 11:12:21,367 - mmaction - INFO - Epoch [95][1760/3757] lr: 4.651e-02, eta: 2 days, 7:38:53, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5492, loss_cls: 3.2291, loss: 3.2291, grad_norm: 2.8700 2020-07-26 11:12:32,811 - mmaction - INFO - Epoch [95][1780/3757] lr: 4.651e-02, eta: 2 days, 7:38:40, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5352, loss_cls: 3.2750, loss: 3.2750, grad_norm: 2.8986 2020-07-26 11:12:44,350 - mmaction - INFO - Epoch [95][1800/3757] lr: 4.651e-02, eta: 2 days, 7:38:26, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5250, loss_cls: 3.3492, loss: 3.3492, grad_norm: 2.8555 2020-07-26 11:12:55,847 - mmaction - INFO - Epoch [95][1820/3757] lr: 4.651e-02, eta: 2 days, 7:38:12, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5406, loss_cls: 3.2960, loss: 3.2960, grad_norm: 2.9360 2020-07-26 11:13:07,366 - mmaction - INFO - Epoch [95][1840/3757] lr: 4.651e-02, eta: 2 days, 7:37:58, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5305, loss_cls: 3.2804, loss: 3.2804, grad_norm: 2.8342 2020-07-26 11:13:19,000 - mmaction - INFO - Epoch [95][1860/3757] lr: 4.651e-02, eta: 2 days, 7:37:44, time: 0.581, data_time: 0.003, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5336, loss_cls: 3.3386, loss: 3.3386, grad_norm: 2.8975 2020-07-26 11:13:30,550 - mmaction - INFO - Epoch [95][1880/3757] lr: 4.651e-02, eta: 2 days, 7:37:31, time: 0.578, data_time: 0.005, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5148, loss_cls: 3.3576, loss: 3.3576, grad_norm: 2.9124 2020-07-26 11:13:41,949 - mmaction - INFO - Epoch [95][1900/3757] lr: 4.651e-02, eta: 2 days, 7:37:17, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5266, loss_cls: 3.2801, loss: 3.2801, grad_norm: 2.8815 2020-07-26 11:13:53,354 - mmaction - INFO - Epoch [95][1920/3757] lr: 4.651e-02, eta: 2 days, 7:37:03, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5281, loss_cls: 3.2636, loss: 3.2636, grad_norm: 2.8745 2020-07-26 11:14:04,788 - mmaction - INFO - Epoch [95][1940/3757] lr: 4.651e-02, eta: 2 days, 7:36:49, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5422, loss_cls: 3.3346, loss: 3.3346, grad_norm: 2.7900 2020-07-26 11:14:16,348 - mmaction - INFO - Epoch [95][1960/3757] lr: 4.651e-02, eta: 2 days, 7:36:35, time: 0.578, data_time: 0.002, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5328, loss_cls: 3.3947, loss: 3.3947, grad_norm: 2.9539 2020-07-26 11:14:27,793 - mmaction - INFO - Epoch [95][1980/3757] lr: 4.651e-02, eta: 2 days, 7:36:21, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5305, loss_cls: 3.2805, loss: 3.2805, grad_norm: 2.8409 2020-07-26 11:14:39,270 - mmaction - INFO - Epoch [95][2000/3757] lr: 4.651e-02, eta: 2 days, 7:36:07, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5359, loss_cls: 3.3201, loss: 3.3201, grad_norm: 2.7632 2020-07-26 11:14:50,723 - mmaction - INFO - Epoch [95][2020/3757] lr: 4.651e-02, eta: 2 days, 7:35:53, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5391, loss_cls: 3.2686, loss: 3.2686, grad_norm: 2.7629 2020-07-26 11:15:02,207 - mmaction - INFO - Epoch [95][2040/3757] lr: 4.651e-02, eta: 2 days, 7:35:39, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5375, loss_cls: 3.2418, loss: 3.2418, grad_norm: 2.7881 2020-07-26 11:15:13,673 - mmaction - INFO - Epoch [95][2060/3757] lr: 4.651e-02, eta: 2 days, 7:35:25, time: 0.573, data_time: 0.001, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5203, loss_cls: 3.3274, loss: 3.3274, grad_norm: 2.9360 2020-07-26 11:15:25,764 - mmaction - INFO - Epoch [95][2080/3757] lr: 4.651e-02, eta: 2 days, 7:35:12, time: 0.605, data_time: 0.036, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5312, loss_cls: 3.2971, loss: 3.2971, grad_norm: 2.8066 2020-07-26 11:15:37,117 - mmaction - INFO - Epoch [95][2100/3757] lr: 4.651e-02, eta: 2 days, 7:34:58, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5508, loss_cls: 3.2811, loss: 3.2811, grad_norm: 2.7680 2020-07-26 11:15:48,648 - mmaction - INFO - Epoch [95][2120/3757] lr: 4.651e-02, eta: 2 days, 7:34:44, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5437, loss_cls: 3.3030, loss: 3.3030, grad_norm: 2.8104 2020-07-26 11:16:00,611 - mmaction - INFO - Epoch [95][2140/3757] lr: 4.651e-02, eta: 2 days, 7:34:31, time: 0.598, data_time: 0.035, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5500, loss_cls: 3.2865, loss: 3.2865, grad_norm: 2.8814 2020-07-26 11:16:12,040 - mmaction - INFO - Epoch [95][2160/3757] lr: 4.651e-02, eta: 2 days, 7:34:17, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5359, loss_cls: 3.2932, loss: 3.2932, grad_norm: 2.8476 2020-07-26 11:16:23,549 - mmaction - INFO - Epoch [95][2180/3757] lr: 4.651e-02, eta: 2 days, 7:34:03, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5570, loss_cls: 3.2255, loss: 3.2255, grad_norm: 2.8595 2020-07-26 11:16:34,949 - mmaction - INFO - Epoch [95][2200/3757] lr: 4.651e-02, eta: 2 days, 7:33:49, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5211, loss_cls: 3.3689, loss: 3.3689, grad_norm: 2.9566 2020-07-26 11:16:46,377 - mmaction - INFO - Epoch [95][2220/3757] lr: 4.651e-02, eta: 2 days, 7:33:35, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5242, loss_cls: 3.3830, loss: 3.3830, grad_norm: 2.9494 2020-07-26 11:16:57,809 - mmaction - INFO - Epoch [95][2240/3757] lr: 4.651e-02, eta: 2 days, 7:33:22, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3406, top5_acc: 0.5992, loss_cls: 3.0312, loss: 3.0312, grad_norm: 2.7209 2020-07-26 11:17:09,209 - mmaction - INFO - Epoch [95][2260/3757] lr: 4.651e-02, eta: 2 days, 7:33:08, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5586, loss_cls: 3.2665, loss: 3.2665, grad_norm: 2.9597 2020-07-26 11:17:20,693 - mmaction - INFO - Epoch [95][2280/3757] lr: 4.651e-02, eta: 2 days, 7:32:54, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5258, loss_cls: 3.3401, loss: 3.3401, grad_norm: 2.9159 2020-07-26 11:17:32,123 - mmaction - INFO - Epoch [95][2300/3757] lr: 4.651e-02, eta: 2 days, 7:32:40, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5414, loss_cls: 3.2605, loss: 3.2605, grad_norm: 2.9180 2020-07-26 11:17:43,588 - mmaction - INFO - Epoch [95][2320/3757] lr: 4.651e-02, eta: 2 days, 7:32:26, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5437, loss_cls: 3.2778, loss: 3.2778, grad_norm: 2.8553 2020-07-26 11:17:54,975 - mmaction - INFO - Epoch [95][2340/3757] lr: 4.651e-02, eta: 2 days, 7:32:12, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5352, loss_cls: 3.3512, loss: 3.3512, grad_norm: 2.8376 2020-07-26 11:18:06,886 - mmaction - INFO - Epoch [95][2360/3757] lr: 4.651e-02, eta: 2 days, 7:31:59, time: 0.596, data_time: 0.029, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5336, loss_cls: 3.2959, loss: 3.2959, grad_norm: 2.8314 2020-07-26 11:18:22,958 - mmaction - INFO - Epoch [95][2380/3757] lr: 4.651e-02, eta: 2 days, 7:31:51, time: 0.803, data_time: 0.234, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5539, loss_cls: 3.2223, loss: 3.2223, grad_norm: 2.8062 2020-07-26 11:18:34,901 - mmaction - INFO - Epoch [95][2400/3757] lr: 4.651e-02, eta: 2 days, 7:31:38, time: 0.597, data_time: 0.024, memory: 5232, top1_acc: 0.3258, top5_acc: 0.5594, loss_cls: 3.1790, loss: 3.1790, grad_norm: 2.8280 2020-07-26 11:18:46,572 - mmaction - INFO - Epoch [95][2420/3757] lr: 4.651e-02, eta: 2 days, 7:31:24, time: 0.584, data_time: 0.014, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5469, loss_cls: 3.2730, loss: 3.2730, grad_norm: 2.8618 2020-07-26 11:18:58,431 - mmaction - INFO - Epoch [95][2440/3757] lr: 4.651e-02, eta: 2 days, 7:31:11, time: 0.593, data_time: 0.024, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5188, loss_cls: 3.3526, loss: 3.3526, grad_norm: 2.9162 2020-07-26 11:19:10,211 - mmaction - INFO - Epoch [95][2460/3757] lr: 4.651e-02, eta: 2 days, 7:30:58, time: 0.589, data_time: 0.020, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5523, loss_cls: 3.1693, loss: 3.1693, grad_norm: 2.8492 2020-07-26 11:19:22,042 - mmaction - INFO - Epoch [95][2480/3757] lr: 4.651e-02, eta: 2 days, 7:30:44, time: 0.592, data_time: 0.025, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5617, loss_cls: 3.1803, loss: 3.1803, grad_norm: 2.7876 2020-07-26 11:19:33,508 - mmaction - INFO - Epoch [95][2500/3757] lr: 4.651e-02, eta: 2 days, 7:30:30, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5547, loss_cls: 3.1814, loss: 3.1814, grad_norm: 2.8721 2020-07-26 11:19:44,910 - mmaction - INFO - Epoch [95][2520/3757] lr: 4.651e-02, eta: 2 days, 7:30:16, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5273, loss_cls: 3.3283, loss: 3.3283, grad_norm: 2.9092 2020-07-26 11:19:56,288 - mmaction - INFO - Epoch [95][2540/3757] lr: 4.651e-02, eta: 2 days, 7:30:02, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5211, loss_cls: 3.3372, loss: 3.3372, grad_norm: 2.8689 2020-07-26 11:20:12,383 - mmaction - INFO - Epoch [95][2560/3757] lr: 4.651e-02, eta: 2 days, 7:29:55, time: 0.804, data_time: 0.020, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5227, loss_cls: 3.3267, loss: 3.3267, grad_norm: 2.8339 2020-07-26 11:20:24,895 - mmaction - INFO - Epoch [95][2580/3757] lr: 4.651e-02, eta: 2 days, 7:29:43, time: 0.626, data_time: 0.070, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5352, loss_cls: 3.2749, loss: 3.2749, grad_norm: 2.8734 2020-07-26 11:20:40,263 - mmaction - INFO - Epoch [95][2600/3757] lr: 4.651e-02, eta: 2 days, 7:29:34, time: 0.769, data_time: 0.115, memory: 5232, top1_acc: 0.3148, top5_acc: 0.5484, loss_cls: 3.2027, loss: 3.2027, grad_norm: 2.8723 2020-07-26 11:20:52,100 - mmaction - INFO - Epoch [95][2620/3757] lr: 4.651e-02, eta: 2 days, 7:29:21, time: 0.591, data_time: 0.025, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5273, loss_cls: 3.3140, loss: 3.3140, grad_norm: 2.9018 2020-07-26 11:21:03,940 - mmaction - INFO - Epoch [95][2640/3757] lr: 4.651e-02, eta: 2 days, 7:29:08, time: 0.592, data_time: 0.014, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5297, loss_cls: 3.3290, loss: 3.3290, grad_norm: 2.8667 2020-07-26 11:21:15,811 - mmaction - INFO - Epoch [95][2660/3757] lr: 4.651e-02, eta: 2 days, 7:28:54, time: 0.594, data_time: 0.025, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5383, loss_cls: 3.3246, loss: 3.3246, grad_norm: 2.8685 2020-07-26 11:21:27,527 - mmaction - INFO - Epoch [95][2680/3757] lr: 4.651e-02, eta: 2 days, 7:28:41, time: 0.586, data_time: 0.018, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5547, loss_cls: 3.1997, loss: 3.1997, grad_norm: 2.8495 2020-07-26 11:21:38,967 - mmaction - INFO - Epoch [95][2700/3757] lr: 4.651e-02, eta: 2 days, 7:28:27, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5625, loss_cls: 3.1873, loss: 3.1873, grad_norm: 2.9133 2020-07-26 11:21:50,331 - mmaction - INFO - Epoch [95][2720/3757] lr: 4.651e-02, eta: 2 days, 7:28:13, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5453, loss_cls: 3.2446, loss: 3.2446, grad_norm: 2.8596 2020-07-26 11:22:01,642 - mmaction - INFO - Epoch [95][2740/3757] lr: 4.651e-02, eta: 2 days, 7:27:59, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5398, loss_cls: 3.3226, loss: 3.3226, grad_norm: 2.8283 2020-07-26 11:22:13,141 - mmaction - INFO - Epoch [95][2760/3757] lr: 4.651e-02, eta: 2 days, 7:27:45, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5344, loss_cls: 3.3173, loss: 3.3173, grad_norm: 2.8339 2020-07-26 11:22:24,626 - mmaction - INFO - Epoch [95][2780/3757] lr: 4.651e-02, eta: 2 days, 7:27:31, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5563, loss_cls: 3.2145, loss: 3.2145, grad_norm: 2.9833 2020-07-26 11:22:36,049 - mmaction - INFO - Epoch [95][2800/3757] lr: 4.651e-02, eta: 2 days, 7:27:17, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5266, loss_cls: 3.3367, loss: 3.3367, grad_norm: 2.9207 2020-07-26 11:22:47,551 - mmaction - INFO - Epoch [95][2820/3757] lr: 4.651e-02, eta: 2 days, 7:27:03, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5539, loss_cls: 3.1882, loss: 3.1882, grad_norm: 2.8032 2020-07-26 11:22:58,903 - mmaction - INFO - Epoch [95][2840/3757] lr: 4.651e-02, eta: 2 days, 7:26:49, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5547, loss_cls: 3.2796, loss: 3.2796, grad_norm: 2.9115 2020-07-26 11:23:10,367 - mmaction - INFO - Epoch [95][2860/3757] lr: 4.651e-02, eta: 2 days, 7:26:35, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5508, loss_cls: 3.2404, loss: 3.2404, grad_norm: 2.8922 2020-07-26 11:23:21,874 - mmaction - INFO - Epoch [95][2880/3757] lr: 4.651e-02, eta: 2 days, 7:26:21, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5430, loss_cls: 3.3193, loss: 3.3193, grad_norm: 2.9602 2020-07-26 11:23:33,313 - mmaction - INFO - Epoch [95][2900/3757] lr: 4.651e-02, eta: 2 days, 7:26:07, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5398, loss_cls: 3.2500, loss: 3.2500, grad_norm: 2.8623 2020-07-26 11:23:44,752 - mmaction - INFO - Epoch [95][2920/3757] lr: 4.651e-02, eta: 2 days, 7:25:54, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5305, loss_cls: 3.3337, loss: 3.3337, grad_norm: 3.0227 2020-07-26 11:23:56,261 - mmaction - INFO - Epoch [95][2940/3757] lr: 4.651e-02, eta: 2 days, 7:25:40, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5531, loss_cls: 3.2006, loss: 3.2006, grad_norm: 2.8947 2020-07-26 11:24:07,716 - mmaction - INFO - Epoch [95][2960/3757] lr: 4.651e-02, eta: 2 days, 7:25:26, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5289, loss_cls: 3.2575, loss: 3.2575, grad_norm: 2.8907 2020-07-26 11:24:19,225 - mmaction - INFO - Epoch [95][2980/3757] lr: 4.651e-02, eta: 2 days, 7:25:12, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5078, loss_cls: 3.4309, loss: 3.4309, grad_norm: 2.9065 2020-07-26 11:24:35,903 - mmaction - INFO - Epoch [95][3000/3757] lr: 4.651e-02, eta: 2 days, 7:25:06, time: 0.834, data_time: 0.269, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5234, loss_cls: 3.2932, loss: 3.2932, grad_norm: 2.8747 2020-07-26 11:24:47,670 - mmaction - INFO - Epoch [95][3020/3757] lr: 4.651e-02, eta: 2 days, 7:24:52, time: 0.589, data_time: 0.017, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5359, loss_cls: 3.2647, loss: 3.2647, grad_norm: 2.8379 2020-07-26 11:25:00,489 - mmaction - INFO - Epoch [95][3040/3757] lr: 4.651e-02, eta: 2 days, 7:24:40, time: 0.641, data_time: 0.023, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5180, loss_cls: 3.2668, loss: 3.2668, grad_norm: 2.9156 2020-07-26 11:25:12,257 - mmaction - INFO - Epoch [95][3060/3757] lr: 4.651e-02, eta: 2 days, 7:24:27, time: 0.588, data_time: 0.016, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5234, loss_cls: 3.3435, loss: 3.3435, grad_norm: 2.8929 2020-07-26 11:25:24,632 - mmaction - INFO - Epoch [95][3080/3757] lr: 4.651e-02, eta: 2 days, 7:24:14, time: 0.618, data_time: 0.024, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5453, loss_cls: 3.2497, loss: 3.2497, grad_norm: 2.8180 2020-07-26 11:25:36,353 - mmaction - INFO - Epoch [95][3100/3757] lr: 4.651e-02, eta: 2 days, 7:24:01, time: 0.586, data_time: 0.013, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5320, loss_cls: 3.2674, loss: 3.2674, grad_norm: 2.8199 2020-07-26 11:25:47,775 - mmaction - INFO - Epoch [95][3120/3757] lr: 4.651e-02, eta: 2 days, 7:23:47, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5391, loss_cls: 3.2261, loss: 3.2261, grad_norm: 2.8844 2020-07-26 11:25:59,279 - mmaction - INFO - Epoch [95][3140/3757] lr: 4.651e-02, eta: 2 days, 7:23:33, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5375, loss_cls: 3.3034, loss: 3.3034, grad_norm: 2.9065 2020-07-26 11:26:10,697 - mmaction - INFO - Epoch [95][3160/3757] lr: 4.651e-02, eta: 2 days, 7:23:19, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5273, loss_cls: 3.2696, loss: 3.2696, grad_norm: 2.8228 2020-07-26 11:26:26,563 - mmaction - INFO - Epoch [95][3180/3757] lr: 4.651e-02, eta: 2 days, 7:23:11, time: 0.793, data_time: 0.155, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5344, loss_cls: 3.2457, loss: 3.2457, grad_norm: 2.7956 2020-07-26 11:26:39,459 - mmaction - INFO - Epoch [95][3200/3757] lr: 4.651e-02, eta: 2 days, 7:22:59, time: 0.645, data_time: 0.023, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5508, loss_cls: 3.2107, loss: 3.2107, grad_norm: 2.9084 2020-07-26 11:26:56,000 - mmaction - INFO - Epoch [95][3220/3757] lr: 4.651e-02, eta: 2 days, 7:22:53, time: 0.827, data_time: 0.012, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5258, loss_cls: 3.3162, loss: 3.3162, grad_norm: 2.8609 2020-07-26 11:27:10,028 - mmaction - INFO - Epoch [95][3240/3757] lr: 4.651e-02, eta: 2 days, 7:22:42, time: 0.701, data_time: 0.025, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5359, loss_cls: 3.2994, loss: 3.2994, grad_norm: 2.9170 2020-07-26 11:27:23,586 - mmaction - INFO - Epoch [95][3260/3757] lr: 4.651e-02, eta: 2 days, 7:22:31, time: 0.678, data_time: 0.002, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5422, loss_cls: 3.3608, loss: 3.3608, grad_norm: 2.9371 2020-07-26 11:27:37,035 - mmaction - INFO - Epoch [95][3280/3757] lr: 4.651e-02, eta: 2 days, 7:22:20, time: 0.673, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5414, loss_cls: 3.3197, loss: 3.3197, grad_norm: 2.8596 2020-07-26 11:27:49,808 - mmaction - INFO - Epoch [95][3300/3757] lr: 4.651e-02, eta: 2 days, 7:22:08, time: 0.639, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5180, loss_cls: 3.3670, loss: 3.3670, grad_norm: 2.9408 2020-07-26 11:28:02,269 - mmaction - INFO - Epoch [95][3320/3757] lr: 4.651e-02, eta: 2 days, 7:21:56, time: 0.623, data_time: 0.008, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5375, loss_cls: 3.2609, loss: 3.2609, grad_norm: 2.7741 2020-07-26 11:28:13,647 - mmaction - INFO - Epoch [95][3340/3757] lr: 4.651e-02, eta: 2 days, 7:21:42, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5352, loss_cls: 3.3536, loss: 3.3536, grad_norm: 2.8648 2020-07-26 11:28:26,027 - mmaction - INFO - Epoch [95][3360/3757] lr: 4.651e-02, eta: 2 days, 7:21:29, time: 0.619, data_time: 0.055, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5484, loss_cls: 3.2345, loss: 3.2345, grad_norm: 2.8559 2020-07-26 11:28:38,483 - mmaction - INFO - Epoch [95][3380/3757] lr: 4.651e-02, eta: 2 days, 7:21:17, time: 0.623, data_time: 0.008, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5461, loss_cls: 3.3493, loss: 3.3493, grad_norm: 2.9845 2020-07-26 11:28:49,907 - mmaction - INFO - Epoch [95][3400/3757] lr: 4.651e-02, eta: 2 days, 7:21:03, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5648, loss_cls: 3.2473, loss: 3.2473, grad_norm: 2.8721 2020-07-26 11:29:01,439 - mmaction - INFO - Epoch [95][3420/3757] lr: 4.651e-02, eta: 2 days, 7:20:49, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5227, loss_cls: 3.3388, loss: 3.3388, grad_norm: 2.9160 2020-07-26 11:29:12,911 - mmaction - INFO - Epoch [95][3440/3757] lr: 4.651e-02, eta: 2 days, 7:20:35, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5547, loss_cls: 3.2133, loss: 3.2133, grad_norm: 2.8324 2020-07-26 11:29:24,314 - mmaction - INFO - Epoch [95][3460/3757] lr: 4.651e-02, eta: 2 days, 7:20:21, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5203, loss_cls: 3.3468, loss: 3.3468, grad_norm: 2.8942 2020-07-26 11:29:35,635 - mmaction - INFO - Epoch [95][3480/3757] lr: 4.651e-02, eta: 2 days, 7:20:07, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5469, loss_cls: 3.2987, loss: 3.2987, grad_norm: 2.9251 2020-07-26 11:29:48,156 - mmaction - INFO - Epoch [95][3500/3757] lr: 4.651e-02, eta: 2 days, 7:19:55, time: 0.625, data_time: 0.061, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5227, loss_cls: 3.3913, loss: 3.3913, grad_norm: 2.9190 2020-07-26 11:29:59,702 - mmaction - INFO - Epoch [95][3520/3757] lr: 4.651e-02, eta: 2 days, 7:19:41, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5219, loss_cls: 3.3389, loss: 3.3389, grad_norm: 2.8975 2020-07-26 11:30:11,195 - mmaction - INFO - Epoch [95][3540/3757] lr: 4.651e-02, eta: 2 days, 7:19:27, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5344, loss_cls: 3.3572, loss: 3.3572, grad_norm: 2.9453 2020-07-26 11:30:22,734 - mmaction - INFO - Epoch [95][3560/3757] lr: 4.651e-02, eta: 2 days, 7:19:13, time: 0.577, data_time: 0.011, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5531, loss_cls: 3.2890, loss: 3.2890, grad_norm: 2.9069 2020-07-26 11:30:34,236 - mmaction - INFO - Epoch [95][3580/3757] lr: 4.651e-02, eta: 2 days, 7:19:00, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5148, loss_cls: 3.4242, loss: 3.4242, grad_norm: 2.9066 2020-07-26 11:30:45,714 - mmaction - INFO - Epoch [95][3600/3757] lr: 4.651e-02, eta: 2 days, 7:18:46, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5500, loss_cls: 3.2614, loss: 3.2614, grad_norm: 2.8811 2020-07-26 11:30:57,110 - mmaction - INFO - Epoch [95][3620/3757] lr: 4.651e-02, eta: 2 days, 7:18:32, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5414, loss_cls: 3.2572, loss: 3.2572, grad_norm: 2.8633 2020-07-26 11:31:08,544 - mmaction - INFO - Epoch [95][3640/3757] lr: 4.651e-02, eta: 2 days, 7:18:18, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5266, loss_cls: 3.2763, loss: 3.2763, grad_norm: 2.8486 2020-07-26 11:31:20,013 - mmaction - INFO - Epoch [95][3660/3757] lr: 4.651e-02, eta: 2 days, 7:18:04, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5266, loss_cls: 3.3139, loss: 3.3139, grad_norm: 2.9198 2020-07-26 11:31:31,387 - mmaction - INFO - Epoch [95][3680/3757] lr: 4.651e-02, eta: 2 days, 7:17:50, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5359, loss_cls: 3.3463, loss: 3.3463, grad_norm: 2.7824 2020-07-26 11:31:43,348 - mmaction - INFO - Epoch [95][3700/3757] lr: 4.651e-02, eta: 2 days, 7:17:37, time: 0.598, data_time: 0.029, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5383, loss_cls: 3.3756, loss: 3.3756, grad_norm: 2.8855 2020-07-26 11:31:54,732 - mmaction - INFO - Epoch [95][3720/3757] lr: 4.651e-02, eta: 2 days, 7:17:23, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5437, loss_cls: 3.2759, loss: 3.2759, grad_norm: 2.8114 2020-07-26 11:32:06,125 - mmaction - INFO - Epoch [95][3740/3757] lr: 4.651e-02, eta: 2 days, 7:17:09, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5437, loss_cls: 3.2958, loss: 3.2958, grad_norm: 2.8675 2020-07-26 11:32:23,275 - mmaction - INFO - Saving checkpoint at 95 epochs 2020-07-26 11:37:22,906 - mmaction - INFO - Epoch [96][20/3757] lr: 4.564e-02, eta: 2 days, 7:23:14, time: 14.865, data_time: 14.143, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5758, loss_cls: 3.1416, loss: 3.1416, grad_norm: 2.8092 2020-07-26 11:37:34,303 - mmaction - INFO - Epoch [96][40/3757] lr: 4.564e-02, eta: 2 days, 7:23:00, time: 0.572, data_time: 0.009, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5602, loss_cls: 3.2309, loss: 3.2309, grad_norm: 2.8661 2020-07-26 11:37:46,136 - mmaction - INFO - Epoch [96][60/3757] lr: 4.564e-02, eta: 2 days, 7:22:47, time: 0.592, data_time: 0.013, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5250, loss_cls: 3.3803, loss: 3.3803, grad_norm: 2.9509 2020-07-26 11:37:57,823 - mmaction - INFO - Epoch [96][80/3757] lr: 4.564e-02, eta: 2 days, 7:22:33, time: 0.584, data_time: 0.023, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5547, loss_cls: 3.1999, loss: 3.1999, grad_norm: 2.8041 2020-07-26 11:38:09,462 - mmaction - INFO - Epoch [96][100/3757] lr: 4.564e-02, eta: 2 days, 7:22:19, time: 0.582, data_time: 0.017, memory: 5232, top1_acc: 0.3250, top5_acc: 0.5648, loss_cls: 3.1521, loss: 3.1521, grad_norm: 2.8490 2020-07-26 11:38:20,815 - mmaction - INFO - Epoch [96][120/3757] lr: 4.564e-02, eta: 2 days, 7:22:05, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5422, loss_cls: 3.2395, loss: 3.2395, grad_norm: 3.0115 2020-07-26 11:38:32,514 - mmaction - INFO - Epoch [96][140/3757] lr: 4.564e-02, eta: 2 days, 7:21:52, time: 0.585, data_time: 0.013, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5227, loss_cls: 3.3287, loss: 3.3287, grad_norm: 2.8190 2020-07-26 11:38:44,218 - mmaction - INFO - Epoch [96][160/3757] lr: 4.564e-02, eta: 2 days, 7:21:38, time: 0.585, data_time: 0.022, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5266, loss_cls: 3.3001, loss: 3.3001, grad_norm: 2.8474 2020-07-26 11:38:55,902 - mmaction - INFO - Epoch [96][180/3757] lr: 4.564e-02, eta: 2 days, 7:21:24, time: 0.584, data_time: 0.016, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5484, loss_cls: 3.2455, loss: 3.2455, grad_norm: 2.8527 2020-07-26 11:39:07,749 - mmaction - INFO - Epoch [96][200/3757] lr: 4.564e-02, eta: 2 days, 7:21:11, time: 0.593, data_time: 0.025, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5430, loss_cls: 3.2753, loss: 3.2753, grad_norm: 2.8744 2020-07-26 11:39:19,205 - mmaction - INFO - Epoch [96][220/3757] lr: 4.564e-02, eta: 2 days, 7:20:57, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3141, top5_acc: 0.5406, loss_cls: 3.2269, loss: 3.2269, grad_norm: 2.8982 2020-07-26 11:39:30,978 - mmaction - INFO - Epoch [96][240/3757] lr: 4.564e-02, eta: 2 days, 7:20:44, time: 0.589, data_time: 0.025, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5289, loss_cls: 3.3020, loss: 3.3020, grad_norm: 2.8040 2020-07-26 11:39:42,628 - mmaction - INFO - Epoch [96][260/3757] lr: 4.564e-02, eta: 2 days, 7:20:30, time: 0.583, data_time: 0.015, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5328, loss_cls: 3.3422, loss: 3.3422, grad_norm: 2.9298 2020-07-26 11:39:54,391 - mmaction - INFO - Epoch [96][280/3757] lr: 4.564e-02, eta: 2 days, 7:20:16, time: 0.588, data_time: 0.025, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5375, loss_cls: 3.2629, loss: 3.2629, grad_norm: 2.8799 2020-07-26 11:40:06,111 - mmaction - INFO - Epoch [96][300/3757] lr: 4.564e-02, eta: 2 days, 7:20:03, time: 0.586, data_time: 0.019, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5523, loss_cls: 3.2483, loss: 3.2483, grad_norm: 2.8367 2020-07-26 11:40:17,478 - mmaction - INFO - Epoch [96][320/3757] lr: 4.564e-02, eta: 2 days, 7:19:49, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5547, loss_cls: 3.2272, loss: 3.2272, grad_norm: 2.8919 2020-07-26 11:40:29,234 - mmaction - INFO - Epoch [96][340/3757] lr: 4.564e-02, eta: 2 days, 7:19:35, time: 0.588, data_time: 0.019, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5406, loss_cls: 3.2761, loss: 3.2761, grad_norm: 2.9669 2020-07-26 11:40:41,049 - mmaction - INFO - Epoch [96][360/3757] lr: 4.564e-02, eta: 2 days, 7:19:22, time: 0.591, data_time: 0.024, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5437, loss_cls: 3.2749, loss: 3.2749, grad_norm: 2.9586 2020-07-26 11:40:52,814 - mmaction - INFO - Epoch [96][380/3757] lr: 4.564e-02, eta: 2 days, 7:19:08, time: 0.589, data_time: 0.017, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5523, loss_cls: 3.2363, loss: 3.2363, grad_norm: 2.8872 2020-07-26 11:41:04,562 - mmaction - INFO - Epoch [96][400/3757] lr: 4.564e-02, eta: 2 days, 7:18:55, time: 0.587, data_time: 0.024, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5461, loss_cls: 3.2472, loss: 3.2472, grad_norm: 2.8332 2020-07-26 11:41:15,945 - mmaction - INFO - Epoch [96][420/3757] lr: 4.564e-02, eta: 2 days, 7:18:41, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5508, loss_cls: 3.2580, loss: 3.2580, grad_norm: 2.9695 2020-07-26 11:41:27,362 - mmaction - INFO - Epoch [96][440/3757] lr: 4.564e-02, eta: 2 days, 7:18:27, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5336, loss_cls: 3.2461, loss: 3.2461, grad_norm: 2.9336 2020-07-26 11:41:39,086 - mmaction - INFO - Epoch [96][460/3757] lr: 4.564e-02, eta: 2 days, 7:18:13, time: 0.586, data_time: 0.019, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5414, loss_cls: 3.2299, loss: 3.2299, grad_norm: 2.8847 2020-07-26 11:41:50,978 - mmaction - INFO - Epoch [96][480/3757] lr: 4.564e-02, eta: 2 days, 7:18:00, time: 0.595, data_time: 0.023, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5352, loss_cls: 3.3661, loss: 3.3661, grad_norm: 2.9709 2020-07-26 11:42:02,902 - mmaction - INFO - Epoch [96][500/3757] lr: 4.564e-02, eta: 2 days, 7:17:47, time: 0.597, data_time: 0.026, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5375, loss_cls: 3.2843, loss: 3.2843, grad_norm: 2.8844 2020-07-26 11:42:14,302 - mmaction - INFO - Epoch [96][520/3757] lr: 4.564e-02, eta: 2 days, 7:17:33, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5320, loss_cls: 3.3198, loss: 3.3198, grad_norm: 2.7923 2020-07-26 11:42:25,740 - mmaction - INFO - Epoch [96][540/3757] lr: 4.564e-02, eta: 2 days, 7:17:19, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5383, loss_cls: 3.2562, loss: 3.2562, grad_norm: 2.8107 2020-07-26 11:42:37,182 - mmaction - INFO - Epoch [96][560/3757] lr: 4.564e-02, eta: 2 days, 7:17:05, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5648, loss_cls: 3.2195, loss: 3.2195, grad_norm: 2.8920 2020-07-26 11:42:48,681 - mmaction - INFO - Epoch [96][580/3757] lr: 4.564e-02, eta: 2 days, 7:16:51, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5203, loss_cls: 3.3643, loss: 3.3643, grad_norm: 2.8858 2020-07-26 11:43:00,050 - mmaction - INFO - Epoch [96][600/3757] lr: 4.564e-02, eta: 2 days, 7:16:37, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5094, loss_cls: 3.3957, loss: 3.3957, grad_norm: 2.8663 2020-07-26 11:43:11,446 - mmaction - INFO - Epoch [96][620/3757] lr: 4.564e-02, eta: 2 days, 7:16:23, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5500, loss_cls: 3.2417, loss: 3.2417, grad_norm: 2.9113 2020-07-26 11:43:22,841 - mmaction - INFO - Epoch [96][640/3757] lr: 4.564e-02, eta: 2 days, 7:16:09, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3250, top5_acc: 0.5641, loss_cls: 3.1353, loss: 3.1353, grad_norm: 2.8492 2020-07-26 11:43:34,272 - mmaction - INFO - Epoch [96][660/3757] lr: 4.564e-02, eta: 2 days, 7:15:55, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5141, loss_cls: 3.4473, loss: 3.4473, grad_norm: 2.8567 2020-07-26 11:43:46,359 - mmaction - INFO - Epoch [96][680/3757] lr: 4.564e-02, eta: 2 days, 7:15:42, time: 0.605, data_time: 0.036, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5320, loss_cls: 3.2823, loss: 3.2823, grad_norm: 2.8373 2020-07-26 11:43:57,783 - mmaction - INFO - Epoch [96][700/3757] lr: 4.564e-02, eta: 2 days, 7:15:28, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3242, top5_acc: 0.5703, loss_cls: 3.1142, loss: 3.1142, grad_norm: 2.8613 2020-07-26 11:44:09,151 - mmaction - INFO - Epoch [96][720/3757] lr: 4.564e-02, eta: 2 days, 7:15:14, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5344, loss_cls: 3.2838, loss: 3.2838, grad_norm: 2.9183 2020-07-26 11:44:20,595 - mmaction - INFO - Epoch [96][740/3757] lr: 4.564e-02, eta: 2 days, 7:15:00, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5641, loss_cls: 3.1461, loss: 3.1461, grad_norm: 2.8948 2020-07-26 11:44:31,989 - mmaction - INFO - Epoch [96][760/3757] lr: 4.564e-02, eta: 2 days, 7:14:46, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5477, loss_cls: 3.2048, loss: 3.2048, grad_norm: 2.9340 2020-07-26 11:44:43,394 - mmaction - INFO - Epoch [96][780/3757] lr: 4.564e-02, eta: 2 days, 7:14:32, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5437, loss_cls: 3.3407, loss: 3.3407, grad_norm: 2.9773 2020-07-26 11:44:54,772 - mmaction - INFO - Epoch [96][800/3757] lr: 4.564e-02, eta: 2 days, 7:14:18, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5516, loss_cls: 3.2768, loss: 3.2768, grad_norm: 2.8166 2020-07-26 11:45:06,215 - mmaction - INFO - Epoch [96][820/3757] lr: 4.564e-02, eta: 2 days, 7:14:04, time: 0.572, data_time: 0.009, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5578, loss_cls: 3.2104, loss: 3.2104, grad_norm: 2.8761 2020-07-26 11:45:17,596 - mmaction - INFO - Epoch [96][840/3757] lr: 4.564e-02, eta: 2 days, 7:13:50, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5234, loss_cls: 3.3517, loss: 3.3517, grad_norm: 2.9547 2020-07-26 11:45:29,066 - mmaction - INFO - Epoch [96][860/3757] lr: 4.564e-02, eta: 2 days, 7:13:36, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5539, loss_cls: 3.2386, loss: 3.2386, grad_norm: 2.8489 2020-07-26 11:45:40,468 - mmaction - INFO - Epoch [96][880/3757] lr: 4.564e-02, eta: 2 days, 7:13:22, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5281, loss_cls: 3.2458, loss: 3.2458, grad_norm: 2.9109 2020-07-26 11:45:52,262 - mmaction - INFO - Epoch [96][900/3757] lr: 4.564e-02, eta: 2 days, 7:13:08, time: 0.590, data_time: 0.017, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5227, loss_cls: 3.3848, loss: 3.3848, grad_norm: 2.8977 2020-07-26 11:46:04,040 - mmaction - INFO - Epoch [96][920/3757] lr: 4.564e-02, eta: 2 days, 7:12:55, time: 0.589, data_time: 0.025, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5219, loss_cls: 3.3286, loss: 3.3286, grad_norm: 2.8549 2020-07-26 11:46:15,785 - mmaction - INFO - Epoch [96][940/3757] lr: 4.564e-02, eta: 2 days, 7:12:41, time: 0.588, data_time: 0.021, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5398, loss_cls: 3.2417, loss: 3.2417, grad_norm: 2.8259 2020-07-26 11:46:27,520 - mmaction - INFO - Epoch [96][960/3757] lr: 4.564e-02, eta: 2 days, 7:12:28, time: 0.587, data_time: 0.022, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5391, loss_cls: 3.2098, loss: 3.2098, grad_norm: 2.8822 2020-07-26 11:46:38,853 - mmaction - INFO - Epoch [96][980/3757] lr: 4.564e-02, eta: 2 days, 7:12:14, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5188, loss_cls: 3.3234, loss: 3.3234, grad_norm: 2.8845 2020-07-26 11:46:50,689 - mmaction - INFO - Epoch [96][1000/3757] lr: 4.564e-02, eta: 2 days, 7:12:00, time: 0.592, data_time: 0.023, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5406, loss_cls: 3.3110, loss: 3.3110, grad_norm: 2.9496 2020-07-26 11:47:02,394 - mmaction - INFO - Epoch [96][1020/3757] lr: 4.564e-02, eta: 2 days, 7:11:47, time: 0.585, data_time: 0.015, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5633, loss_cls: 3.1933, loss: 3.1933, grad_norm: 2.9237 2020-07-26 11:47:14,217 - mmaction - INFO - Epoch [96][1040/3757] lr: 4.564e-02, eta: 2 days, 7:11:33, time: 0.592, data_time: 0.024, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5266, loss_cls: 3.3513, loss: 3.3513, grad_norm: 2.9395 2020-07-26 11:47:25,929 - mmaction - INFO - Epoch [96][1060/3757] lr: 4.564e-02, eta: 2 days, 7:11:20, time: 0.585, data_time: 0.015, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5211, loss_cls: 3.3605, loss: 3.3605, grad_norm: 2.8841 2020-07-26 11:47:37,689 - mmaction - INFO - Epoch [96][1080/3757] lr: 4.564e-02, eta: 2 days, 7:11:06, time: 0.588, data_time: 0.022, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5430, loss_cls: 3.2634, loss: 3.2634, grad_norm: 2.8971 2020-07-26 11:47:49,039 - mmaction - INFO - Epoch [96][1100/3757] lr: 4.564e-02, eta: 2 days, 7:10:52, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5602, loss_cls: 3.1757, loss: 3.1757, grad_norm: 2.8442 2020-07-26 11:48:00,414 - mmaction - INFO - Epoch [96][1120/3757] lr: 4.564e-02, eta: 2 days, 7:10:38, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5570, loss_cls: 3.2567, loss: 3.2567, grad_norm: 2.9367 2020-07-26 11:48:11,992 - mmaction - INFO - Epoch [96][1140/3757] lr: 4.564e-02, eta: 2 days, 7:10:24, time: 0.579, data_time: 0.013, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5336, loss_cls: 3.3369, loss: 3.3369, grad_norm: 2.9265 2020-07-26 11:48:27,943 - mmaction - INFO - Epoch [96][1160/3757] lr: 4.564e-02, eta: 2 days, 7:10:17, time: 0.798, data_time: 0.230, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5352, loss_cls: 3.2684, loss: 3.2684, grad_norm: 2.8486 2020-07-26 11:48:43,150 - mmaction - INFO - Epoch [96][1180/3757] lr: 4.564e-02, eta: 2 days, 7:10:08, time: 0.760, data_time: 0.191, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5273, loss_cls: 3.2861, loss: 3.2861, grad_norm: 2.8475 2020-07-26 11:48:55,006 - mmaction - INFO - Epoch [96][1200/3757] lr: 4.564e-02, eta: 2 days, 7:09:55, time: 0.592, data_time: 0.024, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5492, loss_cls: 3.2571, loss: 3.2571, grad_norm: 2.8797 2020-07-26 11:49:06,748 - mmaction - INFO - Epoch [96][1220/3757] lr: 4.564e-02, eta: 2 days, 7:09:41, time: 0.587, data_time: 0.015, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5563, loss_cls: 3.3140, loss: 3.3140, grad_norm: 2.9248 2020-07-26 11:49:18,592 - mmaction - INFO - Epoch [96][1240/3757] lr: 4.564e-02, eta: 2 days, 7:09:28, time: 0.593, data_time: 0.024, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5648, loss_cls: 3.1983, loss: 3.1983, grad_norm: 2.8421 2020-07-26 11:49:30,125 - mmaction - INFO - Epoch [96][1260/3757] lr: 4.564e-02, eta: 2 days, 7:09:14, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5516, loss_cls: 3.2108, loss: 3.2108, grad_norm: 2.8058 2020-07-26 11:49:42,136 - mmaction - INFO - Epoch [96][1280/3757] lr: 4.564e-02, eta: 2 days, 7:09:01, time: 0.600, data_time: 0.035, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5461, loss_cls: 3.2779, loss: 3.2779, grad_norm: 2.9431 2020-07-26 11:49:53,890 - mmaction - INFO - Epoch [96][1300/3757] lr: 4.564e-02, eta: 2 days, 7:08:47, time: 0.588, data_time: 0.015, memory: 5232, top1_acc: 0.3141, top5_acc: 0.5422, loss_cls: 3.3065, loss: 3.3065, grad_norm: 2.9325 2020-07-26 11:50:05,743 - mmaction - INFO - Epoch [96][1320/3757] lr: 4.564e-02, eta: 2 days, 7:08:34, time: 0.593, data_time: 0.026, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5437, loss_cls: 3.1895, loss: 3.1895, grad_norm: 2.7888 2020-07-26 11:50:17,432 - mmaction - INFO - Epoch [96][1340/3757] lr: 4.564e-02, eta: 2 days, 7:08:20, time: 0.585, data_time: 0.015, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5539, loss_cls: 3.1871, loss: 3.1871, grad_norm: 2.9131 2020-07-26 11:50:29,286 - mmaction - INFO - Epoch [96][1360/3757] lr: 4.564e-02, eta: 2 days, 7:08:07, time: 0.592, data_time: 0.025, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5437, loss_cls: 3.2690, loss: 3.2690, grad_norm: 2.8732 2020-07-26 11:50:41,140 - mmaction - INFO - Epoch [96][1380/3757] lr: 4.564e-02, eta: 2 days, 7:07:53, time: 0.593, data_time: 0.016, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5414, loss_cls: 3.2304, loss: 3.2304, grad_norm: 2.9144 2020-07-26 11:50:52,629 - mmaction - INFO - Epoch [96][1400/3757] lr: 4.564e-02, eta: 2 days, 7:07:40, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5484, loss_cls: 3.2744, loss: 3.2744, grad_norm: 2.9115 2020-07-26 11:51:04,023 - mmaction - INFO - Epoch [96][1420/3757] lr: 4.564e-02, eta: 2 days, 7:07:26, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5125, loss_cls: 3.3744, loss: 3.3744, grad_norm: 2.9338 2020-07-26 11:51:15,805 - mmaction - INFO - Epoch [96][1440/3757] lr: 4.564e-02, eta: 2 days, 7:07:12, time: 0.588, data_time: 0.020, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5453, loss_cls: 3.2534, loss: 3.2534, grad_norm: 2.9248 2020-07-26 11:51:27,632 - mmaction - INFO - Epoch [96][1460/3757] lr: 4.564e-02, eta: 2 days, 7:06:59, time: 0.592, data_time: 0.015, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5383, loss_cls: 3.3083, loss: 3.3083, grad_norm: 2.8850 2020-07-26 11:51:39,488 - mmaction - INFO - Epoch [96][1480/3757] lr: 4.564e-02, eta: 2 days, 7:06:45, time: 0.593, data_time: 0.024, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5477, loss_cls: 3.2894, loss: 3.2894, grad_norm: 2.8958 2020-07-26 11:51:51,233 - mmaction - INFO - Epoch [96][1500/3757] lr: 4.564e-02, eta: 2 days, 7:06:32, time: 0.587, data_time: 0.015, memory: 5232, top1_acc: 0.3438, top5_acc: 0.5734, loss_cls: 3.1140, loss: 3.1140, grad_norm: 2.9100 2020-07-26 11:52:03,037 - mmaction - INFO - Epoch [96][1520/3757] lr: 4.564e-02, eta: 2 days, 7:06:18, time: 0.590, data_time: 0.025, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5406, loss_cls: 3.2699, loss: 3.2699, grad_norm: 2.9399 2020-07-26 11:52:14,477 - mmaction - INFO - Epoch [96][1540/3757] lr: 4.564e-02, eta: 2 days, 7:06:04, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5453, loss_cls: 3.2553, loss: 3.2553, grad_norm: 2.8024 2020-07-26 11:52:25,844 - mmaction - INFO - Epoch [96][1560/3757] lr: 4.564e-02, eta: 2 days, 7:05:50, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5414, loss_cls: 3.2140, loss: 3.2140, grad_norm: 2.8459 2020-07-26 11:52:37,242 - mmaction - INFO - Epoch [96][1580/3757] lr: 4.564e-02, eta: 2 days, 7:05:36, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5563, loss_cls: 3.2175, loss: 3.2175, grad_norm: 2.8556 2020-07-26 11:52:48,691 - mmaction - INFO - Epoch [96][1600/3757] lr: 4.564e-02, eta: 2 days, 7:05:22, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5344, loss_cls: 3.2999, loss: 3.2999, grad_norm: 2.8053 2020-07-26 11:53:00,173 - mmaction - INFO - Epoch [96][1620/3757] lr: 4.564e-02, eta: 2 days, 7:05:09, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5430, loss_cls: 3.3126, loss: 3.3126, grad_norm: 2.8520 2020-07-26 11:53:11,605 - mmaction - INFO - Epoch [96][1640/3757] lr: 4.564e-02, eta: 2 days, 7:04:55, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5414, loss_cls: 3.2788, loss: 3.2788, grad_norm: 2.9212 2020-07-26 11:53:23,044 - mmaction - INFO - Epoch [96][1660/3757] lr: 4.564e-02, eta: 2 days, 7:04:41, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5586, loss_cls: 3.1397, loss: 3.1397, grad_norm: 2.8310 2020-07-26 11:53:34,492 - mmaction - INFO - Epoch [96][1680/3757] lr: 4.564e-02, eta: 2 days, 7:04:27, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2953, top5_acc: 0.5594, loss_cls: 3.2518, loss: 3.2518, grad_norm: 2.9151 2020-07-26 11:53:45,967 - mmaction - INFO - Epoch [96][1700/3757] lr: 4.564e-02, eta: 2 days, 7:04:13, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5633, loss_cls: 3.2156, loss: 3.2156, grad_norm: 2.8217 2020-07-26 11:53:57,332 - mmaction - INFO - Epoch [96][1720/3757] lr: 4.564e-02, eta: 2 days, 7:03:59, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5430, loss_cls: 3.2619, loss: 3.2619, grad_norm: 2.8614 2020-07-26 11:54:08,765 - mmaction - INFO - Epoch [96][1740/3757] lr: 4.564e-02, eta: 2 days, 7:03:45, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5484, loss_cls: 3.2801, loss: 3.2801, grad_norm: 2.9574 2020-07-26 11:54:20,288 - mmaction - INFO - Epoch [96][1760/3757] lr: 4.564e-02, eta: 2 days, 7:03:31, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5500, loss_cls: 3.3079, loss: 3.3079, grad_norm: 2.9395 2020-07-26 11:54:31,813 - mmaction - INFO - Epoch [96][1780/3757] lr: 4.564e-02, eta: 2 days, 7:03:17, time: 0.576, data_time: 0.010, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5453, loss_cls: 3.2961, loss: 3.2961, grad_norm: 2.9623 2020-07-26 11:54:43,263 - mmaction - INFO - Epoch [96][1800/3757] lr: 4.564e-02, eta: 2 days, 7:03:03, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5414, loss_cls: 3.2930, loss: 3.2930, grad_norm: 2.8675 2020-07-26 11:54:54,750 - mmaction - INFO - Epoch [96][1820/3757] lr: 4.564e-02, eta: 2 days, 7:02:49, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5461, loss_cls: 3.2165, loss: 3.2165, grad_norm: 2.8887 2020-07-26 11:55:06,196 - mmaction - INFO - Epoch [96][1840/3757] lr: 4.564e-02, eta: 2 days, 7:02:36, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5430, loss_cls: 3.2582, loss: 3.2582, grad_norm: 2.9310 2020-07-26 11:55:17,655 - mmaction - INFO - Epoch [96][1860/3757] lr: 4.564e-02, eta: 2 days, 7:02:22, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5383, loss_cls: 3.2595, loss: 3.2595, grad_norm: 2.9502 2020-07-26 11:55:29,101 - mmaction - INFO - Epoch [96][1880/3757] lr: 4.564e-02, eta: 2 days, 7:02:08, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5312, loss_cls: 3.3703, loss: 3.3703, grad_norm: 2.9775 2020-07-26 11:55:40,582 - mmaction - INFO - Epoch [96][1900/3757] lr: 4.564e-02, eta: 2 days, 7:01:54, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5398, loss_cls: 3.2826, loss: 3.2826, grad_norm: 2.8737 2020-07-26 11:55:52,029 - mmaction - INFO - Epoch [96][1920/3757] lr: 4.564e-02, eta: 2 days, 7:01:40, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5422, loss_cls: 3.2657, loss: 3.2657, grad_norm: 3.0354 2020-07-26 11:56:03,477 - mmaction - INFO - Epoch [96][1940/3757] lr: 4.564e-02, eta: 2 days, 7:01:26, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5203, loss_cls: 3.3858, loss: 3.3858, grad_norm: 2.9373 2020-07-26 11:56:14,899 - mmaction - INFO - Epoch [96][1960/3757] lr: 4.564e-02, eta: 2 days, 7:01:12, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5492, loss_cls: 3.2667, loss: 3.2667, grad_norm: 2.9000 2020-07-26 11:56:26,326 - mmaction - INFO - Epoch [96][1980/3757] lr: 4.564e-02, eta: 2 days, 7:00:58, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5203, loss_cls: 3.3800, loss: 3.3800, grad_norm: 2.9873 2020-07-26 11:56:37,809 - mmaction - INFO - Epoch [96][2000/3757] lr: 4.564e-02, eta: 2 days, 7:00:44, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5297, loss_cls: 3.3162, loss: 3.3162, grad_norm: 2.8451 2020-07-26 11:56:49,242 - mmaction - INFO - Epoch [96][2020/3757] lr: 4.564e-02, eta: 2 days, 7:00:30, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5383, loss_cls: 3.2285, loss: 3.2285, grad_norm: 2.7525 2020-07-26 11:57:00,786 - mmaction - INFO - Epoch [96][2040/3757] lr: 4.564e-02, eta: 2 days, 7:00:16, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5469, loss_cls: 3.2719, loss: 3.2719, grad_norm: 2.8398 2020-07-26 11:57:12,311 - mmaction - INFO - Epoch [96][2060/3757] lr: 4.564e-02, eta: 2 days, 7:00:03, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5563, loss_cls: 3.1858, loss: 3.1858, grad_norm: 2.9311 2020-07-26 11:57:23,812 - mmaction - INFO - Epoch [96][2080/3757] lr: 4.564e-02, eta: 2 days, 6:59:49, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5133, loss_cls: 3.4201, loss: 3.4201, grad_norm: 2.9679 2020-07-26 11:57:35,240 - mmaction - INFO - Epoch [96][2100/3757] lr: 4.564e-02, eta: 2 days, 6:59:35, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5461, loss_cls: 3.3018, loss: 3.3018, grad_norm: 2.8150 2020-07-26 11:57:46,786 - mmaction - INFO - Epoch [96][2120/3757] lr: 4.564e-02, eta: 2 days, 6:59:21, time: 0.577, data_time: 0.009, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5422, loss_cls: 3.2802, loss: 3.2802, grad_norm: 2.8354 2020-07-26 11:57:58,135 - mmaction - INFO - Epoch [96][2140/3757] lr: 4.564e-02, eta: 2 days, 6:59:07, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5203, loss_cls: 3.2977, loss: 3.2977, grad_norm: 2.8255 2020-07-26 11:58:09,633 - mmaction - INFO - Epoch [96][2160/3757] lr: 4.564e-02, eta: 2 days, 6:58:53, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3148, top5_acc: 0.5547, loss_cls: 3.1949, loss: 3.1949, grad_norm: 2.8691 2020-07-26 11:58:21,030 - mmaction - INFO - Epoch [96][2180/3757] lr: 4.564e-02, eta: 2 days, 6:58:39, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5836, loss_cls: 3.0455, loss: 3.0455, grad_norm: 2.8999 2020-07-26 11:58:32,346 - mmaction - INFO - Epoch [96][2200/3757] lr: 4.564e-02, eta: 2 days, 6:58:25, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5508, loss_cls: 3.2705, loss: 3.2705, grad_norm: 3.0485 2020-07-26 11:58:43,721 - mmaction - INFO - Epoch [96][2220/3757] lr: 4.564e-02, eta: 2 days, 6:58:11, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5250, loss_cls: 3.3273, loss: 3.3273, grad_norm: 2.9000 2020-07-26 11:58:55,127 - mmaction - INFO - Epoch [96][2240/3757] lr: 4.564e-02, eta: 2 days, 6:57:57, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5273, loss_cls: 3.2930, loss: 3.2930, grad_norm: 2.8922 2020-07-26 11:59:06,962 - mmaction - INFO - Epoch [96][2260/3757] lr: 4.564e-02, eta: 2 days, 6:57:44, time: 0.592, data_time: 0.024, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5594, loss_cls: 3.1957, loss: 3.1957, grad_norm: 2.9377 2020-07-26 11:59:18,408 - mmaction - INFO - Epoch [96][2280/3757] lr: 4.564e-02, eta: 2 days, 6:57:30, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5469, loss_cls: 3.2395, loss: 3.2395, grad_norm: 2.8866 2020-07-26 11:59:29,874 - mmaction - INFO - Epoch [96][2300/3757] lr: 4.564e-02, eta: 2 days, 6:57:16, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3133, top5_acc: 0.5531, loss_cls: 3.2168, loss: 3.2168, grad_norm: 2.9475 2020-07-26 11:59:41,265 - mmaction - INFO - Epoch [96][2320/3757] lr: 4.564e-02, eta: 2 days, 6:57:02, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5422, loss_cls: 3.2578, loss: 3.2578, grad_norm: 2.8775 2020-07-26 11:59:52,634 - mmaction - INFO - Epoch [96][2340/3757] lr: 4.564e-02, eta: 2 days, 6:56:48, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5305, loss_cls: 3.3367, loss: 3.3367, grad_norm: 2.9305 2020-07-26 12:00:09,584 - mmaction - INFO - Epoch [96][2360/3757] lr: 4.564e-02, eta: 2 days, 6:56:41, time: 0.845, data_time: 0.004, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5469, loss_cls: 3.2570, loss: 3.2570, grad_norm: 2.9486 2020-07-26 12:00:21,113 - mmaction - INFO - Epoch [96][2380/3757] lr: 4.564e-02, eta: 2 days, 6:56:28, time: 0.579, data_time: 0.006, memory: 5232, top1_acc: 0.2617, top5_acc: 0.5461, loss_cls: 3.3323, loss: 3.3323, grad_norm: 2.8992 2020-07-26 12:00:32,629 - mmaction - INFO - Epoch [96][2400/3757] lr: 4.564e-02, eta: 2 days, 6:56:14, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5359, loss_cls: 3.2807, loss: 3.2807, grad_norm: 2.8682 2020-07-26 12:00:44,075 - mmaction - INFO - Epoch [96][2420/3757] lr: 4.564e-02, eta: 2 days, 6:56:00, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5406, loss_cls: 3.3150, loss: 3.3150, grad_norm: 2.9130 2020-07-26 12:00:55,572 - mmaction - INFO - Epoch [96][2440/3757] lr: 4.564e-02, eta: 2 days, 6:55:46, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5508, loss_cls: 3.2408, loss: 3.2408, grad_norm: 2.8650 2020-07-26 12:01:07,061 - mmaction - INFO - Epoch [96][2460/3757] lr: 4.564e-02, eta: 2 days, 6:55:32, time: 0.575, data_time: 0.008, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5281, loss_cls: 3.3313, loss: 3.3313, grad_norm: 2.9145 2020-07-26 12:01:18,455 - mmaction - INFO - Epoch [96][2480/3757] lr: 4.564e-02, eta: 2 days, 6:55:18, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5305, loss_cls: 3.2725, loss: 3.2725, grad_norm: 2.8920 2020-07-26 12:01:29,831 - mmaction - INFO - Epoch [96][2500/3757] lr: 4.564e-02, eta: 2 days, 6:55:04, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3141, top5_acc: 0.5508, loss_cls: 3.1924, loss: 3.1924, grad_norm: 2.8871 2020-07-26 12:01:41,196 - mmaction - INFO - Epoch [96][2520/3757] lr: 4.564e-02, eta: 2 days, 6:54:50, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5227, loss_cls: 3.3537, loss: 3.3537, grad_norm: 3.0016 2020-07-26 12:01:52,497 - mmaction - INFO - Epoch [96][2540/3757] lr: 4.564e-02, eta: 2 days, 6:54:36, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5563, loss_cls: 3.2280, loss: 3.2280, grad_norm: 2.8856 2020-07-26 12:02:03,892 - mmaction - INFO - Epoch [96][2560/3757] lr: 4.564e-02, eta: 2 days, 6:54:22, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3133, top5_acc: 0.5508, loss_cls: 3.1941, loss: 3.1941, grad_norm: 2.9579 2020-07-26 12:02:15,274 - mmaction - INFO - Epoch [96][2580/3757] lr: 4.564e-02, eta: 2 days, 6:54:08, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5570, loss_cls: 3.2286, loss: 3.2286, grad_norm: 3.0710 2020-07-26 12:02:26,620 - mmaction - INFO - Epoch [96][2600/3757] lr: 4.564e-02, eta: 2 days, 6:53:54, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5312, loss_cls: 3.3520, loss: 3.3520, grad_norm: 2.9322 2020-07-26 12:02:38,077 - mmaction - INFO - Epoch [96][2620/3757] lr: 4.564e-02, eta: 2 days, 6:53:40, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2711, top5_acc: 0.5359, loss_cls: 3.3642, loss: 3.3642, grad_norm: 3.0489 2020-07-26 12:02:49,551 - mmaction - INFO - Epoch [96][2640/3757] lr: 4.564e-02, eta: 2 days, 6:53:26, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2648, top5_acc: 0.5039, loss_cls: 3.4330, loss: 3.4330, grad_norm: 2.8940 2020-07-26 12:03:00,961 - mmaction - INFO - Epoch [96][2660/3757] lr: 4.564e-02, eta: 2 days, 6:53:12, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5406, loss_cls: 3.2564, loss: 3.2564, grad_norm: 2.9010 2020-07-26 12:03:12,421 - mmaction - INFO - Epoch [96][2680/3757] lr: 4.564e-02, eta: 2 days, 6:52:58, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3148, top5_acc: 0.5773, loss_cls: 3.1549, loss: 3.1549, grad_norm: 2.8685 2020-07-26 12:03:23,834 - mmaction - INFO - Epoch [96][2700/3757] lr: 4.564e-02, eta: 2 days, 6:52:45, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5516, loss_cls: 3.2180, loss: 3.2180, grad_norm: 2.8581 2020-07-26 12:03:35,216 - mmaction - INFO - Epoch [96][2720/3757] lr: 4.564e-02, eta: 2 days, 6:52:30, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5703, loss_cls: 3.1785, loss: 3.1785, grad_norm: 2.9582 2020-07-26 12:03:46,746 - mmaction - INFO - Epoch [96][2740/3757] lr: 4.564e-02, eta: 2 days, 6:52:17, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5344, loss_cls: 3.2837, loss: 3.2837, grad_norm: 2.9925 2020-07-26 12:03:58,220 - mmaction - INFO - Epoch [96][2760/3757] lr: 4.564e-02, eta: 2 days, 6:52:03, time: 0.573, data_time: 0.011, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5281, loss_cls: 3.3225, loss: 3.3225, grad_norm: 2.9587 2020-07-26 12:04:09,564 - mmaction - INFO - Epoch [96][2780/3757] lr: 4.564e-02, eta: 2 days, 6:51:49, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.4922, loss_cls: 3.4806, loss: 3.4806, grad_norm: 2.9576 2020-07-26 12:04:21,001 - mmaction - INFO - Epoch [96][2800/3757] lr: 4.564e-02, eta: 2 days, 6:51:35, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5453, loss_cls: 3.2800, loss: 3.2800, grad_norm: 2.8460 2020-07-26 12:04:32,398 - mmaction - INFO - Epoch [96][2820/3757] lr: 4.564e-02, eta: 2 days, 6:51:21, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5477, loss_cls: 3.2110, loss: 3.2110, grad_norm: 2.8638 2020-07-26 12:04:43,653 - mmaction - INFO - Epoch [96][2840/3757] lr: 4.564e-02, eta: 2 days, 6:51:07, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5344, loss_cls: 3.2650, loss: 3.2650, grad_norm: 2.8258 2020-07-26 12:04:55,110 - mmaction - INFO - Epoch [96][2860/3757] lr: 4.564e-02, eta: 2 days, 6:50:53, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5398, loss_cls: 3.2776, loss: 3.2776, grad_norm: 2.9031 2020-07-26 12:05:06,482 - mmaction - INFO - Epoch [96][2880/3757] lr: 4.564e-02, eta: 2 days, 6:50:39, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5305, loss_cls: 3.3619, loss: 3.3619, grad_norm: 2.8818 2020-07-26 12:05:18,332 - mmaction - INFO - Epoch [96][2900/3757] lr: 4.564e-02, eta: 2 days, 6:50:25, time: 0.592, data_time: 0.026, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5398, loss_cls: 3.3858, loss: 3.3858, grad_norm: 2.8706 2020-07-26 12:05:29,818 - mmaction - INFO - Epoch [96][2920/3757] lr: 4.564e-02, eta: 2 days, 6:50:12, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5539, loss_cls: 3.2226, loss: 3.2226, grad_norm: 2.8740 2020-07-26 12:05:41,339 - mmaction - INFO - Epoch [96][2940/3757] lr: 4.564e-02, eta: 2 days, 6:49:58, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5391, loss_cls: 3.2493, loss: 3.2493, grad_norm: 2.9191 2020-07-26 12:05:53,281 - mmaction - INFO - Epoch [96][2960/3757] lr: 4.564e-02, eta: 2 days, 6:49:45, time: 0.596, data_time: 0.030, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5227, loss_cls: 3.4258, loss: 3.4258, grad_norm: 2.8200 2020-07-26 12:06:04,734 - mmaction - INFO - Epoch [96][2980/3757] lr: 4.564e-02, eta: 2 days, 6:49:31, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.3133, top5_acc: 0.5328, loss_cls: 3.2455, loss: 3.2455, grad_norm: 2.8140 2020-07-26 12:06:16,111 - mmaction - INFO - Epoch [96][3000/3757] lr: 4.564e-02, eta: 2 days, 6:49:17, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5086, loss_cls: 3.3928, loss: 3.3928, grad_norm: 2.8745 2020-07-26 12:06:27,531 - mmaction - INFO - Epoch [96][3020/3757] lr: 4.564e-02, eta: 2 days, 6:49:03, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5391, loss_cls: 3.2729, loss: 3.2729, grad_norm: 2.9453 2020-07-26 12:06:38,981 - mmaction - INFO - Epoch [96][3040/3757] lr: 4.564e-02, eta: 2 days, 6:48:49, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5437, loss_cls: 3.3134, loss: 3.3134, grad_norm: 2.9355 2020-07-26 12:06:50,477 - mmaction - INFO - Epoch [96][3060/3757] lr: 4.564e-02, eta: 2 days, 6:48:35, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5625, loss_cls: 3.2701, loss: 3.2701, grad_norm: 2.9263 2020-07-26 12:07:01,793 - mmaction - INFO - Epoch [96][3080/3757] lr: 4.564e-02, eta: 2 days, 6:48:21, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5500, loss_cls: 3.2227, loss: 3.2227, grad_norm: 2.9094 2020-07-26 12:07:13,154 - mmaction - INFO - Epoch [96][3100/3757] lr: 4.564e-02, eta: 2 days, 6:48:07, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5445, loss_cls: 3.2279, loss: 3.2279, grad_norm: 2.9224 2020-07-26 12:07:24,681 - mmaction - INFO - Epoch [96][3120/3757] lr: 4.564e-02, eta: 2 days, 6:47:53, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5328, loss_cls: 3.2897, loss: 3.2897, grad_norm: 3.0127 2020-07-26 12:07:36,217 - mmaction - INFO - Epoch [96][3140/3757] lr: 4.564e-02, eta: 2 days, 6:47:39, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5492, loss_cls: 3.3135, loss: 3.3135, grad_norm: 2.8665 2020-07-26 12:07:47,613 - mmaction - INFO - Epoch [96][3160/3757] lr: 4.564e-02, eta: 2 days, 6:47:25, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2953, top5_acc: 0.5453, loss_cls: 3.2461, loss: 3.2461, grad_norm: 2.8501 2020-07-26 12:07:59,040 - mmaction - INFO - Epoch [96][3180/3757] lr: 4.564e-02, eta: 2 days, 6:47:11, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5477, loss_cls: 3.3347, loss: 3.3347, grad_norm: 2.9651 2020-07-26 12:08:10,390 - mmaction - INFO - Epoch [96][3200/3757] lr: 4.564e-02, eta: 2 days, 6:46:57, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5625, loss_cls: 3.2489, loss: 3.2489, grad_norm: 2.9366 2020-07-26 12:08:21,747 - mmaction - INFO - Epoch [96][3220/3757] lr: 4.564e-02, eta: 2 days, 6:46:43, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5406, loss_cls: 3.2778, loss: 3.2778, grad_norm: 2.9535 2020-07-26 12:08:33,200 - mmaction - INFO - Epoch [96][3240/3757] lr: 4.564e-02, eta: 2 days, 6:46:29, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5336, loss_cls: 3.2801, loss: 3.2801, grad_norm: 2.9688 2020-07-26 12:08:44,640 - mmaction - INFO - Epoch [96][3260/3757] lr: 4.564e-02, eta: 2 days, 6:46:16, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5102, loss_cls: 3.3858, loss: 3.3858, grad_norm: 2.9196 2020-07-26 12:08:56,116 - mmaction - INFO - Epoch [96][3280/3757] lr: 4.564e-02, eta: 2 days, 6:46:02, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5656, loss_cls: 3.2445, loss: 3.2445, grad_norm: 2.8819 2020-07-26 12:09:07,632 - mmaction - INFO - Epoch [96][3300/3757] lr: 4.564e-02, eta: 2 days, 6:45:48, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5445, loss_cls: 3.2564, loss: 3.2564, grad_norm: 2.8765 2020-07-26 12:09:19,012 - mmaction - INFO - Epoch [96][3320/3757] lr: 4.564e-02, eta: 2 days, 6:45:34, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5422, loss_cls: 3.2654, loss: 3.2654, grad_norm: 2.9394 2020-07-26 12:09:30,505 - mmaction - INFO - Epoch [96][3340/3757] lr: 4.564e-02, eta: 2 days, 6:45:20, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5633, loss_cls: 3.1606, loss: 3.1606, grad_norm: 2.8505 2020-07-26 12:09:41,827 - mmaction - INFO - Epoch [96][3360/3757] lr: 4.564e-02, eta: 2 days, 6:45:06, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5367, loss_cls: 3.2604, loss: 3.2604, grad_norm: 2.9784 2020-07-26 12:09:53,241 - mmaction - INFO - Epoch [96][3380/3757] lr: 4.564e-02, eta: 2 days, 6:44:52, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5500, loss_cls: 3.2495, loss: 3.2495, grad_norm: 2.9925 2020-07-26 12:10:04,712 - mmaction - INFO - Epoch [96][3400/3757] lr: 4.564e-02, eta: 2 days, 6:44:38, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5391, loss_cls: 3.3206, loss: 3.3206, grad_norm: 2.9341 2020-07-26 12:10:16,129 - mmaction - INFO - Epoch [96][3420/3757] lr: 4.564e-02, eta: 2 days, 6:44:24, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5297, loss_cls: 3.3805, loss: 3.3805, grad_norm: 3.0316 2020-07-26 12:10:27,535 - mmaction - INFO - Epoch [96][3440/3757] lr: 4.564e-02, eta: 2 days, 6:44:10, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5367, loss_cls: 3.3378, loss: 3.3378, grad_norm: 2.8640 2020-07-26 12:10:39,418 - mmaction - INFO - Epoch [96][3460/3757] lr: 4.564e-02, eta: 2 days, 6:43:57, time: 0.594, data_time: 0.025, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5469, loss_cls: 3.2443, loss: 3.2443, grad_norm: 2.8659 2020-07-26 12:10:50,808 - mmaction - INFO - Epoch [96][3480/3757] lr: 4.564e-02, eta: 2 days, 6:43:43, time: 0.570, data_time: 0.001, memory: 5232, top1_acc: 0.3336, top5_acc: 0.5750, loss_cls: 3.0928, loss: 3.0928, grad_norm: 2.8254 2020-07-26 12:11:02,163 - mmaction - INFO - Epoch [96][3500/3757] lr: 4.564e-02, eta: 2 days, 6:43:29, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5453, loss_cls: 3.2687, loss: 3.2687, grad_norm: 2.9187 2020-07-26 12:11:13,585 - mmaction - INFO - Epoch [96][3520/3757] lr: 4.564e-02, eta: 2 days, 6:43:15, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5359, loss_cls: 3.2383, loss: 3.2383, grad_norm: 2.9264 2020-07-26 12:11:25,054 - mmaction - INFO - Epoch [96][3540/3757] lr: 4.564e-02, eta: 2 days, 6:43:01, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5563, loss_cls: 3.2438, loss: 3.2438, grad_norm: 2.9147 2020-07-26 12:11:36,523 - mmaction - INFO - Epoch [96][3560/3757] lr: 4.564e-02, eta: 2 days, 6:42:47, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5273, loss_cls: 3.3254, loss: 3.3254, grad_norm: 2.9100 2020-07-26 12:11:47,986 - mmaction - INFO - Epoch [96][3580/3757] lr: 4.564e-02, eta: 2 days, 6:42:34, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5664, loss_cls: 3.2397, loss: 3.2397, grad_norm: 2.9132 2020-07-26 12:11:59,434 - mmaction - INFO - Epoch [96][3600/3757] lr: 4.564e-02, eta: 2 days, 6:42:20, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5312, loss_cls: 3.3146, loss: 3.3146, grad_norm: 3.0089 2020-07-26 12:12:10,799 - mmaction - INFO - Epoch [96][3620/3757] lr: 4.564e-02, eta: 2 days, 6:42:06, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5641, loss_cls: 3.2281, loss: 3.2281, grad_norm: 2.9426 2020-07-26 12:12:22,255 - mmaction - INFO - Epoch [96][3640/3757] lr: 4.564e-02, eta: 2 days, 6:41:52, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5258, loss_cls: 3.3206, loss: 3.3206, grad_norm: 2.9199 2020-07-26 12:12:33,656 - mmaction - INFO - Epoch [96][3660/3757] lr: 4.564e-02, eta: 2 days, 6:41:38, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5258, loss_cls: 3.3716, loss: 3.3716, grad_norm: 2.9908 2020-07-26 12:12:45,138 - mmaction - INFO - Epoch [96][3680/3757] lr: 4.564e-02, eta: 2 days, 6:41:24, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3141, top5_acc: 0.5445, loss_cls: 3.2812, loss: 3.2812, grad_norm: 2.8993 2020-07-26 12:12:56,504 - mmaction - INFO - Epoch [96][3700/3757] lr: 4.564e-02, eta: 2 days, 6:41:10, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5406, loss_cls: 3.2547, loss: 3.2547, grad_norm: 2.8684 2020-07-26 12:13:08,036 - mmaction - INFO - Epoch [96][3720/3757] lr: 4.564e-02, eta: 2 days, 6:40:56, time: 0.577, data_time: 0.014, memory: 5232, top1_acc: 0.2953, top5_acc: 0.5273, loss_cls: 3.3283, loss: 3.3283, grad_norm: 2.9196 2020-07-26 12:13:19,496 - mmaction - INFO - Epoch [96][3740/3757] lr: 4.564e-02, eta: 2 days, 6:40:42, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5398, loss_cls: 3.2589, loss: 3.2589, grad_norm: 2.8389 2020-07-26 12:16:51,423 - mmaction - INFO - Epoch [97][20/3757] lr: 4.477e-02, eta: 2 days, 6:44:16, time: 9.752, data_time: 9.025, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5234, loss_cls: 3.3472, loss: 3.3472, grad_norm: 3.0156 2020-07-26 12:17:03,334 - mmaction - INFO - Epoch [97][40/3757] lr: 4.477e-02, eta: 2 days, 6:44:03, time: 0.597, data_time: 0.037, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5672, loss_cls: 3.2138, loss: 3.2138, grad_norm: 2.9066 2020-07-26 12:17:14,810 - mmaction - INFO - Epoch [97][60/3757] lr: 4.477e-02, eta: 2 days, 6:43:49, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5242, loss_cls: 3.3210, loss: 3.3210, grad_norm: 2.9077 2020-07-26 12:17:26,112 - mmaction - INFO - Epoch [97][80/3757] lr: 4.477e-02, eta: 2 days, 6:43:35, time: 0.566, data_time: 0.001, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5492, loss_cls: 3.2292, loss: 3.2292, grad_norm: 2.9612 2020-07-26 12:17:37,464 - mmaction - INFO - Epoch [97][100/3757] lr: 4.477e-02, eta: 2 days, 6:43:21, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5430, loss_cls: 3.1958, loss: 3.1958, grad_norm: 2.8794 2020-07-26 12:17:48,848 - mmaction - INFO - Epoch [97][120/3757] lr: 4.477e-02, eta: 2 days, 6:43:07, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5414, loss_cls: 3.2890, loss: 3.2890, grad_norm: 2.9053 2020-07-26 12:18:00,219 - mmaction - INFO - Epoch [97][140/3757] lr: 4.477e-02, eta: 2 days, 6:42:53, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5320, loss_cls: 3.2681, loss: 3.2681, grad_norm: 2.8824 2020-07-26 12:18:11,586 - mmaction - INFO - Epoch [97][160/3757] lr: 4.477e-02, eta: 2 days, 6:42:39, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5219, loss_cls: 3.3801, loss: 3.3801, grad_norm: 3.0069 2020-07-26 12:18:23,367 - mmaction - INFO - Epoch [97][180/3757] lr: 4.477e-02, eta: 2 days, 6:42:25, time: 0.589, data_time: 0.025, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5352, loss_cls: 3.2846, loss: 3.2846, grad_norm: 2.9717 2020-07-26 12:18:34,761 - mmaction - INFO - Epoch [97][200/3757] lr: 4.477e-02, eta: 2 days, 6:42:11, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5500, loss_cls: 3.2081, loss: 3.2081, grad_norm: 2.8912 2020-07-26 12:18:46,042 - mmaction - INFO - Epoch [97][220/3757] lr: 4.477e-02, eta: 2 days, 6:41:57, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5367, loss_cls: 3.2970, loss: 3.2970, grad_norm: 2.9873 2020-07-26 12:18:57,368 - mmaction - INFO - Epoch [97][240/3757] lr: 4.477e-02, eta: 2 days, 6:41:43, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5695, loss_cls: 3.1967, loss: 3.1967, grad_norm: 2.8443 2020-07-26 12:19:08,671 - mmaction - INFO - Epoch [97][260/3757] lr: 4.477e-02, eta: 2 days, 6:41:29, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5469, loss_cls: 3.2688, loss: 3.2688, grad_norm: 2.8502 2020-07-26 12:19:20,074 - mmaction - INFO - Epoch [97][280/3757] lr: 4.477e-02, eta: 2 days, 6:41:15, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5641, loss_cls: 3.1627, loss: 3.1627, grad_norm: 2.8110 2020-07-26 12:19:31,452 - mmaction - INFO - Epoch [97][300/3757] lr: 4.477e-02, eta: 2 days, 6:41:01, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5375, loss_cls: 3.2935, loss: 3.2935, grad_norm: 2.9022 2020-07-26 12:19:43,403 - mmaction - INFO - Epoch [97][320/3757] lr: 4.477e-02, eta: 2 days, 6:40:48, time: 0.598, data_time: 0.034, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5227, loss_cls: 3.3587, loss: 3.3587, grad_norm: 2.8931 2020-07-26 12:19:54,772 - mmaction - INFO - Epoch [97][340/3757] lr: 4.477e-02, eta: 2 days, 6:40:34, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5516, loss_cls: 3.2406, loss: 3.2406, grad_norm: 2.8290 2020-07-26 12:20:06,127 - mmaction - INFO - Epoch [97][360/3757] lr: 4.477e-02, eta: 2 days, 6:40:20, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5555, loss_cls: 3.2478, loss: 3.2478, grad_norm: 2.9035 2020-07-26 12:20:17,482 - mmaction - INFO - Epoch [97][380/3757] lr: 4.477e-02, eta: 2 days, 6:40:05, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5375, loss_cls: 3.2893, loss: 3.2893, grad_norm: 2.9637 2020-07-26 12:20:28,800 - mmaction - INFO - Epoch [97][400/3757] lr: 4.477e-02, eta: 2 days, 6:39:51, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5602, loss_cls: 3.1847, loss: 3.1847, grad_norm: 2.8476 2020-07-26 12:20:40,263 - mmaction - INFO - Epoch [97][420/3757] lr: 4.477e-02, eta: 2 days, 6:39:37, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5539, loss_cls: 3.2190, loss: 3.2190, grad_norm: 2.9312 2020-07-26 12:20:51,685 - mmaction - INFO - Epoch [97][440/3757] lr: 4.477e-02, eta: 2 days, 6:39:24, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5195, loss_cls: 3.3654, loss: 3.3654, grad_norm: 2.9411 2020-07-26 12:21:03,465 - mmaction - INFO - Epoch [97][460/3757] lr: 4.477e-02, eta: 2 days, 6:39:10, time: 0.589, data_time: 0.024, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5422, loss_cls: 3.2550, loss: 3.2550, grad_norm: 2.9239 2020-07-26 12:21:14,885 - mmaction - INFO - Epoch [97][480/3757] lr: 4.477e-02, eta: 2 days, 6:38:56, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5312, loss_cls: 3.2852, loss: 3.2852, grad_norm: 2.9006 2020-07-26 12:21:26,329 - mmaction - INFO - Epoch [97][500/3757] lr: 4.477e-02, eta: 2 days, 6:38:42, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5484, loss_cls: 3.1915, loss: 3.1915, grad_norm: 2.8211 2020-07-26 12:21:37,651 - mmaction - INFO - Epoch [97][520/3757] lr: 4.477e-02, eta: 2 days, 6:38:28, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5406, loss_cls: 3.2197, loss: 3.2197, grad_norm: 2.8870 2020-07-26 12:21:49,058 - mmaction - INFO - Epoch [97][540/3757] lr: 4.477e-02, eta: 2 days, 6:38:14, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3266, top5_acc: 0.5914, loss_cls: 3.0572, loss: 3.0572, grad_norm: 2.8302 2020-07-26 12:22:00,484 - mmaction - INFO - Epoch [97][560/3757] lr: 4.477e-02, eta: 2 days, 6:38:00, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5430, loss_cls: 3.2605, loss: 3.2605, grad_norm: 2.9803 2020-07-26 12:22:11,959 - mmaction - INFO - Epoch [97][580/3757] lr: 4.477e-02, eta: 2 days, 6:37:46, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5398, loss_cls: 3.2989, loss: 3.2989, grad_norm: 2.9584 2020-07-26 12:22:23,375 - mmaction - INFO - Epoch [97][600/3757] lr: 4.477e-02, eta: 2 days, 6:37:32, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5563, loss_cls: 3.1985, loss: 3.1985, grad_norm: 2.8374 2020-07-26 12:22:34,863 - mmaction - INFO - Epoch [97][620/3757] lr: 4.477e-02, eta: 2 days, 6:37:19, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5414, loss_cls: 3.2467, loss: 3.2467, grad_norm: 2.9588 2020-07-26 12:22:46,334 - mmaction - INFO - Epoch [97][640/3757] lr: 4.477e-02, eta: 2 days, 6:37:05, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.2953, top5_acc: 0.5469, loss_cls: 3.2361, loss: 3.2361, grad_norm: 2.9916 2020-07-26 12:22:57,773 - mmaction - INFO - Epoch [97][660/3757] lr: 4.477e-02, eta: 2 days, 6:36:51, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5430, loss_cls: 3.2748, loss: 3.2748, grad_norm: 3.0165 2020-07-26 12:23:09,230 - mmaction - INFO - Epoch [97][680/3757] lr: 4.477e-02, eta: 2 days, 6:36:37, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5383, loss_cls: 3.2216, loss: 3.2216, grad_norm: 2.9207 2020-07-26 12:23:20,763 - mmaction - INFO - Epoch [97][700/3757] lr: 4.477e-02, eta: 2 days, 6:36:23, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5398, loss_cls: 3.2814, loss: 3.2814, grad_norm: 2.9661 2020-07-26 12:23:32,117 - mmaction - INFO - Epoch [97][720/3757] lr: 4.477e-02, eta: 2 days, 6:36:09, time: 0.568, data_time: 0.001, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5367, loss_cls: 3.2836, loss: 3.2836, grad_norm: 2.9202 2020-07-26 12:23:43,515 - mmaction - INFO - Epoch [97][740/3757] lr: 4.477e-02, eta: 2 days, 6:35:55, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5430, loss_cls: 3.2359, loss: 3.2359, grad_norm: 2.9479 2020-07-26 12:23:54,990 - mmaction - INFO - Epoch [97][760/3757] lr: 4.477e-02, eta: 2 days, 6:35:41, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5437, loss_cls: 3.2368, loss: 3.2368, grad_norm: 3.0225 2020-07-26 12:24:06,329 - mmaction - INFO - Epoch [97][780/3757] lr: 4.477e-02, eta: 2 days, 6:35:27, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5445, loss_cls: 3.2461, loss: 3.2461, grad_norm: 2.9048 2020-07-26 12:24:17,618 - mmaction - INFO - Epoch [97][800/3757] lr: 4.477e-02, eta: 2 days, 6:35:13, time: 0.565, data_time: 0.004, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5461, loss_cls: 3.2737, loss: 3.2737, grad_norm: 2.9181 2020-07-26 12:24:29,170 - mmaction - INFO - Epoch [97][820/3757] lr: 4.477e-02, eta: 2 days, 6:34:59, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5523, loss_cls: 3.2480, loss: 3.2480, grad_norm: 2.9414 2020-07-26 12:24:40,607 - mmaction - INFO - Epoch [97][840/3757] lr: 4.477e-02, eta: 2 days, 6:34:45, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5422, loss_cls: 3.2766, loss: 3.2766, grad_norm: 2.9695 2020-07-26 12:24:52,012 - mmaction - INFO - Epoch [97][860/3757] lr: 4.477e-02, eta: 2 days, 6:34:31, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5617, loss_cls: 3.1740, loss: 3.1740, grad_norm: 2.8712 2020-07-26 12:25:03,390 - mmaction - INFO - Epoch [97][880/3757] lr: 4.477e-02, eta: 2 days, 6:34:17, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5547, loss_cls: 3.1437, loss: 3.1437, grad_norm: 2.8792 2020-07-26 12:25:14,900 - mmaction - INFO - Epoch [97][900/3757] lr: 4.477e-02, eta: 2 days, 6:34:04, time: 0.575, data_time: 0.008, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5414, loss_cls: 3.1824, loss: 3.1824, grad_norm: 2.8609 2020-07-26 12:25:26,366 - mmaction - INFO - Epoch [97][920/3757] lr: 4.477e-02, eta: 2 days, 6:33:50, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3180, top5_acc: 0.5398, loss_cls: 3.2180, loss: 3.2180, grad_norm: 2.9251 2020-07-26 12:25:37,758 - mmaction - INFO - Epoch [97][940/3757] lr: 4.477e-02, eta: 2 days, 6:33:36, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5164, loss_cls: 3.3526, loss: 3.3526, grad_norm: 2.9195 2020-07-26 12:25:49,150 - mmaction - INFO - Epoch [97][960/3757] lr: 4.477e-02, eta: 2 days, 6:33:22, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5594, loss_cls: 3.2654, loss: 3.2654, grad_norm: 3.0155 2020-07-26 12:26:00,567 - mmaction - INFO - Epoch [97][980/3757] lr: 4.477e-02, eta: 2 days, 6:33:08, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5492, loss_cls: 3.3018, loss: 3.3018, grad_norm: 2.9594 2020-07-26 12:26:12,011 - mmaction - INFO - Epoch [97][1000/3757] lr: 4.477e-02, eta: 2 days, 6:32:54, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5391, loss_cls: 3.2960, loss: 3.2960, grad_norm: 2.9531 2020-07-26 12:26:23,511 - mmaction - INFO - Epoch [97][1020/3757] lr: 4.477e-02, eta: 2 days, 6:32:40, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5477, loss_cls: 3.2884, loss: 3.2884, grad_norm: 2.9075 2020-07-26 12:26:34,901 - mmaction - INFO - Epoch [97][1040/3757] lr: 4.477e-02, eta: 2 days, 6:32:26, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.3203, top5_acc: 0.5422, loss_cls: 3.2371, loss: 3.2371, grad_norm: 2.9018 2020-07-26 12:26:46,294 - mmaction - INFO - Epoch [97][1060/3757] lr: 4.477e-02, eta: 2 days, 6:32:12, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5344, loss_cls: 3.3261, loss: 3.3261, grad_norm: 2.9650 2020-07-26 12:26:57,698 - mmaction - INFO - Epoch [97][1080/3757] lr: 4.477e-02, eta: 2 days, 6:31:58, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5633, loss_cls: 3.2174, loss: 3.2174, grad_norm: 3.0107 2020-07-26 12:27:09,194 - mmaction - INFO - Epoch [97][1100/3757] lr: 4.477e-02, eta: 2 days, 6:31:44, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5398, loss_cls: 3.2641, loss: 3.2641, grad_norm: 2.9961 2020-07-26 12:27:20,669 - mmaction - INFO - Epoch [97][1120/3757] lr: 4.477e-02, eta: 2 days, 6:31:30, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5422, loss_cls: 3.3730, loss: 3.3730, grad_norm: 3.0587 2020-07-26 12:27:32,171 - mmaction - INFO - Epoch [97][1140/3757] lr: 4.477e-02, eta: 2 days, 6:31:17, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5328, loss_cls: 3.3393, loss: 3.3393, grad_norm: 3.0028 2020-07-26 12:27:43,686 - mmaction - INFO - Epoch [97][1160/3757] lr: 4.477e-02, eta: 2 days, 6:31:03, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5578, loss_cls: 3.1622, loss: 3.1622, grad_norm: 2.9122 2020-07-26 12:27:55,172 - mmaction - INFO - Epoch [97][1180/3757] lr: 4.477e-02, eta: 2 days, 6:30:49, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5359, loss_cls: 3.2957, loss: 3.2957, grad_norm: 3.0054 2020-07-26 12:28:06,629 - mmaction - INFO - Epoch [97][1200/3757] lr: 4.477e-02, eta: 2 days, 6:30:35, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5500, loss_cls: 3.2215, loss: 3.2215, grad_norm: 2.9222 2020-07-26 12:28:18,040 - mmaction - INFO - Epoch [97][1220/3757] lr: 4.477e-02, eta: 2 days, 6:30:21, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5281, loss_cls: 3.2649, loss: 3.2649, grad_norm: 2.9193 2020-07-26 12:28:29,942 - mmaction - INFO - Epoch [97][1240/3757] lr: 4.477e-02, eta: 2 days, 6:30:08, time: 0.595, data_time: 0.032, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5523, loss_cls: 3.2604, loss: 3.2604, grad_norm: 2.8678 2020-07-26 12:28:41,255 - mmaction - INFO - Epoch [97][1260/3757] lr: 4.477e-02, eta: 2 days, 6:29:54, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5625, loss_cls: 3.1836, loss: 3.1836, grad_norm: 2.8504 2020-07-26 12:28:52,707 - mmaction - INFO - Epoch [97][1280/3757] lr: 4.477e-02, eta: 2 days, 6:29:40, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5352, loss_cls: 3.2858, loss: 3.2858, grad_norm: 2.8308 2020-07-26 12:29:04,154 - mmaction - INFO - Epoch [97][1300/3757] lr: 4.477e-02, eta: 2 days, 6:29:26, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5391, loss_cls: 3.2906, loss: 3.2906, grad_norm: 2.9165 2020-07-26 12:29:15,569 - mmaction - INFO - Epoch [97][1320/3757] lr: 4.477e-02, eta: 2 days, 6:29:12, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5492, loss_cls: 3.2710, loss: 3.2710, grad_norm: 2.8746 2020-07-26 12:29:27,086 - mmaction - INFO - Epoch [97][1340/3757] lr: 4.477e-02, eta: 2 days, 6:28:58, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5422, loss_cls: 3.2164, loss: 3.2164, grad_norm: 2.9056 2020-07-26 12:29:38,472 - mmaction - INFO - Epoch [97][1360/3757] lr: 4.477e-02, eta: 2 days, 6:28:44, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5359, loss_cls: 3.2464, loss: 3.2464, grad_norm: 2.9281 2020-07-26 12:29:49,959 - mmaction - INFO - Epoch [97][1380/3757] lr: 4.477e-02, eta: 2 days, 6:28:30, time: 0.574, data_time: 0.006, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5352, loss_cls: 3.1757, loss: 3.1757, grad_norm: 2.9096 2020-07-26 12:30:01,369 - mmaction - INFO - Epoch [97][1400/3757] lr: 4.477e-02, eta: 2 days, 6:28:16, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3133, top5_acc: 0.5445, loss_cls: 3.1852, loss: 3.1852, grad_norm: 2.9861 2020-07-26 12:30:12,839 - mmaction - INFO - Epoch [97][1420/3757] lr: 4.477e-02, eta: 2 days, 6:28:03, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3555, top5_acc: 0.5898, loss_cls: 3.0010, loss: 3.0010, grad_norm: 2.8248 2020-07-26 12:30:24,243 - mmaction - INFO - Epoch [97][1440/3757] lr: 4.477e-02, eta: 2 days, 6:27:49, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5352, loss_cls: 3.3460, loss: 3.3460, grad_norm: 2.9885 2020-07-26 12:30:35,705 - mmaction - INFO - Epoch [97][1460/3757] lr: 4.477e-02, eta: 2 days, 6:27:35, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5344, loss_cls: 3.2936, loss: 3.2936, grad_norm: 2.9118 2020-07-26 12:30:47,179 - mmaction - INFO - Epoch [97][1480/3757] lr: 4.477e-02, eta: 2 days, 6:27:21, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5500, loss_cls: 3.2147, loss: 3.2147, grad_norm: 2.9591 2020-07-26 12:30:58,549 - mmaction - INFO - Epoch [97][1500/3757] lr: 4.477e-02, eta: 2 days, 6:27:07, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2633, top5_acc: 0.5086, loss_cls: 3.4220, loss: 3.4220, grad_norm: 2.9833 2020-07-26 12:31:10,015 - mmaction - INFO - Epoch [97][1520/3757] lr: 4.477e-02, eta: 2 days, 6:26:53, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5586, loss_cls: 3.2000, loss: 3.2000, grad_norm: 2.9618 2020-07-26 12:31:21,402 - mmaction - INFO - Epoch [97][1540/3757] lr: 4.477e-02, eta: 2 days, 6:26:39, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5516, loss_cls: 3.2442, loss: 3.2442, grad_norm: 2.9410 2020-07-26 12:31:32,848 - mmaction - INFO - Epoch [97][1560/3757] lr: 4.477e-02, eta: 2 days, 6:26:25, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5508, loss_cls: 3.2612, loss: 3.2612, grad_norm: 2.9502 2020-07-26 12:31:44,413 - mmaction - INFO - Epoch [97][1580/3757] lr: 4.477e-02, eta: 2 days, 6:26:11, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5508, loss_cls: 3.1623, loss: 3.1623, grad_norm: 2.9275 2020-07-26 12:31:55,961 - mmaction - INFO - Epoch [97][1600/3757] lr: 4.477e-02, eta: 2 days, 6:25:58, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5352, loss_cls: 3.2725, loss: 3.2725, grad_norm: 2.8621 2020-07-26 12:32:07,421 - mmaction - INFO - Epoch [97][1620/3757] lr: 4.477e-02, eta: 2 days, 6:25:44, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5461, loss_cls: 3.3095, loss: 3.3095, grad_norm: 2.9120 2020-07-26 12:32:18,857 - mmaction - INFO - Epoch [97][1640/3757] lr: 4.477e-02, eta: 2 days, 6:25:30, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5289, loss_cls: 3.3212, loss: 3.3212, grad_norm: 2.8850 2020-07-26 12:32:30,291 - mmaction - INFO - Epoch [97][1660/3757] lr: 4.477e-02, eta: 2 days, 6:25:16, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5563, loss_cls: 3.1335, loss: 3.1335, grad_norm: 2.8634 2020-07-26 12:32:41,767 - mmaction - INFO - Epoch [97][1680/3757] lr: 4.477e-02, eta: 2 days, 6:25:02, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5539, loss_cls: 3.2778, loss: 3.2778, grad_norm: 3.0418 2020-07-26 12:32:53,096 - mmaction - INFO - Epoch [97][1700/3757] lr: 4.477e-02, eta: 2 days, 6:24:48, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5312, loss_cls: 3.3150, loss: 3.3150, grad_norm: 2.9181 2020-07-26 12:33:04,533 - mmaction - INFO - Epoch [97][1720/3757] lr: 4.477e-02, eta: 2 days, 6:24:34, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5750, loss_cls: 3.1791, loss: 3.1791, grad_norm: 2.8912 2020-07-26 12:33:16,008 - mmaction - INFO - Epoch [97][1740/3757] lr: 4.477e-02, eta: 2 days, 6:24:20, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5500, loss_cls: 3.2410, loss: 3.2410, grad_norm: 2.8912 2020-07-26 12:33:27,316 - mmaction - INFO - Epoch [97][1760/3757] lr: 4.477e-02, eta: 2 days, 6:24:06, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5320, loss_cls: 3.3313, loss: 3.3313, grad_norm: 2.9280 2020-07-26 12:33:38,746 - mmaction - INFO - Epoch [97][1780/3757] lr: 4.477e-02, eta: 2 days, 6:23:52, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5289, loss_cls: 3.3308, loss: 3.3308, grad_norm: 3.0754 2020-07-26 12:33:50,125 - mmaction - INFO - Epoch [97][1800/3757] lr: 4.477e-02, eta: 2 days, 6:23:38, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5367, loss_cls: 3.2798, loss: 3.2798, grad_norm: 2.9440 2020-07-26 12:34:01,533 - mmaction - INFO - Epoch [97][1820/3757] lr: 4.477e-02, eta: 2 days, 6:23:24, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5664, loss_cls: 3.1890, loss: 3.1890, grad_norm: 2.9904 2020-07-26 12:34:12,952 - mmaction - INFO - Epoch [97][1840/3757] lr: 4.477e-02, eta: 2 days, 6:23:11, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5242, loss_cls: 3.2959, loss: 3.2959, grad_norm: 2.8990 2020-07-26 12:34:24,313 - mmaction - INFO - Epoch [97][1860/3757] lr: 4.477e-02, eta: 2 days, 6:22:57, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5492, loss_cls: 3.3004, loss: 3.3004, grad_norm: 2.9291 2020-07-26 12:34:36,073 - mmaction - INFO - Epoch [97][1880/3757] lr: 4.477e-02, eta: 2 days, 6:22:43, time: 0.587, data_time: 0.023, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5352, loss_cls: 3.2899, loss: 3.2899, grad_norm: 2.9060 2020-07-26 12:34:47,424 - mmaction - INFO - Epoch [97][1900/3757] lr: 4.477e-02, eta: 2 days, 6:22:29, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5531, loss_cls: 3.2085, loss: 3.2085, grad_norm: 2.9291 2020-07-26 12:34:58,786 - mmaction - INFO - Epoch [97][1920/3757] lr: 4.477e-02, eta: 2 days, 6:22:15, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5430, loss_cls: 3.2616, loss: 3.2616, grad_norm: 3.0506 2020-07-26 12:35:10,113 - mmaction - INFO - Epoch [97][1940/3757] lr: 4.477e-02, eta: 2 days, 6:22:01, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5492, loss_cls: 3.1692, loss: 3.1692, grad_norm: 2.9156 2020-07-26 12:35:21,606 - mmaction - INFO - Epoch [97][1960/3757] lr: 4.477e-02, eta: 2 days, 6:21:47, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5547, loss_cls: 3.2309, loss: 3.2309, grad_norm: 2.9180 2020-07-26 12:35:32,989 - mmaction - INFO - Epoch [97][1980/3757] lr: 4.477e-02, eta: 2 days, 6:21:33, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5336, loss_cls: 3.3190, loss: 3.3190, grad_norm: 2.9883 2020-07-26 12:35:44,473 - mmaction - INFO - Epoch [97][2000/3757] lr: 4.477e-02, eta: 2 days, 6:21:19, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5453, loss_cls: 3.2285, loss: 3.2285, grad_norm: 2.9662 2020-07-26 12:35:55,863 - mmaction - INFO - Epoch [97][2020/3757] lr: 4.477e-02, eta: 2 days, 6:21:05, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5586, loss_cls: 3.2349, loss: 3.2349, grad_norm: 2.9002 2020-07-26 12:36:07,254 - mmaction - INFO - Epoch [97][2040/3757] lr: 4.477e-02, eta: 2 days, 6:20:51, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5453, loss_cls: 3.2268, loss: 3.2268, grad_norm: 2.8478 2020-07-26 12:36:18,658 - mmaction - INFO - Epoch [97][2060/3757] lr: 4.477e-02, eta: 2 days, 6:20:38, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5391, loss_cls: 3.2602, loss: 3.2602, grad_norm: 2.8773 2020-07-26 12:36:30,057 - mmaction - INFO - Epoch [97][2080/3757] lr: 4.477e-02, eta: 2 days, 6:20:24, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5383, loss_cls: 3.2651, loss: 3.2651, grad_norm: 2.9199 2020-07-26 12:36:41,488 - mmaction - INFO - Epoch [97][2100/3757] lr: 4.477e-02, eta: 2 days, 6:20:10, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5219, loss_cls: 3.3602, loss: 3.3602, grad_norm: 2.9924 2020-07-26 12:36:52,904 - mmaction - INFO - Epoch [97][2120/3757] lr: 4.477e-02, eta: 2 days, 6:19:56, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5383, loss_cls: 3.2473, loss: 3.2473, grad_norm: 2.9066 2020-07-26 12:37:04,276 - mmaction - INFO - Epoch [97][2140/3757] lr: 4.477e-02, eta: 2 days, 6:19:42, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5141, loss_cls: 3.3731, loss: 3.3731, grad_norm: 2.9976 2020-07-26 12:37:15,690 - mmaction - INFO - Epoch [97][2160/3757] lr: 4.477e-02, eta: 2 days, 6:19:28, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5398, loss_cls: 3.2320, loss: 3.2320, grad_norm: 2.8888 2020-07-26 12:37:27,040 - mmaction - INFO - Epoch [97][2180/3757] lr: 4.477e-02, eta: 2 days, 6:19:14, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5414, loss_cls: 3.3114, loss: 3.3114, grad_norm: 3.0053 2020-07-26 12:37:38,351 - mmaction - INFO - Epoch [97][2200/3757] lr: 4.477e-02, eta: 2 days, 6:19:00, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5336, loss_cls: 3.3603, loss: 3.3603, grad_norm: 2.9303 2020-07-26 12:37:49,686 - mmaction - INFO - Epoch [97][2220/3757] lr: 4.477e-02, eta: 2 days, 6:18:46, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5469, loss_cls: 3.2188, loss: 3.2188, grad_norm: 2.9012 2020-07-26 12:38:01,151 - mmaction - INFO - Epoch [97][2240/3757] lr: 4.477e-02, eta: 2 days, 6:18:32, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5578, loss_cls: 3.1338, loss: 3.1338, grad_norm: 2.8751 2020-07-26 12:38:12,655 - mmaction - INFO - Epoch [97][2260/3757] lr: 4.477e-02, eta: 2 days, 6:18:18, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5539, loss_cls: 3.1979, loss: 3.1979, grad_norm: 2.9307 2020-07-26 12:38:24,097 - mmaction - INFO - Epoch [97][2280/3757] lr: 4.477e-02, eta: 2 days, 6:18:04, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5219, loss_cls: 3.3467, loss: 3.3467, grad_norm: 2.9265 2020-07-26 12:38:35,499 - mmaction - INFO - Epoch [97][2300/3757] lr: 4.477e-02, eta: 2 days, 6:17:50, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5398, loss_cls: 3.3048, loss: 3.3048, grad_norm: 2.9646 2020-07-26 12:38:46,948 - mmaction - INFO - Epoch [97][2320/3757] lr: 4.477e-02, eta: 2 days, 6:17:36, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5516, loss_cls: 3.2498, loss: 3.2498, grad_norm: 2.8683 2020-07-26 12:38:58,387 - mmaction - INFO - Epoch [97][2340/3757] lr: 4.477e-02, eta: 2 days, 6:17:23, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5344, loss_cls: 3.3136, loss: 3.3136, grad_norm: 2.8785 2020-07-26 12:39:09,931 - mmaction - INFO - Epoch [97][2360/3757] lr: 4.477e-02, eta: 2 days, 6:17:09, time: 0.577, data_time: 0.014, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5180, loss_cls: 3.3666, loss: 3.3666, grad_norm: 2.8503 2020-07-26 12:39:21,380 - mmaction - INFO - Epoch [97][2380/3757] lr: 4.477e-02, eta: 2 days, 6:16:55, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5297, loss_cls: 3.2919, loss: 3.2919, grad_norm: 2.8233 2020-07-26 12:39:32,848 - mmaction - INFO - Epoch [97][2400/3757] lr: 4.477e-02, eta: 2 days, 6:16:41, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5719, loss_cls: 3.1512, loss: 3.1512, grad_norm: 2.9088 2020-07-26 12:39:44,244 - mmaction - INFO - Epoch [97][2420/3757] lr: 4.477e-02, eta: 2 days, 6:16:27, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5461, loss_cls: 3.2354, loss: 3.2354, grad_norm: 2.9246 2020-07-26 12:39:55,662 - mmaction - INFO - Epoch [97][2440/3757] lr: 4.477e-02, eta: 2 days, 6:16:13, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5445, loss_cls: 3.2981, loss: 3.2981, grad_norm: 2.9254 2020-07-26 12:40:07,067 - mmaction - INFO - Epoch [97][2460/3757] lr: 4.477e-02, eta: 2 days, 6:15:59, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5414, loss_cls: 3.2452, loss: 3.2452, grad_norm: 2.8803 2020-07-26 12:40:18,498 - mmaction - INFO - Epoch [97][2480/3757] lr: 4.477e-02, eta: 2 days, 6:15:45, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5375, loss_cls: 3.2750, loss: 3.2750, grad_norm: 3.0129 2020-07-26 12:40:29,956 - mmaction - INFO - Epoch [97][2500/3757] lr: 4.477e-02, eta: 2 days, 6:15:32, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2719, top5_acc: 0.5383, loss_cls: 3.3108, loss: 3.3108, grad_norm: 3.0547 2020-07-26 12:40:41,336 - mmaction - INFO - Epoch [97][2520/3757] lr: 4.477e-02, eta: 2 days, 6:15:18, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5453, loss_cls: 3.2759, loss: 3.2759, grad_norm: 2.8692 2020-07-26 12:40:52,792 - mmaction - INFO - Epoch [97][2540/3757] lr: 4.477e-02, eta: 2 days, 6:15:04, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5414, loss_cls: 3.2931, loss: 3.2931, grad_norm: 2.9972 2020-07-26 12:41:04,263 - mmaction - INFO - Epoch [97][2560/3757] lr: 4.477e-02, eta: 2 days, 6:14:50, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5336, loss_cls: 3.3749, loss: 3.3749, grad_norm: 2.8988 2020-07-26 12:41:15,660 - mmaction - INFO - Epoch [97][2580/3757] lr: 4.477e-02, eta: 2 days, 6:14:36, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5344, loss_cls: 3.3138, loss: 3.3138, grad_norm: 2.9048 2020-07-26 12:41:27,102 - mmaction - INFO - Epoch [97][2600/3757] lr: 4.477e-02, eta: 2 days, 6:14:22, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5383, loss_cls: 3.2299, loss: 3.2299, grad_norm: 2.8860 2020-07-26 12:41:38,484 - mmaction - INFO - Epoch [97][2620/3757] lr: 4.477e-02, eta: 2 days, 6:14:08, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5531, loss_cls: 3.2186, loss: 3.2186, grad_norm: 2.8562 2020-07-26 12:41:49,938 - mmaction - INFO - Epoch [97][2640/3757] lr: 4.477e-02, eta: 2 days, 6:13:54, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5633, loss_cls: 3.2049, loss: 3.2049, grad_norm: 3.0065 2020-07-26 12:42:01,331 - mmaction - INFO - Epoch [97][2660/3757] lr: 4.477e-02, eta: 2 days, 6:13:40, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5398, loss_cls: 3.3290, loss: 3.3290, grad_norm: 2.9634 2020-07-26 12:42:12,716 - mmaction - INFO - Epoch [97][2680/3757] lr: 4.477e-02, eta: 2 days, 6:13:26, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5391, loss_cls: 3.3026, loss: 3.3026, grad_norm: 2.9585 2020-07-26 12:42:24,136 - mmaction - INFO - Epoch [97][2700/3757] lr: 4.477e-02, eta: 2 days, 6:13:12, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5406, loss_cls: 3.2759, loss: 3.2759, grad_norm: 2.9224 2020-07-26 12:42:35,569 - mmaction - INFO - Epoch [97][2720/3757] lr: 4.477e-02, eta: 2 days, 6:12:59, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2750, top5_acc: 0.5242, loss_cls: 3.3658, loss: 3.3658, grad_norm: 2.9066 2020-07-26 12:42:47,125 - mmaction - INFO - Epoch [97][2740/3757] lr: 4.477e-02, eta: 2 days, 6:12:45, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5516, loss_cls: 3.2528, loss: 3.2528, grad_norm: 2.8477 2020-07-26 12:42:58,464 - mmaction - INFO - Epoch [97][2760/3757] lr: 4.477e-02, eta: 2 days, 6:12:31, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5758, loss_cls: 3.1878, loss: 3.1878, grad_norm: 2.9697 2020-07-26 12:43:09,904 - mmaction - INFO - Epoch [97][2780/3757] lr: 4.477e-02, eta: 2 days, 6:12:17, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5641, loss_cls: 3.2001, loss: 3.2001, grad_norm: 3.0242 2020-07-26 12:43:21,539 - mmaction - INFO - Epoch [97][2800/3757] lr: 4.477e-02, eta: 2 days, 6:12:03, time: 0.582, data_time: 0.003, memory: 5232, top1_acc: 0.3258, top5_acc: 0.5539, loss_cls: 3.2459, loss: 3.2459, grad_norm: 2.9342 2020-07-26 12:43:32,926 - mmaction - INFO - Epoch [97][2820/3757] lr: 4.477e-02, eta: 2 days, 6:11:49, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5391, loss_cls: 3.3230, loss: 3.3230, grad_norm: 2.9395 2020-07-26 12:43:44,382 - mmaction - INFO - Epoch [97][2840/3757] lr: 4.477e-02, eta: 2 days, 6:11:36, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5453, loss_cls: 3.2760, loss: 3.2760, grad_norm: 2.9091 2020-07-26 12:43:55,807 - mmaction - INFO - Epoch [97][2860/3757] lr: 4.477e-02, eta: 2 days, 6:11:22, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5484, loss_cls: 3.2509, loss: 3.2509, grad_norm: 2.8460 2020-07-26 12:44:07,210 - mmaction - INFO - Epoch [97][2880/3757] lr: 4.477e-02, eta: 2 days, 6:11:08, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5586, loss_cls: 3.1824, loss: 3.1824, grad_norm: 2.9125 2020-07-26 12:44:18,607 - mmaction - INFO - Epoch [97][2900/3757] lr: 4.477e-02, eta: 2 days, 6:10:54, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5727, loss_cls: 3.1373, loss: 3.1373, grad_norm: 2.9224 2020-07-26 12:44:29,988 - mmaction - INFO - Epoch [97][2920/3757] lr: 4.477e-02, eta: 2 days, 6:10:40, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5312, loss_cls: 3.2886, loss: 3.2886, grad_norm: 3.0333 2020-07-26 12:44:41,417 - mmaction - INFO - Epoch [97][2940/3757] lr: 4.477e-02, eta: 2 days, 6:10:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3250, top5_acc: 0.5625, loss_cls: 3.1437, loss: 3.1437, grad_norm: 2.9075 2020-07-26 12:44:52,829 - mmaction - INFO - Epoch [97][2960/3757] lr: 4.477e-02, eta: 2 days, 6:10:12, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3148, top5_acc: 0.5484, loss_cls: 3.2790, loss: 3.2790, grad_norm: 2.9054 2020-07-26 12:45:04,230 - mmaction - INFO - Epoch [97][2980/3757] lr: 4.477e-02, eta: 2 days, 6:09:58, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5578, loss_cls: 3.2213, loss: 3.2213, grad_norm: 2.8710 2020-07-26 12:45:15,660 - mmaction - INFO - Epoch [97][3000/3757] lr: 4.477e-02, eta: 2 days, 6:09:44, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5422, loss_cls: 3.2947, loss: 3.2947, grad_norm: 2.9325 2020-07-26 12:45:27,093 - mmaction - INFO - Epoch [97][3020/3757] lr: 4.477e-02, eta: 2 days, 6:09:30, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5805, loss_cls: 3.1424, loss: 3.1424, grad_norm: 2.9742 2020-07-26 12:45:38,540 - mmaction - INFO - Epoch [97][3040/3757] lr: 4.477e-02, eta: 2 days, 6:09:17, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5523, loss_cls: 3.2675, loss: 3.2675, grad_norm: 3.0124 2020-07-26 12:45:49,913 - mmaction - INFO - Epoch [97][3060/3757] lr: 4.477e-02, eta: 2 days, 6:09:03, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5250, loss_cls: 3.3364, loss: 3.3364, grad_norm: 2.9815 2020-07-26 12:46:01,312 - mmaction - INFO - Epoch [97][3080/3757] lr: 4.477e-02, eta: 2 days, 6:08:49, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5539, loss_cls: 3.2463, loss: 3.2463, grad_norm: 2.9012 2020-07-26 12:46:12,775 - mmaction - INFO - Epoch [97][3100/3757] lr: 4.477e-02, eta: 2 days, 6:08:35, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5477, loss_cls: 3.2775, loss: 3.2775, grad_norm: 2.8936 2020-07-26 12:46:24,215 - mmaction - INFO - Epoch [97][3120/3757] lr: 4.477e-02, eta: 2 days, 6:08:21, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3133, top5_acc: 0.5523, loss_cls: 3.1907, loss: 3.1907, grad_norm: 2.8686 2020-07-26 12:46:35,579 - mmaction - INFO - Epoch [97][3140/3757] lr: 4.477e-02, eta: 2 days, 6:08:07, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5484, loss_cls: 3.2851, loss: 3.2851, grad_norm: 2.9674 2020-07-26 12:46:46,981 - mmaction - INFO - Epoch [97][3160/3757] lr: 4.477e-02, eta: 2 days, 6:07:53, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5406, loss_cls: 3.2139, loss: 3.2139, grad_norm: 2.9434 2020-07-26 12:46:58,352 - mmaction - INFO - Epoch [97][3180/3757] lr: 4.477e-02, eta: 2 days, 6:07:39, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5445, loss_cls: 3.2673, loss: 3.2673, grad_norm: 3.0018 2020-07-26 12:47:09,720 - mmaction - INFO - Epoch [97][3200/3757] lr: 4.477e-02, eta: 2 days, 6:07:25, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5164, loss_cls: 3.3943, loss: 3.3943, grad_norm: 3.0056 2020-07-26 12:47:21,201 - mmaction - INFO - Epoch [97][3220/3757] lr: 4.477e-02, eta: 2 days, 6:07:11, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5242, loss_cls: 3.3348, loss: 3.3348, grad_norm: 2.9867 2020-07-26 12:47:32,729 - mmaction - INFO - Epoch [97][3240/3757] lr: 4.477e-02, eta: 2 days, 6:06:58, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5336, loss_cls: 3.2655, loss: 3.2655, grad_norm: 2.9496 2020-07-26 12:47:44,256 - mmaction - INFO - Epoch [97][3260/3757] lr: 4.477e-02, eta: 2 days, 6:06:44, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3203, top5_acc: 0.5773, loss_cls: 3.1405, loss: 3.1405, grad_norm: 2.8906 2020-07-26 12:47:55,674 - mmaction - INFO - Epoch [97][3280/3757] lr: 4.477e-02, eta: 2 days, 6:06:30, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5367, loss_cls: 3.2885, loss: 3.2885, grad_norm: 3.0113 2020-07-26 12:48:07,052 - mmaction - INFO - Epoch [97][3300/3757] lr: 4.477e-02, eta: 2 days, 6:06:16, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5547, loss_cls: 3.1977, loss: 3.1977, grad_norm: 2.9719 2020-07-26 12:48:18,515 - mmaction - INFO - Epoch [97][3320/3757] lr: 4.477e-02, eta: 2 days, 6:06:02, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5461, loss_cls: 3.2742, loss: 3.2742, grad_norm: 3.0222 2020-07-26 12:48:29,869 - mmaction - INFO - Epoch [97][3340/3757] lr: 4.477e-02, eta: 2 days, 6:05:48, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5359, loss_cls: 3.2881, loss: 3.2881, grad_norm: 2.9284 2020-07-26 12:48:41,249 - mmaction - INFO - Epoch [97][3360/3757] lr: 4.477e-02, eta: 2 days, 6:05:34, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5523, loss_cls: 3.2345, loss: 3.2345, grad_norm: 2.8955 2020-07-26 12:48:52,698 - mmaction - INFO - Epoch [97][3380/3757] lr: 4.477e-02, eta: 2 days, 6:05:20, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5398, loss_cls: 3.3197, loss: 3.3197, grad_norm: 3.0728 2020-07-26 12:49:04,146 - mmaction - INFO - Epoch [97][3400/3757] lr: 4.477e-02, eta: 2 days, 6:05:07, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5398, loss_cls: 3.2951, loss: 3.2951, grad_norm: 2.9952 2020-07-26 12:49:15,493 - mmaction - INFO - Epoch [97][3420/3757] lr: 4.477e-02, eta: 2 days, 6:04:53, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5273, loss_cls: 3.3350, loss: 3.3350, grad_norm: 2.9745 2020-07-26 12:49:26,968 - mmaction - INFO - Epoch [97][3440/3757] lr: 4.477e-02, eta: 2 days, 6:04:39, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5203, loss_cls: 3.3439, loss: 3.3439, grad_norm: 2.8979 2020-07-26 12:49:38,475 - mmaction - INFO - Epoch [97][3460/3757] lr: 4.477e-02, eta: 2 days, 6:04:25, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3180, top5_acc: 0.5641, loss_cls: 3.1336, loss: 3.1336, grad_norm: 2.8848 2020-07-26 12:49:49,852 - mmaction - INFO - Epoch [97][3480/3757] lr: 4.477e-02, eta: 2 days, 6:04:11, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5406, loss_cls: 3.2437, loss: 3.2437, grad_norm: 2.9774 2020-07-26 12:50:01,285 - mmaction - INFO - Epoch [97][3500/3757] lr: 4.477e-02, eta: 2 days, 6:03:57, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5328, loss_cls: 3.2833, loss: 3.2833, grad_norm: 2.9125 2020-07-26 12:50:12,583 - mmaction - INFO - Epoch [97][3520/3757] lr: 4.477e-02, eta: 2 days, 6:03:43, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5391, loss_cls: 3.2726, loss: 3.2726, grad_norm: 2.9032 2020-07-26 12:50:23,916 - mmaction - INFO - Epoch [97][3540/3757] lr: 4.477e-02, eta: 2 days, 6:03:29, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5352, loss_cls: 3.3210, loss: 3.3210, grad_norm: 2.9335 2020-07-26 12:50:35,276 - mmaction - INFO - Epoch [97][3560/3757] lr: 4.477e-02, eta: 2 days, 6:03:15, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2953, top5_acc: 0.5414, loss_cls: 3.2835, loss: 3.2835, grad_norm: 3.0241 2020-07-26 12:50:46,696 - mmaction - INFO - Epoch [97][3580/3757] lr: 4.477e-02, eta: 2 days, 6:03:01, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5359, loss_cls: 3.2875, loss: 3.2875, grad_norm: 2.9072 2020-07-26 12:50:58,088 - mmaction - INFO - Epoch [97][3600/3757] lr: 4.477e-02, eta: 2 days, 6:02:47, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5406, loss_cls: 3.4061, loss: 3.4061, grad_norm: 2.9628 2020-07-26 12:51:09,550 - mmaction - INFO - Epoch [97][3620/3757] lr: 4.477e-02, eta: 2 days, 6:02:33, time: 0.573, data_time: 0.006, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5430, loss_cls: 3.2829, loss: 3.2829, grad_norm: 2.8583 2020-07-26 12:51:20,768 - mmaction - INFO - Epoch [97][3640/3757] lr: 4.477e-02, eta: 2 days, 6:02:19, time: 0.561, data_time: 0.001, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5500, loss_cls: 3.2134, loss: 3.2134, grad_norm: 2.9343 2020-07-26 12:51:32,172 - mmaction - INFO - Epoch [97][3660/3757] lr: 4.477e-02, eta: 2 days, 6:02:05, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5117, loss_cls: 3.3575, loss: 3.3575, grad_norm: 2.9781 2020-07-26 12:51:43,619 - mmaction - INFO - Epoch [97][3680/3757] lr: 4.477e-02, eta: 2 days, 6:01:52, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5563, loss_cls: 3.2323, loss: 3.2323, grad_norm: 2.9042 2020-07-26 12:51:54,988 - mmaction - INFO - Epoch [97][3700/3757] lr: 4.477e-02, eta: 2 days, 6:01:38, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5656, loss_cls: 3.1982, loss: 3.1982, grad_norm: 2.8917 2020-07-26 12:52:06,363 - mmaction - INFO - Epoch [97][3720/3757] lr: 4.477e-02, eta: 2 days, 6:01:24, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5563, loss_cls: 3.2028, loss: 3.2028, grad_norm: 2.9658 2020-07-26 12:52:17,838 - mmaction - INFO - Epoch [97][3740/3757] lr: 4.477e-02, eta: 2 days, 6:01:10, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5258, loss_cls: 3.2441, loss: 3.2441, grad_norm: 2.9461 2020-07-26 12:55:26,844 - mmaction - INFO - Epoch [98][20/3757] lr: 4.391e-02, eta: 2 days, 6:04:09, time: 8.702, data_time: 8.011, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5891, loss_cls: 3.1432, loss: 3.1432, grad_norm: 2.9193 2020-07-26 12:55:38,143 - mmaction - INFO - Epoch [98][40/3757] lr: 4.391e-02, eta: 2 days, 6:03:55, time: 0.565, data_time: 0.002, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5523, loss_cls: 3.1556, loss: 3.1556, grad_norm: 2.9569 2020-07-26 12:55:49,462 - mmaction - INFO - Epoch [98][60/3757] lr: 4.391e-02, eta: 2 days, 6:03:41, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5328, loss_cls: 3.2785, loss: 3.2785, grad_norm: 3.0040 2020-07-26 12:56:00,814 - mmaction - INFO - Epoch [98][80/3757] lr: 4.391e-02, eta: 2 days, 6:03:27, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5352, loss_cls: 3.2690, loss: 3.2690, grad_norm: 2.9433 2020-07-26 12:56:12,342 - mmaction - INFO - Epoch [98][100/3757] lr: 4.391e-02, eta: 2 days, 6:03:13, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5406, loss_cls: 3.2703, loss: 3.2703, grad_norm: 2.9326 2020-07-26 12:56:23,697 - mmaction - INFO - Epoch [98][120/3757] lr: 4.391e-02, eta: 2 days, 6:02:59, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5414, loss_cls: 3.2189, loss: 3.2189, grad_norm: 3.0021 2020-07-26 12:56:35,199 - mmaction - INFO - Epoch [98][140/3757] lr: 4.391e-02, eta: 2 days, 6:02:45, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5531, loss_cls: 3.2516, loss: 3.2516, grad_norm: 2.9027 2020-07-26 12:56:46,693 - mmaction - INFO - Epoch [98][160/3757] lr: 4.391e-02, eta: 2 days, 6:02:31, time: 0.575, data_time: 0.011, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5750, loss_cls: 3.1126, loss: 3.1126, grad_norm: 2.8413 2020-07-26 12:56:58,111 - mmaction - INFO - Epoch [98][180/3757] lr: 4.391e-02, eta: 2 days, 6:02:17, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5789, loss_cls: 3.0827, loss: 3.0827, grad_norm: 2.8794 2020-07-26 12:57:09,476 - mmaction - INFO - Epoch [98][200/3757] lr: 4.391e-02, eta: 2 days, 6:02:03, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5352, loss_cls: 3.2567, loss: 3.2567, grad_norm: 2.8840 2020-07-26 12:57:20,840 - mmaction - INFO - Epoch [98][220/3757] lr: 4.391e-02, eta: 2 days, 6:01:50, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5312, loss_cls: 3.2705, loss: 3.2705, grad_norm: 2.9552 2020-07-26 12:57:32,221 - mmaction - INFO - Epoch [98][240/3757] lr: 4.391e-02, eta: 2 days, 6:01:36, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3133, top5_acc: 0.5641, loss_cls: 3.1819, loss: 3.1819, grad_norm: 2.9541 2020-07-26 12:57:50,513 - mmaction - INFO - Epoch [98][260/3757] lr: 4.391e-02, eta: 2 days, 6:01:31, time: 0.915, data_time: 0.003, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5797, loss_cls: 3.1488, loss: 3.1488, grad_norm: 2.9410 2020-07-26 12:58:08,054 - mmaction - INFO - Epoch [98][280/3757] lr: 4.391e-02, eta: 2 days, 6:01:25, time: 0.877, data_time: 0.003, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5320, loss_cls: 3.2516, loss: 3.2516, grad_norm: 2.9911 2020-07-26 12:58:25,830 - mmaction - INFO - Epoch [98][300/3757] lr: 4.391e-02, eta: 2 days, 6:01:20, time: 0.889, data_time: 0.003, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5516, loss_cls: 3.2714, loss: 3.2714, grad_norm: 2.9328 2020-07-26 12:58:37,287 - mmaction - INFO - Epoch [98][320/3757] lr: 4.391e-02, eta: 2 days, 6:01:06, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3133, top5_acc: 0.5695, loss_cls: 3.1553, loss: 3.1553, grad_norm: 2.9353 2020-07-26 12:58:48,713 - mmaction - INFO - Epoch [98][340/3757] lr: 4.391e-02, eta: 2 days, 6:00:52, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2742, top5_acc: 0.5094, loss_cls: 3.3488, loss: 3.3488, grad_norm: 3.0379 2020-07-26 12:59:00,445 - mmaction - INFO - Epoch [98][360/3757] lr: 4.391e-02, eta: 2 days, 6:00:38, time: 0.587, data_time: 0.019, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5500, loss_cls: 3.2412, loss: 3.2412, grad_norm: 2.9541 2020-07-26 12:59:11,816 - mmaction - INFO - Epoch [98][380/3757] lr: 4.391e-02, eta: 2 days, 6:00:24, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5352, loss_cls: 3.2834, loss: 3.2834, grad_norm: 3.0152 2020-07-26 12:59:23,197 - mmaction - INFO - Epoch [98][400/3757] lr: 4.391e-02, eta: 2 days, 6:00:10, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5539, loss_cls: 3.2675, loss: 3.2675, grad_norm: 3.0167 2020-07-26 12:59:34,594 - mmaction - INFO - Epoch [98][420/3757] lr: 4.391e-02, eta: 2 days, 5:59:57, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5406, loss_cls: 3.3028, loss: 3.3028, grad_norm: 3.0801 2020-07-26 12:59:46,029 - mmaction - INFO - Epoch [98][440/3757] lr: 4.391e-02, eta: 2 days, 5:59:43, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3180, top5_acc: 0.5391, loss_cls: 3.2468, loss: 3.2468, grad_norm: 2.9410 2020-07-26 12:59:57,402 - mmaction - INFO - Epoch [98][460/3757] lr: 4.391e-02, eta: 2 days, 5:59:29, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5578, loss_cls: 3.2011, loss: 3.2011, grad_norm: 3.0212 2020-07-26 13:00:13,954 - mmaction - INFO - Epoch [98][480/3757] lr: 4.391e-02, eta: 2 days, 5:59:22, time: 0.826, data_time: 0.003, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5531, loss_cls: 3.2456, loss: 3.2456, grad_norm: 2.9466 2020-07-26 13:00:25,475 - mmaction - INFO - Epoch [98][500/3757] lr: 4.391e-02, eta: 2 days, 5:59:08, time: 0.578, data_time: 0.005, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5625, loss_cls: 3.2012, loss: 3.2012, grad_norm: 2.9433 2020-07-26 13:00:36,869 - mmaction - INFO - Epoch [98][520/3757] lr: 4.391e-02, eta: 2 days, 5:58:54, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5398, loss_cls: 3.3198, loss: 3.3198, grad_norm: 2.9320 2020-07-26 13:00:48,297 - mmaction - INFO - Epoch [98][540/3757] lr: 4.391e-02, eta: 2 days, 5:58:40, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5609, loss_cls: 3.1954, loss: 3.1954, grad_norm: 3.0342 2020-07-26 13:00:59,627 - mmaction - INFO - Epoch [98][560/3757] lr: 4.391e-02, eta: 2 days, 5:58:26, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5563, loss_cls: 3.1383, loss: 3.1383, grad_norm: 2.9413 2020-07-26 13:01:10,991 - mmaction - INFO - Epoch [98][580/3757] lr: 4.391e-02, eta: 2 days, 5:58:12, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3141, top5_acc: 0.5594, loss_cls: 3.1960, loss: 3.1960, grad_norm: 3.0215 2020-07-26 13:01:22,497 - mmaction - INFO - Epoch [98][600/3757] lr: 4.391e-02, eta: 2 days, 5:57:58, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5555, loss_cls: 3.2093, loss: 3.2093, grad_norm: 2.9687 2020-07-26 13:01:33,860 - mmaction - INFO - Epoch [98][620/3757] lr: 4.391e-02, eta: 2 days, 5:57:44, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5398, loss_cls: 3.3052, loss: 3.3052, grad_norm: 2.9990 2020-07-26 13:01:45,298 - mmaction - INFO - Epoch [98][640/3757] lr: 4.391e-02, eta: 2 days, 5:57:30, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5344, loss_cls: 3.2752, loss: 3.2752, grad_norm: 2.9413 2020-07-26 13:01:56,768 - mmaction - INFO - Epoch [98][660/3757] lr: 4.391e-02, eta: 2 days, 5:57:17, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5602, loss_cls: 3.1247, loss: 3.1247, grad_norm: 2.8865 2020-07-26 13:02:08,121 - mmaction - INFO - Epoch [98][680/3757] lr: 4.391e-02, eta: 2 days, 5:57:03, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5578, loss_cls: 3.1952, loss: 3.1952, grad_norm: 2.8736 2020-07-26 13:02:19,537 - mmaction - INFO - Epoch [98][700/3757] lr: 4.391e-02, eta: 2 days, 5:56:49, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5398, loss_cls: 3.2850, loss: 3.2850, grad_norm: 3.0722 2020-07-26 13:02:30,916 - mmaction - INFO - Epoch [98][720/3757] lr: 4.391e-02, eta: 2 days, 5:56:35, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5406, loss_cls: 3.3278, loss: 3.3278, grad_norm: 3.0079 2020-07-26 13:02:42,293 - mmaction - INFO - Epoch [98][740/3757] lr: 4.391e-02, eta: 2 days, 5:56:21, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5398, loss_cls: 3.3205, loss: 3.3205, grad_norm: 2.9732 2020-07-26 13:02:53,594 - mmaction - INFO - Epoch [98][760/3757] lr: 4.391e-02, eta: 2 days, 5:56:07, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5453, loss_cls: 3.2608, loss: 3.2608, grad_norm: 2.9425 2020-07-26 13:03:05,007 - mmaction - INFO - Epoch [98][780/3757] lr: 4.391e-02, eta: 2 days, 5:55:53, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5469, loss_cls: 3.2696, loss: 3.2696, grad_norm: 2.9449 2020-07-26 13:03:16,351 - mmaction - INFO - Epoch [98][800/3757] lr: 4.391e-02, eta: 2 days, 5:55:39, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5531, loss_cls: 3.2482, loss: 3.2482, grad_norm: 3.0449 2020-07-26 13:03:27,640 - mmaction - INFO - Epoch [98][820/3757] lr: 4.391e-02, eta: 2 days, 5:55:25, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5477, loss_cls: 3.2541, loss: 3.2541, grad_norm: 2.9892 2020-07-26 13:03:39,063 - mmaction - INFO - Epoch [98][840/3757] lr: 4.391e-02, eta: 2 days, 5:55:11, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5477, loss_cls: 3.2280, loss: 3.2280, grad_norm: 2.9760 2020-07-26 13:03:50,475 - mmaction - INFO - Epoch [98][860/3757] lr: 4.391e-02, eta: 2 days, 5:54:57, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5500, loss_cls: 3.2378, loss: 3.2378, grad_norm: 2.9748 2020-07-26 13:04:01,870 - mmaction - INFO - Epoch [98][880/3757] lr: 4.391e-02, eta: 2 days, 5:54:43, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5570, loss_cls: 3.2203, loss: 3.2203, grad_norm: 2.9767 2020-07-26 13:04:13,401 - mmaction - INFO - Epoch [98][900/3757] lr: 4.391e-02, eta: 2 days, 5:54:29, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5500, loss_cls: 3.2262, loss: 3.2262, grad_norm: 2.9799 2020-07-26 13:04:24,857 - mmaction - INFO - Epoch [98][920/3757] lr: 4.391e-02, eta: 2 days, 5:54:15, time: 0.572, data_time: 0.007, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5359, loss_cls: 3.3079, loss: 3.3079, grad_norm: 2.9945 2020-07-26 13:04:36,248 - mmaction - INFO - Epoch [98][940/3757] lr: 4.391e-02, eta: 2 days, 5:54:01, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2953, top5_acc: 0.5445, loss_cls: 3.2473, loss: 3.2473, grad_norm: 2.8813 2020-07-26 13:04:47,701 - mmaction - INFO - Epoch [98][960/3757] lr: 4.391e-02, eta: 2 days, 5:53:48, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5352, loss_cls: 3.2849, loss: 3.2849, grad_norm: 2.9537 2020-07-26 13:04:59,171 - mmaction - INFO - Epoch [98][980/3757] lr: 4.391e-02, eta: 2 days, 5:53:34, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3344, top5_acc: 0.5727, loss_cls: 3.1034, loss: 3.1034, grad_norm: 2.8329 2020-07-26 13:05:10,583 - mmaction - INFO - Epoch [98][1000/3757] lr: 4.391e-02, eta: 2 days, 5:53:20, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5523, loss_cls: 3.2288, loss: 3.2288, grad_norm: 2.9861 2020-07-26 13:05:22,010 - mmaction - INFO - Epoch [98][1020/3757] lr: 4.391e-02, eta: 2 days, 5:53:06, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5469, loss_cls: 3.3278, loss: 3.3278, grad_norm: 3.0354 2020-07-26 13:05:33,389 - mmaction - INFO - Epoch [98][1040/3757] lr: 4.391e-02, eta: 2 days, 5:52:52, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5430, loss_cls: 3.2311, loss: 3.2311, grad_norm: 2.9805 2020-07-26 13:05:44,821 - mmaction - INFO - Epoch [98][1060/3757] lr: 4.391e-02, eta: 2 days, 5:52:38, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5586, loss_cls: 3.2142, loss: 3.2142, grad_norm: 2.9757 2020-07-26 13:05:56,175 - mmaction - INFO - Epoch [98][1080/3757] lr: 4.391e-02, eta: 2 days, 5:52:24, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5414, loss_cls: 3.2496, loss: 3.2496, grad_norm: 2.9499 2020-07-26 13:06:07,601 - mmaction - INFO - Epoch [98][1100/3757] lr: 4.391e-02, eta: 2 days, 5:52:10, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5547, loss_cls: 3.1441, loss: 3.1441, grad_norm: 2.9339 2020-07-26 13:06:19,014 - mmaction - INFO - Epoch [98][1120/3757] lr: 4.391e-02, eta: 2 days, 5:51:56, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5500, loss_cls: 3.2470, loss: 3.2470, grad_norm: 3.0187 2020-07-26 13:06:30,348 - mmaction - INFO - Epoch [98][1140/3757] lr: 4.391e-02, eta: 2 days, 5:51:42, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5266, loss_cls: 3.3525, loss: 3.3525, grad_norm: 3.0107 2020-07-26 13:06:41,715 - mmaction - INFO - Epoch [98][1160/3757] lr: 4.391e-02, eta: 2 days, 5:51:28, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3328, top5_acc: 0.5703, loss_cls: 3.1101, loss: 3.1101, grad_norm: 2.9057 2020-07-26 13:06:53,130 - mmaction - INFO - Epoch [98][1180/3757] lr: 4.391e-02, eta: 2 days, 5:51:15, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5344, loss_cls: 3.3166, loss: 3.3166, grad_norm: 3.0666 2020-07-26 13:07:04,668 - mmaction - INFO - Epoch [98][1200/3757] lr: 4.391e-02, eta: 2 days, 5:51:01, time: 0.577, data_time: 0.015, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5406, loss_cls: 3.2365, loss: 3.2365, grad_norm: 2.9522 2020-07-26 13:07:16,120 - mmaction - INFO - Epoch [98][1220/3757] lr: 4.391e-02, eta: 2 days, 5:50:47, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5445, loss_cls: 3.3459, loss: 3.3459, grad_norm: 3.0631 2020-07-26 13:07:27,488 - mmaction - INFO - Epoch [98][1240/3757] lr: 4.391e-02, eta: 2 days, 5:50:33, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5523, loss_cls: 3.2382, loss: 3.2382, grad_norm: 2.9806 2020-07-26 13:07:38,980 - mmaction - INFO - Epoch [98][1260/3757] lr: 4.391e-02, eta: 2 days, 5:50:19, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5594, loss_cls: 3.2283, loss: 3.2283, grad_norm: 2.9888 2020-07-26 13:07:50,438 - mmaction - INFO - Epoch [98][1280/3757] lr: 4.391e-02, eta: 2 days, 5:50:05, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5406, loss_cls: 3.2915, loss: 3.2915, grad_norm: 2.9974 2020-07-26 13:08:01,930 - mmaction - INFO - Epoch [98][1300/3757] lr: 4.391e-02, eta: 2 days, 5:49:52, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5367, loss_cls: 3.2534, loss: 3.2534, grad_norm: 2.9591 2020-07-26 13:08:13,255 - mmaction - INFO - Epoch [98][1320/3757] lr: 4.391e-02, eta: 2 days, 5:49:38, time: 0.567, data_time: 0.004, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5805, loss_cls: 3.1903, loss: 3.1903, grad_norm: 2.9947 2020-07-26 13:08:24,822 - mmaction - INFO - Epoch [98][1340/3757] lr: 4.391e-02, eta: 2 days, 5:49:24, time: 0.578, data_time: 0.015, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5539, loss_cls: 3.1499, loss: 3.1499, grad_norm: 2.8707 2020-07-26 13:08:36,325 - mmaction - INFO - Epoch [98][1360/3757] lr: 4.391e-02, eta: 2 days, 5:49:10, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5477, loss_cls: 3.2382, loss: 3.2382, grad_norm: 2.9425 2020-07-26 13:08:47,877 - mmaction - INFO - Epoch [98][1380/3757] lr: 4.391e-02, eta: 2 days, 5:48:56, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3133, top5_acc: 0.5625, loss_cls: 3.1588, loss: 3.1588, grad_norm: 2.9660 2020-07-26 13:08:59,246 - mmaction - INFO - Epoch [98][1400/3757] lr: 4.391e-02, eta: 2 days, 5:48:42, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5609, loss_cls: 3.1704, loss: 3.1704, grad_norm: 2.9586 2020-07-26 13:09:10,746 - mmaction - INFO - Epoch [98][1420/3757] lr: 4.391e-02, eta: 2 days, 5:48:29, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5609, loss_cls: 3.2175, loss: 3.2175, grad_norm: 2.9955 2020-07-26 13:09:22,252 - mmaction - INFO - Epoch [98][1440/3757] lr: 4.391e-02, eta: 2 days, 5:48:15, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5422, loss_cls: 3.2531, loss: 3.2531, grad_norm: 2.9475 2020-07-26 13:09:33,626 - mmaction - INFO - Epoch [98][1460/3757] lr: 4.391e-02, eta: 2 days, 5:48:01, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5414, loss_cls: 3.3325, loss: 3.3325, grad_norm: 2.9921 2020-07-26 13:09:45,054 - mmaction - INFO - Epoch [98][1480/3757] lr: 4.391e-02, eta: 2 days, 5:47:47, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5500, loss_cls: 3.2679, loss: 3.2679, grad_norm: 2.9197 2020-07-26 13:09:56,504 - mmaction - INFO - Epoch [98][1500/3757] lr: 4.391e-02, eta: 2 days, 5:47:33, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5258, loss_cls: 3.2679, loss: 3.2679, grad_norm: 2.8272 2020-07-26 13:10:07,938 - mmaction - INFO - Epoch [98][1520/3757] lr: 4.391e-02, eta: 2 days, 5:47:19, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5430, loss_cls: 3.2278, loss: 3.2278, grad_norm: 2.9578 2020-07-26 13:10:19,416 - mmaction - INFO - Epoch [98][1540/3757] lr: 4.391e-02, eta: 2 days, 5:47:05, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5641, loss_cls: 3.1844, loss: 3.1844, grad_norm: 2.9528 2020-07-26 13:10:30,838 - mmaction - INFO - Epoch [98][1560/3757] lr: 4.391e-02, eta: 2 days, 5:46:52, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5492, loss_cls: 3.2376, loss: 3.2376, grad_norm: 2.8688 2020-07-26 13:10:42,303 - mmaction - INFO - Epoch [98][1580/3757] lr: 4.391e-02, eta: 2 days, 5:46:38, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5312, loss_cls: 3.3138, loss: 3.3138, grad_norm: 2.9056 2020-07-26 13:10:53,716 - mmaction - INFO - Epoch [98][1600/3757] lr: 4.391e-02, eta: 2 days, 5:46:24, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5469, loss_cls: 3.1935, loss: 3.1935, grad_norm: 2.9645 2020-07-26 13:11:05,224 - mmaction - INFO - Epoch [98][1620/3757] lr: 4.391e-02, eta: 2 days, 5:46:10, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5453, loss_cls: 3.2010, loss: 3.2010, grad_norm: 2.9399 2020-07-26 13:11:16,769 - mmaction - INFO - Epoch [98][1640/3757] lr: 4.391e-02, eta: 2 days, 5:45:56, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5289, loss_cls: 3.2362, loss: 3.2362, grad_norm: 3.0026 2020-07-26 13:11:28,200 - mmaction - INFO - Epoch [98][1660/3757] lr: 4.391e-02, eta: 2 days, 5:45:43, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5320, loss_cls: 3.2320, loss: 3.2320, grad_norm: 2.9219 2020-07-26 13:11:40,084 - mmaction - INFO - Epoch [98][1680/3757] lr: 4.391e-02, eta: 2 days, 5:45:29, time: 0.594, data_time: 0.021, memory: 5232, top1_acc: 0.3141, top5_acc: 0.5734, loss_cls: 3.0822, loss: 3.0822, grad_norm: 2.9597 2020-07-26 13:11:51,487 - mmaction - INFO - Epoch [98][1700/3757] lr: 4.391e-02, eta: 2 days, 5:45:15, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5563, loss_cls: 3.2442, loss: 3.2442, grad_norm: 3.0252 2020-07-26 13:12:02,908 - mmaction - INFO - Epoch [98][1720/3757] lr: 4.391e-02, eta: 2 days, 5:45:01, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5398, loss_cls: 3.2133, loss: 3.2133, grad_norm: 2.9435 2020-07-26 13:12:14,309 - mmaction - INFO - Epoch [98][1740/3757] lr: 4.391e-02, eta: 2 days, 5:44:48, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5680, loss_cls: 3.1627, loss: 3.1627, grad_norm: 2.9943 2020-07-26 13:12:25,717 - mmaction - INFO - Epoch [98][1760/3757] lr: 4.391e-02, eta: 2 days, 5:44:34, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5508, loss_cls: 3.1946, loss: 3.1946, grad_norm: 3.0162 2020-07-26 13:12:37,040 - mmaction - INFO - Epoch [98][1780/3757] lr: 4.391e-02, eta: 2 days, 5:44:20, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5641, loss_cls: 3.1483, loss: 3.1483, grad_norm: 2.9854 2020-07-26 13:12:48,478 - mmaction - INFO - Epoch [98][1800/3757] lr: 4.391e-02, eta: 2 days, 5:44:06, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5367, loss_cls: 3.2570, loss: 3.2570, grad_norm: 2.9955 2020-07-26 13:12:59,985 - mmaction - INFO - Epoch [98][1820/3757] lr: 4.391e-02, eta: 2 days, 5:43:52, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5484, loss_cls: 3.2296, loss: 3.2296, grad_norm: 3.0083 2020-07-26 13:13:11,445 - mmaction - INFO - Epoch [98][1840/3757] lr: 4.391e-02, eta: 2 days, 5:43:38, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5477, loss_cls: 3.2761, loss: 3.2761, grad_norm: 3.0748 2020-07-26 13:13:22,935 - mmaction - INFO - Epoch [98][1860/3757] lr: 4.391e-02, eta: 2 days, 5:43:24, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5273, loss_cls: 3.3617, loss: 3.3617, grad_norm: 3.0154 2020-07-26 13:13:34,336 - mmaction - INFO - Epoch [98][1880/3757] lr: 4.391e-02, eta: 2 days, 5:43:11, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3367, top5_acc: 0.5719, loss_cls: 3.1686, loss: 3.1686, grad_norm: 2.9229 2020-07-26 13:13:45,775 - mmaction - INFO - Epoch [98][1900/3757] lr: 4.391e-02, eta: 2 days, 5:42:57, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5570, loss_cls: 3.2657, loss: 3.2657, grad_norm: 2.9251 2020-07-26 13:13:57,198 - mmaction - INFO - Epoch [98][1920/3757] lr: 4.391e-02, eta: 2 days, 5:42:43, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3133, top5_acc: 0.5625, loss_cls: 3.1407, loss: 3.1407, grad_norm: 2.8796 2020-07-26 13:14:08,568 - mmaction - INFO - Epoch [98][1940/3757] lr: 4.391e-02, eta: 2 days, 5:42:29, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2953, top5_acc: 0.5328, loss_cls: 3.3202, loss: 3.3202, grad_norm: 3.0563 2020-07-26 13:14:19,933 - mmaction - INFO - Epoch [98][1960/3757] lr: 4.391e-02, eta: 2 days, 5:42:15, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5539, loss_cls: 3.1803, loss: 3.1803, grad_norm: 2.9458 2020-07-26 13:14:31,283 - mmaction - INFO - Epoch [98][1980/3757] lr: 4.391e-02, eta: 2 days, 5:42:01, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5297, loss_cls: 3.2648, loss: 3.2648, grad_norm: 2.9804 2020-07-26 13:14:42,704 - mmaction - INFO - Epoch [98][2000/3757] lr: 4.391e-02, eta: 2 days, 5:41:47, time: 0.571, data_time: 0.005, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5539, loss_cls: 3.2708, loss: 3.2708, grad_norm: 2.9025 2020-07-26 13:14:54,169 - mmaction - INFO - Epoch [98][2020/3757] lr: 4.391e-02, eta: 2 days, 5:41:33, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5477, loss_cls: 3.2246, loss: 3.2246, grad_norm: 2.9286 2020-07-26 13:15:05,606 - mmaction - INFO - Epoch [98][2040/3757] lr: 4.391e-02, eta: 2 days, 5:41:19, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3266, top5_acc: 0.5625, loss_cls: 3.1307, loss: 3.1307, grad_norm: 2.9001 2020-07-26 13:15:17,021 - mmaction - INFO - Epoch [98][2060/3757] lr: 4.391e-02, eta: 2 days, 5:41:06, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5531, loss_cls: 3.2207, loss: 3.2207, grad_norm: 2.9883 2020-07-26 13:15:28,443 - mmaction - INFO - Epoch [98][2080/3757] lr: 4.391e-02, eta: 2 days, 5:40:52, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5297, loss_cls: 3.3354, loss: 3.3354, grad_norm: 3.0970 2020-07-26 13:15:39,918 - mmaction - INFO - Epoch [98][2100/3757] lr: 4.391e-02, eta: 2 days, 5:40:38, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5703, loss_cls: 3.2087, loss: 3.2087, grad_norm: 2.9361 2020-07-26 13:15:51,323 - mmaction - INFO - Epoch [98][2120/3757] lr: 4.391e-02, eta: 2 days, 5:40:24, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5312, loss_cls: 3.3049, loss: 3.3049, grad_norm: 2.8867 2020-07-26 13:16:02,604 - mmaction - INFO - Epoch [98][2140/3757] lr: 4.391e-02, eta: 2 days, 5:40:10, time: 0.565, data_time: 0.004, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5297, loss_cls: 3.3656, loss: 3.3656, grad_norm: 2.9266 2020-07-26 13:16:14,054 - mmaction - INFO - Epoch [98][2160/3757] lr: 4.391e-02, eta: 2 days, 5:39:56, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5305, loss_cls: 3.3079, loss: 3.3079, grad_norm: 2.9476 2020-07-26 13:16:25,498 - mmaction - INFO - Epoch [98][2180/3757] lr: 4.391e-02, eta: 2 days, 5:39:42, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5344, loss_cls: 3.2561, loss: 3.2561, grad_norm: 2.9103 2020-07-26 13:16:36,867 - mmaction - INFO - Epoch [98][2200/3757] lr: 4.391e-02, eta: 2 days, 5:39:28, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5305, loss_cls: 3.2334, loss: 3.2334, grad_norm: 2.9484 2020-07-26 13:16:48,353 - mmaction - INFO - Epoch [98][2220/3757] lr: 4.391e-02, eta: 2 days, 5:39:15, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5336, loss_cls: 3.2541, loss: 3.2541, grad_norm: 2.9087 2020-07-26 13:16:59,832 - mmaction - INFO - Epoch [98][2240/3757] lr: 4.391e-02, eta: 2 days, 5:39:01, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5531, loss_cls: 3.2264, loss: 3.2264, grad_norm: 2.9375 2020-07-26 13:17:11,293 - mmaction - INFO - Epoch [98][2260/3757] lr: 4.391e-02, eta: 2 days, 5:38:47, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5508, loss_cls: 3.2277, loss: 3.2277, grad_norm: 3.0576 2020-07-26 13:17:22,825 - mmaction - INFO - Epoch [98][2280/3757] lr: 4.391e-02, eta: 2 days, 5:38:33, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5461, loss_cls: 3.2299, loss: 3.2299, grad_norm: 2.9735 2020-07-26 13:17:34,275 - mmaction - INFO - Epoch [98][2300/3757] lr: 4.391e-02, eta: 2 days, 5:38:19, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.3180, top5_acc: 0.5742, loss_cls: 3.1255, loss: 3.1255, grad_norm: 2.9263 2020-07-26 13:17:45,934 - mmaction - INFO - Epoch [98][2320/3757] lr: 4.391e-02, eta: 2 days, 5:38:06, time: 0.583, data_time: 0.018, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5328, loss_cls: 3.3176, loss: 3.3176, grad_norm: 2.9773 2020-07-26 13:17:57,339 - mmaction - INFO - Epoch [98][2340/3757] lr: 4.391e-02, eta: 2 days, 5:37:52, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5391, loss_cls: 3.3508, loss: 3.3508, grad_norm: 2.9824 2020-07-26 13:18:08,775 - mmaction - INFO - Epoch [98][2360/3757] lr: 4.391e-02, eta: 2 days, 5:37:38, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5383, loss_cls: 3.3005, loss: 3.3005, grad_norm: 2.9593 2020-07-26 13:18:20,173 - mmaction - INFO - Epoch [98][2380/3757] lr: 4.391e-02, eta: 2 days, 5:37:24, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5109, loss_cls: 3.3753, loss: 3.3753, grad_norm: 3.0093 2020-07-26 13:18:31,633 - mmaction - INFO - Epoch [98][2400/3757] lr: 4.391e-02, eta: 2 days, 5:37:10, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5398, loss_cls: 3.2798, loss: 3.2798, grad_norm: 3.0096 2020-07-26 13:18:43,122 - mmaction - INFO - Epoch [98][2420/3757] lr: 4.391e-02, eta: 2 days, 5:36:57, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3180, top5_acc: 0.5602, loss_cls: 3.1816, loss: 3.1816, grad_norm: 2.9482 2020-07-26 13:18:54,536 - mmaction - INFO - Epoch [98][2440/3757] lr: 4.391e-02, eta: 2 days, 5:36:43, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5500, loss_cls: 3.2635, loss: 3.2635, grad_norm: 3.0259 2020-07-26 13:19:05,871 - mmaction - INFO - Epoch [98][2460/3757] lr: 4.391e-02, eta: 2 days, 5:36:29, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5266, loss_cls: 3.3239, loss: 3.3239, grad_norm: 2.9815 2020-07-26 13:19:17,302 - mmaction - INFO - Epoch [98][2480/3757] lr: 4.391e-02, eta: 2 days, 5:36:15, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5430, loss_cls: 3.2565, loss: 3.2565, grad_norm: 2.9040 2020-07-26 13:19:28,654 - mmaction - INFO - Epoch [98][2500/3757] lr: 4.391e-02, eta: 2 days, 5:36:01, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5508, loss_cls: 3.2128, loss: 3.2128, grad_norm: 3.0353 2020-07-26 13:19:40,094 - mmaction - INFO - Epoch [98][2520/3757] lr: 4.391e-02, eta: 2 days, 5:35:47, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5391, loss_cls: 3.2749, loss: 3.2749, grad_norm: 2.9534 2020-07-26 13:19:51,602 - mmaction - INFO - Epoch [98][2540/3757] lr: 4.391e-02, eta: 2 days, 5:35:33, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5594, loss_cls: 3.1817, loss: 3.1817, grad_norm: 3.0200 2020-07-26 13:20:03,245 - mmaction - INFO - Epoch [98][2560/3757] lr: 4.391e-02, eta: 2 days, 5:35:20, time: 0.582, data_time: 0.016, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5422, loss_cls: 3.3144, loss: 3.3144, grad_norm: 3.0145 2020-07-26 13:20:15,124 - mmaction - INFO - Epoch [98][2580/3757] lr: 4.391e-02, eta: 2 days, 5:35:07, time: 0.593, data_time: 0.018, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5219, loss_cls: 3.2504, loss: 3.2504, grad_norm: 2.8780 2020-07-26 13:20:26,950 - mmaction - INFO - Epoch [98][2600/3757] lr: 4.391e-02, eta: 2 days, 5:34:53, time: 0.592, data_time: 0.017, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5445, loss_cls: 3.2360, loss: 3.2360, grad_norm: 3.0134 2020-07-26 13:20:38,724 - mmaction - INFO - Epoch [98][2620/3757] lr: 4.391e-02, eta: 2 days, 5:34:40, time: 0.589, data_time: 0.025, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5547, loss_cls: 3.2427, loss: 3.2427, grad_norm: 2.9468 2020-07-26 13:20:50,552 - mmaction - INFO - Epoch [98][2640/3757] lr: 4.391e-02, eta: 2 days, 5:34:27, time: 0.591, data_time: 0.022, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5133, loss_cls: 3.3807, loss: 3.3807, grad_norm: 3.0030 2020-07-26 13:21:02,183 - mmaction - INFO - Epoch [98][2660/3757] lr: 4.391e-02, eta: 2 days, 5:34:13, time: 0.582, data_time: 0.017, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5547, loss_cls: 3.1850, loss: 3.1850, grad_norm: 2.9221 2020-07-26 13:21:13,573 - mmaction - INFO - Epoch [98][2680/3757] lr: 4.391e-02, eta: 2 days, 5:33:59, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5508, loss_cls: 3.2732, loss: 3.2732, grad_norm: 3.0057 2020-07-26 13:21:25,080 - mmaction - INFO - Epoch [98][2700/3757] lr: 4.391e-02, eta: 2 days, 5:33:45, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3141, top5_acc: 0.5602, loss_cls: 3.1882, loss: 3.1882, grad_norm: 2.9954 2020-07-26 13:21:36,558 - mmaction - INFO - Epoch [98][2720/3757] lr: 4.391e-02, eta: 2 days, 5:33:31, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5320, loss_cls: 3.3036, loss: 3.3036, grad_norm: 2.9730 2020-07-26 13:21:48,056 - mmaction - INFO - Epoch [98][2740/3757] lr: 4.391e-02, eta: 2 days, 5:33:18, time: 0.575, data_time: 0.002, memory: 5232, top1_acc: 0.3180, top5_acc: 0.5609, loss_cls: 3.1782, loss: 3.1782, grad_norm: 2.9323 2020-07-26 13:21:59,534 - mmaction - INFO - Epoch [98][2760/3757] lr: 4.391e-02, eta: 2 days, 5:33:04, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5328, loss_cls: 3.3981, loss: 3.3981, grad_norm: 2.9860 2020-07-26 13:22:10,922 - mmaction - INFO - Epoch [98][2780/3757] lr: 4.391e-02, eta: 2 days, 5:32:50, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5484, loss_cls: 3.3048, loss: 3.3048, grad_norm: 2.9406 2020-07-26 13:22:22,392 - mmaction - INFO - Epoch [98][2800/3757] lr: 4.391e-02, eta: 2 days, 5:32:36, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5391, loss_cls: 3.3169, loss: 3.3169, grad_norm: 2.8519 2020-07-26 13:22:33,832 - mmaction - INFO - Epoch [98][2820/3757] lr: 4.391e-02, eta: 2 days, 5:32:22, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5273, loss_cls: 3.2533, loss: 3.2533, grad_norm: 2.9147 2020-07-26 13:22:45,215 - mmaction - INFO - Epoch [98][2840/3757] lr: 4.391e-02, eta: 2 days, 5:32:09, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3180, top5_acc: 0.5539, loss_cls: 3.1561, loss: 3.1561, grad_norm: 2.9247 2020-07-26 13:22:56,601 - mmaction - INFO - Epoch [98][2860/3757] lr: 4.391e-02, eta: 2 days, 5:31:55, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5586, loss_cls: 3.2239, loss: 3.2239, grad_norm: 2.9829 2020-07-26 13:23:08,131 - mmaction - INFO - Epoch [98][2880/3757] lr: 4.391e-02, eta: 2 days, 5:31:41, time: 0.577, data_time: 0.013, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5320, loss_cls: 3.2542, loss: 3.2542, grad_norm: 3.0563 2020-07-26 13:23:19,798 - mmaction - INFO - Epoch [98][2900/3757] lr: 4.391e-02, eta: 2 days, 5:31:27, time: 0.583, data_time: 0.018, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5312, loss_cls: 3.2818, loss: 3.2818, grad_norm: 2.9327 2020-07-26 13:23:31,713 - mmaction - INFO - Epoch [98][2920/3757] lr: 4.391e-02, eta: 2 days, 5:31:14, time: 0.595, data_time: 0.027, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5359, loss_cls: 3.3379, loss: 3.3379, grad_norm: 3.0109 2020-07-26 13:23:43,463 - mmaction - INFO - Epoch [98][2940/3757] lr: 4.391e-02, eta: 2 days, 5:31:01, time: 0.588, data_time: 0.021, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5625, loss_cls: 3.1999, loss: 3.1999, grad_norm: 2.9653 2020-07-26 13:23:55,228 - mmaction - INFO - Epoch [98][2960/3757] lr: 4.391e-02, eta: 2 days, 5:30:47, time: 0.588, data_time: 0.021, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5508, loss_cls: 3.2109, loss: 3.2109, grad_norm: 2.9299 2020-07-26 13:24:07,015 - mmaction - INFO - Epoch [98][2980/3757] lr: 4.391e-02, eta: 2 days, 5:30:34, time: 0.589, data_time: 0.017, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5578, loss_cls: 3.2146, loss: 3.2146, grad_norm: 2.8838 2020-07-26 13:24:18,596 - mmaction - INFO - Epoch [98][3000/3757] lr: 4.391e-02, eta: 2 days, 5:30:20, time: 0.579, data_time: 0.004, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5477, loss_cls: 3.2291, loss: 3.2291, grad_norm: 2.8774 2020-07-26 13:24:29,926 - mmaction - INFO - Epoch [98][3020/3757] lr: 4.391e-02, eta: 2 days, 5:30:06, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5602, loss_cls: 3.1697, loss: 3.1697, grad_norm: 2.8963 2020-07-26 13:24:41,366 - mmaction - INFO - Epoch [98][3040/3757] lr: 4.391e-02, eta: 2 days, 5:29:53, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5648, loss_cls: 3.1664, loss: 3.1664, grad_norm: 2.9228 2020-07-26 13:24:56,831 - mmaction - INFO - Epoch [98][3060/3757] lr: 4.391e-02, eta: 2 days, 5:29:44, time: 0.773, data_time: 0.151, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5398, loss_cls: 3.2672, loss: 3.2672, grad_norm: 2.9279 2020-07-26 13:25:17,373 - mmaction - INFO - Epoch [98][3080/3757] lr: 4.391e-02, eta: 2 days, 5:29:42, time: 1.027, data_time: 0.268, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5297, loss_cls: 3.2778, loss: 3.2778, grad_norm: 2.9053 2020-07-26 13:25:31,057 - mmaction - INFO - Epoch [98][3100/3757] lr: 4.391e-02, eta: 2 days, 5:29:31, time: 0.684, data_time: 0.096, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5258, loss_cls: 3.3861, loss: 3.3861, grad_norm: 2.8919 2020-07-26 13:25:42,699 - mmaction - INFO - Epoch [98][3120/3757] lr: 4.391e-02, eta: 2 days, 5:29:18, time: 0.582, data_time: 0.013, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5578, loss_cls: 3.2332, loss: 3.2332, grad_norm: 2.9308 2020-07-26 13:25:54,146 - mmaction - INFO - Epoch [98][3140/3757] lr: 4.391e-02, eta: 2 days, 5:29:04, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5359, loss_cls: 3.2350, loss: 3.2350, grad_norm: 2.8763 2020-07-26 13:26:05,640 - mmaction - INFO - Epoch [98][3160/3757] lr: 4.391e-02, eta: 2 days, 5:28:50, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5563, loss_cls: 3.2198, loss: 3.2198, grad_norm: 2.9511 2020-07-26 13:26:17,418 - mmaction - INFO - Epoch [98][3180/3757] lr: 4.391e-02, eta: 2 days, 5:28:37, time: 0.589, data_time: 0.025, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5570, loss_cls: 3.2427, loss: 3.2427, grad_norm: 2.9400 2020-07-26 13:26:29,205 - mmaction - INFO - Epoch [98][3200/3757] lr: 4.391e-02, eta: 2 days, 5:28:23, time: 0.589, data_time: 0.015, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5445, loss_cls: 3.2279, loss: 3.2279, grad_norm: 3.0609 2020-07-26 13:26:40,842 - mmaction - INFO - Epoch [98][3220/3757] lr: 4.391e-02, eta: 2 days, 5:28:10, time: 0.582, data_time: 0.023, memory: 5232, top1_acc: 0.2609, top5_acc: 0.5219, loss_cls: 3.3526, loss: 3.3526, grad_norm: 2.9612 2020-07-26 13:26:52,592 - mmaction - INFO - Epoch [98][3240/3757] lr: 4.391e-02, eta: 2 days, 5:27:56, time: 0.587, data_time: 0.015, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5594, loss_cls: 3.2413, loss: 3.2413, grad_norm: 2.9627 2020-07-26 13:27:04,507 - mmaction - INFO - Epoch [98][3260/3757] lr: 4.391e-02, eta: 2 days, 5:27:43, time: 0.596, data_time: 0.025, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5281, loss_cls: 3.2978, loss: 3.2978, grad_norm: 2.8797 2020-07-26 13:27:16,261 - mmaction - INFO - Epoch [98][3280/3757] lr: 4.391e-02, eta: 2 days, 5:27:30, time: 0.588, data_time: 0.015, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5430, loss_cls: 3.2185, loss: 3.2185, grad_norm: 2.9440 2020-07-26 13:27:27,752 - mmaction - INFO - Epoch [98][3300/3757] lr: 4.391e-02, eta: 2 days, 5:27:16, time: 0.574, data_time: 0.007, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5539, loss_cls: 3.2377, loss: 3.2377, grad_norm: 2.9268 2020-07-26 13:27:39,096 - mmaction - INFO - Epoch [98][3320/3757] lr: 4.391e-02, eta: 2 days, 5:27:02, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5359, loss_cls: 3.2980, loss: 3.2980, grad_norm: 2.9029 2020-07-26 13:27:50,440 - mmaction - INFO - Epoch [98][3340/3757] lr: 4.391e-02, eta: 2 days, 5:26:48, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5484, loss_cls: 3.2481, loss: 3.2481, grad_norm: 3.0091 2020-07-26 13:28:01,878 - mmaction - INFO - Epoch [98][3360/3757] lr: 4.391e-02, eta: 2 days, 5:26:34, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5320, loss_cls: 3.3221, loss: 3.3221, grad_norm: 3.0185 2020-07-26 13:28:17,858 - mmaction - INFO - Epoch [98][3380/3757] lr: 4.391e-02, eta: 2 days, 5:26:26, time: 0.799, data_time: 0.226, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5664, loss_cls: 3.1990, loss: 3.1990, grad_norm: 2.8821 2020-07-26 13:28:29,634 - mmaction - INFO - Epoch [98][3400/3757] lr: 4.391e-02, eta: 2 days, 5:26:13, time: 0.589, data_time: 0.016, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5336, loss_cls: 3.2965, loss: 3.2965, grad_norm: 3.0168 2020-07-26 13:28:41,425 - mmaction - INFO - Epoch [98][3420/3757] lr: 4.391e-02, eta: 2 days, 5:25:59, time: 0.589, data_time: 0.024, memory: 5232, top1_acc: 0.2687, top5_acc: 0.5172, loss_cls: 3.3787, loss: 3.3787, grad_norm: 2.9874 2020-07-26 13:28:53,274 - mmaction - INFO - Epoch [98][3440/3757] lr: 4.391e-02, eta: 2 days, 5:25:46, time: 0.593, data_time: 0.027, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5398, loss_cls: 3.3652, loss: 3.3652, grad_norm: 2.9381 2020-07-26 13:29:04,941 - mmaction - INFO - Epoch [98][3460/3757] lr: 4.391e-02, eta: 2 days, 5:25:33, time: 0.584, data_time: 0.014, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5406, loss_cls: 3.3037, loss: 3.3037, grad_norm: 2.9666 2020-07-26 13:29:16,853 - mmaction - INFO - Epoch [98][3480/3757] lr: 4.391e-02, eta: 2 days, 5:25:19, time: 0.596, data_time: 0.023, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5484, loss_cls: 3.2808, loss: 3.2808, grad_norm: 2.9170 2020-07-26 13:29:28,304 - mmaction - INFO - Epoch [98][3500/3757] lr: 4.391e-02, eta: 2 days, 5:25:06, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5320, loss_cls: 3.3002, loss: 3.3002, grad_norm: 2.9101 2020-07-26 13:29:39,826 - mmaction - INFO - Epoch [98][3520/3757] lr: 4.391e-02, eta: 2 days, 5:24:52, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5719, loss_cls: 3.1740, loss: 3.1740, grad_norm: 2.8125 2020-07-26 13:29:51,283 - mmaction - INFO - Epoch [98][3540/3757] lr: 4.391e-02, eta: 2 days, 5:24:38, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5656, loss_cls: 3.1894, loss: 3.1894, grad_norm: 2.8807 2020-07-26 13:30:07,006 - mmaction - INFO - Epoch [98][3560/3757] lr: 4.391e-02, eta: 2 days, 5:24:30, time: 0.787, data_time: 0.004, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5563, loss_cls: 3.1773, loss: 3.1773, grad_norm: 2.8614 2020-07-26 13:30:23,679 - mmaction - INFO - Epoch [98][3580/3757] lr: 4.391e-02, eta: 2 days, 5:24:23, time: 0.833, data_time: 0.120, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5625, loss_cls: 3.1972, loss: 3.1972, grad_norm: 2.8823 2020-07-26 13:30:35,183 - mmaction - INFO - Epoch [98][3600/3757] lr: 4.391e-02, eta: 2 days, 5:24:09, time: 0.575, data_time: 0.007, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5453, loss_cls: 3.2562, loss: 3.2562, grad_norm: 2.9175 2020-07-26 13:30:46,777 - mmaction - INFO - Epoch [98][3620/3757] lr: 4.391e-02, eta: 2 days, 5:23:56, time: 0.579, data_time: 0.012, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5586, loss_cls: 3.2015, loss: 3.2015, grad_norm: 2.8253 2020-07-26 13:30:58,581 - mmaction - INFO - Epoch [98][3640/3757] lr: 4.391e-02, eta: 2 days, 5:23:42, time: 0.591, data_time: 0.015, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5305, loss_cls: 3.2825, loss: 3.2825, grad_norm: 2.9732 2020-07-26 13:31:10,332 - mmaction - INFO - Epoch [98][3660/3757] lr: 4.391e-02, eta: 2 days, 5:23:29, time: 0.587, data_time: 0.021, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5523, loss_cls: 3.2655, loss: 3.2655, grad_norm: 2.9642 2020-07-26 13:31:22,089 - mmaction - INFO - Epoch [98][3680/3757] lr: 4.391e-02, eta: 2 days, 5:23:15, time: 0.588, data_time: 0.019, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5406, loss_cls: 3.3028, loss: 3.3028, grad_norm: 2.9075 2020-07-26 13:31:33,622 - mmaction - INFO - Epoch [98][3700/3757] lr: 4.391e-02, eta: 2 days, 5:23:02, time: 0.577, data_time: 0.005, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5523, loss_cls: 3.2498, loss: 3.2498, grad_norm: 2.8609 2020-07-26 13:31:45,070 - mmaction - INFO - Epoch [98][3720/3757] lr: 4.391e-02, eta: 2 days, 5:22:48, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5492, loss_cls: 3.3080, loss: 3.3080, grad_norm: 2.8769 2020-07-26 13:31:56,489 - mmaction - INFO - Epoch [98][3740/3757] lr: 4.391e-02, eta: 2 days, 5:22:34, time: 0.570, data_time: 0.001, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5250, loss_cls: 3.3213, loss: 3.3213, grad_norm: 2.9225 2020-07-26 13:35:15,583 - mmaction - INFO - Epoch [99][20/3757] lr: 4.304e-02, eta: 2 days, 5:25:39, time: 9.134, data_time: 8.441, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5391, loss_cls: 3.2468, loss: 3.2468, grad_norm: 2.9625 2020-07-26 13:35:26,892 - mmaction - INFO - Epoch [99][40/3757] lr: 4.304e-02, eta: 2 days, 5:25:25, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5406, loss_cls: 3.2293, loss: 3.2293, grad_norm: 2.9067 2020-07-26 13:35:38,284 - mmaction - INFO - Epoch [99][60/3757] lr: 4.304e-02, eta: 2 days, 5:25:11, time: 0.570, data_time: 0.015, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5680, loss_cls: 3.1477, loss: 3.1477, grad_norm: 2.8860 2020-07-26 13:35:49,714 - mmaction - INFO - Epoch [99][80/3757] lr: 4.304e-02, eta: 2 days, 5:24:57, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3133, top5_acc: 0.5602, loss_cls: 3.1905, loss: 3.1905, grad_norm: 2.9230 2020-07-26 13:36:00,953 - mmaction - INFO - Epoch [99][100/3757] lr: 4.304e-02, eta: 2 days, 5:24:43, time: 0.562, data_time: 0.003, memory: 5232, top1_acc: 0.3133, top5_acc: 0.5531, loss_cls: 3.2314, loss: 3.2314, grad_norm: 2.9844 2020-07-26 13:36:12,334 - mmaction - INFO - Epoch [99][120/3757] lr: 4.304e-02, eta: 2 days, 5:24:29, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5414, loss_cls: 3.2946, loss: 3.2946, grad_norm: 2.8477 2020-07-26 13:36:23,732 - mmaction - INFO - Epoch [99][140/3757] lr: 4.304e-02, eta: 2 days, 5:24:15, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5508, loss_cls: 3.2192, loss: 3.2192, grad_norm: 2.8277 2020-07-26 13:36:35,032 - mmaction - INFO - Epoch [99][160/3757] lr: 4.304e-02, eta: 2 days, 5:24:01, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5672, loss_cls: 3.1676, loss: 3.1676, grad_norm: 2.8576 2020-07-26 13:36:46,380 - mmaction - INFO - Epoch [99][180/3757] lr: 4.304e-02, eta: 2 days, 5:23:47, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5602, loss_cls: 3.3028, loss: 3.3028, grad_norm: 2.8949 2020-07-26 13:36:57,716 - mmaction - INFO - Epoch [99][200/3757] lr: 4.304e-02, eta: 2 days, 5:23:33, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5359, loss_cls: 3.2713, loss: 3.2713, grad_norm: 2.9507 2020-07-26 13:37:09,144 - mmaction - INFO - Epoch [99][220/3757] lr: 4.304e-02, eta: 2 days, 5:23:19, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5508, loss_cls: 3.1954, loss: 3.1954, grad_norm: 2.9314 2020-07-26 13:37:20,581 - mmaction - INFO - Epoch [99][240/3757] lr: 4.304e-02, eta: 2 days, 5:23:05, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5570, loss_cls: 3.2040, loss: 3.2040, grad_norm: 2.9765 2020-07-26 13:37:31,905 - mmaction - INFO - Epoch [99][260/3757] lr: 4.304e-02, eta: 2 days, 5:22:51, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5641, loss_cls: 3.1693, loss: 3.1693, grad_norm: 2.9019 2020-07-26 13:37:43,561 - mmaction - INFO - Epoch [99][280/3757] lr: 4.304e-02, eta: 2 days, 5:22:38, time: 0.583, data_time: 0.019, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5516, loss_cls: 3.2223, loss: 3.2223, grad_norm: 3.0244 2020-07-26 13:37:54,945 - mmaction - INFO - Epoch [99][300/3757] lr: 4.304e-02, eta: 2 days, 5:22:24, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5680, loss_cls: 3.1622, loss: 3.1622, grad_norm: 2.9606 2020-07-26 13:38:06,242 - mmaction - INFO - Epoch [99][320/3757] lr: 4.304e-02, eta: 2 days, 5:22:10, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5648, loss_cls: 3.1738, loss: 3.1738, grad_norm: 3.0565 2020-07-26 13:38:17,716 - mmaction - INFO - Epoch [99][340/3757] lr: 4.304e-02, eta: 2 days, 5:21:56, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3359, top5_acc: 0.5484, loss_cls: 3.1754, loss: 3.1754, grad_norm: 2.9961 2020-07-26 13:38:29,084 - mmaction - INFO - Epoch [99][360/3757] lr: 4.304e-02, eta: 2 days, 5:21:42, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2953, top5_acc: 0.5617, loss_cls: 3.2175, loss: 3.2175, grad_norm: 3.0487 2020-07-26 13:38:40,419 - mmaction - INFO - Epoch [99][380/3757] lr: 4.304e-02, eta: 2 days, 5:21:28, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5594, loss_cls: 3.2043, loss: 3.2043, grad_norm: 3.0397 2020-07-26 13:38:51,843 - mmaction - INFO - Epoch [99][400/3757] lr: 4.304e-02, eta: 2 days, 5:21:14, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5477, loss_cls: 3.2140, loss: 3.2140, grad_norm: 3.0411 2020-07-26 13:39:03,574 - mmaction - INFO - Epoch [99][420/3757] lr: 4.304e-02, eta: 2 days, 5:21:01, time: 0.586, data_time: 0.023, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5766, loss_cls: 3.2028, loss: 3.2028, grad_norm: 2.8422 2020-07-26 13:39:15,020 - mmaction - INFO - Epoch [99][440/3757] lr: 4.304e-02, eta: 2 days, 5:20:47, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5516, loss_cls: 3.2372, loss: 3.2372, grad_norm: 3.0386 2020-07-26 13:39:26,394 - mmaction - INFO - Epoch [99][460/3757] lr: 4.304e-02, eta: 2 days, 5:20:33, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5711, loss_cls: 3.1777, loss: 3.1777, grad_norm: 3.0046 2020-07-26 13:39:37,867 - mmaction - INFO - Epoch [99][480/3757] lr: 4.304e-02, eta: 2 days, 5:20:19, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5414, loss_cls: 3.2262, loss: 3.2262, grad_norm: 2.9544 2020-07-26 13:39:49,364 - mmaction - INFO - Epoch [99][500/3757] lr: 4.304e-02, eta: 2 days, 5:20:05, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3328, top5_acc: 0.5539, loss_cls: 3.1299, loss: 3.1299, grad_norm: 2.8685 2020-07-26 13:40:00,616 - mmaction - INFO - Epoch [99][520/3757] lr: 4.304e-02, eta: 2 days, 5:19:51, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5344, loss_cls: 3.2922, loss: 3.2922, grad_norm: 3.0175 2020-07-26 13:40:11,986 - mmaction - INFO - Epoch [99][540/3757] lr: 4.304e-02, eta: 2 days, 5:19:37, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5617, loss_cls: 3.1856, loss: 3.1856, grad_norm: 2.9572 2020-07-26 13:40:23,495 - mmaction - INFO - Epoch [99][560/3757] lr: 4.304e-02, eta: 2 days, 5:19:24, time: 0.575, data_time: 0.013, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5492, loss_cls: 3.1836, loss: 3.1836, grad_norm: 3.0160 2020-07-26 13:40:35,002 - mmaction - INFO - Epoch [99][580/3757] lr: 4.304e-02, eta: 2 days, 5:19:10, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5531, loss_cls: 3.2313, loss: 3.2313, grad_norm: 2.9939 2020-07-26 13:40:46,365 - mmaction - INFO - Epoch [99][600/3757] lr: 4.304e-02, eta: 2 days, 5:18:56, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5328, loss_cls: 3.2543, loss: 3.2543, grad_norm: 3.0669 2020-07-26 13:40:57,725 - mmaction - INFO - Epoch [99][620/3757] lr: 4.304e-02, eta: 2 days, 5:18:42, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5461, loss_cls: 3.2310, loss: 3.2310, grad_norm: 3.0422 2020-07-26 13:41:09,095 - mmaction - INFO - Epoch [99][640/3757] lr: 4.304e-02, eta: 2 days, 5:18:28, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.3242, top5_acc: 0.5711, loss_cls: 3.1168, loss: 3.1168, grad_norm: 2.9768 2020-07-26 13:41:20,494 - mmaction - INFO - Epoch [99][660/3757] lr: 4.304e-02, eta: 2 days, 5:18:14, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5320, loss_cls: 3.3207, loss: 3.3207, grad_norm: 3.1378 2020-07-26 13:41:31,930 - mmaction - INFO - Epoch [99][680/3757] lr: 4.304e-02, eta: 2 days, 5:18:00, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5320, loss_cls: 3.2975, loss: 3.2975, grad_norm: 3.0544 2020-07-26 13:41:43,403 - mmaction - INFO - Epoch [99][700/3757] lr: 4.304e-02, eta: 2 days, 5:17:46, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5406, loss_cls: 3.2550, loss: 3.2550, grad_norm: 2.9445 2020-07-26 13:41:54,827 - mmaction - INFO - Epoch [99][720/3757] lr: 4.304e-02, eta: 2 days, 5:17:33, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5570, loss_cls: 3.3060, loss: 3.3060, grad_norm: 2.9196 2020-07-26 13:42:06,235 - mmaction - INFO - Epoch [99][740/3757] lr: 4.304e-02, eta: 2 days, 5:17:19, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5125, loss_cls: 3.3605, loss: 3.3605, grad_norm: 2.9951 2020-07-26 13:42:17,676 - mmaction - INFO - Epoch [99][760/3757] lr: 4.304e-02, eta: 2 days, 5:17:05, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5594, loss_cls: 3.2078, loss: 3.2078, grad_norm: 2.9515 2020-07-26 13:42:29,142 - mmaction - INFO - Epoch [99][780/3757] lr: 4.304e-02, eta: 2 days, 5:16:51, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5492, loss_cls: 3.2586, loss: 3.2586, grad_norm: 3.0155 2020-07-26 13:42:40,568 - mmaction - INFO - Epoch [99][800/3757] lr: 4.304e-02, eta: 2 days, 5:16:37, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5422, loss_cls: 3.2831, loss: 3.2831, grad_norm: 2.9587 2020-07-26 13:42:51,994 - mmaction - INFO - Epoch [99][820/3757] lr: 4.304e-02, eta: 2 days, 5:16:23, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5461, loss_cls: 3.2397, loss: 3.2397, grad_norm: 2.9989 2020-07-26 13:43:03,463 - mmaction - INFO - Epoch [99][840/3757] lr: 4.304e-02, eta: 2 days, 5:16:10, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5422, loss_cls: 3.2533, loss: 3.2533, grad_norm: 2.9769 2020-07-26 13:43:14,804 - mmaction - INFO - Epoch [99][860/3757] lr: 4.304e-02, eta: 2 days, 5:15:56, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5617, loss_cls: 3.1918, loss: 3.1918, grad_norm: 3.0027 2020-07-26 13:43:26,245 - mmaction - INFO - Epoch [99][880/3757] lr: 4.304e-02, eta: 2 days, 5:15:42, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5500, loss_cls: 3.2387, loss: 3.2387, grad_norm: 2.9939 2020-07-26 13:43:38,098 - mmaction - INFO - Epoch [99][900/3757] lr: 4.304e-02, eta: 2 days, 5:15:29, time: 0.593, data_time: 0.024, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5344, loss_cls: 3.2819, loss: 3.2819, grad_norm: 2.9766 2020-07-26 13:43:49,978 - mmaction - INFO - Epoch [99][920/3757] lr: 4.304e-02, eta: 2 days, 5:15:15, time: 0.593, data_time: 0.025, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5594, loss_cls: 3.1732, loss: 3.1732, grad_norm: 2.9234 2020-07-26 13:44:01,670 - mmaction - INFO - Epoch [99][940/3757] lr: 4.304e-02, eta: 2 days, 5:15:02, time: 0.585, data_time: 0.018, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5281, loss_cls: 3.3216, loss: 3.3216, grad_norm: 2.9361 2020-07-26 13:44:13,542 - mmaction - INFO - Epoch [99][960/3757] lr: 4.304e-02, eta: 2 days, 5:14:48, time: 0.594, data_time: 0.025, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5344, loss_cls: 3.2606, loss: 3.2606, grad_norm: 2.9690 2020-07-26 13:44:25,387 - mmaction - INFO - Epoch [99][980/3757] lr: 4.304e-02, eta: 2 days, 5:14:35, time: 0.593, data_time: 0.016, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5305, loss_cls: 3.2936, loss: 3.2936, grad_norm: 2.9718 2020-07-26 13:44:36,872 - mmaction - INFO - Epoch [99][1000/3757] lr: 4.304e-02, eta: 2 days, 5:14:21, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5484, loss_cls: 3.1911, loss: 3.1911, grad_norm: 2.8904 2020-07-26 13:44:48,402 - mmaction - INFO - Epoch [99][1020/3757] lr: 4.304e-02, eta: 2 days, 5:14:08, time: 0.576, data_time: 0.008, memory: 5232, top1_acc: 0.3133, top5_acc: 0.5594, loss_cls: 3.2179, loss: 3.2179, grad_norm: 2.9274 2020-07-26 13:44:59,898 - mmaction - INFO - Epoch [99][1040/3757] lr: 4.304e-02, eta: 2 days, 5:13:54, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5461, loss_cls: 3.2052, loss: 3.2052, grad_norm: 2.9754 2020-07-26 13:45:11,322 - mmaction - INFO - Epoch [99][1060/3757] lr: 4.304e-02, eta: 2 days, 5:13:40, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5563, loss_cls: 3.2217, loss: 3.2217, grad_norm: 2.9953 2020-07-26 13:45:26,939 - mmaction - INFO - Epoch [99][1080/3757] lr: 4.304e-02, eta: 2 days, 5:13:32, time: 0.781, data_time: 0.216, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5219, loss_cls: 3.3612, loss: 3.3612, grad_norm: 2.9822 2020-07-26 13:45:42,503 - mmaction - INFO - Epoch [99][1100/3757] lr: 4.304e-02, eta: 2 days, 5:13:23, time: 0.779, data_time: 0.161, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5352, loss_cls: 3.3375, loss: 3.3375, grad_norm: 2.9478 2020-07-26 13:45:54,321 - mmaction - INFO - Epoch [99][1120/3757] lr: 4.304e-02, eta: 2 days, 5:13:10, time: 0.591, data_time: 0.022, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5414, loss_cls: 3.2318, loss: 3.2318, grad_norm: 2.9026 2020-07-26 13:46:06,000 - mmaction - INFO - Epoch [99][1140/3757] lr: 4.304e-02, eta: 2 days, 5:12:56, time: 0.584, data_time: 0.016, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5484, loss_cls: 3.2366, loss: 3.2366, grad_norm: 2.9410 2020-07-26 13:46:17,923 - mmaction - INFO - Epoch [99][1160/3757] lr: 4.304e-02, eta: 2 days, 5:12:43, time: 0.596, data_time: 0.025, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5555, loss_cls: 3.2600, loss: 3.2600, grad_norm: 2.9717 2020-07-26 13:46:29,625 - mmaction - INFO - Epoch [99][1180/3757] lr: 4.304e-02, eta: 2 days, 5:12:30, time: 0.585, data_time: 0.016, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5563, loss_cls: 3.2421, loss: 3.2421, grad_norm: 2.9719 2020-07-26 13:46:41,324 - mmaction - INFO - Epoch [99][1200/3757] lr: 4.304e-02, eta: 2 days, 5:12:16, time: 0.585, data_time: 0.021, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5461, loss_cls: 3.1972, loss: 3.1972, grad_norm: 2.9395 2020-07-26 13:46:54,647 - mmaction - INFO - Epoch [99][1220/3757] lr: 4.304e-02, eta: 2 days, 5:12:05, time: 0.666, data_time: 0.003, memory: 5232, top1_acc: 0.3258, top5_acc: 0.5602, loss_cls: 3.1676, loss: 3.1676, grad_norm: 2.9569 2020-07-26 13:47:06,002 - mmaction - INFO - Epoch [99][1240/3757] lr: 4.304e-02, eta: 2 days, 5:11:51, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2953, top5_acc: 0.5437, loss_cls: 3.2608, loss: 3.2608, grad_norm: 2.9554 2020-07-26 13:47:17,861 - mmaction - INFO - Epoch [99][1260/3757] lr: 4.304e-02, eta: 2 days, 5:11:37, time: 0.592, data_time: 0.015, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5516, loss_cls: 3.2615, loss: 3.2615, grad_norm: 2.9565 2020-07-26 13:47:29,572 - mmaction - INFO - Epoch [99][1280/3757] lr: 4.304e-02, eta: 2 days, 5:11:24, time: 0.586, data_time: 0.024, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5336, loss_cls: 3.2750, loss: 3.2750, grad_norm: 2.9063 2020-07-26 13:47:41,349 - mmaction - INFO - Epoch [99][1300/3757] lr: 4.304e-02, eta: 2 days, 5:11:11, time: 0.589, data_time: 0.019, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5523, loss_cls: 3.2423, loss: 3.2423, grad_norm: 2.8896 2020-07-26 13:47:53,124 - mmaction - INFO - Epoch [99][1320/3757] lr: 4.304e-02, eta: 2 days, 5:10:57, time: 0.588, data_time: 0.025, memory: 5232, top1_acc: 0.3180, top5_acc: 0.5672, loss_cls: 3.1707, loss: 3.1707, grad_norm: 2.8843 2020-07-26 13:48:04,848 - mmaction - INFO - Epoch [99][1340/3757] lr: 4.304e-02, eta: 2 days, 5:10:44, time: 0.587, data_time: 0.017, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5469, loss_cls: 3.2558, loss: 3.2558, grad_norm: 2.9461 2020-07-26 13:48:16,610 - mmaction - INFO - Epoch [99][1360/3757] lr: 4.304e-02, eta: 2 days, 5:10:30, time: 0.588, data_time: 0.023, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5406, loss_cls: 3.2013, loss: 3.2013, grad_norm: 2.9769 2020-07-26 13:48:28,018 - mmaction - INFO - Epoch [99][1380/3757] lr: 4.304e-02, eta: 2 days, 5:10:16, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3180, top5_acc: 0.5539, loss_cls: 3.1826, loss: 3.1826, grad_norm: 2.8649 2020-07-26 13:48:39,542 - mmaction - INFO - Epoch [99][1400/3757] lr: 4.304e-02, eta: 2 days, 5:10:03, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5484, loss_cls: 3.2380, loss: 3.2380, grad_norm: 3.0924 2020-07-26 13:48:50,989 - mmaction - INFO - Epoch [99][1420/3757] lr: 4.304e-02, eta: 2 days, 5:09:49, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5602, loss_cls: 3.2029, loss: 3.2029, grad_norm: 2.9040 2020-07-26 13:49:02,499 - mmaction - INFO - Epoch [99][1440/3757] lr: 4.304e-02, eta: 2 days, 5:09:35, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5461, loss_cls: 3.2435, loss: 3.2435, grad_norm: 3.0460 2020-07-26 13:49:18,099 - mmaction - INFO - Epoch [99][1460/3757] lr: 4.304e-02, eta: 2 days, 5:09:27, time: 0.780, data_time: 0.125, memory: 5232, top1_acc: 0.3148, top5_acc: 0.5422, loss_cls: 3.2635, loss: 3.2635, grad_norm: 3.0412 2020-07-26 13:49:34,677 - mmaction - INFO - Epoch [99][1480/3757] lr: 4.304e-02, eta: 2 days, 5:09:19, time: 0.829, data_time: 0.271, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5406, loss_cls: 3.2585, loss: 3.2585, grad_norm: 3.0216 2020-07-26 13:49:46,425 - mmaction - INFO - Epoch [99][1500/3757] lr: 4.304e-02, eta: 2 days, 5:09:06, time: 0.587, data_time: 0.015, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5602, loss_cls: 3.2121, loss: 3.2121, grad_norm: 2.9753 2020-07-26 13:49:58,272 - mmaction - INFO - Epoch [99][1520/3757] lr: 4.304e-02, eta: 2 days, 5:08:53, time: 0.593, data_time: 0.025, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5406, loss_cls: 3.2663, loss: 3.2663, grad_norm: 2.9947 2020-07-26 13:50:09,942 - mmaction - INFO - Epoch [99][1540/3757] lr: 4.304e-02, eta: 2 days, 5:08:39, time: 0.584, data_time: 0.017, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5484, loss_cls: 3.2601, loss: 3.2601, grad_norm: 2.9906 2020-07-26 13:50:21,826 - mmaction - INFO - Epoch [99][1560/3757] lr: 4.304e-02, eta: 2 days, 5:08:26, time: 0.594, data_time: 0.024, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5492, loss_cls: 3.2543, loss: 3.2543, grad_norm: 3.0513 2020-07-26 13:50:33,484 - mmaction - INFO - Epoch [99][1580/3757] lr: 4.304e-02, eta: 2 days, 5:08:12, time: 0.583, data_time: 0.021, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5711, loss_cls: 3.1552, loss: 3.1552, grad_norm: 2.9349 2020-07-26 13:50:44,894 - mmaction - INFO - Epoch [99][1600/3757] lr: 4.304e-02, eta: 2 days, 5:07:59, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5367, loss_cls: 3.2889, loss: 3.2889, grad_norm: 3.0560 2020-07-26 13:50:56,313 - mmaction - INFO - Epoch [99][1620/3757] lr: 4.304e-02, eta: 2 days, 5:07:45, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5289, loss_cls: 3.3459, loss: 3.3459, grad_norm: 3.0887 2020-07-26 13:51:07,776 - mmaction - INFO - Epoch [99][1640/3757] lr: 4.304e-02, eta: 2 days, 5:07:31, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5508, loss_cls: 3.2221, loss: 3.2221, grad_norm: 2.9785 2020-07-26 13:51:23,159 - mmaction - INFO - Epoch [99][1660/3757] lr: 4.304e-02, eta: 2 days, 5:07:22, time: 0.770, data_time: 0.150, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5602, loss_cls: 3.1940, loss: 3.1940, grad_norm: 2.9628 2020-07-26 13:51:34,979 - mmaction - INFO - Epoch [99][1680/3757] lr: 4.304e-02, eta: 2 days, 5:07:09, time: 0.591, data_time: 0.026, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5445, loss_cls: 3.2702, loss: 3.2702, grad_norm: 2.9915 2020-07-26 13:51:46,737 - mmaction - INFO - Epoch [99][1700/3757] lr: 4.304e-02, eta: 2 days, 5:06:55, time: 0.587, data_time: 0.021, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5773, loss_cls: 3.1210, loss: 3.1210, grad_norm: 2.9633 2020-07-26 13:51:58,525 - mmaction - INFO - Epoch [99][1720/3757] lr: 4.304e-02, eta: 2 days, 5:06:42, time: 0.590, data_time: 0.024, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5469, loss_cls: 3.2367, loss: 3.2367, grad_norm: 2.9858 2020-07-26 13:52:10,242 - mmaction - INFO - Epoch [99][1740/3757] lr: 4.304e-02, eta: 2 days, 5:06:29, time: 0.585, data_time: 0.015, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5695, loss_cls: 3.1935, loss: 3.1935, grad_norm: 2.9747 2020-07-26 13:52:21,982 - mmaction - INFO - Epoch [99][1760/3757] lr: 4.304e-02, eta: 2 days, 5:06:15, time: 0.587, data_time: 0.025, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5414, loss_cls: 3.2780, loss: 3.2780, grad_norm: 3.0256 2020-07-26 13:52:33,360 - mmaction - INFO - Epoch [99][1780/3757] lr: 4.304e-02, eta: 2 days, 5:06:01, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5570, loss_cls: 3.2172, loss: 3.2172, grad_norm: 2.8849 2020-07-26 13:52:44,709 - mmaction - INFO - Epoch [99][1800/3757] lr: 4.304e-02, eta: 2 days, 5:05:47, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5477, loss_cls: 3.2538, loss: 3.2538, grad_norm: 3.0580 2020-07-26 13:52:56,066 - mmaction - INFO - Epoch [99][1820/3757] lr: 4.304e-02, eta: 2 days, 5:05:33, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5305, loss_cls: 3.3375, loss: 3.3375, grad_norm: 3.0611 2020-07-26 13:53:07,439 - mmaction - INFO - Epoch [99][1840/3757] lr: 4.304e-02, eta: 2 days, 5:05:19, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5328, loss_cls: 3.2577, loss: 3.2577, grad_norm: 2.9581 2020-07-26 13:53:18,834 - mmaction - INFO - Epoch [99][1860/3757] lr: 4.304e-02, eta: 2 days, 5:05:06, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5469, loss_cls: 3.2755, loss: 3.2755, grad_norm: 2.9941 2020-07-26 13:53:30,194 - mmaction - INFO - Epoch [99][1880/3757] lr: 4.304e-02, eta: 2 days, 5:04:52, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5289, loss_cls: 3.2989, loss: 3.2989, grad_norm: 2.9735 2020-07-26 13:53:41,624 - mmaction - INFO - Epoch [99][1900/3757] lr: 4.304e-02, eta: 2 days, 5:04:38, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5750, loss_cls: 3.1684, loss: 3.1684, grad_norm: 2.9855 2020-07-26 13:53:53,129 - mmaction - INFO - Epoch [99][1920/3757] lr: 4.304e-02, eta: 2 days, 5:04:24, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5664, loss_cls: 3.1045, loss: 3.1045, grad_norm: 2.9277 2020-07-26 13:54:04,539 - mmaction - INFO - Epoch [99][1940/3757] lr: 4.304e-02, eta: 2 days, 5:04:10, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5437, loss_cls: 3.2948, loss: 3.2948, grad_norm: 3.0471 2020-07-26 13:54:15,988 - mmaction - INFO - Epoch [99][1960/3757] lr: 4.304e-02, eta: 2 days, 5:03:56, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3148, top5_acc: 0.5352, loss_cls: 3.2582, loss: 3.2582, grad_norm: 2.9729 2020-07-26 13:54:27,378 - mmaction - INFO - Epoch [99][1980/3757] lr: 4.304e-02, eta: 2 days, 5:03:43, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5711, loss_cls: 3.1625, loss: 3.1625, grad_norm: 3.0068 2020-07-26 13:54:38,861 - mmaction - INFO - Epoch [99][2000/3757] lr: 4.304e-02, eta: 2 days, 5:03:29, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5484, loss_cls: 3.2278, loss: 3.2278, grad_norm: 3.0244 2020-07-26 13:54:50,291 - mmaction - INFO - Epoch [99][2020/3757] lr: 4.304e-02, eta: 2 days, 5:03:15, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5563, loss_cls: 3.2213, loss: 3.2213, grad_norm: 3.1221 2020-07-26 13:55:01,857 - mmaction - INFO - Epoch [99][2040/3757] lr: 4.304e-02, eta: 2 days, 5:03:01, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5500, loss_cls: 3.1786, loss: 3.1786, grad_norm: 2.9913 2020-07-26 13:55:13,141 - mmaction - INFO - Epoch [99][2060/3757] lr: 4.304e-02, eta: 2 days, 5:02:47, time: 0.564, data_time: 0.001, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5531, loss_cls: 3.1682, loss: 3.1682, grad_norm: 2.9892 2020-07-26 13:55:24,567 - mmaction - INFO - Epoch [99][2080/3757] lr: 4.304e-02, eta: 2 days, 5:02:33, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3336, top5_acc: 0.5734, loss_cls: 3.1071, loss: 3.1071, grad_norm: 2.9550 2020-07-26 13:55:36,017 - mmaction - INFO - Epoch [99][2100/3757] lr: 4.304e-02, eta: 2 days, 5:02:20, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5398, loss_cls: 3.2348, loss: 3.2348, grad_norm: 3.0709 2020-07-26 13:55:47,499 - mmaction - INFO - Epoch [99][2120/3757] lr: 4.304e-02, eta: 2 days, 5:02:06, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5586, loss_cls: 3.2308, loss: 3.2308, grad_norm: 3.0711 2020-07-26 13:55:58,946 - mmaction - INFO - Epoch [99][2140/3757] lr: 4.304e-02, eta: 2 days, 5:01:52, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5680, loss_cls: 3.1985, loss: 3.1985, grad_norm: 2.9263 2020-07-26 13:56:10,391 - mmaction - INFO - Epoch [99][2160/3757] lr: 4.304e-02, eta: 2 days, 5:01:38, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5719, loss_cls: 3.1834, loss: 3.1834, grad_norm: 2.9999 2020-07-26 13:56:21,805 - mmaction - INFO - Epoch [99][2180/3757] lr: 4.304e-02, eta: 2 days, 5:01:24, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5578, loss_cls: 3.2605, loss: 3.2605, grad_norm: 2.9542 2020-07-26 13:56:33,275 - mmaction - INFO - Epoch [99][2200/3757] lr: 4.304e-02, eta: 2 days, 5:01:11, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5516, loss_cls: 3.2435, loss: 3.2435, grad_norm: 2.9960 2020-07-26 13:56:44,760 - mmaction - INFO - Epoch [99][2220/3757] lr: 4.304e-02, eta: 2 days, 5:00:57, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5516, loss_cls: 3.2453, loss: 3.2453, grad_norm: 3.0505 2020-07-26 13:56:56,193 - mmaction - INFO - Epoch [99][2240/3757] lr: 4.304e-02, eta: 2 days, 5:00:43, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5453, loss_cls: 3.2236, loss: 3.2236, grad_norm: 2.9880 2020-07-26 13:57:07,624 - mmaction - INFO - Epoch [99][2260/3757] lr: 4.304e-02, eta: 2 days, 5:00:29, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5570, loss_cls: 3.2436, loss: 3.2436, grad_norm: 2.9856 2020-07-26 13:57:18,865 - mmaction - INFO - Epoch [99][2280/3757] lr: 4.304e-02, eta: 2 days, 5:00:15, time: 0.562, data_time: 0.003, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5445, loss_cls: 3.2841, loss: 3.2841, grad_norm: 2.9680 2020-07-26 13:57:30,110 - mmaction - INFO - Epoch [99][2300/3757] lr: 4.304e-02, eta: 2 days, 5:00:01, time: 0.562, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5492, loss_cls: 3.2290, loss: 3.2290, grad_norm: 2.9353 2020-07-26 13:57:41,639 - mmaction - INFO - Epoch [99][2320/3757] lr: 4.304e-02, eta: 2 days, 4:59:47, time: 0.576, data_time: 0.015, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5547, loss_cls: 3.1750, loss: 3.1750, grad_norm: 2.9399 2020-07-26 13:57:52,955 - mmaction - INFO - Epoch [99][2340/3757] lr: 4.304e-02, eta: 2 days, 4:59:33, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5820, loss_cls: 3.1596, loss: 3.1596, grad_norm: 3.0190 2020-07-26 13:58:04,244 - mmaction - INFO - Epoch [99][2360/3757] lr: 4.304e-02, eta: 2 days, 4:59:19, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5492, loss_cls: 3.2857, loss: 3.2857, grad_norm: 3.1281 2020-07-26 13:58:15,757 - mmaction - INFO - Epoch [99][2380/3757] lr: 4.304e-02, eta: 2 days, 4:59:06, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5445, loss_cls: 3.2486, loss: 3.2486, grad_norm: 3.0386 2020-07-26 13:58:27,151 - mmaction - INFO - Epoch [99][2400/3757] lr: 4.304e-02, eta: 2 days, 4:58:52, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5602, loss_cls: 3.2515, loss: 3.2515, grad_norm: 2.9395 2020-07-26 13:58:38,536 - mmaction - INFO - Epoch [99][2420/3757] lr: 4.304e-02, eta: 2 days, 4:58:38, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5594, loss_cls: 3.1826, loss: 3.1826, grad_norm: 3.0155 2020-07-26 13:58:49,993 - mmaction - INFO - Epoch [99][2440/3757] lr: 4.304e-02, eta: 2 days, 4:58:24, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3242, top5_acc: 0.5828, loss_cls: 3.1041, loss: 3.1041, grad_norm: 3.0141 2020-07-26 13:59:01,396 - mmaction - INFO - Epoch [99][2460/3757] lr: 4.304e-02, eta: 2 days, 4:58:10, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5266, loss_cls: 3.3381, loss: 3.3381, grad_norm: 3.0731 2020-07-26 13:59:13,012 - mmaction - INFO - Epoch [99][2480/3757] lr: 4.304e-02, eta: 2 days, 4:57:57, time: 0.581, data_time: 0.017, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5516, loss_cls: 3.2123, loss: 3.2123, grad_norm: 2.8943 2020-07-26 13:59:24,391 - mmaction - INFO - Epoch [99][2500/3757] lr: 4.304e-02, eta: 2 days, 4:57:43, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5500, loss_cls: 3.2551, loss: 3.2551, grad_norm: 2.9977 2020-07-26 13:59:35,763 - mmaction - INFO - Epoch [99][2520/3757] lr: 4.304e-02, eta: 2 days, 4:57:29, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5367, loss_cls: 3.3377, loss: 3.3377, grad_norm: 2.9404 2020-07-26 13:59:47,166 - mmaction - INFO - Epoch [99][2540/3757] lr: 4.304e-02, eta: 2 days, 4:57:15, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5031, loss_cls: 3.4567, loss: 3.4567, grad_norm: 2.9335 2020-07-26 13:59:58,567 - mmaction - INFO - Epoch [99][2560/3757] lr: 4.304e-02, eta: 2 days, 4:57:01, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5383, loss_cls: 3.2937, loss: 3.2937, grad_norm: 3.0094 2020-07-26 14:00:16,130 - mmaction - INFO - Epoch [99][2580/3757] lr: 4.304e-02, eta: 2 days, 4:56:55, time: 0.873, data_time: 0.005, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5664, loss_cls: 3.2052, loss: 3.2052, grad_norm: 3.0150 2020-07-26 14:00:27,688 - mmaction - INFO - Epoch [99][2600/3757] lr: 4.304e-02, eta: 2 days, 4:56:42, time: 0.583, data_time: 0.009, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5586, loss_cls: 3.2354, loss: 3.2354, grad_norm: 3.0118 2020-07-26 14:00:39,120 - mmaction - INFO - Epoch [99][2620/3757] lr: 4.304e-02, eta: 2 days, 4:56:28, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5453, loss_cls: 3.2756, loss: 3.2756, grad_norm: 2.9897 2020-07-26 14:00:50,635 - mmaction - INFO - Epoch [99][2640/3757] lr: 4.304e-02, eta: 2 days, 4:56:14, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5320, loss_cls: 3.2713, loss: 3.2713, grad_norm: 2.9534 2020-07-26 14:01:03,012 - mmaction - INFO - Epoch [99][2660/3757] lr: 4.304e-02, eta: 2 days, 4:56:02, time: 0.619, data_time: 0.003, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5391, loss_cls: 3.3080, loss: 3.3080, grad_norm: 2.9409 2020-07-26 14:01:14,421 - mmaction - INFO - Epoch [99][2680/3757] lr: 4.304e-02, eta: 2 days, 4:55:48, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5563, loss_cls: 3.2154, loss: 3.2154, grad_norm: 2.9320 2020-07-26 14:01:25,879 - mmaction - INFO - Epoch [99][2700/3757] lr: 4.304e-02, eta: 2 days, 4:55:34, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5656, loss_cls: 3.1741, loss: 3.1741, grad_norm: 2.9084 2020-07-26 14:01:37,269 - mmaction - INFO - Epoch [99][2720/3757] lr: 4.304e-02, eta: 2 days, 4:55:20, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5641, loss_cls: 3.1514, loss: 3.1514, grad_norm: 2.9542 2020-07-26 14:01:48,689 - mmaction - INFO - Epoch [99][2740/3757] lr: 4.304e-02, eta: 2 days, 4:55:06, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5391, loss_cls: 3.2487, loss: 3.2487, grad_norm: 3.0269 2020-07-26 14:02:00,105 - mmaction - INFO - Epoch [99][2760/3757] lr: 4.304e-02, eta: 2 days, 4:54:52, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5687, loss_cls: 3.1777, loss: 3.1777, grad_norm: 2.9960 2020-07-26 14:02:11,498 - mmaction - INFO - Epoch [99][2780/3757] lr: 4.304e-02, eta: 2 days, 4:54:39, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5516, loss_cls: 3.2221, loss: 3.2221, grad_norm: 2.9886 2020-07-26 14:02:22,909 - mmaction - INFO - Epoch [99][2800/3757] lr: 4.304e-02, eta: 2 days, 4:54:25, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5352, loss_cls: 3.2351, loss: 3.2351, grad_norm: 2.9765 2020-07-26 14:02:34,315 - mmaction - INFO - Epoch [99][2820/3757] lr: 4.304e-02, eta: 2 days, 4:54:11, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5383, loss_cls: 3.3169, loss: 3.3169, grad_norm: 3.0253 2020-07-26 14:02:45,805 - mmaction - INFO - Epoch [99][2840/3757] lr: 4.304e-02, eta: 2 days, 4:53:57, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5375, loss_cls: 3.2744, loss: 3.2744, grad_norm: 3.0013 2020-07-26 14:02:58,304 - mmaction - INFO - Epoch [99][2860/3757] lr: 4.304e-02, eta: 2 days, 4:53:45, time: 0.626, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5367, loss_cls: 3.2625, loss: 3.2625, grad_norm: 3.0362 2020-07-26 14:03:09,677 - mmaction - INFO - Epoch [99][2880/3757] lr: 4.304e-02, eta: 2 days, 4:53:31, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2656, top5_acc: 0.5211, loss_cls: 3.3126, loss: 3.3126, grad_norm: 3.0083 2020-07-26 14:03:21,146 - mmaction - INFO - Epoch [99][2900/3757] lr: 4.304e-02, eta: 2 days, 4:53:17, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5453, loss_cls: 3.1795, loss: 3.1795, grad_norm: 2.9472 2020-07-26 14:03:34,510 - mmaction - INFO - Epoch [99][2920/3757] lr: 4.304e-02, eta: 2 days, 4:53:06, time: 0.668, data_time: 0.001, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5641, loss_cls: 3.1848, loss: 3.1848, grad_norm: 2.9782 2020-07-26 14:03:46,031 - mmaction - INFO - Epoch [99][2940/3757] lr: 4.304e-02, eta: 2 days, 4:52:52, time: 0.576, data_time: 0.002, memory: 5232, top1_acc: 0.3258, top5_acc: 0.5430, loss_cls: 3.2638, loss: 3.2638, grad_norm: 2.9647 2020-07-26 14:04:00,524 - mmaction - INFO - Epoch [99][2960/3757] lr: 4.304e-02, eta: 2 days, 4:52:42, time: 0.725, data_time: 0.003, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5594, loss_cls: 3.2262, loss: 3.2262, grad_norm: 3.0707 2020-07-26 14:04:12,893 - mmaction - INFO - Epoch [99][2980/3757] lr: 4.304e-02, eta: 2 days, 4:52:29, time: 0.618, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5453, loss_cls: 3.2409, loss: 3.2409, grad_norm: 3.0369 2020-07-26 14:04:26,004 - mmaction - INFO - Epoch [99][3000/3757] lr: 4.304e-02, eta: 2 days, 4:52:18, time: 0.656, data_time: 0.003, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5406, loss_cls: 3.2078, loss: 3.2078, grad_norm: 3.0158 2020-07-26 14:04:40,313 - mmaction - INFO - Epoch [99][3020/3757] lr: 4.304e-02, eta: 2 days, 4:52:08, time: 0.715, data_time: 0.107, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5234, loss_cls: 3.3094, loss: 3.3094, grad_norm: 3.0567 2020-07-26 14:04:52,799 - mmaction - INFO - Epoch [99][3040/3757] lr: 4.304e-02, eta: 2 days, 4:51:55, time: 0.624, data_time: 0.003, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5586, loss_cls: 3.1831, loss: 3.1831, grad_norm: 2.9313 2020-07-26 14:05:04,184 - mmaction - INFO - Epoch [99][3060/3757] lr: 4.304e-02, eta: 2 days, 4:51:41, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5258, loss_cls: 3.3335, loss: 3.3335, grad_norm: 3.1377 2020-07-26 14:05:17,222 - mmaction - INFO - Epoch [99][3080/3757] lr: 4.304e-02, eta: 2 days, 4:51:29, time: 0.652, data_time: 0.003, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5500, loss_cls: 3.2244, loss: 3.2244, grad_norm: 2.9904 2020-07-26 14:05:30,496 - mmaction - INFO - Epoch [99][3100/3757] lr: 4.304e-02, eta: 2 days, 4:51:18, time: 0.664, data_time: 0.003, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5352, loss_cls: 3.2465, loss: 3.2465, grad_norm: 2.9187 2020-07-26 14:05:44,166 - mmaction - INFO - Epoch [99][3120/3757] lr: 4.304e-02, eta: 2 days, 4:51:07, time: 0.683, data_time: 0.002, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5437, loss_cls: 3.2901, loss: 3.2901, grad_norm: 2.9308 2020-07-26 14:05:55,556 - mmaction - INFO - Epoch [99][3140/3757] lr: 4.304e-02, eta: 2 days, 4:50:53, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5391, loss_cls: 3.2805, loss: 3.2805, grad_norm: 2.9568 2020-07-26 14:06:06,988 - mmaction - INFO - Epoch [99][3160/3757] lr: 4.304e-02, eta: 2 days, 4:50:39, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5602, loss_cls: 3.1920, loss: 3.1920, grad_norm: 2.9470 2020-07-26 14:06:18,457 - mmaction - INFO - Epoch [99][3180/3757] lr: 4.304e-02, eta: 2 days, 4:50:26, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5430, loss_cls: 3.2574, loss: 3.2574, grad_norm: 3.0037 2020-07-26 14:06:29,896 - mmaction - INFO - Epoch [99][3200/3757] lr: 4.304e-02, eta: 2 days, 4:50:12, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5633, loss_cls: 3.2000, loss: 3.2000, grad_norm: 3.0055 2020-07-26 14:06:42,484 - mmaction - INFO - Epoch [99][3220/3757] lr: 4.304e-02, eta: 2 days, 4:49:59, time: 0.630, data_time: 0.003, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5508, loss_cls: 3.2165, loss: 3.2165, grad_norm: 2.9137 2020-07-26 14:06:54,872 - mmaction - INFO - Epoch [99][3240/3757] lr: 4.304e-02, eta: 2 days, 4:49:47, time: 0.619, data_time: 0.003, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5453, loss_cls: 3.2854, loss: 3.2854, grad_norm: 2.9878 2020-07-26 14:07:06,197 - mmaction - INFO - Epoch [99][3260/3757] lr: 4.304e-02, eta: 2 days, 4:49:33, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.2758, top5_acc: 0.5352, loss_cls: 3.2721, loss: 3.2721, grad_norm: 3.0514 2020-07-26 14:07:19,646 - mmaction - INFO - Epoch [99][3280/3757] lr: 4.304e-02, eta: 2 days, 4:49:22, time: 0.672, data_time: 0.003, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5484, loss_cls: 3.2559, loss: 3.2559, grad_norm: 2.9296 2020-07-26 14:07:32,115 - mmaction - INFO - Epoch [99][3300/3757] lr: 4.304e-02, eta: 2 days, 4:49:09, time: 0.623, data_time: 0.003, memory: 5232, top1_acc: 0.3133, top5_acc: 0.5797, loss_cls: 3.1052, loss: 3.1052, grad_norm: 2.8925 2020-07-26 14:07:50,081 - mmaction - INFO - Epoch [99][3320/3757] lr: 4.304e-02, eta: 2 days, 4:49:04, time: 0.898, data_time: 0.003, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5477, loss_cls: 3.2178, loss: 3.2178, grad_norm: 2.9949 2020-07-26 14:08:10,208 - mmaction - INFO - Epoch [99][3340/3757] lr: 4.304e-02, eta: 2 days, 4:49:01, time: 1.007, data_time: 0.002, memory: 5232, top1_acc: 0.2953, top5_acc: 0.5734, loss_cls: 3.1870, loss: 3.1870, grad_norm: 2.9511 2020-07-26 14:08:22,639 - mmaction - INFO - Epoch [99][3360/3757] lr: 4.304e-02, eta: 2 days, 4:48:48, time: 0.621, data_time: 0.003, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5609, loss_cls: 3.1975, loss: 3.1975, grad_norm: 2.9450 2020-07-26 14:08:36,426 - mmaction - INFO - Epoch [99][3380/3757] lr: 4.304e-02, eta: 2 days, 4:48:38, time: 0.690, data_time: 0.063, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5625, loss_cls: 3.2245, loss: 3.2245, grad_norm: 2.9977 2020-07-26 14:08:49,546 - mmaction - INFO - Epoch [99][3400/3757] lr: 4.304e-02, eta: 2 days, 4:48:26, time: 0.656, data_time: 0.094, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5563, loss_cls: 3.2260, loss: 3.2260, grad_norm: 2.9575 2020-07-26 14:09:02,037 - mmaction - INFO - Epoch [99][3420/3757] lr: 4.304e-02, eta: 2 days, 4:48:13, time: 0.625, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5484, loss_cls: 3.2682, loss: 3.2682, grad_norm: 3.0238 2020-07-26 14:09:17,997 - mmaction - INFO - Epoch [99][3440/3757] lr: 4.304e-02, eta: 2 days, 4:48:05, time: 0.798, data_time: 0.003, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5648, loss_cls: 3.1964, loss: 3.1964, grad_norm: 2.9230 2020-07-26 14:09:31,057 - mmaction - INFO - Epoch [99][3460/3757] lr: 4.304e-02, eta: 2 days, 4:47:54, time: 0.653, data_time: 0.003, memory: 5232, top1_acc: 0.3250, top5_acc: 0.5758, loss_cls: 3.1104, loss: 3.1104, grad_norm: 2.9899 2020-07-26 14:09:44,194 - mmaction - INFO - Epoch [99][3480/3757] lr: 4.304e-02, eta: 2 days, 4:47:42, time: 0.657, data_time: 0.003, memory: 5232, top1_acc: 0.3305, top5_acc: 0.5539, loss_cls: 3.1414, loss: 3.1414, grad_norm: 2.9839 2020-07-26 14:10:01,251 - mmaction - INFO - Epoch [99][3500/3757] lr: 4.304e-02, eta: 2 days, 4:47:35, time: 0.854, data_time: 0.101, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5258, loss_cls: 3.3553, loss: 3.3553, grad_norm: 3.1007 2020-07-26 14:10:16,328 - mmaction - INFO - Epoch [99][3520/3757] lr: 4.304e-02, eta: 2 days, 4:47:26, time: 0.753, data_time: 0.002, memory: 5232, top1_acc: 0.2703, top5_acc: 0.5320, loss_cls: 3.3723, loss: 3.3723, grad_norm: 2.9904 2020-07-26 14:10:29,465 - mmaction - INFO - Epoch [99][3540/3757] lr: 4.304e-02, eta: 2 days, 4:47:14, time: 0.657, data_time: 0.003, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5281, loss_cls: 3.3085, loss: 3.3085, grad_norm: 2.8923 2020-07-26 14:10:45,929 - mmaction - INFO - Epoch [99][3560/3757] lr: 4.304e-02, eta: 2 days, 4:47:07, time: 0.823, data_time: 0.003, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5648, loss_cls: 3.2032, loss: 3.2032, grad_norm: 2.8735 2020-07-26 14:10:58,527 - mmaction - INFO - Epoch [99][3580/3757] lr: 4.304e-02, eta: 2 days, 4:46:55, time: 0.630, data_time: 0.003, memory: 5232, top1_acc: 0.3242, top5_acc: 0.5523, loss_cls: 3.1922, loss: 3.1922, grad_norm: 2.9089 2020-07-26 14:11:11,163 - mmaction - INFO - Epoch [99][3600/3757] lr: 4.304e-02, eta: 2 days, 4:46:42, time: 0.632, data_time: 0.003, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5195, loss_cls: 3.3496, loss: 3.3496, grad_norm: 3.0442 2020-07-26 14:11:24,403 - mmaction - INFO - Epoch [99][3620/3757] lr: 4.304e-02, eta: 2 days, 4:46:31, time: 0.662, data_time: 0.003, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5508, loss_cls: 3.1893, loss: 3.1893, grad_norm: 2.9540 2020-07-26 14:11:39,598 - mmaction - INFO - Epoch [99][3640/3757] lr: 4.304e-02, eta: 2 days, 4:46:22, time: 0.760, data_time: 0.003, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5453, loss_cls: 3.2823, loss: 3.2823, grad_norm: 3.0851 2020-07-26 14:11:52,192 - mmaction - INFO - Epoch [99][3660/3757] lr: 4.304e-02, eta: 2 days, 4:46:10, time: 0.630, data_time: 0.003, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5437, loss_cls: 3.1981, loss: 3.1981, grad_norm: 3.0101 2020-07-26 14:12:03,984 - mmaction - INFO - Epoch [99][3680/3757] lr: 4.304e-02, eta: 2 days, 4:45:56, time: 0.589, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5141, loss_cls: 3.3825, loss: 3.3825, grad_norm: 3.1604 2020-07-26 14:12:16,558 - mmaction - INFO - Epoch [99][3700/3757] lr: 4.304e-02, eta: 2 days, 4:45:44, time: 0.629, data_time: 0.052, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5445, loss_cls: 3.2012, loss: 3.2012, grad_norm: 3.0183 2020-07-26 14:12:27,996 - mmaction - INFO - Epoch [99][3720/3757] lr: 4.304e-02, eta: 2 days, 4:45:30, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5453, loss_cls: 3.2789, loss: 3.2789, grad_norm: 3.0491 2020-07-26 14:12:39,358 - mmaction - INFO - Epoch [99][3740/3757] lr: 4.304e-02, eta: 2 days, 4:45:16, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5266, loss_cls: 3.3321, loss: 3.3321, grad_norm: 3.0871 2020-07-26 14:15:53,820 - mmaction - INFO - Epoch [100][20/3757] lr: 4.218e-02, eta: 2 days, 4:48:09, time: 8.908, data_time: 8.213, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5672, loss_cls: 3.1573, loss: 3.1573, grad_norm: 3.0476 2020-07-26 14:16:05,218 - mmaction - INFO - Epoch [100][40/3757] lr: 4.218e-02, eta: 2 days, 4:47:55, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5453, loss_cls: 3.1730, loss: 3.1730, grad_norm: 2.9493 2020-07-26 14:16:16,668 - mmaction - INFO - Epoch [100][60/3757] lr: 4.218e-02, eta: 2 days, 4:47:42, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5617, loss_cls: 3.2055, loss: 3.2055, grad_norm: 3.0275 2020-07-26 14:16:28,416 - mmaction - INFO - Epoch [100][80/3757] lr: 4.218e-02, eta: 2 days, 4:47:28, time: 0.588, data_time: 0.027, memory: 5232, top1_acc: 0.3242, top5_acc: 0.5750, loss_cls: 3.0977, loss: 3.0977, grad_norm: 2.9303 2020-07-26 14:16:39,833 - mmaction - INFO - Epoch [100][100/3757] lr: 4.218e-02, eta: 2 days, 4:47:14, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3203, top5_acc: 0.5523, loss_cls: 3.1751, loss: 3.1751, grad_norm: 2.9832 2020-07-26 14:16:51,147 - mmaction - INFO - Epoch [100][120/3757] lr: 4.218e-02, eta: 2 days, 4:47:00, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5359, loss_cls: 3.2407, loss: 3.2407, grad_norm: 3.0296 2020-07-26 14:17:02,498 - mmaction - INFO - Epoch [100][140/3757] lr: 4.218e-02, eta: 2 days, 4:46:46, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5430, loss_cls: 3.2328, loss: 3.2328, grad_norm: 3.0262 2020-07-26 14:17:13,840 - mmaction - INFO - Epoch [100][160/3757] lr: 4.218e-02, eta: 2 days, 4:46:32, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5617, loss_cls: 3.1847, loss: 3.1847, grad_norm: 2.9563 2020-07-26 14:17:25,197 - mmaction - INFO - Epoch [100][180/3757] lr: 4.218e-02, eta: 2 days, 4:46:18, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.3148, top5_acc: 0.5594, loss_cls: 3.1607, loss: 3.1607, grad_norm: 3.0312 2020-07-26 14:17:36,460 - mmaction - INFO - Epoch [100][200/3757] lr: 4.218e-02, eta: 2 days, 4:46:04, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5508, loss_cls: 3.2568, loss: 3.2568, grad_norm: 3.0853 2020-07-26 14:17:47,834 - mmaction - INFO - Epoch [100][220/3757] lr: 4.218e-02, eta: 2 days, 4:45:51, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5617, loss_cls: 3.2025, loss: 3.2025, grad_norm: 3.0366 2020-07-26 14:17:59,197 - mmaction - INFO - Epoch [100][240/3757] lr: 4.218e-02, eta: 2 days, 4:45:37, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5453, loss_cls: 3.2110, loss: 3.2110, grad_norm: 3.0314 2020-07-26 14:18:10,605 - mmaction - INFO - Epoch [100][260/3757] lr: 4.218e-02, eta: 2 days, 4:45:23, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5484, loss_cls: 3.1992, loss: 3.1992, grad_norm: 2.9335 2020-07-26 14:18:22,000 - mmaction - INFO - Epoch [100][280/3757] lr: 4.218e-02, eta: 2 days, 4:45:09, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5633, loss_cls: 3.1773, loss: 3.1773, grad_norm: 3.0401 2020-07-26 14:18:33,386 - mmaction - INFO - Epoch [100][300/3757] lr: 4.218e-02, eta: 2 days, 4:44:55, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5398, loss_cls: 3.2493, loss: 3.2493, grad_norm: 3.1791 2020-07-26 14:18:44,593 - mmaction - INFO - Epoch [100][320/3757] lr: 4.218e-02, eta: 2 days, 4:44:41, time: 0.560, data_time: 0.002, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5320, loss_cls: 3.2579, loss: 3.2579, grad_norm: 3.0214 2020-07-26 14:18:55,723 - mmaction - INFO - Epoch [100][340/3757] lr: 4.218e-02, eta: 2 days, 4:44:27, time: 0.557, data_time: 0.003, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5508, loss_cls: 3.2509, loss: 3.2509, grad_norm: 3.1588 2020-07-26 14:19:06,830 - mmaction - INFO - Epoch [100][360/3757] lr: 4.218e-02, eta: 2 days, 4:44:12, time: 0.555, data_time: 0.003, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5602, loss_cls: 3.1951, loss: 3.1951, grad_norm: 3.0066 2020-07-26 14:19:18,026 - mmaction - INFO - Epoch [100][380/3757] lr: 4.218e-02, eta: 2 days, 4:43:58, time: 0.559, data_time: 0.003, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5188, loss_cls: 3.3720, loss: 3.3720, grad_norm: 3.0216 2020-07-26 14:19:29,323 - mmaction - INFO - Epoch [100][400/3757] lr: 4.218e-02, eta: 2 days, 4:43:44, time: 0.565, data_time: 0.007, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5234, loss_cls: 3.3070, loss: 3.3070, grad_norm: 2.9071 2020-07-26 14:19:40,670 - mmaction - INFO - Epoch [100][420/3757] lr: 4.218e-02, eta: 2 days, 4:43:30, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5609, loss_cls: 3.1664, loss: 3.1664, grad_norm: 3.0100 2020-07-26 14:19:52,049 - mmaction - INFO - Epoch [100][440/3757] lr: 4.218e-02, eta: 2 days, 4:43:16, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5758, loss_cls: 3.1287, loss: 3.1287, grad_norm: 2.9348 2020-07-26 14:20:03,393 - mmaction - INFO - Epoch [100][460/3757] lr: 4.218e-02, eta: 2 days, 4:43:02, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5680, loss_cls: 3.1179, loss: 3.1179, grad_norm: 2.9847 2020-07-26 14:20:14,804 - mmaction - INFO - Epoch [100][480/3757] lr: 4.218e-02, eta: 2 days, 4:42:49, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5719, loss_cls: 3.1101, loss: 3.1101, grad_norm: 2.9130 2020-07-26 14:20:26,221 - mmaction - INFO - Epoch [100][500/3757] lr: 4.218e-02, eta: 2 days, 4:42:35, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3336, top5_acc: 0.5883, loss_cls: 3.0655, loss: 3.0655, grad_norm: 2.8600 2020-07-26 14:20:37,615 - mmaction - INFO - Epoch [100][520/3757] lr: 4.218e-02, eta: 2 days, 4:42:21, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5383, loss_cls: 3.2332, loss: 3.2332, grad_norm: 3.1041 2020-07-26 14:20:48,926 - mmaction - INFO - Epoch [100][540/3757] lr: 4.218e-02, eta: 2 days, 4:42:07, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5523, loss_cls: 3.2068, loss: 3.2068, grad_norm: 3.0758 2020-07-26 14:21:00,250 - mmaction - INFO - Epoch [100][560/3757] lr: 4.218e-02, eta: 2 days, 4:41:53, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5344, loss_cls: 3.2456, loss: 3.2456, grad_norm: 2.9849 2020-07-26 14:21:11,615 - mmaction - INFO - Epoch [100][580/3757] lr: 4.218e-02, eta: 2 days, 4:41:39, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5375, loss_cls: 3.3081, loss: 3.3081, grad_norm: 2.9998 2020-07-26 14:21:22,981 - mmaction - INFO - Epoch [100][600/3757] lr: 4.218e-02, eta: 2 days, 4:41:25, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5219, loss_cls: 3.3812, loss: 3.3812, grad_norm: 3.0247 2020-07-26 14:21:34,474 - mmaction - INFO - Epoch [100][620/3757] lr: 4.218e-02, eta: 2 days, 4:41:11, time: 0.575, data_time: 0.002, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5578, loss_cls: 3.2030, loss: 3.2030, grad_norm: 2.9492 2020-07-26 14:21:45,860 - mmaction - INFO - Epoch [100][640/3757] lr: 4.218e-02, eta: 2 days, 4:40:58, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5539, loss_cls: 3.2115, loss: 3.2115, grad_norm: 2.8994 2020-07-26 14:21:57,225 - mmaction - INFO - Epoch [100][660/3757] lr: 4.218e-02, eta: 2 days, 4:40:44, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5609, loss_cls: 3.1625, loss: 3.1625, grad_norm: 2.9677 2020-07-26 14:22:08,643 - mmaction - INFO - Epoch [100][680/3757] lr: 4.218e-02, eta: 2 days, 4:40:30, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5523, loss_cls: 3.2185, loss: 3.2185, grad_norm: 2.9773 2020-07-26 14:22:20,134 - mmaction - INFO - Epoch [100][700/3757] lr: 4.218e-02, eta: 2 days, 4:40:16, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5625, loss_cls: 3.1279, loss: 3.1279, grad_norm: 2.9650 2020-07-26 14:22:31,431 - mmaction - INFO - Epoch [100][720/3757] lr: 4.218e-02, eta: 2 days, 4:40:02, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5633, loss_cls: 3.1468, loss: 3.1468, grad_norm: 3.1009 2020-07-26 14:22:42,840 - mmaction - INFO - Epoch [100][740/3757] lr: 4.218e-02, eta: 2 days, 4:39:48, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5352, loss_cls: 3.2363, loss: 3.2363, grad_norm: 3.0774 2020-07-26 14:22:54,244 - mmaction - INFO - Epoch [100][760/3757] lr: 4.218e-02, eta: 2 days, 4:39:34, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5602, loss_cls: 3.1196, loss: 3.1196, grad_norm: 2.9832 2020-07-26 14:23:05,671 - mmaction - INFO - Epoch [100][780/3757] lr: 4.218e-02, eta: 2 days, 4:39:20, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5508, loss_cls: 3.1735, loss: 3.1735, grad_norm: 3.0517 2020-07-26 14:23:17,093 - mmaction - INFO - Epoch [100][800/3757] lr: 4.218e-02, eta: 2 days, 4:39:07, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5539, loss_cls: 3.2299, loss: 3.2299, grad_norm: 3.0176 2020-07-26 14:23:28,534 - mmaction - INFO - Epoch [100][820/3757] lr: 4.218e-02, eta: 2 days, 4:38:53, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5664, loss_cls: 3.1447, loss: 3.1447, grad_norm: 3.0793 2020-07-26 14:23:39,980 - mmaction - INFO - Epoch [100][840/3757] lr: 4.218e-02, eta: 2 days, 4:38:39, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5687, loss_cls: 3.1917, loss: 3.1917, grad_norm: 3.0596 2020-07-26 14:23:51,433 - mmaction - INFO - Epoch [100][860/3757] lr: 4.218e-02, eta: 2 days, 4:38:25, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5641, loss_cls: 3.1852, loss: 3.1852, grad_norm: 2.9635 2020-07-26 14:24:02,900 - mmaction - INFO - Epoch [100][880/3757] lr: 4.218e-02, eta: 2 days, 4:38:11, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5516, loss_cls: 3.2390, loss: 3.2390, grad_norm: 3.0589 2020-07-26 14:24:14,287 - mmaction - INFO - Epoch [100][900/3757] lr: 4.218e-02, eta: 2 days, 4:37:58, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5570, loss_cls: 3.2674, loss: 3.2674, grad_norm: 2.9767 2020-07-26 14:24:25,747 - mmaction - INFO - Epoch [100][920/3757] lr: 4.218e-02, eta: 2 days, 4:37:44, time: 0.573, data_time: 0.009, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5500, loss_cls: 3.2280, loss: 3.2280, grad_norm: 2.9890 2020-07-26 14:24:37,130 - mmaction - INFO - Epoch [100][940/3757] lr: 4.218e-02, eta: 2 days, 4:37:30, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5406, loss_cls: 3.2590, loss: 3.2590, grad_norm: 3.0032 2020-07-26 14:24:48,503 - mmaction - INFO - Epoch [100][960/3757] lr: 4.218e-02, eta: 2 days, 4:37:16, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5375, loss_cls: 3.2562, loss: 3.2562, grad_norm: 3.1144 2020-07-26 14:24:59,862 - mmaction - INFO - Epoch [100][980/3757] lr: 4.218e-02, eta: 2 days, 4:37:02, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5266, loss_cls: 3.3076, loss: 3.3076, grad_norm: 2.9614 2020-07-26 14:25:11,326 - mmaction - INFO - Epoch [100][1000/3757] lr: 4.218e-02, eta: 2 days, 4:36:48, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5406, loss_cls: 3.2391, loss: 3.2391, grad_norm: 2.9776 2020-07-26 14:25:22,782 - mmaction - INFO - Epoch [100][1020/3757] lr: 4.218e-02, eta: 2 days, 4:36:35, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5609, loss_cls: 3.2028, loss: 3.2028, grad_norm: 3.0208 2020-07-26 14:25:34,354 - mmaction - INFO - Epoch [100][1040/3757] lr: 4.218e-02, eta: 2 days, 4:36:21, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5477, loss_cls: 3.2797, loss: 3.2797, grad_norm: 3.0227 2020-07-26 14:25:45,841 - mmaction - INFO - Epoch [100][1060/3757] lr: 4.218e-02, eta: 2 days, 4:36:07, time: 0.574, data_time: 0.005, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5523, loss_cls: 3.2770, loss: 3.2770, grad_norm: 3.0415 2020-07-26 14:25:57,210 - mmaction - INFO - Epoch [100][1080/3757] lr: 4.218e-02, eta: 2 days, 4:35:53, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5359, loss_cls: 3.3208, loss: 3.3208, grad_norm: 3.0751 2020-07-26 14:26:08,676 - mmaction - INFO - Epoch [100][1100/3757] lr: 4.218e-02, eta: 2 days, 4:35:39, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5719, loss_cls: 3.1424, loss: 3.1424, grad_norm: 2.9022 2020-07-26 14:26:20,201 - mmaction - INFO - Epoch [100][1120/3757] lr: 4.218e-02, eta: 2 days, 4:35:26, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3328, top5_acc: 0.5805, loss_cls: 3.1133, loss: 3.1133, grad_norm: 2.9648 2020-07-26 14:26:31,695 - mmaction - INFO - Epoch [100][1140/3757] lr: 4.218e-02, eta: 2 days, 4:35:12, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5547, loss_cls: 3.2375, loss: 3.2375, grad_norm: 3.0551 2020-07-26 14:26:43,000 - mmaction - INFO - Epoch [100][1160/3757] lr: 4.218e-02, eta: 2 days, 4:34:58, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5484, loss_cls: 3.2821, loss: 3.2821, grad_norm: 3.1735 2020-07-26 14:26:54,461 - mmaction - INFO - Epoch [100][1180/3757] lr: 4.218e-02, eta: 2 days, 4:34:44, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5430, loss_cls: 3.2395, loss: 3.2395, grad_norm: 3.0332 2020-07-26 14:27:05,868 - mmaction - INFO - Epoch [100][1200/3757] lr: 4.218e-02, eta: 2 days, 4:34:30, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5523, loss_cls: 3.2377, loss: 3.2377, grad_norm: 2.9850 2020-07-26 14:27:17,282 - mmaction - INFO - Epoch [100][1220/3757] lr: 4.218e-02, eta: 2 days, 4:34:17, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5633, loss_cls: 3.2156, loss: 3.2156, grad_norm: 3.0849 2020-07-26 14:27:28,719 - mmaction - INFO - Epoch [100][1240/3757] lr: 4.218e-02, eta: 2 days, 4:34:03, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3336, top5_acc: 0.5695, loss_cls: 3.1956, loss: 3.1956, grad_norm: 2.9902 2020-07-26 14:27:40,176 - mmaction - INFO - Epoch [100][1260/3757] lr: 4.218e-02, eta: 2 days, 4:33:49, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5523, loss_cls: 3.2241, loss: 3.2241, grad_norm: 2.9951 2020-07-26 14:27:51,615 - mmaction - INFO - Epoch [100][1280/3757] lr: 4.218e-02, eta: 2 days, 4:33:35, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5531, loss_cls: 3.2447, loss: 3.2447, grad_norm: 2.9906 2020-07-26 14:28:03,034 - mmaction - INFO - Epoch [100][1300/3757] lr: 4.218e-02, eta: 2 days, 4:33:21, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5273, loss_cls: 3.2352, loss: 3.2352, grad_norm: 3.0044 2020-07-26 14:28:14,491 - mmaction - INFO - Epoch [100][1320/3757] lr: 4.218e-02, eta: 2 days, 4:33:08, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5570, loss_cls: 3.2301, loss: 3.2301, grad_norm: 2.9729 2020-07-26 14:28:25,957 - mmaction - INFO - Epoch [100][1340/3757] lr: 4.218e-02, eta: 2 days, 4:32:54, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3242, top5_acc: 0.5672, loss_cls: 3.1582, loss: 3.1582, grad_norm: 3.0486 2020-07-26 14:28:37,377 - mmaction - INFO - Epoch [100][1360/3757] lr: 4.218e-02, eta: 2 days, 4:32:40, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5492, loss_cls: 3.2234, loss: 3.2234, grad_norm: 3.0322 2020-07-26 14:28:48,777 - mmaction - INFO - Epoch [100][1380/3757] lr: 4.218e-02, eta: 2 days, 4:32:26, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5539, loss_cls: 3.2442, loss: 3.2442, grad_norm: 3.0790 2020-07-26 14:29:00,324 - mmaction - INFO - Epoch [100][1400/3757] lr: 4.218e-02, eta: 2 days, 4:32:13, time: 0.577, data_time: 0.002, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5695, loss_cls: 3.2575, loss: 3.2575, grad_norm: 2.9828 2020-07-26 14:29:11,858 - mmaction - INFO - Epoch [100][1420/3757] lr: 4.218e-02, eta: 2 days, 4:31:59, time: 0.577, data_time: 0.002, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5656, loss_cls: 3.1660, loss: 3.1660, grad_norm: 2.9967 2020-07-26 14:29:23,413 - mmaction - INFO - Epoch [100][1440/3757] lr: 4.218e-02, eta: 2 days, 4:31:45, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5477, loss_cls: 3.2883, loss: 3.2883, grad_norm: 3.0736 2020-07-26 14:29:35,948 - mmaction - INFO - Epoch [100][1460/3757] lr: 4.218e-02, eta: 2 days, 4:31:33, time: 0.626, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5492, loss_cls: 3.2287, loss: 3.2287, grad_norm: 3.0195 2020-07-26 14:29:48,319 - mmaction - INFO - Epoch [100][1480/3757] lr: 4.218e-02, eta: 2 days, 4:31:20, time: 0.619, data_time: 0.003, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5687, loss_cls: 3.1006, loss: 3.1006, grad_norm: 2.9765 2020-07-26 14:29:59,761 - mmaction - INFO - Epoch [100][1500/3757] lr: 4.218e-02, eta: 2 days, 4:31:06, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.3203, top5_acc: 0.5641, loss_cls: 3.1305, loss: 3.1305, grad_norm: 2.9369 2020-07-26 14:30:12,733 - mmaction - INFO - Epoch [100][1520/3757] lr: 4.218e-02, eta: 2 days, 4:30:54, time: 0.649, data_time: 0.055, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5680, loss_cls: 3.1807, loss: 3.1807, grad_norm: 3.0040 2020-07-26 14:30:25,340 - mmaction - INFO - Epoch [100][1540/3757] lr: 4.218e-02, eta: 2 days, 4:30:42, time: 0.630, data_time: 0.003, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5570, loss_cls: 3.1869, loss: 3.1869, grad_norm: 2.9911 2020-07-26 14:30:36,772 - mmaction - INFO - Epoch [100][1560/3757] lr: 4.218e-02, eta: 2 days, 4:30:28, time: 0.572, data_time: 0.008, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5500, loss_cls: 3.1708, loss: 3.1708, grad_norm: 3.0403 2020-07-26 14:30:49,346 - mmaction - INFO - Epoch [100][1580/3757] lr: 4.218e-02, eta: 2 days, 4:30:16, time: 0.627, data_time: 0.002, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5281, loss_cls: 3.3545, loss: 3.3545, grad_norm: 3.0155 2020-07-26 14:31:01,721 - mmaction - INFO - Epoch [100][1600/3757] lr: 4.218e-02, eta: 2 days, 4:30:03, time: 0.619, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5211, loss_cls: 3.3168, loss: 3.3168, grad_norm: 3.0644 2020-07-26 14:31:14,295 - mmaction - INFO - Epoch [100][1620/3757] lr: 4.218e-02, eta: 2 days, 4:29:51, time: 0.629, data_time: 0.003, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5531, loss_cls: 3.2042, loss: 3.2042, grad_norm: 2.9560 2020-07-26 14:31:26,862 - mmaction - INFO - Epoch [100][1640/3757] lr: 4.218e-02, eta: 2 days, 4:29:39, time: 0.628, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5406, loss_cls: 3.3032, loss: 3.3032, grad_norm: 2.9600 2020-07-26 14:31:38,378 - mmaction - INFO - Epoch [100][1660/3757] lr: 4.218e-02, eta: 2 days, 4:29:25, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5375, loss_cls: 3.2285, loss: 3.2285, grad_norm: 2.9263 2020-07-26 14:31:49,792 - mmaction - INFO - Epoch [100][1680/3757] lr: 4.218e-02, eta: 2 days, 4:29:11, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.3250, top5_acc: 0.5586, loss_cls: 3.1762, loss: 3.1762, grad_norm: 3.0241 2020-07-26 14:32:02,229 - mmaction - INFO - Epoch [100][1700/3757] lr: 4.218e-02, eta: 2 days, 4:28:58, time: 0.621, data_time: 0.059, memory: 5232, top1_acc: 0.3258, top5_acc: 0.5789, loss_cls: 3.1317, loss: 3.1317, grad_norm: 2.9277 2020-07-26 14:32:14,865 - mmaction - INFO - Epoch [100][1720/3757] lr: 4.218e-02, eta: 2 days, 4:28:46, time: 0.632, data_time: 0.064, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5336, loss_cls: 3.2588, loss: 3.2588, grad_norm: 2.9780 2020-07-26 14:32:26,297 - mmaction - INFO - Epoch [100][1740/3757] lr: 4.218e-02, eta: 2 days, 4:28:32, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5563, loss_cls: 3.2156, loss: 3.2156, grad_norm: 2.9908 2020-07-26 14:32:37,717 - mmaction - INFO - Epoch [100][1760/3757] lr: 4.218e-02, eta: 2 days, 4:28:19, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5445, loss_cls: 3.2823, loss: 3.2823, grad_norm: 2.9844 2020-07-26 14:32:55,362 - mmaction - INFO - Epoch [100][1780/3757] lr: 4.218e-02, eta: 2 days, 4:28:12, time: 0.882, data_time: 0.316, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5516, loss_cls: 3.2057, loss: 3.2057, grad_norm: 3.0022 2020-07-26 14:33:06,859 - mmaction - INFO - Epoch [100][1800/3757] lr: 4.218e-02, eta: 2 days, 4:27:59, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5383, loss_cls: 3.2527, loss: 3.2527, grad_norm: 3.0745 2020-07-26 14:33:18,537 - mmaction - INFO - Epoch [100][1820/3757] lr: 4.218e-02, eta: 2 days, 4:27:45, time: 0.584, data_time: 0.016, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5414, loss_cls: 3.2547, loss: 3.2547, grad_norm: 2.9977 2020-07-26 14:33:30,958 - mmaction - INFO - Epoch [100][1840/3757] lr: 4.218e-02, eta: 2 days, 4:27:33, time: 0.621, data_time: 0.034, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5156, loss_cls: 3.3255, loss: 3.3255, grad_norm: 3.0491 2020-07-26 14:33:42,745 - mmaction - INFO - Epoch [100][1860/3757] lr: 4.218e-02, eta: 2 days, 4:27:19, time: 0.589, data_time: 0.022, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5406, loss_cls: 3.2838, loss: 3.2838, grad_norm: 2.9772 2020-07-26 14:33:56,451 - mmaction - INFO - Epoch [100][1880/3757] lr: 4.218e-02, eta: 2 days, 4:27:08, time: 0.685, data_time: 0.024, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5563, loss_cls: 3.2447, loss: 3.2447, grad_norm: 3.0402 2020-07-26 14:34:10,265 - mmaction - INFO - Epoch [100][1900/3757] lr: 4.218e-02, eta: 2 days, 4:26:58, time: 0.691, data_time: 0.126, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5664, loss_cls: 3.1591, loss: 3.1591, grad_norm: 3.0020 2020-07-26 14:34:23,918 - mmaction - INFO - Epoch [100][1920/3757] lr: 4.218e-02, eta: 2 days, 4:26:47, time: 0.682, data_time: 0.016, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5422, loss_cls: 3.2452, loss: 3.2452, grad_norm: 2.9954 2020-07-26 14:34:35,819 - mmaction - INFO - Epoch [100][1940/3757] lr: 4.218e-02, eta: 2 days, 4:26:33, time: 0.595, data_time: 0.027, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5477, loss_cls: 3.3138, loss: 3.3138, grad_norm: 3.0260 2020-07-26 14:34:48,348 - mmaction - INFO - Epoch [100][1960/3757] lr: 4.218e-02, eta: 2 days, 4:26:21, time: 0.627, data_time: 0.002, memory: 5232, top1_acc: 0.3242, top5_acc: 0.5437, loss_cls: 3.2452, loss: 3.2452, grad_norm: 2.9858 2020-07-26 14:34:59,695 - mmaction - INFO - Epoch [100][1980/3757] lr: 4.218e-02, eta: 2 days, 4:26:07, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5531, loss_cls: 3.2315, loss: 3.2315, grad_norm: 2.9937 2020-07-26 14:35:13,249 - mmaction - INFO - Epoch [100][2000/3757] lr: 4.218e-02, eta: 2 days, 4:25:56, time: 0.678, data_time: 0.003, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5180, loss_cls: 3.3629, loss: 3.3629, grad_norm: 2.9734 2020-07-26 14:35:27,216 - mmaction - INFO - Epoch [100][2020/3757] lr: 4.218e-02, eta: 2 days, 4:25:45, time: 0.698, data_time: 0.001, memory: 5232, top1_acc: 0.3367, top5_acc: 0.5703, loss_cls: 3.1541, loss: 3.1541, grad_norm: 2.9061 2020-07-26 14:35:38,601 - mmaction - INFO - Epoch [100][2040/3757] lr: 4.218e-02, eta: 2 days, 4:25:31, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5289, loss_cls: 3.3111, loss: 3.3111, grad_norm: 2.9945 2020-07-26 14:35:51,625 - mmaction - INFO - Epoch [100][2060/3757] lr: 4.218e-02, eta: 2 days, 4:25:19, time: 0.652, data_time: 0.003, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5437, loss_cls: 3.2423, loss: 3.2423, grad_norm: 2.9119 2020-07-26 14:36:07,456 - mmaction - INFO - Epoch [100][2080/3757] lr: 4.218e-02, eta: 2 days, 4:25:11, time: 0.792, data_time: 0.003, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5492, loss_cls: 3.2264, loss: 3.2264, grad_norm: 2.9725 2020-07-26 14:36:19,890 - mmaction - INFO - Epoch [100][2100/3757] lr: 4.218e-02, eta: 2 days, 4:24:59, time: 0.621, data_time: 0.003, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5711, loss_cls: 3.1867, loss: 3.1867, grad_norm: 2.9764 2020-07-26 14:36:32,199 - mmaction - INFO - Epoch [100][2120/3757] lr: 4.218e-02, eta: 2 days, 4:24:46, time: 0.616, data_time: 0.002, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5570, loss_cls: 3.1791, loss: 3.1791, grad_norm: 2.9532 2020-07-26 14:36:46,614 - mmaction - INFO - Epoch [100][2140/3757] lr: 4.218e-02, eta: 2 days, 4:24:36, time: 0.721, data_time: 0.002, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5523, loss_cls: 3.2234, loss: 3.2234, grad_norm: 2.9875 2020-07-26 14:37:00,921 - mmaction - INFO - Epoch [100][2160/3757] lr: 4.218e-02, eta: 2 days, 4:24:26, time: 0.715, data_time: 0.002, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5375, loss_cls: 3.2823, loss: 3.2823, grad_norm: 3.0191 2020-07-26 14:37:12,408 - mmaction - INFO - Epoch [100][2180/3757] lr: 4.218e-02, eta: 2 days, 4:24:12, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5398, loss_cls: 3.2554, loss: 3.2554, grad_norm: 2.9350 2020-07-26 14:37:24,804 - mmaction - INFO - Epoch [100][2200/3757] lr: 4.218e-02, eta: 2 days, 4:23:59, time: 0.620, data_time: 0.003, memory: 5232, top1_acc: 0.3141, top5_acc: 0.5523, loss_cls: 3.1940, loss: 3.1940, grad_norm: 2.9634 2020-07-26 14:37:37,251 - mmaction - INFO - Epoch [100][2220/3757] lr: 4.218e-02, eta: 2 days, 4:23:47, time: 0.623, data_time: 0.002, memory: 5232, top1_acc: 0.3133, top5_acc: 0.5492, loss_cls: 3.2351, loss: 3.2351, grad_norm: 2.9700 2020-07-26 14:37:49,754 - mmaction - INFO - Epoch [100][2240/3757] lr: 4.218e-02, eta: 2 days, 4:23:34, time: 0.625, data_time: 0.002, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5445, loss_cls: 3.2480, loss: 3.2480, grad_norm: 3.0738 2020-07-26 14:38:02,341 - mmaction - INFO - Epoch [100][2260/3757] lr: 4.218e-02, eta: 2 days, 4:23:22, time: 0.629, data_time: 0.017, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5492, loss_cls: 3.2075, loss: 3.2075, grad_norm: 2.9110 2020-07-26 14:38:16,151 - mmaction - INFO - Epoch [100][2280/3757] lr: 4.218e-02, eta: 2 days, 4:23:11, time: 0.690, data_time: 0.001, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5641, loss_cls: 3.1169, loss: 3.1169, grad_norm: 2.9012 2020-07-26 14:38:27,441 - mmaction - INFO - Epoch [100][2300/3757] lr: 4.218e-02, eta: 2 days, 4:22:57, time: 0.565, data_time: 0.002, memory: 5232, top1_acc: 0.2953, top5_acc: 0.5570, loss_cls: 3.1716, loss: 3.1716, grad_norm: 3.0577 2020-07-26 14:38:38,931 - mmaction - INFO - Epoch [100][2320/3757] lr: 4.218e-02, eta: 2 days, 4:22:43, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5422, loss_cls: 3.2428, loss: 3.2428, grad_norm: 3.0978 2020-07-26 14:38:50,262 - mmaction - INFO - Epoch [100][2340/3757] lr: 4.218e-02, eta: 2 days, 4:22:29, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5445, loss_cls: 3.3141, loss: 3.3141, grad_norm: 3.0275 2020-07-26 14:39:01,719 - mmaction - INFO - Epoch [100][2360/3757] lr: 4.218e-02, eta: 2 days, 4:22:16, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5547, loss_cls: 3.2425, loss: 3.2425, grad_norm: 2.9660 2020-07-26 14:39:14,651 - mmaction - INFO - Epoch [100][2380/3757] lr: 4.218e-02, eta: 2 days, 4:22:04, time: 0.647, data_time: 0.002, memory: 5232, top1_acc: 0.2695, top5_acc: 0.5422, loss_cls: 3.2986, loss: 3.2986, grad_norm: 3.0888 2020-07-26 14:39:27,102 - mmaction - INFO - Epoch [100][2400/3757] lr: 4.218e-02, eta: 2 days, 4:21:51, time: 0.622, data_time: 0.002, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5563, loss_cls: 3.2048, loss: 3.2048, grad_norm: 2.9073 2020-07-26 14:39:42,720 - mmaction - INFO - Epoch [100][2420/3757] lr: 4.218e-02, eta: 2 days, 4:21:43, time: 0.781, data_time: 0.056, memory: 5232, top1_acc: 0.2680, top5_acc: 0.5258, loss_cls: 3.3971, loss: 3.3971, grad_norm: 2.9862 2020-07-26 14:39:54,092 - mmaction - INFO - Epoch [100][2440/3757] lr: 4.218e-02, eta: 2 days, 4:21:29, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5273, loss_cls: 3.2824, loss: 3.2824, grad_norm: 2.8924 2020-07-26 14:40:08,101 - mmaction - INFO - Epoch [100][2460/3757] lr: 4.218e-02, eta: 2 days, 4:21:18, time: 0.700, data_time: 0.065, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5547, loss_cls: 3.2074, loss: 3.2074, grad_norm: 2.9845 2020-07-26 14:40:20,508 - mmaction - INFO - Epoch [100][2480/3757] lr: 4.218e-02, eta: 2 days, 4:21:05, time: 0.621, data_time: 0.003, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5563, loss_cls: 3.2187, loss: 3.2187, grad_norm: 2.9817 2020-07-26 14:40:34,146 - mmaction - INFO - Epoch [100][2500/3757] lr: 4.218e-02, eta: 2 days, 4:20:54, time: 0.682, data_time: 0.003, memory: 5232, top1_acc: 0.3344, top5_acc: 0.5687, loss_cls: 3.1205, loss: 3.1205, grad_norm: 2.9140 2020-07-26 14:40:45,898 - mmaction - INFO - Epoch [100][2520/3757] lr: 4.218e-02, eta: 2 days, 4:20:41, time: 0.587, data_time: 0.022, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5664, loss_cls: 3.1645, loss: 3.1645, grad_norm: 2.9678 2020-07-26 14:40:58,308 - mmaction - INFO - Epoch [100][2540/3757] lr: 4.218e-02, eta: 2 days, 4:20:28, time: 0.620, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5359, loss_cls: 3.2303, loss: 3.2303, grad_norm: 2.9484 2020-07-26 14:41:10,847 - mmaction - INFO - Epoch [100][2560/3757] lr: 4.218e-02, eta: 2 days, 4:20:16, time: 0.627, data_time: 0.002, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5750, loss_cls: 3.1482, loss: 3.1482, grad_norm: 3.0043 2020-07-26 14:41:22,241 - mmaction - INFO - Epoch [100][2580/3757] lr: 4.218e-02, eta: 2 days, 4:20:02, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5523, loss_cls: 3.2067, loss: 3.2067, grad_norm: 3.0090 2020-07-26 14:41:34,542 - mmaction - INFO - Epoch [100][2600/3757] lr: 4.218e-02, eta: 2 days, 4:19:49, time: 0.615, data_time: 0.003, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5609, loss_cls: 3.1351, loss: 3.1351, grad_norm: 2.9565 2020-07-26 14:41:48,907 - mmaction - INFO - Epoch [100][2620/3757] lr: 4.218e-02, eta: 2 days, 4:19:39, time: 0.718, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5602, loss_cls: 3.1819, loss: 3.1819, grad_norm: 2.9786 2020-07-26 14:42:00,199 - mmaction - INFO - Epoch [100][2640/3757] lr: 4.218e-02, eta: 2 days, 4:19:25, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5453, loss_cls: 3.2102, loss: 3.2102, grad_norm: 2.9705 2020-07-26 14:42:12,748 - mmaction - INFO - Epoch [100][2660/3757] lr: 4.218e-02, eta: 2 days, 4:19:13, time: 0.627, data_time: 0.002, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5555, loss_cls: 3.1875, loss: 3.1875, grad_norm: 3.0043 2020-07-26 14:42:24,099 - mmaction - INFO - Epoch [100][2680/3757] lr: 4.218e-02, eta: 2 days, 4:18:59, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5344, loss_cls: 3.2552, loss: 3.2552, grad_norm: 3.0487 2020-07-26 14:42:36,621 - mmaction - INFO - Epoch [100][2700/3757] lr: 4.218e-02, eta: 2 days, 4:18:47, time: 0.626, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5672, loss_cls: 3.1867, loss: 3.1867, grad_norm: 3.1080 2020-07-26 14:42:48,067 - mmaction - INFO - Epoch [100][2720/3757] lr: 4.218e-02, eta: 2 days, 4:18:33, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3203, top5_acc: 0.5609, loss_cls: 3.2153, loss: 3.2153, grad_norm: 3.0249 2020-07-26 14:43:01,928 - mmaction - INFO - Epoch [100][2740/3757] lr: 4.218e-02, eta: 2 days, 4:18:22, time: 0.693, data_time: 0.052, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5414, loss_cls: 3.3110, loss: 3.3110, grad_norm: 3.0549 2020-07-26 14:43:14,955 - mmaction - INFO - Epoch [100][2760/3757] lr: 4.218e-02, eta: 2 days, 4:18:10, time: 0.651, data_time: 0.002, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5437, loss_cls: 3.2508, loss: 3.2508, grad_norm: 3.0417 2020-07-26 14:43:28,788 - mmaction - INFO - Epoch [100][2780/3757] lr: 4.218e-02, eta: 2 days, 4:17:59, time: 0.691, data_time: 0.003, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5406, loss_cls: 3.2859, loss: 3.2859, grad_norm: 3.0814 2020-07-26 14:43:41,130 - mmaction - INFO - Epoch [100][2800/3757] lr: 4.218e-02, eta: 2 days, 4:17:47, time: 0.617, data_time: 0.004, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5625, loss_cls: 3.2244, loss: 3.2244, grad_norm: 3.0107 2020-07-26 14:43:57,719 - mmaction - INFO - Epoch [100][2820/3757] lr: 4.218e-02, eta: 2 days, 4:17:39, time: 0.829, data_time: 0.268, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5406, loss_cls: 3.2719, loss: 3.2719, grad_norm: 2.9593 2020-07-26 14:44:15,208 - mmaction - INFO - Epoch [100][2840/3757] lr: 4.218e-02, eta: 2 days, 4:17:33, time: 0.875, data_time: 0.317, memory: 5232, top1_acc: 0.3258, top5_acc: 0.5711, loss_cls: 3.1185, loss: 3.1185, grad_norm: 2.9782 2020-07-26 14:44:27,737 - mmaction - INFO - Epoch [100][2860/3757] lr: 4.218e-02, eta: 2 days, 4:17:21, time: 0.627, data_time: 0.003, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5641, loss_cls: 3.1687, loss: 3.1687, grad_norm: 2.9638 2020-07-26 14:44:40,409 - mmaction - INFO - Epoch [100][2880/3757] lr: 4.218e-02, eta: 2 days, 4:17:08, time: 0.633, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5586, loss_cls: 3.2072, loss: 3.2072, grad_norm: 3.0184 2020-07-26 14:44:52,821 - mmaction - INFO - Epoch [100][2900/3757] lr: 4.218e-02, eta: 2 days, 4:16:56, time: 0.622, data_time: 0.002, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5641, loss_cls: 3.1539, loss: 3.1539, grad_norm: 2.8966 2020-07-26 14:45:04,296 - mmaction - INFO - Epoch [100][2920/3757] lr: 4.218e-02, eta: 2 days, 4:16:42, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5367, loss_cls: 3.3105, loss: 3.3105, grad_norm: 2.9958 2020-07-26 14:45:17,585 - mmaction - INFO - Epoch [100][2940/3757] lr: 4.218e-02, eta: 2 days, 4:16:30, time: 0.664, data_time: 0.002, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5281, loss_cls: 3.2483, loss: 3.2483, grad_norm: 2.9185 2020-07-26 14:45:29,001 - mmaction - INFO - Epoch [100][2960/3757] lr: 4.218e-02, eta: 2 days, 4:16:17, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5641, loss_cls: 3.1028, loss: 3.1028, grad_norm: 2.9017 2020-07-26 14:45:40,516 - mmaction - INFO - Epoch [100][2980/3757] lr: 4.218e-02, eta: 2 days, 4:16:03, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5359, loss_cls: 3.2606, loss: 3.2606, grad_norm: 3.0245 2020-07-26 14:45:51,925 - mmaction - INFO - Epoch [100][3000/3757] lr: 4.218e-02, eta: 2 days, 4:15:49, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3133, top5_acc: 0.5469, loss_cls: 3.2721, loss: 3.2721, grad_norm: 2.9401 2020-07-26 14:46:03,374 - mmaction - INFO - Epoch [100][3020/3757] lr: 4.218e-02, eta: 2 days, 4:15:35, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5336, loss_cls: 3.3342, loss: 3.3342, grad_norm: 3.0362 2020-07-26 14:46:14,812 - mmaction - INFO - Epoch [100][3040/3757] lr: 4.218e-02, eta: 2 days, 4:15:22, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5445, loss_cls: 3.2379, loss: 3.2379, grad_norm: 2.9091 2020-07-26 14:46:26,359 - mmaction - INFO - Epoch [100][3060/3757] lr: 4.218e-02, eta: 2 days, 4:15:08, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5602, loss_cls: 3.1683, loss: 3.1683, grad_norm: 2.9396 2020-07-26 14:46:37,783 - mmaction - INFO - Epoch [100][3080/3757] lr: 4.218e-02, eta: 2 days, 4:14:54, time: 0.571, data_time: 0.001, memory: 5232, top1_acc: 0.3250, top5_acc: 0.5602, loss_cls: 3.1453, loss: 3.1453, grad_norm: 3.0493 2020-07-26 14:46:49,221 - mmaction - INFO - Epoch [100][3100/3757] lr: 4.218e-02, eta: 2 days, 4:14:40, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5500, loss_cls: 3.2179, loss: 3.2179, grad_norm: 3.0431 2020-07-26 14:47:00,588 - mmaction - INFO - Epoch [100][3120/3757] lr: 4.218e-02, eta: 2 days, 4:14:26, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5695, loss_cls: 3.1700, loss: 3.1700, grad_norm: 3.0212 2020-07-26 14:47:12,053 - mmaction - INFO - Epoch [100][3140/3757] lr: 4.218e-02, eta: 2 days, 4:14:13, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5391, loss_cls: 3.3124, loss: 3.3124, grad_norm: 3.0000 2020-07-26 14:47:23,614 - mmaction - INFO - Epoch [100][3160/3757] lr: 4.218e-02, eta: 2 days, 4:13:59, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.2797, top5_acc: 0.5391, loss_cls: 3.3566, loss: 3.3566, grad_norm: 2.9995 2020-07-26 14:47:35,096 - mmaction - INFO - Epoch [100][3180/3757] lr: 4.218e-02, eta: 2 days, 4:13:45, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5469, loss_cls: 3.2631, loss: 3.2631, grad_norm: 2.9239 2020-07-26 14:47:46,417 - mmaction - INFO - Epoch [100][3200/3757] lr: 4.218e-02, eta: 2 days, 4:13:31, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5547, loss_cls: 3.1989, loss: 3.1989, grad_norm: 2.8058 2020-07-26 14:47:57,865 - mmaction - INFO - Epoch [100][3220/3757] lr: 4.218e-02, eta: 2 days, 4:13:18, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5469, loss_cls: 3.2312, loss: 3.2312, grad_norm: 2.9392 2020-07-26 14:48:09,275 - mmaction - INFO - Epoch [100][3240/3757] lr: 4.218e-02, eta: 2 days, 4:13:04, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2953, top5_acc: 0.5320, loss_cls: 3.3190, loss: 3.3190, grad_norm: 2.9609 2020-07-26 14:48:20,710 - mmaction - INFO - Epoch [100][3260/3757] lr: 4.218e-02, eta: 2 days, 4:12:50, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5531, loss_cls: 3.2201, loss: 3.2201, grad_norm: 2.9381 2020-07-26 14:48:32,183 - mmaction - INFO - Epoch [100][3280/3757] lr: 4.218e-02, eta: 2 days, 4:12:36, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5461, loss_cls: 3.2524, loss: 3.2524, grad_norm: 2.9625 2020-07-26 14:48:43,686 - mmaction - INFO - Epoch [100][3300/3757] lr: 4.218e-02, eta: 2 days, 4:12:23, time: 0.576, data_time: 0.002, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5336, loss_cls: 3.2813, loss: 3.2813, grad_norm: 3.0089 2020-07-26 14:48:55,138 - mmaction - INFO - Epoch [100][3320/3757] lr: 4.218e-02, eta: 2 days, 4:12:09, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5375, loss_cls: 3.3120, loss: 3.3120, grad_norm: 2.9004 2020-07-26 14:49:06,526 - mmaction - INFO - Epoch [100][3340/3757] lr: 4.218e-02, eta: 2 days, 4:11:55, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5383, loss_cls: 3.2869, loss: 3.2869, grad_norm: 2.9684 2020-07-26 14:49:17,871 - mmaction - INFO - Epoch [100][3360/3757] lr: 4.218e-02, eta: 2 days, 4:11:41, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3148, top5_acc: 0.5578, loss_cls: 3.1635, loss: 3.1635, grad_norm: 2.9268 2020-07-26 14:49:29,264 - mmaction - INFO - Epoch [100][3380/3757] lr: 4.218e-02, eta: 2 days, 4:11:27, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5617, loss_cls: 3.1772, loss: 3.1772, grad_norm: 2.9731 2020-07-26 14:49:40,707 - mmaction - INFO - Epoch [100][3400/3757] lr: 4.218e-02, eta: 2 days, 4:11:13, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5594, loss_cls: 3.1888, loss: 3.1888, grad_norm: 3.0257 2020-07-26 14:49:52,096 - mmaction - INFO - Epoch [100][3420/3757] lr: 4.218e-02, eta: 2 days, 4:11:00, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5289, loss_cls: 3.2572, loss: 3.2572, grad_norm: 2.9581 2020-07-26 14:50:03,513 - mmaction - INFO - Epoch [100][3440/3757] lr: 4.218e-02, eta: 2 days, 4:10:46, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5422, loss_cls: 3.2901, loss: 3.2901, grad_norm: 3.0132 2020-07-26 14:50:14,831 - mmaction - INFO - Epoch [100][3460/3757] lr: 4.218e-02, eta: 2 days, 4:10:32, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5437, loss_cls: 3.2511, loss: 3.2511, grad_norm: 2.9037 2020-07-26 14:50:26,350 - mmaction - INFO - Epoch [100][3480/3757] lr: 4.218e-02, eta: 2 days, 4:10:18, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5406, loss_cls: 3.2538, loss: 3.2538, grad_norm: 2.9424 2020-07-26 14:50:37,736 - mmaction - INFO - Epoch [100][3500/3757] lr: 4.218e-02, eta: 2 days, 4:10:04, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5672, loss_cls: 3.1989, loss: 3.1989, grad_norm: 2.8946 2020-07-26 14:50:49,133 - mmaction - INFO - Epoch [100][3520/3757] lr: 4.218e-02, eta: 2 days, 4:09:51, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5797, loss_cls: 3.1420, loss: 3.1420, grad_norm: 3.0552 2020-07-26 14:51:00,503 - mmaction - INFO - Epoch [100][3540/3757] lr: 4.218e-02, eta: 2 days, 4:09:37, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5727, loss_cls: 3.1595, loss: 3.1595, grad_norm: 2.9682 2020-07-26 14:51:11,958 - mmaction - INFO - Epoch [100][3560/3757] lr: 4.218e-02, eta: 2 days, 4:09:23, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5586, loss_cls: 3.1544, loss: 3.1544, grad_norm: 3.0031 2020-07-26 14:51:23,431 - mmaction - INFO - Epoch [100][3580/3757] lr: 4.218e-02, eta: 2 days, 4:09:09, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5602, loss_cls: 3.1726, loss: 3.1726, grad_norm: 3.0508 2020-07-26 14:51:34,804 - mmaction - INFO - Epoch [100][3600/3757] lr: 4.218e-02, eta: 2 days, 4:08:55, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5445, loss_cls: 3.1874, loss: 3.1874, grad_norm: 3.0300 2020-07-26 14:51:46,285 - mmaction - INFO - Epoch [100][3620/3757] lr: 4.218e-02, eta: 2 days, 4:08:42, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5312, loss_cls: 3.2601, loss: 3.2601, grad_norm: 2.9621 2020-07-26 14:51:57,721 - mmaction - INFO - Epoch [100][3640/3757] lr: 4.218e-02, eta: 2 days, 4:08:28, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5508, loss_cls: 3.2172, loss: 3.2172, grad_norm: 2.9912 2020-07-26 14:52:09,183 - mmaction - INFO - Epoch [100][3660/3757] lr: 4.218e-02, eta: 2 days, 4:08:14, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5344, loss_cls: 3.2507, loss: 3.2507, grad_norm: 2.9959 2020-07-26 14:52:20,553 - mmaction - INFO - Epoch [100][3680/3757] lr: 4.218e-02, eta: 2 days, 4:08:00, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5531, loss_cls: 3.2447, loss: 3.2447, grad_norm: 3.0287 2020-07-26 14:52:31,935 - mmaction - INFO - Epoch [100][3700/3757] lr: 4.218e-02, eta: 2 days, 4:07:46, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5563, loss_cls: 3.2219, loss: 3.2219, grad_norm: 2.9280 2020-07-26 14:52:43,335 - mmaction - INFO - Epoch [100][3720/3757] lr: 4.218e-02, eta: 2 days, 4:07:33, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5406, loss_cls: 3.2264, loss: 3.2264, grad_norm: 2.9597 2020-07-26 14:52:54,721 - mmaction - INFO - Epoch [100][3740/3757] lr: 4.218e-02, eta: 2 days, 4:07:19, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5383, loss_cls: 3.2487, loss: 3.2487, grad_norm: 3.0541 2020-07-26 14:53:09,538 - mmaction - INFO - Saving checkpoint at 100 epochs 2020-07-26 14:56:06,076 - mmaction - INFO - Epoch [101][20/3757] lr: 4.132e-02, eta: 2 days, 4:10:01, time: 8.695, data_time: 8.000, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5570, loss_cls: 3.2555, loss: 3.2555, grad_norm: 3.1557 2020-07-26 14:56:18,721 - mmaction - INFO - Epoch [101][40/3757] lr: 4.132e-02, eta: 2 days, 4:09:49, time: 0.632, data_time: 0.078, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5570, loss_cls: 3.1879, loss: 3.1879, grad_norm: 3.0959 2020-07-26 14:56:30,037 - mmaction - INFO - Epoch [101][60/3757] lr: 4.132e-02, eta: 2 days, 4:09:35, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3305, top5_acc: 0.5703, loss_cls: 3.0876, loss: 3.0876, grad_norm: 3.1432 2020-07-26 14:56:43,343 - mmaction - INFO - Epoch [101][80/3757] lr: 4.132e-02, eta: 2 days, 4:09:23, time: 0.666, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5328, loss_cls: 3.2786, loss: 3.2786, grad_norm: 3.1455 2020-07-26 14:56:56,013 - mmaction - INFO - Epoch [101][100/3757] lr: 4.132e-02, eta: 2 days, 4:09:11, time: 0.633, data_time: 0.056, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5344, loss_cls: 3.2249, loss: 3.2249, grad_norm: 3.0828 2020-07-26 14:57:09,634 - mmaction - INFO - Epoch [101][120/3757] lr: 4.132e-02, eta: 2 days, 4:09:00, time: 0.681, data_time: 0.060, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5484, loss_cls: 3.1827, loss: 3.1827, grad_norm: 2.9300 2020-07-26 14:57:21,006 - mmaction - INFO - Epoch [101][140/3757] lr: 4.132e-02, eta: 2 days, 4:08:46, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5492, loss_cls: 3.2092, loss: 3.2092, grad_norm: 3.0279 2020-07-26 14:57:32,678 - mmaction - INFO - Epoch [101][160/3757] lr: 4.132e-02, eta: 2 days, 4:08:33, time: 0.584, data_time: 0.015, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5437, loss_cls: 3.2488, loss: 3.2488, grad_norm: 3.1563 2020-07-26 14:57:45,038 - mmaction - INFO - Epoch [101][180/3757] lr: 4.132e-02, eta: 2 days, 4:08:20, time: 0.618, data_time: 0.003, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5695, loss_cls: 3.1177, loss: 3.1177, grad_norm: 3.0003 2020-07-26 14:57:56,419 - mmaction - INFO - Epoch [101][200/3757] lr: 4.132e-02, eta: 2 days, 4:08:06, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5789, loss_cls: 3.1435, loss: 3.1435, grad_norm: 3.0119 2020-07-26 14:58:07,766 - mmaction - INFO - Epoch [101][220/3757] lr: 4.132e-02, eta: 2 days, 4:07:52, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5523, loss_cls: 3.2023, loss: 3.2023, grad_norm: 2.9790 2020-07-26 14:58:19,045 - mmaction - INFO - Epoch [101][240/3757] lr: 4.132e-02, eta: 2 days, 4:07:38, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5539, loss_cls: 3.1932, loss: 3.1932, grad_norm: 3.0232 2020-07-26 14:58:30,299 - mmaction - INFO - Epoch [101][260/3757] lr: 4.132e-02, eta: 2 days, 4:07:24, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5570, loss_cls: 3.2145, loss: 3.2145, grad_norm: 3.0732 2020-07-26 14:58:41,821 - mmaction - INFO - Epoch [101][280/3757] lr: 4.132e-02, eta: 2 days, 4:07:10, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5695, loss_cls: 3.1512, loss: 3.1512, grad_norm: 2.9644 2020-07-26 14:58:53,301 - mmaction - INFO - Epoch [101][300/3757] lr: 4.132e-02, eta: 2 days, 4:06:57, time: 0.575, data_time: 0.006, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5672, loss_cls: 3.2004, loss: 3.2004, grad_norm: 3.0692 2020-07-26 14:59:04,623 - mmaction - INFO - Epoch [101][320/3757] lr: 4.132e-02, eta: 2 days, 4:06:43, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5656, loss_cls: 3.1146, loss: 3.1146, grad_norm: 2.9630 2020-07-26 14:59:16,085 - mmaction - INFO - Epoch [101][340/3757] lr: 4.132e-02, eta: 2 days, 4:06:29, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5477, loss_cls: 3.1946, loss: 3.1946, grad_norm: 3.0065 2020-07-26 14:59:27,470 - mmaction - INFO - Epoch [101][360/3757] lr: 4.132e-02, eta: 2 days, 4:06:15, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5437, loss_cls: 3.2805, loss: 3.2805, grad_norm: 3.0137 2020-07-26 14:59:38,885 - mmaction - INFO - Epoch [101][380/3757] lr: 4.132e-02, eta: 2 days, 4:06:01, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5312, loss_cls: 3.2524, loss: 3.2524, grad_norm: 2.9214 2020-07-26 14:59:50,248 - mmaction - INFO - Epoch [101][400/3757] lr: 4.132e-02, eta: 2 days, 4:05:47, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5445, loss_cls: 3.2705, loss: 3.2705, grad_norm: 3.0301 2020-07-26 15:00:01,539 - mmaction - INFO - Epoch [101][420/3757] lr: 4.132e-02, eta: 2 days, 4:05:33, time: 0.564, data_time: 0.002, memory: 5232, top1_acc: 0.3242, top5_acc: 0.5758, loss_cls: 3.1633, loss: 3.1633, grad_norm: 3.0604 2020-07-26 15:00:19,194 - mmaction - INFO - Epoch [101][440/3757] lr: 4.132e-02, eta: 2 days, 4:05:27, time: 0.880, data_time: 0.021, memory: 5232, top1_acc: 0.3141, top5_acc: 0.5406, loss_cls: 3.2361, loss: 3.2361, grad_norm: 3.0658 2020-07-26 15:00:30,778 - mmaction - INFO - Epoch [101][460/3757] lr: 4.132e-02, eta: 2 days, 4:05:14, time: 0.581, data_time: 0.006, memory: 5232, top1_acc: 0.3281, top5_acc: 0.5828, loss_cls: 3.0613, loss: 3.0613, grad_norm: 2.9503 2020-07-26 15:00:42,211 - mmaction - INFO - Epoch [101][480/3757] lr: 4.132e-02, eta: 2 days, 4:05:00, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5594, loss_cls: 3.2150, loss: 3.2150, grad_norm: 3.0740 2020-07-26 15:00:53,584 - mmaction - INFO - Epoch [101][500/3757] lr: 4.132e-02, eta: 2 days, 4:04:46, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5516, loss_cls: 3.1792, loss: 3.1792, grad_norm: 3.0462 2020-07-26 15:01:05,049 - mmaction - INFO - Epoch [101][520/3757] lr: 4.132e-02, eta: 2 days, 4:04:32, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5891, loss_cls: 3.1119, loss: 3.1119, grad_norm: 3.1052 2020-07-26 15:01:16,538 - mmaction - INFO - Epoch [101][540/3757] lr: 4.132e-02, eta: 2 days, 4:04:18, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5789, loss_cls: 3.0889, loss: 3.0889, grad_norm: 3.0350 2020-07-26 15:01:28,242 - mmaction - INFO - Epoch [101][560/3757] lr: 4.132e-02, eta: 2 days, 4:04:05, time: 0.585, data_time: 0.022, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5453, loss_cls: 3.2798, loss: 3.2798, grad_norm: 3.0638 2020-07-26 15:01:39,512 - mmaction - INFO - Epoch [101][580/3757] lr: 4.132e-02, eta: 2 days, 4:03:51, time: 0.563, data_time: 0.002, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5414, loss_cls: 3.2403, loss: 3.2403, grad_norm: 3.1333 2020-07-26 15:01:50,931 - mmaction - INFO - Epoch [101][600/3757] lr: 4.132e-02, eta: 2 days, 4:03:37, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5508, loss_cls: 3.2287, loss: 3.2287, grad_norm: 3.0873 2020-07-26 15:02:02,442 - mmaction - INFO - Epoch [101][620/3757] lr: 4.132e-02, eta: 2 days, 4:03:24, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3133, top5_acc: 0.5531, loss_cls: 3.1998, loss: 3.1998, grad_norm: 2.9960 2020-07-26 15:02:13,856 - mmaction - INFO - Epoch [101][640/3757] lr: 4.132e-02, eta: 2 days, 4:03:10, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5586, loss_cls: 3.1855, loss: 3.1855, grad_norm: 2.9445 2020-07-26 15:02:25,225 - mmaction - INFO - Epoch [101][660/3757] lr: 4.132e-02, eta: 2 days, 4:02:56, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5437, loss_cls: 3.2869, loss: 3.2869, grad_norm: 3.0687 2020-07-26 15:02:36,660 - mmaction - INFO - Epoch [101][680/3757] lr: 4.132e-02, eta: 2 days, 4:02:42, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.3203, top5_acc: 0.5687, loss_cls: 3.1711, loss: 3.1711, grad_norm: 3.0665 2020-07-26 15:02:48,152 - mmaction - INFO - Epoch [101][700/3757] lr: 4.132e-02, eta: 2 days, 4:02:28, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5430, loss_cls: 3.2546, loss: 3.2546, grad_norm: 3.0430 2020-07-26 15:02:59,587 - mmaction - INFO - Epoch [101][720/3757] lr: 4.132e-02, eta: 2 days, 4:02:14, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5500, loss_cls: 3.2338, loss: 3.2338, grad_norm: 3.0424 2020-07-26 15:03:10,972 - mmaction - INFO - Epoch [101][740/3757] lr: 4.132e-02, eta: 2 days, 4:02:01, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5672, loss_cls: 3.1119, loss: 3.1119, grad_norm: 3.1084 2020-07-26 15:03:22,381 - mmaction - INFO - Epoch [101][760/3757] lr: 4.132e-02, eta: 2 days, 4:01:47, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5422, loss_cls: 3.2590, loss: 3.2590, grad_norm: 3.1152 2020-07-26 15:03:33,837 - mmaction - INFO - Epoch [101][780/3757] lr: 4.132e-02, eta: 2 days, 4:01:33, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5594, loss_cls: 3.2078, loss: 3.2078, grad_norm: 3.0822 2020-07-26 15:03:45,382 - mmaction - INFO - Epoch [101][800/3757] lr: 4.132e-02, eta: 2 days, 4:01:19, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5633, loss_cls: 3.1930, loss: 3.1930, grad_norm: 3.0863 2020-07-26 15:03:56,817 - mmaction - INFO - Epoch [101][820/3757] lr: 4.132e-02, eta: 2 days, 4:01:06, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5172, loss_cls: 3.3150, loss: 3.3150, grad_norm: 3.0649 2020-07-26 15:04:08,331 - mmaction - INFO - Epoch [101][840/3757] lr: 4.132e-02, eta: 2 days, 4:00:52, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5531, loss_cls: 3.2005, loss: 3.2005, grad_norm: 2.9091 2020-07-26 15:04:19,665 - mmaction - INFO - Epoch [101][860/3757] lr: 4.132e-02, eta: 2 days, 4:00:38, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5805, loss_cls: 3.1158, loss: 3.1158, grad_norm: 3.0202 2020-07-26 15:04:31,014 - mmaction - INFO - Epoch [101][880/3757] lr: 4.132e-02, eta: 2 days, 4:00:24, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5641, loss_cls: 3.1707, loss: 3.1707, grad_norm: 3.0455 2020-07-26 15:04:42,519 - mmaction - INFO - Epoch [101][900/3757] lr: 4.132e-02, eta: 2 days, 4:00:10, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5523, loss_cls: 3.2846, loss: 3.2846, grad_norm: 3.0002 2020-07-26 15:04:58,156 - mmaction - INFO - Epoch [101][920/3757] lr: 4.132e-02, eta: 2 days, 4:00:02, time: 0.782, data_time: 0.104, memory: 5232, top1_acc: 0.3133, top5_acc: 0.5586, loss_cls: 3.2044, loss: 3.2044, grad_norm: 2.9699 2020-07-26 15:05:11,706 - mmaction - INFO - Epoch [101][940/3757] lr: 4.132e-02, eta: 2 days, 3:59:51, time: 0.677, data_time: 0.065, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5648, loss_cls: 3.2487, loss: 3.2487, grad_norm: 2.9729 2020-07-26 15:05:26,236 - mmaction - INFO - Epoch [101][960/3757] lr: 4.132e-02, eta: 2 days, 3:59:41, time: 0.727, data_time: 0.014, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5234, loss_cls: 3.3343, loss: 3.3343, grad_norm: 3.1021 2020-07-26 15:05:38,830 - mmaction - INFO - Epoch [101][980/3757] lr: 4.132e-02, eta: 2 days, 3:59:28, time: 0.630, data_time: 0.002, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5594, loss_cls: 3.2078, loss: 3.2078, grad_norm: 3.1001 2020-07-26 15:05:52,450 - mmaction - INFO - Epoch [101][1000/3757] lr: 4.132e-02, eta: 2 days, 3:59:17, time: 0.681, data_time: 0.059, memory: 5232, top1_acc: 0.3180, top5_acc: 0.5484, loss_cls: 3.2368, loss: 3.2368, grad_norm: 2.9832 2020-07-26 15:06:05,057 - mmaction - INFO - Epoch [101][1020/3757] lr: 4.132e-02, eta: 2 days, 3:59:05, time: 0.630, data_time: 0.003, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5320, loss_cls: 3.2858, loss: 3.2858, grad_norm: 3.0012 2020-07-26 15:06:16,628 - mmaction - INFO - Epoch [101][1040/3757] lr: 4.132e-02, eta: 2 days, 3:58:51, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5547, loss_cls: 3.2274, loss: 3.2274, grad_norm: 3.0254 2020-07-26 15:06:27,958 - mmaction - INFO - Epoch [101][1060/3757] lr: 4.132e-02, eta: 2 days, 3:58:37, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5516, loss_cls: 3.2247, loss: 3.2247, grad_norm: 3.0733 2020-07-26 15:06:39,439 - mmaction - INFO - Epoch [101][1080/3757] lr: 4.132e-02, eta: 2 days, 3:58:23, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2953, top5_acc: 0.5203, loss_cls: 3.2904, loss: 3.2904, grad_norm: 3.0726 2020-07-26 15:06:51,032 - mmaction - INFO - Epoch [101][1100/3757] lr: 4.132e-02, eta: 2 days, 3:58:10, time: 0.580, data_time: 0.003, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5789, loss_cls: 3.1251, loss: 3.1251, grad_norm: 3.0165 2020-07-26 15:07:02,487 - mmaction - INFO - Epoch [101][1120/3757] lr: 4.132e-02, eta: 2 days, 3:57:56, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5648, loss_cls: 3.0952, loss: 3.0952, grad_norm: 3.0027 2020-07-26 15:07:13,958 - mmaction - INFO - Epoch [101][1140/3757] lr: 4.132e-02, eta: 2 days, 3:57:42, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5648, loss_cls: 3.1928, loss: 3.1928, grad_norm: 3.0342 2020-07-26 15:07:25,437 - mmaction - INFO - Epoch [101][1160/3757] lr: 4.132e-02, eta: 2 days, 3:57:29, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5547, loss_cls: 3.1325, loss: 3.1325, grad_norm: 3.0828 2020-07-26 15:07:36,882 - mmaction - INFO - Epoch [101][1180/3757] lr: 4.132e-02, eta: 2 days, 3:57:15, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5422, loss_cls: 3.2556, loss: 3.2556, grad_norm: 3.0818 2020-07-26 15:07:48,459 - mmaction - INFO - Epoch [101][1200/3757] lr: 4.132e-02, eta: 2 days, 3:57:01, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5211, loss_cls: 3.3039, loss: 3.3039, grad_norm: 3.0302 2020-07-26 15:07:59,941 - mmaction - INFO - Epoch [101][1220/3757] lr: 4.132e-02, eta: 2 days, 3:56:47, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5430, loss_cls: 3.2551, loss: 3.2551, grad_norm: 3.0563 2020-07-26 15:08:11,389 - mmaction - INFO - Epoch [101][1240/3757] lr: 4.132e-02, eta: 2 days, 3:56:34, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5453, loss_cls: 3.2484, loss: 3.2484, grad_norm: 3.0315 2020-07-26 15:08:22,871 - mmaction - INFO - Epoch [101][1260/3757] lr: 4.132e-02, eta: 2 days, 3:56:20, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5602, loss_cls: 3.1516, loss: 3.1516, grad_norm: 3.0513 2020-07-26 15:08:34,348 - mmaction - INFO - Epoch [101][1280/3757] lr: 4.132e-02, eta: 2 days, 3:56:06, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5617, loss_cls: 3.1781, loss: 3.1781, grad_norm: 3.0050 2020-07-26 15:08:45,850 - mmaction - INFO - Epoch [101][1300/3757] lr: 4.132e-02, eta: 2 days, 3:55:52, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3180, top5_acc: 0.5695, loss_cls: 3.2186, loss: 3.2186, grad_norm: 3.1072 2020-07-26 15:08:57,287 - mmaction - INFO - Epoch [101][1320/3757] lr: 4.132e-02, eta: 2 days, 3:55:39, time: 0.572, data_time: 0.005, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5531, loss_cls: 3.1851, loss: 3.1851, grad_norm: 3.0291 2020-07-26 15:09:08,759 - mmaction - INFO - Epoch [101][1340/3757] lr: 4.132e-02, eta: 2 days, 3:55:25, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5648, loss_cls: 3.1294, loss: 3.1294, grad_norm: 2.9889 2020-07-26 15:09:20,162 - mmaction - INFO - Epoch [101][1360/3757] lr: 4.132e-02, eta: 2 days, 3:55:11, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5656, loss_cls: 3.2002, loss: 3.2002, grad_norm: 3.0402 2020-07-26 15:09:31,519 - mmaction - INFO - Epoch [101][1380/3757] lr: 4.132e-02, eta: 2 days, 3:54:57, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5453, loss_cls: 3.2162, loss: 3.2162, grad_norm: 3.0090 2020-07-26 15:09:42,894 - mmaction - INFO - Epoch [101][1400/3757] lr: 4.132e-02, eta: 2 days, 3:54:43, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5492, loss_cls: 3.2107, loss: 3.2107, grad_norm: 3.0364 2020-07-26 15:09:54,418 - mmaction - INFO - Epoch [101][1420/3757] lr: 4.132e-02, eta: 2 days, 3:54:30, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.3203, top5_acc: 0.5758, loss_cls: 3.1322, loss: 3.1322, grad_norm: 3.0192 2020-07-26 15:10:05,794 - mmaction - INFO - Epoch [101][1440/3757] lr: 4.132e-02, eta: 2 days, 3:54:16, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2953, top5_acc: 0.5391, loss_cls: 3.2625, loss: 3.2625, grad_norm: 3.0398 2020-07-26 15:10:17,545 - mmaction - INFO - Epoch [101][1460/3757] lr: 4.132e-02, eta: 2 days, 3:54:02, time: 0.587, data_time: 0.017, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5508, loss_cls: 3.3010, loss: 3.3010, grad_norm: 3.0718 2020-07-26 15:10:28,951 - mmaction - INFO - Epoch [101][1480/3757] lr: 4.132e-02, eta: 2 days, 3:53:49, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5703, loss_cls: 3.2222, loss: 3.2222, grad_norm: 3.1482 2020-07-26 15:10:40,342 - mmaction - INFO - Epoch [101][1500/3757] lr: 4.132e-02, eta: 2 days, 3:53:35, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5695, loss_cls: 3.1819, loss: 3.1819, grad_norm: 3.0344 2020-07-26 15:10:51,715 - mmaction - INFO - Epoch [101][1520/3757] lr: 4.132e-02, eta: 2 days, 3:53:21, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3180, top5_acc: 0.5422, loss_cls: 3.2680, loss: 3.2680, grad_norm: 3.1235 2020-07-26 15:11:03,223 - mmaction - INFO - Epoch [101][1540/3757] lr: 4.132e-02, eta: 2 days, 3:53:07, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5430, loss_cls: 3.2777, loss: 3.2777, grad_norm: 2.9670 2020-07-26 15:11:14,557 - mmaction - INFO - Epoch [101][1560/3757] lr: 4.132e-02, eta: 2 days, 3:52:53, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.3133, top5_acc: 0.5609, loss_cls: 3.1784, loss: 3.1784, grad_norm: 3.0154 2020-07-26 15:11:25,820 - mmaction - INFO - Epoch [101][1580/3757] lr: 4.132e-02, eta: 2 days, 3:52:39, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.3141, top5_acc: 0.5672, loss_cls: 3.1990, loss: 3.1990, grad_norm: 3.0166 2020-07-26 15:11:37,086 - mmaction - INFO - Epoch [101][1600/3757] lr: 4.132e-02, eta: 2 days, 3:52:25, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5422, loss_cls: 3.2473, loss: 3.2473, grad_norm: 3.0146 2020-07-26 15:11:48,549 - mmaction - INFO - Epoch [101][1620/3757] lr: 4.132e-02, eta: 2 days, 3:52:12, time: 0.573, data_time: 0.005, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5227, loss_cls: 3.2879, loss: 3.2879, grad_norm: 2.9788 2020-07-26 15:12:00,022 - mmaction - INFO - Epoch [101][1640/3757] lr: 4.132e-02, eta: 2 days, 3:51:58, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5680, loss_cls: 3.1664, loss: 3.1664, grad_norm: 2.9783 2020-07-26 15:12:11,423 - mmaction - INFO - Epoch [101][1660/3757] lr: 4.132e-02, eta: 2 days, 3:51:44, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5648, loss_cls: 3.1958, loss: 3.1958, grad_norm: 3.0217 2020-07-26 15:12:22,899 - mmaction - INFO - Epoch [101][1680/3757] lr: 4.132e-02, eta: 2 days, 3:51:30, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5664, loss_cls: 3.1846, loss: 3.1846, grad_norm: 3.0864 2020-07-26 15:12:34,307 - mmaction - INFO - Epoch [101][1700/3757] lr: 4.132e-02, eta: 2 days, 3:51:17, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5461, loss_cls: 3.2839, loss: 3.2839, grad_norm: 3.0512 2020-07-26 15:12:45,784 - mmaction - INFO - Epoch [101][1720/3757] lr: 4.132e-02, eta: 2 days, 3:51:03, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5547, loss_cls: 3.2365, loss: 3.2365, grad_norm: 3.0244 2020-07-26 15:12:57,099 - mmaction - INFO - Epoch [101][1740/3757] lr: 4.132e-02, eta: 2 days, 3:50:49, time: 0.565, data_time: 0.002, memory: 5232, top1_acc: 0.2953, top5_acc: 0.5531, loss_cls: 3.1967, loss: 3.1967, grad_norm: 2.9926 2020-07-26 15:13:08,587 - mmaction - INFO - Epoch [101][1760/3757] lr: 4.132e-02, eta: 2 days, 3:50:35, time: 0.575, data_time: 0.002, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5516, loss_cls: 3.2492, loss: 3.2492, grad_norm: 3.0558 2020-07-26 15:13:19,997 - mmaction - INFO - Epoch [101][1780/3757] lr: 4.132e-02, eta: 2 days, 3:50:21, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5336, loss_cls: 3.2167, loss: 3.2167, grad_norm: 3.0312 2020-07-26 15:13:31,333 - mmaction - INFO - Epoch [101][1800/3757] lr: 4.132e-02, eta: 2 days, 3:50:07, time: 0.567, data_time: 0.004, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5531, loss_cls: 3.2222, loss: 3.2222, grad_norm: 3.0567 2020-07-26 15:13:42,731 - mmaction - INFO - Epoch [101][1820/3757] lr: 4.132e-02, eta: 2 days, 3:49:54, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3266, top5_acc: 0.5555, loss_cls: 3.1654, loss: 3.1654, grad_norm: 2.9293 2020-07-26 15:13:54,112 - mmaction - INFO - Epoch [101][1840/3757] lr: 4.132e-02, eta: 2 days, 3:49:40, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3281, top5_acc: 0.5609, loss_cls: 3.1244, loss: 3.1244, grad_norm: 2.9789 2020-07-26 15:14:05,524 - mmaction - INFO - Epoch [101][1860/3757] lr: 4.132e-02, eta: 2 days, 3:49:26, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5594, loss_cls: 3.1856, loss: 3.1856, grad_norm: 3.0377 2020-07-26 15:14:16,926 - mmaction - INFO - Epoch [101][1880/3757] lr: 4.132e-02, eta: 2 days, 3:49:12, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5359, loss_cls: 3.2630, loss: 3.2630, grad_norm: 2.9802 2020-07-26 15:14:28,500 - mmaction - INFO - Epoch [101][1900/3757] lr: 4.132e-02, eta: 2 days, 3:48:59, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5437, loss_cls: 3.1758, loss: 3.1758, grad_norm: 3.0594 2020-07-26 15:14:39,902 - mmaction - INFO - Epoch [101][1920/3757] lr: 4.132e-02, eta: 2 days, 3:48:45, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5461, loss_cls: 3.2780, loss: 3.2780, grad_norm: 3.0967 2020-07-26 15:14:51,338 - mmaction - INFO - Epoch [101][1940/3757] lr: 4.132e-02, eta: 2 days, 3:48:31, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.3344, top5_acc: 0.6008, loss_cls: 3.0396, loss: 3.0396, grad_norm: 2.9998 2020-07-26 15:15:02,858 - mmaction - INFO - Epoch [101][1960/3757] lr: 4.132e-02, eta: 2 days, 3:48:17, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3266, top5_acc: 0.5625, loss_cls: 3.1556, loss: 3.1556, grad_norm: 2.9655 2020-07-26 15:15:14,246 - mmaction - INFO - Epoch [101][1980/3757] lr: 4.132e-02, eta: 2 days, 3:48:03, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5758, loss_cls: 3.1039, loss: 3.1039, grad_norm: 3.0625 2020-07-26 15:15:25,661 - mmaction - INFO - Epoch [101][2000/3757] lr: 4.132e-02, eta: 2 days, 3:47:50, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5523, loss_cls: 3.1574, loss: 3.1574, grad_norm: 3.0662 2020-07-26 15:15:37,320 - mmaction - INFO - Epoch [101][2020/3757] lr: 4.132e-02, eta: 2 days, 3:47:36, time: 0.583, data_time: 0.021, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5461, loss_cls: 3.2770, loss: 3.2770, grad_norm: 3.1350 2020-07-26 15:15:48,743 - mmaction - INFO - Epoch [101][2040/3757] lr: 4.132e-02, eta: 2 days, 3:47:22, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5500, loss_cls: 3.2432, loss: 3.2432, grad_norm: 3.0342 2020-07-26 15:16:00,141 - mmaction - INFO - Epoch [101][2060/3757] lr: 4.132e-02, eta: 2 days, 3:47:09, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5711, loss_cls: 3.1828, loss: 3.1828, grad_norm: 3.0036 2020-07-26 15:16:11,583 - mmaction - INFO - Epoch [101][2080/3757] lr: 4.132e-02, eta: 2 days, 3:46:55, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5445, loss_cls: 3.2904, loss: 3.2904, grad_norm: 3.0374 2020-07-26 15:16:23,046 - mmaction - INFO - Epoch [101][2100/3757] lr: 4.132e-02, eta: 2 days, 3:46:41, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5492, loss_cls: 3.1643, loss: 3.1643, grad_norm: 2.9836 2020-07-26 15:16:34,437 - mmaction - INFO - Epoch [101][2120/3757] lr: 4.132e-02, eta: 2 days, 3:46:27, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5531, loss_cls: 3.2147, loss: 3.2147, grad_norm: 3.0652 2020-07-26 15:16:45,804 - mmaction - INFO - Epoch [101][2140/3757] lr: 4.132e-02, eta: 2 days, 3:46:13, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5523, loss_cls: 3.1928, loss: 3.1928, grad_norm: 3.0205 2020-07-26 15:16:57,192 - mmaction - INFO - Epoch [101][2160/3757] lr: 4.132e-02, eta: 2 days, 3:46:00, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3141, top5_acc: 0.5828, loss_cls: 3.1423, loss: 3.1423, grad_norm: 3.0840 2020-07-26 15:17:08,622 - mmaction - INFO - Epoch [101][2180/3757] lr: 4.132e-02, eta: 2 days, 3:45:46, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5359, loss_cls: 3.2808, loss: 3.2808, grad_norm: 3.1157 2020-07-26 15:17:20,134 - mmaction - INFO - Epoch [101][2200/3757] lr: 4.132e-02, eta: 2 days, 3:45:32, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5508, loss_cls: 3.3001, loss: 3.3001, grad_norm: 3.0635 2020-07-26 15:17:31,552 - mmaction - INFO - Epoch [101][2220/3757] lr: 4.132e-02, eta: 2 days, 3:45:18, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5227, loss_cls: 3.3544, loss: 3.3544, grad_norm: 3.0445 2020-07-26 15:17:42,848 - mmaction - INFO - Epoch [101][2240/3757] lr: 4.132e-02, eta: 2 days, 3:45:04, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5469, loss_cls: 3.2405, loss: 3.2405, grad_norm: 2.8780 2020-07-26 15:17:54,278 - mmaction - INFO - Epoch [101][2260/3757] lr: 4.132e-02, eta: 2 days, 3:44:51, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3344, top5_acc: 0.5891, loss_cls: 3.0909, loss: 3.0909, grad_norm: 2.8920 2020-07-26 15:18:05,690 - mmaction - INFO - Epoch [101][2280/3757] lr: 4.132e-02, eta: 2 days, 3:44:37, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5492, loss_cls: 3.2319, loss: 3.2319, grad_norm: 3.0559 2020-07-26 15:18:17,181 - mmaction - INFO - Epoch [101][2300/3757] lr: 4.132e-02, eta: 2 days, 3:44:23, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5531, loss_cls: 3.1728, loss: 3.1728, grad_norm: 3.0706 2020-07-26 15:18:28,458 - mmaction - INFO - Epoch [101][2320/3757] lr: 4.132e-02, eta: 2 days, 3:44:09, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5336, loss_cls: 3.3044, loss: 3.3044, grad_norm: 3.0423 2020-07-26 15:18:39,913 - mmaction - INFO - Epoch [101][2340/3757] lr: 4.132e-02, eta: 2 days, 3:43:55, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5813, loss_cls: 3.1874, loss: 3.1874, grad_norm: 3.0912 2020-07-26 15:18:51,311 - mmaction - INFO - Epoch [101][2360/3757] lr: 4.132e-02, eta: 2 days, 3:43:42, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5383, loss_cls: 3.2900, loss: 3.2900, grad_norm: 3.0609 2020-07-26 15:19:02,832 - mmaction - INFO - Epoch [101][2380/3757] lr: 4.132e-02, eta: 2 days, 3:43:28, time: 0.576, data_time: 0.010, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5344, loss_cls: 3.2783, loss: 3.2783, grad_norm: 3.0074 2020-07-26 15:19:14,208 - mmaction - INFO - Epoch [101][2400/3757] lr: 4.132e-02, eta: 2 days, 3:43:14, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5641, loss_cls: 3.1657, loss: 3.1657, grad_norm: 2.9803 2020-07-26 15:19:25,762 - mmaction - INFO - Epoch [101][2420/3757] lr: 4.132e-02, eta: 2 days, 3:43:01, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5531, loss_cls: 3.1824, loss: 3.1824, grad_norm: 3.0158 2020-07-26 15:19:37,261 - mmaction - INFO - Epoch [101][2440/3757] lr: 4.132e-02, eta: 2 days, 3:42:47, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3250, top5_acc: 0.5617, loss_cls: 3.1132, loss: 3.1132, grad_norm: 2.9819 2020-07-26 15:19:48,676 - mmaction - INFO - Epoch [101][2460/3757] lr: 4.132e-02, eta: 2 days, 3:42:33, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5641, loss_cls: 3.2134, loss: 3.2134, grad_norm: 2.9743 2020-07-26 15:20:00,045 - mmaction - INFO - Epoch [101][2480/3757] lr: 4.132e-02, eta: 2 days, 3:42:19, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5555, loss_cls: 3.1743, loss: 3.1743, grad_norm: 3.0783 2020-07-26 15:20:11,540 - mmaction - INFO - Epoch [101][2500/3757] lr: 4.132e-02, eta: 2 days, 3:42:06, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5539, loss_cls: 3.1897, loss: 3.1897, grad_norm: 3.1414 2020-07-26 15:20:22,981 - mmaction - INFO - Epoch [101][2520/3757] lr: 4.132e-02, eta: 2 days, 3:41:52, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5492, loss_cls: 3.2723, loss: 3.2723, grad_norm: 3.1114 2020-07-26 15:20:34,271 - mmaction - INFO - Epoch [101][2540/3757] lr: 4.132e-02, eta: 2 days, 3:41:38, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.3133, top5_acc: 0.5258, loss_cls: 3.2560, loss: 3.2560, grad_norm: 3.0976 2020-07-26 15:20:45,587 - mmaction - INFO - Epoch [101][2560/3757] lr: 4.132e-02, eta: 2 days, 3:41:24, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5602, loss_cls: 3.1386, loss: 3.1386, grad_norm: 3.0991 2020-07-26 15:20:56,986 - mmaction - INFO - Epoch [101][2580/3757] lr: 4.132e-02, eta: 2 days, 3:41:10, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3352, top5_acc: 0.5813, loss_cls: 3.1421, loss: 3.1421, grad_norm: 3.0958 2020-07-26 15:21:08,453 - mmaction - INFO - Epoch [101][2600/3757] lr: 4.132e-02, eta: 2 days, 3:40:56, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5586, loss_cls: 3.2143, loss: 3.2143, grad_norm: 3.0967 2020-07-26 15:21:19,958 - mmaction - INFO - Epoch [101][2620/3757] lr: 4.132e-02, eta: 2 days, 3:40:43, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5219, loss_cls: 3.2923, loss: 3.2923, grad_norm: 3.1424 2020-07-26 15:21:31,284 - mmaction - INFO - Epoch [101][2640/3757] lr: 4.132e-02, eta: 2 days, 3:40:29, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5352, loss_cls: 3.3332, loss: 3.3332, grad_norm: 3.0679 2020-07-26 15:21:42,598 - mmaction - INFO - Epoch [101][2660/3757] lr: 4.132e-02, eta: 2 days, 3:40:15, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5336, loss_cls: 3.2931, loss: 3.2931, grad_norm: 2.9730 2020-07-26 15:21:53,890 - mmaction - INFO - Epoch [101][2680/3757] lr: 4.132e-02, eta: 2 days, 3:40:01, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5523, loss_cls: 3.2757, loss: 3.2757, grad_norm: 3.0601 2020-07-26 15:22:05,353 - mmaction - INFO - Epoch [101][2700/3757] lr: 4.132e-02, eta: 2 days, 3:39:47, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5469, loss_cls: 3.2306, loss: 3.2306, grad_norm: 2.9700 2020-07-26 15:22:16,670 - mmaction - INFO - Epoch [101][2720/3757] lr: 4.132e-02, eta: 2 days, 3:39:33, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3203, top5_acc: 0.5742, loss_cls: 3.1142, loss: 3.1142, grad_norm: 3.0228 2020-07-26 15:22:28,087 - mmaction - INFO - Epoch [101][2740/3757] lr: 4.132e-02, eta: 2 days, 3:39:20, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3133, top5_acc: 0.5617, loss_cls: 3.1293, loss: 3.1293, grad_norm: 3.1089 2020-07-26 15:22:39,465 - mmaction - INFO - Epoch [101][2760/3757] lr: 4.132e-02, eta: 2 days, 3:39:06, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3133, top5_acc: 0.5555, loss_cls: 3.2879, loss: 3.2879, grad_norm: 3.0370 2020-07-26 15:22:50,945 - mmaction - INFO - Epoch [101][2780/3757] lr: 4.132e-02, eta: 2 days, 3:38:52, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3180, top5_acc: 0.5531, loss_cls: 3.2436, loss: 3.2436, grad_norm: 3.0441 2020-07-26 15:23:02,219 - mmaction - INFO - Epoch [101][2800/3757] lr: 4.132e-02, eta: 2 days, 3:38:38, time: 0.563, data_time: 0.002, memory: 5232, top1_acc: 0.3133, top5_acc: 0.5672, loss_cls: 3.1913, loss: 3.1913, grad_norm: 3.0684 2020-07-26 15:23:13,634 - mmaction - INFO - Epoch [101][2820/3757] lr: 4.132e-02, eta: 2 days, 3:38:24, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5469, loss_cls: 3.2801, loss: 3.2801, grad_norm: 3.0376 2020-07-26 15:23:25,139 - mmaction - INFO - Epoch [101][2840/3757] lr: 4.132e-02, eta: 2 days, 3:38:11, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5594, loss_cls: 3.1501, loss: 3.1501, grad_norm: 3.0227 2020-07-26 15:23:36,670 - mmaction - INFO - Epoch [101][2860/3757] lr: 4.132e-02, eta: 2 days, 3:37:57, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5219, loss_cls: 3.3207, loss: 3.3207, grad_norm: 3.1792 2020-07-26 15:23:48,167 - mmaction - INFO - Epoch [101][2880/3757] lr: 4.132e-02, eta: 2 days, 3:37:43, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5703, loss_cls: 3.1458, loss: 3.1458, grad_norm: 2.9416 2020-07-26 15:23:59,594 - mmaction - INFO - Epoch [101][2900/3757] lr: 4.132e-02, eta: 2 days, 3:37:30, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3180, top5_acc: 0.5633, loss_cls: 3.1242, loss: 3.1242, grad_norm: 2.9824 2020-07-26 15:24:10,967 - mmaction - INFO - Epoch [101][2920/3757] lr: 4.132e-02, eta: 2 days, 3:37:16, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5719, loss_cls: 3.1587, loss: 3.1587, grad_norm: 3.0911 2020-07-26 15:24:22,398 - mmaction - INFO - Epoch [101][2940/3757] lr: 4.132e-02, eta: 2 days, 3:37:02, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5336, loss_cls: 3.2696, loss: 3.2696, grad_norm: 3.0902 2020-07-26 15:24:33,860 - mmaction - INFO - Epoch [101][2960/3757] lr: 4.132e-02, eta: 2 days, 3:36:48, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5266, loss_cls: 3.2800, loss: 3.2800, grad_norm: 3.0389 2020-07-26 15:24:45,197 - mmaction - INFO - Epoch [101][2980/3757] lr: 4.132e-02, eta: 2 days, 3:36:34, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5766, loss_cls: 3.1484, loss: 3.1484, grad_norm: 3.0870 2020-07-26 15:24:56,647 - mmaction - INFO - Epoch [101][3000/3757] lr: 4.132e-02, eta: 2 days, 3:36:21, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5492, loss_cls: 3.1757, loss: 3.1757, grad_norm: 3.0339 2020-07-26 15:25:08,119 - mmaction - INFO - Epoch [101][3020/3757] lr: 4.132e-02, eta: 2 days, 3:36:07, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5570, loss_cls: 3.2368, loss: 3.2368, grad_norm: 3.0588 2020-07-26 15:25:19,591 - mmaction - INFO - Epoch [101][3040/3757] lr: 4.132e-02, eta: 2 days, 3:35:53, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5359, loss_cls: 3.2991, loss: 3.2991, grad_norm: 2.9770 2020-07-26 15:25:30,957 - mmaction - INFO - Epoch [101][3060/3757] lr: 4.132e-02, eta: 2 days, 3:35:39, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5461, loss_cls: 3.2376, loss: 3.2376, grad_norm: 3.0610 2020-07-26 15:25:42,472 - mmaction - INFO - Epoch [101][3080/3757] lr: 4.132e-02, eta: 2 days, 3:35:26, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5383, loss_cls: 3.2845, loss: 3.2845, grad_norm: 3.0416 2020-07-26 15:25:54,033 - mmaction - INFO - Epoch [101][3100/3757] lr: 4.132e-02, eta: 2 days, 3:35:12, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5484, loss_cls: 3.2041, loss: 3.2041, grad_norm: 2.9975 2020-07-26 15:26:05,543 - mmaction - INFO - Epoch [101][3120/3757] lr: 4.132e-02, eta: 2 days, 3:34:58, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5523, loss_cls: 3.1689, loss: 3.1689, grad_norm: 3.0180 2020-07-26 15:26:17,066 - mmaction - INFO - Epoch [101][3140/3757] lr: 4.132e-02, eta: 2 days, 3:34:45, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5367, loss_cls: 3.2569, loss: 3.2569, grad_norm: 2.9693 2020-07-26 15:26:28,602 - mmaction - INFO - Epoch [101][3160/3757] lr: 4.132e-02, eta: 2 days, 3:34:31, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5250, loss_cls: 3.2646, loss: 3.2646, grad_norm: 3.0331 2020-07-26 15:26:39,984 - mmaction - INFO - Epoch [101][3180/3757] lr: 4.132e-02, eta: 2 days, 3:34:17, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5430, loss_cls: 3.2660, loss: 3.2660, grad_norm: 3.0960 2020-07-26 15:26:51,404 - mmaction - INFO - Epoch [101][3200/3757] lr: 4.132e-02, eta: 2 days, 3:34:04, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5398, loss_cls: 3.2062, loss: 3.2062, grad_norm: 2.9893 2020-07-26 15:27:02,732 - mmaction - INFO - Epoch [101][3220/3757] lr: 4.132e-02, eta: 2 days, 3:33:50, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5648, loss_cls: 3.1802, loss: 3.1802, grad_norm: 3.1289 2020-07-26 15:27:14,130 - mmaction - INFO - Epoch [101][3240/3757] lr: 4.132e-02, eta: 2 days, 3:33:36, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5273, loss_cls: 3.3035, loss: 3.3035, grad_norm: 3.0454 2020-07-26 15:27:25,543 - mmaction - INFO - Epoch [101][3260/3757] lr: 4.132e-02, eta: 2 days, 3:33:22, time: 0.571, data_time: 0.018, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5578, loss_cls: 3.1301, loss: 3.1301, grad_norm: 2.9944 2020-07-26 15:27:36,748 - mmaction - INFO - Epoch [101][3280/3757] lr: 4.132e-02, eta: 2 days, 3:33:08, time: 0.560, data_time: 0.003, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5344, loss_cls: 3.2996, loss: 3.2996, grad_norm: 3.1132 2020-07-26 15:27:48,024 - mmaction - INFO - Epoch [101][3300/3757] lr: 4.132e-02, eta: 2 days, 3:32:54, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5641, loss_cls: 3.1374, loss: 3.1374, grad_norm: 2.9863 2020-07-26 15:27:59,350 - mmaction - INFO - Epoch [101][3320/3757] lr: 4.132e-02, eta: 2 days, 3:32:40, time: 0.566, data_time: 0.004, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5367, loss_cls: 3.3050, loss: 3.3050, grad_norm: 3.0213 2020-07-26 15:28:10,514 - mmaction - INFO - Epoch [101][3340/3757] lr: 4.132e-02, eta: 2 days, 3:32:26, time: 0.559, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5563, loss_cls: 3.2167, loss: 3.2167, grad_norm: 2.9803 2020-07-26 15:28:21,761 - mmaction - INFO - Epoch [101][3360/3757] lr: 4.132e-02, eta: 2 days, 3:32:12, time: 0.562, data_time: 0.003, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5648, loss_cls: 3.2139, loss: 3.2139, grad_norm: 3.0178 2020-07-26 15:28:33,083 - mmaction - INFO - Epoch [101][3380/3757] lr: 4.132e-02, eta: 2 days, 3:31:58, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5453, loss_cls: 3.2761, loss: 3.2761, grad_norm: 3.0369 2020-07-26 15:28:44,356 - mmaction - INFO - Epoch [101][3400/3757] lr: 4.132e-02, eta: 2 days, 3:31:44, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.3375, top5_acc: 0.5680, loss_cls: 3.1302, loss: 3.1302, grad_norm: 2.9733 2020-07-26 15:28:55,659 - mmaction - INFO - Epoch [101][3420/3757] lr: 4.132e-02, eta: 2 days, 3:31:31, time: 0.566, data_time: 0.004, memory: 5232, top1_acc: 0.2766, top5_acc: 0.5406, loss_cls: 3.3064, loss: 3.3064, grad_norm: 2.9809 2020-07-26 15:29:07,130 - mmaction - INFO - Epoch [101][3440/3757] lr: 4.132e-02, eta: 2 days, 3:31:17, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5508, loss_cls: 3.2088, loss: 3.2088, grad_norm: 2.9577 2020-07-26 15:29:18,596 - mmaction - INFO - Epoch [101][3460/3757] lr: 4.132e-02, eta: 2 days, 3:31:03, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3180, top5_acc: 0.5547, loss_cls: 3.2294, loss: 3.2294, grad_norm: 2.9549 2020-07-26 15:29:30,086 - mmaction - INFO - Epoch [101][3480/3757] lr: 4.132e-02, eta: 2 days, 3:30:49, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5523, loss_cls: 3.2665, loss: 3.2665, grad_norm: 3.0568 2020-07-26 15:29:41,517 - mmaction - INFO - Epoch [101][3500/3757] lr: 4.132e-02, eta: 2 days, 3:30:36, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5586, loss_cls: 3.2107, loss: 3.2107, grad_norm: 3.0091 2020-07-26 15:29:52,997 - mmaction - INFO - Epoch [101][3520/3757] lr: 4.132e-02, eta: 2 days, 3:30:22, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5406, loss_cls: 3.3116, loss: 3.3116, grad_norm: 3.0525 2020-07-26 15:30:04,445 - mmaction - INFO - Epoch [101][3540/3757] lr: 4.132e-02, eta: 2 days, 3:30:08, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5484, loss_cls: 3.1658, loss: 3.1658, grad_norm: 3.0008 2020-07-26 15:30:15,933 - mmaction - INFO - Epoch [101][3560/3757] lr: 4.132e-02, eta: 2 days, 3:29:55, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3258, top5_acc: 0.5625, loss_cls: 3.1451, loss: 3.1451, grad_norm: 3.0109 2020-07-26 15:30:27,357 - mmaction - INFO - Epoch [101][3580/3757] lr: 4.132e-02, eta: 2 days, 3:29:41, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5281, loss_cls: 3.2876, loss: 3.2876, grad_norm: 3.0786 2020-07-26 15:30:38,873 - mmaction - INFO - Epoch [101][3600/3757] lr: 4.132e-02, eta: 2 days, 3:29:27, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5492, loss_cls: 3.2445, loss: 3.2445, grad_norm: 3.0604 2020-07-26 15:30:50,809 - mmaction - INFO - Epoch [101][3620/3757] lr: 4.132e-02, eta: 2 days, 3:29:14, time: 0.597, data_time: 0.025, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5687, loss_cls: 3.1930, loss: 3.1930, grad_norm: 2.9927 2020-07-26 15:31:02,410 - mmaction - INFO - Epoch [101][3640/3757] lr: 4.132e-02, eta: 2 days, 3:29:01, time: 0.580, data_time: 0.018, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5563, loss_cls: 3.2111, loss: 3.2111, grad_norm: 3.0356 2020-07-26 15:31:13,796 - mmaction - INFO - Epoch [101][3660/3757] lr: 4.132e-02, eta: 2 days, 3:28:47, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5352, loss_cls: 3.2168, loss: 3.2168, grad_norm: 3.1013 2020-07-26 15:31:25,176 - mmaction - INFO - Epoch [101][3680/3757] lr: 4.132e-02, eta: 2 days, 3:28:33, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5656, loss_cls: 3.1582, loss: 3.1582, grad_norm: 3.0441 2020-07-26 15:31:36,627 - mmaction - INFO - Epoch [101][3700/3757] lr: 4.132e-02, eta: 2 days, 3:28:19, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5422, loss_cls: 3.2595, loss: 3.2595, grad_norm: 2.9827 2020-07-26 15:31:48,090 - mmaction - INFO - Epoch [101][3720/3757] lr: 4.132e-02, eta: 2 days, 3:28:05, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5617, loss_cls: 3.1109, loss: 3.1109, grad_norm: 2.9496 2020-07-26 15:31:59,513 - mmaction - INFO - Epoch [101][3740/3757] lr: 4.132e-02, eta: 2 days, 3:27:52, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5398, loss_cls: 3.2297, loss: 3.2297, grad_norm: 2.9938 2020-07-26 15:35:19,890 - mmaction - INFO - Epoch [102][20/3757] lr: 4.046e-02, eta: 2 days, 3:30:39, time: 9.127, data_time: 8.464, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5750, loss_cls: 3.1511, loss: 3.1511, grad_norm: 2.9497 2020-07-26 15:35:31,473 - mmaction - INFO - Epoch [102][40/3757] lr: 4.046e-02, eta: 2 days, 3:30:26, time: 0.579, data_time: 0.017, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5656, loss_cls: 3.1951, loss: 3.1951, grad_norm: 3.0865 2020-07-26 15:35:42,554 - mmaction - INFO - Epoch [102][60/3757] lr: 4.046e-02, eta: 2 days, 3:30:12, time: 0.554, data_time: 0.001, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5516, loss_cls: 3.1513, loss: 3.1513, grad_norm: 3.0491 2020-07-26 15:35:53,720 - mmaction - INFO - Epoch [102][80/3757] lr: 4.046e-02, eta: 2 days, 3:29:58, time: 0.558, data_time: 0.003, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5648, loss_cls: 3.1256, loss: 3.1256, grad_norm: 3.0115 2020-07-26 15:36:04,942 - mmaction - INFO - Epoch [102][100/3757] lr: 4.046e-02, eta: 2 days, 3:29:44, time: 0.561, data_time: 0.003, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5687, loss_cls: 3.1791, loss: 3.1791, grad_norm: 3.0472 2020-07-26 15:36:16,495 - mmaction - INFO - Epoch [102][120/3757] lr: 4.046e-02, eta: 2 days, 3:29:30, time: 0.578, data_time: 0.019, memory: 5232, top1_acc: 0.3453, top5_acc: 0.5781, loss_cls: 3.0330, loss: 3.0330, grad_norm: 2.9045 2020-07-26 15:36:29,450 - mmaction - INFO - Epoch [102][140/3757] lr: 4.046e-02, eta: 2 days, 3:29:18, time: 0.648, data_time: 0.045, memory: 5232, top1_acc: 0.3344, top5_acc: 0.5727, loss_cls: 3.1249, loss: 3.1249, grad_norm: 3.0552 2020-07-26 15:36:42,235 - mmaction - INFO - Epoch [102][160/3757] lr: 4.046e-02, eta: 2 days, 3:29:06, time: 0.639, data_time: 0.003, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5648, loss_cls: 3.2054, loss: 3.2054, grad_norm: 3.1113 2020-07-26 15:36:54,388 - mmaction - INFO - Epoch [102][180/3757] lr: 4.046e-02, eta: 2 days, 3:28:53, time: 0.607, data_time: 0.003, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5430, loss_cls: 3.1981, loss: 3.1981, grad_norm: 3.0973 2020-07-26 15:37:05,912 - mmaction - INFO - Epoch [102][200/3757] lr: 4.046e-02, eta: 2 days, 3:28:39, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5570, loss_cls: 3.2435, loss: 3.2435, grad_norm: 3.0297 2020-07-26 15:37:20,461 - mmaction - INFO - Epoch [102][220/3757] lr: 4.046e-02, eta: 2 days, 3:28:29, time: 0.728, data_time: 0.003, memory: 5232, top1_acc: 0.3141, top5_acc: 0.5742, loss_cls: 3.0929, loss: 3.0929, grad_norm: 2.9444 2020-07-26 15:37:31,775 - mmaction - INFO - Epoch [102][240/3757] lr: 4.046e-02, eta: 2 days, 3:28:15, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5633, loss_cls: 3.2113, loss: 3.2113, grad_norm: 3.0201 2020-07-26 15:37:45,895 - mmaction - INFO - Epoch [102][260/3757] lr: 4.046e-02, eta: 2 days, 3:28:05, time: 0.706, data_time: 0.027, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5500, loss_cls: 3.1364, loss: 3.1364, grad_norm: 3.1337 2020-07-26 15:37:57,290 - mmaction - INFO - Epoch [102][280/3757] lr: 4.046e-02, eta: 2 days, 3:27:51, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5656, loss_cls: 3.2050, loss: 3.2050, grad_norm: 3.1613 2020-07-26 15:38:08,764 - mmaction - INFO - Epoch [102][300/3757] lr: 4.046e-02, eta: 2 days, 3:27:37, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5461, loss_cls: 3.2429, loss: 3.2429, grad_norm: 3.1167 2020-07-26 15:38:20,242 - mmaction - INFO - Epoch [102][320/3757] lr: 4.046e-02, eta: 2 days, 3:27:24, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5477, loss_cls: 3.2351, loss: 3.2351, grad_norm: 3.0137 2020-07-26 15:38:31,618 - mmaction - INFO - Epoch [102][340/3757] lr: 4.046e-02, eta: 2 days, 3:27:10, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5687, loss_cls: 3.1214, loss: 3.1214, grad_norm: 3.1393 2020-07-26 15:38:43,024 - mmaction - INFO - Epoch [102][360/3757] lr: 4.046e-02, eta: 2 days, 3:26:56, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5500, loss_cls: 3.2189, loss: 3.2189, grad_norm: 3.1095 2020-07-26 15:38:54,392 - mmaction - INFO - Epoch [102][380/3757] lr: 4.046e-02, eta: 2 days, 3:26:42, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5539, loss_cls: 3.2034, loss: 3.2034, grad_norm: 3.0588 2020-07-26 15:39:05,780 - mmaction - INFO - Epoch [102][400/3757] lr: 4.046e-02, eta: 2 days, 3:26:28, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5703, loss_cls: 3.1603, loss: 3.1603, grad_norm: 3.0173 2020-07-26 15:39:17,247 - mmaction - INFO - Epoch [102][420/3757] lr: 4.046e-02, eta: 2 days, 3:26:15, time: 0.574, data_time: 0.009, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5508, loss_cls: 3.2204, loss: 3.2204, grad_norm: 3.0526 2020-07-26 15:39:28,683 - mmaction - INFO - Epoch [102][440/3757] lr: 4.046e-02, eta: 2 days, 3:26:01, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5453, loss_cls: 3.2342, loss: 3.2342, grad_norm: 3.1134 2020-07-26 15:39:40,120 - mmaction - INFO - Epoch [102][460/3757] lr: 4.046e-02, eta: 2 days, 3:25:47, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5586, loss_cls: 3.1680, loss: 3.1680, grad_norm: 3.0119 2020-07-26 15:39:51,511 - mmaction - INFO - Epoch [102][480/3757] lr: 4.046e-02, eta: 2 days, 3:25:33, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2953, top5_acc: 0.5453, loss_cls: 3.2820, loss: 3.2820, grad_norm: 3.0504 2020-07-26 15:40:02,892 - mmaction - INFO - Epoch [102][500/3757] lr: 4.046e-02, eta: 2 days, 3:25:19, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5578, loss_cls: 3.1706, loss: 3.1706, grad_norm: 3.0661 2020-07-26 15:40:14,242 - mmaction - INFO - Epoch [102][520/3757] lr: 4.046e-02, eta: 2 days, 3:25:06, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5477, loss_cls: 3.2479, loss: 3.2479, grad_norm: 3.1247 2020-07-26 15:40:25,591 - mmaction - INFO - Epoch [102][540/3757] lr: 4.046e-02, eta: 2 days, 3:24:52, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3133, top5_acc: 0.5422, loss_cls: 3.2996, loss: 3.2996, grad_norm: 3.1928 2020-07-26 15:40:37,262 - mmaction - INFO - Epoch [102][560/3757] lr: 4.046e-02, eta: 2 days, 3:24:38, time: 0.584, data_time: 0.020, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5453, loss_cls: 3.2439, loss: 3.2439, grad_norm: 3.1286 2020-07-26 15:40:48,683 - mmaction - INFO - Epoch [102][580/3757] lr: 4.046e-02, eta: 2 days, 3:24:24, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5375, loss_cls: 3.3138, loss: 3.3138, grad_norm: 3.0496 2020-07-26 15:41:00,080 - mmaction - INFO - Epoch [102][600/3757] lr: 4.046e-02, eta: 2 days, 3:24:11, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5180, loss_cls: 3.3441, loss: 3.3441, grad_norm: 3.0479 2020-07-26 15:41:11,539 - mmaction - INFO - Epoch [102][620/3757] lr: 4.046e-02, eta: 2 days, 3:23:57, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5586, loss_cls: 3.2167, loss: 3.2167, grad_norm: 2.9799 2020-07-26 15:41:23,034 - mmaction - INFO - Epoch [102][640/3757] lr: 4.046e-02, eta: 2 days, 3:23:43, time: 0.575, data_time: 0.006, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5242, loss_cls: 3.2661, loss: 3.2661, grad_norm: 2.9762 2020-07-26 15:41:34,453 - mmaction - INFO - Epoch [102][660/3757] lr: 4.046e-02, eta: 2 days, 3:23:29, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5508, loss_cls: 3.2294, loss: 3.2294, grad_norm: 3.0052 2020-07-26 15:41:45,812 - mmaction - INFO - Epoch [102][680/3757] lr: 4.046e-02, eta: 2 days, 3:23:16, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5453, loss_cls: 3.2178, loss: 3.2178, grad_norm: 3.0511 2020-07-26 15:41:57,220 - mmaction - INFO - Epoch [102][700/3757] lr: 4.046e-02, eta: 2 days, 3:23:02, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5578, loss_cls: 3.2501, loss: 3.2501, grad_norm: 3.0975 2020-07-26 15:42:08,609 - mmaction - INFO - Epoch [102][720/3757] lr: 4.046e-02, eta: 2 days, 3:22:48, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5734, loss_cls: 3.0896, loss: 3.0896, grad_norm: 2.9747 2020-07-26 15:42:20,015 - mmaction - INFO - Epoch [102][740/3757] lr: 4.046e-02, eta: 2 days, 3:22:34, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5672, loss_cls: 3.1416, loss: 3.1416, grad_norm: 3.0572 2020-07-26 15:42:31,297 - mmaction - INFO - Epoch [102][760/3757] lr: 4.046e-02, eta: 2 days, 3:22:20, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5266, loss_cls: 3.2983, loss: 3.2983, grad_norm: 3.0717 2020-07-26 15:42:42,601 - mmaction - INFO - Epoch [102][780/3757] lr: 4.046e-02, eta: 2 days, 3:22:06, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5633, loss_cls: 3.1586, loss: 3.1586, grad_norm: 3.0330 2020-07-26 15:42:53,913 - mmaction - INFO - Epoch [102][800/3757] lr: 4.046e-02, eta: 2 days, 3:21:52, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5602, loss_cls: 3.1911, loss: 3.1911, grad_norm: 3.0602 2020-07-26 15:43:05,213 - mmaction - INFO - Epoch [102][820/3757] lr: 4.046e-02, eta: 2 days, 3:21:38, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5437, loss_cls: 3.1993, loss: 3.1993, grad_norm: 3.0197 2020-07-26 15:43:16,599 - mmaction - INFO - Epoch [102][840/3757] lr: 4.046e-02, eta: 2 days, 3:21:25, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3141, top5_acc: 0.5523, loss_cls: 3.2389, loss: 3.2389, grad_norm: 3.0248 2020-07-26 15:43:27,999 - mmaction - INFO - Epoch [102][860/3757] lr: 4.046e-02, eta: 2 days, 3:21:11, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5547, loss_cls: 3.1707, loss: 3.1707, grad_norm: 2.9320 2020-07-26 15:43:39,394 - mmaction - INFO - Epoch [102][880/3757] lr: 4.046e-02, eta: 2 days, 3:20:57, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5508, loss_cls: 3.2307, loss: 3.2307, grad_norm: 3.0659 2020-07-26 15:43:50,746 - mmaction - INFO - Epoch [102][900/3757] lr: 4.046e-02, eta: 2 days, 3:20:43, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5734, loss_cls: 3.1187, loss: 3.1187, grad_norm: 3.0437 2020-07-26 15:44:02,092 - mmaction - INFO - Epoch [102][920/3757] lr: 4.046e-02, eta: 2 days, 3:20:29, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5742, loss_cls: 3.1068, loss: 3.1068, grad_norm: 3.0791 2020-07-26 15:44:13,568 - mmaction - INFO - Epoch [102][940/3757] lr: 4.046e-02, eta: 2 days, 3:20:16, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3141, top5_acc: 0.5695, loss_cls: 3.1770, loss: 3.1770, grad_norm: 3.0982 2020-07-26 15:44:24,996 - mmaction - INFO - Epoch [102][960/3757] lr: 4.046e-02, eta: 2 days, 3:20:02, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3281, top5_acc: 0.5664, loss_cls: 3.1824, loss: 3.1824, grad_norm: 3.0283 2020-07-26 15:44:36,320 - mmaction - INFO - Epoch [102][980/3757] lr: 4.046e-02, eta: 2 days, 3:19:48, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5469, loss_cls: 3.2357, loss: 3.2357, grad_norm: 3.1043 2020-07-26 15:44:47,758 - mmaction - INFO - Epoch [102][1000/3757] lr: 4.046e-02, eta: 2 days, 3:19:34, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5547, loss_cls: 3.1995, loss: 3.1995, grad_norm: 3.0482 2020-07-26 15:44:59,529 - mmaction - INFO - Epoch [102][1020/3757] lr: 4.046e-02, eta: 2 days, 3:19:21, time: 0.588, data_time: 0.023, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5508, loss_cls: 3.2226, loss: 3.2226, grad_norm: 3.1126 2020-07-26 15:45:10,957 - mmaction - INFO - Epoch [102][1040/3757] lr: 4.046e-02, eta: 2 days, 3:19:07, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3250, top5_acc: 0.5883, loss_cls: 3.0653, loss: 3.0653, grad_norm: 2.9944 2020-07-26 15:45:22,318 - mmaction - INFO - Epoch [102][1060/3757] lr: 4.046e-02, eta: 2 days, 3:18:53, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5578, loss_cls: 3.1717, loss: 3.1717, grad_norm: 3.1624 2020-07-26 15:45:33,693 - mmaction - INFO - Epoch [102][1080/3757] lr: 4.046e-02, eta: 2 days, 3:18:40, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5258, loss_cls: 3.3367, loss: 3.3367, grad_norm: 3.0505 2020-07-26 15:45:45,065 - mmaction - INFO - Epoch [102][1100/3757] lr: 4.046e-02, eta: 2 days, 3:18:26, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5563, loss_cls: 3.2071, loss: 3.2071, grad_norm: 3.0448 2020-07-26 15:45:56,412 - mmaction - INFO - Epoch [102][1120/3757] lr: 4.046e-02, eta: 2 days, 3:18:12, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5305, loss_cls: 3.2518, loss: 3.2518, grad_norm: 2.9963 2020-07-26 15:46:07,804 - mmaction - INFO - Epoch [102][1140/3757] lr: 4.046e-02, eta: 2 days, 3:17:58, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5414, loss_cls: 3.2281, loss: 3.2281, grad_norm: 3.0031 2020-07-26 15:46:19,204 - mmaction - INFO - Epoch [102][1160/3757] lr: 4.046e-02, eta: 2 days, 3:17:44, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5727, loss_cls: 3.1235, loss: 3.1235, grad_norm: 2.9483 2020-07-26 15:46:30,644 - mmaction - INFO - Epoch [102][1180/3757] lr: 4.046e-02, eta: 2 days, 3:17:31, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2953, top5_acc: 0.5453, loss_cls: 3.2546, loss: 3.2546, grad_norm: 3.1190 2020-07-26 15:46:42,136 - mmaction - INFO - Epoch [102][1200/3757] lr: 4.046e-02, eta: 2 days, 3:17:17, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5484, loss_cls: 3.3121, loss: 3.3121, grad_norm: 3.0373 2020-07-26 15:46:53,546 - mmaction - INFO - Epoch [102][1220/3757] lr: 4.046e-02, eta: 2 days, 3:17:03, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5523, loss_cls: 3.2788, loss: 3.2788, grad_norm: 3.0533 2020-07-26 15:47:05,004 - mmaction - INFO - Epoch [102][1240/3757] lr: 4.046e-02, eta: 2 days, 3:16:49, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5687, loss_cls: 3.1357, loss: 3.1357, grad_norm: 2.9479 2020-07-26 15:47:16,455 - mmaction - INFO - Epoch [102][1260/3757] lr: 4.046e-02, eta: 2 days, 3:16:36, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5563, loss_cls: 3.2034, loss: 3.2034, grad_norm: 3.0465 2020-07-26 15:47:27,954 - mmaction - INFO - Epoch [102][1280/3757] lr: 4.046e-02, eta: 2 days, 3:16:22, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5578, loss_cls: 3.1577, loss: 3.1577, grad_norm: 2.9544 2020-07-26 15:47:39,400 - mmaction - INFO - Epoch [102][1300/3757] lr: 4.046e-02, eta: 2 days, 3:16:08, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5422, loss_cls: 3.2431, loss: 3.2431, grad_norm: 3.0573 2020-07-26 15:47:50,864 - mmaction - INFO - Epoch [102][1320/3757] lr: 4.046e-02, eta: 2 days, 3:15:55, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5695, loss_cls: 3.1815, loss: 3.1815, grad_norm: 2.9889 2020-07-26 15:48:02,405 - mmaction - INFO - Epoch [102][1340/3757] lr: 4.046e-02, eta: 2 days, 3:15:41, time: 0.576, data_time: 0.012, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5461, loss_cls: 3.2897, loss: 3.2897, grad_norm: 3.0338 2020-07-26 15:48:13,835 - mmaction - INFO - Epoch [102][1360/3757] lr: 4.046e-02, eta: 2 days, 3:15:27, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5656, loss_cls: 3.1872, loss: 3.1872, grad_norm: 2.9418 2020-07-26 15:48:25,298 - mmaction - INFO - Epoch [102][1380/3757] lr: 4.046e-02, eta: 2 days, 3:15:13, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5500, loss_cls: 3.1674, loss: 3.1674, grad_norm: 3.0433 2020-07-26 15:48:36,715 - mmaction - INFO - Epoch [102][1400/3757] lr: 4.046e-02, eta: 2 days, 3:15:00, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5437, loss_cls: 3.2367, loss: 3.2367, grad_norm: 3.1078 2020-07-26 15:48:48,161 - mmaction - INFO - Epoch [102][1420/3757] lr: 4.046e-02, eta: 2 days, 3:14:46, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5477, loss_cls: 3.2366, loss: 3.2366, grad_norm: 3.1108 2020-07-26 15:48:59,604 - mmaction - INFO - Epoch [102][1440/3757] lr: 4.046e-02, eta: 2 days, 3:14:32, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5609, loss_cls: 3.1426, loss: 3.1426, grad_norm: 2.9608 2020-07-26 15:49:10,944 - mmaction - INFO - Epoch [102][1460/3757] lr: 4.046e-02, eta: 2 days, 3:14:18, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5445, loss_cls: 3.2936, loss: 3.2936, grad_norm: 3.0411 2020-07-26 15:49:22,362 - mmaction - INFO - Epoch [102][1480/3757] lr: 4.046e-02, eta: 2 days, 3:14:05, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3180, top5_acc: 0.5813, loss_cls: 3.0715, loss: 3.0715, grad_norm: 2.9877 2020-07-26 15:49:33,861 - mmaction - INFO - Epoch [102][1500/3757] lr: 4.046e-02, eta: 2 days, 3:13:51, time: 0.575, data_time: 0.014, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5680, loss_cls: 3.1967, loss: 3.1967, grad_norm: 3.1313 2020-07-26 15:49:45,365 - mmaction - INFO - Epoch [102][1520/3757] lr: 4.046e-02, eta: 2 days, 3:13:37, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3320, top5_acc: 0.5563, loss_cls: 3.1409, loss: 3.1409, grad_norm: 3.0644 2020-07-26 15:49:56,755 - mmaction - INFO - Epoch [102][1540/3757] lr: 4.046e-02, eta: 2 days, 3:13:23, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5414, loss_cls: 3.2959, loss: 3.2959, grad_norm: 3.1664 2020-07-26 15:50:08,188 - mmaction - INFO - Epoch [102][1560/3757] lr: 4.046e-02, eta: 2 days, 3:13:10, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3148, top5_acc: 0.5664, loss_cls: 3.1748, loss: 3.1748, grad_norm: 3.0918 2020-07-26 15:50:19,730 - mmaction - INFO - Epoch [102][1580/3757] lr: 4.046e-02, eta: 2 days, 3:12:56, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5664, loss_cls: 3.1142, loss: 3.1142, grad_norm: 3.0302 2020-07-26 15:50:31,192 - mmaction - INFO - Epoch [102][1600/3757] lr: 4.046e-02, eta: 2 days, 3:12:42, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5406, loss_cls: 3.3364, loss: 3.3364, grad_norm: 3.1068 2020-07-26 15:50:42,510 - mmaction - INFO - Epoch [102][1620/3757] lr: 4.046e-02, eta: 2 days, 3:12:29, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5609, loss_cls: 3.1953, loss: 3.1953, grad_norm: 3.1086 2020-07-26 15:50:53,988 - mmaction - INFO - Epoch [102][1640/3757] lr: 4.046e-02, eta: 2 days, 3:12:15, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5422, loss_cls: 3.3033, loss: 3.3033, grad_norm: 2.9966 2020-07-26 15:51:05,417 - mmaction - INFO - Epoch [102][1660/3757] lr: 4.046e-02, eta: 2 days, 3:12:01, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5492, loss_cls: 3.1989, loss: 3.1989, grad_norm: 2.9752 2020-07-26 15:51:16,940 - mmaction - INFO - Epoch [102][1680/3757] lr: 4.046e-02, eta: 2 days, 3:11:47, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3141, top5_acc: 0.5586, loss_cls: 3.2653, loss: 3.2653, grad_norm: 2.9986 2020-07-26 15:51:28,359 - mmaction - INFO - Epoch [102][1700/3757] lr: 4.046e-02, eta: 2 days, 3:11:34, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5531, loss_cls: 3.2148, loss: 3.2148, grad_norm: 2.9897 2020-07-26 15:51:39,789 - mmaction - INFO - Epoch [102][1720/3757] lr: 4.046e-02, eta: 2 days, 3:11:20, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5453, loss_cls: 3.2700, loss: 3.2700, grad_norm: 3.0344 2020-07-26 15:51:51,070 - mmaction - INFO - Epoch [102][1740/3757] lr: 4.046e-02, eta: 2 days, 3:11:06, time: 0.565, data_time: 0.004, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5555, loss_cls: 3.2101, loss: 3.2101, grad_norm: 3.0217 2020-07-26 15:52:02,434 - mmaction - INFO - Epoch [102][1760/3757] lr: 4.046e-02, eta: 2 days, 3:10:52, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3266, top5_acc: 0.5609, loss_cls: 3.1787, loss: 3.1787, grad_norm: 2.9806 2020-07-26 15:52:13,945 - mmaction - INFO - Epoch [102][1780/3757] lr: 4.046e-02, eta: 2 days, 3:10:39, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3516, top5_acc: 0.5656, loss_cls: 3.0934, loss: 3.0934, grad_norm: 3.0356 2020-07-26 15:52:25,344 - mmaction - INFO - Epoch [102][1800/3757] lr: 4.046e-02, eta: 2 days, 3:10:25, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5758, loss_cls: 3.1555, loss: 3.1555, grad_norm: 3.0990 2020-07-26 15:52:36,757 - mmaction - INFO - Epoch [102][1820/3757] lr: 4.046e-02, eta: 2 days, 3:10:11, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5594, loss_cls: 3.1360, loss: 3.1360, grad_norm: 3.0966 2020-07-26 15:52:48,215 - mmaction - INFO - Epoch [102][1840/3757] lr: 4.046e-02, eta: 2 days, 3:09:57, time: 0.573, data_time: 0.001, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5633, loss_cls: 3.1757, loss: 3.1757, grad_norm: 2.9589 2020-07-26 15:52:59,669 - mmaction - INFO - Epoch [102][1860/3757] lr: 4.046e-02, eta: 2 days, 3:09:44, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5766, loss_cls: 3.1614, loss: 3.1614, grad_norm: 3.0116 2020-07-26 15:53:11,073 - mmaction - INFO - Epoch [102][1880/3757] lr: 4.046e-02, eta: 2 days, 3:09:30, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5695, loss_cls: 3.1307, loss: 3.1307, grad_norm: 3.1262 2020-07-26 15:53:22,486 - mmaction - INFO - Epoch [102][1900/3757] lr: 4.046e-02, eta: 2 days, 3:09:16, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5594, loss_cls: 3.1703, loss: 3.1703, grad_norm: 2.9916 2020-07-26 15:53:33,861 - mmaction - INFO - Epoch [102][1920/3757] lr: 4.046e-02, eta: 2 days, 3:09:02, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3258, top5_acc: 0.5625, loss_cls: 3.1404, loss: 3.1404, grad_norm: 3.0505 2020-07-26 15:53:45,363 - mmaction - INFO - Epoch [102][1940/3757] lr: 4.046e-02, eta: 2 days, 3:08:49, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5484, loss_cls: 3.1811, loss: 3.1811, grad_norm: 3.0562 2020-07-26 15:53:56,858 - mmaction - INFO - Epoch [102][1960/3757] lr: 4.046e-02, eta: 2 days, 3:08:35, time: 0.575, data_time: 0.011, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5563, loss_cls: 3.2026, loss: 3.2026, grad_norm: 3.0200 2020-07-26 15:54:08,244 - mmaction - INFO - Epoch [102][1980/3757] lr: 4.046e-02, eta: 2 days, 3:08:21, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3203, top5_acc: 0.5898, loss_cls: 3.0973, loss: 3.0973, grad_norm: 3.0692 2020-07-26 15:54:19,692 - mmaction - INFO - Epoch [102][2000/3757] lr: 4.046e-02, eta: 2 days, 3:08:07, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5312, loss_cls: 3.2486, loss: 3.2486, grad_norm: 3.0097 2020-07-26 15:54:31,087 - mmaction - INFO - Epoch [102][2020/3757] lr: 4.046e-02, eta: 2 days, 3:07:54, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5484, loss_cls: 3.2165, loss: 3.2165, grad_norm: 3.1195 2020-07-26 15:54:42,435 - mmaction - INFO - Epoch [102][2040/3757] lr: 4.046e-02, eta: 2 days, 3:07:40, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5422, loss_cls: 3.2594, loss: 3.2594, grad_norm: 3.1346 2020-07-26 15:54:53,913 - mmaction - INFO - Epoch [102][2060/3757] lr: 4.046e-02, eta: 2 days, 3:07:26, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5531, loss_cls: 3.3303, loss: 3.3303, grad_norm: 3.1626 2020-07-26 15:55:05,340 - mmaction - INFO - Epoch [102][2080/3757] lr: 4.046e-02, eta: 2 days, 3:07:12, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5508, loss_cls: 3.2246, loss: 3.2246, grad_norm: 3.0488 2020-07-26 15:55:17,080 - mmaction - INFO - Epoch [102][2100/3757] lr: 4.046e-02, eta: 2 days, 3:06:59, time: 0.587, data_time: 0.019, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5609, loss_cls: 3.2142, loss: 3.2142, grad_norm: 3.0915 2020-07-26 15:55:28,331 - mmaction - INFO - Epoch [102][2120/3757] lr: 4.046e-02, eta: 2 days, 3:06:45, time: 0.563, data_time: 0.002, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5563, loss_cls: 3.2219, loss: 3.2219, grad_norm: 3.0229 2020-07-26 15:55:39,782 - mmaction - INFO - Epoch [102][2140/3757] lr: 4.046e-02, eta: 2 days, 3:06:31, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5594, loss_cls: 3.1629, loss: 3.1629, grad_norm: 3.0886 2020-07-26 15:55:51,240 - mmaction - INFO - Epoch [102][2160/3757] lr: 4.046e-02, eta: 2 days, 3:06:18, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3148, top5_acc: 0.5719, loss_cls: 3.1215, loss: 3.1215, grad_norm: 2.9917 2020-07-26 15:56:02,625 - mmaction - INFO - Epoch [102][2180/3757] lr: 4.046e-02, eta: 2 days, 3:06:04, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5437, loss_cls: 3.2380, loss: 3.2380, grad_norm: 3.1467 2020-07-26 15:56:14,028 - mmaction - INFO - Epoch [102][2200/3757] lr: 4.046e-02, eta: 2 days, 3:05:50, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5484, loss_cls: 3.2571, loss: 3.2571, grad_norm: 3.0582 2020-07-26 15:56:25,567 - mmaction - INFO - Epoch [102][2220/3757] lr: 4.046e-02, eta: 2 days, 3:05:37, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5242, loss_cls: 3.3279, loss: 3.3279, grad_norm: 3.0262 2020-07-26 15:56:36,954 - mmaction - INFO - Epoch [102][2240/3757] lr: 4.046e-02, eta: 2 days, 3:05:23, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5656, loss_cls: 3.1956, loss: 3.1956, grad_norm: 3.0126 2020-07-26 15:56:48,403 - mmaction - INFO - Epoch [102][2260/3757] lr: 4.046e-02, eta: 2 days, 3:05:09, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3336, top5_acc: 0.5766, loss_cls: 3.1001, loss: 3.1001, grad_norm: 2.9625 2020-07-26 15:56:59,763 - mmaction - INFO - Epoch [102][2280/3757] lr: 4.046e-02, eta: 2 days, 3:04:55, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5344, loss_cls: 3.2572, loss: 3.2572, grad_norm: 3.1038 2020-07-26 15:57:11,191 - mmaction - INFO - Epoch [102][2300/3757] lr: 4.046e-02, eta: 2 days, 3:04:41, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3242, top5_acc: 0.5734, loss_cls: 3.1634, loss: 3.1634, grad_norm: 3.1074 2020-07-26 15:57:22,690 - mmaction - INFO - Epoch [102][2320/3757] lr: 4.046e-02, eta: 2 days, 3:04:28, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5461, loss_cls: 3.2211, loss: 3.2211, grad_norm: 3.0690 2020-07-26 15:57:34,093 - mmaction - INFO - Epoch [102][2340/3757] lr: 4.046e-02, eta: 2 days, 3:04:14, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5555, loss_cls: 3.2077, loss: 3.2077, grad_norm: 3.1027 2020-07-26 15:57:45,415 - mmaction - INFO - Epoch [102][2360/3757] lr: 4.046e-02, eta: 2 days, 3:04:00, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5477, loss_cls: 3.2333, loss: 3.2333, grad_norm: 3.0810 2020-07-26 15:57:57,091 - mmaction - INFO - Epoch [102][2380/3757] lr: 4.046e-02, eta: 2 days, 3:03:47, time: 0.584, data_time: 0.026, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5430, loss_cls: 3.2095, loss: 3.2095, grad_norm: 3.0746 2020-07-26 15:58:08,314 - mmaction - INFO - Epoch [102][2400/3757] lr: 4.046e-02, eta: 2 days, 3:03:33, time: 0.561, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5617, loss_cls: 3.1935, loss: 3.1935, grad_norm: 2.9672 2020-07-26 15:58:19,542 - mmaction - INFO - Epoch [102][2420/3757] lr: 4.046e-02, eta: 2 days, 3:03:19, time: 0.562, data_time: 0.003, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5617, loss_cls: 3.1322, loss: 3.1322, grad_norm: 2.9543 2020-07-26 15:58:30,760 - mmaction - INFO - Epoch [102][2440/3757] lr: 4.046e-02, eta: 2 days, 3:03:05, time: 0.561, data_time: 0.003, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5359, loss_cls: 3.2576, loss: 3.2576, grad_norm: 3.1047 2020-07-26 15:58:45,443 - mmaction - INFO - Epoch [102][2460/3757] lr: 4.046e-02, eta: 2 days, 3:02:55, time: 0.734, data_time: 0.116, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5563, loss_cls: 3.1940, loss: 3.1940, grad_norm: 3.0080 2020-07-26 15:58:57,006 - mmaction - INFO - Epoch [102][2480/3757] lr: 4.046e-02, eta: 2 days, 3:02:41, time: 0.578, data_time: 0.021, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5609, loss_cls: 3.2314, loss: 3.2314, grad_norm: 3.0085 2020-07-26 15:59:08,211 - mmaction - INFO - Epoch [102][2500/3757] lr: 4.046e-02, eta: 2 days, 3:02:27, time: 0.560, data_time: 0.003, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5461, loss_cls: 3.2419, loss: 3.2419, grad_norm: 3.0012 2020-07-26 15:59:19,507 - mmaction - INFO - Epoch [102][2520/3757] lr: 4.046e-02, eta: 2 days, 3:02:13, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3203, top5_acc: 0.5422, loss_cls: 3.2437, loss: 3.2437, grad_norm: 2.9442 2020-07-26 15:59:31,953 - mmaction - INFO - Epoch [102][2540/3757] lr: 4.046e-02, eta: 2 days, 3:02:01, time: 0.622, data_time: 0.003, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5570, loss_cls: 3.1617, loss: 3.1617, grad_norm: 2.9691 2020-07-26 15:59:43,543 - mmaction - INFO - Epoch [102][2560/3757] lr: 4.046e-02, eta: 2 days, 3:01:47, time: 0.580, data_time: 0.003, memory: 5232, top1_acc: 0.3258, top5_acc: 0.5563, loss_cls: 3.1635, loss: 3.1635, grad_norm: 3.1107 2020-07-26 15:59:54,980 - mmaction - INFO - Epoch [102][2580/3757] lr: 4.046e-02, eta: 2 days, 3:01:34, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3148, top5_acc: 0.5594, loss_cls: 3.1497, loss: 3.1497, grad_norm: 3.0741 2020-07-26 16:00:12,170 - mmaction - INFO - Epoch [102][2600/3757] lr: 4.046e-02, eta: 2 days, 3:01:27, time: 0.857, data_time: 0.005, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5320, loss_cls: 3.2731, loss: 3.2731, grad_norm: 3.0773 2020-07-26 16:00:23,429 - mmaction - INFO - Epoch [102][2620/3757] lr: 4.046e-02, eta: 2 days, 3:01:13, time: 0.565, data_time: 0.005, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5477, loss_cls: 3.2930, loss: 3.2930, grad_norm: 3.1389 2020-07-26 16:00:34,753 - mmaction - INFO - Epoch [102][2640/3757] lr: 4.046e-02, eta: 2 days, 3:00:59, time: 0.566, data_time: 0.004, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5461, loss_cls: 3.2261, loss: 3.2261, grad_norm: 3.0436 2020-07-26 16:00:45,974 - mmaction - INFO - Epoch [102][2660/3757] lr: 4.046e-02, eta: 2 days, 3:00:45, time: 0.561, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5594, loss_cls: 3.1616, loss: 3.1616, grad_norm: 3.0465 2020-07-26 16:00:57,188 - mmaction - INFO - Epoch [102][2680/3757] lr: 4.046e-02, eta: 2 days, 3:00:31, time: 0.561, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5406, loss_cls: 3.2629, loss: 3.2629, grad_norm: 3.0643 2020-07-26 16:01:08,513 - mmaction - INFO - Epoch [102][2700/3757] lr: 4.046e-02, eta: 2 days, 3:00:17, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5711, loss_cls: 3.1303, loss: 3.1303, grad_norm: 2.9919 2020-07-26 16:01:19,725 - mmaction - INFO - Epoch [102][2720/3757] lr: 4.046e-02, eta: 2 days, 3:00:03, time: 0.561, data_time: 0.003, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5703, loss_cls: 3.1863, loss: 3.1863, grad_norm: 3.0615 2020-07-26 16:01:30,906 - mmaction - INFO - Epoch [102][2740/3757] lr: 4.046e-02, eta: 2 days, 2:59:49, time: 0.559, data_time: 0.003, memory: 5232, top1_acc: 0.3344, top5_acc: 0.5656, loss_cls: 3.1072, loss: 3.1072, grad_norm: 2.9591 2020-07-26 16:01:42,141 - mmaction - INFO - Epoch [102][2760/3757] lr: 4.046e-02, eta: 2 days, 2:59:35, time: 0.561, data_time: 0.003, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5758, loss_cls: 3.1201, loss: 3.1201, grad_norm: 3.1874 2020-07-26 16:01:53,329 - mmaction - INFO - Epoch [102][2780/3757] lr: 4.046e-02, eta: 2 days, 2:59:21, time: 0.559, data_time: 0.003, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5531, loss_cls: 3.2039, loss: 3.2039, grad_norm: 3.0777 2020-07-26 16:02:04,530 - mmaction - INFO - Epoch [102][2800/3757] lr: 4.046e-02, eta: 2 days, 2:59:07, time: 0.560, data_time: 0.003, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5633, loss_cls: 3.2039, loss: 3.2039, grad_norm: 3.0526 2020-07-26 16:02:15,728 - mmaction - INFO - Epoch [102][2820/3757] lr: 4.046e-02, eta: 2 days, 2:58:53, time: 0.560, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5508, loss_cls: 3.2129, loss: 3.2129, grad_norm: 3.0126 2020-07-26 16:02:26,947 - mmaction - INFO - Epoch [102][2840/3757] lr: 4.046e-02, eta: 2 days, 2:58:39, time: 0.561, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5359, loss_cls: 3.3187, loss: 3.3187, grad_norm: 3.0499 2020-07-26 16:02:38,307 - mmaction - INFO - Epoch [102][2860/3757] lr: 4.046e-02, eta: 2 days, 2:58:25, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3180, top5_acc: 0.5734, loss_cls: 3.1558, loss: 3.1558, grad_norm: 3.0178 2020-07-26 16:02:49,580 - mmaction - INFO - Epoch [102][2880/3757] lr: 4.046e-02, eta: 2 days, 2:58:12, time: 0.564, data_time: 0.002, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5492, loss_cls: 3.2060, loss: 3.2060, grad_norm: 3.0623 2020-07-26 16:03:00,823 - mmaction - INFO - Epoch [102][2900/3757] lr: 4.046e-02, eta: 2 days, 2:57:58, time: 0.562, data_time: 0.003, memory: 5232, top1_acc: 0.3141, top5_acc: 0.5695, loss_cls: 3.1022, loss: 3.1022, grad_norm: 3.0418 2020-07-26 16:03:12,244 - mmaction - INFO - Epoch [102][2920/3757] lr: 4.046e-02, eta: 2 days, 2:57:44, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3203, top5_acc: 0.5781, loss_cls: 3.0660, loss: 3.0660, grad_norm: 3.0433 2020-07-26 16:03:23,426 - mmaction - INFO - Epoch [102][2940/3757] lr: 4.046e-02, eta: 2 days, 2:57:30, time: 0.560, data_time: 0.003, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5484, loss_cls: 3.2777, loss: 3.2777, grad_norm: 3.1283 2020-07-26 16:03:34,696 - mmaction - INFO - Epoch [102][2960/3757] lr: 4.046e-02, eta: 2 days, 2:57:16, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5477, loss_cls: 3.2701, loss: 3.2701, grad_norm: 3.1099 2020-07-26 16:03:46,120 - mmaction - INFO - Epoch [102][2980/3757] lr: 4.046e-02, eta: 2 days, 2:57:02, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5687, loss_cls: 3.2333, loss: 3.2333, grad_norm: 3.1614 2020-07-26 16:03:57,479 - mmaction - INFO - Epoch [102][3000/3757] lr: 4.046e-02, eta: 2 days, 2:56:48, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3242, top5_acc: 0.5625, loss_cls: 3.1471, loss: 3.1471, grad_norm: 2.9929 2020-07-26 16:04:08,876 - mmaction - INFO - Epoch [102][3020/3757] lr: 4.046e-02, eta: 2 days, 2:56:35, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5398, loss_cls: 3.2710, loss: 3.2710, grad_norm: 2.9856 2020-07-26 16:04:20,203 - mmaction - INFO - Epoch [102][3040/3757] lr: 4.046e-02, eta: 2 days, 2:56:21, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5391, loss_cls: 3.2920, loss: 3.2920, grad_norm: 3.0113 2020-07-26 16:04:31,571 - mmaction - INFO - Epoch [102][3060/3757] lr: 4.046e-02, eta: 2 days, 2:56:07, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5437, loss_cls: 3.2562, loss: 3.2562, grad_norm: 3.0129 2020-07-26 16:04:42,952 - mmaction - INFO - Epoch [102][3080/3757] lr: 4.046e-02, eta: 2 days, 2:55:53, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5695, loss_cls: 3.1945, loss: 3.1945, grad_norm: 3.0006 2020-07-26 16:04:54,346 - mmaction - INFO - Epoch [102][3100/3757] lr: 4.046e-02, eta: 2 days, 2:55:39, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5352, loss_cls: 3.2733, loss: 3.2733, grad_norm: 3.0774 2020-07-26 16:05:05,759 - mmaction - INFO - Epoch [102][3120/3757] lr: 4.046e-02, eta: 2 days, 2:55:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5539, loss_cls: 3.2784, loss: 3.2784, grad_norm: 3.0851 2020-07-26 16:05:17,150 - mmaction - INFO - Epoch [102][3140/3757] lr: 4.046e-02, eta: 2 days, 2:55:12, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5328, loss_cls: 3.2847, loss: 3.2847, grad_norm: 3.1252 2020-07-26 16:05:28,426 - mmaction - INFO - Epoch [102][3160/3757] lr: 4.046e-02, eta: 2 days, 2:54:58, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5602, loss_cls: 3.1748, loss: 3.1748, grad_norm: 3.1141 2020-07-26 16:05:39,819 - mmaction - INFO - Epoch [102][3180/3757] lr: 4.046e-02, eta: 2 days, 2:54:44, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5719, loss_cls: 3.0625, loss: 3.0625, grad_norm: 3.0838 2020-07-26 16:05:51,058 - mmaction - INFO - Epoch [102][3200/3757] lr: 4.046e-02, eta: 2 days, 2:54:30, time: 0.562, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5578, loss_cls: 3.2028, loss: 3.2028, grad_norm: 3.0411 2020-07-26 16:06:02,442 - mmaction - INFO - Epoch [102][3220/3757] lr: 4.046e-02, eta: 2 days, 2:54:17, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3203, top5_acc: 0.5578, loss_cls: 3.1963, loss: 3.1963, grad_norm: 3.1024 2020-07-26 16:06:13,910 - mmaction - INFO - Epoch [102][3240/3757] lr: 4.046e-02, eta: 2 days, 2:54:03, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5266, loss_cls: 3.2535, loss: 3.2535, grad_norm: 3.0954 2020-07-26 16:06:25,310 - mmaction - INFO - Epoch [102][3260/3757] lr: 4.046e-02, eta: 2 days, 2:53:49, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5367, loss_cls: 3.2642, loss: 3.2642, grad_norm: 3.0744 2020-07-26 16:06:36,786 - mmaction - INFO - Epoch [102][3280/3757] lr: 4.046e-02, eta: 2 days, 2:53:35, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2781, top5_acc: 0.5617, loss_cls: 3.1662, loss: 3.1662, grad_norm: 3.1242 2020-07-26 16:06:48,141 - mmaction - INFO - Epoch [102][3300/3757] lr: 4.046e-02, eta: 2 days, 2:53:22, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5859, loss_cls: 3.0934, loss: 3.0934, grad_norm: 3.1574 2020-07-26 16:06:59,588 - mmaction - INFO - Epoch [102][3320/3757] lr: 4.046e-02, eta: 2 days, 2:53:08, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5414, loss_cls: 3.2500, loss: 3.2500, grad_norm: 3.1687 2020-07-26 16:07:11,035 - mmaction - INFO - Epoch [102][3340/3757] lr: 4.046e-02, eta: 2 days, 2:52:54, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5523, loss_cls: 3.2872, loss: 3.2872, grad_norm: 3.1187 2020-07-26 16:07:22,506 - mmaction - INFO - Epoch [102][3360/3757] lr: 4.046e-02, eta: 2 days, 2:52:41, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5664, loss_cls: 3.1580, loss: 3.1580, grad_norm: 3.1079 2020-07-26 16:07:33,939 - mmaction - INFO - Epoch [102][3380/3757] lr: 4.046e-02, eta: 2 days, 2:52:27, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5539, loss_cls: 3.1658, loss: 3.1658, grad_norm: 2.9676 2020-07-26 16:07:45,400 - mmaction - INFO - Epoch [102][3400/3757] lr: 4.046e-02, eta: 2 days, 2:52:13, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3203, top5_acc: 0.5719, loss_cls: 3.1688, loss: 3.1688, grad_norm: 3.0004 2020-07-26 16:07:56,820 - mmaction - INFO - Epoch [102][3420/3757] lr: 4.046e-02, eta: 2 days, 2:52:00, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5555, loss_cls: 3.1669, loss: 3.1669, grad_norm: 3.0760 2020-07-26 16:08:08,155 - mmaction - INFO - Epoch [102][3440/3757] lr: 4.046e-02, eta: 2 days, 2:51:46, time: 0.567, data_time: 0.001, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5672, loss_cls: 3.1520, loss: 3.1520, grad_norm: 3.0736 2020-07-26 16:08:19,623 - mmaction - INFO - Epoch [102][3460/3757] lr: 4.046e-02, eta: 2 days, 2:51:32, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5531, loss_cls: 3.2285, loss: 3.2285, grad_norm: 3.1208 2020-07-26 16:08:31,123 - mmaction - INFO - Epoch [102][3480/3757] lr: 4.046e-02, eta: 2 days, 2:51:18, time: 0.575, data_time: 0.013, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5359, loss_cls: 3.2798, loss: 3.2798, grad_norm: 3.0961 2020-07-26 16:08:42,590 - mmaction - INFO - Epoch [102][3500/3757] lr: 4.046e-02, eta: 2 days, 2:51:05, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5406, loss_cls: 3.2934, loss: 3.2934, grad_norm: 3.0460 2020-07-26 16:08:53,977 - mmaction - INFO - Epoch [102][3520/3757] lr: 4.046e-02, eta: 2 days, 2:50:51, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5437, loss_cls: 3.2562, loss: 3.2562, grad_norm: 2.9925 2020-07-26 16:09:05,344 - mmaction - INFO - Epoch [102][3540/3757] lr: 4.046e-02, eta: 2 days, 2:50:37, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3250, top5_acc: 0.5617, loss_cls: 3.1647, loss: 3.1647, grad_norm: 3.0205 2020-07-26 16:09:16,879 - mmaction - INFO - Epoch [102][3560/3757] lr: 4.046e-02, eta: 2 days, 2:50:24, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3250, top5_acc: 0.5609, loss_cls: 3.1412, loss: 3.1412, grad_norm: 3.0263 2020-07-26 16:09:28,282 - mmaction - INFO - Epoch [102][3580/3757] lr: 4.046e-02, eta: 2 days, 2:50:10, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5430, loss_cls: 3.2927, loss: 3.2927, grad_norm: 3.1317 2020-07-26 16:09:39,741 - mmaction - INFO - Epoch [102][3600/3757] lr: 4.046e-02, eta: 2 days, 2:49:56, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3133, top5_acc: 0.5680, loss_cls: 3.1627, loss: 3.1627, grad_norm: 2.9998 2020-07-26 16:09:51,316 - mmaction - INFO - Epoch [102][3620/3757] lr: 4.046e-02, eta: 2 days, 2:49:43, time: 0.579, data_time: 0.011, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5500, loss_cls: 3.2163, loss: 3.2163, grad_norm: 3.0376 2020-07-26 16:10:02,751 - mmaction - INFO - Epoch [102][3640/3757] lr: 4.046e-02, eta: 2 days, 2:49:29, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5500, loss_cls: 3.2173, loss: 3.2173, grad_norm: 3.0825 2020-07-26 16:10:14,099 - mmaction - INFO - Epoch [102][3660/3757] lr: 4.046e-02, eta: 2 days, 2:49:15, time: 0.567, data_time: 0.001, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5391, loss_cls: 3.2957, loss: 3.2957, grad_norm: 3.0624 2020-07-26 16:10:25,455 - mmaction - INFO - Epoch [102][3680/3757] lr: 4.046e-02, eta: 2 days, 2:49:01, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5508, loss_cls: 3.2772, loss: 3.2772, grad_norm: 3.0684 2020-07-26 16:10:36,865 - mmaction - INFO - Epoch [102][3700/3757] lr: 4.046e-02, eta: 2 days, 2:48:48, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5672, loss_cls: 3.1811, loss: 3.1811, grad_norm: 3.0701 2020-07-26 16:10:48,466 - mmaction - INFO - Epoch [102][3720/3757] lr: 4.046e-02, eta: 2 days, 2:48:34, time: 0.581, data_time: 0.004, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5422, loss_cls: 3.2414, loss: 3.2414, grad_norm: 3.1217 2020-07-26 16:10:59,886 - mmaction - INFO - Epoch [102][3740/3757] lr: 4.046e-02, eta: 2 days, 2:48:20, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5547, loss_cls: 3.1588, loss: 3.1588, grad_norm: 3.0589 2020-07-26 16:14:16,563 - mmaction - INFO - Epoch [103][20/3757] lr: 3.960e-02, eta: 2 days, 2:51:00, time: 9.013, data_time: 8.334, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5734, loss_cls: 3.1012, loss: 3.1012, grad_norm: 2.9809 2020-07-26 16:14:27,804 - mmaction - INFO - Epoch [103][40/3757] lr: 3.960e-02, eta: 2 days, 2:50:46, time: 0.562, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5359, loss_cls: 3.2309, loss: 3.2309, grad_norm: 3.0131 2020-07-26 16:14:39,086 - mmaction - INFO - Epoch [103][60/3757] lr: 3.960e-02, eta: 2 days, 2:50:32, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5414, loss_cls: 3.2551, loss: 3.2551, grad_norm: 3.0389 2020-07-26 16:14:50,707 - mmaction - INFO - Epoch [103][80/3757] lr: 3.960e-02, eta: 2 days, 2:50:19, time: 0.581, data_time: 0.019, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5648, loss_cls: 3.1521, loss: 3.1521, grad_norm: 3.0308 2020-07-26 16:15:02,467 - mmaction - INFO - Epoch [103][100/3757] lr: 3.960e-02, eta: 2 days, 2:50:06, time: 0.588, data_time: 0.016, memory: 5232, top1_acc: 0.3258, top5_acc: 0.5781, loss_cls: 3.1130, loss: 3.1130, grad_norm: 3.0663 2020-07-26 16:15:13,667 - mmaction - INFO - Epoch [103][120/3757] lr: 3.960e-02, eta: 2 days, 2:49:52, time: 0.560, data_time: 0.007, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5547, loss_cls: 3.1762, loss: 3.1762, grad_norm: 3.0103 2020-07-26 16:15:25,271 - mmaction - INFO - Epoch [103][140/3757] lr: 3.960e-02, eta: 2 days, 2:49:38, time: 0.580, data_time: 0.018, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5484, loss_cls: 3.2135, loss: 3.2135, grad_norm: 3.1452 2020-07-26 16:15:36,482 - mmaction - INFO - Epoch [103][160/3757] lr: 3.960e-02, eta: 2 days, 2:49:24, time: 0.560, data_time: 0.003, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5687, loss_cls: 3.1277, loss: 3.1277, grad_norm: 3.0640 2020-07-26 16:15:47,918 - mmaction - INFO - Epoch [103][180/3757] lr: 3.960e-02, eta: 2 days, 2:49:10, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3438, top5_acc: 0.5844, loss_cls: 3.0855, loss: 3.0855, grad_norm: 3.0470 2020-07-26 16:15:59,354 - mmaction - INFO - Epoch [103][200/3757] lr: 3.960e-02, eta: 2 days, 2:48:57, time: 0.572, data_time: 0.014, memory: 5232, top1_acc: 0.2953, top5_acc: 0.5555, loss_cls: 3.1986, loss: 3.1986, grad_norm: 3.1289 2020-07-26 16:16:10,531 - mmaction - INFO - Epoch [103][220/3757] lr: 3.960e-02, eta: 2 days, 2:48:43, time: 0.559, data_time: 0.003, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5734, loss_cls: 3.1840, loss: 3.1840, grad_norm: 3.1294 2020-07-26 16:16:21,839 - mmaction - INFO - Epoch [103][240/3757] lr: 3.960e-02, eta: 2 days, 2:48:29, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5516, loss_cls: 3.1377, loss: 3.1377, grad_norm: 3.0744 2020-07-26 16:16:33,096 - mmaction - INFO - Epoch [103][260/3757] lr: 3.960e-02, eta: 2 days, 2:48:15, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5672, loss_cls: 3.1886, loss: 3.1886, grad_norm: 3.0213 2020-07-26 16:16:44,519 - mmaction - INFO - Epoch [103][280/3757] lr: 3.960e-02, eta: 2 days, 2:48:01, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5734, loss_cls: 3.1835, loss: 3.1835, grad_norm: 3.0828 2020-07-26 16:16:55,811 - mmaction - INFO - Epoch [103][300/3757] lr: 3.960e-02, eta: 2 days, 2:47:47, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3344, top5_acc: 0.5703, loss_cls: 3.1329, loss: 3.1329, grad_norm: 2.9820 2020-07-26 16:17:07,151 - mmaction - INFO - Epoch [103][320/3757] lr: 3.960e-02, eta: 2 days, 2:47:33, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5641, loss_cls: 3.1537, loss: 3.1537, grad_norm: 3.0577 2020-07-26 16:17:18,482 - mmaction - INFO - Epoch [103][340/3757] lr: 3.960e-02, eta: 2 days, 2:47:19, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5789, loss_cls: 3.1322, loss: 3.1322, grad_norm: 3.0553 2020-07-26 16:17:29,721 - mmaction - INFO - Epoch [103][360/3757] lr: 3.960e-02, eta: 2 days, 2:47:05, time: 0.562, data_time: 0.003, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5445, loss_cls: 3.2458, loss: 3.2458, grad_norm: 3.1119 2020-07-26 16:17:41,308 - mmaction - INFO - Epoch [103][380/3757] lr: 3.960e-02, eta: 2 days, 2:46:52, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5398, loss_cls: 3.2135, loss: 3.2135, grad_norm: 3.0519 2020-07-26 16:17:52,741 - mmaction - INFO - Epoch [103][400/3757] lr: 3.960e-02, eta: 2 days, 2:46:38, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5555, loss_cls: 3.2104, loss: 3.2104, grad_norm: 3.0789 2020-07-26 16:18:04,341 - mmaction - INFO - Epoch [103][420/3757] lr: 3.960e-02, eta: 2 days, 2:46:25, time: 0.579, data_time: 0.010, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5547, loss_cls: 3.1894, loss: 3.1894, grad_norm: 2.9693 2020-07-26 16:18:15,879 - mmaction - INFO - Epoch [103][440/3757] lr: 3.960e-02, eta: 2 days, 2:46:11, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5547, loss_cls: 3.2349, loss: 3.2349, grad_norm: 3.0234 2020-07-26 16:18:27,192 - mmaction - INFO - Epoch [103][460/3757] lr: 3.960e-02, eta: 2 days, 2:45:57, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5766, loss_cls: 3.1539, loss: 3.1539, grad_norm: 3.0550 2020-07-26 16:18:38,621 - mmaction - INFO - Epoch [103][480/3757] lr: 3.960e-02, eta: 2 days, 2:45:43, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.3242, top5_acc: 0.5750, loss_cls: 3.1324, loss: 3.1324, grad_norm: 3.1108 2020-07-26 16:18:50,042 - mmaction - INFO - Epoch [103][500/3757] lr: 3.960e-02, eta: 2 days, 2:45:30, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5437, loss_cls: 3.2813, loss: 3.2813, grad_norm: 3.1420 2020-07-26 16:19:01,464 - mmaction - INFO - Epoch [103][520/3757] lr: 3.960e-02, eta: 2 days, 2:45:16, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5312, loss_cls: 3.2749, loss: 3.2749, grad_norm: 3.1235 2020-07-26 16:19:12,796 - mmaction - INFO - Epoch [103][540/3757] lr: 3.960e-02, eta: 2 days, 2:45:02, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5625, loss_cls: 3.1915, loss: 3.1915, grad_norm: 3.1311 2020-07-26 16:19:24,142 - mmaction - INFO - Epoch [103][560/3757] lr: 3.960e-02, eta: 2 days, 2:44:48, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3320, top5_acc: 0.5539, loss_cls: 3.0994, loss: 3.0994, grad_norm: 3.0513 2020-07-26 16:19:35,579 - mmaction - INFO - Epoch [103][580/3757] lr: 3.960e-02, eta: 2 days, 2:44:35, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5570, loss_cls: 3.1683, loss: 3.1683, grad_norm: 3.1037 2020-07-26 16:19:47,046 - mmaction - INFO - Epoch [103][600/3757] lr: 3.960e-02, eta: 2 days, 2:44:21, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3258, top5_acc: 0.5594, loss_cls: 3.1755, loss: 3.1755, grad_norm: 3.0495 2020-07-26 16:19:58,452 - mmaction - INFO - Epoch [103][620/3757] lr: 3.960e-02, eta: 2 days, 2:44:07, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5680, loss_cls: 3.1543, loss: 3.1543, grad_norm: 3.0591 2020-07-26 16:20:09,915 - mmaction - INFO - Epoch [103][640/3757] lr: 3.960e-02, eta: 2 days, 2:43:54, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5687, loss_cls: 3.1546, loss: 3.1546, grad_norm: 3.0452 2020-07-26 16:20:21,364 - mmaction - INFO - Epoch [103][660/3757] lr: 3.960e-02, eta: 2 days, 2:43:40, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3383, top5_acc: 0.5617, loss_cls: 3.1366, loss: 3.1366, grad_norm: 3.0829 2020-07-26 16:20:32,797 - mmaction - INFO - Epoch [103][680/3757] lr: 3.960e-02, eta: 2 days, 2:43:26, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3141, top5_acc: 0.5508, loss_cls: 3.1988, loss: 3.1988, grad_norm: 3.0832 2020-07-26 16:20:44,291 - mmaction - INFO - Epoch [103][700/3757] lr: 3.960e-02, eta: 2 days, 2:43:12, time: 0.574, data_time: 0.015, memory: 5232, top1_acc: 0.3438, top5_acc: 0.5922, loss_cls: 3.0646, loss: 3.0646, grad_norm: 2.9480 2020-07-26 16:20:55,636 - mmaction - INFO - Epoch [103][720/3757] lr: 3.960e-02, eta: 2 days, 2:42:59, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5492, loss_cls: 3.2027, loss: 3.2027, grad_norm: 3.1143 2020-07-26 16:21:07,032 - mmaction - INFO - Epoch [103][740/3757] lr: 3.960e-02, eta: 2 days, 2:42:45, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5422, loss_cls: 3.2335, loss: 3.2335, grad_norm: 3.1241 2020-07-26 16:21:18,421 - mmaction - INFO - Epoch [103][760/3757] lr: 3.960e-02, eta: 2 days, 2:42:31, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5500, loss_cls: 3.2528, loss: 3.2528, grad_norm: 3.0504 2020-07-26 16:21:29,824 - mmaction - INFO - Epoch [103][780/3757] lr: 3.960e-02, eta: 2 days, 2:42:17, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5672, loss_cls: 3.1811, loss: 3.1811, grad_norm: 3.0012 2020-07-26 16:21:41,539 - mmaction - INFO - Epoch [103][800/3757] lr: 3.960e-02, eta: 2 days, 2:42:04, time: 0.586, data_time: 0.003, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5477, loss_cls: 3.2851, loss: 3.2851, grad_norm: 3.1468 2020-07-26 16:21:52,963 - mmaction - INFO - Epoch [103][820/3757] lr: 3.960e-02, eta: 2 days, 2:41:50, time: 0.571, data_time: 0.001, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5586, loss_cls: 3.2213, loss: 3.2213, grad_norm: 3.0841 2020-07-26 16:22:04,304 - mmaction - INFO - Epoch [103][840/3757] lr: 3.960e-02, eta: 2 days, 2:41:36, time: 0.567, data_time: 0.001, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5641, loss_cls: 3.2233, loss: 3.2233, grad_norm: 3.0899 2020-07-26 16:22:15,783 - mmaction - INFO - Epoch [103][860/3757] lr: 3.960e-02, eta: 2 days, 2:41:23, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5344, loss_cls: 3.2666, loss: 3.2666, grad_norm: 3.1094 2020-07-26 16:22:27,174 - mmaction - INFO - Epoch [103][880/3757] lr: 3.960e-02, eta: 2 days, 2:41:09, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5687, loss_cls: 3.1578, loss: 3.1578, grad_norm: 3.1438 2020-07-26 16:22:38,604 - mmaction - INFO - Epoch [103][900/3757] lr: 3.960e-02, eta: 2 days, 2:40:55, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2727, top5_acc: 0.5352, loss_cls: 3.3218, loss: 3.3218, grad_norm: 3.1385 2020-07-26 16:22:50,031 - mmaction - INFO - Epoch [103][920/3757] lr: 3.960e-02, eta: 2 days, 2:40:42, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5547, loss_cls: 3.2182, loss: 3.2182, grad_norm: 3.0632 2020-07-26 16:23:01,380 - mmaction - INFO - Epoch [103][940/3757] lr: 3.960e-02, eta: 2 days, 2:40:28, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5547, loss_cls: 3.1601, loss: 3.1601, grad_norm: 3.0365 2020-07-26 16:23:12,807 - mmaction - INFO - Epoch [103][960/3757] lr: 3.960e-02, eta: 2 days, 2:40:14, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3148, top5_acc: 0.5578, loss_cls: 3.0977, loss: 3.0977, grad_norm: 3.1284 2020-07-26 16:23:24,304 - mmaction - INFO - Epoch [103][980/3757] lr: 3.960e-02, eta: 2 days, 2:40:00, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3141, top5_acc: 0.5633, loss_cls: 3.2003, loss: 3.2003, grad_norm: 3.0697 2020-07-26 16:23:35,773 - mmaction - INFO - Epoch [103][1000/3757] lr: 3.960e-02, eta: 2 days, 2:39:47, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5633, loss_cls: 3.1808, loss: 3.1808, grad_norm: 3.0525 2020-07-26 16:23:47,130 - mmaction - INFO - Epoch [103][1020/3757] lr: 3.960e-02, eta: 2 days, 2:39:33, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5680, loss_cls: 3.1725, loss: 3.1725, grad_norm: 2.9931 2020-07-26 16:23:58,529 - mmaction - INFO - Epoch [103][1040/3757] lr: 3.960e-02, eta: 2 days, 2:39:19, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5789, loss_cls: 3.1427, loss: 3.1427, grad_norm: 3.1036 2020-07-26 16:24:09,900 - mmaction - INFO - Epoch [103][1060/3757] lr: 3.960e-02, eta: 2 days, 2:39:05, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5641, loss_cls: 3.1618, loss: 3.1618, grad_norm: 3.1277 2020-07-26 16:24:21,330 - mmaction - INFO - Epoch [103][1080/3757] lr: 3.960e-02, eta: 2 days, 2:38:52, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3148, top5_acc: 0.5695, loss_cls: 3.1672, loss: 3.1672, grad_norm: 3.0955 2020-07-26 16:24:32,719 - mmaction - INFO - Epoch [103][1100/3757] lr: 3.960e-02, eta: 2 days, 2:38:38, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5727, loss_cls: 3.1106, loss: 3.1106, grad_norm: 3.0397 2020-07-26 16:24:44,164 - mmaction - INFO - Epoch [103][1120/3757] lr: 3.960e-02, eta: 2 days, 2:38:24, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5609, loss_cls: 3.1302, loss: 3.1302, grad_norm: 3.0826 2020-07-26 16:24:55,989 - mmaction - INFO - Epoch [103][1140/3757] lr: 3.960e-02, eta: 2 days, 2:38:11, time: 0.591, data_time: 0.026, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5492, loss_cls: 3.1937, loss: 3.1937, grad_norm: 3.0647 2020-07-26 16:25:07,435 - mmaction - INFO - Epoch [103][1160/3757] lr: 3.960e-02, eta: 2 days, 2:37:57, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5523, loss_cls: 3.2406, loss: 3.2406, grad_norm: 3.0945 2020-07-26 16:25:18,908 - mmaction - INFO - Epoch [103][1180/3757] lr: 3.960e-02, eta: 2 days, 2:37:44, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5461, loss_cls: 3.2358, loss: 3.2358, grad_norm: 3.0990 2020-07-26 16:25:30,341 - mmaction - INFO - Epoch [103][1200/3757] lr: 3.960e-02, eta: 2 days, 2:37:30, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5445, loss_cls: 3.2204, loss: 3.2204, grad_norm: 3.0314 2020-07-26 16:25:41,688 - mmaction - INFO - Epoch [103][1220/3757] lr: 3.960e-02, eta: 2 days, 2:37:16, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3133, top5_acc: 0.5352, loss_cls: 3.2653, loss: 3.2653, grad_norm: 3.0513 2020-07-26 16:25:53,167 - mmaction - INFO - Epoch [103][1240/3757] lr: 3.960e-02, eta: 2 days, 2:37:02, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5641, loss_cls: 3.1404, loss: 3.1404, grad_norm: 3.0138 2020-07-26 16:26:04,584 - mmaction - INFO - Epoch [103][1260/3757] lr: 3.960e-02, eta: 2 days, 2:36:49, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5406, loss_cls: 3.2420, loss: 3.2420, grad_norm: 3.0880 2020-07-26 16:26:15,975 - mmaction - INFO - Epoch [103][1280/3757] lr: 3.960e-02, eta: 2 days, 2:36:35, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5375, loss_cls: 3.2194, loss: 3.2194, grad_norm: 3.1525 2020-07-26 16:26:27,465 - mmaction - INFO - Epoch [103][1300/3757] lr: 3.960e-02, eta: 2 days, 2:36:21, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3258, top5_acc: 0.5687, loss_cls: 3.1341, loss: 3.1341, grad_norm: 3.0945 2020-07-26 16:26:38,954 - mmaction - INFO - Epoch [103][1320/3757] lr: 3.960e-02, eta: 2 days, 2:36:08, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5672, loss_cls: 3.1568, loss: 3.1568, grad_norm: 3.1209 2020-07-26 16:26:50,293 - mmaction - INFO - Epoch [103][1340/3757] lr: 3.960e-02, eta: 2 days, 2:35:54, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5578, loss_cls: 3.2723, loss: 3.2723, grad_norm: 3.1930 2020-07-26 16:27:01,741 - mmaction - INFO - Epoch [103][1360/3757] lr: 3.960e-02, eta: 2 days, 2:35:40, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5703, loss_cls: 3.1878, loss: 3.1878, grad_norm: 3.0007 2020-07-26 16:27:13,193 - mmaction - INFO - Epoch [103][1380/3757] lr: 3.960e-02, eta: 2 days, 2:35:26, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5609, loss_cls: 3.1575, loss: 3.1575, grad_norm: 2.9817 2020-07-26 16:27:24,655 - mmaction - INFO - Epoch [103][1400/3757] lr: 3.960e-02, eta: 2 days, 2:35:13, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3305, top5_acc: 0.5734, loss_cls: 3.1146, loss: 3.1146, grad_norm: 3.0346 2020-07-26 16:27:36,082 - mmaction - INFO - Epoch [103][1420/3757] lr: 3.960e-02, eta: 2 days, 2:34:59, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3266, top5_acc: 0.5648, loss_cls: 3.1839, loss: 3.1839, grad_norm: 3.1288 2020-07-26 16:27:47,585 - mmaction - INFO - Epoch [103][1440/3757] lr: 3.960e-02, eta: 2 days, 2:34:45, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3266, top5_acc: 0.5734, loss_cls: 3.1125, loss: 3.1125, grad_norm: 3.1105 2020-07-26 16:27:59,115 - mmaction - INFO - Epoch [103][1460/3757] lr: 3.960e-02, eta: 2 days, 2:34:32, time: 0.576, data_time: 0.009, memory: 5232, top1_acc: 0.3141, top5_acc: 0.5484, loss_cls: 3.2503, loss: 3.2503, grad_norm: 3.0557 2020-07-26 16:28:10,640 - mmaction - INFO - Epoch [103][1480/3757] lr: 3.960e-02, eta: 2 days, 2:34:18, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.3242, top5_acc: 0.5750, loss_cls: 3.1232, loss: 3.1232, grad_norm: 3.0369 2020-07-26 16:28:21,957 - mmaction - INFO - Epoch [103][1500/3757] lr: 3.960e-02, eta: 2 days, 2:34:04, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5578, loss_cls: 3.1653, loss: 3.1653, grad_norm: 3.0212 2020-07-26 16:28:33,380 - mmaction - INFO - Epoch [103][1520/3757] lr: 3.960e-02, eta: 2 days, 2:33:51, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5609, loss_cls: 3.1135, loss: 3.1135, grad_norm: 3.0016 2020-07-26 16:28:44,809 - mmaction - INFO - Epoch [103][1540/3757] lr: 3.960e-02, eta: 2 days, 2:33:37, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3133, top5_acc: 0.5555, loss_cls: 3.1879, loss: 3.1879, grad_norm: 3.0902 2020-07-26 16:28:56,207 - mmaction - INFO - Epoch [103][1560/3757] lr: 3.960e-02, eta: 2 days, 2:33:23, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5359, loss_cls: 3.2788, loss: 3.2788, grad_norm: 3.1878 2020-07-26 16:29:07,559 - mmaction - INFO - Epoch [103][1580/3757] lr: 3.960e-02, eta: 2 days, 2:33:09, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5383, loss_cls: 3.2632, loss: 3.2632, grad_norm: 3.0036 2020-07-26 16:29:19,106 - mmaction - INFO - Epoch [103][1600/3757] lr: 3.960e-02, eta: 2 days, 2:32:56, time: 0.577, data_time: 0.012, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5586, loss_cls: 3.1257, loss: 3.1257, grad_norm: 3.0373 2020-07-26 16:29:30,388 - mmaction - INFO - Epoch [103][1620/3757] lr: 3.960e-02, eta: 2 days, 2:32:42, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5594, loss_cls: 3.1961, loss: 3.1961, grad_norm: 3.1330 2020-07-26 16:29:41,777 - mmaction - INFO - Epoch [103][1640/3757] lr: 3.960e-02, eta: 2 days, 2:32:28, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5852, loss_cls: 3.0385, loss: 3.0385, grad_norm: 3.0749 2020-07-26 16:29:53,069 - mmaction - INFO - Epoch [103][1660/3757] lr: 3.960e-02, eta: 2 days, 2:32:14, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5773, loss_cls: 3.0966, loss: 3.0966, grad_norm: 3.1458 2020-07-26 16:30:04,448 - mmaction - INFO - Epoch [103][1680/3757] lr: 3.960e-02, eta: 2 days, 2:32:01, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5469, loss_cls: 3.2768, loss: 3.2768, grad_norm: 3.2235 2020-07-26 16:30:15,968 - mmaction - INFO - Epoch [103][1700/3757] lr: 3.960e-02, eta: 2 days, 2:31:47, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5680, loss_cls: 3.1801, loss: 3.1801, grad_norm: 3.1119 2020-07-26 16:30:27,358 - mmaction - INFO - Epoch [103][1720/3757] lr: 3.960e-02, eta: 2 days, 2:31:33, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2891, top5_acc: 0.5437, loss_cls: 3.2043, loss: 3.2043, grad_norm: 3.0303 2020-07-26 16:30:38,848 - mmaction - INFO - Epoch [103][1740/3757] lr: 3.960e-02, eta: 2 days, 2:31:20, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3141, top5_acc: 0.5609, loss_cls: 3.1728, loss: 3.1728, grad_norm: 3.0955 2020-07-26 16:30:50,324 - mmaction - INFO - Epoch [103][1760/3757] lr: 3.960e-02, eta: 2 days, 2:31:06, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5430, loss_cls: 3.2689, loss: 3.2689, grad_norm: 3.1511 2020-07-26 16:31:01,713 - mmaction - INFO - Epoch [103][1780/3757] lr: 3.960e-02, eta: 2 days, 2:30:52, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5555, loss_cls: 3.2395, loss: 3.2395, grad_norm: 3.0865 2020-07-26 16:31:13,100 - mmaction - INFO - Epoch [103][1800/3757] lr: 3.960e-02, eta: 2 days, 2:30:39, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5742, loss_cls: 3.1780, loss: 3.1780, grad_norm: 3.0545 2020-07-26 16:31:24,532 - mmaction - INFO - Epoch [103][1820/3757] lr: 3.960e-02, eta: 2 days, 2:30:25, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5484, loss_cls: 3.2236, loss: 3.2236, grad_norm: 3.0096 2020-07-26 16:31:36,026 - mmaction - INFO - Epoch [103][1840/3757] lr: 3.960e-02, eta: 2 days, 2:30:11, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3352, top5_acc: 0.5867, loss_cls: 3.0627, loss: 3.0627, grad_norm: 2.9688 2020-07-26 16:31:47,487 - mmaction - INFO - Epoch [103][1860/3757] lr: 3.960e-02, eta: 2 days, 2:29:58, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.3367, top5_acc: 0.5820, loss_cls: 3.0821, loss: 3.0821, grad_norm: 3.2069 2020-07-26 16:31:59,074 - mmaction - INFO - Epoch [103][1880/3757] lr: 3.960e-02, eta: 2 days, 2:29:44, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.3398, top5_acc: 0.5625, loss_cls: 3.1282, loss: 3.1282, grad_norm: 3.1024 2020-07-26 16:32:10,356 - mmaction - INFO - Epoch [103][1900/3757] lr: 3.960e-02, eta: 2 days, 2:29:30, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5531, loss_cls: 3.1722, loss: 3.1722, grad_norm: 3.0720 2020-07-26 16:32:21,755 - mmaction - INFO - Epoch [103][1920/3757] lr: 3.960e-02, eta: 2 days, 2:29:16, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5523, loss_cls: 3.2474, loss: 3.2474, grad_norm: 3.0947 2020-07-26 16:32:32,877 - mmaction - INFO - Epoch [103][1940/3757] lr: 3.960e-02, eta: 2 days, 2:29:02, time: 0.556, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5609, loss_cls: 3.2353, loss: 3.2353, grad_norm: 3.0661 2020-07-26 16:32:44,062 - mmaction - INFO - Epoch [103][1960/3757] lr: 3.960e-02, eta: 2 days, 2:28:48, time: 0.560, data_time: 0.002, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5758, loss_cls: 3.1583, loss: 3.1583, grad_norm: 3.0990 2020-07-26 16:32:55,267 - mmaction - INFO - Epoch [103][1980/3757] lr: 3.960e-02, eta: 2 days, 2:28:34, time: 0.560, data_time: 0.003, memory: 5232, top1_acc: 0.3250, top5_acc: 0.5727, loss_cls: 3.1475, loss: 3.1475, grad_norm: 3.1032 2020-07-26 16:33:06,447 - mmaction - INFO - Epoch [103][2000/3757] lr: 3.960e-02, eta: 2 days, 2:28:20, time: 0.559, data_time: 0.002, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5461, loss_cls: 3.2532, loss: 3.2532, grad_norm: 3.1076 2020-07-26 16:33:17,699 - mmaction - INFO - Epoch [103][2020/3757] lr: 3.960e-02, eta: 2 days, 2:28:07, time: 0.562, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5656, loss_cls: 3.1537, loss: 3.1537, grad_norm: 3.0346 2020-07-26 16:33:29,104 - mmaction - INFO - Epoch [103][2040/3757] lr: 3.960e-02, eta: 2 days, 2:27:53, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5750, loss_cls: 3.1418, loss: 3.1418, grad_norm: 3.1055 2020-07-26 16:33:40,512 - mmaction - INFO - Epoch [103][2060/3757] lr: 3.960e-02, eta: 2 days, 2:27:39, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.3477, top5_acc: 0.5938, loss_cls: 3.0200, loss: 3.0200, grad_norm: 3.0552 2020-07-26 16:33:51,963 - mmaction - INFO - Epoch [103][2080/3757] lr: 3.960e-02, eta: 2 days, 2:27:25, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5617, loss_cls: 3.1420, loss: 3.1420, grad_norm: 3.1748 2020-07-26 16:34:03,299 - mmaction - INFO - Epoch [103][2100/3757] lr: 3.960e-02, eta: 2 days, 2:27:12, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5563, loss_cls: 3.2484, loss: 3.2484, grad_norm: 3.2389 2020-07-26 16:34:14,779 - mmaction - INFO - Epoch [103][2120/3757] lr: 3.960e-02, eta: 2 days, 2:26:58, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3359, top5_acc: 0.5687, loss_cls: 3.1040, loss: 3.1040, grad_norm: 3.1053 2020-07-26 16:34:26,174 - mmaction - INFO - Epoch [103][2140/3757] lr: 3.960e-02, eta: 2 days, 2:26:44, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5586, loss_cls: 3.1725, loss: 3.1725, grad_norm: 3.1053 2020-07-26 16:34:37,518 - mmaction - INFO - Epoch [103][2160/3757] lr: 3.960e-02, eta: 2 days, 2:26:30, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3141, top5_acc: 0.5656, loss_cls: 3.1217, loss: 3.1217, grad_norm: 3.0433 2020-07-26 16:34:48,938 - mmaction - INFO - Epoch [103][2180/3757] lr: 3.960e-02, eta: 2 days, 2:26:17, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2844, top5_acc: 0.5328, loss_cls: 3.2762, loss: 3.2762, grad_norm: 3.1480 2020-07-26 16:35:00,428 - mmaction - INFO - Epoch [103][2200/3757] lr: 3.960e-02, eta: 2 days, 2:26:03, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5633, loss_cls: 3.1582, loss: 3.1582, grad_norm: 3.1468 2020-07-26 16:35:11,947 - mmaction - INFO - Epoch [103][2220/3757] lr: 3.960e-02, eta: 2 days, 2:25:50, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5617, loss_cls: 3.1597, loss: 3.1597, grad_norm: 3.0704 2020-07-26 16:35:23,429 - mmaction - INFO - Epoch [103][2240/3757] lr: 3.960e-02, eta: 2 days, 2:25:36, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5414, loss_cls: 3.2727, loss: 3.2727, grad_norm: 3.0192 2020-07-26 16:35:34,853 - mmaction - INFO - Epoch [103][2260/3757] lr: 3.960e-02, eta: 2 days, 2:25:22, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5594, loss_cls: 3.1691, loss: 3.1691, grad_norm: 3.0961 2020-07-26 16:35:46,381 - mmaction - INFO - Epoch [103][2280/3757] lr: 3.960e-02, eta: 2 days, 2:25:09, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.3406, top5_acc: 0.5906, loss_cls: 3.0571, loss: 3.0571, grad_norm: 3.0781 2020-07-26 16:35:57,755 - mmaction - INFO - Epoch [103][2300/3757] lr: 3.960e-02, eta: 2 days, 2:24:55, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5328, loss_cls: 3.2439, loss: 3.2439, grad_norm: 3.2020 2020-07-26 16:36:09,201 - mmaction - INFO - Epoch [103][2320/3757] lr: 3.960e-02, eta: 2 days, 2:24:41, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5383, loss_cls: 3.2313, loss: 3.2313, grad_norm: 3.0847 2020-07-26 16:36:20,680 - mmaction - INFO - Epoch [103][2340/3757] lr: 3.960e-02, eta: 2 days, 2:24:28, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5336, loss_cls: 3.3131, loss: 3.3131, grad_norm: 3.1053 2020-07-26 16:36:32,148 - mmaction - INFO - Epoch [103][2360/3757] lr: 3.960e-02, eta: 2 days, 2:24:14, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5477, loss_cls: 3.2336, loss: 3.2336, grad_norm: 3.1321 2020-07-26 16:36:43,476 - mmaction - INFO - Epoch [103][2380/3757] lr: 3.960e-02, eta: 2 days, 2:24:00, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3258, top5_acc: 0.5656, loss_cls: 3.1818, loss: 3.1818, grad_norm: 3.0559 2020-07-26 16:36:54,952 - mmaction - INFO - Epoch [103][2400/3757] lr: 3.960e-02, eta: 2 days, 2:23:46, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3414, top5_acc: 0.5680, loss_cls: 3.1064, loss: 3.1064, grad_norm: 3.0237 2020-07-26 16:37:06,405 - mmaction - INFO - Epoch [103][2420/3757] lr: 3.960e-02, eta: 2 days, 2:23:33, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3148, top5_acc: 0.5586, loss_cls: 3.1542, loss: 3.1542, grad_norm: 3.0779 2020-07-26 16:37:17,922 - mmaction - INFO - Epoch [103][2440/3757] lr: 3.960e-02, eta: 2 days, 2:23:19, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5398, loss_cls: 3.2136, loss: 3.2136, grad_norm: 3.1142 2020-07-26 16:37:29,359 - mmaction - INFO - Epoch [103][2460/3757] lr: 3.960e-02, eta: 2 days, 2:23:06, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3430, top5_acc: 0.5820, loss_cls: 3.0426, loss: 3.0426, grad_norm: 3.1314 2020-07-26 16:37:40,725 - mmaction - INFO - Epoch [103][2480/3757] lr: 3.960e-02, eta: 2 days, 2:22:52, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5672, loss_cls: 3.1304, loss: 3.1304, grad_norm: 3.1242 2020-07-26 16:37:52,082 - mmaction - INFO - Epoch [103][2500/3757] lr: 3.960e-02, eta: 2 days, 2:22:38, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5711, loss_cls: 3.2105, loss: 3.2105, grad_norm: 3.1549 2020-07-26 16:38:03,529 - mmaction - INFO - Epoch [103][2520/3757] lr: 3.960e-02, eta: 2 days, 2:22:24, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3250, top5_acc: 0.5773, loss_cls: 3.1147, loss: 3.1147, grad_norm: 3.1094 2020-07-26 16:38:15,029 - mmaction - INFO - Epoch [103][2540/3757] lr: 3.960e-02, eta: 2 days, 2:22:11, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3148, top5_acc: 0.5625, loss_cls: 3.1647, loss: 3.1647, grad_norm: 3.1399 2020-07-26 16:38:26,479 - mmaction - INFO - Epoch [103][2560/3757] lr: 3.960e-02, eta: 2 days, 2:21:57, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5203, loss_cls: 3.3115, loss: 3.3115, grad_norm: 3.1621 2020-07-26 16:38:37,969 - mmaction - INFO - Epoch [103][2580/3757] lr: 3.960e-02, eta: 2 days, 2:21:43, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5563, loss_cls: 3.2182, loss: 3.2182, grad_norm: 3.0513 2020-07-26 16:38:49,351 - mmaction - INFO - Epoch [103][2600/3757] lr: 3.960e-02, eta: 2 days, 2:21:30, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5594, loss_cls: 3.2030, loss: 3.2030, grad_norm: 3.0564 2020-07-26 16:39:00,766 - mmaction - INFO - Epoch [103][2620/3757] lr: 3.960e-02, eta: 2 days, 2:21:16, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5234, loss_cls: 3.3075, loss: 3.3075, grad_norm: 3.1690 2020-07-26 16:39:12,192 - mmaction - INFO - Epoch [103][2640/3757] lr: 3.960e-02, eta: 2 days, 2:21:02, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2773, top5_acc: 0.5188, loss_cls: 3.3967, loss: 3.3967, grad_norm: 3.1968 2020-07-26 16:39:23,680 - mmaction - INFO - Epoch [103][2660/3757] lr: 3.960e-02, eta: 2 days, 2:20:49, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5477, loss_cls: 3.2019, loss: 3.2019, grad_norm: 3.0364 2020-07-26 16:39:35,050 - mmaction - INFO - Epoch [103][2680/3757] lr: 3.960e-02, eta: 2 days, 2:20:35, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5633, loss_cls: 3.0862, loss: 3.0862, grad_norm: 3.0835 2020-07-26 16:39:46,417 - mmaction - INFO - Epoch [103][2700/3757] lr: 3.960e-02, eta: 2 days, 2:20:21, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5602, loss_cls: 3.1667, loss: 3.1667, grad_norm: 3.0381 2020-07-26 16:39:57,862 - mmaction - INFO - Epoch [103][2720/3757] lr: 3.960e-02, eta: 2 days, 2:20:07, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5727, loss_cls: 3.1826, loss: 3.1826, grad_norm: 3.0357 2020-07-26 16:40:09,347 - mmaction - INFO - Epoch [103][2740/3757] lr: 3.960e-02, eta: 2 days, 2:19:54, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5570, loss_cls: 3.1549, loss: 3.1549, grad_norm: 3.0952 2020-07-26 16:40:20,776 - mmaction - INFO - Epoch [103][2760/3757] lr: 3.960e-02, eta: 2 days, 2:19:40, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5539, loss_cls: 3.1656, loss: 3.1656, grad_norm: 3.1677 2020-07-26 16:40:32,161 - mmaction - INFO - Epoch [103][2780/3757] lr: 3.960e-02, eta: 2 days, 2:19:26, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5664, loss_cls: 3.1840, loss: 3.1840, grad_norm: 3.1657 2020-07-26 16:40:43,526 - mmaction - INFO - Epoch [103][2800/3757] lr: 3.960e-02, eta: 2 days, 2:19:13, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5336, loss_cls: 3.2530, loss: 3.2530, grad_norm: 3.0660 2020-07-26 16:40:54,857 - mmaction - INFO - Epoch [103][2820/3757] lr: 3.960e-02, eta: 2 days, 2:18:59, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5500, loss_cls: 3.1470, loss: 3.1470, grad_norm: 3.0333 2020-07-26 16:41:06,176 - mmaction - INFO - Epoch [103][2840/3757] lr: 3.960e-02, eta: 2 days, 2:18:45, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5531, loss_cls: 3.1922, loss: 3.1922, grad_norm: 3.0489 2020-07-26 16:41:17,536 - mmaction - INFO - Epoch [103][2860/3757] lr: 3.960e-02, eta: 2 days, 2:18:31, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5547, loss_cls: 3.1899, loss: 3.1899, grad_norm: 3.0712 2020-07-26 16:41:29,195 - mmaction - INFO - Epoch [103][2880/3757] lr: 3.960e-02, eta: 2 days, 2:18:18, time: 0.583, data_time: 0.019, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5742, loss_cls: 3.1101, loss: 3.1101, grad_norm: 3.1628 2020-07-26 16:41:40,612 - mmaction - INFO - Epoch [103][2900/3757] lr: 3.960e-02, eta: 2 days, 2:18:04, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5352, loss_cls: 3.2764, loss: 3.2764, grad_norm: 3.1290 2020-07-26 16:41:51,912 - mmaction - INFO - Epoch [103][2920/3757] lr: 3.960e-02, eta: 2 days, 2:17:50, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5680, loss_cls: 3.1173, loss: 3.1173, grad_norm: 3.0536 2020-07-26 16:42:03,254 - mmaction - INFO - Epoch [103][2940/3757] lr: 3.960e-02, eta: 2 days, 2:17:37, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5641, loss_cls: 3.1707, loss: 3.1707, grad_norm: 3.1014 2020-07-26 16:42:14,662 - mmaction - INFO - Epoch [103][2960/3757] lr: 3.960e-02, eta: 2 days, 2:17:23, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5180, loss_cls: 3.3578, loss: 3.3578, grad_norm: 3.0827 2020-07-26 16:42:26,035 - mmaction - INFO - Epoch [103][2980/3757] lr: 3.960e-02, eta: 2 days, 2:17:09, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5680, loss_cls: 3.1957, loss: 3.1957, grad_norm: 3.0107 2020-07-26 16:42:37,382 - mmaction - INFO - Epoch [103][3000/3757] lr: 3.960e-02, eta: 2 days, 2:16:55, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5633, loss_cls: 3.2015, loss: 3.2015, grad_norm: 3.1411 2020-07-26 16:42:48,782 - mmaction - INFO - Epoch [103][3020/3757] lr: 3.960e-02, eta: 2 days, 2:16:42, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3133, top5_acc: 0.5586, loss_cls: 3.1666, loss: 3.1666, grad_norm: 3.0695 2020-07-26 16:43:00,127 - mmaction - INFO - Epoch [103][3040/3757] lr: 3.960e-02, eta: 2 days, 2:16:28, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3148, top5_acc: 0.5516, loss_cls: 3.1952, loss: 3.1952, grad_norm: 3.0979 2020-07-26 16:43:11,609 - mmaction - INFO - Epoch [103][3060/3757] lr: 3.960e-02, eta: 2 days, 2:16:14, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5445, loss_cls: 3.2451, loss: 3.2451, grad_norm: 3.0251 2020-07-26 16:43:23,105 - mmaction - INFO - Epoch [103][3080/3757] lr: 3.960e-02, eta: 2 days, 2:16:01, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3180, top5_acc: 0.5750, loss_cls: 3.1783, loss: 3.1783, grad_norm: 3.1361 2020-07-26 16:43:34,613 - mmaction - INFO - Epoch [103][3100/3757] lr: 3.960e-02, eta: 2 days, 2:15:47, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3242, top5_acc: 0.5672, loss_cls: 3.1041, loss: 3.1041, grad_norm: 3.0416 2020-07-26 16:43:45,870 - mmaction - INFO - Epoch [103][3120/3757] lr: 3.960e-02, eta: 2 days, 2:15:33, time: 0.564, data_time: 0.002, memory: 5232, top1_acc: 0.3203, top5_acc: 0.5664, loss_cls: 3.1351, loss: 3.1351, grad_norm: 2.9917 2020-07-26 16:43:57,396 - mmaction - INFO - Epoch [103][3140/3757] lr: 3.960e-02, eta: 2 days, 2:15:20, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3203, top5_acc: 0.5813, loss_cls: 3.1287, loss: 3.1287, grad_norm: 3.0889 2020-07-26 16:44:08,880 - mmaction - INFO - Epoch [103][3160/3757] lr: 3.960e-02, eta: 2 days, 2:15:06, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5578, loss_cls: 3.2481, loss: 3.2481, grad_norm: 3.2376 2020-07-26 16:44:20,256 - mmaction - INFO - Epoch [103][3180/3757] lr: 3.960e-02, eta: 2 days, 2:14:52, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5664, loss_cls: 3.1562, loss: 3.1562, grad_norm: 3.1110 2020-07-26 16:44:31,614 - mmaction - INFO - Epoch [103][3200/3757] lr: 3.960e-02, eta: 2 days, 2:14:39, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3203, top5_acc: 0.5539, loss_cls: 3.1968, loss: 3.1968, grad_norm: 3.0921 2020-07-26 16:44:43,035 - mmaction - INFO - Epoch [103][3220/3757] lr: 3.960e-02, eta: 2 days, 2:14:25, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5414, loss_cls: 3.2827, loss: 3.2827, grad_norm: 3.1524 2020-07-26 16:44:54,539 - mmaction - INFO - Epoch [103][3240/3757] lr: 3.960e-02, eta: 2 days, 2:14:11, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5398, loss_cls: 3.3145, loss: 3.3145, grad_norm: 3.1032 2020-07-26 16:45:05,881 - mmaction - INFO - Epoch [103][3260/3757] lr: 3.960e-02, eta: 2 days, 2:13:57, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5531, loss_cls: 3.2425, loss: 3.2425, grad_norm: 3.0544 2020-07-26 16:45:17,267 - mmaction - INFO - Epoch [103][3280/3757] lr: 3.960e-02, eta: 2 days, 2:13:44, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5453, loss_cls: 3.2262, loss: 3.2262, grad_norm: 3.0644 2020-07-26 16:45:28,701 - mmaction - INFO - Epoch [103][3300/3757] lr: 3.960e-02, eta: 2 days, 2:13:30, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5523, loss_cls: 3.2091, loss: 3.2091, grad_norm: 3.1401 2020-07-26 16:45:40,007 - mmaction - INFO - Epoch [103][3320/3757] lr: 3.960e-02, eta: 2 days, 2:13:16, time: 0.565, data_time: 0.004, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5359, loss_cls: 3.2966, loss: 3.2966, grad_norm: 3.0622 2020-07-26 16:45:51,560 - mmaction - INFO - Epoch [103][3340/3757] lr: 3.960e-02, eta: 2 days, 2:13:03, time: 0.577, data_time: 0.002, memory: 5232, top1_acc: 0.3258, top5_acc: 0.5586, loss_cls: 3.1322, loss: 3.1322, grad_norm: 2.9854 2020-07-26 16:46:03,057 - mmaction - INFO - Epoch [103][3360/3757] lr: 3.960e-02, eta: 2 days, 2:12:49, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5609, loss_cls: 3.1727, loss: 3.1727, grad_norm: 3.1464 2020-07-26 16:46:14,456 - mmaction - INFO - Epoch [103][3380/3757] lr: 3.960e-02, eta: 2 days, 2:12:35, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5500, loss_cls: 3.2477, loss: 3.2477, grad_norm: 3.1734 2020-07-26 16:46:25,819 - mmaction - INFO - Epoch [103][3400/3757] lr: 3.960e-02, eta: 2 days, 2:12:22, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5305, loss_cls: 3.2834, loss: 3.2834, grad_norm: 3.2026 2020-07-26 16:46:37,195 - mmaction - INFO - Epoch [103][3420/3757] lr: 3.960e-02, eta: 2 days, 2:12:08, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5453, loss_cls: 3.2872, loss: 3.2872, grad_norm: 3.0950 2020-07-26 16:46:48,681 - mmaction - INFO - Epoch [103][3440/3757] lr: 3.960e-02, eta: 2 days, 2:11:54, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5797, loss_cls: 3.1570, loss: 3.1570, grad_norm: 3.0558 2020-07-26 16:47:00,124 - mmaction - INFO - Epoch [103][3460/3757] lr: 3.960e-02, eta: 2 days, 2:11:41, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5500, loss_cls: 3.2707, loss: 3.2707, grad_norm: 3.1039 2020-07-26 16:47:11,515 - mmaction - INFO - Epoch [103][3480/3757] lr: 3.960e-02, eta: 2 days, 2:11:27, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3133, top5_acc: 0.5680, loss_cls: 3.1451, loss: 3.1451, grad_norm: 3.0611 2020-07-26 16:47:23,304 - mmaction - INFO - Epoch [103][3500/3757] lr: 3.960e-02, eta: 2 days, 2:11:14, time: 0.590, data_time: 0.018, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5852, loss_cls: 3.1502, loss: 3.1502, grad_norm: 3.1610 2020-07-26 16:47:35,108 - mmaction - INFO - Epoch [103][3520/3757] lr: 3.960e-02, eta: 2 days, 2:11:00, time: 0.589, data_time: 0.024, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5266, loss_cls: 3.2989, loss: 3.2989, grad_norm: 3.1586 2020-07-26 16:47:46,832 - mmaction - INFO - Epoch [103][3540/3757] lr: 3.960e-02, eta: 2 days, 2:10:47, time: 0.587, data_time: 0.017, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5516, loss_cls: 3.1936, loss: 3.1936, grad_norm: 3.1348 2020-07-26 16:47:58,647 - mmaction - INFO - Epoch [103][3560/3757] lr: 3.960e-02, eta: 2 days, 2:10:34, time: 0.590, data_time: 0.024, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5547, loss_cls: 3.2335, loss: 3.2335, grad_norm: 3.0860 2020-07-26 16:48:10,458 - mmaction - INFO - Epoch [103][3580/3757] lr: 3.960e-02, eta: 2 days, 2:10:21, time: 0.591, data_time: 0.016, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5570, loss_cls: 3.2169, loss: 3.2169, grad_norm: 3.0350 2020-07-26 16:48:21,836 - mmaction - INFO - Epoch [103][3600/3757] lr: 3.960e-02, eta: 2 days, 2:10:07, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5500, loss_cls: 3.1942, loss: 3.1942, grad_norm: 3.0671 2020-07-26 16:48:33,139 - mmaction - INFO - Epoch [103][3620/3757] lr: 3.960e-02, eta: 2 days, 2:09:53, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5297, loss_cls: 3.2673, loss: 3.2673, grad_norm: 3.1789 2020-07-26 16:48:44,606 - mmaction - INFO - Epoch [103][3640/3757] lr: 3.960e-02, eta: 2 days, 2:09:39, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5547, loss_cls: 3.2402, loss: 3.2402, grad_norm: 3.0215 2020-07-26 16:48:56,017 - mmaction - INFO - Epoch [103][3660/3757] lr: 3.960e-02, eta: 2 days, 2:09:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3180, top5_acc: 0.5828, loss_cls: 3.1090, loss: 3.1090, grad_norm: 3.1070 2020-07-26 16:49:07,350 - mmaction - INFO - Epoch [103][3680/3757] lr: 3.960e-02, eta: 2 days, 2:09:12, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5453, loss_cls: 3.2543, loss: 3.2543, grad_norm: 3.2181 2020-07-26 16:49:18,773 - mmaction - INFO - Epoch [103][3700/3757] lr: 3.960e-02, eta: 2 days, 2:08:58, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5703, loss_cls: 3.1749, loss: 3.1749, grad_norm: 3.2329 2020-07-26 16:49:30,178 - mmaction - INFO - Epoch [103][3720/3757] lr: 3.960e-02, eta: 2 days, 2:08:45, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5406, loss_cls: 3.3102, loss: 3.3102, grad_norm: 3.1767 2020-07-26 16:49:41,604 - mmaction - INFO - Epoch [103][3740/3757] lr: 3.960e-02, eta: 2 days, 2:08:31, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5422, loss_cls: 3.1861, loss: 3.1861, grad_norm: 3.0749 2020-07-26 16:52:45,785 - mmaction - INFO - Epoch [104][20/3757] lr: 3.875e-02, eta: 2 days, 2:10:53, time: 8.458, data_time: 7.767, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5664, loss_cls: 3.1832, loss: 3.1832, grad_norm: 3.0830 2020-07-26 16:52:57,036 - mmaction - INFO - Epoch [104][40/3757] lr: 3.875e-02, eta: 2 days, 2:10:39, time: 0.563, data_time: 0.002, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5500, loss_cls: 3.2114, loss: 3.2114, grad_norm: 3.0708 2020-07-26 16:53:08,356 - mmaction - INFO - Epoch [104][60/3757] lr: 3.875e-02, eta: 2 days, 2:10:26, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5883, loss_cls: 3.0386, loss: 3.0386, grad_norm: 3.0290 2020-07-26 16:53:19,726 - mmaction - INFO - Epoch [104][80/3757] lr: 3.875e-02, eta: 2 days, 2:10:12, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5492, loss_cls: 3.2118, loss: 3.2118, grad_norm: 3.1903 2020-07-26 16:53:31,090 - mmaction - INFO - Epoch [104][100/3757] lr: 3.875e-02, eta: 2 days, 2:09:58, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5250, loss_cls: 3.3168, loss: 3.3168, grad_norm: 3.1500 2020-07-26 16:53:42,388 - mmaction - INFO - Epoch [104][120/3757] lr: 3.875e-02, eta: 2 days, 2:09:44, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5664, loss_cls: 3.2160, loss: 3.2160, grad_norm: 3.0012 2020-07-26 16:53:53,653 - mmaction - INFO - Epoch [104][140/3757] lr: 3.875e-02, eta: 2 days, 2:09:30, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5555, loss_cls: 3.2773, loss: 3.2773, grad_norm: 3.1400 2020-07-26 16:54:05,077 - mmaction - INFO - Epoch [104][160/3757] lr: 3.875e-02, eta: 2 days, 2:09:17, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5742, loss_cls: 3.0627, loss: 3.0627, grad_norm: 2.9849 2020-07-26 16:54:16,404 - mmaction - INFO - Epoch [104][180/3757] lr: 3.875e-02, eta: 2 days, 2:09:03, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3203, top5_acc: 0.5859, loss_cls: 3.0700, loss: 3.0700, grad_norm: 3.0779 2020-07-26 16:54:27,740 - mmaction - INFO - Epoch [104][200/3757] lr: 3.875e-02, eta: 2 days, 2:08:49, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3281, top5_acc: 0.5695, loss_cls: 3.1293, loss: 3.1293, grad_norm: 3.1276 2020-07-26 16:54:39,051 - mmaction - INFO - Epoch [104][220/3757] lr: 3.875e-02, eta: 2 days, 2:08:35, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5570, loss_cls: 3.1881, loss: 3.1881, grad_norm: 3.1530 2020-07-26 16:54:50,442 - mmaction - INFO - Epoch [104][240/3757] lr: 3.875e-02, eta: 2 days, 2:08:21, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5563, loss_cls: 3.1255, loss: 3.1255, grad_norm: 3.0571 2020-07-26 16:55:02,292 - mmaction - INFO - Epoch [104][260/3757] lr: 3.875e-02, eta: 2 days, 2:08:08, time: 0.592, data_time: 0.015, memory: 5232, top1_acc: 0.3203, top5_acc: 0.5797, loss_cls: 3.0972, loss: 3.0972, grad_norm: 3.0533 2020-07-26 16:55:13,589 - mmaction - INFO - Epoch [104][280/3757] lr: 3.875e-02, eta: 2 days, 2:07:54, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5781, loss_cls: 3.1909, loss: 3.1909, grad_norm: 3.1646 2020-07-26 16:55:24,870 - mmaction - INFO - Epoch [104][300/3757] lr: 3.875e-02, eta: 2 days, 2:07:41, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.3180, top5_acc: 0.5516, loss_cls: 3.1657, loss: 3.1657, grad_norm: 3.0147 2020-07-26 16:55:36,235 - mmaction - INFO - Epoch [104][320/3757] lr: 3.875e-02, eta: 2 days, 2:07:27, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5586, loss_cls: 3.1087, loss: 3.1087, grad_norm: 3.0926 2020-07-26 16:55:47,595 - mmaction - INFO - Epoch [104][340/3757] lr: 3.875e-02, eta: 2 days, 2:07:13, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5523, loss_cls: 3.2329, loss: 3.2329, grad_norm: 3.0794 2020-07-26 16:55:58,949 - mmaction - INFO - Epoch [104][360/3757] lr: 3.875e-02, eta: 2 days, 2:06:59, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5539, loss_cls: 3.2081, loss: 3.2081, grad_norm: 3.0667 2020-07-26 16:56:10,308 - mmaction - INFO - Epoch [104][380/3757] lr: 3.875e-02, eta: 2 days, 2:06:45, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.3328, top5_acc: 0.6008, loss_cls: 2.9876, loss: 2.9876, grad_norm: 2.9759 2020-07-26 16:56:21,647 - mmaction - INFO - Epoch [104][400/3757] lr: 3.875e-02, eta: 2 days, 2:06:32, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3359, top5_acc: 0.5719, loss_cls: 3.0348, loss: 3.0348, grad_norm: 3.0616 2020-07-26 16:56:32,830 - mmaction - INFO - Epoch [104][420/3757] lr: 3.875e-02, eta: 2 days, 2:06:18, time: 0.559, data_time: 0.003, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5297, loss_cls: 3.2913, loss: 3.2913, grad_norm: 3.1817 2020-07-26 16:56:44,172 - mmaction - INFO - Epoch [104][440/3757] lr: 3.875e-02, eta: 2 days, 2:06:04, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5852, loss_cls: 3.0925, loss: 3.0925, grad_norm: 3.1004 2020-07-26 16:56:55,483 - mmaction - INFO - Epoch [104][460/3757] lr: 3.875e-02, eta: 2 days, 2:05:50, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3180, top5_acc: 0.5766, loss_cls: 3.0614, loss: 3.0614, grad_norm: 3.1031 2020-07-26 16:57:07,102 - mmaction - INFO - Epoch [104][480/3757] lr: 3.875e-02, eta: 2 days, 2:05:37, time: 0.581, data_time: 0.028, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5687, loss_cls: 3.1274, loss: 3.1274, grad_norm: 3.1578 2020-07-26 16:57:18,429 - mmaction - INFO - Epoch [104][500/3757] lr: 3.875e-02, eta: 2 days, 2:05:23, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3492, top5_acc: 0.5883, loss_cls: 3.0266, loss: 3.0266, grad_norm: 3.1418 2020-07-26 16:57:32,871 - mmaction - INFO - Epoch [104][520/3757] lr: 3.875e-02, eta: 2 days, 2:05:13, time: 0.722, data_time: 0.003, memory: 5232, top1_acc: 0.3398, top5_acc: 0.5813, loss_cls: 3.0627, loss: 3.0627, grad_norm: 3.1480 2020-07-26 16:57:44,988 - mmaction - INFO - Epoch [104][540/3757] lr: 3.875e-02, eta: 2 days, 2:05:00, time: 0.606, data_time: 0.003, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5516, loss_cls: 3.1594, loss: 3.1594, grad_norm: 3.1498 2020-07-26 16:58:05,432 - mmaction - INFO - Epoch [104][560/3757] lr: 3.875e-02, eta: 2 days, 2:04:56, time: 1.022, data_time: 0.003, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5383, loss_cls: 3.2681, loss: 3.2681, grad_norm: 3.1632 2020-07-26 16:58:16,716 - mmaction - INFO - Epoch [104][580/3757] lr: 3.875e-02, eta: 2 days, 2:04:42, time: 0.565, data_time: 0.004, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5664, loss_cls: 3.1828, loss: 3.1828, grad_norm: 3.0951 2020-07-26 16:58:27,931 - mmaction - INFO - Epoch [104][600/3757] lr: 3.875e-02, eta: 2 days, 2:04:28, time: 0.560, data_time: 0.003, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5312, loss_cls: 3.2906, loss: 3.2906, grad_norm: 3.1839 2020-07-26 16:58:39,283 - mmaction - INFO - Epoch [104][620/3757] lr: 3.875e-02, eta: 2 days, 2:04:15, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5437, loss_cls: 3.2177, loss: 3.2177, grad_norm: 3.1345 2020-07-26 16:58:50,672 - mmaction - INFO - Epoch [104][640/3757] lr: 3.875e-02, eta: 2 days, 2:04:01, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5633, loss_cls: 3.1806, loss: 3.1806, grad_norm: 3.1533 2020-07-26 16:59:02,412 - mmaction - INFO - Epoch [104][660/3757] lr: 3.875e-02, eta: 2 days, 2:03:48, time: 0.586, data_time: 0.021, memory: 5232, top1_acc: 0.3203, top5_acc: 0.5758, loss_cls: 3.1437, loss: 3.1437, grad_norm: 3.1148 2020-07-26 16:59:13,779 - mmaction - INFO - Epoch [104][680/3757] lr: 3.875e-02, eta: 2 days, 2:03:34, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5828, loss_cls: 3.1100, loss: 3.1100, grad_norm: 3.1315 2020-07-26 16:59:25,182 - mmaction - INFO - Epoch [104][700/3757] lr: 3.875e-02, eta: 2 days, 2:03:20, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5508, loss_cls: 3.2074, loss: 3.2074, grad_norm: 3.0308 2020-07-26 16:59:36,542 - mmaction - INFO - Epoch [104][720/3757] lr: 3.875e-02, eta: 2 days, 2:03:06, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3180, top5_acc: 0.5570, loss_cls: 3.2129, loss: 3.2129, grad_norm: 3.0549 2020-07-26 16:59:47,991 - mmaction - INFO - Epoch [104][740/3757] lr: 3.875e-02, eta: 2 days, 2:02:53, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3367, top5_acc: 0.5797, loss_cls: 3.1076, loss: 3.1076, grad_norm: 3.0706 2020-07-26 16:59:59,429 - mmaction - INFO - Epoch [104][760/3757] lr: 3.875e-02, eta: 2 days, 2:02:39, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3258, top5_acc: 0.5477, loss_cls: 3.1242, loss: 3.1242, grad_norm: 3.1280 2020-07-26 17:00:16,593 - mmaction - INFO - Epoch [104][780/3757] lr: 3.875e-02, eta: 2 days, 2:02:32, time: 0.856, data_time: 0.006, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5594, loss_cls: 3.2366, loss: 3.2366, grad_norm: 3.0674 2020-07-26 17:00:28,188 - mmaction - INFO - Epoch [104][800/3757] lr: 3.875e-02, eta: 2 days, 2:02:18, time: 0.582, data_time: 0.006, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5570, loss_cls: 3.2390, loss: 3.2390, grad_norm: 3.0788 2020-07-26 17:00:39,660 - mmaction - INFO - Epoch [104][820/3757] lr: 3.875e-02, eta: 2 days, 2:02:05, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5500, loss_cls: 3.2319, loss: 3.2319, grad_norm: 3.0953 2020-07-26 17:00:51,109 - mmaction - INFO - Epoch [104][840/3757] lr: 3.875e-02, eta: 2 days, 2:01:51, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5594, loss_cls: 3.1755, loss: 3.1755, grad_norm: 3.0710 2020-07-26 17:01:02,520 - mmaction - INFO - Epoch [104][860/3757] lr: 3.875e-02, eta: 2 days, 2:01:37, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3180, top5_acc: 0.5516, loss_cls: 3.1636, loss: 3.1636, grad_norm: 3.1039 2020-07-26 17:01:13,931 - mmaction - INFO - Epoch [104][880/3757] lr: 3.875e-02, eta: 2 days, 2:01:24, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3141, top5_acc: 0.5578, loss_cls: 3.2533, loss: 3.2533, grad_norm: 3.1223 2020-07-26 17:01:25,338 - mmaction - INFO - Epoch [104][900/3757] lr: 3.875e-02, eta: 2 days, 2:01:10, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5609, loss_cls: 3.1740, loss: 3.1740, grad_norm: 3.0418 2020-07-26 17:01:36,838 - mmaction - INFO - Epoch [104][920/3757] lr: 3.875e-02, eta: 2 days, 2:00:56, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3281, top5_acc: 0.5672, loss_cls: 3.1522, loss: 3.1522, grad_norm: 3.1645 2020-07-26 17:01:48,312 - mmaction - INFO - Epoch [104][940/3757] lr: 3.875e-02, eta: 2 days, 2:00:43, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5586, loss_cls: 3.2420, loss: 3.2420, grad_norm: 3.1698 2020-07-26 17:01:59,717 - mmaction - INFO - Epoch [104][960/3757] lr: 3.875e-02, eta: 2 days, 2:00:29, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5445, loss_cls: 3.2707, loss: 3.2707, grad_norm: 3.1539 2020-07-26 17:02:11,159 - mmaction - INFO - Epoch [104][980/3757] lr: 3.875e-02, eta: 2 days, 2:00:15, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5469, loss_cls: 3.2082, loss: 3.2082, grad_norm: 3.1516 2020-07-26 17:02:22,598 - mmaction - INFO - Epoch [104][1000/3757] lr: 3.875e-02, eta: 2 days, 2:00:02, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5445, loss_cls: 3.3016, loss: 3.3016, grad_norm: 3.1975 2020-07-26 17:02:34,021 - mmaction - INFO - Epoch [104][1020/3757] lr: 3.875e-02, eta: 2 days, 1:59:48, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.3461, top5_acc: 0.5719, loss_cls: 3.0816, loss: 3.0816, grad_norm: 3.0488 2020-07-26 17:02:45,545 - mmaction - INFO - Epoch [104][1040/3757] lr: 3.875e-02, eta: 2 days, 1:59:34, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3328, top5_acc: 0.5813, loss_cls: 3.0872, loss: 3.0872, grad_norm: 3.0714 2020-07-26 17:02:56,817 - mmaction - INFO - Epoch [104][1060/3757] lr: 3.875e-02, eta: 2 days, 1:59:20, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.3344, top5_acc: 0.5664, loss_cls: 3.0778, loss: 3.0778, grad_norm: 3.0852 2020-07-26 17:03:08,370 - mmaction - INFO - Epoch [104][1080/3757] lr: 3.875e-02, eta: 2 days, 1:59:07, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5687, loss_cls: 3.1781, loss: 3.1781, grad_norm: 3.0814 2020-07-26 17:03:19,773 - mmaction - INFO - Epoch [104][1100/3757] lr: 3.875e-02, eta: 2 days, 1:58:53, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5602, loss_cls: 3.1974, loss: 3.1974, grad_norm: 3.0361 2020-07-26 17:03:31,173 - mmaction - INFO - Epoch [104][1120/3757] lr: 3.875e-02, eta: 2 days, 1:58:40, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3352, top5_acc: 0.5867, loss_cls: 3.0622, loss: 3.0622, grad_norm: 3.0265 2020-07-26 17:03:42,575 - mmaction - INFO - Epoch [104][1140/3757] lr: 3.875e-02, eta: 2 days, 1:58:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5633, loss_cls: 3.2171, loss: 3.2171, grad_norm: 3.1851 2020-07-26 17:03:53,950 - mmaction - INFO - Epoch [104][1160/3757] lr: 3.875e-02, eta: 2 days, 1:58:12, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5633, loss_cls: 3.1757, loss: 3.1757, grad_norm: 3.0850 2020-07-26 17:04:05,368 - mmaction - INFO - Epoch [104][1180/3757] lr: 3.875e-02, eta: 2 days, 1:57:58, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5281, loss_cls: 3.2668, loss: 3.2668, grad_norm: 3.1762 2020-07-26 17:04:16,853 - mmaction - INFO - Epoch [104][1200/3757] lr: 3.875e-02, eta: 2 days, 1:57:45, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5687, loss_cls: 3.1617, loss: 3.1617, grad_norm: 3.1495 2020-07-26 17:04:28,372 - mmaction - INFO - Epoch [104][1220/3757] lr: 3.875e-02, eta: 2 days, 1:57:31, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2812, top5_acc: 0.5445, loss_cls: 3.2864, loss: 3.2864, grad_norm: 3.0734 2020-07-26 17:04:39,779 - mmaction - INFO - Epoch [104][1240/3757] lr: 3.875e-02, eta: 2 days, 1:57:18, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5477, loss_cls: 3.2228, loss: 3.2228, grad_norm: 3.0624 2020-07-26 17:04:51,228 - mmaction - INFO - Epoch [104][1260/3757] lr: 3.875e-02, eta: 2 days, 1:57:04, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5563, loss_cls: 3.1738, loss: 3.1738, grad_norm: 3.1387 2020-07-26 17:05:02,713 - mmaction - INFO - Epoch [104][1280/3757] lr: 3.875e-02, eta: 2 days, 1:56:50, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5625, loss_cls: 3.2330, loss: 3.2330, grad_norm: 3.1975 2020-07-26 17:05:14,022 - mmaction - INFO - Epoch [104][1300/3757] lr: 3.875e-02, eta: 2 days, 1:56:36, time: 0.566, data_time: 0.001, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5312, loss_cls: 3.2717, loss: 3.2717, grad_norm: 3.0082 2020-07-26 17:05:25,390 - mmaction - INFO - Epoch [104][1320/3757] lr: 3.875e-02, eta: 2 days, 1:56:23, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5398, loss_cls: 3.2798, loss: 3.2798, grad_norm: 3.0075 2020-07-26 17:05:36,746 - mmaction - INFO - Epoch [104][1340/3757] lr: 3.875e-02, eta: 2 days, 1:56:09, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5664, loss_cls: 3.1715, loss: 3.1715, grad_norm: 3.0680 2020-07-26 17:05:48,047 - mmaction - INFO - Epoch [104][1360/3757] lr: 3.875e-02, eta: 2 days, 1:55:55, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5563, loss_cls: 3.1889, loss: 3.1889, grad_norm: 3.0937 2020-07-26 17:05:59,500 - mmaction - INFO - Epoch [104][1380/3757] lr: 3.875e-02, eta: 2 days, 1:55:42, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5680, loss_cls: 3.1654, loss: 3.1654, grad_norm: 3.1459 2020-07-26 17:06:10,838 - mmaction - INFO - Epoch [104][1400/3757] lr: 3.875e-02, eta: 2 days, 1:55:28, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5672, loss_cls: 3.1932, loss: 3.1932, grad_norm: 3.0958 2020-07-26 17:06:22,273 - mmaction - INFO - Epoch [104][1420/3757] lr: 3.875e-02, eta: 2 days, 1:55:14, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5867, loss_cls: 3.0261, loss: 3.0261, grad_norm: 3.0621 2020-07-26 17:06:33,646 - mmaction - INFO - Epoch [104][1440/3757] lr: 3.875e-02, eta: 2 days, 1:55:00, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5742, loss_cls: 3.1342, loss: 3.1342, grad_norm: 3.0697 2020-07-26 17:06:45,162 - mmaction - INFO - Epoch [104][1460/3757] lr: 3.875e-02, eta: 2 days, 1:54:47, time: 0.576, data_time: 0.012, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5563, loss_cls: 3.1632, loss: 3.1632, grad_norm: 3.0926 2020-07-26 17:06:56,476 - mmaction - INFO - Epoch [104][1480/3757] lr: 3.875e-02, eta: 2 days, 1:54:33, time: 0.565, data_time: 0.002, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5500, loss_cls: 3.2567, loss: 3.2567, grad_norm: 3.1085 2020-07-26 17:07:07,849 - mmaction - INFO - Epoch [104][1500/3757] lr: 3.875e-02, eta: 2 days, 1:54:19, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.3133, top5_acc: 0.5563, loss_cls: 3.1412, loss: 3.1412, grad_norm: 3.0572 2020-07-26 17:07:19,259 - mmaction - INFO - Epoch [104][1520/3757] lr: 3.875e-02, eta: 2 days, 1:54:06, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3266, top5_acc: 0.5781, loss_cls: 3.0825, loss: 3.0825, grad_norm: 3.1679 2020-07-26 17:07:30,682 - mmaction - INFO - Epoch [104][1540/3757] lr: 3.875e-02, eta: 2 days, 1:53:52, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5656, loss_cls: 3.1767, loss: 3.1767, grad_norm: 3.1580 2020-07-26 17:07:42,221 - mmaction - INFO - Epoch [104][1560/3757] lr: 3.875e-02, eta: 2 days, 1:53:38, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3336, top5_acc: 0.5711, loss_cls: 3.1451, loss: 3.1451, grad_norm: 3.0246 2020-07-26 17:07:53,750 - mmaction - INFO - Epoch [104][1580/3757] lr: 3.875e-02, eta: 2 days, 1:53:25, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.3180, top5_acc: 0.5477, loss_cls: 3.1757, loss: 3.1757, grad_norm: 3.0816 2020-07-26 17:08:05,175 - mmaction - INFO - Epoch [104][1600/3757] lr: 3.875e-02, eta: 2 days, 1:53:11, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5742, loss_cls: 3.1926, loss: 3.1926, grad_norm: 3.1130 2020-07-26 17:08:16,625 - mmaction - INFO - Epoch [104][1620/3757] lr: 3.875e-02, eta: 2 days, 1:52:57, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3414, top5_acc: 0.5664, loss_cls: 3.0751, loss: 3.0751, grad_norm: 2.9779 2020-07-26 17:08:28,034 - mmaction - INFO - Epoch [104][1640/3757] lr: 3.875e-02, eta: 2 days, 1:52:44, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5672, loss_cls: 3.1406, loss: 3.1406, grad_norm: 3.1509 2020-07-26 17:08:39,427 - mmaction - INFO - Epoch [104][1660/3757] lr: 3.875e-02, eta: 2 days, 1:52:30, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.3148, top5_acc: 0.5602, loss_cls: 3.1948, loss: 3.1948, grad_norm: 3.0710 2020-07-26 17:08:50,869 - mmaction - INFO - Epoch [104][1680/3757] lr: 3.875e-02, eta: 2 days, 1:52:16, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5547, loss_cls: 3.2134, loss: 3.2134, grad_norm: 3.1354 2020-07-26 17:09:02,241 - mmaction - INFO - Epoch [104][1700/3757] lr: 3.875e-02, eta: 2 days, 1:52:03, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5906, loss_cls: 3.1162, loss: 3.1162, grad_norm: 3.0696 2020-07-26 17:09:13,668 - mmaction - INFO - Epoch [104][1720/3757] lr: 3.875e-02, eta: 2 days, 1:51:49, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3141, top5_acc: 0.5609, loss_cls: 3.2042, loss: 3.2042, grad_norm: 3.1007 2020-07-26 17:09:25,057 - mmaction - INFO - Epoch [104][1740/3757] lr: 3.875e-02, eta: 2 days, 1:51:35, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5430, loss_cls: 3.2190, loss: 3.2190, grad_norm: 3.1437 2020-07-26 17:09:36,457 - mmaction - INFO - Epoch [104][1760/3757] lr: 3.875e-02, eta: 2 days, 1:51:22, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3148, top5_acc: 0.5750, loss_cls: 3.1807, loss: 3.1807, grad_norm: 3.0739 2020-07-26 17:09:48,068 - mmaction - INFO - Epoch [104][1780/3757] lr: 3.875e-02, eta: 2 days, 1:51:08, time: 0.581, data_time: 0.019, memory: 5232, top1_acc: 0.3242, top5_acc: 0.5750, loss_cls: 3.1452, loss: 3.1452, grad_norm: 3.1110 2020-07-26 17:09:59,388 - mmaction - INFO - Epoch [104][1800/3757] lr: 3.875e-02, eta: 2 days, 1:50:54, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5453, loss_cls: 3.2703, loss: 3.2703, grad_norm: 3.1661 2020-07-26 17:10:10,694 - mmaction - INFO - Epoch [104][1820/3757] lr: 3.875e-02, eta: 2 days, 1:50:41, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5383, loss_cls: 3.1871, loss: 3.1871, grad_norm: 3.1088 2020-07-26 17:10:22,046 - mmaction - INFO - Epoch [104][1840/3757] lr: 3.875e-02, eta: 2 days, 1:50:27, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3148, top5_acc: 0.5727, loss_cls: 3.1847, loss: 3.1847, grad_norm: 3.0668 2020-07-26 17:10:33,560 - mmaction - INFO - Epoch [104][1860/3757] lr: 3.875e-02, eta: 2 days, 1:50:13, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5656, loss_cls: 3.1317, loss: 3.1317, grad_norm: 3.1182 2020-07-26 17:10:45,078 - mmaction - INFO - Epoch [104][1880/3757] lr: 3.875e-02, eta: 2 days, 1:50:00, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5523, loss_cls: 3.2525, loss: 3.2525, grad_norm: 3.1122 2020-07-26 17:10:56,580 - mmaction - INFO - Epoch [104][1900/3757] lr: 3.875e-02, eta: 2 days, 1:49:46, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3469, top5_acc: 0.5539, loss_cls: 3.1131, loss: 3.1131, grad_norm: 3.0941 2020-07-26 17:11:08,075 - mmaction - INFO - Epoch [104][1920/3757] lr: 3.875e-02, eta: 2 days, 1:49:33, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5336, loss_cls: 3.2292, loss: 3.2292, grad_norm: 3.1104 2020-07-26 17:11:19,483 - mmaction - INFO - Epoch [104][1940/3757] lr: 3.875e-02, eta: 2 days, 1:49:19, time: 0.571, data_time: 0.001, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5641, loss_cls: 3.2479, loss: 3.2479, grad_norm: 3.2345 2020-07-26 17:11:30,905 - mmaction - INFO - Epoch [104][1960/3757] lr: 3.875e-02, eta: 2 days, 1:49:05, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5375, loss_cls: 3.2586, loss: 3.2586, grad_norm: 3.0878 2020-07-26 17:11:42,298 - mmaction - INFO - Epoch [104][1980/3757] lr: 3.875e-02, eta: 2 days, 1:48:51, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5602, loss_cls: 3.2409, loss: 3.2409, grad_norm: 3.0566 2020-07-26 17:11:53,677 - mmaction - INFO - Epoch [104][2000/3757] lr: 3.875e-02, eta: 2 days, 1:48:38, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5727, loss_cls: 3.1366, loss: 3.1366, grad_norm: 3.0576 2020-07-26 17:12:05,033 - mmaction - INFO - Epoch [104][2020/3757] lr: 3.875e-02, eta: 2 days, 1:48:24, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5469, loss_cls: 3.1837, loss: 3.1837, grad_norm: 3.1461 2020-07-26 17:12:16,505 - mmaction - INFO - Epoch [104][2040/3757] lr: 3.875e-02, eta: 2 days, 1:48:10, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5648, loss_cls: 3.2134, loss: 3.2134, grad_norm: 3.0446 2020-07-26 17:12:27,874 - mmaction - INFO - Epoch [104][2060/3757] lr: 3.875e-02, eta: 2 days, 1:47:57, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5367, loss_cls: 3.2428, loss: 3.2428, grad_norm: 3.0797 2020-07-26 17:12:39,352 - mmaction - INFO - Epoch [104][2080/3757] lr: 3.875e-02, eta: 2 days, 1:47:43, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3203, top5_acc: 0.5742, loss_cls: 3.1384, loss: 3.1384, grad_norm: 3.1057 2020-07-26 17:12:50,705 - mmaction - INFO - Epoch [104][2100/3757] lr: 3.875e-02, eta: 2 days, 1:47:29, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5328, loss_cls: 3.2621, loss: 3.2621, grad_norm: 3.1049 2020-07-26 17:13:02,099 - mmaction - INFO - Epoch [104][2120/3757] lr: 3.875e-02, eta: 2 days, 1:47:16, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3508, top5_acc: 0.5781, loss_cls: 3.0540, loss: 3.0540, grad_norm: 3.0316 2020-07-26 17:13:13,443 - mmaction - INFO - Epoch [104][2140/3757] lr: 3.875e-02, eta: 2 days, 1:47:02, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5719, loss_cls: 3.1846, loss: 3.1846, grad_norm: 3.1225 2020-07-26 17:13:24,938 - mmaction - INFO - Epoch [104][2160/3757] lr: 3.875e-02, eta: 2 days, 1:46:48, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5336, loss_cls: 3.2377, loss: 3.2377, grad_norm: 3.1352 2020-07-26 17:13:36,365 - mmaction - INFO - Epoch [104][2180/3757] lr: 3.875e-02, eta: 2 days, 1:46:35, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3406, top5_acc: 0.5750, loss_cls: 3.1619, loss: 3.1619, grad_norm: 3.1442 2020-07-26 17:13:47,803 - mmaction - INFO - Epoch [104][2200/3757] lr: 3.875e-02, eta: 2 days, 1:46:21, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3320, top5_acc: 0.5578, loss_cls: 3.1714, loss: 3.1714, grad_norm: 3.1436 2020-07-26 17:13:59,184 - mmaction - INFO - Epoch [104][2220/3757] lr: 3.875e-02, eta: 2 days, 1:46:07, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5437, loss_cls: 3.1832, loss: 3.1832, grad_norm: 3.1484 2020-07-26 17:14:10,665 - mmaction - INFO - Epoch [104][2240/3757] lr: 3.875e-02, eta: 2 days, 1:45:54, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5531, loss_cls: 3.2673, loss: 3.2673, grad_norm: 3.1049 2020-07-26 17:14:22,152 - mmaction - INFO - Epoch [104][2260/3757] lr: 3.875e-02, eta: 2 days, 1:45:40, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5609, loss_cls: 3.1479, loss: 3.1479, grad_norm: 3.0628 2020-07-26 17:14:33,593 - mmaction - INFO - Epoch [104][2280/3757] lr: 3.875e-02, eta: 2 days, 1:45:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5828, loss_cls: 3.1033, loss: 3.1033, grad_norm: 3.1666 2020-07-26 17:14:45,076 - mmaction - INFO - Epoch [104][2300/3757] lr: 3.875e-02, eta: 2 days, 1:45:13, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3180, top5_acc: 0.5602, loss_cls: 3.1558, loss: 3.1558, grad_norm: 3.0425 2020-07-26 17:14:56,512 - mmaction - INFO - Epoch [104][2320/3757] lr: 3.875e-02, eta: 2 days, 1:44:59, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5664, loss_cls: 3.1661, loss: 3.1661, grad_norm: 3.1611 2020-07-26 17:15:07,917 - mmaction - INFO - Epoch [104][2340/3757] lr: 3.875e-02, eta: 2 days, 1:44:46, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5555, loss_cls: 3.2759, loss: 3.2759, grad_norm: 3.1950 2020-07-26 17:15:19,305 - mmaction - INFO - Epoch [104][2360/3757] lr: 3.875e-02, eta: 2 days, 1:44:32, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5672, loss_cls: 3.2045, loss: 3.2045, grad_norm: 3.1887 2020-07-26 17:15:30,795 - mmaction - INFO - Epoch [104][2380/3757] lr: 3.875e-02, eta: 2 days, 1:44:18, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5523, loss_cls: 3.1932, loss: 3.1932, grad_norm: 3.0498 2020-07-26 17:15:42,164 - mmaction - INFO - Epoch [104][2400/3757] lr: 3.875e-02, eta: 2 days, 1:44:04, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5391, loss_cls: 3.2007, loss: 3.2007, grad_norm: 3.1061 2020-07-26 17:15:53,640 - mmaction - INFO - Epoch [104][2420/3757] lr: 3.875e-02, eta: 2 days, 1:43:51, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3242, top5_acc: 0.5797, loss_cls: 3.0675, loss: 3.0675, grad_norm: 3.0050 2020-07-26 17:16:04,995 - mmaction - INFO - Epoch [104][2440/3757] lr: 3.875e-02, eta: 2 days, 1:43:37, time: 0.568, data_time: 0.009, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5469, loss_cls: 3.2397, loss: 3.2397, grad_norm: 3.1735 2020-07-26 17:16:16,350 - mmaction - INFO - Epoch [104][2460/3757] lr: 3.875e-02, eta: 2 days, 1:43:23, time: 0.567, data_time: 0.004, memory: 5232, top1_acc: 0.3242, top5_acc: 0.5563, loss_cls: 3.1548, loss: 3.1548, grad_norm: 3.1182 2020-07-26 17:16:27,687 - mmaction - INFO - Epoch [104][2480/3757] lr: 3.875e-02, eta: 2 days, 1:43:10, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5547, loss_cls: 3.2524, loss: 3.2524, grad_norm: 3.1525 2020-07-26 17:16:39,141 - mmaction - INFO - Epoch [104][2500/3757] lr: 3.875e-02, eta: 2 days, 1:42:56, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3148, top5_acc: 0.5563, loss_cls: 3.1676, loss: 3.1676, grad_norm: 2.9958 2020-07-26 17:16:50,537 - mmaction - INFO - Epoch [104][2520/3757] lr: 3.875e-02, eta: 2 days, 1:42:42, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5266, loss_cls: 3.2830, loss: 3.2830, grad_norm: 3.1563 2020-07-26 17:17:01,888 - mmaction - INFO - Epoch [104][2540/3757] lr: 3.875e-02, eta: 2 days, 1:42:29, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5344, loss_cls: 3.2999, loss: 3.2999, grad_norm: 3.0910 2020-07-26 17:17:13,272 - mmaction - INFO - Epoch [104][2560/3757] lr: 3.875e-02, eta: 2 days, 1:42:15, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5516, loss_cls: 3.2018, loss: 3.2018, grad_norm: 3.0338 2020-07-26 17:17:24,685 - mmaction - INFO - Epoch [104][2580/3757] lr: 3.875e-02, eta: 2 days, 1:42:01, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5437, loss_cls: 3.2336, loss: 3.2336, grad_norm: 3.1216 2020-07-26 17:17:36,248 - mmaction - INFO - Epoch [104][2600/3757] lr: 3.875e-02, eta: 2 days, 1:41:48, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3133, top5_acc: 0.5539, loss_cls: 3.2018, loss: 3.2018, grad_norm: 3.0671 2020-07-26 17:17:47,640 - mmaction - INFO - Epoch [104][2620/3757] lr: 3.875e-02, eta: 2 days, 1:41:34, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2852, top5_acc: 0.5227, loss_cls: 3.3372, loss: 3.3372, grad_norm: 3.1490 2020-07-26 17:17:59,011 - mmaction - INFO - Epoch [104][2640/3757] lr: 3.875e-02, eta: 2 days, 1:41:20, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5836, loss_cls: 3.0708, loss: 3.0708, grad_norm: 3.0478 2020-07-26 17:18:10,482 - mmaction - INFO - Epoch [104][2660/3757] lr: 3.875e-02, eta: 2 days, 1:41:07, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3133, top5_acc: 0.5813, loss_cls: 3.1367, loss: 3.1367, grad_norm: 3.0549 2020-07-26 17:18:21,992 - mmaction - INFO - Epoch [104][2680/3757] lr: 3.875e-02, eta: 2 days, 1:40:53, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3133, top5_acc: 0.5687, loss_cls: 3.1310, loss: 3.1310, grad_norm: 3.0416 2020-07-26 17:18:33,424 - mmaction - INFO - Epoch [104][2700/3757] lr: 3.875e-02, eta: 2 days, 1:40:40, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5633, loss_cls: 3.1100, loss: 3.1100, grad_norm: 3.0301 2020-07-26 17:18:45,054 - mmaction - INFO - Epoch [104][2720/3757] lr: 3.875e-02, eta: 2 days, 1:40:26, time: 0.582, data_time: 0.017, memory: 5232, top1_acc: 0.3203, top5_acc: 0.5805, loss_cls: 3.1033, loss: 3.1033, grad_norm: 3.0909 2020-07-26 17:18:56,470 - mmaction - INFO - Epoch [104][2740/3757] lr: 3.875e-02, eta: 2 days, 1:40:12, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2867, top5_acc: 0.5687, loss_cls: 3.2049, loss: 3.2049, grad_norm: 3.1929 2020-07-26 17:19:07,821 - mmaction - INFO - Epoch [104][2760/3757] lr: 3.875e-02, eta: 2 days, 1:39:59, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5570, loss_cls: 3.2381, loss: 3.2381, grad_norm: 3.1972 2020-07-26 17:19:19,216 - mmaction - INFO - Epoch [104][2780/3757] lr: 3.875e-02, eta: 2 days, 1:39:45, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5531, loss_cls: 3.2050, loss: 3.2050, grad_norm: 3.1286 2020-07-26 17:19:30,638 - mmaction - INFO - Epoch [104][2800/3757] lr: 3.875e-02, eta: 2 days, 1:39:31, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5648, loss_cls: 3.1661, loss: 3.1661, grad_norm: 3.0862 2020-07-26 17:19:42,028 - mmaction - INFO - Epoch [104][2820/3757] lr: 3.875e-02, eta: 2 days, 1:39:18, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5445, loss_cls: 3.2694, loss: 3.2694, grad_norm: 3.0801 2020-07-26 17:19:53,517 - mmaction - INFO - Epoch [104][2840/3757] lr: 3.875e-02, eta: 2 days, 1:39:04, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5336, loss_cls: 3.2911, loss: 3.2911, grad_norm: 3.1186 2020-07-26 17:20:05,097 - mmaction - INFO - Epoch [104][2860/3757] lr: 3.875e-02, eta: 2 days, 1:38:51, time: 0.579, data_time: 0.016, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5484, loss_cls: 3.2567, loss: 3.2567, grad_norm: 3.0786 2020-07-26 17:20:16,644 - mmaction - INFO - Epoch [104][2880/3757] lr: 3.875e-02, eta: 2 days, 1:38:37, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.3133, top5_acc: 0.5547, loss_cls: 3.1684, loss: 3.1684, grad_norm: 3.0303 2020-07-26 17:20:28,020 - mmaction - INFO - Epoch [104][2900/3757] lr: 3.875e-02, eta: 2 days, 1:38:23, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5563, loss_cls: 3.2424, loss: 3.2424, grad_norm: 3.0279 2020-07-26 17:20:39,378 - mmaction - INFO - Epoch [104][2920/3757] lr: 3.875e-02, eta: 2 days, 1:38:10, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5492, loss_cls: 3.2143, loss: 3.2143, grad_norm: 3.0719 2020-07-26 17:20:50,707 - mmaction - INFO - Epoch [104][2940/3757] lr: 3.875e-02, eta: 2 days, 1:37:56, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3141, top5_acc: 0.5508, loss_cls: 3.1523, loss: 3.1523, grad_norm: 3.0630 2020-07-26 17:21:02,178 - mmaction - INFO - Epoch [104][2960/3757] lr: 3.875e-02, eta: 2 days, 1:37:42, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5609, loss_cls: 3.1642, loss: 3.1642, grad_norm: 3.1284 2020-07-26 17:21:13,638 - mmaction - INFO - Epoch [104][2980/3757] lr: 3.875e-02, eta: 2 days, 1:37:29, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5437, loss_cls: 3.2249, loss: 3.2249, grad_norm: 3.2620 2020-07-26 17:21:25,017 - mmaction - INFO - Epoch [104][3000/3757] lr: 3.875e-02, eta: 2 days, 1:37:15, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5703, loss_cls: 3.1919, loss: 3.1919, grad_norm: 3.0599 2020-07-26 17:21:36,406 - mmaction - INFO - Epoch [104][3020/3757] lr: 3.875e-02, eta: 2 days, 1:37:01, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5484, loss_cls: 3.1636, loss: 3.1636, grad_norm: 3.0617 2020-07-26 17:21:47,760 - mmaction - INFO - Epoch [104][3040/3757] lr: 3.875e-02, eta: 2 days, 1:36:48, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5523, loss_cls: 3.1787, loss: 3.1787, grad_norm: 3.1325 2020-07-26 17:21:59,257 - mmaction - INFO - Epoch [104][3060/3757] lr: 3.875e-02, eta: 2 days, 1:36:34, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5352, loss_cls: 3.2494, loss: 3.2494, grad_norm: 3.0895 2020-07-26 17:22:10,681 - mmaction - INFO - Epoch [104][3080/3757] lr: 3.875e-02, eta: 2 days, 1:36:20, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5758, loss_cls: 3.1270, loss: 3.1270, grad_norm: 3.1331 2020-07-26 17:22:22,142 - mmaction - INFO - Epoch [104][3100/3757] lr: 3.875e-02, eta: 2 days, 1:36:07, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.3203, top5_acc: 0.5523, loss_cls: 3.1953, loss: 3.1953, grad_norm: 3.1425 2020-07-26 17:22:33,605 - mmaction - INFO - Epoch [104][3120/3757] lr: 3.875e-02, eta: 2 days, 1:35:53, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5312, loss_cls: 3.2927, loss: 3.2927, grad_norm: 3.1464 2020-07-26 17:22:45,074 - mmaction - INFO - Epoch [104][3140/3757] lr: 3.875e-02, eta: 2 days, 1:35:40, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.3180, top5_acc: 0.5570, loss_cls: 3.1759, loss: 3.1759, grad_norm: 3.0271 2020-07-26 17:22:56,481 - mmaction - INFO - Epoch [104][3160/3757] lr: 3.875e-02, eta: 2 days, 1:35:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3359, top5_acc: 0.5734, loss_cls: 3.0792, loss: 3.0792, grad_norm: 3.0528 2020-07-26 17:23:07,787 - mmaction - INFO - Epoch [104][3180/3757] lr: 3.875e-02, eta: 2 days, 1:35:12, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5742, loss_cls: 3.1506, loss: 3.1506, grad_norm: 3.1454 2020-07-26 17:23:19,153 - mmaction - INFO - Epoch [104][3200/3757] lr: 3.875e-02, eta: 2 days, 1:34:58, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3203, top5_acc: 0.5469, loss_cls: 3.1573, loss: 3.1573, grad_norm: 3.1616 2020-07-26 17:23:30,578 - mmaction - INFO - Epoch [104][3220/3757] lr: 3.875e-02, eta: 2 days, 1:34:45, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5656, loss_cls: 3.1625, loss: 3.1625, grad_norm: 3.1976 2020-07-26 17:23:41,947 - mmaction - INFO - Epoch [104][3240/3757] lr: 3.875e-02, eta: 2 days, 1:34:31, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5289, loss_cls: 3.3087, loss: 3.3087, grad_norm: 3.2248 2020-07-26 17:23:53,460 - mmaction - INFO - Epoch [104][3260/3757] lr: 3.875e-02, eta: 2 days, 1:34:18, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5352, loss_cls: 3.1960, loss: 3.1960, grad_norm: 3.0122 2020-07-26 17:24:04,960 - mmaction - INFO - Epoch [104][3280/3757] lr: 3.875e-02, eta: 2 days, 1:34:04, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5656, loss_cls: 3.1887, loss: 3.1887, grad_norm: 3.1884 2020-07-26 17:24:16,365 - mmaction - INFO - Epoch [104][3300/3757] lr: 3.875e-02, eta: 2 days, 1:33:50, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5633, loss_cls: 3.1610, loss: 3.1610, grad_norm: 3.0837 2020-07-26 17:24:27,742 - mmaction - INFO - Epoch [104][3320/3757] lr: 3.875e-02, eta: 2 days, 1:33:37, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5477, loss_cls: 3.2426, loss: 3.2426, grad_norm: 3.0633 2020-07-26 17:24:39,166 - mmaction - INFO - Epoch [104][3340/3757] lr: 3.875e-02, eta: 2 days, 1:33:23, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5555, loss_cls: 3.1455, loss: 3.1455, grad_norm: 3.0876 2020-07-26 17:24:50,583 - mmaction - INFO - Epoch [104][3360/3757] lr: 3.875e-02, eta: 2 days, 1:33:09, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5703, loss_cls: 3.2033, loss: 3.2033, grad_norm: 3.1270 2020-07-26 17:25:02,042 - mmaction - INFO - Epoch [104][3380/3757] lr: 3.875e-02, eta: 2 days, 1:32:56, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5750, loss_cls: 3.1277, loss: 3.1277, grad_norm: 3.0988 2020-07-26 17:25:13,358 - mmaction - INFO - Epoch [104][3400/3757] lr: 3.875e-02, eta: 2 days, 1:32:42, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5625, loss_cls: 3.1733, loss: 3.1733, grad_norm: 3.0820 2020-07-26 17:25:24,763 - mmaction - INFO - Epoch [104][3420/3757] lr: 3.875e-02, eta: 2 days, 1:32:28, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5469, loss_cls: 3.2572, loss: 3.2572, grad_norm: 3.1661 2020-07-26 17:25:36,104 - mmaction - INFO - Epoch [104][3440/3757] lr: 3.875e-02, eta: 2 days, 1:32:15, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5445, loss_cls: 3.2195, loss: 3.2195, grad_norm: 3.1183 2020-07-26 17:25:47,597 - mmaction - INFO - Epoch [104][3460/3757] lr: 3.875e-02, eta: 2 days, 1:32:01, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3148, top5_acc: 0.5672, loss_cls: 3.1522, loss: 3.1522, grad_norm: 3.1149 2020-07-26 17:25:59,047 - mmaction - INFO - Epoch [104][3480/3757] lr: 3.875e-02, eta: 2 days, 1:31:47, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3359, top5_acc: 0.5789, loss_cls: 3.0441, loss: 3.0441, grad_norm: 3.0836 2020-07-26 17:26:10,664 - mmaction - INFO - Epoch [104][3500/3757] lr: 3.875e-02, eta: 2 days, 1:31:34, time: 0.581, data_time: 0.016, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5695, loss_cls: 3.1115, loss: 3.1115, grad_norm: 3.1022 2020-07-26 17:26:22,088 - mmaction - INFO - Epoch [104][3520/3757] lr: 3.875e-02, eta: 2 days, 1:31:20, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3344, top5_acc: 0.5711, loss_cls: 3.1604, loss: 3.1604, grad_norm: 3.1747 2020-07-26 17:26:33,518 - mmaction - INFO - Epoch [104][3540/3757] lr: 3.875e-02, eta: 2 days, 1:31:07, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5602, loss_cls: 3.1689, loss: 3.1689, grad_norm: 3.1677 2020-07-26 17:26:45,004 - mmaction - INFO - Epoch [104][3560/3757] lr: 3.875e-02, eta: 2 days, 1:30:53, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5539, loss_cls: 3.2069, loss: 3.2069, grad_norm: 3.1391 2020-07-26 17:26:56,461 - mmaction - INFO - Epoch [104][3580/3757] lr: 3.875e-02, eta: 2 days, 1:30:40, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3336, top5_acc: 0.5727, loss_cls: 3.1565, loss: 3.1565, grad_norm: 3.0854 2020-07-26 17:27:07,901 - mmaction - INFO - Epoch [104][3600/3757] lr: 3.875e-02, eta: 2 days, 1:30:26, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5523, loss_cls: 3.1476, loss: 3.1476, grad_norm: 3.0526 2020-07-26 17:27:19,336 - mmaction - INFO - Epoch [104][3620/3757] lr: 3.875e-02, eta: 2 days, 1:30:12, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5641, loss_cls: 3.1805, loss: 3.1805, grad_norm: 3.2609 2020-07-26 17:27:30,932 - mmaction - INFO - Epoch [104][3640/3757] lr: 3.875e-02, eta: 2 days, 1:29:59, time: 0.580, data_time: 0.005, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5563, loss_cls: 3.2122, loss: 3.2122, grad_norm: 3.1736 2020-07-26 17:27:42,402 - mmaction - INFO - Epoch [104][3660/3757] lr: 3.875e-02, eta: 2 days, 1:29:45, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5586, loss_cls: 3.2169, loss: 3.2169, grad_norm: 3.1440 2020-07-26 17:27:53,869 - mmaction - INFO - Epoch [104][3680/3757] lr: 3.875e-02, eta: 2 days, 1:29:32, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5500, loss_cls: 3.2966, loss: 3.2966, grad_norm: 3.1942 2020-07-26 17:28:05,666 - mmaction - INFO - Epoch [104][3700/3757] lr: 3.875e-02, eta: 2 days, 1:29:18, time: 0.590, data_time: 0.027, memory: 5232, top1_acc: 0.3180, top5_acc: 0.5469, loss_cls: 3.2749, loss: 3.2749, grad_norm: 3.1568 2020-07-26 17:28:17,080 - mmaction - INFO - Epoch [104][3720/3757] lr: 3.875e-02, eta: 2 days, 1:29:05, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5555, loss_cls: 3.2242, loss: 3.2242, grad_norm: 3.1136 2020-07-26 17:28:28,555 - mmaction - INFO - Epoch [104][3740/3757] lr: 3.875e-02, eta: 2 days, 1:28:51, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5586, loss_cls: 3.2095, loss: 3.2095, grad_norm: 3.1808 2020-07-26 17:31:43,641 - mmaction - INFO - Epoch [105][20/3757] lr: 3.790e-02, eta: 2 days, 1:31:19, time: 8.932, data_time: 8.246, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5539, loss_cls: 3.2038, loss: 3.2038, grad_norm: 3.1235 2020-07-26 17:31:54,960 - mmaction - INFO - Epoch [105][40/3757] lr: 3.790e-02, eta: 2 days, 1:31:06, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5727, loss_cls: 3.1149, loss: 3.1149, grad_norm: 3.0650 2020-07-26 17:32:06,394 - mmaction - INFO - Epoch [105][60/3757] lr: 3.790e-02, eta: 2 days, 1:30:52, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3203, top5_acc: 0.5719, loss_cls: 3.1210, loss: 3.1210, grad_norm: 3.1654 2020-07-26 17:32:17,752 - mmaction - INFO - Epoch [105][80/3757] lr: 3.790e-02, eta: 2 days, 1:30:38, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3375, top5_acc: 0.5836, loss_cls: 3.0738, loss: 3.0738, grad_norm: 3.0850 2020-07-26 17:32:28,988 - mmaction - INFO - Epoch [105][100/3757] lr: 3.790e-02, eta: 2 days, 1:30:24, time: 0.562, data_time: 0.003, memory: 5232, top1_acc: 0.3148, top5_acc: 0.5625, loss_cls: 3.1590, loss: 3.1590, grad_norm: 3.1854 2020-07-26 17:32:40,371 - mmaction - INFO - Epoch [105][120/3757] lr: 3.790e-02, eta: 2 days, 1:30:11, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3336, top5_acc: 0.5836, loss_cls: 3.0600, loss: 3.0600, grad_norm: 3.1373 2020-07-26 17:32:51,822 - mmaction - INFO - Epoch [105][140/3757] lr: 3.790e-02, eta: 2 days, 1:29:57, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5594, loss_cls: 3.1624, loss: 3.1624, grad_norm: 3.1229 2020-07-26 17:33:03,197 - mmaction - INFO - Epoch [105][160/3757] lr: 3.790e-02, eta: 2 days, 1:29:43, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5656, loss_cls: 3.1766, loss: 3.1766, grad_norm: 3.0703 2020-07-26 17:33:14,661 - mmaction - INFO - Epoch [105][180/3757] lr: 3.790e-02, eta: 2 days, 1:29:30, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5609, loss_cls: 3.1756, loss: 3.1756, grad_norm: 3.1412 2020-07-26 17:33:26,057 - mmaction - INFO - Epoch [105][200/3757] lr: 3.790e-02, eta: 2 days, 1:29:16, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5633, loss_cls: 3.1062, loss: 3.1062, grad_norm: 3.0621 2020-07-26 17:33:37,449 - mmaction - INFO - Epoch [105][220/3757] lr: 3.790e-02, eta: 2 days, 1:29:02, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5750, loss_cls: 3.1476, loss: 3.1476, grad_norm: 3.0748 2020-07-26 17:33:48,938 - mmaction - INFO - Epoch [105][240/3757] lr: 3.790e-02, eta: 2 days, 1:28:49, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5578, loss_cls: 3.2191, loss: 3.2191, grad_norm: 3.2308 2020-07-26 17:34:00,346 - mmaction - INFO - Epoch [105][260/3757] lr: 3.790e-02, eta: 2 days, 1:28:35, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5719, loss_cls: 3.1351, loss: 3.1351, grad_norm: 3.1078 2020-07-26 17:34:11,671 - mmaction - INFO - Epoch [105][280/3757] lr: 3.790e-02, eta: 2 days, 1:28:21, time: 0.567, data_time: 0.004, memory: 5232, top1_acc: 0.3242, top5_acc: 0.5727, loss_cls: 3.1367, loss: 3.1367, grad_norm: 3.0923 2020-07-26 17:34:23,114 - mmaction - INFO - Epoch [105][300/3757] lr: 3.790e-02, eta: 2 days, 1:28:08, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3242, top5_acc: 0.5703, loss_cls: 3.1013, loss: 3.1013, grad_norm: 2.9691 2020-07-26 17:34:34,535 - mmaction - INFO - Epoch [105][320/3757] lr: 3.790e-02, eta: 2 days, 1:27:54, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3359, top5_acc: 0.5672, loss_cls: 3.0629, loss: 3.0629, grad_norm: 3.1914 2020-07-26 17:34:46,015 - mmaction - INFO - Epoch [105][340/3757] lr: 3.790e-02, eta: 2 days, 1:27:40, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5617, loss_cls: 3.1282, loss: 3.1282, grad_norm: 3.1754 2020-07-26 17:34:57,359 - mmaction - INFO - Epoch [105][360/3757] lr: 3.790e-02, eta: 2 days, 1:27:27, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3328, top5_acc: 0.5656, loss_cls: 3.1068, loss: 3.1068, grad_norm: 3.0598 2020-07-26 17:35:08,819 - mmaction - INFO - Epoch [105][380/3757] lr: 3.790e-02, eta: 2 days, 1:27:13, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3320, top5_acc: 0.5563, loss_cls: 3.1834, loss: 3.1834, grad_norm: 3.1871 2020-07-26 17:35:20,186 - mmaction - INFO - Epoch [105][400/3757] lr: 3.790e-02, eta: 2 days, 1:26:59, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5711, loss_cls: 3.0915, loss: 3.0915, grad_norm: 3.1273 2020-07-26 17:35:31,598 - mmaction - INFO - Epoch [105][420/3757] lr: 3.790e-02, eta: 2 days, 1:26:46, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3266, top5_acc: 0.5664, loss_cls: 3.1780, loss: 3.1780, grad_norm: 3.1412 2020-07-26 17:35:42,867 - mmaction - INFO - Epoch [105][440/3757] lr: 3.790e-02, eta: 2 days, 1:26:32, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5867, loss_cls: 3.0622, loss: 3.0622, grad_norm: 3.0953 2020-07-26 17:35:54,384 - mmaction - INFO - Epoch [105][460/3757] lr: 3.790e-02, eta: 2 days, 1:26:18, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5805, loss_cls: 3.1070, loss: 3.1070, grad_norm: 3.1566 2020-07-26 17:36:05,731 - mmaction - INFO - Epoch [105][480/3757] lr: 3.790e-02, eta: 2 days, 1:26:05, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5711, loss_cls: 3.1498, loss: 3.1498, grad_norm: 3.1431 2020-07-26 17:36:17,204 - mmaction - INFO - Epoch [105][500/3757] lr: 3.790e-02, eta: 2 days, 1:25:51, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5602, loss_cls: 3.1515, loss: 3.1515, grad_norm: 3.0754 2020-07-26 17:36:28,628 - mmaction - INFO - Epoch [105][520/3757] lr: 3.790e-02, eta: 2 days, 1:25:37, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5656, loss_cls: 3.1699, loss: 3.1699, grad_norm: 3.0552 2020-07-26 17:36:39,968 - mmaction - INFO - Epoch [105][540/3757] lr: 3.790e-02, eta: 2 days, 1:25:24, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5633, loss_cls: 3.1585, loss: 3.1585, grad_norm: 3.1779 2020-07-26 17:36:51,452 - mmaction - INFO - Epoch [105][560/3757] lr: 3.790e-02, eta: 2 days, 1:25:10, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5672, loss_cls: 3.1619, loss: 3.1619, grad_norm: 3.1908 2020-07-26 17:37:02,890 - mmaction - INFO - Epoch [105][580/3757] lr: 3.790e-02, eta: 2 days, 1:24:56, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.3180, top5_acc: 0.5633, loss_cls: 3.1940, loss: 3.1940, grad_norm: 3.3282 2020-07-26 17:37:14,269 - mmaction - INFO - Epoch [105][600/3757] lr: 3.790e-02, eta: 2 days, 1:24:43, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5305, loss_cls: 3.2459, loss: 3.2459, grad_norm: 3.0946 2020-07-26 17:37:25,655 - mmaction - INFO - Epoch [105][620/3757] lr: 3.790e-02, eta: 2 days, 1:24:29, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5930, loss_cls: 3.0958, loss: 3.0958, grad_norm: 3.0430 2020-07-26 17:37:37,393 - mmaction - INFO - Epoch [105][640/3757] lr: 3.790e-02, eta: 2 days, 1:24:16, time: 0.587, data_time: 0.024, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5500, loss_cls: 3.1934, loss: 3.1934, grad_norm: 3.1068 2020-07-26 17:37:48,851 - mmaction - INFO - Epoch [105][660/3757] lr: 3.790e-02, eta: 2 days, 1:24:02, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5586, loss_cls: 3.1851, loss: 3.1851, grad_norm: 3.1219 2020-07-26 17:38:00,283 - mmaction - INFO - Epoch [105][680/3757] lr: 3.790e-02, eta: 2 days, 1:23:48, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2953, top5_acc: 0.5312, loss_cls: 3.2012, loss: 3.2012, grad_norm: 3.1585 2020-07-26 17:38:11,683 - mmaction - INFO - Epoch [105][700/3757] lr: 3.790e-02, eta: 2 days, 1:23:35, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3250, top5_acc: 0.5617, loss_cls: 3.1933, loss: 3.1933, grad_norm: 3.1488 2020-07-26 17:38:23,040 - mmaction - INFO - Epoch [105][720/3757] lr: 3.790e-02, eta: 2 days, 1:23:21, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5477, loss_cls: 3.1332, loss: 3.1332, grad_norm: 3.1690 2020-07-26 17:38:34,358 - mmaction - INFO - Epoch [105][740/3757] lr: 3.790e-02, eta: 2 days, 1:23:07, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5383, loss_cls: 3.2685, loss: 3.2685, grad_norm: 3.1728 2020-07-26 17:38:46,318 - mmaction - INFO - Epoch [105][760/3757] lr: 3.790e-02, eta: 2 days, 1:22:54, time: 0.598, data_time: 0.027, memory: 5232, top1_acc: 0.3422, top5_acc: 0.5836, loss_cls: 3.0146, loss: 3.0146, grad_norm: 3.0794 2020-07-26 17:38:57,786 - mmaction - INFO - Epoch [105][780/3757] lr: 3.790e-02, eta: 2 days, 1:22:41, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5617, loss_cls: 3.1624, loss: 3.1624, grad_norm: 3.1553 2020-07-26 17:39:09,144 - mmaction - INFO - Epoch [105][800/3757] lr: 3.790e-02, eta: 2 days, 1:22:27, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5375, loss_cls: 3.2470, loss: 3.2470, grad_norm: 3.1406 2020-07-26 17:39:20,968 - mmaction - INFO - Epoch [105][820/3757] lr: 3.790e-02, eta: 2 days, 1:22:14, time: 0.591, data_time: 0.025, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5633, loss_cls: 3.1639, loss: 3.1639, grad_norm: 3.1309 2020-07-26 17:39:32,686 - mmaction - INFO - Epoch [105][840/3757] lr: 3.790e-02, eta: 2 days, 1:22:00, time: 0.586, data_time: 0.014, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5594, loss_cls: 3.1606, loss: 3.1606, grad_norm: 3.0938 2020-07-26 17:39:44,501 - mmaction - INFO - Epoch [105][860/3757] lr: 3.790e-02, eta: 2 days, 1:21:47, time: 0.590, data_time: 0.025, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5820, loss_cls: 3.0975, loss: 3.0975, grad_norm: 3.1261 2020-07-26 17:39:56,159 - mmaction - INFO - Epoch [105][880/3757] lr: 3.790e-02, eta: 2 days, 1:21:34, time: 0.583, data_time: 0.016, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5719, loss_cls: 3.1268, loss: 3.1268, grad_norm: 3.2748 2020-07-26 17:40:07,958 - mmaction - INFO - Epoch [105][900/3757] lr: 3.790e-02, eta: 2 days, 1:21:21, time: 0.590, data_time: 0.024, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5656, loss_cls: 3.2144, loss: 3.2144, grad_norm: 3.1198 2020-07-26 17:40:19,413 - mmaction - INFO - Epoch [105][920/3757] lr: 3.790e-02, eta: 2 days, 1:21:07, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5570, loss_cls: 3.2226, loss: 3.2226, grad_norm: 3.1151 2020-07-26 17:40:30,835 - mmaction - INFO - Epoch [105][940/3757] lr: 3.790e-02, eta: 2 days, 1:20:53, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2805, top5_acc: 0.5437, loss_cls: 3.2510, loss: 3.2510, grad_norm: 3.1730 2020-07-26 17:40:42,291 - mmaction - INFO - Epoch [105][960/3757] lr: 3.790e-02, eta: 2 days, 1:20:40, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5859, loss_cls: 3.1573, loss: 3.1573, grad_norm: 3.2204 2020-07-26 17:40:53,730 - mmaction - INFO - Epoch [105][980/3757] lr: 3.790e-02, eta: 2 days, 1:20:26, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3328, top5_acc: 0.5727, loss_cls: 3.0723, loss: 3.0723, grad_norm: 3.1678 2020-07-26 17:41:05,163 - mmaction - INFO - Epoch [105][1000/3757] lr: 3.790e-02, eta: 2 days, 1:20:12, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5477, loss_cls: 3.2271, loss: 3.2271, grad_norm: 3.2567 2020-07-26 17:41:16,720 - mmaction - INFO - Epoch [105][1020/3757] lr: 3.790e-02, eta: 2 days, 1:19:59, time: 0.578, data_time: 0.014, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5555, loss_cls: 3.1895, loss: 3.1895, grad_norm: 3.1232 2020-07-26 17:41:28,179 - mmaction - INFO - Epoch [105][1040/3757] lr: 3.790e-02, eta: 2 days, 1:19:45, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3180, top5_acc: 0.5563, loss_cls: 3.1713, loss: 3.1713, grad_norm: 3.2827 2020-07-26 17:41:39,580 - mmaction - INFO - Epoch [105][1060/3757] lr: 3.790e-02, eta: 2 days, 1:19:32, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5563, loss_cls: 3.2300, loss: 3.2300, grad_norm: 3.1806 2020-07-26 17:41:51,036 - mmaction - INFO - Epoch [105][1080/3757] lr: 3.790e-02, eta: 2 days, 1:19:18, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5437, loss_cls: 3.2198, loss: 3.2198, grad_norm: 3.1933 2020-07-26 17:42:02,238 - mmaction - INFO - Epoch [105][1100/3757] lr: 3.790e-02, eta: 2 days, 1:19:04, time: 0.560, data_time: 0.003, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5563, loss_cls: 3.1744, loss: 3.1744, grad_norm: 3.2248 2020-07-26 17:42:13,476 - mmaction - INFO - Epoch [105][1120/3757] lr: 3.790e-02, eta: 2 days, 1:18:50, time: 0.562, data_time: 0.003, memory: 5232, top1_acc: 0.2922, top5_acc: 0.5656, loss_cls: 3.2241, loss: 3.2241, grad_norm: 3.1567 2020-07-26 17:42:24,679 - mmaction - INFO - Epoch [105][1140/3757] lr: 3.790e-02, eta: 2 days, 1:18:36, time: 0.560, data_time: 0.002, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5641, loss_cls: 3.1951, loss: 3.1951, grad_norm: 3.1855 2020-07-26 17:42:35,886 - mmaction - INFO - Epoch [105][1160/3757] lr: 3.790e-02, eta: 2 days, 1:18:23, time: 0.560, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5477, loss_cls: 3.2400, loss: 3.2400, grad_norm: 3.1999 2020-07-26 17:42:47,211 - mmaction - INFO - Epoch [105][1180/3757] lr: 3.790e-02, eta: 2 days, 1:18:09, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5578, loss_cls: 3.1647, loss: 3.1647, grad_norm: 3.0604 2020-07-26 17:42:58,572 - mmaction - INFO - Epoch [105][1200/3757] lr: 3.790e-02, eta: 2 days, 1:17:55, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3336, top5_acc: 0.5938, loss_cls: 3.0328, loss: 3.0328, grad_norm: 3.1164 2020-07-26 17:43:10,033 - mmaction - INFO - Epoch [105][1220/3757] lr: 3.790e-02, eta: 2 days, 1:17:41, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3406, top5_acc: 0.5727, loss_cls: 3.1054, loss: 3.1054, grad_norm: 3.2163 2020-07-26 17:43:21,540 - mmaction - INFO - Epoch [105][1240/3757] lr: 3.790e-02, eta: 2 days, 1:17:28, time: 0.575, data_time: 0.002, memory: 5232, top1_acc: 0.3328, top5_acc: 0.5773, loss_cls: 3.0996, loss: 3.0996, grad_norm: 3.2597 2020-07-26 17:43:32,922 - mmaction - INFO - Epoch [105][1260/3757] lr: 3.790e-02, eta: 2 days, 1:17:14, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5469, loss_cls: 3.2043, loss: 3.2043, grad_norm: 3.2509 2020-07-26 17:43:44,317 - mmaction - INFO - Epoch [105][1280/3757] lr: 3.790e-02, eta: 2 days, 1:17:01, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5727, loss_cls: 3.1524, loss: 3.1524, grad_norm: 3.2147 2020-07-26 17:43:55,766 - mmaction - INFO - Epoch [105][1300/3757] lr: 3.790e-02, eta: 2 days, 1:16:47, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5477, loss_cls: 3.2057, loss: 3.2057, grad_norm: 3.1612 2020-07-26 17:44:07,140 - mmaction - INFO - Epoch [105][1320/3757] lr: 3.790e-02, eta: 2 days, 1:16:33, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5773, loss_cls: 3.1023, loss: 3.1023, grad_norm: 3.1288 2020-07-26 17:44:18,544 - mmaction - INFO - Epoch [105][1340/3757] lr: 3.790e-02, eta: 2 days, 1:16:20, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5516, loss_cls: 3.2048, loss: 3.2048, grad_norm: 3.1940 2020-07-26 17:44:29,873 - mmaction - INFO - Epoch [105][1360/3757] lr: 3.790e-02, eta: 2 days, 1:16:06, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5531, loss_cls: 3.2327, loss: 3.2327, grad_norm: 3.1073 2020-07-26 17:44:41,316 - mmaction - INFO - Epoch [105][1380/3757] lr: 3.790e-02, eta: 2 days, 1:15:52, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5578, loss_cls: 3.1602, loss: 3.1602, grad_norm: 3.0681 2020-07-26 17:44:52,708 - mmaction - INFO - Epoch [105][1400/3757] lr: 3.790e-02, eta: 2 days, 1:15:39, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5594, loss_cls: 3.2093, loss: 3.2093, grad_norm: 3.0591 2020-07-26 17:45:04,211 - mmaction - INFO - Epoch [105][1420/3757] lr: 3.790e-02, eta: 2 days, 1:15:25, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5461, loss_cls: 3.1810, loss: 3.1810, grad_norm: 3.1649 2020-07-26 17:45:15,671 - mmaction - INFO - Epoch [105][1440/3757] lr: 3.790e-02, eta: 2 days, 1:15:11, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5516, loss_cls: 3.2256, loss: 3.2256, grad_norm: 3.2702 2020-07-26 17:45:27,086 - mmaction - INFO - Epoch [105][1460/3757] lr: 3.790e-02, eta: 2 days, 1:14:58, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3406, top5_acc: 0.5680, loss_cls: 3.1062, loss: 3.1062, grad_norm: 3.0822 2020-07-26 17:45:38,517 - mmaction - INFO - Epoch [105][1480/3757] lr: 3.790e-02, eta: 2 days, 1:14:44, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5625, loss_cls: 3.1371, loss: 3.1371, grad_norm: 3.1260 2020-07-26 17:45:49,959 - mmaction - INFO - Epoch [105][1500/3757] lr: 3.790e-02, eta: 2 days, 1:14:31, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5742, loss_cls: 3.1345, loss: 3.1345, grad_norm: 3.2014 2020-07-26 17:46:01,372 - mmaction - INFO - Epoch [105][1520/3757] lr: 3.790e-02, eta: 2 days, 1:14:17, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3250, top5_acc: 0.5578, loss_cls: 3.1879, loss: 3.1879, grad_norm: 3.0705 2020-07-26 17:46:12,837 - mmaction - INFO - Epoch [105][1540/3757] lr: 3.790e-02, eta: 2 days, 1:14:03, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5719, loss_cls: 3.1715, loss: 3.1715, grad_norm: 3.1236 2020-07-26 17:46:24,303 - mmaction - INFO - Epoch [105][1560/3757] lr: 3.790e-02, eta: 2 days, 1:13:50, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5508, loss_cls: 3.2512, loss: 3.2512, grad_norm: 3.1534 2020-07-26 17:46:35,767 - mmaction - INFO - Epoch [105][1580/3757] lr: 3.790e-02, eta: 2 days, 1:13:36, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5453, loss_cls: 3.2070, loss: 3.2070, grad_norm: 3.0278 2020-07-26 17:46:47,205 - mmaction - INFO - Epoch [105][1600/3757] lr: 3.790e-02, eta: 2 days, 1:13:22, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5719, loss_cls: 3.1164, loss: 3.1164, grad_norm: 3.0549 2020-07-26 17:46:58,693 - mmaction - INFO - Epoch [105][1620/3757] lr: 3.790e-02, eta: 2 days, 1:13:09, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5305, loss_cls: 3.2492, loss: 3.2492, grad_norm: 3.0703 2020-07-26 17:47:10,090 - mmaction - INFO - Epoch [105][1640/3757] lr: 3.790e-02, eta: 2 days, 1:12:55, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5695, loss_cls: 3.1909, loss: 3.1909, grad_norm: 3.2037 2020-07-26 17:47:21,636 - mmaction - INFO - Epoch [105][1660/3757] lr: 3.790e-02, eta: 2 days, 1:12:42, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2953, top5_acc: 0.5531, loss_cls: 3.1488, loss: 3.1488, grad_norm: 3.0940 2020-07-26 17:47:33,067 - mmaction - INFO - Epoch [105][1680/3757] lr: 3.790e-02, eta: 2 days, 1:12:28, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5625, loss_cls: 3.1701, loss: 3.1701, grad_norm: 3.2246 2020-07-26 17:47:44,530 - mmaction - INFO - Epoch [105][1700/3757] lr: 3.790e-02, eta: 2 days, 1:12:15, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3203, top5_acc: 0.5578, loss_cls: 3.1660, loss: 3.1660, grad_norm: 3.1588 2020-07-26 17:47:56,026 - mmaction - INFO - Epoch [105][1720/3757] lr: 3.790e-02, eta: 2 days, 1:12:01, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5867, loss_cls: 3.1008, loss: 3.1008, grad_norm: 3.1725 2020-07-26 17:48:07,615 - mmaction - INFO - Epoch [105][1740/3757] lr: 3.790e-02, eta: 2 days, 1:11:48, time: 0.580, data_time: 0.015, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5672, loss_cls: 3.1857, loss: 3.1857, grad_norm: 3.1287 2020-07-26 17:48:19,070 - mmaction - INFO - Epoch [105][1760/3757] lr: 3.790e-02, eta: 2 days, 1:11:34, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5477, loss_cls: 3.2438, loss: 3.2438, grad_norm: 3.0980 2020-07-26 17:48:30,513 - mmaction - INFO - Epoch [105][1780/3757] lr: 3.790e-02, eta: 2 days, 1:11:20, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5461, loss_cls: 3.2292, loss: 3.2292, grad_norm: 3.1223 2020-07-26 17:48:41,930 - mmaction - INFO - Epoch [105][1800/3757] lr: 3.790e-02, eta: 2 days, 1:11:07, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3141, top5_acc: 0.5609, loss_cls: 3.1633, loss: 3.1633, grad_norm: 3.1156 2020-07-26 17:48:53,353 - mmaction - INFO - Epoch [105][1820/3757] lr: 3.790e-02, eta: 2 days, 1:10:53, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5664, loss_cls: 3.2025, loss: 3.2025, grad_norm: 3.1722 2020-07-26 17:49:05,029 - mmaction - INFO - Epoch [105][1840/3757] lr: 3.790e-02, eta: 2 days, 1:10:40, time: 0.584, data_time: 0.020, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5687, loss_cls: 3.1646, loss: 3.1646, grad_norm: 3.1804 2020-07-26 17:49:16,450 - mmaction - INFO - Epoch [105][1860/3757] lr: 3.790e-02, eta: 2 days, 1:10:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5352, loss_cls: 3.2664, loss: 3.2664, grad_norm: 3.1537 2020-07-26 17:49:27,862 - mmaction - INFO - Epoch [105][1880/3757] lr: 3.790e-02, eta: 2 days, 1:10:12, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5516, loss_cls: 3.2254, loss: 3.2254, grad_norm: 3.1895 2020-07-26 17:49:39,296 - mmaction - INFO - Epoch [105][1900/3757] lr: 3.790e-02, eta: 2 days, 1:09:59, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3250, top5_acc: 0.5586, loss_cls: 3.2273, loss: 3.2273, grad_norm: 3.1747 2020-07-26 17:49:50,715 - mmaction - INFO - Epoch [105][1920/3757] lr: 3.790e-02, eta: 2 days, 1:09:45, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3320, top5_acc: 0.5742, loss_cls: 3.0926, loss: 3.0926, grad_norm: 3.0701 2020-07-26 17:50:02,177 - mmaction - INFO - Epoch [105][1940/3757] lr: 3.790e-02, eta: 2 days, 1:09:32, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3344, top5_acc: 0.5742, loss_cls: 3.1289, loss: 3.1289, grad_norm: 3.0579 2020-07-26 17:50:13,471 - mmaction - INFO - Epoch [105][1960/3757] lr: 3.790e-02, eta: 2 days, 1:09:18, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5563, loss_cls: 3.1972, loss: 3.1972, grad_norm: 3.0856 2020-07-26 17:50:24,961 - mmaction - INFO - Epoch [105][1980/3757] lr: 3.790e-02, eta: 2 days, 1:09:04, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5523, loss_cls: 3.1941, loss: 3.1941, grad_norm: 3.0844 2020-07-26 17:50:36,455 - mmaction - INFO - Epoch [105][2000/3757] lr: 3.790e-02, eta: 2 days, 1:08:51, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5539, loss_cls: 3.2207, loss: 3.2207, grad_norm: 3.1440 2020-07-26 17:50:47,944 - mmaction - INFO - Epoch [105][2020/3757] lr: 3.790e-02, eta: 2 days, 1:08:37, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5570, loss_cls: 3.2360, loss: 3.2360, grad_norm: 3.2123 2020-07-26 17:50:59,327 - mmaction - INFO - Epoch [105][2040/3757] lr: 3.790e-02, eta: 2 days, 1:08:23, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5523, loss_cls: 3.2209, loss: 3.2209, grad_norm: 3.0198 2020-07-26 17:51:11,177 - mmaction - INFO - Epoch [105][2060/3757] lr: 3.790e-02, eta: 2 days, 1:08:10, time: 0.593, data_time: 0.028, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5469, loss_cls: 3.1795, loss: 3.1795, grad_norm: 3.0881 2020-07-26 17:51:22,585 - mmaction - INFO - Epoch [105][2080/3757] lr: 3.790e-02, eta: 2 days, 1:07:57, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5602, loss_cls: 3.2006, loss: 3.2006, grad_norm: 3.1110 2020-07-26 17:51:34,007 - mmaction - INFO - Epoch [105][2100/3757] lr: 3.790e-02, eta: 2 days, 1:07:43, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5672, loss_cls: 3.1771, loss: 3.1771, grad_norm: 3.1250 2020-07-26 17:51:45,561 - mmaction - INFO - Epoch [105][2120/3757] lr: 3.790e-02, eta: 2 days, 1:07:30, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5820, loss_cls: 3.1182, loss: 3.1182, grad_norm: 3.1711 2020-07-26 17:51:57,002 - mmaction - INFO - Epoch [105][2140/3757] lr: 3.790e-02, eta: 2 days, 1:07:16, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5555, loss_cls: 3.1253, loss: 3.1253, grad_norm: 3.1866 2020-07-26 17:52:08,515 - mmaction - INFO - Epoch [105][2160/3757] lr: 3.790e-02, eta: 2 days, 1:07:02, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3320, top5_acc: 0.5609, loss_cls: 3.1694, loss: 3.1694, grad_norm: 3.1673 2020-07-26 17:52:19,988 - mmaction - INFO - Epoch [105][2180/3757] lr: 3.790e-02, eta: 2 days, 1:06:49, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.3203, top5_acc: 0.5383, loss_cls: 3.1928, loss: 3.1928, grad_norm: 3.1708 2020-07-26 17:52:31,354 - mmaction - INFO - Epoch [105][2200/3757] lr: 3.790e-02, eta: 2 days, 1:06:35, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5633, loss_cls: 3.1543, loss: 3.1543, grad_norm: 3.1488 2020-07-26 17:52:42,830 - mmaction - INFO - Epoch [105][2220/3757] lr: 3.790e-02, eta: 2 days, 1:06:22, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5430, loss_cls: 3.2161, loss: 3.2161, grad_norm: 3.1905 2020-07-26 17:52:54,279 - mmaction - INFO - Epoch [105][2240/3757] lr: 3.790e-02, eta: 2 days, 1:06:08, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3266, top5_acc: 0.5727, loss_cls: 3.1073, loss: 3.1073, grad_norm: 3.0979 2020-07-26 17:53:05,728 - mmaction - INFO - Epoch [105][2260/3757] lr: 3.790e-02, eta: 2 days, 1:05:54, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5633, loss_cls: 3.1669, loss: 3.1669, grad_norm: 3.1995 2020-07-26 17:53:17,182 - mmaction - INFO - Epoch [105][2280/3757] lr: 3.790e-02, eta: 2 days, 1:05:41, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2883, top5_acc: 0.5586, loss_cls: 3.2217, loss: 3.2217, grad_norm: 3.2436 2020-07-26 17:53:28,656 - mmaction - INFO - Epoch [105][2300/3757] lr: 3.790e-02, eta: 2 days, 1:05:27, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3258, top5_acc: 0.5641, loss_cls: 3.1168, loss: 3.1168, grad_norm: 3.1488 2020-07-26 17:53:40,000 - mmaction - INFO - Epoch [105][2320/3757] lr: 3.790e-02, eta: 2 days, 1:05:14, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3242, top5_acc: 0.5578, loss_cls: 3.1595, loss: 3.1595, grad_norm: 3.2478 2020-07-26 17:53:51,446 - mmaction - INFO - Epoch [105][2340/3757] lr: 3.790e-02, eta: 2 days, 1:05:00, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5719, loss_cls: 3.0900, loss: 3.0900, grad_norm: 3.1843 2020-07-26 17:54:02,819 - mmaction - INFO - Epoch [105][2360/3757] lr: 3.790e-02, eta: 2 days, 1:04:46, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5813, loss_cls: 3.0807, loss: 3.0807, grad_norm: 3.2115 2020-07-26 17:54:14,191 - mmaction - INFO - Epoch [105][2380/3757] lr: 3.790e-02, eta: 2 days, 1:04:33, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5594, loss_cls: 3.1982, loss: 3.1982, grad_norm: 3.2685 2020-07-26 17:54:25,511 - mmaction - INFO - Epoch [105][2400/3757] lr: 3.790e-02, eta: 2 days, 1:04:19, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5453, loss_cls: 3.2576, loss: 3.2576, grad_norm: 3.2205 2020-07-26 17:54:36,953 - mmaction - INFO - Epoch [105][2420/3757] lr: 3.790e-02, eta: 2 days, 1:04:05, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5602, loss_cls: 3.2007, loss: 3.2007, grad_norm: 3.1766 2020-07-26 17:54:48,358 - mmaction - INFO - Epoch [105][2440/3757] lr: 3.790e-02, eta: 2 days, 1:03:52, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5531, loss_cls: 3.1935, loss: 3.1935, grad_norm: 3.1299 2020-07-26 17:54:59,795 - mmaction - INFO - Epoch [105][2460/3757] lr: 3.790e-02, eta: 2 days, 1:03:38, time: 0.572, data_time: 0.005, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5617, loss_cls: 3.2248, loss: 3.2248, grad_norm: 3.1504 2020-07-26 17:55:11,121 - mmaction - INFO - Epoch [105][2480/3757] lr: 3.790e-02, eta: 2 days, 1:03:24, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5602, loss_cls: 3.1599, loss: 3.1599, grad_norm: 3.1283 2020-07-26 17:55:22,536 - mmaction - INFO - Epoch [105][2500/3757] lr: 3.790e-02, eta: 2 days, 1:03:11, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5328, loss_cls: 3.2480, loss: 3.2480, grad_norm: 3.1803 2020-07-26 17:55:33,971 - mmaction - INFO - Epoch [105][2520/3757] lr: 3.790e-02, eta: 2 days, 1:02:57, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5430, loss_cls: 3.2449, loss: 3.2449, grad_norm: 3.1572 2020-07-26 17:55:45,427 - mmaction - INFO - Epoch [105][2540/3757] lr: 3.790e-02, eta: 2 days, 1:02:43, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5727, loss_cls: 3.1506, loss: 3.1506, grad_norm: 3.1852 2020-07-26 17:55:56,793 - mmaction - INFO - Epoch [105][2560/3757] lr: 3.790e-02, eta: 2 days, 1:02:30, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5508, loss_cls: 3.1699, loss: 3.1699, grad_norm: 3.0687 2020-07-26 17:56:08,151 - mmaction - INFO - Epoch [105][2580/3757] lr: 3.790e-02, eta: 2 days, 1:02:16, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5742, loss_cls: 3.1753, loss: 3.1753, grad_norm: 3.2398 2020-07-26 17:56:19,754 - mmaction - INFO - Epoch [105][2600/3757] lr: 3.790e-02, eta: 2 days, 1:02:03, time: 0.580, data_time: 0.017, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5516, loss_cls: 3.1899, loss: 3.1899, grad_norm: 3.1130 2020-07-26 17:56:31,234 - mmaction - INFO - Epoch [105][2620/3757] lr: 3.790e-02, eta: 2 days, 1:01:49, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3266, top5_acc: 0.5758, loss_cls: 3.1269, loss: 3.1269, grad_norm: 3.1154 2020-07-26 17:56:42,730 - mmaction - INFO - Epoch [105][2640/3757] lr: 3.790e-02, eta: 2 days, 1:01:36, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5586, loss_cls: 3.1962, loss: 3.1962, grad_norm: 3.1031 2020-07-26 17:56:54,105 - mmaction - INFO - Epoch [105][2660/3757] lr: 3.790e-02, eta: 2 days, 1:01:22, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5500, loss_cls: 3.1805, loss: 3.1805, grad_norm: 3.1546 2020-07-26 17:57:05,482 - mmaction - INFO - Epoch [105][2680/3757] lr: 3.790e-02, eta: 2 days, 1:01:08, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5367, loss_cls: 3.2456, loss: 3.2456, grad_norm: 3.1533 2020-07-26 17:57:16,910 - mmaction - INFO - Epoch [105][2700/3757] lr: 3.790e-02, eta: 2 days, 1:00:55, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5469, loss_cls: 3.2492, loss: 3.2492, grad_norm: 3.1855 2020-07-26 17:57:28,123 - mmaction - INFO - Epoch [105][2720/3757] lr: 3.790e-02, eta: 2 days, 1:00:41, time: 0.561, data_time: 0.003, memory: 5232, top1_acc: 0.3133, top5_acc: 0.5586, loss_cls: 3.1977, loss: 3.1977, grad_norm: 3.2004 2020-07-26 17:57:39,324 - mmaction - INFO - Epoch [105][2740/3757] lr: 3.790e-02, eta: 2 days, 1:00:27, time: 0.560, data_time: 0.003, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5609, loss_cls: 3.2179, loss: 3.2179, grad_norm: 3.2301 2020-07-26 17:57:50,605 - mmaction - INFO - Epoch [105][2760/3757] lr: 3.790e-02, eta: 2 days, 1:00:13, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5531, loss_cls: 3.1884, loss: 3.1884, grad_norm: 3.1278 2020-07-26 17:58:01,774 - mmaction - INFO - Epoch [105][2780/3757] lr: 3.790e-02, eta: 2 days, 0:59:59, time: 0.559, data_time: 0.003, memory: 5232, top1_acc: 0.3414, top5_acc: 0.5906, loss_cls: 3.1145, loss: 3.1145, grad_norm: 3.1113 2020-07-26 17:58:13,179 - mmaction - INFO - Epoch [105][2800/3757] lr: 3.790e-02, eta: 2 days, 0:59:46, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5539, loss_cls: 3.2481, loss: 3.2481, grad_norm: 3.1550 2020-07-26 17:58:24,581 - mmaction - INFO - Epoch [105][2820/3757] lr: 3.790e-02, eta: 2 days, 0:59:32, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5805, loss_cls: 3.0796, loss: 3.0796, grad_norm: 3.1104 2020-07-26 17:58:36,023 - mmaction - INFO - Epoch [105][2840/3757] lr: 3.790e-02, eta: 2 days, 0:59:18, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5430, loss_cls: 3.2244, loss: 3.2244, grad_norm: 3.0684 2020-07-26 17:58:47,375 - mmaction - INFO - Epoch [105][2860/3757] lr: 3.790e-02, eta: 2 days, 0:59:05, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5758, loss_cls: 3.1150, loss: 3.1150, grad_norm: 3.0734 2020-07-26 17:58:59,714 - mmaction - INFO - Epoch [105][2880/3757] lr: 3.790e-02, eta: 2 days, 0:58:52, time: 0.617, data_time: 0.003, memory: 5232, top1_acc: 0.3352, top5_acc: 0.5820, loss_cls: 3.1034, loss: 3.1034, grad_norm: 3.1463 2020-07-26 17:59:12,068 - mmaction - INFO - Epoch [105][2900/3757] lr: 3.790e-02, eta: 2 days, 0:58:39, time: 0.617, data_time: 0.003, memory: 5232, top1_acc: 0.3422, top5_acc: 0.5734, loss_cls: 3.1233, loss: 3.1233, grad_norm: 3.1401 2020-07-26 17:59:24,438 - mmaction - INFO - Epoch [105][2920/3757] lr: 3.790e-02, eta: 2 days, 0:58:27, time: 0.619, data_time: 0.003, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5789, loss_cls: 3.0627, loss: 3.0627, grad_norm: 3.1810 2020-07-26 17:59:37,856 - mmaction - INFO - Epoch [105][2940/3757] lr: 3.790e-02, eta: 2 days, 0:58:15, time: 0.671, data_time: 0.110, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5648, loss_cls: 3.1319, loss: 3.1319, grad_norm: 3.2120 2020-07-26 17:59:49,228 - mmaction - INFO - Epoch [105][2960/3757] lr: 3.790e-02, eta: 2 days, 0:58:02, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5414, loss_cls: 3.2526, loss: 3.2526, grad_norm: 3.1674 2020-07-26 18:00:00,620 - mmaction - INFO - Epoch [105][2980/3757] lr: 3.790e-02, eta: 2 days, 0:57:48, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3344, top5_acc: 0.5852, loss_cls: 3.0439, loss: 3.0439, grad_norm: 3.1096 2020-07-26 18:00:18,669 - mmaction - INFO - Epoch [105][3000/3757] lr: 3.790e-02, eta: 2 days, 0:57:42, time: 0.901, data_time: 0.005, memory: 5232, top1_acc: 0.3258, top5_acc: 0.5602, loss_cls: 3.1330, loss: 3.1330, grad_norm: 3.1895 2020-07-26 18:00:30,296 - mmaction - INFO - Epoch [105][3020/3757] lr: 3.790e-02, eta: 2 days, 0:57:28, time: 0.583, data_time: 0.006, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5469, loss_cls: 3.2605, loss: 3.2605, grad_norm: 3.1794 2020-07-26 18:00:41,764 - mmaction - INFO - Epoch [105][3040/3757] lr: 3.790e-02, eta: 2 days, 0:57:15, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5563, loss_cls: 3.1830, loss: 3.1830, grad_norm: 3.1322 2020-07-26 18:00:53,282 - mmaction - INFO - Epoch [105][3060/3757] lr: 3.790e-02, eta: 2 days, 0:57:01, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5539, loss_cls: 3.1800, loss: 3.1800, grad_norm: 3.0932 2020-07-26 18:01:05,049 - mmaction - INFO - Epoch [105][3080/3757] lr: 3.790e-02, eta: 2 days, 0:56:48, time: 0.588, data_time: 0.023, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5758, loss_cls: 3.1675, loss: 3.1675, grad_norm: 3.1884 2020-07-26 18:01:17,559 - mmaction - INFO - Epoch [105][3100/3757] lr: 3.790e-02, eta: 2 days, 0:56:35, time: 0.626, data_time: 0.003, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5539, loss_cls: 3.1844, loss: 3.1844, grad_norm: 3.2171 2020-07-26 18:01:28,978 - mmaction - INFO - Epoch [105][3120/3757] lr: 3.790e-02, eta: 2 days, 0:56:22, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5625, loss_cls: 3.2454, loss: 3.2454, grad_norm: 3.1477 2020-07-26 18:01:41,452 - mmaction - INFO - Epoch [105][3140/3757] lr: 3.790e-02, eta: 2 days, 0:56:09, time: 0.623, data_time: 0.003, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5461, loss_cls: 3.2184, loss: 3.2184, grad_norm: 3.1181 2020-07-26 18:01:52,881 - mmaction - INFO - Epoch [105][3160/3757] lr: 3.790e-02, eta: 2 days, 0:55:56, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5492, loss_cls: 3.2255, loss: 3.2255, grad_norm: 3.0621 2020-07-26 18:02:04,328 - mmaction - INFO - Epoch [105][3180/3757] lr: 3.790e-02, eta: 2 days, 0:55:42, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3133, top5_acc: 0.5703, loss_cls: 3.1543, loss: 3.1543, grad_norm: 3.1028 2020-07-26 18:02:15,722 - mmaction - INFO - Epoch [105][3200/3757] lr: 3.790e-02, eta: 2 days, 0:55:29, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5414, loss_cls: 3.2610, loss: 3.2610, grad_norm: 3.2673 2020-07-26 18:02:27,170 - mmaction - INFO - Epoch [105][3220/3757] lr: 3.790e-02, eta: 2 days, 0:55:15, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.3148, top5_acc: 0.5406, loss_cls: 3.1826, loss: 3.1826, grad_norm: 3.0392 2020-07-26 18:02:38,594 - mmaction - INFO - Epoch [105][3240/3757] lr: 3.790e-02, eta: 2 days, 0:55:01, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5563, loss_cls: 3.1781, loss: 3.1781, grad_norm: 3.0954 2020-07-26 18:02:50,163 - mmaction - INFO - Epoch [105][3260/3757] lr: 3.790e-02, eta: 2 days, 0:54:48, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.3469, top5_acc: 0.5609, loss_cls: 3.1466, loss: 3.1466, grad_norm: 3.0476 2020-07-26 18:03:01,702 - mmaction - INFO - Epoch [105][3280/3757] lr: 3.790e-02, eta: 2 days, 0:54:34, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5617, loss_cls: 3.2104, loss: 3.2104, grad_norm: 3.1597 2020-07-26 18:03:13,177 - mmaction - INFO - Epoch [105][3300/3757] lr: 3.790e-02, eta: 2 days, 0:54:21, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5648, loss_cls: 3.2073, loss: 3.2073, grad_norm: 3.1236 2020-07-26 18:03:24,650 - mmaction - INFO - Epoch [105][3320/3757] lr: 3.790e-02, eta: 2 days, 0:54:07, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5641, loss_cls: 3.1730, loss: 3.1730, grad_norm: 3.1478 2020-07-26 18:03:36,189 - mmaction - INFO - Epoch [105][3340/3757] lr: 3.790e-02, eta: 2 days, 0:53:54, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5805, loss_cls: 3.1166, loss: 3.1166, grad_norm: 3.1256 2020-07-26 18:03:47,478 - mmaction - INFO - Epoch [105][3360/3757] lr: 3.790e-02, eta: 2 days, 0:53:40, time: 0.564, data_time: 0.001, memory: 5232, top1_acc: 0.3383, top5_acc: 0.5625, loss_cls: 3.1251, loss: 3.1251, grad_norm: 3.0805 2020-07-26 18:03:58,934 - mmaction - INFO - Epoch [105][3380/3757] lr: 3.790e-02, eta: 2 days, 0:53:26, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5484, loss_cls: 3.1783, loss: 3.1783, grad_norm: 3.1490 2020-07-26 18:04:10,265 - mmaction - INFO - Epoch [105][3400/3757] lr: 3.790e-02, eta: 2 days, 0:53:13, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5547, loss_cls: 3.1366, loss: 3.1366, grad_norm: 3.2137 2020-07-26 18:04:21,683 - mmaction - INFO - Epoch [105][3420/3757] lr: 3.790e-02, eta: 2 days, 0:52:59, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3180, top5_acc: 0.5656, loss_cls: 3.1061, loss: 3.1061, grad_norm: 3.1902 2020-07-26 18:04:33,181 - mmaction - INFO - Epoch [105][3440/3757] lr: 3.790e-02, eta: 2 days, 0:52:46, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3133, top5_acc: 0.5727, loss_cls: 3.1591, loss: 3.1591, grad_norm: 3.1694 2020-07-26 18:04:44,728 - mmaction - INFO - Epoch [105][3460/3757] lr: 3.790e-02, eta: 2 days, 0:52:32, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.3141, top5_acc: 0.5531, loss_cls: 3.1184, loss: 3.1184, grad_norm: 3.2080 2020-07-26 18:04:56,224 - mmaction - INFO - Epoch [105][3480/3757] lr: 3.790e-02, eta: 2 days, 0:52:19, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5586, loss_cls: 3.1971, loss: 3.1971, grad_norm: 3.1206 2020-07-26 18:05:07,638 - mmaction - INFO - Epoch [105][3500/3757] lr: 3.790e-02, eta: 2 days, 0:52:05, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.3367, top5_acc: 0.5602, loss_cls: 3.1449, loss: 3.1449, grad_norm: 3.0301 2020-07-26 18:05:19,097 - mmaction - INFO - Epoch [105][3520/3757] lr: 3.790e-02, eta: 2 days, 0:51:51, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5883, loss_cls: 3.0722, loss: 3.0722, grad_norm: 3.1788 2020-07-26 18:05:30,485 - mmaction - INFO - Epoch [105][3540/3757] lr: 3.790e-02, eta: 2 days, 0:51:38, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5391, loss_cls: 3.2594, loss: 3.2594, grad_norm: 3.1895 2020-07-26 18:05:41,962 - mmaction - INFO - Epoch [105][3560/3757] lr: 3.790e-02, eta: 2 days, 0:51:24, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5586, loss_cls: 3.1886, loss: 3.1886, grad_norm: 3.1776 2020-07-26 18:05:53,296 - mmaction - INFO - Epoch [105][3580/3757] lr: 3.790e-02, eta: 2 days, 0:51:11, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5609, loss_cls: 3.1729, loss: 3.1729, grad_norm: 3.1248 2020-07-26 18:06:05,745 - mmaction - INFO - Epoch [105][3600/3757] lr: 3.790e-02, eta: 2 days, 0:50:58, time: 0.622, data_time: 0.003, memory: 5232, top1_acc: 0.3141, top5_acc: 0.5711, loss_cls: 3.1531, loss: 3.1531, grad_norm: 3.1863 2020-07-26 18:06:22,003 - mmaction - INFO - Epoch [105][3620/3757] lr: 3.790e-02, eta: 2 days, 0:50:50, time: 0.813, data_time: 0.003, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5680, loss_cls: 3.1172, loss: 3.1172, grad_norm: 3.1268 2020-07-26 18:06:33,449 - mmaction - INFO - Epoch [105][3640/3757] lr: 3.790e-02, eta: 2 days, 0:50:36, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3422, top5_acc: 0.5844, loss_cls: 2.9891, loss: 2.9891, grad_norm: 3.1860 2020-07-26 18:06:44,853 - mmaction - INFO - Epoch [105][3660/3757] lr: 3.790e-02, eta: 2 days, 0:50:22, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5672, loss_cls: 3.2026, loss: 3.2026, grad_norm: 3.2820 2020-07-26 18:06:56,302 - mmaction - INFO - Epoch [105][3680/3757] lr: 3.790e-02, eta: 2 days, 0:50:09, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5664, loss_cls: 3.2147, loss: 3.2147, grad_norm: 3.1684 2020-07-26 18:07:07,763 - mmaction - INFO - Epoch [105][3700/3757] lr: 3.790e-02, eta: 2 days, 0:49:55, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3367, top5_acc: 0.5734, loss_cls: 3.1267, loss: 3.1267, grad_norm: 3.2348 2020-07-26 18:07:19,179 - mmaction - INFO - Epoch [105][3720/3757] lr: 3.790e-02, eta: 2 days, 0:49:42, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5375, loss_cls: 3.2908, loss: 3.2908, grad_norm: 3.2468 2020-07-26 18:07:30,641 - mmaction - INFO - Epoch [105][3740/3757] lr: 3.790e-02, eta: 2 days, 0:49:28, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5711, loss_cls: 3.1852, loss: 3.1852, grad_norm: 3.1939 2020-07-26 18:07:48,254 - mmaction - INFO - Saving checkpoint at 105 epochs 2020-07-26 18:11:09,243 - mmaction - INFO - Epoch [106][20/3757] lr: 3.706e-02, eta: 2 days, 0:52:13, time: 9.927, data_time: 9.226, memory: 5232, top1_acc: 0.3375, top5_acc: 0.5961, loss_cls: 3.0201, loss: 3.0201, grad_norm: 3.0772 2020-07-26 18:11:20,547 - mmaction - INFO - Epoch [106][40/3757] lr: 3.706e-02, eta: 2 days, 0:51:59, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5656, loss_cls: 3.0883, loss: 3.0883, grad_norm: 3.1687 2020-07-26 18:11:31,953 - mmaction - INFO - Epoch [106][60/3757] lr: 3.706e-02, eta: 2 days, 0:51:46, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2820, top5_acc: 0.5250, loss_cls: 3.3404, loss: 3.3404, grad_norm: 3.1922 2020-07-26 18:11:43,251 - mmaction - INFO - Epoch [106][80/3757] lr: 3.706e-02, eta: 2 days, 0:51:32, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5687, loss_cls: 3.0951, loss: 3.0951, grad_norm: 3.0774 2020-07-26 18:11:54,619 - mmaction - INFO - Epoch [106][100/3757] lr: 3.706e-02, eta: 2 days, 0:51:18, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5703, loss_cls: 3.1600, loss: 3.1600, grad_norm: 3.2443 2020-07-26 18:12:05,988 - mmaction - INFO - Epoch [106][120/3757] lr: 3.706e-02, eta: 2 days, 0:51:04, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5797, loss_cls: 3.0514, loss: 3.0514, grad_norm: 3.1799 2020-07-26 18:12:17,465 - mmaction - INFO - Epoch [106][140/3757] lr: 3.706e-02, eta: 2 days, 0:50:51, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5680, loss_cls: 3.1422, loss: 3.1422, grad_norm: 3.1703 2020-07-26 18:12:28,840 - mmaction - INFO - Epoch [106][160/3757] lr: 3.706e-02, eta: 2 days, 0:50:37, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3367, top5_acc: 0.5813, loss_cls: 3.1269, loss: 3.1269, grad_norm: 3.1225 2020-07-26 18:12:40,212 - mmaction - INFO - Epoch [106][180/3757] lr: 3.706e-02, eta: 2 days, 0:50:24, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5398, loss_cls: 3.2281, loss: 3.2281, grad_norm: 3.2556 2020-07-26 18:12:51,612 - mmaction - INFO - Epoch [106][200/3757] lr: 3.706e-02, eta: 2 days, 0:50:10, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3250, top5_acc: 0.5797, loss_cls: 3.0426, loss: 3.0426, grad_norm: 3.1403 2020-07-26 18:13:02,938 - mmaction - INFO - Epoch [106][220/3757] lr: 3.706e-02, eta: 2 days, 0:49:56, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5914, loss_cls: 3.1187, loss: 3.1187, grad_norm: 3.1112 2020-07-26 18:13:14,377 - mmaction - INFO - Epoch [106][240/3757] lr: 3.706e-02, eta: 2 days, 0:49:43, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3250, top5_acc: 0.5938, loss_cls: 3.0468, loss: 3.0468, grad_norm: 3.2094 2020-07-26 18:13:25,701 - mmaction - INFO - Epoch [106][260/3757] lr: 3.706e-02, eta: 2 days, 0:49:29, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5797, loss_cls: 3.0746, loss: 3.0746, grad_norm: 3.2037 2020-07-26 18:13:37,003 - mmaction - INFO - Epoch [106][280/3757] lr: 3.706e-02, eta: 2 days, 0:49:15, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3445, top5_acc: 0.5781, loss_cls: 3.0626, loss: 3.0626, grad_norm: 3.2060 2020-07-26 18:13:48,497 - mmaction - INFO - Epoch [106][300/3757] lr: 3.706e-02, eta: 2 days, 0:49:02, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5687, loss_cls: 3.1595, loss: 3.1595, grad_norm: 3.2183 2020-07-26 18:13:59,726 - mmaction - INFO - Epoch [106][320/3757] lr: 3.706e-02, eta: 2 days, 0:48:48, time: 0.562, data_time: 0.003, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5672, loss_cls: 3.1196, loss: 3.1196, grad_norm: 3.1185 2020-07-26 18:14:11,242 - mmaction - INFO - Epoch [106][340/3757] lr: 3.706e-02, eta: 2 days, 0:48:34, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5648, loss_cls: 3.1547, loss: 3.1547, grad_norm: 3.1552 2020-07-26 18:14:22,650 - mmaction - INFO - Epoch [106][360/3757] lr: 3.706e-02, eta: 2 days, 0:48:21, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5445, loss_cls: 3.1938, loss: 3.1938, grad_norm: 3.2117 2020-07-26 18:14:34,447 - mmaction - INFO - Epoch [106][380/3757] lr: 3.706e-02, eta: 2 days, 0:48:07, time: 0.590, data_time: 0.029, memory: 5232, top1_acc: 0.3133, top5_acc: 0.5758, loss_cls: 3.1254, loss: 3.1254, grad_norm: 3.1677 2020-07-26 18:14:45,824 - mmaction - INFO - Epoch [106][400/3757] lr: 3.706e-02, eta: 2 days, 0:47:54, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5453, loss_cls: 3.2729, loss: 3.2729, grad_norm: 3.3027 2020-07-26 18:14:57,223 - mmaction - INFO - Epoch [106][420/3757] lr: 3.706e-02, eta: 2 days, 0:47:40, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5891, loss_cls: 3.0624, loss: 3.0624, grad_norm: 3.1781 2020-07-26 18:15:08,633 - mmaction - INFO - Epoch [106][440/3757] lr: 3.706e-02, eta: 2 days, 0:47:26, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.3180, top5_acc: 0.5563, loss_cls: 3.1928, loss: 3.1928, grad_norm: 3.2938 2020-07-26 18:15:20,014 - mmaction - INFO - Epoch [106][460/3757] lr: 3.706e-02, eta: 2 days, 0:47:13, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5672, loss_cls: 3.1883, loss: 3.1883, grad_norm: 3.2305 2020-07-26 18:15:31,394 - mmaction - INFO - Epoch [106][480/3757] lr: 3.706e-02, eta: 2 days, 0:46:59, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5555, loss_cls: 3.1972, loss: 3.1972, grad_norm: 3.1379 2020-07-26 18:15:42,767 - mmaction - INFO - Epoch [106][500/3757] lr: 3.706e-02, eta: 2 days, 0:46:45, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3539, top5_acc: 0.5813, loss_cls: 3.0709, loss: 3.0709, grad_norm: 3.1113 2020-07-26 18:15:54,564 - mmaction - INFO - Epoch [106][520/3757] lr: 3.706e-02, eta: 2 days, 0:46:32, time: 0.590, data_time: 0.025, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5625, loss_cls: 3.0997, loss: 3.0997, grad_norm: 3.1288 2020-07-26 18:16:05,930 - mmaction - INFO - Epoch [106][540/3757] lr: 3.706e-02, eta: 2 days, 0:46:18, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3133, top5_acc: 0.5773, loss_cls: 3.0617, loss: 3.0617, grad_norm: 3.0970 2020-07-26 18:16:17,354 - mmaction - INFO - Epoch [106][560/3757] lr: 3.706e-02, eta: 2 days, 0:46:05, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3539, top5_acc: 0.5828, loss_cls: 3.0179, loss: 3.0179, grad_norm: 3.1548 2020-07-26 18:16:28,779 - mmaction - INFO - Epoch [106][580/3757] lr: 3.706e-02, eta: 2 days, 0:45:51, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3266, top5_acc: 0.5586, loss_cls: 3.1377, loss: 3.1377, grad_norm: 3.1429 2020-07-26 18:16:40,097 - mmaction - INFO - Epoch [106][600/3757] lr: 3.706e-02, eta: 2 days, 0:45:37, time: 0.566, data_time: 0.004, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5633, loss_cls: 3.0708, loss: 3.0708, grad_norm: 3.1394 2020-07-26 18:16:51,518 - mmaction - INFO - Epoch [106][620/3757] lr: 3.706e-02, eta: 2 days, 0:45:24, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5555, loss_cls: 3.2082, loss: 3.2082, grad_norm: 3.1755 2020-07-26 18:17:02,928 - mmaction - INFO - Epoch [106][640/3757] lr: 3.706e-02, eta: 2 days, 0:45:10, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5359, loss_cls: 3.2554, loss: 3.2554, grad_norm: 3.3033 2020-07-26 18:17:14,549 - mmaction - INFO - Epoch [106][660/3757] lr: 3.706e-02, eta: 2 days, 0:44:57, time: 0.581, data_time: 0.019, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5391, loss_cls: 3.2314, loss: 3.2314, grad_norm: 3.2437 2020-07-26 18:17:25,953 - mmaction - INFO - Epoch [106][680/3757] lr: 3.706e-02, eta: 2 days, 0:44:43, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3141, top5_acc: 0.5625, loss_cls: 3.1947, loss: 3.1947, grad_norm: 3.1705 2020-07-26 18:17:37,322 - mmaction - INFO - Epoch [106][700/3757] lr: 3.706e-02, eta: 2 days, 0:44:29, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5539, loss_cls: 3.1441, loss: 3.1441, grad_norm: 3.1986 2020-07-26 18:17:48,824 - mmaction - INFO - Epoch [106][720/3757] lr: 3.706e-02, eta: 2 days, 0:44:16, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3430, top5_acc: 0.5773, loss_cls: 3.0728, loss: 3.0728, grad_norm: 3.1275 2020-07-26 18:18:00,261 - mmaction - INFO - Epoch [106][740/3757] lr: 3.706e-02, eta: 2 days, 0:44:02, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5680, loss_cls: 3.1147, loss: 3.1147, grad_norm: 3.1265 2020-07-26 18:18:11,580 - mmaction - INFO - Epoch [106][760/3757] lr: 3.706e-02, eta: 2 days, 0:43:49, time: 0.566, data_time: 0.004, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5555, loss_cls: 3.1943, loss: 3.1943, grad_norm: 3.2329 2020-07-26 18:18:23,063 - mmaction - INFO - Epoch [106][780/3757] lr: 3.706e-02, eta: 2 days, 0:43:35, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5719, loss_cls: 3.1389, loss: 3.1389, grad_norm: 3.1149 2020-07-26 18:18:34,503 - mmaction - INFO - Epoch [106][800/3757] lr: 3.706e-02, eta: 2 days, 0:43:21, time: 0.572, data_time: 0.007, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5578, loss_cls: 3.1151, loss: 3.1151, grad_norm: 3.0478 2020-07-26 18:18:45,939 - mmaction - INFO - Epoch [106][820/3757] lr: 3.706e-02, eta: 2 days, 0:43:08, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5680, loss_cls: 3.1782, loss: 3.1782, grad_norm: 3.1783 2020-07-26 18:18:57,216 - mmaction - INFO - Epoch [106][840/3757] lr: 3.706e-02, eta: 2 days, 0:42:54, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5906, loss_cls: 3.0903, loss: 3.0903, grad_norm: 3.1648 2020-07-26 18:19:08,620 - mmaction - INFO - Epoch [106][860/3757] lr: 3.706e-02, eta: 2 days, 0:42:40, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3266, top5_acc: 0.5734, loss_cls: 3.0904, loss: 3.0904, grad_norm: 3.1034 2020-07-26 18:19:20,191 - mmaction - INFO - Epoch [106][880/3757] lr: 3.706e-02, eta: 2 days, 0:42:27, time: 0.578, data_time: 0.013, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5508, loss_cls: 3.1808, loss: 3.1808, grad_norm: 3.1317 2020-07-26 18:19:31,655 - mmaction - INFO - Epoch [106][900/3757] lr: 3.706e-02, eta: 2 days, 0:42:13, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3141, top5_acc: 0.5563, loss_cls: 3.1213, loss: 3.1213, grad_norm: 3.1152 2020-07-26 18:19:42,999 - mmaction - INFO - Epoch [106][920/3757] lr: 3.706e-02, eta: 2 days, 0:42:00, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3148, top5_acc: 0.5719, loss_cls: 3.1144, loss: 3.1144, grad_norm: 3.2201 2020-07-26 18:19:54,426 - mmaction - INFO - Epoch [106][940/3757] lr: 3.706e-02, eta: 2 days, 0:41:46, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5711, loss_cls: 3.1155, loss: 3.1155, grad_norm: 3.2240 2020-07-26 18:20:05,787 - mmaction - INFO - Epoch [106][960/3757] lr: 3.706e-02, eta: 2 days, 0:41:32, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3336, top5_acc: 0.5906, loss_cls: 3.0157, loss: 3.0157, grad_norm: 3.1523 2020-07-26 18:20:17,339 - mmaction - INFO - Epoch [106][980/3757] lr: 3.706e-02, eta: 2 days, 0:41:19, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3375, top5_acc: 0.5914, loss_cls: 3.0276, loss: 3.0276, grad_norm: 3.1958 2020-07-26 18:20:28,759 - mmaction - INFO - Epoch [106][1000/3757] lr: 3.706e-02, eta: 2 days, 0:41:05, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5555, loss_cls: 3.2301, loss: 3.2301, grad_norm: 3.2502 2020-07-26 18:20:40,168 - mmaction - INFO - Epoch [106][1020/3757] lr: 3.706e-02, eta: 2 days, 0:40:52, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.3141, top5_acc: 0.5719, loss_cls: 3.1306, loss: 3.1306, grad_norm: 3.2229 2020-07-26 18:20:51,532 - mmaction - INFO - Epoch [106][1040/3757] lr: 3.706e-02, eta: 2 days, 0:40:38, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3141, top5_acc: 0.5633, loss_cls: 3.1898, loss: 3.1898, grad_norm: 3.2435 2020-07-26 18:21:02,879 - mmaction - INFO - Epoch [106][1060/3757] lr: 3.706e-02, eta: 2 days, 0:40:24, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5539, loss_cls: 3.2041, loss: 3.2041, grad_norm: 3.1271 2020-07-26 18:21:14,290 - mmaction - INFO - Epoch [106][1080/3757] lr: 3.706e-02, eta: 2 days, 0:40:11, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5461, loss_cls: 3.2568, loss: 3.2568, grad_norm: 3.2675 2020-07-26 18:21:25,672 - mmaction - INFO - Epoch [106][1100/3757] lr: 3.706e-02, eta: 2 days, 0:39:57, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5516, loss_cls: 3.1953, loss: 3.1953, grad_norm: 3.2308 2020-07-26 18:21:37,028 - mmaction - INFO - Epoch [106][1120/3757] lr: 3.706e-02, eta: 2 days, 0:39:43, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5641, loss_cls: 3.1817, loss: 3.1817, grad_norm: 3.1914 2020-07-26 18:21:48,508 - mmaction - INFO - Epoch [106][1140/3757] lr: 3.706e-02, eta: 2 days, 0:39:30, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3242, top5_acc: 0.5711, loss_cls: 3.1689, loss: 3.1689, grad_norm: 3.1411 2020-07-26 18:21:59,882 - mmaction - INFO - Epoch [106][1160/3757] lr: 3.706e-02, eta: 2 days, 0:39:16, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5453, loss_cls: 3.2095, loss: 3.2095, grad_norm: 3.2036 2020-07-26 18:22:11,262 - mmaction - INFO - Epoch [106][1180/3757] lr: 3.706e-02, eta: 2 days, 0:39:02, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.3133, top5_acc: 0.5602, loss_cls: 3.1419, loss: 3.1419, grad_norm: 3.1041 2020-07-26 18:22:22,691 - mmaction - INFO - Epoch [106][1200/3757] lr: 3.706e-02, eta: 2 days, 0:38:49, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5234, loss_cls: 3.2750, loss: 3.2750, grad_norm: 3.2037 2020-07-26 18:22:34,055 - mmaction - INFO - Epoch [106][1220/3757] lr: 3.706e-02, eta: 2 days, 0:38:35, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3133, top5_acc: 0.5531, loss_cls: 3.1753, loss: 3.1753, grad_norm: 3.1445 2020-07-26 18:22:45,453 - mmaction - INFO - Epoch [106][1240/3757] lr: 3.706e-02, eta: 2 days, 0:38:22, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5516, loss_cls: 3.1332, loss: 3.1332, grad_norm: 3.1295 2020-07-26 18:22:56,832 - mmaction - INFO - Epoch [106][1260/3757] lr: 3.706e-02, eta: 2 days, 0:38:08, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3430, top5_acc: 0.5914, loss_cls: 3.0431, loss: 3.0431, grad_norm: 3.1800 2020-07-26 18:23:08,324 - mmaction - INFO - Epoch [106][1280/3757] lr: 3.706e-02, eta: 2 days, 0:37:54, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5742, loss_cls: 3.1181, loss: 3.1181, grad_norm: 3.3231 2020-07-26 18:23:19,705 - mmaction - INFO - Epoch [106][1300/3757] lr: 3.706e-02, eta: 2 days, 0:37:41, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5508, loss_cls: 3.2324, loss: 3.2324, grad_norm: 3.2962 2020-07-26 18:23:31,193 - mmaction - INFO - Epoch [106][1320/3757] lr: 3.706e-02, eta: 2 days, 0:37:27, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5437, loss_cls: 3.1808, loss: 3.1808, grad_norm: 3.1361 2020-07-26 18:23:42,534 - mmaction - INFO - Epoch [106][1340/3757] lr: 3.706e-02, eta: 2 days, 0:37:13, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5484, loss_cls: 3.1825, loss: 3.1825, grad_norm: 3.1156 2020-07-26 18:23:53,902 - mmaction - INFO - Epoch [106][1360/3757] lr: 3.706e-02, eta: 2 days, 0:37:00, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3375, top5_acc: 0.5781, loss_cls: 3.0934, loss: 3.0934, grad_norm: 3.0745 2020-07-26 18:24:05,259 - mmaction - INFO - Epoch [106][1380/3757] lr: 3.706e-02, eta: 2 days, 0:36:46, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3258, top5_acc: 0.5664, loss_cls: 3.1297, loss: 3.1297, grad_norm: 3.2073 2020-07-26 18:24:16,620 - mmaction - INFO - Epoch [106][1400/3757] lr: 3.706e-02, eta: 2 days, 0:36:32, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3266, top5_acc: 0.5602, loss_cls: 3.1327, loss: 3.1327, grad_norm: 3.2096 2020-07-26 18:24:28,103 - mmaction - INFO - Epoch [106][1420/3757] lr: 3.706e-02, eta: 2 days, 0:36:19, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5875, loss_cls: 3.1026, loss: 3.1026, grad_norm: 3.2390 2020-07-26 18:24:39,443 - mmaction - INFO - Epoch [106][1440/3757] lr: 3.706e-02, eta: 2 days, 0:36:05, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5648, loss_cls: 3.1352, loss: 3.1352, grad_norm: 3.1895 2020-07-26 18:24:50,899 - mmaction - INFO - Epoch [106][1460/3757] lr: 3.706e-02, eta: 2 days, 0:35:52, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3406, top5_acc: 0.5898, loss_cls: 2.9960, loss: 2.9960, grad_norm: 3.1006 2020-07-26 18:25:02,261 - mmaction - INFO - Epoch [106][1480/3757] lr: 3.706e-02, eta: 2 days, 0:35:38, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5570, loss_cls: 3.2296, loss: 3.2296, grad_norm: 3.2040 2020-07-26 18:25:13,562 - mmaction - INFO - Epoch [106][1500/3757] lr: 3.706e-02, eta: 2 days, 0:35:24, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5781, loss_cls: 3.0902, loss: 3.0902, grad_norm: 3.1168 2020-07-26 18:25:24,963 - mmaction - INFO - Epoch [106][1520/3757] lr: 3.706e-02, eta: 2 days, 0:35:11, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5648, loss_cls: 3.1702, loss: 3.1702, grad_norm: 3.2278 2020-07-26 18:25:36,430 - mmaction - INFO - Epoch [106][1540/3757] lr: 3.706e-02, eta: 2 days, 0:34:57, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5617, loss_cls: 3.1632, loss: 3.1632, grad_norm: 3.1664 2020-07-26 18:25:47,920 - mmaction - INFO - Epoch [106][1560/3757] lr: 3.706e-02, eta: 2 days, 0:34:44, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5687, loss_cls: 3.1720, loss: 3.1720, grad_norm: 3.1923 2020-07-26 18:25:59,453 - mmaction - INFO - Epoch [106][1580/3757] lr: 3.706e-02, eta: 2 days, 0:34:30, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5656, loss_cls: 3.1867, loss: 3.1867, grad_norm: 3.2057 2020-07-26 18:26:10,860 - mmaction - INFO - Epoch [106][1600/3757] lr: 3.706e-02, eta: 2 days, 0:34:16, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.3250, top5_acc: 0.5570, loss_cls: 3.1956, loss: 3.1956, grad_norm: 3.1426 2020-07-26 18:26:22,355 - mmaction - INFO - Epoch [106][1620/3757] lr: 3.706e-02, eta: 2 days, 0:34:03, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5539, loss_cls: 3.1645, loss: 3.1645, grad_norm: 3.1223 2020-07-26 18:26:33,643 - mmaction - INFO - Epoch [106][1640/3757] lr: 3.706e-02, eta: 2 days, 0:33:49, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5641, loss_cls: 3.1564, loss: 3.1564, grad_norm: 3.1042 2020-07-26 18:26:44,997 - mmaction - INFO - Epoch [106][1660/3757] lr: 3.706e-02, eta: 2 days, 0:33:36, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5641, loss_cls: 3.1641, loss: 3.1641, grad_norm: 3.0403 2020-07-26 18:26:56,476 - mmaction - INFO - Epoch [106][1680/3757] lr: 3.706e-02, eta: 2 days, 0:33:22, time: 0.574, data_time: 0.011, memory: 5232, top1_acc: 0.3148, top5_acc: 0.5578, loss_cls: 3.1716, loss: 3.1716, grad_norm: 3.0945 2020-07-26 18:27:07,922 - mmaction - INFO - Epoch [106][1700/3757] lr: 3.706e-02, eta: 2 days, 0:33:08, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2836, top5_acc: 0.5648, loss_cls: 3.1780, loss: 3.1780, grad_norm: 3.2468 2020-07-26 18:27:19,370 - mmaction - INFO - Epoch [106][1720/3757] lr: 3.706e-02, eta: 2 days, 0:32:55, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3203, top5_acc: 0.5453, loss_cls: 3.2076, loss: 3.2076, grad_norm: 3.1216 2020-07-26 18:27:30,824 - mmaction - INFO - Epoch [106][1740/3757] lr: 3.706e-02, eta: 2 days, 0:32:41, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5750, loss_cls: 3.1903, loss: 3.1903, grad_norm: 3.1066 2020-07-26 18:27:42,326 - mmaction - INFO - Epoch [106][1760/3757] lr: 3.706e-02, eta: 2 days, 0:32:28, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5727, loss_cls: 3.1219, loss: 3.1219, grad_norm: 3.2347 2020-07-26 18:27:53,846 - mmaction - INFO - Epoch [106][1780/3757] lr: 3.706e-02, eta: 2 days, 0:32:14, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5703, loss_cls: 3.1169, loss: 3.1169, grad_norm: 3.1230 2020-07-26 18:28:05,319 - mmaction - INFO - Epoch [106][1800/3757] lr: 3.706e-02, eta: 2 days, 0:32:01, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5719, loss_cls: 3.0956, loss: 3.0956, grad_norm: 3.1030 2020-07-26 18:28:16,728 - mmaction - INFO - Epoch [106][1820/3757] lr: 3.706e-02, eta: 2 days, 0:31:47, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.3484, top5_acc: 0.5656, loss_cls: 3.1554, loss: 3.1554, grad_norm: 3.1267 2020-07-26 18:28:28,088 - mmaction - INFO - Epoch [106][1840/3757] lr: 3.706e-02, eta: 2 days, 0:31:33, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5383, loss_cls: 3.2150, loss: 3.2150, grad_norm: 3.1958 2020-07-26 18:28:39,444 - mmaction - INFO - Epoch [106][1860/3757] lr: 3.706e-02, eta: 2 days, 0:31:20, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5750, loss_cls: 3.1621, loss: 3.1621, grad_norm: 3.1640 2020-07-26 18:28:51,257 - mmaction - INFO - Epoch [106][1880/3757] lr: 3.706e-02, eta: 2 days, 0:31:07, time: 0.591, data_time: 0.027, memory: 5232, top1_acc: 0.3203, top5_acc: 0.5742, loss_cls: 3.1278, loss: 3.1278, grad_norm: 3.1409 2020-07-26 18:29:02,587 - mmaction - INFO - Epoch [106][1900/3757] lr: 3.706e-02, eta: 2 days, 0:30:53, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5641, loss_cls: 3.1404, loss: 3.1404, grad_norm: 3.1293 2020-07-26 18:29:14,052 - mmaction - INFO - Epoch [106][1920/3757] lr: 3.706e-02, eta: 2 days, 0:30:39, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5766, loss_cls: 3.1105, loss: 3.1105, grad_norm: 3.2700 2020-07-26 18:29:25,448 - mmaction - INFO - Epoch [106][1940/3757] lr: 3.706e-02, eta: 2 days, 0:30:26, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5531, loss_cls: 3.2199, loss: 3.2199, grad_norm: 3.2090 2020-07-26 18:29:36,869 - mmaction - INFO - Epoch [106][1960/3757] lr: 3.706e-02, eta: 2 days, 0:30:12, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3180, top5_acc: 0.5750, loss_cls: 3.1218, loss: 3.1218, grad_norm: 3.1554 2020-07-26 18:29:48,333 - mmaction - INFO - Epoch [106][1980/3757] lr: 3.706e-02, eta: 2 days, 0:29:59, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3383, top5_acc: 0.5750, loss_cls: 3.0771, loss: 3.0771, grad_norm: 3.0314 2020-07-26 18:29:59,698 - mmaction - INFO - Epoch [106][2000/3757] lr: 3.706e-02, eta: 2 days, 0:29:45, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5703, loss_cls: 3.1906, loss: 3.1906, grad_norm: 3.1642 2020-07-26 18:30:11,138 - mmaction - INFO - Epoch [106][2020/3757] lr: 3.706e-02, eta: 2 days, 0:29:31, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5789, loss_cls: 3.1517, loss: 3.1517, grad_norm: 3.0746 2020-07-26 18:30:22,635 - mmaction - INFO - Epoch [106][2040/3757] lr: 3.706e-02, eta: 2 days, 0:29:18, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3289, top5_acc: 0.6031, loss_cls: 3.0546, loss: 3.0546, grad_norm: 3.2519 2020-07-26 18:30:34,448 - mmaction - INFO - Epoch [106][2060/3757] lr: 3.706e-02, eta: 2 days, 0:29:05, time: 0.590, data_time: 0.025, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5469, loss_cls: 3.2402, loss: 3.2402, grad_norm: 3.2774 2020-07-26 18:30:46,197 - mmaction - INFO - Epoch [106][2080/3757] lr: 3.706e-02, eta: 2 days, 0:28:51, time: 0.588, data_time: 0.021, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5531, loss_cls: 3.2458, loss: 3.2458, grad_norm: 3.2201 2020-07-26 18:30:58,067 - mmaction - INFO - Epoch [106][2100/3757] lr: 3.706e-02, eta: 2 days, 0:28:38, time: 0.593, data_time: 0.023, memory: 5232, top1_acc: 0.3438, top5_acc: 0.5813, loss_cls: 3.0440, loss: 3.0440, grad_norm: 3.0155 2020-07-26 18:31:09,842 - mmaction - INFO - Epoch [106][2120/3757] lr: 3.706e-02, eta: 2 days, 0:28:25, time: 0.589, data_time: 0.022, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5430, loss_cls: 3.2406, loss: 3.2406, grad_norm: 3.1568 2020-07-26 18:31:21,655 - mmaction - INFO - Epoch [106][2140/3757] lr: 3.706e-02, eta: 2 days, 0:28:12, time: 0.591, data_time: 0.025, memory: 5232, top1_acc: 0.3281, top5_acc: 0.5734, loss_cls: 3.0671, loss: 3.0671, grad_norm: 3.1647 2020-07-26 18:31:33,317 - mmaction - INFO - Epoch [106][2160/3757] lr: 3.706e-02, eta: 2 days, 0:27:58, time: 0.583, data_time: 0.021, memory: 5232, top1_acc: 0.3242, top5_acc: 0.5766, loss_cls: 3.0704, loss: 3.0704, grad_norm: 3.1529 2020-07-26 18:31:44,811 - mmaction - INFO - Epoch [106][2180/3757] lr: 3.706e-02, eta: 2 days, 0:27:45, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5492, loss_cls: 3.2448, loss: 3.2448, grad_norm: 3.2081 2020-07-26 18:31:56,198 - mmaction - INFO - Epoch [106][2200/3757] lr: 3.706e-02, eta: 2 days, 0:27:31, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3477, top5_acc: 0.5898, loss_cls: 2.9993, loss: 2.9993, grad_norm: 3.1041 2020-07-26 18:32:07,602 - mmaction - INFO - Epoch [106][2220/3757] lr: 3.706e-02, eta: 2 days, 0:27:18, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5781, loss_cls: 3.0787, loss: 3.0787, grad_norm: 3.1833 2020-07-26 18:32:19,019 - mmaction - INFO - Epoch [106][2240/3757] lr: 3.706e-02, eta: 2 days, 0:27:04, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5672, loss_cls: 3.1434, loss: 3.1434, grad_norm: 3.1978 2020-07-26 18:32:30,435 - mmaction - INFO - Epoch [106][2260/3757] lr: 3.706e-02, eta: 2 days, 0:26:50, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5422, loss_cls: 3.2470, loss: 3.2470, grad_norm: 3.1364 2020-07-26 18:32:41,848 - mmaction - INFO - Epoch [106][2280/3757] lr: 3.706e-02, eta: 2 days, 0:26:37, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3203, top5_acc: 0.5617, loss_cls: 3.1624, loss: 3.1624, grad_norm: 3.1462 2020-07-26 18:32:53,330 - mmaction - INFO - Epoch [106][2300/3757] lr: 3.706e-02, eta: 2 days, 0:26:23, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3422, top5_acc: 0.5781, loss_cls: 3.0986, loss: 3.0986, grad_norm: 3.1870 2020-07-26 18:33:04,806 - mmaction - INFO - Epoch [106][2320/3757] lr: 3.706e-02, eta: 2 days, 0:26:10, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5641, loss_cls: 3.1232, loss: 3.1232, grad_norm: 3.1923 2020-07-26 18:33:16,202 - mmaction - INFO - Epoch [106][2340/3757] lr: 3.706e-02, eta: 2 days, 0:25:56, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3141, top5_acc: 0.5859, loss_cls: 3.1006, loss: 3.1006, grad_norm: 3.1925 2020-07-26 18:33:27,738 - mmaction - INFO - Epoch [106][2360/3757] lr: 3.706e-02, eta: 2 days, 0:25:43, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5617, loss_cls: 3.1688, loss: 3.1688, grad_norm: 3.1998 2020-07-26 18:33:39,722 - mmaction - INFO - Epoch [106][2380/3757] lr: 3.706e-02, eta: 2 days, 0:25:30, time: 0.599, data_time: 0.034, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5609, loss_cls: 3.1809, loss: 3.1809, grad_norm: 3.2509 2020-07-26 18:33:51,249 - mmaction - INFO - Epoch [106][2400/3757] lr: 3.706e-02, eta: 2 days, 0:25:16, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5531, loss_cls: 3.1965, loss: 3.1965, grad_norm: 3.1830 2020-07-26 18:34:02,663 - mmaction - INFO - Epoch [106][2420/3757] lr: 3.706e-02, eta: 2 days, 0:25:03, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5625, loss_cls: 3.1182, loss: 3.1182, grad_norm: 3.1026 2020-07-26 18:34:14,175 - mmaction - INFO - Epoch [106][2440/3757] lr: 3.706e-02, eta: 2 days, 0:24:49, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5461, loss_cls: 3.1720, loss: 3.1720, grad_norm: 3.0900 2020-07-26 18:34:25,675 - mmaction - INFO - Epoch [106][2460/3757] lr: 3.706e-02, eta: 2 days, 0:24:36, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5648, loss_cls: 3.1389, loss: 3.1389, grad_norm: 3.1121 2020-07-26 18:34:37,091 - mmaction - INFO - Epoch [106][2480/3757] lr: 3.706e-02, eta: 2 days, 0:24:22, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.3250, top5_acc: 0.5820, loss_cls: 3.0825, loss: 3.0825, grad_norm: 3.1381 2020-07-26 18:34:48,454 - mmaction - INFO - Epoch [106][2500/3757] lr: 3.706e-02, eta: 2 days, 0:24:08, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5867, loss_cls: 3.0983, loss: 3.0983, grad_norm: 3.1361 2020-07-26 18:34:59,915 - mmaction - INFO - Epoch [106][2520/3757] lr: 3.706e-02, eta: 2 days, 0:23:55, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5766, loss_cls: 3.0453, loss: 3.0453, grad_norm: 3.2122 2020-07-26 18:35:11,307 - mmaction - INFO - Epoch [106][2540/3757] lr: 3.706e-02, eta: 2 days, 0:23:41, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5617, loss_cls: 3.1721, loss: 3.1721, grad_norm: 3.2402 2020-07-26 18:35:22,701 - mmaction - INFO - Epoch [106][2560/3757] lr: 3.706e-02, eta: 2 days, 0:23:28, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5602, loss_cls: 3.1486, loss: 3.1486, grad_norm: 3.1485 2020-07-26 18:35:34,382 - mmaction - INFO - Epoch [106][2580/3757] lr: 3.706e-02, eta: 2 days, 0:23:14, time: 0.584, data_time: 0.021, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5602, loss_cls: 3.1522, loss: 3.1522, grad_norm: 3.1576 2020-07-26 18:35:45,798 - mmaction - INFO - Epoch [106][2600/3757] lr: 3.706e-02, eta: 2 days, 0:23:01, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3406, top5_acc: 0.5773, loss_cls: 3.1263, loss: 3.1263, grad_norm: 3.1606 2020-07-26 18:35:57,166 - mmaction - INFO - Epoch [106][2620/3757] lr: 3.706e-02, eta: 2 days, 0:22:47, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5555, loss_cls: 3.2496, loss: 3.2496, grad_norm: 3.1693 2020-07-26 18:36:08,591 - mmaction - INFO - Epoch [106][2640/3757] lr: 3.706e-02, eta: 2 days, 0:22:33, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5500, loss_cls: 3.2577, loss: 3.2577, grad_norm: 3.2079 2020-07-26 18:36:20,048 - mmaction - INFO - Epoch [106][2660/3757] lr: 3.706e-02, eta: 2 days, 0:22:20, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5531, loss_cls: 3.1806, loss: 3.1806, grad_norm: 3.2067 2020-07-26 18:36:31,479 - mmaction - INFO - Epoch [106][2680/3757] lr: 3.706e-02, eta: 2 days, 0:22:06, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5414, loss_cls: 3.2117, loss: 3.2117, grad_norm: 3.2299 2020-07-26 18:36:42,873 - mmaction - INFO - Epoch [106][2700/3757] lr: 3.706e-02, eta: 2 days, 0:21:53, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3242, top5_acc: 0.5797, loss_cls: 3.0940, loss: 3.0940, grad_norm: 3.2293 2020-07-26 18:36:54,208 - mmaction - INFO - Epoch [106][2720/3757] lr: 3.706e-02, eta: 2 days, 0:21:39, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5547, loss_cls: 3.2519, loss: 3.2519, grad_norm: 3.2328 2020-07-26 18:37:05,610 - mmaction - INFO - Epoch [106][2740/3757] lr: 3.706e-02, eta: 2 days, 0:21:25, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5891, loss_cls: 3.0751, loss: 3.0751, grad_norm: 3.1191 2020-07-26 18:37:17,165 - mmaction - INFO - Epoch [106][2760/3757] lr: 3.706e-02, eta: 2 days, 0:21:12, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5734, loss_cls: 3.1563, loss: 3.1563, grad_norm: 3.2115 2020-07-26 18:37:28,983 - mmaction - INFO - Epoch [106][2780/3757] lr: 3.706e-02, eta: 2 days, 0:20:59, time: 0.591, data_time: 0.027, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5367, loss_cls: 3.1799, loss: 3.1799, grad_norm: 3.1541 2020-07-26 18:37:40,409 - mmaction - INFO - Epoch [106][2800/3757] lr: 3.706e-02, eta: 2 days, 0:20:45, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5641, loss_cls: 3.1697, loss: 3.1697, grad_norm: 3.1463 2020-07-26 18:37:51,815 - mmaction - INFO - Epoch [106][2820/3757] lr: 3.706e-02, eta: 2 days, 0:20:32, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.3203, top5_acc: 0.5687, loss_cls: 3.1337, loss: 3.1337, grad_norm: 3.2297 2020-07-26 18:38:03,174 - mmaction - INFO - Epoch [106][2840/3757] lr: 3.706e-02, eta: 2 days, 0:20:18, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5586, loss_cls: 3.1836, loss: 3.1836, grad_norm: 3.2185 2020-07-26 18:38:14,694 - mmaction - INFO - Epoch [106][2860/3757] lr: 3.706e-02, eta: 2 days, 0:20:04, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5625, loss_cls: 3.2064, loss: 3.2064, grad_norm: 3.1924 2020-07-26 18:38:26,100 - mmaction - INFO - Epoch [106][2880/3757] lr: 3.706e-02, eta: 2 days, 0:19:51, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5430, loss_cls: 3.2537, loss: 3.2537, grad_norm: 3.1753 2020-07-26 18:38:37,465 - mmaction - INFO - Epoch [106][2900/3757] lr: 3.706e-02, eta: 2 days, 0:19:37, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5281, loss_cls: 3.2625, loss: 3.2625, grad_norm: 3.1830 2020-07-26 18:38:48,953 - mmaction - INFO - Epoch [106][2920/3757] lr: 3.706e-02, eta: 2 days, 0:19:24, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.3328, top5_acc: 0.5602, loss_cls: 3.1286, loss: 3.1286, grad_norm: 3.2024 2020-07-26 18:39:00,398 - mmaction - INFO - Epoch [106][2940/3757] lr: 3.706e-02, eta: 2 days, 0:19:10, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3258, top5_acc: 0.5594, loss_cls: 3.1389, loss: 3.1389, grad_norm: 3.1458 2020-07-26 18:39:11,800 - mmaction - INFO - Epoch [106][2960/3757] lr: 3.706e-02, eta: 2 days, 0:18:57, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3344, top5_acc: 0.5531, loss_cls: 3.1337, loss: 3.1337, grad_norm: 3.0893 2020-07-26 18:39:23,161 - mmaction - INFO - Epoch [106][2980/3757] lr: 3.706e-02, eta: 2 days, 0:18:43, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5773, loss_cls: 3.1926, loss: 3.1926, grad_norm: 3.1532 2020-07-26 18:39:34,622 - mmaction - INFO - Epoch [106][3000/3757] lr: 3.706e-02, eta: 2 days, 0:18:29, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5727, loss_cls: 3.0934, loss: 3.0934, grad_norm: 3.0982 2020-07-26 18:39:46,068 - mmaction - INFO - Epoch [106][3020/3757] lr: 3.706e-02, eta: 2 days, 0:18:16, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5344, loss_cls: 3.2746, loss: 3.2746, grad_norm: 3.3025 2020-07-26 18:39:57,497 - mmaction - INFO - Epoch [106][3040/3757] lr: 3.706e-02, eta: 2 days, 0:18:02, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5594, loss_cls: 3.1256, loss: 3.1256, grad_norm: 3.1874 2020-07-26 18:40:09,013 - mmaction - INFO - Epoch [106][3060/3757] lr: 3.706e-02, eta: 2 days, 0:17:49, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5656, loss_cls: 3.1545, loss: 3.1545, grad_norm: 3.2098 2020-07-26 18:40:20,581 - mmaction - INFO - Epoch [106][3080/3757] lr: 3.706e-02, eta: 2 days, 0:17:35, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.3375, top5_acc: 0.5641, loss_cls: 3.0822, loss: 3.0822, grad_norm: 3.1461 2020-07-26 18:40:31,929 - mmaction - INFO - Epoch [106][3100/3757] lr: 3.706e-02, eta: 2 days, 0:17:22, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3133, top5_acc: 0.5523, loss_cls: 3.2345, loss: 3.2345, grad_norm: 3.2110 2020-07-26 18:40:43,430 - mmaction - INFO - Epoch [106][3120/3757] lr: 3.706e-02, eta: 2 days, 0:17:08, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5852, loss_cls: 3.1034, loss: 3.1034, grad_norm: 3.1249 2020-07-26 18:40:54,892 - mmaction - INFO - Epoch [106][3140/3757] lr: 3.706e-02, eta: 2 days, 0:16:55, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3180, top5_acc: 0.5789, loss_cls: 3.1194, loss: 3.1194, grad_norm: 3.1052 2020-07-26 18:41:06,358 - mmaction - INFO - Epoch [106][3160/3757] lr: 3.706e-02, eta: 2 days, 0:16:41, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5594, loss_cls: 3.1818, loss: 3.1818, grad_norm: 3.0979 2020-07-26 18:41:17,803 - mmaction - INFO - Epoch [106][3180/3757] lr: 3.706e-02, eta: 2 days, 0:16:28, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5656, loss_cls: 3.1703, loss: 3.1703, grad_norm: 3.1450 2020-07-26 18:41:29,280 - mmaction - INFO - Epoch [106][3200/3757] lr: 3.706e-02, eta: 2 days, 0:16:14, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5359, loss_cls: 3.2683, loss: 3.2683, grad_norm: 3.1734 2020-07-26 18:41:40,721 - mmaction - INFO - Epoch [106][3220/3757] lr: 3.706e-02, eta: 2 days, 0:16:00, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3328, top5_acc: 0.5805, loss_cls: 3.0886, loss: 3.0886, grad_norm: 3.0443 2020-07-26 18:41:52,283 - mmaction - INFO - Epoch [106][3240/3757] lr: 3.706e-02, eta: 2 days, 0:15:47, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3398, top5_acc: 0.5828, loss_cls: 3.0629, loss: 3.0629, grad_norm: 3.1470 2020-07-26 18:42:03,685 - mmaction - INFO - Epoch [106][3260/3757] lr: 3.706e-02, eta: 2 days, 0:15:33, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5578, loss_cls: 3.2068, loss: 3.2068, grad_norm: 3.1319 2020-07-26 18:42:15,150 - mmaction - INFO - Epoch [106][3280/3757] lr: 3.706e-02, eta: 2 days, 0:15:20, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5781, loss_cls: 3.1726, loss: 3.1726, grad_norm: 3.0861 2020-07-26 18:42:26,572 - mmaction - INFO - Epoch [106][3300/3757] lr: 3.706e-02, eta: 2 days, 0:15:06, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5336, loss_cls: 3.2918, loss: 3.2918, grad_norm: 3.2285 2020-07-26 18:42:37,983 - mmaction - INFO - Epoch [106][3320/3757] lr: 3.706e-02, eta: 2 days, 0:14:53, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2734, top5_acc: 0.5250, loss_cls: 3.3551, loss: 3.3551, grad_norm: 3.1224 2020-07-26 18:42:49,339 - mmaction - INFO - Epoch [106][3340/3757] lr: 3.706e-02, eta: 2 days, 0:14:39, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5461, loss_cls: 3.2330, loss: 3.2330, grad_norm: 3.0424 2020-07-26 18:43:00,763 - mmaction - INFO - Epoch [106][3360/3757] lr: 3.706e-02, eta: 2 days, 0:14:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3438, top5_acc: 0.5930, loss_cls: 3.0332, loss: 3.0332, grad_norm: 3.1371 2020-07-26 18:43:12,203 - mmaction - INFO - Epoch [106][3380/3757] lr: 3.706e-02, eta: 2 days, 0:14:12, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5609, loss_cls: 3.2365, loss: 3.2365, grad_norm: 3.2010 2020-07-26 18:43:23,687 - mmaction - INFO - Epoch [106][3400/3757] lr: 3.706e-02, eta: 2 days, 0:13:58, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5508, loss_cls: 3.1959, loss: 3.1959, grad_norm: 3.1985 2020-07-26 18:43:35,223 - mmaction - INFO - Epoch [106][3420/3757] lr: 3.706e-02, eta: 2 days, 0:13:45, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5586, loss_cls: 3.1504, loss: 3.1504, grad_norm: 3.1505 2020-07-26 18:43:46,687 - mmaction - INFO - Epoch [106][3440/3757] lr: 3.706e-02, eta: 2 days, 0:13:31, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5523, loss_cls: 3.2096, loss: 3.2096, grad_norm: 3.1432 2020-07-26 18:43:58,065 - mmaction - INFO - Epoch [106][3460/3757] lr: 3.706e-02, eta: 2 days, 0:13:18, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5719, loss_cls: 3.1638, loss: 3.1638, grad_norm: 3.1034 2020-07-26 18:44:09,449 - mmaction - INFO - Epoch [106][3480/3757] lr: 3.706e-02, eta: 2 days, 0:13:04, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3242, top5_acc: 0.5398, loss_cls: 3.2224, loss: 3.2224, grad_norm: 3.0594 2020-07-26 18:44:20,918 - mmaction - INFO - Epoch [106][3500/3757] lr: 3.706e-02, eta: 2 days, 0:12:51, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3375, top5_acc: 0.5609, loss_cls: 3.1667, loss: 3.1667, grad_norm: 3.1342 2020-07-26 18:44:32,143 - mmaction - INFO - Epoch [106][3520/3757] lr: 3.706e-02, eta: 2 days, 0:12:37, time: 0.561, data_time: 0.003, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5500, loss_cls: 3.1573, loss: 3.1573, grad_norm: 3.1378 2020-07-26 18:44:43,634 - mmaction - INFO - Epoch [106][3540/3757] lr: 3.706e-02, eta: 2 days, 0:12:23, time: 0.574, data_time: 0.009, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5672, loss_cls: 3.1482, loss: 3.1482, grad_norm: 3.1702 2020-07-26 18:44:55,219 - mmaction - INFO - Epoch [106][3560/3757] lr: 3.706e-02, eta: 2 days, 0:12:10, time: 0.579, data_time: 0.004, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5867, loss_cls: 3.0992, loss: 3.0992, grad_norm: 3.2100 2020-07-26 18:45:06,592 - mmaction - INFO - Epoch [106][3580/3757] lr: 3.706e-02, eta: 2 days, 0:11:56, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5648, loss_cls: 3.1505, loss: 3.1505, grad_norm: 3.1398 2020-07-26 18:45:17,994 - mmaction - INFO - Epoch [106][3600/3757] lr: 3.706e-02, eta: 2 days, 0:11:43, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5617, loss_cls: 3.2063, loss: 3.2063, grad_norm: 3.2567 2020-07-26 18:45:29,359 - mmaction - INFO - Epoch [106][3620/3757] lr: 3.706e-02, eta: 2 days, 0:11:29, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5414, loss_cls: 3.2923, loss: 3.2923, grad_norm: 3.0903 2020-07-26 18:45:40,873 - mmaction - INFO - Epoch [106][3640/3757] lr: 3.706e-02, eta: 2 days, 0:11:16, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5781, loss_cls: 3.1120, loss: 3.1120, grad_norm: 3.0901 2020-07-26 18:45:52,305 - mmaction - INFO - Epoch [106][3660/3757] lr: 3.706e-02, eta: 2 days, 0:11:02, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3359, top5_acc: 0.5797, loss_cls: 3.0989, loss: 3.0989, grad_norm: 3.1995 2020-07-26 18:46:03,828 - mmaction - INFO - Epoch [106][3680/3757] lr: 3.706e-02, eta: 2 days, 0:10:49, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3141, top5_acc: 0.5508, loss_cls: 3.1742, loss: 3.1742, grad_norm: 3.2072 2020-07-26 18:46:15,224 - mmaction - INFO - Epoch [106][3700/3757] lr: 3.706e-02, eta: 2 days, 0:10:35, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5703, loss_cls: 3.0921, loss: 3.0921, grad_norm: 3.1439 2020-07-26 18:46:26,682 - mmaction - INFO - Epoch [106][3720/3757] lr: 3.706e-02, eta: 2 days, 0:10:21, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2789, top5_acc: 0.5320, loss_cls: 3.3061, loss: 3.3061, grad_norm: 3.2591 2020-07-26 18:46:38,057 - mmaction - INFO - Epoch [106][3740/3757] lr: 3.706e-02, eta: 2 days, 0:10:08, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5508, loss_cls: 3.1964, loss: 3.1964, grad_norm: 3.1314 2020-07-26 18:50:00,450 - mmaction - INFO - Epoch [107][20/3757] lr: 3.622e-02, eta: 2 days, 0:12:35, time: 9.338, data_time: 8.640, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5672, loss_cls: 3.1554, loss: 3.1554, grad_norm: 3.1429 2020-07-26 18:50:11,959 - mmaction - INFO - Epoch [107][40/3757] lr: 3.622e-02, eta: 2 days, 0:12:22, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5617, loss_cls: 3.2010, loss: 3.2010, grad_norm: 3.0827 2020-07-26 18:50:23,363 - mmaction - INFO - Epoch [107][60/3757] lr: 3.622e-02, eta: 2 days, 0:12:08, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5570, loss_cls: 3.1058, loss: 3.1058, grad_norm: 3.0624 2020-07-26 18:50:34,744 - mmaction - INFO - Epoch [107][80/3757] lr: 3.622e-02, eta: 2 days, 0:11:55, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5875, loss_cls: 3.0821, loss: 3.0821, grad_norm: 3.1124 2020-07-26 18:50:46,167 - mmaction - INFO - Epoch [107][100/3757] lr: 3.622e-02, eta: 2 days, 0:11:41, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3281, top5_acc: 0.5781, loss_cls: 3.0594, loss: 3.0594, grad_norm: 3.0770 2020-07-26 18:50:57,516 - mmaction - INFO - Epoch [107][120/3757] lr: 3.622e-02, eta: 2 days, 0:11:27, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5539, loss_cls: 3.2304, loss: 3.2304, grad_norm: 3.1267 2020-07-26 18:51:08,787 - mmaction - INFO - Epoch [107][140/3757] lr: 3.622e-02, eta: 2 days, 0:11:14, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5711, loss_cls: 3.1223, loss: 3.1223, grad_norm: 3.0813 2020-07-26 18:51:20,294 - mmaction - INFO - Epoch [107][160/3757] lr: 3.622e-02, eta: 2 days, 0:11:00, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5750, loss_cls: 3.1648, loss: 3.1648, grad_norm: 3.1322 2020-07-26 18:51:31,677 - mmaction - INFO - Epoch [107][180/3757] lr: 3.622e-02, eta: 2 days, 0:10:46, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3180, top5_acc: 0.5758, loss_cls: 3.1176, loss: 3.1176, grad_norm: 3.2476 2020-07-26 18:51:43,293 - mmaction - INFO - Epoch [107][200/3757] lr: 3.622e-02, eta: 2 days, 0:10:33, time: 0.580, data_time: 0.003, memory: 5232, top1_acc: 0.3141, top5_acc: 0.5680, loss_cls: 3.1344, loss: 3.1344, grad_norm: 3.1380 2020-07-26 18:51:54,589 - mmaction - INFO - Epoch [107][220/3757] lr: 3.622e-02, eta: 2 days, 0:10:19, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5711, loss_cls: 3.1549, loss: 3.1549, grad_norm: 3.2005 2020-07-26 18:52:06,032 - mmaction - INFO - Epoch [107][240/3757] lr: 3.622e-02, eta: 2 days, 0:10:06, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3359, top5_acc: 0.5781, loss_cls: 3.0471, loss: 3.0471, grad_norm: 3.1513 2020-07-26 18:52:17,544 - mmaction - INFO - Epoch [107][260/3757] lr: 3.622e-02, eta: 2 days, 0:09:52, time: 0.576, data_time: 0.002, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5648, loss_cls: 3.1291, loss: 3.1291, grad_norm: 3.2363 2020-07-26 18:52:28,928 - mmaction - INFO - Epoch [107][280/3757] lr: 3.622e-02, eta: 2 days, 0:09:39, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5602, loss_cls: 3.1637, loss: 3.1637, grad_norm: 3.2088 2020-07-26 18:52:40,364 - mmaction - INFO - Epoch [107][300/3757] lr: 3.622e-02, eta: 2 days, 0:09:25, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5641, loss_cls: 3.1438, loss: 3.1438, grad_norm: 3.2396 2020-07-26 18:52:51,788 - mmaction - INFO - Epoch [107][320/3757] lr: 3.622e-02, eta: 2 days, 0:09:12, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3203, top5_acc: 0.5758, loss_cls: 3.1532, loss: 3.1532, grad_norm: 3.2451 2020-07-26 18:53:03,151 - mmaction - INFO - Epoch [107][340/3757] lr: 3.622e-02, eta: 2 days, 0:08:58, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3180, top5_acc: 0.5773, loss_cls: 3.1351, loss: 3.1351, grad_norm: 3.2379 2020-07-26 18:53:14,553 - mmaction - INFO - Epoch [107][360/3757] lr: 3.622e-02, eta: 2 days, 0:08:44, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3266, top5_acc: 0.5773, loss_cls: 3.0876, loss: 3.0876, grad_norm: 3.0963 2020-07-26 18:53:25,901 - mmaction - INFO - Epoch [107][380/3757] lr: 3.622e-02, eta: 2 days, 0:08:31, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3375, top5_acc: 0.5953, loss_cls: 3.0541, loss: 3.0541, grad_norm: 3.0659 2020-07-26 18:53:37,398 - mmaction - INFO - Epoch [107][400/3757] lr: 3.622e-02, eta: 2 days, 0:08:17, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5750, loss_cls: 3.1534, loss: 3.1534, grad_norm: 3.2578 2020-07-26 18:53:48,878 - mmaction - INFO - Epoch [107][420/3757] lr: 3.622e-02, eta: 2 days, 0:08:04, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5617, loss_cls: 3.1006, loss: 3.1006, grad_norm: 3.0990 2020-07-26 18:54:00,578 - mmaction - INFO - Epoch [107][440/3757] lr: 3.622e-02, eta: 2 days, 0:07:50, time: 0.585, data_time: 0.022, memory: 5232, top1_acc: 0.3305, top5_acc: 0.5687, loss_cls: 3.1095, loss: 3.1095, grad_norm: 3.1664 2020-07-26 18:54:12,033 - mmaction - INFO - Epoch [107][460/3757] lr: 3.622e-02, eta: 2 days, 0:07:37, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5820, loss_cls: 3.1339, loss: 3.1339, grad_norm: 3.1222 2020-07-26 18:54:23,540 - mmaction - INFO - Epoch [107][480/3757] lr: 3.622e-02, eta: 2 days, 0:07:23, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3148, top5_acc: 0.5773, loss_cls: 3.0888, loss: 3.0888, grad_norm: 3.1611 2020-07-26 18:54:34,934 - mmaction - INFO - Epoch [107][500/3757] lr: 3.622e-02, eta: 2 days, 0:07:10, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3414, top5_acc: 0.5734, loss_cls: 3.0950, loss: 3.0950, grad_norm: 3.0620 2020-07-26 18:54:46,345 - mmaction - INFO - Epoch [107][520/3757] lr: 3.622e-02, eta: 2 days, 0:06:56, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3250, top5_acc: 0.5695, loss_cls: 3.0914, loss: 3.0914, grad_norm: 3.1489 2020-07-26 18:54:57,778 - mmaction - INFO - Epoch [107][540/3757] lr: 3.622e-02, eta: 2 days, 0:06:42, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5555, loss_cls: 3.1475, loss: 3.1475, grad_norm: 3.2093 2020-07-26 18:55:09,228 - mmaction - INFO - Epoch [107][560/3757] lr: 3.622e-02, eta: 2 days, 0:06:29, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5578, loss_cls: 3.1572, loss: 3.1572, grad_norm: 3.2259 2020-07-26 18:55:20,553 - mmaction - INFO - Epoch [107][580/3757] lr: 3.622e-02, eta: 2 days, 0:06:15, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3359, top5_acc: 0.5781, loss_cls: 3.0987, loss: 3.0987, grad_norm: 3.1841 2020-07-26 18:55:31,850 - mmaction - INFO - Epoch [107][600/3757] lr: 3.622e-02, eta: 2 days, 0:06:01, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5891, loss_cls: 3.1505, loss: 3.1505, grad_norm: 3.2557 2020-07-26 18:55:43,155 - mmaction - INFO - Epoch [107][620/3757] lr: 3.622e-02, eta: 2 days, 0:05:48, time: 0.566, data_time: 0.004, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5555, loss_cls: 3.1316, loss: 3.1316, grad_norm: 3.1050 2020-07-26 18:55:54,701 - mmaction - INFO - Epoch [107][640/3757] lr: 3.622e-02, eta: 2 days, 0:05:34, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5664, loss_cls: 3.1688, loss: 3.1688, grad_norm: 3.2769 2020-07-26 18:56:06,433 - mmaction - INFO - Epoch [107][660/3757] lr: 3.622e-02, eta: 2 days, 0:05:21, time: 0.587, data_time: 0.021, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5359, loss_cls: 3.1640, loss: 3.1640, grad_norm: 3.1539 2020-07-26 18:56:17,848 - mmaction - INFO - Epoch [107][680/3757] lr: 3.622e-02, eta: 2 days, 0:05:07, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3258, top5_acc: 0.5742, loss_cls: 3.1268, loss: 3.1268, grad_norm: 3.1633 2020-07-26 18:56:29,235 - mmaction - INFO - Epoch [107][700/3757] lr: 3.622e-02, eta: 2 days, 0:04:54, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5742, loss_cls: 3.0772, loss: 3.0772, grad_norm: 3.2701 2020-07-26 18:56:40,676 - mmaction - INFO - Epoch [107][720/3757] lr: 3.622e-02, eta: 2 days, 0:04:40, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5633, loss_cls: 3.1108, loss: 3.1108, grad_norm: 3.1749 2020-07-26 18:56:52,078 - mmaction - INFO - Epoch [107][740/3757] lr: 3.622e-02, eta: 2 days, 0:04:27, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3375, top5_acc: 0.5906, loss_cls: 3.0223, loss: 3.0223, grad_norm: 3.1077 2020-07-26 18:57:03,502 - mmaction - INFO - Epoch [107][760/3757] lr: 3.622e-02, eta: 2 days, 0:04:13, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5570, loss_cls: 3.1672, loss: 3.1672, grad_norm: 3.1879 2020-07-26 18:57:14,922 - mmaction - INFO - Epoch [107][780/3757] lr: 3.622e-02, eta: 2 days, 0:03:59, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3406, top5_acc: 0.5758, loss_cls: 3.0433, loss: 3.0433, grad_norm: 3.2137 2020-07-26 18:57:26,354 - mmaction - INFO - Epoch [107][800/3757] lr: 3.622e-02, eta: 2 days, 0:03:46, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3242, top5_acc: 0.5859, loss_cls: 3.0556, loss: 3.0556, grad_norm: 3.2139 2020-07-26 18:57:37,844 - mmaction - INFO - Epoch [107][820/3757] lr: 3.622e-02, eta: 2 days, 0:03:32, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5594, loss_cls: 3.1665, loss: 3.1665, grad_norm: 3.1749 2020-07-26 18:57:49,656 - mmaction - INFO - Epoch [107][840/3757] lr: 3.622e-02, eta: 2 days, 0:03:19, time: 0.591, data_time: 0.026, memory: 5232, top1_acc: 0.3469, top5_acc: 0.5797, loss_cls: 3.0137, loss: 3.0137, grad_norm: 3.1489 2020-07-26 18:58:01,112 - mmaction - INFO - Epoch [107][860/3757] lr: 3.622e-02, eta: 2 days, 0:03:06, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5500, loss_cls: 3.1618, loss: 3.1618, grad_norm: 3.2641 2020-07-26 18:58:12,529 - mmaction - INFO - Epoch [107][880/3757] lr: 3.622e-02, eta: 2 days, 0:02:52, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3242, top5_acc: 0.5906, loss_cls: 3.0762, loss: 3.0762, grad_norm: 3.2814 2020-07-26 18:58:23,978 - mmaction - INFO - Epoch [107][900/3757] lr: 3.622e-02, eta: 2 days, 0:02:39, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5813, loss_cls: 3.1246, loss: 3.1246, grad_norm: 3.1797 2020-07-26 18:58:35,328 - mmaction - INFO - Epoch [107][920/3757] lr: 3.622e-02, eta: 2 days, 0:02:25, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3141, top5_acc: 0.5781, loss_cls: 3.0897, loss: 3.0897, grad_norm: 3.2042 2020-07-26 18:58:46,871 - mmaction - INFO - Epoch [107][940/3757] lr: 3.622e-02, eta: 2 days, 0:02:11, time: 0.577, data_time: 0.007, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5711, loss_cls: 3.1612, loss: 3.1612, grad_norm: 3.2366 2020-07-26 18:58:58,236 - mmaction - INFO - Epoch [107][960/3757] lr: 3.622e-02, eta: 2 days, 0:01:58, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5703, loss_cls: 3.0736, loss: 3.0736, grad_norm: 3.0783 2020-07-26 18:59:09,581 - mmaction - INFO - Epoch [107][980/3757] lr: 3.622e-02, eta: 2 days, 0:01:44, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3148, top5_acc: 0.5719, loss_cls: 3.1433, loss: 3.1433, grad_norm: 3.1648 2020-07-26 18:59:21,058 - mmaction - INFO - Epoch [107][1000/3757] lr: 3.622e-02, eta: 2 days, 0:01:31, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3203, top5_acc: 0.5680, loss_cls: 3.1446, loss: 3.1446, grad_norm: 3.1686 2020-07-26 18:59:32,461 - mmaction - INFO - Epoch [107][1020/3757] lr: 3.622e-02, eta: 2 days, 0:01:17, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3367, top5_acc: 0.5844, loss_cls: 3.0025, loss: 3.0025, grad_norm: 3.1424 2020-07-26 18:59:43,835 - mmaction - INFO - Epoch [107][1040/3757] lr: 3.622e-02, eta: 2 days, 0:01:03, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3367, top5_acc: 0.5859, loss_cls: 3.1152, loss: 3.1152, grad_norm: 3.3423 2020-07-26 18:59:55,295 - mmaction - INFO - Epoch [107][1060/3757] lr: 3.622e-02, eta: 2 days, 0:00:50, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5758, loss_cls: 3.1717, loss: 3.1717, grad_norm: 3.2572 2020-07-26 19:00:13,251 - mmaction - INFO - Epoch [107][1080/3757] lr: 3.622e-02, eta: 2 days, 0:00:43, time: 0.895, data_time: 0.021, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5617, loss_cls: 3.1614, loss: 3.1614, grad_norm: 3.2997 2020-07-26 19:00:24,787 - mmaction - INFO - Epoch [107][1100/3757] lr: 3.622e-02, eta: 2 days, 0:00:30, time: 0.579, data_time: 0.006, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5773, loss_cls: 3.1287, loss: 3.1287, grad_norm: 3.1975 2020-07-26 19:00:36,288 - mmaction - INFO - Epoch [107][1120/3757] lr: 3.622e-02, eta: 2 days, 0:00:16, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5539, loss_cls: 3.2211, loss: 3.2211, grad_norm: 3.2424 2020-07-26 19:00:47,806 - mmaction - INFO - Epoch [107][1140/3757] lr: 3.622e-02, eta: 2 days, 0:00:03, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5500, loss_cls: 3.2689, loss: 3.2689, grad_norm: 3.1733 2020-07-26 19:00:59,215 - mmaction - INFO - Epoch [107][1160/3757] lr: 3.622e-02, eta: 1 day, 23:59:49, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5828, loss_cls: 3.0575, loss: 3.0575, grad_norm: 3.1492 2020-07-26 19:01:10,608 - mmaction - INFO - Epoch [107][1180/3757] lr: 3.622e-02, eta: 1 day, 23:59:35, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5516, loss_cls: 3.1979, loss: 3.1979, grad_norm: 3.2836 2020-07-26 19:01:22,007 - mmaction - INFO - Epoch [107][1200/3757] lr: 3.622e-02, eta: 1 day, 23:59:22, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5367, loss_cls: 3.2427, loss: 3.2427, grad_norm: 3.2593 2020-07-26 19:01:33,322 - mmaction - INFO - Epoch [107][1220/3757] lr: 3.622e-02, eta: 1 day, 23:59:08, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5602, loss_cls: 3.1750, loss: 3.1750, grad_norm: 3.2585 2020-07-26 19:01:44,788 - mmaction - INFO - Epoch [107][1240/3757] lr: 3.622e-02, eta: 1 day, 23:58:55, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5672, loss_cls: 3.0840, loss: 3.0840, grad_norm: 3.1816 2020-07-26 19:01:56,188 - mmaction - INFO - Epoch [107][1260/3757] lr: 3.622e-02, eta: 1 day, 23:58:41, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5695, loss_cls: 3.2112, loss: 3.2112, grad_norm: 3.2505 2020-07-26 19:02:07,697 - mmaction - INFO - Epoch [107][1280/3757] lr: 3.622e-02, eta: 1 day, 23:58:27, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.3406, top5_acc: 0.5781, loss_cls: 3.1022, loss: 3.1022, grad_norm: 3.2155 2020-07-26 19:02:19,176 - mmaction - INFO - Epoch [107][1300/3757] lr: 3.622e-02, eta: 1 day, 23:58:14, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5352, loss_cls: 3.2616, loss: 3.2616, grad_norm: 3.3468 2020-07-26 19:02:30,565 - mmaction - INFO - Epoch [107][1320/3757] lr: 3.622e-02, eta: 1 day, 23:58:00, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5398, loss_cls: 3.2027, loss: 3.2027, grad_norm: 3.1638 2020-07-26 19:02:41,876 - mmaction - INFO - Epoch [107][1340/3757] lr: 3.622e-02, eta: 1 day, 23:57:47, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3203, top5_acc: 0.5695, loss_cls: 3.1152, loss: 3.1152, grad_norm: 3.2561 2020-07-26 19:02:53,203 - mmaction - INFO - Epoch [107][1360/3757] lr: 3.622e-02, eta: 1 day, 23:57:33, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5508, loss_cls: 3.2403, loss: 3.2403, grad_norm: 3.1633 2020-07-26 19:03:04,664 - mmaction - INFO - Epoch [107][1380/3757] lr: 3.622e-02, eta: 1 day, 23:57:19, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.3141, top5_acc: 0.5641, loss_cls: 3.1946, loss: 3.1946, grad_norm: 3.1801 2020-07-26 19:03:16,213 - mmaction - INFO - Epoch [107][1400/3757] lr: 3.622e-02, eta: 1 day, 23:57:06, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5633, loss_cls: 3.1529, loss: 3.1529, grad_norm: 3.1109 2020-07-26 19:03:27,615 - mmaction - INFO - Epoch [107][1420/3757] lr: 3.622e-02, eta: 1 day, 23:56:52, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3336, top5_acc: 0.5609, loss_cls: 3.0957, loss: 3.0957, grad_norm: 3.1166 2020-07-26 19:03:39,013 - mmaction - INFO - Epoch [107][1440/3757] lr: 3.622e-02, eta: 1 day, 23:56:39, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3320, top5_acc: 0.5852, loss_cls: 3.0413, loss: 3.0413, grad_norm: 3.2529 2020-07-26 19:03:50,481 - mmaction - INFO - Epoch [107][1460/3757] lr: 3.622e-02, eta: 1 day, 23:56:25, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3180, top5_acc: 0.5648, loss_cls: 3.1346, loss: 3.1346, grad_norm: 3.2844 2020-07-26 19:04:01,853 - mmaction - INFO - Epoch [107][1480/3757] lr: 3.622e-02, eta: 1 day, 23:56:12, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5578, loss_cls: 3.1705, loss: 3.1705, grad_norm: 3.2106 2020-07-26 19:04:13,229 - mmaction - INFO - Epoch [107][1500/3757] lr: 3.622e-02, eta: 1 day, 23:55:58, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5594, loss_cls: 3.1742, loss: 3.1742, grad_norm: 3.2445 2020-07-26 19:04:24,742 - mmaction - INFO - Epoch [107][1520/3757] lr: 3.622e-02, eta: 1 day, 23:55:45, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5852, loss_cls: 3.1498, loss: 3.1498, grad_norm: 3.1472 2020-07-26 19:04:36,170 - mmaction - INFO - Epoch [107][1540/3757] lr: 3.622e-02, eta: 1 day, 23:55:31, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3258, top5_acc: 0.5766, loss_cls: 3.0819, loss: 3.0819, grad_norm: 3.1747 2020-07-26 19:04:47,744 - mmaction - INFO - Epoch [107][1560/3757] lr: 3.622e-02, eta: 1 day, 23:55:18, time: 0.579, data_time: 0.004, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5563, loss_cls: 3.1539, loss: 3.1539, grad_norm: 3.2301 2020-07-26 19:04:59,245 - mmaction - INFO - Epoch [107][1580/3757] lr: 3.622e-02, eta: 1 day, 23:55:04, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5578, loss_cls: 3.2269, loss: 3.2269, grad_norm: 3.2329 2020-07-26 19:05:10,745 - mmaction - INFO - Epoch [107][1600/3757] lr: 3.622e-02, eta: 1 day, 23:54:51, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3430, top5_acc: 0.6070, loss_cls: 2.9661, loss: 2.9661, grad_norm: 3.1551 2020-07-26 19:05:22,178 - mmaction - INFO - Epoch [107][1620/3757] lr: 3.622e-02, eta: 1 day, 23:54:37, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2953, top5_acc: 0.5570, loss_cls: 3.1574, loss: 3.1574, grad_norm: 3.2505 2020-07-26 19:05:33,634 - mmaction - INFO - Epoch [107][1640/3757] lr: 3.622e-02, eta: 1 day, 23:54:23, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5672, loss_cls: 3.1002, loss: 3.1002, grad_norm: 3.2379 2020-07-26 19:05:45,019 - mmaction - INFO - Epoch [107][1660/3757] lr: 3.622e-02, eta: 1 day, 23:54:10, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5609, loss_cls: 3.1822, loss: 3.1822, grad_norm: 3.2375 2020-07-26 19:05:56,408 - mmaction - INFO - Epoch [107][1680/3757] lr: 3.622e-02, eta: 1 day, 23:53:56, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3242, top5_acc: 0.5570, loss_cls: 3.1067, loss: 3.1067, grad_norm: 3.2801 2020-07-26 19:06:07,744 - mmaction - INFO - Epoch [107][1700/3757] lr: 3.622e-02, eta: 1 day, 23:53:43, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5602, loss_cls: 3.1563, loss: 3.1563, grad_norm: 3.2266 2020-07-26 19:06:19,292 - mmaction - INFO - Epoch [107][1720/3757] lr: 3.622e-02, eta: 1 day, 23:53:29, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3141, top5_acc: 0.5648, loss_cls: 3.1851, loss: 3.1851, grad_norm: 3.3235 2020-07-26 19:06:30,792 - mmaction - INFO - Epoch [107][1740/3757] lr: 3.622e-02, eta: 1 day, 23:53:16, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3258, top5_acc: 0.5625, loss_cls: 3.1178, loss: 3.1178, grad_norm: 3.2742 2020-07-26 19:06:42,161 - mmaction - INFO - Epoch [107][1760/3757] lr: 3.622e-02, eta: 1 day, 23:53:02, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3352, top5_acc: 0.5547, loss_cls: 3.1768, loss: 3.1768, grad_norm: 3.2169 2020-07-26 19:06:53,561 - mmaction - INFO - Epoch [107][1780/3757] lr: 3.622e-02, eta: 1 day, 23:52:48, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5789, loss_cls: 3.1480, loss: 3.1480, grad_norm: 3.1864 2020-07-26 19:07:05,197 - mmaction - INFO - Epoch [107][1800/3757] lr: 3.622e-02, eta: 1 day, 23:52:35, time: 0.582, data_time: 0.020, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5477, loss_cls: 3.1846, loss: 3.1846, grad_norm: 3.3106 2020-07-26 19:07:16,773 - mmaction - INFO - Epoch [107][1820/3757] lr: 3.622e-02, eta: 1 day, 23:52:22, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5633, loss_cls: 3.1338, loss: 3.1338, grad_norm: 3.1920 2020-07-26 19:07:28,208 - mmaction - INFO - Epoch [107][1840/3757] lr: 3.622e-02, eta: 1 day, 23:52:08, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5680, loss_cls: 3.1912, loss: 3.1912, grad_norm: 3.2199 2020-07-26 19:07:39,545 - mmaction - INFO - Epoch [107][1860/3757] lr: 3.622e-02, eta: 1 day, 23:51:55, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3422, top5_acc: 0.5984, loss_cls: 3.0609, loss: 3.0609, grad_norm: 3.0939 2020-07-26 19:07:50,979 - mmaction - INFO - Epoch [107][1880/3757] lr: 3.622e-02, eta: 1 day, 23:51:41, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5453, loss_cls: 3.2313, loss: 3.2313, grad_norm: 3.1492 2020-07-26 19:08:02,463 - mmaction - INFO - Epoch [107][1900/3757] lr: 3.622e-02, eta: 1 day, 23:51:27, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3305, top5_acc: 0.5523, loss_cls: 3.1999, loss: 3.1999, grad_norm: 3.1711 2020-07-26 19:08:13,873 - mmaction - INFO - Epoch [107][1920/3757] lr: 3.622e-02, eta: 1 day, 23:51:14, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3563, top5_acc: 0.5930, loss_cls: 2.9921, loss: 2.9921, grad_norm: 3.0998 2020-07-26 19:08:25,344 - mmaction - INFO - Epoch [107][1940/3757] lr: 3.622e-02, eta: 1 day, 23:51:00, time: 0.573, data_time: 0.006, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5617, loss_cls: 3.1710, loss: 3.1710, grad_norm: 3.3186 2020-07-26 19:08:36,894 - mmaction - INFO - Epoch [107][1960/3757] lr: 3.622e-02, eta: 1 day, 23:50:47, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3148, top5_acc: 0.5484, loss_cls: 3.2395, loss: 3.2395, grad_norm: 3.1878 2020-07-26 19:08:48,460 - mmaction - INFO - Epoch [107][1980/3757] lr: 3.622e-02, eta: 1 day, 23:50:34, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5461, loss_cls: 3.2195, loss: 3.2195, grad_norm: 3.2281 2020-07-26 19:09:00,026 - mmaction - INFO - Epoch [107][2000/3757] lr: 3.622e-02, eta: 1 day, 23:50:20, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5461, loss_cls: 3.2402, loss: 3.2402, grad_norm: 3.2236 2020-07-26 19:09:11,503 - mmaction - INFO - Epoch [107][2020/3757] lr: 3.622e-02, eta: 1 day, 23:50:07, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5633, loss_cls: 3.1680, loss: 3.1680, grad_norm: 3.2204 2020-07-26 19:09:23,024 - mmaction - INFO - Epoch [107][2040/3757] lr: 3.622e-02, eta: 1 day, 23:49:53, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5656, loss_cls: 3.1054, loss: 3.1054, grad_norm: 3.1349 2020-07-26 19:09:34,554 - mmaction - INFO - Epoch [107][2060/3757] lr: 3.622e-02, eta: 1 day, 23:49:40, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5461, loss_cls: 3.2579, loss: 3.2579, grad_norm: 3.1759 2020-07-26 19:09:46,009 - mmaction - INFO - Epoch [107][2080/3757] lr: 3.622e-02, eta: 1 day, 23:49:26, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3242, top5_acc: 0.5789, loss_cls: 3.1044, loss: 3.1044, grad_norm: 3.2243 2020-07-26 19:09:57,409 - mmaction - INFO - Epoch [107][2100/3757] lr: 3.622e-02, eta: 1 day, 23:49:13, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3180, top5_acc: 0.5727, loss_cls: 3.1274, loss: 3.1274, grad_norm: 3.2394 2020-07-26 19:10:08,846 - mmaction - INFO - Epoch [107][2120/3757] lr: 3.622e-02, eta: 1 day, 23:48:59, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5617, loss_cls: 3.1967, loss: 3.1967, grad_norm: 3.2971 2020-07-26 19:10:20,467 - mmaction - INFO - Epoch [107][2140/3757] lr: 3.622e-02, eta: 1 day, 23:48:46, time: 0.581, data_time: 0.013, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5555, loss_cls: 3.2055, loss: 3.2055, grad_norm: 3.1551 2020-07-26 19:10:31,908 - mmaction - INFO - Epoch [107][2160/3757] lr: 3.622e-02, eta: 1 day, 23:48:32, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3281, top5_acc: 0.5922, loss_cls: 3.0357, loss: 3.0357, grad_norm: 3.1069 2020-07-26 19:10:43,459 - mmaction - INFO - Epoch [107][2180/3757] lr: 3.622e-02, eta: 1 day, 23:48:19, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3141, top5_acc: 0.5531, loss_cls: 3.1748, loss: 3.1748, grad_norm: 3.2199 2020-07-26 19:10:54,955 - mmaction - INFO - Epoch [107][2200/3757] lr: 3.622e-02, eta: 1 day, 23:48:05, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5406, loss_cls: 3.2520, loss: 3.2520, grad_norm: 3.2896 2020-07-26 19:11:06,435 - mmaction - INFO - Epoch [107][2220/3757] lr: 3.622e-02, eta: 1 day, 23:47:52, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3242, top5_acc: 0.5719, loss_cls: 3.1376, loss: 3.1376, grad_norm: 3.1901 2020-07-26 19:11:17,873 - mmaction - INFO - Epoch [107][2240/3757] lr: 3.622e-02, eta: 1 day, 23:47:38, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3148, top5_acc: 0.5656, loss_cls: 3.1384, loss: 3.1384, grad_norm: 3.2395 2020-07-26 19:11:29,232 - mmaction - INFO - Epoch [107][2260/3757] lr: 3.622e-02, eta: 1 day, 23:47:25, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5523, loss_cls: 3.2159, loss: 3.2159, grad_norm: 3.2403 2020-07-26 19:11:40,700 - mmaction - INFO - Epoch [107][2280/3757] lr: 3.622e-02, eta: 1 day, 23:47:11, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.3359, top5_acc: 0.5719, loss_cls: 3.1301, loss: 3.1301, grad_norm: 3.1969 2020-07-26 19:11:52,132 - mmaction - INFO - Epoch [107][2300/3757] lr: 3.622e-02, eta: 1 day, 23:46:57, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5352, loss_cls: 3.2436, loss: 3.2436, grad_norm: 3.1912 2020-07-26 19:12:03,565 - mmaction - INFO - Epoch [107][2320/3757] lr: 3.622e-02, eta: 1 day, 23:46:44, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5469, loss_cls: 3.2156, loss: 3.2156, grad_norm: 3.2373 2020-07-26 19:12:15,019 - mmaction - INFO - Epoch [107][2340/3757] lr: 3.622e-02, eta: 1 day, 23:46:30, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.3344, top5_acc: 0.5766, loss_cls: 3.0904, loss: 3.0904, grad_norm: 3.2157 2020-07-26 19:12:26,519 - mmaction - INFO - Epoch [107][2360/3757] lr: 3.622e-02, eta: 1 day, 23:46:17, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5664, loss_cls: 3.1598, loss: 3.1598, grad_norm: 3.1919 2020-07-26 19:12:37,995 - mmaction - INFO - Epoch [107][2380/3757] lr: 3.622e-02, eta: 1 day, 23:46:03, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5687, loss_cls: 3.0952, loss: 3.0952, grad_norm: 3.1493 2020-07-26 19:12:49,448 - mmaction - INFO - Epoch [107][2400/3757] lr: 3.622e-02, eta: 1 day, 23:45:50, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5805, loss_cls: 3.1511, loss: 3.1511, grad_norm: 3.2220 2020-07-26 19:13:00,905 - mmaction - INFO - Epoch [107][2420/3757] lr: 3.622e-02, eta: 1 day, 23:45:36, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3141, top5_acc: 0.5617, loss_cls: 3.1182, loss: 3.1182, grad_norm: 3.1446 2020-07-26 19:13:12,326 - mmaction - INFO - Epoch [107][2440/3757] lr: 3.622e-02, eta: 1 day, 23:45:23, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5578, loss_cls: 3.1445, loss: 3.1445, grad_norm: 3.2356 2020-07-26 19:13:23,787 - mmaction - INFO - Epoch [107][2460/3757] lr: 3.622e-02, eta: 1 day, 23:45:09, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3242, top5_acc: 0.5414, loss_cls: 3.2218, loss: 3.2218, grad_norm: 3.1234 2020-07-26 19:13:35,191 - mmaction - INFO - Epoch [107][2480/3757] lr: 3.622e-02, eta: 1 day, 23:44:56, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5641, loss_cls: 3.2008, loss: 3.2008, grad_norm: 3.2493 2020-07-26 19:13:46,679 - mmaction - INFO - Epoch [107][2500/3757] lr: 3.622e-02, eta: 1 day, 23:44:42, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5656, loss_cls: 3.1586, loss: 3.1586, grad_norm: 3.1866 2020-07-26 19:13:58,160 - mmaction - INFO - Epoch [107][2520/3757] lr: 3.622e-02, eta: 1 day, 23:44:29, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5750, loss_cls: 3.0954, loss: 3.0954, grad_norm: 3.2085 2020-07-26 19:14:09,527 - mmaction - INFO - Epoch [107][2540/3757] lr: 3.622e-02, eta: 1 day, 23:44:15, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3320, top5_acc: 0.5836, loss_cls: 3.0845, loss: 3.0845, grad_norm: 3.2146 2020-07-26 19:14:20,909 - mmaction - INFO - Epoch [107][2560/3757] lr: 3.622e-02, eta: 1 day, 23:44:01, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5656, loss_cls: 3.1636, loss: 3.1636, grad_norm: 3.1721 2020-07-26 19:14:32,713 - mmaction - INFO - Epoch [107][2580/3757] lr: 3.622e-02, eta: 1 day, 23:43:48, time: 0.590, data_time: 0.027, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5461, loss_cls: 3.2131, loss: 3.2131, grad_norm: 3.1874 2020-07-26 19:14:44,613 - mmaction - INFO - Epoch [107][2600/3757] lr: 3.622e-02, eta: 1 day, 23:43:35, time: 0.595, data_time: 0.024, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5813, loss_cls: 3.1454, loss: 3.1454, grad_norm: 3.1774 2020-07-26 19:14:56,363 - mmaction - INFO - Epoch [107][2620/3757] lr: 3.622e-02, eta: 1 day, 23:43:22, time: 0.587, data_time: 0.016, memory: 5232, top1_acc: 0.3242, top5_acc: 0.5773, loss_cls: 3.1275, loss: 3.1275, grad_norm: 3.1366 2020-07-26 19:15:08,137 - mmaction - INFO - Epoch [107][2640/3757] lr: 3.622e-02, eta: 1 day, 23:43:09, time: 0.589, data_time: 0.025, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5609, loss_cls: 3.1347, loss: 3.1347, grad_norm: 3.2255 2020-07-26 19:15:19,998 - mmaction - INFO - Epoch [107][2660/3757] lr: 3.622e-02, eta: 1 day, 23:42:56, time: 0.593, data_time: 0.026, memory: 5232, top1_acc: 0.3203, top5_acc: 0.5734, loss_cls: 3.1172, loss: 3.1172, grad_norm: 3.2036 2020-07-26 19:15:31,937 - mmaction - INFO - Epoch [107][2680/3757] lr: 3.622e-02, eta: 1 day, 23:42:43, time: 0.597, data_time: 0.017, memory: 5232, top1_acc: 0.3180, top5_acc: 0.5859, loss_cls: 3.0914, loss: 3.0914, grad_norm: 3.2432 2020-07-26 19:15:43,340 - mmaction - INFO - Epoch [107][2700/3757] lr: 3.622e-02, eta: 1 day, 23:42:29, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.3445, top5_acc: 0.5797, loss_cls: 3.0124, loss: 3.0124, grad_norm: 3.0909 2020-07-26 19:15:54,793 - mmaction - INFO - Epoch [107][2720/3757] lr: 3.622e-02, eta: 1 day, 23:42:16, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3281, top5_acc: 0.5578, loss_cls: 3.1722, loss: 3.1722, grad_norm: 3.1902 2020-07-26 19:16:06,145 - mmaction - INFO - Epoch [107][2740/3757] lr: 3.622e-02, eta: 1 day, 23:42:02, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3328, top5_acc: 0.5609, loss_cls: 3.1648, loss: 3.1648, grad_norm: 3.1326 2020-07-26 19:16:17,821 - mmaction - INFO - Epoch [107][2760/3757] lr: 3.622e-02, eta: 1 day, 23:41:49, time: 0.583, data_time: 0.011, memory: 5232, top1_acc: 0.3367, top5_acc: 0.5727, loss_cls: 3.1155, loss: 3.1155, grad_norm: 3.0584 2020-07-26 19:16:29,692 - mmaction - INFO - Epoch [107][2780/3757] lr: 3.622e-02, eta: 1 day, 23:41:36, time: 0.593, data_time: 0.023, memory: 5232, top1_acc: 0.3281, top5_acc: 0.5844, loss_cls: 3.0925, loss: 3.0925, grad_norm: 3.2744 2020-07-26 19:16:41,348 - mmaction - INFO - Epoch [107][2800/3757] lr: 3.622e-02, eta: 1 day, 23:41:22, time: 0.583, data_time: 0.014, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5687, loss_cls: 3.1566, loss: 3.1566, grad_norm: 3.2735 2020-07-26 19:16:53,217 - mmaction - INFO - Epoch [107][2820/3757] lr: 3.622e-02, eta: 1 day, 23:41:09, time: 0.594, data_time: 0.024, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5664, loss_cls: 3.1878, loss: 3.1878, grad_norm: 3.2028 2020-07-26 19:17:04,998 - mmaction - INFO - Epoch [107][2840/3757] lr: 3.622e-02, eta: 1 day, 23:40:56, time: 0.589, data_time: 0.018, memory: 5232, top1_acc: 0.3203, top5_acc: 0.5609, loss_cls: 3.1689, loss: 3.1689, grad_norm: 3.1593 2020-07-26 19:17:16,362 - mmaction - INFO - Epoch [107][2860/3757] lr: 3.622e-02, eta: 1 day, 23:40:42, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5687, loss_cls: 3.0777, loss: 3.0777, grad_norm: 3.1030 2020-07-26 19:17:27,749 - mmaction - INFO - Epoch [107][2880/3757] lr: 3.622e-02, eta: 1 day, 23:40:29, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3258, top5_acc: 0.5641, loss_cls: 3.1285, loss: 3.1285, grad_norm: 3.1612 2020-07-26 19:17:39,163 - mmaction - INFO - Epoch [107][2900/3757] lr: 3.622e-02, eta: 1 day, 23:40:15, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5742, loss_cls: 3.1509, loss: 3.1509, grad_norm: 3.2439 2020-07-26 19:17:50,649 - mmaction - INFO - Epoch [107][2920/3757] lr: 3.622e-02, eta: 1 day, 23:40:02, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5719, loss_cls: 3.1916, loss: 3.1916, grad_norm: 3.2418 2020-07-26 19:18:02,138 - mmaction - INFO - Epoch [107][2940/3757] lr: 3.622e-02, eta: 1 day, 23:39:48, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5508, loss_cls: 3.1941, loss: 3.1941, grad_norm: 3.3437 2020-07-26 19:18:13,628 - mmaction - INFO - Epoch [107][2960/3757] lr: 3.622e-02, eta: 1 day, 23:39:35, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5359, loss_cls: 3.2850, loss: 3.2850, grad_norm: 3.2228 2020-07-26 19:18:25,091 - mmaction - INFO - Epoch [107][2980/3757] lr: 3.622e-02, eta: 1 day, 23:39:21, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3242, top5_acc: 0.5648, loss_cls: 3.1612, loss: 3.1612, grad_norm: 3.1591 2020-07-26 19:18:36,589 - mmaction - INFO - Epoch [107][3000/3757] lr: 3.622e-02, eta: 1 day, 23:39:08, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5508, loss_cls: 3.2626, loss: 3.2626, grad_norm: 3.1835 2020-07-26 19:18:48,017 - mmaction - INFO - Epoch [107][3020/3757] lr: 3.622e-02, eta: 1 day, 23:38:54, time: 0.571, data_time: 0.006, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5633, loss_cls: 3.1496, loss: 3.1496, grad_norm: 3.1664 2020-07-26 19:18:59,455 - mmaction - INFO - Epoch [107][3040/3757] lr: 3.622e-02, eta: 1 day, 23:38:41, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3367, top5_acc: 0.5984, loss_cls: 3.0744, loss: 3.0744, grad_norm: 3.0965 2020-07-26 19:19:10,817 - mmaction - INFO - Epoch [107][3060/3757] lr: 3.622e-02, eta: 1 day, 23:38:27, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3148, top5_acc: 0.5781, loss_cls: 3.1757, loss: 3.1757, grad_norm: 3.1702 2020-07-26 19:19:22,203 - mmaction - INFO - Epoch [107][3080/3757] lr: 3.622e-02, eta: 1 day, 23:38:14, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3445, top5_acc: 0.5875, loss_cls: 3.0859, loss: 3.0859, grad_norm: 3.1332 2020-07-26 19:19:33,557 - mmaction - INFO - Epoch [107][3100/3757] lr: 3.622e-02, eta: 1 day, 23:38:00, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5648, loss_cls: 3.1496, loss: 3.1496, grad_norm: 3.1788 2020-07-26 19:19:45,061 - mmaction - INFO - Epoch [107][3120/3757] lr: 3.622e-02, eta: 1 day, 23:37:46, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5727, loss_cls: 3.1160, loss: 3.1160, grad_norm: 3.1809 2020-07-26 19:19:56,408 - mmaction - INFO - Epoch [107][3140/3757] lr: 3.622e-02, eta: 1 day, 23:37:33, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3430, top5_acc: 0.5883, loss_cls: 3.0316, loss: 3.0316, grad_norm: 3.1929 2020-07-26 19:20:08,080 - mmaction - INFO - Epoch [107][3160/3757] lr: 3.622e-02, eta: 1 day, 23:37:20, time: 0.583, data_time: 0.018, memory: 5232, top1_acc: 0.3359, top5_acc: 0.5594, loss_cls: 3.1807, loss: 3.1807, grad_norm: 3.2313 2020-07-26 19:20:19,501 - mmaction - INFO - Epoch [107][3180/3757] lr: 3.622e-02, eta: 1 day, 23:37:06, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5375, loss_cls: 3.2667, loss: 3.2667, grad_norm: 3.3012 2020-07-26 19:20:30,974 - mmaction - INFO - Epoch [107][3200/3757] lr: 3.622e-02, eta: 1 day, 23:36:53, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5703, loss_cls: 3.1169, loss: 3.1169, grad_norm: 3.1395 2020-07-26 19:20:42,421 - mmaction - INFO - Epoch [107][3220/3757] lr: 3.622e-02, eta: 1 day, 23:36:39, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5563, loss_cls: 3.1381, loss: 3.1381, grad_norm: 3.2933 2020-07-26 19:20:53,705 - mmaction - INFO - Epoch [107][3240/3757] lr: 3.622e-02, eta: 1 day, 23:36:25, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3133, top5_acc: 0.5820, loss_cls: 3.0863, loss: 3.0863, grad_norm: 3.1234 2020-07-26 19:21:05,235 - mmaction - INFO - Epoch [107][3260/3757] lr: 3.622e-02, eta: 1 day, 23:36:12, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2953, top5_acc: 0.5586, loss_cls: 3.1995, loss: 3.1995, grad_norm: 3.2504 2020-07-26 19:21:16,695 - mmaction - INFO - Epoch [107][3280/3757] lr: 3.622e-02, eta: 1 day, 23:35:58, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3508, top5_acc: 0.5883, loss_cls: 3.0265, loss: 3.0265, grad_norm: 3.1812 2020-07-26 19:21:28,129 - mmaction - INFO - Epoch [107][3300/3757] lr: 3.622e-02, eta: 1 day, 23:35:45, time: 0.571, data_time: 0.007, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5422, loss_cls: 3.2109, loss: 3.2109, grad_norm: 3.2275 2020-07-26 19:21:39,511 - mmaction - INFO - Epoch [107][3320/3757] lr: 3.622e-02, eta: 1 day, 23:35:31, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5523, loss_cls: 3.1856, loss: 3.1856, grad_norm: 3.1770 2020-07-26 19:21:51,024 - mmaction - INFO - Epoch [107][3340/3757] lr: 3.622e-02, eta: 1 day, 23:35:18, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.3305, top5_acc: 0.5836, loss_cls: 3.1203, loss: 3.1203, grad_norm: 3.1808 2020-07-26 19:22:02,424 - mmaction - INFO - Epoch [107][3360/3757] lr: 3.622e-02, eta: 1 day, 23:35:04, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5383, loss_cls: 3.2543, loss: 3.2543, grad_norm: 3.2220 2020-07-26 19:22:13,844 - mmaction - INFO - Epoch [107][3380/3757] lr: 3.622e-02, eta: 1 day, 23:34:51, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3281, top5_acc: 0.5672, loss_cls: 3.1490, loss: 3.1490, grad_norm: 3.1249 2020-07-26 19:22:25,298 - mmaction - INFO - Epoch [107][3400/3757] lr: 3.622e-02, eta: 1 day, 23:34:37, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5734, loss_cls: 3.1391, loss: 3.1391, grad_norm: 3.2460 2020-07-26 19:22:36,691 - mmaction - INFO - Epoch [107][3420/3757] lr: 3.622e-02, eta: 1 day, 23:34:24, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5727, loss_cls: 3.1544, loss: 3.1544, grad_norm: 3.2477 2020-07-26 19:22:48,203 - mmaction - INFO - Epoch [107][3440/3757] lr: 3.622e-02, eta: 1 day, 23:34:10, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5563, loss_cls: 3.1269, loss: 3.1269, grad_norm: 3.2739 2020-07-26 19:22:59,599 - mmaction - INFO - Epoch [107][3460/3757] lr: 3.622e-02, eta: 1 day, 23:33:57, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5719, loss_cls: 3.1177, loss: 3.1177, grad_norm: 3.1933 2020-07-26 19:23:11,139 - mmaction - INFO - Epoch [107][3480/3757] lr: 3.622e-02, eta: 1 day, 23:33:43, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5766, loss_cls: 3.1617, loss: 3.1617, grad_norm: 3.2843 2020-07-26 19:23:22,631 - mmaction - INFO - Epoch [107][3500/3757] lr: 3.622e-02, eta: 1 day, 23:33:30, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3398, top5_acc: 0.5672, loss_cls: 3.1356, loss: 3.1356, grad_norm: 3.2680 2020-07-26 19:23:34,073 - mmaction - INFO - Epoch [107][3520/3757] lr: 3.622e-02, eta: 1 day, 23:33:16, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.3148, top5_acc: 0.5547, loss_cls: 3.1752, loss: 3.1752, grad_norm: 3.2283 2020-07-26 19:23:45,473 - mmaction - INFO - Epoch [107][3540/3757] lr: 3.622e-02, eta: 1 day, 23:33:03, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5633, loss_cls: 3.1648, loss: 3.1648, grad_norm: 3.2523 2020-07-26 19:23:56,968 - mmaction - INFO - Epoch [107][3560/3757] lr: 3.622e-02, eta: 1 day, 23:32:49, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5602, loss_cls: 3.1260, loss: 3.1260, grad_norm: 3.1196 2020-07-26 19:24:08,367 - mmaction - INFO - Epoch [107][3580/3757] lr: 3.622e-02, eta: 1 day, 23:32:36, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3305, top5_acc: 0.5734, loss_cls: 3.1264, loss: 3.1264, grad_norm: 3.1839 2020-07-26 19:24:19,839 - mmaction - INFO - Epoch [107][3600/3757] lr: 3.622e-02, eta: 1 day, 23:32:22, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3328, top5_acc: 0.5742, loss_cls: 3.1112, loss: 3.1112, grad_norm: 3.2436 2020-07-26 19:24:31,351 - mmaction - INFO - Epoch [107][3620/3757] lr: 3.622e-02, eta: 1 day, 23:32:09, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5594, loss_cls: 3.2166, loss: 3.2166, grad_norm: 3.2216 2020-07-26 19:24:42,794 - mmaction - INFO - Epoch [107][3640/3757] lr: 3.622e-02, eta: 1 day, 23:31:55, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3133, top5_acc: 0.5578, loss_cls: 3.1658, loss: 3.1658, grad_norm: 3.0628 2020-07-26 19:24:54,320 - mmaction - INFO - Epoch [107][3660/3757] lr: 3.622e-02, eta: 1 day, 23:31:42, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5453, loss_cls: 3.2300, loss: 3.2300, grad_norm: 3.2035 2020-07-26 19:25:05,806 - mmaction - INFO - Epoch [107][3680/3757] lr: 3.622e-02, eta: 1 day, 23:31:28, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5711, loss_cls: 3.0752, loss: 3.0752, grad_norm: 3.1298 2020-07-26 19:25:17,268 - mmaction - INFO - Epoch [107][3700/3757] lr: 3.622e-02, eta: 1 day, 23:31:15, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.3305, top5_acc: 0.5711, loss_cls: 3.1053, loss: 3.1053, grad_norm: 3.2810 2020-07-26 19:25:28,713 - mmaction - INFO - Epoch [107][3720/3757] lr: 3.622e-02, eta: 1 day, 23:31:01, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5586, loss_cls: 3.2177, loss: 3.2177, grad_norm: 3.2981 2020-07-26 19:25:40,142 - mmaction - INFO - Epoch [107][3740/3757] lr: 3.622e-02, eta: 1 day, 23:30:48, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5687, loss_cls: 3.0875, loss: 3.0875, grad_norm: 3.1348 2020-07-26 19:28:57,958 - mmaction - INFO - Epoch [108][20/3757] lr: 3.538e-02, eta: 1 day, 23:33:05, time: 9.072, data_time: 8.354, memory: 5232, top1_acc: 0.3281, top5_acc: 0.5648, loss_cls: 3.0689, loss: 3.0689, grad_norm: 3.1628 2020-07-26 19:29:09,727 - mmaction - INFO - Epoch [108][40/3757] lr: 3.538e-02, eta: 1 day, 23:32:52, time: 0.588, data_time: 0.024, memory: 5232, top1_acc: 0.3234, top5_acc: 0.6000, loss_cls: 3.0648, loss: 3.0648, grad_norm: 3.2227 2020-07-26 19:29:21,108 - mmaction - INFO - Epoch [108][60/3757] lr: 3.538e-02, eta: 1 day, 23:32:38, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3430, top5_acc: 0.5719, loss_cls: 3.1343, loss: 3.1343, grad_norm: 3.1703 2020-07-26 19:29:32,562 - mmaction - INFO - Epoch [108][80/3757] lr: 3.538e-02, eta: 1 day, 23:32:25, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.3305, top5_acc: 0.5836, loss_cls: 3.0314, loss: 3.0314, grad_norm: 3.1855 2020-07-26 19:29:43,959 - mmaction - INFO - Epoch [108][100/3757] lr: 3.538e-02, eta: 1 day, 23:32:11, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5633, loss_cls: 3.1818, loss: 3.1818, grad_norm: 3.2662 2020-07-26 19:29:55,392 - mmaction - INFO - Epoch [108][120/3757] lr: 3.538e-02, eta: 1 day, 23:31:58, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3266, top5_acc: 0.5617, loss_cls: 3.1226, loss: 3.1226, grad_norm: 3.1658 2020-07-26 19:30:06,824 - mmaction - INFO - Epoch [108][140/3757] lr: 3.538e-02, eta: 1 day, 23:31:44, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5813, loss_cls: 3.0209, loss: 3.0209, grad_norm: 3.2215 2020-07-26 19:30:18,296 - mmaction - INFO - Epoch [108][160/3757] lr: 3.538e-02, eta: 1 day, 23:31:31, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5664, loss_cls: 3.1619, loss: 3.1619, grad_norm: 3.1953 2020-07-26 19:30:29,624 - mmaction - INFO - Epoch [108][180/3757] lr: 3.538e-02, eta: 1 day, 23:31:17, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3383, top5_acc: 0.5633, loss_cls: 3.0602, loss: 3.0602, grad_norm: 3.2898 2020-07-26 19:30:41,154 - mmaction - INFO - Epoch [108][200/3757] lr: 3.538e-02, eta: 1 day, 23:31:03, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3320, top5_acc: 0.5719, loss_cls: 3.1009, loss: 3.1009, grad_norm: 3.2355 2020-07-26 19:30:52,615 - mmaction - INFO - Epoch [108][220/3757] lr: 3.538e-02, eta: 1 day, 23:30:50, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5563, loss_cls: 3.1945, loss: 3.1945, grad_norm: 3.3488 2020-07-26 19:31:04,057 - mmaction - INFO - Epoch [108][240/3757] lr: 3.538e-02, eta: 1 day, 23:30:36, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3148, top5_acc: 0.5461, loss_cls: 3.1704, loss: 3.1704, grad_norm: 3.1903 2020-07-26 19:31:15,359 - mmaction - INFO - Epoch [108][260/3757] lr: 3.538e-02, eta: 1 day, 23:30:23, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5570, loss_cls: 3.1752, loss: 3.1752, grad_norm: 3.2412 2020-07-26 19:31:26,802 - mmaction - INFO - Epoch [108][280/3757] lr: 3.538e-02, eta: 1 day, 23:30:09, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5594, loss_cls: 3.1464, loss: 3.1464, grad_norm: 3.2292 2020-07-26 19:31:38,254 - mmaction - INFO - Epoch [108][300/3757] lr: 3.538e-02, eta: 1 day, 23:29:56, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5406, loss_cls: 3.2105, loss: 3.2105, grad_norm: 3.2777 2020-07-26 19:31:49,701 - mmaction - INFO - Epoch [108][320/3757] lr: 3.538e-02, eta: 1 day, 23:29:42, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5680, loss_cls: 3.1086, loss: 3.1086, grad_norm: 3.1784 2020-07-26 19:32:01,058 - mmaction - INFO - Epoch [108][340/3757] lr: 3.538e-02, eta: 1 day, 23:29:29, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5586, loss_cls: 3.1335, loss: 3.1335, grad_norm: 3.1680 2020-07-26 19:32:12,513 - mmaction - INFO - Epoch [108][360/3757] lr: 3.538e-02, eta: 1 day, 23:29:15, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3305, top5_acc: 0.5813, loss_cls: 3.0766, loss: 3.0766, grad_norm: 3.1308 2020-07-26 19:32:23,892 - mmaction - INFO - Epoch [108][380/3757] lr: 3.538e-02, eta: 1 day, 23:29:01, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5750, loss_cls: 3.1127, loss: 3.1127, grad_norm: 3.1032 2020-07-26 19:32:35,377 - mmaction - INFO - Epoch [108][400/3757] lr: 3.538e-02, eta: 1 day, 23:28:48, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3367, top5_acc: 0.5695, loss_cls: 3.0924, loss: 3.0924, grad_norm: 3.1771 2020-07-26 19:32:46,769 - mmaction - INFO - Epoch [108][420/3757] lr: 3.538e-02, eta: 1 day, 23:28:34, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5945, loss_cls: 3.1108, loss: 3.1108, grad_norm: 3.3062 2020-07-26 19:32:58,118 - mmaction - INFO - Epoch [108][440/3757] lr: 3.538e-02, eta: 1 day, 23:28:21, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5859, loss_cls: 3.0501, loss: 3.0501, grad_norm: 3.2108 2020-07-26 19:33:09,480 - mmaction - INFO - Epoch [108][460/3757] lr: 3.538e-02, eta: 1 day, 23:28:07, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5672, loss_cls: 3.1446, loss: 3.1446, grad_norm: 3.2403 2020-07-26 19:33:21,059 - mmaction - INFO - Epoch [108][480/3757] lr: 3.538e-02, eta: 1 day, 23:27:54, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.3266, top5_acc: 0.5766, loss_cls: 3.0851, loss: 3.0851, grad_norm: 3.2430 2020-07-26 19:33:32,305 - mmaction - INFO - Epoch [108][500/3757] lr: 3.538e-02, eta: 1 day, 23:27:40, time: 0.563, data_time: 0.001, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5797, loss_cls: 3.0725, loss: 3.0725, grad_norm: 3.2889 2020-07-26 19:33:43,745 - mmaction - INFO - Epoch [108][520/3757] lr: 3.538e-02, eta: 1 day, 23:27:26, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.3242, top5_acc: 0.5805, loss_cls: 3.0765, loss: 3.0765, grad_norm: 3.1925 2020-07-26 19:33:55,184 - mmaction - INFO - Epoch [108][540/3757] lr: 3.538e-02, eta: 1 day, 23:27:13, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3672, top5_acc: 0.5938, loss_cls: 3.0188, loss: 3.0188, grad_norm: 3.2513 2020-07-26 19:34:06,979 - mmaction - INFO - Epoch [108][560/3757] lr: 3.538e-02, eta: 1 day, 23:27:00, time: 0.590, data_time: 0.027, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5672, loss_cls: 3.1912, loss: 3.1912, grad_norm: 3.2591 2020-07-26 19:34:18,526 - mmaction - INFO - Epoch [108][580/3757] lr: 3.538e-02, eta: 1 day, 23:26:46, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5625, loss_cls: 3.1685, loss: 3.1685, grad_norm: 3.1729 2020-07-26 19:34:29,892 - mmaction - INFO - Epoch [108][600/3757] lr: 3.538e-02, eta: 1 day, 23:26:33, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5477, loss_cls: 3.2288, loss: 3.2288, grad_norm: 3.2024 2020-07-26 19:34:41,245 - mmaction - INFO - Epoch [108][620/3757] lr: 3.538e-02, eta: 1 day, 23:26:19, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3203, top5_acc: 0.5750, loss_cls: 3.1409, loss: 3.1409, grad_norm: 3.2446 2020-07-26 19:34:52,661 - mmaction - INFO - Epoch [108][640/3757] lr: 3.538e-02, eta: 1 day, 23:26:05, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3453, top5_acc: 0.5750, loss_cls: 3.0887, loss: 3.0887, grad_norm: 3.1402 2020-07-26 19:35:04,081 - mmaction - INFO - Epoch [108][660/3757] lr: 3.538e-02, eta: 1 day, 23:25:52, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5437, loss_cls: 3.2453, loss: 3.2453, grad_norm: 3.2992 2020-07-26 19:35:15,427 - mmaction - INFO - Epoch [108][680/3757] lr: 3.538e-02, eta: 1 day, 23:25:38, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5836, loss_cls: 3.1002, loss: 3.1002, grad_norm: 3.1732 2020-07-26 19:35:26,907 - mmaction - INFO - Epoch [108][700/3757] lr: 3.538e-02, eta: 1 day, 23:25:25, time: 0.574, data_time: 0.009, memory: 5232, top1_acc: 0.3250, top5_acc: 0.5805, loss_cls: 3.1260, loss: 3.1260, grad_norm: 3.3414 2020-07-26 19:35:38,455 - mmaction - INFO - Epoch [108][720/3757] lr: 3.538e-02, eta: 1 day, 23:25:11, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5797, loss_cls: 3.1160, loss: 3.1160, grad_norm: 3.2914 2020-07-26 19:35:49,803 - mmaction - INFO - Epoch [108][740/3757] lr: 3.538e-02, eta: 1 day, 23:24:58, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5938, loss_cls: 3.0532, loss: 3.0532, grad_norm: 3.2045 2020-07-26 19:36:01,209 - mmaction - INFO - Epoch [108][760/3757] lr: 3.538e-02, eta: 1 day, 23:24:44, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5406, loss_cls: 3.2602, loss: 3.2602, grad_norm: 3.2124 2020-07-26 19:36:12,661 - mmaction - INFO - Epoch [108][780/3757] lr: 3.538e-02, eta: 1 day, 23:24:31, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3203, top5_acc: 0.5727, loss_cls: 3.1605, loss: 3.1605, grad_norm: 3.2779 2020-07-26 19:36:24,213 - mmaction - INFO - Epoch [108][800/3757] lr: 3.538e-02, eta: 1 day, 23:24:17, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2828, top5_acc: 0.5477, loss_cls: 3.3086, loss: 3.3086, grad_norm: 3.2301 2020-07-26 19:36:35,664 - mmaction - INFO - Epoch [108][820/3757] lr: 3.538e-02, eta: 1 day, 23:24:04, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5586, loss_cls: 3.1213, loss: 3.1213, grad_norm: 3.1809 2020-07-26 19:36:47,120 - mmaction - INFO - Epoch [108][840/3757] lr: 3.538e-02, eta: 1 day, 23:23:50, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5664, loss_cls: 3.1022, loss: 3.1022, grad_norm: 3.2191 2020-07-26 19:36:58,504 - mmaction - INFO - Epoch [108][860/3757] lr: 3.538e-02, eta: 1 day, 23:23:37, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5477, loss_cls: 3.2024, loss: 3.2024, grad_norm: 3.2319 2020-07-26 19:37:09,847 - mmaction - INFO - Epoch [108][880/3757] lr: 3.538e-02, eta: 1 day, 23:23:23, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3375, top5_acc: 0.5703, loss_cls: 3.1157, loss: 3.1157, grad_norm: 3.2096 2020-07-26 19:37:21,221 - mmaction - INFO - Epoch [108][900/3757] lr: 3.538e-02, eta: 1 day, 23:23:09, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5672, loss_cls: 3.1103, loss: 3.1103, grad_norm: 3.1995 2020-07-26 19:37:32,681 - mmaction - INFO - Epoch [108][920/3757] lr: 3.538e-02, eta: 1 day, 23:22:56, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3375, top5_acc: 0.5852, loss_cls: 3.0166, loss: 3.0166, grad_norm: 3.1491 2020-07-26 19:37:44,212 - mmaction - INFO - Epoch [108][940/3757] lr: 3.538e-02, eta: 1 day, 23:22:42, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3328, top5_acc: 0.5687, loss_cls: 3.0985, loss: 3.0985, grad_norm: 3.3035 2020-07-26 19:37:55,602 - mmaction - INFO - Epoch [108][960/3757] lr: 3.538e-02, eta: 1 day, 23:22:29, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3406, top5_acc: 0.5930, loss_cls: 3.0638, loss: 3.0638, grad_norm: 3.1987 2020-07-26 19:38:07,075 - mmaction - INFO - Epoch [108][980/3757] lr: 3.538e-02, eta: 1 day, 23:22:15, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5805, loss_cls: 3.1150, loss: 3.1150, grad_norm: 3.2543 2020-07-26 19:38:18,532 - mmaction - INFO - Epoch [108][1000/3757] lr: 3.538e-02, eta: 1 day, 23:22:02, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5813, loss_cls: 3.1127, loss: 3.1127, grad_norm: 3.1708 2020-07-26 19:38:29,962 - mmaction - INFO - Epoch [108][1020/3757] lr: 3.538e-02, eta: 1 day, 23:21:48, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3336, top5_acc: 0.5883, loss_cls: 3.0241, loss: 3.0241, grad_norm: 3.2559 2020-07-26 19:38:41,434 - mmaction - INFO - Epoch [108][1040/3757] lr: 3.538e-02, eta: 1 day, 23:21:35, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5602, loss_cls: 3.1263, loss: 3.1263, grad_norm: 3.2509 2020-07-26 19:38:52,869 - mmaction - INFO - Epoch [108][1060/3757] lr: 3.538e-02, eta: 1 day, 23:21:21, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3328, top5_acc: 0.5766, loss_cls: 3.1330, loss: 3.1330, grad_norm: 3.2358 2020-07-26 19:39:04,368 - mmaction - INFO - Epoch [108][1080/3757] lr: 3.538e-02, eta: 1 day, 23:21:08, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3305, top5_acc: 0.5648, loss_cls: 3.1158, loss: 3.1158, grad_norm: 3.2047 2020-07-26 19:39:15,738 - mmaction - INFO - Epoch [108][1100/3757] lr: 3.538e-02, eta: 1 day, 23:20:54, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5828, loss_cls: 3.0499, loss: 3.0499, grad_norm: 3.2036 2020-07-26 19:39:27,073 - mmaction - INFO - Epoch [108][1120/3757] lr: 3.538e-02, eta: 1 day, 23:20:41, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5570, loss_cls: 3.1338, loss: 3.1338, grad_norm: 3.2611 2020-07-26 19:39:38,713 - mmaction - INFO - Epoch [108][1140/3757] lr: 3.538e-02, eta: 1 day, 23:20:27, time: 0.582, data_time: 0.018, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5617, loss_cls: 3.1792, loss: 3.1792, grad_norm: 3.3960 2020-07-26 19:39:50,187 - mmaction - INFO - Epoch [108][1160/3757] lr: 3.538e-02, eta: 1 day, 23:20:14, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3453, top5_acc: 0.5820, loss_cls: 3.0757, loss: 3.0757, grad_norm: 3.2588 2020-07-26 19:40:01,504 - mmaction - INFO - Epoch [108][1180/3757] lr: 3.538e-02, eta: 1 day, 23:20:00, time: 0.565, data_time: 0.002, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5734, loss_cls: 3.1342, loss: 3.1342, grad_norm: 3.2118 2020-07-26 19:40:12,836 - mmaction - INFO - Epoch [108][1200/3757] lr: 3.538e-02, eta: 1 day, 23:19:47, time: 0.567, data_time: 0.001, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5672, loss_cls: 3.2046, loss: 3.2046, grad_norm: 3.1938 2020-07-26 19:40:24,209 - mmaction - INFO - Epoch [108][1220/3757] lr: 3.538e-02, eta: 1 day, 23:19:33, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5625, loss_cls: 3.1438, loss: 3.1438, grad_norm: 3.2199 2020-07-26 19:40:35,701 - mmaction - INFO - Epoch [108][1240/3757] lr: 3.538e-02, eta: 1 day, 23:19:19, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5875, loss_cls: 3.0178, loss: 3.0178, grad_norm: 3.1611 2020-07-26 19:40:47,130 - mmaction - INFO - Epoch [108][1260/3757] lr: 3.538e-02, eta: 1 day, 23:19:06, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3180, top5_acc: 0.5625, loss_cls: 3.1575, loss: 3.1575, grad_norm: 3.2737 2020-07-26 19:40:58,831 - mmaction - INFO - Epoch [108][1280/3757] lr: 3.538e-02, eta: 1 day, 23:18:53, time: 0.585, data_time: 0.022, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5563, loss_cls: 3.2092, loss: 3.2092, grad_norm: 3.3559 2020-07-26 19:41:10,302 - mmaction - INFO - Epoch [108][1300/3757] lr: 3.538e-02, eta: 1 day, 23:18:39, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5555, loss_cls: 3.1994, loss: 3.1994, grad_norm: 3.2855 2020-07-26 19:41:21,756 - mmaction - INFO - Epoch [108][1320/3757] lr: 3.538e-02, eta: 1 day, 23:18:26, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5625, loss_cls: 3.2082, loss: 3.2082, grad_norm: 3.1376 2020-07-26 19:41:33,189 - mmaction - INFO - Epoch [108][1340/3757] lr: 3.538e-02, eta: 1 day, 23:18:12, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5766, loss_cls: 3.1214, loss: 3.1214, grad_norm: 3.2586 2020-07-26 19:41:44,638 - mmaction - INFO - Epoch [108][1360/3757] lr: 3.538e-02, eta: 1 day, 23:17:59, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5508, loss_cls: 3.2172, loss: 3.2172, grad_norm: 3.2613 2020-07-26 19:41:56,126 - mmaction - INFO - Epoch [108][1380/3757] lr: 3.538e-02, eta: 1 day, 23:17:45, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5547, loss_cls: 3.1724, loss: 3.1724, grad_norm: 3.3113 2020-07-26 19:42:07,600 - mmaction - INFO - Epoch [108][1400/3757] lr: 3.538e-02, eta: 1 day, 23:17:32, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5563, loss_cls: 3.1415, loss: 3.1415, grad_norm: 3.2165 2020-07-26 19:42:19,027 - mmaction - INFO - Epoch [108][1420/3757] lr: 3.538e-02, eta: 1 day, 23:17:18, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3203, top5_acc: 0.5711, loss_cls: 3.2118, loss: 3.2118, grad_norm: 3.2935 2020-07-26 19:42:30,420 - mmaction - INFO - Epoch [108][1440/3757] lr: 3.538e-02, eta: 1 day, 23:17:05, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3266, top5_acc: 0.5758, loss_cls: 3.0938, loss: 3.0938, grad_norm: 3.2641 2020-07-26 19:42:41,768 - mmaction - INFO - Epoch [108][1460/3757] lr: 3.538e-02, eta: 1 day, 23:16:51, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5516, loss_cls: 3.1728, loss: 3.1728, grad_norm: 3.2340 2020-07-26 19:42:53,245 - mmaction - INFO - Epoch [108][1480/3757] lr: 3.538e-02, eta: 1 day, 23:16:37, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3328, top5_acc: 0.5867, loss_cls: 3.0377, loss: 3.0377, grad_norm: 3.1546 2020-07-26 19:43:04,731 - mmaction - INFO - Epoch [108][1500/3757] lr: 3.538e-02, eta: 1 day, 23:16:24, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5773, loss_cls: 3.0668, loss: 3.0668, grad_norm: 3.1407 2020-07-26 19:43:16,286 - mmaction - INFO - Epoch [108][1520/3757] lr: 3.538e-02, eta: 1 day, 23:16:11, time: 0.578, data_time: 0.004, memory: 5232, top1_acc: 0.3203, top5_acc: 0.5594, loss_cls: 3.1647, loss: 3.1647, grad_norm: 3.2932 2020-07-26 19:43:27,751 - mmaction - INFO - Epoch [108][1540/3757] lr: 3.538e-02, eta: 1 day, 23:15:57, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5633, loss_cls: 3.1444, loss: 3.1444, grad_norm: 3.3414 2020-07-26 19:43:39,106 - mmaction - INFO - Epoch [108][1560/3757] lr: 3.538e-02, eta: 1 day, 23:15:43, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3375, top5_acc: 0.5680, loss_cls: 3.1876, loss: 3.1876, grad_norm: 3.3323 2020-07-26 19:43:50,593 - mmaction - INFO - Epoch [108][1580/3757] lr: 3.538e-02, eta: 1 day, 23:15:30, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5656, loss_cls: 3.1519, loss: 3.1519, grad_norm: 3.1960 2020-07-26 19:44:02,125 - mmaction - INFO - Epoch [108][1600/3757] lr: 3.538e-02, eta: 1 day, 23:15:17, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3328, top5_acc: 0.5617, loss_cls: 3.1124, loss: 3.1124, grad_norm: 3.2426 2020-07-26 19:44:13,503 - mmaction - INFO - Epoch [108][1620/3757] lr: 3.538e-02, eta: 1 day, 23:15:03, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3336, top5_acc: 0.5875, loss_cls: 3.0937, loss: 3.0937, grad_norm: 3.2512 2020-07-26 19:44:24,928 - mmaction - INFO - Epoch [108][1640/3757] lr: 3.538e-02, eta: 1 day, 23:14:49, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5547, loss_cls: 3.1770, loss: 3.1770, grad_norm: 3.1978 2020-07-26 19:44:36,347 - mmaction - INFO - Epoch [108][1660/3757] lr: 3.538e-02, eta: 1 day, 23:14:36, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3250, top5_acc: 0.5828, loss_cls: 3.0492, loss: 3.0492, grad_norm: 3.1308 2020-07-26 19:44:47,798 - mmaction - INFO - Epoch [108][1680/3757] lr: 3.538e-02, eta: 1 day, 23:14:22, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5805, loss_cls: 3.0831, loss: 3.0831, grad_norm: 3.2141 2020-07-26 19:44:59,465 - mmaction - INFO - Epoch [108][1700/3757] lr: 3.538e-02, eta: 1 day, 23:14:09, time: 0.583, data_time: 0.016, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5703, loss_cls: 3.0949, loss: 3.0949, grad_norm: 3.3013 2020-07-26 19:45:10,916 - mmaction - INFO - Epoch [108][1720/3757] lr: 3.538e-02, eta: 1 day, 23:13:56, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5711, loss_cls: 3.0616, loss: 3.0616, grad_norm: 3.2868 2020-07-26 19:45:22,331 - mmaction - INFO - Epoch [108][1740/3757] lr: 3.538e-02, eta: 1 day, 23:13:42, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.5914, loss_cls: 3.0228, loss: 3.0228, grad_norm: 3.3219 2020-07-26 19:45:33,803 - mmaction - INFO - Epoch [108][1760/3757] lr: 3.538e-02, eta: 1 day, 23:13:29, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5898, loss_cls: 3.0750, loss: 3.0750, grad_norm: 3.3030 2020-07-26 19:45:45,335 - mmaction - INFO - Epoch [108][1780/3757] lr: 3.538e-02, eta: 1 day, 23:13:15, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5625, loss_cls: 3.1818, loss: 3.1818, grad_norm: 3.2261 2020-07-26 19:45:56,806 - mmaction - INFO - Epoch [108][1800/3757] lr: 3.538e-02, eta: 1 day, 23:13:02, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3375, top5_acc: 0.5508, loss_cls: 3.1348, loss: 3.1348, grad_norm: 3.1765 2020-07-26 19:46:08,234 - mmaction - INFO - Epoch [108][1820/3757] lr: 3.538e-02, eta: 1 day, 23:12:48, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5484, loss_cls: 3.2399, loss: 3.2399, grad_norm: 3.2602 2020-07-26 19:46:19,654 - mmaction - INFO - Epoch [108][1840/3757] lr: 3.538e-02, eta: 1 day, 23:12:35, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5797, loss_cls: 3.0584, loss: 3.0584, grad_norm: 3.1708 2020-07-26 19:46:30,982 - mmaction - INFO - Epoch [108][1860/3757] lr: 3.538e-02, eta: 1 day, 23:12:21, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5742, loss_cls: 3.1350, loss: 3.1350, grad_norm: 3.3002 2020-07-26 19:46:42,391 - mmaction - INFO - Epoch [108][1880/3757] lr: 3.538e-02, eta: 1 day, 23:12:07, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3320, top5_acc: 0.5977, loss_cls: 3.0315, loss: 3.0315, grad_norm: 3.1806 2020-07-26 19:46:53,908 - mmaction - INFO - Epoch [108][1900/3757] lr: 3.538e-02, eta: 1 day, 23:11:54, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5492, loss_cls: 3.1981, loss: 3.1981, grad_norm: 3.3017 2020-07-26 19:47:05,364 - mmaction - INFO - Epoch [108][1920/3757] lr: 3.538e-02, eta: 1 day, 23:11:41, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5609, loss_cls: 3.1778, loss: 3.1778, grad_norm: 3.3413 2020-07-26 19:47:16,768 - mmaction - INFO - Epoch [108][1940/3757] lr: 3.538e-02, eta: 1 day, 23:11:27, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.3250, top5_acc: 0.5594, loss_cls: 3.1667, loss: 3.1667, grad_norm: 3.1820 2020-07-26 19:47:28,276 - mmaction - INFO - Epoch [108][1960/3757] lr: 3.538e-02, eta: 1 day, 23:11:14, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3344, top5_acc: 0.5859, loss_cls: 3.0320, loss: 3.0320, grad_norm: 3.1350 2020-07-26 19:47:39,666 - mmaction - INFO - Epoch [108][1980/3757] lr: 3.538e-02, eta: 1 day, 23:11:00, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5570, loss_cls: 3.1172, loss: 3.1172, grad_norm: 3.3096 2020-07-26 19:47:51,086 - mmaction - INFO - Epoch [108][2000/3757] lr: 3.538e-02, eta: 1 day, 23:10:46, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3359, top5_acc: 0.5867, loss_cls: 3.0528, loss: 3.0528, grad_norm: 3.2190 2020-07-26 19:48:02,464 - mmaction - INFO - Epoch [108][2020/3757] lr: 3.538e-02, eta: 1 day, 23:10:33, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5727, loss_cls: 3.0576, loss: 3.0576, grad_norm: 3.1369 2020-07-26 19:48:13,853 - mmaction - INFO - Epoch [108][2040/3757] lr: 3.538e-02, eta: 1 day, 23:10:19, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5555, loss_cls: 3.1915, loss: 3.1915, grad_norm: 3.3066 2020-07-26 19:48:25,274 - mmaction - INFO - Epoch [108][2060/3757] lr: 3.538e-02, eta: 1 day, 23:10:06, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3438, top5_acc: 0.5703, loss_cls: 3.0299, loss: 3.0299, grad_norm: 3.1646 2020-07-26 19:48:36,742 - mmaction - INFO - Epoch [108][2080/3757] lr: 3.538e-02, eta: 1 day, 23:09:52, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5656, loss_cls: 3.1496, loss: 3.1496, grad_norm: 3.2862 2020-07-26 19:48:48,151 - mmaction - INFO - Epoch [108][2100/3757] lr: 3.538e-02, eta: 1 day, 23:09:39, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2898, top5_acc: 0.5523, loss_cls: 3.2681, loss: 3.2681, grad_norm: 3.2884 2020-07-26 19:48:59,521 - mmaction - INFO - Epoch [108][2120/3757] lr: 3.538e-02, eta: 1 day, 23:09:25, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5484, loss_cls: 3.1976, loss: 3.1976, grad_norm: 3.1446 2020-07-26 19:49:10,968 - mmaction - INFO - Epoch [108][2140/3757] lr: 3.538e-02, eta: 1 day, 23:09:12, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3328, top5_acc: 0.5961, loss_cls: 2.9857, loss: 2.9857, grad_norm: 3.1058 2020-07-26 19:49:22,404 - mmaction - INFO - Epoch [108][2160/3757] lr: 3.538e-02, eta: 1 day, 23:08:58, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3148, top5_acc: 0.5602, loss_cls: 3.1505, loss: 3.1505, grad_norm: 3.2950 2020-07-26 19:49:33,833 - mmaction - INFO - Epoch [108][2180/3757] lr: 3.538e-02, eta: 1 day, 23:08:45, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5875, loss_cls: 3.0575, loss: 3.0575, grad_norm: 3.2214 2020-07-26 19:49:45,302 - mmaction - INFO - Epoch [108][2200/3757] lr: 3.538e-02, eta: 1 day, 23:08:31, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3305, top5_acc: 0.5477, loss_cls: 3.1927, loss: 3.1927, grad_norm: 3.2999 2020-07-26 19:49:56,731 - mmaction - INFO - Epoch [108][2220/3757] lr: 3.538e-02, eta: 1 day, 23:08:18, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5547, loss_cls: 3.1545, loss: 3.1545, grad_norm: 3.2295 2020-07-26 19:50:08,116 - mmaction - INFO - Epoch [108][2240/3757] lr: 3.538e-02, eta: 1 day, 23:08:04, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5750, loss_cls: 3.1385, loss: 3.1385, grad_norm: 3.2675 2020-07-26 19:50:19,549 - mmaction - INFO - Epoch [108][2260/3757] lr: 3.538e-02, eta: 1 day, 23:07:51, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5523, loss_cls: 3.2341, loss: 3.2341, grad_norm: 3.2212 2020-07-26 19:50:31,379 - mmaction - INFO - Epoch [108][2280/3757] lr: 3.538e-02, eta: 1 day, 23:07:37, time: 0.592, data_time: 0.026, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5602, loss_cls: 3.1940, loss: 3.1940, grad_norm: 3.2184 2020-07-26 19:50:42,832 - mmaction - INFO - Epoch [108][2300/3757] lr: 3.538e-02, eta: 1 day, 23:07:24, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5508, loss_cls: 3.1506, loss: 3.1506, grad_norm: 3.0985 2020-07-26 19:50:54,257 - mmaction - INFO - Epoch [108][2320/3757] lr: 3.538e-02, eta: 1 day, 23:07:10, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5758, loss_cls: 3.0611, loss: 3.0611, grad_norm: 3.1529 2020-07-26 19:51:05,667 - mmaction - INFO - Epoch [108][2340/3757] lr: 3.538e-02, eta: 1 day, 23:06:57, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3414, top5_acc: 0.5672, loss_cls: 3.1242, loss: 3.1242, grad_norm: 3.2805 2020-07-26 19:51:17,127 - mmaction - INFO - Epoch [108][2360/3757] lr: 3.538e-02, eta: 1 day, 23:06:43, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3336, top5_acc: 0.5789, loss_cls: 3.0769, loss: 3.0769, grad_norm: 3.1596 2020-07-26 19:51:28,483 - mmaction - INFO - Epoch [108][2380/3757] lr: 3.538e-02, eta: 1 day, 23:06:30, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5594, loss_cls: 3.1498, loss: 3.1498, grad_norm: 3.2158 2020-07-26 19:51:39,951 - mmaction - INFO - Epoch [108][2400/3757] lr: 3.538e-02, eta: 1 day, 23:06:16, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5500, loss_cls: 3.2230, loss: 3.2230, grad_norm: 3.2623 2020-07-26 19:51:51,372 - mmaction - INFO - Epoch [108][2420/3757] lr: 3.538e-02, eta: 1 day, 23:06:03, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3305, top5_acc: 0.5766, loss_cls: 3.1437, loss: 3.1437, grad_norm: 3.1847 2020-07-26 19:52:02,679 - mmaction - INFO - Epoch [108][2440/3757] lr: 3.538e-02, eta: 1 day, 23:05:49, time: 0.565, data_time: 0.004, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5641, loss_cls: 3.1667, loss: 3.1667, grad_norm: 3.2062 2020-07-26 19:52:14,108 - mmaction - INFO - Epoch [108][2460/3757] lr: 3.538e-02, eta: 1 day, 23:05:36, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5742, loss_cls: 3.1470, loss: 3.1470, grad_norm: 3.2397 2020-07-26 19:52:25,534 - mmaction - INFO - Epoch [108][2480/3757] lr: 3.538e-02, eta: 1 day, 23:05:22, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5719, loss_cls: 3.1067, loss: 3.1067, grad_norm: 3.1979 2020-07-26 19:52:37,031 - mmaction - INFO - Epoch [108][2500/3757] lr: 3.538e-02, eta: 1 day, 23:05:09, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2961, top5_acc: 0.5430, loss_cls: 3.2624, loss: 3.2624, grad_norm: 3.3005 2020-07-26 19:52:48,524 - mmaction - INFO - Epoch [108][2520/3757] lr: 3.538e-02, eta: 1 day, 23:04:55, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5578, loss_cls: 3.1526, loss: 3.1526, grad_norm: 3.1889 2020-07-26 19:52:59,901 - mmaction - INFO - Epoch [108][2540/3757] lr: 3.538e-02, eta: 1 day, 23:04:42, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5953, loss_cls: 3.0524, loss: 3.0524, grad_norm: 3.2861 2020-07-26 19:53:11,244 - mmaction - INFO - Epoch [108][2560/3757] lr: 3.538e-02, eta: 1 day, 23:04:28, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5680, loss_cls: 3.1961, loss: 3.1961, grad_norm: 3.2591 2020-07-26 19:53:22,722 - mmaction - INFO - Epoch [108][2580/3757] lr: 3.538e-02, eta: 1 day, 23:04:15, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5680, loss_cls: 3.0910, loss: 3.0910, grad_norm: 3.1754 2020-07-26 19:53:34,117 - mmaction - INFO - Epoch [108][2600/3757] lr: 3.538e-02, eta: 1 day, 23:04:01, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5727, loss_cls: 3.1730, loss: 3.1730, grad_norm: 3.2509 2020-07-26 19:53:45,717 - mmaction - INFO - Epoch [108][2620/3757] lr: 3.538e-02, eta: 1 day, 23:03:48, time: 0.580, data_time: 0.018, memory: 5232, top1_acc: 0.3250, top5_acc: 0.5758, loss_cls: 3.1129, loss: 3.1129, grad_norm: 3.1081 2020-07-26 19:53:57,141 - mmaction - INFO - Epoch [108][2640/3757] lr: 3.538e-02, eta: 1 day, 23:03:34, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5492, loss_cls: 3.1892, loss: 3.1892, grad_norm: 3.1788 2020-07-26 19:54:08,557 - mmaction - INFO - Epoch [108][2660/3757] lr: 3.538e-02, eta: 1 day, 23:03:21, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3148, top5_acc: 0.5469, loss_cls: 3.1844, loss: 3.1844, grad_norm: 3.2124 2020-07-26 19:54:20,025 - mmaction - INFO - Epoch [108][2680/3757] lr: 3.538e-02, eta: 1 day, 23:03:07, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5836, loss_cls: 3.0524, loss: 3.0524, grad_norm: 3.2664 2020-07-26 19:54:31,486 - mmaction - INFO - Epoch [108][2700/3757] lr: 3.538e-02, eta: 1 day, 23:02:54, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5367, loss_cls: 3.2299, loss: 3.2299, grad_norm: 3.2911 2020-07-26 19:54:42,955 - mmaction - INFO - Epoch [108][2720/3757] lr: 3.538e-02, eta: 1 day, 23:02:40, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5500, loss_cls: 3.2049, loss: 3.2049, grad_norm: 3.1678 2020-07-26 19:54:54,295 - mmaction - INFO - Epoch [108][2740/3757] lr: 3.538e-02, eta: 1 day, 23:02:27, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3148, top5_acc: 0.5570, loss_cls: 3.1597, loss: 3.1597, grad_norm: 3.1261 2020-07-26 19:55:05,688 - mmaction - INFO - Epoch [108][2760/3757] lr: 3.538e-02, eta: 1 day, 23:02:13, time: 0.570, data_time: 0.008, memory: 5232, top1_acc: 0.3180, top5_acc: 0.5859, loss_cls: 3.1195, loss: 3.1195, grad_norm: 3.1852 2020-07-26 19:55:17,102 - mmaction - INFO - Epoch [108][2780/3757] lr: 3.538e-02, eta: 1 day, 23:02:00, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5703, loss_cls: 3.1809, loss: 3.1809, grad_norm: 3.2177 2020-07-26 19:55:28,430 - mmaction - INFO - Epoch [108][2800/3757] lr: 3.538e-02, eta: 1 day, 23:01:46, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3391, top5_acc: 0.5742, loss_cls: 3.0665, loss: 3.0665, grad_norm: 3.1614 2020-07-26 19:55:39,832 - mmaction - INFO - Epoch [108][2820/3757] lr: 3.538e-02, eta: 1 day, 23:01:32, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5727, loss_cls: 3.1239, loss: 3.1239, grad_norm: 3.2997 2020-07-26 19:55:51,214 - mmaction - INFO - Epoch [108][2840/3757] lr: 3.538e-02, eta: 1 day, 23:01:19, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5609, loss_cls: 3.1892, loss: 3.1892, grad_norm: 3.3065 2020-07-26 19:56:02,577 - mmaction - INFO - Epoch [108][2860/3757] lr: 3.538e-02, eta: 1 day, 23:01:05, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5703, loss_cls: 3.1669, loss: 3.1669, grad_norm: 3.1717 2020-07-26 19:56:14,020 - mmaction - INFO - Epoch [108][2880/3757] lr: 3.538e-02, eta: 1 day, 23:00:52, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5711, loss_cls: 3.1313, loss: 3.1313, grad_norm: 3.1636 2020-07-26 19:56:25,419 - mmaction - INFO - Epoch [108][2900/3757] lr: 3.538e-02, eta: 1 day, 23:00:38, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5508, loss_cls: 3.1354, loss: 3.1354, grad_norm: 3.1244 2020-07-26 19:56:37,004 - mmaction - INFO - Epoch [108][2920/3757] lr: 3.538e-02, eta: 1 day, 23:00:25, time: 0.580, data_time: 0.019, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5656, loss_cls: 3.0665, loss: 3.0665, grad_norm: 3.1970 2020-07-26 19:56:48,440 - mmaction - INFO - Epoch [108][2940/3757] lr: 3.538e-02, eta: 1 day, 23:00:11, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3594, top5_acc: 0.5938, loss_cls: 3.0478, loss: 3.0478, grad_norm: 3.1707 2020-07-26 19:56:59,838 - mmaction - INFO - Epoch [108][2960/3757] lr: 3.538e-02, eta: 1 day, 22:59:58, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5820, loss_cls: 3.0787, loss: 3.0787, grad_norm: 3.2783 2020-07-26 19:57:11,173 - mmaction - INFO - Epoch [108][2980/3757] lr: 3.538e-02, eta: 1 day, 22:59:44, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5617, loss_cls: 3.1588, loss: 3.1588, grad_norm: 3.1955 2020-07-26 19:57:22,679 - mmaction - INFO - Epoch [108][3000/3757] lr: 3.538e-02, eta: 1 day, 22:59:31, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5680, loss_cls: 3.1915, loss: 3.1915, grad_norm: 3.2213 2020-07-26 19:57:34,060 - mmaction - INFO - Epoch [108][3020/3757] lr: 3.538e-02, eta: 1 day, 22:59:17, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5617, loss_cls: 3.1499, loss: 3.1499, grad_norm: 3.2431 2020-07-26 19:57:45,464 - mmaction - INFO - Epoch [108][3040/3757] lr: 3.538e-02, eta: 1 day, 22:59:04, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5648, loss_cls: 3.2113, loss: 3.2113, grad_norm: 3.3075 2020-07-26 19:57:57,040 - mmaction - INFO - Epoch [108][3060/3757] lr: 3.538e-02, eta: 1 day, 22:58:50, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5828, loss_cls: 3.1149, loss: 3.1149, grad_norm: 3.2406 2020-07-26 19:58:08,452 - mmaction - INFO - Epoch [108][3080/3757] lr: 3.538e-02, eta: 1 day, 22:58:37, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5625, loss_cls: 3.1573, loss: 3.1573, grad_norm: 3.1951 2020-07-26 19:58:19,993 - mmaction - INFO - Epoch [108][3100/3757] lr: 3.538e-02, eta: 1 day, 22:58:23, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5602, loss_cls: 3.1618, loss: 3.1618, grad_norm: 3.1884 2020-07-26 19:58:31,326 - mmaction - INFO - Epoch [108][3120/3757] lr: 3.538e-02, eta: 1 day, 22:58:10, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3203, top5_acc: 0.5797, loss_cls: 3.1166, loss: 3.1166, grad_norm: 3.2462 2020-07-26 19:58:42,761 - mmaction - INFO - Epoch [108][3140/3757] lr: 3.538e-02, eta: 1 day, 22:57:56, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3250, top5_acc: 0.5805, loss_cls: 3.1058, loss: 3.1058, grad_norm: 3.2604 2020-07-26 19:58:54,185 - mmaction - INFO - Epoch [108][3160/3757] lr: 3.538e-02, eta: 1 day, 22:57:43, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5641, loss_cls: 3.1493, loss: 3.1493, grad_norm: 3.1812 2020-07-26 19:59:05,533 - mmaction - INFO - Epoch [108][3180/3757] lr: 3.538e-02, eta: 1 day, 22:57:29, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5813, loss_cls: 3.0295, loss: 3.0295, grad_norm: 3.2183 2020-07-26 19:59:17,021 - mmaction - INFO - Epoch [108][3200/3757] lr: 3.538e-02, eta: 1 day, 22:57:16, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.3336, top5_acc: 0.5758, loss_cls: 3.0784, loss: 3.0784, grad_norm: 3.2673 2020-07-26 19:59:28,523 - mmaction - INFO - Epoch [108][3220/3757] lr: 3.538e-02, eta: 1 day, 22:57:02, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5375, loss_cls: 3.2638, loss: 3.2638, grad_norm: 3.3583 2020-07-26 19:59:40,008 - mmaction - INFO - Epoch [108][3240/3757] lr: 3.538e-02, eta: 1 day, 22:56:49, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5578, loss_cls: 3.1995, loss: 3.1995, grad_norm: 3.2028 2020-07-26 19:59:51,456 - mmaction - INFO - Epoch [108][3260/3757] lr: 3.538e-02, eta: 1 day, 22:56:35, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.3398, top5_acc: 0.5703, loss_cls: 3.0657, loss: 3.0657, grad_norm: 3.1209 2020-07-26 20:00:10,068 - mmaction - INFO - Epoch [108][3280/3757] lr: 3.538e-02, eta: 1 day, 22:56:29, time: 0.928, data_time: 0.015, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5875, loss_cls: 3.0567, loss: 3.0567, grad_norm: 3.1859 2020-07-26 20:00:22,298 - mmaction - INFO - Epoch [108][3300/3757] lr: 3.538e-02, eta: 1 day, 22:56:16, time: 0.614, data_time: 0.048, memory: 5232, top1_acc: 0.3258, top5_acc: 0.5820, loss_cls: 3.0387, loss: 3.0387, grad_norm: 3.1971 2020-07-26 20:00:34,698 - mmaction - INFO - Epoch [108][3320/3757] lr: 3.538e-02, eta: 1 day, 22:56:04, time: 0.620, data_time: 0.014, memory: 5232, top1_acc: 0.3430, top5_acc: 0.5773, loss_cls: 3.0794, loss: 3.0794, grad_norm: 3.2466 2020-07-26 20:00:46,526 - mmaction - INFO - Epoch [108][3340/3757] lr: 3.538e-02, eta: 1 day, 22:55:51, time: 0.591, data_time: 0.025, memory: 5232, top1_acc: 0.3266, top5_acc: 0.5750, loss_cls: 3.1288, loss: 3.1288, grad_norm: 3.2292 2020-07-26 20:00:58,242 - mmaction - INFO - Epoch [108][3360/3757] lr: 3.538e-02, eta: 1 day, 22:55:37, time: 0.586, data_time: 0.014, memory: 5232, top1_acc: 0.3414, top5_acc: 0.5680, loss_cls: 3.1084, loss: 3.1084, grad_norm: 3.2151 2020-07-26 20:01:10,060 - mmaction - INFO - Epoch [108][3380/3757] lr: 3.538e-02, eta: 1 day, 22:55:24, time: 0.591, data_time: 0.025, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5625, loss_cls: 3.2051, loss: 3.2051, grad_norm: 3.3477 2020-07-26 20:01:24,099 - mmaction - INFO - Epoch [108][3400/3757] lr: 3.538e-02, eta: 1 day, 22:55:13, time: 0.702, data_time: 0.017, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5500, loss_cls: 3.2135, loss: 3.2135, grad_norm: 3.2862 2020-07-26 20:01:35,457 - mmaction - INFO - Epoch [108][3420/3757] lr: 3.538e-02, eta: 1 day, 22:55:00, time: 0.568, data_time: 0.001, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5773, loss_cls: 3.1134, loss: 3.1134, grad_norm: 3.1869 2020-07-26 20:01:47,918 - mmaction - INFO - Epoch [108][3440/3757] lr: 3.538e-02, eta: 1 day, 22:54:47, time: 0.623, data_time: 0.002, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5492, loss_cls: 3.1932, loss: 3.1932, grad_norm: 3.3098 2020-07-26 20:01:59,349 - mmaction - INFO - Epoch [108][3460/3757] lr: 3.538e-02, eta: 1 day, 22:54:34, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5766, loss_cls: 3.0892, loss: 3.0892, grad_norm: 3.2054 2020-07-26 20:02:10,660 - mmaction - INFO - Epoch [108][3480/3757] lr: 3.538e-02, eta: 1 day, 22:54:20, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3359, top5_acc: 0.5938, loss_cls: 3.0635, loss: 3.0635, grad_norm: 3.1947 2020-07-26 20:02:26,875 - mmaction - INFO - Epoch [108][3500/3757] lr: 3.538e-02, eta: 1 day, 22:54:11, time: 0.810, data_time: 0.241, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5539, loss_cls: 3.2309, loss: 3.2309, grad_norm: 3.3297 2020-07-26 20:02:38,608 - mmaction - INFO - Epoch [108][3520/3757] lr: 3.538e-02, eta: 1 day, 22:53:58, time: 0.587, data_time: 0.025, memory: 5232, top1_acc: 0.3383, top5_acc: 0.5953, loss_cls: 3.0549, loss: 3.0549, grad_norm: 3.2399 2020-07-26 20:02:50,337 - mmaction - INFO - Epoch [108][3540/3757] lr: 3.538e-02, eta: 1 day, 22:53:45, time: 0.586, data_time: 0.014, memory: 5232, top1_acc: 0.3563, top5_acc: 0.5797, loss_cls: 3.0319, loss: 3.0319, grad_norm: 3.1864 2020-07-26 20:03:03,131 - mmaction - INFO - Epoch [108][3560/3757] lr: 3.538e-02, eta: 1 day, 22:53:33, time: 0.640, data_time: 0.025, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5578, loss_cls: 3.1888, loss: 3.1888, grad_norm: 3.3224 2020-07-26 20:03:14,749 - mmaction - INFO - Epoch [108][3580/3757] lr: 3.538e-02, eta: 1 day, 22:53:20, time: 0.581, data_time: 0.014, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5781, loss_cls: 3.0798, loss: 3.0798, grad_norm: 3.1847 2020-07-26 20:03:26,549 - mmaction - INFO - Epoch [108][3600/3757] lr: 3.538e-02, eta: 1 day, 22:53:06, time: 0.590, data_time: 0.024, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5633, loss_cls: 3.1613, loss: 3.1613, grad_norm: 3.2988 2020-07-26 20:03:38,950 - mmaction - INFO - Epoch [108][3620/3757] lr: 3.538e-02, eta: 1 day, 22:52:54, time: 0.620, data_time: 0.003, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5594, loss_cls: 3.0608, loss: 3.0608, grad_norm: 3.2235 2020-07-26 20:03:50,412 - mmaction - INFO - Epoch [108][3640/3757] lr: 3.538e-02, eta: 1 day, 22:52:40, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3320, top5_acc: 0.5719, loss_cls: 3.0958, loss: 3.0958, grad_norm: 3.3082 2020-07-26 20:04:01,877 - mmaction - INFO - Epoch [108][3660/3757] lr: 3.538e-02, eta: 1 day, 22:52:27, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3141, top5_acc: 0.5461, loss_cls: 3.1798, loss: 3.1798, grad_norm: 3.2342 2020-07-26 20:04:13,342 - mmaction - INFO - Epoch [108][3680/3757] lr: 3.538e-02, eta: 1 day, 22:52:13, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3250, top5_acc: 0.5711, loss_cls: 3.1042, loss: 3.1042, grad_norm: 3.2177 2020-07-26 20:04:24,897 - mmaction - INFO - Epoch [108][3700/3757] lr: 3.538e-02, eta: 1 day, 22:52:00, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5680, loss_cls: 3.1953, loss: 3.1953, grad_norm: 3.1995 2020-07-26 20:04:36,322 - mmaction - INFO - Epoch [108][3720/3757] lr: 3.538e-02, eta: 1 day, 22:51:47, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5484, loss_cls: 3.2134, loss: 3.2134, grad_norm: 3.3153 2020-07-26 20:04:47,673 - mmaction - INFO - Epoch [108][3740/3757] lr: 3.538e-02, eta: 1 day, 22:51:33, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3305, top5_acc: 0.5805, loss_cls: 3.0585, loss: 3.0585, grad_norm: 3.2225 2020-07-26 20:08:05,926 - mmaction - INFO - Epoch [109][20/3757] lr: 3.455e-02, eta: 1 day, 22:53:46, time: 9.090, data_time: 8.397, memory: 5232, top1_acc: 0.3359, top5_acc: 0.5766, loss_cls: 3.0771, loss: 3.0771, grad_norm: 3.1615 2020-07-26 20:08:17,251 - mmaction - INFO - Epoch [109][40/3757] lr: 3.455e-02, eta: 1 day, 22:53:33, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5516, loss_cls: 3.2708, loss: 3.2708, grad_norm: 3.2211 2020-07-26 20:08:28,616 - mmaction - INFO - Epoch [109][60/3757] lr: 3.455e-02, eta: 1 day, 22:53:19, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5727, loss_cls: 3.0463, loss: 3.0463, grad_norm: 3.2513 2020-07-26 20:08:39,915 - mmaction - INFO - Epoch [109][80/3757] lr: 3.455e-02, eta: 1 day, 22:53:06, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3141, top5_acc: 0.5570, loss_cls: 3.1619, loss: 3.1619, grad_norm: 3.2875 2020-07-26 20:08:51,250 - mmaction - INFO - Epoch [109][100/3757] lr: 3.455e-02, eta: 1 day, 22:52:52, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5797, loss_cls: 3.1090, loss: 3.1090, grad_norm: 3.2869 2020-07-26 20:09:02,612 - mmaction - INFO - Epoch [109][120/3757] lr: 3.455e-02, eta: 1 day, 22:52:38, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3406, top5_acc: 0.5719, loss_cls: 3.0651, loss: 3.0651, grad_norm: 3.1783 2020-07-26 20:09:14,508 - mmaction - INFO - Epoch [109][140/3757] lr: 3.455e-02, eta: 1 day, 22:52:25, time: 0.595, data_time: 0.029, memory: 5232, top1_acc: 0.3383, top5_acc: 0.5820, loss_cls: 3.0534, loss: 3.0534, grad_norm: 3.3079 2020-07-26 20:09:25,836 - mmaction - INFO - Epoch [109][160/3757] lr: 3.455e-02, eta: 1 day, 22:52:12, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3570, top5_acc: 0.5992, loss_cls: 2.9526, loss: 2.9526, grad_norm: 3.2236 2020-07-26 20:09:37,120 - mmaction - INFO - Epoch [109][180/3757] lr: 3.455e-02, eta: 1 day, 22:51:58, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5656, loss_cls: 3.1389, loss: 3.1389, grad_norm: 3.2208 2020-07-26 20:09:48,508 - mmaction - INFO - Epoch [109][200/3757] lr: 3.455e-02, eta: 1 day, 22:51:44, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3383, top5_acc: 0.5586, loss_cls: 3.1070, loss: 3.1070, grad_norm: 3.2084 2020-07-26 20:09:59,893 - mmaction - INFO - Epoch [109][220/3757] lr: 3.455e-02, eta: 1 day, 22:51:31, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3328, top5_acc: 0.5813, loss_cls: 3.0166, loss: 3.0166, grad_norm: 3.2529 2020-07-26 20:10:11,273 - mmaction - INFO - Epoch [109][240/3757] lr: 3.455e-02, eta: 1 day, 22:51:17, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3344, top5_acc: 0.5695, loss_cls: 3.0570, loss: 3.0570, grad_norm: 3.2524 2020-07-26 20:10:22,678 - mmaction - INFO - Epoch [109][260/3757] lr: 3.455e-02, eta: 1 day, 22:51:04, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3469, top5_acc: 0.5813, loss_cls: 3.0544, loss: 3.0544, grad_norm: 3.2826 2020-07-26 20:10:34,052 - mmaction - INFO - Epoch [109][280/3757] lr: 3.455e-02, eta: 1 day, 22:50:50, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5625, loss_cls: 3.1680, loss: 3.1680, grad_norm: 3.3168 2020-07-26 20:10:45,717 - mmaction - INFO - Epoch [109][300/3757] lr: 3.455e-02, eta: 1 day, 22:50:37, time: 0.584, data_time: 0.022, memory: 5232, top1_acc: 0.3359, top5_acc: 0.5719, loss_cls: 3.0779, loss: 3.0779, grad_norm: 3.1863 2020-07-26 20:10:57,101 - mmaction - INFO - Epoch [109][320/3757] lr: 3.455e-02, eta: 1 day, 22:50:23, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5773, loss_cls: 3.1110, loss: 3.1110, grad_norm: 3.3153 2020-07-26 20:11:08,985 - mmaction - INFO - Epoch [109][340/3757] lr: 3.455e-02, eta: 1 day, 22:50:10, time: 0.594, data_time: 0.024, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5687, loss_cls: 3.1521, loss: 3.1521, grad_norm: 3.2907 2020-07-26 20:11:20,434 - mmaction - INFO - Epoch [109][360/3757] lr: 3.455e-02, eta: 1 day, 22:49:57, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3352, top5_acc: 0.5813, loss_cls: 3.0532, loss: 3.0532, grad_norm: 3.3757 2020-07-26 20:11:31,788 - mmaction - INFO - Epoch [109][380/3757] lr: 3.455e-02, eta: 1 day, 22:49:43, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3180, top5_acc: 0.5672, loss_cls: 3.1789, loss: 3.1789, grad_norm: 3.3388 2020-07-26 20:11:43,223 - mmaction - INFO - Epoch [109][400/3757] lr: 3.455e-02, eta: 1 day, 22:49:30, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5453, loss_cls: 3.2060, loss: 3.2060, grad_norm: 3.3727 2020-07-26 20:11:54,649 - mmaction - INFO - Epoch [109][420/3757] lr: 3.455e-02, eta: 1 day, 22:49:16, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3203, top5_acc: 0.5758, loss_cls: 3.1516, loss: 3.1516, grad_norm: 3.2614 2020-07-26 20:12:06,082 - mmaction - INFO - Epoch [109][440/3757] lr: 3.455e-02, eta: 1 day, 22:49:03, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3555, top5_acc: 0.6023, loss_cls: 2.9731, loss: 2.9731, grad_norm: 3.1725 2020-07-26 20:12:17,440 - mmaction - INFO - Epoch [109][460/3757] lr: 3.455e-02, eta: 1 day, 22:48:49, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5734, loss_cls: 3.1367, loss: 3.1367, grad_norm: 3.3116 2020-07-26 20:12:28,852 - mmaction - INFO - Epoch [109][480/3757] lr: 3.455e-02, eta: 1 day, 22:48:36, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5727, loss_cls: 3.0857, loss: 3.0857, grad_norm: 3.2411 2020-07-26 20:12:40,201 - mmaction - INFO - Epoch [109][500/3757] lr: 3.455e-02, eta: 1 day, 22:48:22, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5797, loss_cls: 3.1058, loss: 3.1058, grad_norm: 3.1327 2020-07-26 20:12:51,591 - mmaction - INFO - Epoch [109][520/3757] lr: 3.455e-02, eta: 1 day, 22:48:08, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5828, loss_cls: 3.0972, loss: 3.0972, grad_norm: 3.3320 2020-07-26 20:13:03,033 - mmaction - INFO - Epoch [109][540/3757] lr: 3.455e-02, eta: 1 day, 22:47:55, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3359, top5_acc: 0.5781, loss_cls: 3.0660, loss: 3.0660, grad_norm: 3.2675 2020-07-26 20:13:14,486 - mmaction - INFO - Epoch [109][560/3757] lr: 3.455e-02, eta: 1 day, 22:47:41, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5484, loss_cls: 3.1868, loss: 3.1868, grad_norm: 3.3895 2020-07-26 20:13:25,846 - mmaction - INFO - Epoch [109][580/3757] lr: 3.455e-02, eta: 1 day, 22:47:28, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5617, loss_cls: 3.1651, loss: 3.1651, grad_norm: 3.2632 2020-07-26 20:13:37,247 - mmaction - INFO - Epoch [109][600/3757] lr: 3.455e-02, eta: 1 day, 22:47:14, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5523, loss_cls: 3.1341, loss: 3.1341, grad_norm: 3.2787 2020-07-26 20:13:48,609 - mmaction - INFO - Epoch [109][620/3757] lr: 3.455e-02, eta: 1 day, 22:47:01, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3148, top5_acc: 0.5461, loss_cls: 3.2026, loss: 3.2026, grad_norm: 3.2946 2020-07-26 20:14:00,037 - mmaction - INFO - Epoch [109][640/3757] lr: 3.455e-02, eta: 1 day, 22:46:47, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3406, top5_acc: 0.5766, loss_cls: 3.1274, loss: 3.1274, grad_norm: 3.2617 2020-07-26 20:14:11,453 - mmaction - INFO - Epoch [109][660/3757] lr: 3.455e-02, eta: 1 day, 22:46:34, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3305, top5_acc: 0.5836, loss_cls: 2.9876, loss: 2.9876, grad_norm: 3.2058 2020-07-26 20:14:22,891 - mmaction - INFO - Epoch [109][680/3757] lr: 3.455e-02, eta: 1 day, 22:46:20, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5789, loss_cls: 3.0753, loss: 3.0753, grad_norm: 3.3403 2020-07-26 20:14:34,294 - mmaction - INFO - Epoch [109][700/3757] lr: 3.455e-02, eta: 1 day, 22:46:07, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5727, loss_cls: 3.1077, loss: 3.1077, grad_norm: 3.2589 2020-07-26 20:14:45,684 - mmaction - INFO - Epoch [109][720/3757] lr: 3.455e-02, eta: 1 day, 22:45:53, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5828, loss_cls: 3.0631, loss: 3.0631, grad_norm: 3.2498 2020-07-26 20:14:57,082 - mmaction - INFO - Epoch [109][740/3757] lr: 3.455e-02, eta: 1 day, 22:45:40, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5563, loss_cls: 3.1721, loss: 3.1721, grad_norm: 3.2650 2020-07-26 20:15:08,459 - mmaction - INFO - Epoch [109][760/3757] lr: 3.455e-02, eta: 1 day, 22:45:26, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5773, loss_cls: 3.1175, loss: 3.1175, grad_norm: 3.2736 2020-07-26 20:15:19,868 - mmaction - INFO - Epoch [109][780/3757] lr: 3.455e-02, eta: 1 day, 22:45:12, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.3633, top5_acc: 0.5914, loss_cls: 2.9479, loss: 2.9479, grad_norm: 3.1588 2020-07-26 20:15:31,311 - mmaction - INFO - Epoch [109][800/3757] lr: 3.455e-02, eta: 1 day, 22:44:59, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3258, top5_acc: 0.5445, loss_cls: 3.1797, loss: 3.1797, grad_norm: 3.2022 2020-07-26 20:15:42,760 - mmaction - INFO - Epoch [109][820/3757] lr: 3.455e-02, eta: 1 day, 22:44:45, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5594, loss_cls: 3.0816, loss: 3.0816, grad_norm: 3.2884 2020-07-26 20:15:54,191 - mmaction - INFO - Epoch [109][840/3757] lr: 3.455e-02, eta: 1 day, 22:44:32, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5508, loss_cls: 3.1995, loss: 3.1995, grad_norm: 3.2573 2020-07-26 20:16:05,673 - mmaction - INFO - Epoch [109][860/3757] lr: 3.455e-02, eta: 1 day, 22:44:18, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3484, top5_acc: 0.5773, loss_cls: 3.0756, loss: 3.0756, grad_norm: 3.2763 2020-07-26 20:16:17,018 - mmaction - INFO - Epoch [109][880/3757] lr: 3.455e-02, eta: 1 day, 22:44:05, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5492, loss_cls: 3.2786, loss: 3.2786, grad_norm: 3.3672 2020-07-26 20:16:28,480 - mmaction - INFO - Epoch [109][900/3757] lr: 3.455e-02, eta: 1 day, 22:43:51, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5789, loss_cls: 3.0885, loss: 3.0885, grad_norm: 3.2065 2020-07-26 20:16:39,941 - mmaction - INFO - Epoch [109][920/3757] lr: 3.455e-02, eta: 1 day, 22:43:38, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5531, loss_cls: 3.1887, loss: 3.1887, grad_norm: 3.2252 2020-07-26 20:16:51,381 - mmaction - INFO - Epoch [109][940/3757] lr: 3.455e-02, eta: 1 day, 22:43:24, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3281, top5_acc: 0.5680, loss_cls: 3.0256, loss: 3.0256, grad_norm: 3.2500 2020-07-26 20:17:02,852 - mmaction - INFO - Epoch [109][960/3757] lr: 3.455e-02, eta: 1 day, 22:43:11, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3328, top5_acc: 0.5711, loss_cls: 3.0475, loss: 3.0475, grad_norm: 3.2314 2020-07-26 20:17:14,323 - mmaction - INFO - Epoch [109][980/3757] lr: 3.455e-02, eta: 1 day, 22:42:57, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3250, top5_acc: 0.5758, loss_cls: 3.0529, loss: 3.0529, grad_norm: 3.2261 2020-07-26 20:17:25,794 - mmaction - INFO - Epoch [109][1000/3757] lr: 3.455e-02, eta: 1 day, 22:42:44, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3406, top5_acc: 0.5891, loss_cls: 2.9872, loss: 2.9872, grad_norm: 3.2334 2020-07-26 20:17:37,261 - mmaction - INFO - Epoch [109][1020/3757] lr: 3.455e-02, eta: 1 day, 22:42:31, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5687, loss_cls: 3.1814, loss: 3.1814, grad_norm: 3.2893 2020-07-26 20:17:48,666 - mmaction - INFO - Epoch [109][1040/3757] lr: 3.455e-02, eta: 1 day, 22:42:17, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5539, loss_cls: 3.1753, loss: 3.1753, grad_norm: 3.2712 2020-07-26 20:18:00,131 - mmaction - INFO - Epoch [109][1060/3757] lr: 3.455e-02, eta: 1 day, 22:42:04, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3180, top5_acc: 0.5766, loss_cls: 3.1200, loss: 3.1200, grad_norm: 3.3212 2020-07-26 20:18:11,961 - mmaction - INFO - Epoch [109][1080/3757] lr: 3.455e-02, eta: 1 day, 22:41:50, time: 0.591, data_time: 0.025, memory: 5232, top1_acc: 0.3258, top5_acc: 0.5805, loss_cls: 3.0868, loss: 3.0868, grad_norm: 3.2801 2020-07-26 20:18:23,479 - mmaction - INFO - Epoch [109][1100/3757] lr: 3.455e-02, eta: 1 day, 22:41:37, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3594, top5_acc: 0.5906, loss_cls: 2.9970, loss: 2.9970, grad_norm: 3.2234 2020-07-26 20:18:34,856 - mmaction - INFO - Epoch [109][1120/3757] lr: 3.455e-02, eta: 1 day, 22:41:23, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5664, loss_cls: 3.2024, loss: 3.2024, grad_norm: 3.3023 2020-07-26 20:18:46,270 - mmaction - INFO - Epoch [109][1140/3757] lr: 3.455e-02, eta: 1 day, 22:41:10, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3359, top5_acc: 0.5695, loss_cls: 3.0633, loss: 3.0633, grad_norm: 3.1852 2020-07-26 20:18:57,665 - mmaction - INFO - Epoch [109][1160/3757] lr: 3.455e-02, eta: 1 day, 22:40:56, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3555, top5_acc: 0.5945, loss_cls: 2.9701, loss: 2.9701, grad_norm: 3.2527 2020-07-26 20:19:09,129 - mmaction - INFO - Epoch [109][1180/3757] lr: 3.455e-02, eta: 1 day, 22:40:43, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2906, top5_acc: 0.5602, loss_cls: 3.2261, loss: 3.2261, grad_norm: 3.4474 2020-07-26 20:19:20,604 - mmaction - INFO - Epoch [109][1200/3757] lr: 3.455e-02, eta: 1 day, 22:40:29, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.3461, top5_acc: 0.5977, loss_cls: 2.9827, loss: 2.9827, grad_norm: 3.0808 2020-07-26 20:19:31,982 - mmaction - INFO - Epoch [109][1220/3757] lr: 3.455e-02, eta: 1 day, 22:40:16, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3461, top5_acc: 0.5711, loss_cls: 3.0550, loss: 3.0550, grad_norm: 3.1695 2020-07-26 20:19:43,503 - mmaction - INFO - Epoch [109][1240/3757] lr: 3.455e-02, eta: 1 day, 22:40:02, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5805, loss_cls: 3.0763, loss: 3.0763, grad_norm: 3.2986 2020-07-26 20:19:55,038 - mmaction - INFO - Epoch [109][1260/3757] lr: 3.455e-02, eta: 1 day, 22:39:49, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5664, loss_cls: 3.1630, loss: 3.1630, grad_norm: 3.2275 2020-07-26 20:20:06,442 - mmaction - INFO - Epoch [109][1280/3757] lr: 3.455e-02, eta: 1 day, 22:39:36, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3281, top5_acc: 0.5992, loss_cls: 3.0084, loss: 3.0084, grad_norm: 3.2456 2020-07-26 20:20:17,873 - mmaction - INFO - Epoch [109][1300/3757] lr: 3.455e-02, eta: 1 day, 22:39:22, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3336, top5_acc: 0.5844, loss_cls: 3.0264, loss: 3.0264, grad_norm: 3.3172 2020-07-26 20:20:29,162 - mmaction - INFO - Epoch [109][1320/3757] lr: 3.455e-02, eta: 1 day, 22:39:08, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5672, loss_cls: 3.1376, loss: 3.1376, grad_norm: 3.3238 2020-07-26 20:20:40,664 - mmaction - INFO - Epoch [109][1340/3757] lr: 3.455e-02, eta: 1 day, 22:38:55, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5656, loss_cls: 3.0985, loss: 3.0985, grad_norm: 3.2616 2020-07-26 20:20:52,038 - mmaction - INFO - Epoch [109][1360/3757] lr: 3.455e-02, eta: 1 day, 22:38:41, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3242, top5_acc: 0.5523, loss_cls: 3.2067, loss: 3.2067, grad_norm: 3.3651 2020-07-26 20:21:03,440 - mmaction - INFO - Epoch [109][1380/3757] lr: 3.455e-02, eta: 1 day, 22:38:28, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5516, loss_cls: 3.1736, loss: 3.1736, grad_norm: 3.3125 2020-07-26 20:21:14,864 - mmaction - INFO - Epoch [109][1400/3757] lr: 3.455e-02, eta: 1 day, 22:38:14, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5437, loss_cls: 3.2010, loss: 3.2010, grad_norm: 3.2922 2020-07-26 20:21:26,347 - mmaction - INFO - Epoch [109][1420/3757] lr: 3.455e-02, eta: 1 day, 22:38:01, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5977, loss_cls: 3.0331, loss: 3.0331, grad_norm: 3.1873 2020-07-26 20:21:37,877 - mmaction - INFO - Epoch [109][1440/3757] lr: 3.455e-02, eta: 1 day, 22:37:48, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3141, top5_acc: 0.5664, loss_cls: 3.1487, loss: 3.1487, grad_norm: 3.3402 2020-07-26 20:21:49,359 - mmaction - INFO - Epoch [109][1460/3757] lr: 3.455e-02, eta: 1 day, 22:37:34, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5531, loss_cls: 3.1686, loss: 3.1686, grad_norm: 3.2992 2020-07-26 20:22:00,691 - mmaction - INFO - Epoch [109][1480/3757] lr: 3.455e-02, eta: 1 day, 22:37:20, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5797, loss_cls: 3.1139, loss: 3.1139, grad_norm: 3.2707 2020-07-26 20:22:12,045 - mmaction - INFO - Epoch [109][1500/3757] lr: 3.455e-02, eta: 1 day, 22:37:07, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5805, loss_cls: 3.1575, loss: 3.1575, grad_norm: 3.3001 2020-07-26 20:22:23,462 - mmaction - INFO - Epoch [109][1520/3757] lr: 3.455e-02, eta: 1 day, 22:36:53, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5891, loss_cls: 3.0655, loss: 3.0655, grad_norm: 3.3471 2020-07-26 20:22:34,843 - mmaction - INFO - Epoch [109][1540/3757] lr: 3.455e-02, eta: 1 day, 22:36:40, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5797, loss_cls: 3.0450, loss: 3.0450, grad_norm: 3.2055 2020-07-26 20:22:46,211 - mmaction - INFO - Epoch [109][1560/3757] lr: 3.455e-02, eta: 1 day, 22:36:26, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3281, top5_acc: 0.5828, loss_cls: 3.0998, loss: 3.0998, grad_norm: 3.2831 2020-07-26 20:22:57,563 - mmaction - INFO - Epoch [109][1580/3757] lr: 3.455e-02, eta: 1 day, 22:36:13, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3258, top5_acc: 0.5539, loss_cls: 3.1677, loss: 3.1677, grad_norm: 3.3012 2020-07-26 20:23:08,936 - mmaction - INFO - Epoch [109][1600/3757] lr: 3.455e-02, eta: 1 day, 22:35:59, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3406, top5_acc: 0.5836, loss_cls: 3.1147, loss: 3.1147, grad_norm: 3.2350 2020-07-26 20:23:20,359 - mmaction - INFO - Epoch [109][1620/3757] lr: 3.455e-02, eta: 1 day, 22:35:46, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5711, loss_cls: 3.1245, loss: 3.1245, grad_norm: 3.1785 2020-07-26 20:23:31,770 - mmaction - INFO - Epoch [109][1640/3757] lr: 3.455e-02, eta: 1 day, 22:35:32, time: 0.570, data_time: 0.001, memory: 5232, top1_acc: 0.3375, top5_acc: 0.5922, loss_cls: 3.0242, loss: 3.0242, grad_norm: 3.2690 2020-07-26 20:23:43,413 - mmaction - INFO - Epoch [109][1660/3757] lr: 3.455e-02, eta: 1 day, 22:35:19, time: 0.582, data_time: 0.014, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5641, loss_cls: 3.1340, loss: 3.1340, grad_norm: 3.2584 2020-07-26 20:23:54,771 - mmaction - INFO - Epoch [109][1680/3757] lr: 3.455e-02, eta: 1 day, 22:35:05, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5680, loss_cls: 3.1265, loss: 3.1265, grad_norm: 3.2096 2020-07-26 20:24:06,140 - mmaction - INFO - Epoch [109][1700/3757] lr: 3.455e-02, eta: 1 day, 22:34:52, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5687, loss_cls: 3.1050, loss: 3.1050, grad_norm: 3.2688 2020-07-26 20:24:17,959 - mmaction - INFO - Epoch [109][1720/3757] lr: 3.455e-02, eta: 1 day, 22:34:39, time: 0.590, data_time: 0.022, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5727, loss_cls: 3.1123, loss: 3.1123, grad_norm: 3.3192 2020-07-26 20:24:29,738 - mmaction - INFO - Epoch [109][1740/3757] lr: 3.455e-02, eta: 1 day, 22:34:25, time: 0.589, data_time: 0.020, memory: 5232, top1_acc: 0.3531, top5_acc: 0.5977, loss_cls: 3.0042, loss: 3.0042, grad_norm: 3.2464 2020-07-26 20:24:41,541 - mmaction - INFO - Epoch [109][1760/3757] lr: 3.455e-02, eta: 1 day, 22:34:12, time: 0.590, data_time: 0.022, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5711, loss_cls: 3.1305, loss: 3.1305, grad_norm: 3.3347 2020-07-26 20:24:53,350 - mmaction - INFO - Epoch [109][1780/3757] lr: 3.455e-02, eta: 1 day, 22:33:59, time: 0.590, data_time: 0.017, memory: 5232, top1_acc: 0.3328, top5_acc: 0.5625, loss_cls: 3.0960, loss: 3.0960, grad_norm: 3.2884 2020-07-26 20:25:05,152 - mmaction - INFO - Epoch [109][1800/3757] lr: 3.455e-02, eta: 1 day, 22:33:46, time: 0.591, data_time: 0.025, memory: 5232, top1_acc: 0.3281, top5_acc: 0.5648, loss_cls: 3.1366, loss: 3.1366, grad_norm: 3.2697 2020-07-26 20:25:16,629 - mmaction - INFO - Epoch [109][1820/3757] lr: 3.455e-02, eta: 1 day, 22:33:33, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5758, loss_cls: 3.0961, loss: 3.0961, grad_norm: 3.2090 2020-07-26 20:25:28,007 - mmaction - INFO - Epoch [109][1840/3757] lr: 3.455e-02, eta: 1 day, 22:33:19, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2930, top5_acc: 0.5578, loss_cls: 3.1964, loss: 3.1964, grad_norm: 3.3481 2020-07-26 20:25:39,379 - mmaction - INFO - Epoch [109][1860/3757] lr: 3.455e-02, eta: 1 day, 22:33:06, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5586, loss_cls: 3.1391, loss: 3.1391, grad_norm: 3.2299 2020-07-26 20:25:51,041 - mmaction - INFO - Epoch [109][1880/3757] lr: 3.455e-02, eta: 1 day, 22:32:52, time: 0.583, data_time: 0.014, memory: 5232, top1_acc: 0.3406, top5_acc: 0.5867, loss_cls: 3.0602, loss: 3.0602, grad_norm: 3.1696 2020-07-26 20:26:02,485 - mmaction - INFO - Epoch [109][1900/3757] lr: 3.455e-02, eta: 1 day, 22:32:39, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5805, loss_cls: 3.0362, loss: 3.0362, grad_norm: 3.2732 2020-07-26 20:26:13,963 - mmaction - INFO - Epoch [109][1920/3757] lr: 3.455e-02, eta: 1 day, 22:32:25, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3133, top5_acc: 0.5461, loss_cls: 3.1778, loss: 3.1778, grad_norm: 3.2890 2020-07-26 20:26:25,404 - mmaction - INFO - Epoch [109][1940/3757] lr: 3.455e-02, eta: 1 day, 22:32:12, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3141, top5_acc: 0.5711, loss_cls: 3.1296, loss: 3.1296, grad_norm: 3.2564 2020-07-26 20:26:36,865 - mmaction - INFO - Epoch [109][1960/3757] lr: 3.455e-02, eta: 1 day, 22:31:58, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3398, top5_acc: 0.5703, loss_cls: 3.0810, loss: 3.0810, grad_norm: 3.2284 2020-07-26 20:26:48,365 - mmaction - INFO - Epoch [109][1980/3757] lr: 3.455e-02, eta: 1 day, 22:31:45, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3383, top5_acc: 0.5820, loss_cls: 3.0564, loss: 3.0564, grad_norm: 3.2665 2020-07-26 20:26:59,840 - mmaction - INFO - Epoch [109][2000/3757] lr: 3.455e-02, eta: 1 day, 22:31:31, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5602, loss_cls: 3.2478, loss: 3.2478, grad_norm: 3.3699 2020-07-26 20:27:11,248 - mmaction - INFO - Epoch [109][2020/3757] lr: 3.455e-02, eta: 1 day, 22:31:18, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5687, loss_cls: 3.1003, loss: 3.1003, grad_norm: 3.2297 2020-07-26 20:27:22,652 - mmaction - INFO - Epoch [109][2040/3757] lr: 3.455e-02, eta: 1 day, 22:31:04, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3305, top5_acc: 0.5672, loss_cls: 3.1681, loss: 3.1681, grad_norm: 3.2691 2020-07-26 20:27:34,083 - mmaction - INFO - Epoch [109][2060/3757] lr: 3.455e-02, eta: 1 day, 22:30:51, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3352, top5_acc: 0.5867, loss_cls: 3.0344, loss: 3.0344, grad_norm: 3.1735 2020-07-26 20:27:45,555 - mmaction - INFO - Epoch [109][2080/3757] lr: 3.455e-02, eta: 1 day, 22:30:38, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3281, top5_acc: 0.5781, loss_cls: 3.0529, loss: 3.0529, grad_norm: 3.2208 2020-07-26 20:27:57,255 - mmaction - INFO - Epoch [109][2100/3757] lr: 3.455e-02, eta: 1 day, 22:30:24, time: 0.585, data_time: 0.023, memory: 5232, top1_acc: 0.3305, top5_acc: 0.5875, loss_cls: 3.0199, loss: 3.0199, grad_norm: 3.2749 2020-07-26 20:28:08,717 - mmaction - INFO - Epoch [109][2120/3757] lr: 3.455e-02, eta: 1 day, 22:30:11, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3250, top5_acc: 0.5758, loss_cls: 3.1266, loss: 3.1266, grad_norm: 3.2840 2020-07-26 20:28:20,100 - mmaction - INFO - Epoch [109][2140/3757] lr: 3.455e-02, eta: 1 day, 22:29:57, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5711, loss_cls: 3.1746, loss: 3.1746, grad_norm: 3.2684 2020-07-26 20:28:31,446 - mmaction - INFO - Epoch [109][2160/3757] lr: 3.455e-02, eta: 1 day, 22:29:44, time: 0.567, data_time: 0.004, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5344, loss_cls: 3.2854, loss: 3.2854, grad_norm: 3.3009 2020-07-26 20:28:43,006 - mmaction - INFO - Epoch [109][2180/3757] lr: 3.455e-02, eta: 1 day, 22:29:30, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5750, loss_cls: 3.1013, loss: 3.1013, grad_norm: 3.2462 2020-07-26 20:28:54,483 - mmaction - INFO - Epoch [109][2200/3757] lr: 3.455e-02, eta: 1 day, 22:29:17, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5609, loss_cls: 3.1851, loss: 3.1851, grad_norm: 3.1578 2020-07-26 20:29:05,866 - mmaction - INFO - Epoch [109][2220/3757] lr: 3.455e-02, eta: 1 day, 22:29:03, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3258, top5_acc: 0.5680, loss_cls: 3.1545, loss: 3.1545, grad_norm: 3.1683 2020-07-26 20:29:17,419 - mmaction - INFO - Epoch [109][2240/3757] lr: 3.455e-02, eta: 1 day, 22:28:50, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5813, loss_cls: 3.0712, loss: 3.0712, grad_norm: 3.1987 2020-07-26 20:29:28,853 - mmaction - INFO - Epoch [109][2260/3757] lr: 3.455e-02, eta: 1 day, 22:28:37, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5734, loss_cls: 3.0992, loss: 3.0992, grad_norm: 3.2719 2020-07-26 20:29:40,299 - mmaction - INFO - Epoch [109][2280/3757] lr: 3.455e-02, eta: 1 day, 22:28:23, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3180, top5_acc: 0.5602, loss_cls: 3.1853, loss: 3.1853, grad_norm: 3.3305 2020-07-26 20:29:51,716 - mmaction - INFO - Epoch [109][2300/3757] lr: 3.455e-02, eta: 1 day, 22:28:10, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5664, loss_cls: 3.0994, loss: 3.0994, grad_norm: 3.2843 2020-07-26 20:30:03,218 - mmaction - INFO - Epoch [109][2320/3757] lr: 3.455e-02, eta: 1 day, 22:27:56, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5625, loss_cls: 3.0743, loss: 3.0743, grad_norm: 3.2669 2020-07-26 20:30:14,577 - mmaction - INFO - Epoch [109][2340/3757] lr: 3.455e-02, eta: 1 day, 22:27:43, time: 0.568, data_time: 0.001, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5406, loss_cls: 3.1924, loss: 3.1924, grad_norm: 3.2921 2020-07-26 20:30:25,915 - mmaction - INFO - Epoch [109][2360/3757] lr: 3.455e-02, eta: 1 day, 22:27:29, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3250, top5_acc: 0.5773, loss_cls: 3.1450, loss: 3.1450, grad_norm: 3.3055 2020-07-26 20:30:37,358 - mmaction - INFO - Epoch [109][2380/3757] lr: 3.455e-02, eta: 1 day, 22:27:16, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3305, top5_acc: 0.5711, loss_cls: 3.1294, loss: 3.1294, grad_norm: 3.2195 2020-07-26 20:30:48,929 - mmaction - INFO - Epoch [109][2400/3757] lr: 3.455e-02, eta: 1 day, 22:27:02, time: 0.578, data_time: 0.005, memory: 5232, top1_acc: 0.3320, top5_acc: 0.5656, loss_cls: 3.1483, loss: 3.1483, grad_norm: 3.1864 2020-07-26 20:31:00,346 - mmaction - INFO - Epoch [109][2420/3757] lr: 3.455e-02, eta: 1 day, 22:26:49, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3352, top5_acc: 0.5633, loss_cls: 3.1312, loss: 3.1312, grad_norm: 3.3105 2020-07-26 20:31:11,842 - mmaction - INFO - Epoch [109][2440/3757] lr: 3.455e-02, eta: 1 day, 22:26:35, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5578, loss_cls: 3.0841, loss: 3.0841, grad_norm: 3.2011 2020-07-26 20:31:23,206 - mmaction - INFO - Epoch [109][2460/3757] lr: 3.455e-02, eta: 1 day, 22:26:22, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5766, loss_cls: 3.0587, loss: 3.0587, grad_norm: 3.3208 2020-07-26 20:31:34,759 - mmaction - INFO - Epoch [109][2480/3757] lr: 3.455e-02, eta: 1 day, 22:26:08, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3148, top5_acc: 0.5680, loss_cls: 3.1652, loss: 3.1652, grad_norm: 3.2734 2020-07-26 20:31:46,172 - mmaction - INFO - Epoch [109][2500/3757] lr: 3.455e-02, eta: 1 day, 22:25:55, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3266, top5_acc: 0.5906, loss_cls: 3.0875, loss: 3.0875, grad_norm: 3.2718 2020-07-26 20:31:57,602 - mmaction - INFO - Epoch [109][2520/3757] lr: 3.455e-02, eta: 1 day, 22:25:41, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3430, top5_acc: 0.5781, loss_cls: 3.0532, loss: 3.0532, grad_norm: 3.2900 2020-07-26 20:32:09,031 - mmaction - INFO - Epoch [109][2540/3757] lr: 3.455e-02, eta: 1 day, 22:25:28, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5641, loss_cls: 3.1860, loss: 3.1860, grad_norm: 3.3128 2020-07-26 20:32:20,513 - mmaction - INFO - Epoch [109][2560/3757] lr: 3.455e-02, eta: 1 day, 22:25:14, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3320, top5_acc: 0.5734, loss_cls: 3.0958, loss: 3.0958, grad_norm: 3.3000 2020-07-26 20:32:31,960 - mmaction - INFO - Epoch [109][2580/3757] lr: 3.455e-02, eta: 1 day, 22:25:01, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3203, top5_acc: 0.6000, loss_cls: 3.0637, loss: 3.0637, grad_norm: 3.3538 2020-07-26 20:32:43,481 - mmaction - INFO - Epoch [109][2600/3757] lr: 3.455e-02, eta: 1 day, 22:24:48, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3523, top5_acc: 0.5922, loss_cls: 3.0206, loss: 3.0206, grad_norm: 3.3428 2020-07-26 20:32:54,942 - mmaction - INFO - Epoch [109][2620/3757] lr: 3.455e-02, eta: 1 day, 22:24:34, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3250, top5_acc: 0.5727, loss_cls: 3.1069, loss: 3.1069, grad_norm: 3.2660 2020-07-26 20:33:06,564 - mmaction - INFO - Epoch [109][2640/3757] lr: 3.455e-02, eta: 1 day, 22:24:21, time: 0.581, data_time: 0.018, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5664, loss_cls: 3.2021, loss: 3.2021, grad_norm: 3.4291 2020-07-26 20:33:17,875 - mmaction - INFO - Epoch [109][2660/3757] lr: 3.455e-02, eta: 1 day, 22:24:07, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3320, top5_acc: 0.5781, loss_cls: 3.0594, loss: 3.0594, grad_norm: 3.1890 2020-07-26 20:33:29,303 - mmaction - INFO - Epoch [109][2680/3757] lr: 3.455e-02, eta: 1 day, 22:23:54, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5703, loss_cls: 3.1573, loss: 3.1573, grad_norm: 3.2564 2020-07-26 20:33:40,730 - mmaction - INFO - Epoch [109][2700/3757] lr: 3.455e-02, eta: 1 day, 22:23:40, time: 0.571, data_time: 0.006, memory: 5232, top1_acc: 0.3266, top5_acc: 0.5461, loss_cls: 3.1500, loss: 3.1500, grad_norm: 3.2729 2020-07-26 20:33:52,165 - mmaction - INFO - Epoch [109][2720/3757] lr: 3.455e-02, eta: 1 day, 22:23:27, time: 0.571, data_time: 0.006, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5508, loss_cls: 3.1863, loss: 3.1863, grad_norm: 3.2870 2020-07-26 20:34:03,582 - mmaction - INFO - Epoch [109][2740/3757] lr: 3.455e-02, eta: 1 day, 22:23:13, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3305, top5_acc: 0.5773, loss_cls: 3.0949, loss: 3.0949, grad_norm: 3.2166 2020-07-26 20:34:15,038 - mmaction - INFO - Epoch [109][2760/3757] lr: 3.455e-02, eta: 1 day, 22:23:00, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5758, loss_cls: 3.0893, loss: 3.0893, grad_norm: 3.2234 2020-07-26 20:34:26,503 - mmaction - INFO - Epoch [109][2780/3757] lr: 3.455e-02, eta: 1 day, 22:22:46, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3180, top5_acc: 0.5695, loss_cls: 3.1566, loss: 3.1566, grad_norm: 3.3080 2020-07-26 20:34:37,899 - mmaction - INFO - Epoch [109][2800/3757] lr: 3.455e-02, eta: 1 day, 22:22:33, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3250, top5_acc: 0.5680, loss_cls: 3.1942, loss: 3.1942, grad_norm: 3.2642 2020-07-26 20:34:49,265 - mmaction - INFO - Epoch [109][2820/3757] lr: 3.455e-02, eta: 1 day, 22:22:19, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3141, top5_acc: 0.5523, loss_cls: 3.1993, loss: 3.1993, grad_norm: 3.1666 2020-07-26 20:35:00,744 - mmaction - INFO - Epoch [109][2840/3757] lr: 3.455e-02, eta: 1 day, 22:22:06, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3438, top5_acc: 0.5711, loss_cls: 3.0969, loss: 3.0969, grad_norm: 3.1558 2020-07-26 20:35:12,213 - mmaction - INFO - Epoch [109][2860/3757] lr: 3.455e-02, eta: 1 day, 22:21:52, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5820, loss_cls: 3.0882, loss: 3.0882, grad_norm: 3.2195 2020-07-26 20:35:23,646 - mmaction - INFO - Epoch [109][2880/3757] lr: 3.455e-02, eta: 1 day, 22:21:39, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3359, top5_acc: 0.5711, loss_cls: 3.1305, loss: 3.1305, grad_norm: 3.2160 2020-07-26 20:35:34,951 - mmaction - INFO - Epoch [109][2900/3757] lr: 3.455e-02, eta: 1 day, 22:21:25, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5609, loss_cls: 3.1748, loss: 3.1748, grad_norm: 3.2212 2020-07-26 20:35:46,550 - mmaction - INFO - Epoch [109][2920/3757] lr: 3.455e-02, eta: 1 day, 22:21:12, time: 0.580, data_time: 0.017, memory: 5232, top1_acc: 0.3367, top5_acc: 0.5461, loss_cls: 3.1485, loss: 3.1485, grad_norm: 3.1869 2020-07-26 20:35:58,174 - mmaction - INFO - Epoch [109][2940/3757] lr: 3.455e-02, eta: 1 day, 22:20:59, time: 0.581, data_time: 0.020, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5695, loss_cls: 3.1439, loss: 3.1439, grad_norm: 3.3066 2020-07-26 20:36:09,681 - mmaction - INFO - Epoch [109][2960/3757] lr: 3.455e-02, eta: 1 day, 22:20:45, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3320, top5_acc: 0.5805, loss_cls: 3.1040, loss: 3.1040, grad_norm: 3.2733 2020-07-26 20:36:21,139 - mmaction - INFO - Epoch [109][2980/3757] lr: 3.455e-02, eta: 1 day, 22:20:32, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3367, top5_acc: 0.5969, loss_cls: 3.0476, loss: 3.0476, grad_norm: 3.2134 2020-07-26 20:36:32,914 - mmaction - INFO - Epoch [109][3000/3757] lr: 3.455e-02, eta: 1 day, 22:20:19, time: 0.588, data_time: 0.015, memory: 5232, top1_acc: 0.3305, top5_acc: 0.5687, loss_cls: 3.0818, loss: 3.0818, grad_norm: 3.3357 2020-07-26 20:36:44,650 - mmaction - INFO - Epoch [109][3020/3757] lr: 3.455e-02, eta: 1 day, 22:20:06, time: 0.587, data_time: 0.022, memory: 5232, top1_acc: 0.3250, top5_acc: 0.5820, loss_cls: 3.0911, loss: 3.0911, grad_norm: 3.2850 2020-07-26 20:36:56,291 - mmaction - INFO - Epoch [109][3040/3757] lr: 3.455e-02, eta: 1 day, 22:19:52, time: 0.582, data_time: 0.017, memory: 5232, top1_acc: 0.3250, top5_acc: 0.5758, loss_cls: 3.0939, loss: 3.0939, grad_norm: 3.2294 2020-07-26 20:37:08,053 - mmaction - INFO - Epoch [109][3060/3757] lr: 3.455e-02, eta: 1 day, 22:19:39, time: 0.588, data_time: 0.025, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5578, loss_cls: 3.1623, loss: 3.1623, grad_norm: 3.2944 2020-07-26 20:37:19,811 - mmaction - INFO - Epoch [109][3080/3757] lr: 3.455e-02, eta: 1 day, 22:19:26, time: 0.588, data_time: 0.015, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5883, loss_cls: 3.0240, loss: 3.0240, grad_norm: 3.2951 2020-07-26 20:37:31,266 - mmaction - INFO - Epoch [109][3100/3757] lr: 3.455e-02, eta: 1 day, 22:19:13, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5508, loss_cls: 3.2273, loss: 3.2273, grad_norm: 3.3346 2020-07-26 20:37:42,641 - mmaction - INFO - Epoch [109][3120/3757] lr: 3.455e-02, eta: 1 day, 22:18:59, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5633, loss_cls: 3.1443, loss: 3.1443, grad_norm: 3.2454 2020-07-26 20:37:54,158 - mmaction - INFO - Epoch [109][3140/3757] lr: 3.455e-02, eta: 1 day, 22:18:46, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3266, top5_acc: 0.5938, loss_cls: 3.0754, loss: 3.0754, grad_norm: 3.2945 2020-07-26 20:38:05,702 - mmaction - INFO - Epoch [109][3160/3757] lr: 3.455e-02, eta: 1 day, 22:18:32, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5492, loss_cls: 3.1857, loss: 3.1857, grad_norm: 3.2701 2020-07-26 20:38:17,032 - mmaction - INFO - Epoch [109][3180/3757] lr: 3.455e-02, eta: 1 day, 22:18:19, time: 0.566, data_time: 0.001, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5422, loss_cls: 3.2111, loss: 3.2111, grad_norm: 3.2250 2020-07-26 20:38:28,425 - mmaction - INFO - Epoch [109][3200/3757] lr: 3.455e-02, eta: 1 day, 22:18:05, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5547, loss_cls: 3.2399, loss: 3.2399, grad_norm: 3.2684 2020-07-26 20:38:39,859 - mmaction - INFO - Epoch [109][3220/3757] lr: 3.455e-02, eta: 1 day, 22:17:52, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3430, top5_acc: 0.5898, loss_cls: 3.0653, loss: 3.0653, grad_norm: 3.2224 2020-07-26 20:38:51,305 - mmaction - INFO - Epoch [109][3240/3757] lr: 3.455e-02, eta: 1 day, 22:17:38, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5781, loss_cls: 3.1461, loss: 3.1461, grad_norm: 3.2248 2020-07-26 20:39:02,701 - mmaction - INFO - Epoch [109][3260/3757] lr: 3.455e-02, eta: 1 day, 22:17:25, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5602, loss_cls: 3.1648, loss: 3.1648, grad_norm: 3.2400 2020-07-26 20:39:14,560 - mmaction - INFO - Epoch [109][3280/3757] lr: 3.455e-02, eta: 1 day, 22:17:12, time: 0.593, data_time: 0.028, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5586, loss_cls: 3.1610, loss: 3.1610, grad_norm: 3.2163 2020-07-26 20:39:25,965 - mmaction - INFO - Epoch [109][3300/3757] lr: 3.455e-02, eta: 1 day, 22:16:58, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3203, top5_acc: 0.5680, loss_cls: 3.1389, loss: 3.1389, grad_norm: 3.2221 2020-07-26 20:39:37,301 - mmaction - INFO - Epoch [109][3320/3757] lr: 3.455e-02, eta: 1 day, 22:16:45, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3250, top5_acc: 0.5813, loss_cls: 3.1588, loss: 3.1588, grad_norm: 3.2717 2020-07-26 20:39:48,765 - mmaction - INFO - Epoch [109][3340/3757] lr: 3.455e-02, eta: 1 day, 22:16:31, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5789, loss_cls: 3.1208, loss: 3.1208, grad_norm: 3.2603 2020-07-26 20:40:00,172 - mmaction - INFO - Epoch [109][3360/3757] lr: 3.455e-02, eta: 1 day, 22:16:18, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5672, loss_cls: 3.0924, loss: 3.0924, grad_norm: 3.2520 2020-07-26 20:40:11,595 - mmaction - INFO - Epoch [109][3380/3757] lr: 3.455e-02, eta: 1 day, 22:16:04, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5633, loss_cls: 3.1916, loss: 3.1916, grad_norm: 3.2605 2020-07-26 20:40:23,073 - mmaction - INFO - Epoch [109][3400/3757] lr: 3.455e-02, eta: 1 day, 22:15:51, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3422, top5_acc: 0.5898, loss_cls: 3.0520, loss: 3.0520, grad_norm: 3.1675 2020-07-26 20:40:34,599 - mmaction - INFO - Epoch [109][3420/3757] lr: 3.455e-02, eta: 1 day, 22:15:37, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3352, top5_acc: 0.5734, loss_cls: 3.1171, loss: 3.1171, grad_norm: 3.2308 2020-07-26 20:40:46,013 - mmaction - INFO - Epoch [109][3440/3757] lr: 3.455e-02, eta: 1 day, 22:15:24, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.3133, top5_acc: 0.5523, loss_cls: 3.1767, loss: 3.1767, grad_norm: 3.2868 2020-07-26 20:40:57,505 - mmaction - INFO - Epoch [109][3460/3757] lr: 3.455e-02, eta: 1 day, 22:15:10, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.3375, top5_acc: 0.5891, loss_cls: 3.0063, loss: 3.0063, grad_norm: 3.2462 2020-07-26 20:41:08,902 - mmaction - INFO - Epoch [109][3480/3757] lr: 3.455e-02, eta: 1 day, 22:14:57, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5516, loss_cls: 3.2513, loss: 3.2513, grad_norm: 3.3443 2020-07-26 20:41:20,301 - mmaction - INFO - Epoch [109][3500/3757] lr: 3.455e-02, eta: 1 day, 22:14:43, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3352, top5_acc: 0.5859, loss_cls: 3.0599, loss: 3.0599, grad_norm: 3.0883 2020-07-26 20:41:31,635 - mmaction - INFO - Epoch [109][3520/3757] lr: 3.455e-02, eta: 1 day, 22:14:30, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5766, loss_cls: 3.0780, loss: 3.0780, grad_norm: 3.2994 2020-07-26 20:41:42,964 - mmaction - INFO - Epoch [109][3540/3757] lr: 3.455e-02, eta: 1 day, 22:14:16, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5656, loss_cls: 3.1199, loss: 3.1199, grad_norm: 3.3275 2020-07-26 20:41:54,462 - mmaction - INFO - Epoch [109][3560/3757] lr: 3.455e-02, eta: 1 day, 22:14:03, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5625, loss_cls: 3.1942, loss: 3.1942, grad_norm: 3.3100 2020-07-26 20:42:05,890 - mmaction - INFO - Epoch [109][3580/3757] lr: 3.455e-02, eta: 1 day, 22:13:49, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3383, top5_acc: 0.5867, loss_cls: 3.0590, loss: 3.0590, grad_norm: 3.2626 2020-07-26 20:42:17,355 - mmaction - INFO - Epoch [109][3600/3757] lr: 3.455e-02, eta: 1 day, 22:13:36, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5836, loss_cls: 3.0910, loss: 3.0910, grad_norm: 3.4258 2020-07-26 20:42:28,638 - mmaction - INFO - Epoch [109][3620/3757] lr: 3.455e-02, eta: 1 day, 22:13:22, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.3344, top5_acc: 0.5750, loss_cls: 3.0522, loss: 3.0522, grad_norm: 3.2705 2020-07-26 20:42:39,994 - mmaction - INFO - Epoch [109][3640/3757] lr: 3.455e-02, eta: 1 day, 22:13:09, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.3375, top5_acc: 0.5719, loss_cls: 3.0966, loss: 3.0966, grad_norm: 3.2962 2020-07-26 20:42:51,319 - mmaction - INFO - Epoch [109][3660/3757] lr: 3.455e-02, eta: 1 day, 22:12:55, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5609, loss_cls: 3.1418, loss: 3.1418, grad_norm: 3.3594 2020-07-26 20:43:02,745 - mmaction - INFO - Epoch [109][3680/3757] lr: 3.455e-02, eta: 1 day, 22:12:42, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3578, top5_acc: 0.5938, loss_cls: 2.9823, loss: 2.9823, grad_norm: 3.2964 2020-07-26 20:43:14,246 - mmaction - INFO - Epoch [109][3700/3757] lr: 3.455e-02, eta: 1 day, 22:12:28, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3258, top5_acc: 0.5555, loss_cls: 3.1620, loss: 3.1620, grad_norm: 3.4039 2020-07-26 20:43:25,691 - mmaction - INFO - Epoch [109][3720/3757] lr: 3.455e-02, eta: 1 day, 22:12:15, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3148, top5_acc: 0.5727, loss_cls: 3.1574, loss: 3.1574, grad_norm: 3.3751 2020-07-26 20:43:37,047 - mmaction - INFO - Epoch [109][3740/3757] lr: 3.455e-02, eta: 1 day, 22:12:01, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5719, loss_cls: 3.1282, loss: 3.1282, grad_norm: 3.2304 2020-07-26 20:47:40,960 - mmaction - INFO - Epoch [110][20/3757] lr: 3.372e-02, eta: 1 day, 22:14:57, time: 11.484, data_time: 10.796, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5648, loss_cls: 3.1109, loss: 3.1109, grad_norm: 3.2753 2020-07-26 20:47:52,371 - mmaction - INFO - Epoch [110][40/3757] lr: 3.372e-02, eta: 1 day, 22:14:43, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.3398, top5_acc: 0.5906, loss_cls: 3.0412, loss: 3.0412, grad_norm: 3.2494 2020-07-26 20:48:03,714 - mmaction - INFO - Epoch [110][60/3757] lr: 3.372e-02, eta: 1 day, 22:14:30, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5656, loss_cls: 3.1094, loss: 3.1094, grad_norm: 3.3194 2020-07-26 20:48:15,103 - mmaction - INFO - Epoch [110][80/3757] lr: 3.372e-02, eta: 1 day, 22:14:16, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.3414, top5_acc: 0.5867, loss_cls: 3.0228, loss: 3.0228, grad_norm: 3.3327 2020-07-26 20:48:26,436 - mmaction - INFO - Epoch [110][100/3757] lr: 3.372e-02, eta: 1 day, 22:14:02, time: 0.567, data_time: 0.004, memory: 5232, top1_acc: 0.3555, top5_acc: 0.5906, loss_cls: 3.0402, loss: 3.0402, grad_norm: 3.2785 2020-07-26 20:48:37,747 - mmaction - INFO - Epoch [110][120/3757] lr: 3.372e-02, eta: 1 day, 22:13:49, time: 0.566, data_time: 0.004, memory: 5232, top1_acc: 0.3375, top5_acc: 0.5680, loss_cls: 3.1194, loss: 3.1194, grad_norm: 3.3456 2020-07-26 20:48:49,113 - mmaction - INFO - Epoch [110][140/3757] lr: 3.372e-02, eta: 1 day, 22:13:35, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3320, top5_acc: 0.5938, loss_cls: 3.0480, loss: 3.0480, grad_norm: 3.2267 2020-07-26 20:49:00,414 - mmaction - INFO - Epoch [110][160/3757] lr: 3.372e-02, eta: 1 day, 22:13:22, time: 0.565, data_time: 0.002, memory: 5232, top1_acc: 0.3250, top5_acc: 0.5781, loss_cls: 3.0855, loss: 3.0855, grad_norm: 3.2574 2020-07-26 20:49:11,779 - mmaction - INFO - Epoch [110][180/3757] lr: 3.372e-02, eta: 1 day, 22:13:08, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5789, loss_cls: 3.0650, loss: 3.0650, grad_norm: 3.1435 2020-07-26 20:49:23,157 - mmaction - INFO - Epoch [110][200/3757] lr: 3.372e-02, eta: 1 day, 22:12:54, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5602, loss_cls: 3.1059, loss: 3.1059, grad_norm: 3.2246 2020-07-26 20:49:34,539 - mmaction - INFO - Epoch [110][220/3757] lr: 3.372e-02, eta: 1 day, 22:12:41, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5656, loss_cls: 3.1142, loss: 3.1142, grad_norm: 3.1907 2020-07-26 20:49:45,924 - mmaction - INFO - Epoch [110][240/3757] lr: 3.372e-02, eta: 1 day, 22:12:27, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.5883, loss_cls: 3.0213, loss: 3.0213, grad_norm: 3.2318 2020-07-26 20:49:57,285 - mmaction - INFO - Epoch [110][260/3757] lr: 3.372e-02, eta: 1 day, 22:12:14, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3133, top5_acc: 0.5719, loss_cls: 3.1395, loss: 3.1395, grad_norm: 3.3595 2020-07-26 20:50:08,702 - mmaction - INFO - Epoch [110][280/3757] lr: 3.372e-02, eta: 1 day, 22:12:00, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5922, loss_cls: 3.0345, loss: 3.0345, grad_norm: 3.2100 2020-07-26 20:50:20,393 - mmaction - INFO - Epoch [110][300/3757] lr: 3.372e-02, eta: 1 day, 22:11:47, time: 0.584, data_time: 0.019, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5727, loss_cls: 3.0947, loss: 3.0947, grad_norm: 3.2504 2020-07-26 20:50:31,899 - mmaction - INFO - Epoch [110][320/3757] lr: 3.372e-02, eta: 1 day, 22:11:34, time: 0.575, data_time: 0.009, memory: 5232, top1_acc: 0.3539, top5_acc: 0.5914, loss_cls: 2.9690, loss: 2.9690, grad_norm: 3.2386 2020-07-26 20:50:43,295 - mmaction - INFO - Epoch [110][340/3757] lr: 3.372e-02, eta: 1 day, 22:11:20, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5648, loss_cls: 3.1802, loss: 3.1802, grad_norm: 3.3546 2020-07-26 20:50:54,641 - mmaction - INFO - Epoch [110][360/3757] lr: 3.372e-02, eta: 1 day, 22:11:07, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3305, top5_acc: 0.5609, loss_cls: 3.1332, loss: 3.1332, grad_norm: 3.3349 2020-07-26 20:51:06,031 - mmaction - INFO - Epoch [110][380/3757] lr: 3.372e-02, eta: 1 day, 22:10:53, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3266, top5_acc: 0.5906, loss_cls: 3.0801, loss: 3.0801, grad_norm: 3.3054 2020-07-26 20:51:17,371 - mmaction - INFO - Epoch [110][400/3757] lr: 3.372e-02, eta: 1 day, 22:10:39, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5750, loss_cls: 3.1452, loss: 3.1452, grad_norm: 3.3368 2020-07-26 20:51:28,696 - mmaction - INFO - Epoch [110][420/3757] lr: 3.372e-02, eta: 1 day, 22:10:26, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5781, loss_cls: 3.0572, loss: 3.0572, grad_norm: 3.3474 2020-07-26 20:51:40,079 - mmaction - INFO - Epoch [110][440/3757] lr: 3.372e-02, eta: 1 day, 22:10:12, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5633, loss_cls: 3.1997, loss: 3.1997, grad_norm: 3.3307 2020-07-26 20:51:51,586 - mmaction - INFO - Epoch [110][460/3757] lr: 3.372e-02, eta: 1 day, 22:09:59, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5555, loss_cls: 3.1539, loss: 3.1539, grad_norm: 3.3601 2020-07-26 20:52:02,997 - mmaction - INFO - Epoch [110][480/3757] lr: 3.372e-02, eta: 1 day, 22:09:45, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5594, loss_cls: 3.1841, loss: 3.1841, grad_norm: 3.2890 2020-07-26 20:52:14,407 - mmaction - INFO - Epoch [110][500/3757] lr: 3.372e-02, eta: 1 day, 22:09:32, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3250, top5_acc: 0.5789, loss_cls: 3.0394, loss: 3.0394, grad_norm: 3.3340 2020-07-26 20:52:25,916 - mmaction - INFO - Epoch [110][520/3757] lr: 3.372e-02, eta: 1 day, 22:09:19, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3203, top5_acc: 0.5773, loss_cls: 3.1484, loss: 3.1484, grad_norm: 3.3081 2020-07-26 20:52:37,315 - mmaction - INFO - Epoch [110][540/3757] lr: 3.372e-02, eta: 1 day, 22:09:05, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3414, top5_acc: 0.5891, loss_cls: 3.0222, loss: 3.0222, grad_norm: 3.3411 2020-07-26 20:52:48,771 - mmaction - INFO - Epoch [110][560/3757] lr: 3.372e-02, eta: 1 day, 22:08:52, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5813, loss_cls: 3.1788, loss: 3.1788, grad_norm: 3.3348 2020-07-26 20:53:00,148 - mmaction - INFO - Epoch [110][580/3757] lr: 3.372e-02, eta: 1 day, 22:08:38, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5711, loss_cls: 3.1541, loss: 3.1541, grad_norm: 3.2064 2020-07-26 20:53:11,613 - mmaction - INFO - Epoch [110][600/3757] lr: 3.372e-02, eta: 1 day, 22:08:25, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5578, loss_cls: 3.1687, loss: 3.1687, grad_norm: 3.2402 2020-07-26 20:53:23,052 - mmaction - INFO - Epoch [110][620/3757] lr: 3.372e-02, eta: 1 day, 22:08:11, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5633, loss_cls: 3.1758, loss: 3.1758, grad_norm: 3.2872 2020-07-26 20:53:34,479 - mmaction - INFO - Epoch [110][640/3757] lr: 3.372e-02, eta: 1 day, 22:07:58, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3445, top5_acc: 0.5836, loss_cls: 3.0526, loss: 3.0526, grad_norm: 3.2808 2020-07-26 20:53:45,877 - mmaction - INFO - Epoch [110][660/3757] lr: 3.372e-02, eta: 1 day, 22:07:44, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3430, top5_acc: 0.6008, loss_cls: 3.0026, loss: 3.0026, grad_norm: 3.1847 2020-07-26 20:53:57,255 - mmaction - INFO - Epoch [110][680/3757] lr: 3.372e-02, eta: 1 day, 22:07:31, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3414, top5_acc: 0.5898, loss_cls: 3.0032, loss: 3.0032, grad_norm: 3.2357 2020-07-26 20:54:08,734 - mmaction - INFO - Epoch [110][700/3757] lr: 3.372e-02, eta: 1 day, 22:07:17, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5828, loss_cls: 3.0945, loss: 3.0945, grad_norm: 3.3337 2020-07-26 20:54:20,130 - mmaction - INFO - Epoch [110][720/3757] lr: 3.372e-02, eta: 1 day, 22:07:04, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.5875, loss_cls: 2.9699, loss: 2.9699, grad_norm: 3.2173 2020-07-26 20:54:31,497 - mmaction - INFO - Epoch [110][740/3757] lr: 3.372e-02, eta: 1 day, 22:06:50, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3258, top5_acc: 0.5727, loss_cls: 3.0390, loss: 3.0390, grad_norm: 3.3342 2020-07-26 20:54:42,883 - mmaction - INFO - Epoch [110][760/3757] lr: 3.372e-02, eta: 1 day, 22:06:36, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5844, loss_cls: 3.0826, loss: 3.0826, grad_norm: 3.3359 2020-07-26 20:54:54,438 - mmaction - INFO - Epoch [110][780/3757] lr: 3.372e-02, eta: 1 day, 22:06:23, time: 0.577, data_time: 0.008, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5641, loss_cls: 3.1618, loss: 3.1618, grad_norm: 3.3386 2020-07-26 20:55:05,823 - mmaction - INFO - Epoch [110][800/3757] lr: 3.372e-02, eta: 1 day, 22:06:10, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5789, loss_cls: 3.1166, loss: 3.1166, grad_norm: 3.2240 2020-07-26 20:55:17,191 - mmaction - INFO - Epoch [110][820/3757] lr: 3.372e-02, eta: 1 day, 22:05:56, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3539, top5_acc: 0.5813, loss_cls: 3.0161, loss: 3.0161, grad_norm: 3.2376 2020-07-26 20:55:28,587 - mmaction - INFO - Epoch [110][840/3757] lr: 3.372e-02, eta: 1 day, 22:05:43, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3328, top5_acc: 0.5711, loss_cls: 3.0846, loss: 3.0846, grad_norm: 3.3161 2020-07-26 20:55:40,018 - mmaction - INFO - Epoch [110][860/3757] lr: 3.372e-02, eta: 1 day, 22:05:29, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5883, loss_cls: 3.0257, loss: 3.0257, grad_norm: 3.2665 2020-07-26 20:55:51,449 - mmaction - INFO - Epoch [110][880/3757] lr: 3.372e-02, eta: 1 day, 22:05:16, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5609, loss_cls: 3.1267, loss: 3.1267, grad_norm: 3.3661 2020-07-26 20:56:02,812 - mmaction - INFO - Epoch [110][900/3757] lr: 3.372e-02, eta: 1 day, 22:05:02, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3242, top5_acc: 0.5938, loss_cls: 3.0568, loss: 3.0568, grad_norm: 3.3642 2020-07-26 20:56:14,290 - mmaction - INFO - Epoch [110][920/3757] lr: 3.372e-02, eta: 1 day, 22:04:49, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3180, top5_acc: 0.5531, loss_cls: 3.1702, loss: 3.1702, grad_norm: 3.3956 2020-07-26 20:56:25,619 - mmaction - INFO - Epoch [110][940/3757] lr: 3.372e-02, eta: 1 day, 22:04:35, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3281, top5_acc: 0.5750, loss_cls: 3.0639, loss: 3.0639, grad_norm: 3.1966 2020-07-26 20:56:37,054 - mmaction - INFO - Epoch [110][960/3757] lr: 3.372e-02, eta: 1 day, 22:04:22, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5578, loss_cls: 3.1943, loss: 3.1943, grad_norm: 3.3317 2020-07-26 20:56:48,529 - mmaction - INFO - Epoch [110][980/3757] lr: 3.372e-02, eta: 1 day, 22:04:08, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3438, top5_acc: 0.5805, loss_cls: 3.0115, loss: 3.0115, grad_norm: 3.2330 2020-07-26 20:56:59,942 - mmaction - INFO - Epoch [110][1000/3757] lr: 3.372e-02, eta: 1 day, 22:03:55, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3336, top5_acc: 0.5617, loss_cls: 3.0754, loss: 3.0754, grad_norm: 3.3283 2020-07-26 20:57:11,353 - mmaction - INFO - Epoch [110][1020/3757] lr: 3.372e-02, eta: 1 day, 22:03:41, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3438, top5_acc: 0.5828, loss_cls: 3.0343, loss: 3.0343, grad_norm: 3.3814 2020-07-26 20:57:22,700 - mmaction - INFO - Epoch [110][1040/3757] lr: 3.372e-02, eta: 1 day, 22:03:28, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.3383, top5_acc: 0.5859, loss_cls: 3.0711, loss: 3.0711, grad_norm: 3.2774 2020-07-26 20:57:34,152 - mmaction - INFO - Epoch [110][1060/3757] lr: 3.372e-02, eta: 1 day, 22:03:14, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5687, loss_cls: 3.1618, loss: 3.1618, grad_norm: 3.3703 2020-07-26 20:57:45,523 - mmaction - INFO - Epoch [110][1080/3757] lr: 3.372e-02, eta: 1 day, 22:03:01, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3258, top5_acc: 0.5664, loss_cls: 3.1325, loss: 3.1325, grad_norm: 3.2771 2020-07-26 20:57:56,864 - mmaction - INFO - Epoch [110][1100/3757] lr: 3.372e-02, eta: 1 day, 22:02:47, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3367, top5_acc: 0.5711, loss_cls: 3.0989, loss: 3.0989, grad_norm: 3.2209 2020-07-26 20:58:08,308 - mmaction - INFO - Epoch [110][1120/3757] lr: 3.372e-02, eta: 1 day, 22:02:34, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3133, top5_acc: 0.5609, loss_cls: 3.1468, loss: 3.1468, grad_norm: 3.4697 2020-07-26 20:58:19,849 - mmaction - INFO - Epoch [110][1140/3757] lr: 3.372e-02, eta: 1 day, 22:02:20, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3242, top5_acc: 0.5727, loss_cls: 3.1065, loss: 3.1065, grad_norm: 3.3923 2020-07-26 20:58:31,284 - mmaction - INFO - Epoch [110][1160/3757] lr: 3.372e-02, eta: 1 day, 22:02:07, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3305, top5_acc: 0.5781, loss_cls: 3.1428, loss: 3.1428, grad_norm: 3.2281 2020-07-26 20:58:43,082 - mmaction - INFO - Epoch [110][1180/3757] lr: 3.372e-02, eta: 1 day, 22:01:54, time: 0.590, data_time: 0.024, memory: 5232, top1_acc: 0.3469, top5_acc: 0.5797, loss_cls: 3.0374, loss: 3.0374, grad_norm: 3.2712 2020-07-26 20:58:54,457 - mmaction - INFO - Epoch [110][1200/3757] lr: 3.372e-02, eta: 1 day, 22:01:40, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3328, top5_acc: 0.5930, loss_cls: 3.0558, loss: 3.0558, grad_norm: 3.2637 2020-07-26 20:59:05,861 - mmaction - INFO - Epoch [110][1220/3757] lr: 3.372e-02, eta: 1 day, 22:01:27, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3320, top5_acc: 0.5664, loss_cls: 3.1240, loss: 3.1240, grad_norm: 3.2963 2020-07-26 20:59:17,365 - mmaction - INFO - Epoch [110][1240/3757] lr: 3.372e-02, eta: 1 day, 22:01:13, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3266, top5_acc: 0.5672, loss_cls: 3.0991, loss: 3.0991, grad_norm: 3.2204 2020-07-26 20:59:28,722 - mmaction - INFO - Epoch [110][1260/3757] lr: 3.372e-02, eta: 1 day, 22:01:00, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3133, top5_acc: 0.5727, loss_cls: 3.1218, loss: 3.1218, grad_norm: 3.4015 2020-07-26 20:59:40,094 - mmaction - INFO - Epoch [110][1280/3757] lr: 3.372e-02, eta: 1 day, 22:00:46, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5547, loss_cls: 3.1877, loss: 3.1877, grad_norm: 3.3384 2020-07-26 20:59:51,537 - mmaction - INFO - Epoch [110][1300/3757] lr: 3.372e-02, eta: 1 day, 22:00:33, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3328, top5_acc: 0.5687, loss_cls: 3.1435, loss: 3.1435, grad_norm: 3.2754 2020-07-26 21:00:06,001 - mmaction - INFO - Epoch [110][1320/3757] lr: 3.372e-02, eta: 1 day, 22:00:21, time: 0.686, data_time: 0.004, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5797, loss_cls: 3.1440, loss: 3.1440, grad_norm: 3.2741 2020-07-26 21:00:20,047 - mmaction - INFO - Epoch [110][1340/3757] lr: 3.372e-02, eta: 1 day, 22:00:11, time: 0.739, data_time: 0.042, memory: 5232, top1_acc: 0.3406, top5_acc: 0.5648, loss_cls: 3.0560, loss: 3.0560, grad_norm: 3.2101 2020-07-26 21:00:31,648 - mmaction - INFO - Epoch [110][1360/3757] lr: 3.372e-02, eta: 1 day, 21:59:58, time: 0.580, data_time: 0.004, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5500, loss_cls: 3.2118, loss: 3.2118, grad_norm: 3.3504 2020-07-26 21:00:43,192 - mmaction - INFO - Epoch [110][1380/3757] lr: 3.372e-02, eta: 1 day, 21:59:44, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3352, top5_acc: 0.5930, loss_cls: 3.0346, loss: 3.0346, grad_norm: 3.2580 2020-07-26 21:00:54,576 - mmaction - INFO - Epoch [110][1400/3757] lr: 3.372e-02, eta: 1 day, 21:59:31, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.3352, top5_acc: 0.5750, loss_cls: 3.0281, loss: 3.0281, grad_norm: 3.2378 2020-07-26 21:01:05,892 - mmaction - INFO - Epoch [110][1420/3757] lr: 3.372e-02, eta: 1 day, 21:59:17, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3445, top5_acc: 0.5805, loss_cls: 3.0612, loss: 3.0612, grad_norm: 3.2586 2020-07-26 21:01:17,339 - mmaction - INFO - Epoch [110][1440/3757] lr: 3.372e-02, eta: 1 day, 21:59:04, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5656, loss_cls: 3.2373, loss: 3.2373, grad_norm: 3.4015 2020-07-26 21:01:28,752 - mmaction - INFO - Epoch [110][1460/3757] lr: 3.372e-02, eta: 1 day, 21:58:50, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3180, top5_acc: 0.5563, loss_cls: 3.1258, loss: 3.1258, grad_norm: 3.2229 2020-07-26 21:01:40,154 - mmaction - INFO - Epoch [110][1480/3757] lr: 3.372e-02, eta: 1 day, 21:58:37, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3469, top5_acc: 0.6016, loss_cls: 3.0397, loss: 3.0397, grad_norm: 3.2619 2020-07-26 21:01:51,588 - mmaction - INFO - Epoch [110][1500/3757] lr: 3.372e-02, eta: 1 day, 21:58:23, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5789, loss_cls: 3.0640, loss: 3.0640, grad_norm: 3.3066 2020-07-26 21:02:03,030 - mmaction - INFO - Epoch [110][1520/3757] lr: 3.372e-02, eta: 1 day, 21:58:10, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5797, loss_cls: 3.1026, loss: 3.1026, grad_norm: 3.3539 2020-07-26 21:02:14,506 - mmaction - INFO - Epoch [110][1540/3757] lr: 3.372e-02, eta: 1 day, 21:57:56, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3352, top5_acc: 0.5773, loss_cls: 3.0484, loss: 3.0484, grad_norm: 3.3345 2020-07-26 21:02:25,998 - mmaction - INFO - Epoch [110][1560/3757] lr: 3.372e-02, eta: 1 day, 21:57:43, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5781, loss_cls: 3.1418, loss: 3.1418, grad_norm: 3.4088 2020-07-26 21:02:37,382 - mmaction - INFO - Epoch [110][1580/3757] lr: 3.372e-02, eta: 1 day, 21:57:29, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.3328, top5_acc: 0.5750, loss_cls: 3.0788, loss: 3.0788, grad_norm: 3.2631 2020-07-26 21:02:48,728 - mmaction - INFO - Epoch [110][1600/3757] lr: 3.372e-02, eta: 1 day, 21:57:16, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5594, loss_cls: 3.1767, loss: 3.1767, grad_norm: 3.4231 2020-07-26 21:03:00,216 - mmaction - INFO - Epoch [110][1620/3757] lr: 3.372e-02, eta: 1 day, 21:57:02, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3555, top5_acc: 0.5930, loss_cls: 2.9801, loss: 2.9801, grad_norm: 3.2889 2020-07-26 21:03:11,558 - mmaction - INFO - Epoch [110][1640/3757] lr: 3.372e-02, eta: 1 day, 21:56:49, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5328, loss_cls: 3.2310, loss: 3.2310, grad_norm: 3.3563 2020-07-26 21:03:23,063 - mmaction - INFO - Epoch [110][1660/3757] lr: 3.372e-02, eta: 1 day, 21:56:35, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.3258, top5_acc: 0.5648, loss_cls: 3.1849, loss: 3.1849, grad_norm: 3.2911 2020-07-26 21:03:34,558 - mmaction - INFO - Epoch [110][1680/3757] lr: 3.372e-02, eta: 1 day, 21:56:22, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.3531, top5_acc: 0.5977, loss_cls: 2.9502, loss: 2.9502, grad_norm: 3.2106 2020-07-26 21:03:46,000 - mmaction - INFO - Epoch [110][1700/3757] lr: 3.372e-02, eta: 1 day, 21:56:09, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3242, top5_acc: 0.5695, loss_cls: 3.1516, loss: 3.1516, grad_norm: 3.2093 2020-07-26 21:03:57,433 - mmaction - INFO - Epoch [110][1720/3757] lr: 3.372e-02, eta: 1 day, 21:55:55, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3180, top5_acc: 0.5633, loss_cls: 3.1753, loss: 3.1753, grad_norm: 3.3679 2020-07-26 21:04:08,930 - mmaction - INFO - Epoch [110][1740/3757] lr: 3.372e-02, eta: 1 day, 21:55:42, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3203, top5_acc: 0.5672, loss_cls: 3.1430, loss: 3.1430, grad_norm: 3.2664 2020-07-26 21:04:20,314 - mmaction - INFO - Epoch [110][1760/3757] lr: 3.372e-02, eta: 1 day, 21:55:28, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5555, loss_cls: 3.1889, loss: 3.1889, grad_norm: 3.2655 2020-07-26 21:04:31,720 - mmaction - INFO - Epoch [110][1780/3757] lr: 3.372e-02, eta: 1 day, 21:55:15, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3406, top5_acc: 0.5711, loss_cls: 3.0944, loss: 3.0944, grad_norm: 3.2472 2020-07-26 21:04:43,128 - mmaction - INFO - Epoch [110][1800/3757] lr: 3.372e-02, eta: 1 day, 21:55:01, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5828, loss_cls: 3.1241, loss: 3.1241, grad_norm: 3.3487 2020-07-26 21:04:54,658 - mmaction - INFO - Epoch [110][1820/3757] lr: 3.372e-02, eta: 1 day, 21:54:48, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3336, top5_acc: 0.5930, loss_cls: 3.0524, loss: 3.0524, grad_norm: 3.3248 2020-07-26 21:05:06,020 - mmaction - INFO - Epoch [110][1840/3757] lr: 3.372e-02, eta: 1 day, 21:54:34, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3453, top5_acc: 0.6016, loss_cls: 2.9912, loss: 2.9912, grad_norm: 3.2309 2020-07-26 21:05:17,512 - mmaction - INFO - Epoch [110][1860/3757] lr: 3.372e-02, eta: 1 day, 21:54:21, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5492, loss_cls: 3.1646, loss: 3.1646, grad_norm: 3.2970 2020-07-26 21:05:28,914 - mmaction - INFO - Epoch [110][1880/3757] lr: 3.372e-02, eta: 1 day, 21:54:07, time: 0.570, data_time: 0.008, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5586, loss_cls: 3.1139, loss: 3.1139, grad_norm: 3.3405 2020-07-26 21:05:40,370 - mmaction - INFO - Epoch [110][1900/3757] lr: 3.372e-02, eta: 1 day, 21:53:54, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5617, loss_cls: 3.1631, loss: 3.1631, grad_norm: 3.2010 2020-07-26 21:05:51,862 - mmaction - INFO - Epoch [110][1920/3757] lr: 3.372e-02, eta: 1 day, 21:53:41, time: 0.575, data_time: 0.002, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5570, loss_cls: 3.1899, loss: 3.1899, grad_norm: 3.3280 2020-07-26 21:06:03,249 - mmaction - INFO - Epoch [110][1940/3757] lr: 3.372e-02, eta: 1 day, 21:53:27, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5773, loss_cls: 3.0886, loss: 3.0886, grad_norm: 3.2758 2020-07-26 21:06:14,791 - mmaction - INFO - Epoch [110][1960/3757] lr: 3.372e-02, eta: 1 day, 21:53:14, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5719, loss_cls: 3.1399, loss: 3.1399, grad_norm: 3.2625 2020-07-26 21:06:26,134 - mmaction - INFO - Epoch [110][1980/3757] lr: 3.372e-02, eta: 1 day, 21:53:00, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5336, loss_cls: 3.3094, loss: 3.3094, grad_norm: 3.2792 2020-07-26 21:06:37,545 - mmaction - INFO - Epoch [110][2000/3757] lr: 3.372e-02, eta: 1 day, 21:52:47, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5891, loss_cls: 3.0278, loss: 3.0278, grad_norm: 3.2365 2020-07-26 21:06:49,026 - mmaction - INFO - Epoch [110][2020/3757] lr: 3.372e-02, eta: 1 day, 21:52:33, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.3336, top5_acc: 0.5781, loss_cls: 3.0932, loss: 3.0932, grad_norm: 3.3783 2020-07-26 21:07:00,451 - mmaction - INFO - Epoch [110][2040/3757] lr: 3.372e-02, eta: 1 day, 21:52:20, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3508, top5_acc: 0.5836, loss_cls: 3.0589, loss: 3.0589, grad_norm: 3.2983 2020-07-26 21:07:11,868 - mmaction - INFO - Epoch [110][2060/3757] lr: 3.372e-02, eta: 1 day, 21:52:06, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5422, loss_cls: 3.2315, loss: 3.2315, grad_norm: 3.3824 2020-07-26 21:07:23,357 - mmaction - INFO - Epoch [110][2080/3757] lr: 3.372e-02, eta: 1 day, 21:51:53, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3469, top5_acc: 0.5969, loss_cls: 3.0046, loss: 3.0046, grad_norm: 3.3496 2020-07-26 21:07:34,827 - mmaction - INFO - Epoch [110][2100/3757] lr: 3.372e-02, eta: 1 day, 21:51:39, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5781, loss_cls: 3.0718, loss: 3.0718, grad_norm: 3.3219 2020-07-26 21:07:46,380 - mmaction - INFO - Epoch [110][2120/3757] lr: 3.372e-02, eta: 1 day, 21:51:26, time: 0.578, data_time: 0.004, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5820, loss_cls: 3.0657, loss: 3.0657, grad_norm: 3.3311 2020-07-26 21:07:57,854 - mmaction - INFO - Epoch [110][2140/3757] lr: 3.372e-02, eta: 1 day, 21:51:13, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3328, top5_acc: 0.5695, loss_cls: 3.1091, loss: 3.1091, grad_norm: 3.2558 2020-07-26 21:08:09,759 - mmaction - INFO - Epoch [110][2160/3757] lr: 3.372e-02, eta: 1 day, 21:51:00, time: 0.595, data_time: 0.032, memory: 5232, top1_acc: 0.3383, top5_acc: 0.6016, loss_cls: 2.9569, loss: 2.9569, grad_norm: 3.2749 2020-07-26 21:08:21,138 - mmaction - INFO - Epoch [110][2180/3757] lr: 3.372e-02, eta: 1 day, 21:50:46, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.3148, top5_acc: 0.5742, loss_cls: 3.1635, loss: 3.1635, grad_norm: 3.3724 2020-07-26 21:08:32,644 - mmaction - INFO - Epoch [110][2200/3757] lr: 3.372e-02, eta: 1 day, 21:50:33, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3492, top5_acc: 0.5891, loss_cls: 3.0158, loss: 3.0158, grad_norm: 3.2554 2020-07-26 21:08:44,273 - mmaction - INFO - Epoch [110][2220/3757] lr: 3.372e-02, eta: 1 day, 21:50:19, time: 0.582, data_time: 0.017, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5586, loss_cls: 3.1351, loss: 3.1351, grad_norm: 3.4732 2020-07-26 21:08:55,695 - mmaction - INFO - Epoch [110][2240/3757] lr: 3.372e-02, eta: 1 day, 21:50:06, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3359, top5_acc: 0.6008, loss_cls: 3.0041, loss: 3.0041, grad_norm: 3.4031 2020-07-26 21:09:07,653 - mmaction - INFO - Epoch [110][2260/3757] lr: 3.372e-02, eta: 1 day, 21:49:53, time: 0.599, data_time: 0.030, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5734, loss_cls: 3.1136, loss: 3.1136, grad_norm: 3.3757 2020-07-26 21:09:19,153 - mmaction - INFO - Epoch [110][2280/3757] lr: 3.372e-02, eta: 1 day, 21:49:40, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5617, loss_cls: 3.1575, loss: 3.1575, grad_norm: 3.4258 2020-07-26 21:09:30,540 - mmaction - INFO - Epoch [110][2300/3757] lr: 3.372e-02, eta: 1 day, 21:49:26, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3367, top5_acc: 0.5570, loss_cls: 3.1087, loss: 3.1087, grad_norm: 3.3503 2020-07-26 21:09:41,980 - mmaction - INFO - Epoch [110][2320/3757] lr: 3.372e-02, eta: 1 day, 21:49:13, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3359, top5_acc: 0.5734, loss_cls: 3.1100, loss: 3.1100, grad_norm: 3.2367 2020-07-26 21:09:53,440 - mmaction - INFO - Epoch [110][2340/3757] lr: 3.372e-02, eta: 1 day, 21:48:59, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2914, top5_acc: 0.5422, loss_cls: 3.1835, loss: 3.1835, grad_norm: 3.3753 2020-07-26 21:10:04,829 - mmaction - INFO - Epoch [110][2360/3757] lr: 3.372e-02, eta: 1 day, 21:48:46, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5578, loss_cls: 3.1698, loss: 3.1698, grad_norm: 3.3334 2020-07-26 21:10:16,319 - mmaction - INFO - Epoch [110][2380/3757] lr: 3.372e-02, eta: 1 day, 21:48:32, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5742, loss_cls: 3.1459, loss: 3.1459, grad_norm: 3.2808 2020-07-26 21:10:27,773 - mmaction - INFO - Epoch [110][2400/3757] lr: 3.372e-02, eta: 1 day, 21:48:19, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3133, top5_acc: 0.5711, loss_cls: 3.1105, loss: 3.1105, grad_norm: 3.2434 2020-07-26 21:10:39,164 - mmaction - INFO - Epoch [110][2420/3757] lr: 3.372e-02, eta: 1 day, 21:48:05, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5680, loss_cls: 3.1122, loss: 3.1122, grad_norm: 3.3873 2020-07-26 21:10:50,780 - mmaction - INFO - Epoch [110][2440/3757] lr: 3.372e-02, eta: 1 day, 21:47:52, time: 0.580, data_time: 0.010, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5578, loss_cls: 3.0494, loss: 3.0494, grad_norm: 3.2454 2020-07-26 21:11:02,291 - mmaction - INFO - Epoch [110][2460/3757] lr: 3.372e-02, eta: 1 day, 21:47:39, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.3281, top5_acc: 0.6133, loss_cls: 3.0088, loss: 3.0088, grad_norm: 3.2168 2020-07-26 21:11:13,629 - mmaction - INFO - Epoch [110][2480/3757] lr: 3.372e-02, eta: 1 day, 21:47:25, time: 0.567, data_time: 0.001, memory: 5232, top1_acc: 0.3266, top5_acc: 0.5695, loss_cls: 3.0780, loss: 3.0780, grad_norm: 3.2456 2020-07-26 21:11:25,167 - mmaction - INFO - Epoch [110][2500/3757] lr: 3.372e-02, eta: 1 day, 21:47:12, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5664, loss_cls: 3.1248, loss: 3.1248, grad_norm: 3.3021 2020-07-26 21:11:36,532 - mmaction - INFO - Epoch [110][2520/3757] lr: 3.372e-02, eta: 1 day, 21:46:58, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3383, top5_acc: 0.5758, loss_cls: 3.0918, loss: 3.0918, grad_norm: 3.3067 2020-07-26 21:11:47,916 - mmaction - INFO - Epoch [110][2540/3757] lr: 3.372e-02, eta: 1 day, 21:46:45, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.3281, top5_acc: 0.5656, loss_cls: 3.0897, loss: 3.0897, grad_norm: 3.2426 2020-07-26 21:11:59,355 - mmaction - INFO - Epoch [110][2560/3757] lr: 3.372e-02, eta: 1 day, 21:46:31, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3250, top5_acc: 0.5797, loss_cls: 3.0154, loss: 3.0154, grad_norm: 3.3109 2020-07-26 21:12:11,049 - mmaction - INFO - Epoch [110][2580/3757] lr: 3.372e-02, eta: 1 day, 21:46:18, time: 0.585, data_time: 0.018, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5844, loss_cls: 3.0563, loss: 3.0563, grad_norm: 3.3015 2020-07-26 21:12:22,553 - mmaction - INFO - Epoch [110][2600/3757] lr: 3.372e-02, eta: 1 day, 21:46:05, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5469, loss_cls: 3.2239, loss: 3.2239, grad_norm: 3.3117 2020-07-26 21:12:34,050 - mmaction - INFO - Epoch [110][2620/3757] lr: 3.372e-02, eta: 1 day, 21:45:51, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3258, top5_acc: 0.5820, loss_cls: 3.0615, loss: 3.0615, grad_norm: 3.2490 2020-07-26 21:12:45,592 - mmaction - INFO - Epoch [110][2640/3757] lr: 3.372e-02, eta: 1 day, 21:45:38, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3453, top5_acc: 0.5773, loss_cls: 3.0754, loss: 3.0754, grad_norm: 3.2056 2020-07-26 21:12:56,986 - mmaction - INFO - Epoch [110][2660/3757] lr: 3.372e-02, eta: 1 day, 21:45:24, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5781, loss_cls: 3.1208, loss: 3.1208, grad_norm: 3.3036 2020-07-26 21:13:08,449 - mmaction - INFO - Epoch [110][2680/3757] lr: 3.372e-02, eta: 1 day, 21:45:11, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3383, top5_acc: 0.5828, loss_cls: 3.0939, loss: 3.0939, grad_norm: 3.3019 2020-07-26 21:13:19,907 - mmaction - INFO - Epoch [110][2700/3757] lr: 3.372e-02, eta: 1 day, 21:44:58, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5578, loss_cls: 3.1626, loss: 3.1626, grad_norm: 3.2874 2020-07-26 21:13:31,297 - mmaction - INFO - Epoch [110][2720/3757] lr: 3.372e-02, eta: 1 day, 21:44:44, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2875, top5_acc: 0.5484, loss_cls: 3.2342, loss: 3.2342, grad_norm: 3.2917 2020-07-26 21:13:42,757 - mmaction - INFO - Epoch [110][2740/3757] lr: 3.372e-02, eta: 1 day, 21:44:31, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5594, loss_cls: 3.1374, loss: 3.1374, grad_norm: 3.2338 2020-07-26 21:13:54,132 - mmaction - INFO - Epoch [110][2760/3757] lr: 3.372e-02, eta: 1 day, 21:44:17, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3203, top5_acc: 0.5664, loss_cls: 3.1097, loss: 3.1097, grad_norm: 3.2081 2020-07-26 21:14:05,590 - mmaction - INFO - Epoch [110][2780/3757] lr: 3.372e-02, eta: 1 day, 21:44:04, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5820, loss_cls: 3.0754, loss: 3.0754, grad_norm: 3.3049 2020-07-26 21:14:17,075 - mmaction - INFO - Epoch [110][2800/3757] lr: 3.372e-02, eta: 1 day, 21:43:50, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3352, top5_acc: 0.5508, loss_cls: 3.1632, loss: 3.1632, grad_norm: 3.2848 2020-07-26 21:14:28,489 - mmaction - INFO - Epoch [110][2820/3757] lr: 3.372e-02, eta: 1 day, 21:43:37, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5500, loss_cls: 3.2512, loss: 3.2512, grad_norm: 3.3517 2020-07-26 21:14:39,887 - mmaction - INFO - Epoch [110][2840/3757] lr: 3.372e-02, eta: 1 day, 21:43:23, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5656, loss_cls: 3.1124, loss: 3.1124, grad_norm: 3.2931 2020-07-26 21:14:51,251 - mmaction - INFO - Epoch [110][2860/3757] lr: 3.372e-02, eta: 1 day, 21:43:10, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5641, loss_cls: 3.1128, loss: 3.1128, grad_norm: 3.2536 2020-07-26 21:15:02,824 - mmaction - INFO - Epoch [110][2880/3757] lr: 3.372e-02, eta: 1 day, 21:42:57, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3336, top5_acc: 0.5734, loss_cls: 3.1144, loss: 3.1144, grad_norm: 3.1992 2020-07-26 21:15:14,186 - mmaction - INFO - Epoch [110][2900/3757] lr: 3.372e-02, eta: 1 day, 21:42:43, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.3258, top5_acc: 0.5961, loss_cls: 3.0287, loss: 3.0287, grad_norm: 3.2474 2020-07-26 21:15:25,624 - mmaction - INFO - Epoch [110][2920/3757] lr: 3.372e-02, eta: 1 day, 21:42:30, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3266, top5_acc: 0.5922, loss_cls: 3.1111, loss: 3.1111, grad_norm: 3.3713 2020-07-26 21:15:37,181 - mmaction - INFO - Epoch [110][2940/3757] lr: 3.372e-02, eta: 1 day, 21:42:16, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5828, loss_cls: 3.1031, loss: 3.1031, grad_norm: 3.3654 2020-07-26 21:15:48,640 - mmaction - INFO - Epoch [110][2960/3757] lr: 3.372e-02, eta: 1 day, 21:42:03, time: 0.573, data_time: 0.008, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5773, loss_cls: 3.0850, loss: 3.0850, grad_norm: 3.3884 2020-07-26 21:16:00,087 - mmaction - INFO - Epoch [110][2980/3757] lr: 3.372e-02, eta: 1 day, 21:41:49, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5687, loss_cls: 3.1251, loss: 3.1251, grad_norm: 3.3205 2020-07-26 21:16:11,500 - mmaction - INFO - Epoch [110][3000/3757] lr: 3.372e-02, eta: 1 day, 21:41:36, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5547, loss_cls: 3.1983, loss: 3.1983, grad_norm: 3.2839 2020-07-26 21:16:22,976 - mmaction - INFO - Epoch [110][3020/3757] lr: 3.372e-02, eta: 1 day, 21:41:23, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5602, loss_cls: 3.0830, loss: 3.0830, grad_norm: 3.2049 2020-07-26 21:16:34,407 - mmaction - INFO - Epoch [110][3040/3757] lr: 3.372e-02, eta: 1 day, 21:41:09, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.3359, top5_acc: 0.5773, loss_cls: 3.1302, loss: 3.1302, grad_norm: 3.2069 2020-07-26 21:16:46,254 - mmaction - INFO - Epoch [110][3060/3757] lr: 3.372e-02, eta: 1 day, 21:40:56, time: 0.592, data_time: 0.027, memory: 5232, top1_acc: 0.3375, top5_acc: 0.5883, loss_cls: 3.0556, loss: 3.0556, grad_norm: 3.1674 2020-07-26 21:16:57,706 - mmaction - INFO - Epoch [110][3080/3757] lr: 3.372e-02, eta: 1 day, 21:40:43, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5570, loss_cls: 3.1604, loss: 3.1604, grad_norm: 3.3174 2020-07-26 21:17:09,140 - mmaction - INFO - Epoch [110][3100/3757] lr: 3.372e-02, eta: 1 day, 21:40:29, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5703, loss_cls: 3.1522, loss: 3.1522, grad_norm: 3.3029 2020-07-26 21:17:20,554 - mmaction - INFO - Epoch [110][3120/3757] lr: 3.372e-02, eta: 1 day, 21:40:16, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5406, loss_cls: 3.1889, loss: 3.1889, grad_norm: 3.2824 2020-07-26 21:17:32,003 - mmaction - INFO - Epoch [110][3140/3757] lr: 3.372e-02, eta: 1 day, 21:40:02, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3453, top5_acc: 0.5930, loss_cls: 3.0073, loss: 3.0073, grad_norm: 3.2797 2020-07-26 21:17:43,469 - mmaction - INFO - Epoch [110][3160/3757] lr: 3.372e-02, eta: 1 day, 21:39:49, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5938, loss_cls: 3.0517, loss: 3.0517, grad_norm: 3.2895 2020-07-26 21:17:54,964 - mmaction - INFO - Epoch [110][3180/3757] lr: 3.372e-02, eta: 1 day, 21:39:35, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3469, top5_acc: 0.6055, loss_cls: 2.9628, loss: 2.9628, grad_norm: 3.2323 2020-07-26 21:18:06,463 - mmaction - INFO - Epoch [110][3200/3757] lr: 3.372e-02, eta: 1 day, 21:39:22, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3367, top5_acc: 0.5633, loss_cls: 3.0948, loss: 3.0948, grad_norm: 3.3423 2020-07-26 21:18:17,890 - mmaction - INFO - Epoch [110][3220/3757] lr: 3.372e-02, eta: 1 day, 21:39:09, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3328, top5_acc: 0.6031, loss_cls: 2.9494, loss: 2.9494, grad_norm: 3.3307 2020-07-26 21:18:29,471 - mmaction - INFO - Epoch [110][3240/3757] lr: 3.372e-02, eta: 1 day, 21:38:55, time: 0.579, data_time: 0.004, memory: 5232, top1_acc: 0.3148, top5_acc: 0.5766, loss_cls: 3.0794, loss: 3.0794, grad_norm: 3.4015 2020-07-26 21:18:40,893 - mmaction - INFO - Epoch [110][3260/3757] lr: 3.372e-02, eta: 1 day, 21:38:42, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5531, loss_cls: 3.1993, loss: 3.1993, grad_norm: 3.3111 2020-07-26 21:18:52,730 - mmaction - INFO - Epoch [110][3280/3757] lr: 3.372e-02, eta: 1 day, 21:38:29, time: 0.592, data_time: 0.023, memory: 5232, top1_acc: 0.3352, top5_acc: 0.5961, loss_cls: 3.0433, loss: 3.0433, grad_norm: 3.2692 2020-07-26 21:19:04,123 - mmaction - INFO - Epoch [110][3300/3757] lr: 3.372e-02, eta: 1 day, 21:38:15, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5758, loss_cls: 3.1078, loss: 3.1078, grad_norm: 3.2552 2020-07-26 21:19:15,507 - mmaction - INFO - Epoch [110][3320/3757] lr: 3.372e-02, eta: 1 day, 21:38:02, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3398, top5_acc: 0.5859, loss_cls: 3.0372, loss: 3.0372, grad_norm: 3.2202 2020-07-26 21:19:26,934 - mmaction - INFO - Epoch [110][3340/3757] lr: 3.372e-02, eta: 1 day, 21:37:48, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5797, loss_cls: 3.1528, loss: 3.1528, grad_norm: 3.2922 2020-07-26 21:19:38,305 - mmaction - INFO - Epoch [110][3360/3757] lr: 3.372e-02, eta: 1 day, 21:37:35, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5578, loss_cls: 3.1706, loss: 3.1706, grad_norm: 3.3133 2020-07-26 21:19:49,684 - mmaction - INFO - Epoch [110][3380/3757] lr: 3.372e-02, eta: 1 day, 21:37:21, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3453, top5_acc: 0.5828, loss_cls: 3.0889, loss: 3.0889, grad_norm: 3.1878 2020-07-26 21:20:01,243 - mmaction - INFO - Epoch [110][3400/3757] lr: 3.372e-02, eta: 1 day, 21:37:08, time: 0.578, data_time: 0.004, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5836, loss_cls: 3.0988, loss: 3.0988, grad_norm: 3.3129 2020-07-26 21:20:12,627 - mmaction - INFO - Epoch [110][3420/3757] lr: 3.372e-02, eta: 1 day, 21:36:54, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5820, loss_cls: 3.1180, loss: 3.1180, grad_norm: 3.3474 2020-07-26 21:20:24,145 - mmaction - INFO - Epoch [110][3440/3757] lr: 3.372e-02, eta: 1 day, 21:36:41, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3492, top5_acc: 0.5875, loss_cls: 3.0012, loss: 3.0012, grad_norm: 3.2574 2020-07-26 21:20:35,614 - mmaction - INFO - Epoch [110][3460/3757] lr: 3.372e-02, eta: 1 day, 21:36:28, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5797, loss_cls: 3.1028, loss: 3.1028, grad_norm: 3.3956 2020-07-26 21:20:47,124 - mmaction - INFO - Epoch [110][3480/3757] lr: 3.372e-02, eta: 1 day, 21:36:14, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5578, loss_cls: 3.1618, loss: 3.1618, grad_norm: 3.3778 2020-07-26 21:20:58,677 - mmaction - INFO - Epoch [110][3500/3757] lr: 3.372e-02, eta: 1 day, 21:36:01, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3570, top5_acc: 0.5836, loss_cls: 3.0341, loss: 3.0341, grad_norm: 3.2532 2020-07-26 21:21:10,074 - mmaction - INFO - Epoch [110][3520/3757] lr: 3.372e-02, eta: 1 day, 21:35:48, time: 0.570, data_time: 0.001, memory: 5232, top1_acc: 0.3148, top5_acc: 0.5750, loss_cls: 3.1017, loss: 3.1017, grad_norm: 3.3162 2020-07-26 21:21:21,619 - mmaction - INFO - Epoch [110][3540/3757] lr: 3.372e-02, eta: 1 day, 21:35:34, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3453, top5_acc: 0.5891, loss_cls: 3.0498, loss: 3.0498, grad_norm: 3.3776 2020-07-26 21:21:32,925 - mmaction - INFO - Epoch [110][3560/3757] lr: 3.372e-02, eta: 1 day, 21:35:21, time: 0.566, data_time: 0.004, memory: 5232, top1_acc: 0.3484, top5_acc: 0.6070, loss_cls: 3.0113, loss: 3.0113, grad_norm: 3.2435 2020-07-26 21:21:44,383 - mmaction - INFO - Epoch [110][3580/3757] lr: 3.372e-02, eta: 1 day, 21:35:07, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3141, top5_acc: 0.5656, loss_cls: 3.1549, loss: 3.1549, grad_norm: 3.4140 2020-07-26 21:21:55,880 - mmaction - INFO - Epoch [110][3600/3757] lr: 3.372e-02, eta: 1 day, 21:34:54, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3266, top5_acc: 0.5500, loss_cls: 3.1745, loss: 3.1745, grad_norm: 3.3641 2020-07-26 21:22:07,355 - mmaction - INFO - Epoch [110][3620/3757] lr: 3.372e-02, eta: 1 day, 21:34:40, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5508, loss_cls: 3.1936, loss: 3.1936, grad_norm: 3.2912 2020-07-26 21:22:18,875 - mmaction - INFO - Epoch [110][3640/3757] lr: 3.372e-02, eta: 1 day, 21:34:27, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3359, top5_acc: 0.5852, loss_cls: 3.0482, loss: 3.0482, grad_norm: 3.3347 2020-07-26 21:22:30,276 - mmaction - INFO - Epoch [110][3660/3757] lr: 3.372e-02, eta: 1 day, 21:34:14, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.2977, top5_acc: 0.5484, loss_cls: 3.2367, loss: 3.2367, grad_norm: 3.4846 2020-07-26 21:22:41,713 - mmaction - INFO - Epoch [110][3680/3757] lr: 3.372e-02, eta: 1 day, 21:34:00, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5719, loss_cls: 3.1344, loss: 3.1344, grad_norm: 3.3238 2020-07-26 21:22:53,127 - mmaction - INFO - Epoch [110][3700/3757] lr: 3.372e-02, eta: 1 day, 21:33:47, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3398, top5_acc: 0.5820, loss_cls: 3.0508, loss: 3.0508, grad_norm: 3.3377 2020-07-26 21:23:04,681 - mmaction - INFO - Epoch [110][3720/3757] lr: 3.372e-02, eta: 1 day, 21:33:33, time: 0.578, data_time: 0.004, memory: 5232, top1_acc: 0.3258, top5_acc: 0.5734, loss_cls: 3.0763, loss: 3.0763, grad_norm: 3.2303 2020-07-26 21:23:16,302 - mmaction - INFO - Epoch [110][3740/3757] lr: 3.372e-02, eta: 1 day, 21:33:20, time: 0.581, data_time: 0.013, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5539, loss_cls: 3.1471, loss: 3.1471, grad_norm: 3.3525 2020-07-26 21:23:34,330 - mmaction - INFO - Saving checkpoint at 110 epochs 2020-07-26 21:27:07,496 - mmaction - INFO - Epoch [111][20/3757] lr: 3.290e-02, eta: 1 day, 21:35:51, time: 10.476, data_time: 9.805, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5844, loss_cls: 3.1393, loss: 3.1393, grad_norm: 3.2825 2020-07-26 21:27:18,935 - mmaction - INFO - Epoch [111][40/3757] lr: 3.290e-02, eta: 1 day, 21:35:38, time: 0.573, data_time: 0.005, memory: 5232, top1_acc: 0.3008, top5_acc: 0.5492, loss_cls: 3.1890, loss: 3.1890, grad_norm: 3.3213 2020-07-26 21:27:30,319 - mmaction - INFO - Epoch [111][60/3757] lr: 3.290e-02, eta: 1 day, 21:35:24, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5531, loss_cls: 3.1338, loss: 3.1338, grad_norm: 3.4336 2020-07-26 21:27:41,659 - mmaction - INFO - Epoch [111][80/3757] lr: 3.290e-02, eta: 1 day, 21:35:11, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3406, top5_acc: 0.5891, loss_cls: 2.9943, loss: 2.9943, grad_norm: 3.2298 2020-07-26 21:27:53,042 - mmaction - INFO - Epoch [111][100/3757] lr: 3.290e-02, eta: 1 day, 21:34:57, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.2938, top5_acc: 0.5398, loss_cls: 3.2045, loss: 3.2045, grad_norm: 3.4245 2020-07-26 21:28:04,812 - mmaction - INFO - Epoch [111][120/3757] lr: 3.290e-02, eta: 1 day, 21:34:44, time: 0.589, data_time: 0.028, memory: 5232, top1_acc: 0.3602, top5_acc: 0.5969, loss_cls: 3.0067, loss: 3.0067, grad_norm: 3.1932 2020-07-26 21:28:16,202 - mmaction - INFO - Epoch [111][140/3757] lr: 3.290e-02, eta: 1 day, 21:34:30, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3398, top5_acc: 0.5703, loss_cls: 3.0483, loss: 3.0483, grad_norm: 3.3047 2020-07-26 21:28:27,571 - mmaction - INFO - Epoch [111][160/3757] lr: 3.290e-02, eta: 1 day, 21:34:17, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5820, loss_cls: 3.0699, loss: 3.0699, grad_norm: 3.2851 2020-07-26 21:28:38,962 - mmaction - INFO - Epoch [111][180/3757] lr: 3.290e-02, eta: 1 day, 21:34:03, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3336, top5_acc: 0.6008, loss_cls: 2.9468, loss: 2.9468, grad_norm: 3.3002 2020-07-26 21:28:50,372 - mmaction - INFO - Epoch [111][200/3757] lr: 3.290e-02, eta: 1 day, 21:33:50, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5961, loss_cls: 3.0552, loss: 3.0552, grad_norm: 3.4914 2020-07-26 21:29:01,791 - mmaction - INFO - Epoch [111][220/3757] lr: 3.290e-02, eta: 1 day, 21:33:36, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5687, loss_cls: 3.0774, loss: 3.0774, grad_norm: 3.3091 2020-07-26 21:29:13,274 - mmaction - INFO - Epoch [111][240/3757] lr: 3.290e-02, eta: 1 day, 21:33:23, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3203, top5_acc: 0.5703, loss_cls: 3.0630, loss: 3.0630, grad_norm: 3.3259 2020-07-26 21:29:24,952 - mmaction - INFO - Epoch [111][260/3757] lr: 3.290e-02, eta: 1 day, 21:33:10, time: 0.584, data_time: 0.017, memory: 5232, top1_acc: 0.3203, top5_acc: 0.5563, loss_cls: 3.1877, loss: 3.1877, grad_norm: 3.3093 2020-07-26 21:29:36,335 - mmaction - INFO - Epoch [111][280/3757] lr: 3.290e-02, eta: 1 day, 21:32:56, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3266, top5_acc: 0.5773, loss_cls: 3.0936, loss: 3.0936, grad_norm: 3.3559 2020-07-26 21:29:47,812 - mmaction - INFO - Epoch [111][300/3757] lr: 3.290e-02, eta: 1 day, 21:32:43, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5898, loss_cls: 3.0975, loss: 3.0975, grad_norm: 3.3284 2020-07-26 21:29:59,247 - mmaction - INFO - Epoch [111][320/3757] lr: 3.290e-02, eta: 1 day, 21:32:29, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3344, top5_acc: 0.5773, loss_cls: 3.1049, loss: 3.1049, grad_norm: 3.3457 2020-07-26 21:30:10,760 - mmaction - INFO - Epoch [111][340/3757] lr: 3.290e-02, eta: 1 day, 21:32:16, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5625, loss_cls: 3.1775, loss: 3.1775, grad_norm: 3.2982 2020-07-26 21:30:22,217 - mmaction - INFO - Epoch [111][360/3757] lr: 3.290e-02, eta: 1 day, 21:32:03, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3305, top5_acc: 0.5789, loss_cls: 3.0737, loss: 3.0737, grad_norm: 3.2596 2020-07-26 21:30:33,672 - mmaction - INFO - Epoch [111][380/3757] lr: 3.290e-02, eta: 1 day, 21:31:49, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5437, loss_cls: 3.1363, loss: 3.1363, grad_norm: 3.4480 2020-07-26 21:30:45,127 - mmaction - INFO - Epoch [111][400/3757] lr: 3.290e-02, eta: 1 day, 21:31:36, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5633, loss_cls: 3.0790, loss: 3.0790, grad_norm: 3.2643 2020-07-26 21:30:56,495 - mmaction - INFO - Epoch [111][420/3757] lr: 3.290e-02, eta: 1 day, 21:31:22, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3258, top5_acc: 0.5813, loss_cls: 3.0997, loss: 3.0997, grad_norm: 3.2583 2020-07-26 21:31:07,740 - mmaction - INFO - Epoch [111][440/3757] lr: 3.290e-02, eta: 1 day, 21:31:08, time: 0.562, data_time: 0.002, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5945, loss_cls: 3.0723, loss: 3.0723, grad_norm: 3.3319 2020-07-26 21:31:19,141 - mmaction - INFO - Epoch [111][460/3757] lr: 3.290e-02, eta: 1 day, 21:30:55, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5578, loss_cls: 3.1531, loss: 3.1531, grad_norm: 3.4020 2020-07-26 21:31:30,674 - mmaction - INFO - Epoch [111][480/3757] lr: 3.290e-02, eta: 1 day, 21:30:42, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3000, top5_acc: 0.5523, loss_cls: 3.1951, loss: 3.1951, grad_norm: 3.3213 2020-07-26 21:31:42,160 - mmaction - INFO - Epoch [111][500/3757] lr: 3.290e-02, eta: 1 day, 21:30:28, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3477, top5_acc: 0.5938, loss_cls: 3.0213, loss: 3.0213, grad_norm: 3.2304 2020-07-26 21:31:53,614 - mmaction - INFO - Epoch [111][520/3757] lr: 3.290e-02, eta: 1 day, 21:30:15, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5398, loss_cls: 3.1968, loss: 3.1968, grad_norm: 3.3977 2020-07-26 21:32:05,044 - mmaction - INFO - Epoch [111][540/3757] lr: 3.290e-02, eta: 1 day, 21:30:01, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5750, loss_cls: 3.0909, loss: 3.0909, grad_norm: 3.2748 2020-07-26 21:32:16,422 - mmaction - INFO - Epoch [111][560/3757] lr: 3.290e-02, eta: 1 day, 21:29:48, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5664, loss_cls: 3.1394, loss: 3.1394, grad_norm: 3.4022 2020-07-26 21:32:27,811 - mmaction - INFO - Epoch [111][580/3757] lr: 3.290e-02, eta: 1 day, 21:29:34, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5625, loss_cls: 3.0942, loss: 3.0942, grad_norm: 3.3630 2020-07-26 21:32:39,203 - mmaction - INFO - Epoch [111][600/3757] lr: 3.290e-02, eta: 1 day, 21:29:21, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.3320, top5_acc: 0.5969, loss_cls: 3.0241, loss: 3.0241, grad_norm: 3.3075 2020-07-26 21:32:50,676 - mmaction - INFO - Epoch [111][620/3757] lr: 3.290e-02, eta: 1 day, 21:29:07, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3375, top5_acc: 0.5875, loss_cls: 3.0064, loss: 3.0064, grad_norm: 3.3528 2020-07-26 21:33:02,053 - mmaction - INFO - Epoch [111][640/3757] lr: 3.290e-02, eta: 1 day, 21:28:54, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.3258, top5_acc: 0.5742, loss_cls: 3.1004, loss: 3.1004, grad_norm: 3.4325 2020-07-26 21:33:13,481 - mmaction - INFO - Epoch [111][660/3757] lr: 3.290e-02, eta: 1 day, 21:28:40, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3242, top5_acc: 0.5609, loss_cls: 3.1664, loss: 3.1664, grad_norm: 3.4615 2020-07-26 21:33:24,893 - mmaction - INFO - Epoch [111][680/3757] lr: 3.290e-02, eta: 1 day, 21:28:27, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3180, top5_acc: 0.5594, loss_cls: 3.1564, loss: 3.1564, grad_norm: 3.3372 2020-07-26 21:33:36,371 - mmaction - INFO - Epoch [111][700/3757] lr: 3.290e-02, eta: 1 day, 21:28:14, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.3328, top5_acc: 0.5828, loss_cls: 3.0437, loss: 3.0437, grad_norm: 3.2370 2020-07-26 21:33:47,929 - mmaction - INFO - Epoch [111][720/3757] lr: 3.290e-02, eta: 1 day, 21:28:00, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3594, top5_acc: 0.6039, loss_cls: 2.9761, loss: 2.9761, grad_norm: 3.2404 2020-07-26 21:33:59,408 - mmaction - INFO - Epoch [111][740/3757] lr: 3.290e-02, eta: 1 day, 21:27:47, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3281, top5_acc: 0.5867, loss_cls: 3.0574, loss: 3.0574, grad_norm: 3.3885 2020-07-26 21:34:10,710 - mmaction - INFO - Epoch [111][760/3757] lr: 3.290e-02, eta: 1 day, 21:27:33, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3469, top5_acc: 0.5844, loss_cls: 3.0100, loss: 3.0100, grad_norm: 3.2676 2020-07-26 21:34:22,172 - mmaction - INFO - Epoch [111][780/3757] lr: 3.290e-02, eta: 1 day, 21:27:20, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3242, top5_acc: 0.5734, loss_cls: 3.1083, loss: 3.1083, grad_norm: 3.3690 2020-07-26 21:34:33,610 - mmaction - INFO - Epoch [111][800/3757] lr: 3.290e-02, eta: 1 day, 21:27:06, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3344, top5_acc: 0.5773, loss_cls: 3.0508, loss: 3.0508, grad_norm: 3.2349 2020-07-26 21:34:45,122 - mmaction - INFO - Epoch [111][820/3757] lr: 3.290e-02, eta: 1 day, 21:26:53, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3203, top5_acc: 0.5664, loss_cls: 3.1665, loss: 3.1665, grad_norm: 3.4958 2020-07-26 21:34:56,523 - mmaction - INFO - Epoch [111][840/3757] lr: 3.290e-02, eta: 1 day, 21:26:39, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.3273, top5_acc: 0.6055, loss_cls: 2.9463, loss: 2.9463, grad_norm: 3.1705 2020-07-26 21:35:07,933 - mmaction - INFO - Epoch [111][860/3757] lr: 3.290e-02, eta: 1 day, 21:26:26, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5680, loss_cls: 3.0950, loss: 3.0950, grad_norm: 3.3694 2020-07-26 21:35:19,493 - mmaction - INFO - Epoch [111][880/3757] lr: 3.290e-02, eta: 1 day, 21:26:13, time: 0.578, data_time: 0.020, memory: 5232, top1_acc: 0.3281, top5_acc: 0.5734, loss_cls: 3.1190, loss: 3.1190, grad_norm: 3.3040 2020-07-26 21:35:31,172 - mmaction - INFO - Epoch [111][900/3757] lr: 3.290e-02, eta: 1 day, 21:25:59, time: 0.584, data_time: 0.025, memory: 5232, top1_acc: 0.3258, top5_acc: 0.5875, loss_cls: 3.0999, loss: 3.0999, grad_norm: 3.4025 2020-07-26 21:35:42,938 - mmaction - INFO - Epoch [111][920/3757] lr: 3.290e-02, eta: 1 day, 21:25:46, time: 0.588, data_time: 0.018, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5734, loss_cls: 3.1606, loss: 3.1606, grad_norm: 3.4056 2020-07-26 21:35:54,776 - mmaction - INFO - Epoch [111][940/3757] lr: 3.290e-02, eta: 1 day, 21:25:33, time: 0.592, data_time: 0.020, memory: 5232, top1_acc: 0.3266, top5_acc: 0.5930, loss_cls: 3.0372, loss: 3.0372, grad_norm: 3.2513 2020-07-26 21:36:06,669 - mmaction - INFO - Epoch [111][960/3757] lr: 3.290e-02, eta: 1 day, 21:25:20, time: 0.595, data_time: 0.018, memory: 5232, top1_acc: 0.3320, top5_acc: 0.5773, loss_cls: 3.0926, loss: 3.0926, grad_norm: 3.3567 2020-07-26 21:36:18,141 - mmaction - INFO - Epoch [111][980/3757] lr: 3.290e-02, eta: 1 day, 21:25:07, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5742, loss_cls: 3.1252, loss: 3.1252, grad_norm: 3.1951 2020-07-26 21:36:29,628 - mmaction - INFO - Epoch [111][1000/3757] lr: 3.290e-02, eta: 1 day, 21:24:53, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5914, loss_cls: 3.0457, loss: 3.0457, grad_norm: 3.2301 2020-07-26 21:36:41,072 - mmaction - INFO - Epoch [111][1020/3757] lr: 3.290e-02, eta: 1 day, 21:24:40, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3445, top5_acc: 0.5992, loss_cls: 3.0473, loss: 3.0473, grad_norm: 3.3159 2020-07-26 21:36:52,565 - mmaction - INFO - Epoch [111][1040/3757] lr: 3.290e-02, eta: 1 day, 21:24:27, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3266, top5_acc: 0.5813, loss_cls: 3.0676, loss: 3.0676, grad_norm: 3.3125 2020-07-26 21:37:03,972 - mmaction - INFO - Epoch [111][1060/3757] lr: 3.290e-02, eta: 1 day, 21:24:13, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3453, top5_acc: 0.5766, loss_cls: 3.0374, loss: 3.0374, grad_norm: 3.2604 2020-07-26 21:37:15,565 - mmaction - INFO - Epoch [111][1080/3757] lr: 3.290e-02, eta: 1 day, 21:24:00, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5461, loss_cls: 3.1983, loss: 3.1983, grad_norm: 3.3139 2020-07-26 21:37:27,275 - mmaction - INFO - Epoch [111][1100/3757] lr: 3.290e-02, eta: 1 day, 21:23:47, time: 0.586, data_time: 0.016, memory: 5232, top1_acc: 0.3203, top5_acc: 0.5687, loss_cls: 3.1327, loss: 3.1327, grad_norm: 3.2807 2020-07-26 21:37:38,769 - mmaction - INFO - Epoch [111][1120/3757] lr: 3.290e-02, eta: 1 day, 21:23:33, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3531, top5_acc: 0.5984, loss_cls: 3.0084, loss: 3.0084, grad_norm: 3.2409 2020-07-26 21:37:50,224 - mmaction - INFO - Epoch [111][1140/3757] lr: 3.290e-02, eta: 1 day, 21:23:20, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3391, top5_acc: 0.5633, loss_cls: 3.1090, loss: 3.1090, grad_norm: 3.3542 2020-07-26 21:38:01,618 - mmaction - INFO - Epoch [111][1160/3757] lr: 3.290e-02, eta: 1 day, 21:23:06, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5695, loss_cls: 3.1293, loss: 3.1293, grad_norm: 3.2330 2020-07-26 21:38:13,155 - mmaction - INFO - Epoch [111][1180/3757] lr: 3.290e-02, eta: 1 day, 21:22:53, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5664, loss_cls: 3.1378, loss: 3.1378, grad_norm: 3.1854 2020-07-26 21:38:24,666 - mmaction - INFO - Epoch [111][1200/3757] lr: 3.290e-02, eta: 1 day, 21:22:40, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3578, top5_acc: 0.5914, loss_cls: 3.0010, loss: 3.0010, grad_norm: 3.3553 2020-07-26 21:38:36,160 - mmaction - INFO - Epoch [111][1220/3757] lr: 3.290e-02, eta: 1 day, 21:22:26, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5500, loss_cls: 3.1671, loss: 3.1671, grad_norm: 3.3979 2020-07-26 21:38:47,552 - mmaction - INFO - Epoch [111][1240/3757] lr: 3.290e-02, eta: 1 day, 21:22:13, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5852, loss_cls: 3.0666, loss: 3.0666, grad_norm: 3.3202 2020-07-26 21:38:59,027 - mmaction - INFO - Epoch [111][1260/3757] lr: 3.290e-02, eta: 1 day, 21:21:59, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3305, top5_acc: 0.5781, loss_cls: 3.1334, loss: 3.1334, grad_norm: 3.3289 2020-07-26 21:39:10,467 - mmaction - INFO - Epoch [111][1280/3757] lr: 3.290e-02, eta: 1 day, 21:21:46, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3367, top5_acc: 0.5727, loss_cls: 3.0839, loss: 3.0839, grad_norm: 3.2219 2020-07-26 21:39:21,943 - mmaction - INFO - Epoch [111][1300/3757] lr: 3.290e-02, eta: 1 day, 21:21:32, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3453, top5_acc: 0.6133, loss_cls: 2.9059, loss: 2.9059, grad_norm: 3.2370 2020-07-26 21:39:33,513 - mmaction - INFO - Epoch [111][1320/3757] lr: 3.290e-02, eta: 1 day, 21:21:19, time: 0.579, data_time: 0.004, memory: 5232, top1_acc: 0.3406, top5_acc: 0.5938, loss_cls: 3.0189, loss: 3.0189, grad_norm: 3.2909 2020-07-26 21:39:44,913 - mmaction - INFO - Epoch [111][1340/3757] lr: 3.290e-02, eta: 1 day, 21:21:06, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3469, top5_acc: 0.6000, loss_cls: 3.0692, loss: 3.0692, grad_norm: 3.2918 2020-07-26 21:39:56,315 - mmaction - INFO - Epoch [111][1360/3757] lr: 3.290e-02, eta: 1 day, 21:20:52, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3398, top5_acc: 0.5695, loss_cls: 3.0775, loss: 3.0775, grad_norm: 3.2631 2020-07-26 21:40:07,703 - mmaction - INFO - Epoch [111][1380/3757] lr: 3.290e-02, eta: 1 day, 21:20:39, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3141, top5_acc: 0.5734, loss_cls: 3.0983, loss: 3.0983, grad_norm: 3.3628 2020-07-26 21:40:19,080 - mmaction - INFO - Epoch [111][1400/3757] lr: 3.290e-02, eta: 1 day, 21:20:25, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.3461, top5_acc: 0.5742, loss_cls: 3.0910, loss: 3.0910, grad_norm: 3.2912 2020-07-26 21:40:30,543 - mmaction - INFO - Epoch [111][1420/3757] lr: 3.290e-02, eta: 1 day, 21:20:12, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3406, top5_acc: 0.5758, loss_cls: 3.0573, loss: 3.0573, grad_norm: 3.2274 2020-07-26 21:40:41,980 - mmaction - INFO - Epoch [111][1440/3757] lr: 3.290e-02, eta: 1 day, 21:19:58, time: 0.573, data_time: 0.006, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5609, loss_cls: 3.1682, loss: 3.1682, grad_norm: 3.3618 2020-07-26 21:40:53,511 - mmaction - INFO - Epoch [111][1460/3757] lr: 3.290e-02, eta: 1 day, 21:19:45, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.2992, top5_acc: 0.5430, loss_cls: 3.2118, loss: 3.2118, grad_norm: 3.3164 2020-07-26 21:41:04,871 - mmaction - INFO - Epoch [111][1480/3757] lr: 3.290e-02, eta: 1 day, 21:19:31, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.3281, top5_acc: 0.5547, loss_cls: 3.1735, loss: 3.1735, grad_norm: 3.3173 2020-07-26 21:41:16,303 - mmaction - INFO - Epoch [111][1500/3757] lr: 3.290e-02, eta: 1 day, 21:19:18, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3328, top5_acc: 0.5859, loss_cls: 3.1187, loss: 3.1187, grad_norm: 3.3211 2020-07-26 21:41:27,730 - mmaction - INFO - Epoch [111][1520/3757] lr: 3.290e-02, eta: 1 day, 21:19:04, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3367, top5_acc: 0.5813, loss_cls: 3.0577, loss: 3.0577, grad_norm: 3.3101 2020-07-26 21:41:39,258 - mmaction - INFO - Epoch [111][1540/3757] lr: 3.290e-02, eta: 1 day, 21:18:51, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5633, loss_cls: 3.1698, loss: 3.1698, grad_norm: 3.3125 2020-07-26 21:41:50,746 - mmaction - INFO - Epoch [111][1560/3757] lr: 3.290e-02, eta: 1 day, 21:18:38, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5766, loss_cls: 3.1028, loss: 3.1028, grad_norm: 3.2045 2020-07-26 21:42:02,190 - mmaction - INFO - Epoch [111][1580/3757] lr: 3.290e-02, eta: 1 day, 21:18:24, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3469, top5_acc: 0.5687, loss_cls: 3.0459, loss: 3.0459, grad_norm: 3.2565 2020-07-26 21:42:13,630 - mmaction - INFO - Epoch [111][1600/3757] lr: 3.290e-02, eta: 1 day, 21:18:11, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5781, loss_cls: 3.0736, loss: 3.0736, grad_norm: 3.2706 2020-07-26 21:42:25,065 - mmaction - INFO - Epoch [111][1620/3757] lr: 3.290e-02, eta: 1 day, 21:17:57, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3469, top5_acc: 0.5758, loss_cls: 3.0599, loss: 3.0599, grad_norm: 3.3620 2020-07-26 21:42:36,536 - mmaction - INFO - Epoch [111][1640/3757] lr: 3.290e-02, eta: 1 day, 21:17:44, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3305, top5_acc: 0.5805, loss_cls: 3.0350, loss: 3.0350, grad_norm: 3.2515 2020-07-26 21:42:47,934 - mmaction - INFO - Epoch [111][1660/3757] lr: 3.290e-02, eta: 1 day, 21:17:31, time: 0.570, data_time: 0.001, memory: 5232, top1_acc: 0.3555, top5_acc: 0.6031, loss_cls: 2.9959, loss: 2.9959, grad_norm: 3.3245 2020-07-26 21:42:59,353 - mmaction - INFO - Epoch [111][1680/3757] lr: 3.290e-02, eta: 1 day, 21:17:17, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5680, loss_cls: 3.1207, loss: 3.1207, grad_norm: 3.3078 2020-07-26 21:43:10,820 - mmaction - INFO - Epoch [111][1700/3757] lr: 3.290e-02, eta: 1 day, 21:17:04, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.3344, top5_acc: 0.5930, loss_cls: 3.0582, loss: 3.0582, grad_norm: 3.3042 2020-07-26 21:43:22,296 - mmaction - INFO - Epoch [111][1720/3757] lr: 3.290e-02, eta: 1 day, 21:16:50, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5805, loss_cls: 3.1207, loss: 3.1207, grad_norm: 3.2919 2020-07-26 21:43:33,668 - mmaction - INFO - Epoch [111][1740/3757] lr: 3.290e-02, eta: 1 day, 21:16:37, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5719, loss_cls: 3.1114, loss: 3.1114, grad_norm: 3.3141 2020-07-26 21:43:45,109 - mmaction - INFO - Epoch [111][1760/3757] lr: 3.290e-02, eta: 1 day, 21:16:23, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5758, loss_cls: 3.0788, loss: 3.0788, grad_norm: 3.3556 2020-07-26 21:43:56,494 - mmaction - INFO - Epoch [111][1780/3757] lr: 3.290e-02, eta: 1 day, 21:16:10, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3203, top5_acc: 0.5813, loss_cls: 3.0397, loss: 3.0397, grad_norm: 3.3220 2020-07-26 21:44:07,924 - mmaction - INFO - Epoch [111][1800/3757] lr: 3.290e-02, eta: 1 day, 21:15:56, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5516, loss_cls: 3.1608, loss: 3.1608, grad_norm: 3.3995 2020-07-26 21:44:19,262 - mmaction - INFO - Epoch [111][1820/3757] lr: 3.290e-02, eta: 1 day, 21:15:43, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5570, loss_cls: 3.1355, loss: 3.1355, grad_norm: 3.4026 2020-07-26 21:44:30,779 - mmaction - INFO - Epoch [111][1840/3757] lr: 3.290e-02, eta: 1 day, 21:15:30, time: 0.576, data_time: 0.008, memory: 5232, top1_acc: 0.3359, top5_acc: 0.5836, loss_cls: 2.9913, loss: 2.9913, grad_norm: 3.2842 2020-07-26 21:44:42,210 - mmaction - INFO - Epoch [111][1860/3757] lr: 3.290e-02, eta: 1 day, 21:15:16, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5727, loss_cls: 3.0875, loss: 3.0875, grad_norm: 3.3882 2020-07-26 21:44:53,655 - mmaction - INFO - Epoch [111][1880/3757] lr: 3.290e-02, eta: 1 day, 21:15:03, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5633, loss_cls: 3.1334, loss: 3.1334, grad_norm: 3.4416 2020-07-26 21:45:05,074 - mmaction - INFO - Epoch [111][1900/3757] lr: 3.290e-02, eta: 1 day, 21:14:49, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.3320, top5_acc: 0.5836, loss_cls: 3.0110, loss: 3.0110, grad_norm: 3.4017 2020-07-26 21:45:16,438 - mmaction - INFO - Epoch [111][1920/3757] lr: 3.290e-02, eta: 1 day, 21:14:36, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5758, loss_cls: 3.1113, loss: 3.1113, grad_norm: 3.3462 2020-07-26 21:45:27,848 - mmaction - INFO - Epoch [111][1940/3757] lr: 3.290e-02, eta: 1 day, 21:14:22, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3352, top5_acc: 0.5789, loss_cls: 3.0884, loss: 3.0884, grad_norm: 3.3739 2020-07-26 21:45:39,337 - mmaction - INFO - Epoch [111][1960/3757] lr: 3.290e-02, eta: 1 day, 21:14:09, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5773, loss_cls: 3.0989, loss: 3.0989, grad_norm: 3.2783 2020-07-26 21:45:50,951 - mmaction - INFO - Epoch [111][1980/3757] lr: 3.290e-02, eta: 1 day, 21:13:56, time: 0.581, data_time: 0.004, memory: 5232, top1_acc: 0.3180, top5_acc: 0.5594, loss_cls: 3.1724, loss: 3.1724, grad_norm: 3.3467 2020-07-26 21:46:02,360 - mmaction - INFO - Epoch [111][2000/3757] lr: 3.290e-02, eta: 1 day, 21:13:42, time: 0.570, data_time: 0.001, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5656, loss_cls: 3.1614, loss: 3.1614, grad_norm: 3.2532 2020-07-26 21:46:13,773 - mmaction - INFO - Epoch [111][2020/3757] lr: 3.290e-02, eta: 1 day, 21:13:29, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5781, loss_cls: 3.1213, loss: 3.1213, grad_norm: 3.3461 2020-07-26 21:46:25,119 - mmaction - INFO - Epoch [111][2040/3757] lr: 3.290e-02, eta: 1 day, 21:13:15, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3398, top5_acc: 0.5914, loss_cls: 3.0309, loss: 3.0309, grad_norm: 3.3881 2020-07-26 21:46:36,495 - mmaction - INFO - Epoch [111][2060/3757] lr: 3.290e-02, eta: 1 day, 21:13:02, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5703, loss_cls: 3.0731, loss: 3.0731, grad_norm: 3.2833 2020-07-26 21:46:48,042 - mmaction - INFO - Epoch [111][2080/3757] lr: 3.290e-02, eta: 1 day, 21:12:48, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5414, loss_cls: 3.2340, loss: 3.2340, grad_norm: 3.3656 2020-07-26 21:46:59,397 - mmaction - INFO - Epoch [111][2100/3757] lr: 3.290e-02, eta: 1 day, 21:12:35, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5594, loss_cls: 3.1432, loss: 3.1432, grad_norm: 3.3440 2020-07-26 21:47:10,947 - mmaction - INFO - Epoch [111][2120/3757] lr: 3.290e-02, eta: 1 day, 21:12:21, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3570, top5_acc: 0.5969, loss_cls: 3.0127, loss: 3.0127, grad_norm: 3.2499 2020-07-26 21:47:22,386 - mmaction - INFO - Epoch [111][2140/3757] lr: 3.290e-02, eta: 1 day, 21:12:08, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5578, loss_cls: 3.1629, loss: 3.1629, grad_norm: 3.3918 2020-07-26 21:47:33,740 - mmaction - INFO - Epoch [111][2160/3757] lr: 3.290e-02, eta: 1 day, 21:11:55, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5898, loss_cls: 3.0989, loss: 3.0989, grad_norm: 3.2513 2020-07-26 21:47:45,277 - mmaction - INFO - Epoch [111][2180/3757] lr: 3.290e-02, eta: 1 day, 21:11:41, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5609, loss_cls: 3.1599, loss: 3.1599, grad_norm: 3.4135 2020-07-26 21:47:56,728 - mmaction - INFO - Epoch [111][2200/3757] lr: 3.290e-02, eta: 1 day, 21:11:28, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3133, top5_acc: 0.5648, loss_cls: 3.1491, loss: 3.1491, grad_norm: 3.3184 2020-07-26 21:48:08,095 - mmaction - INFO - Epoch [111][2220/3757] lr: 3.290e-02, eta: 1 day, 21:11:14, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3570, top5_acc: 0.5977, loss_cls: 2.9678, loss: 2.9678, grad_norm: 3.3120 2020-07-26 21:48:19,514 - mmaction - INFO - Epoch [111][2240/3757] lr: 3.290e-02, eta: 1 day, 21:11:01, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3180, top5_acc: 0.5750, loss_cls: 3.1091, loss: 3.1091, grad_norm: 3.3489 2020-07-26 21:48:30,914 - mmaction - INFO - Epoch [111][2260/3757] lr: 3.290e-02, eta: 1 day, 21:10:47, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3320, top5_acc: 0.5750, loss_cls: 3.1345, loss: 3.1345, grad_norm: 3.4264 2020-07-26 21:48:42,403 - mmaction - INFO - Epoch [111][2280/3757] lr: 3.290e-02, eta: 1 day, 21:10:34, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3242, top5_acc: 0.5789, loss_cls: 3.0997, loss: 3.0997, grad_norm: 3.2522 2020-07-26 21:48:53,874 - mmaction - INFO - Epoch [111][2300/3757] lr: 3.290e-02, eta: 1 day, 21:10:21, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.3391, top5_acc: 0.5805, loss_cls: 3.0830, loss: 3.0830, grad_norm: 3.3024 2020-07-26 21:49:05,668 - mmaction - INFO - Epoch [111][2320/3757] lr: 3.290e-02, eta: 1 day, 21:10:07, time: 0.589, data_time: 0.025, memory: 5232, top1_acc: 0.3422, top5_acc: 0.5883, loss_cls: 3.0088, loss: 3.0088, grad_norm: 3.2789 2020-07-26 21:49:17,151 - mmaction - INFO - Epoch [111][2340/3757] lr: 3.290e-02, eta: 1 day, 21:09:54, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3266, top5_acc: 0.5836, loss_cls: 3.0620, loss: 3.0620, grad_norm: 3.3335 2020-07-26 21:49:28,599 - mmaction - INFO - Epoch [111][2360/3757] lr: 3.290e-02, eta: 1 day, 21:09:41, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5656, loss_cls: 3.1449, loss: 3.1449, grad_norm: 3.4557 2020-07-26 21:49:40,121 - mmaction - INFO - Epoch [111][2380/3757] lr: 3.290e-02, eta: 1 day, 21:09:27, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5586, loss_cls: 3.1910, loss: 3.1910, grad_norm: 3.3536 2020-07-26 21:49:51,684 - mmaction - INFO - Epoch [111][2400/3757] lr: 3.290e-02, eta: 1 day, 21:09:14, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3523, top5_acc: 0.5938, loss_cls: 3.0560, loss: 3.0560, grad_norm: 3.2511 2020-07-26 21:50:03,193 - mmaction - INFO - Epoch [111][2420/3757] lr: 3.290e-02, eta: 1 day, 21:09:01, time: 0.575, data_time: 0.002, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5641, loss_cls: 3.1183, loss: 3.1183, grad_norm: 3.3511 2020-07-26 21:50:14,494 - mmaction - INFO - Epoch [111][2440/3757] lr: 3.290e-02, eta: 1 day, 21:08:47, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5820, loss_cls: 3.0942, loss: 3.0942, grad_norm: 3.3434 2020-07-26 21:50:25,956 - mmaction - INFO - Epoch [111][2460/3757] lr: 3.290e-02, eta: 1 day, 21:08:34, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.6062, loss_cls: 2.9601, loss: 2.9601, grad_norm: 3.2255 2020-07-26 21:50:37,576 - mmaction - INFO - Epoch [111][2480/3757] lr: 3.290e-02, eta: 1 day, 21:08:20, time: 0.580, data_time: 0.003, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5766, loss_cls: 3.1125, loss: 3.1125, grad_norm: 3.4044 2020-07-26 21:50:48,984 - mmaction - INFO - Epoch [111][2500/3757] lr: 3.290e-02, eta: 1 day, 21:08:07, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.3305, top5_acc: 0.5594, loss_cls: 3.1771, loss: 3.1771, grad_norm: 3.4097 2020-07-26 21:51:00,255 - mmaction - INFO - Epoch [111][2520/3757] lr: 3.290e-02, eta: 1 day, 21:07:53, time: 0.564, data_time: 0.001, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5781, loss_cls: 3.0675, loss: 3.0675, grad_norm: 3.3128 2020-07-26 21:51:11,531 - mmaction - INFO - Epoch [111][2540/3757] lr: 3.290e-02, eta: 1 day, 21:07:40, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.3477, top5_acc: 0.5891, loss_cls: 2.9819, loss: 2.9819, grad_norm: 3.2616 2020-07-26 21:51:22,990 - mmaction - INFO - Epoch [111][2560/3757] lr: 3.290e-02, eta: 1 day, 21:07:26, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5773, loss_cls: 3.1433, loss: 3.1433, grad_norm: 3.4282 2020-07-26 21:51:34,459 - mmaction - INFO - Epoch [111][2580/3757] lr: 3.290e-02, eta: 1 day, 21:07:13, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3391, top5_acc: 0.5922, loss_cls: 3.0126, loss: 3.0126, grad_norm: 3.3701 2020-07-26 21:51:45,882 - mmaction - INFO - Epoch [111][2600/3757] lr: 3.290e-02, eta: 1 day, 21:07:00, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3344, top5_acc: 0.5797, loss_cls: 3.1084, loss: 3.1084, grad_norm: 3.3371 2020-07-26 21:51:57,377 - mmaction - INFO - Epoch [111][2620/3757] lr: 3.290e-02, eta: 1 day, 21:06:46, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5773, loss_cls: 3.0971, loss: 3.0971, grad_norm: 3.3308 2020-07-26 21:52:08,757 - mmaction - INFO - Epoch [111][2640/3757] lr: 3.290e-02, eta: 1 day, 21:06:33, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3266, top5_acc: 0.5586, loss_cls: 3.1861, loss: 3.1861, grad_norm: 3.3148 2020-07-26 21:52:20,278 - mmaction - INFO - Epoch [111][2660/3757] lr: 3.290e-02, eta: 1 day, 21:06:19, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3320, top5_acc: 0.5711, loss_cls: 3.0829, loss: 3.0829, grad_norm: 3.3760 2020-07-26 21:52:31,582 - mmaction - INFO - Epoch [111][2680/3757] lr: 3.290e-02, eta: 1 day, 21:06:06, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5531, loss_cls: 3.1462, loss: 3.1462, grad_norm: 3.3353 2020-07-26 21:52:42,989 - mmaction - INFO - Epoch [111][2700/3757] lr: 3.290e-02, eta: 1 day, 21:05:52, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.3383, top5_acc: 0.5867, loss_cls: 3.0283, loss: 3.0283, grad_norm: 3.2213 2020-07-26 21:52:54,444 - mmaction - INFO - Epoch [111][2720/3757] lr: 3.290e-02, eta: 1 day, 21:05:39, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.2859, top5_acc: 0.5484, loss_cls: 3.2364, loss: 3.2364, grad_norm: 3.4044 2020-07-26 21:53:05,817 - mmaction - INFO - Epoch [111][2740/3757] lr: 3.290e-02, eta: 1 day, 21:05:25, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3617, top5_acc: 0.6062, loss_cls: 2.9682, loss: 2.9682, grad_norm: 3.2644 2020-07-26 21:53:17,731 - mmaction - INFO - Epoch [111][2760/3757] lr: 3.290e-02, eta: 1 day, 21:05:12, time: 0.595, data_time: 0.026, memory: 5232, top1_acc: 0.3305, top5_acc: 0.5844, loss_cls: 3.0826, loss: 3.0826, grad_norm: 3.3065 2020-07-26 21:53:29,301 - mmaction - INFO - Epoch [111][2780/3757] lr: 3.290e-02, eta: 1 day, 21:04:59, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.3344, top5_acc: 0.5867, loss_cls: 3.0085, loss: 3.0085, grad_norm: 3.3634 2020-07-26 21:53:40,659 - mmaction - INFO - Epoch [111][2800/3757] lr: 3.290e-02, eta: 1 day, 21:04:46, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.3305, top5_acc: 0.5539, loss_cls: 3.1512, loss: 3.1512, grad_norm: 3.4152 2020-07-26 21:53:52,058 - mmaction - INFO - Epoch [111][2820/3757] lr: 3.290e-02, eta: 1 day, 21:04:32, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.3484, top5_acc: 0.5820, loss_cls: 3.0124, loss: 3.0124, grad_norm: 3.3476 2020-07-26 21:54:03,418 - mmaction - INFO - Epoch [111][2840/3757] lr: 3.290e-02, eta: 1 day, 21:04:19, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3180, top5_acc: 0.5914, loss_cls: 3.0451, loss: 3.0451, grad_norm: 3.4104 2020-07-26 21:54:14,872 - mmaction - INFO - Epoch [111][2860/3757] lr: 3.290e-02, eta: 1 day, 21:04:05, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5719, loss_cls: 3.1473, loss: 3.1473, grad_norm: 3.4123 2020-07-26 21:54:26,287 - mmaction - INFO - Epoch [111][2880/3757] lr: 3.290e-02, eta: 1 day, 21:03:52, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3305, top5_acc: 0.5820, loss_cls: 3.0789, loss: 3.0789, grad_norm: 3.2865 2020-07-26 21:54:37,688 - mmaction - INFO - Epoch [111][2900/3757] lr: 3.290e-02, eta: 1 day, 21:03:38, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5719, loss_cls: 3.1035, loss: 3.1035, grad_norm: 3.4352 2020-07-26 21:54:49,184 - mmaction - INFO - Epoch [111][2920/3757] lr: 3.290e-02, eta: 1 day, 21:03:25, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3250, top5_acc: 0.5758, loss_cls: 3.0666, loss: 3.0666, grad_norm: 3.3642 2020-07-26 21:55:00,665 - mmaction - INFO - Epoch [111][2940/3757] lr: 3.290e-02, eta: 1 day, 21:03:12, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.3359, top5_acc: 0.5758, loss_cls: 3.1126, loss: 3.1126, grad_norm: 3.3112 2020-07-26 21:55:12,134 - mmaction - INFO - Epoch [111][2960/3757] lr: 3.290e-02, eta: 1 day, 21:02:58, time: 0.573, data_time: 0.010, memory: 5232, top1_acc: 0.3492, top5_acc: 0.5945, loss_cls: 2.9882, loss: 2.9882, grad_norm: 3.2751 2020-07-26 21:55:23,610 - mmaction - INFO - Epoch [111][2980/3757] lr: 3.290e-02, eta: 1 day, 21:02:45, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3383, top5_acc: 0.5773, loss_cls: 3.1020, loss: 3.1020, grad_norm: 3.4390 2020-07-26 21:55:35,045 - mmaction - INFO - Epoch [111][3000/3757] lr: 3.290e-02, eta: 1 day, 21:02:32, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5773, loss_cls: 3.0791, loss: 3.0791, grad_norm: 3.2371 2020-07-26 21:55:46,474 - mmaction - INFO - Epoch [111][3020/3757] lr: 3.290e-02, eta: 1 day, 21:02:18, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5563, loss_cls: 3.1793, loss: 3.1793, grad_norm: 3.4052 2020-07-26 21:55:57,956 - mmaction - INFO - Epoch [111][3040/3757] lr: 3.290e-02, eta: 1 day, 21:02:05, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3328, top5_acc: 0.5805, loss_cls: 3.0337, loss: 3.0337, grad_norm: 3.2328 2020-07-26 21:56:09,393 - mmaction - INFO - Epoch [111][3060/3757] lr: 3.290e-02, eta: 1 day, 21:01:51, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3148, top5_acc: 0.5586, loss_cls: 3.1702, loss: 3.1702, grad_norm: 3.3638 2020-07-26 21:56:20,696 - mmaction - INFO - Epoch [111][3080/3757] lr: 3.290e-02, eta: 1 day, 21:01:38, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3555, top5_acc: 0.5867, loss_cls: 3.0107, loss: 3.0107, grad_norm: 3.3058 2020-07-26 21:56:32,140 - mmaction - INFO - Epoch [111][3100/3757] lr: 3.290e-02, eta: 1 day, 21:01:24, time: 0.572, data_time: 0.010, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5656, loss_cls: 3.1687, loss: 3.1687, grad_norm: 3.4361 2020-07-26 21:56:43,541 - mmaction - INFO - Epoch [111][3120/3757] lr: 3.290e-02, eta: 1 day, 21:01:11, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3180, top5_acc: 0.5563, loss_cls: 3.2741, loss: 3.2741, grad_norm: 3.4189 2020-07-26 21:56:54,969 - mmaction - INFO - Epoch [111][3140/3757] lr: 3.290e-02, eta: 1 day, 21:00:57, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5641, loss_cls: 3.1597, loss: 3.1597, grad_norm: 3.3386 2020-07-26 21:57:06,432 - mmaction - INFO - Epoch [111][3160/3757] lr: 3.290e-02, eta: 1 day, 21:00:44, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3383, top5_acc: 0.5875, loss_cls: 3.0563, loss: 3.0563, grad_norm: 3.3287 2020-07-26 21:57:17,892 - mmaction - INFO - Epoch [111][3180/3757] lr: 3.290e-02, eta: 1 day, 21:00:31, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3281, top5_acc: 0.5719, loss_cls: 3.1327, loss: 3.1327, grad_norm: 3.4065 2020-07-26 21:57:29,284 - mmaction - INFO - Epoch [111][3200/3757] lr: 3.290e-02, eta: 1 day, 21:00:17, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5570, loss_cls: 3.1735, loss: 3.1735, grad_norm: 3.3615 2020-07-26 21:57:40,687 - mmaction - INFO - Epoch [111][3220/3757] lr: 3.290e-02, eta: 1 day, 21:00:04, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3148, top5_acc: 0.5719, loss_cls: 3.0967, loss: 3.0967, grad_norm: 3.3289 2020-07-26 21:57:52,200 - mmaction - INFO - Epoch [111][3240/3757] lr: 3.290e-02, eta: 1 day, 20:59:50, time: 0.576, data_time: 0.009, memory: 5232, top1_acc: 0.3305, top5_acc: 0.5773, loss_cls: 3.0631, loss: 3.0631, grad_norm: 3.3394 2020-07-26 21:58:03,681 - mmaction - INFO - Epoch [111][3260/3757] lr: 3.290e-02, eta: 1 day, 20:59:37, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.2945, top5_acc: 0.5523, loss_cls: 3.2655, loss: 3.2655, grad_norm: 3.4429 2020-07-26 21:58:15,270 - mmaction - INFO - Epoch [111][3280/3757] lr: 3.290e-02, eta: 1 day, 20:59:24, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5961, loss_cls: 3.0708, loss: 3.0708, grad_norm: 3.2408 2020-07-26 21:58:26,731 - mmaction - INFO - Epoch [111][3300/3757] lr: 3.290e-02, eta: 1 day, 20:59:10, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5680, loss_cls: 3.1961, loss: 3.1961, grad_norm: 3.3443 2020-07-26 21:58:38,172 - mmaction - INFO - Epoch [111][3320/3757] lr: 3.290e-02, eta: 1 day, 20:58:57, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3586, top5_acc: 0.6133, loss_cls: 2.9975, loss: 2.9975, grad_norm: 3.2156 2020-07-26 21:58:49,637 - mmaction - INFO - Epoch [111][3340/3757] lr: 3.290e-02, eta: 1 day, 20:58:44, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3266, top5_acc: 0.5609, loss_cls: 3.1221, loss: 3.1221, grad_norm: 3.3209 2020-07-26 21:59:01,104 - mmaction - INFO - Epoch [111][3360/3757] lr: 3.290e-02, eta: 1 day, 20:58:30, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5711, loss_cls: 3.1099, loss: 3.1099, grad_norm: 3.3753 2020-07-26 21:59:12,508 - mmaction - INFO - Epoch [111][3380/3757] lr: 3.290e-02, eta: 1 day, 20:58:17, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3344, top5_acc: 0.5781, loss_cls: 3.1150, loss: 3.1150, grad_norm: 3.3757 2020-07-26 21:59:23,926 - mmaction - INFO - Epoch [111][3400/3757] lr: 3.290e-02, eta: 1 day, 20:58:03, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3414, top5_acc: 0.5758, loss_cls: 3.1121, loss: 3.1121, grad_norm: 3.3238 2020-07-26 21:59:35,312 - mmaction - INFO - Epoch [111][3420/3757] lr: 3.290e-02, eta: 1 day, 20:57:50, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3266, top5_acc: 0.5695, loss_cls: 3.1464, loss: 3.1464, grad_norm: 3.3215 2020-07-26 21:59:46,778 - mmaction - INFO - Epoch [111][3440/3757] lr: 3.290e-02, eta: 1 day, 20:57:36, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5547, loss_cls: 3.1883, loss: 3.1883, grad_norm: 3.3728 2020-07-26 21:59:58,284 - mmaction - INFO - Epoch [111][3460/3757] lr: 3.290e-02, eta: 1 day, 20:57:23, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3570, top5_acc: 0.5906, loss_cls: 2.9952, loss: 2.9952, grad_norm: 3.2538 2020-07-26 22:00:14,976 - mmaction - INFO - Epoch [111][3480/3757] lr: 3.290e-02, eta: 1 day, 20:57:14, time: 0.833, data_time: 0.003, memory: 5232, top1_acc: 0.3523, top5_acc: 0.5914, loss_cls: 3.0222, loss: 3.0222, grad_norm: 3.3040 2020-07-26 22:00:26,537 - mmaction - INFO - Epoch [111][3500/3757] lr: 3.290e-02, eta: 1 day, 20:57:01, time: 0.580, data_time: 0.006, memory: 5232, top1_acc: 0.3203, top5_acc: 0.5844, loss_cls: 3.0726, loss: 3.0726, grad_norm: 3.2780 2020-07-26 22:00:38,066 - mmaction - INFO - Epoch [111][3520/3757] lr: 3.290e-02, eta: 1 day, 20:56:48, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3336, top5_acc: 0.5797, loss_cls: 3.0195, loss: 3.0195, grad_norm: 3.3129 2020-07-26 22:00:49,487 - mmaction - INFO - Epoch [111][3540/3757] lr: 3.290e-02, eta: 1 day, 20:56:34, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3242, top5_acc: 0.5563, loss_cls: 3.1559, loss: 3.1559, grad_norm: 3.4132 2020-07-26 22:01:00,936 - mmaction - INFO - Epoch [111][3560/3757] lr: 3.290e-02, eta: 1 day, 20:56:21, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5602, loss_cls: 3.1489, loss: 3.1489, grad_norm: 3.2658 2020-07-26 22:01:12,340 - mmaction - INFO - Epoch [111][3580/3757] lr: 3.290e-02, eta: 1 day, 20:56:08, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3406, top5_acc: 0.5773, loss_cls: 3.1286, loss: 3.1286, grad_norm: 3.2163 2020-07-26 22:01:23,796 - mmaction - INFO - Epoch [111][3600/3757] lr: 3.290e-02, eta: 1 day, 20:55:54, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5773, loss_cls: 3.1427, loss: 3.1427, grad_norm: 3.3560 2020-07-26 22:01:35,224 - mmaction - INFO - Epoch [111][3620/3757] lr: 3.290e-02, eta: 1 day, 20:55:41, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3266, top5_acc: 0.5570, loss_cls: 3.1113, loss: 3.1113, grad_norm: 3.3369 2020-07-26 22:01:46,674 - mmaction - INFO - Epoch [111][3640/3757] lr: 3.290e-02, eta: 1 day, 20:55:27, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5727, loss_cls: 3.1365, loss: 3.1365, grad_norm: 3.4104 2020-07-26 22:01:58,140 - mmaction - INFO - Epoch [111][3660/3757] lr: 3.290e-02, eta: 1 day, 20:55:14, time: 0.573, data_time: 0.001, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5539, loss_cls: 3.0735, loss: 3.0735, grad_norm: 3.2852 2020-07-26 22:02:09,740 - mmaction - INFO - Epoch [111][3680/3757] lr: 3.290e-02, eta: 1 day, 20:55:01, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.3023, top5_acc: 0.5563, loss_cls: 3.1852, loss: 3.1852, grad_norm: 3.3729 2020-07-26 22:02:21,298 - mmaction - INFO - Epoch [111][3700/3757] lr: 3.290e-02, eta: 1 day, 20:54:47, time: 0.579, data_time: 0.004, memory: 5232, top1_acc: 0.3359, top5_acc: 0.5742, loss_cls: 3.0637, loss: 3.0637, grad_norm: 3.3152 2020-07-26 22:02:32,768 - mmaction - INFO - Epoch [111][3720/3757] lr: 3.290e-02, eta: 1 day, 20:54:34, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5727, loss_cls: 3.1382, loss: 3.1382, grad_norm: 3.3394 2020-07-26 22:02:44,207 - mmaction - INFO - Epoch [111][3740/3757] lr: 3.290e-02, eta: 1 day, 20:54:21, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5773, loss_cls: 3.1226, loss: 3.1226, grad_norm: 3.3021 2020-07-26 22:06:03,457 - mmaction - INFO - Epoch [112][20/3757] lr: 3.208e-02, eta: 1 day, 20:56:22, time: 9.117, data_time: 8.435, memory: 5232, top1_acc: 0.3430, top5_acc: 0.5805, loss_cls: 3.0406, loss: 3.0406, grad_norm: 3.3355 2020-07-26 22:06:14,783 - mmaction - INFO - Epoch [112][40/3757] lr: 3.208e-02, eta: 1 day, 20:56:09, time: 0.566, data_time: 0.004, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5648, loss_cls: 3.0781, loss: 3.0781, grad_norm: 3.3446 2020-07-26 22:06:26,143 - mmaction - INFO - Epoch [112][60/3757] lr: 3.208e-02, eta: 1 day, 20:55:55, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3266, top5_acc: 0.5672, loss_cls: 3.0654, loss: 3.0654, grad_norm: 3.3638 2020-07-26 22:06:37,408 - mmaction - INFO - Epoch [112][80/3757] lr: 3.208e-02, eta: 1 day, 20:55:41, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.3352, top5_acc: 0.5844, loss_cls: 3.0567, loss: 3.0567, grad_norm: 3.3775 2020-07-26 22:06:48,767 - mmaction - INFO - Epoch [112][100/3757] lr: 3.208e-02, eta: 1 day, 20:55:28, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5672, loss_cls: 3.1628, loss: 3.1628, grad_norm: 3.4041 2020-07-26 22:07:00,161 - mmaction - INFO - Epoch [112][120/3757] lr: 3.208e-02, eta: 1 day, 20:55:15, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3516, top5_acc: 0.5922, loss_cls: 2.9950, loss: 2.9950, grad_norm: 3.2511 2020-07-26 22:07:11,640 - mmaction - INFO - Epoch [112][140/3757] lr: 3.208e-02, eta: 1 day, 20:55:01, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3422, top5_acc: 0.5883, loss_cls: 3.0283, loss: 3.0283, grad_norm: 3.3364 2020-07-26 22:07:23,043 - mmaction - INFO - Epoch [112][160/3757] lr: 3.208e-02, eta: 1 day, 20:54:48, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5641, loss_cls: 3.1824, loss: 3.1824, grad_norm: 3.3983 2020-07-26 22:07:34,337 - mmaction - INFO - Epoch [112][180/3757] lr: 3.208e-02, eta: 1 day, 20:54:34, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5586, loss_cls: 3.0790, loss: 3.0790, grad_norm: 3.2834 2020-07-26 22:07:45,865 - mmaction - INFO - Epoch [112][200/3757] lr: 3.208e-02, eta: 1 day, 20:54:21, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5609, loss_cls: 3.1472, loss: 3.1472, grad_norm: 3.3295 2020-07-26 22:07:57,225 - mmaction - INFO - Epoch [112][220/3757] lr: 3.208e-02, eta: 1 day, 20:54:07, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5898, loss_cls: 3.0458, loss: 3.0458, grad_norm: 3.2768 2020-07-26 22:08:08,524 - mmaction - INFO - Epoch [112][240/3757] lr: 3.208e-02, eta: 1 day, 20:53:54, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3438, top5_acc: 0.6109, loss_cls: 2.9774, loss: 2.9774, grad_norm: 3.3401 2020-07-26 22:08:19,895 - mmaction - INFO - Epoch [112][260/3757] lr: 3.208e-02, eta: 1 day, 20:53:40, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5656, loss_cls: 3.0734, loss: 3.0734, grad_norm: 3.3258 2020-07-26 22:08:31,185 - mmaction - INFO - Epoch [112][280/3757] lr: 3.208e-02, eta: 1 day, 20:53:27, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3398, top5_acc: 0.5828, loss_cls: 3.0413, loss: 3.0413, grad_norm: 3.3182 2020-07-26 22:08:42,527 - mmaction - INFO - Epoch [112][300/3757] lr: 3.208e-02, eta: 1 day, 20:53:13, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5797, loss_cls: 3.1333, loss: 3.1333, grad_norm: 3.3912 2020-07-26 22:08:53,937 - mmaction - INFO - Epoch [112][320/3757] lr: 3.208e-02, eta: 1 day, 20:53:00, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3430, top5_acc: 0.6070, loss_cls: 2.9824, loss: 2.9824, grad_norm: 3.2272 2020-07-26 22:09:05,387 - mmaction - INFO - Epoch [112][340/3757] lr: 3.208e-02, eta: 1 day, 20:52:46, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5844, loss_cls: 2.9941, loss: 2.9941, grad_norm: 3.2814 2020-07-26 22:09:17,265 - mmaction - INFO - Epoch [112][360/3757] lr: 3.208e-02, eta: 1 day, 20:52:33, time: 0.594, data_time: 0.025, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5914, loss_cls: 3.0349, loss: 3.0349, grad_norm: 3.2875 2020-07-26 22:09:28,707 - mmaction - INFO - Epoch [112][380/3757] lr: 3.208e-02, eta: 1 day, 20:52:20, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3133, top5_acc: 0.5844, loss_cls: 3.0410, loss: 3.0410, grad_norm: 3.2831 2020-07-26 22:09:40,138 - mmaction - INFO - Epoch [112][400/3757] lr: 3.208e-02, eta: 1 day, 20:52:06, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3516, top5_acc: 0.6000, loss_cls: 3.0200, loss: 3.0200, grad_norm: 3.2937 2020-07-26 22:09:51,579 - mmaction - INFO - Epoch [112][420/3757] lr: 3.208e-02, eta: 1 day, 20:51:53, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3414, top5_acc: 0.6141, loss_cls: 2.9594, loss: 2.9594, grad_norm: 3.3422 2020-07-26 22:10:03,208 - mmaction - INFO - Epoch [112][440/3757] lr: 3.208e-02, eta: 1 day, 20:51:40, time: 0.581, data_time: 0.003, memory: 5232, top1_acc: 0.3359, top5_acc: 0.5594, loss_cls: 3.1205, loss: 3.1205, grad_norm: 3.3690 2020-07-26 22:10:14,533 - mmaction - INFO - Epoch [112][460/3757] lr: 3.208e-02, eta: 1 day, 20:51:26, time: 0.566, data_time: 0.001, memory: 5232, top1_acc: 0.3539, top5_acc: 0.5852, loss_cls: 3.0033, loss: 3.0033, grad_norm: 3.3567 2020-07-26 22:10:25,914 - mmaction - INFO - Epoch [112][480/3757] lr: 3.208e-02, eta: 1 day, 20:51:13, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3281, top5_acc: 0.5711, loss_cls: 3.0969, loss: 3.0969, grad_norm: 3.3688 2020-07-26 22:10:37,253 - mmaction - INFO - Epoch [112][500/3757] lr: 3.208e-02, eta: 1 day, 20:50:59, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3320, top5_acc: 0.5555, loss_cls: 3.1886, loss: 3.1886, grad_norm: 3.4529 2020-07-26 22:10:48,735 - mmaction - INFO - Epoch [112][520/3757] lr: 3.208e-02, eta: 1 day, 20:50:46, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3398, top5_acc: 0.5664, loss_cls: 3.1007, loss: 3.1007, grad_norm: 3.3746 2020-07-26 22:11:00,146 - mmaction - INFO - Epoch [112][540/3757] lr: 3.208e-02, eta: 1 day, 20:50:32, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.3242, top5_acc: 0.5883, loss_cls: 3.0726, loss: 3.0726, grad_norm: 3.3494 2020-07-26 22:11:11,526 - mmaction - INFO - Epoch [112][560/3757] lr: 3.208e-02, eta: 1 day, 20:50:19, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3422, top5_acc: 0.5813, loss_cls: 3.0284, loss: 3.0284, grad_norm: 3.2846 2020-07-26 22:11:22,940 - mmaction - INFO - Epoch [112][580/3757] lr: 3.208e-02, eta: 1 day, 20:50:05, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3406, top5_acc: 0.5914, loss_cls: 3.0442, loss: 3.0442, grad_norm: 3.4064 2020-07-26 22:11:34,315 - mmaction - INFO - Epoch [112][600/3757] lr: 3.208e-02, eta: 1 day, 20:49:52, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3664, top5_acc: 0.6070, loss_cls: 2.9444, loss: 2.9444, grad_norm: 3.3351 2020-07-26 22:11:45,732 - mmaction - INFO - Epoch [112][620/3757] lr: 3.208e-02, eta: 1 day, 20:49:39, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5766, loss_cls: 3.1143, loss: 3.1143, grad_norm: 3.3427 2020-07-26 22:11:57,123 - mmaction - INFO - Epoch [112][640/3757] lr: 3.208e-02, eta: 1 day, 20:49:25, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3445, top5_acc: 0.5867, loss_cls: 3.0626, loss: 3.0626, grad_norm: 3.2798 2020-07-26 22:12:08,638 - mmaction - INFO - Epoch [112][660/3757] lr: 3.208e-02, eta: 1 day, 20:49:12, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3469, top5_acc: 0.5930, loss_cls: 2.9870, loss: 2.9870, grad_norm: 3.3779 2020-07-26 22:12:20,080 - mmaction - INFO - Epoch [112][680/3757] lr: 3.208e-02, eta: 1 day, 20:48:58, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5727, loss_cls: 3.0685, loss: 3.0685, grad_norm: 3.5013 2020-07-26 22:12:31,512 - mmaction - INFO - Epoch [112][700/3757] lr: 3.208e-02, eta: 1 day, 20:48:45, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5680, loss_cls: 3.1412, loss: 3.1412, grad_norm: 3.4274 2020-07-26 22:12:42,871 - mmaction - INFO - Epoch [112][720/3757] lr: 3.208e-02, eta: 1 day, 20:48:31, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5719, loss_cls: 3.1503, loss: 3.1503, grad_norm: 3.4752 2020-07-26 22:12:54,228 - mmaction - INFO - Epoch [112][740/3757] lr: 3.208e-02, eta: 1 day, 20:48:18, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3398, top5_acc: 0.5648, loss_cls: 3.1004, loss: 3.1004, grad_norm: 3.4108 2020-07-26 22:13:05,668 - mmaction - INFO - Epoch [112][760/3757] lr: 3.208e-02, eta: 1 day, 20:48:04, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3398, top5_acc: 0.5867, loss_cls: 3.0317, loss: 3.0317, grad_norm: 3.2768 2020-07-26 22:13:17,148 - mmaction - INFO - Epoch [112][780/3757] lr: 3.208e-02, eta: 1 day, 20:47:51, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5836, loss_cls: 3.0990, loss: 3.0990, grad_norm: 3.3181 2020-07-26 22:13:28,550 - mmaction - INFO - Epoch [112][800/3757] lr: 3.208e-02, eta: 1 day, 20:47:38, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3461, top5_acc: 0.6023, loss_cls: 2.9637, loss: 2.9637, grad_norm: 3.3137 2020-07-26 22:13:39,933 - mmaction - INFO - Epoch [112][820/3757] lr: 3.208e-02, eta: 1 day, 20:47:24, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3305, top5_acc: 0.5805, loss_cls: 3.0271, loss: 3.0271, grad_norm: 3.4900 2020-07-26 22:13:51,361 - mmaction - INFO - Epoch [112][840/3757] lr: 3.208e-02, eta: 1 day, 20:47:11, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3203, top5_acc: 0.5680, loss_cls: 3.1250, loss: 3.1250, grad_norm: 3.4104 2020-07-26 22:14:02,829 - mmaction - INFO - Epoch [112][860/3757] lr: 3.208e-02, eta: 1 day, 20:46:57, time: 0.573, data_time: 0.006, memory: 5232, top1_acc: 0.3719, top5_acc: 0.5984, loss_cls: 2.9776, loss: 2.9776, grad_norm: 3.3565 2020-07-26 22:14:14,265 - mmaction - INFO - Epoch [112][880/3757] lr: 3.208e-02, eta: 1 day, 20:46:44, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3422, top5_acc: 0.5914, loss_cls: 3.0316, loss: 3.0316, grad_norm: 3.2980 2020-07-26 22:14:25,641 - mmaction - INFO - Epoch [112][900/3757] lr: 3.208e-02, eta: 1 day, 20:46:30, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.3477, top5_acc: 0.5609, loss_cls: 3.0771, loss: 3.0771, grad_norm: 3.2709 2020-07-26 22:14:36,956 - mmaction - INFO - Epoch [112][920/3757] lr: 3.208e-02, eta: 1 day, 20:46:17, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5711, loss_cls: 3.1180, loss: 3.1180, grad_norm: 3.3551 2020-07-26 22:14:48,333 - mmaction - INFO - Epoch [112][940/3757] lr: 3.208e-02, eta: 1 day, 20:46:03, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3594, top5_acc: 0.5898, loss_cls: 2.9924, loss: 2.9924, grad_norm: 3.3173 2020-07-26 22:14:59,788 - mmaction - INFO - Epoch [112][960/3757] lr: 3.208e-02, eta: 1 day, 20:45:50, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3320, top5_acc: 0.5898, loss_cls: 3.0429, loss: 3.0429, grad_norm: 3.4022 2020-07-26 22:15:11,198 - mmaction - INFO - Epoch [112][980/3757] lr: 3.208e-02, eta: 1 day, 20:45:37, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3406, top5_acc: 0.6039, loss_cls: 2.9570, loss: 2.9570, grad_norm: 3.4064 2020-07-26 22:15:22,715 - mmaction - INFO - Epoch [112][1000/3757] lr: 3.208e-02, eta: 1 day, 20:45:23, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3344, top5_acc: 0.5758, loss_cls: 3.0454, loss: 3.0454, grad_norm: 3.3183 2020-07-26 22:15:34,125 - mmaction - INFO - Epoch [112][1020/3757] lr: 3.208e-02, eta: 1 day, 20:45:10, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3078, top5_acc: 0.5437, loss_cls: 3.2604, loss: 3.2604, grad_norm: 3.5218 2020-07-26 22:15:45,533 - mmaction - INFO - Epoch [112][1040/3757] lr: 3.208e-02, eta: 1 day, 20:44:56, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5750, loss_cls: 3.1004, loss: 3.1004, grad_norm: 3.3834 2020-07-26 22:15:56,933 - mmaction - INFO - Epoch [112][1060/3757] lr: 3.208e-02, eta: 1 day, 20:44:43, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5734, loss_cls: 3.0699, loss: 3.0699, grad_norm: 3.4374 2020-07-26 22:16:08,385 - mmaction - INFO - Epoch [112][1080/3757] lr: 3.208e-02, eta: 1 day, 20:44:29, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5844, loss_cls: 3.0724, loss: 3.0724, grad_norm: 3.3603 2020-07-26 22:16:19,755 - mmaction - INFO - Epoch [112][1100/3757] lr: 3.208e-02, eta: 1 day, 20:44:16, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3328, top5_acc: 0.5875, loss_cls: 3.0679, loss: 3.0679, grad_norm: 3.3533 2020-07-26 22:16:31,094 - mmaction - INFO - Epoch [112][1120/3757] lr: 3.208e-02, eta: 1 day, 20:44:03, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5758, loss_cls: 3.0734, loss: 3.0734, grad_norm: 3.4656 2020-07-26 22:16:42,503 - mmaction - INFO - Epoch [112][1140/3757] lr: 3.208e-02, eta: 1 day, 20:43:49, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5727, loss_cls: 3.1269, loss: 3.1269, grad_norm: 3.4923 2020-07-26 22:16:53,892 - mmaction - INFO - Epoch [112][1160/3757] lr: 3.208e-02, eta: 1 day, 20:43:36, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.3266, top5_acc: 0.5898, loss_cls: 3.0594, loss: 3.0594, grad_norm: 3.3912 2020-07-26 22:17:05,171 - mmaction - INFO - Epoch [112][1180/3757] lr: 3.208e-02, eta: 1 day, 20:43:22, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5547, loss_cls: 3.1361, loss: 3.1361, grad_norm: 3.3978 2020-07-26 22:17:16,558 - mmaction - INFO - Epoch [112][1200/3757] lr: 3.208e-02, eta: 1 day, 20:43:09, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3469, top5_acc: 0.6039, loss_cls: 2.9551, loss: 2.9551, grad_norm: 3.3503 2020-07-26 22:17:27,994 - mmaction - INFO - Epoch [112][1220/3757] lr: 3.208e-02, eta: 1 day, 20:42:55, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5938, loss_cls: 3.0473, loss: 3.0473, grad_norm: 3.4277 2020-07-26 22:17:39,345 - mmaction - INFO - Epoch [112][1240/3757] lr: 3.208e-02, eta: 1 day, 20:42:42, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3367, top5_acc: 0.5789, loss_cls: 3.0889, loss: 3.0889, grad_norm: 3.4001 2020-07-26 22:17:50,729 - mmaction - INFO - Epoch [112][1260/3757] lr: 3.208e-02, eta: 1 day, 20:42:28, time: 0.569, data_time: 0.006, memory: 5232, top1_acc: 0.3422, top5_acc: 0.5961, loss_cls: 3.0126, loss: 3.0126, grad_norm: 3.3706 2020-07-26 22:18:02,163 - mmaction - INFO - Epoch [112][1280/3757] lr: 3.208e-02, eta: 1 day, 20:42:15, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3391, top5_acc: 0.5898, loss_cls: 3.0313, loss: 3.0313, grad_norm: 3.3970 2020-07-26 22:18:13,638 - mmaction - INFO - Epoch [112][1300/3757] lr: 3.208e-02, eta: 1 day, 20:42:01, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3336, top5_acc: 0.5781, loss_cls: 3.0869, loss: 3.0869, grad_norm: 3.4998 2020-07-26 22:18:25,109 - mmaction - INFO - Epoch [112][1320/3757] lr: 3.208e-02, eta: 1 day, 20:41:48, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3344, top5_acc: 0.5570, loss_cls: 3.1242, loss: 3.1242, grad_norm: 3.3562 2020-07-26 22:18:36,544 - mmaction - INFO - Epoch [112][1340/3757] lr: 3.208e-02, eta: 1 day, 20:41:35, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3406, top5_acc: 0.5586, loss_cls: 3.1107, loss: 3.1107, grad_norm: 3.3210 2020-07-26 22:18:47,909 - mmaction - INFO - Epoch [112][1360/3757] lr: 3.208e-02, eta: 1 day, 20:41:21, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3430, top5_acc: 0.5914, loss_cls: 3.0680, loss: 3.0680, grad_norm: 3.4529 2020-07-26 22:18:59,348 - mmaction - INFO - Epoch [112][1380/3757] lr: 3.208e-02, eta: 1 day, 20:41:08, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5711, loss_cls: 3.0960, loss: 3.0960, grad_norm: 3.4008 2020-07-26 22:19:10,777 - mmaction - INFO - Epoch [112][1400/3757] lr: 3.208e-02, eta: 1 day, 20:40:54, time: 0.572, data_time: 0.005, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5656, loss_cls: 3.1337, loss: 3.1337, grad_norm: 3.4285 2020-07-26 22:19:22,262 - mmaction - INFO - Epoch [112][1420/3757] lr: 3.208e-02, eta: 1 day, 20:40:41, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3367, top5_acc: 0.5930, loss_cls: 3.0166, loss: 3.0166, grad_norm: 3.2828 2020-07-26 22:19:33,722 - mmaction - INFO - Epoch [112][1440/3757] lr: 3.208e-02, eta: 1 day, 20:40:28, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3328, top5_acc: 0.5797, loss_cls: 3.1480, loss: 3.1480, grad_norm: 3.4282 2020-07-26 22:19:45,157 - mmaction - INFO - Epoch [112][1460/3757] lr: 3.208e-02, eta: 1 day, 20:40:14, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3531, top5_acc: 0.5852, loss_cls: 2.9744, loss: 2.9744, grad_norm: 3.3577 2020-07-26 22:19:56,564 - mmaction - INFO - Epoch [112][1480/3757] lr: 3.208e-02, eta: 1 day, 20:40:01, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3258, top5_acc: 0.5805, loss_cls: 3.0095, loss: 3.0095, grad_norm: 3.3122 2020-07-26 22:20:08,014 - mmaction - INFO - Epoch [112][1500/3757] lr: 3.208e-02, eta: 1 day, 20:39:47, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3336, top5_acc: 0.5875, loss_cls: 3.0225, loss: 3.0225, grad_norm: 3.3426 2020-07-26 22:20:19,434 - mmaction - INFO - Epoch [112][1520/3757] lr: 3.208e-02, eta: 1 day, 20:39:34, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5563, loss_cls: 3.1645, loss: 3.1645, grad_norm: 3.4505 2020-07-26 22:20:30,901 - mmaction - INFO - Epoch [112][1540/3757] lr: 3.208e-02, eta: 1 day, 20:39:20, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3328, top5_acc: 0.5641, loss_cls: 3.1173, loss: 3.1173, grad_norm: 3.3422 2020-07-26 22:20:42,384 - mmaction - INFO - Epoch [112][1560/3757] lr: 3.208e-02, eta: 1 day, 20:39:07, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3398, top5_acc: 0.5797, loss_cls: 3.0214, loss: 3.0214, grad_norm: 3.2301 2020-07-26 22:20:53,785 - mmaction - INFO - Epoch [112][1580/3757] lr: 3.208e-02, eta: 1 day, 20:38:54, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5625, loss_cls: 3.1292, loss: 3.1292, grad_norm: 3.5343 2020-07-26 22:21:05,246 - mmaction - INFO - Epoch [112][1600/3757] lr: 3.208e-02, eta: 1 day, 20:38:40, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3367, top5_acc: 0.6016, loss_cls: 2.9894, loss: 2.9894, grad_norm: 3.3340 2020-07-26 22:21:16,645 - mmaction - INFO - Epoch [112][1620/3757] lr: 3.208e-02, eta: 1 day, 20:38:27, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5789, loss_cls: 3.0754, loss: 3.0754, grad_norm: 3.4240 2020-07-26 22:21:28,122 - mmaction - INFO - Epoch [112][1640/3757] lr: 3.208e-02, eta: 1 day, 20:38:13, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3281, top5_acc: 0.5680, loss_cls: 3.1142, loss: 3.1142, grad_norm: 3.3923 2020-07-26 22:21:39,522 - mmaction - INFO - Epoch [112][1660/3757] lr: 3.208e-02, eta: 1 day, 20:38:00, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3328, top5_acc: 0.5828, loss_cls: 3.0930, loss: 3.0930, grad_norm: 3.3913 2020-07-26 22:21:50,894 - mmaction - INFO - Epoch [112][1680/3757] lr: 3.208e-02, eta: 1 day, 20:37:47, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3469, top5_acc: 0.5969, loss_cls: 3.0188, loss: 3.0188, grad_norm: 3.2954 2020-07-26 22:22:02,385 - mmaction - INFO - Epoch [112][1700/3757] lr: 3.208e-02, eta: 1 day, 20:37:33, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5719, loss_cls: 3.1617, loss: 3.1617, grad_norm: 3.4336 2020-07-26 22:22:13,848 - mmaction - INFO - Epoch [112][1720/3757] lr: 3.208e-02, eta: 1 day, 20:37:20, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5813, loss_cls: 3.1238, loss: 3.1238, grad_norm: 3.3765 2020-07-26 22:22:25,345 - mmaction - INFO - Epoch [112][1740/3757] lr: 3.208e-02, eta: 1 day, 20:37:06, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3398, top5_acc: 0.5813, loss_cls: 2.9762, loss: 2.9762, grad_norm: 3.3114 2020-07-26 22:22:36,780 - mmaction - INFO - Epoch [112][1760/3757] lr: 3.208e-02, eta: 1 day, 20:36:53, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3281, top5_acc: 0.5852, loss_cls: 3.0744, loss: 3.0744, grad_norm: 3.3491 2020-07-26 22:22:48,239 - mmaction - INFO - Epoch [112][1780/3757] lr: 3.208e-02, eta: 1 day, 20:36:40, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5547, loss_cls: 3.1590, loss: 3.1590, grad_norm: 3.3374 2020-07-26 22:22:59,678 - mmaction - INFO - Epoch [112][1800/3757] lr: 3.208e-02, eta: 1 day, 20:36:26, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5586, loss_cls: 3.1384, loss: 3.1384, grad_norm: 3.4532 2020-07-26 22:23:11,158 - mmaction - INFO - Epoch [112][1820/3757] lr: 3.208e-02, eta: 1 day, 20:36:13, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3336, top5_acc: 0.5883, loss_cls: 3.1096, loss: 3.1096, grad_norm: 3.4044 2020-07-26 22:23:22,519 - mmaction - INFO - Epoch [112][1840/3757] lr: 3.208e-02, eta: 1 day, 20:35:59, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5680, loss_cls: 3.1228, loss: 3.1228, grad_norm: 3.3214 2020-07-26 22:23:33,940 - mmaction - INFO - Epoch [112][1860/3757] lr: 3.208e-02, eta: 1 day, 20:35:46, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5805, loss_cls: 3.0963, loss: 3.0963, grad_norm: 3.3000 2020-07-26 22:23:45,340 - mmaction - INFO - Epoch [112][1880/3757] lr: 3.208e-02, eta: 1 day, 20:35:33, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3328, top5_acc: 0.5797, loss_cls: 3.0973, loss: 3.0973, grad_norm: 3.3283 2020-07-26 22:23:56,797 - mmaction - INFO - Epoch [112][1900/3757] lr: 3.208e-02, eta: 1 day, 20:35:19, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.5984, loss_cls: 2.9710, loss: 2.9710, grad_norm: 3.2531 2020-07-26 22:24:08,126 - mmaction - INFO - Epoch [112][1920/3757] lr: 3.208e-02, eta: 1 day, 20:35:06, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3320, top5_acc: 0.6023, loss_cls: 2.9955, loss: 2.9955, grad_norm: 3.4257 2020-07-26 22:24:19,590 - mmaction - INFO - Epoch [112][1940/3757] lr: 3.208e-02, eta: 1 day, 20:34:52, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3438, top5_acc: 0.6039, loss_cls: 2.9754, loss: 2.9754, grad_norm: 3.3025 2020-07-26 22:24:31,046 - mmaction - INFO - Epoch [112][1960/3757] lr: 3.208e-02, eta: 1 day, 20:34:39, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5672, loss_cls: 3.1713, loss: 3.1713, grad_norm: 3.4429 2020-07-26 22:24:42,415 - mmaction - INFO - Epoch [112][1980/3757] lr: 3.208e-02, eta: 1 day, 20:34:25, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5727, loss_cls: 3.1072, loss: 3.1072, grad_norm: 3.2589 2020-07-26 22:24:53,782 - mmaction - INFO - Epoch [112][2000/3757] lr: 3.208e-02, eta: 1 day, 20:34:12, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5930, loss_cls: 3.0593, loss: 3.0593, grad_norm: 3.3345 2020-07-26 22:25:05,183 - mmaction - INFO - Epoch [112][2020/3757] lr: 3.208e-02, eta: 1 day, 20:33:59, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3539, top5_acc: 0.5938, loss_cls: 3.0153, loss: 3.0153, grad_norm: 3.3292 2020-07-26 22:25:16,660 - mmaction - INFO - Epoch [112][2040/3757] lr: 3.208e-02, eta: 1 day, 20:33:45, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3359, top5_acc: 0.5789, loss_cls: 3.0327, loss: 3.0327, grad_norm: 3.2876 2020-07-26 22:25:28,232 - mmaction - INFO - Epoch [112][2060/3757] lr: 3.208e-02, eta: 1 day, 20:33:32, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5555, loss_cls: 3.1535, loss: 3.1535, grad_norm: 3.4287 2020-07-26 22:25:39,699 - mmaction - INFO - Epoch [112][2080/3757] lr: 3.208e-02, eta: 1 day, 20:33:19, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3375, top5_acc: 0.5719, loss_cls: 3.1144, loss: 3.1144, grad_norm: 3.3257 2020-07-26 22:25:51,130 - mmaction - INFO - Epoch [112][2100/3757] lr: 3.208e-02, eta: 1 day, 20:33:05, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5813, loss_cls: 3.0481, loss: 3.0481, grad_norm: 3.3722 2020-07-26 22:26:02,608 - mmaction - INFO - Epoch [112][2120/3757] lr: 3.208e-02, eta: 1 day, 20:32:52, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5766, loss_cls: 3.1277, loss: 3.1277, grad_norm: 3.4148 2020-07-26 22:26:14,043 - mmaction - INFO - Epoch [112][2140/3757] lr: 3.208e-02, eta: 1 day, 20:32:38, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5727, loss_cls: 3.1662, loss: 3.1662, grad_norm: 3.3400 2020-07-26 22:26:25,456 - mmaction - INFO - Epoch [112][2160/3757] lr: 3.208e-02, eta: 1 day, 20:32:25, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3406, top5_acc: 0.5992, loss_cls: 3.0046, loss: 3.0046, grad_norm: 3.3247 2020-07-26 22:26:36,795 - mmaction - INFO - Epoch [112][2180/3757] lr: 3.208e-02, eta: 1 day, 20:32:11, time: 0.567, data_time: 0.001, memory: 5232, top1_acc: 0.3484, top5_acc: 0.5867, loss_cls: 3.0330, loss: 3.0330, grad_norm: 3.4036 2020-07-26 22:26:48,470 - mmaction - INFO - Epoch [112][2200/3757] lr: 3.208e-02, eta: 1 day, 20:31:58, time: 0.584, data_time: 0.020, memory: 5232, top1_acc: 0.3352, top5_acc: 0.5820, loss_cls: 3.0629, loss: 3.0629, grad_norm: 3.4599 2020-07-26 22:26:59,902 - mmaction - INFO - Epoch [112][2220/3757] lr: 3.208e-02, eta: 1 day, 20:31:45, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3344, top5_acc: 0.5617, loss_cls: 3.1265, loss: 3.1265, grad_norm: 3.3790 2020-07-26 22:27:11,311 - mmaction - INFO - Epoch [112][2240/3757] lr: 3.208e-02, eta: 1 day, 20:31:31, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3328, top5_acc: 0.5711, loss_cls: 3.1268, loss: 3.1268, grad_norm: 3.3550 2020-07-26 22:27:22,662 - mmaction - INFO - Epoch [112][2260/3757] lr: 3.208e-02, eta: 1 day, 20:31:18, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3242, top5_acc: 0.5742, loss_cls: 3.1086, loss: 3.1086, grad_norm: 3.3866 2020-07-26 22:27:34,070 - mmaction - INFO - Epoch [112][2280/3757] lr: 3.208e-02, eta: 1 day, 20:31:04, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5852, loss_cls: 3.0665, loss: 3.0665, grad_norm: 3.3757 2020-07-26 22:27:45,454 - mmaction - INFO - Epoch [112][2300/3757] lr: 3.208e-02, eta: 1 day, 20:30:51, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3336, top5_acc: 0.5680, loss_cls: 3.1541, loss: 3.1541, grad_norm: 3.4509 2020-07-26 22:27:56,901 - mmaction - INFO - Epoch [112][2320/3757] lr: 3.208e-02, eta: 1 day, 20:30:38, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3242, top5_acc: 0.5656, loss_cls: 3.1525, loss: 3.1525, grad_norm: 3.4235 2020-07-26 22:28:08,397 - mmaction - INFO - Epoch [112][2340/3757] lr: 3.208e-02, eta: 1 day, 20:30:24, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3516, top5_acc: 0.5961, loss_cls: 3.0200, loss: 3.0200, grad_norm: 3.3435 2020-07-26 22:28:19,804 - mmaction - INFO - Epoch [112][2360/3757] lr: 3.208e-02, eta: 1 day, 20:30:11, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3242, top5_acc: 0.5820, loss_cls: 3.0507, loss: 3.0507, grad_norm: 3.4087 2020-07-26 22:28:31,172 - mmaction - INFO - Epoch [112][2380/3757] lr: 3.208e-02, eta: 1 day, 20:29:57, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5773, loss_cls: 3.1157, loss: 3.1157, grad_norm: 3.3974 2020-07-26 22:28:42,630 - mmaction - INFO - Epoch [112][2400/3757] lr: 3.208e-02, eta: 1 day, 20:29:44, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5875, loss_cls: 3.0740, loss: 3.0740, grad_norm: 3.4079 2020-07-26 22:28:54,187 - mmaction - INFO - Epoch [112][2420/3757] lr: 3.208e-02, eta: 1 day, 20:29:31, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5609, loss_cls: 3.1781, loss: 3.1781, grad_norm: 3.5239 2020-07-26 22:29:05,579 - mmaction - INFO - Epoch [112][2440/3757] lr: 3.208e-02, eta: 1 day, 20:29:17, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5805, loss_cls: 3.1035, loss: 3.1035, grad_norm: 3.2902 2020-07-26 22:29:17,059 - mmaction - INFO - Epoch [112][2460/3757] lr: 3.208e-02, eta: 1 day, 20:29:04, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3281, top5_acc: 0.5648, loss_cls: 3.1380, loss: 3.1380, grad_norm: 3.4961 2020-07-26 22:29:28,548 - mmaction - INFO - Epoch [112][2480/3757] lr: 3.208e-02, eta: 1 day, 20:28:51, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5555, loss_cls: 3.1912, loss: 3.1912, grad_norm: 3.3086 2020-07-26 22:29:39,961 - mmaction - INFO - Epoch [112][2500/3757] lr: 3.208e-02, eta: 1 day, 20:28:37, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3180, top5_acc: 0.5766, loss_cls: 3.1026, loss: 3.1026, grad_norm: 3.3162 2020-07-26 22:29:51,462 - mmaction - INFO - Epoch [112][2520/3757] lr: 3.208e-02, eta: 1 day, 20:28:24, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5875, loss_cls: 3.1192, loss: 3.1192, grad_norm: 3.3695 2020-07-26 22:30:02,953 - mmaction - INFO - Epoch [112][2540/3757] lr: 3.208e-02, eta: 1 day, 20:28:10, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.3359, top5_acc: 0.5766, loss_cls: 3.0675, loss: 3.0675, grad_norm: 3.3968 2020-07-26 22:30:14,237 - mmaction - INFO - Epoch [112][2560/3757] lr: 3.208e-02, eta: 1 day, 20:27:57, time: 0.565, data_time: 0.002, memory: 5232, top1_acc: 0.3336, top5_acc: 0.5898, loss_cls: 3.0137, loss: 3.0137, grad_norm: 3.3918 2020-07-26 22:30:25,714 - mmaction - INFO - Epoch [112][2580/3757] lr: 3.208e-02, eta: 1 day, 20:27:44, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5656, loss_cls: 3.1300, loss: 3.1300, grad_norm: 3.3817 2020-07-26 22:30:37,201 - mmaction - INFO - Epoch [112][2600/3757] lr: 3.208e-02, eta: 1 day, 20:27:30, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3320, top5_acc: 0.5555, loss_cls: 3.1356, loss: 3.1356, grad_norm: 3.3045 2020-07-26 22:30:48,774 - mmaction - INFO - Epoch [112][2620/3757] lr: 3.208e-02, eta: 1 day, 20:27:17, time: 0.579, data_time: 0.016, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5758, loss_cls: 3.1611, loss: 3.1611, grad_norm: 3.3752 2020-07-26 22:31:00,167 - mmaction - INFO - Epoch [112][2640/3757] lr: 3.208e-02, eta: 1 day, 20:27:04, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3516, top5_acc: 0.5898, loss_cls: 3.0237, loss: 3.0237, grad_norm: 3.2932 2020-07-26 22:31:11,595 - mmaction - INFO - Epoch [112][2660/3757] lr: 3.208e-02, eta: 1 day, 20:26:50, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3352, top5_acc: 0.5883, loss_cls: 2.9931, loss: 2.9931, grad_norm: 3.3583 2020-07-26 22:31:23,019 - mmaction - INFO - Epoch [112][2680/3757] lr: 3.208e-02, eta: 1 day, 20:26:37, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5836, loss_cls: 3.0805, loss: 3.0805, grad_norm: 3.4572 2020-07-26 22:31:34,462 - mmaction - INFO - Epoch [112][2700/3757] lr: 3.208e-02, eta: 1 day, 20:26:23, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5633, loss_cls: 3.1507, loss: 3.1507, grad_norm: 3.4939 2020-07-26 22:31:45,923 - mmaction - INFO - Epoch [112][2720/3757] lr: 3.208e-02, eta: 1 day, 20:26:10, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3453, top5_acc: 0.5813, loss_cls: 3.0686, loss: 3.0686, grad_norm: 3.3515 2020-07-26 22:31:57,305 - mmaction - INFO - Epoch [112][2740/3757] lr: 3.208e-02, eta: 1 day, 20:25:57, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3258, top5_acc: 0.6070, loss_cls: 3.0433, loss: 3.0433, grad_norm: 3.4011 2020-07-26 22:32:08,704 - mmaction - INFO - Epoch [112][2760/3757] lr: 3.208e-02, eta: 1 day, 20:25:43, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5672, loss_cls: 3.1203, loss: 3.1203, grad_norm: 3.4934 2020-07-26 22:32:20,124 - mmaction - INFO - Epoch [112][2780/3757] lr: 3.208e-02, eta: 1 day, 20:25:30, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5781, loss_cls: 3.1137, loss: 3.1137, grad_norm: 3.3426 2020-07-26 22:32:31,611 - mmaction - INFO - Epoch [112][2800/3757] lr: 3.208e-02, eta: 1 day, 20:25:16, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3383, top5_acc: 0.6016, loss_cls: 3.0287, loss: 3.0287, grad_norm: 3.3679 2020-07-26 22:32:43,028 - mmaction - INFO - Epoch [112][2820/3757] lr: 3.208e-02, eta: 1 day, 20:25:03, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3461, top5_acc: 0.5820, loss_cls: 3.0756, loss: 3.0756, grad_norm: 3.4780 2020-07-26 22:32:54,447 - mmaction - INFO - Epoch [112][2840/3757] lr: 3.208e-02, eta: 1 day, 20:24:50, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5758, loss_cls: 3.0976, loss: 3.0976, grad_norm: 3.4754 2020-07-26 22:33:05,835 - mmaction - INFO - Epoch [112][2860/3757] lr: 3.208e-02, eta: 1 day, 20:24:36, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3141, top5_acc: 0.5609, loss_cls: 3.1800, loss: 3.1800, grad_norm: 3.4458 2020-07-26 22:33:17,289 - mmaction - INFO - Epoch [112][2880/3757] lr: 3.208e-02, eta: 1 day, 20:24:23, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5570, loss_cls: 3.1857, loss: 3.1857, grad_norm: 3.5472 2020-07-26 22:33:28,792 - mmaction - INFO - Epoch [112][2900/3757] lr: 3.208e-02, eta: 1 day, 20:24:09, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3383, top5_acc: 0.5789, loss_cls: 3.0214, loss: 3.0214, grad_norm: 3.2768 2020-07-26 22:33:40,197 - mmaction - INFO - Epoch [112][2920/3757] lr: 3.208e-02, eta: 1 day, 20:23:56, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3242, top5_acc: 0.5672, loss_cls: 3.1230, loss: 3.1230, grad_norm: 3.3005 2020-07-26 22:33:51,761 - mmaction - INFO - Epoch [112][2940/3757] lr: 3.208e-02, eta: 1 day, 20:23:43, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3258, top5_acc: 0.5813, loss_cls: 3.0770, loss: 3.0770, grad_norm: 3.3478 2020-07-26 22:34:03,284 - mmaction - INFO - Epoch [112][2960/3757] lr: 3.208e-02, eta: 1 day, 20:23:29, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5859, loss_cls: 3.0966, loss: 3.0966, grad_norm: 3.3215 2020-07-26 22:34:14,874 - mmaction - INFO - Epoch [112][2980/3757] lr: 3.208e-02, eta: 1 day, 20:23:16, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.3422, top5_acc: 0.5875, loss_cls: 3.0419, loss: 3.0419, grad_norm: 3.3004 2020-07-26 22:34:26,322 - mmaction - INFO - Epoch [112][3000/3757] lr: 3.208e-02, eta: 1 day, 20:23:03, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5711, loss_cls: 3.0925, loss: 3.0925, grad_norm: 3.3294 2020-07-26 22:34:37,788 - mmaction - INFO - Epoch [112][3020/3757] lr: 3.208e-02, eta: 1 day, 20:22:49, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3320, top5_acc: 0.5687, loss_cls: 3.1355, loss: 3.1355, grad_norm: 3.3827 2020-07-26 22:34:49,223 - mmaction - INFO - Epoch [112][3040/3757] lr: 3.208e-02, eta: 1 day, 20:22:36, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3477, top5_acc: 0.5945, loss_cls: 2.9884, loss: 2.9884, grad_norm: 3.3180 2020-07-26 22:35:00,642 - mmaction - INFO - Epoch [112][3060/3757] lr: 3.208e-02, eta: 1 day, 20:22:23, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3367, top5_acc: 0.5781, loss_cls: 3.0618, loss: 3.0618, grad_norm: 3.4174 2020-07-26 22:35:12,014 - mmaction - INFO - Epoch [112][3080/3757] lr: 3.208e-02, eta: 1 day, 20:22:09, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3359, top5_acc: 0.5844, loss_cls: 3.0490, loss: 3.0490, grad_norm: 3.4825 2020-07-26 22:35:23,389 - mmaction - INFO - Epoch [112][3100/3757] lr: 3.208e-02, eta: 1 day, 20:21:56, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3398, top5_acc: 0.5883, loss_cls: 3.0792, loss: 3.0792, grad_norm: 3.3923 2020-07-26 22:35:34,832 - mmaction - INFO - Epoch [112][3120/3757] lr: 3.208e-02, eta: 1 day, 20:21:42, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3336, top5_acc: 0.5867, loss_cls: 2.9794, loss: 2.9794, grad_norm: 3.3112 2020-07-26 22:35:46,232 - mmaction - INFO - Epoch [112][3140/3757] lr: 3.208e-02, eta: 1 day, 20:21:29, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3359, top5_acc: 0.5813, loss_cls: 3.0462, loss: 3.0462, grad_norm: 3.4871 2020-07-26 22:35:57,619 - mmaction - INFO - Epoch [112][3160/3757] lr: 3.208e-02, eta: 1 day, 20:21:15, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5687, loss_cls: 3.1114, loss: 3.1114, grad_norm: 3.4731 2020-07-26 22:36:08,993 - mmaction - INFO - Epoch [112][3180/3757] lr: 3.208e-02, eta: 1 day, 20:21:02, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3148, top5_acc: 0.5586, loss_cls: 3.1223, loss: 3.1223, grad_norm: 3.4501 2020-07-26 22:36:20,449 - mmaction - INFO - Epoch [112][3200/3757] lr: 3.208e-02, eta: 1 day, 20:20:49, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3148, top5_acc: 0.5578, loss_cls: 3.2035, loss: 3.2035, grad_norm: 3.4801 2020-07-26 22:36:31,822 - mmaction - INFO - Epoch [112][3220/3757] lr: 3.208e-02, eta: 1 day, 20:20:35, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5656, loss_cls: 3.1149, loss: 3.1149, grad_norm: 3.3690 2020-07-26 22:36:43,328 - mmaction - INFO - Epoch [112][3240/3757] lr: 3.208e-02, eta: 1 day, 20:20:22, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5758, loss_cls: 3.1075, loss: 3.1075, grad_norm: 3.3494 2020-07-26 22:36:54,759 - mmaction - INFO - Epoch [112][3260/3757] lr: 3.208e-02, eta: 1 day, 20:20:08, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3453, top5_acc: 0.5906, loss_cls: 3.0316, loss: 3.0316, grad_norm: 3.3084 2020-07-26 22:37:06,278 - mmaction - INFO - Epoch [112][3280/3757] lr: 3.208e-02, eta: 1 day, 20:19:55, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3250, top5_acc: 0.5758, loss_cls: 3.1111, loss: 3.1111, grad_norm: 3.3936 2020-07-26 22:37:17,862 - mmaction - INFO - Epoch [112][3300/3757] lr: 3.208e-02, eta: 1 day, 20:19:42, time: 0.579, data_time: 0.007, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5758, loss_cls: 3.1045, loss: 3.1045, grad_norm: 3.3849 2020-07-26 22:37:29,220 - mmaction - INFO - Epoch [112][3320/3757] lr: 3.208e-02, eta: 1 day, 20:19:28, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.3516, top5_acc: 0.5906, loss_cls: 2.9863, loss: 2.9863, grad_norm: 3.2872 2020-07-26 22:37:40,474 - mmaction - INFO - Epoch [112][3340/3757] lr: 3.208e-02, eta: 1 day, 20:19:15, time: 0.562, data_time: 0.003, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5719, loss_cls: 3.1540, loss: 3.1540, grad_norm: 3.4430 2020-07-26 22:37:51,938 - mmaction - INFO - Epoch [112][3360/3757] lr: 3.208e-02, eta: 1 day, 20:19:01, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3438, top5_acc: 0.5898, loss_cls: 3.0582, loss: 3.0582, grad_norm: 3.4263 2020-07-26 22:38:03,404 - mmaction - INFO - Epoch [112][3380/3757] lr: 3.208e-02, eta: 1 day, 20:18:48, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5836, loss_cls: 3.1080, loss: 3.1080, grad_norm: 3.3380 2020-07-26 22:38:14,853 - mmaction - INFO - Epoch [112][3400/3757] lr: 3.208e-02, eta: 1 day, 20:18:35, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3203, top5_acc: 0.5930, loss_cls: 3.0458, loss: 3.0458, grad_norm: 3.4060 2020-07-26 22:38:26,274 - mmaction - INFO - Epoch [112][3420/3757] lr: 3.208e-02, eta: 1 day, 20:18:21, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.3391, top5_acc: 0.5727, loss_cls: 3.0730, loss: 3.0730, grad_norm: 3.4354 2020-07-26 22:38:37,797 - mmaction - INFO - Epoch [112][3440/3757] lr: 3.208e-02, eta: 1 day, 20:18:08, time: 0.575, data_time: 0.008, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5758, loss_cls: 3.1009, loss: 3.1009, grad_norm: 3.4358 2020-07-26 22:38:49,332 - mmaction - INFO - Epoch [112][3460/3757] lr: 3.208e-02, eta: 1 day, 20:17:55, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5672, loss_cls: 3.1181, loss: 3.1181, grad_norm: 3.3664 2020-07-26 22:39:00,577 - mmaction - INFO - Epoch [112][3480/3757] lr: 3.208e-02, eta: 1 day, 20:17:41, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5727, loss_cls: 3.0901, loss: 3.0901, grad_norm: 3.3020 2020-07-26 22:39:11,920 - mmaction - INFO - Epoch [112][3500/3757] lr: 3.208e-02, eta: 1 day, 20:17:28, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3281, top5_acc: 0.5602, loss_cls: 3.2247, loss: 3.2247, grad_norm: 3.4066 2020-07-26 22:39:23,396 - mmaction - INFO - Epoch [112][3520/3757] lr: 3.208e-02, eta: 1 day, 20:17:14, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3469, top5_acc: 0.5938, loss_cls: 3.0270, loss: 3.0270, grad_norm: 3.3609 2020-07-26 22:39:34,824 - mmaction - INFO - Epoch [112][3540/3757] lr: 3.208e-02, eta: 1 day, 20:17:01, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.3352, top5_acc: 0.5828, loss_cls: 3.0787, loss: 3.0787, grad_norm: 3.3601 2020-07-26 22:39:46,342 - mmaction - INFO - Epoch [112][3560/3757] lr: 3.208e-02, eta: 1 day, 20:16:48, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3359, top5_acc: 0.5648, loss_cls: 3.0951, loss: 3.0951, grad_norm: 3.3969 2020-07-26 22:39:57,719 - mmaction - INFO - Epoch [112][3580/3757] lr: 3.208e-02, eta: 1 day, 20:16:34, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5719, loss_cls: 3.1256, loss: 3.1256, grad_norm: 3.2849 2020-07-26 22:40:09,126 - mmaction - INFO - Epoch [112][3600/3757] lr: 3.208e-02, eta: 1 day, 20:16:21, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3352, top5_acc: 0.5711, loss_cls: 3.0739, loss: 3.0739, grad_norm: 3.3655 2020-07-26 22:40:20,666 - mmaction - INFO - Epoch [112][3620/3757] lr: 3.208e-02, eta: 1 day, 20:16:08, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3391, top5_acc: 0.5687, loss_cls: 3.0859, loss: 3.0859, grad_norm: 3.3417 2020-07-26 22:40:32,207 - mmaction - INFO - Epoch [112][3640/3757] lr: 3.208e-02, eta: 1 day, 20:15:54, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3656, top5_acc: 0.6086, loss_cls: 2.9268, loss: 2.9268, grad_norm: 3.3539 2020-07-26 22:40:43,646 - mmaction - INFO - Epoch [112][3660/3757] lr: 3.208e-02, eta: 1 day, 20:15:41, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5898, loss_cls: 3.1042, loss: 3.1042, grad_norm: 3.3018 2020-07-26 22:40:55,025 - mmaction - INFO - Epoch [112][3680/3757] lr: 3.208e-02, eta: 1 day, 20:15:27, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.2969, top5_acc: 0.5781, loss_cls: 3.1338, loss: 3.1338, grad_norm: 3.4471 2020-07-26 22:41:06,485 - mmaction - INFO - Epoch [112][3700/3757] lr: 3.208e-02, eta: 1 day, 20:15:14, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3367, top5_acc: 0.5586, loss_cls: 3.1130, loss: 3.1130, grad_norm: 3.3662 2020-07-26 22:41:17,864 - mmaction - INFO - Epoch [112][3720/3757] lr: 3.208e-02, eta: 1 day, 20:15:01, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3141, top5_acc: 0.5523, loss_cls: 3.1885, loss: 3.1885, grad_norm: 3.3178 2020-07-26 22:41:29,373 - mmaction - INFO - Epoch [112][3740/3757] lr: 3.208e-02, eta: 1 day, 20:14:47, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3320, top5_acc: 0.5664, loss_cls: 3.0968, loss: 3.0968, grad_norm: 3.2674 2020-07-26 22:44:33,221 - mmaction - INFO - Epoch [113][20/3757] lr: 3.127e-02, eta: 1 day, 20:16:33, time: 8.444, data_time: 7.731, memory: 5232, top1_acc: 0.3305, top5_acc: 0.5687, loss_cls: 3.1465, loss: 3.1465, grad_norm: 3.3831 2020-07-26 22:44:44,542 - mmaction - INFO - Epoch [113][40/3757] lr: 3.127e-02, eta: 1 day, 20:16:20, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5789, loss_cls: 3.1204, loss: 3.1204, grad_norm: 3.4056 2020-07-26 22:44:55,959 - mmaction - INFO - Epoch [113][60/3757] lr: 3.127e-02, eta: 1 day, 20:16:06, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.3258, top5_acc: 0.5727, loss_cls: 3.0659, loss: 3.0659, grad_norm: 3.3321 2020-07-26 22:45:07,284 - mmaction - INFO - Epoch [113][80/3757] lr: 3.127e-02, eta: 1 day, 20:15:53, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3445, top5_acc: 0.5820, loss_cls: 3.0495, loss: 3.0495, grad_norm: 3.5079 2020-07-26 22:45:18,676 - mmaction - INFO - Epoch [113][100/3757] lr: 3.127e-02, eta: 1 day, 20:15:39, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.3250, top5_acc: 0.5836, loss_cls: 3.0519, loss: 3.0519, grad_norm: 3.4049 2020-07-26 22:45:30,339 - mmaction - INFO - Epoch [113][120/3757] lr: 3.127e-02, eta: 1 day, 20:15:26, time: 0.583, data_time: 0.016, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5602, loss_cls: 3.0934, loss: 3.0934, grad_norm: 3.4500 2020-07-26 22:45:42,147 - mmaction - INFO - Epoch [113][140/3757] lr: 3.127e-02, eta: 1 day, 20:15:13, time: 0.590, data_time: 0.023, memory: 5232, top1_acc: 0.3438, top5_acc: 0.6000, loss_cls: 2.9940, loss: 2.9940, grad_norm: 3.3591 2020-07-26 22:45:53,764 - mmaction - INFO - Epoch [113][160/3757] lr: 3.127e-02, eta: 1 day, 20:15:00, time: 0.581, data_time: 0.016, memory: 5232, top1_acc: 0.3367, top5_acc: 0.5836, loss_cls: 3.0427, loss: 3.0427, grad_norm: 3.3309 2020-07-26 22:46:05,527 - mmaction - INFO - Epoch [113][180/3757] lr: 3.127e-02, eta: 1 day, 20:14:47, time: 0.588, data_time: 0.023, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5992, loss_cls: 2.9691, loss: 2.9691, grad_norm: 3.2708 2020-07-26 22:46:16,911 - mmaction - INFO - Epoch [113][200/3757] lr: 3.127e-02, eta: 1 day, 20:14:33, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3422, top5_acc: 0.5773, loss_cls: 3.0537, loss: 3.0537, grad_norm: 3.4497 2020-07-26 22:46:28,370 - mmaction - INFO - Epoch [113][220/3757] lr: 3.127e-02, eta: 1 day, 20:14:20, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.3320, top5_acc: 0.5703, loss_cls: 3.0513, loss: 3.0513, grad_norm: 3.3790 2020-07-26 22:46:39,761 - mmaction - INFO - Epoch [113][240/3757] lr: 3.127e-02, eta: 1 day, 20:14:06, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3391, top5_acc: 0.5773, loss_cls: 3.1315, loss: 3.1315, grad_norm: 3.3269 2020-07-26 22:46:51,194 - mmaction - INFO - Epoch [113][260/3757] lr: 3.127e-02, eta: 1 day, 20:13:53, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3344, top5_acc: 0.5922, loss_cls: 3.0255, loss: 3.0255, grad_norm: 3.3945 2020-07-26 22:47:02,642 - mmaction - INFO - Epoch [113][280/3757] lr: 3.127e-02, eta: 1 day, 20:13:39, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3328, top5_acc: 0.5906, loss_cls: 3.0647, loss: 3.0647, grad_norm: 3.4964 2020-07-26 22:47:14,117 - mmaction - INFO - Epoch [113][300/3757] lr: 3.127e-02, eta: 1 day, 20:13:26, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3320, top5_acc: 0.5984, loss_cls: 2.9997, loss: 2.9997, grad_norm: 3.4784 2020-07-26 22:47:25,581 - mmaction - INFO - Epoch [113][320/3757] lr: 3.127e-02, eta: 1 day, 20:13:13, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5609, loss_cls: 3.1189, loss: 3.1189, grad_norm: 3.3878 2020-07-26 22:47:37,139 - mmaction - INFO - Epoch [113][340/3757] lr: 3.127e-02, eta: 1 day, 20:12:59, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3438, top5_acc: 0.5719, loss_cls: 3.1420, loss: 3.1420, grad_norm: 3.3657 2020-07-26 22:47:48,455 - mmaction - INFO - Epoch [113][360/3757] lr: 3.127e-02, eta: 1 day, 20:12:46, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3344, top5_acc: 0.5852, loss_cls: 3.0527, loss: 3.0527, grad_norm: 3.3773 2020-07-26 22:47:59,802 - mmaction - INFO - Epoch [113][380/3757] lr: 3.127e-02, eta: 1 day, 20:12:32, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3563, top5_acc: 0.5906, loss_cls: 2.9825, loss: 2.9825, grad_norm: 3.3322 2020-07-26 22:48:11,179 - mmaction - INFO - Epoch [113][400/3757] lr: 3.127e-02, eta: 1 day, 20:12:19, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3641, top5_acc: 0.6031, loss_cls: 2.9152, loss: 2.9152, grad_norm: 3.3534 2020-07-26 22:48:22,617 - mmaction - INFO - Epoch [113][420/3757] lr: 3.127e-02, eta: 1 day, 20:12:06, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5789, loss_cls: 3.1020, loss: 3.1020, grad_norm: 3.5632 2020-07-26 22:48:33,966 - mmaction - INFO - Epoch [113][440/3757] lr: 3.127e-02, eta: 1 day, 20:11:52, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5609, loss_cls: 3.1629, loss: 3.1629, grad_norm: 3.4532 2020-07-26 22:48:45,412 - mmaction - INFO - Epoch [113][460/3757] lr: 3.127e-02, eta: 1 day, 20:11:39, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3258, top5_acc: 0.5758, loss_cls: 3.0312, loss: 3.0312, grad_norm: 3.4017 2020-07-26 22:48:56,910 - mmaction - INFO - Epoch [113][480/3757] lr: 3.127e-02, eta: 1 day, 20:11:25, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.5891, loss_cls: 2.9720, loss: 2.9720, grad_norm: 3.3900 2020-07-26 22:49:08,632 - mmaction - INFO - Epoch [113][500/3757] lr: 3.127e-02, eta: 1 day, 20:11:12, time: 0.586, data_time: 0.022, memory: 5232, top1_acc: 0.3086, top5_acc: 0.5750, loss_cls: 3.1219, loss: 3.1219, grad_norm: 3.4147 2020-07-26 22:49:19,975 - mmaction - INFO - Epoch [113][520/3757] lr: 3.127e-02, eta: 1 day, 20:10:59, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5938, loss_cls: 3.0233, loss: 3.0233, grad_norm: 3.2285 2020-07-26 22:49:31,446 - mmaction - INFO - Epoch [113][540/3757] lr: 3.127e-02, eta: 1 day, 20:10:45, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3656, top5_acc: 0.5984, loss_cls: 2.9635, loss: 2.9635, grad_norm: 3.2474 2020-07-26 22:49:42,713 - mmaction - INFO - Epoch [113][560/3757] lr: 3.127e-02, eta: 1 day, 20:10:32, time: 0.564, data_time: 0.004, memory: 5232, top1_acc: 0.3477, top5_acc: 0.5961, loss_cls: 3.0050, loss: 3.0050, grad_norm: 3.3315 2020-07-26 22:49:54,138 - mmaction - INFO - Epoch [113][580/3757] lr: 3.127e-02, eta: 1 day, 20:10:19, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3406, top5_acc: 0.5695, loss_cls: 3.1336, loss: 3.1336, grad_norm: 3.4997 2020-07-26 22:50:05,597 - mmaction - INFO - Epoch [113][600/3757] lr: 3.127e-02, eta: 1 day, 20:10:05, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3516, top5_acc: 0.5906, loss_cls: 2.9919, loss: 2.9919, grad_norm: 3.4024 2020-07-26 22:50:17,033 - mmaction - INFO - Epoch [113][620/3757] lr: 3.127e-02, eta: 1 day, 20:09:52, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3344, top5_acc: 0.5906, loss_cls: 3.0508, loss: 3.0508, grad_norm: 3.4470 2020-07-26 22:50:28,479 - mmaction - INFO - Epoch [113][640/3757] lr: 3.127e-02, eta: 1 day, 20:09:38, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3438, top5_acc: 0.5844, loss_cls: 3.1048, loss: 3.1048, grad_norm: 3.4120 2020-07-26 22:50:39,821 - mmaction - INFO - Epoch [113][660/3757] lr: 3.127e-02, eta: 1 day, 20:09:25, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3406, top5_acc: 0.5695, loss_cls: 3.0765, loss: 3.0765, grad_norm: 3.3528 2020-07-26 22:50:51,372 - mmaction - INFO - Epoch [113][680/3757] lr: 3.127e-02, eta: 1 day, 20:09:12, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5734, loss_cls: 3.1690, loss: 3.1690, grad_norm: 3.3389 2020-07-26 22:51:02,929 - mmaction - INFO - Epoch [113][700/3757] lr: 3.127e-02, eta: 1 day, 20:08:58, time: 0.578, data_time: 0.004, memory: 5232, top1_acc: 0.3516, top5_acc: 0.5914, loss_cls: 2.9644, loss: 2.9644, grad_norm: 3.3299 2020-07-26 22:51:14,407 - mmaction - INFO - Epoch [113][720/3757] lr: 3.127e-02, eta: 1 day, 20:08:45, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5750, loss_cls: 3.1088, loss: 3.1088, grad_norm: 3.3774 2020-07-26 22:51:25,859 - mmaction - INFO - Epoch [113][740/3757] lr: 3.127e-02, eta: 1 day, 20:08:32, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3305, top5_acc: 0.5820, loss_cls: 3.1109, loss: 3.1109, grad_norm: 3.4169 2020-07-26 22:51:37,403 - mmaction - INFO - Epoch [113][760/3757] lr: 3.127e-02, eta: 1 day, 20:08:18, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3492, top5_acc: 0.5961, loss_cls: 3.0089, loss: 3.0089, grad_norm: 3.3755 2020-07-26 22:51:49,141 - mmaction - INFO - Epoch [113][780/3757] lr: 3.127e-02, eta: 1 day, 20:08:05, time: 0.587, data_time: 0.018, memory: 5232, top1_acc: 0.3281, top5_acc: 0.5750, loss_cls: 3.0239, loss: 3.0239, grad_norm: 3.3785 2020-07-26 22:52:00,627 - mmaction - INFO - Epoch [113][800/3757] lr: 3.127e-02, eta: 1 day, 20:07:52, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3414, top5_acc: 0.5625, loss_cls: 3.1292, loss: 3.1292, grad_norm: 3.4631 2020-07-26 22:52:11,989 - mmaction - INFO - Epoch [113][820/3757] lr: 3.127e-02, eta: 1 day, 20:07:38, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5742, loss_cls: 3.1095, loss: 3.1095, grad_norm: 3.4626 2020-07-26 22:52:23,449 - mmaction - INFO - Epoch [113][840/3757] lr: 3.127e-02, eta: 1 day, 20:07:25, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3266, top5_acc: 0.5687, loss_cls: 3.1399, loss: 3.1399, grad_norm: 3.3702 2020-07-26 22:52:34,817 - mmaction - INFO - Epoch [113][860/3757] lr: 3.127e-02, eta: 1 day, 20:07:12, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3141, top5_acc: 0.5547, loss_cls: 3.1845, loss: 3.1845, grad_norm: 3.3082 2020-07-26 22:52:46,272 - mmaction - INFO - Epoch [113][880/3757] lr: 3.127e-02, eta: 1 day, 20:06:58, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3398, top5_acc: 0.5922, loss_cls: 2.9885, loss: 2.9885, grad_norm: 3.2799 2020-07-26 22:52:57,739 - mmaction - INFO - Epoch [113][900/3757] lr: 3.127e-02, eta: 1 day, 20:06:45, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3328, top5_acc: 0.5875, loss_cls: 3.1079, loss: 3.1079, grad_norm: 3.3984 2020-07-26 22:53:09,111 - mmaction - INFO - Epoch [113][920/3757] lr: 3.127e-02, eta: 1 day, 20:06:31, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5875, loss_cls: 2.9832, loss: 2.9832, grad_norm: 3.3035 2020-07-26 22:53:20,540 - mmaction - INFO - Epoch [113][940/3757] lr: 3.127e-02, eta: 1 day, 20:06:18, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3469, top5_acc: 0.6078, loss_cls: 2.9979, loss: 2.9979, grad_norm: 3.4136 2020-07-26 22:53:31,897 - mmaction - INFO - Epoch [113][960/3757] lr: 3.127e-02, eta: 1 day, 20:06:05, time: 0.568, data_time: 0.001, memory: 5232, top1_acc: 0.3344, top5_acc: 0.5891, loss_cls: 3.0737, loss: 3.0737, grad_norm: 3.4253 2020-07-26 22:53:43,263 - mmaction - INFO - Epoch [113][980/3757] lr: 3.127e-02, eta: 1 day, 20:05:51, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3516, top5_acc: 0.5945, loss_cls: 3.0030, loss: 3.0030, grad_norm: 3.3697 2020-07-26 22:53:55,121 - mmaction - INFO - Epoch [113][1000/3757] lr: 3.127e-02, eta: 1 day, 20:05:38, time: 0.593, data_time: 0.032, memory: 5232, top1_acc: 0.3344, top5_acc: 0.5656, loss_cls: 3.0576, loss: 3.0576, grad_norm: 3.3827 2020-07-26 22:54:06,525 - mmaction - INFO - Epoch [113][1020/3757] lr: 3.127e-02, eta: 1 day, 20:05:25, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5727, loss_cls: 3.0305, loss: 3.0305, grad_norm: 3.3642 2020-07-26 22:54:17,885 - mmaction - INFO - Epoch [113][1040/3757] lr: 3.127e-02, eta: 1 day, 20:05:11, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3281, top5_acc: 0.5938, loss_cls: 2.9948, loss: 2.9948, grad_norm: 3.3045 2020-07-26 22:54:29,588 - mmaction - INFO - Epoch [113][1060/3757] lr: 3.127e-02, eta: 1 day, 20:04:58, time: 0.586, data_time: 0.017, memory: 5232, top1_acc: 0.3469, top5_acc: 0.5773, loss_cls: 3.0445, loss: 3.0445, grad_norm: 3.2797 2020-07-26 22:54:41,387 - mmaction - INFO - Epoch [113][1080/3757] lr: 3.127e-02, eta: 1 day, 20:04:45, time: 0.590, data_time: 0.023, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5641, loss_cls: 3.1795, loss: 3.1795, grad_norm: 3.4665 2020-07-26 22:54:53,176 - mmaction - INFO - Epoch [113][1100/3757] lr: 3.127e-02, eta: 1 day, 20:04:32, time: 0.589, data_time: 0.015, memory: 5232, top1_acc: 0.3281, top5_acc: 0.5719, loss_cls: 3.0347, loss: 3.0347, grad_norm: 3.3813 2020-07-26 22:55:05,003 - mmaction - INFO - Epoch [113][1120/3757] lr: 3.127e-02, eta: 1 day, 20:04:19, time: 0.592, data_time: 0.025, memory: 5232, top1_acc: 0.3266, top5_acc: 0.5836, loss_cls: 2.9621, loss: 2.9621, grad_norm: 3.2967 2020-07-26 22:55:16,819 - mmaction - INFO - Epoch [113][1140/3757] lr: 3.127e-02, eta: 1 day, 20:04:06, time: 0.590, data_time: 0.025, memory: 5232, top1_acc: 0.3391, top5_acc: 0.5805, loss_cls: 3.0447, loss: 3.0447, grad_norm: 3.3793 2020-07-26 22:55:28,494 - mmaction - INFO - Epoch [113][1160/3757] lr: 3.127e-02, eta: 1 day, 20:03:53, time: 0.584, data_time: 0.014, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5820, loss_cls: 3.1089, loss: 3.1089, grad_norm: 3.4851 2020-07-26 22:55:40,216 - mmaction - INFO - Epoch [113][1180/3757] lr: 3.127e-02, eta: 1 day, 20:03:39, time: 0.586, data_time: 0.022, memory: 5232, top1_acc: 0.3344, top5_acc: 0.5883, loss_cls: 3.0662, loss: 3.0662, grad_norm: 3.3307 2020-07-26 22:55:51,743 - mmaction - INFO - Epoch [113][1200/3757] lr: 3.127e-02, eta: 1 day, 20:03:26, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3469, top5_acc: 0.5789, loss_cls: 3.0187, loss: 3.0187, grad_norm: 3.4487 2020-07-26 22:56:03,209 - mmaction - INFO - Epoch [113][1220/3757] lr: 3.127e-02, eta: 1 day, 20:03:13, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3375, top5_acc: 0.5836, loss_cls: 3.0963, loss: 3.0963, grad_norm: 3.3507 2020-07-26 22:56:19,026 - mmaction - INFO - Epoch [113][1240/3757] lr: 3.127e-02, eta: 1 day, 20:03:03, time: 0.791, data_time: 0.181, memory: 5232, top1_acc: 0.3281, top5_acc: 0.5680, loss_cls: 3.0987, loss: 3.0987, grad_norm: 3.3380 2020-07-26 22:56:30,918 - mmaction - INFO - Epoch [113][1260/3757] lr: 3.127e-02, eta: 1 day, 20:02:50, time: 0.594, data_time: 0.022, memory: 5232, top1_acc: 0.3281, top5_acc: 0.5930, loss_cls: 3.0734, loss: 3.0734, grad_norm: 3.3444 2020-07-26 22:56:42,704 - mmaction - INFO - Epoch [113][1280/3757] lr: 3.127e-02, eta: 1 day, 20:02:37, time: 0.589, data_time: 0.015, memory: 5232, top1_acc: 0.3414, top5_acc: 0.5930, loss_cls: 2.9969, loss: 2.9969, grad_norm: 3.4582 2020-07-26 22:56:54,477 - mmaction - INFO - Epoch [113][1300/3757] lr: 3.127e-02, eta: 1 day, 20:02:24, time: 0.589, data_time: 0.024, memory: 5232, top1_acc: 0.3344, top5_acc: 0.5836, loss_cls: 3.0374, loss: 3.0374, grad_norm: 3.3108 2020-07-26 22:57:06,188 - mmaction - INFO - Epoch [113][1320/3757] lr: 3.127e-02, eta: 1 day, 20:02:11, time: 0.585, data_time: 0.015, memory: 5232, top1_acc: 0.3531, top5_acc: 0.5836, loss_cls: 3.0528, loss: 3.0528, grad_norm: 3.3823 2020-07-26 22:57:17,617 - mmaction - INFO - Epoch [113][1340/3757] lr: 3.127e-02, eta: 1 day, 20:01:58, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3359, top5_acc: 0.5742, loss_cls: 3.0871, loss: 3.0871, grad_norm: 3.4394 2020-07-26 22:57:29,129 - mmaction - INFO - Epoch [113][1360/3757] lr: 3.127e-02, eta: 1 day, 20:01:44, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5617, loss_cls: 3.1764, loss: 3.1764, grad_norm: 3.4374 2020-07-26 22:57:40,622 - mmaction - INFO - Epoch [113][1380/3757] lr: 3.127e-02, eta: 1 day, 20:01:31, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.3258, top5_acc: 0.5891, loss_cls: 3.0114, loss: 3.0114, grad_norm: 3.3403 2020-07-26 22:57:52,075 - mmaction - INFO - Epoch [113][1400/3757] lr: 3.127e-02, eta: 1 day, 20:01:18, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3539, top5_acc: 0.5945, loss_cls: 2.9816, loss: 2.9816, grad_norm: 3.3418 2020-07-26 22:58:03,411 - mmaction - INFO - Epoch [113][1420/3757] lr: 3.127e-02, eta: 1 day, 20:01:04, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3422, top5_acc: 0.5664, loss_cls: 3.1045, loss: 3.1045, grad_norm: 3.3743 2020-07-26 22:58:14,870 - mmaction - INFO - Epoch [113][1440/3757] lr: 3.127e-02, eta: 1 day, 20:00:51, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3391, top5_acc: 0.5836, loss_cls: 3.0304, loss: 3.0304, grad_norm: 3.3771 2020-07-26 22:58:26,222 - mmaction - INFO - Epoch [113][1460/3757] lr: 3.127e-02, eta: 1 day, 20:00:37, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.3602, top5_acc: 0.5766, loss_cls: 3.0411, loss: 3.0411, grad_norm: 3.4837 2020-07-26 22:58:37,652 - mmaction - INFO - Epoch [113][1480/3757] lr: 3.127e-02, eta: 1 day, 20:00:24, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3453, top5_acc: 0.5961, loss_cls: 2.9981, loss: 2.9981, grad_norm: 3.4179 2020-07-26 22:58:49,072 - mmaction - INFO - Epoch [113][1500/3757] lr: 3.127e-02, eta: 1 day, 20:00:11, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3398, top5_acc: 0.5711, loss_cls: 3.0511, loss: 3.0511, grad_norm: 3.4147 2020-07-26 22:59:00,489 - mmaction - INFO - Epoch [113][1520/3757] lr: 3.127e-02, eta: 1 day, 19:59:57, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.3320, top5_acc: 0.5852, loss_cls: 3.0781, loss: 3.0781, grad_norm: 3.4839 2020-07-26 22:59:11,963 - mmaction - INFO - Epoch [113][1540/3757] lr: 3.127e-02, eta: 1 day, 19:59:44, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3320, top5_acc: 0.5883, loss_cls: 3.0571, loss: 3.0571, grad_norm: 3.2973 2020-07-26 22:59:23,517 - mmaction - INFO - Epoch [113][1560/3757] lr: 3.127e-02, eta: 1 day, 19:59:30, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3430, top5_acc: 0.5813, loss_cls: 3.0053, loss: 3.0053, grad_norm: 3.2846 2020-07-26 22:59:34,915 - mmaction - INFO - Epoch [113][1580/3757] lr: 3.127e-02, eta: 1 day, 19:59:17, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3336, top5_acc: 0.5891, loss_cls: 3.0715, loss: 3.0715, grad_norm: 3.3726 2020-07-26 22:59:46,311 - mmaction - INFO - Epoch [113][1600/3757] lr: 3.127e-02, eta: 1 day, 19:59:04, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3367, top5_acc: 0.5891, loss_cls: 2.9870, loss: 2.9870, grad_norm: 3.3256 2020-07-26 22:59:57,746 - mmaction - INFO - Epoch [113][1620/3757] lr: 3.127e-02, eta: 1 day, 19:58:50, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3383, top5_acc: 0.5750, loss_cls: 3.1076, loss: 3.1076, grad_norm: 3.4023 2020-07-26 23:00:15,865 - mmaction - INFO - Epoch [113][1640/3757] lr: 3.127e-02, eta: 1 day, 19:58:43, time: 0.902, data_time: 0.005, memory: 5232, top1_acc: 0.3523, top5_acc: 0.6141, loss_cls: 2.9765, loss: 2.9765, grad_norm: 3.4449 2020-07-26 23:00:27,430 - mmaction - INFO - Epoch [113][1660/3757] lr: 3.127e-02, eta: 1 day, 19:58:29, time: 0.583, data_time: 0.013, memory: 5232, top1_acc: 0.3375, top5_acc: 0.5844, loss_cls: 3.0640, loss: 3.0640, grad_norm: 3.5035 2020-07-26 23:00:38,970 - mmaction - INFO - Epoch [113][1680/3757] lr: 3.127e-02, eta: 1 day, 19:58:16, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3141, top5_acc: 0.5805, loss_cls: 3.1082, loss: 3.1082, grad_norm: 3.3129 2020-07-26 23:00:50,453 - mmaction - INFO - Epoch [113][1700/3757] lr: 3.127e-02, eta: 1 day, 19:58:03, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5766, loss_cls: 3.0225, loss: 3.0225, grad_norm: 3.3140 2020-07-26 23:01:01,870 - mmaction - INFO - Epoch [113][1720/3757] lr: 3.127e-02, eta: 1 day, 19:57:49, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5797, loss_cls: 3.0998, loss: 3.0998, grad_norm: 3.4283 2020-07-26 23:01:13,429 - mmaction - INFO - Epoch [113][1740/3757] lr: 3.127e-02, eta: 1 day, 19:57:36, time: 0.578, data_time: 0.016, memory: 5232, top1_acc: 0.3180, top5_acc: 0.5891, loss_cls: 3.0808, loss: 3.0808, grad_norm: 3.4568 2020-07-26 23:01:24,885 - mmaction - INFO - Epoch [113][1760/3757] lr: 3.127e-02, eta: 1 day, 19:57:23, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3141, top5_acc: 0.5477, loss_cls: 3.1608, loss: 3.1608, grad_norm: 3.3629 2020-07-26 23:01:36,288 - mmaction - INFO - Epoch [113][1780/3757] lr: 3.127e-02, eta: 1 day, 19:57:09, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5945, loss_cls: 3.0251, loss: 3.0251, grad_norm: 3.3281 2020-07-26 23:01:47,694 - mmaction - INFO - Epoch [113][1800/3757] lr: 3.127e-02, eta: 1 day, 19:56:56, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.3320, top5_acc: 0.5703, loss_cls: 3.1251, loss: 3.1251, grad_norm: 3.2943 2020-07-26 23:01:59,147 - mmaction - INFO - Epoch [113][1820/3757] lr: 3.127e-02, eta: 1 day, 19:56:43, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.3266, top5_acc: 0.5727, loss_cls: 3.1341, loss: 3.1341, grad_norm: 3.4239 2020-07-26 23:02:10,587 - mmaction - INFO - Epoch [113][1840/3757] lr: 3.127e-02, eta: 1 day, 19:56:29, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3281, top5_acc: 0.5742, loss_cls: 3.0823, loss: 3.0823, grad_norm: 3.3850 2020-07-26 23:02:22,048 - mmaction - INFO - Epoch [113][1860/3757] lr: 3.127e-02, eta: 1 day, 19:56:16, time: 0.573, data_time: 0.001, memory: 5232, top1_acc: 0.3492, top5_acc: 0.5672, loss_cls: 3.0696, loss: 3.0696, grad_norm: 3.3692 2020-07-26 23:02:33,475 - mmaction - INFO - Epoch [113][1880/3757] lr: 3.127e-02, eta: 1 day, 19:56:02, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3359, top5_acc: 0.5813, loss_cls: 3.0942, loss: 3.0942, grad_norm: 3.3089 2020-07-26 23:02:44,859 - mmaction - INFO - Epoch [113][1900/3757] lr: 3.127e-02, eta: 1 day, 19:55:49, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5727, loss_cls: 3.0970, loss: 3.0970, grad_norm: 3.4526 2020-07-26 23:02:56,371 - mmaction - INFO - Epoch [113][1920/3757] lr: 3.127e-02, eta: 1 day, 19:55:36, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3352, top5_acc: 0.5672, loss_cls: 3.1367, loss: 3.1367, grad_norm: 3.3328 2020-07-26 23:03:07,909 - mmaction - INFO - Epoch [113][1940/3757] lr: 3.127e-02, eta: 1 day, 19:55:22, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.3445, top5_acc: 0.5773, loss_cls: 2.9862, loss: 2.9862, grad_norm: 3.3614 2020-07-26 23:03:19,353 - mmaction - INFO - Epoch [113][1960/3757] lr: 3.127e-02, eta: 1 day, 19:55:09, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5609, loss_cls: 3.1778, loss: 3.1778, grad_norm: 3.4200 2020-07-26 23:03:30,843 - mmaction - INFO - Epoch [113][1980/3757] lr: 3.127e-02, eta: 1 day, 19:54:56, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.3352, top5_acc: 0.5758, loss_cls: 3.0999, loss: 3.0999, grad_norm: 3.3211 2020-07-26 23:03:42,099 - mmaction - INFO - Epoch [113][2000/3757] lr: 3.127e-02, eta: 1 day, 19:54:42, time: 0.563, data_time: 0.002, memory: 5232, top1_acc: 0.3406, top5_acc: 0.5648, loss_cls: 3.1205, loss: 3.1205, grad_norm: 3.4202 2020-07-26 23:03:53,568 - mmaction - INFO - Epoch [113][2020/3757] lr: 3.127e-02, eta: 1 day, 19:54:29, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5672, loss_cls: 3.1397, loss: 3.1397, grad_norm: 3.4200 2020-07-26 23:04:05,038 - mmaction - INFO - Epoch [113][2040/3757] lr: 3.127e-02, eta: 1 day, 19:54:16, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5945, loss_cls: 3.0051, loss: 3.0051, grad_norm: 3.3639 2020-07-26 23:04:16,461 - mmaction - INFO - Epoch [113][2060/3757] lr: 3.127e-02, eta: 1 day, 19:54:02, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3352, top5_acc: 0.5844, loss_cls: 3.0985, loss: 3.0985, grad_norm: 3.3503 2020-07-26 23:04:27,920 - mmaction - INFO - Epoch [113][2080/3757] lr: 3.127e-02, eta: 1 day, 19:53:49, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5695, loss_cls: 3.1276, loss: 3.1276, grad_norm: 3.3532 2020-07-26 23:04:39,427 - mmaction - INFO - Epoch [113][2100/3757] lr: 3.127e-02, eta: 1 day, 19:53:35, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3367, top5_acc: 0.5781, loss_cls: 3.0391, loss: 3.0391, grad_norm: 3.3304 2020-07-26 23:04:50,955 - mmaction - INFO - Epoch [113][2120/3757] lr: 3.127e-02, eta: 1 day, 19:53:22, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3391, top5_acc: 0.5875, loss_cls: 3.0170, loss: 3.0170, grad_norm: 3.3562 2020-07-26 23:05:02,565 - mmaction - INFO - Epoch [113][2140/3757] lr: 3.127e-02, eta: 1 day, 19:53:09, time: 0.580, data_time: 0.003, memory: 5232, top1_acc: 0.3609, top5_acc: 0.5992, loss_cls: 2.9755, loss: 2.9755, grad_norm: 3.3893 2020-07-26 23:05:13,889 - mmaction - INFO - Epoch [113][2160/3757] lr: 3.127e-02, eta: 1 day, 19:52:56, time: 0.567, data_time: 0.005, memory: 5232, top1_acc: 0.3430, top5_acc: 0.5969, loss_cls: 3.0337, loss: 3.0337, grad_norm: 3.4979 2020-07-26 23:05:25,636 - mmaction - INFO - Epoch [113][2180/3757] lr: 3.127e-02, eta: 1 day, 19:52:42, time: 0.587, data_time: 0.015, memory: 5232, top1_acc: 0.3406, top5_acc: 0.5789, loss_cls: 3.0231, loss: 3.0231, grad_norm: 3.3968 2020-07-26 23:05:37,389 - mmaction - INFO - Epoch [113][2200/3757] lr: 3.127e-02, eta: 1 day, 19:52:29, time: 0.587, data_time: 0.023, memory: 5232, top1_acc: 0.3250, top5_acc: 0.5625, loss_cls: 3.1171, loss: 3.1171, grad_norm: 3.4023 2020-07-26 23:05:49,170 - mmaction - INFO - Epoch [113][2220/3757] lr: 3.127e-02, eta: 1 day, 19:52:16, time: 0.589, data_time: 0.018, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5727, loss_cls: 3.1187, loss: 3.1187, grad_norm: 3.4075 2020-07-26 23:06:00,989 - mmaction - INFO - Epoch [113][2240/3757] lr: 3.127e-02, eta: 1 day, 19:52:03, time: 0.591, data_time: 0.024, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5500, loss_cls: 3.2105, loss: 3.2105, grad_norm: 3.3106 2020-07-26 23:06:12,872 - mmaction - INFO - Epoch [113][2260/3757] lr: 3.127e-02, eta: 1 day, 19:51:50, time: 0.594, data_time: 0.017, memory: 5232, top1_acc: 0.3250, top5_acc: 0.5531, loss_cls: 3.1737, loss: 3.1737, grad_norm: 3.3547 2020-07-26 23:06:24,437 - mmaction - INFO - Epoch [113][2280/3757] lr: 3.127e-02, eta: 1 day, 19:51:37, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3281, top5_acc: 0.5875, loss_cls: 3.0682, loss: 3.0682, grad_norm: 3.5031 2020-07-26 23:06:36,268 - mmaction - INFO - Epoch [113][2300/3757] lr: 3.127e-02, eta: 1 day, 19:51:24, time: 0.593, data_time: 0.004, memory: 5232, top1_acc: 0.3359, top5_acc: 0.5703, loss_cls: 3.0880, loss: 3.0880, grad_norm: 3.4269 2020-07-26 23:06:47,663 - mmaction - INFO - Epoch [113][2320/3757] lr: 3.127e-02, eta: 1 day, 19:51:11, time: 0.569, data_time: 0.005, memory: 5232, top1_acc: 0.3359, top5_acc: 0.5922, loss_cls: 3.0929, loss: 3.0929, grad_norm: 3.4274 2020-07-26 23:06:59,473 - mmaction - INFO - Epoch [113][2340/3757] lr: 3.127e-02, eta: 1 day, 19:50:57, time: 0.591, data_time: 0.013, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5758, loss_cls: 3.0720, loss: 3.0720, grad_norm: 3.5480 2020-07-26 23:07:11,276 - mmaction - INFO - Epoch [113][2360/3757] lr: 3.127e-02, eta: 1 day, 19:50:44, time: 0.590, data_time: 0.024, memory: 5232, top1_acc: 0.3539, top5_acc: 0.6070, loss_cls: 2.9339, loss: 2.9339, grad_norm: 3.5230 2020-07-26 23:07:23,181 - mmaction - INFO - Epoch [113][2380/3757] lr: 3.127e-02, eta: 1 day, 19:50:31, time: 0.595, data_time: 0.019, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5828, loss_cls: 3.0601, loss: 3.0601, grad_norm: 3.3942 2020-07-26 23:07:34,998 - mmaction - INFO - Epoch [113][2400/3757] lr: 3.127e-02, eta: 1 day, 19:50:18, time: 0.591, data_time: 0.025, memory: 5232, top1_acc: 0.3148, top5_acc: 0.5633, loss_cls: 3.0813, loss: 3.0813, grad_norm: 3.4674 2020-07-26 23:07:46,506 - mmaction - INFO - Epoch [113][2420/3757] lr: 3.127e-02, eta: 1 day, 19:50:05, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3367, top5_acc: 0.5758, loss_cls: 3.0345, loss: 3.0345, grad_norm: 3.2885 2020-07-26 23:07:58,003 - mmaction - INFO - Epoch [113][2440/3757] lr: 3.127e-02, eta: 1 day, 19:49:52, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5687, loss_cls: 3.0896, loss: 3.0896, grad_norm: 3.2874 2020-07-26 23:08:09,450 - mmaction - INFO - Epoch [113][2460/3757] lr: 3.127e-02, eta: 1 day, 19:49:38, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3469, top5_acc: 0.5938, loss_cls: 2.9866, loss: 2.9866, grad_norm: 3.3239 2020-07-26 23:08:21,252 - mmaction - INFO - Epoch [113][2480/3757] lr: 3.127e-02, eta: 1 day, 19:49:25, time: 0.590, data_time: 0.025, memory: 5232, top1_acc: 0.3500, top5_acc: 0.5852, loss_cls: 3.0540, loss: 3.0540, grad_norm: 3.3527 2020-07-26 23:08:32,920 - mmaction - INFO - Epoch [113][2500/3757] lr: 3.127e-02, eta: 1 day, 19:49:12, time: 0.584, data_time: 0.014, memory: 5232, top1_acc: 0.3391, top5_acc: 0.5836, loss_cls: 3.0366, loss: 3.0366, grad_norm: 3.2999 2020-07-26 23:08:44,759 - mmaction - INFO - Epoch [113][2520/3757] lr: 3.127e-02, eta: 1 day, 19:48:59, time: 0.592, data_time: 0.024, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5703, loss_cls: 3.0889, loss: 3.0889, grad_norm: 3.3425 2020-07-26 23:08:56,488 - mmaction - INFO - Epoch [113][2540/3757] lr: 3.127e-02, eta: 1 day, 19:48:46, time: 0.586, data_time: 0.016, memory: 5232, top1_acc: 0.3375, top5_acc: 0.5938, loss_cls: 3.0236, loss: 3.0236, grad_norm: 3.3355 2020-07-26 23:09:08,317 - mmaction - INFO - Epoch [113][2560/3757] lr: 3.127e-02, eta: 1 day, 19:48:33, time: 0.591, data_time: 0.025, memory: 5232, top1_acc: 0.3320, top5_acc: 0.5758, loss_cls: 3.0900, loss: 3.0900, grad_norm: 3.4333 2020-07-26 23:09:20,316 - mmaction - INFO - Epoch [113][2580/3757] lr: 3.127e-02, eta: 1 day, 19:48:20, time: 0.600, data_time: 0.031, memory: 5232, top1_acc: 0.3359, top5_acc: 0.5750, loss_cls: 3.0093, loss: 3.0093, grad_norm: 3.2859 2020-07-26 23:09:31,671 - mmaction - INFO - Epoch [113][2600/3757] lr: 3.127e-02, eta: 1 day, 19:48:07, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3453, top5_acc: 0.5836, loss_cls: 3.0815, loss: 3.0815, grad_norm: 3.3828 2020-07-26 23:09:43,405 - mmaction - INFO - Epoch [113][2620/3757] lr: 3.127e-02, eta: 1 day, 19:47:54, time: 0.586, data_time: 0.019, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5563, loss_cls: 3.1828, loss: 3.1828, grad_norm: 3.3936 2020-07-26 23:09:55,279 - mmaction - INFO - Epoch [113][2640/3757] lr: 3.127e-02, eta: 1 day, 19:47:41, time: 0.594, data_time: 0.025, memory: 5232, top1_acc: 0.3516, top5_acc: 0.5789, loss_cls: 2.9994, loss: 2.9994, grad_norm: 3.3421 2020-07-26 23:10:07,122 - mmaction - INFO - Epoch [113][2660/3757] lr: 3.127e-02, eta: 1 day, 19:47:28, time: 0.592, data_time: 0.017, memory: 5232, top1_acc: 0.3516, top5_acc: 0.5836, loss_cls: 3.0156, loss: 3.0156, grad_norm: 3.4612 2020-07-26 23:10:19,012 - mmaction - INFO - Epoch [113][2680/3757] lr: 3.127e-02, eta: 1 day, 19:47:15, time: 0.595, data_time: 0.025, memory: 5232, top1_acc: 0.3281, top5_acc: 0.6000, loss_cls: 3.0413, loss: 3.0413, grad_norm: 3.4461 2020-07-26 23:10:30,850 - mmaction - INFO - Epoch [113][2700/3757] lr: 3.127e-02, eta: 1 day, 19:47:02, time: 0.592, data_time: 0.015, memory: 5232, top1_acc: 0.3320, top5_acc: 0.5984, loss_cls: 3.0201, loss: 3.0201, grad_norm: 3.3439 2020-07-26 23:10:42,535 - mmaction - INFO - Epoch [113][2720/3757] lr: 3.127e-02, eta: 1 day, 19:46:48, time: 0.584, data_time: 0.018, memory: 5232, top1_acc: 0.3359, top5_acc: 0.5883, loss_cls: 3.0112, loss: 3.0112, grad_norm: 3.4179 2020-07-26 23:10:53,924 - mmaction - INFO - Epoch [113][2740/3757] lr: 3.127e-02, eta: 1 day, 19:46:35, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3430, top5_acc: 0.5930, loss_cls: 3.0330, loss: 3.0330, grad_norm: 3.4018 2020-07-26 23:11:05,356 - mmaction - INFO - Epoch [113][2760/3757] lr: 3.127e-02, eta: 1 day, 19:46:22, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3547, top5_acc: 0.5773, loss_cls: 3.0191, loss: 3.0191, grad_norm: 3.3642 2020-07-26 23:11:16,869 - mmaction - INFO - Epoch [113][2780/3757] lr: 3.127e-02, eta: 1 day, 19:46:08, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5859, loss_cls: 3.0827, loss: 3.0827, grad_norm: 3.3329 2020-07-26 23:11:28,231 - mmaction - INFO - Epoch [113][2800/3757] lr: 3.127e-02, eta: 1 day, 19:45:55, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3570, top5_acc: 0.6031, loss_cls: 2.9633, loss: 2.9633, grad_norm: 3.4243 2020-07-26 23:11:39,617 - mmaction - INFO - Epoch [113][2820/3757] lr: 3.127e-02, eta: 1 day, 19:45:42, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3422, top5_acc: 0.5680, loss_cls: 3.0502, loss: 3.0502, grad_norm: 3.4335 2020-07-26 23:11:51,011 - mmaction - INFO - Epoch [113][2840/3757] lr: 3.127e-02, eta: 1 day, 19:45:28, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5609, loss_cls: 3.1329, loss: 3.1329, grad_norm: 3.4453 2020-07-26 23:12:02,501 - mmaction - INFO - Epoch [113][2860/3757] lr: 3.127e-02, eta: 1 day, 19:45:15, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3367, top5_acc: 0.5852, loss_cls: 3.0303, loss: 3.0303, grad_norm: 3.4150 2020-07-26 23:12:14,007 - mmaction - INFO - Epoch [113][2880/3757] lr: 3.127e-02, eta: 1 day, 19:45:02, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3328, top5_acc: 0.5859, loss_cls: 3.0597, loss: 3.0597, grad_norm: 3.4921 2020-07-26 23:12:25,547 - mmaction - INFO - Epoch [113][2900/3757] lr: 3.127e-02, eta: 1 day, 19:44:48, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5625, loss_cls: 3.0897, loss: 3.0897, grad_norm: 3.3877 2020-07-26 23:12:36,961 - mmaction - INFO - Epoch [113][2920/3757] lr: 3.127e-02, eta: 1 day, 19:44:35, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3367, top5_acc: 0.5766, loss_cls: 3.0725, loss: 3.0725, grad_norm: 3.4851 2020-07-26 23:12:48,436 - mmaction - INFO - Epoch [113][2940/3757] lr: 3.127e-02, eta: 1 day, 19:44:22, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3266, top5_acc: 0.5641, loss_cls: 3.1017, loss: 3.1017, grad_norm: 3.5075 2020-07-26 23:12:59,790 - mmaction - INFO - Epoch [113][2960/3757] lr: 3.127e-02, eta: 1 day, 19:44:08, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.3375, top5_acc: 0.5852, loss_cls: 3.0411, loss: 3.0411, grad_norm: 3.3704 2020-07-26 23:13:11,303 - mmaction - INFO - Epoch [113][2980/3757] lr: 3.127e-02, eta: 1 day, 19:43:55, time: 0.576, data_time: 0.013, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5977, loss_cls: 3.0708, loss: 3.0708, grad_norm: 3.2743 2020-07-26 23:13:22,784 - mmaction - INFO - Epoch [113][3000/3757] lr: 3.127e-02, eta: 1 day, 19:43:41, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.5961, loss_cls: 2.9736, loss: 2.9736, grad_norm: 3.3460 2020-07-26 23:13:34,327 - mmaction - INFO - Epoch [113][3020/3757] lr: 3.127e-02, eta: 1 day, 19:43:28, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.3469, top5_acc: 0.5977, loss_cls: 2.9530, loss: 2.9530, grad_norm: 3.4678 2020-07-26 23:13:45,676 - mmaction - INFO - Epoch [113][3040/3757] lr: 3.127e-02, eta: 1 day, 19:43:15, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.3563, top5_acc: 0.5992, loss_cls: 2.9910, loss: 2.9910, grad_norm: 3.4565 2020-07-26 23:13:57,077 - mmaction - INFO - Epoch [113][3060/3757] lr: 3.127e-02, eta: 1 day, 19:43:01, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5766, loss_cls: 3.1433, loss: 3.1433, grad_norm: 3.4585 2020-07-26 23:14:08,507 - mmaction - INFO - Epoch [113][3080/3757] lr: 3.127e-02, eta: 1 day, 19:42:48, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3484, top5_acc: 0.5914, loss_cls: 3.0401, loss: 3.0401, grad_norm: 3.4116 2020-07-26 23:14:19,989 - mmaction - INFO - Epoch [113][3100/3757] lr: 3.127e-02, eta: 1 day, 19:42:35, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5977, loss_cls: 3.0506, loss: 3.0506, grad_norm: 3.3879 2020-07-26 23:14:31,758 - mmaction - INFO - Epoch [113][3120/3757] lr: 3.127e-02, eta: 1 day, 19:42:22, time: 0.588, data_time: 0.026, memory: 5232, top1_acc: 0.3266, top5_acc: 0.5617, loss_cls: 3.0955, loss: 3.0955, grad_norm: 3.4245 2020-07-26 23:14:43,187 - mmaction - INFO - Epoch [113][3140/3757] lr: 3.127e-02, eta: 1 day, 19:42:08, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5711, loss_cls: 3.1027, loss: 3.1027, grad_norm: 3.3688 2020-07-26 23:14:54,647 - mmaction - INFO - Epoch [113][3160/3757] lr: 3.127e-02, eta: 1 day, 19:41:55, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3320, top5_acc: 0.5852, loss_cls: 3.0566, loss: 3.0566, grad_norm: 3.3935 2020-07-26 23:15:06,104 - mmaction - INFO - Epoch [113][3180/3757] lr: 3.127e-02, eta: 1 day, 19:41:42, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3430, top5_acc: 0.5758, loss_cls: 3.0788, loss: 3.0788, grad_norm: 3.2707 2020-07-26 23:15:17,543 - mmaction - INFO - Epoch [113][3200/3757] lr: 3.127e-02, eta: 1 day, 19:41:28, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3266, top5_acc: 0.5570, loss_cls: 3.1507, loss: 3.1507, grad_norm: 3.3290 2020-07-26 23:15:29,190 - mmaction - INFO - Epoch [113][3220/3757] lr: 3.127e-02, eta: 1 day, 19:41:15, time: 0.583, data_time: 0.014, memory: 5232, top1_acc: 0.3414, top5_acc: 0.6000, loss_cls: 3.0403, loss: 3.0403, grad_norm: 3.3905 2020-07-26 23:15:40,604 - mmaction - INFO - Epoch [113][3240/3757] lr: 3.127e-02, eta: 1 day, 19:41:02, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5547, loss_cls: 3.1800, loss: 3.1800, grad_norm: 3.4453 2020-07-26 23:15:52,119 - mmaction - INFO - Epoch [113][3260/3757] lr: 3.127e-02, eta: 1 day, 19:40:48, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3383, top5_acc: 0.5703, loss_cls: 3.1104, loss: 3.1104, grad_norm: 3.3958 2020-07-26 23:16:03,653 - mmaction - INFO - Epoch [113][3280/3757] lr: 3.127e-02, eta: 1 day, 19:40:35, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5703, loss_cls: 3.1135, loss: 3.1135, grad_norm: 3.4064 2020-07-26 23:16:15,056 - mmaction - INFO - Epoch [113][3300/3757] lr: 3.127e-02, eta: 1 day, 19:40:22, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3141, top5_acc: 0.5500, loss_cls: 3.1594, loss: 3.1594, grad_norm: 3.3734 2020-07-26 23:16:26,469 - mmaction - INFO - Epoch [113][3320/3757] lr: 3.127e-02, eta: 1 day, 19:40:08, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5695, loss_cls: 3.1339, loss: 3.1339, grad_norm: 3.3712 2020-07-26 23:16:37,870 - mmaction - INFO - Epoch [113][3340/3757] lr: 3.127e-02, eta: 1 day, 19:39:55, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5781, loss_cls: 3.0909, loss: 3.0909, grad_norm: 3.4359 2020-07-26 23:16:49,375 - mmaction - INFO - Epoch [113][3360/3757] lr: 3.127e-02, eta: 1 day, 19:39:42, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3477, top5_acc: 0.5781, loss_cls: 3.0992, loss: 3.0992, grad_norm: 3.4812 2020-07-26 23:17:00,850 - mmaction - INFO - Epoch [113][3380/3757] lr: 3.127e-02, eta: 1 day, 19:39:28, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3422, top5_acc: 0.5969, loss_cls: 3.0369, loss: 3.0369, grad_norm: 3.4697 2020-07-26 23:17:12,444 - mmaction - INFO - Epoch [113][3400/3757] lr: 3.127e-02, eta: 1 day, 19:39:15, time: 0.580, data_time: 0.003, memory: 5232, top1_acc: 0.3477, top5_acc: 0.5844, loss_cls: 3.0376, loss: 3.0376, grad_norm: 3.3341 2020-07-26 23:17:23,994 - mmaction - INFO - Epoch [113][3420/3757] lr: 3.127e-02, eta: 1 day, 19:39:02, time: 0.578, data_time: 0.012, memory: 5232, top1_acc: 0.3516, top5_acc: 0.5938, loss_cls: 3.0067, loss: 3.0067, grad_norm: 3.3639 2020-07-26 23:17:35,467 - mmaction - INFO - Epoch [113][3440/3757] lr: 3.127e-02, eta: 1 day, 19:38:48, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3359, top5_acc: 0.5742, loss_cls: 3.0703, loss: 3.0703, grad_norm: 3.4181 2020-07-26 23:17:46,949 - mmaction - INFO - Epoch [113][3460/3757] lr: 3.127e-02, eta: 1 day, 19:38:35, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3148, top5_acc: 0.5641, loss_cls: 3.1894, loss: 3.1894, grad_norm: 3.4901 2020-07-26 23:17:58,399 - mmaction - INFO - Epoch [113][3480/3757] lr: 3.127e-02, eta: 1 day, 19:38:22, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3203, top5_acc: 0.5742, loss_cls: 3.1311, loss: 3.1311, grad_norm: 3.3600 2020-07-26 23:18:09,870 - mmaction - INFO - Epoch [113][3500/3757] lr: 3.127e-02, eta: 1 day, 19:38:08, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3281, top5_acc: 0.5883, loss_cls: 3.0305, loss: 3.0305, grad_norm: 3.3571 2020-07-26 23:18:21,319 - mmaction - INFO - Epoch [113][3520/3757] lr: 3.127e-02, eta: 1 day, 19:37:55, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3422, top5_acc: 0.5789, loss_cls: 3.0712, loss: 3.0712, grad_norm: 3.4357 2020-07-26 23:18:32,754 - mmaction - INFO - Epoch [113][3540/3757] lr: 3.127e-02, eta: 1 day, 19:37:42, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3070, top5_acc: 0.5664, loss_cls: 3.1910, loss: 3.1910, grad_norm: 3.4368 2020-07-26 23:18:44,167 - mmaction - INFO - Epoch [113][3560/3757] lr: 3.127e-02, eta: 1 day, 19:37:28, time: 0.570, data_time: 0.005, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5594, loss_cls: 3.1381, loss: 3.1381, grad_norm: 3.4268 2020-07-26 23:18:56,586 - mmaction - INFO - Epoch [113][3580/3757] lr: 3.127e-02, eta: 1 day, 19:37:16, time: 0.621, data_time: 0.060, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5312, loss_cls: 3.2592, loss: 3.2592, grad_norm: 3.4499 2020-07-26 23:19:07,925 - mmaction - INFO - Epoch [113][3600/3757] lr: 3.127e-02, eta: 1 day, 19:37:02, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3320, top5_acc: 0.5852, loss_cls: 3.0698, loss: 3.0698, grad_norm: 3.3860 2020-07-26 23:19:19,386 - mmaction - INFO - Epoch [113][3620/3757] lr: 3.127e-02, eta: 1 day, 19:36:49, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3359, top5_acc: 0.5828, loss_cls: 3.0452, loss: 3.0452, grad_norm: 3.4704 2020-07-26 23:19:30,907 - mmaction - INFO - Epoch [113][3640/3757] lr: 3.127e-02, eta: 1 day, 19:36:36, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3477, top5_acc: 0.5945, loss_cls: 2.9774, loss: 2.9774, grad_norm: 3.3016 2020-07-26 23:19:42,311 - mmaction - INFO - Epoch [113][3660/3757] lr: 3.127e-02, eta: 1 day, 19:36:22, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3406, top5_acc: 0.5898, loss_cls: 3.0254, loss: 3.0254, grad_norm: 3.3151 2020-07-26 23:19:55,817 - mmaction - INFO - Epoch [113][3680/3757] lr: 3.127e-02, eta: 1 day, 19:36:11, time: 0.676, data_time: 0.003, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5633, loss_cls: 3.2128, loss: 3.2128, grad_norm: 3.4133 2020-07-26 23:20:07,331 - mmaction - INFO - Epoch [113][3700/3757] lr: 3.127e-02, eta: 1 day, 19:35:58, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5797, loss_cls: 3.0842, loss: 3.0842, grad_norm: 3.3777 2020-07-26 23:20:18,824 - mmaction - INFO - Epoch [113][3720/3757] lr: 3.127e-02, eta: 1 day, 19:35:44, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3148, top5_acc: 0.5570, loss_cls: 3.1756, loss: 3.1756, grad_norm: 3.5403 2020-07-26 23:20:30,165 - mmaction - INFO - Epoch [113][3740/3757] lr: 3.127e-02, eta: 1 day, 19:35:31, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3281, top5_acc: 0.5570, loss_cls: 3.1230, loss: 3.1230, grad_norm: 3.4019 2020-07-26 23:23:53,146 - mmaction - INFO - Epoch [114][20/3757] lr: 3.046e-02, eta: 1 day, 19:37:25, time: 9.155, data_time: 8.453, memory: 5232, top1_acc: 0.3469, top5_acc: 0.6039, loss_cls: 3.0546, loss: 3.0546, grad_norm: 3.3355 2020-07-26 23:24:04,492 - mmaction - INFO - Epoch [114][40/3757] lr: 3.046e-02, eta: 1 day, 19:37:12, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3438, top5_acc: 0.5844, loss_cls: 3.0181, loss: 3.0181, grad_norm: 3.2811 2020-07-26 23:24:15,794 - mmaction - INFO - Epoch [114][60/3757] lr: 3.046e-02, eta: 1 day, 19:36:58, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3445, top5_acc: 0.5953, loss_cls: 3.0105, loss: 3.0105, grad_norm: 3.4660 2020-07-26 23:24:27,227 - mmaction - INFO - Epoch [114][80/3757] lr: 3.046e-02, eta: 1 day, 19:36:45, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3336, top5_acc: 0.5828, loss_cls: 3.0495, loss: 3.0495, grad_norm: 3.4218 2020-07-26 23:24:38,618 - mmaction - INFO - Epoch [114][100/3757] lr: 3.046e-02, eta: 1 day, 19:36:31, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3617, top5_acc: 0.6008, loss_cls: 2.9367, loss: 2.9367, grad_norm: 3.3553 2020-07-26 23:24:50,017 - mmaction - INFO - Epoch [114][120/3757] lr: 3.046e-02, eta: 1 day, 19:36:18, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3609, top5_acc: 0.6008, loss_cls: 2.9695, loss: 2.9695, grad_norm: 3.4094 2020-07-26 23:25:01,396 - mmaction - INFO - Epoch [114][140/3757] lr: 3.046e-02, eta: 1 day, 19:36:05, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5961, loss_cls: 3.0161, loss: 3.0161, grad_norm: 3.4744 2020-07-26 23:25:12,699 - mmaction - INFO - Epoch [114][160/3757] lr: 3.046e-02, eta: 1 day, 19:35:51, time: 0.565, data_time: 0.005, memory: 5232, top1_acc: 0.3625, top5_acc: 0.6148, loss_cls: 2.8806, loss: 2.8806, grad_norm: 3.3854 2020-07-26 23:25:23,994 - mmaction - INFO - Epoch [114][180/3757] lr: 3.046e-02, eta: 1 day, 19:35:38, time: 0.566, data_time: 0.004, memory: 5232, top1_acc: 0.3445, top5_acc: 0.5844, loss_cls: 3.0075, loss: 3.0075, grad_norm: 3.4610 2020-07-26 23:25:35,412 - mmaction - INFO - Epoch [114][200/3757] lr: 3.046e-02, eta: 1 day, 19:35:24, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3633, top5_acc: 0.5891, loss_cls: 2.9352, loss: 2.9352, grad_norm: 3.4528 2020-07-26 23:25:46,817 - mmaction - INFO - Epoch [114][220/3757] lr: 3.046e-02, eta: 1 day, 19:35:11, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3391, top5_acc: 0.6008, loss_cls: 2.9851, loss: 2.9851, grad_norm: 3.4989 2020-07-26 23:25:58,237 - mmaction - INFO - Epoch [114][240/3757] lr: 3.046e-02, eta: 1 day, 19:34:57, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3484, top5_acc: 0.5859, loss_cls: 2.9993, loss: 2.9993, grad_norm: 3.3631 2020-07-26 23:26:09,609 - mmaction - INFO - Epoch [114][260/3757] lr: 3.046e-02, eta: 1 day, 19:34:44, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3367, top5_acc: 0.5805, loss_cls: 3.0456, loss: 3.0456, grad_norm: 3.3806 2020-07-26 23:26:21,006 - mmaction - INFO - Epoch [114][280/3757] lr: 3.046e-02, eta: 1 day, 19:34:31, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.3320, top5_acc: 0.5945, loss_cls: 2.9929, loss: 2.9929, grad_norm: 3.4201 2020-07-26 23:26:32,449 - mmaction - INFO - Epoch [114][300/3757] lr: 3.046e-02, eta: 1 day, 19:34:17, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3836, top5_acc: 0.6336, loss_cls: 2.8525, loss: 2.8525, grad_norm: 3.2953 2020-07-26 23:26:43,898 - mmaction - INFO - Epoch [114][320/3757] lr: 3.046e-02, eta: 1 day, 19:34:04, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3336, top5_acc: 0.5820, loss_cls: 3.0779, loss: 3.0779, grad_norm: 3.4771 2020-07-26 23:26:55,487 - mmaction - INFO - Epoch [114][340/3757] lr: 3.046e-02, eta: 1 day, 19:33:51, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.3430, top5_acc: 0.5867, loss_cls: 3.0225, loss: 3.0225, grad_norm: 3.3718 2020-07-26 23:27:06,837 - mmaction - INFO - Epoch [114][360/3757] lr: 3.046e-02, eta: 1 day, 19:33:37, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.5820, loss_cls: 3.0598, loss: 3.0598, grad_norm: 3.4175 2020-07-26 23:27:18,261 - mmaction - INFO - Epoch [114][380/3757] lr: 3.046e-02, eta: 1 day, 19:33:24, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3414, top5_acc: 0.5836, loss_cls: 3.0535, loss: 3.0535, grad_norm: 3.4124 2020-07-26 23:27:29,775 - mmaction - INFO - Epoch [114][400/3757] lr: 3.046e-02, eta: 1 day, 19:33:11, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3438, top5_acc: 0.5930, loss_cls: 2.9965, loss: 2.9965, grad_norm: 3.4003 2020-07-26 23:27:41,200 - mmaction - INFO - Epoch [114][420/3757] lr: 3.046e-02, eta: 1 day, 19:32:57, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3375, top5_acc: 0.5797, loss_cls: 3.0349, loss: 3.0349, grad_norm: 3.5512 2020-07-26 23:27:52,693 - mmaction - INFO - Epoch [114][440/3757] lr: 3.046e-02, eta: 1 day, 19:32:44, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3438, top5_acc: 0.5789, loss_cls: 3.0507, loss: 3.0507, grad_norm: 3.4732 2020-07-26 23:28:04,133 - mmaction - INFO - Epoch [114][460/3757] lr: 3.046e-02, eta: 1 day, 19:32:31, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3281, top5_acc: 0.5867, loss_cls: 3.0202, loss: 3.0202, grad_norm: 3.4422 2020-07-26 23:28:15,669 - mmaction - INFO - Epoch [114][480/3757] lr: 3.046e-02, eta: 1 day, 19:32:17, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.3320, top5_acc: 0.5734, loss_cls: 3.1204, loss: 3.1204, grad_norm: 3.5247 2020-07-26 23:28:27,140 - mmaction - INFO - Epoch [114][500/3757] lr: 3.046e-02, eta: 1 day, 19:32:04, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3328, top5_acc: 0.5891, loss_cls: 3.0416, loss: 3.0416, grad_norm: 3.3682 2020-07-26 23:28:38,588 - mmaction - INFO - Epoch [114][520/3757] lr: 3.046e-02, eta: 1 day, 19:31:51, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3531, top5_acc: 0.5977, loss_cls: 2.9894, loss: 2.9894, grad_norm: 3.3158 2020-07-26 23:28:50,047 - mmaction - INFO - Epoch [114][540/3757] lr: 3.046e-02, eta: 1 day, 19:31:37, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.3430, top5_acc: 0.5883, loss_cls: 3.0392, loss: 3.0392, grad_norm: 3.4127 2020-07-26 23:29:01,549 - mmaction - INFO - Epoch [114][560/3757] lr: 3.046e-02, eta: 1 day, 19:31:24, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3398, top5_acc: 0.5906, loss_cls: 3.0054, loss: 3.0054, grad_norm: 3.4345 2020-07-26 23:29:13,039 - mmaction - INFO - Epoch [114][580/3757] lr: 3.046e-02, eta: 1 day, 19:31:11, time: 0.575, data_time: 0.009, memory: 5232, top1_acc: 0.3344, top5_acc: 0.5961, loss_cls: 3.0115, loss: 3.0115, grad_norm: 3.5132 2020-07-26 23:29:24,470 - mmaction - INFO - Epoch [114][600/3757] lr: 3.046e-02, eta: 1 day, 19:30:57, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5734, loss_cls: 3.0897, loss: 3.0897, grad_norm: 3.4622 2020-07-26 23:29:35,837 - mmaction - INFO - Epoch [114][620/3757] lr: 3.046e-02, eta: 1 day, 19:30:44, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3352, top5_acc: 0.5672, loss_cls: 3.0903, loss: 3.0903, grad_norm: 3.3744 2020-07-26 23:29:47,359 - mmaction - INFO - Epoch [114][640/3757] lr: 3.046e-02, eta: 1 day, 19:30:30, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3344, top5_acc: 0.5719, loss_cls: 3.1062, loss: 3.1062, grad_norm: 3.3204 2020-07-26 23:29:58,809 - mmaction - INFO - Epoch [114][660/3757] lr: 3.046e-02, eta: 1 day, 19:30:17, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5594, loss_cls: 3.1092, loss: 3.1092, grad_norm: 3.3467 2020-07-26 23:30:10,227 - mmaction - INFO - Epoch [114][680/3757] lr: 3.046e-02, eta: 1 day, 19:30:04, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3438, top5_acc: 0.5867, loss_cls: 3.0949, loss: 3.0949, grad_norm: 3.3579 2020-07-26 23:30:21,566 - mmaction - INFO - Epoch [114][700/3757] lr: 3.046e-02, eta: 1 day, 19:29:50, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3352, top5_acc: 0.5945, loss_cls: 3.0321, loss: 3.0321, grad_norm: 3.3701 2020-07-26 23:30:33,056 - mmaction - INFO - Epoch [114][720/3757] lr: 3.046e-02, eta: 1 day, 19:29:37, time: 0.575, data_time: 0.006, memory: 5232, top1_acc: 0.3336, top5_acc: 0.5727, loss_cls: 3.0351, loss: 3.0351, grad_norm: 3.4279 2020-07-26 23:30:44,466 - mmaction - INFO - Epoch [114][740/3757] lr: 3.046e-02, eta: 1 day, 19:29:24, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.3484, top5_acc: 0.6016, loss_cls: 3.0254, loss: 3.0254, grad_norm: 3.3375 2020-07-26 23:30:55,859 - mmaction - INFO - Epoch [114][760/3757] lr: 3.046e-02, eta: 1 day, 19:29:10, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5852, loss_cls: 3.0705, loss: 3.0705, grad_norm: 3.4426 2020-07-26 23:31:07,215 - mmaction - INFO - Epoch [114][780/3757] lr: 3.046e-02, eta: 1 day, 19:28:57, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3438, top5_acc: 0.5750, loss_cls: 3.0832, loss: 3.0832, grad_norm: 3.4401 2020-07-26 23:31:18,659 - mmaction - INFO - Epoch [114][800/3757] lr: 3.046e-02, eta: 1 day, 19:28:43, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.5891, loss_cls: 2.9888, loss: 2.9888, grad_norm: 3.3520 2020-07-26 23:31:30,156 - mmaction - INFO - Epoch [114][820/3757] lr: 3.046e-02, eta: 1 day, 19:28:30, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3328, top5_acc: 0.5844, loss_cls: 3.0850, loss: 3.0850, grad_norm: 3.4770 2020-07-26 23:31:41,653 - mmaction - INFO - Epoch [114][840/3757] lr: 3.046e-02, eta: 1 day, 19:28:17, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5813, loss_cls: 3.0860, loss: 3.0860, grad_norm: 3.5015 2020-07-26 23:31:53,160 - mmaction - INFO - Epoch [114][860/3757] lr: 3.046e-02, eta: 1 day, 19:28:03, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5844, loss_cls: 3.0533, loss: 3.0533, grad_norm: 3.4173 2020-07-26 23:32:04,484 - mmaction - INFO - Epoch [114][880/3757] lr: 3.046e-02, eta: 1 day, 19:27:50, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.3406, top5_acc: 0.6062, loss_cls: 3.0300, loss: 3.0300, grad_norm: 3.4833 2020-07-26 23:32:15,979 - mmaction - INFO - Epoch [114][900/3757] lr: 3.046e-02, eta: 1 day, 19:27:37, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5836, loss_cls: 3.0853, loss: 3.0853, grad_norm: 3.4977 2020-07-26 23:32:27,556 - mmaction - INFO - Epoch [114][920/3757] lr: 3.046e-02, eta: 1 day, 19:27:23, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3344, top5_acc: 0.5789, loss_cls: 3.0739, loss: 3.0739, grad_norm: 3.4549 2020-07-26 23:32:38,918 - mmaction - INFO - Epoch [114][940/3757] lr: 3.046e-02, eta: 1 day, 19:27:10, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.3555, top5_acc: 0.5953, loss_cls: 2.9447, loss: 2.9447, grad_norm: 3.3251 2020-07-26 23:32:50,423 - mmaction - INFO - Epoch [114][960/3757] lr: 3.046e-02, eta: 1 day, 19:26:57, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3336, top5_acc: 0.5922, loss_cls: 3.0345, loss: 3.0345, grad_norm: 3.3936 2020-07-26 23:33:01,896 - mmaction - INFO - Epoch [114][980/3757] lr: 3.046e-02, eta: 1 day, 19:26:43, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3250, top5_acc: 0.5602, loss_cls: 3.1627, loss: 3.1627, grad_norm: 3.4026 2020-07-26 23:33:13,331 - mmaction - INFO - Epoch [114][1000/3757] lr: 3.046e-02, eta: 1 day, 19:26:30, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3281, top5_acc: 0.5820, loss_cls: 3.1140, loss: 3.1140, grad_norm: 3.4121 2020-07-26 23:33:24,702 - mmaction - INFO - Epoch [114][1020/3757] lr: 3.046e-02, eta: 1 day, 19:26:17, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5781, loss_cls: 3.1500, loss: 3.1500, grad_norm: 3.4624 2020-07-26 23:33:36,079 - mmaction - INFO - Epoch [114][1040/3757] lr: 3.046e-02, eta: 1 day, 19:26:03, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3344, top5_acc: 0.5594, loss_cls: 3.1373, loss: 3.1373, grad_norm: 3.2740 2020-07-26 23:33:47,560 - mmaction - INFO - Epoch [114][1060/3757] lr: 3.046e-02, eta: 1 day, 19:25:50, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3266, top5_acc: 0.5680, loss_cls: 3.0970, loss: 3.0970, grad_norm: 3.4449 2020-07-26 23:33:59,095 - mmaction - INFO - Epoch [114][1080/3757] lr: 3.046e-02, eta: 1 day, 19:25:37, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3180, top5_acc: 0.5672, loss_cls: 3.1052, loss: 3.1052, grad_norm: 3.4819 2020-07-26 23:34:10,538 - mmaction - INFO - Epoch [114][1100/3757] lr: 3.046e-02, eta: 1 day, 19:25:23, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3258, top5_acc: 0.5586, loss_cls: 3.1307, loss: 3.1307, grad_norm: 3.3244 2020-07-26 23:34:22,170 - mmaction - INFO - Epoch [114][1120/3757] lr: 3.046e-02, eta: 1 day, 19:25:10, time: 0.582, data_time: 0.017, memory: 5232, top1_acc: 0.3383, top5_acc: 0.5687, loss_cls: 3.0793, loss: 3.0793, grad_norm: 3.3673 2020-07-26 23:34:33,641 - mmaction - INFO - Epoch [114][1140/3757] lr: 3.046e-02, eta: 1 day, 19:24:57, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3352, top5_acc: 0.5875, loss_cls: 3.0163, loss: 3.0163, grad_norm: 3.4156 2020-07-26 23:34:45,181 - mmaction - INFO - Epoch [114][1160/3757] lr: 3.046e-02, eta: 1 day, 19:24:43, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3438, top5_acc: 0.5891, loss_cls: 2.9465, loss: 2.9465, grad_norm: 3.3893 2020-07-26 23:34:56,572 - mmaction - INFO - Epoch [114][1180/3757] lr: 3.046e-02, eta: 1 day, 19:24:30, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5687, loss_cls: 3.1003, loss: 3.1003, grad_norm: 3.4371 2020-07-26 23:35:07,943 - mmaction - INFO - Epoch [114][1200/3757] lr: 3.046e-02, eta: 1 day, 19:24:17, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3469, top5_acc: 0.6008, loss_cls: 2.9691, loss: 2.9691, grad_norm: 3.2938 2020-07-26 23:35:19,465 - mmaction - INFO - Epoch [114][1220/3757] lr: 3.046e-02, eta: 1 day, 19:24:03, time: 0.576, data_time: 0.002, memory: 5232, top1_acc: 0.3359, top5_acc: 0.5695, loss_cls: 3.0533, loss: 3.0533, grad_norm: 3.4390 2020-07-26 23:35:30,973 - mmaction - INFO - Epoch [114][1240/3757] lr: 3.046e-02, eta: 1 day, 19:23:50, time: 0.575, data_time: 0.002, memory: 5232, top1_acc: 0.3453, top5_acc: 0.5891, loss_cls: 3.0205, loss: 3.0205, grad_norm: 3.4563 2020-07-26 23:35:42,395 - mmaction - INFO - Epoch [114][1260/3757] lr: 3.046e-02, eta: 1 day, 19:23:37, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5586, loss_cls: 3.0626, loss: 3.0626, grad_norm: 3.3739 2020-07-26 23:35:53,860 - mmaction - INFO - Epoch [114][1280/3757] lr: 3.046e-02, eta: 1 day, 19:23:23, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3469, top5_acc: 0.5844, loss_cls: 3.0079, loss: 3.0079, grad_norm: 3.3373 2020-07-26 23:36:05,281 - mmaction - INFO - Epoch [114][1300/3757] lr: 3.046e-02, eta: 1 day, 19:23:10, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3445, top5_acc: 0.5781, loss_cls: 3.0277, loss: 3.0277, grad_norm: 3.3370 2020-07-26 23:36:17,195 - mmaction - INFO - Epoch [114][1320/3757] lr: 3.046e-02, eta: 1 day, 19:22:57, time: 0.595, data_time: 0.024, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5734, loss_cls: 3.1510, loss: 3.1510, grad_norm: 3.4536 2020-07-26 23:36:28,631 - mmaction - INFO - Epoch [114][1340/3757] lr: 3.046e-02, eta: 1 day, 19:22:44, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3453, top5_acc: 0.5836, loss_cls: 2.9935, loss: 2.9935, grad_norm: 3.3537 2020-07-26 23:36:40,013 - mmaction - INFO - Epoch [114][1360/3757] lr: 3.046e-02, eta: 1 day, 19:22:30, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3430, top5_acc: 0.5875, loss_cls: 3.0062, loss: 3.0062, grad_norm: 3.3221 2020-07-26 23:36:51,544 - mmaction - INFO - Epoch [114][1380/3757] lr: 3.046e-02, eta: 1 day, 19:22:17, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5695, loss_cls: 3.1204, loss: 3.1204, grad_norm: 3.3957 2020-07-26 23:37:02,962 - mmaction - INFO - Epoch [114][1400/3757] lr: 3.046e-02, eta: 1 day, 19:22:04, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3492, top5_acc: 0.5883, loss_cls: 3.0144, loss: 3.0144, grad_norm: 3.3539 2020-07-26 23:37:14,461 - mmaction - INFO - Epoch [114][1420/3757] lr: 3.046e-02, eta: 1 day, 19:21:50, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3258, top5_acc: 0.5766, loss_cls: 3.1139, loss: 3.1139, grad_norm: 3.3974 2020-07-26 23:37:25,937 - mmaction - INFO - Epoch [114][1440/3757] lr: 3.046e-02, eta: 1 day, 19:21:37, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.3539, top5_acc: 0.6086, loss_cls: 2.9141, loss: 2.9141, grad_norm: 3.4306 2020-07-26 23:37:37,381 - mmaction - INFO - Epoch [114][1460/3757] lr: 3.046e-02, eta: 1 day, 19:21:24, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3531, top5_acc: 0.5922, loss_cls: 3.0161, loss: 3.0161, grad_norm: 3.4350 2020-07-26 23:37:48,847 - mmaction - INFO - Epoch [114][1480/3757] lr: 3.046e-02, eta: 1 day, 19:21:10, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.5781, loss_cls: 2.9697, loss: 2.9697, grad_norm: 3.4844 2020-07-26 23:38:00,306 - mmaction - INFO - Epoch [114][1500/3757] lr: 3.046e-02, eta: 1 day, 19:20:57, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3242, top5_acc: 0.5891, loss_cls: 3.0181, loss: 3.0181, grad_norm: 3.4372 2020-07-26 23:38:11,802 - mmaction - INFO - Epoch [114][1520/3757] lr: 3.046e-02, eta: 1 day, 19:20:44, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3344, top5_acc: 0.5813, loss_cls: 3.1016, loss: 3.1016, grad_norm: 3.5428 2020-07-26 23:38:23,324 - mmaction - INFO - Epoch [114][1540/3757] lr: 3.046e-02, eta: 1 day, 19:20:30, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3508, top5_acc: 0.5852, loss_cls: 2.9905, loss: 2.9905, grad_norm: 3.4234 2020-07-26 23:38:34,874 - mmaction - INFO - Epoch [114][1560/3757] lr: 3.046e-02, eta: 1 day, 19:20:17, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3375, top5_acc: 0.5758, loss_cls: 3.0826, loss: 3.0826, grad_norm: 3.4678 2020-07-26 23:38:46,360 - mmaction - INFO - Epoch [114][1580/3757] lr: 3.046e-02, eta: 1 day, 19:20:04, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3516, top5_acc: 0.5789, loss_cls: 3.0042, loss: 3.0042, grad_norm: 3.4711 2020-07-26 23:38:57,921 - mmaction - INFO - Epoch [114][1600/3757] lr: 3.046e-02, eta: 1 day, 19:19:51, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5469, loss_cls: 3.1872, loss: 3.1872, grad_norm: 3.4566 2020-07-26 23:39:09,357 - mmaction - INFO - Epoch [114][1620/3757] lr: 3.046e-02, eta: 1 day, 19:19:37, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3469, top5_acc: 0.5945, loss_cls: 2.9641, loss: 2.9641, grad_norm: 3.3500 2020-07-26 23:39:20,822 - mmaction - INFO - Epoch [114][1640/3757] lr: 3.046e-02, eta: 1 day, 19:19:24, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3359, top5_acc: 0.6055, loss_cls: 2.9683, loss: 2.9683, grad_norm: 3.5189 2020-07-26 23:39:32,248 - mmaction - INFO - Epoch [114][1660/3757] lr: 3.046e-02, eta: 1 day, 19:19:11, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3508, top5_acc: 0.5750, loss_cls: 3.0615, loss: 3.0615, grad_norm: 3.5313 2020-07-26 23:39:43,784 - mmaction - INFO - Epoch [114][1680/3757] lr: 3.046e-02, eta: 1 day, 19:18:57, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3055, top5_acc: 0.5867, loss_cls: 3.0988, loss: 3.0988, grad_norm: 3.5869 2020-07-26 23:39:55,129 - mmaction - INFO - Epoch [114][1700/3757] lr: 3.046e-02, eta: 1 day, 19:18:44, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3438, top5_acc: 0.5875, loss_cls: 3.0342, loss: 3.0342, grad_norm: 3.4708 2020-07-26 23:40:06,552 - mmaction - INFO - Epoch [114][1720/3757] lr: 3.046e-02, eta: 1 day, 19:18:30, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3453, top5_acc: 0.5773, loss_cls: 3.0324, loss: 3.0324, grad_norm: 3.3556 2020-07-26 23:40:18,053 - mmaction - INFO - Epoch [114][1740/3757] lr: 3.046e-02, eta: 1 day, 19:18:17, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5625, loss_cls: 3.1496, loss: 3.1496, grad_norm: 3.4808 2020-07-26 23:40:29,792 - mmaction - INFO - Epoch [114][1760/3757] lr: 3.046e-02, eta: 1 day, 19:18:04, time: 0.588, data_time: 0.021, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5930, loss_cls: 3.0058, loss: 3.0058, grad_norm: 3.4278 2020-07-26 23:40:41,319 - mmaction - INFO - Epoch [114][1780/3757] lr: 3.046e-02, eta: 1 day, 19:17:51, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3711, top5_acc: 0.5969, loss_cls: 2.9147, loss: 2.9147, grad_norm: 3.3859 2020-07-26 23:40:52,803 - mmaction - INFO - Epoch [114][1800/3757] lr: 3.046e-02, eta: 1 day, 19:17:37, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3281, top5_acc: 0.6016, loss_cls: 3.0386, loss: 3.0386, grad_norm: 3.5045 2020-07-26 23:41:04,221 - mmaction - INFO - Epoch [114][1820/3757] lr: 3.046e-02, eta: 1 day, 19:17:24, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3391, top5_acc: 0.5852, loss_cls: 3.0748, loss: 3.0748, grad_norm: 3.4118 2020-07-26 23:41:15,730 - mmaction - INFO - Epoch [114][1840/3757] lr: 3.046e-02, eta: 1 day, 19:17:11, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3539, top5_acc: 0.6000, loss_cls: 3.0088, loss: 3.0088, grad_norm: 3.3988 2020-07-26 23:41:27,123 - mmaction - INFO - Epoch [114][1860/3757] lr: 3.046e-02, eta: 1 day, 19:16:57, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3328, top5_acc: 0.6062, loss_cls: 3.0464, loss: 3.0464, grad_norm: 3.5232 2020-07-26 23:41:38,568 - mmaction - INFO - Epoch [114][1880/3757] lr: 3.046e-02, eta: 1 day, 19:16:44, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3492, top5_acc: 0.6023, loss_cls: 2.9378, loss: 2.9378, grad_norm: 3.4127 2020-07-26 23:41:50,027 - mmaction - INFO - Epoch [114][1900/3757] lr: 3.046e-02, eta: 1 day, 19:16:31, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5570, loss_cls: 3.1807, loss: 3.1807, grad_norm: 3.4479 2020-07-26 23:42:01,481 - mmaction - INFO - Epoch [114][1920/3757] lr: 3.046e-02, eta: 1 day, 19:16:17, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5695, loss_cls: 3.1394, loss: 3.1394, grad_norm: 3.3609 2020-07-26 23:42:13,075 - mmaction - INFO - Epoch [114][1940/3757] lr: 3.046e-02, eta: 1 day, 19:16:04, time: 0.580, data_time: 0.003, memory: 5232, top1_acc: 0.3508, top5_acc: 0.5930, loss_cls: 3.0102, loss: 3.0102, grad_norm: 3.3322 2020-07-26 23:42:24,541 - mmaction - INFO - Epoch [114][1960/3757] lr: 3.046e-02, eta: 1 day, 19:15:51, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5844, loss_cls: 3.0296, loss: 3.0296, grad_norm: 3.4377 2020-07-26 23:42:36,043 - mmaction - INFO - Epoch [114][1980/3757] lr: 3.046e-02, eta: 1 day, 19:15:38, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3281, top5_acc: 0.5672, loss_cls: 3.1175, loss: 3.1175, grad_norm: 3.4070 2020-07-26 23:42:47,603 - mmaction - INFO - Epoch [114][2000/3757] lr: 3.046e-02, eta: 1 day, 19:15:24, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3336, top5_acc: 0.5766, loss_cls: 3.0758, loss: 3.0758, grad_norm: 3.3573 2020-07-26 23:42:59,095 - mmaction - INFO - Epoch [114][2020/3757] lr: 3.046e-02, eta: 1 day, 19:15:11, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3375, top5_acc: 0.5922, loss_cls: 3.0089, loss: 3.0089, grad_norm: 3.3703 2020-07-26 23:43:10,642 - mmaction - INFO - Epoch [114][2040/3757] lr: 3.046e-02, eta: 1 day, 19:14:58, time: 0.578, data_time: 0.004, memory: 5232, top1_acc: 0.3336, top5_acc: 0.5586, loss_cls: 3.1305, loss: 3.1305, grad_norm: 3.4788 2020-07-26 23:43:22,513 - mmaction - INFO - Epoch [114][2060/3757] lr: 3.046e-02, eta: 1 day, 19:14:45, time: 0.593, data_time: 0.028, memory: 5232, top1_acc: 0.3344, top5_acc: 0.5766, loss_cls: 3.0871, loss: 3.0871, grad_norm: 3.3978 2020-07-26 23:43:33,977 - mmaction - INFO - Epoch [114][2080/3757] lr: 3.046e-02, eta: 1 day, 19:14:31, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3367, top5_acc: 0.5758, loss_cls: 3.0441, loss: 3.0441, grad_norm: 3.4005 2020-07-26 23:43:45,367 - mmaction - INFO - Epoch [114][2100/3757] lr: 3.046e-02, eta: 1 day, 19:14:18, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3266, top5_acc: 0.5984, loss_cls: 3.0833, loss: 3.0833, grad_norm: 3.4430 2020-07-26 23:43:56,743 - mmaction - INFO - Epoch [114][2120/3757] lr: 3.046e-02, eta: 1 day, 19:14:05, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3547, top5_acc: 0.5992, loss_cls: 3.0042, loss: 3.0042, grad_norm: 3.3965 2020-07-26 23:44:08,217 - mmaction - INFO - Epoch [114][2140/3757] lr: 3.046e-02, eta: 1 day, 19:13:51, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5891, loss_cls: 3.0724, loss: 3.0724, grad_norm: 3.4433 2020-07-26 23:44:19,678 - mmaction - INFO - Epoch [114][2160/3757] lr: 3.046e-02, eta: 1 day, 19:13:38, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.5922, loss_cls: 3.0555, loss: 3.0555, grad_norm: 3.4580 2020-07-26 23:44:31,095 - mmaction - INFO - Epoch [114][2180/3757] lr: 3.046e-02, eta: 1 day, 19:13:25, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5734, loss_cls: 3.1232, loss: 3.1232, grad_norm: 3.4767 2020-07-26 23:44:42,528 - mmaction - INFO - Epoch [114][2200/3757] lr: 3.046e-02, eta: 1 day, 19:13:11, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3328, top5_acc: 0.5914, loss_cls: 3.0455, loss: 3.0455, grad_norm: 3.4075 2020-07-26 23:44:53,948 - mmaction - INFO - Epoch [114][2220/3757] lr: 3.046e-02, eta: 1 day, 19:12:58, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3391, top5_acc: 0.5766, loss_cls: 3.0908, loss: 3.0908, grad_norm: 3.3623 2020-07-26 23:45:05,351 - mmaction - INFO - Epoch [114][2240/3757] lr: 3.046e-02, eta: 1 day, 19:12:45, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3445, top5_acc: 0.5797, loss_cls: 3.0447, loss: 3.0447, grad_norm: 3.4745 2020-07-26 23:45:16,858 - mmaction - INFO - Epoch [114][2260/3757] lr: 3.046e-02, eta: 1 day, 19:12:31, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3094, top5_acc: 0.5453, loss_cls: 3.2203, loss: 3.2203, grad_norm: 3.5782 2020-07-26 23:45:28,269 - mmaction - INFO - Epoch [114][2280/3757] lr: 3.046e-02, eta: 1 day, 19:12:18, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3516, top5_acc: 0.5813, loss_cls: 3.0256, loss: 3.0256, grad_norm: 3.3883 2020-07-26 23:45:39,634 - mmaction - INFO - Epoch [114][2300/3757] lr: 3.046e-02, eta: 1 day, 19:12:05, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3508, top5_acc: 0.5875, loss_cls: 3.0332, loss: 3.0332, grad_norm: 3.3790 2020-07-26 23:45:51,057 - mmaction - INFO - Epoch [114][2320/3757] lr: 3.046e-02, eta: 1 day, 19:11:51, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3438, top5_acc: 0.6234, loss_cls: 2.9059, loss: 2.9059, grad_norm: 3.3003 2020-07-26 23:46:02,623 - mmaction - INFO - Epoch [114][2340/3757] lr: 3.046e-02, eta: 1 day, 19:11:38, time: 0.578, data_time: 0.014, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5703, loss_cls: 3.1110, loss: 3.1110, grad_norm: 3.3515 2020-07-26 23:46:14,105 - mmaction - INFO - Epoch [114][2360/3757] lr: 3.046e-02, eta: 1 day, 19:11:25, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3266, top5_acc: 0.5719, loss_cls: 3.1622, loss: 3.1622, grad_norm: 3.3774 2020-07-26 23:46:25,517 - mmaction - INFO - Epoch [114][2380/3757] lr: 3.046e-02, eta: 1 day, 19:11:11, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.5805, loss_cls: 3.0757, loss: 3.0757, grad_norm: 3.3162 2020-07-26 23:46:36,975 - mmaction - INFO - Epoch [114][2400/3757] lr: 3.046e-02, eta: 1 day, 19:10:58, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3633, top5_acc: 0.5820, loss_cls: 3.0610, loss: 3.0610, grad_norm: 3.3412 2020-07-26 23:46:48,416 - mmaction - INFO - Epoch [114][2420/3757] lr: 3.046e-02, eta: 1 day, 19:10:45, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.3141, top5_acc: 0.5742, loss_cls: 3.0953, loss: 3.0953, grad_norm: 3.4895 2020-07-26 23:46:59,886 - mmaction - INFO - Epoch [114][2440/3757] lr: 3.046e-02, eta: 1 day, 19:10:31, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3406, top5_acc: 0.5961, loss_cls: 3.0473, loss: 3.0473, grad_norm: 3.4565 2020-07-26 23:47:11,290 - mmaction - INFO - Epoch [114][2460/3757] lr: 3.046e-02, eta: 1 day, 19:10:18, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5719, loss_cls: 3.1187, loss: 3.1187, grad_norm: 3.4313 2020-07-26 23:47:22,675 - mmaction - INFO - Epoch [114][2480/3757] lr: 3.046e-02, eta: 1 day, 19:10:05, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3305, top5_acc: 0.5813, loss_cls: 3.0845, loss: 3.0845, grad_norm: 3.4363 2020-07-26 23:47:34,079 - mmaction - INFO - Epoch [114][2500/3757] lr: 3.046e-02, eta: 1 day, 19:09:51, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.3461, top5_acc: 0.5898, loss_cls: 3.0644, loss: 3.0644, grad_norm: 3.3233 2020-07-26 23:47:45,479 - mmaction - INFO - Epoch [114][2520/3757] lr: 3.046e-02, eta: 1 day, 19:09:38, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.3375, top5_acc: 0.5977, loss_cls: 2.9743, loss: 2.9743, grad_norm: 3.4030 2020-07-26 23:47:56,945 - mmaction - INFO - Epoch [114][2540/3757] lr: 3.046e-02, eta: 1 day, 19:09:24, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5805, loss_cls: 3.0554, loss: 3.0554, grad_norm: 3.5549 2020-07-26 23:48:08,295 - mmaction - INFO - Epoch [114][2560/3757] lr: 3.046e-02, eta: 1 day, 19:09:11, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3352, top5_acc: 0.5945, loss_cls: 3.0326, loss: 3.0326, grad_norm: 3.5011 2020-07-26 23:48:19,778 - mmaction - INFO - Epoch [114][2580/3757] lr: 3.046e-02, eta: 1 day, 19:08:58, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3203, top5_acc: 0.5508, loss_cls: 3.1412, loss: 3.1412, grad_norm: 3.4224 2020-07-26 23:48:31,243 - mmaction - INFO - Epoch [114][2600/3757] lr: 3.046e-02, eta: 1 day, 19:08:44, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5656, loss_cls: 3.1573, loss: 3.1573, grad_norm: 3.4298 2020-07-26 23:48:42,630 - mmaction - INFO - Epoch [114][2620/3757] lr: 3.046e-02, eta: 1 day, 19:08:31, time: 0.569, data_time: 0.006, memory: 5232, top1_acc: 0.3242, top5_acc: 0.5750, loss_cls: 3.0678, loss: 3.0678, grad_norm: 3.4314 2020-07-26 23:48:53,996 - mmaction - INFO - Epoch [114][2640/3757] lr: 3.046e-02, eta: 1 day, 19:08:18, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5742, loss_cls: 3.1450, loss: 3.1450, grad_norm: 3.4340 2020-07-26 23:49:05,386 - mmaction - INFO - Epoch [114][2660/3757] lr: 3.046e-02, eta: 1 day, 19:08:04, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5594, loss_cls: 3.1485, loss: 3.1485, grad_norm: 3.5630 2020-07-26 23:49:16,938 - mmaction - INFO - Epoch [114][2680/3757] lr: 3.046e-02, eta: 1 day, 19:07:51, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3484, top5_acc: 0.5898, loss_cls: 2.9901, loss: 2.9901, grad_norm: 3.3857 2020-07-26 23:49:28,295 - mmaction - INFO - Epoch [114][2700/3757] lr: 3.046e-02, eta: 1 day, 19:07:38, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3570, top5_acc: 0.6164, loss_cls: 2.9548, loss: 2.9548, grad_norm: 3.4401 2020-07-26 23:49:39,928 - mmaction - INFO - Epoch [114][2720/3757] lr: 3.046e-02, eta: 1 day, 19:07:24, time: 0.581, data_time: 0.003, memory: 5232, top1_acc: 0.3477, top5_acc: 0.6211, loss_cls: 2.9129, loss: 2.9129, grad_norm: 3.4621 2020-07-26 23:49:51,327 - mmaction - INFO - Epoch [114][2740/3757] lr: 3.046e-02, eta: 1 day, 19:07:11, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3453, top5_acc: 0.5938, loss_cls: 3.0447, loss: 3.0447, grad_norm: 3.3289 2020-07-26 23:50:02,795 - mmaction - INFO - Epoch [114][2760/3757] lr: 3.046e-02, eta: 1 day, 19:06:58, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3047, top5_acc: 0.5844, loss_cls: 3.1016, loss: 3.1016, grad_norm: 3.3719 2020-07-26 23:50:14,229 - mmaction - INFO - Epoch [114][2780/3757] lr: 3.046e-02, eta: 1 day, 19:06:44, time: 0.572, data_time: 0.001, memory: 5232, top1_acc: 0.3578, top5_acc: 0.6055, loss_cls: 2.9621, loss: 2.9621, grad_norm: 3.4133 2020-07-26 23:50:25,478 - mmaction - INFO - Epoch [114][2800/3757] lr: 3.046e-02, eta: 1 day, 19:06:31, time: 0.562, data_time: 0.001, memory: 5232, top1_acc: 0.3266, top5_acc: 0.5805, loss_cls: 3.0621, loss: 3.0621, grad_norm: 3.4851 2020-07-26 23:50:36,868 - mmaction - INFO - Epoch [114][2820/3757] lr: 3.046e-02, eta: 1 day, 19:06:18, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3336, top5_acc: 0.5891, loss_cls: 2.9844, loss: 2.9844, grad_norm: 3.4517 2020-07-26 23:50:48,337 - mmaction - INFO - Epoch [114][2840/3757] lr: 3.046e-02, eta: 1 day, 19:06:04, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.3250, top5_acc: 0.5750, loss_cls: 3.0626, loss: 3.0626, grad_norm: 3.4534 2020-07-26 23:50:59,887 - mmaction - INFO - Epoch [114][2860/3757] lr: 3.046e-02, eta: 1 day, 19:05:51, time: 0.578, data_time: 0.004, memory: 5232, top1_acc: 0.3344, top5_acc: 0.6023, loss_cls: 3.0493, loss: 3.0493, grad_norm: 3.5454 2020-07-26 23:51:11,549 - mmaction - INFO - Epoch [114][2880/3757] lr: 3.046e-02, eta: 1 day, 19:05:38, time: 0.583, data_time: 0.019, memory: 5232, top1_acc: 0.3250, top5_acc: 0.5766, loss_cls: 3.0772, loss: 3.0772, grad_norm: 3.4824 2020-07-26 23:51:23,007 - mmaction - INFO - Epoch [114][2900/3757] lr: 3.046e-02, eta: 1 day, 19:05:25, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3398, top5_acc: 0.5805, loss_cls: 3.0750, loss: 3.0750, grad_norm: 3.4049 2020-07-26 23:51:34,372 - mmaction - INFO - Epoch [114][2920/3757] lr: 3.046e-02, eta: 1 day, 19:05:11, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3641, top5_acc: 0.5914, loss_cls: 3.0080, loss: 3.0080, grad_norm: 3.3797 2020-07-26 23:51:45,831 - mmaction - INFO - Epoch [114][2940/3757] lr: 3.046e-02, eta: 1 day, 19:04:58, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3438, top5_acc: 0.5727, loss_cls: 3.0460, loss: 3.0460, grad_norm: 3.3212 2020-07-26 23:51:57,717 - mmaction - INFO - Epoch [114][2960/3757] lr: 3.046e-02, eta: 1 day, 19:04:45, time: 0.594, data_time: 0.029, memory: 5232, top1_acc: 0.3406, top5_acc: 0.5922, loss_cls: 2.9880, loss: 2.9880, grad_norm: 3.3794 2020-07-26 23:52:09,151 - mmaction - INFO - Epoch [114][2980/3757] lr: 3.046e-02, eta: 1 day, 19:04:32, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.3250, top5_acc: 0.5578, loss_cls: 3.1190, loss: 3.1190, grad_norm: 3.4515 2020-07-26 23:52:20,559 - mmaction - INFO - Epoch [114][3000/3757] lr: 3.046e-02, eta: 1 day, 19:04:18, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3656, top5_acc: 0.6078, loss_cls: 2.9056, loss: 2.9056, grad_norm: 3.2942 2020-07-26 23:52:32,039 - mmaction - INFO - Epoch [114][3020/3757] lr: 3.046e-02, eta: 1 day, 19:04:05, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3375, top5_acc: 0.5953, loss_cls: 3.0355, loss: 3.0355, grad_norm: 3.4521 2020-07-26 23:52:43,632 - mmaction - INFO - Epoch [114][3040/3757] lr: 3.046e-02, eta: 1 day, 19:03:52, time: 0.580, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5781, loss_cls: 3.1148, loss: 3.1148, grad_norm: 3.4975 2020-07-26 23:52:55,139 - mmaction - INFO - Epoch [114][3060/3757] lr: 3.046e-02, eta: 1 day, 19:03:38, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3281, top5_acc: 0.5813, loss_cls: 3.0599, loss: 3.0599, grad_norm: 3.5636 2020-07-26 23:53:06,553 - mmaction - INFO - Epoch [114][3080/3757] lr: 3.046e-02, eta: 1 day, 19:03:25, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3359, top5_acc: 0.5789, loss_cls: 3.0220, loss: 3.0220, grad_norm: 3.5308 2020-07-26 23:53:17,950 - mmaction - INFO - Epoch [114][3100/3757] lr: 3.046e-02, eta: 1 day, 19:03:12, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3344, top5_acc: 0.5914, loss_cls: 3.0065, loss: 3.0065, grad_norm: 3.4146 2020-07-26 23:53:29,357 - mmaction - INFO - Epoch [114][3120/3757] lr: 3.046e-02, eta: 1 day, 19:02:58, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5742, loss_cls: 3.0408, loss: 3.0408, grad_norm: 3.3967 2020-07-26 23:53:40,748 - mmaction - INFO - Epoch [114][3140/3757] lr: 3.046e-02, eta: 1 day, 19:02:45, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5711, loss_cls: 3.1405, loss: 3.1405, grad_norm: 3.3946 2020-07-26 23:53:52,206 - mmaction - INFO - Epoch [114][3160/3757] lr: 3.046e-02, eta: 1 day, 19:02:32, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3445, top5_acc: 0.5859, loss_cls: 3.0524, loss: 3.0524, grad_norm: 3.2110 2020-07-26 23:54:03,702 - mmaction - INFO - Epoch [114][3180/3757] lr: 3.046e-02, eta: 1 day, 19:02:18, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3578, top5_acc: 0.6227, loss_cls: 2.8925, loss: 2.8925, grad_norm: 3.2390 2020-07-26 23:54:19,277 - mmaction - INFO - Epoch [114][3200/3757] lr: 3.046e-02, eta: 1 day, 19:02:08, time: 0.778, data_time: 0.186, memory: 5232, top1_acc: 0.3352, top5_acc: 0.5750, loss_cls: 3.0580, loss: 3.0580, grad_norm: 3.4429 2020-07-26 23:54:31,069 - mmaction - INFO - Epoch [114][3220/3757] lr: 3.046e-02, eta: 1 day, 19:01:55, time: 0.590, data_time: 0.024, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5961, loss_cls: 3.0609, loss: 3.0609, grad_norm: 3.4006 2020-07-26 23:54:42,828 - mmaction - INFO - Epoch [114][3240/3757] lr: 3.046e-02, eta: 1 day, 19:01:42, time: 0.588, data_time: 0.015, memory: 5232, top1_acc: 0.3375, top5_acc: 0.5883, loss_cls: 3.0103, loss: 3.0103, grad_norm: 3.4453 2020-07-26 23:54:54,901 - mmaction - INFO - Epoch [114][3260/3757] lr: 3.046e-02, eta: 1 day, 19:01:30, time: 0.604, data_time: 0.021, memory: 5232, top1_acc: 0.3609, top5_acc: 0.6320, loss_cls: 2.8274, loss: 2.8274, grad_norm: 3.5221 2020-07-26 23:55:06,663 - mmaction - INFO - Epoch [114][3280/3757] lr: 3.046e-02, eta: 1 day, 19:01:17, time: 0.588, data_time: 0.017, memory: 5232, top1_acc: 0.3414, top5_acc: 0.5859, loss_cls: 3.0738, loss: 3.0738, grad_norm: 3.5392 2020-07-26 23:55:18,190 - mmaction - INFO - Epoch [114][3300/3757] lr: 3.046e-02, eta: 1 day, 19:01:03, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3391, top5_acc: 0.5828, loss_cls: 3.1070, loss: 3.1070, grad_norm: 3.4603 2020-07-26 23:55:29,611 - mmaction - INFO - Epoch [114][3320/3757] lr: 3.046e-02, eta: 1 day, 19:00:50, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.6039, loss_cls: 2.9370, loss: 2.9370, grad_norm: 3.4289 2020-07-26 23:55:41,106 - mmaction - INFO - Epoch [114][3340/3757] lr: 3.046e-02, eta: 1 day, 19:00:37, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3516, top5_acc: 0.5766, loss_cls: 3.0575, loss: 3.0575, grad_norm: 3.4807 2020-07-26 23:55:52,900 - mmaction - INFO - Epoch [114][3360/3757] lr: 3.046e-02, eta: 1 day, 19:00:24, time: 0.590, data_time: 0.013, memory: 5232, top1_acc: 0.3539, top5_acc: 0.5945, loss_cls: 3.0259, loss: 3.0259, grad_norm: 3.4167 2020-07-26 23:56:04,720 - mmaction - INFO - Epoch [114][3380/3757] lr: 3.046e-02, eta: 1 day, 19:00:11, time: 0.591, data_time: 0.025, memory: 5232, top1_acc: 0.3266, top5_acc: 0.5828, loss_cls: 3.0785, loss: 3.0785, grad_norm: 3.4669 2020-07-26 23:56:16,490 - mmaction - INFO - Epoch [114][3400/3757] lr: 3.046e-02, eta: 1 day, 18:59:58, time: 0.589, data_time: 0.016, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5930, loss_cls: 3.0716, loss: 3.0716, grad_norm: 3.4383 2020-07-26 23:56:28,191 - mmaction - INFO - Epoch [114][3420/3757] lr: 3.046e-02, eta: 1 day, 18:59:44, time: 0.585, data_time: 0.018, memory: 5232, top1_acc: 0.3484, top5_acc: 0.5672, loss_cls: 3.0708, loss: 3.0708, grad_norm: 3.4896 2020-07-26 23:56:39,600 - mmaction - INFO - Epoch [114][3440/3757] lr: 3.046e-02, eta: 1 day, 18:59:31, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5766, loss_cls: 3.0971, loss: 3.0971, grad_norm: 3.3961 2020-07-26 23:56:51,094 - mmaction - INFO - Epoch [114][3460/3757] lr: 3.046e-02, eta: 1 day, 18:59:18, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5570, loss_cls: 3.1328, loss: 3.1328, grad_norm: 3.4094 2020-07-26 23:57:02,498 - mmaction - INFO - Epoch [114][3480/3757] lr: 3.046e-02, eta: 1 day, 18:59:04, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3367, top5_acc: 0.6008, loss_cls: 3.0184, loss: 3.0184, grad_norm: 3.3354 2020-07-26 23:57:13,878 - mmaction - INFO - Epoch [114][3500/3757] lr: 3.046e-02, eta: 1 day, 18:58:51, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5938, loss_cls: 2.9834, loss: 2.9834, grad_norm: 3.4229 2020-07-26 23:57:25,239 - mmaction - INFO - Epoch [114][3520/3757] lr: 3.046e-02, eta: 1 day, 18:58:38, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5727, loss_cls: 3.0945, loss: 3.0945, grad_norm: 3.4782 2020-07-26 23:57:36,753 - mmaction - INFO - Epoch [114][3540/3757] lr: 3.046e-02, eta: 1 day, 18:58:24, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3453, top5_acc: 0.5750, loss_cls: 3.0566, loss: 3.0566, grad_norm: 3.4845 2020-07-26 23:57:48,263 - mmaction - INFO - Epoch [114][3560/3757] lr: 3.046e-02, eta: 1 day, 18:58:11, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3344, top5_acc: 0.5766, loss_cls: 3.0919, loss: 3.0919, grad_norm: 3.4811 2020-07-26 23:57:59,602 - mmaction - INFO - Epoch [114][3580/3757] lr: 3.046e-02, eta: 1 day, 18:57:58, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3367, top5_acc: 0.5984, loss_cls: 3.0787, loss: 3.0787, grad_norm: 3.4464 2020-07-26 23:58:11,073 - mmaction - INFO - Epoch [114][3600/3757] lr: 3.046e-02, eta: 1 day, 18:57:44, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3359, top5_acc: 0.5852, loss_cls: 3.0493, loss: 3.0493, grad_norm: 3.4699 2020-07-26 23:58:22,555 - mmaction - INFO - Epoch [114][3620/3757] lr: 3.046e-02, eta: 1 day, 18:57:31, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3344, top5_acc: 0.6055, loss_cls: 2.9546, loss: 2.9546, grad_norm: 3.4260 2020-07-26 23:58:34,051 - mmaction - INFO - Epoch [114][3640/3757] lr: 3.046e-02, eta: 1 day, 18:57:18, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3406, top5_acc: 0.5727, loss_cls: 3.1048, loss: 3.1048, grad_norm: 3.6181 2020-07-26 23:58:45,504 - mmaction - INFO - Epoch [114][3660/3757] lr: 3.046e-02, eta: 1 day, 18:57:05, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3258, top5_acc: 0.5492, loss_cls: 3.1713, loss: 3.1713, grad_norm: 3.3906 2020-07-26 23:58:56,943 - mmaction - INFO - Epoch [114][3680/3757] lr: 3.046e-02, eta: 1 day, 18:56:51, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3563, top5_acc: 0.6047, loss_cls: 2.9471, loss: 2.9471, grad_norm: 3.2805 2020-07-26 23:59:08,415 - mmaction - INFO - Epoch [114][3700/3757] lr: 3.046e-02, eta: 1 day, 18:56:38, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3406, top5_acc: 0.5836, loss_cls: 3.0669, loss: 3.0669, grad_norm: 3.4374 2020-07-26 23:59:19,886 - mmaction - INFO - Epoch [114][3720/3757] lr: 3.046e-02, eta: 1 day, 18:56:25, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.3203, top5_acc: 0.5805, loss_cls: 3.0757, loss: 3.0757, grad_norm: 3.4582 2020-07-26 23:59:31,244 - mmaction - INFO - Epoch [114][3740/3757] lr: 3.046e-02, eta: 1 day, 18:56:11, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5742, loss_cls: 3.0534, loss: 3.0534, grad_norm: 3.5707 2020-07-27 00:02:58,707 - mmaction - INFO - Epoch [115][20/3757] lr: 2.966e-02, eta: 1 day, 18:58:09, time: 9.600, data_time: 8.900, memory: 5232, top1_acc: 0.3375, top5_acc: 0.5930, loss_cls: 3.0275, loss: 3.0275, grad_norm: 3.4271 2020-07-27 00:03:09,947 - mmaction - INFO - Epoch [115][40/3757] lr: 2.966e-02, eta: 1 day, 18:57:56, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.3445, top5_acc: 0.5734, loss_cls: 3.0384, loss: 3.0384, grad_norm: 3.4310 2020-07-27 00:03:21,332 - mmaction - INFO - Epoch [115][60/3757] lr: 2.966e-02, eta: 1 day, 18:57:42, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3180, top5_acc: 0.5508, loss_cls: 3.0999, loss: 3.0999, grad_norm: 3.4931 2020-07-27 00:03:32,571 - mmaction - INFO - Epoch [115][80/3757] lr: 2.966e-02, eta: 1 day, 18:57:29, time: 0.562, data_time: 0.001, memory: 5232, top1_acc: 0.3695, top5_acc: 0.6164, loss_cls: 2.9348, loss: 2.9348, grad_norm: 3.4063 2020-07-27 00:03:43,990 - mmaction - INFO - Epoch [115][100/3757] lr: 2.966e-02, eta: 1 day, 18:57:16, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3375, top5_acc: 0.5883, loss_cls: 3.0212, loss: 3.0212, grad_norm: 3.4447 2020-07-27 00:03:55,431 - mmaction - INFO - Epoch [115][120/3757] lr: 2.966e-02, eta: 1 day, 18:57:02, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3430, top5_acc: 0.5961, loss_cls: 2.9903, loss: 2.9903, grad_norm: 3.4948 2020-07-27 00:04:06,766 - mmaction - INFO - Epoch [115][140/3757] lr: 2.966e-02, eta: 1 day, 18:56:49, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.3500, top5_acc: 0.6242, loss_cls: 2.8471, loss: 2.8471, grad_norm: 3.3890 2020-07-27 00:04:18,100 - mmaction - INFO - Epoch [115][160/3757] lr: 2.966e-02, eta: 1 day, 18:56:35, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3359, top5_acc: 0.5938, loss_cls: 3.0364, loss: 3.0364, grad_norm: 3.3616 2020-07-27 00:04:29,601 - mmaction - INFO - Epoch [115][180/3757] lr: 2.966e-02, eta: 1 day, 18:56:22, time: 0.575, data_time: 0.012, memory: 5232, top1_acc: 0.3406, top5_acc: 0.5930, loss_cls: 3.0167, loss: 3.0167, grad_norm: 3.5370 2020-07-27 00:04:41,008 - mmaction - INFO - Epoch [115][200/3757] lr: 2.966e-02, eta: 1 day, 18:56:09, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3281, top5_acc: 0.5516, loss_cls: 3.1478, loss: 3.1478, grad_norm: 3.4576 2020-07-27 00:04:52,397 - mmaction - INFO - Epoch [115][220/3757] lr: 2.966e-02, eta: 1 day, 18:55:55, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3328, top5_acc: 0.5680, loss_cls: 3.0498, loss: 3.0498, grad_norm: 3.4141 2020-07-27 00:05:03,716 - mmaction - INFO - Epoch [115][240/3757] lr: 2.966e-02, eta: 1 day, 18:55:42, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3430, top5_acc: 0.5875, loss_cls: 3.0629, loss: 3.0629, grad_norm: 3.4558 2020-07-27 00:05:15,024 - mmaction - INFO - Epoch [115][260/3757] lr: 2.966e-02, eta: 1 day, 18:55:28, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3352, top5_acc: 0.5914, loss_cls: 3.0412, loss: 3.0412, grad_norm: 3.5245 2020-07-27 00:05:26,453 - mmaction - INFO - Epoch [115][280/3757] lr: 2.966e-02, eta: 1 day, 18:55:15, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3266, top5_acc: 0.5742, loss_cls: 3.0920, loss: 3.0920, grad_norm: 3.3992 2020-07-27 00:05:37,823 - mmaction - INFO - Epoch [115][300/3757] lr: 2.966e-02, eta: 1 day, 18:55:02, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5906, loss_cls: 3.0291, loss: 3.0291, grad_norm: 3.3556 2020-07-27 00:05:49,254 - mmaction - INFO - Epoch [115][320/3757] lr: 2.966e-02, eta: 1 day, 18:54:48, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3469, top5_acc: 0.6164, loss_cls: 2.9289, loss: 2.9289, grad_norm: 3.3841 2020-07-27 00:06:00,676 - mmaction - INFO - Epoch [115][340/3757] lr: 2.966e-02, eta: 1 day, 18:54:35, time: 0.571, data_time: 0.007, memory: 5232, top1_acc: 0.3578, top5_acc: 0.6070, loss_cls: 2.9206, loss: 2.9206, grad_norm: 3.4297 2020-07-27 00:06:12,028 - mmaction - INFO - Epoch [115][360/3757] lr: 2.966e-02, eta: 1 day, 18:54:22, time: 0.567, data_time: 0.005, memory: 5232, top1_acc: 0.3750, top5_acc: 0.6164, loss_cls: 2.9056, loss: 2.9056, grad_norm: 3.4986 2020-07-27 00:06:23,312 - mmaction - INFO - Epoch [115][380/3757] lr: 2.966e-02, eta: 1 day, 18:54:08, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3383, top5_acc: 0.5656, loss_cls: 3.0713, loss: 3.0713, grad_norm: 3.4879 2020-07-27 00:06:34,675 - mmaction - INFO - Epoch [115][400/3757] lr: 2.966e-02, eta: 1 day, 18:53:55, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3586, top5_acc: 0.5977, loss_cls: 2.9662, loss: 2.9662, grad_norm: 3.3497 2020-07-27 00:06:46,084 - mmaction - INFO - Epoch [115][420/3757] lr: 2.966e-02, eta: 1 day, 18:53:41, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3406, top5_acc: 0.5945, loss_cls: 3.0362, loss: 3.0362, grad_norm: 3.4561 2020-07-27 00:06:57,558 - mmaction - INFO - Epoch [115][440/3757] lr: 2.966e-02, eta: 1 day, 18:53:28, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5680, loss_cls: 3.1832, loss: 3.1832, grad_norm: 3.5386 2020-07-27 00:07:08,994 - mmaction - INFO - Epoch [115][460/3757] lr: 2.966e-02, eta: 1 day, 18:53:15, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5703, loss_cls: 3.0852, loss: 3.0852, grad_norm: 3.5037 2020-07-27 00:07:20,477 - mmaction - INFO - Epoch [115][480/3757] lr: 2.966e-02, eta: 1 day, 18:53:01, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3469, top5_acc: 0.5828, loss_cls: 2.9948, loss: 2.9948, grad_norm: 3.4580 2020-07-27 00:07:32,107 - mmaction - INFO - Epoch [115][500/3757] lr: 2.966e-02, eta: 1 day, 18:52:48, time: 0.581, data_time: 0.015, memory: 5232, top1_acc: 0.3336, top5_acc: 0.5820, loss_cls: 3.0048, loss: 3.0048, grad_norm: 3.4686 2020-07-27 00:07:43,502 - mmaction - INFO - Epoch [115][520/3757] lr: 2.966e-02, eta: 1 day, 18:52:35, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3438, top5_acc: 0.6008, loss_cls: 2.9983, loss: 2.9983, grad_norm: 3.4337 2020-07-27 00:07:54,886 - mmaction - INFO - Epoch [115][540/3757] lr: 2.966e-02, eta: 1 day, 18:52:21, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3391, top5_acc: 0.5953, loss_cls: 2.9906, loss: 2.9906, grad_norm: 3.3475 2020-07-27 00:08:06,302 - mmaction - INFO - Epoch [115][560/3757] lr: 2.966e-02, eta: 1 day, 18:52:08, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.3461, top5_acc: 0.6000, loss_cls: 2.9869, loss: 2.9869, grad_norm: 3.6118 2020-07-27 00:08:17,700 - mmaction - INFO - Epoch [115][580/3757] lr: 2.966e-02, eta: 1 day, 18:51:55, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3406, top5_acc: 0.5758, loss_cls: 3.0514, loss: 3.0514, grad_norm: 3.5012 2020-07-27 00:08:29,174 - mmaction - INFO - Epoch [115][600/3757] lr: 2.966e-02, eta: 1 day, 18:51:41, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3320, top5_acc: 0.5828, loss_cls: 3.0569, loss: 3.0569, grad_norm: 3.4402 2020-07-27 00:08:40,527 - mmaction - INFO - Epoch [115][620/3757] lr: 2.966e-02, eta: 1 day, 18:51:28, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3484, top5_acc: 0.5945, loss_cls: 2.9859, loss: 2.9859, grad_norm: 3.4379 2020-07-27 00:08:51,918 - mmaction - INFO - Epoch [115][640/3757] lr: 2.966e-02, eta: 1 day, 18:51:15, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5750, loss_cls: 3.0304, loss: 3.0304, grad_norm: 3.4442 2020-07-27 00:09:03,307 - mmaction - INFO - Epoch [115][660/3757] lr: 2.966e-02, eta: 1 day, 18:51:01, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3430, top5_acc: 0.5781, loss_cls: 3.0349, loss: 3.0349, grad_norm: 3.3727 2020-07-27 00:09:14,731 - mmaction - INFO - Epoch [115][680/3757] lr: 2.966e-02, eta: 1 day, 18:50:48, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3391, top5_acc: 0.5984, loss_cls: 2.9838, loss: 2.9838, grad_norm: 3.4799 2020-07-27 00:09:26,112 - mmaction - INFO - Epoch [115][700/3757] lr: 2.966e-02, eta: 1 day, 18:50:34, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3438, top5_acc: 0.6047, loss_cls: 2.9873, loss: 2.9873, grad_norm: 3.5456 2020-07-27 00:09:37,608 - mmaction - INFO - Epoch [115][720/3757] lr: 2.966e-02, eta: 1 day, 18:50:21, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3391, top5_acc: 0.5797, loss_cls: 3.0673, loss: 3.0673, grad_norm: 3.5128 2020-07-27 00:09:48,993 - mmaction - INFO - Epoch [115][740/3757] lr: 2.966e-02, eta: 1 day, 18:50:08, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3352, top5_acc: 0.5922, loss_cls: 3.0440, loss: 3.0440, grad_norm: 3.4658 2020-07-27 00:10:00,373 - mmaction - INFO - Epoch [115][760/3757] lr: 2.966e-02, eta: 1 day, 18:49:54, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3273, top5_acc: 0.6000, loss_cls: 3.0339, loss: 3.0339, grad_norm: 3.5211 2020-07-27 00:10:11,791 - mmaction - INFO - Epoch [115][780/3757] lr: 2.966e-02, eta: 1 day, 18:49:41, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5758, loss_cls: 3.0774, loss: 3.0774, grad_norm: 3.4481 2020-07-27 00:10:23,480 - mmaction - INFO - Epoch [115][800/3757] lr: 2.966e-02, eta: 1 day, 18:49:28, time: 0.584, data_time: 0.024, memory: 5232, top1_acc: 0.3391, top5_acc: 0.5742, loss_cls: 3.0010, loss: 3.0010, grad_norm: 3.3956 2020-07-27 00:10:34,959 - mmaction - INFO - Epoch [115][820/3757] lr: 2.966e-02, eta: 1 day, 18:49:15, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5914, loss_cls: 3.0591, loss: 3.0591, grad_norm: 3.4721 2020-07-27 00:10:46,311 - mmaction - INFO - Epoch [115][840/3757] lr: 2.966e-02, eta: 1 day, 18:49:01, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5555, loss_cls: 3.1673, loss: 3.1673, grad_norm: 3.5535 2020-07-27 00:10:57,628 - mmaction - INFO - Epoch [115][860/3757] lr: 2.966e-02, eta: 1 day, 18:48:48, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3336, top5_acc: 0.5719, loss_cls: 3.0751, loss: 3.0751, grad_norm: 3.5071 2020-07-27 00:11:08,949 - mmaction - INFO - Epoch [115][880/3757] lr: 2.966e-02, eta: 1 day, 18:48:34, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5703, loss_cls: 3.0849, loss: 3.0849, grad_norm: 3.3966 2020-07-27 00:11:20,390 - mmaction - INFO - Epoch [115][900/3757] lr: 2.966e-02, eta: 1 day, 18:48:21, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5883, loss_cls: 3.0344, loss: 3.0344, grad_norm: 3.4623 2020-07-27 00:11:31,878 - mmaction - INFO - Epoch [115][920/3757] lr: 2.966e-02, eta: 1 day, 18:48:08, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.3430, top5_acc: 0.5750, loss_cls: 3.0748, loss: 3.0748, grad_norm: 3.5538 2020-07-27 00:11:43,217 - mmaction - INFO - Epoch [115][940/3757] lr: 2.966e-02, eta: 1 day, 18:47:54, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.3500, top5_acc: 0.5820, loss_cls: 3.0149, loss: 3.0149, grad_norm: 3.4315 2020-07-27 00:11:54,592 - mmaction - INFO - Epoch [115][960/3757] lr: 2.966e-02, eta: 1 day, 18:47:41, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.3469, top5_acc: 0.5945, loss_cls: 3.0115, loss: 3.0115, grad_norm: 3.4373 2020-07-27 00:12:05,890 - mmaction - INFO - Epoch [115][980/3757] lr: 2.966e-02, eta: 1 day, 18:47:27, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3328, top5_acc: 0.5945, loss_cls: 3.0227, loss: 3.0227, grad_norm: 3.4615 2020-07-27 00:12:17,356 - mmaction - INFO - Epoch [115][1000/3757] lr: 2.966e-02, eta: 1 day, 18:47:14, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3469, top5_acc: 0.5875, loss_cls: 3.1016, loss: 3.1016, grad_norm: 3.4238 2020-07-27 00:12:28,789 - mmaction - INFO - Epoch [115][1020/3757] lr: 2.966e-02, eta: 1 day, 18:47:01, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3695, top5_acc: 0.6023, loss_cls: 2.9348, loss: 2.9348, grad_norm: 3.3685 2020-07-27 00:12:40,182 - mmaction - INFO - Epoch [115][1040/3757] lr: 2.966e-02, eta: 1 day, 18:46:47, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3430, top5_acc: 0.6102, loss_cls: 3.0294, loss: 3.0294, grad_norm: 3.5179 2020-07-27 00:12:51,637 - mmaction - INFO - Epoch [115][1060/3757] lr: 2.966e-02, eta: 1 day, 18:46:34, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3398, top5_acc: 0.5930, loss_cls: 2.9885, loss: 2.9885, grad_norm: 3.4485 2020-07-27 00:13:02,958 - mmaction - INFO - Epoch [115][1080/3757] lr: 2.966e-02, eta: 1 day, 18:46:21, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3430, top5_acc: 0.5867, loss_cls: 2.9990, loss: 2.9990, grad_norm: 3.4804 2020-07-27 00:13:14,336 - mmaction - INFO - Epoch [115][1100/3757] lr: 2.966e-02, eta: 1 day, 18:46:07, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3414, top5_acc: 0.5766, loss_cls: 3.0914, loss: 3.0914, grad_norm: 3.3602 2020-07-27 00:13:25,714 - mmaction - INFO - Epoch [115][1120/3757] lr: 2.966e-02, eta: 1 day, 18:45:54, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3664, top5_acc: 0.5969, loss_cls: 2.9321, loss: 2.9321, grad_norm: 3.3138 2020-07-27 00:13:37,172 - mmaction - INFO - Epoch [115][1140/3757] lr: 2.966e-02, eta: 1 day, 18:45:41, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3508, top5_acc: 0.5797, loss_cls: 3.0212, loss: 3.0212, grad_norm: 3.4576 2020-07-27 00:13:48,672 - mmaction - INFO - Epoch [115][1160/3757] lr: 2.966e-02, eta: 1 day, 18:45:27, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3570, top5_acc: 0.5969, loss_cls: 2.9681, loss: 2.9681, grad_norm: 3.4872 2020-07-27 00:14:00,064 - mmaction - INFO - Epoch [115][1180/3757] lr: 2.966e-02, eta: 1 day, 18:45:14, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5680, loss_cls: 3.1468, loss: 3.1468, grad_norm: 3.4890 2020-07-27 00:14:12,808 - mmaction - INFO - Epoch [115][1200/3757] lr: 2.966e-02, eta: 1 day, 18:45:02, time: 0.638, data_time: 0.079, memory: 5232, top1_acc: 0.3352, top5_acc: 0.5906, loss_cls: 3.0711, loss: 3.0711, grad_norm: 3.4873 2020-07-27 00:14:24,343 - mmaction - INFO - Epoch [115][1220/3757] lr: 2.966e-02, eta: 1 day, 18:44:48, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3617, top5_acc: 0.5969, loss_cls: 2.9641, loss: 2.9641, grad_norm: 3.2926 2020-07-27 00:14:35,830 - mmaction - INFO - Epoch [115][1240/3757] lr: 2.966e-02, eta: 1 day, 18:44:35, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5828, loss_cls: 3.0747, loss: 3.0747, grad_norm: 3.5306 2020-07-27 00:14:47,344 - mmaction - INFO - Epoch [115][1260/3757] lr: 2.966e-02, eta: 1 day, 18:44:22, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3344, top5_acc: 0.5758, loss_cls: 3.0807, loss: 3.0807, grad_norm: 3.4504 2020-07-27 00:14:58,747 - mmaction - INFO - Epoch [115][1280/3757] lr: 2.966e-02, eta: 1 day, 18:44:09, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3477, top5_acc: 0.6062, loss_cls: 2.9616, loss: 2.9616, grad_norm: 3.4192 2020-07-27 00:15:10,119 - mmaction - INFO - Epoch [115][1300/3757] lr: 2.966e-02, eta: 1 day, 18:43:55, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5875, loss_cls: 3.0821, loss: 3.0821, grad_norm: 3.4690 2020-07-27 00:15:21,531 - mmaction - INFO - Epoch [115][1320/3757] lr: 2.966e-02, eta: 1 day, 18:43:42, time: 0.571, data_time: 0.009, memory: 5232, top1_acc: 0.3578, top5_acc: 0.5992, loss_cls: 2.9681, loss: 2.9681, grad_norm: 3.3822 2020-07-27 00:15:32,977 - mmaction - INFO - Epoch [115][1340/3757] lr: 2.966e-02, eta: 1 day, 18:43:28, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3336, top5_acc: 0.5867, loss_cls: 3.0753, loss: 3.0753, grad_norm: 3.5486 2020-07-27 00:15:44,486 - mmaction - INFO - Epoch [115][1360/3757] lr: 2.966e-02, eta: 1 day, 18:43:15, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5711, loss_cls: 3.0521, loss: 3.0521, grad_norm: 3.4884 2020-07-27 00:15:55,954 - mmaction - INFO - Epoch [115][1380/3757] lr: 2.966e-02, eta: 1 day, 18:43:02, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3406, top5_acc: 0.5828, loss_cls: 2.9958, loss: 2.9958, grad_norm: 3.3500 2020-07-27 00:16:07,369 - mmaction - INFO - Epoch [115][1400/3757] lr: 2.966e-02, eta: 1 day, 18:42:49, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3398, top5_acc: 0.5828, loss_cls: 2.9767, loss: 2.9767, grad_norm: 3.4584 2020-07-27 00:16:18,797 - mmaction - INFO - Epoch [115][1420/3757] lr: 2.966e-02, eta: 1 day, 18:42:35, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3445, top5_acc: 0.5914, loss_cls: 3.0463, loss: 3.0463, grad_norm: 3.4455 2020-07-27 00:16:30,093 - mmaction - INFO - Epoch [115][1440/3757] lr: 2.966e-02, eta: 1 day, 18:42:22, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5492, loss_cls: 3.1722, loss: 3.1722, grad_norm: 3.5476 2020-07-27 00:16:41,547 - mmaction - INFO - Epoch [115][1460/3757] lr: 2.966e-02, eta: 1 day, 18:42:08, time: 0.573, data_time: 0.008, memory: 5232, top1_acc: 0.3539, top5_acc: 0.5813, loss_cls: 3.0008, loss: 3.0008, grad_norm: 3.4436 2020-07-27 00:16:52,993 - mmaction - INFO - Epoch [115][1480/3757] lr: 2.966e-02, eta: 1 day, 18:41:55, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3445, top5_acc: 0.5977, loss_cls: 2.9958, loss: 2.9958, grad_norm: 3.3359 2020-07-27 00:17:04,355 - mmaction - INFO - Epoch [115][1500/3757] lr: 2.966e-02, eta: 1 day, 18:41:42, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.3500, top5_acc: 0.6039, loss_cls: 2.8912, loss: 2.8912, grad_norm: 3.4093 2020-07-27 00:17:15,821 - mmaction - INFO - Epoch [115][1520/3757] lr: 2.966e-02, eta: 1 day, 18:41:28, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3414, top5_acc: 0.5844, loss_cls: 3.0347, loss: 3.0347, grad_norm: 3.4434 2020-07-27 00:17:27,262 - mmaction - INFO - Epoch [115][1540/3757] lr: 2.966e-02, eta: 1 day, 18:41:15, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.3539, top5_acc: 0.5859, loss_cls: 2.9987, loss: 2.9987, grad_norm: 3.5244 2020-07-27 00:17:38,763 - mmaction - INFO - Epoch [115][1560/3757] lr: 2.966e-02, eta: 1 day, 18:41:02, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3398, top5_acc: 0.5844, loss_cls: 3.0692, loss: 3.0692, grad_norm: 3.5336 2020-07-27 00:17:50,124 - mmaction - INFO - Epoch [115][1580/3757] lr: 2.966e-02, eta: 1 day, 18:40:48, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5750, loss_cls: 3.1081, loss: 3.1081, grad_norm: 3.5983 2020-07-27 00:18:01,569 - mmaction - INFO - Epoch [115][1600/3757] lr: 2.966e-02, eta: 1 day, 18:40:35, time: 0.572, data_time: 0.006, memory: 5232, top1_acc: 0.3328, top5_acc: 0.5781, loss_cls: 3.0686, loss: 3.0686, grad_norm: 3.4345 2020-07-27 00:18:13,048 - mmaction - INFO - Epoch [115][1620/3757] lr: 2.966e-02, eta: 1 day, 18:40:22, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3438, top5_acc: 0.5961, loss_cls: 3.0125, loss: 3.0125, grad_norm: 3.4555 2020-07-27 00:18:24,501 - mmaction - INFO - Epoch [115][1640/3757] lr: 2.966e-02, eta: 1 day, 18:40:08, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3375, top5_acc: 0.5578, loss_cls: 3.1096, loss: 3.1096, grad_norm: 3.4770 2020-07-27 00:18:35,921 - mmaction - INFO - Epoch [115][1660/3757] lr: 2.966e-02, eta: 1 day, 18:39:55, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5781, loss_cls: 3.1309, loss: 3.1309, grad_norm: 3.5289 2020-07-27 00:18:47,390 - mmaction - INFO - Epoch [115][1680/3757] lr: 2.966e-02, eta: 1 day, 18:39:42, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3422, top5_acc: 0.5773, loss_cls: 3.0480, loss: 3.0480, grad_norm: 3.3162 2020-07-27 00:18:58,791 - mmaction - INFO - Epoch [115][1700/3757] lr: 2.966e-02, eta: 1 day, 18:39:29, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5586, loss_cls: 3.1646, loss: 3.1646, grad_norm: 3.5224 2020-07-27 00:19:10,248 - mmaction - INFO - Epoch [115][1720/3757] lr: 2.966e-02, eta: 1 day, 18:39:15, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3445, top5_acc: 0.5813, loss_cls: 3.0579, loss: 3.0579, grad_norm: 3.4322 2020-07-27 00:19:21,727 - mmaction - INFO - Epoch [115][1740/3757] lr: 2.966e-02, eta: 1 day, 18:39:02, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.3242, top5_acc: 0.5766, loss_cls: 3.1328, loss: 3.1328, grad_norm: 3.4766 2020-07-27 00:19:33,212 - mmaction - INFO - Epoch [115][1760/3757] lr: 2.966e-02, eta: 1 day, 18:38:49, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3438, top5_acc: 0.5922, loss_cls: 3.0329, loss: 3.0329, grad_norm: 3.4235 2020-07-27 00:19:44,551 - mmaction - INFO - Epoch [115][1780/3757] lr: 2.966e-02, eta: 1 day, 18:38:35, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.3586, top5_acc: 0.5953, loss_cls: 2.9280, loss: 2.9280, grad_norm: 3.4362 2020-07-27 00:19:55,937 - mmaction - INFO - Epoch [115][1800/3757] lr: 2.966e-02, eta: 1 day, 18:38:22, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3375, top5_acc: 0.5883, loss_cls: 3.0113, loss: 3.0113, grad_norm: 3.4176 2020-07-27 00:20:07,397 - mmaction - INFO - Epoch [115][1820/3757] lr: 2.966e-02, eta: 1 day, 18:38:09, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5617, loss_cls: 3.1292, loss: 3.1292, grad_norm: 3.4679 2020-07-27 00:20:18,740 - mmaction - INFO - Epoch [115][1840/3757] lr: 2.966e-02, eta: 1 day, 18:37:55, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3391, top5_acc: 0.5813, loss_cls: 3.0234, loss: 3.0234, grad_norm: 3.4176 2020-07-27 00:20:30,073 - mmaction - INFO - Epoch [115][1860/3757] lr: 2.966e-02, eta: 1 day, 18:37:42, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3344, top5_acc: 0.5820, loss_cls: 3.0164, loss: 3.0164, grad_norm: 3.3664 2020-07-27 00:20:41,664 - mmaction - INFO - Epoch [115][1880/3757] lr: 2.966e-02, eta: 1 day, 18:37:29, time: 0.580, data_time: 0.011, memory: 5232, top1_acc: 0.3508, top5_acc: 0.6039, loss_cls: 2.9367, loss: 2.9367, grad_norm: 3.4171 2020-07-27 00:20:53,180 - mmaction - INFO - Epoch [115][1900/3757] lr: 2.966e-02, eta: 1 day, 18:37:15, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3516, top5_acc: 0.5953, loss_cls: 3.0698, loss: 3.0698, grad_norm: 3.5103 2020-07-27 00:21:04,546 - mmaction - INFO - Epoch [115][1920/3757] lr: 2.966e-02, eta: 1 day, 18:37:02, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.3148, top5_acc: 0.5703, loss_cls: 3.1542, loss: 3.1542, grad_norm: 3.4738 2020-07-27 00:21:15,986 - mmaction - INFO - Epoch [115][1940/3757] lr: 2.966e-02, eta: 1 day, 18:36:49, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3359, top5_acc: 0.5828, loss_cls: 3.0376, loss: 3.0376, grad_norm: 3.4614 2020-07-27 00:21:27,306 - mmaction - INFO - Epoch [115][1960/3757] lr: 2.966e-02, eta: 1 day, 18:36:35, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3391, top5_acc: 0.6109, loss_cls: 2.9943, loss: 2.9943, grad_norm: 3.4289 2020-07-27 00:21:38,723 - mmaction - INFO - Epoch [115][1980/3757] lr: 2.966e-02, eta: 1 day, 18:36:22, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3266, top5_acc: 0.5758, loss_cls: 3.0495, loss: 3.0495, grad_norm: 3.3486 2020-07-27 00:21:50,223 - mmaction - INFO - Epoch [115][2000/3757] lr: 2.966e-02, eta: 1 day, 18:36:09, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3375, top5_acc: 0.5984, loss_cls: 2.9613, loss: 2.9613, grad_norm: 3.3996 2020-07-27 00:22:01,642 - mmaction - INFO - Epoch [115][2020/3757] lr: 2.966e-02, eta: 1 day, 18:35:55, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3117, top5_acc: 0.5594, loss_cls: 3.1292, loss: 3.1292, grad_norm: 3.5032 2020-07-27 00:22:13,108 - mmaction - INFO - Epoch [115][2040/3757] lr: 2.966e-02, eta: 1 day, 18:35:42, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.3445, top5_acc: 0.6156, loss_cls: 2.9337, loss: 2.9337, grad_norm: 3.4187 2020-07-27 00:22:24,409 - mmaction - INFO - Epoch [115][2060/3757] lr: 2.966e-02, eta: 1 day, 18:35:28, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.3367, top5_acc: 0.5852, loss_cls: 2.9999, loss: 2.9999, grad_norm: 3.4874 2020-07-27 00:22:35,896 - mmaction - INFO - Epoch [115][2080/3757] lr: 2.966e-02, eta: 1 day, 18:35:15, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3438, top5_acc: 0.5945, loss_cls: 2.9597, loss: 2.9597, grad_norm: 3.3112 2020-07-27 00:22:47,356 - mmaction - INFO - Epoch [115][2100/3757] lr: 2.966e-02, eta: 1 day, 18:35:02, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.3500, top5_acc: 0.5859, loss_cls: 3.0186, loss: 3.0186, grad_norm: 3.4747 2020-07-27 00:22:58,760 - mmaction - INFO - Epoch [115][2120/3757] lr: 2.966e-02, eta: 1 day, 18:34:49, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3641, top5_acc: 0.5969, loss_cls: 2.9179, loss: 2.9179, grad_norm: 3.4379 2020-07-27 00:23:10,246 - mmaction - INFO - Epoch [115][2140/3757] lr: 2.966e-02, eta: 1 day, 18:34:35, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3438, top5_acc: 0.5820, loss_cls: 3.0232, loss: 3.0232, grad_norm: 3.5678 2020-07-27 00:23:21,762 - mmaction - INFO - Epoch [115][2160/3757] lr: 2.966e-02, eta: 1 day, 18:34:22, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3492, top5_acc: 0.6148, loss_cls: 2.9236, loss: 2.9236, grad_norm: 3.4714 2020-07-27 00:23:33,088 - mmaction - INFO - Epoch [115][2180/3757] lr: 2.966e-02, eta: 1 day, 18:34:09, time: 0.566, data_time: 0.001, memory: 5232, top1_acc: 0.3469, top5_acc: 0.5836, loss_cls: 3.0400, loss: 3.0400, grad_norm: 3.4902 2020-07-27 00:23:44,537 - mmaction - INFO - Epoch [115][2200/3757] lr: 2.966e-02, eta: 1 day, 18:33:55, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.6078, loss_cls: 2.9375, loss: 2.9375, grad_norm: 3.4869 2020-07-27 00:23:55,973 - mmaction - INFO - Epoch [115][2220/3757] lr: 2.966e-02, eta: 1 day, 18:33:42, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3461, top5_acc: 0.5820, loss_cls: 3.0591, loss: 3.0591, grad_norm: 3.5366 2020-07-27 00:24:07,370 - mmaction - INFO - Epoch [115][2240/3757] lr: 2.966e-02, eta: 1 day, 18:33:29, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.5867, loss_cls: 3.0352, loss: 3.0352, grad_norm: 3.4177 2020-07-27 00:24:18,966 - mmaction - INFO - Epoch [115][2260/3757] lr: 2.966e-02, eta: 1 day, 18:33:15, time: 0.580, data_time: 0.015, memory: 5232, top1_acc: 0.3438, top5_acc: 0.5727, loss_cls: 3.0740, loss: 3.0740, grad_norm: 3.4398 2020-07-27 00:24:30,293 - mmaction - INFO - Epoch [115][2280/3757] lr: 2.966e-02, eta: 1 day, 18:33:02, time: 0.566, data_time: 0.004, memory: 5232, top1_acc: 0.3523, top5_acc: 0.5875, loss_cls: 3.0167, loss: 3.0167, grad_norm: 3.3821 2020-07-27 00:24:41,658 - mmaction - INFO - Epoch [115][2300/3757] lr: 2.966e-02, eta: 1 day, 18:32:49, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5727, loss_cls: 3.0842, loss: 3.0842, grad_norm: 3.4988 2020-07-27 00:24:53,066 - mmaction - INFO - Epoch [115][2320/3757] lr: 2.966e-02, eta: 1 day, 18:32:35, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3242, top5_acc: 0.5836, loss_cls: 3.0117, loss: 3.0117, grad_norm: 3.5345 2020-07-27 00:25:04,461 - mmaction - INFO - Epoch [115][2340/3757] lr: 2.966e-02, eta: 1 day, 18:32:22, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3359, top5_acc: 0.5711, loss_cls: 3.0703, loss: 3.0703, grad_norm: 3.5170 2020-07-27 00:25:15,848 - mmaction - INFO - Epoch [115][2360/3757] lr: 2.966e-02, eta: 1 day, 18:32:09, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3609, top5_acc: 0.5953, loss_cls: 3.0309, loss: 3.0309, grad_norm: 3.4966 2020-07-27 00:25:27,197 - mmaction - INFO - Epoch [115][2380/3757] lr: 2.966e-02, eta: 1 day, 18:31:55, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3305, top5_acc: 0.5727, loss_cls: 3.0709, loss: 3.0709, grad_norm: 3.4442 2020-07-27 00:25:38,660 - mmaction - INFO - Epoch [115][2400/3757] lr: 2.966e-02, eta: 1 day, 18:31:42, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3516, top5_acc: 0.5914, loss_cls: 3.0018, loss: 3.0018, grad_norm: 3.5049 2020-07-27 00:25:50,175 - mmaction - INFO - Epoch [115][2420/3757] lr: 2.966e-02, eta: 1 day, 18:31:29, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3250, top5_acc: 0.5852, loss_cls: 3.0384, loss: 3.0384, grad_norm: 3.5352 2020-07-27 00:26:01,605 - mmaction - INFO - Epoch [115][2440/3757] lr: 2.966e-02, eta: 1 day, 18:31:15, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3469, top5_acc: 0.5727, loss_cls: 3.0268, loss: 3.0268, grad_norm: 3.5177 2020-07-27 00:26:13,071 - mmaction - INFO - Epoch [115][2460/3757] lr: 2.966e-02, eta: 1 day, 18:31:02, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3344, top5_acc: 0.5953, loss_cls: 2.9992, loss: 2.9992, grad_norm: 3.4183 2020-07-27 00:26:24,532 - mmaction - INFO - Epoch [115][2480/3757] lr: 2.966e-02, eta: 1 day, 18:30:49, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3508, top5_acc: 0.6016, loss_cls: 2.9860, loss: 2.9860, grad_norm: 3.4961 2020-07-27 00:26:35,923 - mmaction - INFO - Epoch [115][2500/3757] lr: 2.966e-02, eta: 1 day, 18:30:35, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3352, top5_acc: 0.5641, loss_cls: 3.1077, loss: 3.1077, grad_norm: 3.4856 2020-07-27 00:26:47,365 - mmaction - INFO - Epoch [115][2520/3757] lr: 2.966e-02, eta: 1 day, 18:30:22, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5633, loss_cls: 3.1138, loss: 3.1138, grad_norm: 3.5326 2020-07-27 00:26:58,811 - mmaction - INFO - Epoch [115][2540/3757] lr: 2.966e-02, eta: 1 day, 18:30:09, time: 0.572, data_time: 0.010, memory: 5232, top1_acc: 0.3508, top5_acc: 0.5820, loss_cls: 3.0534, loss: 3.0534, grad_norm: 3.4420 2020-07-27 00:27:10,184 - mmaction - INFO - Epoch [115][2560/3757] lr: 2.966e-02, eta: 1 day, 18:29:55, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3445, top5_acc: 0.5883, loss_cls: 2.9660, loss: 2.9660, grad_norm: 3.3859 2020-07-27 00:27:21,533 - mmaction - INFO - Epoch [115][2580/3757] lr: 2.966e-02, eta: 1 day, 18:29:42, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3250, top5_acc: 0.5781, loss_cls: 3.0686, loss: 3.0686, grad_norm: 3.5926 2020-07-27 00:27:32,975 - mmaction - INFO - Epoch [115][2600/3757] lr: 2.966e-02, eta: 1 day, 18:29:29, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3508, top5_acc: 0.5805, loss_cls: 3.0452, loss: 3.0452, grad_norm: 3.5249 2020-07-27 00:27:44,443 - mmaction - INFO - Epoch [115][2620/3757] lr: 2.966e-02, eta: 1 day, 18:29:15, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3398, top5_acc: 0.5789, loss_cls: 3.0529, loss: 3.0529, grad_norm: 3.4864 2020-07-27 00:27:55,828 - mmaction - INFO - Epoch [115][2640/3757] lr: 2.966e-02, eta: 1 day, 18:29:02, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3508, top5_acc: 0.6133, loss_cls: 2.9617, loss: 2.9617, grad_norm: 3.4269 2020-07-27 00:28:07,227 - mmaction - INFO - Epoch [115][2660/3757] lr: 2.966e-02, eta: 1 day, 18:28:49, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5750, loss_cls: 3.0628, loss: 3.0628, grad_norm: 3.4865 2020-07-27 00:28:19,030 - mmaction - INFO - Epoch [115][2680/3757] lr: 2.966e-02, eta: 1 day, 18:28:36, time: 0.591, data_time: 0.026, memory: 5232, top1_acc: 0.3352, top5_acc: 0.5859, loss_cls: 3.0458, loss: 3.0458, grad_norm: 3.5087 2020-07-27 00:28:30,472 - mmaction - INFO - Epoch [115][2700/3757] lr: 2.966e-02, eta: 1 day, 18:28:22, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3391, top5_acc: 0.5852, loss_cls: 2.9886, loss: 2.9886, grad_norm: 3.5502 2020-07-27 00:28:41,862 - mmaction - INFO - Epoch [115][2720/3757] lr: 2.966e-02, eta: 1 day, 18:28:09, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3438, top5_acc: 0.5836, loss_cls: 3.0335, loss: 3.0335, grad_norm: 3.6019 2020-07-27 00:28:53,291 - mmaction - INFO - Epoch [115][2740/3757] lr: 2.966e-02, eta: 1 day, 18:27:56, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5922, loss_cls: 3.0505, loss: 3.0505, grad_norm: 3.5131 2020-07-27 00:29:04,627 - mmaction - INFO - Epoch [115][2760/3757] lr: 2.966e-02, eta: 1 day, 18:27:42, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3414, top5_acc: 0.5883, loss_cls: 2.9986, loss: 2.9986, grad_norm: 3.4926 2020-07-27 00:29:16,137 - mmaction - INFO - Epoch [115][2780/3757] lr: 2.966e-02, eta: 1 day, 18:27:29, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5703, loss_cls: 3.0495, loss: 3.0495, grad_norm: 3.5363 2020-07-27 00:29:27,669 - mmaction - INFO - Epoch [115][2800/3757] lr: 2.966e-02, eta: 1 day, 18:27:16, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3148, top5_acc: 0.5648, loss_cls: 3.2326, loss: 3.2326, grad_norm: 3.5991 2020-07-27 00:29:39,031 - mmaction - INFO - Epoch [115][2820/3757] lr: 2.966e-02, eta: 1 day, 18:27:02, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5789, loss_cls: 3.1346, loss: 3.1346, grad_norm: 3.5473 2020-07-27 00:29:50,531 - mmaction - INFO - Epoch [115][2840/3757] lr: 2.966e-02, eta: 1 day, 18:26:49, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3594, top5_acc: 0.6031, loss_cls: 2.9500, loss: 2.9500, grad_norm: 3.4343 2020-07-27 00:30:02,126 - mmaction - INFO - Epoch [115][2860/3757] lr: 2.966e-02, eta: 1 day, 18:26:36, time: 0.580, data_time: 0.003, memory: 5232, top1_acc: 0.3477, top5_acc: 0.5773, loss_cls: 3.0078, loss: 3.0078, grad_norm: 3.4360 2020-07-27 00:30:13,436 - mmaction - INFO - Epoch [115][2880/3757] lr: 2.966e-02, eta: 1 day, 18:26:23, time: 0.566, data_time: 0.001, memory: 5232, top1_acc: 0.3500, top5_acc: 0.5836, loss_cls: 3.0466, loss: 3.0466, grad_norm: 3.5218 2020-07-27 00:30:24,811 - mmaction - INFO - Epoch [115][2900/3757] lr: 2.966e-02, eta: 1 day, 18:26:09, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3375, top5_acc: 0.6000, loss_cls: 3.0494, loss: 3.0494, grad_norm: 3.5936 2020-07-27 00:30:36,208 - mmaction - INFO - Epoch [115][2920/3757] lr: 2.966e-02, eta: 1 day, 18:25:56, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3344, top5_acc: 0.5734, loss_cls: 3.1169, loss: 3.1169, grad_norm: 3.4914 2020-07-27 00:30:47,664 - mmaction - INFO - Epoch [115][2940/3757] lr: 2.966e-02, eta: 1 day, 18:25:43, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5648, loss_cls: 3.0598, loss: 3.0598, grad_norm: 3.3198 2020-07-27 00:30:59,029 - mmaction - INFO - Epoch [115][2960/3757] lr: 2.966e-02, eta: 1 day, 18:25:29, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.3242, top5_acc: 0.5805, loss_cls: 3.1139, loss: 3.1139, grad_norm: 3.4566 2020-07-27 00:31:10,405 - mmaction - INFO - Epoch [115][2980/3757] lr: 2.966e-02, eta: 1 day, 18:25:16, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3375, top5_acc: 0.5938, loss_cls: 3.0670, loss: 3.0670, grad_norm: 3.4101 2020-07-27 00:31:21,787 - mmaction - INFO - Epoch [115][3000/3757] lr: 2.966e-02, eta: 1 day, 18:25:03, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.3375, top5_acc: 0.5828, loss_cls: 3.1061, loss: 3.1061, grad_norm: 3.4477 2020-07-27 00:31:33,177 - mmaction - INFO - Epoch [115][3020/3757] lr: 2.966e-02, eta: 1 day, 18:24:49, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3383, top5_acc: 0.5742, loss_cls: 3.0896, loss: 3.0896, grad_norm: 3.4679 2020-07-27 00:31:44,417 - mmaction - INFO - Epoch [115][3040/3757] lr: 2.966e-02, eta: 1 day, 18:24:36, time: 0.562, data_time: 0.003, memory: 5232, top1_acc: 0.3734, top5_acc: 0.5961, loss_cls: 2.9866, loss: 2.9866, grad_norm: 3.4035 2020-07-27 00:31:55,767 - mmaction - INFO - Epoch [115][3060/3757] lr: 2.966e-02, eta: 1 day, 18:24:22, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3586, top5_acc: 0.5781, loss_cls: 2.9506, loss: 2.9506, grad_norm: 3.4198 2020-07-27 00:32:07,053 - mmaction - INFO - Epoch [115][3080/3757] lr: 2.966e-02, eta: 1 day, 18:24:09, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.3359, top5_acc: 0.6094, loss_cls: 2.9915, loss: 2.9915, grad_norm: 3.5725 2020-07-27 00:32:18,540 - mmaction - INFO - Epoch [115][3100/3757] lr: 2.966e-02, eta: 1 day, 18:23:56, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3398, top5_acc: 0.5594, loss_cls: 3.1153, loss: 3.1153, grad_norm: 3.5639 2020-07-27 00:32:29,857 - mmaction - INFO - Epoch [115][3120/3757] lr: 2.966e-02, eta: 1 day, 18:23:42, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3250, top5_acc: 0.5711, loss_cls: 3.0661, loss: 3.0661, grad_norm: 3.5176 2020-07-27 00:32:41,317 - mmaction - INFO - Epoch [115][3140/3757] lr: 2.966e-02, eta: 1 day, 18:23:29, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5766, loss_cls: 3.0949, loss: 3.0949, grad_norm: 3.5687 2020-07-27 00:32:52,714 - mmaction - INFO - Epoch [115][3160/3757] lr: 2.966e-02, eta: 1 day, 18:23:16, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3250, top5_acc: 0.5695, loss_cls: 3.1073, loss: 3.1073, grad_norm: 3.4883 2020-07-27 00:33:04,175 - mmaction - INFO - Epoch [115][3180/3757] lr: 2.966e-02, eta: 1 day, 18:23:02, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3422, top5_acc: 0.5828, loss_cls: 3.0505, loss: 3.0505, grad_norm: 3.4469 2020-07-27 00:33:15,588 - mmaction - INFO - Epoch [115][3200/3757] lr: 2.966e-02, eta: 1 day, 18:22:49, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3039, top5_acc: 0.5758, loss_cls: 3.1605, loss: 3.1605, grad_norm: 3.5623 2020-07-27 00:33:27,030 - mmaction - INFO - Epoch [115][3220/3757] lr: 2.966e-02, eta: 1 day, 18:22:36, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3625, top5_acc: 0.6219, loss_cls: 2.8931, loss: 2.8931, grad_norm: 3.4003 2020-07-27 00:33:38,488 - mmaction - INFO - Epoch [115][3240/3757] lr: 2.966e-02, eta: 1 day, 18:22:22, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5516, loss_cls: 3.1513, loss: 3.1513, grad_norm: 3.4516 2020-07-27 00:33:49,893 - mmaction - INFO - Epoch [115][3260/3757] lr: 2.966e-02, eta: 1 day, 18:22:09, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3352, top5_acc: 0.5930, loss_cls: 3.0608, loss: 3.0608, grad_norm: 3.3984 2020-07-27 00:34:01,621 - mmaction - INFO - Epoch [115][3280/3757] lr: 2.966e-02, eta: 1 day, 18:21:56, time: 0.586, data_time: 0.022, memory: 5232, top1_acc: 0.3383, top5_acc: 0.5953, loss_cls: 3.0375, loss: 3.0375, grad_norm: 3.3409 2020-07-27 00:34:13,091 - mmaction - INFO - Epoch [115][3300/3757] lr: 2.966e-02, eta: 1 day, 18:21:43, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3344, top5_acc: 0.5711, loss_cls: 3.0385, loss: 3.0385, grad_norm: 3.3786 2020-07-27 00:34:24,448 - mmaction - INFO - Epoch [115][3320/3757] lr: 2.966e-02, eta: 1 day, 18:21:29, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3406, top5_acc: 0.5633, loss_cls: 3.0961, loss: 3.0961, grad_norm: 3.5092 2020-07-27 00:34:35,849 - mmaction - INFO - Epoch [115][3340/3757] lr: 2.966e-02, eta: 1 day, 18:21:16, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3281, top5_acc: 0.5750, loss_cls: 3.1326, loss: 3.1326, grad_norm: 3.5227 2020-07-27 00:34:47,272 - mmaction - INFO - Epoch [115][3360/3757] lr: 2.966e-02, eta: 1 day, 18:21:03, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5734, loss_cls: 3.1041, loss: 3.1041, grad_norm: 3.4475 2020-07-27 00:34:58,673 - mmaction - INFO - Epoch [115][3380/3757] lr: 2.966e-02, eta: 1 day, 18:20:49, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3328, top5_acc: 0.5695, loss_cls: 3.0928, loss: 3.0928, grad_norm: 3.3555 2020-07-27 00:35:10,121 - mmaction - INFO - Epoch [115][3400/3757] lr: 2.966e-02, eta: 1 day, 18:20:36, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3555, top5_acc: 0.5984, loss_cls: 3.0363, loss: 3.0363, grad_norm: 3.4013 2020-07-27 00:35:21,542 - mmaction - INFO - Epoch [115][3420/3757] lr: 2.966e-02, eta: 1 day, 18:20:23, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3406, top5_acc: 0.5922, loss_cls: 3.0427, loss: 3.0427, grad_norm: 3.4734 2020-07-27 00:35:33,302 - mmaction - INFO - Epoch [115][3440/3757] lr: 2.966e-02, eta: 1 day, 18:20:10, time: 0.588, data_time: 0.026, memory: 5232, top1_acc: 0.3398, top5_acc: 0.5711, loss_cls: 3.0883, loss: 3.0883, grad_norm: 3.4717 2020-07-27 00:35:45,161 - mmaction - INFO - Epoch [115][3460/3757] lr: 2.966e-02, eta: 1 day, 18:19:57, time: 0.592, data_time: 0.020, memory: 5232, top1_acc: 0.3133, top5_acc: 0.5672, loss_cls: 3.0884, loss: 3.0884, grad_norm: 3.5434 2020-07-27 00:35:56,983 - mmaction - INFO - Epoch [115][3480/3757] lr: 2.966e-02, eta: 1 day, 18:19:44, time: 0.591, data_time: 0.022, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5703, loss_cls: 3.1545, loss: 3.1545, grad_norm: 3.4564 2020-07-27 00:36:08,691 - mmaction - INFO - Epoch [115][3500/3757] lr: 2.966e-02, eta: 1 day, 18:19:31, time: 0.586, data_time: 0.018, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5922, loss_cls: 3.0756, loss: 3.0756, grad_norm: 3.4208 2020-07-27 00:36:20,412 - mmaction - INFO - Epoch [115][3520/3757] lr: 2.966e-02, eta: 1 day, 18:19:18, time: 0.586, data_time: 0.022, memory: 5232, top1_acc: 0.3375, top5_acc: 0.6008, loss_cls: 2.9863, loss: 2.9863, grad_norm: 3.5292 2020-07-27 00:36:31,885 - mmaction - INFO - Epoch [115][3540/3757] lr: 2.966e-02, eta: 1 day, 18:19:04, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3414, top5_acc: 0.5844, loss_cls: 2.9910, loss: 2.9910, grad_norm: 3.3069 2020-07-27 00:36:43,669 - mmaction - INFO - Epoch [115][3560/3757] lr: 2.966e-02, eta: 1 day, 18:18:51, time: 0.589, data_time: 0.027, memory: 5232, top1_acc: 0.3578, top5_acc: 0.5758, loss_cls: 2.9710, loss: 2.9710, grad_norm: 3.4186 2020-07-27 00:36:55,465 - mmaction - INFO - Epoch [115][3580/3757] lr: 2.966e-02, eta: 1 day, 18:18:38, time: 0.590, data_time: 0.013, memory: 5232, top1_acc: 0.3375, top5_acc: 0.5891, loss_cls: 3.0177, loss: 3.0177, grad_norm: 3.5063 2020-07-27 00:37:07,177 - mmaction - INFO - Epoch [115][3600/3757] lr: 2.966e-02, eta: 1 day, 18:18:25, time: 0.585, data_time: 0.019, memory: 5232, top1_acc: 0.3406, top5_acc: 0.5750, loss_cls: 3.0376, loss: 3.0376, grad_norm: 3.5160 2020-07-27 00:37:18,931 - mmaction - INFO - Epoch [115][3620/3757] lr: 2.966e-02, eta: 1 day, 18:18:12, time: 0.588, data_time: 0.018, memory: 5232, top1_acc: 0.3445, top5_acc: 0.5820, loss_cls: 3.0516, loss: 3.0516, grad_norm: 3.5361 2020-07-27 00:37:30,349 - mmaction - INFO - Epoch [115][3640/3757] lr: 2.966e-02, eta: 1 day, 18:17:59, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3367, top5_acc: 0.6000, loss_cls: 2.9771, loss: 2.9771, grad_norm: 3.4250 2020-07-27 00:37:41,770 - mmaction - INFO - Epoch [115][3660/3757] lr: 2.966e-02, eta: 1 day, 18:17:46, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3414, top5_acc: 0.5906, loss_cls: 3.0216, loss: 3.0216, grad_norm: 3.5899 2020-07-27 00:37:53,275 - mmaction - INFO - Epoch [115][3680/3757] lr: 2.966e-02, eta: 1 day, 18:17:32, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5695, loss_cls: 3.1155, loss: 3.1155, grad_norm: 3.4755 2020-07-27 00:38:04,681 - mmaction - INFO - Epoch [115][3700/3757] lr: 2.966e-02, eta: 1 day, 18:17:19, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3664, top5_acc: 0.6133, loss_cls: 2.9340, loss: 2.9340, grad_norm: 3.4822 2020-07-27 00:38:20,966 - mmaction - INFO - Epoch [115][3720/3757] lr: 2.966e-02, eta: 1 day, 18:17:10, time: 0.814, data_time: 0.220, memory: 5232, top1_acc: 0.3367, top5_acc: 0.5773, loss_cls: 3.0733, loss: 3.0733, grad_norm: 3.5733 2020-07-27 00:38:36,612 - mmaction - INFO - Epoch [115][3740/3757] lr: 2.966e-02, eta: 1 day, 18:17:00, time: 0.782, data_time: 0.151, memory: 5232, top1_acc: 0.3352, top5_acc: 0.5820, loss_cls: 3.0422, loss: 3.0422, grad_norm: 3.5188 2020-07-27 00:38:50,790 - mmaction - INFO - Saving checkpoint at 115 epochs 2020-07-27 00:43:09,324 - mmaction - INFO - Epoch [116][20/3757] lr: 2.887e-02, eta: 1 day, 18:19:46, time: 12.824, data_time: 12.146, memory: 5232, top1_acc: 0.3266, top5_acc: 0.5820, loss_cls: 3.1019, loss: 3.1019, grad_norm: 3.5474 2020-07-27 00:43:20,565 - mmaction - INFO - Epoch [116][40/3757] lr: 2.887e-02, eta: 1 day, 18:19:33, time: 0.562, data_time: 0.001, memory: 5232, top1_acc: 0.3477, top5_acc: 0.5797, loss_cls: 3.0299, loss: 3.0299, grad_norm: 3.4487 2020-07-27 00:43:31,851 - mmaction - INFO - Epoch [116][60/3757] lr: 2.887e-02, eta: 1 day, 18:19:19, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3367, top5_acc: 0.5539, loss_cls: 3.1486, loss: 3.1486, grad_norm: 3.4810 2020-07-27 00:43:43,131 - mmaction - INFO - Epoch [116][80/3757] lr: 2.887e-02, eta: 1 day, 18:19:06, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.5914, loss_cls: 3.0347, loss: 3.0347, grad_norm: 3.4784 2020-07-27 00:43:54,548 - mmaction - INFO - Epoch [116][100/3757] lr: 2.887e-02, eta: 1 day, 18:18:53, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.3547, top5_acc: 0.5953, loss_cls: 3.0395, loss: 3.0395, grad_norm: 3.4682 2020-07-27 00:44:05,798 - mmaction - INFO - Epoch [116][120/3757] lr: 2.887e-02, eta: 1 day, 18:18:39, time: 0.562, data_time: 0.001, memory: 5232, top1_acc: 0.3477, top5_acc: 0.5844, loss_cls: 3.0679, loss: 3.0679, grad_norm: 3.6056 2020-07-27 00:44:17,213 - mmaction - INFO - Epoch [116][140/3757] lr: 2.887e-02, eta: 1 day, 18:18:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3609, top5_acc: 0.6078, loss_cls: 2.9257, loss: 2.9257, grad_norm: 3.4505 2020-07-27 00:44:28,622 - mmaction - INFO - Epoch [116][160/3757] lr: 2.887e-02, eta: 1 day, 18:18:12, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.5938, loss_cls: 2.9458, loss: 2.9458, grad_norm: 3.4240 2020-07-27 00:44:40,040 - mmaction - INFO - Epoch [116][180/3757] lr: 2.887e-02, eta: 1 day, 18:17:59, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5695, loss_cls: 3.0964, loss: 3.0964, grad_norm: 3.5123 2020-07-27 00:44:51,502 - mmaction - INFO - Epoch [116][200/3757] lr: 2.887e-02, eta: 1 day, 18:17:46, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3367, top5_acc: 0.5805, loss_cls: 3.0872, loss: 3.0872, grad_norm: 3.3571 2020-07-27 00:45:03,121 - mmaction - INFO - Epoch [116][220/3757] lr: 2.887e-02, eta: 1 day, 18:17:33, time: 0.581, data_time: 0.003, memory: 5232, top1_acc: 0.3414, top5_acc: 0.6023, loss_cls: 2.9444, loss: 2.9444, grad_norm: 3.3287 2020-07-27 00:45:14,463 - mmaction - INFO - Epoch [116][240/3757] lr: 2.887e-02, eta: 1 day, 18:17:19, time: 0.567, data_time: 0.001, memory: 5232, top1_acc: 0.3281, top5_acc: 0.5992, loss_cls: 3.0500, loss: 3.0500, grad_norm: 3.5228 2020-07-27 00:45:25,751 - mmaction - INFO - Epoch [116][260/3757] lr: 2.887e-02, eta: 1 day, 18:17:06, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3492, top5_acc: 0.5961, loss_cls: 2.9391, loss: 2.9391, grad_norm: 3.5216 2020-07-27 00:45:37,162 - mmaction - INFO - Epoch [116][280/3757] lr: 2.887e-02, eta: 1 day, 18:16:52, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3258, top5_acc: 0.5789, loss_cls: 3.0330, loss: 3.0330, grad_norm: 3.5379 2020-07-27 00:45:48,574 - mmaction - INFO - Epoch [116][300/3757] lr: 2.887e-02, eta: 1 day, 18:16:39, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3586, top5_acc: 0.5938, loss_cls: 2.9289, loss: 2.9289, grad_norm: 3.5084 2020-07-27 00:45:59,989 - mmaction - INFO - Epoch [116][320/3757] lr: 2.887e-02, eta: 1 day, 18:16:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3539, top5_acc: 0.5992, loss_cls: 2.9423, loss: 2.9423, grad_norm: 3.5605 2020-07-27 00:46:11,495 - mmaction - INFO - Epoch [116][340/3757] lr: 2.887e-02, eta: 1 day, 18:16:12, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3352, top5_acc: 0.6000, loss_cls: 3.0431, loss: 3.0431, grad_norm: 3.5289 2020-07-27 00:46:22,989 - mmaction - INFO - Epoch [116][360/3757] lr: 2.887e-02, eta: 1 day, 18:15:59, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3523, top5_acc: 0.5898, loss_cls: 2.9604, loss: 2.9604, grad_norm: 3.4649 2020-07-27 00:46:34,342 - mmaction - INFO - Epoch [116][380/3757] lr: 2.887e-02, eta: 1 day, 18:15:46, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3195, top5_acc: 0.5906, loss_cls: 3.0203, loss: 3.0203, grad_norm: 3.5813 2020-07-27 00:46:45,749 - mmaction - INFO - Epoch [116][400/3757] lr: 2.887e-02, eta: 1 day, 18:15:32, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3609, top5_acc: 0.5984, loss_cls: 2.9719, loss: 2.9719, grad_norm: 3.5130 2020-07-27 00:46:57,143 - mmaction - INFO - Epoch [116][420/3757] lr: 2.887e-02, eta: 1 day, 18:15:19, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5484, loss_cls: 3.2313, loss: 3.2313, grad_norm: 3.5490 2020-07-27 00:47:08,601 - mmaction - INFO - Epoch [116][440/3757] lr: 2.887e-02, eta: 1 day, 18:15:06, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3383, top5_acc: 0.5961, loss_cls: 3.0259, loss: 3.0259, grad_norm: 3.4646 2020-07-27 00:47:20,032 - mmaction - INFO - Epoch [116][460/3757] lr: 2.887e-02, eta: 1 day, 18:14:52, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3281, top5_acc: 0.5828, loss_cls: 3.0923, loss: 3.0923, grad_norm: 3.6401 2020-07-27 00:47:31,484 - mmaction - INFO - Epoch [116][480/3757] lr: 2.887e-02, eta: 1 day, 18:14:39, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3422, top5_acc: 0.5797, loss_cls: 3.0010, loss: 3.0010, grad_norm: 3.4762 2020-07-27 00:47:42,948 - mmaction - INFO - Epoch [116][500/3757] lr: 2.887e-02, eta: 1 day, 18:14:26, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3469, top5_acc: 0.5891, loss_cls: 3.0088, loss: 3.0088, grad_norm: 3.4791 2020-07-27 00:47:54,353 - mmaction - INFO - Epoch [116][520/3757] lr: 2.887e-02, eta: 1 day, 18:14:12, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3250, top5_acc: 0.5695, loss_cls: 3.0965, loss: 3.0965, grad_norm: 3.6011 2020-07-27 00:48:05,740 - mmaction - INFO - Epoch [116][540/3757] lr: 2.887e-02, eta: 1 day, 18:13:59, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3406, top5_acc: 0.6188, loss_cls: 2.9007, loss: 2.9007, grad_norm: 3.3995 2020-07-27 00:48:17,041 - mmaction - INFO - Epoch [116][560/3757] lr: 2.887e-02, eta: 1 day, 18:13:46, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3594, top5_acc: 0.6172, loss_cls: 2.9150, loss: 2.9150, grad_norm: 3.4887 2020-07-27 00:48:28,484 - mmaction - INFO - Epoch [116][580/3757] lr: 2.887e-02, eta: 1 day, 18:13:32, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.3398, top5_acc: 0.5914, loss_cls: 3.0116, loss: 3.0116, grad_norm: 3.4314 2020-07-27 00:48:39,894 - mmaction - INFO - Epoch [116][600/3757] lr: 2.887e-02, eta: 1 day, 18:13:19, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3469, top5_acc: 0.6227, loss_cls: 2.9802, loss: 2.9802, grad_norm: 3.5136 2020-07-27 00:48:51,364 - mmaction - INFO - Epoch [116][620/3757] lr: 2.887e-02, eta: 1 day, 18:13:06, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5727, loss_cls: 3.0857, loss: 3.0857, grad_norm: 3.4822 2020-07-27 00:49:02,765 - mmaction - INFO - Epoch [116][640/3757] lr: 2.887e-02, eta: 1 day, 18:12:52, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3453, top5_acc: 0.6109, loss_cls: 2.9402, loss: 2.9402, grad_norm: 3.3958 2020-07-27 00:49:14,305 - mmaction - INFO - Epoch [116][660/3757] lr: 2.887e-02, eta: 1 day, 18:12:39, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3445, top5_acc: 0.6102, loss_cls: 2.9672, loss: 2.9672, grad_norm: 3.4293 2020-07-27 00:49:25,725 - mmaction - INFO - Epoch [116][680/3757] lr: 2.887e-02, eta: 1 day, 18:12:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3367, top5_acc: 0.5969, loss_cls: 3.0367, loss: 3.0367, grad_norm: 3.5490 2020-07-27 00:49:37,116 - mmaction - INFO - Epoch [116][700/3757] lr: 2.887e-02, eta: 1 day, 18:12:12, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3391, top5_acc: 0.5695, loss_cls: 3.1083, loss: 3.1083, grad_norm: 3.5545 2020-07-27 00:49:48,534 - mmaction - INFO - Epoch [116][720/3757] lr: 2.887e-02, eta: 1 day, 18:11:59, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3383, top5_acc: 0.5750, loss_cls: 3.0128, loss: 3.0128, grad_norm: 3.3846 2020-07-27 00:49:59,963 - mmaction - INFO - Epoch [116][740/3757] lr: 2.887e-02, eta: 1 day, 18:11:46, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5563, loss_cls: 3.1650, loss: 3.1650, grad_norm: 3.4709 2020-07-27 00:50:11,285 - mmaction - INFO - Epoch [116][760/3757] lr: 2.887e-02, eta: 1 day, 18:11:32, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5836, loss_cls: 3.0438, loss: 3.0438, grad_norm: 3.3771 2020-07-27 00:50:22,734 - mmaction - INFO - Epoch [116][780/3757] lr: 2.887e-02, eta: 1 day, 18:11:19, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3430, top5_acc: 0.5789, loss_cls: 3.0139, loss: 3.0139, grad_norm: 3.3659 2020-07-27 00:50:34,135 - mmaction - INFO - Epoch [116][800/3757] lr: 2.887e-02, eta: 1 day, 18:11:06, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3492, top5_acc: 0.5820, loss_cls: 3.0277, loss: 3.0277, grad_norm: 3.4259 2020-07-27 00:50:45,548 - mmaction - INFO - Epoch [116][820/3757] lr: 2.887e-02, eta: 1 day, 18:10:52, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3367, top5_acc: 0.5742, loss_cls: 3.0235, loss: 3.0235, grad_norm: 3.3694 2020-07-27 00:50:57,062 - mmaction - INFO - Epoch [116][840/3757] lr: 2.887e-02, eta: 1 day, 18:10:39, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3383, top5_acc: 0.6070, loss_cls: 2.9980, loss: 2.9980, grad_norm: 3.3517 2020-07-27 00:51:08,507 - mmaction - INFO - Epoch [116][860/3757] lr: 2.887e-02, eta: 1 day, 18:10:26, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5766, loss_cls: 3.0503, loss: 3.0503, grad_norm: 3.5111 2020-07-27 00:51:19,856 - mmaction - INFO - Epoch [116][880/3757] lr: 2.887e-02, eta: 1 day, 18:10:12, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.3539, top5_acc: 0.5984, loss_cls: 2.9408, loss: 2.9408, grad_norm: 3.5464 2020-07-27 00:51:31,289 - mmaction - INFO - Epoch [116][900/3757] lr: 2.887e-02, eta: 1 day, 18:09:59, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3727, top5_acc: 0.6109, loss_cls: 2.8867, loss: 2.8867, grad_norm: 3.5450 2020-07-27 00:51:42,733 - mmaction - INFO - Epoch [116][920/3757] lr: 2.887e-02, eta: 1 day, 18:09:46, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3367, top5_acc: 0.5938, loss_cls: 3.0404, loss: 3.0404, grad_norm: 3.5696 2020-07-27 00:51:54,249 - mmaction - INFO - Epoch [116][940/3757] lr: 2.887e-02, eta: 1 day, 18:09:32, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3203, top5_acc: 0.5547, loss_cls: 3.1190, loss: 3.1190, grad_norm: 3.6361 2020-07-27 00:52:05,638 - mmaction - INFO - Epoch [116][960/3757] lr: 2.887e-02, eta: 1 day, 18:09:19, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3305, top5_acc: 0.5930, loss_cls: 3.0323, loss: 3.0323, grad_norm: 3.5590 2020-07-27 00:52:17,042 - mmaction - INFO - Epoch [116][980/3757] lr: 2.887e-02, eta: 1 day, 18:09:06, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.3508, top5_acc: 0.6172, loss_cls: 2.9232, loss: 2.9232, grad_norm: 3.5312 2020-07-27 00:52:28,405 - mmaction - INFO - Epoch [116][1000/3757] lr: 2.887e-02, eta: 1 day, 18:08:52, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3391, top5_acc: 0.5656, loss_cls: 3.1025, loss: 3.1025, grad_norm: 3.6865 2020-07-27 00:52:39,834 - mmaction - INFO - Epoch [116][1020/3757] lr: 2.887e-02, eta: 1 day, 18:08:39, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3336, top5_acc: 0.5891, loss_cls: 2.9989, loss: 2.9989, grad_norm: 3.5439 2020-07-27 00:52:51,246 - mmaction - INFO - Epoch [116][1040/3757] lr: 2.887e-02, eta: 1 day, 18:08:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5930, loss_cls: 3.0156, loss: 3.0156, grad_norm: 3.5190 2020-07-27 00:53:02,691 - mmaction - INFO - Epoch [116][1060/3757] lr: 2.887e-02, eta: 1 day, 18:08:12, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3570, top5_acc: 0.5820, loss_cls: 2.9990, loss: 2.9990, grad_norm: 3.4275 2020-07-27 00:53:14,172 - mmaction - INFO - Epoch [116][1080/3757] lr: 2.887e-02, eta: 1 day, 18:07:59, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3453, top5_acc: 0.5906, loss_cls: 3.0155, loss: 3.0155, grad_norm: 3.4685 2020-07-27 00:53:25,571 - mmaction - INFO - Epoch [116][1100/3757] lr: 2.887e-02, eta: 1 day, 18:07:46, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3305, top5_acc: 0.5875, loss_cls: 3.0257, loss: 3.0257, grad_norm: 3.6969 2020-07-27 00:53:36,998 - mmaction - INFO - Epoch [116][1120/3757] lr: 2.887e-02, eta: 1 day, 18:07:32, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3438, top5_acc: 0.5914, loss_cls: 2.9450, loss: 2.9450, grad_norm: 3.5369 2020-07-27 00:53:48,410 - mmaction - INFO - Epoch [116][1140/3757] lr: 2.887e-02, eta: 1 day, 18:07:19, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3344, top5_acc: 0.5727, loss_cls: 3.0601, loss: 3.0601, grad_norm: 3.5452 2020-07-27 00:53:59,787 - mmaction - INFO - Epoch [116][1160/3757] lr: 2.887e-02, eta: 1 day, 18:07:06, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3391, top5_acc: 0.5797, loss_cls: 3.0758, loss: 3.0758, grad_norm: 3.4311 2020-07-27 00:54:11,208 - mmaction - INFO - Epoch [116][1180/3757] lr: 2.887e-02, eta: 1 day, 18:06:52, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3203, top5_acc: 0.5672, loss_cls: 3.1842, loss: 3.1842, grad_norm: 3.5923 2020-07-27 00:54:22,605 - mmaction - INFO - Epoch [116][1200/3757] lr: 2.887e-02, eta: 1 day, 18:06:39, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3570, top5_acc: 0.6000, loss_cls: 2.9416, loss: 2.9416, grad_norm: 3.3557 2020-07-27 00:54:34,133 - mmaction - INFO - Epoch [116][1220/3757] lr: 2.887e-02, eta: 1 day, 18:06:26, time: 0.576, data_time: 0.014, memory: 5232, top1_acc: 0.3445, top5_acc: 0.5898, loss_cls: 2.9930, loss: 2.9930, grad_norm: 3.4566 2020-07-27 00:54:45,621 - mmaction - INFO - Epoch [116][1240/3757] lr: 2.887e-02, eta: 1 day, 18:06:13, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3398, top5_acc: 0.5781, loss_cls: 3.1106, loss: 3.1106, grad_norm: 3.6216 2020-07-27 00:54:57,016 - mmaction - INFO - Epoch [116][1260/3757] lr: 2.887e-02, eta: 1 day, 18:05:59, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5977, loss_cls: 2.9508, loss: 2.9508, grad_norm: 3.5195 2020-07-27 00:55:08,306 - mmaction - INFO - Epoch [116][1280/3757] lr: 2.887e-02, eta: 1 day, 18:05:46, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3414, top5_acc: 0.5687, loss_cls: 3.0380, loss: 3.0380, grad_norm: 3.4372 2020-07-27 00:55:19,710 - mmaction - INFO - Epoch [116][1300/3757] lr: 2.887e-02, eta: 1 day, 18:05:32, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3398, top5_acc: 0.6102, loss_cls: 2.9554, loss: 2.9554, grad_norm: 3.4435 2020-07-27 00:55:31,073 - mmaction - INFO - Epoch [116][1320/3757] lr: 2.887e-02, eta: 1 day, 18:05:19, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3547, top5_acc: 0.5953, loss_cls: 2.9736, loss: 2.9736, grad_norm: 3.4679 2020-07-27 00:55:42,460 - mmaction - INFO - Epoch [116][1340/3757] lr: 2.887e-02, eta: 1 day, 18:05:06, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3422, top5_acc: 0.6047, loss_cls: 2.9703, loss: 2.9703, grad_norm: 3.5473 2020-07-27 00:55:53,909 - mmaction - INFO - Epoch [116][1360/3757] lr: 2.887e-02, eta: 1 day, 18:04:52, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3336, top5_acc: 0.5852, loss_cls: 3.0526, loss: 3.0526, grad_norm: 3.5819 2020-07-27 00:56:05,312 - mmaction - INFO - Epoch [116][1380/3757] lr: 2.887e-02, eta: 1 day, 18:04:39, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3391, top5_acc: 0.6125, loss_cls: 2.9229, loss: 2.9229, grad_norm: 3.4920 2020-07-27 00:56:16,693 - mmaction - INFO - Epoch [116][1400/3757] lr: 2.887e-02, eta: 1 day, 18:04:26, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3477, top5_acc: 0.5984, loss_cls: 3.0472, loss: 3.0472, grad_norm: 3.5451 2020-07-27 00:56:28,127 - mmaction - INFO - Epoch [116][1420/3757] lr: 2.887e-02, eta: 1 day, 18:04:12, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3430, top5_acc: 0.5953, loss_cls: 3.0019, loss: 3.0019, grad_norm: 3.5723 2020-07-27 00:56:39,469 - mmaction - INFO - Epoch [116][1440/3757] lr: 2.887e-02, eta: 1 day, 18:03:59, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3359, top5_acc: 0.5992, loss_cls: 2.9751, loss: 2.9751, grad_norm: 3.5179 2020-07-27 00:56:50,867 - mmaction - INFO - Epoch [116][1460/3757] lr: 2.887e-02, eta: 1 day, 18:03:46, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3508, top5_acc: 0.5953, loss_cls: 3.0073, loss: 3.0073, grad_norm: 3.5344 2020-07-27 00:57:02,242 - mmaction - INFO - Epoch [116][1480/3757] lr: 2.887e-02, eta: 1 day, 18:03:32, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3430, top5_acc: 0.5734, loss_cls: 3.0956, loss: 3.0956, grad_norm: 3.6386 2020-07-27 00:57:13,646 - mmaction - INFO - Epoch [116][1500/3757] lr: 2.887e-02, eta: 1 day, 18:03:19, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3516, top5_acc: 0.6062, loss_cls: 2.9579, loss: 2.9579, grad_norm: 3.5826 2020-07-27 00:57:25,110 - mmaction - INFO - Epoch [116][1520/3757] lr: 2.887e-02, eta: 1 day, 18:03:06, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3617, top5_acc: 0.6000, loss_cls: 2.9582, loss: 2.9582, grad_norm: 3.5714 2020-07-27 00:57:36,545 - mmaction - INFO - Epoch [116][1540/3757] lr: 2.887e-02, eta: 1 day, 18:02:52, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3281, top5_acc: 0.5852, loss_cls: 3.0368, loss: 3.0368, grad_norm: 3.6027 2020-07-27 00:57:47,978 - mmaction - INFO - Epoch [116][1560/3757] lr: 2.887e-02, eta: 1 day, 18:02:39, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3523, top5_acc: 0.6062, loss_cls: 2.9620, loss: 2.9620, grad_norm: 3.5595 2020-07-27 00:57:59,425 - mmaction - INFO - Epoch [116][1580/3757] lr: 2.887e-02, eta: 1 day, 18:02:26, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3156, top5_acc: 0.5656, loss_cls: 3.1853, loss: 3.1853, grad_norm: 3.5452 2020-07-27 00:58:10,814 - mmaction - INFO - Epoch [116][1600/3757] lr: 2.887e-02, eta: 1 day, 18:02:12, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.3516, top5_acc: 0.5789, loss_cls: 3.0419, loss: 3.0419, grad_norm: 3.5150 2020-07-27 00:58:22,269 - mmaction - INFO - Epoch [116][1620/3757] lr: 2.887e-02, eta: 1 day, 18:01:59, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3445, top5_acc: 0.5977, loss_cls: 2.9713, loss: 2.9713, grad_norm: 3.4596 2020-07-27 00:58:33,882 - mmaction - INFO - Epoch [116][1640/3757] lr: 2.887e-02, eta: 1 day, 18:01:46, time: 0.581, data_time: 0.018, memory: 5232, top1_acc: 0.3516, top5_acc: 0.5914, loss_cls: 2.9475, loss: 2.9475, grad_norm: 3.4357 2020-07-27 00:58:45,299 - mmaction - INFO - Epoch [116][1660/3757] lr: 2.887e-02, eta: 1 day, 18:01:33, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.3328, top5_acc: 0.5727, loss_cls: 3.0609, loss: 3.0609, grad_norm: 3.5446 2020-07-27 00:58:56,637 - mmaction - INFO - Epoch [116][1680/3757] lr: 2.887e-02, eta: 1 day, 18:01:19, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3547, top5_acc: 0.6094, loss_cls: 2.9848, loss: 2.9848, grad_norm: 3.5394 2020-07-27 00:59:08,088 - mmaction - INFO - Epoch [116][1700/3757] lr: 2.887e-02, eta: 1 day, 18:01:06, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3266, top5_acc: 0.5789, loss_cls: 3.0680, loss: 3.0680, grad_norm: 3.5660 2020-07-27 00:59:19,463 - mmaction - INFO - Epoch [116][1720/3757] lr: 2.887e-02, eta: 1 day, 18:00:53, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3438, top5_acc: 0.5875, loss_cls: 3.0537, loss: 3.0537, grad_norm: 3.5571 2020-07-27 00:59:30,935 - mmaction - INFO - Epoch [116][1740/3757] lr: 2.887e-02, eta: 1 day, 18:00:39, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3305, top5_acc: 0.5797, loss_cls: 3.0698, loss: 3.0698, grad_norm: 3.4476 2020-07-27 00:59:42,386 - mmaction - INFO - Epoch [116][1760/3757] lr: 2.887e-02, eta: 1 day, 18:00:26, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3445, top5_acc: 0.5875, loss_cls: 2.9559, loss: 2.9559, grad_norm: 3.4271 2020-07-27 00:59:53,955 - mmaction - INFO - Epoch [116][1780/3757] lr: 2.887e-02, eta: 1 day, 18:00:13, time: 0.578, data_time: 0.015, memory: 5232, top1_acc: 0.3391, top5_acc: 0.5875, loss_cls: 3.0367, loss: 3.0367, grad_norm: 3.5904 2020-07-27 01:00:11,300 - mmaction - INFO - Epoch [116][1800/3757] lr: 2.887e-02, eta: 1 day, 18:00:04, time: 0.865, data_time: 0.003, memory: 5232, top1_acc: 0.3375, top5_acc: 0.5789, loss_cls: 3.0941, loss: 3.0941, grad_norm: 3.4927 2020-07-27 01:00:22,730 - mmaction - INFO - Epoch [116][1820/3757] lr: 2.887e-02, eta: 1 day, 17:59:51, time: 0.574, data_time: 0.006, memory: 5232, top1_acc: 0.3492, top5_acc: 0.5945, loss_cls: 2.9943, loss: 2.9943, grad_norm: 3.5726 2020-07-27 01:00:34,154 - mmaction - INFO - Epoch [116][1840/3757] lr: 2.887e-02, eta: 1 day, 17:59:38, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5883, loss_cls: 3.0357, loss: 3.0357, grad_norm: 3.5808 2020-07-27 01:00:45,575 - mmaction - INFO - Epoch [116][1860/3757] lr: 2.887e-02, eta: 1 day, 17:59:24, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3266, top5_acc: 0.5695, loss_cls: 3.0824, loss: 3.0824, grad_norm: 3.5078 2020-07-27 01:00:56,974 - mmaction - INFO - Epoch [116][1880/3757] lr: 2.887e-02, eta: 1 day, 17:59:11, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5766, loss_cls: 3.0635, loss: 3.0635, grad_norm: 3.3813 2020-07-27 01:01:08,316 - mmaction - INFO - Epoch [116][1900/3757] lr: 2.887e-02, eta: 1 day, 17:58:58, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3016, top5_acc: 0.5836, loss_cls: 3.1608, loss: 3.1608, grad_norm: 3.5063 2020-07-27 01:01:19,759 - mmaction - INFO - Epoch [116][1920/3757] lr: 2.887e-02, eta: 1 day, 17:58:44, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3477, top5_acc: 0.5984, loss_cls: 2.9551, loss: 2.9551, grad_norm: 3.4958 2020-07-27 01:01:31,302 - mmaction - INFO - Epoch [116][1940/3757] lr: 2.887e-02, eta: 1 day, 17:58:31, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3367, top5_acc: 0.5836, loss_cls: 3.0350, loss: 3.0350, grad_norm: 3.5639 2020-07-27 01:01:42,728 - mmaction - INFO - Epoch [116][1960/3757] lr: 2.887e-02, eta: 1 day, 17:58:18, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3445, top5_acc: 0.5906, loss_cls: 3.0380, loss: 3.0380, grad_norm: 3.4956 2020-07-27 01:01:54,154 - mmaction - INFO - Epoch [116][1980/3757] lr: 2.887e-02, eta: 1 day, 17:58:04, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3148, top5_acc: 0.5672, loss_cls: 3.1233, loss: 3.1233, grad_norm: 3.5526 2020-07-27 01:02:05,533 - mmaction - INFO - Epoch [116][2000/3757] lr: 2.887e-02, eta: 1 day, 17:57:51, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3461, top5_acc: 0.5805, loss_cls: 3.0737, loss: 3.0737, grad_norm: 3.5086 2020-07-27 01:02:16,960 - mmaction - INFO - Epoch [116][2020/3757] lr: 2.887e-02, eta: 1 day, 17:57:38, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3367, top5_acc: 0.5820, loss_cls: 3.0441, loss: 3.0441, grad_norm: 3.4477 2020-07-27 01:02:28,381 - mmaction - INFO - Epoch [116][2040/3757] lr: 2.887e-02, eta: 1 day, 17:57:24, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3602, top5_acc: 0.6156, loss_cls: 2.9347, loss: 2.9347, grad_norm: 3.4154 2020-07-27 01:02:39,745 - mmaction - INFO - Epoch [116][2060/3757] lr: 2.887e-02, eta: 1 day, 17:57:11, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3398, top5_acc: 0.5813, loss_cls: 3.0589, loss: 3.0589, grad_norm: 3.6099 2020-07-27 01:02:51,098 - mmaction - INFO - Epoch [116][2080/3757] lr: 2.887e-02, eta: 1 day, 17:56:58, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3633, top5_acc: 0.6070, loss_cls: 2.9764, loss: 2.9764, grad_norm: 3.4596 2020-07-27 01:03:02,575 - mmaction - INFO - Epoch [116][2100/3757] lr: 2.887e-02, eta: 1 day, 17:56:44, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3477, top5_acc: 0.5852, loss_cls: 2.9919, loss: 2.9919, grad_norm: 3.4184 2020-07-27 01:03:14,004 - mmaction - INFO - Epoch [116][2120/3757] lr: 2.887e-02, eta: 1 day, 17:56:31, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3531, top5_acc: 0.5844, loss_cls: 2.9947, loss: 2.9947, grad_norm: 3.5076 2020-07-27 01:03:25,378 - mmaction - INFO - Epoch [116][2140/3757] lr: 2.887e-02, eta: 1 day, 17:56:18, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3508, top5_acc: 0.5930, loss_cls: 3.0101, loss: 3.0101, grad_norm: 3.5093 2020-07-27 01:03:36,751 - mmaction - INFO - Epoch [116][2160/3757] lr: 2.887e-02, eta: 1 day, 17:56:04, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3250, top5_acc: 0.5828, loss_cls: 3.0726, loss: 3.0726, grad_norm: 3.5538 2020-07-27 01:03:48,979 - mmaction - INFO - Epoch [116][2180/3757] lr: 2.887e-02, eta: 1 day, 17:55:52, time: 0.611, data_time: 0.046, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5758, loss_cls: 3.0583, loss: 3.0583, grad_norm: 3.5414 2020-07-27 01:04:00,389 - mmaction - INFO - Epoch [116][2200/3757] lr: 2.887e-02, eta: 1 day, 17:55:38, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3430, top5_acc: 0.6055, loss_cls: 2.9741, loss: 2.9741, grad_norm: 3.5280 2020-07-27 01:04:11,856 - mmaction - INFO - Epoch [116][2220/3757] lr: 2.887e-02, eta: 1 day, 17:55:25, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3641, top5_acc: 0.6109, loss_cls: 2.8843, loss: 2.8843, grad_norm: 3.4911 2020-07-27 01:04:23,332 - mmaction - INFO - Epoch [116][2240/3757] lr: 2.887e-02, eta: 1 day, 17:55:12, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3453, top5_acc: 0.5961, loss_cls: 2.9730, loss: 2.9730, grad_norm: 3.4959 2020-07-27 01:04:34,710 - mmaction - INFO - Epoch [116][2260/3757] lr: 2.887e-02, eta: 1 day, 17:54:58, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3594, top5_acc: 0.5891, loss_cls: 3.0306, loss: 3.0306, grad_norm: 3.5128 2020-07-27 01:04:46,114 - mmaction - INFO - Epoch [116][2280/3757] lr: 2.887e-02, eta: 1 day, 17:54:45, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3438, top5_acc: 0.5758, loss_cls: 3.0631, loss: 3.0631, grad_norm: 3.4758 2020-07-27 01:04:57,567 - mmaction - INFO - Epoch [116][2300/3757] lr: 2.887e-02, eta: 1 day, 17:54:32, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3523, top5_acc: 0.5984, loss_cls: 3.0649, loss: 3.0649, grad_norm: 3.5205 2020-07-27 01:05:09,078 - mmaction - INFO - Epoch [116][2320/3757] lr: 2.887e-02, eta: 1 day, 17:54:19, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3398, top5_acc: 0.5852, loss_cls: 3.0459, loss: 3.0459, grad_norm: 3.5575 2020-07-27 01:05:20,474 - mmaction - INFO - Epoch [116][2340/3757] lr: 2.887e-02, eta: 1 day, 17:54:05, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3281, top5_acc: 0.5852, loss_cls: 3.1000, loss: 3.1000, grad_norm: 3.4702 2020-07-27 01:05:31,810 - mmaction - INFO - Epoch [116][2360/3757] lr: 2.887e-02, eta: 1 day, 17:53:52, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3289, top5_acc: 0.6023, loss_cls: 3.0010, loss: 3.0010, grad_norm: 3.4575 2020-07-27 01:05:43,232 - mmaction - INFO - Epoch [116][2380/3757] lr: 2.887e-02, eta: 1 day, 17:53:39, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.3438, top5_acc: 0.5805, loss_cls: 3.0411, loss: 3.0411, grad_norm: 3.4732 2020-07-27 01:05:54,638 - mmaction - INFO - Epoch [116][2400/3757] lr: 2.887e-02, eta: 1 day, 17:53:25, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3336, top5_acc: 0.5906, loss_cls: 3.0639, loss: 3.0639, grad_norm: 3.5530 2020-07-27 01:06:05,965 - mmaction - INFO - Epoch [116][2420/3757] lr: 2.887e-02, eta: 1 day, 17:53:12, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3336, top5_acc: 0.5805, loss_cls: 3.0534, loss: 3.0534, grad_norm: 3.5360 2020-07-27 01:06:17,479 - mmaction - INFO - Epoch [116][2440/3757] lr: 2.887e-02, eta: 1 day, 17:52:59, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3523, top5_acc: 0.5953, loss_cls: 2.9592, loss: 2.9592, grad_norm: 3.4980 2020-07-27 01:06:28,772 - mmaction - INFO - Epoch [116][2460/3757] lr: 2.887e-02, eta: 1 day, 17:52:45, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3406, top5_acc: 0.5953, loss_cls: 2.9716, loss: 2.9716, grad_norm: 3.4639 2020-07-27 01:06:40,167 - mmaction - INFO - Epoch [116][2480/3757] lr: 2.887e-02, eta: 1 day, 17:52:32, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3516, top5_acc: 0.5773, loss_cls: 3.0605, loss: 3.0605, grad_norm: 3.5476 2020-07-27 01:06:51,401 - mmaction - INFO - Epoch [116][2500/3757] lr: 2.887e-02, eta: 1 day, 17:52:18, time: 0.562, data_time: 0.003, memory: 5232, top1_acc: 0.3531, top5_acc: 0.5961, loss_cls: 2.9772, loss: 2.9772, grad_norm: 3.5032 2020-07-27 01:07:02,592 - mmaction - INFO - Epoch [116][2520/3757] lr: 2.887e-02, eta: 1 day, 17:52:05, time: 0.559, data_time: 0.003, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5852, loss_cls: 3.0519, loss: 3.0519, grad_norm: 3.5280 2020-07-27 01:07:13,961 - mmaction - INFO - Epoch [116][2540/3757] lr: 2.887e-02, eta: 1 day, 17:51:52, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.3328, top5_acc: 0.5969, loss_cls: 3.0016, loss: 3.0016, grad_norm: 3.5044 2020-07-27 01:07:25,418 - mmaction - INFO - Epoch [116][2560/3757] lr: 2.887e-02, eta: 1 day, 17:51:38, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3398, top5_acc: 0.6141, loss_cls: 2.9562, loss: 2.9562, grad_norm: 3.4987 2020-07-27 01:07:36,794 - mmaction - INFO - Epoch [116][2580/3757] lr: 2.887e-02, eta: 1 day, 17:51:25, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3445, top5_acc: 0.5867, loss_cls: 3.0086, loss: 3.0086, grad_norm: 3.4239 2020-07-27 01:07:48,278 - mmaction - INFO - Epoch [116][2600/3757] lr: 2.887e-02, eta: 1 day, 17:51:12, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5789, loss_cls: 3.0654, loss: 3.0654, grad_norm: 3.5010 2020-07-27 01:08:00,185 - mmaction - INFO - Epoch [116][2620/3757] lr: 2.887e-02, eta: 1 day, 17:50:59, time: 0.595, data_time: 0.026, memory: 5232, top1_acc: 0.3305, top5_acc: 0.5750, loss_cls: 3.0418, loss: 3.0418, grad_norm: 3.4769 2020-07-27 01:08:11,646 - mmaction - INFO - Epoch [116][2640/3757] lr: 2.887e-02, eta: 1 day, 17:50:45, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5859, loss_cls: 3.0858, loss: 3.0858, grad_norm: 3.4536 2020-07-27 01:08:23,186 - mmaction - INFO - Epoch [116][2660/3757] lr: 2.887e-02, eta: 1 day, 17:50:32, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.3656, top5_acc: 0.6188, loss_cls: 2.9027, loss: 2.9027, grad_norm: 3.5356 2020-07-27 01:08:34,656 - mmaction - INFO - Epoch [116][2680/3757] lr: 2.887e-02, eta: 1 day, 17:50:19, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3398, top5_acc: 0.5938, loss_cls: 2.9669, loss: 2.9669, grad_norm: 3.5114 2020-07-27 01:08:46,181 - mmaction - INFO - Epoch [116][2700/3757] lr: 2.887e-02, eta: 1 day, 17:50:06, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5789, loss_cls: 3.0404, loss: 3.0404, grad_norm: 3.6103 2020-07-27 01:08:57,709 - mmaction - INFO - Epoch [116][2720/3757] lr: 2.887e-02, eta: 1 day, 17:49:53, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3398, top5_acc: 0.5727, loss_cls: 3.0531, loss: 3.0531, grad_norm: 3.4514 2020-07-27 01:09:09,181 - mmaction - INFO - Epoch [116][2740/3757] lr: 2.887e-02, eta: 1 day, 17:49:39, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3336, top5_acc: 0.5734, loss_cls: 3.1050, loss: 3.1050, grad_norm: 3.4963 2020-07-27 01:09:20,697 - mmaction - INFO - Epoch [116][2760/3757] lr: 2.887e-02, eta: 1 day, 17:49:26, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3375, top5_acc: 0.5687, loss_cls: 3.0524, loss: 3.0524, grad_norm: 3.5781 2020-07-27 01:09:32,193 - mmaction - INFO - Epoch [116][2780/3757] lr: 2.887e-02, eta: 1 day, 17:49:13, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3516, top5_acc: 0.6062, loss_cls: 2.9529, loss: 2.9529, grad_norm: 3.4060 2020-07-27 01:09:43,650 - mmaction - INFO - Epoch [116][2800/3757] lr: 2.887e-02, eta: 1 day, 17:48:59, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3492, top5_acc: 0.6047, loss_cls: 2.9285, loss: 2.9285, grad_norm: 3.5382 2020-07-27 01:09:55,091 - mmaction - INFO - Epoch [116][2820/3757] lr: 2.887e-02, eta: 1 day, 17:48:46, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3609, top5_acc: 0.5805, loss_cls: 2.9382, loss: 2.9382, grad_norm: 3.5323 2020-07-27 01:10:06,514 - mmaction - INFO - Epoch [116][2840/3757] lr: 2.887e-02, eta: 1 day, 17:48:33, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3422, top5_acc: 0.5906, loss_cls: 3.0199, loss: 3.0199, grad_norm: 3.5923 2020-07-27 01:10:18,006 - mmaction - INFO - Epoch [116][2860/3757] lr: 2.887e-02, eta: 1 day, 17:48:20, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3414, top5_acc: 0.5922, loss_cls: 3.0537, loss: 3.0537, grad_norm: 3.5516 2020-07-27 01:10:29,483 - mmaction - INFO - Epoch [116][2880/3757] lr: 2.887e-02, eta: 1 day, 17:48:06, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3648, top5_acc: 0.5875, loss_cls: 2.9457, loss: 2.9457, grad_norm: 3.3990 2020-07-27 01:10:40,881 - mmaction - INFO - Epoch [116][2900/3757] lr: 2.887e-02, eta: 1 day, 17:47:53, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3352, top5_acc: 0.5906, loss_cls: 3.0295, loss: 3.0295, grad_norm: 3.5116 2020-07-27 01:10:52,421 - mmaction - INFO - Epoch [116][2920/3757] lr: 2.887e-02, eta: 1 day, 17:47:40, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3453, top5_acc: 0.5977, loss_cls: 2.9385, loss: 2.9385, grad_norm: 3.4468 2020-07-27 01:11:04,008 - mmaction - INFO - Epoch [116][2940/3757] lr: 2.887e-02, eta: 1 day, 17:47:27, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.3516, top5_acc: 0.5984, loss_cls: 3.0026, loss: 3.0026, grad_norm: 3.4815 2020-07-27 01:11:15,282 - mmaction - INFO - Epoch [116][2960/3757] lr: 2.887e-02, eta: 1 day, 17:47:13, time: 0.564, data_time: 0.002, memory: 5232, top1_acc: 0.3258, top5_acc: 0.5672, loss_cls: 3.0718, loss: 3.0718, grad_norm: 3.5637 2020-07-27 01:11:26,755 - mmaction - INFO - Epoch [116][2980/3757] lr: 2.887e-02, eta: 1 day, 17:47:00, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3414, top5_acc: 0.5750, loss_cls: 3.0813, loss: 3.0813, grad_norm: 3.6208 2020-07-27 01:11:38,154 - mmaction - INFO - Epoch [116][3000/3757] lr: 2.887e-02, eta: 1 day, 17:46:47, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3383, top5_acc: 0.5938, loss_cls: 3.0073, loss: 3.0073, grad_norm: 3.5622 2020-07-27 01:11:49,612 - mmaction - INFO - Epoch [116][3020/3757] lr: 2.887e-02, eta: 1 day, 17:46:33, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3344, top5_acc: 0.5867, loss_cls: 3.0362, loss: 3.0362, grad_norm: 3.5227 2020-07-27 01:12:00,990 - mmaction - INFO - Epoch [116][3040/3757] lr: 2.887e-02, eta: 1 day, 17:46:20, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3250, top5_acc: 0.5672, loss_cls: 3.1024, loss: 3.1024, grad_norm: 3.5270 2020-07-27 01:12:12,379 - mmaction - INFO - Epoch [116][3060/3757] lr: 2.887e-02, eta: 1 day, 17:46:07, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3180, top5_acc: 0.5711, loss_cls: 3.1260, loss: 3.1260, grad_norm: 3.4614 2020-07-27 01:12:23,841 - mmaction - INFO - Epoch [116][3080/3757] lr: 2.887e-02, eta: 1 day, 17:45:53, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3148, top5_acc: 0.5813, loss_cls: 3.0816, loss: 3.0816, grad_norm: 3.4195 2020-07-27 01:12:35,248 - mmaction - INFO - Epoch [116][3100/3757] lr: 2.887e-02, eta: 1 day, 17:45:40, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3469, top5_acc: 0.6023, loss_cls: 2.9847, loss: 2.9847, grad_norm: 3.4634 2020-07-27 01:12:46,743 - mmaction - INFO - Epoch [116][3120/3757] lr: 2.887e-02, eta: 1 day, 17:45:27, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3445, top5_acc: 0.5961, loss_cls: 3.0343, loss: 3.0343, grad_norm: 3.3819 2020-07-27 01:12:58,072 - mmaction - INFO - Epoch [116][3140/3757] lr: 2.887e-02, eta: 1 day, 17:45:13, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3320, top5_acc: 0.6055, loss_cls: 3.0204, loss: 3.0204, grad_norm: 3.5599 2020-07-27 01:13:09,387 - mmaction - INFO - Epoch [116][3160/3757] lr: 2.887e-02, eta: 1 day, 17:45:00, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5852, loss_cls: 3.0774, loss: 3.0774, grad_norm: 3.5432 2020-07-27 01:13:20,891 - mmaction - INFO - Epoch [116][3180/3757] lr: 2.887e-02, eta: 1 day, 17:44:47, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3242, top5_acc: 0.5750, loss_cls: 3.0989, loss: 3.0989, grad_norm: 3.6111 2020-07-27 01:13:32,214 - mmaction - INFO - Epoch [116][3200/3757] lr: 2.887e-02, eta: 1 day, 17:44:33, time: 0.566, data_time: 0.001, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5641, loss_cls: 3.1358, loss: 3.1358, grad_norm: 3.6649 2020-07-27 01:13:43,740 - mmaction - INFO - Epoch [116][3220/3757] lr: 2.887e-02, eta: 1 day, 17:44:20, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3453, top5_acc: 0.5898, loss_cls: 3.0049, loss: 3.0049, grad_norm: 3.4424 2020-07-27 01:13:55,175 - mmaction - INFO - Epoch [116][3240/3757] lr: 2.887e-02, eta: 1 day, 17:44:07, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3430, top5_acc: 0.6117, loss_cls: 2.8846, loss: 2.8846, grad_norm: 3.5752 2020-07-27 01:14:06,526 - mmaction - INFO - Epoch [116][3260/3757] lr: 2.887e-02, eta: 1 day, 17:43:54, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3180, top5_acc: 0.5430, loss_cls: 3.2077, loss: 3.2077, grad_norm: 3.5978 2020-07-27 01:14:18,024 - mmaction - INFO - Epoch [116][3280/3757] lr: 2.887e-02, eta: 1 day, 17:43:40, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3453, top5_acc: 0.5586, loss_cls: 3.1271, loss: 3.1271, grad_norm: 3.4362 2020-07-27 01:14:29,554 - mmaction - INFO - Epoch [116][3300/3757] lr: 2.887e-02, eta: 1 day, 17:43:27, time: 0.576, data_time: 0.001, memory: 5232, top1_acc: 0.3383, top5_acc: 0.5578, loss_cls: 3.0927, loss: 3.0927, grad_norm: 3.4664 2020-07-27 01:14:41,073 - mmaction - INFO - Epoch [116][3320/3757] lr: 2.887e-02, eta: 1 day, 17:43:14, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3430, top5_acc: 0.6000, loss_cls: 3.0100, loss: 3.0100, grad_norm: 3.4259 2020-07-27 01:14:52,522 - mmaction - INFO - Epoch [116][3340/3757] lr: 2.887e-02, eta: 1 day, 17:43:01, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5891, loss_cls: 3.0479, loss: 3.0479, grad_norm: 3.5292 2020-07-27 01:15:03,941 - mmaction - INFO - Epoch [116][3360/3757] lr: 2.887e-02, eta: 1 day, 17:42:47, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3406, top5_acc: 0.5773, loss_cls: 3.0200, loss: 3.0200, grad_norm: 3.5365 2020-07-27 01:15:15,577 - mmaction - INFO - Epoch [116][3380/3757] lr: 2.887e-02, eta: 1 day, 17:42:34, time: 0.581, data_time: 0.016, memory: 5232, top1_acc: 0.3320, top5_acc: 0.5805, loss_cls: 3.0689, loss: 3.0689, grad_norm: 3.5436 2020-07-27 01:15:27,015 - mmaction - INFO - Epoch [116][3400/3757] lr: 2.887e-02, eta: 1 day, 17:42:21, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3516, top5_acc: 0.5875, loss_cls: 2.9867, loss: 2.9867, grad_norm: 3.4945 2020-07-27 01:15:38,460 - mmaction - INFO - Epoch [116][3420/3757] lr: 2.887e-02, eta: 1 day, 17:42:08, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3453, top5_acc: 0.5859, loss_cls: 3.0524, loss: 3.0524, grad_norm: 3.5837 2020-07-27 01:15:49,932 - mmaction - INFO - Epoch [116][3440/3757] lr: 2.887e-02, eta: 1 day, 17:41:54, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.3398, top5_acc: 0.5984, loss_cls: 3.0092, loss: 3.0092, grad_norm: 3.5184 2020-07-27 01:16:01,284 - mmaction - INFO - Epoch [116][3460/3757] lr: 2.887e-02, eta: 1 day, 17:41:41, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5781, loss_cls: 3.0293, loss: 3.0293, grad_norm: 3.5153 2020-07-27 01:16:12,671 - mmaction - INFO - Epoch [116][3480/3757] lr: 2.887e-02, eta: 1 day, 17:41:28, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3594, top5_acc: 0.5914, loss_cls: 2.9824, loss: 2.9824, grad_norm: 3.5409 2020-07-27 01:16:24,259 - mmaction - INFO - Epoch [116][3500/3757] lr: 2.887e-02, eta: 1 day, 17:41:15, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.3414, top5_acc: 0.5828, loss_cls: 3.0570, loss: 3.0570, grad_norm: 3.6355 2020-07-27 01:16:35,697 - mmaction - INFO - Epoch [116][3520/3757] lr: 2.887e-02, eta: 1 day, 17:41:01, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3320, top5_acc: 0.5711, loss_cls: 3.1049, loss: 3.1049, grad_norm: 3.5651 2020-07-27 01:16:47,126 - mmaction - INFO - Epoch [116][3540/3757] lr: 2.887e-02, eta: 1 day, 17:40:48, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3242, top5_acc: 0.5758, loss_cls: 3.0711, loss: 3.0711, grad_norm: 3.5325 2020-07-27 01:16:58,541 - mmaction - INFO - Epoch [116][3560/3757] lr: 2.887e-02, eta: 1 day, 17:40:35, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3422, top5_acc: 0.5773, loss_cls: 3.1258, loss: 3.1258, grad_norm: 3.6565 2020-07-27 01:17:10,005 - mmaction - INFO - Epoch [116][3580/3757] lr: 2.887e-02, eta: 1 day, 17:40:21, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3688, top5_acc: 0.5867, loss_cls: 3.0218, loss: 3.0218, grad_norm: 3.4901 2020-07-27 01:17:21,520 - mmaction - INFO - Epoch [116][3600/3757] lr: 2.887e-02, eta: 1 day, 17:40:08, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3430, top5_acc: 0.5711, loss_cls: 3.0949, loss: 3.0949, grad_norm: 3.5767 2020-07-27 01:17:33,037 - mmaction - INFO - Epoch [116][3620/3757] lr: 2.887e-02, eta: 1 day, 17:39:55, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.3352, top5_acc: 0.5883, loss_cls: 3.0586, loss: 3.0586, grad_norm: 3.4868 2020-07-27 01:17:44,555 - mmaction - INFO - Epoch [116][3640/3757] lr: 2.887e-02, eta: 1 day, 17:39:42, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3391, top5_acc: 0.5867, loss_cls: 3.0097, loss: 3.0097, grad_norm: 3.5358 2020-07-27 01:17:55,932 - mmaction - INFO - Epoch [116][3660/3757] lr: 2.887e-02, eta: 1 day, 17:39:28, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3422, top5_acc: 0.5977, loss_cls: 2.9864, loss: 2.9864, grad_norm: 3.5488 2020-07-27 01:18:07,407 - mmaction - INFO - Epoch [116][3680/3757] lr: 2.887e-02, eta: 1 day, 17:39:15, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3352, top5_acc: 0.6055, loss_cls: 2.9457, loss: 2.9457, grad_norm: 3.6256 2020-07-27 01:18:18,846 - mmaction - INFO - Epoch [116][3700/3757] lr: 2.887e-02, eta: 1 day, 17:39:02, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3570, top5_acc: 0.6055, loss_cls: 2.9206, loss: 2.9206, grad_norm: 3.5322 2020-07-27 01:18:30,238 - mmaction - INFO - Epoch [116][3720/3757] lr: 2.887e-02, eta: 1 day, 17:38:49, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3453, top5_acc: 0.5906, loss_cls: 3.0128, loss: 3.0128, grad_norm: 3.5095 2020-07-27 01:18:41,604 - mmaction - INFO - Epoch [116][3740/3757] lr: 2.887e-02, eta: 1 day, 17:38:35, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.3445, top5_acc: 0.5687, loss_cls: 3.0870, loss: 3.0870, grad_norm: 3.5603 2020-07-27 01:22:37,253 - mmaction - INFO - Epoch [117][20/3757] lr: 2.808e-02, eta: 1 day, 17:40:47, time: 10.968, data_time: 10.304, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5820, loss_cls: 3.0561, loss: 3.0561, grad_norm: 3.4697 2020-07-27 01:22:48,610 - mmaction - INFO - Epoch [117][40/3757] lr: 2.808e-02, eta: 1 day, 17:40:34, time: 0.567, data_time: 0.005, memory: 5232, top1_acc: 0.3430, top5_acc: 0.5813, loss_cls: 2.9606, loss: 2.9606, grad_norm: 3.4961 2020-07-27 01:22:59,871 - mmaction - INFO - Epoch [117][60/3757] lr: 2.808e-02, eta: 1 day, 17:40:20, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.3539, top5_acc: 0.5992, loss_cls: 2.9247, loss: 2.9247, grad_norm: 3.4689 2020-07-27 01:23:11,130 - mmaction - INFO - Epoch [117][80/3757] lr: 2.808e-02, eta: 1 day, 17:40:07, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.3805, top5_acc: 0.6414, loss_cls: 2.7631, loss: 2.7631, grad_norm: 3.5260 2020-07-27 01:23:22,570 - mmaction - INFO - Epoch [117][100/3757] lr: 2.808e-02, eta: 1 day, 17:39:54, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3594, top5_acc: 0.6164, loss_cls: 2.8630, loss: 2.8630, grad_norm: 3.4612 2020-07-27 01:23:33,888 - mmaction - INFO - Epoch [117][120/3757] lr: 2.808e-02, eta: 1 day, 17:39:40, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3531, top5_acc: 0.6086, loss_cls: 2.9245, loss: 2.9245, grad_norm: 3.5755 2020-07-27 01:23:45,259 - mmaction - INFO - Epoch [117][140/3757] lr: 2.808e-02, eta: 1 day, 17:39:27, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3703, top5_acc: 0.6023, loss_cls: 2.9755, loss: 2.9755, grad_norm: 3.5137 2020-07-27 01:23:57,139 - mmaction - INFO - Epoch [117][160/3757] lr: 2.808e-02, eta: 1 day, 17:39:14, time: 0.594, data_time: 0.027, memory: 5232, top1_acc: 0.3594, top5_acc: 0.5984, loss_cls: 2.9714, loss: 2.9714, grad_norm: 3.4788 2020-07-27 01:24:08,523 - mmaction - INFO - Epoch [117][180/3757] lr: 2.808e-02, eta: 1 day, 17:39:01, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3328, top5_acc: 0.5930, loss_cls: 3.0129, loss: 3.0129, grad_norm: 3.5809 2020-07-27 01:24:24,121 - mmaction - INFO - Epoch [117][200/3757] lr: 2.808e-02, eta: 1 day, 17:38:51, time: 0.779, data_time: 0.158, memory: 5232, top1_acc: 0.3430, top5_acc: 0.6070, loss_cls: 3.0038, loss: 3.0038, grad_norm: 3.5974 2020-07-27 01:24:35,942 - mmaction - INFO - Epoch [117][220/3757] lr: 2.808e-02, eta: 1 day, 17:38:38, time: 0.591, data_time: 0.025, memory: 5232, top1_acc: 0.3508, top5_acc: 0.6203, loss_cls: 2.8903, loss: 2.8903, grad_norm: 3.4655 2020-07-27 01:24:47,654 - mmaction - INFO - Epoch [117][240/3757] lr: 2.808e-02, eta: 1 day, 17:38:24, time: 0.586, data_time: 0.014, memory: 5232, top1_acc: 0.3422, top5_acc: 0.6008, loss_cls: 2.9521, loss: 2.9521, grad_norm: 3.4423 2020-07-27 01:24:59,475 - mmaction - INFO - Epoch [117][260/3757] lr: 2.808e-02, eta: 1 day, 17:38:11, time: 0.591, data_time: 0.021, memory: 5232, top1_acc: 0.3422, top5_acc: 0.5914, loss_cls: 2.9255, loss: 2.9255, grad_norm: 3.5556 2020-07-27 01:25:11,151 - mmaction - INFO - Epoch [117][280/3757] lr: 2.808e-02, eta: 1 day, 17:37:58, time: 0.584, data_time: 0.015, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5852, loss_cls: 3.0370, loss: 3.0370, grad_norm: 3.5615 2020-07-27 01:25:22,554 - mmaction - INFO - Epoch [117][300/3757] lr: 2.808e-02, eta: 1 day, 17:37:45, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3484, top5_acc: 0.6047, loss_cls: 2.9819, loss: 2.9819, grad_norm: 3.6083 2020-07-27 01:25:34,018 - mmaction - INFO - Epoch [117][320/3757] lr: 2.808e-02, eta: 1 day, 17:37:32, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.5977, loss_cls: 2.9818, loss: 2.9818, grad_norm: 3.5917 2020-07-27 01:25:45,876 - mmaction - INFO - Epoch [117][340/3757] lr: 2.808e-02, eta: 1 day, 17:37:19, time: 0.593, data_time: 0.024, memory: 5232, top1_acc: 0.3570, top5_acc: 0.5984, loss_cls: 2.9632, loss: 2.9632, grad_norm: 3.5151 2020-07-27 01:25:57,691 - mmaction - INFO - Epoch [117][360/3757] lr: 2.808e-02, eta: 1 day, 17:37:06, time: 0.591, data_time: 0.018, memory: 5232, top1_acc: 0.3563, top5_acc: 0.5984, loss_cls: 2.9858, loss: 2.9858, grad_norm: 3.5446 2020-07-27 01:26:09,480 - mmaction - INFO - Epoch [117][380/3757] lr: 2.808e-02, eta: 1 day, 17:36:53, time: 0.590, data_time: 0.024, memory: 5232, top1_acc: 0.3508, top5_acc: 0.5945, loss_cls: 3.0128, loss: 3.0128, grad_norm: 3.6008 2020-07-27 01:26:21,255 - mmaction - INFO - Epoch [117][400/3757] lr: 2.808e-02, eta: 1 day, 17:36:40, time: 0.589, data_time: 0.021, memory: 5232, top1_acc: 0.3375, top5_acc: 0.5797, loss_cls: 3.0498, loss: 3.0498, grad_norm: 3.5838 2020-07-27 01:26:32,965 - mmaction - INFO - Epoch [117][420/3757] lr: 2.808e-02, eta: 1 day, 17:36:27, time: 0.585, data_time: 0.018, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5750, loss_cls: 3.0863, loss: 3.0863, grad_norm: 3.6948 2020-07-27 01:26:44,341 - mmaction - INFO - Epoch [117][440/3757] lr: 2.808e-02, eta: 1 day, 17:36:13, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3688, top5_acc: 0.5938, loss_cls: 2.9428, loss: 2.9428, grad_norm: 3.5106 2020-07-27 01:26:55,816 - mmaction - INFO - Epoch [117][460/3757] lr: 2.808e-02, eta: 1 day, 17:36:00, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3461, top5_acc: 0.5984, loss_cls: 2.9563, loss: 2.9563, grad_norm: 3.4729 2020-07-27 01:27:07,336 - mmaction - INFO - Epoch [117][480/3757] lr: 2.808e-02, eta: 1 day, 17:35:47, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3305, top5_acc: 0.5672, loss_cls: 3.0781, loss: 3.0781, grad_norm: 3.5794 2020-07-27 01:27:19,094 - mmaction - INFO - Epoch [117][500/3757] lr: 2.808e-02, eta: 1 day, 17:35:34, time: 0.588, data_time: 0.021, memory: 5232, top1_acc: 0.3508, top5_acc: 0.5930, loss_cls: 2.9755, loss: 2.9755, grad_norm: 3.4866 2020-07-27 01:27:30,890 - mmaction - INFO - Epoch [117][520/3757] lr: 2.808e-02, eta: 1 day, 17:35:21, time: 0.590, data_time: 0.019, memory: 5232, top1_acc: 0.3375, top5_acc: 0.5859, loss_cls: 3.0280, loss: 3.0280, grad_norm: 3.5561 2020-07-27 01:27:42,727 - mmaction - INFO - Epoch [117][540/3757] lr: 2.808e-02, eta: 1 day, 17:35:08, time: 0.591, data_time: 0.023, memory: 5232, top1_acc: 0.3367, top5_acc: 0.5813, loss_cls: 3.0118, loss: 3.0118, grad_norm: 3.5286 2020-07-27 01:27:54,552 - mmaction - INFO - Epoch [117][560/3757] lr: 2.808e-02, eta: 1 day, 17:34:55, time: 0.592, data_time: 0.020, memory: 5232, top1_acc: 0.3242, top5_acc: 0.5992, loss_cls: 3.0408, loss: 3.0408, grad_norm: 3.5753 2020-07-27 01:28:06,296 - mmaction - INFO - Epoch [117][580/3757] lr: 2.808e-02, eta: 1 day, 17:34:42, time: 0.587, data_time: 0.022, memory: 5232, top1_acc: 0.3391, top5_acc: 0.5906, loss_cls: 3.0517, loss: 3.0517, grad_norm: 3.5804 2020-07-27 01:28:17,914 - mmaction - INFO - Epoch [117][600/3757] lr: 2.808e-02, eta: 1 day, 17:34:28, time: 0.580, data_time: 0.003, memory: 5232, top1_acc: 0.3578, top5_acc: 0.6148, loss_cls: 2.9370, loss: 2.9370, grad_norm: 3.5426 2020-07-27 01:28:29,286 - mmaction - INFO - Epoch [117][620/3757] lr: 2.808e-02, eta: 1 day, 17:34:15, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3555, top5_acc: 0.5945, loss_cls: 2.9729, loss: 2.9729, grad_norm: 3.4522 2020-07-27 01:28:40,679 - mmaction - INFO - Epoch [117][640/3757] lr: 2.808e-02, eta: 1 day, 17:34:02, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.3422, top5_acc: 0.5859, loss_cls: 3.0109, loss: 3.0109, grad_norm: 3.4697 2020-07-27 01:28:52,505 - mmaction - INFO - Epoch [117][660/3757] lr: 2.808e-02, eta: 1 day, 17:33:49, time: 0.591, data_time: 0.022, memory: 5232, top1_acc: 0.3359, top5_acc: 0.5883, loss_cls: 3.0138, loss: 3.0138, grad_norm: 3.5377 2020-07-27 01:29:04,258 - mmaction - INFO - Epoch [117][680/3757] lr: 2.808e-02, eta: 1 day, 17:33:36, time: 0.587, data_time: 0.016, memory: 5232, top1_acc: 0.3461, top5_acc: 0.5703, loss_cls: 3.1086, loss: 3.1086, grad_norm: 3.5178 2020-07-27 01:29:16,219 - mmaction - INFO - Epoch [117][700/3757] lr: 2.808e-02, eta: 1 day, 17:33:23, time: 0.598, data_time: 0.025, memory: 5232, top1_acc: 0.3422, top5_acc: 0.5906, loss_cls: 3.0067, loss: 3.0067, grad_norm: 3.4987 2020-07-27 01:29:27,895 - mmaction - INFO - Epoch [117][720/3757] lr: 2.808e-02, eta: 1 day, 17:33:10, time: 0.585, data_time: 0.017, memory: 5232, top1_acc: 0.3461, top5_acc: 0.5914, loss_cls: 3.0271, loss: 3.0271, grad_norm: 3.4640 2020-07-27 01:29:39,677 - mmaction - INFO - Epoch [117][740/3757] lr: 2.808e-02, eta: 1 day, 17:32:57, time: 0.589, data_time: 0.023, memory: 5232, top1_acc: 0.3484, top5_acc: 0.6062, loss_cls: 2.9582, loss: 2.9582, grad_norm: 3.4912 2020-07-27 01:29:51,145 - mmaction - INFO - Epoch [117][760/3757] lr: 2.808e-02, eta: 1 day, 17:32:43, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3430, top5_acc: 0.5906, loss_cls: 3.0573, loss: 3.0573, grad_norm: 3.5556 2020-07-27 01:30:02,590 - mmaction - INFO - Epoch [117][780/3757] lr: 2.808e-02, eta: 1 day, 17:32:30, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3438, top5_acc: 0.5945, loss_cls: 2.9881, loss: 2.9881, grad_norm: 3.4717 2020-07-27 01:30:13,929 - mmaction - INFO - Epoch [117][800/3757] lr: 2.808e-02, eta: 1 day, 17:32:17, time: 0.567, data_time: 0.005, memory: 5232, top1_acc: 0.3461, top5_acc: 0.5930, loss_cls: 2.9961, loss: 2.9961, grad_norm: 3.4689 2020-07-27 01:30:25,612 - mmaction - INFO - Epoch [117][820/3757] lr: 2.808e-02, eta: 1 day, 17:32:04, time: 0.584, data_time: 0.015, memory: 5232, top1_acc: 0.3453, top5_acc: 0.5727, loss_cls: 3.0434, loss: 3.0434, grad_norm: 3.4248 2020-07-27 01:30:37,324 - mmaction - INFO - Epoch [117][840/3757] lr: 2.808e-02, eta: 1 day, 17:31:51, time: 0.586, data_time: 0.023, memory: 5232, top1_acc: 0.3664, top5_acc: 0.6164, loss_cls: 2.8910, loss: 2.8910, grad_norm: 3.4810 2020-07-27 01:30:49,082 - mmaction - INFO - Epoch [117][860/3757] lr: 2.808e-02, eta: 1 day, 17:31:37, time: 0.587, data_time: 0.016, memory: 5232, top1_acc: 0.3648, top5_acc: 0.5945, loss_cls: 2.9545, loss: 2.9545, grad_norm: 3.5473 2020-07-27 01:31:00,915 - mmaction - INFO - Epoch [117][880/3757] lr: 2.808e-02, eta: 1 day, 17:31:25, time: 0.592, data_time: 0.026, memory: 5232, top1_acc: 0.3477, top5_acc: 0.5766, loss_cls: 3.0265, loss: 3.0265, grad_norm: 3.6192 2020-07-27 01:31:12,730 - mmaction - INFO - Epoch [117][900/3757] lr: 2.808e-02, eta: 1 day, 17:31:12, time: 0.591, data_time: 0.016, memory: 5232, top1_acc: 0.3648, top5_acc: 0.5984, loss_cls: 2.9624, loss: 2.9624, grad_norm: 3.4679 2020-07-27 01:31:24,105 - mmaction - INFO - Epoch [117][920/3757] lr: 2.808e-02, eta: 1 day, 17:30:58, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3406, top5_acc: 0.5906, loss_cls: 3.0263, loss: 3.0263, grad_norm: 3.5687 2020-07-27 01:31:35,592 - mmaction - INFO - Epoch [117][940/3757] lr: 2.808e-02, eta: 1 day, 17:30:45, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3336, top5_acc: 0.5719, loss_cls: 3.1114, loss: 3.1114, grad_norm: 3.5544 2020-07-27 01:31:47,506 - mmaction - INFO - Epoch [117][960/3757] lr: 2.808e-02, eta: 1 day, 17:30:32, time: 0.595, data_time: 0.024, memory: 5232, top1_acc: 0.3539, top5_acc: 0.5898, loss_cls: 2.9954, loss: 2.9954, grad_norm: 3.4923 2020-07-27 01:31:59,196 - mmaction - INFO - Epoch [117][980/3757] lr: 2.808e-02, eta: 1 day, 17:30:19, time: 0.585, data_time: 0.014, memory: 5232, top1_acc: 0.3516, top5_acc: 0.5961, loss_cls: 3.0299, loss: 3.0299, grad_norm: 3.5187 2020-07-27 01:32:11,035 - mmaction - INFO - Epoch [117][1000/3757] lr: 2.808e-02, eta: 1 day, 17:30:06, time: 0.592, data_time: 0.025, memory: 5232, top1_acc: 0.3453, top5_acc: 0.6055, loss_cls: 2.9933, loss: 2.9933, grad_norm: 3.4685 2020-07-27 01:32:23,009 - mmaction - INFO - Epoch [117][1020/3757] lr: 2.808e-02, eta: 1 day, 17:29:53, time: 0.598, data_time: 0.025, memory: 5232, top1_acc: 0.3336, top5_acc: 0.5953, loss_cls: 3.0342, loss: 3.0342, grad_norm: 3.6662 2020-07-27 01:32:34,776 - mmaction - INFO - Epoch [117][1040/3757] lr: 2.808e-02, eta: 1 day, 17:29:40, time: 0.589, data_time: 0.015, memory: 5232, top1_acc: 0.3594, top5_acc: 0.6062, loss_cls: 2.9148, loss: 2.9148, grad_norm: 3.4569 2020-07-27 01:32:46,315 - mmaction - INFO - Epoch [117][1060/3757] lr: 2.808e-02, eta: 1 day, 17:29:27, time: 0.577, data_time: 0.002, memory: 5232, top1_acc: 0.3469, top5_acc: 0.5961, loss_cls: 2.9511, loss: 2.9511, grad_norm: 3.5424 2020-07-27 01:32:57,683 - mmaction - INFO - Epoch [117][1080/3757] lr: 2.808e-02, eta: 1 day, 17:29:13, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3508, top5_acc: 0.5813, loss_cls: 3.0217, loss: 3.0217, grad_norm: 3.5754 2020-07-27 01:33:09,028 - mmaction - INFO - Epoch [117][1100/3757] lr: 2.808e-02, eta: 1 day, 17:29:00, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3336, top5_acc: 0.5750, loss_cls: 3.1097, loss: 3.1097, grad_norm: 3.5963 2020-07-27 01:33:20,560 - mmaction - INFO - Epoch [117][1120/3757] lr: 2.808e-02, eta: 1 day, 17:28:47, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3555, top5_acc: 0.6094, loss_cls: 2.9284, loss: 2.9284, grad_norm: 3.4741 2020-07-27 01:33:31,843 - mmaction - INFO - Epoch [117][1140/3757] lr: 2.808e-02, eta: 1 day, 17:28:33, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.3523, top5_acc: 0.5820, loss_cls: 3.0477, loss: 3.0477, grad_norm: 3.4699 2020-07-27 01:33:43,333 - mmaction - INFO - Epoch [117][1160/3757] lr: 2.808e-02, eta: 1 day, 17:28:20, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3430, top5_acc: 0.5695, loss_cls: 3.0473, loss: 3.0473, grad_norm: 3.6101 2020-07-27 01:33:54,689 - mmaction - INFO - Epoch [117][1180/3757] lr: 2.808e-02, eta: 1 day, 17:28:07, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.3625, top5_acc: 0.5953, loss_cls: 2.9282, loss: 2.9282, grad_norm: 3.4255 2020-07-27 01:34:06,026 - mmaction - INFO - Epoch [117][1200/3757] lr: 2.808e-02, eta: 1 day, 17:27:53, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3398, top5_acc: 0.5813, loss_cls: 3.0337, loss: 3.0337, grad_norm: 3.4147 2020-07-27 01:34:17,481 - mmaction - INFO - Epoch [117][1220/3757] lr: 2.808e-02, eta: 1 day, 17:27:40, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3563, top5_acc: 0.6281, loss_cls: 2.9060, loss: 2.9060, grad_norm: 3.5608 2020-07-27 01:34:29,273 - mmaction - INFO - Epoch [117][1240/3757] lr: 2.808e-02, eta: 1 day, 17:27:27, time: 0.590, data_time: 0.022, memory: 5232, top1_acc: 0.3266, top5_acc: 0.5766, loss_cls: 3.0784, loss: 3.0784, grad_norm: 3.7095 2020-07-27 01:34:40,678 - mmaction - INFO - Epoch [117][1260/3757] lr: 2.808e-02, eta: 1 day, 17:27:14, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3344, top5_acc: 0.5945, loss_cls: 2.9932, loss: 2.9932, grad_norm: 3.5592 2020-07-27 01:34:52,101 - mmaction - INFO - Epoch [117][1280/3757] lr: 2.808e-02, eta: 1 day, 17:27:01, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3133, top5_acc: 0.5547, loss_cls: 3.1686, loss: 3.1686, grad_norm: 3.5897 2020-07-27 01:35:03,539 - mmaction - INFO - Epoch [117][1300/3757] lr: 2.808e-02, eta: 1 day, 17:26:47, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3555, top5_acc: 0.5891, loss_cls: 2.9931, loss: 2.9931, grad_norm: 3.4814 2020-07-27 01:35:15,022 - mmaction - INFO - Epoch [117][1320/3757] lr: 2.808e-02, eta: 1 day, 17:26:34, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5852, loss_cls: 3.0636, loss: 3.0636, grad_norm: 3.5700 2020-07-27 01:35:26,388 - mmaction - INFO - Epoch [117][1340/3757] lr: 2.808e-02, eta: 1 day, 17:26:21, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5594, loss_cls: 3.1336, loss: 3.1336, grad_norm: 3.5412 2020-07-27 01:35:37,871 - mmaction - INFO - Epoch [117][1360/3757] lr: 2.808e-02, eta: 1 day, 17:26:07, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3312, top5_acc: 0.6008, loss_cls: 3.0002, loss: 3.0002, grad_norm: 3.4428 2020-07-27 01:35:49,335 - mmaction - INFO - Epoch [117][1380/3757] lr: 2.808e-02, eta: 1 day, 17:25:54, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3484, top5_acc: 0.5969, loss_cls: 2.9439, loss: 2.9439, grad_norm: 3.5471 2020-07-27 01:36:00,821 - mmaction - INFO - Epoch [117][1400/3757] lr: 2.808e-02, eta: 1 day, 17:25:41, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3344, top5_acc: 0.5977, loss_cls: 2.9701, loss: 2.9701, grad_norm: 3.4997 2020-07-27 01:36:12,285 - mmaction - INFO - Epoch [117][1420/3757] lr: 2.808e-02, eta: 1 day, 17:25:28, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.3461, top5_acc: 0.5938, loss_cls: 2.9682, loss: 2.9682, grad_norm: 3.5846 2020-07-27 01:36:23,752 - mmaction - INFO - Epoch [117][1440/3757] lr: 2.808e-02, eta: 1 day, 17:25:14, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3492, top5_acc: 0.5875, loss_cls: 3.0086, loss: 3.0086, grad_norm: 3.5735 2020-07-27 01:36:35,146 - mmaction - INFO - Epoch [117][1460/3757] lr: 2.808e-02, eta: 1 day, 17:25:01, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5805, loss_cls: 3.0825, loss: 3.0825, grad_norm: 3.6295 2020-07-27 01:36:46,576 - mmaction - INFO - Epoch [117][1480/3757] lr: 2.808e-02, eta: 1 day, 17:24:48, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.3453, top5_acc: 0.5750, loss_cls: 3.0466, loss: 3.0466, grad_norm: 3.5144 2020-07-27 01:36:58,070 - mmaction - INFO - Epoch [117][1500/3757] lr: 2.808e-02, eta: 1 day, 17:24:34, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3477, top5_acc: 0.5961, loss_cls: 3.0091, loss: 3.0091, grad_norm: 3.4058 2020-07-27 01:37:09,549 - mmaction - INFO - Epoch [117][1520/3757] lr: 2.808e-02, eta: 1 day, 17:24:21, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3516, top5_acc: 0.6062, loss_cls: 2.9748, loss: 2.9748, grad_norm: 3.4868 2020-07-27 01:37:21,011 - mmaction - INFO - Epoch [117][1540/3757] lr: 2.808e-02, eta: 1 day, 17:24:08, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.3539, top5_acc: 0.5938, loss_cls: 2.9613, loss: 2.9613, grad_norm: 3.5344 2020-07-27 01:37:32,431 - mmaction - INFO - Epoch [117][1560/3757] lr: 2.808e-02, eta: 1 day, 17:23:55, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3516, top5_acc: 0.5766, loss_cls: 3.0037, loss: 3.0037, grad_norm: 3.6038 2020-07-27 01:37:44,220 - mmaction - INFO - Epoch [117][1580/3757] lr: 2.808e-02, eta: 1 day, 17:23:42, time: 0.589, data_time: 0.023, memory: 5232, top1_acc: 0.3359, top5_acc: 0.5883, loss_cls: 3.0244, loss: 3.0244, grad_norm: 3.5011 2020-07-27 01:37:55,586 - mmaction - INFO - Epoch [117][1600/3757] lr: 2.808e-02, eta: 1 day, 17:23:28, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3242, top5_acc: 0.5734, loss_cls: 3.0794, loss: 3.0794, grad_norm: 3.5792 2020-07-27 01:38:07,007 - mmaction - INFO - Epoch [117][1620/3757] lr: 2.808e-02, eta: 1 day, 17:23:15, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3336, top5_acc: 0.5633, loss_cls: 3.1138, loss: 3.1138, grad_norm: 3.4747 2020-07-27 01:38:18,383 - mmaction - INFO - Epoch [117][1640/3757] lr: 2.808e-02, eta: 1 day, 17:23:02, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3492, top5_acc: 0.5742, loss_cls: 3.1088, loss: 3.1088, grad_norm: 3.5461 2020-07-27 01:38:29,780 - mmaction - INFO - Epoch [117][1660/3757] lr: 2.808e-02, eta: 1 day, 17:22:48, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3680, top5_acc: 0.6078, loss_cls: 2.9031, loss: 2.9031, grad_norm: 3.5480 2020-07-27 01:38:41,171 - mmaction - INFO - Epoch [117][1680/3757] lr: 2.808e-02, eta: 1 day, 17:22:35, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3555, top5_acc: 0.5914, loss_cls: 3.0079, loss: 3.0079, grad_norm: 3.4442 2020-07-27 01:38:52,606 - mmaction - INFO - Epoch [117][1700/3757] lr: 2.808e-02, eta: 1 day, 17:22:22, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3359, top5_acc: 0.5984, loss_cls: 2.9994, loss: 2.9994, grad_norm: 3.4753 2020-07-27 01:39:04,116 - mmaction - INFO - Epoch [117][1720/3757] lr: 2.808e-02, eta: 1 day, 17:22:08, time: 0.575, data_time: 0.014, memory: 5232, top1_acc: 0.3695, top5_acc: 0.6164, loss_cls: 2.9158, loss: 2.9158, grad_norm: 3.5814 2020-07-27 01:39:15,501 - mmaction - INFO - Epoch [117][1740/3757] lr: 2.808e-02, eta: 1 day, 17:21:55, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3336, top5_acc: 0.5914, loss_cls: 3.0533, loss: 3.0533, grad_norm: 3.6251 2020-07-27 01:39:26,860 - mmaction - INFO - Epoch [117][1760/3757] lr: 2.808e-02, eta: 1 day, 17:21:42, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3430, top5_acc: 0.5695, loss_cls: 3.0400, loss: 3.0400, grad_norm: 3.5420 2020-07-27 01:39:38,207 - mmaction - INFO - Epoch [117][1780/3757] lr: 2.808e-02, eta: 1 day, 17:21:28, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5594, loss_cls: 3.1530, loss: 3.1530, grad_norm: 3.5383 2020-07-27 01:39:49,620 - mmaction - INFO - Epoch [117][1800/3757] lr: 2.808e-02, eta: 1 day, 17:21:15, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3242, top5_acc: 0.5664, loss_cls: 3.1355, loss: 3.1355, grad_norm: 3.4692 2020-07-27 01:40:01,023 - mmaction - INFO - Epoch [117][1820/3757] lr: 2.808e-02, eta: 1 day, 17:21:02, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.3438, top5_acc: 0.5891, loss_cls: 3.0572, loss: 3.0572, grad_norm: 3.5247 2020-07-27 01:40:12,552 - mmaction - INFO - Epoch [117][1840/3757] lr: 2.808e-02, eta: 1 day, 17:20:49, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3617, top5_acc: 0.6016, loss_cls: 2.9854, loss: 2.9854, grad_norm: 3.4860 2020-07-27 01:40:24,157 - mmaction - INFO - Epoch [117][1860/3757] lr: 2.808e-02, eta: 1 day, 17:20:35, time: 0.580, data_time: 0.017, memory: 5232, top1_acc: 0.3398, top5_acc: 0.5664, loss_cls: 3.0679, loss: 3.0679, grad_norm: 3.4510 2020-07-27 01:40:35,607 - mmaction - INFO - Epoch [117][1880/3757] lr: 2.808e-02, eta: 1 day, 17:20:22, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3633, top5_acc: 0.5938, loss_cls: 2.9829, loss: 2.9829, grad_norm: 3.4655 2020-07-27 01:40:46,969 - mmaction - INFO - Epoch [117][1900/3757] lr: 2.808e-02, eta: 1 day, 17:20:09, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3305, top5_acc: 0.5977, loss_cls: 3.0462, loss: 3.0462, grad_norm: 3.7232 2020-07-27 01:40:58,402 - mmaction - INFO - Epoch [117][1920/3757] lr: 2.808e-02, eta: 1 day, 17:19:55, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3344, top5_acc: 0.5813, loss_cls: 3.0505, loss: 3.0505, grad_norm: 3.5261 2020-07-27 01:41:09,822 - mmaction - INFO - Epoch [117][1940/3757] lr: 2.808e-02, eta: 1 day, 17:19:42, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3531, top5_acc: 0.5867, loss_cls: 3.0060, loss: 3.0060, grad_norm: 3.4705 2020-07-27 01:41:21,198 - mmaction - INFO - Epoch [117][1960/3757] lr: 2.808e-02, eta: 1 day, 17:19:29, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.3344, top5_acc: 0.5727, loss_cls: 3.0672, loss: 3.0672, grad_norm: 3.5592 2020-07-27 01:41:32,692 - mmaction - INFO - Epoch [117][1980/3757] lr: 2.808e-02, eta: 1 day, 17:19:16, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3523, top5_acc: 0.5773, loss_cls: 3.0440, loss: 3.0440, grad_norm: 3.5075 2020-07-27 01:41:44,135 - mmaction - INFO - Epoch [117][2000/3757] lr: 2.808e-02, eta: 1 day, 17:19:02, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3469, top5_acc: 0.5852, loss_cls: 3.0046, loss: 3.0046, grad_norm: 3.6158 2020-07-27 01:41:55,524 - mmaction - INFO - Epoch [117][2020/3757] lr: 2.808e-02, eta: 1 day, 17:18:49, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3469, top5_acc: 0.6023, loss_cls: 2.9587, loss: 2.9587, grad_norm: 3.4923 2020-07-27 01:42:06,899 - mmaction - INFO - Epoch [117][2040/3757] lr: 2.808e-02, eta: 1 day, 17:18:36, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3391, top5_acc: 0.5828, loss_cls: 2.9856, loss: 2.9856, grad_norm: 3.5820 2020-07-27 01:42:18,482 - mmaction - INFO - Epoch [117][2060/3757] lr: 2.808e-02, eta: 1 day, 17:18:23, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5617, loss_cls: 3.1233, loss: 3.1233, grad_norm: 3.6109 2020-07-27 01:42:29,935 - mmaction - INFO - Epoch [117][2080/3757] lr: 2.808e-02, eta: 1 day, 17:18:09, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3258, top5_acc: 0.5875, loss_cls: 3.0270, loss: 3.0270, grad_norm: 3.5227 2020-07-27 01:42:41,376 - mmaction - INFO - Epoch [117][2100/3757] lr: 2.808e-02, eta: 1 day, 17:17:56, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3492, top5_acc: 0.5945, loss_cls: 3.0038, loss: 3.0038, grad_norm: 3.4929 2020-07-27 01:42:52,769 - mmaction - INFO - Epoch [117][2120/3757] lr: 2.808e-02, eta: 1 day, 17:17:43, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.5914, loss_cls: 2.9752, loss: 2.9752, grad_norm: 3.4707 2020-07-27 01:43:04,286 - mmaction - INFO - Epoch [117][2140/3757] lr: 2.808e-02, eta: 1 day, 17:17:29, time: 0.575, data_time: 0.002, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5859, loss_cls: 3.0784, loss: 3.0784, grad_norm: 3.5900 2020-07-27 01:43:15,666 - mmaction - INFO - Epoch [117][2160/3757] lr: 2.808e-02, eta: 1 day, 17:17:16, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3391, top5_acc: 0.6133, loss_cls: 2.9337, loss: 2.9337, grad_norm: 3.5139 2020-07-27 01:43:27,071 - mmaction - INFO - Epoch [117][2180/3757] lr: 2.808e-02, eta: 1 day, 17:17:03, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3414, top5_acc: 0.5734, loss_cls: 3.0567, loss: 3.0567, grad_norm: 3.5463 2020-07-27 01:43:38,484 - mmaction - INFO - Epoch [117][2200/3757] lr: 2.808e-02, eta: 1 day, 17:16:49, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3422, top5_acc: 0.5875, loss_cls: 3.0303, loss: 3.0303, grad_norm: 3.5958 2020-07-27 01:43:49,978 - mmaction - INFO - Epoch [117][2220/3757] lr: 2.808e-02, eta: 1 day, 17:16:36, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3508, top5_acc: 0.5953, loss_cls: 2.9666, loss: 2.9666, grad_norm: 3.5071 2020-07-27 01:44:01,443 - mmaction - INFO - Epoch [117][2240/3757] lr: 2.808e-02, eta: 1 day, 17:16:23, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3305, top5_acc: 0.5789, loss_cls: 3.0358, loss: 3.0358, grad_norm: 3.6413 2020-07-27 01:44:12,785 - mmaction - INFO - Epoch [117][2260/3757] lr: 2.808e-02, eta: 1 day, 17:16:10, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.3695, top5_acc: 0.6180, loss_cls: 2.8879, loss: 2.8879, grad_norm: 3.4666 2020-07-27 01:44:24,289 - mmaction - INFO - Epoch [117][2280/3757] lr: 2.808e-02, eta: 1 day, 17:15:56, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3422, top5_acc: 0.5781, loss_cls: 3.0692, loss: 3.0692, grad_norm: 3.6759 2020-07-27 01:44:35,715 - mmaction - INFO - Epoch [117][2300/3757] lr: 2.808e-02, eta: 1 day, 17:15:43, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5734, loss_cls: 3.0860, loss: 3.0860, grad_norm: 3.5647 2020-07-27 01:44:47,136 - mmaction - INFO - Epoch [117][2320/3757] lr: 2.808e-02, eta: 1 day, 17:15:30, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3516, top5_acc: 0.5820, loss_cls: 3.0679, loss: 3.0679, grad_norm: 3.5556 2020-07-27 01:44:58,546 - mmaction - INFO - Epoch [117][2340/3757] lr: 2.808e-02, eta: 1 day, 17:15:17, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3461, top5_acc: 0.5906, loss_cls: 3.0370, loss: 3.0370, grad_norm: 3.5415 2020-07-27 01:45:09,950 - mmaction - INFO - Epoch [117][2360/3757] lr: 2.808e-02, eta: 1 day, 17:15:03, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3406, top5_acc: 0.5922, loss_cls: 3.0254, loss: 3.0254, grad_norm: 3.4664 2020-07-27 01:45:21,371 - mmaction - INFO - Epoch [117][2380/3757] lr: 2.808e-02, eta: 1 day, 17:14:50, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5938, loss_cls: 3.0176, loss: 3.0176, grad_norm: 3.6132 2020-07-27 01:45:32,803 - mmaction - INFO - Epoch [117][2400/3757] lr: 2.808e-02, eta: 1 day, 17:14:37, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3461, top5_acc: 0.5867, loss_cls: 3.0149, loss: 3.0149, grad_norm: 3.5887 2020-07-27 01:45:44,218 - mmaction - INFO - Epoch [117][2420/3757] lr: 2.808e-02, eta: 1 day, 17:14:23, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5828, loss_cls: 3.0401, loss: 3.0401, grad_norm: 3.4081 2020-07-27 01:45:55,669 - mmaction - INFO - Epoch [117][2440/3757] lr: 2.808e-02, eta: 1 day, 17:14:10, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3578, top5_acc: 0.5828, loss_cls: 2.9664, loss: 2.9664, grad_norm: 3.4479 2020-07-27 01:46:07,118 - mmaction - INFO - Epoch [117][2460/3757] lr: 2.808e-02, eta: 1 day, 17:13:57, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.3461, top5_acc: 0.5781, loss_cls: 3.0297, loss: 3.0297, grad_norm: 3.5550 2020-07-27 01:46:18,464 - mmaction - INFO - Epoch [117][2480/3757] lr: 2.808e-02, eta: 1 day, 17:13:43, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3578, top5_acc: 0.6094, loss_cls: 2.9099, loss: 2.9099, grad_norm: 3.5295 2020-07-27 01:46:29,722 - mmaction - INFO - Epoch [117][2500/3757] lr: 2.808e-02, eta: 1 day, 17:13:30, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.3406, top5_acc: 0.5773, loss_cls: 3.0696, loss: 3.0696, grad_norm: 3.6662 2020-07-27 01:46:41,057 - mmaction - INFO - Epoch [117][2520/3757] lr: 2.808e-02, eta: 1 day, 17:13:17, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3695, top5_acc: 0.6008, loss_cls: 2.9679, loss: 2.9679, grad_norm: 3.5388 2020-07-27 01:46:52,514 - mmaction - INFO - Epoch [117][2540/3757] lr: 2.808e-02, eta: 1 day, 17:13:03, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3148, top5_acc: 0.5859, loss_cls: 3.0985, loss: 3.0985, grad_norm: 3.6722 2020-07-27 01:47:03,942 - mmaction - INFO - Epoch [117][2560/3757] lr: 2.808e-02, eta: 1 day, 17:12:50, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5867, loss_cls: 3.0449, loss: 3.0449, grad_norm: 3.5293 2020-07-27 01:47:19,011 - mmaction - INFO - Epoch [117][2580/3757] lr: 2.808e-02, eta: 1 day, 17:12:40, time: 0.753, data_time: 0.180, memory: 5232, top1_acc: 0.3477, top5_acc: 0.5750, loss_cls: 3.0465, loss: 3.0465, grad_norm: 3.4846 2020-07-27 01:47:30,795 - mmaction - INFO - Epoch [117][2600/3757] lr: 2.808e-02, eta: 1 day, 17:12:27, time: 0.590, data_time: 0.025, memory: 5232, top1_acc: 0.3594, top5_acc: 0.5938, loss_cls: 2.9495, loss: 2.9495, grad_norm: 3.4856 2020-07-27 01:47:42,609 - mmaction - INFO - Epoch [117][2620/3757] lr: 2.808e-02, eta: 1 day, 17:12:14, time: 0.590, data_time: 0.014, memory: 5232, top1_acc: 0.3570, top5_acc: 0.5961, loss_cls: 3.0019, loss: 3.0019, grad_norm: 3.5443 2020-07-27 01:47:54,434 - mmaction - INFO - Epoch [117][2640/3757] lr: 2.808e-02, eta: 1 day, 17:12:01, time: 0.591, data_time: 0.023, memory: 5232, top1_acc: 0.3406, top5_acc: 0.5898, loss_cls: 3.0449, loss: 3.0449, grad_norm: 3.5413 2020-07-27 01:48:06,285 - mmaction - INFO - Epoch [117][2660/3757] lr: 2.808e-02, eta: 1 day, 17:11:48, time: 0.592, data_time: 0.024, memory: 5232, top1_acc: 0.3148, top5_acc: 0.5875, loss_cls: 3.0882, loss: 3.0882, grad_norm: 3.5892 2020-07-27 01:48:17,655 - mmaction - INFO - Epoch [117][2680/3757] lr: 2.808e-02, eta: 1 day, 17:11:34, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3281, top5_acc: 0.5984, loss_cls: 2.9564, loss: 2.9564, grad_norm: 3.5297 2020-07-27 01:48:29,054 - mmaction - INFO - Epoch [117][2700/3757] lr: 2.808e-02, eta: 1 day, 17:11:21, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3602, top5_acc: 0.6148, loss_cls: 2.9341, loss: 2.9341, grad_norm: 3.4655 2020-07-27 01:48:40,469 - mmaction - INFO - Epoch [117][2720/3757] lr: 2.808e-02, eta: 1 day, 17:11:08, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3578, top5_acc: 0.6109, loss_cls: 2.9071, loss: 2.9071, grad_norm: 3.5642 2020-07-27 01:48:51,847 - mmaction - INFO - Epoch [117][2740/3757] lr: 2.808e-02, eta: 1 day, 17:10:54, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3469, top5_acc: 0.6141, loss_cls: 2.9915, loss: 2.9915, grad_norm: 3.5748 2020-07-27 01:49:03,324 - mmaction - INFO - Epoch [117][2760/3757] lr: 2.808e-02, eta: 1 day, 17:10:41, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3430, top5_acc: 0.5898, loss_cls: 3.0978, loss: 3.0978, grad_norm: 3.5963 2020-07-27 01:49:14,778 - mmaction - INFO - Epoch [117][2780/3757] lr: 2.808e-02, eta: 1 day, 17:10:28, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3438, top5_acc: 0.5906, loss_cls: 2.9941, loss: 2.9941, grad_norm: 3.5391 2020-07-27 01:49:26,253 - mmaction - INFO - Epoch [117][2800/3757] lr: 2.808e-02, eta: 1 day, 17:10:15, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3414, top5_acc: 0.5883, loss_cls: 2.9839, loss: 2.9839, grad_norm: 3.6173 2020-07-27 01:49:37,738 - mmaction - INFO - Epoch [117][2820/3757] lr: 2.808e-02, eta: 1 day, 17:10:01, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3555, top5_acc: 0.6039, loss_cls: 2.9272, loss: 2.9272, grad_norm: 3.5538 2020-07-27 01:49:49,139 - mmaction - INFO - Epoch [117][2840/3757] lr: 2.808e-02, eta: 1 day, 17:09:48, time: 0.570, data_time: 0.001, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5852, loss_cls: 3.0166, loss: 3.0166, grad_norm: 3.6032 2020-07-27 01:50:00,516 - mmaction - INFO - Epoch [117][2860/3757] lr: 2.808e-02, eta: 1 day, 17:09:35, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5719, loss_cls: 3.1081, loss: 3.1081, grad_norm: 3.6453 2020-07-27 01:50:12,052 - mmaction - INFO - Epoch [117][2880/3757] lr: 2.808e-02, eta: 1 day, 17:09:22, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3328, top5_acc: 0.6000, loss_cls: 3.0029, loss: 3.0029, grad_norm: 3.5653 2020-07-27 01:50:23,489 - mmaction - INFO - Epoch [117][2900/3757] lr: 2.808e-02, eta: 1 day, 17:09:08, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3594, top5_acc: 0.5852, loss_cls: 2.9883, loss: 2.9883, grad_norm: 3.5565 2020-07-27 01:50:34,886 - mmaction - INFO - Epoch [117][2920/3757] lr: 2.808e-02, eta: 1 day, 17:08:55, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3711, top5_acc: 0.6141, loss_cls: 2.9373, loss: 2.9373, grad_norm: 3.5580 2020-07-27 01:50:46,312 - mmaction - INFO - Epoch [117][2940/3757] lr: 2.808e-02, eta: 1 day, 17:08:42, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3453, top5_acc: 0.5898, loss_cls: 3.0148, loss: 3.0148, grad_norm: 3.5595 2020-07-27 01:50:57,633 - mmaction - INFO - Epoch [117][2960/3757] lr: 2.808e-02, eta: 1 day, 17:08:28, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3375, top5_acc: 0.5750, loss_cls: 3.0754, loss: 3.0754, grad_norm: 3.5424 2020-07-27 01:51:08,946 - mmaction - INFO - Epoch [117][2980/3757] lr: 2.808e-02, eta: 1 day, 17:08:15, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3672, top5_acc: 0.6234, loss_cls: 2.9169, loss: 2.9169, grad_norm: 3.5240 2020-07-27 01:51:20,302 - mmaction - INFO - Epoch [117][3000/3757] lr: 2.808e-02, eta: 1 day, 17:08:02, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3398, top5_acc: 0.6000, loss_cls: 3.0060, loss: 3.0060, grad_norm: 3.5656 2020-07-27 01:51:31,691 - mmaction - INFO - Epoch [117][3020/3757] lr: 2.808e-02, eta: 1 day, 17:07:48, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3648, top5_acc: 0.6016, loss_cls: 2.9681, loss: 2.9681, grad_norm: 3.5980 2020-07-27 01:51:43,078 - mmaction - INFO - Epoch [117][3040/3757] lr: 2.808e-02, eta: 1 day, 17:07:35, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3461, top5_acc: 0.5750, loss_cls: 3.0196, loss: 3.0196, grad_norm: 3.6004 2020-07-27 01:51:54,519 - mmaction - INFO - Epoch [117][3060/3757] lr: 2.808e-02, eta: 1 day, 17:07:22, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3633, top5_acc: 0.6016, loss_cls: 2.9551, loss: 2.9551, grad_norm: 3.5052 2020-07-27 01:52:05,903 - mmaction - INFO - Epoch [117][3080/3757] lr: 2.808e-02, eta: 1 day, 17:07:09, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3516, top5_acc: 0.5891, loss_cls: 3.0229, loss: 3.0229, grad_norm: 3.6696 2020-07-27 01:52:17,294 - mmaction - INFO - Epoch [117][3100/3757] lr: 2.808e-02, eta: 1 day, 17:06:55, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.5828, loss_cls: 2.9837, loss: 2.9837, grad_norm: 3.6093 2020-07-27 01:52:28,823 - mmaction - INFO - Epoch [117][3120/3757] lr: 2.808e-02, eta: 1 day, 17:06:42, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3164, top5_acc: 0.5594, loss_cls: 3.1756, loss: 3.1756, grad_norm: 3.6969 2020-07-27 01:52:40,279 - mmaction - INFO - Epoch [117][3140/3757] lr: 2.808e-02, eta: 1 day, 17:06:29, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.3453, top5_acc: 0.5820, loss_cls: 2.9814, loss: 2.9814, grad_norm: 3.5223 2020-07-27 01:52:51,648 - mmaction - INFO - Epoch [117][3160/3757] lr: 2.808e-02, eta: 1 day, 17:06:15, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5789, loss_cls: 3.1062, loss: 3.1062, grad_norm: 3.6793 2020-07-27 01:53:03,089 - mmaction - INFO - Epoch [117][3180/3757] lr: 2.808e-02, eta: 1 day, 17:06:02, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.3422, top5_acc: 0.5789, loss_cls: 3.0626, loss: 3.0626, grad_norm: 3.5385 2020-07-27 01:53:14,486 - mmaction - INFO - Epoch [117][3200/3757] lr: 2.808e-02, eta: 1 day, 17:05:49, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3586, top5_acc: 0.5891, loss_cls: 2.9880, loss: 2.9880, grad_norm: 3.4588 2020-07-27 01:53:25,848 - mmaction - INFO - Epoch [117][3220/3757] lr: 2.808e-02, eta: 1 day, 17:05:36, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3461, top5_acc: 0.5992, loss_cls: 3.0193, loss: 3.0193, grad_norm: 3.5961 2020-07-27 01:53:37,284 - mmaction - INFO - Epoch [117][3240/3757] lr: 2.808e-02, eta: 1 day, 17:05:22, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3328, top5_acc: 0.5742, loss_cls: 3.0691, loss: 3.0691, grad_norm: 3.5058 2020-07-27 01:53:48,629 - mmaction - INFO - Epoch [117][3260/3757] lr: 2.808e-02, eta: 1 day, 17:05:09, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3672, top5_acc: 0.6000, loss_cls: 2.9435, loss: 2.9435, grad_norm: 3.5647 2020-07-27 01:54:00,104 - mmaction - INFO - Epoch [117][3280/3757] lr: 2.808e-02, eta: 1 day, 17:04:56, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.5891, loss_cls: 3.0625, loss: 3.0625, grad_norm: 3.5446 2020-07-27 01:54:11,491 - mmaction - INFO - Epoch [117][3300/3757] lr: 2.808e-02, eta: 1 day, 17:04:42, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3563, top5_acc: 0.6023, loss_cls: 2.9876, loss: 2.9876, grad_norm: 3.4784 2020-07-27 01:54:22,804 - mmaction - INFO - Epoch [117][3320/3757] lr: 2.808e-02, eta: 1 day, 17:04:29, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3266, top5_acc: 0.5805, loss_cls: 3.0563, loss: 3.0563, grad_norm: 3.5477 2020-07-27 01:54:34,056 - mmaction - INFO - Epoch [117][3340/3757] lr: 2.808e-02, eta: 1 day, 17:04:16, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.3484, top5_acc: 0.5680, loss_cls: 3.0547, loss: 3.0547, grad_norm: 3.5699 2020-07-27 01:54:45,476 - mmaction - INFO - Epoch [117][3360/3757] lr: 2.808e-02, eta: 1 day, 17:04:02, time: 0.571, data_time: 0.008, memory: 5232, top1_acc: 0.3398, top5_acc: 0.5805, loss_cls: 3.0695, loss: 3.0695, grad_norm: 3.5109 2020-07-27 01:54:56,835 - mmaction - INFO - Epoch [117][3380/3757] lr: 2.808e-02, eta: 1 day, 17:03:49, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.5914, loss_cls: 2.9754, loss: 2.9754, grad_norm: 3.5363 2020-07-27 01:55:08,267 - mmaction - INFO - Epoch [117][3400/3757] lr: 2.808e-02, eta: 1 day, 17:03:36, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3406, top5_acc: 0.5781, loss_cls: 3.0000, loss: 3.0000, grad_norm: 3.5540 2020-07-27 01:55:19,745 - mmaction - INFO - Epoch [117][3420/3757] lr: 2.808e-02, eta: 1 day, 17:03:22, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3656, top5_acc: 0.6078, loss_cls: 2.9910, loss: 2.9910, grad_norm: 3.4762 2020-07-27 01:55:31,094 - mmaction - INFO - Epoch [117][3440/3757] lr: 2.808e-02, eta: 1 day, 17:03:09, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3383, top5_acc: 0.5813, loss_cls: 3.0355, loss: 3.0355, grad_norm: 3.4819 2020-07-27 01:55:42,519 - mmaction - INFO - Epoch [117][3460/3757] lr: 2.808e-02, eta: 1 day, 17:02:56, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3242, top5_acc: 0.5813, loss_cls: 3.0603, loss: 3.0603, grad_norm: 3.5300 2020-07-27 01:55:53,980 - mmaction - INFO - Epoch [117][3480/3757] lr: 2.808e-02, eta: 1 day, 17:02:43, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.3461, top5_acc: 0.5953, loss_cls: 2.9780, loss: 2.9780, grad_norm: 3.5433 2020-07-27 01:56:05,522 - mmaction - INFO - Epoch [117][3500/3757] lr: 2.808e-02, eta: 1 day, 17:02:29, time: 0.577, data_time: 0.017, memory: 5232, top1_acc: 0.3453, top5_acc: 0.5969, loss_cls: 3.0489, loss: 3.0489, grad_norm: 3.5550 2020-07-27 01:56:16,877 - mmaction - INFO - Epoch [117][3520/3757] lr: 2.808e-02, eta: 1 day, 17:02:16, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3563, top5_acc: 0.5883, loss_cls: 3.0219, loss: 3.0219, grad_norm: 3.5046 2020-07-27 01:56:28,362 - mmaction - INFO - Epoch [117][3540/3757] lr: 2.808e-02, eta: 1 day, 17:02:03, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3633, top5_acc: 0.6062, loss_cls: 2.9546, loss: 2.9546, grad_norm: 3.5087 2020-07-27 01:56:39,787 - mmaction - INFO - Epoch [117][3560/3757] lr: 2.808e-02, eta: 1 day, 17:01:50, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.3609, top5_acc: 0.6117, loss_cls: 2.9244, loss: 2.9244, grad_norm: 3.5321 2020-07-27 01:56:51,172 - mmaction - INFO - Epoch [117][3580/3757] lr: 2.808e-02, eta: 1 day, 17:01:36, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3367, top5_acc: 0.5836, loss_cls: 3.1210, loss: 3.1210, grad_norm: 3.6238 2020-07-27 01:57:02,599 - mmaction - INFO - Epoch [117][3600/3757] lr: 2.808e-02, eta: 1 day, 17:01:23, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3539, top5_acc: 0.5852, loss_cls: 3.0302, loss: 3.0302, grad_norm: 3.4688 2020-07-27 01:57:13,992 - mmaction - INFO - Epoch [117][3620/3757] lr: 2.808e-02, eta: 1 day, 17:01:10, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3320, top5_acc: 0.5891, loss_cls: 3.0407, loss: 3.0407, grad_norm: 3.4974 2020-07-27 01:57:25,433 - mmaction - INFO - Epoch [117][3640/3757] lr: 2.808e-02, eta: 1 day, 17:00:56, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3336, top5_acc: 0.5906, loss_cls: 3.0668, loss: 3.0668, grad_norm: 3.6870 2020-07-27 01:57:37,316 - mmaction - INFO - Epoch [117][3660/3757] lr: 2.808e-02, eta: 1 day, 17:00:44, time: 0.594, data_time: 0.028, memory: 5232, top1_acc: 0.3461, top5_acc: 0.5969, loss_cls: 3.0176, loss: 3.0176, grad_norm: 3.5378 2020-07-27 01:57:49,156 - mmaction - INFO - Epoch [117][3680/3757] lr: 2.808e-02, eta: 1 day, 17:00:31, time: 0.592, data_time: 0.024, memory: 5232, top1_acc: 0.3453, top5_acc: 0.5719, loss_cls: 3.0645, loss: 3.0645, grad_norm: 3.5628 2020-07-27 01:58:00,857 - mmaction - INFO - Epoch [117][3700/3757] lr: 2.808e-02, eta: 1 day, 17:00:18, time: 0.585, data_time: 0.019, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5734, loss_cls: 3.0861, loss: 3.0861, grad_norm: 3.5803 2020-07-27 01:58:12,671 - mmaction - INFO - Epoch [117][3720/3757] lr: 2.808e-02, eta: 1 day, 17:00:05, time: 0.591, data_time: 0.025, memory: 5232, top1_acc: 0.3469, top5_acc: 0.5922, loss_cls: 2.9835, loss: 2.9835, grad_norm: 3.5316 2020-07-27 01:58:24,382 - mmaction - INFO - Epoch [117][3740/3757] lr: 2.808e-02, eta: 1 day, 16:59:51, time: 0.586, data_time: 0.016, memory: 5232, top1_acc: 0.3492, top5_acc: 0.5906, loss_cls: 3.0713, loss: 3.0713, grad_norm: 3.4960 2020-07-27 02:03:16,686 - mmaction - INFO - Epoch [118][20/3757] lr: 2.730e-02, eta: 1 day, 17:02:45, time: 13.922, data_time: 13.235, memory: 5232, top1_acc: 0.3391, top5_acc: 0.5914, loss_cls: 2.9705, loss: 2.9705, grad_norm: 3.4696 2020-07-27 02:03:28,035 - mmaction - INFO - Epoch [118][40/3757] lr: 2.730e-02, eta: 1 day, 17:02:31, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3359, top5_acc: 0.5695, loss_cls: 3.0478, loss: 3.0478, grad_norm: 3.5803 2020-07-27 02:03:39,434 - mmaction - INFO - Epoch [118][60/3757] lr: 2.730e-02, eta: 1 day, 17:02:18, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3430, top5_acc: 0.5781, loss_cls: 3.0290, loss: 3.0290, grad_norm: 3.5445 2020-07-27 02:03:50,799 - mmaction - INFO - Epoch [118][80/3757] lr: 2.730e-02, eta: 1 day, 17:02:05, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3508, top5_acc: 0.5852, loss_cls: 2.9926, loss: 2.9926, grad_norm: 3.5326 2020-07-27 02:04:02,144 - mmaction - INFO - Epoch [118][100/3757] lr: 2.730e-02, eta: 1 day, 17:01:51, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3625, top5_acc: 0.6102, loss_cls: 2.9271, loss: 2.9271, grad_norm: 3.5603 2020-07-27 02:04:13,498 - mmaction - INFO - Epoch [118][120/3757] lr: 2.730e-02, eta: 1 day, 17:01:38, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3656, top5_acc: 0.6195, loss_cls: 2.8126, loss: 2.8126, grad_norm: 3.3971 2020-07-27 02:04:25,100 - mmaction - INFO - Epoch [118][140/3757] lr: 2.730e-02, eta: 1 day, 17:01:25, time: 0.580, data_time: 0.003, memory: 5232, top1_acc: 0.3391, top5_acc: 0.5906, loss_cls: 3.0904, loss: 3.0904, grad_norm: 3.6399 2020-07-27 02:04:36,416 - mmaction - INFO - Epoch [118][160/3757] lr: 2.730e-02, eta: 1 day, 17:01:11, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3695, top5_acc: 0.5992, loss_cls: 2.9067, loss: 2.9067, grad_norm: 3.4503 2020-07-27 02:04:48,076 - mmaction - INFO - Epoch [118][180/3757] lr: 2.730e-02, eta: 1 day, 17:00:58, time: 0.583, data_time: 0.021, memory: 5232, top1_acc: 0.3680, top5_acc: 0.6094, loss_cls: 2.8543, loss: 2.8543, grad_norm: 3.4627 2020-07-27 02:04:59,439 - mmaction - INFO - Epoch [118][200/3757] lr: 2.730e-02, eta: 1 day, 17:00:45, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3516, top5_acc: 0.6148, loss_cls: 2.9473, loss: 2.9473, grad_norm: 3.6168 2020-07-27 02:05:10,785 - mmaction - INFO - Epoch [118][220/3757] lr: 2.730e-02, eta: 1 day, 17:00:31, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3641, top5_acc: 0.6055, loss_cls: 2.9822, loss: 2.9822, grad_norm: 3.6269 2020-07-27 02:05:22,149 - mmaction - INFO - Epoch [118][240/3757] lr: 2.730e-02, eta: 1 day, 17:00:18, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3336, top5_acc: 0.5719, loss_cls: 3.1287, loss: 3.1287, grad_norm: 3.5377 2020-07-27 02:05:33,545 - mmaction - INFO - Epoch [118][260/3757] lr: 2.730e-02, eta: 1 day, 17:00:05, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3391, top5_acc: 0.5758, loss_cls: 2.9787, loss: 2.9787, grad_norm: 3.4098 2020-07-27 02:05:44,870 - mmaction - INFO - Epoch [118][280/3757] lr: 2.730e-02, eta: 1 day, 16:59:51, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3547, top5_acc: 0.6117, loss_cls: 2.9037, loss: 2.9037, grad_norm: 3.4565 2020-07-27 02:05:56,265 - mmaction - INFO - Epoch [118][300/3757] lr: 2.730e-02, eta: 1 day, 16:59:38, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.3742, top5_acc: 0.6242, loss_cls: 2.8748, loss: 2.8748, grad_norm: 3.5465 2020-07-27 02:06:07,742 - mmaction - INFO - Epoch [118][320/3757] lr: 2.730e-02, eta: 1 day, 16:59:25, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.3391, top5_acc: 0.5805, loss_cls: 3.0182, loss: 3.0182, grad_norm: 3.6118 2020-07-27 02:06:19,146 - mmaction - INFO - Epoch [118][340/3757] lr: 2.730e-02, eta: 1 day, 16:59:12, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3641, top5_acc: 0.5984, loss_cls: 2.9835, loss: 2.9835, grad_norm: 3.5750 2020-07-27 02:06:30,673 - mmaction - INFO - Epoch [118][360/3757] lr: 2.730e-02, eta: 1 day, 16:58:58, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3484, top5_acc: 0.6023, loss_cls: 2.9876, loss: 2.9876, grad_norm: 3.5376 2020-07-27 02:06:42,000 - mmaction - INFO - Epoch [118][380/3757] lr: 2.730e-02, eta: 1 day, 16:58:45, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5672, loss_cls: 3.0419, loss: 3.0419, grad_norm: 3.5443 2020-07-27 02:06:54,402 - mmaction - INFO - Epoch [118][400/3757] lr: 2.730e-02, eta: 1 day, 16:58:32, time: 0.620, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.5836, loss_cls: 3.0406, loss: 3.0406, grad_norm: 3.5919 2020-07-27 02:07:06,930 - mmaction - INFO - Epoch [118][420/3757] lr: 2.730e-02, eta: 1 day, 16:58:20, time: 0.626, data_time: 0.001, memory: 5232, top1_acc: 0.3594, top5_acc: 0.6188, loss_cls: 2.8837, loss: 2.8837, grad_norm: 3.4927 2020-07-27 02:07:19,576 - mmaction - INFO - Epoch [118][440/3757] lr: 2.730e-02, eta: 1 day, 16:58:08, time: 0.633, data_time: 0.003, memory: 5232, top1_acc: 0.3539, top5_acc: 0.5938, loss_cls: 2.9592, loss: 2.9592, grad_norm: 3.5498 2020-07-27 02:07:33,078 - mmaction - INFO - Epoch [118][460/3757] lr: 2.730e-02, eta: 1 day, 16:57:56, time: 0.675, data_time: 0.003, memory: 5232, top1_acc: 0.3430, top5_acc: 0.5859, loss_cls: 3.0136, loss: 3.0136, grad_norm: 3.5116 2020-07-27 02:07:45,983 - mmaction - INFO - Epoch [118][480/3757] lr: 2.730e-02, eta: 1 day, 16:57:44, time: 0.645, data_time: 0.003, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5773, loss_cls: 3.0815, loss: 3.0815, grad_norm: 3.5955 2020-07-27 02:07:58,365 - mmaction - INFO - Epoch [118][500/3757] lr: 2.730e-02, eta: 1 day, 16:57:31, time: 0.619, data_time: 0.002, memory: 5232, top1_acc: 0.3523, top5_acc: 0.5906, loss_cls: 2.9916, loss: 2.9916, grad_norm: 3.6018 2020-07-27 02:08:10,768 - mmaction - INFO - Epoch [118][520/3757] lr: 2.730e-02, eta: 1 day, 16:57:19, time: 0.620, data_time: 0.003, memory: 5232, top1_acc: 0.3563, top5_acc: 0.6031, loss_cls: 2.9260, loss: 2.9260, grad_norm: 3.5113 2020-07-27 02:08:22,195 - mmaction - INFO - Epoch [118][540/3757] lr: 2.730e-02, eta: 1 day, 16:57:05, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3648, top5_acc: 0.6164, loss_cls: 2.9070, loss: 2.9070, grad_norm: 3.5799 2020-07-27 02:08:33,637 - mmaction - INFO - Epoch [118][560/3757] lr: 2.730e-02, eta: 1 day, 16:56:52, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3477, top5_acc: 0.5906, loss_cls: 3.0333, loss: 3.0333, grad_norm: 3.6009 2020-07-27 02:08:45,126 - mmaction - INFO - Epoch [118][580/3757] lr: 2.730e-02, eta: 1 day, 16:56:39, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3477, top5_acc: 0.5906, loss_cls: 2.9957, loss: 2.9957, grad_norm: 3.5374 2020-07-27 02:08:56,512 - mmaction - INFO - Epoch [118][600/3757] lr: 2.730e-02, eta: 1 day, 16:56:25, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3602, top5_acc: 0.5930, loss_cls: 2.9325, loss: 2.9325, grad_norm: 3.5304 2020-07-27 02:09:07,873 - mmaction - INFO - Epoch [118][620/3757] lr: 2.730e-02, eta: 1 day, 16:56:12, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3461, top5_acc: 0.5977, loss_cls: 2.9525, loss: 2.9525, grad_norm: 3.6276 2020-07-27 02:09:19,323 - mmaction - INFO - Epoch [118][640/3757] lr: 2.730e-02, eta: 1 day, 16:55:59, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5727, loss_cls: 3.0352, loss: 3.0352, grad_norm: 3.7246 2020-07-27 02:09:30,713 - mmaction - INFO - Epoch [118][660/3757] lr: 2.730e-02, eta: 1 day, 16:55:45, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3305, top5_acc: 0.6086, loss_cls: 3.0133, loss: 3.0133, grad_norm: 3.6073 2020-07-27 02:09:42,197 - mmaction - INFO - Epoch [118][680/3757] lr: 2.730e-02, eta: 1 day, 16:55:32, time: 0.574, data_time: 0.001, memory: 5232, top1_acc: 0.3492, top5_acc: 0.6250, loss_cls: 2.9148, loss: 2.9148, grad_norm: 3.6302 2020-07-27 02:09:53,908 - mmaction - INFO - Epoch [118][700/3757] lr: 2.730e-02, eta: 1 day, 16:55:19, time: 0.586, data_time: 0.024, memory: 5232, top1_acc: 0.3375, top5_acc: 0.5758, loss_cls: 3.0876, loss: 3.0876, grad_norm: 3.6702 2020-07-27 02:10:05,354 - mmaction - INFO - Epoch [118][720/3757] lr: 2.730e-02, eta: 1 day, 16:55:06, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3766, top5_acc: 0.6133, loss_cls: 2.8743, loss: 2.8743, grad_norm: 3.4409 2020-07-27 02:10:16,725 - mmaction - INFO - Epoch [118][740/3757] lr: 2.730e-02, eta: 1 day, 16:54:53, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3250, top5_acc: 0.5750, loss_cls: 3.0649, loss: 3.0649, grad_norm: 3.7566 2020-07-27 02:10:28,162 - mmaction - INFO - Epoch [118][760/3757] lr: 2.730e-02, eta: 1 day, 16:54:39, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3602, top5_acc: 0.6055, loss_cls: 2.9651, loss: 2.9651, grad_norm: 3.5371 2020-07-27 02:10:39,576 - mmaction - INFO - Epoch [118][780/3757] lr: 2.730e-02, eta: 1 day, 16:54:26, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3563, top5_acc: 0.5922, loss_cls: 2.9582, loss: 2.9582, grad_norm: 3.6422 2020-07-27 02:10:50,954 - mmaction - INFO - Epoch [118][800/3757] lr: 2.730e-02, eta: 1 day, 16:54:13, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5820, loss_cls: 3.0643, loss: 3.0643, grad_norm: 3.6459 2020-07-27 02:11:02,306 - mmaction - INFO - Epoch [118][820/3757] lr: 2.730e-02, eta: 1 day, 16:53:59, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3469, top5_acc: 0.5914, loss_cls: 2.9503, loss: 2.9503, grad_norm: 3.5522 2020-07-27 02:11:13,936 - mmaction - INFO - Epoch [118][840/3757] lr: 2.730e-02, eta: 1 day, 16:53:46, time: 0.582, data_time: 0.016, memory: 5232, top1_acc: 0.3516, top5_acc: 0.5977, loss_cls: 2.9724, loss: 2.9724, grad_norm: 3.5140 2020-07-27 02:11:25,396 - mmaction - INFO - Epoch [118][860/3757] lr: 2.730e-02, eta: 1 day, 16:53:33, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3484, top5_acc: 0.5906, loss_cls: 3.0701, loss: 3.0701, grad_norm: 3.5707 2020-07-27 02:11:36,819 - mmaction - INFO - Epoch [118][880/3757] lr: 2.730e-02, eta: 1 day, 16:53:20, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3555, top5_acc: 0.6039, loss_cls: 3.0015, loss: 3.0015, grad_norm: 3.5340 2020-07-27 02:11:48,325 - mmaction - INFO - Epoch [118][900/3757] lr: 2.730e-02, eta: 1 day, 16:53:06, time: 0.575, data_time: 0.007, memory: 5232, top1_acc: 0.3531, top5_acc: 0.6094, loss_cls: 2.9473, loss: 2.9473, grad_norm: 3.5792 2020-07-27 02:11:59,723 - mmaction - INFO - Epoch [118][920/3757] lr: 2.730e-02, eta: 1 day, 16:52:53, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3852, top5_acc: 0.6164, loss_cls: 2.8208, loss: 2.8208, grad_norm: 3.5885 2020-07-27 02:12:11,101 - mmaction - INFO - Epoch [118][940/3757] lr: 2.730e-02, eta: 1 day, 16:52:40, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3563, top5_acc: 0.6031, loss_cls: 2.9472, loss: 2.9472, grad_norm: 3.7387 2020-07-27 02:12:22,626 - mmaction - INFO - Epoch [118][960/3757] lr: 2.730e-02, eta: 1 day, 16:52:26, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3492, top5_acc: 0.5828, loss_cls: 3.0801, loss: 3.0801, grad_norm: 3.7101 2020-07-27 02:12:34,149 - mmaction - INFO - Epoch [118][980/3757] lr: 2.730e-02, eta: 1 day, 16:52:13, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3438, top5_acc: 0.5797, loss_cls: 3.0789, loss: 3.0789, grad_norm: 3.5650 2020-07-27 02:12:45,628 - mmaction - INFO - Epoch [118][1000/3757] lr: 2.730e-02, eta: 1 day, 16:52:00, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.3398, top5_acc: 0.5758, loss_cls: 3.0281, loss: 3.0281, grad_norm: 3.5148 2020-07-27 02:12:57,021 - mmaction - INFO - Epoch [118][1020/3757] lr: 2.730e-02, eta: 1 day, 16:51:47, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3617, top5_acc: 0.6031, loss_cls: 2.8785, loss: 2.8785, grad_norm: 3.4789 2020-07-27 02:13:08,495 - mmaction - INFO - Epoch [118][1040/3757] lr: 2.730e-02, eta: 1 day, 16:51:33, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3547, top5_acc: 0.6016, loss_cls: 2.9601, loss: 2.9601, grad_norm: 3.6053 2020-07-27 02:13:19,919 - mmaction - INFO - Epoch [118][1060/3757] lr: 2.730e-02, eta: 1 day, 16:51:20, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3141, top5_acc: 0.5891, loss_cls: 3.0508, loss: 3.0508, grad_norm: 3.6732 2020-07-27 02:13:31,364 - mmaction - INFO - Epoch [118][1080/3757] lr: 2.730e-02, eta: 1 day, 16:51:07, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3648, top5_acc: 0.6172, loss_cls: 2.8419, loss: 2.8419, grad_norm: 3.6862 2020-07-27 02:13:42,841 - mmaction - INFO - Epoch [118][1100/3757] lr: 2.730e-02, eta: 1 day, 16:50:54, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3477, top5_acc: 0.6008, loss_cls: 3.0319, loss: 3.0319, grad_norm: 3.6124 2020-07-27 02:13:54,291 - mmaction - INFO - Epoch [118][1120/3757] lr: 2.730e-02, eta: 1 day, 16:50:40, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3461, top5_acc: 0.6312, loss_cls: 2.9119, loss: 2.9119, grad_norm: 3.6065 2020-07-27 02:14:06,101 - mmaction - INFO - Epoch [118][1140/3757] lr: 2.730e-02, eta: 1 day, 16:50:27, time: 0.590, data_time: 0.022, memory: 5232, top1_acc: 0.3531, top5_acc: 0.6086, loss_cls: 2.9398, loss: 2.9398, grad_norm: 3.4969 2020-07-27 02:14:17,581 - mmaction - INFO - Epoch [118][1160/3757] lr: 2.730e-02, eta: 1 day, 16:50:14, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3281, top5_acc: 0.5805, loss_cls: 3.0175, loss: 3.0175, grad_norm: 3.5142 2020-07-27 02:14:28,981 - mmaction - INFO - Epoch [118][1180/3757] lr: 2.730e-02, eta: 1 day, 16:50:01, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3641, top5_acc: 0.6078, loss_cls: 2.8911, loss: 2.8911, grad_norm: 3.5017 2020-07-27 02:14:40,430 - mmaction - INFO - Epoch [118][1200/3757] lr: 2.730e-02, eta: 1 day, 16:49:48, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3492, top5_acc: 0.6102, loss_cls: 2.9569, loss: 2.9569, grad_norm: 3.6268 2020-07-27 02:14:51,926 - mmaction - INFO - Epoch [118][1220/3757] lr: 2.730e-02, eta: 1 day, 16:49:34, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3531, top5_acc: 0.6102, loss_cls: 2.9623, loss: 2.9623, grad_norm: 3.5333 2020-07-27 02:15:03,329 - mmaction - INFO - Epoch [118][1240/3757] lr: 2.730e-02, eta: 1 day, 16:49:21, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3523, top5_acc: 0.5953, loss_cls: 2.9809, loss: 2.9809, grad_norm: 3.5894 2020-07-27 02:15:14,697 - mmaction - INFO - Epoch [118][1260/3757] lr: 2.730e-02, eta: 1 day, 16:49:08, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3266, top5_acc: 0.5813, loss_cls: 3.0580, loss: 3.0580, grad_norm: 3.5892 2020-07-27 02:15:26,137 - mmaction - INFO - Epoch [118][1280/3757] lr: 2.730e-02, eta: 1 day, 16:48:54, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3734, top5_acc: 0.6133, loss_cls: 2.9033, loss: 2.9033, grad_norm: 3.4459 2020-07-27 02:15:37,565 - mmaction - INFO - Epoch [118][1300/3757] lr: 2.730e-02, eta: 1 day, 16:48:41, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3453, top5_acc: 0.6039, loss_cls: 2.9713, loss: 2.9713, grad_norm: 3.5520 2020-07-27 02:15:48,987 - mmaction - INFO - Epoch [118][1320/3757] lr: 2.730e-02, eta: 1 day, 16:48:28, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.5953, loss_cls: 2.9822, loss: 2.9822, grad_norm: 3.5688 2020-07-27 02:16:00,431 - mmaction - INFO - Epoch [118][1340/3757] lr: 2.730e-02, eta: 1 day, 16:48:15, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3547, top5_acc: 0.6156, loss_cls: 2.9157, loss: 2.9157, grad_norm: 3.5731 2020-07-27 02:16:12,051 - mmaction - INFO - Epoch [118][1360/3757] lr: 2.730e-02, eta: 1 day, 16:48:01, time: 0.581, data_time: 0.017, memory: 5232, top1_acc: 0.3500, top5_acc: 0.5914, loss_cls: 3.0273, loss: 3.0273, grad_norm: 3.6968 2020-07-27 02:16:23,453 - mmaction - INFO - Epoch [118][1380/3757] lr: 2.730e-02, eta: 1 day, 16:47:48, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3383, top5_acc: 0.5953, loss_cls: 2.9763, loss: 2.9763, grad_norm: 3.6046 2020-07-27 02:16:34,936 - mmaction - INFO - Epoch [118][1400/3757] lr: 2.730e-02, eta: 1 day, 16:47:35, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3586, top5_acc: 0.5914, loss_cls: 2.9281, loss: 2.9281, grad_norm: 3.5518 2020-07-27 02:16:46,425 - mmaction - INFO - Epoch [118][1420/3757] lr: 2.730e-02, eta: 1 day, 16:47:22, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5766, loss_cls: 3.0839, loss: 3.0839, grad_norm: 3.6364 2020-07-27 02:16:57,884 - mmaction - INFO - Epoch [118][1440/3757] lr: 2.730e-02, eta: 1 day, 16:47:08, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3820, top5_acc: 0.6031, loss_cls: 2.8744, loss: 2.8744, grad_norm: 3.5256 2020-07-27 02:17:09,326 - mmaction - INFO - Epoch [118][1460/3757] lr: 2.730e-02, eta: 1 day, 16:46:55, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3453, top5_acc: 0.5984, loss_cls: 2.9896, loss: 2.9896, grad_norm: 3.6294 2020-07-27 02:17:20,771 - mmaction - INFO - Epoch [118][1480/3757] lr: 2.730e-02, eta: 1 day, 16:46:42, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3398, top5_acc: 0.5891, loss_cls: 2.9887, loss: 2.9887, grad_norm: 3.6031 2020-07-27 02:17:32,204 - mmaction - INFO - Epoch [118][1500/3757] lr: 2.730e-02, eta: 1 day, 16:46:29, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3258, top5_acc: 0.5813, loss_cls: 3.0438, loss: 3.0438, grad_norm: 3.6198 2020-07-27 02:17:43,747 - mmaction - INFO - Epoch [118][1520/3757] lr: 2.730e-02, eta: 1 day, 16:46:15, time: 0.577, data_time: 0.002, memory: 5232, top1_acc: 0.3508, top5_acc: 0.5898, loss_cls: 3.0153, loss: 3.0153, grad_norm: 3.5830 2020-07-27 02:17:55,103 - mmaction - INFO - Epoch [118][1540/3757] lr: 2.730e-02, eta: 1 day, 16:46:02, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3617, top5_acc: 0.6055, loss_cls: 2.9498, loss: 2.9498, grad_norm: 3.5886 2020-07-27 02:18:06,519 - mmaction - INFO - Epoch [118][1560/3757] lr: 2.730e-02, eta: 1 day, 16:45:49, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3539, top5_acc: 0.5820, loss_cls: 3.0104, loss: 3.0104, grad_norm: 3.7200 2020-07-27 02:18:17,957 - mmaction - INFO - Epoch [118][1580/3757] lr: 2.730e-02, eta: 1 day, 16:45:35, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3531, top5_acc: 0.5953, loss_cls: 2.9922, loss: 2.9922, grad_norm: 3.6538 2020-07-27 02:18:29,402 - mmaction - INFO - Epoch [118][1600/3757] lr: 2.730e-02, eta: 1 day, 16:45:22, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3102, top5_acc: 0.5773, loss_cls: 3.0931, loss: 3.0931, grad_norm: 3.7535 2020-07-27 02:18:40,858 - mmaction - INFO - Epoch [118][1620/3757] lr: 2.730e-02, eta: 1 day, 16:45:09, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.3523, top5_acc: 0.6148, loss_cls: 2.9838, loss: 2.9838, grad_norm: 3.7544 2020-07-27 02:18:52,268 - mmaction - INFO - Epoch [118][1640/3757] lr: 2.730e-02, eta: 1 day, 16:44:56, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3539, top5_acc: 0.5914, loss_cls: 2.9798, loss: 2.9798, grad_norm: 3.6134 2020-07-27 02:19:03,727 - mmaction - INFO - Epoch [118][1660/3757] lr: 2.730e-02, eta: 1 day, 16:44:42, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3328, top5_acc: 0.5906, loss_cls: 2.9802, loss: 2.9802, grad_norm: 3.6018 2020-07-27 02:19:15,126 - mmaction - INFO - Epoch [118][1680/3757] lr: 2.730e-02, eta: 1 day, 16:44:29, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3383, top5_acc: 0.5789, loss_cls: 3.0324, loss: 3.0324, grad_norm: 3.6832 2020-07-27 02:19:26,477 - mmaction - INFO - Epoch [118][1700/3757] lr: 2.730e-02, eta: 1 day, 16:44:16, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3344, top5_acc: 0.5687, loss_cls: 3.0830, loss: 3.0830, grad_norm: 3.6714 2020-07-27 02:19:37,892 - mmaction - INFO - Epoch [118][1720/3757] lr: 2.730e-02, eta: 1 day, 16:44:02, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3320, top5_acc: 0.5813, loss_cls: 3.0495, loss: 3.0495, grad_norm: 3.4968 2020-07-27 02:19:49,389 - mmaction - INFO - Epoch [118][1740/3757] lr: 2.730e-02, eta: 1 day, 16:43:49, time: 0.575, data_time: 0.002, memory: 5232, top1_acc: 0.3641, top5_acc: 0.6023, loss_cls: 2.9453, loss: 2.9453, grad_norm: 3.4555 2020-07-27 02:20:00,814 - mmaction - INFO - Epoch [118][1760/3757] lr: 2.730e-02, eta: 1 day, 16:43:36, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3359, top5_acc: 0.5945, loss_cls: 3.0459, loss: 3.0459, grad_norm: 3.7157 2020-07-27 02:20:12,193 - mmaction - INFO - Epoch [118][1780/3757] lr: 2.730e-02, eta: 1 day, 16:43:23, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3492, top5_acc: 0.5883, loss_cls: 3.0220, loss: 3.0220, grad_norm: 3.5236 2020-07-27 02:20:23,596 - mmaction - INFO - Epoch [118][1800/3757] lr: 2.730e-02, eta: 1 day, 16:43:09, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3375, top5_acc: 0.6000, loss_cls: 3.0047, loss: 3.0047, grad_norm: 3.6463 2020-07-27 02:20:34,984 - mmaction - INFO - Epoch [118][1820/3757] lr: 2.730e-02, eta: 1 day, 16:42:56, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3320, top5_acc: 0.5906, loss_cls: 3.0329, loss: 3.0329, grad_norm: 3.5580 2020-07-27 02:20:46,325 - mmaction - INFO - Epoch [118][1840/3757] lr: 2.730e-02, eta: 1 day, 16:42:43, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3422, top5_acc: 0.6148, loss_cls: 2.9095, loss: 2.9095, grad_norm: 3.5451 2020-07-27 02:20:57,689 - mmaction - INFO - Epoch [118][1860/3757] lr: 2.730e-02, eta: 1 day, 16:42:29, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3336, top5_acc: 0.5883, loss_cls: 2.9788, loss: 2.9788, grad_norm: 3.5606 2020-07-27 02:21:09,236 - mmaction - INFO - Epoch [118][1880/3757] lr: 2.730e-02, eta: 1 day, 16:42:16, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3320, top5_acc: 0.5578, loss_cls: 3.1315, loss: 3.1315, grad_norm: 3.6208 2020-07-27 02:21:20,732 - mmaction - INFO - Epoch [118][1900/3757] lr: 2.730e-02, eta: 1 day, 16:42:03, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3539, top5_acc: 0.5844, loss_cls: 2.9725, loss: 2.9725, grad_norm: 3.5237 2020-07-27 02:21:32,098 - mmaction - INFO - Epoch [118][1920/3757] lr: 2.730e-02, eta: 1 day, 16:41:50, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3695, top5_acc: 0.6078, loss_cls: 2.9603, loss: 2.9603, grad_norm: 3.4676 2020-07-27 02:21:43,501 - mmaction - INFO - Epoch [118][1940/3757] lr: 2.730e-02, eta: 1 day, 16:41:36, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3508, top5_acc: 0.6000, loss_cls: 2.9443, loss: 2.9443, grad_norm: 3.5466 2020-07-27 02:21:54,965 - mmaction - INFO - Epoch [118][1960/3757] lr: 2.730e-02, eta: 1 day, 16:41:23, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.3391, top5_acc: 0.5852, loss_cls: 2.9845, loss: 2.9845, grad_norm: 3.6013 2020-07-27 02:22:06,401 - mmaction - INFO - Epoch [118][1980/3757] lr: 2.730e-02, eta: 1 day, 16:41:10, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3680, top5_acc: 0.5969, loss_cls: 2.9436, loss: 2.9436, grad_norm: 3.6510 2020-07-27 02:22:17,677 - mmaction - INFO - Epoch [118][2000/3757] lr: 2.730e-02, eta: 1 day, 16:40:56, time: 0.564, data_time: 0.004, memory: 5232, top1_acc: 0.3453, top5_acc: 0.6078, loss_cls: 2.9415, loss: 2.9415, grad_norm: 3.6065 2020-07-27 02:22:29,182 - mmaction - INFO - Epoch [118][2020/3757] lr: 2.730e-02, eta: 1 day, 16:40:43, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3320, top5_acc: 0.5898, loss_cls: 3.0170, loss: 3.0170, grad_norm: 3.6800 2020-07-27 02:22:40,635 - mmaction - INFO - Epoch [118][2040/3757] lr: 2.730e-02, eta: 1 day, 16:40:30, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3398, top5_acc: 0.5859, loss_cls: 3.0355, loss: 3.0355, grad_norm: 3.5998 2020-07-27 02:22:52,099 - mmaction - INFO - Epoch [118][2060/3757] lr: 2.730e-02, eta: 1 day, 16:40:17, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3328, top5_acc: 0.5758, loss_cls: 3.1336, loss: 3.1336, grad_norm: 3.7640 2020-07-27 02:23:03,452 - mmaction - INFO - Epoch [118][2080/3757] lr: 2.730e-02, eta: 1 day, 16:40:03, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.3391, top5_acc: 0.5883, loss_cls: 3.0095, loss: 3.0095, grad_norm: 3.5920 2020-07-27 02:23:14,845 - mmaction - INFO - Epoch [118][2100/3757] lr: 2.730e-02, eta: 1 day, 16:39:50, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3672, top5_acc: 0.6039, loss_cls: 2.8924, loss: 2.8924, grad_norm: 3.4837 2020-07-27 02:23:26,248 - mmaction - INFO - Epoch [118][2120/3757] lr: 2.730e-02, eta: 1 day, 16:39:37, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.3430, top5_acc: 0.6086, loss_cls: 2.9480, loss: 2.9480, grad_norm: 3.6909 2020-07-27 02:23:37,615 - mmaction - INFO - Epoch [118][2140/3757] lr: 2.730e-02, eta: 1 day, 16:39:23, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3633, top5_acc: 0.6367, loss_cls: 2.8250, loss: 2.8250, grad_norm: 3.5369 2020-07-27 02:23:49,047 - mmaction - INFO - Epoch [118][2160/3757] lr: 2.730e-02, eta: 1 day, 16:39:10, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3570, top5_acc: 0.5953, loss_cls: 2.9656, loss: 2.9656, grad_norm: 3.6658 2020-07-27 02:24:00,515 - mmaction - INFO - Epoch [118][2180/3757] lr: 2.730e-02, eta: 1 day, 16:38:57, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3617, top5_acc: 0.6086, loss_cls: 2.9978, loss: 2.9978, grad_norm: 3.6287 2020-07-27 02:24:11,907 - mmaction - INFO - Epoch [118][2200/3757] lr: 2.730e-02, eta: 1 day, 16:38:44, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3430, top5_acc: 0.5867, loss_cls: 2.9872, loss: 2.9872, grad_norm: 3.6712 2020-07-27 02:24:23,355 - mmaction - INFO - Epoch [118][2220/3757] lr: 2.730e-02, eta: 1 day, 16:38:30, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3625, top5_acc: 0.6031, loss_cls: 2.9022, loss: 2.9022, grad_norm: 3.5857 2020-07-27 02:24:34,801 - mmaction - INFO - Epoch [118][2240/3757] lr: 2.730e-02, eta: 1 day, 16:38:17, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3453, top5_acc: 0.6008, loss_cls: 2.9237, loss: 2.9237, grad_norm: 3.5539 2020-07-27 02:24:46,306 - mmaction - INFO - Epoch [118][2260/3757] lr: 2.730e-02, eta: 1 day, 16:38:04, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3375, top5_acc: 0.5945, loss_cls: 3.0221, loss: 3.0221, grad_norm: 3.6895 2020-07-27 02:24:57,733 - mmaction - INFO - Epoch [118][2280/3757] lr: 2.730e-02, eta: 1 day, 16:37:50, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3508, top5_acc: 0.5906, loss_cls: 3.0379, loss: 3.0379, grad_norm: 3.5470 2020-07-27 02:25:09,156 - mmaction - INFO - Epoch [118][2300/3757] lr: 2.730e-02, eta: 1 day, 16:37:37, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5797, loss_cls: 3.0486, loss: 3.0486, grad_norm: 3.6178 2020-07-27 02:25:20,546 - mmaction - INFO - Epoch [118][2320/3757] lr: 2.730e-02, eta: 1 day, 16:37:24, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3438, top5_acc: 0.5977, loss_cls: 3.0134, loss: 3.0134, grad_norm: 3.6087 2020-07-27 02:25:32,000 - mmaction - INFO - Epoch [118][2340/3757] lr: 2.730e-02, eta: 1 day, 16:37:11, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3383, top5_acc: 0.5852, loss_cls: 2.9978, loss: 2.9978, grad_norm: 3.5443 2020-07-27 02:25:43,345 - mmaction - INFO - Epoch [118][2360/3757] lr: 2.730e-02, eta: 1 day, 16:36:57, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.3531, top5_acc: 0.5945, loss_cls: 3.0052, loss: 3.0052, grad_norm: 3.5595 2020-07-27 02:25:54,690 - mmaction - INFO - Epoch [118][2380/3757] lr: 2.730e-02, eta: 1 day, 16:36:44, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3477, top5_acc: 0.5945, loss_cls: 2.9782, loss: 2.9782, grad_norm: 3.5270 2020-07-27 02:26:06,114 - mmaction - INFO - Epoch [118][2400/3757] lr: 2.730e-02, eta: 1 day, 16:36:31, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3781, top5_acc: 0.6047, loss_cls: 2.8981, loss: 2.8981, grad_norm: 3.5133 2020-07-27 02:26:17,588 - mmaction - INFO - Epoch [118][2420/3757] lr: 2.730e-02, eta: 1 day, 16:36:17, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5750, loss_cls: 3.1426, loss: 3.1426, grad_norm: 3.6233 2020-07-27 02:26:29,039 - mmaction - INFO - Epoch [118][2440/3757] lr: 2.730e-02, eta: 1 day, 16:36:04, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3391, top5_acc: 0.5859, loss_cls: 3.0825, loss: 3.0825, grad_norm: 3.5988 2020-07-27 02:26:40,422 - mmaction - INFO - Epoch [118][2460/3757] lr: 2.730e-02, eta: 1 day, 16:35:51, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3375, top5_acc: 0.6039, loss_cls: 2.9954, loss: 2.9954, grad_norm: 3.4968 2020-07-27 02:26:51,770 - mmaction - INFO - Epoch [118][2480/3757] lr: 2.730e-02, eta: 1 day, 16:35:38, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3492, top5_acc: 0.6062, loss_cls: 2.9903, loss: 2.9903, grad_norm: 3.5469 2020-07-27 02:27:03,181 - mmaction - INFO - Epoch [118][2500/3757] lr: 2.730e-02, eta: 1 day, 16:35:24, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3367, top5_acc: 0.5797, loss_cls: 3.0528, loss: 3.0528, grad_norm: 3.5755 2020-07-27 02:27:14,677 - mmaction - INFO - Epoch [118][2520/3757] lr: 2.730e-02, eta: 1 day, 16:35:11, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3477, top5_acc: 0.5906, loss_cls: 3.0012, loss: 3.0012, grad_norm: 3.5052 2020-07-27 02:27:26,044 - mmaction - INFO - Epoch [118][2540/3757] lr: 2.730e-02, eta: 1 day, 16:34:58, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5797, loss_cls: 3.0302, loss: 3.0302, grad_norm: 3.5522 2020-07-27 02:27:37,432 - mmaction - INFO - Epoch [118][2560/3757] lr: 2.730e-02, eta: 1 day, 16:34:44, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3445, top5_acc: 0.6117, loss_cls: 2.9506, loss: 2.9506, grad_norm: 3.5469 2020-07-27 02:27:48,818 - mmaction - INFO - Epoch [118][2580/3757] lr: 2.730e-02, eta: 1 day, 16:34:31, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3477, top5_acc: 0.5930, loss_cls: 2.9783, loss: 2.9783, grad_norm: 3.6108 2020-07-27 02:28:00,296 - mmaction - INFO - Epoch [118][2600/3757] lr: 2.730e-02, eta: 1 day, 16:34:18, time: 0.574, data_time: 0.006, memory: 5232, top1_acc: 0.3492, top5_acc: 0.5961, loss_cls: 2.9517, loss: 2.9517, grad_norm: 3.6413 2020-07-27 02:28:11,794 - mmaction - INFO - Epoch [118][2620/3757] lr: 2.730e-02, eta: 1 day, 16:34:05, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3281, top5_acc: 0.5773, loss_cls: 3.1198, loss: 3.1198, grad_norm: 3.7982 2020-07-27 02:28:23,246 - mmaction - INFO - Epoch [118][2640/3757] lr: 2.730e-02, eta: 1 day, 16:33:51, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3578, top5_acc: 0.5945, loss_cls: 2.9812, loss: 2.9812, grad_norm: 3.5731 2020-07-27 02:28:34,609 - mmaction - INFO - Epoch [118][2660/3757] lr: 2.730e-02, eta: 1 day, 16:33:38, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3398, top5_acc: 0.5914, loss_cls: 3.0357, loss: 3.0357, grad_norm: 3.7296 2020-07-27 02:28:46,083 - mmaction - INFO - Epoch [118][2680/3757] lr: 2.730e-02, eta: 1 day, 16:33:25, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3250, top5_acc: 0.5703, loss_cls: 3.1851, loss: 3.1851, grad_norm: 3.6083 2020-07-27 02:28:57,535 - mmaction - INFO - Epoch [118][2700/3757] lr: 2.730e-02, eta: 1 day, 16:33:12, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3344, top5_acc: 0.5969, loss_cls: 3.0318, loss: 3.0318, grad_norm: 3.4507 2020-07-27 02:29:08,894 - mmaction - INFO - Epoch [118][2720/3757] lr: 2.730e-02, eta: 1 day, 16:32:58, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3367, top5_acc: 0.5797, loss_cls: 3.0921, loss: 3.0921, grad_norm: 3.6167 2020-07-27 02:29:20,344 - mmaction - INFO - Epoch [118][2740/3757] lr: 2.730e-02, eta: 1 day, 16:32:45, time: 0.572, data_time: 0.005, memory: 5232, top1_acc: 0.3484, top5_acc: 0.5961, loss_cls: 2.9558, loss: 2.9558, grad_norm: 3.4901 2020-07-27 02:29:31,881 - mmaction - INFO - Epoch [118][2760/3757] lr: 2.730e-02, eta: 1 day, 16:32:32, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3430, top5_acc: 0.6102, loss_cls: 3.0046, loss: 3.0046, grad_norm: 3.5703 2020-07-27 02:29:44,378 - mmaction - INFO - Epoch [118][2780/3757] lr: 2.730e-02, eta: 1 day, 16:32:19, time: 0.626, data_time: 0.002, memory: 5232, top1_acc: 0.3539, top5_acc: 0.5883, loss_cls: 3.0146, loss: 3.0146, grad_norm: 3.6136 2020-07-27 02:29:55,748 - mmaction - INFO - Epoch [118][2800/3757] lr: 2.730e-02, eta: 1 day, 16:32:06, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3641, top5_acc: 0.5820, loss_cls: 3.0347, loss: 3.0347, grad_norm: 3.5362 2020-07-27 02:30:08,233 - mmaction - INFO - Epoch [118][2820/3757] lr: 2.730e-02, eta: 1 day, 16:31:54, time: 0.625, data_time: 0.015, memory: 5232, top1_acc: 0.3406, top5_acc: 0.5992, loss_cls: 2.9956, loss: 2.9956, grad_norm: 3.4906 2020-07-27 02:30:21,310 - mmaction - INFO - Epoch [118][2840/3757] lr: 2.730e-02, eta: 1 day, 16:31:42, time: 0.654, data_time: 0.003, memory: 5232, top1_acc: 0.3266, top5_acc: 0.5656, loss_cls: 3.1305, loss: 3.1305, grad_norm: 3.6871 2020-07-27 02:30:34,415 - mmaction - INFO - Epoch [118][2860/3757] lr: 2.730e-02, eta: 1 day, 16:31:30, time: 0.655, data_time: 0.003, memory: 5232, top1_acc: 0.3531, top5_acc: 0.5930, loss_cls: 3.0075, loss: 3.0075, grad_norm: 3.5281 2020-07-27 02:30:45,821 - mmaction - INFO - Epoch [118][2880/3757] lr: 2.730e-02, eta: 1 day, 16:31:16, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3344, top5_acc: 0.5883, loss_cls: 3.0619, loss: 3.0619, grad_norm: 3.5370 2020-07-27 02:31:01,604 - mmaction - INFO - Epoch [118][2900/3757] lr: 2.730e-02, eta: 1 day, 16:31:06, time: 0.788, data_time: 0.003, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5797, loss_cls: 3.1229, loss: 3.1229, grad_norm: 3.5536 2020-07-27 02:31:13,076 - mmaction - INFO - Epoch [118][2920/3757] lr: 2.730e-02, eta: 1 day, 16:30:53, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3531, top5_acc: 0.5953, loss_cls: 2.9968, loss: 2.9968, grad_norm: 3.4339 2020-07-27 02:31:24,570 - mmaction - INFO - Epoch [118][2940/3757] lr: 2.730e-02, eta: 1 day, 16:30:40, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3453, top5_acc: 0.5727, loss_cls: 3.0305, loss: 3.0305, grad_norm: 3.5660 2020-07-27 02:31:36,452 - mmaction - INFO - Epoch [118][2960/3757] lr: 2.730e-02, eta: 1 day, 16:30:27, time: 0.594, data_time: 0.026, memory: 5232, top1_acc: 0.3461, top5_acc: 0.5930, loss_cls: 2.9564, loss: 2.9564, grad_norm: 3.5540 2020-07-27 02:31:47,996 - mmaction - INFO - Epoch [118][2980/3757] lr: 2.730e-02, eta: 1 day, 16:30:14, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3484, top5_acc: 0.5938, loss_cls: 2.9691, loss: 2.9691, grad_norm: 3.6594 2020-07-27 02:31:59,379 - mmaction - INFO - Epoch [118][3000/3757] lr: 2.730e-02, eta: 1 day, 16:30:00, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3141, top5_acc: 0.5656, loss_cls: 3.1277, loss: 3.1277, grad_norm: 3.6074 2020-07-27 02:32:10,854 - mmaction - INFO - Epoch [118][3020/3757] lr: 2.730e-02, eta: 1 day, 16:29:47, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3680, top5_acc: 0.6102, loss_cls: 2.8922, loss: 2.8922, grad_norm: 3.4977 2020-07-27 02:32:22,317 - mmaction - INFO - Epoch [118][3040/3757] lr: 2.730e-02, eta: 1 day, 16:29:34, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3492, top5_acc: 0.6180, loss_cls: 2.9582, loss: 2.9582, grad_norm: 3.6080 2020-07-27 02:32:33,739 - mmaction - INFO - Epoch [118][3060/3757] lr: 2.730e-02, eta: 1 day, 16:29:21, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3555, top5_acc: 0.5930, loss_cls: 2.9738, loss: 2.9738, grad_norm: 3.5027 2020-07-27 02:32:45,263 - mmaction - INFO - Epoch [118][3080/3757] lr: 2.730e-02, eta: 1 day, 16:29:08, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3383, top5_acc: 0.6055, loss_cls: 3.0014, loss: 3.0014, grad_norm: 3.6567 2020-07-27 02:32:56,678 - mmaction - INFO - Epoch [118][3100/3757] lr: 2.730e-02, eta: 1 day, 16:28:54, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3523, top5_acc: 0.5961, loss_cls: 2.9966, loss: 2.9966, grad_norm: 3.6097 2020-07-27 02:33:08,019 - mmaction - INFO - Epoch [118][3120/3757] lr: 2.730e-02, eta: 1 day, 16:28:41, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.2984, top5_acc: 0.5687, loss_cls: 3.1294, loss: 3.1294, grad_norm: 3.5758 2020-07-27 02:33:19,529 - mmaction - INFO - Epoch [118][3140/3757] lr: 2.730e-02, eta: 1 day, 16:28:28, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3484, top5_acc: 0.5664, loss_cls: 3.0666, loss: 3.0666, grad_norm: 3.5212 2020-07-27 02:33:30,962 - mmaction - INFO - Epoch [118][3160/3757] lr: 2.730e-02, eta: 1 day, 16:28:14, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3594, top5_acc: 0.6086, loss_cls: 2.9557, loss: 2.9557, grad_norm: 3.6248 2020-07-27 02:33:42,345 - mmaction - INFO - Epoch [118][3180/3757] lr: 2.730e-02, eta: 1 day, 16:28:01, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.3609, top5_acc: 0.6023, loss_cls: 2.9402, loss: 2.9402, grad_norm: 3.6195 2020-07-27 02:33:53,800 - mmaction - INFO - Epoch [118][3200/3757] lr: 2.730e-02, eta: 1 day, 16:27:48, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5820, loss_cls: 3.0655, loss: 3.0655, grad_norm: 3.6993 2020-07-27 02:34:05,155 - mmaction - INFO - Epoch [118][3220/3757] lr: 2.730e-02, eta: 1 day, 16:27:35, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3617, top5_acc: 0.6125, loss_cls: 2.9063, loss: 2.9063, grad_norm: 3.5672 2020-07-27 02:34:16,632 - mmaction - INFO - Epoch [118][3240/3757] lr: 2.730e-02, eta: 1 day, 16:27:21, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3414, top5_acc: 0.6102, loss_cls: 2.9540, loss: 2.9540, grad_norm: 3.5350 2020-07-27 02:34:27,996 - mmaction - INFO - Epoch [118][3260/3757] lr: 2.730e-02, eta: 1 day, 16:27:08, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3617, top5_acc: 0.5805, loss_cls: 3.0552, loss: 3.0552, grad_norm: 3.5635 2020-07-27 02:34:39,396 - mmaction - INFO - Epoch [118][3280/3757] lr: 2.730e-02, eta: 1 day, 16:26:55, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5953, loss_cls: 3.0348, loss: 3.0348, grad_norm: 3.5847 2020-07-27 02:34:50,853 - mmaction - INFO - Epoch [118][3300/3757] lr: 2.730e-02, eta: 1 day, 16:26:42, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.3438, top5_acc: 0.5930, loss_cls: 2.9731, loss: 2.9731, grad_norm: 3.4829 2020-07-27 02:35:02,337 - mmaction - INFO - Epoch [118][3320/3757] lr: 2.730e-02, eta: 1 day, 16:26:28, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5852, loss_cls: 3.0405, loss: 3.0405, grad_norm: 3.6028 2020-07-27 02:35:13,626 - mmaction - INFO - Epoch [118][3340/3757] lr: 2.730e-02, eta: 1 day, 16:26:15, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.3516, top5_acc: 0.5906, loss_cls: 2.9557, loss: 2.9557, grad_norm: 3.5504 2020-07-27 02:35:25,182 - mmaction - INFO - Epoch [118][3360/3757] lr: 2.730e-02, eta: 1 day, 16:26:02, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3461, top5_acc: 0.5734, loss_cls: 3.0788, loss: 3.0788, grad_norm: 3.6425 2020-07-27 02:35:36,658 - mmaction - INFO - Epoch [118][3380/3757] lr: 2.730e-02, eta: 1 day, 16:25:49, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3344, top5_acc: 0.5813, loss_cls: 3.0641, loss: 3.0641, grad_norm: 3.6424 2020-07-27 02:35:48,113 - mmaction - INFO - Epoch [118][3400/3757] lr: 2.730e-02, eta: 1 day, 16:25:35, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3297, top5_acc: 0.6070, loss_cls: 3.0411, loss: 3.0411, grad_norm: 3.5353 2020-07-27 02:35:59,472 - mmaction - INFO - Epoch [118][3420/3757] lr: 2.730e-02, eta: 1 day, 16:25:22, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3305, top5_acc: 0.5711, loss_cls: 3.0404, loss: 3.0404, grad_norm: 3.5886 2020-07-27 02:36:10,991 - mmaction - INFO - Epoch [118][3440/3757] lr: 2.730e-02, eta: 1 day, 16:25:09, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3430, top5_acc: 0.5844, loss_cls: 3.0555, loss: 3.0555, grad_norm: 3.4770 2020-07-27 02:36:22,520 - mmaction - INFO - Epoch [118][3460/3757] lr: 2.730e-02, eta: 1 day, 16:24:56, time: 0.577, data_time: 0.013, memory: 5232, top1_acc: 0.3461, top5_acc: 0.6000, loss_cls: 2.9680, loss: 2.9680, grad_norm: 3.4996 2020-07-27 02:36:34,286 - mmaction - INFO - Epoch [118][3480/3757] lr: 2.730e-02, eta: 1 day, 16:24:43, time: 0.588, data_time: 0.015, memory: 5232, top1_acc: 0.3500, top5_acc: 0.6055, loss_cls: 2.9469, loss: 2.9469, grad_norm: 3.6171 2020-07-27 02:36:46,388 - mmaction - INFO - Epoch [118][3500/3757] lr: 2.730e-02, eta: 1 day, 16:24:30, time: 0.605, data_time: 0.025, memory: 5232, top1_acc: 0.3406, top5_acc: 0.5711, loss_cls: 3.0657, loss: 3.0657, grad_norm: 3.5847 2020-07-27 02:36:57,892 - mmaction - INFO - Epoch [118][3520/3757] lr: 2.730e-02, eta: 1 day, 16:24:17, time: 0.575, data_time: 0.008, memory: 5232, top1_acc: 0.3594, top5_acc: 0.6031, loss_cls: 2.9139, loss: 2.9139, grad_norm: 3.4544 2020-07-27 02:37:09,576 - mmaction - INFO - Epoch [118][3540/3757] lr: 2.730e-02, eta: 1 day, 16:24:04, time: 0.584, data_time: 0.015, memory: 5232, top1_acc: 0.3516, top5_acc: 0.5984, loss_cls: 2.9555, loss: 2.9555, grad_norm: 3.4761 2020-07-27 02:37:21,536 - mmaction - INFO - Epoch [118][3560/3757] lr: 2.730e-02, eta: 1 day, 16:23:51, time: 0.597, data_time: 0.025, memory: 5232, top1_acc: 0.3453, top5_acc: 0.5977, loss_cls: 3.0322, loss: 3.0322, grad_norm: 3.5863 2020-07-27 02:37:32,971 - mmaction - INFO - Epoch [118][3580/3757] lr: 2.730e-02, eta: 1 day, 16:23:37, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.5867, loss_cls: 3.0029, loss: 3.0029, grad_norm: 3.4938 2020-07-27 02:37:44,399 - mmaction - INFO - Epoch [118][3600/3757] lr: 2.730e-02, eta: 1 day, 16:23:24, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3430, top5_acc: 0.6156, loss_cls: 2.9392, loss: 2.9392, grad_norm: 3.5714 2020-07-27 02:37:55,815 - mmaction - INFO - Epoch [118][3620/3757] lr: 2.730e-02, eta: 1 day, 16:23:11, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3422, top5_acc: 0.5930, loss_cls: 3.0587, loss: 3.0587, grad_norm: 3.6521 2020-07-27 02:38:07,473 - mmaction - INFO - Epoch [118][3640/3757] lr: 2.730e-02, eta: 1 day, 16:22:58, time: 0.582, data_time: 0.013, memory: 5232, top1_acc: 0.3625, top5_acc: 0.6164, loss_cls: 2.9270, loss: 2.9270, grad_norm: 3.7003 2020-07-27 02:38:19,306 - mmaction - INFO - Epoch [118][3660/3757] lr: 2.730e-02, eta: 1 day, 16:22:45, time: 0.592, data_time: 0.015, memory: 5232, top1_acc: 0.3508, top5_acc: 0.5828, loss_cls: 3.0517, loss: 3.0517, grad_norm: 3.6646 2020-07-27 02:38:31,075 - mmaction - INFO - Epoch [118][3680/3757] lr: 2.730e-02, eta: 1 day, 16:22:32, time: 0.588, data_time: 0.025, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5789, loss_cls: 3.0503, loss: 3.0503, grad_norm: 3.6379 2020-07-27 02:38:42,818 - mmaction - INFO - Epoch [118][3700/3757] lr: 2.730e-02, eta: 1 day, 16:22:19, time: 0.586, data_time: 0.016, memory: 5232, top1_acc: 0.3281, top5_acc: 0.5844, loss_cls: 3.0274, loss: 3.0274, grad_norm: 3.5780 2020-07-27 02:38:54,516 - mmaction - INFO - Epoch [118][3720/3757] lr: 2.730e-02, eta: 1 day, 16:22:06, time: 0.585, data_time: 0.024, memory: 5232, top1_acc: 0.3367, top5_acc: 0.5875, loss_cls: 3.0553, loss: 3.0553, grad_norm: 3.6575 2020-07-27 02:39:06,236 - mmaction - INFO - Epoch [118][3740/3757] lr: 2.730e-02, eta: 1 day, 16:21:53, time: 0.587, data_time: 0.016, memory: 5232, top1_acc: 0.3398, top5_acc: 0.5969, loss_cls: 2.9816, loss: 2.9816, grad_norm: 3.5412 2020-07-27 02:43:54,295 - mmaction - INFO - Epoch [119][20/3757] lr: 2.653e-02, eta: 1 day, 16:24:38, time: 13.749, data_time: 13.079, memory: 5232, top1_acc: 0.3812, top5_acc: 0.6078, loss_cls: 2.9297, loss: 2.9297, grad_norm: 3.5292 2020-07-27 02:44:05,635 - mmaction - INFO - Epoch [119][40/3757] lr: 2.653e-02, eta: 1 day, 16:24:24, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.6039, loss_cls: 2.9473, loss: 2.9473, grad_norm: 3.5369 2020-07-27 02:44:16,994 - mmaction - INFO - Epoch [119][60/3757] lr: 2.653e-02, eta: 1 day, 16:24:11, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3461, top5_acc: 0.5773, loss_cls: 3.0245, loss: 3.0245, grad_norm: 3.6016 2020-07-27 02:44:28,317 - mmaction - INFO - Epoch [119][80/3757] lr: 2.653e-02, eta: 1 day, 16:23:58, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3680, top5_acc: 0.6227, loss_cls: 2.8730, loss: 2.8730, grad_norm: 3.6162 2020-07-27 02:44:39,673 - mmaction - INFO - Epoch [119][100/3757] lr: 2.653e-02, eta: 1 day, 16:23:44, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3563, top5_acc: 0.6156, loss_cls: 2.9034, loss: 2.9034, grad_norm: 3.5800 2020-07-27 02:44:50,993 - mmaction - INFO - Epoch [119][120/3757] lr: 2.653e-02, eta: 1 day, 16:23:31, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3625, top5_acc: 0.6102, loss_cls: 2.8842, loss: 2.8842, grad_norm: 3.5962 2020-07-27 02:45:02,500 - mmaction - INFO - Epoch [119][140/3757] lr: 2.653e-02, eta: 1 day, 16:23:18, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3617, top5_acc: 0.5953, loss_cls: 2.9358, loss: 2.9358, grad_norm: 3.7096 2020-07-27 02:45:13,881 - mmaction - INFO - Epoch [119][160/3757] lr: 2.653e-02, eta: 1 day, 16:23:04, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.3125, top5_acc: 0.5664, loss_cls: 3.1417, loss: 3.1417, grad_norm: 3.7166 2020-07-27 02:45:25,247 - mmaction - INFO - Epoch [119][180/3757] lr: 2.653e-02, eta: 1 day, 16:22:51, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3422, top5_acc: 0.5906, loss_cls: 3.0439, loss: 3.0439, grad_norm: 3.5711 2020-07-27 02:45:36,635 - mmaction - INFO - Epoch [119][200/3757] lr: 2.653e-02, eta: 1 day, 16:22:38, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3375, top5_acc: 0.5867, loss_cls: 3.0304, loss: 3.0304, grad_norm: 3.5256 2020-07-27 02:45:48,055 - mmaction - INFO - Epoch [119][220/3757] lr: 2.653e-02, eta: 1 day, 16:22:25, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3391, top5_acc: 0.6102, loss_cls: 2.9165, loss: 2.9165, grad_norm: 3.5600 2020-07-27 02:45:59,544 - mmaction - INFO - Epoch [119][240/3757] lr: 2.653e-02, eta: 1 day, 16:22:11, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3555, top5_acc: 0.6031, loss_cls: 2.9565, loss: 2.9565, grad_norm: 3.4907 2020-07-27 02:46:10,936 - mmaction - INFO - Epoch [119][260/3757] lr: 2.653e-02, eta: 1 day, 16:21:58, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3727, top5_acc: 0.6094, loss_cls: 2.8407, loss: 2.8407, grad_norm: 3.4739 2020-07-27 02:46:22,362 - mmaction - INFO - Epoch [119][280/3757] lr: 2.653e-02, eta: 1 day, 16:21:45, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3563, top5_acc: 0.6273, loss_cls: 2.9029, loss: 2.9029, grad_norm: 3.5276 2020-07-27 02:46:33,669 - mmaction - INFO - Epoch [119][300/3757] lr: 2.653e-02, eta: 1 day, 16:21:31, time: 0.565, data_time: 0.002, memory: 5232, top1_acc: 0.3500, top5_acc: 0.5969, loss_cls: 2.9479, loss: 2.9479, grad_norm: 3.5965 2020-07-27 02:46:45,086 - mmaction - INFO - Epoch [119][320/3757] lr: 2.653e-02, eta: 1 day, 16:21:18, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3422, top5_acc: 0.5867, loss_cls: 3.0128, loss: 3.0128, grad_norm: 3.7203 2020-07-27 02:46:56,379 - mmaction - INFO - Epoch [119][340/3757] lr: 2.653e-02, eta: 1 day, 16:21:05, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3414, top5_acc: 0.5969, loss_cls: 3.0298, loss: 3.0298, grad_norm: 3.6799 2020-07-27 02:47:07,793 - mmaction - INFO - Epoch [119][360/3757] lr: 2.653e-02, eta: 1 day, 16:20:51, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5820, loss_cls: 3.0712, loss: 3.0712, grad_norm: 3.7419 2020-07-27 02:47:19,188 - mmaction - INFO - Epoch [119][380/3757] lr: 2.653e-02, eta: 1 day, 16:20:38, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.3469, top5_acc: 0.5961, loss_cls: 3.0186, loss: 3.0186, grad_norm: 3.5394 2020-07-27 02:47:30,532 - mmaction - INFO - Epoch [119][400/3757] lr: 2.653e-02, eta: 1 day, 16:20:25, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3484, top5_acc: 0.5914, loss_cls: 3.0194, loss: 3.0194, grad_norm: 3.6510 2020-07-27 02:47:42,454 - mmaction - INFO - Epoch [119][420/3757] lr: 2.653e-02, eta: 1 day, 16:20:12, time: 0.596, data_time: 0.028, memory: 5232, top1_acc: 0.3445, top5_acc: 0.5914, loss_cls: 3.0069, loss: 3.0069, grad_norm: 3.7637 2020-07-27 02:47:53,742 - mmaction - INFO - Epoch [119][440/3757] lr: 2.653e-02, eta: 1 day, 16:19:58, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3578, top5_acc: 0.5945, loss_cls: 2.9941, loss: 2.9941, grad_norm: 3.6027 2020-07-27 02:48:05,085 - mmaction - INFO - Epoch [119][460/3757] lr: 2.653e-02, eta: 1 day, 16:19:45, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3430, top5_acc: 0.6000, loss_cls: 2.9743, loss: 2.9743, grad_norm: 3.5999 2020-07-27 02:48:16,533 - mmaction - INFO - Epoch [119][480/3757] lr: 2.653e-02, eta: 1 day, 16:19:32, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5695, loss_cls: 3.0793, loss: 3.0793, grad_norm: 3.6696 2020-07-27 02:48:27,832 - mmaction - INFO - Epoch [119][500/3757] lr: 2.653e-02, eta: 1 day, 16:19:18, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3367, top5_acc: 0.6016, loss_cls: 2.9619, loss: 2.9619, grad_norm: 3.6312 2020-07-27 02:48:39,106 - mmaction - INFO - Epoch [119][520/3757] lr: 2.653e-02, eta: 1 day, 16:19:05, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5734, loss_cls: 3.0959, loss: 3.0959, grad_norm: 3.5981 2020-07-27 02:48:50,501 - mmaction - INFO - Epoch [119][540/3757] lr: 2.653e-02, eta: 1 day, 16:18:52, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3352, top5_acc: 0.5883, loss_cls: 3.0373, loss: 3.0373, grad_norm: 3.4905 2020-07-27 02:49:01,902 - mmaction - INFO - Epoch [119][560/3757] lr: 2.653e-02, eta: 1 day, 16:18:38, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3680, top5_acc: 0.6227, loss_cls: 2.9496, loss: 2.9496, grad_norm: 3.5537 2020-07-27 02:49:13,229 - mmaction - INFO - Epoch [119][580/3757] lr: 2.653e-02, eta: 1 day, 16:18:25, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3391, top5_acc: 0.6086, loss_cls: 3.0328, loss: 3.0328, grad_norm: 3.6603 2020-07-27 02:49:24,519 - mmaction - INFO - Epoch [119][600/3757] lr: 2.653e-02, eta: 1 day, 16:18:12, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.3555, top5_acc: 0.6000, loss_cls: 2.9159, loss: 2.9159, grad_norm: 3.4850 2020-07-27 02:49:35,935 - mmaction - INFO - Epoch [119][620/3757] lr: 2.653e-02, eta: 1 day, 16:17:58, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3664, top5_acc: 0.6102, loss_cls: 2.9107, loss: 2.9107, grad_norm: 3.5833 2020-07-27 02:49:47,414 - mmaction - INFO - Epoch [119][640/3757] lr: 2.653e-02, eta: 1 day, 16:17:45, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3539, top5_acc: 0.5758, loss_cls: 3.0069, loss: 3.0069, grad_norm: 3.5907 2020-07-27 02:49:58,910 - mmaction - INFO - Epoch [119][660/3757] lr: 2.653e-02, eta: 1 day, 16:17:32, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3695, top5_acc: 0.6172, loss_cls: 2.8702, loss: 2.8702, grad_norm: 3.5377 2020-07-27 02:50:10,365 - mmaction - INFO - Epoch [119][680/3757] lr: 2.653e-02, eta: 1 day, 16:17:19, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.5750, loss_cls: 3.0541, loss: 3.0541, grad_norm: 3.5903 2020-07-27 02:50:21,825 - mmaction - INFO - Epoch [119][700/3757] lr: 2.653e-02, eta: 1 day, 16:17:05, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3531, top5_acc: 0.5930, loss_cls: 2.9571, loss: 2.9571, grad_norm: 3.5857 2020-07-27 02:50:33,152 - mmaction - INFO - Epoch [119][720/3757] lr: 2.653e-02, eta: 1 day, 16:16:52, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3625, top5_acc: 0.5961, loss_cls: 2.9616, loss: 2.9616, grad_norm: 3.5795 2020-07-27 02:50:44,587 - mmaction - INFO - Epoch [119][740/3757] lr: 2.653e-02, eta: 1 day, 16:16:39, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.5836, loss_cls: 3.0063, loss: 3.0063, grad_norm: 3.6500 2020-07-27 02:50:55,968 - mmaction - INFO - Epoch [119][760/3757] lr: 2.653e-02, eta: 1 day, 16:16:26, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3453, top5_acc: 0.5969, loss_cls: 2.9476, loss: 2.9476, grad_norm: 3.6070 2020-07-27 02:51:07,403 - mmaction - INFO - Epoch [119][780/3757] lr: 2.653e-02, eta: 1 day, 16:16:12, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3438, top5_acc: 0.5930, loss_cls: 2.9764, loss: 2.9764, grad_norm: 3.5991 2020-07-27 02:51:19,048 - mmaction - INFO - Epoch [119][800/3757] lr: 2.653e-02, eta: 1 day, 16:15:59, time: 0.583, data_time: 0.017, memory: 5232, top1_acc: 0.3563, top5_acc: 0.5922, loss_cls: 3.0009, loss: 3.0009, grad_norm: 3.6821 2020-07-27 02:51:30,481 - mmaction - INFO - Epoch [119][820/3757] lr: 2.653e-02, eta: 1 day, 16:15:46, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3719, top5_acc: 0.6180, loss_cls: 2.9522, loss: 2.9522, grad_norm: 3.5338 2020-07-27 02:51:41,985 - mmaction - INFO - Epoch [119][840/3757] lr: 2.653e-02, eta: 1 day, 16:15:33, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3555, top5_acc: 0.5805, loss_cls: 3.0133, loss: 3.0133, grad_norm: 3.7698 2020-07-27 02:51:53,493 - mmaction - INFO - Epoch [119][860/3757] lr: 2.653e-02, eta: 1 day, 16:15:19, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3508, top5_acc: 0.5852, loss_cls: 2.9982, loss: 2.9982, grad_norm: 3.6917 2020-07-27 02:52:04,858 - mmaction - INFO - Epoch [119][880/3757] lr: 2.653e-02, eta: 1 day, 16:15:06, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3438, top5_acc: 0.5875, loss_cls: 3.0077, loss: 3.0077, grad_norm: 3.5844 2020-07-27 02:52:16,377 - mmaction - INFO - Epoch [119][900/3757] lr: 2.653e-02, eta: 1 day, 16:14:53, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3555, top5_acc: 0.5898, loss_cls: 2.9937, loss: 2.9937, grad_norm: 3.6784 2020-07-27 02:52:27,640 - mmaction - INFO - Epoch [119][920/3757] lr: 2.653e-02, eta: 1 day, 16:14:39, time: 0.563, data_time: 0.001, memory: 5232, top1_acc: 0.3375, top5_acc: 0.5773, loss_cls: 3.0794, loss: 3.0794, grad_norm: 3.6351 2020-07-27 02:52:39,044 - mmaction - INFO - Epoch [119][940/3757] lr: 2.653e-02, eta: 1 day, 16:14:26, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3594, top5_acc: 0.5867, loss_cls: 2.9963, loss: 2.9963, grad_norm: 3.5565 2020-07-27 02:52:50,428 - mmaction - INFO - Epoch [119][960/3757] lr: 2.653e-02, eta: 1 day, 16:14:13, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3383, top5_acc: 0.6031, loss_cls: 2.9345, loss: 2.9345, grad_norm: 3.5183 2020-07-27 02:53:01,838 - mmaction - INFO - Epoch [119][980/3757] lr: 2.653e-02, eta: 1 day, 16:14:00, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3727, top5_acc: 0.5984, loss_cls: 2.9185, loss: 2.9185, grad_norm: 3.4945 2020-07-27 02:53:13,245 - mmaction - INFO - Epoch [119][1000/3757] lr: 2.653e-02, eta: 1 day, 16:13:46, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.3609, top5_acc: 0.6000, loss_cls: 2.9535, loss: 2.9535, grad_norm: 3.6191 2020-07-27 02:53:24,785 - mmaction - INFO - Epoch [119][1020/3757] lr: 2.653e-02, eta: 1 day, 16:13:33, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3547, top5_acc: 0.5969, loss_cls: 2.9616, loss: 2.9616, grad_norm: 3.6209 2020-07-27 02:53:36,214 - mmaction - INFO - Epoch [119][1040/3757] lr: 2.653e-02, eta: 1 day, 16:13:20, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3438, top5_acc: 0.5961, loss_cls: 3.0290, loss: 3.0290, grad_norm: 3.6979 2020-07-27 02:53:47,705 - mmaction - INFO - Epoch [119][1060/3757] lr: 2.653e-02, eta: 1 day, 16:13:07, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5891, loss_cls: 3.0701, loss: 3.0701, grad_norm: 3.5898 2020-07-27 02:53:59,128 - mmaction - INFO - Epoch [119][1080/3757] lr: 2.653e-02, eta: 1 day, 16:12:53, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3625, top5_acc: 0.6117, loss_cls: 2.9031, loss: 2.9031, grad_norm: 3.6097 2020-07-27 02:54:10,660 - mmaction - INFO - Epoch [119][1100/3757] lr: 2.653e-02, eta: 1 day, 16:12:40, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3469, top5_acc: 0.5906, loss_cls: 3.0425, loss: 3.0425, grad_norm: 3.6825 2020-07-27 02:54:22,024 - mmaction - INFO - Epoch [119][1120/3757] lr: 2.653e-02, eta: 1 day, 16:12:27, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3633, top5_acc: 0.6008, loss_cls: 2.9296, loss: 2.9296, grad_norm: 3.5519 2020-07-27 02:54:34,582 - mmaction - INFO - Epoch [119][1140/3757] lr: 2.653e-02, eta: 1 day, 16:12:14, time: 0.628, data_time: 0.064, memory: 5232, top1_acc: 0.3391, top5_acc: 0.5914, loss_cls: 2.9993, loss: 2.9993, grad_norm: 3.7477 2020-07-27 02:54:45,899 - mmaction - INFO - Epoch [119][1160/3757] lr: 2.653e-02, eta: 1 day, 16:12:01, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3367, top5_acc: 0.5719, loss_cls: 3.0758, loss: 3.0758, grad_norm: 3.6396 2020-07-27 02:54:57,305 - mmaction - INFO - Epoch [119][1180/3757] lr: 2.653e-02, eta: 1 day, 16:11:48, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3414, top5_acc: 0.5766, loss_cls: 3.0412, loss: 3.0412, grad_norm: 3.5815 2020-07-27 02:55:08,735 - mmaction - INFO - Epoch [119][1200/3757] lr: 2.653e-02, eta: 1 day, 16:11:34, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.3430, top5_acc: 0.6109, loss_cls: 2.9321, loss: 2.9321, grad_norm: 3.5431 2020-07-27 02:55:20,523 - mmaction - INFO - Epoch [119][1220/3757] lr: 2.653e-02, eta: 1 day, 16:11:21, time: 0.589, data_time: 0.023, memory: 5232, top1_acc: 0.3484, top5_acc: 0.6023, loss_cls: 2.9528, loss: 2.9528, grad_norm: 3.5464 2020-07-27 02:55:32,170 - mmaction - INFO - Epoch [119][1240/3757] lr: 2.653e-02, eta: 1 day, 16:11:08, time: 0.583, data_time: 0.018, memory: 5232, top1_acc: 0.3688, top5_acc: 0.6008, loss_cls: 2.9330, loss: 2.9330, grad_norm: 3.6592 2020-07-27 02:55:43,930 - mmaction - INFO - Epoch [119][1260/3757] lr: 2.653e-02, eta: 1 day, 16:10:55, time: 0.588, data_time: 0.023, memory: 5232, top1_acc: 0.3492, top5_acc: 0.6062, loss_cls: 2.9671, loss: 2.9671, grad_norm: 3.6303 2020-07-27 02:55:55,680 - mmaction - INFO - Epoch [119][1280/3757] lr: 2.653e-02, eta: 1 day, 16:10:42, time: 0.587, data_time: 0.017, memory: 5232, top1_acc: 0.3422, top5_acc: 0.6008, loss_cls: 2.9840, loss: 2.9840, grad_norm: 3.5995 2020-07-27 02:56:07,528 - mmaction - INFO - Epoch [119][1300/3757] lr: 2.653e-02, eta: 1 day, 16:10:29, time: 0.593, data_time: 0.025, memory: 5232, top1_acc: 0.3336, top5_acc: 0.5906, loss_cls: 3.0276, loss: 3.0276, grad_norm: 3.6230 2020-07-27 02:56:18,939 - mmaction - INFO - Epoch [119][1320/3757] lr: 2.653e-02, eta: 1 day, 16:10:16, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3422, top5_acc: 0.5727, loss_cls: 3.0954, loss: 3.0954, grad_norm: 3.6788 2020-07-27 02:56:30,387 - mmaction - INFO - Epoch [119][1340/3757] lr: 2.653e-02, eta: 1 day, 16:10:03, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3555, top5_acc: 0.6023, loss_cls: 2.9578, loss: 2.9578, grad_norm: 3.5430 2020-07-27 02:56:41,818 - mmaction - INFO - Epoch [119][1360/3757] lr: 2.653e-02, eta: 1 day, 16:09:49, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3469, top5_acc: 0.5945, loss_cls: 2.9999, loss: 2.9999, grad_norm: 3.5799 2020-07-27 02:56:53,623 - mmaction - INFO - Epoch [119][1380/3757] lr: 2.653e-02, eta: 1 day, 16:09:37, time: 0.590, data_time: 0.023, memory: 5232, top1_acc: 0.3625, top5_acc: 0.6125, loss_cls: 2.8989, loss: 2.8989, grad_norm: 3.5457 2020-07-27 02:57:05,211 - mmaction - INFO - Epoch [119][1400/3757] lr: 2.653e-02, eta: 1 day, 16:09:23, time: 0.580, data_time: 0.016, memory: 5232, top1_acc: 0.3281, top5_acc: 0.5781, loss_cls: 3.0261, loss: 3.0261, grad_norm: 3.7053 2020-07-27 02:57:17,000 - mmaction - INFO - Epoch [119][1420/3757] lr: 2.653e-02, eta: 1 day, 16:09:10, time: 0.589, data_time: 0.023, memory: 5232, top1_acc: 0.3633, top5_acc: 0.6125, loss_cls: 2.8512, loss: 2.8512, grad_norm: 3.6051 2020-07-27 02:57:28,630 - mmaction - INFO - Epoch [119][1440/3757] lr: 2.653e-02, eta: 1 day, 16:08:57, time: 0.582, data_time: 0.015, memory: 5232, top1_acc: 0.3680, top5_acc: 0.5961, loss_cls: 2.9971, loss: 2.9971, grad_norm: 3.6515 2020-07-27 02:57:40,429 - mmaction - INFO - Epoch [119][1460/3757] lr: 2.653e-02, eta: 1 day, 16:08:44, time: 0.590, data_time: 0.023, memory: 5232, top1_acc: 0.3484, top5_acc: 0.5781, loss_cls: 3.0196, loss: 3.0196, grad_norm: 3.6305 2020-07-27 02:57:52,071 - mmaction - INFO - Epoch [119][1480/3757] lr: 2.653e-02, eta: 1 day, 16:08:31, time: 0.582, data_time: 0.015, memory: 5232, top1_acc: 0.3438, top5_acc: 0.5984, loss_cls: 2.9786, loss: 2.9786, grad_norm: 3.6848 2020-07-27 02:58:04,426 - mmaction - INFO - Epoch [119][1500/3757] lr: 2.653e-02, eta: 1 day, 16:08:19, time: 0.618, data_time: 0.055, memory: 5232, top1_acc: 0.3430, top5_acc: 0.6000, loss_cls: 2.9721, loss: 2.9721, grad_norm: 3.6560 2020-07-27 02:58:15,997 - mmaction - INFO - Epoch [119][1520/3757] lr: 2.653e-02, eta: 1 day, 16:08:05, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3461, top5_acc: 0.6000, loss_cls: 3.0307, loss: 3.0307, grad_norm: 3.7681 2020-07-27 02:58:27,352 - mmaction - INFO - Epoch [119][1540/3757] lr: 2.653e-02, eta: 1 day, 16:07:52, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3383, top5_acc: 0.5859, loss_cls: 3.0373, loss: 3.0373, grad_norm: 3.6472 2020-07-27 02:58:39,735 - mmaction - INFO - Epoch [119][1560/3757] lr: 2.653e-02, eta: 1 day, 16:07:39, time: 0.619, data_time: 0.003, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5922, loss_cls: 3.0864, loss: 3.0864, grad_norm: 3.6727 2020-07-27 02:58:51,524 - mmaction - INFO - Epoch [119][1580/3757] lr: 2.653e-02, eta: 1 day, 16:07:26, time: 0.590, data_time: 0.025, memory: 5232, top1_acc: 0.3648, top5_acc: 0.6109, loss_cls: 2.9351, loss: 2.9351, grad_norm: 3.5899 2020-07-27 02:59:03,234 - mmaction - INFO - Epoch [119][1600/3757] lr: 2.653e-02, eta: 1 day, 16:07:13, time: 0.586, data_time: 0.015, memory: 5232, top1_acc: 0.3555, top5_acc: 0.6023, loss_cls: 2.9457, loss: 2.9457, grad_norm: 3.6358 2020-07-27 02:59:14,963 - mmaction - INFO - Epoch [119][1620/3757] lr: 2.653e-02, eta: 1 day, 16:07:00, time: 0.586, data_time: 0.025, memory: 5232, top1_acc: 0.3508, top5_acc: 0.5891, loss_cls: 3.0126, loss: 3.0126, grad_norm: 3.6202 2020-07-27 02:59:26,689 - mmaction - INFO - Epoch [119][1640/3757] lr: 2.653e-02, eta: 1 day, 16:06:47, time: 0.586, data_time: 0.015, memory: 5232, top1_acc: 0.3391, top5_acc: 0.6023, loss_cls: 3.0110, loss: 3.0110, grad_norm: 3.6554 2020-07-27 02:59:38,440 - mmaction - INFO - Epoch [119][1660/3757] lr: 2.653e-02, eta: 1 day, 16:06:34, time: 0.587, data_time: 0.020, memory: 5232, top1_acc: 0.3758, top5_acc: 0.6148, loss_cls: 2.8528, loss: 2.8528, grad_norm: 3.4596 2020-07-27 02:59:50,330 - mmaction - INFO - Epoch [119][1680/3757] lr: 2.653e-02, eta: 1 day, 16:06:21, time: 0.594, data_time: 0.025, memory: 5232, top1_acc: 0.3398, top5_acc: 0.5891, loss_cls: 2.9915, loss: 2.9915, grad_norm: 3.6875 2020-07-27 03:00:02,133 - mmaction - INFO - Epoch [119][1700/3757] lr: 2.653e-02, eta: 1 day, 16:06:08, time: 0.591, data_time: 0.014, memory: 5232, top1_acc: 0.3391, top5_acc: 0.6023, loss_cls: 2.9248, loss: 2.9248, grad_norm: 3.5893 2020-07-27 03:00:19,767 - mmaction - INFO - Epoch [119][1720/3757] lr: 2.653e-02, eta: 1 day, 16:06:00, time: 0.879, data_time: 0.016, memory: 5232, top1_acc: 0.3555, top5_acc: 0.5891, loss_cls: 3.0367, loss: 3.0367, grad_norm: 3.6945 2020-07-27 03:00:31,652 - mmaction - INFO - Epoch [119][1740/3757] lr: 2.653e-02, eta: 1 day, 16:05:47, time: 0.596, data_time: 0.017, memory: 5232, top1_acc: 0.3469, top5_acc: 0.5992, loss_cls: 3.0377, loss: 3.0377, grad_norm: 3.6621 2020-07-27 03:00:43,552 - mmaction - INFO - Epoch [119][1760/3757] lr: 2.653e-02, eta: 1 day, 16:05:34, time: 0.595, data_time: 0.027, memory: 5232, top1_acc: 0.3383, top5_acc: 0.5703, loss_cls: 3.0829, loss: 3.0829, grad_norm: 3.6810 2020-07-27 03:00:55,451 - mmaction - INFO - Epoch [119][1780/3757] lr: 2.653e-02, eta: 1 day, 16:05:21, time: 0.596, data_time: 0.027, memory: 5232, top1_acc: 0.3359, top5_acc: 0.5922, loss_cls: 3.0168, loss: 3.0168, grad_norm: 3.6466 2020-07-27 03:01:07,224 - mmaction - INFO - Epoch [119][1800/3757] lr: 2.653e-02, eta: 1 day, 16:05:08, time: 0.588, data_time: 0.015, memory: 5232, top1_acc: 0.3758, top5_acc: 0.5992, loss_cls: 2.9491, loss: 2.9491, grad_norm: 3.5888 2020-07-27 03:01:18,677 - mmaction - INFO - Epoch [119][1820/3757] lr: 2.653e-02, eta: 1 day, 16:04:55, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3523, top5_acc: 0.6031, loss_cls: 2.9400, loss: 2.9400, grad_norm: 3.6394 2020-07-27 03:01:30,026 - mmaction - INFO - Epoch [119][1840/3757] lr: 2.653e-02, eta: 1 day, 16:04:41, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3367, top5_acc: 0.5992, loss_cls: 2.9997, loss: 2.9997, grad_norm: 3.7101 2020-07-27 03:01:41,339 - mmaction - INFO - Epoch [119][1860/3757] lr: 2.653e-02, eta: 1 day, 16:04:28, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3617, top5_acc: 0.5930, loss_cls: 3.0255, loss: 3.0255, grad_norm: 3.6143 2020-07-27 03:01:52,780 - mmaction - INFO - Epoch [119][1880/3757] lr: 2.653e-02, eta: 1 day, 16:04:15, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3406, top5_acc: 0.6164, loss_cls: 2.9861, loss: 2.9861, grad_norm: 3.6043 2020-07-27 03:02:04,144 - mmaction - INFO - Epoch [119][1900/3757] lr: 2.653e-02, eta: 1 day, 16:04:01, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3492, top5_acc: 0.5938, loss_cls: 3.0099, loss: 3.0099, grad_norm: 3.6661 2020-07-27 03:02:15,548 - mmaction - INFO - Epoch [119][1920/3757] lr: 2.653e-02, eta: 1 day, 16:03:48, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3641, top5_acc: 0.6047, loss_cls: 2.9263, loss: 2.9263, grad_norm: 3.5999 2020-07-27 03:02:26,964 - mmaction - INFO - Epoch [119][1940/3757] lr: 2.653e-02, eta: 1 day, 16:03:35, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3578, top5_acc: 0.6180, loss_cls: 2.8860, loss: 2.8860, grad_norm: 3.6232 2020-07-27 03:02:38,432 - mmaction - INFO - Epoch [119][1960/3757] lr: 2.653e-02, eta: 1 day, 16:03:22, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3766, top5_acc: 0.6297, loss_cls: 2.8605, loss: 2.8605, grad_norm: 3.5680 2020-07-27 03:02:49,954 - mmaction - INFO - Epoch [119][1980/3757] lr: 2.653e-02, eta: 1 day, 16:03:08, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3531, top5_acc: 0.5977, loss_cls: 2.9493, loss: 2.9493, grad_norm: 3.5330 2020-07-27 03:03:01,377 - mmaction - INFO - Epoch [119][2000/3757] lr: 2.653e-02, eta: 1 day, 16:02:55, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3219, top5_acc: 0.5898, loss_cls: 3.0567, loss: 3.0567, grad_norm: 3.6166 2020-07-27 03:03:12,768 - mmaction - INFO - Epoch [119][2020/3757] lr: 2.653e-02, eta: 1 day, 16:02:42, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5695, loss_cls: 3.0945, loss: 3.0945, grad_norm: 3.6857 2020-07-27 03:03:24,145 - mmaction - INFO - Epoch [119][2040/3757] lr: 2.653e-02, eta: 1 day, 16:02:29, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3609, top5_acc: 0.6016, loss_cls: 2.9475, loss: 2.9475, grad_norm: 3.6206 2020-07-27 03:03:35,532 - mmaction - INFO - Epoch [119][2060/3757] lr: 2.653e-02, eta: 1 day, 16:02:15, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3383, top5_acc: 0.5906, loss_cls: 3.0820, loss: 3.0820, grad_norm: 3.6224 2020-07-27 03:03:47,001 - mmaction - INFO - Epoch [119][2080/3757] lr: 2.653e-02, eta: 1 day, 16:02:02, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5766, loss_cls: 3.0729, loss: 3.0729, grad_norm: 3.6623 2020-07-27 03:03:58,434 - mmaction - INFO - Epoch [119][2100/3757] lr: 2.653e-02, eta: 1 day, 16:01:49, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3187, top5_acc: 0.5680, loss_cls: 3.1284, loss: 3.1284, grad_norm: 3.6738 2020-07-27 03:04:09,964 - mmaction - INFO - Epoch [119][2120/3757] lr: 2.653e-02, eta: 1 day, 16:01:36, time: 0.576, data_time: 0.002, memory: 5232, top1_acc: 0.3516, top5_acc: 0.5797, loss_cls: 3.0210, loss: 3.0210, grad_norm: 3.6056 2020-07-27 03:04:21,445 - mmaction - INFO - Epoch [119][2140/3757] lr: 2.653e-02, eta: 1 day, 16:01:22, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3563, top5_acc: 0.6031, loss_cls: 2.9482, loss: 2.9482, grad_norm: 3.6184 2020-07-27 03:04:32,876 - mmaction - INFO - Epoch [119][2160/3757] lr: 2.653e-02, eta: 1 day, 16:01:09, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3758, top5_acc: 0.5992, loss_cls: 2.8997, loss: 2.8997, grad_norm: 3.5705 2020-07-27 03:04:44,226 - mmaction - INFO - Epoch [119][2180/3757] lr: 2.653e-02, eta: 1 day, 16:00:56, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3672, top5_acc: 0.6016, loss_cls: 2.9625, loss: 2.9625, grad_norm: 3.6858 2020-07-27 03:04:56,069 - mmaction - INFO - Epoch [119][2200/3757] lr: 2.653e-02, eta: 1 day, 16:00:43, time: 0.592, data_time: 0.030, memory: 5232, top1_acc: 0.3570, top5_acc: 0.5906, loss_cls: 3.0051, loss: 3.0051, grad_norm: 3.7266 2020-07-27 03:05:07,505 - mmaction - INFO - Epoch [119][2220/3757] lr: 2.653e-02, eta: 1 day, 16:00:30, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3367, top5_acc: 0.5687, loss_cls: 3.0567, loss: 3.0567, grad_norm: 3.6425 2020-07-27 03:05:18,941 - mmaction - INFO - Epoch [119][2240/3757] lr: 2.653e-02, eta: 1 day, 16:00:16, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3398, top5_acc: 0.5852, loss_cls: 3.0095, loss: 3.0095, grad_norm: 3.6313 2020-07-27 03:05:30,424 - mmaction - INFO - Epoch [119][2260/3757] lr: 2.653e-02, eta: 1 day, 16:00:03, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3570, top5_acc: 0.5922, loss_cls: 2.9635, loss: 2.9635, grad_norm: 3.4862 2020-07-27 03:05:41,873 - mmaction - INFO - Epoch [119][2280/3757] lr: 2.653e-02, eta: 1 day, 15:59:50, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3414, top5_acc: 0.5781, loss_cls: 3.0971, loss: 3.0971, grad_norm: 3.5930 2020-07-27 03:05:53,336 - mmaction - INFO - Epoch [119][2300/3757] lr: 2.653e-02, eta: 1 day, 15:59:37, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3563, top5_acc: 0.6047, loss_cls: 2.9682, loss: 2.9682, grad_norm: 3.6361 2020-07-27 03:06:04,735 - mmaction - INFO - Epoch [119][2320/3757] lr: 2.653e-02, eta: 1 day, 15:59:23, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3617, top5_acc: 0.6070, loss_cls: 2.9424, loss: 2.9424, grad_norm: 3.7370 2020-07-27 03:06:16,145 - mmaction - INFO - Epoch [119][2340/3757] lr: 2.653e-02, eta: 1 day, 15:59:10, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3422, top5_acc: 0.6047, loss_cls: 2.9596, loss: 2.9596, grad_norm: 3.7160 2020-07-27 03:06:27,596 - mmaction - INFO - Epoch [119][2360/3757] lr: 2.653e-02, eta: 1 day, 15:58:57, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3398, top5_acc: 0.6156, loss_cls: 2.9800, loss: 2.9800, grad_norm: 3.8485 2020-07-27 03:06:39,084 - mmaction - INFO - Epoch [119][2380/3757] lr: 2.653e-02, eta: 1 day, 15:58:44, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3391, top5_acc: 0.5883, loss_cls: 3.0023, loss: 3.0023, grad_norm: 3.6338 2020-07-27 03:06:50,439 - mmaction - INFO - Epoch [119][2400/3757] lr: 2.653e-02, eta: 1 day, 15:58:30, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3336, top5_acc: 0.5992, loss_cls: 2.9762, loss: 2.9762, grad_norm: 3.6734 2020-07-27 03:07:01,845 - mmaction - INFO - Epoch [119][2420/3757] lr: 2.653e-02, eta: 1 day, 15:58:17, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3812, top5_acc: 0.6117, loss_cls: 2.8777, loss: 2.8777, grad_norm: 3.5427 2020-07-27 03:07:13,279 - mmaction - INFO - Epoch [119][2440/3757] lr: 2.653e-02, eta: 1 day, 15:58:04, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3758, top5_acc: 0.6055, loss_cls: 2.9142, loss: 2.9142, grad_norm: 3.5301 2020-07-27 03:07:24,695 - mmaction - INFO - Epoch [119][2460/3757] lr: 2.653e-02, eta: 1 day, 15:57:50, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.6031, loss_cls: 2.9584, loss: 2.9584, grad_norm: 3.6215 2020-07-27 03:07:36,202 - mmaction - INFO - Epoch [119][2480/3757] lr: 2.653e-02, eta: 1 day, 15:57:37, time: 0.575, data_time: 0.008, memory: 5232, top1_acc: 0.3539, top5_acc: 0.5945, loss_cls: 2.9960, loss: 2.9960, grad_norm: 3.5879 2020-07-27 03:07:47,730 - mmaction - INFO - Epoch [119][2500/3757] lr: 2.653e-02, eta: 1 day, 15:57:24, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3453, top5_acc: 0.5891, loss_cls: 3.0312, loss: 3.0312, grad_norm: 3.6356 2020-07-27 03:07:59,204 - mmaction - INFO - Epoch [119][2520/3757] lr: 2.653e-02, eta: 1 day, 15:57:11, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3727, top5_acc: 0.6016, loss_cls: 2.9436, loss: 2.9436, grad_norm: 3.6449 2020-07-27 03:08:10,720 - mmaction - INFO - Epoch [119][2540/3757] lr: 2.653e-02, eta: 1 day, 15:56:58, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3594, top5_acc: 0.5969, loss_cls: 2.9233, loss: 2.9233, grad_norm: 3.5903 2020-07-27 03:08:22,212 - mmaction - INFO - Epoch [119][2560/3757] lr: 2.653e-02, eta: 1 day, 15:56:44, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3484, top5_acc: 0.5930, loss_cls: 3.0445, loss: 3.0445, grad_norm: 3.7898 2020-07-27 03:08:33,650 - mmaction - INFO - Epoch [119][2580/3757] lr: 2.653e-02, eta: 1 day, 15:56:31, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3320, top5_acc: 0.5922, loss_cls: 3.0441, loss: 3.0441, grad_norm: 3.6234 2020-07-27 03:08:45,176 - mmaction - INFO - Epoch [119][2600/3757] lr: 2.653e-02, eta: 1 day, 15:56:18, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3438, top5_acc: 0.5898, loss_cls: 3.0584, loss: 3.0584, grad_norm: 3.6645 2020-07-27 03:08:56,513 - mmaction - INFO - Epoch [119][2620/3757] lr: 2.653e-02, eta: 1 day, 15:56:05, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3484, top5_acc: 0.6109, loss_cls: 2.9678, loss: 2.9678, grad_norm: 3.5754 2020-07-27 03:09:08,026 - mmaction - INFO - Epoch [119][2640/3757] lr: 2.653e-02, eta: 1 day, 15:55:51, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5836, loss_cls: 3.0240, loss: 3.0240, grad_norm: 3.7020 2020-07-27 03:09:19,483 - mmaction - INFO - Epoch [119][2660/3757] lr: 2.653e-02, eta: 1 day, 15:55:38, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3336, top5_acc: 0.5844, loss_cls: 3.0195, loss: 3.0195, grad_norm: 3.7020 2020-07-27 03:09:31,044 - mmaction - INFO - Epoch [119][2680/3757] lr: 2.653e-02, eta: 1 day, 15:55:25, time: 0.578, data_time: 0.014, memory: 5232, top1_acc: 0.3711, top5_acc: 0.6008, loss_cls: 2.9551, loss: 2.9551, grad_norm: 3.5911 2020-07-27 03:09:42,444 - mmaction - INFO - Epoch [119][2700/3757] lr: 2.653e-02, eta: 1 day, 15:55:12, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3609, top5_acc: 0.5938, loss_cls: 2.9398, loss: 2.9398, grad_norm: 3.5520 2020-07-27 03:09:53,931 - mmaction - INFO - Epoch [119][2720/3757] lr: 2.653e-02, eta: 1 day, 15:54:59, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3563, top5_acc: 0.5875, loss_cls: 2.9451, loss: 2.9451, grad_norm: 3.6170 2020-07-27 03:10:05,382 - mmaction - INFO - Epoch [119][2740/3757] lr: 2.653e-02, eta: 1 day, 15:54:45, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.3352, top5_acc: 0.5867, loss_cls: 3.0591, loss: 3.0591, grad_norm: 3.7403 2020-07-27 03:10:16,801 - mmaction - INFO - Epoch [119][2760/3757] lr: 2.653e-02, eta: 1 day, 15:54:32, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3383, top5_acc: 0.5859, loss_cls: 3.0425, loss: 3.0425, grad_norm: 3.5604 2020-07-27 03:10:28,184 - mmaction - INFO - Epoch [119][2780/3757] lr: 2.653e-02, eta: 1 day, 15:54:19, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3664, top5_acc: 0.6219, loss_cls: 2.8935, loss: 2.8935, grad_norm: 3.4738 2020-07-27 03:10:39,565 - mmaction - INFO - Epoch [119][2800/3757] lr: 2.653e-02, eta: 1 day, 15:54:06, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3672, top5_acc: 0.5867, loss_cls: 3.0046, loss: 3.0046, grad_norm: 3.6054 2020-07-27 03:10:51,023 - mmaction - INFO - Epoch [119][2820/3757] lr: 2.653e-02, eta: 1 day, 15:53:52, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.3516, top5_acc: 0.6094, loss_cls: 2.9338, loss: 2.9338, grad_norm: 3.5930 2020-07-27 03:11:02,446 - mmaction - INFO - Epoch [119][2840/3757] lr: 2.653e-02, eta: 1 day, 15:53:39, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3516, top5_acc: 0.5969, loss_cls: 2.9325, loss: 2.9325, grad_norm: 3.5411 2020-07-27 03:11:13,869 - mmaction - INFO - Epoch [119][2860/3757] lr: 2.653e-02, eta: 1 day, 15:53:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3531, top5_acc: 0.5945, loss_cls: 2.9617, loss: 2.9617, grad_norm: 3.6025 2020-07-27 03:11:25,374 - mmaction - INFO - Epoch [119][2880/3757] lr: 2.653e-02, eta: 1 day, 15:53:13, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3609, top5_acc: 0.6031, loss_cls: 2.9331, loss: 2.9331, grad_norm: 3.5976 2020-07-27 03:11:36,760 - mmaction - INFO - Epoch [119][2900/3757] lr: 2.653e-02, eta: 1 day, 15:52:59, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.3531, top5_acc: 0.6016, loss_cls: 2.9515, loss: 2.9515, grad_norm: 3.6188 2020-07-27 03:11:48,108 - mmaction - INFO - Epoch [119][2920/3757] lr: 2.653e-02, eta: 1 day, 15:52:46, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3469, top5_acc: 0.5742, loss_cls: 3.0507, loss: 3.0507, grad_norm: 3.6779 2020-07-27 03:11:59,587 - mmaction - INFO - Epoch [119][2940/3757] lr: 2.653e-02, eta: 1 day, 15:52:33, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.3680, top5_acc: 0.6164, loss_cls: 2.9017, loss: 2.9017, grad_norm: 3.5813 2020-07-27 03:12:11,017 - mmaction - INFO - Epoch [119][2960/3757] lr: 2.653e-02, eta: 1 day, 15:52:19, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3547, top5_acc: 0.5805, loss_cls: 3.0162, loss: 3.0162, grad_norm: 3.6019 2020-07-27 03:12:22,413 - mmaction - INFO - Epoch [119][2980/3757] lr: 2.653e-02, eta: 1 day, 15:52:06, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3391, top5_acc: 0.5891, loss_cls: 2.9781, loss: 2.9781, grad_norm: 3.5930 2020-07-27 03:12:33,844 - mmaction - INFO - Epoch [119][3000/3757] lr: 2.653e-02, eta: 1 day, 15:51:53, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3492, top5_acc: 0.5844, loss_cls: 3.0436, loss: 3.0436, grad_norm: 3.5911 2020-07-27 03:12:45,256 - mmaction - INFO - Epoch [119][3020/3757] lr: 2.653e-02, eta: 1 day, 15:51:40, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3336, top5_acc: 0.5828, loss_cls: 3.0765, loss: 3.0765, grad_norm: 3.6885 2020-07-27 03:12:56,744 - mmaction - INFO - Epoch [119][3040/3757] lr: 2.653e-02, eta: 1 day, 15:51:26, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.3477, top5_acc: 0.5930, loss_cls: 2.9874, loss: 2.9874, grad_norm: 3.5894 2020-07-27 03:13:08,184 - mmaction - INFO - Epoch [119][3060/3757] lr: 2.653e-02, eta: 1 day, 15:51:13, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3555, top5_acc: 0.6039, loss_cls: 2.9358, loss: 2.9358, grad_norm: 3.5313 2020-07-27 03:13:19,618 - mmaction - INFO - Epoch [119][3080/3757] lr: 2.653e-02, eta: 1 day, 15:51:00, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3555, top5_acc: 0.6016, loss_cls: 2.9867, loss: 2.9867, grad_norm: 3.5933 2020-07-27 03:13:31,010 - mmaction - INFO - Epoch [119][3100/3757] lr: 2.653e-02, eta: 1 day, 15:50:47, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3383, top5_acc: 0.5953, loss_cls: 3.0084, loss: 3.0084, grad_norm: 3.6860 2020-07-27 03:13:42,435 - mmaction - INFO - Epoch [119][3120/3757] lr: 2.653e-02, eta: 1 day, 15:50:33, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3414, top5_acc: 0.5906, loss_cls: 2.9976, loss: 2.9976, grad_norm: 3.6259 2020-07-27 03:13:53,925 - mmaction - INFO - Epoch [119][3140/3757] lr: 2.653e-02, eta: 1 day, 15:50:20, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.3438, top5_acc: 0.6039, loss_cls: 2.9654, loss: 2.9654, grad_norm: 3.6664 2020-07-27 03:14:05,377 - mmaction - INFO - Epoch [119][3160/3757] lr: 2.653e-02, eta: 1 day, 15:50:07, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.3602, top5_acc: 0.6227, loss_cls: 2.8654, loss: 2.8654, grad_norm: 3.7156 2020-07-27 03:14:16,936 - mmaction - INFO - Epoch [119][3180/3757] lr: 2.653e-02, eta: 1 day, 15:49:54, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3664, top5_acc: 0.6055, loss_cls: 2.9415, loss: 2.9415, grad_norm: 3.6255 2020-07-27 03:14:28,437 - mmaction - INFO - Epoch [119][3200/3757] lr: 2.653e-02, eta: 1 day, 15:49:41, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3336, top5_acc: 0.6008, loss_cls: 2.9844, loss: 2.9844, grad_norm: 3.6963 2020-07-27 03:14:39,835 - mmaction - INFO - Epoch [119][3220/3757] lr: 2.653e-02, eta: 1 day, 15:49:27, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3063, top5_acc: 0.5633, loss_cls: 3.1298, loss: 3.1298, grad_norm: 3.7319 2020-07-27 03:14:51,243 - mmaction - INFO - Epoch [119][3240/3757] lr: 2.653e-02, eta: 1 day, 15:49:14, time: 0.571, data_time: 0.005, memory: 5232, top1_acc: 0.3617, top5_acc: 0.5836, loss_cls: 3.0162, loss: 3.0162, grad_norm: 3.5901 2020-07-27 03:15:02,814 - mmaction - INFO - Epoch [119][3260/3757] lr: 2.653e-02, eta: 1 day, 15:49:01, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3703, top5_acc: 0.6125, loss_cls: 2.9209, loss: 2.9209, grad_norm: 3.6519 2020-07-27 03:15:14,188 - mmaction - INFO - Epoch [119][3280/3757] lr: 2.653e-02, eta: 1 day, 15:48:48, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.3461, top5_acc: 0.5898, loss_cls: 2.9799, loss: 2.9799, grad_norm: 3.7277 2020-07-27 03:15:25,571 - mmaction - INFO - Epoch [119][3300/3757] lr: 2.653e-02, eta: 1 day, 15:48:34, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3242, top5_acc: 0.5727, loss_cls: 3.1039, loss: 3.1039, grad_norm: 3.7423 2020-07-27 03:15:36,924 - mmaction - INFO - Epoch [119][3320/3757] lr: 2.653e-02, eta: 1 day, 15:48:21, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3320, top5_acc: 0.5805, loss_cls: 3.0793, loss: 3.0793, grad_norm: 3.5633 2020-07-27 03:15:48,325 - mmaction - INFO - Epoch [119][3340/3757] lr: 2.653e-02, eta: 1 day, 15:48:08, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3547, top5_acc: 0.6000, loss_cls: 2.9982, loss: 2.9982, grad_norm: 3.4868 2020-07-27 03:15:59,691 - mmaction - INFO - Epoch [119][3360/3757] lr: 2.653e-02, eta: 1 day, 15:47:55, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5992, loss_cls: 3.0313, loss: 3.0313, grad_norm: 3.7313 2020-07-27 03:16:11,274 - mmaction - INFO - Epoch [119][3380/3757] lr: 2.653e-02, eta: 1 day, 15:47:41, time: 0.579, data_time: 0.011, memory: 5232, top1_acc: 0.3664, top5_acc: 0.6031, loss_cls: 2.9388, loss: 2.9388, grad_norm: 3.6487 2020-07-27 03:16:22,826 - mmaction - INFO - Epoch [119][3400/3757] lr: 2.653e-02, eta: 1 day, 15:47:28, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3133, top5_acc: 0.5680, loss_cls: 3.1105, loss: 3.1105, grad_norm: 3.5807 2020-07-27 03:16:34,336 - mmaction - INFO - Epoch [119][3420/3757] lr: 2.653e-02, eta: 1 day, 15:47:15, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3609, top5_acc: 0.5969, loss_cls: 2.9520, loss: 2.9520, grad_norm: 3.5675 2020-07-27 03:16:46,128 - mmaction - INFO - Epoch [119][3440/3757] lr: 2.653e-02, eta: 1 day, 15:47:02, time: 0.590, data_time: 0.027, memory: 5232, top1_acc: 0.3531, top5_acc: 0.6016, loss_cls: 2.9753, loss: 2.9753, grad_norm: 3.5380 2020-07-27 03:16:57,627 - mmaction - INFO - Epoch [119][3460/3757] lr: 2.653e-02, eta: 1 day, 15:46:49, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3414, top5_acc: 0.5953, loss_cls: 2.9644, loss: 2.9644, grad_norm: 3.6485 2020-07-27 03:17:09,063 - mmaction - INFO - Epoch [119][3480/3757] lr: 2.653e-02, eta: 1 day, 15:46:36, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5852, loss_cls: 3.1439, loss: 3.1439, grad_norm: 3.7202 2020-07-27 03:17:20,509 - mmaction - INFO - Epoch [119][3500/3757] lr: 2.653e-02, eta: 1 day, 15:46:22, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3383, top5_acc: 0.5852, loss_cls: 3.0815, loss: 3.0815, grad_norm: 3.5745 2020-07-27 03:17:31,811 - mmaction - INFO - Epoch [119][3520/3757] lr: 2.653e-02, eta: 1 day, 15:46:09, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3406, top5_acc: 0.5859, loss_cls: 3.0251, loss: 3.0251, grad_norm: 3.6304 2020-07-27 03:17:43,224 - mmaction - INFO - Epoch [119][3540/3757] lr: 2.653e-02, eta: 1 day, 15:45:56, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5836, loss_cls: 3.0385, loss: 3.0385, grad_norm: 3.6033 2020-07-27 03:17:54,650 - mmaction - INFO - Epoch [119][3560/3757] lr: 2.653e-02, eta: 1 day, 15:45:43, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3445, top5_acc: 0.5828, loss_cls: 2.9652, loss: 2.9652, grad_norm: 3.6488 2020-07-27 03:18:06,199 - mmaction - INFO - Epoch [119][3580/3757] lr: 2.653e-02, eta: 1 day, 15:45:29, time: 0.578, data_time: 0.011, memory: 5232, top1_acc: 0.3586, top5_acc: 0.5945, loss_cls: 2.9435, loss: 2.9435, grad_norm: 3.6807 2020-07-27 03:18:17,618 - mmaction - INFO - Epoch [119][3600/3757] lr: 2.653e-02, eta: 1 day, 15:45:16, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3461, top5_acc: 0.5961, loss_cls: 2.9777, loss: 2.9777, grad_norm: 3.5820 2020-07-27 03:18:29,096 - mmaction - INFO - Epoch [119][3620/3757] lr: 2.653e-02, eta: 1 day, 15:45:03, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3320, top5_acc: 0.5758, loss_cls: 3.0661, loss: 3.0661, grad_norm: 3.6415 2020-07-27 03:18:40,478 - mmaction - INFO - Epoch [119][3640/3757] lr: 2.653e-02, eta: 1 day, 15:44:50, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3422, top5_acc: 0.5938, loss_cls: 3.0022, loss: 3.0022, grad_norm: 3.5028 2020-07-27 03:18:51,947 - mmaction - INFO - Epoch [119][3660/3757] lr: 2.653e-02, eta: 1 day, 15:44:36, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3453, top5_acc: 0.6148, loss_cls: 2.9550, loss: 2.9550, grad_norm: 3.5865 2020-07-27 03:19:03,483 - mmaction - INFO - Epoch [119][3680/3757] lr: 2.653e-02, eta: 1 day, 15:44:23, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3469, top5_acc: 0.5844, loss_cls: 3.0248, loss: 3.0248, grad_norm: 3.6081 2020-07-27 03:19:14,900 - mmaction - INFO - Epoch [119][3700/3757] lr: 2.653e-02, eta: 1 day, 15:44:10, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5945, loss_cls: 3.0493, loss: 3.0493, grad_norm: 3.6431 2020-07-27 03:19:26,179 - mmaction - INFO - Epoch [119][3720/3757] lr: 2.653e-02, eta: 1 day, 15:43:57, time: 0.564, data_time: 0.002, memory: 5232, top1_acc: 0.3555, top5_acc: 0.5977, loss_cls: 2.9771, loss: 2.9771, grad_norm: 3.7223 2020-07-27 03:19:37,593 - mmaction - INFO - Epoch [119][3740/3757] lr: 2.653e-02, eta: 1 day, 15:43:43, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3523, top5_acc: 0.6039, loss_cls: 2.9514, loss: 2.9514, grad_norm: 3.6313 2020-07-27 03:22:50,492 - mmaction - INFO - Epoch [120][20/3757] lr: 2.576e-02, eta: 1 day, 15:45:12, time: 8.821, data_time: 8.129, memory: 5232, top1_acc: 0.3391, top5_acc: 0.5844, loss_cls: 3.0103, loss: 3.0103, grad_norm: 3.6399 2020-07-27 03:23:01,760 - mmaction - INFO - Epoch [120][40/3757] lr: 2.576e-02, eta: 1 day, 15:44:58, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.3547, top5_acc: 0.5875, loss_cls: 2.9880, loss: 2.9880, grad_norm: 3.6579 2020-07-27 03:23:13,150 - mmaction - INFO - Epoch [120][60/3757] lr: 2.576e-02, eta: 1 day, 15:44:45, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3430, top5_acc: 0.6000, loss_cls: 2.9511, loss: 2.9511, grad_norm: 3.5947 2020-07-27 03:23:24,437 - mmaction - INFO - Epoch [120][80/3757] lr: 2.576e-02, eta: 1 day, 15:44:32, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3508, top5_acc: 0.5617, loss_cls: 3.0822, loss: 3.0822, grad_norm: 3.6749 2020-07-27 03:23:35,784 - mmaction - INFO - Epoch [120][100/3757] lr: 2.576e-02, eta: 1 day, 15:44:18, time: 0.567, data_time: 0.004, memory: 5232, top1_acc: 0.3563, top5_acc: 0.6133, loss_cls: 2.8784, loss: 2.8784, grad_norm: 3.5317 2020-07-27 03:23:47,109 - mmaction - INFO - Epoch [120][120/3757] lr: 2.576e-02, eta: 1 day, 15:44:05, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3625, top5_acc: 0.6062, loss_cls: 2.9043, loss: 2.9043, grad_norm: 3.6529 2020-07-27 03:23:58,459 - mmaction - INFO - Epoch [120][140/3757] lr: 2.576e-02, eta: 1 day, 15:43:52, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3633, top5_acc: 0.6125, loss_cls: 2.9257, loss: 2.9257, grad_norm: 3.6973 2020-07-27 03:24:09,733 - mmaction - INFO - Epoch [120][160/3757] lr: 2.576e-02, eta: 1 day, 15:43:38, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.3375, top5_acc: 0.5867, loss_cls: 3.0201, loss: 3.0201, grad_norm: 3.6744 2020-07-27 03:24:21,268 - mmaction - INFO - Epoch [120][180/3757] lr: 2.576e-02, eta: 1 day, 15:43:25, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3492, top5_acc: 0.5930, loss_cls: 2.9651, loss: 2.9651, grad_norm: 3.6101 2020-07-27 03:24:32,651 - mmaction - INFO - Epoch [120][200/3757] lr: 2.576e-02, eta: 1 day, 15:43:12, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3688, top5_acc: 0.6055, loss_cls: 2.9438, loss: 2.9438, grad_norm: 3.6512 2020-07-27 03:24:44,002 - mmaction - INFO - Epoch [120][220/3757] lr: 2.576e-02, eta: 1 day, 15:42:58, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3672, top5_acc: 0.6109, loss_cls: 2.8936, loss: 2.8936, grad_norm: 3.6093 2020-07-27 03:24:55,354 - mmaction - INFO - Epoch [120][240/3757] lr: 2.576e-02, eta: 1 day, 15:42:45, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3734, top5_acc: 0.6219, loss_cls: 2.8855, loss: 2.8855, grad_norm: 3.6923 2020-07-27 03:25:06,727 - mmaction - INFO - Epoch [120][260/3757] lr: 2.576e-02, eta: 1 day, 15:42:32, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3594, top5_acc: 0.6062, loss_cls: 2.9505, loss: 2.9505, grad_norm: 3.6184 2020-07-27 03:25:18,082 - mmaction - INFO - Epoch [120][280/3757] lr: 2.576e-02, eta: 1 day, 15:42:19, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5906, loss_cls: 3.0119, loss: 3.0119, grad_norm: 3.8034 2020-07-27 03:25:29,465 - mmaction - INFO - Epoch [120][300/3757] lr: 2.576e-02, eta: 1 day, 15:42:05, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3531, top5_acc: 0.6266, loss_cls: 2.8684, loss: 2.8684, grad_norm: 3.6413 2020-07-27 03:25:40,837 - mmaction - INFO - Epoch [120][320/3757] lr: 2.576e-02, eta: 1 day, 15:41:52, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3680, top5_acc: 0.5977, loss_cls: 2.9820, loss: 2.9820, grad_norm: 3.6165 2020-07-27 03:25:52,211 - mmaction - INFO - Epoch [120][340/3757] lr: 2.576e-02, eta: 1 day, 15:41:39, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3797, top5_acc: 0.6156, loss_cls: 2.8864, loss: 2.8864, grad_norm: 3.6085 2020-07-27 03:26:03,964 - mmaction - INFO - Epoch [120][360/3757] lr: 2.576e-02, eta: 1 day, 15:41:26, time: 0.588, data_time: 0.022, memory: 5232, top1_acc: 0.3781, top5_acc: 0.6406, loss_cls: 2.8153, loss: 2.8153, grad_norm: 3.6544 2020-07-27 03:26:15,386 - mmaction - INFO - Epoch [120][380/3757] lr: 2.576e-02, eta: 1 day, 15:41:12, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3477, top5_acc: 0.5961, loss_cls: 2.9795, loss: 2.9795, grad_norm: 3.6291 2020-07-27 03:26:26,716 - mmaction - INFO - Epoch [120][400/3757] lr: 2.576e-02, eta: 1 day, 15:40:59, time: 0.567, data_time: 0.004, memory: 5232, top1_acc: 0.3609, top5_acc: 0.6117, loss_cls: 2.8834, loss: 2.8834, grad_norm: 3.5523 2020-07-27 03:26:38,203 - mmaction - INFO - Epoch [120][420/3757] lr: 2.576e-02, eta: 1 day, 15:40:46, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3484, top5_acc: 0.6000, loss_cls: 2.9639, loss: 2.9639, grad_norm: 3.7146 2020-07-27 03:26:49,561 - mmaction - INFO - Epoch [120][440/3757] lr: 2.576e-02, eta: 1 day, 15:40:33, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3578, top5_acc: 0.5961, loss_cls: 2.9460, loss: 2.9460, grad_norm: 3.6711 2020-07-27 03:27:00,970 - mmaction - INFO - Epoch [120][460/3757] lr: 2.576e-02, eta: 1 day, 15:40:19, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3547, top5_acc: 0.6062, loss_cls: 2.9100, loss: 2.9100, grad_norm: 3.5545 2020-07-27 03:27:12,341 - mmaction - INFO - Epoch [120][480/3757] lr: 2.576e-02, eta: 1 day, 15:40:06, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.5852, loss_cls: 2.9587, loss: 2.9587, grad_norm: 3.6872 2020-07-27 03:27:23,842 - mmaction - INFO - Epoch [120][500/3757] lr: 2.576e-02, eta: 1 day, 15:39:53, time: 0.575, data_time: 0.013, memory: 5232, top1_acc: 0.3578, top5_acc: 0.5992, loss_cls: 3.0039, loss: 3.0039, grad_norm: 3.6997 2020-07-27 03:27:35,152 - mmaction - INFO - Epoch [120][520/3757] lr: 2.576e-02, eta: 1 day, 15:39:39, time: 0.566, data_time: 0.004, memory: 5232, top1_acc: 0.3555, top5_acc: 0.6117, loss_cls: 2.9649, loss: 2.9649, grad_norm: 3.8019 2020-07-27 03:27:46,531 - mmaction - INFO - Epoch [120][540/3757] lr: 2.576e-02, eta: 1 day, 15:39:26, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3781, top5_acc: 0.6344, loss_cls: 2.8433, loss: 2.8433, grad_norm: 3.7167 2020-07-27 03:27:57,875 - mmaction - INFO - Epoch [120][560/3757] lr: 2.576e-02, eta: 1 day, 15:39:13, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3477, top5_acc: 0.5906, loss_cls: 2.9636, loss: 2.9636, grad_norm: 3.7778 2020-07-27 03:28:09,269 - mmaction - INFO - Epoch [120][580/3757] lr: 2.576e-02, eta: 1 day, 15:39:00, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3570, top5_acc: 0.5797, loss_cls: 2.9999, loss: 2.9999, grad_norm: 3.7892 2020-07-27 03:28:20,657 - mmaction - INFO - Epoch [120][600/3757] lr: 2.576e-02, eta: 1 day, 15:38:46, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3578, top5_acc: 0.5930, loss_cls: 3.0023, loss: 3.0023, grad_norm: 3.7210 2020-07-27 03:28:31,989 - mmaction - INFO - Epoch [120][620/3757] lr: 2.576e-02, eta: 1 day, 15:38:33, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3742, top5_acc: 0.6141, loss_cls: 2.8957, loss: 2.8957, grad_norm: 3.6116 2020-07-27 03:28:43,487 - mmaction - INFO - Epoch [120][640/3757] lr: 2.576e-02, eta: 1 day, 15:38:20, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.6125, loss_cls: 2.9353, loss: 2.9353, grad_norm: 3.7729 2020-07-27 03:28:54,818 - mmaction - INFO - Epoch [120][660/3757] lr: 2.576e-02, eta: 1 day, 15:38:06, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3656, top5_acc: 0.6109, loss_cls: 2.8802, loss: 2.8802, grad_norm: 3.6095 2020-07-27 03:29:06,133 - mmaction - INFO - Epoch [120][680/3757] lr: 2.576e-02, eta: 1 day, 15:37:53, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3555, top5_acc: 0.5867, loss_cls: 3.0428, loss: 3.0428, grad_norm: 3.7517 2020-07-27 03:29:17,611 - mmaction - INFO - Epoch [120][700/3757] lr: 2.576e-02, eta: 1 day, 15:37:40, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3477, top5_acc: 0.5945, loss_cls: 2.9760, loss: 2.9760, grad_norm: 3.7446 2020-07-27 03:29:29,048 - mmaction - INFO - Epoch [120][720/3757] lr: 2.576e-02, eta: 1 day, 15:37:27, time: 0.572, data_time: 0.007, memory: 5232, top1_acc: 0.3578, top5_acc: 0.6039, loss_cls: 2.9284, loss: 2.9284, grad_norm: 3.5603 2020-07-27 03:29:40,372 - mmaction - INFO - Epoch [120][740/3757] lr: 2.576e-02, eta: 1 day, 15:37:13, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3273, top5_acc: 0.5898, loss_cls: 3.0945, loss: 3.0945, grad_norm: 3.7120 2020-07-27 03:29:51,645 - mmaction - INFO - Epoch [120][760/3757] lr: 2.576e-02, eta: 1 day, 15:37:00, time: 0.564, data_time: 0.002, memory: 5232, top1_acc: 0.3453, top5_acc: 0.5922, loss_cls: 2.9958, loss: 2.9958, grad_norm: 3.6745 2020-07-27 03:30:02,966 - mmaction - INFO - Epoch [120][780/3757] lr: 2.576e-02, eta: 1 day, 15:36:47, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3461, top5_acc: 0.6258, loss_cls: 2.8884, loss: 2.8884, grad_norm: 3.7814 2020-07-27 03:30:14,420 - mmaction - INFO - Epoch [120][800/3757] lr: 2.576e-02, eta: 1 day, 15:36:33, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3578, top5_acc: 0.6055, loss_cls: 2.9426, loss: 2.9426, grad_norm: 3.7487 2020-07-27 03:30:25,803 - mmaction - INFO - Epoch [120][820/3757] lr: 2.576e-02, eta: 1 day, 15:36:20, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3648, top5_acc: 0.6047, loss_cls: 2.9517, loss: 2.9517, grad_norm: 3.6265 2020-07-27 03:30:37,249 - mmaction - INFO - Epoch [120][840/3757] lr: 2.576e-02, eta: 1 day, 15:36:07, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3516, top5_acc: 0.5859, loss_cls: 2.9866, loss: 2.9866, grad_norm: 3.6865 2020-07-27 03:30:48,900 - mmaction - INFO - Epoch [120][860/3757] lr: 2.576e-02, eta: 1 day, 15:35:54, time: 0.583, data_time: 0.022, memory: 5232, top1_acc: 0.3500, top5_acc: 0.5984, loss_cls: 2.9581, loss: 2.9581, grad_norm: 3.5941 2020-07-27 03:31:00,316 - mmaction - INFO - Epoch [120][880/3757] lr: 2.576e-02, eta: 1 day, 15:35:40, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3563, top5_acc: 0.6055, loss_cls: 2.9482, loss: 2.9482, grad_norm: 3.6086 2020-07-27 03:31:11,878 - mmaction - INFO - Epoch [120][900/3757] lr: 2.576e-02, eta: 1 day, 15:35:27, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.3328, top5_acc: 0.5945, loss_cls: 3.0780, loss: 3.0780, grad_norm: 3.7499 2020-07-27 03:31:23,307 - mmaction - INFO - Epoch [120][920/3757] lr: 2.576e-02, eta: 1 day, 15:35:14, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3297, top5_acc: 0.6000, loss_cls: 2.9898, loss: 2.9898, grad_norm: 3.5922 2020-07-27 03:31:34,647 - mmaction - INFO - Epoch [120][940/3757] lr: 2.576e-02, eta: 1 day, 15:35:01, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3523, top5_acc: 0.5984, loss_cls: 2.9728, loss: 2.9728, grad_norm: 3.5864 2020-07-27 03:31:46,043 - mmaction - INFO - Epoch [120][960/3757] lr: 2.576e-02, eta: 1 day, 15:34:47, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3625, top5_acc: 0.6242, loss_cls: 2.8579, loss: 2.8579, grad_norm: 3.6374 2020-07-27 03:31:57,483 - mmaction - INFO - Epoch [120][980/3757] lr: 2.576e-02, eta: 1 day, 15:34:34, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3578, top5_acc: 0.6008, loss_cls: 3.0001, loss: 3.0001, grad_norm: 3.8052 2020-07-27 03:32:08,952 - mmaction - INFO - Epoch [120][1000/3757] lr: 2.576e-02, eta: 1 day, 15:34:21, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3555, top5_acc: 0.5914, loss_cls: 2.9531, loss: 2.9531, grad_norm: 3.6689 2020-07-27 03:32:20,364 - mmaction - INFO - Epoch [120][1020/3757] lr: 2.576e-02, eta: 1 day, 15:34:08, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3594, top5_acc: 0.6141, loss_cls: 2.8999, loss: 2.8999, grad_norm: 3.6018 2020-07-27 03:32:31,759 - mmaction - INFO - Epoch [120][1040/3757] lr: 2.576e-02, eta: 1 day, 15:33:54, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3406, top5_acc: 0.5727, loss_cls: 3.0805, loss: 3.0805, grad_norm: 3.7211 2020-07-27 03:32:43,099 - mmaction - INFO - Epoch [120][1060/3757] lr: 2.576e-02, eta: 1 day, 15:33:41, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3625, top5_acc: 0.6055, loss_cls: 2.9735, loss: 2.9735, grad_norm: 3.5974 2020-07-27 03:32:54,482 - mmaction - INFO - Epoch [120][1080/3757] lr: 2.576e-02, eta: 1 day, 15:33:28, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3625, top5_acc: 0.5867, loss_cls: 2.9531, loss: 2.9531, grad_norm: 3.5368 2020-07-27 03:33:05,854 - mmaction - INFO - Epoch [120][1100/3757] lr: 2.576e-02, eta: 1 day, 15:33:15, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3516, top5_acc: 0.5758, loss_cls: 3.0600, loss: 3.0600, grad_norm: 3.6961 2020-07-27 03:33:17,296 - mmaction - INFO - Epoch [120][1120/3757] lr: 2.576e-02, eta: 1 day, 15:33:01, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3609, top5_acc: 0.6109, loss_cls: 2.9309, loss: 2.9309, grad_norm: 3.7211 2020-07-27 03:33:28,706 - mmaction - INFO - Epoch [120][1140/3757] lr: 2.576e-02, eta: 1 day, 15:32:48, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3422, top5_acc: 0.6078, loss_cls: 2.9424, loss: 2.9424, grad_norm: 3.8092 2020-07-27 03:33:40,071 - mmaction - INFO - Epoch [120][1160/3757] lr: 2.576e-02, eta: 1 day, 15:32:35, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3547, top5_acc: 0.6047, loss_cls: 2.9303, loss: 2.9303, grad_norm: 3.6680 2020-07-27 03:33:51,445 - mmaction - INFO - Epoch [120][1180/3757] lr: 2.576e-02, eta: 1 day, 15:32:21, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3539, top5_acc: 0.5977, loss_cls: 2.9209, loss: 2.9209, grad_norm: 3.5718 2020-07-27 03:34:02,766 - mmaction - INFO - Epoch [120][1200/3757] lr: 2.576e-02, eta: 1 day, 15:32:08, time: 0.566, data_time: 0.004, memory: 5232, top1_acc: 0.3383, top5_acc: 0.5898, loss_cls: 3.0375, loss: 3.0375, grad_norm: 3.7605 2020-07-27 03:34:14,169 - mmaction - INFO - Epoch [120][1220/3757] lr: 2.576e-02, eta: 1 day, 15:31:55, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3461, top5_acc: 0.5969, loss_cls: 2.9947, loss: 2.9947, grad_norm: 3.7043 2020-07-27 03:34:25,504 - mmaction - INFO - Epoch [120][1240/3757] lr: 2.576e-02, eta: 1 day, 15:31:42, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5813, loss_cls: 3.0258, loss: 3.0258, grad_norm: 3.6410 2020-07-27 03:34:36,862 - mmaction - INFO - Epoch [120][1260/3757] lr: 2.576e-02, eta: 1 day, 15:31:28, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3633, top5_acc: 0.6148, loss_cls: 2.9075, loss: 2.9075, grad_norm: 3.5638 2020-07-27 03:34:48,280 - mmaction - INFO - Epoch [120][1280/3757] lr: 2.576e-02, eta: 1 day, 15:31:15, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3516, top5_acc: 0.5992, loss_cls: 2.9681, loss: 2.9681, grad_norm: 3.6828 2020-07-27 03:34:59,590 - mmaction - INFO - Epoch [120][1300/3757] lr: 2.576e-02, eta: 1 day, 15:31:02, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3414, top5_acc: 0.6117, loss_cls: 2.9854, loss: 2.9854, grad_norm: 3.6967 2020-07-27 03:35:11,046 - mmaction - INFO - Epoch [120][1320/3757] lr: 2.576e-02, eta: 1 day, 15:30:48, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3531, top5_acc: 0.5945, loss_cls: 2.9234, loss: 2.9234, grad_norm: 3.6925 2020-07-27 03:35:22,923 - mmaction - INFO - Epoch [120][1340/3757] lr: 2.576e-02, eta: 1 day, 15:30:36, time: 0.593, data_time: 0.024, memory: 5232, top1_acc: 0.3742, top5_acc: 0.6109, loss_cls: 2.8637, loss: 2.8637, grad_norm: 3.6484 2020-07-27 03:35:34,410 - mmaction - INFO - Epoch [120][1360/3757] lr: 2.576e-02, eta: 1 day, 15:30:22, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3352, top5_acc: 0.5953, loss_cls: 2.9979, loss: 2.9979, grad_norm: 3.7520 2020-07-27 03:35:45,847 - mmaction - INFO - Epoch [120][1380/3757] lr: 2.576e-02, eta: 1 day, 15:30:09, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3523, top5_acc: 0.6078, loss_cls: 2.9217, loss: 2.9217, grad_norm: 3.6014 2020-07-27 03:35:57,377 - mmaction - INFO - Epoch [120][1400/3757] lr: 2.576e-02, eta: 1 day, 15:29:56, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3391, top5_acc: 0.5992, loss_cls: 3.0305, loss: 3.0305, grad_norm: 3.7184 2020-07-27 03:36:08,663 - mmaction - INFO - Epoch [120][1420/3757] lr: 2.576e-02, eta: 1 day, 15:29:43, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.3438, top5_acc: 0.5969, loss_cls: 2.9706, loss: 2.9706, grad_norm: 3.6756 2020-07-27 03:36:19,989 - mmaction - INFO - Epoch [120][1440/3757] lr: 2.576e-02, eta: 1 day, 15:29:29, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3742, top5_acc: 0.6109, loss_cls: 2.8865, loss: 2.8865, grad_norm: 3.5242 2020-07-27 03:36:31,436 - mmaction - INFO - Epoch [120][1460/3757] lr: 2.576e-02, eta: 1 day, 15:29:16, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3609, top5_acc: 0.6250, loss_cls: 2.9105, loss: 2.9105, grad_norm: 3.6217 2020-07-27 03:36:42,793 - mmaction - INFO - Epoch [120][1480/3757] lr: 2.576e-02, eta: 1 day, 15:29:03, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3383, top5_acc: 0.5922, loss_cls: 2.9760, loss: 2.9760, grad_norm: 3.8284 2020-07-27 03:36:54,171 - mmaction - INFO - Epoch [120][1500/3757] lr: 2.576e-02, eta: 1 day, 15:28:49, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3414, top5_acc: 0.5836, loss_cls: 3.0543, loss: 3.0543, grad_norm: 3.7422 2020-07-27 03:37:05,642 - mmaction - INFO - Epoch [120][1520/3757] lr: 2.576e-02, eta: 1 day, 15:28:36, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3547, top5_acc: 0.5938, loss_cls: 3.0284, loss: 3.0284, grad_norm: 3.7176 2020-07-27 03:37:17,034 - mmaction - INFO - Epoch [120][1540/3757] lr: 2.576e-02, eta: 1 day, 15:28:23, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.3609, top5_acc: 0.6281, loss_cls: 2.8912, loss: 2.8912, grad_norm: 3.6604 2020-07-27 03:37:28,465 - mmaction - INFO - Epoch [120][1560/3757] lr: 2.576e-02, eta: 1 day, 15:28:10, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3594, top5_acc: 0.5883, loss_cls: 2.9822, loss: 2.9822, grad_norm: 3.6435 2020-07-27 03:37:39,912 - mmaction - INFO - Epoch [120][1580/3757] lr: 2.576e-02, eta: 1 day, 15:27:57, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.3477, top5_acc: 0.6070, loss_cls: 2.9653, loss: 2.9653, grad_norm: 3.7153 2020-07-27 03:37:51,372 - mmaction - INFO - Epoch [120][1600/3757] lr: 2.576e-02, eta: 1 day, 15:27:43, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3383, top5_acc: 0.5844, loss_cls: 3.0026, loss: 3.0026, grad_norm: 3.7139 2020-07-27 03:38:02,810 - mmaction - INFO - Epoch [120][1620/3757] lr: 2.576e-02, eta: 1 day, 15:27:30, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3586, top5_acc: 0.6102, loss_cls: 2.9191, loss: 2.9191, grad_norm: 3.6391 2020-07-27 03:38:14,159 - mmaction - INFO - Epoch [120][1640/3757] lr: 2.576e-02, eta: 1 day, 15:27:17, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.3523, top5_acc: 0.6055, loss_cls: 2.9798, loss: 2.9798, grad_norm: 3.6463 2020-07-27 03:38:25,560 - mmaction - INFO - Epoch [120][1660/3757] lr: 2.576e-02, eta: 1 day, 15:27:03, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3508, top5_acc: 0.5883, loss_cls: 2.9644, loss: 2.9644, grad_norm: 3.6035 2020-07-27 03:38:37,056 - mmaction - INFO - Epoch [120][1680/3757] lr: 2.576e-02, eta: 1 day, 15:26:50, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.6023, loss_cls: 2.9279, loss: 2.9279, grad_norm: 3.6720 2020-07-27 03:38:48,494 - mmaction - INFO - Epoch [120][1700/3757] lr: 2.576e-02, eta: 1 day, 15:26:37, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.3359, top5_acc: 0.6016, loss_cls: 2.9839, loss: 2.9839, grad_norm: 3.7089 2020-07-27 03:38:59,986 - mmaction - INFO - Epoch [120][1720/3757] lr: 2.576e-02, eta: 1 day, 15:26:24, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.3578, top5_acc: 0.5984, loss_cls: 2.9453, loss: 2.9453, grad_norm: 3.6261 2020-07-27 03:39:11,353 - mmaction - INFO - Epoch [120][1740/3757] lr: 2.576e-02, eta: 1 day, 15:26:11, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3398, top5_acc: 0.5898, loss_cls: 3.0161, loss: 3.0161, grad_norm: 3.7103 2020-07-27 03:39:23,133 - mmaction - INFO - Epoch [120][1760/3757] lr: 2.576e-02, eta: 1 day, 15:25:58, time: 0.589, data_time: 0.028, memory: 5232, top1_acc: 0.3703, top5_acc: 0.6117, loss_cls: 2.8994, loss: 2.8994, grad_norm: 3.6234 2020-07-27 03:39:34,610 - mmaction - INFO - Epoch [120][1780/3757] lr: 2.576e-02, eta: 1 day, 15:25:44, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.3430, top5_acc: 0.5836, loss_cls: 2.9869, loss: 2.9869, grad_norm: 3.7340 2020-07-27 03:39:46,027 - mmaction - INFO - Epoch [120][1800/3757] lr: 2.576e-02, eta: 1 day, 15:25:31, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5906, loss_cls: 3.0567, loss: 3.0567, grad_norm: 3.7459 2020-07-27 03:39:57,461 - mmaction - INFO - Epoch [120][1820/3757] lr: 2.576e-02, eta: 1 day, 15:25:18, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3383, top5_acc: 0.5547, loss_cls: 3.0926, loss: 3.0926, grad_norm: 3.6753 2020-07-27 03:40:08,868 - mmaction - INFO - Epoch [120][1840/3757] lr: 2.576e-02, eta: 1 day, 15:25:05, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3406, top5_acc: 0.6016, loss_cls: 2.9527, loss: 2.9527, grad_norm: 3.5609 2020-07-27 03:40:20,288 - mmaction - INFO - Epoch [120][1860/3757] lr: 2.576e-02, eta: 1 day, 15:24:51, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3812, top5_acc: 0.6086, loss_cls: 2.8637, loss: 2.8637, grad_norm: 3.5284 2020-07-27 03:40:31,672 - mmaction - INFO - Epoch [120][1880/3757] lr: 2.576e-02, eta: 1 day, 15:24:38, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3648, top5_acc: 0.6047, loss_cls: 2.9209, loss: 2.9209, grad_norm: 3.7295 2020-07-27 03:40:43,198 - mmaction - INFO - Epoch [120][1900/3757] lr: 2.576e-02, eta: 1 day, 15:24:25, time: 0.576, data_time: 0.013, memory: 5232, top1_acc: 0.3531, top5_acc: 0.5969, loss_cls: 2.9601, loss: 2.9601, grad_norm: 3.6972 2020-07-27 03:40:54,620 - mmaction - INFO - Epoch [120][1920/3757] lr: 2.576e-02, eta: 1 day, 15:24:12, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3391, top5_acc: 0.5820, loss_cls: 3.0184, loss: 3.0184, grad_norm: 3.7470 2020-07-27 03:41:06,003 - mmaction - INFO - Epoch [120][1940/3757] lr: 2.576e-02, eta: 1 day, 15:23:58, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3547, top5_acc: 0.6133, loss_cls: 2.9367, loss: 2.9367, grad_norm: 3.7214 2020-07-27 03:41:17,385 - mmaction - INFO - Epoch [120][1960/3757] lr: 2.576e-02, eta: 1 day, 15:23:45, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.3469, top5_acc: 0.6133, loss_cls: 2.9143, loss: 2.9143, grad_norm: 3.5383 2020-07-27 03:41:28,815 - mmaction - INFO - Epoch [120][1980/3757] lr: 2.576e-02, eta: 1 day, 15:23:32, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3695, top5_acc: 0.6078, loss_cls: 2.9493, loss: 2.9493, grad_norm: 3.7527 2020-07-27 03:41:40,191 - mmaction - INFO - Epoch [120][2000/3757] lr: 2.576e-02, eta: 1 day, 15:23:19, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3625, top5_acc: 0.5938, loss_cls: 2.9429, loss: 2.9429, grad_norm: 3.5803 2020-07-27 03:41:51,710 - mmaction - INFO - Epoch [120][2020/3757] lr: 2.576e-02, eta: 1 day, 15:23:05, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3508, top5_acc: 0.5961, loss_cls: 2.9165, loss: 2.9165, grad_norm: 3.6071 2020-07-27 03:42:03,078 - mmaction - INFO - Epoch [120][2040/3757] lr: 2.576e-02, eta: 1 day, 15:22:52, time: 0.568, data_time: 0.001, memory: 5232, top1_acc: 0.3578, top5_acc: 0.5820, loss_cls: 2.9855, loss: 2.9855, grad_norm: 3.7287 2020-07-27 03:42:14,435 - mmaction - INFO - Epoch [120][2060/3757] lr: 2.576e-02, eta: 1 day, 15:22:39, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3406, top5_acc: 0.6047, loss_cls: 3.0220, loss: 3.0220, grad_norm: 3.7850 2020-07-27 03:42:25,875 - mmaction - INFO - Epoch [120][2080/3757] lr: 2.576e-02, eta: 1 day, 15:22:26, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3672, top5_acc: 0.6211, loss_cls: 2.8676, loss: 2.8676, grad_norm: 3.6756 2020-07-27 03:42:37,323 - mmaction - INFO - Epoch [120][2100/3757] lr: 2.576e-02, eta: 1 day, 15:22:12, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3336, top5_acc: 0.5633, loss_cls: 3.0920, loss: 3.0920, grad_norm: 3.7110 2020-07-27 03:42:48,883 - mmaction - INFO - Epoch [120][2120/3757] lr: 2.576e-02, eta: 1 day, 15:21:59, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3625, top5_acc: 0.6125, loss_cls: 2.9190, loss: 2.9190, grad_norm: 3.5775 2020-07-27 03:43:00,371 - mmaction - INFO - Epoch [120][2140/3757] lr: 2.576e-02, eta: 1 day, 15:21:46, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3531, top5_acc: 0.5906, loss_cls: 2.9912, loss: 2.9912, grad_norm: 3.5296 2020-07-27 03:43:11,759 - mmaction - INFO - Epoch [120][2160/3757] lr: 2.576e-02, eta: 1 day, 15:21:33, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3359, top5_acc: 0.5836, loss_cls: 3.0558, loss: 3.0558, grad_norm: 3.7854 2020-07-27 03:43:23,205 - mmaction - INFO - Epoch [120][2180/3757] lr: 2.576e-02, eta: 1 day, 15:21:20, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3367, top5_acc: 0.5750, loss_cls: 3.0908, loss: 3.0908, grad_norm: 3.7160 2020-07-27 03:43:34,621 - mmaction - INFO - Epoch [120][2200/3757] lr: 2.576e-02, eta: 1 day, 15:21:06, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3633, top5_acc: 0.6062, loss_cls: 2.9627, loss: 2.9627, grad_norm: 3.5540 2020-07-27 03:43:45,961 - mmaction - INFO - Epoch [120][2220/3757] lr: 2.576e-02, eta: 1 day, 15:20:53, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3641, top5_acc: 0.6102, loss_cls: 2.8944, loss: 2.8944, grad_norm: 3.4282 2020-07-27 03:43:57,427 - mmaction - INFO - Epoch [120][2240/3757] lr: 2.576e-02, eta: 1 day, 15:20:40, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3547, top5_acc: 0.5914, loss_cls: 2.9548, loss: 2.9548, grad_norm: 3.5905 2020-07-27 03:44:08,944 - mmaction - INFO - Epoch [120][2260/3757] lr: 2.576e-02, eta: 1 day, 15:20:27, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3438, top5_acc: 0.5875, loss_cls: 2.9742, loss: 2.9742, grad_norm: 3.7194 2020-07-27 03:44:25,097 - mmaction - INFO - Epoch [120][2280/3757] lr: 2.576e-02, eta: 1 day, 15:20:17, time: 0.808, data_time: 0.245, memory: 5232, top1_acc: 0.3281, top5_acc: 0.5820, loss_cls: 3.0913, loss: 3.0913, grad_norm: 3.7681 2020-07-27 03:44:36,765 - mmaction - INFO - Epoch [120][2300/3757] lr: 2.576e-02, eta: 1 day, 15:20:04, time: 0.583, data_time: 0.020, memory: 5232, top1_acc: 0.3477, top5_acc: 0.5945, loss_cls: 2.9520, loss: 2.9520, grad_norm: 3.6756 2020-07-27 03:44:48,502 - mmaction - INFO - Epoch [120][2320/3757] lr: 2.576e-02, eta: 1 day, 15:19:51, time: 0.586, data_time: 0.025, memory: 5232, top1_acc: 0.3523, top5_acc: 0.6133, loss_cls: 2.9653, loss: 2.9653, grad_norm: 3.6296 2020-07-27 03:45:00,232 - mmaction - INFO - Epoch [120][2340/3757] lr: 2.576e-02, eta: 1 day, 15:19:38, time: 0.588, data_time: 0.015, memory: 5232, top1_acc: 0.3359, top5_acc: 0.5969, loss_cls: 3.0229, loss: 3.0229, grad_norm: 3.6098 2020-07-27 03:45:11,957 - mmaction - INFO - Epoch [120][2360/3757] lr: 2.576e-02, eta: 1 day, 15:19:25, time: 0.586, data_time: 0.024, memory: 5232, top1_acc: 0.3422, top5_acc: 0.5820, loss_cls: 3.0657, loss: 3.0657, grad_norm: 3.6766 2020-07-27 03:45:23,697 - mmaction - INFO - Epoch [120][2380/3757] lr: 2.576e-02, eta: 1 day, 15:19:12, time: 0.587, data_time: 0.019, memory: 5232, top1_acc: 0.3453, top5_acc: 0.5758, loss_cls: 2.9973, loss: 2.9973, grad_norm: 3.5958 2020-07-27 03:45:35,119 - mmaction - INFO - Epoch [120][2400/3757] lr: 2.576e-02, eta: 1 day, 15:18:58, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3523, top5_acc: 0.5984, loss_cls: 2.9529, loss: 2.9529, grad_norm: 3.5848 2020-07-27 03:45:46,453 - mmaction - INFO - Epoch [120][2420/3757] lr: 2.576e-02, eta: 1 day, 15:18:45, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3172, top5_acc: 0.5711, loss_cls: 3.0955, loss: 3.0955, grad_norm: 3.6113 2020-07-27 03:45:57,816 - mmaction - INFO - Epoch [120][2440/3757] lr: 2.576e-02, eta: 1 day, 15:18:32, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3391, top5_acc: 0.5867, loss_cls: 2.9667, loss: 2.9667, grad_norm: 3.5584 2020-07-27 03:46:09,223 - mmaction - INFO - Epoch [120][2460/3757] lr: 2.576e-02, eta: 1 day, 15:18:19, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3758, top5_acc: 0.6320, loss_cls: 2.8136, loss: 2.8136, grad_norm: 3.4787 2020-07-27 03:46:24,979 - mmaction - INFO - Epoch [120][2480/3757] lr: 2.576e-02, eta: 1 day, 15:18:08, time: 0.788, data_time: 0.214, memory: 5232, top1_acc: 0.3422, top5_acc: 0.5844, loss_cls: 2.9664, loss: 2.9664, grad_norm: 3.6905 2020-07-27 03:46:36,692 - mmaction - INFO - Epoch [120][2500/3757] lr: 2.576e-02, eta: 1 day, 15:17:55, time: 0.586, data_time: 0.017, memory: 5232, top1_acc: 0.3609, top5_acc: 0.6055, loss_cls: 2.8990, loss: 2.8990, grad_norm: 3.7471 2020-07-27 03:46:48,546 - mmaction - INFO - Epoch [120][2520/3757] lr: 2.576e-02, eta: 1 day, 15:17:43, time: 0.593, data_time: 0.024, memory: 5232, top1_acc: 0.3617, top5_acc: 0.5984, loss_cls: 2.8904, loss: 2.8904, grad_norm: 3.6975 2020-07-27 03:47:00,266 - mmaction - INFO - Epoch [120][2540/3757] lr: 2.576e-02, eta: 1 day, 15:17:29, time: 0.586, data_time: 0.016, memory: 5232, top1_acc: 0.3375, top5_acc: 0.5922, loss_cls: 2.9845, loss: 2.9845, grad_norm: 3.6517 2020-07-27 03:47:11,999 - mmaction - INFO - Epoch [120][2560/3757] lr: 2.576e-02, eta: 1 day, 15:17:16, time: 0.586, data_time: 0.024, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5891, loss_cls: 3.0151, loss: 3.0151, grad_norm: 3.7398 2020-07-27 03:47:23,739 - mmaction - INFO - Epoch [120][2580/3757] lr: 2.576e-02, eta: 1 day, 15:17:03, time: 0.587, data_time: 0.017, memory: 5232, top1_acc: 0.3641, top5_acc: 0.6023, loss_cls: 2.8846, loss: 2.8846, grad_norm: 3.6985 2020-07-27 03:47:35,195 - mmaction - INFO - Epoch [120][2600/3757] lr: 2.576e-02, eta: 1 day, 15:16:50, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3438, top5_acc: 0.5750, loss_cls: 3.0449, loss: 3.0449, grad_norm: 3.6797 2020-07-27 03:47:46,689 - mmaction - INFO - Epoch [120][2620/3757] lr: 2.576e-02, eta: 1 day, 15:16:37, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3570, top5_acc: 0.5859, loss_cls: 2.9700, loss: 2.9700, grad_norm: 3.5756 2020-07-27 03:47:58,174 - mmaction - INFO - Epoch [120][2640/3757] lr: 2.576e-02, eta: 1 day, 15:16:24, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3508, top5_acc: 0.6094, loss_cls: 2.9152, loss: 2.9152, grad_norm: 3.6851 2020-07-27 03:48:09,550 - mmaction - INFO - Epoch [120][2660/3757] lr: 2.576e-02, eta: 1 day, 15:16:11, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3461, top5_acc: 0.5758, loss_cls: 3.0690, loss: 3.0690, grad_norm: 3.7872 2020-07-27 03:48:25,896 - mmaction - INFO - Epoch [120][2680/3757] lr: 2.576e-02, eta: 1 day, 15:16:01, time: 0.817, data_time: 0.235, memory: 5232, top1_acc: 0.3484, top5_acc: 0.5797, loss_cls: 3.0933, loss: 3.0933, grad_norm: 3.7919 2020-07-27 03:48:40,963 - mmaction - INFO - Epoch [120][2700/3757] lr: 2.576e-02, eta: 1 day, 15:15:50, time: 0.754, data_time: 0.175, memory: 5232, top1_acc: 0.3438, top5_acc: 0.5836, loss_cls: 3.0848, loss: 3.0848, grad_norm: 3.7423 2020-07-27 03:48:52,791 - mmaction - INFO - Epoch [120][2720/3757] lr: 2.576e-02, eta: 1 day, 15:15:37, time: 0.591, data_time: 0.022, memory: 5232, top1_acc: 0.3523, top5_acc: 0.5914, loss_cls: 2.9534, loss: 2.9534, grad_norm: 3.6288 2020-07-27 03:49:04,559 - mmaction - INFO - Epoch [120][2740/3757] lr: 2.576e-02, eta: 1 day, 15:15:24, time: 0.588, data_time: 0.016, memory: 5232, top1_acc: 0.3406, top5_acc: 0.5766, loss_cls: 3.0631, loss: 3.0631, grad_norm: 3.6669 2020-07-27 03:49:16,360 - mmaction - INFO - Epoch [120][2760/3757] lr: 2.576e-02, eta: 1 day, 15:15:11, time: 0.590, data_time: 0.025, memory: 5232, top1_acc: 0.3328, top5_acc: 0.5969, loss_cls: 3.0411, loss: 3.0411, grad_norm: 3.6069 2020-07-27 03:49:28,014 - mmaction - INFO - Epoch [120][2780/3757] lr: 2.576e-02, eta: 1 day, 15:14:58, time: 0.583, data_time: 0.011, memory: 5232, top1_acc: 0.3602, top5_acc: 0.6031, loss_cls: 2.9413, loss: 2.9413, grad_norm: 3.4485 2020-07-27 03:49:39,463 - mmaction - INFO - Epoch [120][2800/3757] lr: 2.576e-02, eta: 1 day, 15:14:45, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3492, top5_acc: 0.6016, loss_cls: 3.0123, loss: 3.0123, grad_norm: 3.5865 2020-07-27 03:49:50,827 - mmaction - INFO - Epoch [120][2820/3757] lr: 2.576e-02, eta: 1 day, 15:14:32, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3711, top5_acc: 0.6141, loss_cls: 2.9480, loss: 2.9480, grad_norm: 3.5621 2020-07-27 03:50:02,996 - mmaction - INFO - Epoch [120][2840/3757] lr: 2.576e-02, eta: 1 day, 15:14:19, time: 0.608, data_time: 0.013, memory: 5232, top1_acc: 0.3508, top5_acc: 0.5953, loss_cls: 2.9500, loss: 2.9500, grad_norm: 3.6351 2020-07-27 03:50:15,148 - mmaction - INFO - Epoch [120][2860/3757] lr: 2.576e-02, eta: 1 day, 15:14:06, time: 0.608, data_time: 0.046, memory: 5232, top1_acc: 0.3469, top5_acc: 0.5906, loss_cls: 2.9207, loss: 2.9207, grad_norm: 3.5259 2020-07-27 03:50:30,362 - mmaction - INFO - Epoch [120][2880/3757] lr: 2.576e-02, eta: 1 day, 15:13:56, time: 0.761, data_time: 0.165, memory: 5232, top1_acc: 0.3609, top5_acc: 0.6086, loss_cls: 2.9621, loss: 2.9621, grad_norm: 3.6332 2020-07-27 03:50:43,685 - mmaction - INFO - Epoch [120][2900/3757] lr: 2.576e-02, eta: 1 day, 15:13:44, time: 0.666, data_time: 0.084, memory: 5232, top1_acc: 0.3523, top5_acc: 0.5969, loss_cls: 3.0001, loss: 3.0001, grad_norm: 3.6818 2020-07-27 03:50:55,129 - mmaction - INFO - Epoch [120][2920/3757] lr: 2.576e-02, eta: 1 day, 15:13:31, time: 0.572, data_time: 0.005, memory: 5232, top1_acc: 0.3539, top5_acc: 0.6102, loss_cls: 2.9635, loss: 2.9635, grad_norm: 3.6258 2020-07-27 03:51:06,803 - mmaction - INFO - Epoch [120][2940/3757] lr: 2.576e-02, eta: 1 day, 15:13:18, time: 0.584, data_time: 0.015, memory: 5232, top1_acc: 0.3438, top5_acc: 0.5922, loss_cls: 2.9582, loss: 2.9582, grad_norm: 3.7283 2020-07-27 03:51:18,644 - mmaction - INFO - Epoch [120][2960/3757] lr: 2.576e-02, eta: 1 day, 15:13:05, time: 0.593, data_time: 0.025, memory: 5232, top1_acc: 0.3445, top5_acc: 0.5875, loss_cls: 2.9955, loss: 2.9955, grad_norm: 3.7323 2020-07-27 03:51:30,015 - mmaction - INFO - Epoch [120][2980/3757] lr: 2.576e-02, eta: 1 day, 15:12:51, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.3492, top5_acc: 0.6047, loss_cls: 2.9535, loss: 2.9535, grad_norm: 3.7604 2020-07-27 03:51:41,416 - mmaction - INFO - Epoch [120][3000/3757] lr: 2.576e-02, eta: 1 day, 15:12:38, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.3570, top5_acc: 0.6023, loss_cls: 2.9554, loss: 2.9554, grad_norm: 3.6434 2020-07-27 03:51:52,940 - mmaction - INFO - Epoch [120][3020/3757] lr: 2.576e-02, eta: 1 day, 15:12:25, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3617, top5_acc: 0.6000, loss_cls: 2.9032, loss: 2.9032, grad_norm: 3.5901 2020-07-27 03:52:04,226 - mmaction - INFO - Epoch [120][3040/3757] lr: 2.576e-02, eta: 1 day, 15:12:12, time: 0.564, data_time: 0.001, memory: 5232, top1_acc: 0.3430, top5_acc: 0.5984, loss_cls: 2.9781, loss: 2.9781, grad_norm: 3.8158 2020-07-27 03:52:15,698 - mmaction - INFO - Epoch [120][3060/3757] lr: 2.576e-02, eta: 1 day, 15:11:58, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3563, top5_acc: 0.6117, loss_cls: 2.9651, loss: 2.9651, grad_norm: 3.6537 2020-07-27 03:52:27,104 - mmaction - INFO - Epoch [120][3080/3757] lr: 2.576e-02, eta: 1 day, 15:11:45, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3781, top5_acc: 0.6117, loss_cls: 2.9614, loss: 2.9614, grad_norm: 3.6709 2020-07-27 03:52:38,556 - mmaction - INFO - Epoch [120][3100/3757] lr: 2.576e-02, eta: 1 day, 15:11:32, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3586, top5_acc: 0.6039, loss_cls: 2.9255, loss: 2.9255, grad_norm: 3.6439 2020-07-27 03:52:49,912 - mmaction - INFO - Epoch [120][3120/3757] lr: 2.576e-02, eta: 1 day, 15:11:19, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3438, top5_acc: 0.5961, loss_cls: 2.9445, loss: 2.9445, grad_norm: 3.6966 2020-07-27 03:53:01,291 - mmaction - INFO - Epoch [120][3140/3757] lr: 2.576e-02, eta: 1 day, 15:11:05, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3563, top5_acc: 0.6102, loss_cls: 2.8715, loss: 2.8715, grad_norm: 3.6580 2020-07-27 03:53:12,573 - mmaction - INFO - Epoch [120][3160/3757] lr: 2.576e-02, eta: 1 day, 15:10:52, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.3625, top5_acc: 0.6125, loss_cls: 2.8871, loss: 2.8871, grad_norm: 3.6085 2020-07-27 03:53:24,034 - mmaction - INFO - Epoch [120][3180/3757] lr: 2.576e-02, eta: 1 day, 15:10:39, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.3430, top5_acc: 0.5961, loss_cls: 2.9949, loss: 2.9949, grad_norm: 3.6353 2020-07-27 03:53:35,513 - mmaction - INFO - Epoch [120][3200/3757] lr: 2.576e-02, eta: 1 day, 15:10:26, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3469, top5_acc: 0.5891, loss_cls: 3.0485, loss: 3.0485, grad_norm: 3.7467 2020-07-27 03:53:47,005 - mmaction - INFO - Epoch [120][3220/3757] lr: 2.576e-02, eta: 1 day, 15:10:13, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3672, top5_acc: 0.6250, loss_cls: 2.9056, loss: 2.9056, grad_norm: 3.5694 2020-07-27 03:53:58,434 - mmaction - INFO - Epoch [120][3240/3757] lr: 2.576e-02, eta: 1 day, 15:09:59, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3633, top5_acc: 0.6156, loss_cls: 2.9122, loss: 2.9122, grad_norm: 3.6477 2020-07-27 03:54:09,840 - mmaction - INFO - Epoch [120][3260/3757] lr: 2.576e-02, eta: 1 day, 15:09:46, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.3430, top5_acc: 0.5766, loss_cls: 3.0476, loss: 3.0476, grad_norm: 3.7188 2020-07-27 03:54:21,265 - mmaction - INFO - Epoch [120][3280/3757] lr: 2.576e-02, eta: 1 day, 15:09:33, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3500, top5_acc: 0.6141, loss_cls: 2.9666, loss: 2.9666, grad_norm: 3.7574 2020-07-27 03:54:32,607 - mmaction - INFO - Epoch [120][3300/3757] lr: 2.576e-02, eta: 1 day, 15:09:20, time: 0.567, data_time: 0.004, memory: 5232, top1_acc: 0.3563, top5_acc: 0.6055, loss_cls: 2.9819, loss: 2.9819, grad_norm: 3.6693 2020-07-27 03:54:43,989 - mmaction - INFO - Epoch [120][3320/3757] lr: 2.576e-02, eta: 1 day, 15:09:06, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3617, top5_acc: 0.6117, loss_cls: 2.9290, loss: 2.9290, grad_norm: 3.6765 2020-07-27 03:54:55,485 - mmaction - INFO - Epoch [120][3340/3757] lr: 2.576e-02, eta: 1 day, 15:08:53, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3477, top5_acc: 0.5828, loss_cls: 3.0002, loss: 3.0002, grad_norm: 3.7310 2020-07-27 03:55:06,872 - mmaction - INFO - Epoch [120][3360/3757] lr: 2.576e-02, eta: 1 day, 15:08:40, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3773, top5_acc: 0.6023, loss_cls: 2.9042, loss: 2.9042, grad_norm: 3.7043 2020-07-27 03:55:18,385 - mmaction - INFO - Epoch [120][3380/3757] lr: 2.576e-02, eta: 1 day, 15:08:27, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.3539, top5_acc: 0.5789, loss_cls: 3.0041, loss: 3.0041, grad_norm: 3.6303 2020-07-27 03:55:29,794 - mmaction - INFO - Epoch [120][3400/3757] lr: 2.576e-02, eta: 1 day, 15:08:13, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3211, top5_acc: 0.5727, loss_cls: 3.0995, loss: 3.0995, grad_norm: 3.8135 2020-07-27 03:55:41,213 - mmaction - INFO - Epoch [120][3420/3757] lr: 2.576e-02, eta: 1 day, 15:08:00, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3711, top5_acc: 0.6203, loss_cls: 2.9024, loss: 2.9024, grad_norm: 3.6028 2020-07-27 03:55:52,634 - mmaction - INFO - Epoch [120][3440/3757] lr: 2.576e-02, eta: 1 day, 15:07:47, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3688, top5_acc: 0.6102, loss_cls: 2.9242, loss: 2.9242, grad_norm: 3.7010 2020-07-27 03:56:04,096 - mmaction - INFO - Epoch [120][3460/3757] lr: 2.576e-02, eta: 1 day, 15:07:34, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3523, top5_acc: 0.6125, loss_cls: 2.9109, loss: 2.9109, grad_norm: 3.6002 2020-07-27 03:56:15,514 - mmaction - INFO - Epoch [120][3480/3757] lr: 2.576e-02, eta: 1 day, 15:07:21, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3422, top5_acc: 0.5914, loss_cls: 3.0141, loss: 3.0141, grad_norm: 3.8553 2020-07-27 03:56:26,903 - mmaction - INFO - Epoch [120][3500/3757] lr: 2.576e-02, eta: 1 day, 15:07:07, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3367, top5_acc: 0.5938, loss_cls: 2.9953, loss: 2.9953, grad_norm: 3.7500 2020-07-27 03:56:38,313 - mmaction - INFO - Epoch [120][3520/3757] lr: 2.576e-02, eta: 1 day, 15:06:54, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3109, top5_acc: 0.5461, loss_cls: 3.1976, loss: 3.1976, grad_norm: 3.7548 2020-07-27 03:56:49,793 - mmaction - INFO - Epoch [120][3540/3757] lr: 2.576e-02, eta: 1 day, 15:06:41, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3516, top5_acc: 0.5898, loss_cls: 3.0302, loss: 3.0302, grad_norm: 3.5477 2020-07-27 03:57:01,189 - mmaction - INFO - Epoch [120][3560/3757] lr: 2.576e-02, eta: 1 day, 15:06:28, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3586, top5_acc: 0.6062, loss_cls: 2.9619, loss: 2.9619, grad_norm: 3.6242 2020-07-27 03:57:12,570 - mmaction - INFO - Epoch [120][3580/3757] lr: 2.576e-02, eta: 1 day, 15:06:14, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.5875, loss_cls: 3.0116, loss: 3.0116, grad_norm: 3.6368 2020-07-27 03:57:23,941 - mmaction - INFO - Epoch [120][3600/3757] lr: 2.576e-02, eta: 1 day, 15:06:01, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3516, top5_acc: 0.5953, loss_cls: 2.9608, loss: 2.9608, grad_norm: 3.6410 2020-07-27 03:57:35,335 - mmaction - INFO - Epoch [120][3620/3757] lr: 2.576e-02, eta: 1 day, 15:05:48, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3586, top5_acc: 0.6062, loss_cls: 2.9441, loss: 2.9441, grad_norm: 3.6172 2020-07-27 03:57:46,810 - mmaction - INFO - Epoch [120][3640/3757] lr: 2.576e-02, eta: 1 day, 15:05:35, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.6211, loss_cls: 2.8598, loss: 2.8598, grad_norm: 3.7578 2020-07-27 03:57:58,618 - mmaction - INFO - Epoch [120][3660/3757] lr: 2.576e-02, eta: 1 day, 15:05:22, time: 0.590, data_time: 0.026, memory: 5232, top1_acc: 0.3516, top5_acc: 0.6039, loss_cls: 2.9291, loss: 2.9291, grad_norm: 3.6576 2020-07-27 03:58:10,113 - mmaction - INFO - Epoch [120][3680/3757] lr: 2.576e-02, eta: 1 day, 15:05:09, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3656, top5_acc: 0.6195, loss_cls: 2.8377, loss: 2.8377, grad_norm: 3.5944 2020-07-27 03:58:21,841 - mmaction - INFO - Epoch [120][3700/3757] lr: 2.576e-02, eta: 1 day, 15:04:56, time: 0.586, data_time: 0.023, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5687, loss_cls: 3.0729, loss: 3.0729, grad_norm: 3.6929 2020-07-27 03:58:33,558 - mmaction - INFO - Epoch [120][3720/3757] lr: 2.576e-02, eta: 1 day, 15:04:43, time: 0.586, data_time: 0.015, memory: 5232, top1_acc: 0.3320, top5_acc: 0.5875, loss_cls: 3.0674, loss: 3.0674, grad_norm: 3.7021 2020-07-27 03:58:45,460 - mmaction - INFO - Epoch [120][3740/3757] lr: 2.576e-02, eta: 1 day, 15:04:30, time: 0.594, data_time: 0.024, memory: 5232, top1_acc: 0.3383, top5_acc: 0.5813, loss_cls: 3.0440, loss: 3.0440, grad_norm: 3.7022 2020-07-27 03:59:01,189 - mmaction - INFO - Saving checkpoint at 120 epochs 2020-07-27 04:03:51,273 - mmaction - INFO - Epoch [121][20/3757] lr: 2.500e-02, eta: 1 day, 15:07:14, time: 14.401, data_time: 13.667, memory: 5232, top1_acc: 0.3391, top5_acc: 0.5883, loss_cls: 3.0241, loss: 3.0241, grad_norm: 3.7618 2020-07-27 04:04:02,524 - mmaction - INFO - Epoch [121][40/3757] lr: 2.500e-02, eta: 1 day, 15:07:00, time: 0.564, data_time: 0.004, memory: 5232, top1_acc: 0.3727, top5_acc: 0.6102, loss_cls: 2.9131, loss: 2.9131, grad_norm: 3.6502 2020-07-27 04:04:13,867 - mmaction - INFO - Epoch [121][60/3757] lr: 2.500e-02, eta: 1 day, 15:06:47, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3555, top5_acc: 0.5922, loss_cls: 2.9824, loss: 2.9824, grad_norm: 3.7188 2020-07-27 04:04:25,233 - mmaction - INFO - Epoch [121][80/3757] lr: 2.500e-02, eta: 1 day, 15:06:34, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3539, top5_acc: 0.5961, loss_cls: 2.9117, loss: 2.9117, grad_norm: 3.5781 2020-07-27 04:04:36,612 - mmaction - INFO - Epoch [121][100/3757] lr: 2.500e-02, eta: 1 day, 15:06:20, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3445, top5_acc: 0.6094, loss_cls: 2.8945, loss: 2.8945, grad_norm: 3.6759 2020-07-27 04:04:48,091 - mmaction - INFO - Epoch [121][120/3757] lr: 2.500e-02, eta: 1 day, 15:06:07, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.3609, top5_acc: 0.5984, loss_cls: 2.9438, loss: 2.9438, grad_norm: 3.7059 2020-07-27 04:04:59,668 - mmaction - INFO - Epoch [121][140/3757] lr: 2.500e-02, eta: 1 day, 15:05:54, time: 0.578, data_time: 0.017, memory: 5232, top1_acc: 0.3281, top5_acc: 0.5859, loss_cls: 3.0391, loss: 3.0391, grad_norm: 3.8451 2020-07-27 04:05:11,063 - mmaction - INFO - Epoch [121][160/3757] lr: 2.500e-02, eta: 1 day, 15:05:41, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.5953, loss_cls: 2.9250, loss: 2.9250, grad_norm: 3.7218 2020-07-27 04:05:22,411 - mmaction - INFO - Epoch [121][180/3757] lr: 2.500e-02, eta: 1 day, 15:05:27, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3359, top5_acc: 0.6000, loss_cls: 2.9999, loss: 2.9999, grad_norm: 3.6394 2020-07-27 04:05:33,743 - mmaction - INFO - Epoch [121][200/3757] lr: 2.500e-02, eta: 1 day, 15:05:14, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3398, top5_acc: 0.6023, loss_cls: 3.0011, loss: 3.0011, grad_norm: 3.6618 2020-07-27 04:05:45,145 - mmaction - INFO - Epoch [121][220/3757] lr: 2.500e-02, eta: 1 day, 15:05:01, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5953, loss_cls: 2.9991, loss: 2.9991, grad_norm: 3.7169 2020-07-27 04:05:56,554 - mmaction - INFO - Epoch [121][240/3757] lr: 2.500e-02, eta: 1 day, 15:04:48, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3727, top5_acc: 0.6023, loss_cls: 2.9110, loss: 2.9110, grad_norm: 3.5667 2020-07-27 04:06:07,997 - mmaction - INFO - Epoch [121][260/3757] lr: 2.500e-02, eta: 1 day, 15:04:34, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3812, top5_acc: 0.6156, loss_cls: 2.8657, loss: 2.8657, grad_norm: 3.6678 2020-07-27 04:06:19,705 - mmaction - INFO - Epoch [121][280/3757] lr: 2.500e-02, eta: 1 day, 15:04:21, time: 0.585, data_time: 0.022, memory: 5232, top1_acc: 0.3523, top5_acc: 0.6031, loss_cls: 2.9626, loss: 2.9626, grad_norm: 3.7275 2020-07-27 04:06:31,148 - mmaction - INFO - Epoch [121][300/3757] lr: 2.500e-02, eta: 1 day, 15:04:08, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3484, top5_acc: 0.6078, loss_cls: 3.0071, loss: 3.0071, grad_norm: 3.7714 2020-07-27 04:06:42,494 - mmaction - INFO - Epoch [121][320/3757] lr: 2.500e-02, eta: 1 day, 15:03:55, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3711, top5_acc: 0.6195, loss_cls: 2.8209, loss: 2.8209, grad_norm: 3.6755 2020-07-27 04:06:53,830 - mmaction - INFO - Epoch [121][340/3757] lr: 2.500e-02, eta: 1 day, 15:03:41, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3531, top5_acc: 0.6023, loss_cls: 2.9343, loss: 2.9343, grad_norm: 3.7011 2020-07-27 04:07:05,218 - mmaction - INFO - Epoch [121][360/3757] lr: 2.500e-02, eta: 1 day, 15:03:28, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3867, top5_acc: 0.6469, loss_cls: 2.7594, loss: 2.7594, grad_norm: 3.6857 2020-07-27 04:07:16,610 - mmaction - INFO - Epoch [121][380/3757] lr: 2.500e-02, eta: 1 day, 15:03:15, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3594, top5_acc: 0.6070, loss_cls: 2.8799, loss: 2.8799, grad_norm: 3.8322 2020-07-27 04:07:28,132 - mmaction - INFO - Epoch [121][400/3757] lr: 2.500e-02, eta: 1 day, 15:03:02, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.3352, top5_acc: 0.5844, loss_cls: 3.0150, loss: 3.0150, grad_norm: 3.8531 2020-07-27 04:07:39,753 - mmaction - INFO - Epoch [121][420/3757] lr: 2.500e-02, eta: 1 day, 15:02:49, time: 0.581, data_time: 0.021, memory: 5232, top1_acc: 0.3414, top5_acc: 0.5984, loss_cls: 2.9316, loss: 2.9316, grad_norm: 3.6269 2020-07-27 04:07:51,192 - mmaction - INFO - Epoch [121][440/3757] lr: 2.500e-02, eta: 1 day, 15:02:35, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3594, top5_acc: 0.6328, loss_cls: 2.8884, loss: 2.8884, grad_norm: 3.7212 2020-07-27 04:08:02,578 - mmaction - INFO - Epoch [121][460/3757] lr: 2.500e-02, eta: 1 day, 15:02:22, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3719, top5_acc: 0.6141, loss_cls: 2.8947, loss: 2.8947, grad_norm: 3.7877 2020-07-27 04:08:14,060 - mmaction - INFO - Epoch [121][480/3757] lr: 2.500e-02, eta: 1 day, 15:02:09, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3547, top5_acc: 0.6039, loss_cls: 2.9678, loss: 2.9678, grad_norm: 3.7252 2020-07-27 04:08:25,429 - mmaction - INFO - Epoch [121][500/3757] lr: 2.500e-02, eta: 1 day, 15:01:56, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3859, top5_acc: 0.6383, loss_cls: 2.7400, loss: 2.7400, grad_norm: 3.6044 2020-07-27 04:08:36,766 - mmaction - INFO - Epoch [121][520/3757] lr: 2.500e-02, eta: 1 day, 15:01:42, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3531, top5_acc: 0.5977, loss_cls: 2.9335, loss: 2.9335, grad_norm: 3.8167 2020-07-27 04:08:48,187 - mmaction - INFO - Epoch [121][540/3757] lr: 2.500e-02, eta: 1 day, 15:01:29, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3875, top5_acc: 0.6141, loss_cls: 2.8524, loss: 2.8524, grad_norm: 3.6329 2020-07-27 04:08:59,780 - mmaction - INFO - Epoch [121][560/3757] lr: 2.500e-02, eta: 1 day, 15:01:16, time: 0.579, data_time: 0.013, memory: 5232, top1_acc: 0.3453, top5_acc: 0.5930, loss_cls: 3.0279, loss: 3.0279, grad_norm: 3.8215 2020-07-27 04:09:11,218 - mmaction - INFO - Epoch [121][580/3757] lr: 2.500e-02, eta: 1 day, 15:01:03, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3867, top5_acc: 0.6266, loss_cls: 2.8504, loss: 2.8504, grad_norm: 3.6149 2020-07-27 04:09:22,646 - mmaction - INFO - Epoch [121][600/3757] lr: 2.500e-02, eta: 1 day, 15:00:49, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3359, top5_acc: 0.6141, loss_cls: 2.9195, loss: 2.9195, grad_norm: 3.6932 2020-07-27 04:09:34,037 - mmaction - INFO - Epoch [121][620/3757] lr: 2.500e-02, eta: 1 day, 15:00:36, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3555, top5_acc: 0.5945, loss_cls: 2.9625, loss: 2.9625, grad_norm: 3.6951 2020-07-27 04:09:45,450 - mmaction - INFO - Epoch [121][640/3757] lr: 2.500e-02, eta: 1 day, 15:00:23, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3711, top5_acc: 0.6227, loss_cls: 2.8802, loss: 2.8802, grad_norm: 3.6685 2020-07-27 04:09:56,936 - mmaction - INFO - Epoch [121][660/3757] lr: 2.500e-02, eta: 1 day, 15:00:10, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.3477, top5_acc: 0.5852, loss_cls: 2.9596, loss: 2.9596, grad_norm: 3.7227 2020-07-27 04:10:08,355 - mmaction - INFO - Epoch [121][680/3757] lr: 2.500e-02, eta: 1 day, 14:59:56, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3406, top5_acc: 0.6039, loss_cls: 3.0584, loss: 3.0584, grad_norm: 3.6995 2020-07-27 04:10:19,814 - mmaction - INFO - Epoch [121][700/3757] lr: 2.500e-02, eta: 1 day, 14:59:43, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.3742, top5_acc: 0.6062, loss_cls: 2.8651, loss: 2.8651, grad_norm: 3.5346 2020-07-27 04:10:31,169 - mmaction - INFO - Epoch [121][720/3757] lr: 2.500e-02, eta: 1 day, 14:59:30, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3555, top5_acc: 0.6117, loss_cls: 2.9838, loss: 2.9838, grad_norm: 3.7073 2020-07-27 04:10:42,540 - mmaction - INFO - Epoch [121][740/3757] lr: 2.500e-02, eta: 1 day, 14:59:17, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3602, top5_acc: 0.6172, loss_cls: 2.9501, loss: 2.9501, grad_norm: 3.7055 2020-07-27 04:10:53,905 - mmaction - INFO - Epoch [121][760/3757] lr: 2.500e-02, eta: 1 day, 14:59:03, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3531, top5_acc: 0.6055, loss_cls: 2.8941, loss: 2.8941, grad_norm: 3.7755 2020-07-27 04:11:05,266 - mmaction - INFO - Epoch [121][780/3757] lr: 2.500e-02, eta: 1 day, 14:58:50, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3516, top5_acc: 0.5906, loss_cls: 2.9608, loss: 2.9608, grad_norm: 3.7667 2020-07-27 04:11:16,692 - mmaction - INFO - Epoch [121][800/3757] lr: 2.500e-02, eta: 1 day, 14:58:37, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3820, top5_acc: 0.6125, loss_cls: 2.9371, loss: 2.9371, grad_norm: 3.6151 2020-07-27 04:11:27,979 - mmaction - INFO - Epoch [121][820/3757] lr: 2.500e-02, eta: 1 day, 14:58:23, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3516, top5_acc: 0.6094, loss_cls: 2.9711, loss: 2.9711, grad_norm: 3.7494 2020-07-27 04:11:39,317 - mmaction - INFO - Epoch [121][840/3757] lr: 2.500e-02, eta: 1 day, 14:58:10, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3578, top5_acc: 0.5984, loss_cls: 2.9905, loss: 2.9905, grad_norm: 3.6011 2020-07-27 04:11:50,703 - mmaction - INFO - Epoch [121][860/3757] lr: 2.500e-02, eta: 1 day, 14:57:57, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3641, top5_acc: 0.6086, loss_cls: 2.9352, loss: 2.9352, grad_norm: 3.6551 2020-07-27 04:12:02,061 - mmaction - INFO - Epoch [121][880/3757] lr: 2.500e-02, eta: 1 day, 14:57:44, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3531, top5_acc: 0.5945, loss_cls: 2.9954, loss: 2.9954, grad_norm: 3.7644 2020-07-27 04:12:13,508 - mmaction - INFO - Epoch [121][900/3757] lr: 2.500e-02, eta: 1 day, 14:57:30, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3516, top5_acc: 0.6008, loss_cls: 2.9397, loss: 2.9397, grad_norm: 3.7883 2020-07-27 04:12:24,871 - mmaction - INFO - Epoch [121][920/3757] lr: 2.500e-02, eta: 1 day, 14:57:17, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3305, top5_acc: 0.5828, loss_cls: 3.0275, loss: 3.0275, grad_norm: 3.6988 2020-07-27 04:12:36,306 - mmaction - INFO - Epoch [121][940/3757] lr: 2.500e-02, eta: 1 day, 14:57:04, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3492, top5_acc: 0.5875, loss_cls: 2.9602, loss: 2.9602, grad_norm: 3.6063 2020-07-27 04:12:47,731 - mmaction - INFO - Epoch [121][960/3757] lr: 2.500e-02, eta: 1 day, 14:56:51, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.3531, top5_acc: 0.5930, loss_cls: 2.9939, loss: 2.9939, grad_norm: 3.7024 2020-07-27 04:12:59,138 - mmaction - INFO - Epoch [121][980/3757] lr: 2.500e-02, eta: 1 day, 14:56:37, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3617, top5_acc: 0.5992, loss_cls: 2.9295, loss: 2.9295, grad_norm: 3.7373 2020-07-27 04:13:10,587 - mmaction - INFO - Epoch [121][1000/3757] lr: 2.500e-02, eta: 1 day, 14:56:24, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3414, top5_acc: 0.5891, loss_cls: 3.0529, loss: 3.0529, grad_norm: 3.7429 2020-07-27 04:13:21,974 - mmaction - INFO - Epoch [121][1020/3757] lr: 2.500e-02, eta: 1 day, 14:56:11, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3633, top5_acc: 0.6039, loss_cls: 2.9046, loss: 2.9046, grad_norm: 3.6077 2020-07-27 04:13:33,321 - mmaction - INFO - Epoch [121][1040/3757] lr: 2.500e-02, eta: 1 day, 14:55:58, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3383, top5_acc: 0.5930, loss_cls: 2.9538, loss: 2.9538, grad_norm: 3.6902 2020-07-27 04:13:44,704 - mmaction - INFO - Epoch [121][1060/3757] lr: 2.500e-02, eta: 1 day, 14:55:44, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3625, top5_acc: 0.5930, loss_cls: 2.9915, loss: 2.9915, grad_norm: 3.7517 2020-07-27 04:13:56,190 - mmaction - INFO - Epoch [121][1080/3757] lr: 2.500e-02, eta: 1 day, 14:55:31, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3531, top5_acc: 0.5922, loss_cls: 2.9834, loss: 2.9834, grad_norm: 3.6386 2020-07-27 04:14:07,516 - mmaction - INFO - Epoch [121][1100/3757] lr: 2.500e-02, eta: 1 day, 14:55:18, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3383, top5_acc: 0.5961, loss_cls: 3.0083, loss: 3.0083, grad_norm: 3.7744 2020-07-27 04:14:19,516 - mmaction - INFO - Epoch [121][1120/3757] lr: 2.500e-02, eta: 1 day, 14:55:05, time: 0.600, data_time: 0.035, memory: 5232, top1_acc: 0.3828, top5_acc: 0.6062, loss_cls: 2.9079, loss: 2.9079, grad_norm: 3.6900 2020-07-27 04:14:30,978 - mmaction - INFO - Epoch [121][1140/3757] lr: 2.500e-02, eta: 1 day, 14:54:52, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3281, top5_acc: 0.6047, loss_cls: 2.9914, loss: 2.9914, grad_norm: 3.6141 2020-07-27 04:14:42,421 - mmaction - INFO - Epoch [121][1160/3757] lr: 2.500e-02, eta: 1 day, 14:54:38, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3539, top5_acc: 0.5883, loss_cls: 2.9859, loss: 2.9859, grad_norm: 3.7216 2020-07-27 04:14:53,903 - mmaction - INFO - Epoch [121][1180/3757] lr: 2.500e-02, eta: 1 day, 14:54:25, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3648, top5_acc: 0.6156, loss_cls: 2.8823, loss: 2.8823, grad_norm: 3.7701 2020-07-27 04:15:05,187 - mmaction - INFO - Epoch [121][1200/3757] lr: 2.500e-02, eta: 1 day, 14:54:12, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.3664, top5_acc: 0.6195, loss_cls: 2.8936, loss: 2.8936, grad_norm: 3.6490 2020-07-27 04:15:16,581 - mmaction - INFO - Epoch [121][1220/3757] lr: 2.500e-02, eta: 1 day, 14:53:59, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.3609, top5_acc: 0.6156, loss_cls: 2.9462, loss: 2.9462, grad_norm: 3.6254 2020-07-27 04:15:27,978 - mmaction - INFO - Epoch [121][1240/3757] lr: 2.500e-02, eta: 1 day, 14:53:45, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3469, top5_acc: 0.5992, loss_cls: 2.9783, loss: 2.9783, grad_norm: 3.8121 2020-07-27 04:15:39,320 - mmaction - INFO - Epoch [121][1260/3757] lr: 2.500e-02, eta: 1 day, 14:53:32, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.3523, top5_acc: 0.6047, loss_cls: 3.0055, loss: 3.0055, grad_norm: 3.8423 2020-07-27 04:15:50,833 - mmaction - INFO - Epoch [121][1280/3757] lr: 2.500e-02, eta: 1 day, 14:53:19, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3578, top5_acc: 0.5930, loss_cls: 2.9472, loss: 2.9472, grad_norm: 3.7190 2020-07-27 04:16:02,372 - mmaction - INFO - Epoch [121][1300/3757] lr: 2.500e-02, eta: 1 day, 14:53:06, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3625, top5_acc: 0.6078, loss_cls: 2.9064, loss: 2.9064, grad_norm: 3.6872 2020-07-27 04:16:13,756 - mmaction - INFO - Epoch [121][1320/3757] lr: 2.500e-02, eta: 1 day, 14:52:53, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3445, top5_acc: 0.6133, loss_cls: 2.9370, loss: 2.9370, grad_norm: 3.7902 2020-07-27 04:16:25,257 - mmaction - INFO - Epoch [121][1340/3757] lr: 2.500e-02, eta: 1 day, 14:52:39, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3492, top5_acc: 0.6039, loss_cls: 2.9870, loss: 2.9870, grad_norm: 3.7055 2020-07-27 04:16:36,693 - mmaction - INFO - Epoch [121][1360/3757] lr: 2.500e-02, eta: 1 day, 14:52:26, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3516, top5_acc: 0.6062, loss_cls: 2.9676, loss: 2.9676, grad_norm: 3.7275 2020-07-27 04:16:48,159 - mmaction - INFO - Epoch [121][1380/3757] lr: 2.500e-02, eta: 1 day, 14:52:13, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3742, top5_acc: 0.6367, loss_cls: 2.8096, loss: 2.8096, grad_norm: 3.6629 2020-07-27 04:16:59,548 - mmaction - INFO - Epoch [121][1400/3757] lr: 2.500e-02, eta: 1 day, 14:52:00, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.6117, loss_cls: 2.9083, loss: 2.9083, grad_norm: 3.7227 2020-07-27 04:17:10,971 - mmaction - INFO - Epoch [121][1420/3757] lr: 2.500e-02, eta: 1 day, 14:51:46, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5852, loss_cls: 3.0536, loss: 3.0536, grad_norm: 3.8089 2020-07-27 04:17:22,424 - mmaction - INFO - Epoch [121][1440/3757] lr: 2.500e-02, eta: 1 day, 14:51:33, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3563, top5_acc: 0.6211, loss_cls: 2.9829, loss: 2.9829, grad_norm: 3.7202 2020-07-27 04:17:33,812 - mmaction - INFO - Epoch [121][1460/3757] lr: 2.500e-02, eta: 1 day, 14:51:20, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3594, top5_acc: 0.5922, loss_cls: 2.9314, loss: 2.9314, grad_norm: 3.6328 2020-07-27 04:17:45,346 - mmaction - INFO - Epoch [121][1480/3757] lr: 2.500e-02, eta: 1 day, 14:51:07, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3508, top5_acc: 0.5914, loss_cls: 3.0032, loss: 3.0032, grad_norm: 3.7842 2020-07-27 04:17:56,722 - mmaction - INFO - Epoch [121][1500/3757] lr: 2.500e-02, eta: 1 day, 14:50:53, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3555, top5_acc: 0.6094, loss_cls: 2.9300, loss: 2.9300, grad_norm: 3.6884 2020-07-27 04:18:08,273 - mmaction - INFO - Epoch [121][1520/3757] lr: 2.500e-02, eta: 1 day, 14:50:40, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3336, top5_acc: 0.5687, loss_cls: 3.0368, loss: 3.0368, grad_norm: 3.7186 2020-07-27 04:18:19,774 - mmaction - INFO - Epoch [121][1540/3757] lr: 2.500e-02, eta: 1 day, 14:50:27, time: 0.575, data_time: 0.002, memory: 5232, top1_acc: 0.3305, top5_acc: 0.5641, loss_cls: 3.1141, loss: 3.1141, grad_norm: 3.8464 2020-07-27 04:18:31,222 - mmaction - INFO - Epoch [121][1560/3757] lr: 2.500e-02, eta: 1 day, 14:50:14, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3570, top5_acc: 0.6008, loss_cls: 2.9870, loss: 2.9870, grad_norm: 3.7433 2020-07-27 04:18:42,627 - mmaction - INFO - Epoch [121][1580/3757] lr: 2.500e-02, eta: 1 day, 14:50:01, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3648, top5_acc: 0.6172, loss_cls: 2.8549, loss: 2.8549, grad_norm: 3.5571 2020-07-27 04:18:54,041 - mmaction - INFO - Epoch [121][1600/3757] lr: 2.500e-02, eta: 1 day, 14:49:47, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3625, top5_acc: 0.6133, loss_cls: 2.8961, loss: 2.8961, grad_norm: 3.7059 2020-07-27 04:19:05,311 - mmaction - INFO - Epoch [121][1620/3757] lr: 2.500e-02, eta: 1 day, 14:49:34, time: 0.564, data_time: 0.002, memory: 5232, top1_acc: 0.3906, top5_acc: 0.6203, loss_cls: 2.8715, loss: 2.8715, grad_norm: 3.8030 2020-07-27 04:19:16,656 - mmaction - INFO - Epoch [121][1640/3757] lr: 2.500e-02, eta: 1 day, 14:49:21, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3773, top5_acc: 0.6023, loss_cls: 2.8945, loss: 2.8945, grad_norm: 3.7814 2020-07-27 04:19:28,148 - mmaction - INFO - Epoch [121][1660/3757] lr: 2.500e-02, eta: 1 day, 14:49:08, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3672, top5_acc: 0.6141, loss_cls: 2.9071, loss: 2.9071, grad_norm: 3.7911 2020-07-27 04:19:39,599 - mmaction - INFO - Epoch [121][1680/3757] lr: 2.500e-02, eta: 1 day, 14:48:54, time: 0.572, data_time: 0.014, memory: 5232, top1_acc: 0.3328, top5_acc: 0.6039, loss_cls: 2.9962, loss: 2.9962, grad_norm: 3.7895 2020-07-27 04:19:51,033 - mmaction - INFO - Epoch [121][1700/3757] lr: 2.500e-02, eta: 1 day, 14:48:41, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3539, top5_acc: 0.6125, loss_cls: 2.9346, loss: 2.9346, grad_norm: 3.8370 2020-07-27 04:20:02,479 - mmaction - INFO - Epoch [121][1720/3757] lr: 2.500e-02, eta: 1 day, 14:48:28, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3555, top5_acc: 0.5922, loss_cls: 2.9479, loss: 2.9479, grad_norm: 3.8937 2020-07-27 04:20:13,838 - mmaction - INFO - Epoch [121][1740/3757] lr: 2.500e-02, eta: 1 day, 14:48:15, time: 0.568, data_time: 0.001, memory: 5232, top1_acc: 0.3656, top5_acc: 0.6156, loss_cls: 2.9320, loss: 2.9320, grad_norm: 3.7200 2020-07-27 04:20:25,171 - mmaction - INFO - Epoch [121][1760/3757] lr: 2.500e-02, eta: 1 day, 14:48:01, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.5961, loss_cls: 3.0501, loss: 3.0501, grad_norm: 3.7329 2020-07-27 04:20:36,645 - mmaction - INFO - Epoch [121][1780/3757] lr: 2.500e-02, eta: 1 day, 14:47:48, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3656, top5_acc: 0.6039, loss_cls: 2.9376, loss: 2.9376, grad_norm: 3.7283 2020-07-27 04:20:48,129 - mmaction - INFO - Epoch [121][1800/3757] lr: 2.500e-02, eta: 1 day, 14:47:35, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3516, top5_acc: 0.5922, loss_cls: 2.9640, loss: 2.9640, grad_norm: 3.7339 2020-07-27 04:20:59,679 - mmaction - INFO - Epoch [121][1820/3757] lr: 2.500e-02, eta: 1 day, 14:47:22, time: 0.578, data_time: 0.014, memory: 5232, top1_acc: 0.3688, top5_acc: 0.6195, loss_cls: 2.8775, loss: 2.8775, grad_norm: 3.7694 2020-07-27 04:21:10,952 - mmaction - INFO - Epoch [121][1840/3757] lr: 2.500e-02, eta: 1 day, 14:47:08, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.3523, top5_acc: 0.5992, loss_cls: 2.9732, loss: 2.9732, grad_norm: 3.7120 2020-07-27 04:21:22,271 - mmaction - INFO - Epoch [121][1860/3757] lr: 2.500e-02, eta: 1 day, 14:46:55, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3492, top5_acc: 0.5977, loss_cls: 3.0108, loss: 3.0108, grad_norm: 3.7633 2020-07-27 04:21:33,674 - mmaction - INFO - Epoch [121][1880/3757] lr: 2.500e-02, eta: 1 day, 14:46:42, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3461, top5_acc: 0.6023, loss_cls: 2.9439, loss: 2.9439, grad_norm: 3.5576 2020-07-27 04:21:45,083 - mmaction - INFO - Epoch [121][1900/3757] lr: 2.500e-02, eta: 1 day, 14:46:29, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3805, top5_acc: 0.6148, loss_cls: 2.8826, loss: 2.8826, grad_norm: 3.5308 2020-07-27 04:21:56,536 - mmaction - INFO - Epoch [121][1920/3757] lr: 2.500e-02, eta: 1 day, 14:46:15, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3367, top5_acc: 0.5844, loss_cls: 3.0353, loss: 3.0353, grad_norm: 3.8248 2020-07-27 04:22:07,968 - mmaction - INFO - Epoch [121][1940/3757] lr: 2.500e-02, eta: 1 day, 14:46:02, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.3633, top5_acc: 0.6047, loss_cls: 2.9186, loss: 2.9186, grad_norm: 3.6971 2020-07-27 04:22:19,391 - mmaction - INFO - Epoch [121][1960/3757] lr: 2.500e-02, eta: 1 day, 14:45:49, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.5977, loss_cls: 2.9349, loss: 2.9349, grad_norm: 3.6549 2020-07-27 04:22:30,810 - mmaction - INFO - Epoch [121][1980/3757] lr: 2.500e-02, eta: 1 day, 14:45:36, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3539, top5_acc: 0.6055, loss_cls: 2.9810, loss: 2.9810, grad_norm: 3.8458 2020-07-27 04:22:42,294 - mmaction - INFO - Epoch [121][2000/3757] lr: 2.500e-02, eta: 1 day, 14:45:23, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.3398, top5_acc: 0.5789, loss_cls: 3.0406, loss: 3.0406, grad_norm: 3.6599 2020-07-27 04:22:53,737 - mmaction - INFO - Epoch [121][2020/3757] lr: 2.500e-02, eta: 1 day, 14:45:09, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3672, top5_acc: 0.6203, loss_cls: 2.8798, loss: 2.8798, grad_norm: 3.6243 2020-07-27 04:23:05,043 - mmaction - INFO - Epoch [121][2040/3757] lr: 2.500e-02, eta: 1 day, 14:44:56, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3414, top5_acc: 0.5844, loss_cls: 3.0154, loss: 3.0154, grad_norm: 3.7316 2020-07-27 04:23:16,528 - mmaction - INFO - Epoch [121][2060/3757] lr: 2.500e-02, eta: 1 day, 14:44:43, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.6180, loss_cls: 2.8996, loss: 2.8996, grad_norm: 3.6977 2020-07-27 04:23:27,869 - mmaction - INFO - Epoch [121][2080/3757] lr: 2.500e-02, eta: 1 day, 14:44:30, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3477, top5_acc: 0.5945, loss_cls: 2.9904, loss: 2.9904, grad_norm: 3.6985 2020-07-27 04:23:39,237 - mmaction - INFO - Epoch [121][2100/3757] lr: 2.500e-02, eta: 1 day, 14:44:16, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3594, top5_acc: 0.5891, loss_cls: 3.0124, loss: 3.0124, grad_norm: 3.6826 2020-07-27 04:23:50,699 - mmaction - INFO - Epoch [121][2120/3757] lr: 2.500e-02, eta: 1 day, 14:44:03, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3578, top5_acc: 0.5969, loss_cls: 2.9690, loss: 2.9690, grad_norm: 3.6909 2020-07-27 04:24:02,011 - mmaction - INFO - Epoch [121][2140/3757] lr: 2.500e-02, eta: 1 day, 14:43:50, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3695, top5_acc: 0.6258, loss_cls: 2.8543, loss: 2.8543, grad_norm: 3.6283 2020-07-27 04:24:13,368 - mmaction - INFO - Epoch [121][2160/3757] lr: 2.500e-02, eta: 1 day, 14:43:37, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3578, top5_acc: 0.5891, loss_cls: 2.9851, loss: 2.9851, grad_norm: 3.6437 2020-07-27 04:24:24,851 - mmaction - INFO - Epoch [121][2180/3757] lr: 2.500e-02, eta: 1 day, 14:43:23, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3695, top5_acc: 0.5984, loss_cls: 2.9007, loss: 2.9007, grad_norm: 3.7067 2020-07-27 04:24:36,481 - mmaction - INFO - Epoch [121][2200/3757] lr: 2.500e-02, eta: 1 day, 14:43:10, time: 0.581, data_time: 0.007, memory: 5232, top1_acc: 0.3398, top5_acc: 0.5750, loss_cls: 3.0298, loss: 3.0298, grad_norm: 3.7897 2020-07-27 04:24:47,865 - mmaction - INFO - Epoch [121][2220/3757] lr: 2.500e-02, eta: 1 day, 14:42:57, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3430, top5_acc: 0.5953, loss_cls: 3.0142, loss: 3.0142, grad_norm: 3.7884 2020-07-27 04:24:59,273 - mmaction - INFO - Epoch [121][2240/3757] lr: 2.500e-02, eta: 1 day, 14:42:44, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3719, top5_acc: 0.5836, loss_cls: 2.9757, loss: 2.9757, grad_norm: 3.6982 2020-07-27 04:25:10,617 - mmaction - INFO - Epoch [121][2260/3757] lr: 2.500e-02, eta: 1 day, 14:42:30, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3594, top5_acc: 0.6016, loss_cls: 2.9424, loss: 2.9424, grad_norm: 3.7133 2020-07-27 04:25:22,033 - mmaction - INFO - Epoch [121][2280/3757] lr: 2.500e-02, eta: 1 day, 14:42:17, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3586, top5_acc: 0.5836, loss_cls: 2.9841, loss: 2.9841, grad_norm: 3.8469 2020-07-27 04:25:33,429 - mmaction - INFO - Epoch [121][2300/3757] lr: 2.500e-02, eta: 1 day, 14:42:04, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3547, top5_acc: 0.5852, loss_cls: 2.9763, loss: 2.9763, grad_norm: 3.8035 2020-07-27 04:25:44,731 - mmaction - INFO - Epoch [121][2320/3757] lr: 2.500e-02, eta: 1 day, 14:41:51, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3422, top5_acc: 0.6062, loss_cls: 2.9879, loss: 2.9879, grad_norm: 3.7455 2020-07-27 04:25:56,234 - mmaction - INFO - Epoch [121][2340/3757] lr: 2.500e-02, eta: 1 day, 14:41:38, time: 0.575, data_time: 0.017, memory: 5232, top1_acc: 0.3570, top5_acc: 0.5898, loss_cls: 2.9933, loss: 2.9933, grad_norm: 3.6610 2020-07-27 04:26:07,594 - mmaction - INFO - Epoch [121][2360/3757] lr: 2.500e-02, eta: 1 day, 14:41:24, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3641, top5_acc: 0.5828, loss_cls: 2.9515, loss: 2.9515, grad_norm: 3.6165 2020-07-27 04:26:18,984 - mmaction - INFO - Epoch [121][2380/3757] lr: 2.500e-02, eta: 1 day, 14:41:11, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3398, top5_acc: 0.5711, loss_cls: 3.0529, loss: 3.0529, grad_norm: 3.8476 2020-07-27 04:26:30,381 - mmaction - INFO - Epoch [121][2400/3757] lr: 2.500e-02, eta: 1 day, 14:40:58, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3516, top5_acc: 0.6039, loss_cls: 2.9486, loss: 2.9486, grad_norm: 3.7924 2020-07-27 04:26:41,815 - mmaction - INFO - Epoch [121][2420/3757] lr: 2.500e-02, eta: 1 day, 14:40:45, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3523, top5_acc: 0.6016, loss_cls: 2.9966, loss: 2.9966, grad_norm: 3.7616 2020-07-27 04:26:53,194 - mmaction - INFO - Epoch [121][2440/3757] lr: 2.500e-02, eta: 1 day, 14:40:31, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3516, top5_acc: 0.6117, loss_cls: 2.9121, loss: 2.9121, grad_norm: 3.6141 2020-07-27 04:27:04,506 - mmaction - INFO - Epoch [121][2460/3757] lr: 2.500e-02, eta: 1 day, 14:40:18, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3563, top5_acc: 0.6016, loss_cls: 2.9158, loss: 2.9158, grad_norm: 3.6453 2020-07-27 04:27:15,895 - mmaction - INFO - Epoch [121][2480/3757] lr: 2.500e-02, eta: 1 day, 14:40:05, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3320, top5_acc: 0.5922, loss_cls: 3.0511, loss: 3.0511, grad_norm: 3.7858 2020-07-27 04:27:27,321 - mmaction - INFO - Epoch [121][2500/3757] lr: 2.500e-02, eta: 1 day, 14:39:52, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3711, top5_acc: 0.6180, loss_cls: 2.8784, loss: 2.8784, grad_norm: 3.6651 2020-07-27 04:27:38,687 - mmaction - INFO - Epoch [121][2520/3757] lr: 2.500e-02, eta: 1 day, 14:39:38, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3641, top5_acc: 0.6000, loss_cls: 2.9981, loss: 2.9981, grad_norm: 3.7245 2020-07-27 04:27:50,074 - mmaction - INFO - Epoch [121][2540/3757] lr: 2.500e-02, eta: 1 day, 14:39:25, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3453, top5_acc: 0.5961, loss_cls: 3.0331, loss: 3.0331, grad_norm: 3.8697 2020-07-27 04:28:01,875 - mmaction - INFO - Epoch [121][2560/3757] lr: 2.500e-02, eta: 1 day, 14:39:12, time: 0.590, data_time: 0.027, memory: 5232, top1_acc: 0.3547, top5_acc: 0.5875, loss_cls: 3.0263, loss: 3.0263, grad_norm: 3.7135 2020-07-27 04:28:13,214 - mmaction - INFO - Epoch [121][2580/3757] lr: 2.500e-02, eta: 1 day, 14:38:59, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3688, top5_acc: 0.6062, loss_cls: 2.9049, loss: 2.9049, grad_norm: 3.6764 2020-07-27 04:28:24,577 - mmaction - INFO - Epoch [121][2600/3757] lr: 2.500e-02, eta: 1 day, 14:38:45, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.5883, loss_cls: 3.0362, loss: 3.0362, grad_norm: 3.7299 2020-07-27 04:28:35,980 - mmaction - INFO - Epoch [121][2620/3757] lr: 2.500e-02, eta: 1 day, 14:38:32, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3234, top5_acc: 0.5914, loss_cls: 3.0112, loss: 3.0112, grad_norm: 3.7202 2020-07-27 04:28:47,369 - mmaction - INFO - Epoch [121][2640/3757] lr: 2.500e-02, eta: 1 day, 14:38:19, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3547, top5_acc: 0.5992, loss_cls: 2.9636, loss: 2.9636, grad_norm: 3.6387 2020-07-27 04:28:58,789 - mmaction - INFO - Epoch [121][2660/3757] lr: 2.500e-02, eta: 1 day, 14:38:06, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3711, top5_acc: 0.6164, loss_cls: 2.8645, loss: 2.8645, grad_norm: 3.6596 2020-07-27 04:29:10,246 - mmaction - INFO - Epoch [121][2680/3757] lr: 2.500e-02, eta: 1 day, 14:37:53, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3523, top5_acc: 0.6062, loss_cls: 2.9115, loss: 2.9115, grad_norm: 3.7367 2020-07-27 04:29:21,829 - mmaction - INFO - Epoch [121][2700/3757] lr: 2.500e-02, eta: 1 day, 14:37:39, time: 0.580, data_time: 0.019, memory: 5232, top1_acc: 0.3484, top5_acc: 0.5977, loss_cls: 2.9422, loss: 2.9422, grad_norm: 3.6791 2020-07-27 04:29:33,230 - mmaction - INFO - Epoch [121][2720/3757] lr: 2.500e-02, eta: 1 day, 14:37:26, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3742, top5_acc: 0.6188, loss_cls: 2.8443, loss: 2.8443, grad_norm: 3.6061 2020-07-27 04:29:44,689 - mmaction - INFO - Epoch [121][2740/3757] lr: 2.500e-02, eta: 1 day, 14:37:13, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3445, top5_acc: 0.5906, loss_cls: 2.9902, loss: 2.9902, grad_norm: 3.7468 2020-07-27 04:29:55,990 - mmaction - INFO - Epoch [121][2760/3757] lr: 2.500e-02, eta: 1 day, 14:37:00, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3688, top5_acc: 0.6172, loss_cls: 2.8597, loss: 2.8597, grad_norm: 3.7378 2020-07-27 04:30:07,342 - mmaction - INFO - Epoch [121][2780/3757] lr: 2.500e-02, eta: 1 day, 14:36:46, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3539, top5_acc: 0.5930, loss_cls: 2.9290, loss: 2.9290, grad_norm: 3.7136 2020-07-27 04:30:18,703 - mmaction - INFO - Epoch [121][2800/3757] lr: 2.500e-02, eta: 1 day, 14:36:33, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3406, top5_acc: 0.6008, loss_cls: 2.9386, loss: 2.9386, grad_norm: 3.6641 2020-07-27 04:30:30,027 - mmaction - INFO - Epoch [121][2820/3757] lr: 2.500e-02, eta: 1 day, 14:36:20, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3602, top5_acc: 0.5789, loss_cls: 3.0292, loss: 3.0292, grad_norm: 3.6820 2020-07-27 04:30:41,509 - mmaction - INFO - Epoch [121][2840/3757] lr: 2.500e-02, eta: 1 day, 14:36:07, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3508, top5_acc: 0.5930, loss_cls: 2.9692, loss: 2.9692, grad_norm: 3.6738 2020-07-27 04:30:52,854 - mmaction - INFO - Epoch [121][2860/3757] lr: 2.500e-02, eta: 1 day, 14:35:53, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3641, top5_acc: 0.5969, loss_cls: 2.9757, loss: 2.9757, grad_norm: 3.6176 2020-07-27 04:31:04,301 - mmaction - INFO - Epoch [121][2880/3757] lr: 2.500e-02, eta: 1 day, 14:35:40, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3641, top5_acc: 0.6109, loss_cls: 2.8820, loss: 2.8820, grad_norm: 3.7452 2020-07-27 04:31:15,753 - mmaction - INFO - Epoch [121][2900/3757] lr: 2.500e-02, eta: 1 day, 14:35:27, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3609, top5_acc: 0.6070, loss_cls: 2.9284, loss: 2.9284, grad_norm: 3.7119 2020-07-27 04:31:27,144 - mmaction - INFO - Epoch [121][2920/3757] lr: 2.500e-02, eta: 1 day, 14:35:14, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3477, top5_acc: 0.5938, loss_cls: 3.0096, loss: 3.0096, grad_norm: 3.6922 2020-07-27 04:31:38,524 - mmaction - INFO - Epoch [121][2940/3757] lr: 2.500e-02, eta: 1 day, 14:35:01, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3625, top5_acc: 0.6102, loss_cls: 2.9316, loss: 2.9316, grad_norm: 3.7364 2020-07-27 04:31:49,875 - mmaction - INFO - Epoch [121][2960/3757] lr: 2.500e-02, eta: 1 day, 14:34:47, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3609, top5_acc: 0.6094, loss_cls: 2.9503, loss: 2.9503, grad_norm: 3.7350 2020-07-27 04:32:01,189 - mmaction - INFO - Epoch [121][2980/3757] lr: 2.500e-02, eta: 1 day, 14:34:34, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.5992, loss_cls: 2.9812, loss: 2.9812, grad_norm: 3.6843 2020-07-27 04:32:12,559 - mmaction - INFO - Epoch [121][3000/3757] lr: 2.500e-02, eta: 1 day, 14:34:21, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3414, top5_acc: 0.5734, loss_cls: 3.0675, loss: 3.0675, grad_norm: 3.7643 2020-07-27 04:32:23,972 - mmaction - INFO - Epoch [121][3020/3757] lr: 2.500e-02, eta: 1 day, 14:34:07, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3695, top5_acc: 0.6422, loss_cls: 2.8655, loss: 2.8655, grad_norm: 3.6211 2020-07-27 04:32:35,402 - mmaction - INFO - Epoch [121][3040/3757] lr: 2.500e-02, eta: 1 day, 14:33:54, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3477, top5_acc: 0.5938, loss_cls: 2.9563, loss: 2.9563, grad_norm: 3.7370 2020-07-27 04:32:46,849 - mmaction - INFO - Epoch [121][3060/3757] lr: 2.500e-02, eta: 1 day, 14:33:41, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3398, top5_acc: 0.5953, loss_cls: 3.0295, loss: 3.0295, grad_norm: 3.8153 2020-07-27 04:32:58,150 - mmaction - INFO - Epoch [121][3080/3757] lr: 2.500e-02, eta: 1 day, 14:33:28, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3383, top5_acc: 0.5945, loss_cls: 3.0572, loss: 3.0572, grad_norm: 3.7221 2020-07-27 04:33:09,479 - mmaction - INFO - Epoch [121][3100/3757] lr: 2.500e-02, eta: 1 day, 14:33:14, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3484, top5_acc: 0.5766, loss_cls: 3.0168, loss: 3.0168, grad_norm: 3.6903 2020-07-27 04:33:20,981 - mmaction - INFO - Epoch [121][3120/3757] lr: 2.500e-02, eta: 1 day, 14:33:01, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3539, top5_acc: 0.6086, loss_cls: 2.9221, loss: 2.9221, grad_norm: 3.6335 2020-07-27 04:33:32,178 - mmaction - INFO - Epoch [121][3140/3757] lr: 2.500e-02, eta: 1 day, 14:32:48, time: 0.560, data_time: 0.001, memory: 5232, top1_acc: 0.3492, top5_acc: 0.6086, loss_cls: 2.9366, loss: 2.9366, grad_norm: 3.6674 2020-07-27 04:33:43,500 - mmaction - INFO - Epoch [121][3160/3757] lr: 2.500e-02, eta: 1 day, 14:32:35, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3539, top5_acc: 0.6438, loss_cls: 2.8580, loss: 2.8580, grad_norm: 3.7183 2020-07-27 04:33:54,845 - mmaction - INFO - Epoch [121][3180/3757] lr: 2.500e-02, eta: 1 day, 14:32:21, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3633, top5_acc: 0.6086, loss_cls: 2.9149, loss: 2.9149, grad_norm: 3.7365 2020-07-27 04:34:06,307 - mmaction - INFO - Epoch [121][3200/3757] lr: 2.500e-02, eta: 1 day, 14:32:08, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3547, top5_acc: 0.5977, loss_cls: 2.9644, loss: 2.9644, grad_norm: 3.7641 2020-07-27 04:34:17,737 - mmaction - INFO - Epoch [121][3220/3757] lr: 2.500e-02, eta: 1 day, 14:31:55, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3648, top5_acc: 0.6031, loss_cls: 2.9252, loss: 2.9252, grad_norm: 3.7292 2020-07-27 04:34:29,153 - mmaction - INFO - Epoch [121][3240/3757] lr: 2.500e-02, eta: 1 day, 14:31:42, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.5781, loss_cls: 3.0133, loss: 3.0133, grad_norm: 3.7699 2020-07-27 04:34:40,567 - mmaction - INFO - Epoch [121][3260/3757] lr: 2.500e-02, eta: 1 day, 14:31:29, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.3500, top5_acc: 0.5906, loss_cls: 2.9515, loss: 2.9515, grad_norm: 3.6767 2020-07-27 04:34:52,029 - mmaction - INFO - Epoch [121][3280/3757] lr: 2.500e-02, eta: 1 day, 14:31:15, time: 0.573, data_time: 0.013, memory: 5232, top1_acc: 0.3469, top5_acc: 0.6008, loss_cls: 2.9328, loss: 2.9328, grad_norm: 3.8168 2020-07-27 04:35:03,520 - mmaction - INFO - Epoch [121][3300/3757] lr: 2.500e-02, eta: 1 day, 14:31:02, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3438, top5_acc: 0.5867, loss_cls: 2.9699, loss: 2.9699, grad_norm: 3.7630 2020-07-27 04:35:14,978 - mmaction - INFO - Epoch [121][3320/3757] lr: 2.500e-02, eta: 1 day, 14:30:49, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.3438, top5_acc: 0.6023, loss_cls: 2.9789, loss: 2.9789, grad_norm: 3.7736 2020-07-27 04:35:26,424 - mmaction - INFO - Epoch [121][3340/3757] lr: 2.500e-02, eta: 1 day, 14:30:36, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3031, top5_acc: 0.5703, loss_cls: 3.0922, loss: 3.0922, grad_norm: 3.8025 2020-07-27 04:35:37,822 - mmaction - INFO - Epoch [121][3360/3757] lr: 2.500e-02, eta: 1 day, 14:30:23, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3703, top5_acc: 0.6148, loss_cls: 2.9277, loss: 2.9277, grad_norm: 3.6743 2020-07-27 04:35:49,157 - mmaction - INFO - Epoch [121][3380/3757] lr: 2.500e-02, eta: 1 day, 14:30:09, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.3508, top5_acc: 0.6133, loss_cls: 2.9385, loss: 2.9385, grad_norm: 3.7048 2020-07-27 04:36:00,670 - mmaction - INFO - Epoch [121][3400/3757] lr: 2.500e-02, eta: 1 day, 14:29:56, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3531, top5_acc: 0.5922, loss_cls: 2.8962, loss: 2.8962, grad_norm: 3.7715 2020-07-27 04:36:12,176 - mmaction - INFO - Epoch [121][3420/3757] lr: 2.500e-02, eta: 1 day, 14:29:43, time: 0.575, data_time: 0.008, memory: 5232, top1_acc: 0.3508, top5_acc: 0.6156, loss_cls: 2.9470, loss: 2.9470, grad_norm: 3.7925 2020-07-27 04:36:23,519 - mmaction - INFO - Epoch [121][3440/3757] lr: 2.500e-02, eta: 1 day, 14:29:30, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3594, top5_acc: 0.5891, loss_cls: 2.9572, loss: 2.9572, grad_norm: 3.7198 2020-07-27 04:36:34,973 - mmaction - INFO - Epoch [121][3460/3757] lr: 2.500e-02, eta: 1 day, 14:29:16, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3570, top5_acc: 0.6047, loss_cls: 2.9425, loss: 2.9425, grad_norm: 3.6907 2020-07-27 04:36:46,491 - mmaction - INFO - Epoch [121][3480/3757] lr: 2.500e-02, eta: 1 day, 14:29:03, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3469, top5_acc: 0.6039, loss_cls: 2.9825, loss: 2.9825, grad_norm: 3.6586 2020-07-27 04:36:57,910 - mmaction - INFO - Epoch [121][3500/3757] lr: 2.500e-02, eta: 1 day, 14:28:50, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3438, top5_acc: 0.5914, loss_cls: 3.0159, loss: 3.0159, grad_norm: 3.7549 2020-07-27 04:37:09,411 - mmaction - INFO - Epoch [121][3520/3757] lr: 2.500e-02, eta: 1 day, 14:28:37, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3781, top5_acc: 0.6141, loss_cls: 2.8656, loss: 2.8656, grad_norm: 3.6066 2020-07-27 04:37:20,845 - mmaction - INFO - Epoch [121][3540/3757] lr: 2.500e-02, eta: 1 day, 14:28:24, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3477, top5_acc: 0.6000, loss_cls: 2.9749, loss: 2.9749, grad_norm: 3.7344 2020-07-27 04:37:32,297 - mmaction - INFO - Epoch [121][3560/3757] lr: 2.500e-02, eta: 1 day, 14:28:11, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3656, top5_acc: 0.6180, loss_cls: 2.8862, loss: 2.8862, grad_norm: 3.6435 2020-07-27 04:37:43,731 - mmaction - INFO - Epoch [121][3580/3757] lr: 2.500e-02, eta: 1 day, 14:27:57, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3398, top5_acc: 0.5680, loss_cls: 3.0468, loss: 3.0468, grad_norm: 3.6002 2020-07-27 04:37:55,071 - mmaction - INFO - Epoch [121][3600/3757] lr: 2.500e-02, eta: 1 day, 14:27:44, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3297, top5_acc: 0.5797, loss_cls: 3.0352, loss: 3.0352, grad_norm: 3.8007 2020-07-27 04:38:06,441 - mmaction - INFO - Epoch [121][3620/3757] lr: 2.500e-02, eta: 1 day, 14:27:31, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3516, top5_acc: 0.5977, loss_cls: 2.9822, loss: 2.9822, grad_norm: 3.6864 2020-07-27 04:38:17,781 - mmaction - INFO - Epoch [121][3640/3757] lr: 2.500e-02, eta: 1 day, 14:27:18, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3594, top5_acc: 0.6227, loss_cls: 2.9143, loss: 2.9143, grad_norm: 3.7466 2020-07-27 04:38:29,247 - mmaction - INFO - Epoch [121][3660/3757] lr: 2.500e-02, eta: 1 day, 14:27:04, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3547, top5_acc: 0.6000, loss_cls: 3.0028, loss: 3.0028, grad_norm: 3.7885 2020-07-27 04:38:40,745 - mmaction - INFO - Epoch [121][3680/3757] lr: 2.500e-02, eta: 1 day, 14:26:51, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3492, top5_acc: 0.5938, loss_cls: 3.0102, loss: 3.0102, grad_norm: 3.6625 2020-07-27 04:38:52,192 - mmaction - INFO - Epoch [121][3700/3757] lr: 2.500e-02, eta: 1 day, 14:26:38, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.6031, loss_cls: 2.9942, loss: 2.9942, grad_norm: 3.6908 2020-07-27 04:39:03,669 - mmaction - INFO - Epoch [121][3720/3757] lr: 2.500e-02, eta: 1 day, 14:26:25, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.3672, top5_acc: 0.6070, loss_cls: 2.9248, loss: 2.9248, grad_norm: 3.6132 2020-07-27 04:39:15,063 - mmaction - INFO - Epoch [121][3740/3757] lr: 2.500e-02, eta: 1 day, 14:26:12, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3250, top5_acc: 0.5820, loss_cls: 3.0797, loss: 3.0797, grad_norm: 3.8601 2020-07-27 04:42:39,011 - mmaction - INFO - Epoch [122][20/3757] lr: 2.425e-02, eta: 1 day, 14:27:42, time: 9.410, data_time: 8.735, memory: 5232, top1_acc: 0.3453, top5_acc: 0.5797, loss_cls: 3.0565, loss: 3.0565, grad_norm: 3.7947 2020-07-27 04:42:50,288 - mmaction - INFO - Epoch [122][40/3757] lr: 2.425e-02, eta: 1 day, 14:27:28, time: 0.565, data_time: 0.002, memory: 5232, top1_acc: 0.3766, top5_acc: 0.6234, loss_cls: 2.8273, loss: 2.8273, grad_norm: 3.6057 2020-07-27 04:43:01,662 - mmaction - INFO - Epoch [122][60/3757] lr: 2.425e-02, eta: 1 day, 14:27:15, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3719, top5_acc: 0.6227, loss_cls: 2.8841, loss: 2.8841, grad_norm: 3.7765 2020-07-27 04:43:12,979 - mmaction - INFO - Epoch [122][80/3757] lr: 2.425e-02, eta: 1 day, 14:27:02, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3578, top5_acc: 0.6102, loss_cls: 2.9110, loss: 2.9110, grad_norm: 3.7354 2020-07-27 04:43:24,313 - mmaction - INFO - Epoch [122][100/3757] lr: 2.425e-02, eta: 1 day, 14:26:49, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3594, top5_acc: 0.6078, loss_cls: 2.9053, loss: 2.9053, grad_norm: 3.7045 2020-07-27 04:43:35,669 - mmaction - INFO - Epoch [122][120/3757] lr: 2.425e-02, eta: 1 day, 14:26:35, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3398, top5_acc: 0.6000, loss_cls: 3.0184, loss: 3.0184, grad_norm: 3.6935 2020-07-27 04:43:47,030 - mmaction - INFO - Epoch [122][140/3757] lr: 2.425e-02, eta: 1 day, 14:26:22, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3750, top5_acc: 0.6445, loss_cls: 2.8001, loss: 2.8001, grad_norm: 3.5926 2020-07-27 04:43:58,351 - mmaction - INFO - Epoch [122][160/3757] lr: 2.425e-02, eta: 1 day, 14:26:09, time: 0.567, data_time: 0.004, memory: 5232, top1_acc: 0.3648, top5_acc: 0.5953, loss_cls: 2.9474, loss: 2.9474, grad_norm: 3.7121 2020-07-27 04:44:09,708 - mmaction - INFO - Epoch [122][180/3757] lr: 2.425e-02, eta: 1 day, 14:25:55, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3758, top5_acc: 0.6148, loss_cls: 2.8665, loss: 2.8665, grad_norm: 3.7044 2020-07-27 04:44:21,562 - mmaction - INFO - Epoch [122][200/3757] lr: 2.425e-02, eta: 1 day, 14:25:43, time: 0.593, data_time: 0.031, memory: 5232, top1_acc: 0.3672, top5_acc: 0.5938, loss_cls: 2.9187, loss: 2.9187, grad_norm: 3.7282 2020-07-27 04:44:32,855 - mmaction - INFO - Epoch [122][220/3757] lr: 2.425e-02, eta: 1 day, 14:25:29, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.3516, top5_acc: 0.6008, loss_cls: 2.9524, loss: 2.9524, grad_norm: 3.8056 2020-07-27 04:44:44,404 - mmaction - INFO - Epoch [122][240/3757] lr: 2.425e-02, eta: 1 day, 14:25:16, time: 0.578, data_time: 0.004, memory: 5232, top1_acc: 0.3625, top5_acc: 0.6125, loss_cls: 2.8560, loss: 2.8560, grad_norm: 3.7754 2020-07-27 04:44:55,624 - mmaction - INFO - Epoch [122][260/3757] lr: 2.425e-02, eta: 1 day, 14:25:03, time: 0.561, data_time: 0.002, memory: 5232, top1_acc: 0.3414, top5_acc: 0.5898, loss_cls: 2.9924, loss: 2.9924, grad_norm: 3.8353 2020-07-27 04:45:07,051 - mmaction - INFO - Epoch [122][280/3757] lr: 2.425e-02, eta: 1 day, 14:24:49, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3578, top5_acc: 0.6023, loss_cls: 2.9872, loss: 2.9872, grad_norm: 3.8372 2020-07-27 04:45:18,500 - mmaction - INFO - Epoch [122][300/3757] lr: 2.425e-02, eta: 1 day, 14:24:36, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.3688, top5_acc: 0.5922, loss_cls: 2.9340, loss: 2.9340, grad_norm: 3.8008 2020-07-27 04:45:29,821 - mmaction - INFO - Epoch [122][320/3757] lr: 2.425e-02, eta: 1 day, 14:24:23, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3555, top5_acc: 0.5805, loss_cls: 3.0971, loss: 3.0971, grad_norm: 3.8683 2020-07-27 04:45:41,531 - mmaction - INFO - Epoch [122][340/3757] lr: 2.425e-02, eta: 1 day, 14:24:10, time: 0.585, data_time: 0.023, memory: 5232, top1_acc: 0.3711, top5_acc: 0.5992, loss_cls: 2.9520, loss: 2.9520, grad_norm: 3.7042 2020-07-27 04:45:53,006 - mmaction - INFO - Epoch [122][360/3757] lr: 2.425e-02, eta: 1 day, 14:23:57, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3422, top5_acc: 0.5734, loss_cls: 3.0804, loss: 3.0804, grad_norm: 3.7772 2020-07-27 04:46:04,357 - mmaction - INFO - Epoch [122][380/3757] lr: 2.425e-02, eta: 1 day, 14:23:44, time: 0.568, data_time: 0.001, memory: 5232, top1_acc: 0.3414, top5_acc: 0.5914, loss_cls: 2.9591, loss: 2.9591, grad_norm: 3.6914 2020-07-27 04:46:15,713 - mmaction - INFO - Epoch [122][400/3757] lr: 2.425e-02, eta: 1 day, 14:23:30, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3570, top5_acc: 0.5891, loss_cls: 2.9849, loss: 2.9849, grad_norm: 3.6305 2020-07-27 04:46:27,099 - mmaction - INFO - Epoch [122][420/3757] lr: 2.425e-02, eta: 1 day, 14:23:17, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3641, top5_acc: 0.6023, loss_cls: 2.9706, loss: 2.9706, grad_norm: 3.6715 2020-07-27 04:46:38,473 - mmaction - INFO - Epoch [122][440/3757] lr: 2.425e-02, eta: 1 day, 14:23:04, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3758, top5_acc: 0.6023, loss_cls: 2.8915, loss: 2.8915, grad_norm: 3.6753 2020-07-27 04:46:49,884 - mmaction - INFO - Epoch [122][460/3757] lr: 2.425e-02, eta: 1 day, 14:22:50, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3648, top5_acc: 0.6023, loss_cls: 2.9287, loss: 2.9287, grad_norm: 3.7883 2020-07-27 04:47:01,678 - mmaction - INFO - Epoch [122][480/3757] lr: 2.425e-02, eta: 1 day, 14:22:38, time: 0.590, data_time: 0.021, memory: 5232, top1_acc: 0.3469, top5_acc: 0.5867, loss_cls: 3.0267, loss: 3.0267, grad_norm: 3.7890 2020-07-27 04:47:12,975 - mmaction - INFO - Epoch [122][500/3757] lr: 2.425e-02, eta: 1 day, 14:22:24, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3594, top5_acc: 0.6109, loss_cls: 2.9162, loss: 2.9162, grad_norm: 3.7430 2020-07-27 04:47:24,375 - mmaction - INFO - Epoch [122][520/3757] lr: 2.425e-02, eta: 1 day, 14:22:11, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3602, top5_acc: 0.6094, loss_cls: 2.8749, loss: 2.8749, grad_norm: 3.6576 2020-07-27 04:47:35,736 - mmaction - INFO - Epoch [122][540/3757] lr: 2.425e-02, eta: 1 day, 14:21:58, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3656, top5_acc: 0.6156, loss_cls: 2.9221, loss: 2.9221, grad_norm: 3.7138 2020-07-27 04:47:47,130 - mmaction - INFO - Epoch [122][560/3757] lr: 2.425e-02, eta: 1 day, 14:21:44, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3594, top5_acc: 0.6234, loss_cls: 2.8386, loss: 2.8386, grad_norm: 3.5580 2020-07-27 04:47:58,538 - mmaction - INFO - Epoch [122][580/3757] lr: 2.425e-02, eta: 1 day, 14:21:31, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3609, top5_acc: 0.6148, loss_cls: 2.8932, loss: 2.8932, grad_norm: 3.8386 2020-07-27 04:48:09,971 - mmaction - INFO - Epoch [122][600/3757] lr: 2.425e-02, eta: 1 day, 14:21:18, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3422, top5_acc: 0.6008, loss_cls: 2.9713, loss: 2.9713, grad_norm: 3.8066 2020-07-27 04:48:21,479 - mmaction - INFO - Epoch [122][620/3757] lr: 2.425e-02, eta: 1 day, 14:21:05, time: 0.575, data_time: 0.008, memory: 5232, top1_acc: 0.3656, top5_acc: 0.6070, loss_cls: 2.9144, loss: 2.9144, grad_norm: 3.6993 2020-07-27 04:48:32,910 - mmaction - INFO - Epoch [122][640/3757] lr: 2.425e-02, eta: 1 day, 14:20:52, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3406, top5_acc: 0.6039, loss_cls: 2.9774, loss: 2.9774, grad_norm: 3.6902 2020-07-27 04:48:44,440 - mmaction - INFO - Epoch [122][660/3757] lr: 2.425e-02, eta: 1 day, 14:20:38, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3484, top5_acc: 0.5977, loss_cls: 2.9963, loss: 2.9963, grad_norm: 3.7372 2020-07-27 04:48:55,736 - mmaction - INFO - Epoch [122][680/3757] lr: 2.425e-02, eta: 1 day, 14:20:25, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.3711, top5_acc: 0.6055, loss_cls: 2.8988, loss: 2.8988, grad_norm: 3.6734 2020-07-27 04:49:07,183 - mmaction - INFO - Epoch [122][700/3757] lr: 2.425e-02, eta: 1 day, 14:20:12, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3594, top5_acc: 0.6164, loss_cls: 2.9162, loss: 2.9162, grad_norm: 3.6669 2020-07-27 04:49:18,657 - mmaction - INFO - Epoch [122][720/3757] lr: 2.425e-02, eta: 1 day, 14:19:59, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3578, top5_acc: 0.6062, loss_cls: 2.9604, loss: 2.9604, grad_norm: 3.7559 2020-07-27 04:49:30,041 - mmaction - INFO - Epoch [122][740/3757] lr: 2.425e-02, eta: 1 day, 14:19:46, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3375, top5_acc: 0.5945, loss_cls: 2.9659, loss: 2.9659, grad_norm: 3.6806 2020-07-27 04:49:41,550 - mmaction - INFO - Epoch [122][760/3757] lr: 2.425e-02, eta: 1 day, 14:19:32, time: 0.576, data_time: 0.012, memory: 5232, top1_acc: 0.3391, top5_acc: 0.6133, loss_cls: 2.9400, loss: 2.9400, grad_norm: 3.7082 2020-07-27 04:49:52,887 - mmaction - INFO - Epoch [122][780/3757] lr: 2.425e-02, eta: 1 day, 14:19:19, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3461, top5_acc: 0.5859, loss_cls: 3.0514, loss: 3.0514, grad_norm: 3.7192 2020-07-27 04:50:04,253 - mmaction - INFO - Epoch [122][800/3757] lr: 2.425e-02, eta: 1 day, 14:19:06, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3766, top5_acc: 0.6172, loss_cls: 2.8192, loss: 2.8192, grad_norm: 3.5142 2020-07-27 04:50:15,699 - mmaction - INFO - Epoch [122][820/3757] lr: 2.425e-02, eta: 1 day, 14:18:53, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3508, top5_acc: 0.5969, loss_cls: 2.9285, loss: 2.9285, grad_norm: 3.5783 2020-07-27 04:50:27,029 - mmaction - INFO - Epoch [122][840/3757] lr: 2.425e-02, eta: 1 day, 14:18:39, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3664, top5_acc: 0.6266, loss_cls: 2.8925, loss: 2.8925, grad_norm: 3.6596 2020-07-27 04:50:38,314 - mmaction - INFO - Epoch [122][860/3757] lr: 2.425e-02, eta: 1 day, 14:18:26, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3531, top5_acc: 0.6141, loss_cls: 2.8870, loss: 2.8870, grad_norm: 3.6795 2020-07-27 04:50:49,655 - mmaction - INFO - Epoch [122][880/3757] lr: 2.425e-02, eta: 1 day, 14:18:13, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3539, top5_acc: 0.5906, loss_cls: 2.9262, loss: 2.9262, grad_norm: 3.7040 2020-07-27 04:51:00,882 - mmaction - INFO - Epoch [122][900/3757] lr: 2.425e-02, eta: 1 day, 14:17:59, time: 0.561, data_time: 0.002, memory: 5232, top1_acc: 0.3750, top5_acc: 0.6078, loss_cls: 2.8772, loss: 2.8772, grad_norm: 3.7336 2020-07-27 04:51:12,277 - mmaction - INFO - Epoch [122][920/3757] lr: 2.425e-02, eta: 1 day, 14:17:46, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3641, top5_acc: 0.6070, loss_cls: 2.9207, loss: 2.9207, grad_norm: 3.7356 2020-07-27 04:51:23,692 - mmaction - INFO - Epoch [122][940/3757] lr: 2.425e-02, eta: 1 day, 14:17:33, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3586, top5_acc: 0.6055, loss_cls: 2.9213, loss: 2.9213, grad_norm: 3.8088 2020-07-27 04:51:35,119 - mmaction - INFO - Epoch [122][960/3757] lr: 2.425e-02, eta: 1 day, 14:17:20, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3680, top5_acc: 0.6188, loss_cls: 2.8583, loss: 2.8583, grad_norm: 3.8736 2020-07-27 04:51:46,526 - mmaction - INFO - Epoch [122][980/3757] lr: 2.425e-02, eta: 1 day, 14:17:06, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3445, top5_acc: 0.6023, loss_cls: 2.9951, loss: 2.9951, grad_norm: 3.8523 2020-07-27 04:51:57,953 - mmaction - INFO - Epoch [122][1000/3757] lr: 2.425e-02, eta: 1 day, 14:16:53, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3656, top5_acc: 0.6141, loss_cls: 2.9041, loss: 2.9041, grad_norm: 3.7882 2020-07-27 04:52:09,302 - mmaction - INFO - Epoch [122][1020/3757] lr: 2.425e-02, eta: 1 day, 14:16:40, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3227, top5_acc: 0.5852, loss_cls: 3.0765, loss: 3.0765, grad_norm: 3.8078 2020-07-27 04:52:20,631 - mmaction - INFO - Epoch [122][1040/3757] lr: 2.425e-02, eta: 1 day, 14:16:27, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3828, top5_acc: 0.6289, loss_cls: 2.8166, loss: 2.8166, grad_norm: 3.6311 2020-07-27 04:52:32,057 - mmaction - INFO - Epoch [122][1060/3757] lr: 2.425e-02, eta: 1 day, 14:16:14, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3641, top5_acc: 0.6164, loss_cls: 2.9396, loss: 2.9396, grad_norm: 3.8092 2020-07-27 04:52:43,390 - mmaction - INFO - Epoch [122][1080/3757] lr: 2.425e-02, eta: 1 day, 14:16:00, time: 0.567, data_time: 0.004, memory: 5232, top1_acc: 0.3602, top5_acc: 0.5922, loss_cls: 2.9379, loss: 2.9379, grad_norm: 3.6102 2020-07-27 04:52:54,852 - mmaction - INFO - Epoch [122][1100/3757] lr: 2.425e-02, eta: 1 day, 14:15:47, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3516, top5_acc: 0.5836, loss_cls: 3.0018, loss: 3.0018, grad_norm: 3.6948 2020-07-27 04:53:06,379 - mmaction - INFO - Epoch [122][1120/3757] lr: 2.425e-02, eta: 1 day, 14:15:34, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3352, top5_acc: 0.6000, loss_cls: 2.9691, loss: 2.9691, grad_norm: 3.7441 2020-07-27 04:53:17,880 - mmaction - INFO - Epoch [122][1140/3757] lr: 2.425e-02, eta: 1 day, 14:15:21, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.6016, loss_cls: 2.9460, loss: 2.9460, grad_norm: 3.6436 2020-07-27 04:53:29,299 - mmaction - INFO - Epoch [122][1160/3757] lr: 2.425e-02, eta: 1 day, 14:15:08, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.3820, top5_acc: 0.6258, loss_cls: 2.8057, loss: 2.8057, grad_norm: 3.6140 2020-07-27 04:53:40,716 - mmaction - INFO - Epoch [122][1180/3757] lr: 2.425e-02, eta: 1 day, 14:14:54, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3375, top5_acc: 0.6172, loss_cls: 2.9604, loss: 2.9604, grad_norm: 3.7716 2020-07-27 04:53:52,125 - mmaction - INFO - Epoch [122][1200/3757] lr: 2.425e-02, eta: 1 day, 14:14:41, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.3727, top5_acc: 0.6062, loss_cls: 2.9055, loss: 2.9055, grad_norm: 3.6651 2020-07-27 04:54:03,521 - mmaction - INFO - Epoch [122][1220/3757] lr: 2.425e-02, eta: 1 day, 14:14:28, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3555, top5_acc: 0.6109, loss_cls: 2.9130, loss: 2.9130, grad_norm: 3.7710 2020-07-27 04:54:15,014 - mmaction - INFO - Epoch [122][1240/3757] lr: 2.425e-02, eta: 1 day, 14:14:15, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3703, top5_acc: 0.6172, loss_cls: 2.8623, loss: 2.8623, grad_norm: 3.7129 2020-07-27 04:54:26,497 - mmaction - INFO - Epoch [122][1260/3757] lr: 2.425e-02, eta: 1 day, 14:14:01, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3633, top5_acc: 0.6023, loss_cls: 2.8743, loss: 2.8743, grad_norm: 3.7072 2020-07-27 04:54:37,879 - mmaction - INFO - Epoch [122][1280/3757] lr: 2.425e-02, eta: 1 day, 14:13:48, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3508, top5_acc: 0.6195, loss_cls: 2.9082, loss: 2.9082, grad_norm: 3.7977 2020-07-27 04:54:49,356 - mmaction - INFO - Epoch [122][1300/3757] lr: 2.425e-02, eta: 1 day, 14:13:35, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3680, top5_acc: 0.6031, loss_cls: 2.8789, loss: 2.8789, grad_norm: 3.7757 2020-07-27 04:55:00,760 - mmaction - INFO - Epoch [122][1320/3757] lr: 2.425e-02, eta: 1 day, 14:13:22, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3398, top5_acc: 0.5992, loss_cls: 2.9736, loss: 2.9736, grad_norm: 3.7638 2020-07-27 04:55:12,170 - mmaction - INFO - Epoch [122][1340/3757] lr: 2.425e-02, eta: 1 day, 14:13:09, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3430, top5_acc: 0.6062, loss_cls: 2.9390, loss: 2.9390, grad_norm: 3.7497 2020-07-27 04:55:23,597 - mmaction - INFO - Epoch [122][1360/3757] lr: 2.425e-02, eta: 1 day, 14:12:55, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3578, top5_acc: 0.5914, loss_cls: 2.9296, loss: 2.9296, grad_norm: 3.6791 2020-07-27 04:55:34,998 - mmaction - INFO - Epoch [122][1380/3757] lr: 2.425e-02, eta: 1 day, 14:12:42, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3734, top5_acc: 0.6180, loss_cls: 2.8315, loss: 2.8315, grad_norm: 3.6862 2020-07-27 04:55:46,392 - mmaction - INFO - Epoch [122][1400/3757] lr: 2.425e-02, eta: 1 day, 14:12:29, time: 0.570, data_time: 0.005, memory: 5232, top1_acc: 0.3617, top5_acc: 0.6117, loss_cls: 2.8739, loss: 2.8739, grad_norm: 3.8241 2020-07-27 04:55:57,823 - mmaction - INFO - Epoch [122][1420/3757] lr: 2.425e-02, eta: 1 day, 14:12:16, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3531, top5_acc: 0.6031, loss_cls: 2.9370, loss: 2.9370, grad_norm: 3.7888 2020-07-27 04:56:09,196 - mmaction - INFO - Epoch [122][1440/3757] lr: 2.425e-02, eta: 1 day, 14:12:02, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3586, top5_acc: 0.6125, loss_cls: 2.9408, loss: 2.9408, grad_norm: 3.8093 2020-07-27 04:56:20,620 - mmaction - INFO - Epoch [122][1460/3757] lr: 2.425e-02, eta: 1 day, 14:11:49, time: 0.571, data_time: 0.001, memory: 5232, top1_acc: 0.3625, top5_acc: 0.6125, loss_cls: 2.9099, loss: 2.9099, grad_norm: 3.6677 2020-07-27 04:56:31,977 - mmaction - INFO - Epoch [122][1480/3757] lr: 2.425e-02, eta: 1 day, 14:11:36, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3617, top5_acc: 0.6102, loss_cls: 2.9202, loss: 2.9202, grad_norm: 3.8181 2020-07-27 04:56:43,366 - mmaction - INFO - Epoch [122][1500/3757] lr: 2.425e-02, eta: 1 day, 14:11:23, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3391, top5_acc: 0.5852, loss_cls: 3.0302, loss: 3.0302, grad_norm: 3.8780 2020-07-27 04:56:54,810 - mmaction - INFO - Epoch [122][1520/3757] lr: 2.425e-02, eta: 1 day, 14:11:10, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3719, top5_acc: 0.5930, loss_cls: 2.9240, loss: 2.9240, grad_norm: 3.7081 2020-07-27 04:57:06,433 - mmaction - INFO - Epoch [122][1540/3757] lr: 2.425e-02, eta: 1 day, 14:10:57, time: 0.581, data_time: 0.015, memory: 5232, top1_acc: 0.3328, top5_acc: 0.6031, loss_cls: 3.0292, loss: 3.0292, grad_norm: 3.8435 2020-07-27 04:57:17,876 - mmaction - INFO - Epoch [122][1560/3757] lr: 2.425e-02, eta: 1 day, 14:10:43, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3508, top5_acc: 0.6086, loss_cls: 2.9593, loss: 2.9593, grad_norm: 3.7114 2020-07-27 04:57:29,288 - mmaction - INFO - Epoch [122][1580/3757] lr: 2.425e-02, eta: 1 day, 14:10:30, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3617, top5_acc: 0.6055, loss_cls: 2.9379, loss: 2.9379, grad_norm: 3.5481 2020-07-27 04:57:40,765 - mmaction - INFO - Epoch [122][1600/3757] lr: 2.425e-02, eta: 1 day, 14:10:17, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3594, top5_acc: 0.6352, loss_cls: 2.8804, loss: 2.8804, grad_norm: 3.6803 2020-07-27 04:57:52,256 - mmaction - INFO - Epoch [122][1620/3757] lr: 2.425e-02, eta: 1 day, 14:10:04, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.3641, top5_acc: 0.6234, loss_cls: 2.8710, loss: 2.8710, grad_norm: 3.6505 2020-07-27 04:58:03,724 - mmaction - INFO - Epoch [122][1640/3757] lr: 2.425e-02, eta: 1 day, 14:09:51, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.3930, top5_acc: 0.6102, loss_cls: 2.8756, loss: 2.8756, grad_norm: 3.5779 2020-07-27 04:58:15,212 - mmaction - INFO - Epoch [122][1660/3757] lr: 2.425e-02, eta: 1 day, 14:09:37, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3523, top5_acc: 0.5875, loss_cls: 2.9428, loss: 2.9428, grad_norm: 3.7193 2020-07-27 04:58:27,032 - mmaction - INFO - Epoch [122][1680/3757] lr: 2.425e-02, eta: 1 day, 14:09:24, time: 0.591, data_time: 0.022, memory: 5232, top1_acc: 0.3492, top5_acc: 0.6117, loss_cls: 2.9744, loss: 2.9744, grad_norm: 3.7493 2020-07-27 04:58:38,378 - mmaction - INFO - Epoch [122][1700/3757] lr: 2.425e-02, eta: 1 day, 14:09:11, time: 0.567, data_time: 0.001, memory: 5232, top1_acc: 0.3609, top5_acc: 0.6047, loss_cls: 2.9527, loss: 2.9527, grad_norm: 3.7774 2020-07-27 04:58:49,738 - mmaction - INFO - Epoch [122][1720/3757] lr: 2.425e-02, eta: 1 day, 14:08:58, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.3516, top5_acc: 0.5945, loss_cls: 2.9295, loss: 2.9295, grad_norm: 3.6493 2020-07-27 04:59:01,137 - mmaction - INFO - Epoch [122][1740/3757] lr: 2.425e-02, eta: 1 day, 14:08:45, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3617, top5_acc: 0.5984, loss_cls: 2.9228, loss: 2.9228, grad_norm: 3.7941 2020-07-27 04:59:12,578 - mmaction - INFO - Epoch [122][1760/3757] lr: 2.425e-02, eta: 1 day, 14:08:32, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3555, top5_acc: 0.6039, loss_cls: 2.9455, loss: 2.9455, grad_norm: 3.6235 2020-07-27 04:59:23,973 - mmaction - INFO - Epoch [122][1780/3757] lr: 2.425e-02, eta: 1 day, 14:08:18, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.3320, top5_acc: 0.5750, loss_cls: 3.0485, loss: 3.0485, grad_norm: 3.7145 2020-07-27 04:59:35,348 - mmaction - INFO - Epoch [122][1800/3757] lr: 2.425e-02, eta: 1 day, 14:08:05, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3695, top5_acc: 0.5898, loss_cls: 2.9950, loss: 2.9950, grad_norm: 3.6660 2020-07-27 04:59:46,898 - mmaction - INFO - Epoch [122][1820/3757] lr: 2.425e-02, eta: 1 day, 14:07:52, time: 0.578, data_time: 0.013, memory: 5232, top1_acc: 0.3500, top5_acc: 0.6008, loss_cls: 2.9488, loss: 2.9488, grad_norm: 3.7001 2020-07-27 04:59:58,321 - mmaction - INFO - Epoch [122][1840/3757] lr: 2.425e-02, eta: 1 day, 14:07:39, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.5859, loss_cls: 2.9595, loss: 2.9595, grad_norm: 3.6879 2020-07-27 05:00:14,846 - mmaction - INFO - Epoch [122][1860/3757] lr: 2.425e-02, eta: 1 day, 14:07:29, time: 0.820, data_time: 0.003, memory: 5232, top1_acc: 0.3711, top5_acc: 0.6289, loss_cls: 2.8176, loss: 2.8176, grad_norm: 3.6872 2020-07-27 05:00:26,366 - mmaction - INFO - Epoch [122][1880/3757] lr: 2.425e-02, eta: 1 day, 14:07:16, time: 0.582, data_time: 0.010, memory: 5232, top1_acc: 0.3539, top5_acc: 0.5938, loss_cls: 2.9399, loss: 2.9399, grad_norm: 3.7160 2020-07-27 05:00:37,869 - mmaction - INFO - Epoch [122][1900/3757] lr: 2.425e-02, eta: 1 day, 14:07:03, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3594, top5_acc: 0.5984, loss_cls: 2.9295, loss: 2.9295, grad_norm: 3.7854 2020-07-27 05:00:49,357 - mmaction - INFO - Epoch [122][1920/3757] lr: 2.425e-02, eta: 1 day, 14:06:50, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3570, top5_acc: 0.6102, loss_cls: 2.9143, loss: 2.9143, grad_norm: 3.7325 2020-07-27 05:01:00,781 - mmaction - INFO - Epoch [122][1940/3757] lr: 2.425e-02, eta: 1 day, 14:06:36, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3484, top5_acc: 0.5977, loss_cls: 2.9503, loss: 2.9503, grad_norm: 3.8064 2020-07-27 05:01:12,276 - mmaction - INFO - Epoch [122][1960/3757] lr: 2.425e-02, eta: 1 day, 14:06:23, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.3523, top5_acc: 0.5781, loss_cls: 3.0778, loss: 3.0778, grad_norm: 3.7708 2020-07-27 05:01:23,651 - mmaction - INFO - Epoch [122][1980/3757] lr: 2.425e-02, eta: 1 day, 14:06:10, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3648, top5_acc: 0.6031, loss_cls: 2.9638, loss: 2.9638, grad_norm: 3.7188 2020-07-27 05:01:35,006 - mmaction - INFO - Epoch [122][2000/3757] lr: 2.425e-02, eta: 1 day, 14:05:57, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3633, top5_acc: 0.5914, loss_cls: 2.9557, loss: 2.9557, grad_norm: 3.6730 2020-07-27 05:01:46,422 - mmaction - INFO - Epoch [122][2020/3757] lr: 2.425e-02, eta: 1 day, 14:05:43, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3750, top5_acc: 0.6281, loss_cls: 2.8244, loss: 2.8244, grad_norm: 3.6907 2020-07-27 05:01:57,870 - mmaction - INFO - Epoch [122][2040/3757] lr: 2.425e-02, eta: 1 day, 14:05:30, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3570, top5_acc: 0.6016, loss_cls: 2.9970, loss: 2.9970, grad_norm: 3.7402 2020-07-27 05:02:09,377 - mmaction - INFO - Epoch [122][2060/3757] lr: 2.425e-02, eta: 1 day, 14:05:17, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3836, top5_acc: 0.6164, loss_cls: 2.8418, loss: 2.8418, grad_norm: 3.7133 2020-07-27 05:02:20,763 - mmaction - INFO - Epoch [122][2080/3757] lr: 2.425e-02, eta: 1 day, 14:05:04, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3398, top5_acc: 0.5961, loss_cls: 2.9706, loss: 2.9706, grad_norm: 3.8514 2020-07-27 05:02:32,177 - mmaction - INFO - Epoch [122][2100/3757] lr: 2.425e-02, eta: 1 day, 14:04:51, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3523, top5_acc: 0.6039, loss_cls: 2.9670, loss: 2.9670, grad_norm: 3.7072 2020-07-27 05:02:43,617 - mmaction - INFO - Epoch [122][2120/3757] lr: 2.425e-02, eta: 1 day, 14:04:37, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3680, top5_acc: 0.6102, loss_cls: 2.9279, loss: 2.9279, grad_norm: 3.8109 2020-07-27 05:02:55,042 - mmaction - INFO - Epoch [122][2140/3757] lr: 2.425e-02, eta: 1 day, 14:04:24, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3555, top5_acc: 0.6133, loss_cls: 2.9095, loss: 2.9095, grad_norm: 3.8077 2020-07-27 05:03:06,426 - mmaction - INFO - Epoch [122][2160/3757] lr: 2.425e-02, eta: 1 day, 14:04:11, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3781, top5_acc: 0.6117, loss_cls: 2.8474, loss: 2.8474, grad_norm: 3.7906 2020-07-27 05:03:17,903 - mmaction - INFO - Epoch [122][2180/3757] lr: 2.425e-02, eta: 1 day, 14:03:58, time: 0.574, data_time: 0.001, memory: 5232, top1_acc: 0.3586, top5_acc: 0.6047, loss_cls: 2.8784, loss: 2.8784, grad_norm: 3.8060 2020-07-27 05:03:29,327 - mmaction - INFO - Epoch [122][2200/3757] lr: 2.425e-02, eta: 1 day, 14:03:45, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.3688, top5_acc: 0.5906, loss_cls: 3.0055, loss: 3.0055, grad_norm: 3.8373 2020-07-27 05:03:40,846 - mmaction - INFO - Epoch [122][2220/3757] lr: 2.425e-02, eta: 1 day, 14:03:31, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.3391, top5_acc: 0.5750, loss_cls: 3.0276, loss: 3.0276, grad_norm: 3.7723 2020-07-27 05:03:52,232 - mmaction - INFO - Epoch [122][2240/3757] lr: 2.425e-02, eta: 1 day, 14:03:18, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.3727, top5_acc: 0.6031, loss_cls: 2.9565, loss: 2.9565, grad_norm: 3.6416 2020-07-27 05:04:03,661 - mmaction - INFO - Epoch [122][2260/3757] lr: 2.425e-02, eta: 1 day, 14:03:05, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3484, top5_acc: 0.6086, loss_cls: 2.9800, loss: 2.9800, grad_norm: 3.7293 2020-07-27 05:04:15,082 - mmaction - INFO - Epoch [122][2280/3757] lr: 2.425e-02, eta: 1 day, 14:02:52, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.3602, top5_acc: 0.5891, loss_cls: 2.9562, loss: 2.9562, grad_norm: 3.6548 2020-07-27 05:04:26,523 - mmaction - INFO - Epoch [122][2300/3757] lr: 2.425e-02, eta: 1 day, 14:02:39, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.3703, top5_acc: 0.6125, loss_cls: 2.9229, loss: 2.9229, grad_norm: 3.7362 2020-07-27 05:04:37,932 - mmaction - INFO - Epoch [122][2320/3757] lr: 2.425e-02, eta: 1 day, 14:02:25, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3664, top5_acc: 0.5867, loss_cls: 2.9555, loss: 2.9555, grad_norm: 3.7205 2020-07-27 05:04:49,376 - mmaction - INFO - Epoch [122][2340/3757] lr: 2.425e-02, eta: 1 day, 14:02:12, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3859, top5_acc: 0.6102, loss_cls: 2.8738, loss: 2.8738, grad_norm: 3.7299 2020-07-27 05:05:00,739 - mmaction - INFO - Epoch [122][2360/3757] lr: 2.425e-02, eta: 1 day, 14:01:59, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3789, top5_acc: 0.6133, loss_cls: 2.8837, loss: 2.8837, grad_norm: 3.7858 2020-07-27 05:05:12,153 - mmaction - INFO - Epoch [122][2380/3757] lr: 2.425e-02, eta: 1 day, 14:01:46, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3367, top5_acc: 0.6094, loss_cls: 2.9568, loss: 2.9568, grad_norm: 3.8727 2020-07-27 05:05:23,538 - mmaction - INFO - Epoch [122][2400/3757] lr: 2.425e-02, eta: 1 day, 14:01:33, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3406, top5_acc: 0.6008, loss_cls: 2.9832, loss: 2.9832, grad_norm: 3.8591 2020-07-27 05:05:34,927 - mmaction - INFO - Epoch [122][2420/3757] lr: 2.425e-02, eta: 1 day, 14:01:19, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3578, top5_acc: 0.6133, loss_cls: 2.9047, loss: 2.9047, grad_norm: 3.7301 2020-07-27 05:05:46,392 - mmaction - INFO - Epoch [122][2440/3757] lr: 2.425e-02, eta: 1 day, 14:01:06, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3570, top5_acc: 0.6008, loss_cls: 2.9577, loss: 2.9577, grad_norm: 3.7311 2020-07-27 05:05:57,801 - mmaction - INFO - Epoch [122][2460/3757] lr: 2.425e-02, eta: 1 day, 14:00:53, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.3414, top5_acc: 0.5938, loss_cls: 2.9784, loss: 2.9784, grad_norm: 3.8478 2020-07-27 05:06:09,149 - mmaction - INFO - Epoch [122][2480/3757] lr: 2.425e-02, eta: 1 day, 14:00:40, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3563, top5_acc: 0.5898, loss_cls: 2.9518, loss: 2.9518, grad_norm: 3.7601 2020-07-27 05:06:20,587 - mmaction - INFO - Epoch [122][2500/3757] lr: 2.425e-02, eta: 1 day, 14:00:27, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3633, top5_acc: 0.5969, loss_cls: 2.8863, loss: 2.8863, grad_norm: 3.6816 2020-07-27 05:06:32,092 - mmaction - INFO - Epoch [122][2520/3757] lr: 2.425e-02, eta: 1 day, 14:00:13, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3820, top5_acc: 0.6047, loss_cls: 2.9292, loss: 2.9292, grad_norm: 3.7825 2020-07-27 05:06:43,578 - mmaction - INFO - Epoch [122][2540/3757] lr: 2.425e-02, eta: 1 day, 14:00:00, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3516, top5_acc: 0.6031, loss_cls: 2.9357, loss: 2.9357, grad_norm: 3.7767 2020-07-27 05:06:54,984 - mmaction - INFO - Epoch [122][2560/3757] lr: 2.425e-02, eta: 1 day, 13:59:47, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3773, top5_acc: 0.6250, loss_cls: 2.8737, loss: 2.8737, grad_norm: 3.7283 2020-07-27 05:07:06,366 - mmaction - INFO - Epoch [122][2580/3757] lr: 2.425e-02, eta: 1 day, 13:59:34, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3563, top5_acc: 0.5969, loss_cls: 2.9500, loss: 2.9500, grad_norm: 3.7941 2020-07-27 05:07:17,852 - mmaction - INFO - Epoch [122][2600/3757] lr: 2.425e-02, eta: 1 day, 13:59:21, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3492, top5_acc: 0.5906, loss_cls: 3.0087, loss: 3.0087, grad_norm: 3.7496 2020-07-27 05:07:29,391 - mmaction - INFO - Epoch [122][2620/3757] lr: 2.425e-02, eta: 1 day, 13:59:07, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3508, top5_acc: 0.6078, loss_cls: 2.9150, loss: 2.9150, grad_norm: 3.6819 2020-07-27 05:07:40,852 - mmaction - INFO - Epoch [122][2640/3757] lr: 2.425e-02, eta: 1 day, 13:58:54, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3492, top5_acc: 0.5859, loss_cls: 3.0535, loss: 3.0535, grad_norm: 3.8288 2020-07-27 05:07:52,355 - mmaction - INFO - Epoch [122][2660/3757] lr: 2.425e-02, eta: 1 day, 13:58:41, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3445, top5_acc: 0.5945, loss_cls: 2.9434, loss: 2.9434, grad_norm: 3.7945 2020-07-27 05:08:03,766 - mmaction - INFO - Epoch [122][2680/3757] lr: 2.425e-02, eta: 1 day, 13:58:28, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3609, top5_acc: 0.6070, loss_cls: 2.9316, loss: 2.9316, grad_norm: 3.7821 2020-07-27 05:08:15,199 - mmaction - INFO - Epoch [122][2700/3757] lr: 2.425e-02, eta: 1 day, 13:58:15, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3703, top5_acc: 0.6203, loss_cls: 2.8370, loss: 2.8370, grad_norm: 3.8217 2020-07-27 05:08:26,667 - mmaction - INFO - Epoch [122][2720/3757] lr: 2.425e-02, eta: 1 day, 13:58:02, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3516, top5_acc: 0.5914, loss_cls: 2.9537, loss: 2.9537, grad_norm: 3.9669 2020-07-27 05:08:38,175 - mmaction - INFO - Epoch [122][2740/3757] lr: 2.425e-02, eta: 1 day, 13:57:48, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.3586, top5_acc: 0.6078, loss_cls: 2.9636, loss: 2.9636, grad_norm: 3.8470 2020-07-27 05:08:49,511 - mmaction - INFO - Epoch [122][2760/3757] lr: 2.425e-02, eta: 1 day, 13:57:35, time: 0.567, data_time: 0.001, memory: 5232, top1_acc: 0.3367, top5_acc: 0.5727, loss_cls: 3.0552, loss: 3.0552, grad_norm: 3.7566 2020-07-27 05:09:00,955 - mmaction - INFO - Epoch [122][2780/3757] lr: 2.425e-02, eta: 1 day, 13:57:22, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3602, top5_acc: 0.5977, loss_cls: 3.0122, loss: 3.0122, grad_norm: 3.8518 2020-07-27 05:09:12,406 - mmaction - INFO - Epoch [122][2800/3757] lr: 2.425e-02, eta: 1 day, 13:57:09, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.3594, top5_acc: 0.6164, loss_cls: 2.9130, loss: 2.9130, grad_norm: 3.5858 2020-07-27 05:09:23,783 - mmaction - INFO - Epoch [122][2820/3757] lr: 2.425e-02, eta: 1 day, 13:56:56, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3672, top5_acc: 0.6172, loss_cls: 2.9201, loss: 2.9201, grad_norm: 3.7951 2020-07-27 05:09:35,042 - mmaction - INFO - Epoch [122][2840/3757] lr: 2.425e-02, eta: 1 day, 13:56:42, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.3430, top5_acc: 0.5813, loss_cls: 3.0178, loss: 3.0178, grad_norm: 3.8351 2020-07-27 05:09:46,511 - mmaction - INFO - Epoch [122][2860/3757] lr: 2.425e-02, eta: 1 day, 13:56:29, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3688, top5_acc: 0.6133, loss_cls: 2.8640, loss: 2.8640, grad_norm: 3.6191 2020-07-27 05:09:57,907 - mmaction - INFO - Epoch [122][2880/3757] lr: 2.425e-02, eta: 1 day, 13:56:16, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3578, top5_acc: 0.6055, loss_cls: 2.9836, loss: 2.9836, grad_norm: 3.7799 2020-07-27 05:10:09,404 - mmaction - INFO - Epoch [122][2900/3757] lr: 2.425e-02, eta: 1 day, 13:56:03, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3461, top5_acc: 0.5969, loss_cls: 2.9885, loss: 2.9885, grad_norm: 3.8786 2020-07-27 05:10:20,837 - mmaction - INFO - Epoch [122][2920/3757] lr: 2.425e-02, eta: 1 day, 13:55:50, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3789, top5_acc: 0.6203, loss_cls: 2.8944, loss: 2.8944, grad_norm: 3.7865 2020-07-27 05:10:32,299 - mmaction - INFO - Epoch [122][2940/3757] lr: 2.425e-02, eta: 1 day, 13:55:36, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3320, top5_acc: 0.6086, loss_cls: 3.0142, loss: 3.0142, grad_norm: 3.9340 2020-07-27 05:10:43,749 - mmaction - INFO - Epoch [122][2960/3757] lr: 2.425e-02, eta: 1 day, 13:55:23, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3344, top5_acc: 0.6141, loss_cls: 2.8892, loss: 2.8892, grad_norm: 3.7932 2020-07-27 05:10:55,159 - mmaction - INFO - Epoch [122][2980/3757] lr: 2.425e-02, eta: 1 day, 13:55:10, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3516, top5_acc: 0.6086, loss_cls: 2.9134, loss: 2.9134, grad_norm: 3.7919 2020-07-27 05:11:06,636 - mmaction - INFO - Epoch [122][3000/3757] lr: 2.425e-02, eta: 1 day, 13:54:57, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3508, top5_acc: 0.6016, loss_cls: 2.9124, loss: 2.9124, grad_norm: 3.8553 2020-07-27 05:11:18,048 - mmaction - INFO - Epoch [122][3020/3757] lr: 2.425e-02, eta: 1 day, 13:54:44, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3688, top5_acc: 0.5977, loss_cls: 2.8941, loss: 2.8941, grad_norm: 3.7103 2020-07-27 05:11:29,367 - mmaction - INFO - Epoch [122][3040/3757] lr: 2.425e-02, eta: 1 day, 13:54:30, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3609, top5_acc: 0.5977, loss_cls: 3.0003, loss: 3.0003, grad_norm: 3.8862 2020-07-27 05:11:40,784 - mmaction - INFO - Epoch [122][3060/3757] lr: 2.425e-02, eta: 1 day, 13:54:17, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3703, top5_acc: 0.6234, loss_cls: 2.8320, loss: 2.8320, grad_norm: 3.7131 2020-07-27 05:11:52,191 - mmaction - INFO - Epoch [122][3080/3757] lr: 2.425e-02, eta: 1 day, 13:54:04, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3531, top5_acc: 0.5922, loss_cls: 2.8984, loss: 2.8984, grad_norm: 3.7272 2020-07-27 05:12:03,691 - mmaction - INFO - Epoch [122][3100/3757] lr: 2.425e-02, eta: 1 day, 13:53:51, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3602, top5_acc: 0.6016, loss_cls: 2.9167, loss: 2.9167, grad_norm: 3.7223 2020-07-27 05:12:15,105 - mmaction - INFO - Epoch [122][3120/3757] lr: 2.425e-02, eta: 1 day, 13:53:38, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3594, top5_acc: 0.6133, loss_cls: 2.8723, loss: 2.8723, grad_norm: 3.6791 2020-07-27 05:12:26,622 - mmaction - INFO - Epoch [122][3140/3757] lr: 2.425e-02, eta: 1 day, 13:53:25, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3711, top5_acc: 0.6031, loss_cls: 2.9618, loss: 2.9618, grad_norm: 3.7694 2020-07-27 05:12:38,094 - mmaction - INFO - Epoch [122][3160/3757] lr: 2.425e-02, eta: 1 day, 13:53:11, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.3484, top5_acc: 0.6055, loss_cls: 2.9108, loss: 2.9108, grad_norm: 3.7454 2020-07-27 05:12:49,488 - mmaction - INFO - Epoch [122][3180/3757] lr: 2.425e-02, eta: 1 day, 13:52:58, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.6102, loss_cls: 2.9661, loss: 2.9661, grad_norm: 3.8696 2020-07-27 05:13:00,930 - mmaction - INFO - Epoch [122][3200/3757] lr: 2.425e-02, eta: 1 day, 13:52:45, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3664, top5_acc: 0.6055, loss_cls: 2.9733, loss: 2.9733, grad_norm: 3.8062 2020-07-27 05:13:12,303 - mmaction - INFO - Epoch [122][3220/3757] lr: 2.425e-02, eta: 1 day, 13:52:32, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3391, top5_acc: 0.5867, loss_cls: 2.9952, loss: 2.9952, grad_norm: 3.7748 2020-07-27 05:13:23,760 - mmaction - INFO - Epoch [122][3240/3757] lr: 2.425e-02, eta: 1 day, 13:52:19, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3492, top5_acc: 0.5977, loss_cls: 2.9479, loss: 2.9479, grad_norm: 3.6510 2020-07-27 05:13:35,225 - mmaction - INFO - Epoch [122][3260/3757] lr: 2.425e-02, eta: 1 day, 13:52:05, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3547, top5_acc: 0.6102, loss_cls: 2.9620, loss: 2.9620, grad_norm: 3.7622 2020-07-27 05:13:46,615 - mmaction - INFO - Epoch [122][3280/3757] lr: 2.425e-02, eta: 1 day, 13:51:52, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3758, top5_acc: 0.6227, loss_cls: 2.8879, loss: 2.8879, grad_norm: 3.7248 2020-07-27 05:13:58,014 - mmaction - INFO - Epoch [122][3300/3757] lr: 2.425e-02, eta: 1 day, 13:51:39, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3586, top5_acc: 0.6000, loss_cls: 2.9257, loss: 2.9257, grad_norm: 3.7741 2020-07-27 05:14:09,431 - mmaction - INFO - Epoch [122][3320/3757] lr: 2.425e-02, eta: 1 day, 13:51:26, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.3523, top5_acc: 0.6016, loss_cls: 2.9890, loss: 2.9890, grad_norm: 3.8331 2020-07-27 05:14:21,154 - mmaction - INFO - Epoch [122][3340/3757] lr: 2.425e-02, eta: 1 day, 13:51:13, time: 0.586, data_time: 0.026, memory: 5232, top1_acc: 0.3430, top5_acc: 0.5938, loss_cls: 2.9953, loss: 2.9953, grad_norm: 3.8142 2020-07-27 05:14:32,598 - mmaction - INFO - Epoch [122][3360/3757] lr: 2.425e-02, eta: 1 day, 13:51:00, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3609, top5_acc: 0.5961, loss_cls: 2.9597, loss: 2.9597, grad_norm: 3.7808 2020-07-27 05:14:44,008 - mmaction - INFO - Epoch [122][3380/3757] lr: 2.425e-02, eta: 1 day, 13:50:46, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3625, top5_acc: 0.5961, loss_cls: 2.9773, loss: 2.9773, grad_norm: 3.6856 2020-07-27 05:14:55,424 - mmaction - INFO - Epoch [122][3400/3757] lr: 2.425e-02, eta: 1 day, 13:50:33, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3438, top5_acc: 0.6062, loss_cls: 2.9753, loss: 2.9753, grad_norm: 3.8345 2020-07-27 05:15:06,843 - mmaction - INFO - Epoch [122][3420/3757] lr: 2.425e-02, eta: 1 day, 13:50:20, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3453, top5_acc: 0.6039, loss_cls: 2.9606, loss: 2.9606, grad_norm: 3.8108 2020-07-27 05:15:18,340 - mmaction - INFO - Epoch [122][3440/3757] lr: 2.425e-02, eta: 1 day, 13:50:07, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.3383, top5_acc: 0.5719, loss_cls: 3.0444, loss: 3.0444, grad_norm: 3.7712 2020-07-27 05:15:29,662 - mmaction - INFO - Epoch [122][3460/3757] lr: 2.425e-02, eta: 1 day, 13:49:54, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3445, top5_acc: 0.5789, loss_cls: 3.0414, loss: 3.0414, grad_norm: 3.7198 2020-07-27 05:15:41,073 - mmaction - INFO - Epoch [122][3480/3757] lr: 2.425e-02, eta: 1 day, 13:49:40, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.3750, top5_acc: 0.6039, loss_cls: 2.8856, loss: 2.8856, grad_norm: 3.6405 2020-07-27 05:15:52,504 - mmaction - INFO - Epoch [122][3500/3757] lr: 2.425e-02, eta: 1 day, 13:49:27, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3445, top5_acc: 0.5859, loss_cls: 2.9453, loss: 2.9453, grad_norm: 3.7303 2020-07-27 05:16:03,988 - mmaction - INFO - Epoch [122][3520/3757] lr: 2.425e-02, eta: 1 day, 13:49:14, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3555, top5_acc: 0.6125, loss_cls: 2.8899, loss: 2.8899, grad_norm: 3.7491 2020-07-27 05:16:15,403 - mmaction - INFO - Epoch [122][3540/3757] lr: 2.425e-02, eta: 1 day, 13:49:01, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3602, top5_acc: 0.6164, loss_cls: 2.8766, loss: 2.8766, grad_norm: 3.7964 2020-07-27 05:16:26,741 - mmaction - INFO - Epoch [122][3560/3757] lr: 2.425e-02, eta: 1 day, 13:48:48, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3492, top5_acc: 0.6086, loss_cls: 2.9226, loss: 2.9226, grad_norm: 3.6835 2020-07-27 05:16:38,091 - mmaction - INFO - Epoch [122][3580/3757] lr: 2.425e-02, eta: 1 day, 13:48:34, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3805, top5_acc: 0.6141, loss_cls: 2.8361, loss: 2.8361, grad_norm: 3.7285 2020-07-27 05:16:49,606 - mmaction - INFO - Epoch [122][3600/3757] lr: 2.425e-02, eta: 1 day, 13:48:21, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3461, top5_acc: 0.6062, loss_cls: 2.9454, loss: 2.9454, grad_norm: 3.8471 2020-07-27 05:17:01,082 - mmaction - INFO - Epoch [122][3620/3757] lr: 2.425e-02, eta: 1 day, 13:48:08, time: 0.574, data_time: 0.007, memory: 5232, top1_acc: 0.3469, top5_acc: 0.5828, loss_cls: 2.9635, loss: 2.9635, grad_norm: 3.7789 2020-07-27 05:17:12,470 - mmaction - INFO - Epoch [122][3640/3757] lr: 2.425e-02, eta: 1 day, 13:47:55, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3648, top5_acc: 0.5977, loss_cls: 2.9501, loss: 2.9501, grad_norm: 3.7732 2020-07-27 05:17:23,836 - mmaction - INFO - Epoch [122][3660/3757] lr: 2.425e-02, eta: 1 day, 13:47:42, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3508, top5_acc: 0.6047, loss_cls: 2.9711, loss: 2.9711, grad_norm: 3.7783 2020-07-27 05:17:35,216 - mmaction - INFO - Epoch [122][3680/3757] lr: 2.425e-02, eta: 1 day, 13:47:28, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.5805, loss_cls: 3.0655, loss: 3.0655, grad_norm: 3.8181 2020-07-27 05:17:48,539 - mmaction - INFO - Epoch [122][3700/3757] lr: 2.425e-02, eta: 1 day, 13:47:16, time: 0.666, data_time: 0.003, memory: 5232, top1_acc: 0.3516, top5_acc: 0.5859, loss_cls: 3.0130, loss: 3.0130, grad_norm: 3.8612 2020-07-27 05:18:07,223 - mmaction - INFO - Epoch [122][3720/3757] lr: 2.425e-02, eta: 1 day, 13:47:08, time: 0.935, data_time: 0.004, memory: 5232, top1_acc: 0.3625, top5_acc: 0.6109, loss_cls: 2.9026, loss: 2.9026, grad_norm: 3.7233 2020-07-27 05:18:21,142 - mmaction - INFO - Epoch [122][3740/3757] lr: 2.425e-02, eta: 1 day, 13:46:57, time: 0.696, data_time: 0.003, memory: 5232, top1_acc: 0.3609, top5_acc: 0.5930, loss_cls: 2.9544, loss: 2.9544, grad_norm: 3.7934 2020-07-27 05:21:54,868 - mmaction - INFO - Epoch [123][20/3757] lr: 2.350e-02, eta: 1 day, 13:48:27, time: 9.701, data_time: 9.004, memory: 5232, top1_acc: 0.3664, top5_acc: 0.5883, loss_cls: 2.9867, loss: 2.9867, grad_norm: 3.8140 2020-07-27 05:22:06,217 - mmaction - INFO - Epoch [123][40/3757] lr: 2.350e-02, eta: 1 day, 13:48:14, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.3750, top5_acc: 0.6000, loss_cls: 2.8943, loss: 2.8943, grad_norm: 3.7388 2020-07-27 05:22:17,575 - mmaction - INFO - Epoch [123][60/3757] lr: 2.350e-02, eta: 1 day, 13:48:01, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3680, top5_acc: 0.5977, loss_cls: 2.9982, loss: 2.9982, grad_norm: 3.7041 2020-07-27 05:22:28,977 - mmaction - INFO - Epoch [123][80/3757] lr: 2.350e-02, eta: 1 day, 13:47:48, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3352, top5_acc: 0.5773, loss_cls: 3.1000, loss: 3.1000, grad_norm: 3.7688 2020-07-27 05:22:40,337 - mmaction - INFO - Epoch [123][100/3757] lr: 2.350e-02, eta: 1 day, 13:47:34, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3578, top5_acc: 0.6055, loss_cls: 2.9363, loss: 2.9363, grad_norm: 3.7200 2020-07-27 05:22:51,703 - mmaction - INFO - Epoch [123][120/3757] lr: 2.350e-02, eta: 1 day, 13:47:21, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3438, top5_acc: 0.5945, loss_cls: 2.9460, loss: 2.9460, grad_norm: 3.7181 2020-07-27 05:23:03,016 - mmaction - INFO - Epoch [123][140/3757] lr: 2.350e-02, eta: 1 day, 13:47:08, time: 0.565, data_time: 0.002, memory: 5232, top1_acc: 0.3500, top5_acc: 0.5914, loss_cls: 3.0171, loss: 3.0171, grad_norm: 3.8626 2020-07-27 05:23:14,361 - mmaction - INFO - Epoch [123][160/3757] lr: 2.350e-02, eta: 1 day, 13:46:55, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3656, top5_acc: 0.6289, loss_cls: 2.8898, loss: 2.8898, grad_norm: 3.7337 2020-07-27 05:23:25,757 - mmaction - INFO - Epoch [123][180/3757] lr: 2.350e-02, eta: 1 day, 13:46:41, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3375, top5_acc: 0.6008, loss_cls: 3.0167, loss: 3.0167, grad_norm: 3.8136 2020-07-27 05:23:37,020 - mmaction - INFO - Epoch [123][200/3757] lr: 2.350e-02, eta: 1 day, 13:46:28, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.3719, top5_acc: 0.6281, loss_cls: 2.8648, loss: 2.8648, grad_norm: 3.8484 2020-07-27 05:23:48,463 - mmaction - INFO - Epoch [123][220/3757] lr: 2.350e-02, eta: 1 day, 13:46:15, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3461, top5_acc: 0.5984, loss_cls: 3.0741, loss: 3.0741, grad_norm: 3.7621 2020-07-27 05:23:59,993 - mmaction - INFO - Epoch [123][240/3757] lr: 2.350e-02, eta: 1 day, 13:46:02, time: 0.576, data_time: 0.015, memory: 5232, top1_acc: 0.3461, top5_acc: 0.6016, loss_cls: 2.9714, loss: 2.9714, grad_norm: 3.6750 2020-07-27 05:24:11,364 - mmaction - INFO - Epoch [123][260/3757] lr: 2.350e-02, eta: 1 day, 13:45:49, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3805, top5_acc: 0.6273, loss_cls: 2.8277, loss: 2.8277, grad_norm: 3.6482 2020-07-27 05:24:22,803 - mmaction - INFO - Epoch [123][280/3757] lr: 2.350e-02, eta: 1 day, 13:45:35, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3758, top5_acc: 0.6133, loss_cls: 2.8220, loss: 2.8220, grad_norm: 3.6923 2020-07-27 05:24:34,091 - mmaction - INFO - Epoch [123][300/3757] lr: 2.350e-02, eta: 1 day, 13:45:22, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3727, top5_acc: 0.6242, loss_cls: 2.8738, loss: 2.8738, grad_norm: 3.8633 2020-07-27 05:24:45,565 - mmaction - INFO - Epoch [123][320/3757] lr: 2.350e-02, eta: 1 day, 13:45:09, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3594, top5_acc: 0.6289, loss_cls: 2.8850, loss: 2.8850, grad_norm: 3.7944 2020-07-27 05:24:56,979 - mmaction - INFO - Epoch [123][340/3757] lr: 2.350e-02, eta: 1 day, 13:44:56, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.3484, top5_acc: 0.5969, loss_cls: 2.9652, loss: 2.9652, grad_norm: 3.7162 2020-07-27 05:25:08,382 - mmaction - INFO - Epoch [123][360/3757] lr: 2.350e-02, eta: 1 day, 13:44:43, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3695, top5_acc: 0.6344, loss_cls: 2.7848, loss: 2.7848, grad_norm: 3.7363 2020-07-27 05:25:20,178 - mmaction - INFO - Epoch [123][380/3757] lr: 2.350e-02, eta: 1 day, 13:44:30, time: 0.590, data_time: 0.024, memory: 5232, top1_acc: 0.3555, top5_acc: 0.5984, loss_cls: 2.9306, loss: 2.9306, grad_norm: 3.8031 2020-07-27 05:25:31,575 - mmaction - INFO - Epoch [123][400/3757] lr: 2.350e-02, eta: 1 day, 13:44:16, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3672, top5_acc: 0.6070, loss_cls: 2.9376, loss: 2.9376, grad_norm: 3.7888 2020-07-27 05:25:42,944 - mmaction - INFO - Epoch [123][420/3757] lr: 2.350e-02, eta: 1 day, 13:44:03, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3711, top5_acc: 0.6109, loss_cls: 2.9127, loss: 2.9127, grad_norm: 3.7838 2020-07-27 05:25:54,437 - mmaction - INFO - Epoch [123][440/3757] lr: 2.350e-02, eta: 1 day, 13:43:50, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3406, top5_acc: 0.5844, loss_cls: 2.9825, loss: 2.9825, grad_norm: 3.8689 2020-07-27 05:26:05,857 - mmaction - INFO - Epoch [123][460/3757] lr: 2.350e-02, eta: 1 day, 13:43:37, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.3625, top5_acc: 0.6133, loss_cls: 2.9046, loss: 2.9046, grad_norm: 3.7600 2020-07-27 05:26:17,232 - mmaction - INFO - Epoch [123][480/3757] lr: 2.350e-02, eta: 1 day, 13:43:24, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3516, top5_acc: 0.5906, loss_cls: 3.0041, loss: 3.0041, grad_norm: 3.8600 2020-07-27 05:26:28,598 - mmaction - INFO - Epoch [123][500/3757] lr: 2.350e-02, eta: 1 day, 13:43:10, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3828, top5_acc: 0.6266, loss_cls: 2.8278, loss: 2.8278, grad_norm: 3.7073 2020-07-27 05:26:39,995 - mmaction - INFO - Epoch [123][520/3757] lr: 2.350e-02, eta: 1 day, 13:42:57, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.3789, top5_acc: 0.6039, loss_cls: 2.9220, loss: 2.9220, grad_norm: 3.7272 2020-07-27 05:26:51,425 - mmaction - INFO - Epoch [123][540/3757] lr: 2.350e-02, eta: 1 day, 13:42:44, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3812, top5_acc: 0.6281, loss_cls: 2.8346, loss: 2.8346, grad_norm: 3.7482 2020-07-27 05:27:02,698 - mmaction - INFO - Epoch [123][560/3757] lr: 2.350e-02, eta: 1 day, 13:42:31, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.3625, top5_acc: 0.6117, loss_cls: 2.9121, loss: 2.9121, grad_norm: 3.8245 2020-07-27 05:27:14,207 - mmaction - INFO - Epoch [123][580/3757] lr: 2.350e-02, eta: 1 day, 13:42:17, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3781, top5_acc: 0.6156, loss_cls: 2.8655, loss: 2.8655, grad_norm: 3.7145 2020-07-27 05:27:25,658 - mmaction - INFO - Epoch [123][600/3757] lr: 2.350e-02, eta: 1 day, 13:42:04, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3430, top5_acc: 0.5992, loss_cls: 2.9928, loss: 2.9928, grad_norm: 3.8877 2020-07-27 05:27:37,165 - mmaction - INFO - Epoch [123][620/3757] lr: 2.350e-02, eta: 1 day, 13:41:51, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.3430, top5_acc: 0.5945, loss_cls: 2.9747, loss: 2.9747, grad_norm: 3.8165 2020-07-27 05:27:48,645 - mmaction - INFO - Epoch [123][640/3757] lr: 2.350e-02, eta: 1 day, 13:41:38, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3727, top5_acc: 0.6203, loss_cls: 2.8634, loss: 2.8634, grad_norm: 3.7374 2020-07-27 05:28:00,084 - mmaction - INFO - Epoch [123][660/3757] lr: 2.350e-02, eta: 1 day, 13:41:25, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3406, top5_acc: 0.5859, loss_cls: 3.0316, loss: 3.0316, grad_norm: 3.8280 2020-07-27 05:28:11,484 - mmaction - INFO - Epoch [123][680/3757] lr: 2.350e-02, eta: 1 day, 13:41:12, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.3516, top5_acc: 0.5859, loss_cls: 2.9932, loss: 2.9932, grad_norm: 3.8503 2020-07-27 05:28:22,891 - mmaction - INFO - Epoch [123][700/3757] lr: 2.350e-02, eta: 1 day, 13:40:58, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3883, top5_acc: 0.6258, loss_cls: 2.8551, loss: 2.8551, grad_norm: 3.7081 2020-07-27 05:28:34,359 - mmaction - INFO - Epoch [123][720/3757] lr: 2.350e-02, eta: 1 day, 13:40:45, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3727, top5_acc: 0.6141, loss_cls: 2.8735, loss: 2.8735, grad_norm: 3.7964 2020-07-27 05:28:45,783 - mmaction - INFO - Epoch [123][740/3757] lr: 2.350e-02, eta: 1 day, 13:40:32, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3719, top5_acc: 0.6164, loss_cls: 2.9028, loss: 2.9028, grad_norm: 3.7604 2020-07-27 05:28:57,112 - mmaction - INFO - Epoch [123][760/3757] lr: 2.350e-02, eta: 1 day, 13:40:19, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3352, top5_acc: 0.5969, loss_cls: 2.9673, loss: 2.9673, grad_norm: 3.9740 2020-07-27 05:29:08,520 - mmaction - INFO - Epoch [123][780/3757] lr: 2.350e-02, eta: 1 day, 13:40:05, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.6039, loss_cls: 2.9932, loss: 2.9932, grad_norm: 3.9541 2020-07-27 05:29:20,009 - mmaction - INFO - Epoch [123][800/3757] lr: 2.350e-02, eta: 1 day, 13:39:52, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3547, top5_acc: 0.6086, loss_cls: 2.9221, loss: 2.9221, grad_norm: 3.8279 2020-07-27 05:29:31,423 - mmaction - INFO - Epoch [123][820/3757] lr: 2.350e-02, eta: 1 day, 13:39:39, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3555, top5_acc: 0.6000, loss_cls: 2.9630, loss: 2.9630, grad_norm: 3.8327 2020-07-27 05:29:42,845 - mmaction - INFO - Epoch [123][840/3757] lr: 2.350e-02, eta: 1 day, 13:39:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3625, top5_acc: 0.6047, loss_cls: 2.9036, loss: 2.9036, grad_norm: 3.7328 2020-07-27 05:29:54,213 - mmaction - INFO - Epoch [123][860/3757] lr: 2.350e-02, eta: 1 day, 13:39:13, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3453, top5_acc: 0.5969, loss_cls: 2.9855, loss: 2.9855, grad_norm: 3.8121 2020-07-27 05:30:05,729 - mmaction - INFO - Epoch [123][880/3757] lr: 2.350e-02, eta: 1 day, 13:39:00, time: 0.575, data_time: 0.013, memory: 5232, top1_acc: 0.3523, top5_acc: 0.5883, loss_cls: 2.9708, loss: 2.9708, grad_norm: 3.8192 2020-07-27 05:30:17,176 - mmaction - INFO - Epoch [123][900/3757] lr: 2.350e-02, eta: 1 day, 13:38:46, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3766, top5_acc: 0.6328, loss_cls: 2.8015, loss: 2.8015, grad_norm: 3.8260 2020-07-27 05:30:28,592 - mmaction - INFO - Epoch [123][920/3757] lr: 2.350e-02, eta: 1 day, 13:38:33, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3344, top5_acc: 0.5883, loss_cls: 2.9538, loss: 2.9538, grad_norm: 3.8057 2020-07-27 05:30:39,920 - mmaction - INFO - Epoch [123][940/3757] lr: 2.350e-02, eta: 1 day, 13:38:20, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3805, top5_acc: 0.6375, loss_cls: 2.8154, loss: 2.8154, grad_norm: 3.7368 2020-07-27 05:30:51,366 - mmaction - INFO - Epoch [123][960/3757] lr: 2.350e-02, eta: 1 day, 13:38:07, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3781, top5_acc: 0.6148, loss_cls: 2.8682, loss: 2.8682, grad_norm: 3.8458 2020-07-27 05:31:02,789 - mmaction - INFO - Epoch [123][980/3757] lr: 2.350e-02, eta: 1 day, 13:37:54, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.5953, loss_cls: 2.9851, loss: 2.9851, grad_norm: 4.0040 2020-07-27 05:31:14,319 - mmaction - INFO - Epoch [123][1000/3757] lr: 2.350e-02, eta: 1 day, 13:37:40, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.3531, top5_acc: 0.6203, loss_cls: 2.9693, loss: 2.9693, grad_norm: 3.9205 2020-07-27 05:31:25,900 - mmaction - INFO - Epoch [123][1020/3757] lr: 2.350e-02, eta: 1 day, 13:37:27, time: 0.580, data_time: 0.010, memory: 5232, top1_acc: 0.3523, top5_acc: 0.5891, loss_cls: 3.0089, loss: 3.0089, grad_norm: 3.9220 2020-07-27 05:31:37,316 - mmaction - INFO - Epoch [123][1040/3757] lr: 2.350e-02, eta: 1 day, 13:37:14, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3516, top5_acc: 0.6062, loss_cls: 2.9436, loss: 2.9436, grad_norm: 3.7582 2020-07-27 05:31:48,843 - mmaction - INFO - Epoch [123][1060/3757] lr: 2.350e-02, eta: 1 day, 13:37:01, time: 0.576, data_time: 0.002, memory: 5232, top1_acc: 0.3484, top5_acc: 0.6016, loss_cls: 2.9407, loss: 2.9407, grad_norm: 3.7482 2020-07-27 05:32:00,285 - mmaction - INFO - Epoch [123][1080/3757] lr: 2.350e-02, eta: 1 day, 13:36:48, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3594, top5_acc: 0.6055, loss_cls: 2.9639, loss: 2.9639, grad_norm: 3.8298 2020-07-27 05:32:11,621 - mmaction - INFO - Epoch [123][1100/3757] lr: 2.350e-02, eta: 1 day, 13:36:35, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3438, top5_acc: 0.6016, loss_cls: 3.0309, loss: 3.0309, grad_norm: 3.9270 2020-07-27 05:32:23,028 - mmaction - INFO - Epoch [123][1120/3757] lr: 2.350e-02, eta: 1 day, 13:36:21, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3547, top5_acc: 0.6250, loss_cls: 2.8654, loss: 2.8654, grad_norm: 3.7551 2020-07-27 05:32:34,438 - mmaction - INFO - Epoch [123][1140/3757] lr: 2.350e-02, eta: 1 day, 13:36:08, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3688, top5_acc: 0.6250, loss_cls: 2.8397, loss: 2.8397, grad_norm: 3.6087 2020-07-27 05:32:45,838 - mmaction - INFO - Epoch [123][1160/3757] lr: 2.350e-02, eta: 1 day, 13:35:55, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3445, top5_acc: 0.5938, loss_cls: 2.9932, loss: 2.9932, grad_norm: 4.0301 2020-07-27 05:32:57,245 - mmaction - INFO - Epoch [123][1180/3757] lr: 2.350e-02, eta: 1 day, 13:35:42, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3633, top5_acc: 0.6164, loss_cls: 2.8540, loss: 2.8540, grad_norm: 3.7418 2020-07-27 05:33:08,672 - mmaction - INFO - Epoch [123][1200/3757] lr: 2.350e-02, eta: 1 day, 13:35:29, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3352, top5_acc: 0.5859, loss_cls: 2.9669, loss: 2.9669, grad_norm: 3.8215 2020-07-27 05:33:20,098 - mmaction - INFO - Epoch [123][1220/3757] lr: 2.350e-02, eta: 1 day, 13:35:15, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3383, top5_acc: 0.5836, loss_cls: 2.9893, loss: 2.9893, grad_norm: 3.8867 2020-07-27 05:33:31,530 - mmaction - INFO - Epoch [123][1240/3757] lr: 2.350e-02, eta: 1 day, 13:35:02, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3367, top5_acc: 0.5813, loss_cls: 2.9644, loss: 2.9644, grad_norm: 3.8337 2020-07-27 05:33:42,950 - mmaction - INFO - Epoch [123][1260/3757] lr: 2.350e-02, eta: 1 day, 13:34:49, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3664, top5_acc: 0.6070, loss_cls: 2.9235, loss: 2.9235, grad_norm: 3.7465 2020-07-27 05:33:54,366 - mmaction - INFO - Epoch [123][1280/3757] lr: 2.350e-02, eta: 1 day, 13:34:36, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3625, top5_acc: 0.6172, loss_cls: 2.8463, loss: 2.8463, grad_norm: 3.7413 2020-07-27 05:34:05,733 - mmaction - INFO - Epoch [123][1300/3757] lr: 2.350e-02, eta: 1 day, 13:34:23, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3523, top5_acc: 0.6172, loss_cls: 2.8562, loss: 2.8562, grad_norm: 3.8882 2020-07-27 05:34:17,232 - mmaction - INFO - Epoch [123][1320/3757] lr: 2.350e-02, eta: 1 day, 13:34:09, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3758, top5_acc: 0.6211, loss_cls: 2.8440, loss: 2.8440, grad_norm: 3.8722 2020-07-27 05:34:28,722 - mmaction - INFO - Epoch [123][1340/3757] lr: 2.350e-02, eta: 1 day, 13:33:56, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3797, top5_acc: 0.6180, loss_cls: 2.8753, loss: 2.8753, grad_norm: 3.8250 2020-07-27 05:34:40,199 - mmaction - INFO - Epoch [123][1360/3757] lr: 2.350e-02, eta: 1 day, 13:33:43, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3820, top5_acc: 0.6117, loss_cls: 2.8874, loss: 2.8874, grad_norm: 3.8471 2020-07-27 05:34:51,653 - mmaction - INFO - Epoch [123][1380/3757] lr: 2.350e-02, eta: 1 day, 13:33:30, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.3492, top5_acc: 0.5898, loss_cls: 2.9640, loss: 2.9640, grad_norm: 3.9558 2020-07-27 05:35:03,045 - mmaction - INFO - Epoch [123][1400/3757] lr: 2.350e-02, eta: 1 day, 13:33:17, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3563, top5_acc: 0.6016, loss_cls: 2.9640, loss: 2.9640, grad_norm: 3.8766 2020-07-27 05:35:14,526 - mmaction - INFO - Epoch [123][1420/3757] lr: 2.350e-02, eta: 1 day, 13:33:04, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3609, top5_acc: 0.5969, loss_cls: 2.9643, loss: 2.9643, grad_norm: 3.9456 2020-07-27 05:35:26,651 - mmaction - INFO - Epoch [123][1440/3757] lr: 2.350e-02, eta: 1 day, 13:32:51, time: 0.607, data_time: 0.036, memory: 5232, top1_acc: 0.3531, top5_acc: 0.6133, loss_cls: 3.0082, loss: 3.0082, grad_norm: 3.7635 2020-07-27 05:35:38,061 - mmaction - INFO - Epoch [123][1460/3757] lr: 2.350e-02, eta: 1 day, 13:32:38, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3367, top5_acc: 0.6016, loss_cls: 2.9139, loss: 2.9139, grad_norm: 3.8073 2020-07-27 05:35:49,536 - mmaction - INFO - Epoch [123][1480/3757] lr: 2.350e-02, eta: 1 day, 13:32:24, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3516, top5_acc: 0.6156, loss_cls: 2.9049, loss: 2.9049, grad_norm: 3.8376 2020-07-27 05:36:01,158 - mmaction - INFO - Epoch [123][1500/3757] lr: 2.350e-02, eta: 1 day, 13:32:11, time: 0.581, data_time: 0.017, memory: 5232, top1_acc: 0.3430, top5_acc: 0.5969, loss_cls: 2.9641, loss: 2.9641, grad_norm: 3.8278 2020-07-27 05:36:12,531 - mmaction - INFO - Epoch [123][1520/3757] lr: 2.350e-02, eta: 1 day, 13:31:58, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3688, top5_acc: 0.6203, loss_cls: 2.8968, loss: 2.8968, grad_norm: 3.7972 2020-07-27 05:36:23,947 - mmaction - INFO - Epoch [123][1540/3757] lr: 2.350e-02, eta: 1 day, 13:31:45, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3508, top5_acc: 0.6141, loss_cls: 2.9085, loss: 2.9085, grad_norm: 3.7360 2020-07-27 05:36:35,418 - mmaction - INFO - Epoch [123][1560/3757] lr: 2.350e-02, eta: 1 day, 13:31:32, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3461, top5_acc: 0.5961, loss_cls: 2.9259, loss: 2.9259, grad_norm: 3.7753 2020-07-27 05:36:46,895 - mmaction - INFO - Epoch [123][1580/3757] lr: 2.350e-02, eta: 1 day, 13:31:19, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.3680, top5_acc: 0.6164, loss_cls: 2.8912, loss: 2.8912, grad_norm: 3.8151 2020-07-27 05:36:58,208 - mmaction - INFO - Epoch [123][1600/3757] lr: 2.350e-02, eta: 1 day, 13:31:05, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3648, top5_acc: 0.5945, loss_cls: 2.9261, loss: 2.9261, grad_norm: 3.7180 2020-07-27 05:37:09,654 - mmaction - INFO - Epoch [123][1620/3757] lr: 2.350e-02, eta: 1 day, 13:30:52, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3750, top5_acc: 0.6234, loss_cls: 2.8084, loss: 2.8084, grad_norm: 3.7942 2020-07-27 05:37:21,134 - mmaction - INFO - Epoch [123][1640/3757] lr: 2.350e-02, eta: 1 day, 13:30:39, time: 0.573, data_time: 0.010, memory: 5232, top1_acc: 0.3461, top5_acc: 0.6078, loss_cls: 2.9672, loss: 2.9672, grad_norm: 3.9334 2020-07-27 05:37:32,553 - mmaction - INFO - Epoch [123][1660/3757] lr: 2.350e-02, eta: 1 day, 13:30:26, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3750, top5_acc: 0.6195, loss_cls: 2.8561, loss: 2.8561, grad_norm: 3.7937 2020-07-27 05:37:44,004 - mmaction - INFO - Epoch [123][1680/3757] lr: 2.350e-02, eta: 1 day, 13:30:13, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3578, top5_acc: 0.6055, loss_cls: 2.9568, loss: 2.9568, grad_norm: 3.7724 2020-07-27 05:37:55,452 - mmaction - INFO - Epoch [123][1700/3757] lr: 2.350e-02, eta: 1 day, 13:30:00, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3773, top5_acc: 0.6312, loss_cls: 2.7709, loss: 2.7709, grad_norm: 3.7616 2020-07-27 05:38:06,939 - mmaction - INFO - Epoch [123][1720/3757] lr: 2.350e-02, eta: 1 day, 13:29:46, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3625, top5_acc: 0.6234, loss_cls: 2.8577, loss: 2.8577, grad_norm: 3.8812 2020-07-27 05:38:18,446 - mmaction - INFO - Epoch [123][1740/3757] lr: 2.350e-02, eta: 1 day, 13:29:33, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3578, top5_acc: 0.6141, loss_cls: 2.8948, loss: 2.8948, grad_norm: 3.8144 2020-07-27 05:38:29,857 - mmaction - INFO - Epoch [123][1760/3757] lr: 2.350e-02, eta: 1 day, 13:29:20, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3688, top5_acc: 0.6086, loss_cls: 2.8955, loss: 2.8955, grad_norm: 3.7494 2020-07-27 05:38:41,243 - mmaction - INFO - Epoch [123][1780/3757] lr: 2.350e-02, eta: 1 day, 13:29:07, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.3773, top5_acc: 0.6195, loss_cls: 2.8981, loss: 2.8981, grad_norm: 3.8051 2020-07-27 05:38:52,671 - mmaction - INFO - Epoch [123][1800/3757] lr: 2.350e-02, eta: 1 day, 13:28:54, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3547, top5_acc: 0.5898, loss_cls: 2.9741, loss: 2.9741, grad_norm: 3.8070 2020-07-27 05:39:04,056 - mmaction - INFO - Epoch [123][1820/3757] lr: 2.350e-02, eta: 1 day, 13:28:40, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3492, top5_acc: 0.6000, loss_cls: 2.9230, loss: 2.9230, grad_norm: 3.6809 2020-07-27 05:39:15,552 - mmaction - INFO - Epoch [123][1840/3757] lr: 2.350e-02, eta: 1 day, 13:28:27, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3617, top5_acc: 0.6023, loss_cls: 2.9587, loss: 2.9587, grad_norm: 3.7626 2020-07-27 05:39:26,854 - mmaction - INFO - Epoch [123][1860/3757] lr: 2.350e-02, eta: 1 day, 13:28:14, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3609, top5_acc: 0.6102, loss_cls: 2.8867, loss: 2.8867, grad_norm: 3.7203 2020-07-27 05:39:38,315 - mmaction - INFO - Epoch [123][1880/3757] lr: 2.350e-02, eta: 1 day, 13:28:01, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3547, top5_acc: 0.5969, loss_cls: 2.9014, loss: 2.9014, grad_norm: 3.7131 2020-07-27 05:39:49,653 - mmaction - INFO - Epoch [123][1900/3757] lr: 2.350e-02, eta: 1 day, 13:27:48, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3656, top5_acc: 0.6211, loss_cls: 2.8987, loss: 2.8987, grad_norm: 3.6400 2020-07-27 05:40:01,107 - mmaction - INFO - Epoch [123][1920/3757] lr: 2.350e-02, eta: 1 day, 13:27:34, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3773, top5_acc: 0.6000, loss_cls: 2.8921, loss: 2.8921, grad_norm: 3.7275 2020-07-27 05:40:12,416 - mmaction - INFO - Epoch [123][1940/3757] lr: 2.350e-02, eta: 1 day, 13:27:21, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3602, top5_acc: 0.6148, loss_cls: 2.9106, loss: 2.9106, grad_norm: 3.7798 2020-07-27 05:40:23,852 - mmaction - INFO - Epoch [123][1960/3757] lr: 2.350e-02, eta: 1 day, 13:27:08, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3492, top5_acc: 0.5914, loss_cls: 2.9161, loss: 2.9161, grad_norm: 3.8070 2020-07-27 05:40:35,275 - mmaction - INFO - Epoch [123][1980/3757] lr: 2.350e-02, eta: 1 day, 13:26:55, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3719, top5_acc: 0.5984, loss_cls: 2.9554, loss: 2.9554, grad_norm: 3.6981 2020-07-27 05:40:46,703 - mmaction - INFO - Epoch [123][2000/3757] lr: 2.350e-02, eta: 1 day, 13:26:42, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3594, top5_acc: 0.6094, loss_cls: 2.9347, loss: 2.9347, grad_norm: 3.7078 2020-07-27 05:40:58,088 - mmaction - INFO - Epoch [123][2020/3757] lr: 2.350e-02, eta: 1 day, 13:26:28, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3719, top5_acc: 0.6438, loss_cls: 2.7779, loss: 2.7779, grad_norm: 3.8522 2020-07-27 05:41:09,509 - mmaction - INFO - Epoch [123][2040/3757] lr: 2.350e-02, eta: 1 day, 13:26:15, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3453, top5_acc: 0.6047, loss_cls: 2.9427, loss: 2.9427, grad_norm: 3.8809 2020-07-27 05:41:20,910 - mmaction - INFO - Epoch [123][2060/3757] lr: 2.350e-02, eta: 1 day, 13:26:02, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3625, top5_acc: 0.6102, loss_cls: 2.8732, loss: 2.8732, grad_norm: 3.7986 2020-07-27 05:41:32,272 - mmaction - INFO - Epoch [123][2080/3757] lr: 2.350e-02, eta: 1 day, 13:25:49, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.3563, top5_acc: 0.5977, loss_cls: 2.9618, loss: 2.9618, grad_norm: 3.8057 2020-07-27 05:41:43,643 - mmaction - INFO - Epoch [123][2100/3757] lr: 2.350e-02, eta: 1 day, 13:25:36, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3688, top5_acc: 0.6328, loss_cls: 2.8485, loss: 2.8485, grad_norm: 3.7596 2020-07-27 05:41:55,053 - mmaction - INFO - Epoch [123][2120/3757] lr: 2.350e-02, eta: 1 day, 13:25:22, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.3555, top5_acc: 0.6039, loss_cls: 2.9205, loss: 2.9205, grad_norm: 3.7845 2020-07-27 05:42:06,473 - mmaction - INFO - Epoch [123][2140/3757] lr: 2.350e-02, eta: 1 day, 13:25:09, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3523, top5_acc: 0.5883, loss_cls: 2.9476, loss: 2.9476, grad_norm: 3.8066 2020-07-27 05:42:17,973 - mmaction - INFO - Epoch [123][2160/3757] lr: 2.350e-02, eta: 1 day, 13:24:56, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.3516, top5_acc: 0.6102, loss_cls: 2.9284, loss: 2.9284, grad_norm: 3.7962 2020-07-27 05:42:29,312 - mmaction - INFO - Epoch [123][2180/3757] lr: 2.350e-02, eta: 1 day, 13:24:43, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.3641, top5_acc: 0.6055, loss_cls: 2.9606, loss: 2.9606, grad_norm: 3.8314 2020-07-27 05:42:40,797 - mmaction - INFO - Epoch [123][2200/3757] lr: 2.350e-02, eta: 1 day, 13:24:30, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3594, top5_acc: 0.5898, loss_cls: 2.9641, loss: 2.9641, grad_norm: 3.8450 2020-07-27 05:42:52,289 - mmaction - INFO - Epoch [123][2220/3757] lr: 2.350e-02, eta: 1 day, 13:24:17, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3492, top5_acc: 0.5844, loss_cls: 2.9951, loss: 2.9951, grad_norm: 3.7402 2020-07-27 05:43:03,701 - mmaction - INFO - Epoch [123][2240/3757] lr: 2.350e-02, eta: 1 day, 13:24:03, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3336, top5_acc: 0.5820, loss_cls: 3.0315, loss: 3.0315, grad_norm: 3.6970 2020-07-27 05:43:15,063 - mmaction - INFO - Epoch [123][2260/3757] lr: 2.350e-02, eta: 1 day, 13:23:50, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3609, top5_acc: 0.5969, loss_cls: 2.9621, loss: 2.9621, grad_norm: 3.7805 2020-07-27 05:43:26,494 - mmaction - INFO - Epoch [123][2280/3757] lr: 2.350e-02, eta: 1 day, 13:23:37, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3469, top5_acc: 0.6102, loss_cls: 2.9710, loss: 2.9710, grad_norm: 3.8640 2020-07-27 05:43:37,961 - mmaction - INFO - Epoch [123][2300/3757] lr: 2.350e-02, eta: 1 day, 13:23:24, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3570, top5_acc: 0.6133, loss_cls: 2.9434, loss: 2.9434, grad_norm: 3.7864 2020-07-27 05:43:49,350 - mmaction - INFO - Epoch [123][2320/3757] lr: 2.350e-02, eta: 1 day, 13:23:11, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3742, top5_acc: 0.6109, loss_cls: 2.8444, loss: 2.8444, grad_norm: 3.7732 2020-07-27 05:44:00,732 - mmaction - INFO - Epoch [123][2340/3757] lr: 2.350e-02, eta: 1 day, 13:22:57, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3688, top5_acc: 0.6266, loss_cls: 2.8962, loss: 2.8962, grad_norm: 3.8671 2020-07-27 05:44:12,157 - mmaction - INFO - Epoch [123][2360/3757] lr: 2.350e-02, eta: 1 day, 13:22:44, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3641, top5_acc: 0.6023, loss_cls: 2.9030, loss: 2.9030, grad_norm: 3.8073 2020-07-27 05:44:23,515 - mmaction - INFO - Epoch [123][2380/3757] lr: 2.350e-02, eta: 1 day, 13:22:31, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.3539, top5_acc: 0.6117, loss_cls: 2.8743, loss: 2.8743, grad_norm: 3.9049 2020-07-27 05:44:34,923 - mmaction - INFO - Epoch [123][2400/3757] lr: 2.350e-02, eta: 1 day, 13:22:18, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3664, top5_acc: 0.6195, loss_cls: 2.9353, loss: 2.9353, grad_norm: 3.8188 2020-07-27 05:44:46,729 - mmaction - INFO - Epoch [123][2420/3757] lr: 2.350e-02, eta: 1 day, 13:22:05, time: 0.590, data_time: 0.025, memory: 5232, top1_acc: 0.3414, top5_acc: 0.5938, loss_cls: 3.0042, loss: 3.0042, grad_norm: 3.8924 2020-07-27 05:44:58,088 - mmaction - INFO - Epoch [123][2440/3757] lr: 2.350e-02, eta: 1 day, 13:21:52, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3570, top5_acc: 0.5984, loss_cls: 2.9574, loss: 2.9574, grad_norm: 3.7069 2020-07-27 05:45:09,434 - mmaction - INFO - Epoch [123][2460/3757] lr: 2.350e-02, eta: 1 day, 13:21:38, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3555, top5_acc: 0.6219, loss_cls: 2.9324, loss: 2.9324, grad_norm: 3.7424 2020-07-27 05:45:20,836 - mmaction - INFO - Epoch [123][2480/3757] lr: 2.350e-02, eta: 1 day, 13:21:25, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3523, top5_acc: 0.6195, loss_cls: 2.9250, loss: 2.9250, grad_norm: 3.7423 2020-07-27 05:45:32,126 - mmaction - INFO - Epoch [123][2500/3757] lr: 2.350e-02, eta: 1 day, 13:21:12, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.3570, top5_acc: 0.6125, loss_cls: 2.9264, loss: 2.9264, grad_norm: 3.7854 2020-07-27 05:45:43,463 - mmaction - INFO - Epoch [123][2520/3757] lr: 2.350e-02, eta: 1 day, 13:20:59, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3539, top5_acc: 0.5977, loss_cls: 2.9054, loss: 2.9054, grad_norm: 3.7793 2020-07-27 05:45:54,843 - mmaction - INFO - Epoch [123][2540/3757] lr: 2.350e-02, eta: 1 day, 13:20:46, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3781, top5_acc: 0.6133, loss_cls: 2.8426, loss: 2.8426, grad_norm: 3.6577 2020-07-27 05:46:06,195 - mmaction - INFO - Epoch [123][2560/3757] lr: 2.350e-02, eta: 1 day, 13:20:32, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3836, top5_acc: 0.6352, loss_cls: 2.7974, loss: 2.7974, grad_norm: 3.7923 2020-07-27 05:46:17,639 - mmaction - INFO - Epoch [123][2580/3757] lr: 2.350e-02, eta: 1 day, 13:20:19, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3602, top5_acc: 0.6133, loss_cls: 2.9141, loss: 2.9141, grad_norm: 3.9314 2020-07-27 05:46:29,069 - mmaction - INFO - Epoch [123][2600/3757] lr: 2.350e-02, eta: 1 day, 13:20:06, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.5961, loss_cls: 3.0130, loss: 3.0130, grad_norm: 3.9651 2020-07-27 05:46:40,431 - mmaction - INFO - Epoch [123][2620/3757] lr: 2.350e-02, eta: 1 day, 13:19:53, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.3555, top5_acc: 0.6078, loss_cls: 2.9392, loss: 2.9392, grad_norm: 3.9111 2020-07-27 05:46:51,848 - mmaction - INFO - Epoch [123][2640/3757] lr: 2.350e-02, eta: 1 day, 13:19:40, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.3609, top5_acc: 0.6164, loss_cls: 2.8929, loss: 2.8929, grad_norm: 3.8645 2020-07-27 05:47:03,279 - mmaction - INFO - Epoch [123][2660/3757] lr: 2.350e-02, eta: 1 day, 13:19:26, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3703, top5_acc: 0.6086, loss_cls: 2.8813, loss: 2.8813, grad_norm: 3.8050 2020-07-27 05:47:14,636 - mmaction - INFO - Epoch [123][2680/3757] lr: 2.350e-02, eta: 1 day, 13:19:13, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3547, top5_acc: 0.6086, loss_cls: 2.9026, loss: 2.9026, grad_norm: 3.7947 2020-07-27 05:47:26,060 - mmaction - INFO - Epoch [123][2700/3757] lr: 2.350e-02, eta: 1 day, 13:19:00, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3875, top5_acc: 0.6336, loss_cls: 2.8186, loss: 2.8186, grad_norm: 3.8038 2020-07-27 05:47:37,457 - mmaction - INFO - Epoch [123][2720/3757] lr: 2.350e-02, eta: 1 day, 13:18:47, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.3563, top5_acc: 0.6148, loss_cls: 2.8884, loss: 2.8884, grad_norm: 3.7934 2020-07-27 05:47:48,888 - mmaction - INFO - Epoch [123][2740/3757] lr: 2.350e-02, eta: 1 day, 13:18:34, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3477, top5_acc: 0.5945, loss_cls: 2.9727, loss: 2.9727, grad_norm: 3.8361 2020-07-27 05:48:00,336 - mmaction - INFO - Epoch [123][2760/3757] lr: 2.350e-02, eta: 1 day, 13:18:20, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3719, top5_acc: 0.6070, loss_cls: 2.8970, loss: 2.8970, grad_norm: 3.7974 2020-07-27 05:48:11,750 - mmaction - INFO - Epoch [123][2780/3757] lr: 2.350e-02, eta: 1 day, 13:18:07, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3563, top5_acc: 0.6055, loss_cls: 2.9725, loss: 2.9725, grad_norm: 3.7596 2020-07-27 05:48:23,207 - mmaction - INFO - Epoch [123][2800/3757] lr: 2.350e-02, eta: 1 day, 13:17:54, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3930, top5_acc: 0.6234, loss_cls: 2.8302, loss: 2.8302, grad_norm: 3.8028 2020-07-27 05:48:34,650 - mmaction - INFO - Epoch [123][2820/3757] lr: 2.350e-02, eta: 1 day, 13:17:41, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3633, top5_acc: 0.6305, loss_cls: 2.8600, loss: 2.8600, grad_norm: 3.8393 2020-07-27 05:48:46,080 - mmaction - INFO - Epoch [123][2840/3757] lr: 2.350e-02, eta: 1 day, 13:17:28, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.3516, top5_acc: 0.5992, loss_cls: 2.8871, loss: 2.8871, grad_norm: 3.8334 2020-07-27 05:48:57,489 - mmaction - INFO - Epoch [123][2860/3757] lr: 2.350e-02, eta: 1 day, 13:17:15, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3391, top5_acc: 0.5828, loss_cls: 3.0661, loss: 3.0661, grad_norm: 3.8139 2020-07-27 05:49:08,947 - mmaction - INFO - Epoch [123][2880/3757] lr: 2.350e-02, eta: 1 day, 13:17:01, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3688, top5_acc: 0.6016, loss_cls: 2.9174, loss: 2.9174, grad_norm: 3.8183 2020-07-27 05:49:20,421 - mmaction - INFO - Epoch [123][2900/3757] lr: 2.350e-02, eta: 1 day, 13:16:48, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3344, top5_acc: 0.5852, loss_cls: 3.0470, loss: 3.0470, grad_norm: 3.7375 2020-07-27 05:49:31,916 - mmaction - INFO - Epoch [123][2920/3757] lr: 2.350e-02, eta: 1 day, 13:16:35, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3531, top5_acc: 0.6055, loss_cls: 3.0054, loss: 3.0054, grad_norm: 3.7309 2020-07-27 05:49:43,309 - mmaction - INFO - Epoch [123][2940/3757] lr: 2.350e-02, eta: 1 day, 13:16:22, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3484, top5_acc: 0.5945, loss_cls: 2.9554, loss: 2.9554, grad_norm: 3.7033 2020-07-27 05:49:54,742 - mmaction - INFO - Epoch [123][2960/3757] lr: 2.350e-02, eta: 1 day, 13:16:09, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3789, top5_acc: 0.6148, loss_cls: 2.8702, loss: 2.8702, grad_norm: 3.7449 2020-07-27 05:50:06,139 - mmaction - INFO - Epoch [123][2980/3757] lr: 2.350e-02, eta: 1 day, 13:15:56, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3875, top5_acc: 0.6383, loss_cls: 2.7319, loss: 2.7319, grad_norm: 3.7382 2020-07-27 05:50:17,646 - mmaction - INFO - Epoch [123][3000/3757] lr: 2.350e-02, eta: 1 day, 13:15:42, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.3523, top5_acc: 0.6055, loss_cls: 2.9487, loss: 2.9487, grad_norm: 3.9242 2020-07-27 05:50:29,038 - mmaction - INFO - Epoch [123][3020/3757] lr: 2.350e-02, eta: 1 day, 13:15:29, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3523, top5_acc: 0.6086, loss_cls: 2.9223, loss: 2.9223, grad_norm: 3.8786 2020-07-27 05:50:40,393 - mmaction - INFO - Epoch [123][3040/3757] lr: 2.350e-02, eta: 1 day, 13:15:16, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3656, top5_acc: 0.6062, loss_cls: 2.9268, loss: 2.9268, grad_norm: 3.8944 2020-07-27 05:50:51,864 - mmaction - INFO - Epoch [123][3060/3757] lr: 2.350e-02, eta: 1 day, 13:15:03, time: 0.574, data_time: 0.005, memory: 5232, top1_acc: 0.3602, top5_acc: 0.6062, loss_cls: 2.9401, loss: 2.9401, grad_norm: 3.7720 2020-07-27 05:51:03,296 - mmaction - INFO - Epoch [123][3080/3757] lr: 2.350e-02, eta: 1 day, 13:14:50, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3672, top5_acc: 0.6062, loss_cls: 2.9270, loss: 2.9270, grad_norm: 3.7136 2020-07-27 05:51:14,793 - mmaction - INFO - Epoch [123][3100/3757] lr: 2.350e-02, eta: 1 day, 13:14:37, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3391, top5_acc: 0.5758, loss_cls: 3.0424, loss: 3.0424, grad_norm: 3.8989 2020-07-27 05:51:26,181 - mmaction - INFO - Epoch [123][3120/3757] lr: 2.350e-02, eta: 1 day, 13:14:23, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3688, top5_acc: 0.6031, loss_cls: 2.9136, loss: 2.9136, grad_norm: 3.6768 2020-07-27 05:51:37,664 - mmaction - INFO - Epoch [123][3140/3757] lr: 2.350e-02, eta: 1 day, 13:14:10, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3773, top5_acc: 0.6320, loss_cls: 2.8417, loss: 2.8417, grad_norm: 3.8272 2020-07-27 05:51:49,114 - mmaction - INFO - Epoch [123][3160/3757] lr: 2.350e-02, eta: 1 day, 13:13:57, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3742, top5_acc: 0.6086, loss_cls: 2.9206, loss: 2.9206, grad_norm: 3.7597 2020-07-27 05:52:00,551 - mmaction - INFO - Epoch [123][3180/3757] lr: 2.350e-02, eta: 1 day, 13:13:44, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3727, top5_acc: 0.6148, loss_cls: 2.9011, loss: 2.9011, grad_norm: 3.8108 2020-07-27 05:52:12,018 - mmaction - INFO - Epoch [123][3200/3757] lr: 2.350e-02, eta: 1 day, 13:13:31, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3727, top5_acc: 0.6094, loss_cls: 2.9147, loss: 2.9147, grad_norm: 3.8495 2020-07-27 05:52:23,381 - mmaction - INFO - Epoch [123][3220/3757] lr: 2.350e-02, eta: 1 day, 13:13:18, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.3555, top5_acc: 0.6047, loss_cls: 2.9331, loss: 2.9331, grad_norm: 3.7528 2020-07-27 05:52:34,799 - mmaction - INFO - Epoch [123][3240/3757] lr: 2.350e-02, eta: 1 day, 13:13:04, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.3531, top5_acc: 0.5828, loss_cls: 2.9635, loss: 2.9635, grad_norm: 3.8191 2020-07-27 05:52:46,222 - mmaction - INFO - Epoch [123][3260/3757] lr: 2.350e-02, eta: 1 day, 13:12:51, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3609, top5_acc: 0.6242, loss_cls: 2.8762, loss: 2.8762, grad_norm: 3.7381 2020-07-27 05:52:57,604 - mmaction - INFO - Epoch [123][3280/3757] lr: 2.350e-02, eta: 1 day, 13:12:38, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3398, top5_acc: 0.6000, loss_cls: 2.9576, loss: 2.9576, grad_norm: 3.9132 2020-07-27 05:53:08,917 - mmaction - INFO - Epoch [123][3300/3757] lr: 2.350e-02, eta: 1 day, 13:12:25, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3492, top5_acc: 0.6070, loss_cls: 2.9244, loss: 2.9244, grad_norm: 3.8420 2020-07-27 05:53:20,420 - mmaction - INFO - Epoch [123][3320/3757] lr: 2.350e-02, eta: 1 day, 13:12:12, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.5953, loss_cls: 2.9825, loss: 2.9825, grad_norm: 3.8276 2020-07-27 05:53:31,719 - mmaction - INFO - Epoch [123][3340/3757] lr: 2.350e-02, eta: 1 day, 13:11:58, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.3633, top5_acc: 0.6125, loss_cls: 2.9006, loss: 2.9006, grad_norm: 3.7335 2020-07-27 05:53:43,207 - mmaction - INFO - Epoch [123][3360/3757] lr: 2.350e-02, eta: 1 day, 13:11:45, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3508, top5_acc: 0.5984, loss_cls: 2.9292, loss: 2.9292, grad_norm: 3.7569 2020-07-27 05:53:54,680 - mmaction - INFO - Epoch [123][3380/3757] lr: 2.350e-02, eta: 1 day, 13:11:32, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3430, top5_acc: 0.5828, loss_cls: 3.0704, loss: 3.0704, grad_norm: 3.8229 2020-07-27 05:54:06,005 - mmaction - INFO - Epoch [123][3400/3757] lr: 2.350e-02, eta: 1 day, 13:11:19, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3516, top5_acc: 0.5992, loss_cls: 2.9784, loss: 2.9784, grad_norm: 3.7833 2020-07-27 05:54:17,380 - mmaction - INFO - Epoch [123][3420/3757] lr: 2.350e-02, eta: 1 day, 13:11:06, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3578, top5_acc: 0.5977, loss_cls: 2.9544, loss: 2.9544, grad_norm: 3.7862 2020-07-27 05:54:28,822 - mmaction - INFO - Epoch [123][3440/3757] lr: 2.350e-02, eta: 1 day, 13:10:53, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3508, top5_acc: 0.5758, loss_cls: 3.0625, loss: 3.0625, grad_norm: 3.8286 2020-07-27 05:54:40,280 - mmaction - INFO - Epoch [123][3460/3757] lr: 2.350e-02, eta: 1 day, 13:10:39, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3648, top5_acc: 0.6070, loss_cls: 2.9425, loss: 2.9425, grad_norm: 3.8123 2020-07-27 05:54:51,735 - mmaction - INFO - Epoch [123][3480/3757] lr: 2.350e-02, eta: 1 day, 13:10:26, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3656, top5_acc: 0.6023, loss_cls: 2.9040, loss: 2.9040, grad_norm: 3.7419 2020-07-27 05:55:03,232 - mmaction - INFO - Epoch [123][3500/3757] lr: 2.350e-02, eta: 1 day, 13:10:13, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3445, top5_acc: 0.5992, loss_cls: 2.9085, loss: 2.9085, grad_norm: 3.7921 2020-07-27 05:55:14,734 - mmaction - INFO - Epoch [123][3520/3757] lr: 2.350e-02, eta: 1 day, 13:10:00, time: 0.575, data_time: 0.012, memory: 5232, top1_acc: 0.3484, top5_acc: 0.5867, loss_cls: 2.9993, loss: 2.9993, grad_norm: 3.8060 2020-07-27 05:55:26,075 - mmaction - INFO - Epoch [123][3540/3757] lr: 2.350e-02, eta: 1 day, 13:09:47, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3586, top5_acc: 0.6109, loss_cls: 2.8962, loss: 2.8962, grad_norm: 3.8828 2020-07-27 05:55:37,447 - mmaction - INFO - Epoch [123][3560/3757] lr: 2.350e-02, eta: 1 day, 13:09:34, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.5938, loss_cls: 2.9971, loss: 2.9971, grad_norm: 3.8326 2020-07-27 05:55:48,960 - mmaction - INFO - Epoch [123][3580/3757] lr: 2.350e-02, eta: 1 day, 13:09:21, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3578, top5_acc: 0.6211, loss_cls: 2.8500, loss: 2.8500, grad_norm: 3.8123 2020-07-27 05:56:00,494 - mmaction - INFO - Epoch [123][3600/3757] lr: 2.350e-02, eta: 1 day, 13:09:07, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3641, top5_acc: 0.5992, loss_cls: 2.8937, loss: 2.8937, grad_norm: 3.7728 2020-07-27 05:56:11,901 - mmaction - INFO - Epoch [123][3620/3757] lr: 2.350e-02, eta: 1 day, 13:08:54, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.3328, top5_acc: 0.5898, loss_cls: 3.0431, loss: 3.0431, grad_norm: 3.8588 2020-07-27 05:56:23,381 - mmaction - INFO - Epoch [123][3640/3757] lr: 2.350e-02, eta: 1 day, 13:08:41, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3750, top5_acc: 0.6195, loss_cls: 2.8536, loss: 2.8536, grad_norm: 3.6911 2020-07-27 05:56:34,947 - mmaction - INFO - Epoch [123][3660/3757] lr: 2.350e-02, eta: 1 day, 13:08:28, time: 0.578, data_time: 0.008, memory: 5232, top1_acc: 0.3594, top5_acc: 0.5984, loss_cls: 2.9291, loss: 2.9291, grad_norm: 3.7329 2020-07-27 05:56:46,333 - mmaction - INFO - Epoch [123][3680/3757] lr: 2.350e-02, eta: 1 day, 13:08:15, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3836, top5_acc: 0.6266, loss_cls: 2.8114, loss: 2.8114, grad_norm: 3.6582 2020-07-27 05:56:57,719 - mmaction - INFO - Epoch [123][3700/3757] lr: 2.350e-02, eta: 1 day, 13:08:02, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3758, top5_acc: 0.6180, loss_cls: 2.8562, loss: 2.8562, grad_norm: 3.8536 2020-07-27 05:57:09,133 - mmaction - INFO - Epoch [123][3720/3757] lr: 2.350e-02, eta: 1 day, 13:07:48, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3570, top5_acc: 0.6094, loss_cls: 2.9101, loss: 2.9101, grad_norm: 3.8538 2020-07-27 05:57:20,551 - mmaction - INFO - Epoch [123][3740/3757] lr: 2.350e-02, eta: 1 day, 13:07:35, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3508, top5_acc: 0.6016, loss_cls: 2.9585, loss: 2.9585, grad_norm: 3.7835 2020-07-27 06:02:40,615 - mmaction - INFO - Epoch [124][20/3757] lr: 2.277e-02, eta: 1 day, 13:10:15, time: 15.282, data_time: 14.590, memory: 5232, top1_acc: 0.3758, top5_acc: 0.6383, loss_cls: 2.7791, loss: 2.7791, grad_norm: 3.8097 2020-07-27 06:02:51,998 - mmaction - INFO - Epoch [124][40/3757] lr: 2.277e-02, eta: 1 day, 13:10:02, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.3734, top5_acc: 0.6172, loss_cls: 2.8805, loss: 2.8805, grad_norm: 3.8682 2020-07-27 06:03:03,363 - mmaction - INFO - Epoch [124][60/3757] lr: 2.277e-02, eta: 1 day, 13:09:49, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3789, top5_acc: 0.6391, loss_cls: 2.7745, loss: 2.7745, grad_norm: 3.8479 2020-07-27 06:03:14,839 - mmaction - INFO - Epoch [124][80/3757] lr: 2.277e-02, eta: 1 day, 13:09:36, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3563, top5_acc: 0.6031, loss_cls: 2.9202, loss: 2.9202, grad_norm: 3.8275 2020-07-27 06:03:26,151 - mmaction - INFO - Epoch [124][100/3757] lr: 2.277e-02, eta: 1 day, 13:09:22, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3539, top5_acc: 0.6094, loss_cls: 2.9065, loss: 2.9065, grad_norm: 3.8146 2020-07-27 06:03:37,503 - mmaction - INFO - Epoch [124][120/3757] lr: 2.277e-02, eta: 1 day, 13:09:09, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3555, top5_acc: 0.6156, loss_cls: 2.9159, loss: 2.9159, grad_norm: 3.7069 2020-07-27 06:03:48,881 - mmaction - INFO - Epoch [124][140/3757] lr: 2.277e-02, eta: 1 day, 13:08:56, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.3438, top5_acc: 0.6039, loss_cls: 2.9169, loss: 2.9169, grad_norm: 3.7329 2020-07-27 06:04:00,261 - mmaction - INFO - Epoch [124][160/3757] lr: 2.277e-02, eta: 1 day, 13:08:43, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3820, top5_acc: 0.6312, loss_cls: 2.7845, loss: 2.7845, grad_norm: 3.7621 2020-07-27 06:04:11,620 - mmaction - INFO - Epoch [124][180/3757] lr: 2.277e-02, eta: 1 day, 13:08:29, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3641, top5_acc: 0.6250, loss_cls: 2.8649, loss: 2.8649, grad_norm: 3.8405 2020-07-27 06:04:23,009 - mmaction - INFO - Epoch [124][200/3757] lr: 2.277e-02, eta: 1 day, 13:08:16, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3750, top5_acc: 0.6297, loss_cls: 2.8682, loss: 2.8682, grad_norm: 3.8756 2020-07-27 06:04:34,472 - mmaction - INFO - Epoch [124][220/3757] lr: 2.277e-02, eta: 1 day, 13:08:03, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3570, top5_acc: 0.6016, loss_cls: 2.9151, loss: 2.9151, grad_norm: 3.8222 2020-07-27 06:04:45,899 - mmaction - INFO - Epoch [124][240/3757] lr: 2.277e-02, eta: 1 day, 13:07:50, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3641, top5_acc: 0.6180, loss_cls: 2.8865, loss: 2.8865, grad_norm: 3.8313 2020-07-27 06:04:57,199 - mmaction - INFO - Epoch [124][260/3757] lr: 2.277e-02, eta: 1 day, 13:07:37, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3734, top5_acc: 0.6406, loss_cls: 2.7817, loss: 2.7817, grad_norm: 3.7297 2020-07-27 06:05:08,615 - mmaction - INFO - Epoch [124][280/3757] lr: 2.277e-02, eta: 1 day, 13:07:23, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3586, top5_acc: 0.6102, loss_cls: 2.9091, loss: 2.9091, grad_norm: 3.9160 2020-07-27 06:05:20,132 - mmaction - INFO - Epoch [124][300/3757] lr: 2.277e-02, eta: 1 day, 13:07:10, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3523, top5_acc: 0.5922, loss_cls: 2.9450, loss: 2.9450, grad_norm: 3.9141 2020-07-27 06:05:31,543 - mmaction - INFO - Epoch [124][320/3757] lr: 2.277e-02, eta: 1 day, 13:06:57, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3937, top5_acc: 0.6211, loss_cls: 2.8401, loss: 2.8401, grad_norm: 3.7737 2020-07-27 06:05:42,950 - mmaction - INFO - Epoch [124][340/3757] lr: 2.277e-02, eta: 1 day, 13:06:44, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3695, top5_acc: 0.6242, loss_cls: 2.8651, loss: 2.8651, grad_norm: 3.8494 2020-07-27 06:05:54,437 - mmaction - INFO - Epoch [124][360/3757] lr: 2.277e-02, eta: 1 day, 13:06:31, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3492, top5_acc: 0.5875, loss_cls: 3.0454, loss: 3.0454, grad_norm: 4.0607 2020-07-27 06:06:05,817 - mmaction - INFO - Epoch [124][380/3757] lr: 2.277e-02, eta: 1 day, 13:06:17, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3711, top5_acc: 0.6039, loss_cls: 2.9510, loss: 2.9510, grad_norm: 3.7990 2020-07-27 06:06:17,154 - mmaction - INFO - Epoch [124][400/3757] lr: 2.277e-02, eta: 1 day, 13:06:04, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3586, top5_acc: 0.6117, loss_cls: 2.8780, loss: 2.8780, grad_norm: 3.8879 2020-07-27 06:06:28,584 - mmaction - INFO - Epoch [124][420/3757] lr: 2.277e-02, eta: 1 day, 13:05:51, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3367, top5_acc: 0.6047, loss_cls: 2.9309, loss: 2.9309, grad_norm: 3.8270 2020-07-27 06:06:39,964 - mmaction - INFO - Epoch [124][440/3757] lr: 2.277e-02, eta: 1 day, 13:05:38, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3680, top5_acc: 0.6133, loss_cls: 2.8608, loss: 2.8608, grad_norm: 3.7672 2020-07-27 06:06:51,384 - mmaction - INFO - Epoch [124][460/3757] lr: 2.277e-02, eta: 1 day, 13:05:25, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3359, top5_acc: 0.6094, loss_cls: 2.8830, loss: 2.8830, grad_norm: 3.8629 2020-07-27 06:07:02,768 - mmaction - INFO - Epoch [124][480/3757] lr: 2.277e-02, eta: 1 day, 13:05:11, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3633, top5_acc: 0.6203, loss_cls: 2.8682, loss: 2.8682, grad_norm: 3.8259 2020-07-27 06:07:14,145 - mmaction - INFO - Epoch [124][500/3757] lr: 2.277e-02, eta: 1 day, 13:04:58, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3891, top5_acc: 0.6195, loss_cls: 2.8397, loss: 2.8397, grad_norm: 3.8784 2020-07-27 06:07:25,613 - mmaction - INFO - Epoch [124][520/3757] lr: 2.277e-02, eta: 1 day, 13:04:45, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3563, top5_acc: 0.6070, loss_cls: 2.9648, loss: 2.9648, grad_norm: 3.9962 2020-07-27 06:07:36,971 - mmaction - INFO - Epoch [124][540/3757] lr: 2.277e-02, eta: 1 day, 13:04:32, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3719, top5_acc: 0.6250, loss_cls: 2.8337, loss: 2.8337, grad_norm: 3.7893 2020-07-27 06:07:48,338 - mmaction - INFO - Epoch [124][560/3757] lr: 2.277e-02, eta: 1 day, 13:04:19, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.3648, top5_acc: 0.6023, loss_cls: 2.9149, loss: 2.9149, grad_norm: 3.7926 2020-07-27 06:07:59,743 - mmaction - INFO - Epoch [124][580/3757] lr: 2.277e-02, eta: 1 day, 13:04:05, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3648, top5_acc: 0.5773, loss_cls: 2.9384, loss: 2.9384, grad_norm: 3.7708 2020-07-27 06:08:11,271 - mmaction - INFO - Epoch [124][600/3757] lr: 2.277e-02, eta: 1 day, 13:03:52, time: 0.577, data_time: 0.011, memory: 5232, top1_acc: 0.3656, top5_acc: 0.5977, loss_cls: 2.9663, loss: 2.9663, grad_norm: 3.7625 2020-07-27 06:08:22,639 - mmaction - INFO - Epoch [124][620/3757] lr: 2.277e-02, eta: 1 day, 13:03:39, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3891, top5_acc: 0.6219, loss_cls: 2.8259, loss: 2.8259, grad_norm: 3.8159 2020-07-27 06:08:34,018 - mmaction - INFO - Epoch [124][640/3757] lr: 2.277e-02, eta: 1 day, 13:03:26, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3484, top5_acc: 0.6109, loss_cls: 2.9489, loss: 2.9489, grad_norm: 3.8818 2020-07-27 06:08:45,338 - mmaction - INFO - Epoch [124][660/3757] lr: 2.277e-02, eta: 1 day, 13:03:13, time: 0.566, data_time: 0.004, memory: 5232, top1_acc: 0.3641, top5_acc: 0.6125, loss_cls: 2.8863, loss: 2.8863, grad_norm: 3.8857 2020-07-27 06:08:56,814 - mmaction - INFO - Epoch [124][680/3757] lr: 2.277e-02, eta: 1 day, 13:02:59, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3719, top5_acc: 0.6070, loss_cls: 2.8823, loss: 2.8823, grad_norm: 3.8026 2020-07-27 06:09:08,341 - mmaction - INFO - Epoch [124][700/3757] lr: 2.277e-02, eta: 1 day, 13:02:46, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3836, top5_acc: 0.5953, loss_cls: 2.9369, loss: 2.9369, grad_norm: 3.7988 2020-07-27 06:09:19,823 - mmaction - INFO - Epoch [124][720/3757] lr: 2.277e-02, eta: 1 day, 13:02:33, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3789, top5_acc: 0.6156, loss_cls: 2.8732, loss: 2.8732, grad_norm: 3.7810 2020-07-27 06:09:31,279 - mmaction - INFO - Epoch [124][740/3757] lr: 2.277e-02, eta: 1 day, 13:02:20, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3812, top5_acc: 0.6312, loss_cls: 2.8091, loss: 2.8091, grad_norm: 3.8099 2020-07-27 06:09:42,832 - mmaction - INFO - Epoch [124][760/3757] lr: 2.277e-02, eta: 1 day, 13:02:07, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3438, top5_acc: 0.5859, loss_cls: 3.0422, loss: 3.0422, grad_norm: 3.9569 2020-07-27 06:09:54,263 - mmaction - INFO - Epoch [124][780/3757] lr: 2.277e-02, eta: 1 day, 13:01:54, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3672, top5_acc: 0.6344, loss_cls: 2.8525, loss: 2.8525, grad_norm: 3.8699 2020-07-27 06:10:05,589 - mmaction - INFO - Epoch [124][800/3757] lr: 2.277e-02, eta: 1 day, 13:01:40, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.3578, top5_acc: 0.5805, loss_cls: 3.0455, loss: 3.0455, grad_norm: 3.9055 2020-07-27 06:10:17,002 - mmaction - INFO - Epoch [124][820/3757] lr: 2.277e-02, eta: 1 day, 13:01:27, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.3633, top5_acc: 0.6250, loss_cls: 2.8191, loss: 2.8191, grad_norm: 3.7942 2020-07-27 06:10:28,379 - mmaction - INFO - Epoch [124][840/3757] lr: 2.277e-02, eta: 1 day, 13:01:14, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3609, top5_acc: 0.6023, loss_cls: 2.8995, loss: 2.8995, grad_norm: 3.8033 2020-07-27 06:10:39,751 - mmaction - INFO - Epoch [124][860/3757] lr: 2.277e-02, eta: 1 day, 13:01:01, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.3648, top5_acc: 0.5914, loss_cls: 2.9425, loss: 2.9425, grad_norm: 3.9551 2020-07-27 06:10:51,082 - mmaction - INFO - Epoch [124][880/3757] lr: 2.277e-02, eta: 1 day, 13:00:48, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3734, top5_acc: 0.6047, loss_cls: 2.8822, loss: 2.8822, grad_norm: 3.9513 2020-07-27 06:11:02,528 - mmaction - INFO - Epoch [124][900/3757] lr: 2.277e-02, eta: 1 day, 13:00:34, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3563, top5_acc: 0.6016, loss_cls: 2.9240, loss: 2.9240, grad_norm: 3.7461 2020-07-27 06:11:13,994 - mmaction - INFO - Epoch [124][920/3757] lr: 2.277e-02, eta: 1 day, 13:00:21, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3922, top5_acc: 0.6141, loss_cls: 2.8381, loss: 2.8381, grad_norm: 3.6683 2020-07-27 06:11:25,451 - mmaction - INFO - Epoch [124][940/3757] lr: 2.277e-02, eta: 1 day, 13:00:08, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3414, top5_acc: 0.5789, loss_cls: 2.9874, loss: 2.9874, grad_norm: 3.9271 2020-07-27 06:11:36,892 - mmaction - INFO - Epoch [124][960/3757] lr: 2.277e-02, eta: 1 day, 12:59:55, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3867, top5_acc: 0.6273, loss_cls: 2.7794, loss: 2.7794, grad_norm: 3.7761 2020-07-27 06:11:48,357 - mmaction - INFO - Epoch [124][980/3757] lr: 2.277e-02, eta: 1 day, 12:59:42, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3875, top5_acc: 0.6133, loss_cls: 2.8260, loss: 2.8260, grad_norm: 3.8153 2020-07-27 06:11:59,785 - mmaction - INFO - Epoch [124][1000/3757] lr: 2.277e-02, eta: 1 day, 12:59:29, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3820, top5_acc: 0.6258, loss_cls: 2.8164, loss: 2.8164, grad_norm: 3.8270 2020-07-27 06:12:11,210 - mmaction - INFO - Epoch [124][1020/3757] lr: 2.277e-02, eta: 1 day, 12:59:15, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5977, loss_cls: 3.0030, loss: 3.0030, grad_norm: 3.9163 2020-07-27 06:12:22,528 - mmaction - INFO - Epoch [124][1040/3757] lr: 2.277e-02, eta: 1 day, 12:59:02, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.3711, top5_acc: 0.6078, loss_cls: 2.9181, loss: 2.9181, grad_norm: 3.7017 2020-07-27 06:12:33,835 - mmaction - INFO - Epoch [124][1060/3757] lr: 2.277e-02, eta: 1 day, 12:58:49, time: 0.566, data_time: 0.004, memory: 5232, top1_acc: 0.3812, top5_acc: 0.6117, loss_cls: 2.8662, loss: 2.8662, grad_norm: 3.5619 2020-07-27 06:12:45,247 - mmaction - INFO - Epoch [124][1080/3757] lr: 2.277e-02, eta: 1 day, 12:58:36, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3688, top5_acc: 0.6172, loss_cls: 2.9302, loss: 2.9302, grad_norm: 3.7762 2020-07-27 06:12:56,651 - mmaction - INFO - Epoch [124][1100/3757] lr: 2.277e-02, eta: 1 day, 12:58:22, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3664, top5_acc: 0.6117, loss_cls: 2.8526, loss: 2.8526, grad_norm: 3.8491 2020-07-27 06:13:08,088 - mmaction - INFO - Epoch [124][1120/3757] lr: 2.277e-02, eta: 1 day, 12:58:09, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3523, top5_acc: 0.5891, loss_cls: 2.9632, loss: 2.9632, grad_norm: 3.8804 2020-07-27 06:13:19,453 - mmaction - INFO - Epoch [124][1140/3757] lr: 2.277e-02, eta: 1 day, 12:57:56, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3812, top5_acc: 0.6305, loss_cls: 2.8243, loss: 2.8243, grad_norm: 3.7639 2020-07-27 06:13:30,793 - mmaction - INFO - Epoch [124][1160/3757] lr: 2.277e-02, eta: 1 day, 12:57:43, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3516, top5_acc: 0.6062, loss_cls: 2.9628, loss: 2.9628, grad_norm: 3.7505 2020-07-27 06:13:42,293 - mmaction - INFO - Epoch [124][1180/3757] lr: 2.277e-02, eta: 1 day, 12:57:30, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3633, top5_acc: 0.6070, loss_cls: 2.8696, loss: 2.8696, grad_norm: 3.9212 2020-07-27 06:13:53,697 - mmaction - INFO - Epoch [124][1200/3757] lr: 2.277e-02, eta: 1 day, 12:57:17, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3805, top5_acc: 0.6258, loss_cls: 2.8412, loss: 2.8412, grad_norm: 3.8961 2020-07-27 06:14:05,128 - mmaction - INFO - Epoch [124][1220/3757] lr: 2.277e-02, eta: 1 day, 12:57:03, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3422, top5_acc: 0.5922, loss_cls: 2.9753, loss: 2.9753, grad_norm: 3.9168 2020-07-27 06:14:16,566 - mmaction - INFO - Epoch [124][1240/3757] lr: 2.277e-02, eta: 1 day, 12:56:50, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3672, top5_acc: 0.6195, loss_cls: 2.9068, loss: 2.9068, grad_norm: 3.7828 2020-07-27 06:14:27,965 - mmaction - INFO - Epoch [124][1260/3757] lr: 2.277e-02, eta: 1 day, 12:56:37, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3563, top5_acc: 0.6023, loss_cls: 2.9607, loss: 2.9607, grad_norm: 3.8430 2020-07-27 06:14:39,444 - mmaction - INFO - Epoch [124][1280/3757] lr: 2.277e-02, eta: 1 day, 12:56:24, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3375, top5_acc: 0.6008, loss_cls: 2.9365, loss: 2.9365, grad_norm: 4.0065 2020-07-27 06:14:50,815 - mmaction - INFO - Epoch [124][1300/3757] lr: 2.277e-02, eta: 1 day, 12:56:11, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3781, top5_acc: 0.6078, loss_cls: 2.9148, loss: 2.9148, grad_norm: 4.0083 2020-07-27 06:15:02,351 - mmaction - INFO - Epoch [124][1320/3757] lr: 2.277e-02, eta: 1 day, 12:55:57, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3781, top5_acc: 0.6062, loss_cls: 2.8655, loss: 2.8655, grad_norm: 3.8229 2020-07-27 06:15:13,650 - mmaction - INFO - Epoch [124][1340/3757] lr: 2.277e-02, eta: 1 day, 12:55:44, time: 0.565, data_time: 0.002, memory: 5232, top1_acc: 0.3766, top5_acc: 0.6008, loss_cls: 2.9198, loss: 2.9198, grad_norm: 3.8157 2020-07-27 06:15:25,090 - mmaction - INFO - Epoch [124][1360/3757] lr: 2.277e-02, eta: 1 day, 12:55:31, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3695, top5_acc: 0.6211, loss_cls: 2.8851, loss: 2.8851, grad_norm: 3.8039 2020-07-27 06:15:36,611 - mmaction - INFO - Epoch [124][1380/3757] lr: 2.277e-02, eta: 1 day, 12:55:18, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3523, top5_acc: 0.6070, loss_cls: 2.9379, loss: 2.9379, grad_norm: 3.8323 2020-07-27 06:15:48,025 - mmaction - INFO - Epoch [124][1400/3757] lr: 2.277e-02, eta: 1 day, 12:55:05, time: 0.571, data_time: 0.006, memory: 5232, top1_acc: 0.3711, top5_acc: 0.6320, loss_cls: 2.8627, loss: 2.8627, grad_norm: 3.8645 2020-07-27 06:15:59,448 - mmaction - INFO - Epoch [124][1420/3757] lr: 2.277e-02, eta: 1 day, 12:54:52, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3492, top5_acc: 0.6047, loss_cls: 3.0060, loss: 3.0060, grad_norm: 3.8936 2020-07-27 06:16:10,791 - mmaction - INFO - Epoch [124][1440/3757] lr: 2.277e-02, eta: 1 day, 12:54:38, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.3789, top5_acc: 0.6328, loss_cls: 2.8111, loss: 2.8111, grad_norm: 3.8828 2020-07-27 06:16:22,227 - mmaction - INFO - Epoch [124][1460/3757] lr: 2.277e-02, eta: 1 day, 12:54:25, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.3539, top5_acc: 0.6039, loss_cls: 2.9215, loss: 2.9215, grad_norm: 3.9115 2020-07-27 06:16:33,752 - mmaction - INFO - Epoch [124][1480/3757] lr: 2.277e-02, eta: 1 day, 12:54:12, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3539, top5_acc: 0.5938, loss_cls: 2.9432, loss: 2.9432, grad_norm: 3.8427 2020-07-27 06:16:45,098 - mmaction - INFO - Epoch [124][1500/3757] lr: 2.277e-02, eta: 1 day, 12:53:59, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.3773, top5_acc: 0.6078, loss_cls: 2.8886, loss: 2.8886, grad_norm: 3.9733 2020-07-27 06:16:56,533 - mmaction - INFO - Epoch [124][1520/3757] lr: 2.277e-02, eta: 1 day, 12:53:46, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3852, top5_acc: 0.6289, loss_cls: 2.8003, loss: 2.8003, grad_norm: 3.7615 2020-07-27 06:17:08,014 - mmaction - INFO - Epoch [124][1540/3757] lr: 2.277e-02, eta: 1 day, 12:53:33, time: 0.574, data_time: 0.011, memory: 5232, top1_acc: 0.3742, top5_acc: 0.6164, loss_cls: 2.8777, loss: 2.8777, grad_norm: 3.8346 2020-07-27 06:17:19,465 - mmaction - INFO - Epoch [124][1560/3757] lr: 2.277e-02, eta: 1 day, 12:53:19, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3633, top5_acc: 0.6203, loss_cls: 2.8451, loss: 2.8451, grad_norm: 3.7170 2020-07-27 06:17:30,917 - mmaction - INFO - Epoch [124][1580/3757] lr: 2.277e-02, eta: 1 day, 12:53:06, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3672, top5_acc: 0.6227, loss_cls: 2.8075, loss: 2.8075, grad_norm: 3.7523 2020-07-27 06:17:42,365 - mmaction - INFO - Epoch [124][1600/3757] lr: 2.277e-02, eta: 1 day, 12:52:53, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3555, top5_acc: 0.6281, loss_cls: 2.8557, loss: 2.8557, grad_norm: 3.9422 2020-07-27 06:17:53,892 - mmaction - INFO - Epoch [124][1620/3757] lr: 2.277e-02, eta: 1 day, 12:52:40, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.3547, top5_acc: 0.5844, loss_cls: 2.9771, loss: 2.9771, grad_norm: 3.9124 2020-07-27 06:18:05,356 - mmaction - INFO - Epoch [124][1640/3757] lr: 2.277e-02, eta: 1 day, 12:52:27, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3648, top5_acc: 0.6102, loss_cls: 2.9330, loss: 2.9330, grad_norm: 3.8289 2020-07-27 06:18:16,972 - mmaction - INFO - Epoch [124][1660/3757] lr: 2.277e-02, eta: 1 day, 12:52:14, time: 0.580, data_time: 0.003, memory: 5232, top1_acc: 0.3578, top5_acc: 0.6164, loss_cls: 2.7888, loss: 2.7888, grad_norm: 3.6809 2020-07-27 06:18:28,275 - mmaction - INFO - Epoch [124][1680/3757] lr: 2.277e-02, eta: 1 day, 12:52:00, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.3641, top5_acc: 0.6055, loss_cls: 3.0124, loss: 3.0124, grad_norm: 3.9881 2020-07-27 06:18:39,740 - mmaction - INFO - Epoch [124][1700/3757] lr: 2.277e-02, eta: 1 day, 12:51:47, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3312, top5_acc: 0.5953, loss_cls: 3.0621, loss: 3.0621, grad_norm: 3.9360 2020-07-27 06:18:51,291 - mmaction - INFO - Epoch [124][1720/3757] lr: 2.277e-02, eta: 1 day, 12:51:34, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3477, top5_acc: 0.5914, loss_cls: 3.0103, loss: 3.0103, grad_norm: 3.8053 2020-07-27 06:19:02,662 - mmaction - INFO - Epoch [124][1740/3757] lr: 2.277e-02, eta: 1 day, 12:51:21, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3641, top5_acc: 0.6086, loss_cls: 2.9122, loss: 2.9122, grad_norm: 3.7703 2020-07-27 06:19:14,056 - mmaction - INFO - Epoch [124][1760/3757] lr: 2.277e-02, eta: 1 day, 12:51:08, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3586, top5_acc: 0.6117, loss_cls: 2.9040, loss: 2.9040, grad_norm: 3.7889 2020-07-27 06:19:25,446 - mmaction - INFO - Epoch [124][1780/3757] lr: 2.277e-02, eta: 1 day, 12:50:55, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3609, top5_acc: 0.6031, loss_cls: 2.9106, loss: 2.9106, grad_norm: 3.8911 2020-07-27 06:19:36,798 - mmaction - INFO - Epoch [124][1800/3757] lr: 2.277e-02, eta: 1 day, 12:50:41, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3594, top5_acc: 0.5906, loss_cls: 2.9892, loss: 2.9892, grad_norm: 3.9457 2020-07-27 06:19:48,220 - mmaction - INFO - Epoch [124][1820/3757] lr: 2.277e-02, eta: 1 day, 12:50:28, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3422, top5_acc: 0.5797, loss_cls: 3.0092, loss: 3.0092, grad_norm: 3.9827 2020-07-27 06:19:59,544 - mmaction - INFO - Epoch [124][1840/3757] lr: 2.277e-02, eta: 1 day, 12:50:15, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3789, top5_acc: 0.6164, loss_cls: 2.8864, loss: 2.8864, grad_norm: 3.8748 2020-07-27 06:20:11,001 - mmaction - INFO - Epoch [124][1860/3757] lr: 2.277e-02, eta: 1 day, 12:50:02, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3422, top5_acc: 0.5875, loss_cls: 2.9997, loss: 2.9997, grad_norm: 3.9731 2020-07-27 06:20:22,487 - mmaction - INFO - Epoch [124][1880/3757] lr: 2.277e-02, eta: 1 day, 12:49:49, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3727, top5_acc: 0.6008, loss_cls: 2.9257, loss: 2.9257, grad_norm: 3.8051 2020-07-27 06:20:33,861 - mmaction - INFO - Epoch [124][1900/3757] lr: 2.277e-02, eta: 1 day, 12:49:35, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3563, top5_acc: 0.6008, loss_cls: 2.9495, loss: 2.9495, grad_norm: 3.8062 2020-07-27 06:20:45,357 - mmaction - INFO - Epoch [124][1920/3757] lr: 2.277e-02, eta: 1 day, 12:49:22, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3688, top5_acc: 0.5930, loss_cls: 2.9327, loss: 2.9327, grad_norm: 3.8360 2020-07-27 06:20:56,827 - mmaction - INFO - Epoch [124][1940/3757] lr: 2.277e-02, eta: 1 day, 12:49:09, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.3563, top5_acc: 0.5969, loss_cls: 2.9285, loss: 2.9285, grad_norm: 3.9100 2020-07-27 06:21:08,228 - mmaction - INFO - Epoch [124][1960/3757] lr: 2.277e-02, eta: 1 day, 12:48:56, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3547, top5_acc: 0.5883, loss_cls: 2.9836, loss: 2.9836, grad_norm: 3.9217 2020-07-27 06:21:19,620 - mmaction - INFO - Epoch [124][1980/3757] lr: 2.277e-02, eta: 1 day, 12:48:43, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3641, top5_acc: 0.6102, loss_cls: 2.9255, loss: 2.9255, grad_norm: 3.7687 2020-07-27 06:21:30,984 - mmaction - INFO - Epoch [124][2000/3757] lr: 2.277e-02, eta: 1 day, 12:48:30, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3594, top5_acc: 0.6312, loss_cls: 2.7877, loss: 2.7877, grad_norm: 3.7806 2020-07-27 06:21:42,383 - mmaction - INFO - Epoch [124][2020/3757] lr: 2.277e-02, eta: 1 day, 12:48:16, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3508, top5_acc: 0.6062, loss_cls: 2.9391, loss: 2.9391, grad_norm: 3.7892 2020-07-27 06:21:53,845 - mmaction - INFO - Epoch [124][2040/3757] lr: 2.277e-02, eta: 1 day, 12:48:03, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.3891, top5_acc: 0.6445, loss_cls: 2.8331, loss: 2.8331, grad_norm: 3.8212 2020-07-27 06:22:05,256 - mmaction - INFO - Epoch [124][2060/3757] lr: 2.277e-02, eta: 1 day, 12:47:50, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3570, top5_acc: 0.6117, loss_cls: 2.9001, loss: 2.9001, grad_norm: 3.8169 2020-07-27 06:22:16,673 - mmaction - INFO - Epoch [124][2080/3757] lr: 2.277e-02, eta: 1 day, 12:47:37, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3703, top5_acc: 0.6008, loss_cls: 2.9151, loss: 2.9151, grad_norm: 3.8745 2020-07-27 06:22:28,043 - mmaction - INFO - Epoch [124][2100/3757] lr: 2.277e-02, eta: 1 day, 12:47:24, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3617, top5_acc: 0.6164, loss_cls: 2.9183, loss: 2.9183, grad_norm: 3.7599 2020-07-27 06:22:39,363 - mmaction - INFO - Epoch [124][2120/3757] lr: 2.277e-02, eta: 1 day, 12:47:10, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3633, top5_acc: 0.6094, loss_cls: 2.8738, loss: 2.8738, grad_norm: 3.8628 2020-07-27 06:22:50,780 - mmaction - INFO - Epoch [124][2140/3757] lr: 2.277e-02, eta: 1 day, 12:46:57, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3578, top5_acc: 0.5797, loss_cls: 2.9533, loss: 2.9533, grad_norm: 3.8660 2020-07-27 06:23:02,262 - mmaction - INFO - Epoch [124][2160/3757] lr: 2.277e-02, eta: 1 day, 12:46:44, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3680, top5_acc: 0.6188, loss_cls: 2.9302, loss: 2.9302, grad_norm: 3.8462 2020-07-27 06:23:13,622 - mmaction - INFO - Epoch [124][2180/3757] lr: 2.277e-02, eta: 1 day, 12:46:31, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3508, top5_acc: 0.6023, loss_cls: 2.9315, loss: 2.9315, grad_norm: 3.9550 2020-07-27 06:23:24,995 - mmaction - INFO - Epoch [124][2200/3757] lr: 2.277e-02, eta: 1 day, 12:46:18, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3422, top5_acc: 0.5961, loss_cls: 3.0194, loss: 3.0194, grad_norm: 3.9176 2020-07-27 06:23:36,419 - mmaction - INFO - Epoch [124][2220/3757] lr: 2.277e-02, eta: 1 day, 12:46:05, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3648, top5_acc: 0.6031, loss_cls: 2.9571, loss: 2.9571, grad_norm: 3.8987 2020-07-27 06:23:47,943 - mmaction - INFO - Epoch [124][2240/3757] lr: 2.277e-02, eta: 1 day, 12:45:51, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.3602, top5_acc: 0.6086, loss_cls: 2.9467, loss: 2.9467, grad_norm: 3.9153 2020-07-27 06:23:59,353 - mmaction - INFO - Epoch [124][2260/3757] lr: 2.277e-02, eta: 1 day, 12:45:38, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.3453, top5_acc: 0.6008, loss_cls: 2.9844, loss: 2.9844, grad_norm: 3.9211 2020-07-27 06:24:10,851 - mmaction - INFO - Epoch [124][2280/3757] lr: 2.277e-02, eta: 1 day, 12:45:25, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3641, top5_acc: 0.6211, loss_cls: 2.8411, loss: 2.8411, grad_norm: 3.8523 2020-07-27 06:24:22,385 - mmaction - INFO - Epoch [124][2300/3757] lr: 2.277e-02, eta: 1 day, 12:45:12, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3703, top5_acc: 0.6039, loss_cls: 2.9413, loss: 2.9413, grad_norm: 3.8441 2020-07-27 06:24:33,815 - mmaction - INFO - Epoch [124][2320/3757] lr: 2.277e-02, eta: 1 day, 12:44:59, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3688, top5_acc: 0.5984, loss_cls: 2.9594, loss: 2.9594, grad_norm: 3.8933 2020-07-27 06:24:45,276 - mmaction - INFO - Epoch [124][2340/3757] lr: 2.277e-02, eta: 1 day, 12:44:46, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3375, top5_acc: 0.5883, loss_cls: 3.0076, loss: 3.0076, grad_norm: 3.7815 2020-07-27 06:24:56,687 - mmaction - INFO - Epoch [124][2360/3757] lr: 2.277e-02, eta: 1 day, 12:44:33, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3570, top5_acc: 0.6109, loss_cls: 2.9256, loss: 2.9256, grad_norm: 3.7864 2020-07-27 06:25:08,087 - mmaction - INFO - Epoch [124][2380/3757] lr: 2.277e-02, eta: 1 day, 12:44:19, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.6141, loss_cls: 2.8584, loss: 2.8584, grad_norm: 3.9101 2020-07-27 06:25:19,513 - mmaction - INFO - Epoch [124][2400/3757] lr: 2.277e-02, eta: 1 day, 12:44:06, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3633, top5_acc: 0.6242, loss_cls: 2.9020, loss: 2.9020, grad_norm: 3.7853 2020-07-27 06:25:31,039 - mmaction - INFO - Epoch [124][2420/3757] lr: 2.277e-02, eta: 1 day, 12:43:53, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3492, top5_acc: 0.5961, loss_cls: 2.9255, loss: 2.9255, grad_norm: 3.7538 2020-07-27 06:25:42,483 - mmaction - INFO - Epoch [124][2440/3757] lr: 2.277e-02, eta: 1 day, 12:43:40, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3414, top5_acc: 0.6117, loss_cls: 3.0183, loss: 3.0183, grad_norm: 3.8216 2020-07-27 06:25:53,889 - mmaction - INFO - Epoch [124][2460/3757] lr: 2.277e-02, eta: 1 day, 12:43:27, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3781, top5_acc: 0.6125, loss_cls: 2.8391, loss: 2.8391, grad_norm: 3.6996 2020-07-27 06:26:05,337 - mmaction - INFO - Epoch [124][2480/3757] lr: 2.277e-02, eta: 1 day, 12:43:14, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.3664, top5_acc: 0.6016, loss_cls: 2.9449, loss: 2.9449, grad_norm: 3.8920 2020-07-27 06:26:16,784 - mmaction - INFO - Epoch [124][2500/3757] lr: 2.277e-02, eta: 1 day, 12:43:00, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3672, top5_acc: 0.5922, loss_cls: 2.9221, loss: 2.9221, grad_norm: 3.8054 2020-07-27 06:26:28,136 - mmaction - INFO - Epoch [124][2520/3757] lr: 2.277e-02, eta: 1 day, 12:42:47, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3734, top5_acc: 0.5914, loss_cls: 3.0111, loss: 3.0111, grad_norm: 3.9045 2020-07-27 06:26:39,574 - mmaction - INFO - Epoch [124][2540/3757] lr: 2.277e-02, eta: 1 day, 12:42:34, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3664, top5_acc: 0.6094, loss_cls: 2.8912, loss: 2.8912, grad_norm: 3.8525 2020-07-27 06:26:51,024 - mmaction - INFO - Epoch [124][2560/3757] lr: 2.277e-02, eta: 1 day, 12:42:21, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3656, top5_acc: 0.6141, loss_cls: 2.8681, loss: 2.8681, grad_norm: 3.8394 2020-07-27 06:27:02,480 - mmaction - INFO - Epoch [124][2580/3757] lr: 2.277e-02, eta: 1 day, 12:42:08, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3898, top5_acc: 0.6234, loss_cls: 2.8683, loss: 2.8683, grad_norm: 3.8096 2020-07-27 06:27:13,911 - mmaction - INFO - Epoch [124][2600/3757] lr: 2.277e-02, eta: 1 day, 12:41:55, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3508, top5_acc: 0.6086, loss_cls: 2.9145, loss: 2.9145, grad_norm: 3.8706 2020-07-27 06:27:25,387 - mmaction - INFO - Epoch [124][2620/3757] lr: 2.277e-02, eta: 1 day, 12:41:41, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3516, top5_acc: 0.6039, loss_cls: 2.9082, loss: 2.9082, grad_norm: 3.7905 2020-07-27 06:27:36,863 - mmaction - INFO - Epoch [124][2640/3757] lr: 2.277e-02, eta: 1 day, 12:41:28, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3797, top5_acc: 0.6008, loss_cls: 2.8960, loss: 2.8960, grad_norm: 3.8729 2020-07-27 06:27:48,315 - mmaction - INFO - Epoch [124][2660/3757] lr: 2.277e-02, eta: 1 day, 12:41:15, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3602, top5_acc: 0.6008, loss_cls: 2.9790, loss: 2.9790, grad_norm: 3.9592 2020-07-27 06:27:59,681 - mmaction - INFO - Epoch [124][2680/3757] lr: 2.277e-02, eta: 1 day, 12:41:02, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.3922, top5_acc: 0.6266, loss_cls: 2.7856, loss: 2.7856, grad_norm: 3.7671 2020-07-27 06:28:11,301 - mmaction - INFO - Epoch [124][2700/3757] lr: 2.277e-02, eta: 1 day, 12:40:49, time: 0.581, data_time: 0.019, memory: 5232, top1_acc: 0.3859, top5_acc: 0.6219, loss_cls: 2.7987, loss: 2.7987, grad_norm: 3.7349 2020-07-27 06:28:22,777 - mmaction - INFO - Epoch [124][2720/3757] lr: 2.277e-02, eta: 1 day, 12:40:36, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3812, top5_acc: 0.6062, loss_cls: 2.8518, loss: 2.8518, grad_norm: 3.8336 2020-07-27 06:28:34,153 - mmaction - INFO - Epoch [124][2740/3757] lr: 2.277e-02, eta: 1 day, 12:40:23, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.3617, top5_acc: 0.5984, loss_cls: 2.9211, loss: 2.9211, grad_norm: 3.8937 2020-07-27 06:28:45,582 - mmaction - INFO - Epoch [124][2760/3757] lr: 2.277e-02, eta: 1 day, 12:40:09, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.3578, top5_acc: 0.6102, loss_cls: 2.8882, loss: 2.8882, grad_norm: 3.8751 2020-07-27 06:28:56,997 - mmaction - INFO - Epoch [124][2780/3757] lr: 2.277e-02, eta: 1 day, 12:39:56, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3555, top5_acc: 0.6109, loss_cls: 2.8786, loss: 2.8786, grad_norm: 3.7806 2020-07-27 06:29:08,438 - mmaction - INFO - Epoch [124][2800/3757] lr: 2.277e-02, eta: 1 day, 12:39:43, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3781, top5_acc: 0.6180, loss_cls: 2.8103, loss: 2.8103, grad_norm: 3.8671 2020-07-27 06:29:19,867 - mmaction - INFO - Epoch [124][2820/3757] lr: 2.277e-02, eta: 1 day, 12:39:30, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.3523, top5_acc: 0.5969, loss_cls: 2.9657, loss: 2.9657, grad_norm: 3.9197 2020-07-27 06:29:31,327 - mmaction - INFO - Epoch [124][2840/3757] lr: 2.277e-02, eta: 1 day, 12:39:17, time: 0.573, data_time: 0.010, memory: 5232, top1_acc: 0.3563, top5_acc: 0.6188, loss_cls: 2.8253, loss: 2.8253, grad_norm: 3.7918 2020-07-27 06:29:42,867 - mmaction - INFO - Epoch [124][2860/3757] lr: 2.277e-02, eta: 1 day, 12:39:04, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3484, top5_acc: 0.6047, loss_cls: 2.9987, loss: 2.9987, grad_norm: 3.9052 2020-07-27 06:29:54,212 - mmaction - INFO - Epoch [124][2880/3757] lr: 2.277e-02, eta: 1 day, 12:38:51, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3758, top5_acc: 0.6203, loss_cls: 2.8828, loss: 2.8828, grad_norm: 3.7970 2020-07-27 06:30:05,619 - mmaction - INFO - Epoch [124][2900/3757] lr: 2.277e-02, eta: 1 day, 12:38:37, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3680, top5_acc: 0.6086, loss_cls: 2.9286, loss: 2.9286, grad_norm: 3.9377 2020-07-27 06:30:17,000 - mmaction - INFO - Epoch [124][2920/3757] lr: 2.277e-02, eta: 1 day, 12:38:24, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3586, top5_acc: 0.6039, loss_cls: 2.9034, loss: 2.9034, grad_norm: 3.8962 2020-07-27 06:30:28,429 - mmaction - INFO - Epoch [124][2940/3757] lr: 2.277e-02, eta: 1 day, 12:38:11, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3492, top5_acc: 0.5883, loss_cls: 2.9577, loss: 2.9577, grad_norm: 3.9530 2020-07-27 06:30:39,943 - mmaction - INFO - Epoch [124][2960/3757] lr: 2.277e-02, eta: 1 day, 12:37:58, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3625, top5_acc: 0.6031, loss_cls: 2.9191, loss: 2.9191, grad_norm: 3.8602 2020-07-27 06:30:51,479 - mmaction - INFO - Epoch [124][2980/3757] lr: 2.277e-02, eta: 1 day, 12:37:45, time: 0.577, data_time: 0.006, memory: 5232, top1_acc: 0.3445, top5_acc: 0.6055, loss_cls: 2.9458, loss: 2.9458, grad_norm: 3.8437 2020-07-27 06:31:02,769 - mmaction - INFO - Epoch [124][3000/3757] lr: 2.277e-02, eta: 1 day, 12:37:32, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.3578, top5_acc: 0.6156, loss_cls: 2.8349, loss: 2.8349, grad_norm: 3.8255 2020-07-27 06:31:14,203 - mmaction - INFO - Epoch [124][3020/3757] lr: 2.277e-02, eta: 1 day, 12:37:18, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3695, top5_acc: 0.6078, loss_cls: 2.9313, loss: 2.9313, grad_norm: 3.9749 2020-07-27 06:31:25,611 - mmaction - INFO - Epoch [124][3040/3757] lr: 2.277e-02, eta: 1 day, 12:37:05, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3633, top5_acc: 0.5969, loss_cls: 2.8873, loss: 2.8873, grad_norm: 3.8799 2020-07-27 06:31:37,131 - mmaction - INFO - Epoch [124][3060/3757] lr: 2.277e-02, eta: 1 day, 12:36:52, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3484, top5_acc: 0.5961, loss_cls: 3.0265, loss: 3.0265, grad_norm: 3.9337 2020-07-27 06:31:48,484 - mmaction - INFO - Epoch [124][3080/3757] lr: 2.277e-02, eta: 1 day, 12:36:39, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3633, top5_acc: 0.6141, loss_cls: 2.8728, loss: 2.8728, grad_norm: 3.8847 2020-07-27 06:31:59,814 - mmaction - INFO - Epoch [124][3100/3757] lr: 2.277e-02, eta: 1 day, 12:36:26, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3586, top5_acc: 0.6008, loss_cls: 2.9073, loss: 2.9073, grad_norm: 3.9339 2020-07-27 06:32:11,311 - mmaction - INFO - Epoch [124][3120/3757] lr: 2.277e-02, eta: 1 day, 12:36:13, time: 0.575, data_time: 0.013, memory: 5232, top1_acc: 0.3648, top5_acc: 0.6000, loss_cls: 2.9806, loss: 2.9806, grad_norm: 4.0062 2020-07-27 06:32:22,743 - mmaction - INFO - Epoch [124][3140/3757] lr: 2.277e-02, eta: 1 day, 12:35:59, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3797, top5_acc: 0.6258, loss_cls: 2.8247, loss: 2.8247, grad_norm: 3.7998 2020-07-27 06:32:34,236 - mmaction - INFO - Epoch [124][3160/3757] lr: 2.277e-02, eta: 1 day, 12:35:46, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3688, top5_acc: 0.6148, loss_cls: 2.8905, loss: 2.8905, grad_norm: 3.9032 2020-07-27 06:32:45,525 - mmaction - INFO - Epoch [124][3180/3757] lr: 2.277e-02, eta: 1 day, 12:35:33, time: 0.564, data_time: 0.001, memory: 5232, top1_acc: 0.3484, top5_acc: 0.6000, loss_cls: 2.9352, loss: 2.9352, grad_norm: 3.9018 2020-07-27 06:32:57,006 - mmaction - INFO - Epoch [124][3200/3757] lr: 2.277e-02, eta: 1 day, 12:35:20, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3703, top5_acc: 0.6070, loss_cls: 2.8995, loss: 2.8995, grad_norm: 3.8802 2020-07-27 06:33:08,480 - mmaction - INFO - Epoch [124][3220/3757] lr: 2.277e-02, eta: 1 day, 12:35:07, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3406, top5_acc: 0.6000, loss_cls: 2.9529, loss: 2.9529, grad_norm: 3.8758 2020-07-27 06:33:19,891 - mmaction - INFO - Epoch [124][3240/3757] lr: 2.277e-02, eta: 1 day, 12:34:54, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3414, top5_acc: 0.6109, loss_cls: 2.9998, loss: 2.9998, grad_norm: 3.8626 2020-07-27 06:33:31,320 - mmaction - INFO - Epoch [124][3260/3757] lr: 2.277e-02, eta: 1 day, 12:34:40, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3563, top5_acc: 0.6008, loss_cls: 2.9899, loss: 2.9899, grad_norm: 3.8054 2020-07-27 06:33:42,795 - mmaction - INFO - Epoch [124][3280/3757] lr: 2.277e-02, eta: 1 day, 12:34:27, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3586, top5_acc: 0.6156, loss_cls: 2.9211, loss: 2.9211, grad_norm: 3.7815 2020-07-27 06:33:54,173 - mmaction - INFO - Epoch [124][3300/3757] lr: 2.277e-02, eta: 1 day, 12:34:14, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3469, top5_acc: 0.5836, loss_cls: 2.9892, loss: 2.9892, grad_norm: 3.8286 2020-07-27 06:34:05,628 - mmaction - INFO - Epoch [124][3320/3757] lr: 2.277e-02, eta: 1 day, 12:34:01, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.3570, top5_acc: 0.5977, loss_cls: 2.9872, loss: 2.9872, grad_norm: 3.8044 2020-07-27 06:34:17,172 - mmaction - INFO - Epoch [124][3340/3757] lr: 2.277e-02, eta: 1 day, 12:33:48, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3492, top5_acc: 0.6070, loss_cls: 2.9499, loss: 2.9499, grad_norm: 3.8808 2020-07-27 06:34:28,689 - mmaction - INFO - Epoch [124][3360/3757] lr: 2.277e-02, eta: 1 day, 12:33:35, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.3477, top5_acc: 0.6062, loss_cls: 2.9479, loss: 2.9479, grad_norm: 3.9112 2020-07-27 06:34:40,121 - mmaction - INFO - Epoch [124][3380/3757] lr: 2.277e-02, eta: 1 day, 12:33:22, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3758, top5_acc: 0.6227, loss_cls: 2.8833, loss: 2.8833, grad_norm: 3.7355 2020-07-27 06:34:51,446 - mmaction - INFO - Epoch [124][3400/3757] lr: 2.277e-02, eta: 1 day, 12:33:08, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3766, top5_acc: 0.6203, loss_cls: 2.8847, loss: 2.8847, grad_norm: 3.7469 2020-07-27 06:35:02,931 - mmaction - INFO - Epoch [124][3420/3757] lr: 2.277e-02, eta: 1 day, 12:32:55, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3344, top5_acc: 0.6039, loss_cls: 3.0019, loss: 3.0019, grad_norm: 3.8943 2020-07-27 06:35:14,306 - mmaction - INFO - Epoch [124][3440/3757] lr: 2.277e-02, eta: 1 day, 12:32:42, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.3625, top5_acc: 0.6008, loss_cls: 2.9118, loss: 2.9118, grad_norm: 3.6934 2020-07-27 06:35:25,810 - mmaction - INFO - Epoch [124][3460/3757] lr: 2.277e-02, eta: 1 day, 12:32:29, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3625, top5_acc: 0.6031, loss_cls: 2.8780, loss: 2.8780, grad_norm: 3.8504 2020-07-27 06:35:37,371 - mmaction - INFO - Epoch [124][3480/3757] lr: 2.277e-02, eta: 1 day, 12:32:16, time: 0.577, data_time: 0.009, memory: 5232, top1_acc: 0.3672, top5_acc: 0.6359, loss_cls: 2.8279, loss: 2.8279, grad_norm: 3.8780 2020-07-27 06:35:48,831 - mmaction - INFO - Epoch [124][3500/3757] lr: 2.277e-02, eta: 1 day, 12:32:03, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3664, top5_acc: 0.6312, loss_cls: 2.8168, loss: 2.8168, grad_norm: 3.7990 2020-07-27 06:36:00,182 - mmaction - INFO - Epoch [124][3520/3757] lr: 2.277e-02, eta: 1 day, 12:31:50, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3422, top5_acc: 0.6008, loss_cls: 2.9831, loss: 2.9831, grad_norm: 3.9163 2020-07-27 06:36:11,626 - mmaction - INFO - Epoch [124][3540/3757] lr: 2.277e-02, eta: 1 day, 12:31:36, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3422, top5_acc: 0.5992, loss_cls: 2.9988, loss: 2.9988, grad_norm: 3.8069 2020-07-27 06:36:23,100 - mmaction - INFO - Epoch [124][3560/3757] lr: 2.277e-02, eta: 1 day, 12:31:23, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.3516, top5_acc: 0.6125, loss_cls: 2.9102, loss: 2.9102, grad_norm: 3.8354 2020-07-27 06:36:34,586 - mmaction - INFO - Epoch [124][3580/3757] lr: 2.277e-02, eta: 1 day, 12:31:10, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3625, top5_acc: 0.6188, loss_cls: 2.8782, loss: 2.8782, grad_norm: 3.8942 2020-07-27 06:36:46,015 - mmaction - INFO - Epoch [124][3600/3757] lr: 2.277e-02, eta: 1 day, 12:30:57, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3602, top5_acc: 0.6133, loss_cls: 2.8806, loss: 2.8806, grad_norm: 3.8224 2020-07-27 06:36:57,495 - mmaction - INFO - Epoch [124][3620/3757] lr: 2.277e-02, eta: 1 day, 12:30:44, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3609, top5_acc: 0.6195, loss_cls: 2.8634, loss: 2.8634, grad_norm: 3.9132 2020-07-27 06:37:08,843 - mmaction - INFO - Epoch [124][3640/3757] lr: 2.277e-02, eta: 1 day, 12:30:31, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3648, top5_acc: 0.6203, loss_cls: 2.8842, loss: 2.8842, grad_norm: 3.9077 2020-07-27 06:37:20,326 - mmaction - INFO - Epoch [124][3660/3757] lr: 2.277e-02, eta: 1 day, 12:30:18, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3602, top5_acc: 0.5906, loss_cls: 2.9834, loss: 2.9834, grad_norm: 3.8141 2020-07-27 06:37:31,755 - mmaction - INFO - Epoch [124][3680/3757] lr: 2.277e-02, eta: 1 day, 12:30:04, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3875, top5_acc: 0.6188, loss_cls: 2.8384, loss: 2.8384, grad_norm: 3.7204 2020-07-27 06:37:43,256 - mmaction - INFO - Epoch [124][3700/3757] lr: 2.277e-02, eta: 1 day, 12:29:51, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3469, top5_acc: 0.6094, loss_cls: 2.8994, loss: 2.8994, grad_norm: 3.8552 2020-07-27 06:37:54,655 - mmaction - INFO - Epoch [124][3720/3757] lr: 2.277e-02, eta: 1 day, 12:29:38, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3719, top5_acc: 0.6172, loss_cls: 2.9193, loss: 2.9193, grad_norm: 3.9115 2020-07-27 06:38:06,036 - mmaction - INFO - Epoch [124][3740/3757] lr: 2.277e-02, eta: 1 day, 12:29:25, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3680, top5_acc: 0.6023, loss_cls: 2.9228, loss: 2.9228, grad_norm: 3.8367 2020-07-27 06:41:26,104 - mmaction - INFO - Epoch [125][20/3757] lr: 2.204e-02, eta: 1 day, 12:30:43, time: 9.149, data_time: 8.449, memory: 5232, top1_acc: 0.3547, top5_acc: 0.6312, loss_cls: 2.8408, loss: 2.8408, grad_norm: 3.7472 2020-07-27 06:41:37,393 - mmaction - INFO - Epoch [125][40/3757] lr: 2.204e-02, eta: 1 day, 12:30:29, time: 0.564, data_time: 0.006, memory: 5232, top1_acc: 0.3445, top5_acc: 0.6117, loss_cls: 2.9251, loss: 2.9251, grad_norm: 3.8401 2020-07-27 06:41:48,679 - mmaction - INFO - Epoch [125][60/3757] lr: 2.204e-02, eta: 1 day, 12:30:16, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.3797, top5_acc: 0.6195, loss_cls: 2.8350, loss: 2.8350, grad_norm: 3.7434 2020-07-27 06:42:00,006 - mmaction - INFO - Epoch [125][80/3757] lr: 2.204e-02, eta: 1 day, 12:30:03, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3586, top5_acc: 0.6172, loss_cls: 2.9421, loss: 2.9421, grad_norm: 3.9361 2020-07-27 06:42:11,374 - mmaction - INFO - Epoch [125][100/3757] lr: 2.204e-02, eta: 1 day, 12:29:50, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.3867, top5_acc: 0.6156, loss_cls: 2.8416, loss: 2.8416, grad_norm: 3.7875 2020-07-27 06:42:22,736 - mmaction - INFO - Epoch [125][120/3757] lr: 2.204e-02, eta: 1 day, 12:29:36, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3773, top5_acc: 0.6164, loss_cls: 2.8317, loss: 2.8317, grad_norm: 3.8598 2020-07-27 06:42:34,150 - mmaction - INFO - Epoch [125][140/3757] lr: 2.204e-02, eta: 1 day, 12:29:23, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3617, top5_acc: 0.6070, loss_cls: 2.9321, loss: 2.9321, grad_norm: 3.9156 2020-07-27 06:42:45,586 - mmaction - INFO - Epoch [125][160/3757] lr: 2.204e-02, eta: 1 day, 12:29:10, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3703, top5_acc: 0.6000, loss_cls: 2.9248, loss: 2.9248, grad_norm: 3.9526 2020-07-27 06:42:56,917 - mmaction - INFO - Epoch [125][180/3757] lr: 2.204e-02, eta: 1 day, 12:28:57, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3594, top5_acc: 0.6016, loss_cls: 2.8743, loss: 2.8743, grad_norm: 3.9081 2020-07-27 06:43:08,289 - mmaction - INFO - Epoch [125][200/3757] lr: 2.204e-02, eta: 1 day, 12:28:44, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3914, top5_acc: 0.6297, loss_cls: 2.8011, loss: 2.8011, grad_norm: 3.8455 2020-07-27 06:43:19,588 - mmaction - INFO - Epoch [125][220/3757] lr: 2.204e-02, eta: 1 day, 12:28:30, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3523, top5_acc: 0.5898, loss_cls: 2.9492, loss: 2.9492, grad_norm: 3.9581 2020-07-27 06:43:30,942 - mmaction - INFO - Epoch [125][240/3757] lr: 2.204e-02, eta: 1 day, 12:28:17, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3563, top5_acc: 0.5953, loss_cls: 2.9617, loss: 2.9617, grad_norm: 3.8831 2020-07-27 06:43:42,230 - mmaction - INFO - Epoch [125][260/3757] lr: 2.204e-02, eta: 1 day, 12:28:04, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3617, top5_acc: 0.6188, loss_cls: 2.9392, loss: 2.9392, grad_norm: 3.9541 2020-07-27 06:43:53,619 - mmaction - INFO - Epoch [125][280/3757] lr: 2.204e-02, eta: 1 day, 12:27:51, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3781, top5_acc: 0.6141, loss_cls: 2.8617, loss: 2.8617, grad_norm: 3.8118 2020-07-27 06:44:04,988 - mmaction - INFO - Epoch [125][300/3757] lr: 2.204e-02, eta: 1 day, 12:27:37, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3984, top5_acc: 0.6164, loss_cls: 2.8467, loss: 2.8467, grad_norm: 3.7942 2020-07-27 06:44:16,442 - mmaction - INFO - Epoch [125][320/3757] lr: 2.204e-02, eta: 1 day, 12:27:24, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3539, top5_acc: 0.6023, loss_cls: 2.9286, loss: 2.9286, grad_norm: 3.7731 2020-07-27 06:44:27,794 - mmaction - INFO - Epoch [125][340/3757] lr: 2.204e-02, eta: 1 day, 12:27:11, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3594, top5_acc: 0.5984, loss_cls: 2.9423, loss: 2.9423, grad_norm: 3.8662 2020-07-27 06:44:39,210 - mmaction - INFO - Epoch [125][360/3757] lr: 2.204e-02, eta: 1 day, 12:26:58, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3742, top5_acc: 0.6266, loss_cls: 2.8241, loss: 2.8241, grad_norm: 3.8287 2020-07-27 06:44:50,726 - mmaction - INFO - Epoch [125][380/3757] lr: 2.204e-02, eta: 1 day, 12:26:45, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3398, top5_acc: 0.6070, loss_cls: 2.9967, loss: 2.9967, grad_norm: 3.8870 2020-07-27 06:45:01,996 - mmaction - INFO - Epoch [125][400/3757] lr: 2.204e-02, eta: 1 day, 12:26:32, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.3602, top5_acc: 0.6125, loss_cls: 2.8639, loss: 2.8639, grad_norm: 3.8278 2020-07-27 06:45:13,514 - mmaction - INFO - Epoch [125][420/3757] lr: 2.204e-02, eta: 1 day, 12:26:18, time: 0.576, data_time: 0.001, memory: 5232, top1_acc: 0.3617, top5_acc: 0.5906, loss_cls: 2.9126, loss: 2.9126, grad_norm: 3.8260 2020-07-27 06:45:24,961 - mmaction - INFO - Epoch [125][440/3757] lr: 2.204e-02, eta: 1 day, 12:26:05, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3773, top5_acc: 0.6352, loss_cls: 2.8417, loss: 2.8417, grad_norm: 3.7719 2020-07-27 06:45:36,374 - mmaction - INFO - Epoch [125][460/3757] lr: 2.204e-02, eta: 1 day, 12:25:52, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3852, top5_acc: 0.6320, loss_cls: 2.8036, loss: 2.8036, grad_norm: 3.7779 2020-07-27 06:45:47,720 - mmaction - INFO - Epoch [125][480/3757] lr: 2.204e-02, eta: 1 day, 12:25:39, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3484, top5_acc: 0.6148, loss_cls: 2.9275, loss: 2.9275, grad_norm: 3.8936 2020-07-27 06:45:59,163 - mmaction - INFO - Epoch [125][500/3757] lr: 2.204e-02, eta: 1 day, 12:25:26, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3570, top5_acc: 0.6078, loss_cls: 2.8800, loss: 2.8800, grad_norm: 3.8407 2020-07-27 06:46:10,473 - mmaction - INFO - Epoch [125][520/3757] lr: 2.204e-02, eta: 1 day, 12:25:13, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3688, top5_acc: 0.6141, loss_cls: 2.8430, loss: 2.8430, grad_norm: 3.8152 2020-07-27 06:46:21,918 - mmaction - INFO - Epoch [125][540/3757] lr: 2.204e-02, eta: 1 day, 12:24:59, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3781, top5_acc: 0.6133, loss_cls: 2.8594, loss: 2.8594, grad_norm: 3.8197 2020-07-27 06:46:33,314 - mmaction - INFO - Epoch [125][560/3757] lr: 2.204e-02, eta: 1 day, 12:24:46, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3703, top5_acc: 0.6219, loss_cls: 2.8615, loss: 2.8615, grad_norm: 3.8789 2020-07-27 06:46:44,777 - mmaction - INFO - Epoch [125][580/3757] lr: 2.204e-02, eta: 1 day, 12:24:33, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3539, top5_acc: 0.5836, loss_cls: 2.9794, loss: 2.9794, grad_norm: 3.9060 2020-07-27 06:46:56,200 - mmaction - INFO - Epoch [125][600/3757] lr: 2.204e-02, eta: 1 day, 12:24:20, time: 0.571, data_time: 0.006, memory: 5232, top1_acc: 0.3438, top5_acc: 0.5883, loss_cls: 2.9326, loss: 2.9326, grad_norm: 3.8340 2020-07-27 06:47:07,615 - mmaction - INFO - Epoch [125][620/3757] lr: 2.204e-02, eta: 1 day, 12:24:07, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3594, top5_acc: 0.6195, loss_cls: 2.9045, loss: 2.9045, grad_norm: 3.8378 2020-07-27 06:47:19,048 - mmaction - INFO - Epoch [125][640/3757] lr: 2.204e-02, eta: 1 day, 12:23:54, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3609, top5_acc: 0.6117, loss_cls: 2.9072, loss: 2.9072, grad_norm: 3.8206 2020-07-27 06:47:30,450 - mmaction - INFO - Epoch [125][660/3757] lr: 2.204e-02, eta: 1 day, 12:23:40, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4008, top5_acc: 0.6273, loss_cls: 2.7966, loss: 2.7966, grad_norm: 3.7616 2020-07-27 06:47:41,938 - mmaction - INFO - Epoch [125][680/3757] lr: 2.204e-02, eta: 1 day, 12:23:27, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3844, top5_acc: 0.6367, loss_cls: 2.7637, loss: 2.7637, grad_norm: 3.9059 2020-07-27 06:47:53,455 - mmaction - INFO - Epoch [125][700/3757] lr: 2.204e-02, eta: 1 day, 12:23:14, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.3695, top5_acc: 0.6172, loss_cls: 2.8991, loss: 2.8991, grad_norm: 3.9825 2020-07-27 06:48:04,928 - mmaction - INFO - Epoch [125][720/3757] lr: 2.204e-02, eta: 1 day, 12:23:01, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.3656, top5_acc: 0.6102, loss_cls: 2.9383, loss: 2.9383, grad_norm: 3.8736 2020-07-27 06:48:16,377 - mmaction - INFO - Epoch [125][740/3757] lr: 2.204e-02, eta: 1 day, 12:22:48, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3727, top5_acc: 0.6305, loss_cls: 2.8608, loss: 2.8608, grad_norm: 3.8615 2020-07-27 06:48:27,812 - mmaction - INFO - Epoch [125][760/3757] lr: 2.204e-02, eta: 1 day, 12:22:35, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.3773, top5_acc: 0.6133, loss_cls: 2.8432, loss: 2.8432, grad_norm: 3.8370 2020-07-27 06:48:39,268 - mmaction - INFO - Epoch [125][780/3757] lr: 2.204e-02, eta: 1 day, 12:22:22, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3719, top5_acc: 0.6078, loss_cls: 2.8628, loss: 2.8628, grad_norm: 3.8834 2020-07-27 06:48:50,739 - mmaction - INFO - Epoch [125][800/3757] lr: 2.204e-02, eta: 1 day, 12:22:08, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3789, top5_acc: 0.6344, loss_cls: 2.7760, loss: 2.7760, grad_norm: 3.9381 2020-07-27 06:49:02,125 - mmaction - INFO - Epoch [125][820/3757] lr: 2.204e-02, eta: 1 day, 12:21:55, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3828, top5_acc: 0.6383, loss_cls: 2.8084, loss: 2.8084, grad_norm: 3.8877 2020-07-27 06:49:13,596 - mmaction - INFO - Epoch [125][840/3757] lr: 2.204e-02, eta: 1 day, 12:21:42, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3641, top5_acc: 0.6156, loss_cls: 2.9032, loss: 2.9032, grad_norm: 3.9395 2020-07-27 06:49:25,041 - mmaction - INFO - Epoch [125][860/3757] lr: 2.204e-02, eta: 1 day, 12:21:29, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3594, top5_acc: 0.5953, loss_cls: 2.9232, loss: 2.9232, grad_norm: 3.9008 2020-07-27 06:49:36,513 - mmaction - INFO - Epoch [125][880/3757] lr: 2.204e-02, eta: 1 day, 12:21:16, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3672, top5_acc: 0.6047, loss_cls: 2.9330, loss: 2.9330, grad_norm: 3.9304 2020-07-27 06:49:48,000 - mmaction - INFO - Epoch [125][900/3757] lr: 2.204e-02, eta: 1 day, 12:21:03, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3398, top5_acc: 0.5906, loss_cls: 2.9274, loss: 2.9274, grad_norm: 3.9339 2020-07-27 06:49:59,424 - mmaction - INFO - Epoch [125][920/3757] lr: 2.204e-02, eta: 1 day, 12:20:50, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3648, top5_acc: 0.6008, loss_cls: 2.9003, loss: 2.9003, grad_norm: 3.7952 2020-07-27 06:50:10,844 - mmaction - INFO - Epoch [125][940/3757] lr: 2.204e-02, eta: 1 day, 12:20:36, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3656, top5_acc: 0.6406, loss_cls: 2.8595, loss: 2.8595, grad_norm: 3.8088 2020-07-27 06:50:22,264 - mmaction - INFO - Epoch [125][960/3757] lr: 2.204e-02, eta: 1 day, 12:20:23, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.3586, top5_acc: 0.6148, loss_cls: 2.8518, loss: 2.8518, grad_norm: 3.8252 2020-07-27 06:50:33,730 - mmaction - INFO - Epoch [125][980/3757] lr: 2.204e-02, eta: 1 day, 12:20:10, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3758, top5_acc: 0.6336, loss_cls: 2.8516, loss: 2.8516, grad_norm: 3.7533 2020-07-27 06:50:45,224 - mmaction - INFO - Epoch [125][1000/3757] lr: 2.204e-02, eta: 1 day, 12:19:57, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.3719, top5_acc: 0.6242, loss_cls: 2.8496, loss: 2.8496, grad_norm: 3.8557 2020-07-27 06:50:56,730 - mmaction - INFO - Epoch [125][1020/3757] lr: 2.204e-02, eta: 1 day, 12:19:44, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3828, top5_acc: 0.6250, loss_cls: 2.8218, loss: 2.8218, grad_norm: 3.7978 2020-07-27 06:51:08,113 - mmaction - INFO - Epoch [125][1040/3757] lr: 2.204e-02, eta: 1 day, 12:19:31, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3672, top5_acc: 0.6078, loss_cls: 2.8983, loss: 2.8983, grad_norm: 4.0329 2020-07-27 06:51:19,541 - mmaction - INFO - Epoch [125][1060/3757] lr: 2.204e-02, eta: 1 day, 12:19:18, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3477, top5_acc: 0.6055, loss_cls: 2.9786, loss: 2.9786, grad_norm: 4.0755 2020-07-27 06:51:31,054 - mmaction - INFO - Epoch [125][1080/3757] lr: 2.204e-02, eta: 1 day, 12:19:04, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3641, top5_acc: 0.5961, loss_cls: 2.9529, loss: 2.9529, grad_norm: 3.9648 2020-07-27 06:51:42,504 - mmaction - INFO - Epoch [125][1100/3757] lr: 2.204e-02, eta: 1 day, 12:18:51, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.3797, top5_acc: 0.6141, loss_cls: 2.8375, loss: 2.8375, grad_norm: 3.8391 2020-07-27 06:51:53,998 - mmaction - INFO - Epoch [125][1120/3757] lr: 2.204e-02, eta: 1 day, 12:18:38, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3883, top5_acc: 0.6258, loss_cls: 2.7888, loss: 2.7888, grad_norm: 3.7981 2020-07-27 06:52:05,481 - mmaction - INFO - Epoch [125][1140/3757] lr: 2.204e-02, eta: 1 day, 12:18:25, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3578, top5_acc: 0.5984, loss_cls: 2.9747, loss: 2.9747, grad_norm: 3.9322 2020-07-27 06:52:16,857 - mmaction - INFO - Epoch [125][1160/3757] lr: 2.204e-02, eta: 1 day, 12:18:12, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.3883, top5_acc: 0.6195, loss_cls: 2.8988, loss: 2.8988, grad_norm: 3.8789 2020-07-27 06:52:28,318 - mmaction - INFO - Epoch [125][1180/3757] lr: 2.204e-02, eta: 1 day, 12:17:59, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3797, top5_acc: 0.6289, loss_cls: 2.7818, loss: 2.7818, grad_norm: 3.7771 2020-07-27 06:52:39,817 - mmaction - INFO - Epoch [125][1200/3757] lr: 2.204e-02, eta: 1 day, 12:17:46, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3594, top5_acc: 0.6102, loss_cls: 2.9477, loss: 2.9477, grad_norm: 3.8828 2020-07-27 06:52:51,245 - mmaction - INFO - Epoch [125][1220/3757] lr: 2.204e-02, eta: 1 day, 12:17:32, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3570, top5_acc: 0.6141, loss_cls: 2.9611, loss: 2.9611, grad_norm: 4.0214 2020-07-27 06:53:02,658 - mmaction - INFO - Epoch [125][1240/3757] lr: 2.204e-02, eta: 1 day, 12:17:19, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3453, top5_acc: 0.6039, loss_cls: 2.9787, loss: 2.9787, grad_norm: 3.8173 2020-07-27 06:53:14,097 - mmaction - INFO - Epoch [125][1260/3757] lr: 2.204e-02, eta: 1 day, 12:17:06, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3695, top5_acc: 0.6344, loss_cls: 2.7986, loss: 2.7986, grad_norm: 3.7500 2020-07-27 06:53:25,544 - mmaction - INFO - Epoch [125][1280/3757] lr: 2.204e-02, eta: 1 day, 12:16:53, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3656, top5_acc: 0.5969, loss_cls: 2.9264, loss: 2.9264, grad_norm: 4.0125 2020-07-27 06:53:36,934 - mmaction - INFO - Epoch [125][1300/3757] lr: 2.204e-02, eta: 1 day, 12:16:40, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.3484, top5_acc: 0.6086, loss_cls: 2.9018, loss: 2.9018, grad_norm: 3.8445 2020-07-27 06:53:48,358 - mmaction - INFO - Epoch [125][1320/3757] lr: 2.204e-02, eta: 1 day, 12:16:27, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3633, top5_acc: 0.5836, loss_cls: 2.9295, loss: 2.9295, grad_norm: 3.9092 2020-07-27 06:53:59,842 - mmaction - INFO - Epoch [125][1340/3757] lr: 2.204e-02, eta: 1 day, 12:16:14, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3672, top5_acc: 0.6109, loss_cls: 2.8936, loss: 2.8936, grad_norm: 3.9454 2020-07-27 06:54:11,269 - mmaction - INFO - Epoch [125][1360/3757] lr: 2.204e-02, eta: 1 day, 12:16:00, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3703, top5_acc: 0.6180, loss_cls: 2.8745, loss: 2.8745, grad_norm: 3.9376 2020-07-27 06:54:22,739 - mmaction - INFO - Epoch [125][1380/3757] lr: 2.204e-02, eta: 1 day, 12:15:47, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3648, top5_acc: 0.6062, loss_cls: 2.9229, loss: 2.9229, grad_norm: 3.9335 2020-07-27 06:54:34,148 - mmaction - INFO - Epoch [125][1400/3757] lr: 2.204e-02, eta: 1 day, 12:15:34, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3828, top5_acc: 0.6211, loss_cls: 2.8373, loss: 2.8373, grad_norm: 3.9111 2020-07-27 06:54:45,688 - mmaction - INFO - Epoch [125][1420/3757] lr: 2.204e-02, eta: 1 day, 12:15:21, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3836, top5_acc: 0.6172, loss_cls: 2.8705, loss: 2.8705, grad_norm: 3.9131 2020-07-27 06:54:57,120 - mmaction - INFO - Epoch [125][1440/3757] lr: 2.204e-02, eta: 1 day, 12:15:08, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.3563, top5_acc: 0.6188, loss_cls: 2.9013, loss: 2.9013, grad_norm: 4.0975 2020-07-27 06:55:08,482 - mmaction - INFO - Epoch [125][1460/3757] lr: 2.204e-02, eta: 1 day, 12:14:55, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.3664, top5_acc: 0.6242, loss_cls: 2.8812, loss: 2.8812, grad_norm: 3.9276 2020-07-27 06:55:19,908 - mmaction - INFO - Epoch [125][1480/3757] lr: 2.204e-02, eta: 1 day, 12:14:41, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3539, top5_acc: 0.5984, loss_cls: 2.9802, loss: 2.9802, grad_norm: 3.8846 2020-07-27 06:55:31,353 - mmaction - INFO - Epoch [125][1500/3757] lr: 2.204e-02, eta: 1 day, 12:14:28, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3516, top5_acc: 0.5836, loss_cls: 2.9871, loss: 2.9871, grad_norm: 3.9202 2020-07-27 06:55:42,830 - mmaction - INFO - Epoch [125][1520/3757] lr: 2.204e-02, eta: 1 day, 12:14:15, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3656, top5_acc: 0.6281, loss_cls: 2.8319, loss: 2.8319, grad_norm: 3.9068 2020-07-27 06:55:54,270 - mmaction - INFO - Epoch [125][1540/3757] lr: 2.204e-02, eta: 1 day, 12:14:02, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3555, top5_acc: 0.6062, loss_cls: 2.9445, loss: 2.9445, grad_norm: 3.9627 2020-07-27 06:56:05,672 - mmaction - INFO - Epoch [125][1560/3757] lr: 2.204e-02, eta: 1 day, 12:13:49, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3594, top5_acc: 0.6289, loss_cls: 2.8047, loss: 2.8047, grad_norm: 3.9805 2020-07-27 06:56:17,090 - mmaction - INFO - Epoch [125][1580/3757] lr: 2.204e-02, eta: 1 day, 12:13:36, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3617, top5_acc: 0.6117, loss_cls: 2.8726, loss: 2.8726, grad_norm: 3.9910 2020-07-27 06:56:28,557 - mmaction - INFO - Epoch [125][1600/3757] lr: 2.204e-02, eta: 1 day, 12:13:23, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.3594, top5_acc: 0.6156, loss_cls: 2.8618, loss: 2.8618, grad_norm: 3.8859 2020-07-27 06:56:40,047 - mmaction - INFO - Epoch [125][1620/3757] lr: 2.204e-02, eta: 1 day, 12:13:10, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.3633, top5_acc: 0.6250, loss_cls: 2.8219, loss: 2.8219, grad_norm: 3.9021 2020-07-27 06:56:51,477 - mmaction - INFO - Epoch [125][1640/3757] lr: 2.204e-02, eta: 1 day, 12:12:56, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3695, top5_acc: 0.5938, loss_cls: 2.9624, loss: 2.9624, grad_norm: 3.8678 2020-07-27 06:57:02,983 - mmaction - INFO - Epoch [125][1660/3757] lr: 2.204e-02, eta: 1 day, 12:12:43, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3570, top5_acc: 0.5977, loss_cls: 2.9117, loss: 2.9117, grad_norm: 3.8868 2020-07-27 06:57:14,414 - mmaction - INFO - Epoch [125][1680/3757] lr: 2.204e-02, eta: 1 day, 12:12:30, time: 0.572, data_time: 0.001, memory: 5232, top1_acc: 0.3656, top5_acc: 0.6195, loss_cls: 2.8339, loss: 2.8339, grad_norm: 3.8456 2020-07-27 06:57:25,815 - mmaction - INFO - Epoch [125][1700/3757] lr: 2.204e-02, eta: 1 day, 12:12:17, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3812, top5_acc: 0.6047, loss_cls: 2.8595, loss: 2.8595, grad_norm: 3.8701 2020-07-27 06:57:37,236 - mmaction - INFO - Epoch [125][1720/3757] lr: 2.204e-02, eta: 1 day, 12:12:04, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3578, top5_acc: 0.6000, loss_cls: 2.9252, loss: 2.9252, grad_norm: 3.8548 2020-07-27 06:57:48,715 - mmaction - INFO - Epoch [125][1740/3757] lr: 2.204e-02, eta: 1 day, 12:11:51, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.3727, top5_acc: 0.6117, loss_cls: 2.8788, loss: 2.8788, grad_norm: 3.8665 2020-07-27 06:58:00,115 - mmaction - INFO - Epoch [125][1760/3757] lr: 2.204e-02, eta: 1 day, 12:11:37, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3680, top5_acc: 0.6039, loss_cls: 2.9034, loss: 2.9034, grad_norm: 3.8590 2020-07-27 06:58:11,575 - mmaction - INFO - Epoch [125][1780/3757] lr: 2.204e-02, eta: 1 day, 12:11:24, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3609, top5_acc: 0.6164, loss_cls: 2.8644, loss: 2.8644, grad_norm: 3.9335 2020-07-27 06:58:23,055 - mmaction - INFO - Epoch [125][1800/3757] lr: 2.204e-02, eta: 1 day, 12:11:11, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.3563, top5_acc: 0.6180, loss_cls: 2.8508, loss: 2.8508, grad_norm: 3.8994 2020-07-27 06:58:34,524 - mmaction - INFO - Epoch [125][1820/3757] lr: 2.204e-02, eta: 1 day, 12:10:58, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3453, top5_acc: 0.6023, loss_cls: 2.9752, loss: 2.9752, grad_norm: 3.9414 2020-07-27 06:58:45,931 - mmaction - INFO - Epoch [125][1840/3757] lr: 2.204e-02, eta: 1 day, 12:10:45, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3828, top5_acc: 0.6406, loss_cls: 2.8159, loss: 2.8159, grad_norm: 3.8748 2020-07-27 06:58:57,320 - mmaction - INFO - Epoch [125][1860/3757] lr: 2.204e-02, eta: 1 day, 12:10:32, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3711, top5_acc: 0.6188, loss_cls: 2.8805, loss: 2.8805, grad_norm: 3.8995 2020-07-27 06:59:08,698 - mmaction - INFO - Epoch [125][1880/3757] lr: 2.204e-02, eta: 1 day, 12:10:19, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3484, top5_acc: 0.6102, loss_cls: 2.9829, loss: 2.9829, grad_norm: 3.9451 2020-07-27 06:59:20,124 - mmaction - INFO - Epoch [125][1900/3757] lr: 2.204e-02, eta: 1 day, 12:10:05, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3695, top5_acc: 0.5930, loss_cls: 2.9458, loss: 2.9458, grad_norm: 3.8931 2020-07-27 06:59:31,530 - mmaction - INFO - Epoch [125][1920/3757] lr: 2.204e-02, eta: 1 day, 12:09:52, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3539, top5_acc: 0.5953, loss_cls: 2.9599, loss: 2.9599, grad_norm: 3.9329 2020-07-27 06:59:42,865 - mmaction - INFO - Epoch [125][1940/3757] lr: 2.204e-02, eta: 1 day, 12:09:39, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3875, top5_acc: 0.6117, loss_cls: 2.8596, loss: 2.8596, grad_norm: 3.7596 2020-07-27 06:59:54,180 - mmaction - INFO - Epoch [125][1960/3757] lr: 2.204e-02, eta: 1 day, 12:09:26, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3656, top5_acc: 0.6102, loss_cls: 2.8967, loss: 2.8967, grad_norm: 3.9687 2020-07-27 07:00:12,082 - mmaction - INFO - Epoch [125][1980/3757] lr: 2.204e-02, eta: 1 day, 12:09:17, time: 0.889, data_time: 0.007, memory: 5232, top1_acc: 0.3664, top5_acc: 0.5977, loss_cls: 2.9263, loss: 2.9263, grad_norm: 3.7970 2020-07-27 07:00:23,603 - mmaction - INFO - Epoch [125][2000/3757] lr: 2.204e-02, eta: 1 day, 12:09:04, time: 0.582, data_time: 0.010, memory: 5232, top1_acc: 0.3625, top5_acc: 0.6141, loss_cls: 2.8994, loss: 2.8994, grad_norm: 4.0236 2020-07-27 07:00:35,105 - mmaction - INFO - Epoch [125][2020/3757] lr: 2.204e-02, eta: 1 day, 12:08:51, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3758, top5_acc: 0.6008, loss_cls: 2.8782, loss: 2.8782, grad_norm: 3.8575 2020-07-27 07:00:46,619 - mmaction - INFO - Epoch [125][2040/3757] lr: 2.204e-02, eta: 1 day, 12:08:37, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3359, top5_acc: 0.5734, loss_cls: 3.0361, loss: 3.0361, grad_norm: 3.9903 2020-07-27 07:00:57,957 - mmaction - INFO - Epoch [125][2060/3757] lr: 2.204e-02, eta: 1 day, 12:08:24, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3812, top5_acc: 0.6352, loss_cls: 2.8173, loss: 2.8173, grad_norm: 3.9149 2020-07-27 07:01:09,411 - mmaction - INFO - Epoch [125][2080/3757] lr: 2.204e-02, eta: 1 day, 12:08:11, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3711, top5_acc: 0.6141, loss_cls: 2.8739, loss: 2.8739, grad_norm: 3.8677 2020-07-27 07:01:20,770 - mmaction - INFO - Epoch [125][2100/3757] lr: 2.204e-02, eta: 1 day, 12:07:58, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.6109, loss_cls: 2.9099, loss: 2.9099, grad_norm: 3.9996 2020-07-27 07:01:32,086 - mmaction - INFO - Epoch [125][2120/3757] lr: 2.204e-02, eta: 1 day, 12:07:45, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3664, top5_acc: 0.6117, loss_cls: 2.8238, loss: 2.8238, grad_norm: 3.8493 2020-07-27 07:01:43,519 - mmaction - INFO - Epoch [125][2140/3757] lr: 2.204e-02, eta: 1 day, 12:07:32, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3453, top5_acc: 0.6148, loss_cls: 2.9744, loss: 2.9744, grad_norm: 4.0108 2020-07-27 07:01:55,074 - mmaction - INFO - Epoch [125][2160/3757] lr: 2.204e-02, eta: 1 day, 12:07:18, time: 0.578, data_time: 0.011, memory: 5232, top1_acc: 0.3625, top5_acc: 0.6094, loss_cls: 2.8941, loss: 2.8941, grad_norm: 3.9578 2020-07-27 07:02:06,490 - mmaction - INFO - Epoch [125][2180/3757] lr: 2.204e-02, eta: 1 day, 12:07:05, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3625, top5_acc: 0.6203, loss_cls: 2.9070, loss: 2.9070, grad_norm: 3.8801 2020-07-27 07:02:18,003 - mmaction - INFO - Epoch [125][2200/3757] lr: 2.204e-02, eta: 1 day, 12:06:52, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3906, top5_acc: 0.6461, loss_cls: 2.7164, loss: 2.7164, grad_norm: 3.8021 2020-07-27 07:02:29,551 - mmaction - INFO - Epoch [125][2220/3757] lr: 2.204e-02, eta: 1 day, 12:06:39, time: 0.578, data_time: 0.004, memory: 5232, top1_acc: 0.3789, top5_acc: 0.6109, loss_cls: 2.8161, loss: 2.8161, grad_norm: 3.9196 2020-07-27 07:02:40,998 - mmaction - INFO - Epoch [125][2240/3757] lr: 2.204e-02, eta: 1 day, 12:06:26, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3578, top5_acc: 0.5875, loss_cls: 3.0062, loss: 3.0062, grad_norm: 4.0227 2020-07-27 07:02:52,438 - mmaction - INFO - Epoch [125][2260/3757] lr: 2.204e-02, eta: 1 day, 12:06:13, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3688, top5_acc: 0.6234, loss_cls: 2.8580, loss: 2.8580, grad_norm: 3.9109 2020-07-27 07:03:03,820 - mmaction - INFO - Epoch [125][2280/3757] lr: 2.204e-02, eta: 1 day, 12:06:00, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3516, top5_acc: 0.6062, loss_cls: 2.9505, loss: 2.9505, grad_norm: 3.9169 2020-07-27 07:03:15,208 - mmaction - INFO - Epoch [125][2300/3757] lr: 2.204e-02, eta: 1 day, 12:05:47, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3688, top5_acc: 0.6070, loss_cls: 2.8922, loss: 2.8922, grad_norm: 3.9232 2020-07-27 07:03:26,663 - mmaction - INFO - Epoch [125][2320/3757] lr: 2.204e-02, eta: 1 day, 12:05:33, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3758, top5_acc: 0.6219, loss_cls: 2.8723, loss: 2.8723, grad_norm: 3.8513 2020-07-27 07:03:38,076 - mmaction - INFO - Epoch [125][2340/3757] lr: 2.204e-02, eta: 1 day, 12:05:20, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3578, top5_acc: 0.6125, loss_cls: 2.8866, loss: 2.8866, grad_norm: 3.9052 2020-07-27 07:03:49,576 - mmaction - INFO - Epoch [125][2360/3757] lr: 2.204e-02, eta: 1 day, 12:05:07, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4023, top5_acc: 0.6328, loss_cls: 2.7671, loss: 2.7671, grad_norm: 3.7835 2020-07-27 07:04:00,987 - mmaction - INFO - Epoch [125][2380/3757] lr: 2.204e-02, eta: 1 day, 12:04:54, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3398, top5_acc: 0.5852, loss_cls: 3.0122, loss: 3.0122, grad_norm: 3.9809 2020-07-27 07:04:12,479 - mmaction - INFO - Epoch [125][2400/3757] lr: 2.204e-02, eta: 1 day, 12:04:41, time: 0.575, data_time: 0.002, memory: 5232, top1_acc: 0.3719, top5_acc: 0.6258, loss_cls: 2.8249, loss: 2.8249, grad_norm: 3.7867 2020-07-27 07:04:23,878 - mmaction - INFO - Epoch [125][2420/3757] lr: 2.204e-02, eta: 1 day, 12:04:28, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3688, top5_acc: 0.6320, loss_cls: 2.8499, loss: 2.8499, grad_norm: 3.8541 2020-07-27 07:04:35,276 - mmaction - INFO - Epoch [125][2440/3757] lr: 2.204e-02, eta: 1 day, 12:04:15, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3422, top5_acc: 0.5836, loss_cls: 3.0210, loss: 3.0210, grad_norm: 3.8998 2020-07-27 07:04:46,826 - mmaction - INFO - Epoch [125][2460/3757] lr: 2.204e-02, eta: 1 day, 12:04:02, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3523, top5_acc: 0.6000, loss_cls: 2.9092, loss: 2.9092, grad_norm: 3.7827 2020-07-27 07:04:58,180 - mmaction - INFO - Epoch [125][2480/3757] lr: 2.204e-02, eta: 1 day, 12:03:48, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.3695, top5_acc: 0.6125, loss_cls: 2.8999, loss: 2.8999, grad_norm: 3.8752 2020-07-27 07:05:09,627 - mmaction - INFO - Epoch [125][2500/3757] lr: 2.204e-02, eta: 1 day, 12:03:35, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3648, top5_acc: 0.6305, loss_cls: 2.8469, loss: 2.8469, grad_norm: 3.9368 2020-07-27 07:05:21,148 - mmaction - INFO - Epoch [125][2520/3757] lr: 2.204e-02, eta: 1 day, 12:03:22, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3672, top5_acc: 0.6133, loss_cls: 2.9194, loss: 2.9194, grad_norm: 3.8955 2020-07-27 07:05:32,579 - mmaction - INFO - Epoch [125][2540/3757] lr: 2.204e-02, eta: 1 day, 12:03:09, time: 0.571, data_time: 0.009, memory: 5232, top1_acc: 0.3695, top5_acc: 0.6172, loss_cls: 2.9186, loss: 2.9186, grad_norm: 3.8237 2020-07-27 07:05:43,960 - mmaction - INFO - Epoch [125][2560/3757] lr: 2.204e-02, eta: 1 day, 12:02:56, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3641, top5_acc: 0.5930, loss_cls: 2.9225, loss: 2.9225, grad_norm: 3.8884 2020-07-27 07:05:55,412 - mmaction - INFO - Epoch [125][2580/3757] lr: 2.204e-02, eta: 1 day, 12:02:43, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3750, top5_acc: 0.6195, loss_cls: 2.8572, loss: 2.8572, grad_norm: 3.8974 2020-07-27 07:06:06,914 - mmaction - INFO - Epoch [125][2600/3757] lr: 2.204e-02, eta: 1 day, 12:02:30, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3531, top5_acc: 0.5906, loss_cls: 2.9687, loss: 2.9687, grad_norm: 3.9559 2020-07-27 07:06:18,270 - mmaction - INFO - Epoch [125][2620/3757] lr: 2.204e-02, eta: 1 day, 12:02:16, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.3734, top5_acc: 0.6039, loss_cls: 2.8633, loss: 2.8633, grad_norm: 3.8037 2020-07-27 07:06:29,694 - mmaction - INFO - Epoch [125][2640/3757] lr: 2.204e-02, eta: 1 day, 12:02:03, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3438, top5_acc: 0.5914, loss_cls: 2.9489, loss: 2.9489, grad_norm: 3.9448 2020-07-27 07:06:41,045 - mmaction - INFO - Epoch [125][2660/3757] lr: 2.204e-02, eta: 1 day, 12:01:50, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3492, top5_acc: 0.5852, loss_cls: 2.9941, loss: 2.9941, grad_norm: 3.8327 2020-07-27 07:06:52,577 - mmaction - INFO - Epoch [125][2680/3757] lr: 2.204e-02, eta: 1 day, 12:01:37, time: 0.576, data_time: 0.011, memory: 5232, top1_acc: 0.3766, top5_acc: 0.6438, loss_cls: 2.7907, loss: 2.7907, grad_norm: 3.7070 2020-07-27 07:07:03,992 - mmaction - INFO - Epoch [125][2700/3757] lr: 2.204e-02, eta: 1 day, 12:01:24, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3719, top5_acc: 0.6289, loss_cls: 2.8630, loss: 2.8630, grad_norm: 3.8020 2020-07-27 07:07:15,440 - mmaction - INFO - Epoch [125][2720/3757] lr: 2.204e-02, eta: 1 day, 12:01:11, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3750, top5_acc: 0.6328, loss_cls: 2.7724, loss: 2.7724, grad_norm: 3.9243 2020-07-27 07:07:26,947 - mmaction - INFO - Epoch [125][2740/3757] lr: 2.204e-02, eta: 1 day, 12:00:58, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3516, top5_acc: 0.6062, loss_cls: 2.9075, loss: 2.9075, grad_norm: 3.9992 2020-07-27 07:07:38,296 - mmaction - INFO - Epoch [125][2760/3757] lr: 2.204e-02, eta: 1 day, 12:00:44, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.3766, top5_acc: 0.5984, loss_cls: 2.9116, loss: 2.9116, grad_norm: 3.8564 2020-07-27 07:07:49,876 - mmaction - INFO - Epoch [125][2780/3757] lr: 2.204e-02, eta: 1 day, 12:00:31, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.3695, top5_acc: 0.6062, loss_cls: 2.9503, loss: 2.9503, grad_norm: 3.9302 2020-07-27 07:08:01,192 - mmaction - INFO - Epoch [125][2800/3757] lr: 2.204e-02, eta: 1 day, 12:00:18, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.3758, top5_acc: 0.6117, loss_cls: 2.8613, loss: 2.8613, grad_norm: 3.9028 2020-07-27 07:08:12,560 - mmaction - INFO - Epoch [125][2820/3757] lr: 2.204e-02, eta: 1 day, 12:00:05, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.3570, top5_acc: 0.5938, loss_cls: 2.9270, loss: 2.9270, grad_norm: 3.9488 2020-07-27 07:08:24,036 - mmaction - INFO - Epoch [125][2840/3757] lr: 2.204e-02, eta: 1 day, 11:59:52, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3617, top5_acc: 0.6047, loss_cls: 2.9465, loss: 2.9465, grad_norm: 3.9158 2020-07-27 07:08:35,392 - mmaction - INFO - Epoch [125][2860/3757] lr: 2.204e-02, eta: 1 day, 11:59:39, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3781, top5_acc: 0.6148, loss_cls: 2.8571, loss: 2.8571, grad_norm: 3.9192 2020-07-27 07:08:46,826 - mmaction - INFO - Epoch [125][2880/3757] lr: 2.204e-02, eta: 1 day, 11:59:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3594, top5_acc: 0.6023, loss_cls: 2.8747, loss: 2.8747, grad_norm: 3.9533 2020-07-27 07:08:58,222 - mmaction - INFO - Epoch [125][2900/3757] lr: 2.204e-02, eta: 1 day, 11:59:12, time: 0.570, data_time: 0.005, memory: 5232, top1_acc: 0.3828, top5_acc: 0.6320, loss_cls: 2.7760, loss: 2.7760, grad_norm: 3.9256 2020-07-27 07:09:09,772 - mmaction - INFO - Epoch [125][2920/3757] lr: 2.204e-02, eta: 1 day, 11:58:59, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3547, top5_acc: 0.5930, loss_cls: 3.0370, loss: 3.0370, grad_norm: 4.0439 2020-07-27 07:09:21,290 - mmaction - INFO - Epoch [125][2940/3757] lr: 2.204e-02, eta: 1 day, 11:58:46, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3609, top5_acc: 0.5891, loss_cls: 2.9774, loss: 2.9774, grad_norm: 3.9039 2020-07-27 07:09:32,800 - mmaction - INFO - Epoch [125][2960/3757] lr: 2.204e-02, eta: 1 day, 11:58:33, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3781, top5_acc: 0.6234, loss_cls: 2.8701, loss: 2.8701, grad_norm: 3.8664 2020-07-27 07:09:44,277 - mmaction - INFO - Epoch [125][2980/3757] lr: 2.204e-02, eta: 1 day, 11:58:20, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3688, top5_acc: 0.6102, loss_cls: 2.8050, loss: 2.8050, grad_norm: 3.7213 2020-07-27 07:09:55,638 - mmaction - INFO - Epoch [125][3000/3757] lr: 2.204e-02, eta: 1 day, 11:58:07, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3797, top5_acc: 0.6133, loss_cls: 2.8650, loss: 2.8650, grad_norm: 3.9563 2020-07-27 07:10:07,088 - mmaction - INFO - Epoch [125][3020/3757] lr: 2.204e-02, eta: 1 day, 11:57:54, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3609, top5_acc: 0.6125, loss_cls: 2.8755, loss: 2.8755, grad_norm: 3.9632 2020-07-27 07:10:18,603 - mmaction - INFO - Epoch [125][3040/3757] lr: 2.204e-02, eta: 1 day, 11:57:41, time: 0.575, data_time: 0.010, memory: 5232, top1_acc: 0.3719, top5_acc: 0.6141, loss_cls: 2.8920, loss: 2.8920, grad_norm: 3.9107 2020-07-27 07:10:29,967 - mmaction - INFO - Epoch [125][3060/3757] lr: 2.204e-02, eta: 1 day, 11:57:27, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.3789, top5_acc: 0.6094, loss_cls: 2.8845, loss: 2.8845, grad_norm: 3.9981 2020-07-27 07:10:41,293 - mmaction - INFO - Epoch [125][3080/3757] lr: 2.204e-02, eta: 1 day, 11:57:14, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3664, top5_acc: 0.6266, loss_cls: 2.8050, loss: 2.8050, grad_norm: 3.8869 2020-07-27 07:10:52,685 - mmaction - INFO - Epoch [125][3100/3757] lr: 2.204e-02, eta: 1 day, 11:57:01, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3547, top5_acc: 0.6078, loss_cls: 2.9091, loss: 2.9091, grad_norm: 3.9174 2020-07-27 07:11:04,155 - mmaction - INFO - Epoch [125][3120/3757] lr: 2.204e-02, eta: 1 day, 11:56:48, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3703, top5_acc: 0.6016, loss_cls: 2.9140, loss: 2.9140, grad_norm: 3.9568 2020-07-27 07:11:15,563 - mmaction - INFO - Epoch [125][3140/3757] lr: 2.204e-02, eta: 1 day, 11:56:35, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3977, top5_acc: 0.6352, loss_cls: 2.7625, loss: 2.7625, grad_norm: 3.7195 2020-07-27 07:11:27,029 - mmaction - INFO - Epoch [125][3160/3757] lr: 2.204e-02, eta: 1 day, 11:56:22, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3578, top5_acc: 0.6164, loss_cls: 2.8976, loss: 2.8976, grad_norm: 3.9970 2020-07-27 07:11:38,690 - mmaction - INFO - Epoch [125][3180/3757] lr: 2.204e-02, eta: 1 day, 11:56:09, time: 0.583, data_time: 0.015, memory: 5232, top1_acc: 0.3492, top5_acc: 0.6078, loss_cls: 2.9560, loss: 2.9560, grad_norm: 3.9861 2020-07-27 07:11:50,109 - mmaction - INFO - Epoch [125][3200/3757] lr: 2.204e-02, eta: 1 day, 11:55:56, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.3570, top5_acc: 0.6000, loss_cls: 2.9888, loss: 2.9888, grad_norm: 4.0663 2020-07-27 07:12:01,482 - mmaction - INFO - Epoch [125][3220/3757] lr: 2.204e-02, eta: 1 day, 11:55:42, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3523, top5_acc: 0.6055, loss_cls: 2.9814, loss: 2.9814, grad_norm: 3.9129 2020-07-27 07:12:12,952 - mmaction - INFO - Epoch [125][3240/3757] lr: 2.204e-02, eta: 1 day, 11:55:29, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3703, top5_acc: 0.6125, loss_cls: 2.8810, loss: 2.8810, grad_norm: 3.9291 2020-07-27 07:12:24,266 - mmaction - INFO - Epoch [125][3260/3757] lr: 2.204e-02, eta: 1 day, 11:55:16, time: 0.566, data_time: 0.001, memory: 5232, top1_acc: 0.3828, top5_acc: 0.6203, loss_cls: 2.8510, loss: 2.8510, grad_norm: 4.1215 2020-07-27 07:12:35,669 - mmaction - INFO - Epoch [125][3280/3757] lr: 2.204e-02, eta: 1 day, 11:55:03, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3578, top5_acc: 0.5953, loss_cls: 2.9379, loss: 2.9379, grad_norm: 3.9468 2020-07-27 07:12:47,022 - mmaction - INFO - Epoch [125][3300/3757] lr: 2.204e-02, eta: 1 day, 11:54:50, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3539, top5_acc: 0.5898, loss_cls: 2.9443, loss: 2.9443, grad_norm: 4.0302 2020-07-27 07:12:58,496 - mmaction - INFO - Epoch [125][3320/3757] lr: 2.204e-02, eta: 1 day, 11:54:37, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3398, top5_acc: 0.6086, loss_cls: 2.9484, loss: 2.9484, grad_norm: 4.1162 2020-07-27 07:13:09,904 - mmaction - INFO - Epoch [125][3340/3757] lr: 2.204e-02, eta: 1 day, 11:54:24, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3680, top5_acc: 0.6016, loss_cls: 2.9120, loss: 2.9120, grad_norm: 3.8458 2020-07-27 07:13:21,368 - mmaction - INFO - Epoch [125][3360/3757] lr: 2.204e-02, eta: 1 day, 11:54:10, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3766, top5_acc: 0.6055, loss_cls: 2.8621, loss: 2.8621, grad_norm: 3.8182 2020-07-27 07:13:32,696 - mmaction - INFO - Epoch [125][3380/3757] lr: 2.204e-02, eta: 1 day, 11:53:57, time: 0.566, data_time: 0.001, memory: 5232, top1_acc: 0.3656, top5_acc: 0.6273, loss_cls: 2.8863, loss: 2.8863, grad_norm: 3.9170 2020-07-27 07:13:44,126 - mmaction - INFO - Epoch [125][3400/3757] lr: 2.204e-02, eta: 1 day, 11:53:44, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3703, top5_acc: 0.6109, loss_cls: 2.9375, loss: 2.9375, grad_norm: 3.9897 2020-07-27 07:13:55,528 - mmaction - INFO - Epoch [125][3420/3757] lr: 2.204e-02, eta: 1 day, 11:53:31, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3250, top5_acc: 0.5867, loss_cls: 3.0482, loss: 3.0482, grad_norm: 3.9898 2020-07-27 07:14:06,902 - mmaction - INFO - Epoch [125][3440/3757] lr: 2.204e-02, eta: 1 day, 11:53:18, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3688, top5_acc: 0.6188, loss_cls: 2.8863, loss: 2.8863, grad_norm: 3.6908 2020-07-27 07:14:18,251 - mmaction - INFO - Epoch [125][3460/3757] lr: 2.204e-02, eta: 1 day, 11:53:05, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3914, top5_acc: 0.6141, loss_cls: 2.8368, loss: 2.8368, grad_norm: 3.8341 2020-07-27 07:14:29,658 - mmaction - INFO - Epoch [125][3480/3757] lr: 2.204e-02, eta: 1 day, 11:52:51, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3672, top5_acc: 0.5953, loss_cls: 2.9577, loss: 2.9577, grad_norm: 3.8702 2020-07-27 07:14:41,018 - mmaction - INFO - Epoch [125][3500/3757] lr: 2.204e-02, eta: 1 day, 11:52:38, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3594, top5_acc: 0.6422, loss_cls: 2.8038, loss: 2.8038, grad_norm: 3.8649 2020-07-27 07:14:52,321 - mmaction - INFO - Epoch [125][3520/3757] lr: 2.204e-02, eta: 1 day, 11:52:25, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3289, top5_acc: 0.5789, loss_cls: 3.0333, loss: 3.0333, grad_norm: 4.0466 2020-07-27 07:15:03,757 - mmaction - INFO - Epoch [125][3540/3757] lr: 2.204e-02, eta: 1 day, 11:52:12, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3695, top5_acc: 0.6211, loss_cls: 2.8610, loss: 2.8610, grad_norm: 3.8931 2020-07-27 07:15:15,120 - mmaction - INFO - Epoch [125][3560/3757] lr: 2.204e-02, eta: 1 day, 11:51:59, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3664, top5_acc: 0.6227, loss_cls: 2.8856, loss: 2.8856, grad_norm: 4.0279 2020-07-27 07:15:26,510 - mmaction - INFO - Epoch [125][3580/3757] lr: 2.204e-02, eta: 1 day, 11:51:46, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3594, top5_acc: 0.5906, loss_cls: 2.9843, loss: 2.9843, grad_norm: 4.0249 2020-07-27 07:15:37,887 - mmaction - INFO - Epoch [125][3600/3757] lr: 2.204e-02, eta: 1 day, 11:51:32, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.6156, loss_cls: 2.9099, loss: 2.9099, grad_norm: 3.9249 2020-07-27 07:15:49,297 - mmaction - INFO - Epoch [125][3620/3757] lr: 2.204e-02, eta: 1 day, 11:51:19, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3445, top5_acc: 0.5930, loss_cls: 3.0023, loss: 3.0023, grad_norm: 3.9493 2020-07-27 07:16:00,743 - mmaction - INFO - Epoch [125][3640/3757] lr: 2.204e-02, eta: 1 day, 11:51:06, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3570, top5_acc: 0.6008, loss_cls: 2.9119, loss: 2.9119, grad_norm: 3.7552 2020-07-27 07:16:12,113 - mmaction - INFO - Epoch [125][3660/3757] lr: 2.204e-02, eta: 1 day, 11:50:53, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3625, top5_acc: 0.6148, loss_cls: 2.8864, loss: 2.8864, grad_norm: 3.9149 2020-07-27 07:16:23,515 - mmaction - INFO - Epoch [125][3680/3757] lr: 2.204e-02, eta: 1 day, 11:50:40, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3484, top5_acc: 0.6031, loss_cls: 2.9958, loss: 2.9958, grad_norm: 3.9021 2020-07-27 07:16:34,905 - mmaction - INFO - Epoch [125][3700/3757] lr: 2.204e-02, eta: 1 day, 11:50:27, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3750, top5_acc: 0.6141, loss_cls: 2.8585, loss: 2.8585, grad_norm: 3.9170 2020-07-27 07:16:46,372 - mmaction - INFO - Epoch [125][3720/3757] lr: 2.204e-02, eta: 1 day, 11:50:14, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3828, top5_acc: 0.6281, loss_cls: 2.7888, loss: 2.7888, grad_norm: 3.8062 2020-07-27 07:16:57,791 - mmaction - INFO - Epoch [125][3740/3757] lr: 2.204e-02, eta: 1 day, 11:50:00, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3570, top5_acc: 0.5969, loss_cls: 2.9357, loss: 2.9357, grad_norm: 3.9577 2020-07-27 07:17:19,416 - mmaction - INFO - Saving checkpoint at 125 epochs 2020-07-27 07:20:36,755 - mmaction - INFO - Epoch [126][20/3757] lr: 2.132e-02, eta: 1 day, 11:51:23, time: 9.767, data_time: 9.066, memory: 5232, top1_acc: 0.3625, top5_acc: 0.6086, loss_cls: 2.9128, loss: 2.9128, grad_norm: 3.9034 2020-07-27 07:20:48,177 - mmaction - INFO - Epoch [126][40/3757] lr: 2.132e-02, eta: 1 day, 11:51:09, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.3727, top5_acc: 0.5984, loss_cls: 2.9057, loss: 2.9057, grad_norm: 3.8247 2020-07-27 07:20:59,415 - mmaction - INFO - Epoch [126][60/3757] lr: 2.132e-02, eta: 1 day, 11:50:56, time: 0.562, data_time: 0.001, memory: 5232, top1_acc: 0.4234, top5_acc: 0.6430, loss_cls: 2.6810, loss: 2.6810, grad_norm: 3.7904 2020-07-27 07:21:10,755 - mmaction - INFO - Epoch [126][80/3757] lr: 2.132e-02, eta: 1 day, 11:50:43, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3883, top5_acc: 0.6172, loss_cls: 2.8523, loss: 2.8523, grad_norm: 3.9060 2020-07-27 07:21:22,103 - mmaction - INFO - Epoch [126][100/3757] lr: 2.132e-02, eta: 1 day, 11:50:30, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3789, top5_acc: 0.6359, loss_cls: 2.7832, loss: 2.7832, grad_norm: 3.9197 2020-07-27 07:21:33,530 - mmaction - INFO - Epoch [126][120/3757] lr: 2.132e-02, eta: 1 day, 11:50:17, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3977, top5_acc: 0.6477, loss_cls: 2.7176, loss: 2.7176, grad_norm: 3.8749 2020-07-27 07:21:44,913 - mmaction - INFO - Epoch [126][140/3757] lr: 2.132e-02, eta: 1 day, 11:50:03, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3805, top5_acc: 0.6234, loss_cls: 2.8620, loss: 2.8620, grad_norm: 4.0068 2020-07-27 07:21:56,294 - mmaction - INFO - Epoch [126][160/3757] lr: 2.132e-02, eta: 1 day, 11:49:50, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3672, top5_acc: 0.6195, loss_cls: 2.8565, loss: 2.8565, grad_norm: 3.8815 2020-07-27 07:22:07,564 - mmaction - INFO - Epoch [126][180/3757] lr: 2.132e-02, eta: 1 day, 11:49:37, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.3422, top5_acc: 0.6258, loss_cls: 2.8904, loss: 2.8904, grad_norm: 3.9071 2020-07-27 07:22:18,934 - mmaction - INFO - Epoch [126][200/3757] lr: 2.132e-02, eta: 1 day, 11:49:24, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4094, top5_acc: 0.6430, loss_cls: 2.7225, loss: 2.7225, grad_norm: 3.7556 2020-07-27 07:22:30,323 - mmaction - INFO - Epoch [126][220/3757] lr: 2.132e-02, eta: 1 day, 11:49:11, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3703, top5_acc: 0.6055, loss_cls: 2.8870, loss: 2.8870, grad_norm: 3.9335 2020-07-27 07:22:41,662 - mmaction - INFO - Epoch [126][240/3757] lr: 2.132e-02, eta: 1 day, 11:48:58, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3547, top5_acc: 0.6094, loss_cls: 2.9362, loss: 2.9362, grad_norm: 3.9478 2020-07-27 07:22:52,963 - mmaction - INFO - Epoch [126][260/3757] lr: 2.132e-02, eta: 1 day, 11:48:44, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.3797, top5_acc: 0.6367, loss_cls: 2.8116, loss: 2.8116, grad_norm: 3.8589 2020-07-27 07:23:04,380 - mmaction - INFO - Epoch [126][280/3757] lr: 2.132e-02, eta: 1 day, 11:48:31, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3844, top5_acc: 0.6258, loss_cls: 2.8097, loss: 2.8097, grad_norm: 3.8924 2020-07-27 07:23:15,724 - mmaction - INFO - Epoch [126][300/3757] lr: 2.132e-02, eta: 1 day, 11:48:18, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3688, top5_acc: 0.6336, loss_cls: 2.8033, loss: 2.8033, grad_norm: 3.8980 2020-07-27 07:23:27,121 - mmaction - INFO - Epoch [126][320/3757] lr: 2.132e-02, eta: 1 day, 11:48:05, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3602, top5_acc: 0.6141, loss_cls: 2.8753, loss: 2.8753, grad_norm: 4.0088 2020-07-27 07:23:38,567 - mmaction - INFO - Epoch [126][340/3757] lr: 2.132e-02, eta: 1 day, 11:47:52, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3703, top5_acc: 0.6219, loss_cls: 2.8707, loss: 2.8707, grad_norm: 3.9157 2020-07-27 07:23:49,981 - mmaction - INFO - Epoch [126][360/3757] lr: 2.132e-02, eta: 1 day, 11:47:38, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3805, top5_acc: 0.6023, loss_cls: 2.9190, loss: 2.9190, grad_norm: 3.9034 2020-07-27 07:24:01,392 - mmaction - INFO - Epoch [126][380/3757] lr: 2.132e-02, eta: 1 day, 11:47:25, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3781, top5_acc: 0.6211, loss_cls: 2.8091, loss: 2.8091, grad_norm: 3.9145 2020-07-27 07:24:12,856 - mmaction - INFO - Epoch [126][400/3757] lr: 2.132e-02, eta: 1 day, 11:47:12, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3859, top5_acc: 0.6281, loss_cls: 2.7447, loss: 2.7447, grad_norm: 3.7657 2020-07-27 07:24:24,262 - mmaction - INFO - Epoch [126][420/3757] lr: 2.132e-02, eta: 1 day, 11:46:59, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3711, top5_acc: 0.6188, loss_cls: 2.8327, loss: 2.8327, grad_norm: 3.8578 2020-07-27 07:24:35,555 - mmaction - INFO - Epoch [126][440/3757] lr: 2.132e-02, eta: 1 day, 11:46:46, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3695, top5_acc: 0.6125, loss_cls: 2.8785, loss: 2.8785, grad_norm: 3.9177 2020-07-27 07:24:46,915 - mmaction - INFO - Epoch [126][460/3757] lr: 2.132e-02, eta: 1 day, 11:46:33, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3836, top5_acc: 0.6156, loss_cls: 2.8555, loss: 2.8555, grad_norm: 4.0447 2020-07-27 07:24:58,314 - mmaction - INFO - Epoch [126][480/3757] lr: 2.132e-02, eta: 1 day, 11:46:19, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3867, top5_acc: 0.6297, loss_cls: 2.7989, loss: 2.7989, grad_norm: 4.0439 2020-07-27 07:25:09,696 - mmaction - INFO - Epoch [126][500/3757] lr: 2.132e-02, eta: 1 day, 11:46:06, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3633, top5_acc: 0.6227, loss_cls: 2.8817, loss: 2.8817, grad_norm: 3.9437 2020-07-27 07:25:21,160 - mmaction - INFO - Epoch [126][520/3757] lr: 2.132e-02, eta: 1 day, 11:45:53, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3820, top5_acc: 0.6164, loss_cls: 2.8483, loss: 2.8483, grad_norm: 3.9090 2020-07-27 07:25:32,604 - mmaction - INFO - Epoch [126][540/3757] lr: 2.132e-02, eta: 1 day, 11:45:40, time: 0.572, data_time: 0.013, memory: 5232, top1_acc: 0.3828, top5_acc: 0.6102, loss_cls: 2.8092, loss: 2.8092, grad_norm: 3.8964 2020-07-27 07:25:44,043 - mmaction - INFO - Epoch [126][560/3757] lr: 2.132e-02, eta: 1 day, 11:45:27, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3289, top5_acc: 0.6023, loss_cls: 3.0202, loss: 3.0202, grad_norm: 4.1660 2020-07-27 07:25:55,462 - mmaction - INFO - Epoch [126][580/3757] lr: 2.132e-02, eta: 1 day, 11:45:14, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3719, top5_acc: 0.5914, loss_cls: 2.9819, loss: 2.9819, grad_norm: 3.9395 2020-07-27 07:26:06,880 - mmaction - INFO - Epoch [126][600/3757] lr: 2.132e-02, eta: 1 day, 11:45:01, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3609, top5_acc: 0.6102, loss_cls: 2.8804, loss: 2.8804, grad_norm: 3.9518 2020-07-27 07:26:18,294 - mmaction - INFO - Epoch [126][620/3757] lr: 2.132e-02, eta: 1 day, 11:44:47, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3727, top5_acc: 0.6164, loss_cls: 2.7858, loss: 2.7858, grad_norm: 3.9262 2020-07-27 07:26:29,724 - mmaction - INFO - Epoch [126][640/3757] lr: 2.132e-02, eta: 1 day, 11:44:34, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.3563, top5_acc: 0.6055, loss_cls: 2.9522, loss: 2.9522, grad_norm: 3.9313 2020-07-27 07:26:41,169 - mmaction - INFO - Epoch [126][660/3757] lr: 2.132e-02, eta: 1 day, 11:44:21, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3844, top5_acc: 0.6117, loss_cls: 2.8470, loss: 2.8470, grad_norm: 3.8633 2020-07-27 07:26:52,651 - mmaction - INFO - Epoch [126][680/3757] lr: 2.132e-02, eta: 1 day, 11:44:08, time: 0.574, data_time: 0.005, memory: 5232, top1_acc: 0.3727, top5_acc: 0.6188, loss_cls: 2.8293, loss: 2.8293, grad_norm: 3.7905 2020-07-27 07:27:04,026 - mmaction - INFO - Epoch [126][700/3757] lr: 2.132e-02, eta: 1 day, 11:43:55, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3523, top5_acc: 0.5969, loss_cls: 2.8857, loss: 2.8857, grad_norm: 3.9653 2020-07-27 07:27:15,441 - mmaction - INFO - Epoch [126][720/3757] lr: 2.132e-02, eta: 1 day, 11:43:42, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3656, top5_acc: 0.6195, loss_cls: 2.8712, loss: 2.8712, grad_norm: 4.0010 2020-07-27 07:27:26,995 - mmaction - INFO - Epoch [126][740/3757] lr: 2.132e-02, eta: 1 day, 11:43:29, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3641, top5_acc: 0.6203, loss_cls: 2.8573, loss: 2.8573, grad_norm: 3.9337 2020-07-27 07:27:38,426 - mmaction - INFO - Epoch [126][760/3757] lr: 2.132e-02, eta: 1 day, 11:43:16, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.3937, top5_acc: 0.6406, loss_cls: 2.7609, loss: 2.7609, grad_norm: 3.9159 2020-07-27 07:27:49,941 - mmaction - INFO - Epoch [126][780/3757] lr: 2.132e-02, eta: 1 day, 11:43:03, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3758, top5_acc: 0.6258, loss_cls: 2.8074, loss: 2.8074, grad_norm: 3.9301 2020-07-27 07:28:01,383 - mmaction - INFO - Epoch [126][800/3757] lr: 2.132e-02, eta: 1 day, 11:42:49, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3609, top5_acc: 0.6250, loss_cls: 2.8511, loss: 2.8511, grad_norm: 3.9764 2020-07-27 07:28:12,910 - mmaction - INFO - Epoch [126][820/3757] lr: 2.132e-02, eta: 1 day, 11:42:36, time: 0.576, data_time: 0.011, memory: 5232, top1_acc: 0.3734, top5_acc: 0.6211, loss_cls: 2.8544, loss: 2.8544, grad_norm: 3.9247 2020-07-27 07:28:24,367 - mmaction - INFO - Epoch [126][840/3757] lr: 2.132e-02, eta: 1 day, 11:42:23, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3688, top5_acc: 0.6188, loss_cls: 2.8842, loss: 2.8842, grad_norm: 4.0490 2020-07-27 07:28:35,724 - mmaction - INFO - Epoch [126][860/3757] lr: 2.132e-02, eta: 1 day, 11:42:10, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3719, top5_acc: 0.6344, loss_cls: 2.8306, loss: 2.8306, grad_norm: 3.8592 2020-07-27 07:28:47,174 - mmaction - INFO - Epoch [126][880/3757] lr: 2.132e-02, eta: 1 day, 11:41:57, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3664, top5_acc: 0.6016, loss_cls: 2.9189, loss: 2.9189, grad_norm: 3.8839 2020-07-27 07:28:59,607 - mmaction - INFO - Epoch [126][900/3757] lr: 2.132e-02, eta: 1 day, 11:41:44, time: 0.622, data_time: 0.003, memory: 5232, top1_acc: 0.3430, top5_acc: 0.5945, loss_cls: 2.9475, loss: 2.9475, grad_norm: 3.9007 2020-07-27 07:29:12,631 - mmaction - INFO - Epoch [126][920/3757] lr: 2.132e-02, eta: 1 day, 11:41:32, time: 0.651, data_time: 0.002, memory: 5232, top1_acc: 0.3563, top5_acc: 0.6172, loss_cls: 2.8488, loss: 2.8488, grad_norm: 3.9014 2020-07-27 07:29:26,984 - mmaction - INFO - Epoch [126][940/3757] lr: 2.132e-02, eta: 1 day, 11:41:21, time: 0.718, data_time: 0.003, memory: 5232, top1_acc: 0.3773, top5_acc: 0.6305, loss_cls: 2.7990, loss: 2.7990, grad_norm: 3.9865 2020-07-27 07:29:44,638 - mmaction - INFO - Epoch [126][960/3757] lr: 2.132e-02, eta: 1 day, 11:41:11, time: 0.883, data_time: 0.003, memory: 5232, top1_acc: 0.3352, top5_acc: 0.5992, loss_cls: 2.9713, loss: 2.9713, grad_norm: 4.0038 2020-07-27 07:29:56,055 - mmaction - INFO - Epoch [126][980/3757] lr: 2.132e-02, eta: 1 day, 11:40:58, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3734, top5_acc: 0.6188, loss_cls: 2.8463, loss: 2.8463, grad_norm: 3.9286 2020-07-27 07:30:07,560 - mmaction - INFO - Epoch [126][1000/3757] lr: 2.132e-02, eta: 1 day, 11:40:45, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3758, top5_acc: 0.6359, loss_cls: 2.8138, loss: 2.8138, grad_norm: 3.7896 2020-07-27 07:30:18,959 - mmaction - INFO - Epoch [126][1020/3757] lr: 2.132e-02, eta: 1 day, 11:40:32, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3398, top5_acc: 0.5969, loss_cls: 3.0213, loss: 3.0213, grad_norm: 3.9918 2020-07-27 07:30:30,213 - mmaction - INFO - Epoch [126][1040/3757] lr: 2.132e-02, eta: 1 day, 11:40:19, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.3758, top5_acc: 0.6305, loss_cls: 2.8430, loss: 2.8430, grad_norm: 3.8016 2020-07-27 07:30:41,577 - mmaction - INFO - Epoch [126][1060/3757] lr: 2.132e-02, eta: 1 day, 11:40:06, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3734, top5_acc: 0.6086, loss_cls: 2.8898, loss: 2.8898, grad_norm: 3.9102 2020-07-27 07:30:53,037 - mmaction - INFO - Epoch [126][1080/3757] lr: 2.132e-02, eta: 1 day, 11:39:53, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3711, top5_acc: 0.6242, loss_cls: 2.8766, loss: 2.8766, grad_norm: 3.9317 2020-07-27 07:31:04,514 - mmaction - INFO - Epoch [126][1100/3757] lr: 2.132e-02, eta: 1 day, 11:39:39, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3977, top5_acc: 0.6367, loss_cls: 2.7729, loss: 2.7729, grad_norm: 3.8698 2020-07-27 07:31:15,976 - mmaction - INFO - Epoch [126][1120/3757] lr: 2.132e-02, eta: 1 day, 11:39:26, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3867, top5_acc: 0.6234, loss_cls: 2.8394, loss: 2.8394, grad_norm: 3.9176 2020-07-27 07:31:27,334 - mmaction - INFO - Epoch [126][1140/3757] lr: 2.132e-02, eta: 1 day, 11:39:13, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3789, top5_acc: 0.6273, loss_cls: 2.8038, loss: 2.8038, grad_norm: 3.9362 2020-07-27 07:31:38,682 - mmaction - INFO - Epoch [126][1160/3757] lr: 2.132e-02, eta: 1 day, 11:39:00, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3742, top5_acc: 0.6148, loss_cls: 2.8509, loss: 2.8509, grad_norm: 4.0744 2020-07-27 07:31:50,133 - mmaction - INFO - Epoch [126][1180/3757] lr: 2.132e-02, eta: 1 day, 11:38:47, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3719, top5_acc: 0.6117, loss_cls: 2.8497, loss: 2.8497, grad_norm: 3.9757 2020-07-27 07:32:01,650 - mmaction - INFO - Epoch [126][1200/3757] lr: 2.132e-02, eta: 1 day, 11:38:34, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3508, top5_acc: 0.5961, loss_cls: 3.0045, loss: 3.0045, grad_norm: 4.0990 2020-07-27 07:32:13,113 - mmaction - INFO - Epoch [126][1220/3757] lr: 2.132e-02, eta: 1 day, 11:38:21, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3461, top5_acc: 0.5945, loss_cls: 2.9947, loss: 2.9947, grad_norm: 4.0317 2020-07-27 07:32:24,458 - mmaction - INFO - Epoch [126][1240/3757] lr: 2.132e-02, eta: 1 day, 11:38:07, time: 0.568, data_time: 0.001, memory: 5232, top1_acc: 0.3781, top5_acc: 0.6211, loss_cls: 2.8232, loss: 2.8232, grad_norm: 3.8930 2020-07-27 07:32:35,895 - mmaction - INFO - Epoch [126][1260/3757] lr: 2.132e-02, eta: 1 day, 11:37:54, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3656, top5_acc: 0.5820, loss_cls: 3.0042, loss: 3.0042, grad_norm: 4.0432 2020-07-27 07:32:47,399 - mmaction - INFO - Epoch [126][1280/3757] lr: 2.132e-02, eta: 1 day, 11:37:41, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3844, top5_acc: 0.6227, loss_cls: 2.7640, loss: 2.7640, grad_norm: 3.8053 2020-07-27 07:32:58,745 - mmaction - INFO - Epoch [126][1300/3757] lr: 2.132e-02, eta: 1 day, 11:37:28, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.3672, top5_acc: 0.6031, loss_cls: 2.9596, loss: 2.9596, grad_norm: 4.0546 2020-07-27 07:33:10,130 - mmaction - INFO - Epoch [126][1320/3757] lr: 2.132e-02, eta: 1 day, 11:37:15, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3773, top5_acc: 0.6086, loss_cls: 2.8751, loss: 2.8751, grad_norm: 3.9958 2020-07-27 07:33:21,588 - mmaction - INFO - Epoch [126][1340/3757] lr: 2.132e-02, eta: 1 day, 11:37:02, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3734, top5_acc: 0.6078, loss_cls: 2.8721, loss: 2.8721, grad_norm: 3.8937 2020-07-27 07:33:32,924 - mmaction - INFO - Epoch [126][1360/3757] lr: 2.132e-02, eta: 1 day, 11:36:49, time: 0.567, data_time: 0.001, memory: 5232, top1_acc: 0.3586, top5_acc: 0.6070, loss_cls: 2.9423, loss: 2.9423, grad_norm: 4.0776 2020-07-27 07:33:44,306 - mmaction - INFO - Epoch [126][1380/3757] lr: 2.132e-02, eta: 1 day, 11:36:35, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3461, top5_acc: 0.5914, loss_cls: 2.9687, loss: 2.9687, grad_norm: 4.0247 2020-07-27 07:33:55,723 - mmaction - INFO - Epoch [126][1400/3757] lr: 2.132e-02, eta: 1 day, 11:36:22, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3969, top5_acc: 0.6203, loss_cls: 2.8135, loss: 2.8135, grad_norm: 3.9098 2020-07-27 07:34:07,166 - mmaction - INFO - Epoch [126][1420/3757] lr: 2.132e-02, eta: 1 day, 11:36:09, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4016, top5_acc: 0.6391, loss_cls: 2.7723, loss: 2.7723, grad_norm: 3.8744 2020-07-27 07:34:18,564 - mmaction - INFO - Epoch [126][1440/3757] lr: 2.132e-02, eta: 1 day, 11:35:56, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3633, top5_acc: 0.6086, loss_cls: 2.9073, loss: 2.9073, grad_norm: 4.0061 2020-07-27 07:34:29,940 - mmaction - INFO - Epoch [126][1460/3757] lr: 2.132e-02, eta: 1 day, 11:35:43, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3641, top5_acc: 0.6297, loss_cls: 2.8814, loss: 2.8814, grad_norm: 3.9882 2020-07-27 07:34:41,479 - mmaction - INFO - Epoch [126][1480/3757] lr: 2.132e-02, eta: 1 day, 11:35:30, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3953, top5_acc: 0.6328, loss_cls: 2.8312, loss: 2.8312, grad_norm: 3.9104 2020-07-27 07:34:52,817 - mmaction - INFO - Epoch [126][1500/3757] lr: 2.132e-02, eta: 1 day, 11:35:17, time: 0.568, data_time: 0.001, memory: 5232, top1_acc: 0.3641, top5_acc: 0.6125, loss_cls: 2.8406, loss: 2.8406, grad_norm: 3.9596 2020-07-27 07:35:04,186 - mmaction - INFO - Epoch [126][1520/3757] lr: 2.132e-02, eta: 1 day, 11:35:03, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.3688, top5_acc: 0.6008, loss_cls: 2.9253, loss: 2.9253, grad_norm: 3.9405 2020-07-27 07:35:15,605 - mmaction - INFO - Epoch [126][1540/3757] lr: 2.132e-02, eta: 1 day, 11:34:50, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3727, top5_acc: 0.6242, loss_cls: 2.8220, loss: 2.8220, grad_norm: 3.8890 2020-07-27 07:35:26,993 - mmaction - INFO - Epoch [126][1560/3757] lr: 2.132e-02, eta: 1 day, 11:34:37, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3375, top5_acc: 0.5914, loss_cls: 3.0296, loss: 3.0296, grad_norm: 4.0949 2020-07-27 07:35:38,477 - mmaction - INFO - Epoch [126][1580/3757] lr: 2.132e-02, eta: 1 day, 11:34:24, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3812, top5_acc: 0.6375, loss_cls: 2.7897, loss: 2.7897, grad_norm: 3.8132 2020-07-27 07:35:49,985 - mmaction - INFO - Epoch [126][1600/3757] lr: 2.132e-02, eta: 1 day, 11:34:11, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.3727, top5_acc: 0.6047, loss_cls: 2.8319, loss: 2.8319, grad_norm: 3.9601 2020-07-27 07:36:01,365 - mmaction - INFO - Epoch [126][1620/3757] lr: 2.132e-02, eta: 1 day, 11:33:58, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.3672, top5_acc: 0.6117, loss_cls: 2.8978, loss: 2.8978, grad_norm: 4.0028 2020-07-27 07:36:12,675 - mmaction - INFO - Epoch [126][1640/3757] lr: 2.132e-02, eta: 1 day, 11:33:45, time: 0.566, data_time: 0.001, memory: 5232, top1_acc: 0.3727, top5_acc: 0.6188, loss_cls: 2.8551, loss: 2.8551, grad_norm: 3.8965 2020-07-27 07:36:24,180 - mmaction - INFO - Epoch [126][1660/3757] lr: 2.132e-02, eta: 1 day, 11:33:31, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3383, top5_acc: 0.5883, loss_cls: 3.0164, loss: 3.0164, grad_norm: 4.0116 2020-07-27 07:36:35,623 - mmaction - INFO - Epoch [126][1680/3757] lr: 2.132e-02, eta: 1 day, 11:33:18, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3852, top5_acc: 0.6180, loss_cls: 2.8238, loss: 2.8238, grad_norm: 3.8978 2020-07-27 07:36:46,985 - mmaction - INFO - Epoch [126][1700/3757] lr: 2.132e-02, eta: 1 day, 11:33:05, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3492, top5_acc: 0.6117, loss_cls: 2.9213, loss: 2.9213, grad_norm: 3.9434 2020-07-27 07:36:58,267 - mmaction - INFO - Epoch [126][1720/3757] lr: 2.132e-02, eta: 1 day, 11:32:52, time: 0.564, data_time: 0.004, memory: 5232, top1_acc: 0.3672, top5_acc: 0.6133, loss_cls: 2.8677, loss: 2.8677, grad_norm: 4.0394 2020-07-27 07:37:09,708 - mmaction - INFO - Epoch [126][1740/3757] lr: 2.132e-02, eta: 1 day, 11:32:39, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3594, top5_acc: 0.6086, loss_cls: 2.8808, loss: 2.8808, grad_norm: 3.8975 2020-07-27 07:37:21,197 - mmaction - INFO - Epoch [126][1760/3757] lr: 2.132e-02, eta: 1 day, 11:32:26, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3656, top5_acc: 0.5961, loss_cls: 2.9567, loss: 2.9567, grad_norm: 3.8703 2020-07-27 07:37:32,729 - mmaction - INFO - Epoch [126][1780/3757] lr: 2.132e-02, eta: 1 day, 11:32:13, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3797, top5_acc: 0.6047, loss_cls: 2.8968, loss: 2.8968, grad_norm: 3.9354 2020-07-27 07:37:44,118 - mmaction - INFO - Epoch [126][1800/3757] lr: 2.132e-02, eta: 1 day, 11:32:00, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3609, top5_acc: 0.6039, loss_cls: 2.9235, loss: 2.9235, grad_norm: 3.8947 2020-07-27 07:37:55,646 - mmaction - INFO - Epoch [126][1820/3757] lr: 2.132e-02, eta: 1 day, 11:31:46, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.3875, top5_acc: 0.6258, loss_cls: 2.8089, loss: 2.8089, grad_norm: 3.8173 2020-07-27 07:38:07,088 - mmaction - INFO - Epoch [126][1840/3757] lr: 2.132e-02, eta: 1 day, 11:31:33, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.3828, top5_acc: 0.6234, loss_cls: 2.8134, loss: 2.8134, grad_norm: 3.8447 2020-07-27 07:38:18,498 - mmaction - INFO - Epoch [126][1860/3757] lr: 2.132e-02, eta: 1 day, 11:31:20, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3617, top5_acc: 0.6141, loss_cls: 2.9217, loss: 2.9217, grad_norm: 4.0017 2020-07-27 07:38:29,936 - mmaction - INFO - Epoch [126][1880/3757] lr: 2.132e-02, eta: 1 day, 11:31:07, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.3461, top5_acc: 0.5828, loss_cls: 2.9674, loss: 2.9674, grad_norm: 3.9810 2020-07-27 07:38:41,429 - mmaction - INFO - Epoch [126][1900/3757] lr: 2.132e-02, eta: 1 day, 11:30:54, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3664, top5_acc: 0.5969, loss_cls: 2.8883, loss: 2.8883, grad_norm: 3.9146 2020-07-27 07:38:52,918 - mmaction - INFO - Epoch [126][1920/3757] lr: 2.132e-02, eta: 1 day, 11:30:41, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3797, top5_acc: 0.6055, loss_cls: 2.8879, loss: 2.8879, grad_norm: 3.8526 2020-07-27 07:39:04,271 - mmaction - INFO - Epoch [126][1940/3757] lr: 2.132e-02, eta: 1 day, 11:30:28, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3656, top5_acc: 0.6039, loss_cls: 2.9249, loss: 2.9249, grad_norm: 3.8786 2020-07-27 07:39:15,672 - mmaction - INFO - Epoch [126][1960/3757] lr: 2.132e-02, eta: 1 day, 11:30:15, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4094, top5_acc: 0.6281, loss_cls: 2.7520, loss: 2.7520, grad_norm: 3.7577 2020-07-27 07:39:27,123 - mmaction - INFO - Epoch [126][1980/3757] lr: 2.132e-02, eta: 1 day, 11:30:01, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3812, top5_acc: 0.6227, loss_cls: 2.8471, loss: 2.8471, grad_norm: 4.0541 2020-07-27 07:39:38,460 - mmaction - INFO - Epoch [126][2000/3757] lr: 2.132e-02, eta: 1 day, 11:29:48, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3633, top5_acc: 0.6031, loss_cls: 2.9258, loss: 2.9258, grad_norm: 3.9742 2020-07-27 07:39:49,967 - mmaction - INFO - Epoch [126][2020/3757] lr: 2.132e-02, eta: 1 day, 11:29:35, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3734, top5_acc: 0.6234, loss_cls: 2.8467, loss: 2.8467, grad_norm: 4.0486 2020-07-27 07:40:01,326 - mmaction - INFO - Epoch [126][2040/3757] lr: 2.132e-02, eta: 1 day, 11:29:22, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3773, top5_acc: 0.6086, loss_cls: 2.8594, loss: 2.8594, grad_norm: 3.9750 2020-07-27 07:40:12,712 - mmaction - INFO - Epoch [126][2060/3757] lr: 2.132e-02, eta: 1 day, 11:29:09, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3742, top5_acc: 0.6117, loss_cls: 2.8726, loss: 2.8726, grad_norm: 3.9446 2020-07-27 07:40:24,118 - mmaction - INFO - Epoch [126][2080/3757] lr: 2.132e-02, eta: 1 day, 11:28:56, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3539, top5_acc: 0.5984, loss_cls: 2.9796, loss: 2.9796, grad_norm: 4.0198 2020-07-27 07:40:35,514 - mmaction - INFO - Epoch [126][2100/3757] lr: 2.132e-02, eta: 1 day, 11:28:43, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3844, top5_acc: 0.5984, loss_cls: 2.9000, loss: 2.9000, grad_norm: 3.9637 2020-07-27 07:40:47,017 - mmaction - INFO - Epoch [126][2120/3757] lr: 2.132e-02, eta: 1 day, 11:28:29, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3656, top5_acc: 0.6062, loss_cls: 2.8731, loss: 2.8731, grad_norm: 3.9902 2020-07-27 07:40:58,397 - mmaction - INFO - Epoch [126][2140/3757] lr: 2.132e-02, eta: 1 day, 11:28:16, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3812, top5_acc: 0.6273, loss_cls: 2.8172, loss: 2.8172, grad_norm: 3.9220 2020-07-27 07:41:09,820 - mmaction - INFO - Epoch [126][2160/3757] lr: 2.132e-02, eta: 1 day, 11:28:03, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3492, top5_acc: 0.6031, loss_cls: 2.9101, loss: 2.9101, grad_norm: 3.9343 2020-07-27 07:41:21,352 - mmaction - INFO - Epoch [126][2180/3757] lr: 2.132e-02, eta: 1 day, 11:27:50, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3680, top5_acc: 0.6172, loss_cls: 2.8993, loss: 2.8993, grad_norm: 4.0706 2020-07-27 07:41:32,812 - mmaction - INFO - Epoch [126][2200/3757] lr: 2.132e-02, eta: 1 day, 11:27:37, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3766, top5_acc: 0.6023, loss_cls: 2.9910, loss: 2.9910, grad_norm: 3.9292 2020-07-27 07:41:44,208 - mmaction - INFO - Epoch [126][2220/3757] lr: 2.132e-02, eta: 1 day, 11:27:24, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.3898, top5_acc: 0.6438, loss_cls: 2.7413, loss: 2.7413, grad_norm: 3.8828 2020-07-27 07:41:55,669 - mmaction - INFO - Epoch [126][2240/3757] lr: 2.132e-02, eta: 1 day, 11:27:11, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3414, top5_acc: 0.6109, loss_cls: 2.9105, loss: 2.9105, grad_norm: 4.0244 2020-07-27 07:42:07,105 - mmaction - INFO - Epoch [126][2260/3757] lr: 2.132e-02, eta: 1 day, 11:26:58, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3586, top5_acc: 0.6062, loss_cls: 2.9185, loss: 2.9185, grad_norm: 4.0034 2020-07-27 07:42:18,598 - mmaction - INFO - Epoch [126][2280/3757] lr: 2.132e-02, eta: 1 day, 11:26:45, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.3523, top5_acc: 0.5898, loss_cls: 3.0453, loss: 3.0453, grad_norm: 4.0077 2020-07-27 07:42:30,023 - mmaction - INFO - Epoch [126][2300/3757] lr: 2.132e-02, eta: 1 day, 11:26:31, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3625, top5_acc: 0.6164, loss_cls: 2.8661, loss: 2.8661, grad_norm: 3.9082 2020-07-27 07:42:41,415 - mmaction - INFO - Epoch [126][2320/3757] lr: 2.132e-02, eta: 1 day, 11:26:18, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3570, top5_acc: 0.6102, loss_cls: 2.8968, loss: 2.8968, grad_norm: 4.0012 2020-07-27 07:42:52,852 - mmaction - INFO - Epoch [126][2340/3757] lr: 2.132e-02, eta: 1 day, 11:26:05, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3570, top5_acc: 0.5898, loss_cls: 3.0080, loss: 3.0080, grad_norm: 4.0350 2020-07-27 07:43:04,271 - mmaction - INFO - Epoch [126][2360/3757] lr: 2.132e-02, eta: 1 day, 11:25:52, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3594, top5_acc: 0.5875, loss_cls: 2.9700, loss: 2.9700, grad_norm: 3.9051 2020-07-27 07:43:15,792 - mmaction - INFO - Epoch [126][2380/3757] lr: 2.132e-02, eta: 1 day, 11:25:39, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3672, top5_acc: 0.6281, loss_cls: 2.8599, loss: 2.8599, grad_norm: 3.9311 2020-07-27 07:43:27,144 - mmaction - INFO - Epoch [126][2400/3757] lr: 2.132e-02, eta: 1 day, 11:25:26, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3586, top5_acc: 0.6000, loss_cls: 2.9093, loss: 2.9093, grad_norm: 3.8991 2020-07-27 07:43:38,533 - mmaction - INFO - Epoch [126][2420/3757] lr: 2.132e-02, eta: 1 day, 11:25:13, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.3586, top5_acc: 0.5938, loss_cls: 2.9470, loss: 2.9470, grad_norm: 4.0063 2020-07-27 07:43:49,867 - mmaction - INFO - Epoch [126][2440/3757] lr: 2.132e-02, eta: 1 day, 11:24:59, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3625, top5_acc: 0.6172, loss_cls: 2.8582, loss: 2.8582, grad_norm: 3.9513 2020-07-27 07:44:01,240 - mmaction - INFO - Epoch [126][2460/3757] lr: 2.132e-02, eta: 1 day, 11:24:46, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3711, top5_acc: 0.6148, loss_cls: 2.8596, loss: 2.8596, grad_norm: 4.0636 2020-07-27 07:44:12,656 - mmaction - INFO - Epoch [126][2480/3757] lr: 2.132e-02, eta: 1 day, 11:24:33, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3883, top5_acc: 0.6094, loss_cls: 2.8523, loss: 2.8523, grad_norm: 3.8932 2020-07-27 07:44:24,138 - mmaction - INFO - Epoch [126][2500/3757] lr: 2.132e-02, eta: 1 day, 11:24:20, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3602, top5_acc: 0.6219, loss_cls: 2.8626, loss: 2.8626, grad_norm: 3.8492 2020-07-27 07:44:35,535 - mmaction - INFO - Epoch [126][2520/3757] lr: 2.132e-02, eta: 1 day, 11:24:07, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3531, top5_acc: 0.5898, loss_cls: 2.9291, loss: 2.9291, grad_norm: 4.0009 2020-07-27 07:44:46,971 - mmaction - INFO - Epoch [126][2540/3757] lr: 2.132e-02, eta: 1 day, 11:23:54, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.6117, loss_cls: 2.9360, loss: 2.9360, grad_norm: 3.9255 2020-07-27 07:44:58,458 - mmaction - INFO - Epoch [126][2560/3757] lr: 2.132e-02, eta: 1 day, 11:23:41, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3641, top5_acc: 0.6086, loss_cls: 2.9148, loss: 2.9148, grad_norm: 3.8798 2020-07-27 07:45:09,814 - mmaction - INFO - Epoch [126][2580/3757] lr: 2.132e-02, eta: 1 day, 11:23:28, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3859, top5_acc: 0.6266, loss_cls: 2.7488, loss: 2.7488, grad_norm: 3.9835 2020-07-27 07:45:21,249 - mmaction - INFO - Epoch [126][2600/3757] lr: 2.132e-02, eta: 1 day, 11:23:14, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3555, top5_acc: 0.5992, loss_cls: 2.9252, loss: 2.9252, grad_norm: 3.9728 2020-07-27 07:45:32,706 - mmaction - INFO - Epoch [126][2620/3757] lr: 2.132e-02, eta: 1 day, 11:23:01, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3742, top5_acc: 0.6156, loss_cls: 2.8618, loss: 2.8618, grad_norm: 3.9167 2020-07-27 07:45:44,137 - mmaction - INFO - Epoch [126][2640/3757] lr: 2.132e-02, eta: 1 day, 11:22:48, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3797, top5_acc: 0.6125, loss_cls: 2.9010, loss: 2.9010, grad_norm: 3.9862 2020-07-27 07:45:55,585 - mmaction - INFO - Epoch [126][2660/3757] lr: 2.132e-02, eta: 1 day, 11:22:35, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3578, top5_acc: 0.6094, loss_cls: 2.9373, loss: 2.9373, grad_norm: 4.0230 2020-07-27 07:46:07,079 - mmaction - INFO - Epoch [126][2680/3757] lr: 2.132e-02, eta: 1 day, 11:22:22, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.5984, loss_cls: 2.9467, loss: 2.9467, grad_norm: 4.0743 2020-07-27 07:46:18,533 - mmaction - INFO - Epoch [126][2700/3757] lr: 2.132e-02, eta: 1 day, 11:22:09, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3695, top5_acc: 0.6289, loss_cls: 2.7802, loss: 2.7802, grad_norm: 3.8516 2020-07-27 07:46:29,948 - mmaction - INFO - Epoch [126][2720/3757] lr: 2.132e-02, eta: 1 day, 11:21:56, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3695, top5_acc: 0.6250, loss_cls: 2.8527, loss: 2.8527, grad_norm: 3.9277 2020-07-27 07:46:41,421 - mmaction - INFO - Epoch [126][2740/3757] lr: 2.132e-02, eta: 1 day, 11:21:43, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.3594, top5_acc: 0.5984, loss_cls: 2.9353, loss: 2.9353, grad_norm: 3.9976 2020-07-27 07:46:52,928 - mmaction - INFO - Epoch [126][2760/3757] lr: 2.132e-02, eta: 1 day, 11:21:30, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.3875, top5_acc: 0.6258, loss_cls: 2.7841, loss: 2.7841, grad_norm: 3.9699 2020-07-27 07:47:04,314 - mmaction - INFO - Epoch [126][2780/3757] lr: 2.132e-02, eta: 1 day, 11:21:17, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3664, top5_acc: 0.6211, loss_cls: 2.8665, loss: 2.8665, grad_norm: 3.9249 2020-07-27 07:47:15,813 - mmaction - INFO - Epoch [126][2800/3757] lr: 2.132e-02, eta: 1 day, 11:21:03, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3727, top5_acc: 0.6258, loss_cls: 2.8720, loss: 2.8720, grad_norm: 3.9765 2020-07-27 07:47:27,220 - mmaction - INFO - Epoch [126][2820/3757] lr: 2.132e-02, eta: 1 day, 11:20:50, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3680, top5_acc: 0.6180, loss_cls: 2.8869, loss: 2.8869, grad_norm: 4.0526 2020-07-27 07:47:38,655 - mmaction - INFO - Epoch [126][2840/3757] lr: 2.132e-02, eta: 1 day, 11:20:37, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3625, top5_acc: 0.5953, loss_cls: 2.9184, loss: 2.9184, grad_norm: 3.9561 2020-07-27 07:47:50,031 - mmaction - INFO - Epoch [126][2860/3757] lr: 2.132e-02, eta: 1 day, 11:20:24, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3508, top5_acc: 0.5953, loss_cls: 2.9341, loss: 2.9341, grad_norm: 4.0154 2020-07-27 07:48:01,473 - mmaction - INFO - Epoch [126][2880/3757] lr: 2.132e-02, eta: 1 day, 11:20:11, time: 0.571, data_time: 0.001, memory: 5232, top1_acc: 0.3602, top5_acc: 0.6195, loss_cls: 2.8464, loss: 2.8464, grad_norm: 3.9363 2020-07-27 07:48:12,892 - mmaction - INFO - Epoch [126][2900/3757] lr: 2.132e-02, eta: 1 day, 11:19:58, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3633, top5_acc: 0.6102, loss_cls: 2.9273, loss: 2.9273, grad_norm: 3.9511 2020-07-27 07:48:24,305 - mmaction - INFO - Epoch [126][2920/3757] lr: 2.132e-02, eta: 1 day, 11:19:45, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3648, top5_acc: 0.5961, loss_cls: 2.9515, loss: 2.9515, grad_norm: 3.9989 2020-07-27 07:48:35,780 - mmaction - INFO - Epoch [126][2940/3757] lr: 2.132e-02, eta: 1 day, 11:19:32, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3570, top5_acc: 0.6133, loss_cls: 2.8831, loss: 2.8831, grad_norm: 3.9620 2020-07-27 07:48:47,129 - mmaction - INFO - Epoch [126][2960/3757] lr: 2.132e-02, eta: 1 day, 11:19:18, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3727, top5_acc: 0.6211, loss_cls: 2.8517, loss: 2.8517, grad_norm: 3.8507 2020-07-27 07:48:58,605 - mmaction - INFO - Epoch [126][2980/3757] lr: 2.132e-02, eta: 1 day, 11:19:05, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3438, top5_acc: 0.6055, loss_cls: 2.9368, loss: 2.9368, grad_norm: 4.1513 2020-07-27 07:49:10,145 - mmaction - INFO - Epoch [126][3000/3757] lr: 2.132e-02, eta: 1 day, 11:18:52, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3523, top5_acc: 0.5898, loss_cls: 3.0189, loss: 3.0189, grad_norm: 3.8919 2020-07-27 07:49:21,619 - mmaction - INFO - Epoch [126][3020/3757] lr: 2.132e-02, eta: 1 day, 11:18:39, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3688, top5_acc: 0.6133, loss_cls: 2.8892, loss: 2.8892, grad_norm: 3.8643 2020-07-27 07:49:32,972 - mmaction - INFO - Epoch [126][3040/3757] lr: 2.132e-02, eta: 1 day, 11:18:26, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3523, top5_acc: 0.6320, loss_cls: 2.9350, loss: 2.9350, grad_norm: 4.0229 2020-07-27 07:49:44,391 - mmaction - INFO - Epoch [126][3060/3757] lr: 2.132e-02, eta: 1 day, 11:18:13, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3609, top5_acc: 0.6062, loss_cls: 2.9282, loss: 2.9282, grad_norm: 3.8971 2020-07-27 07:49:55,736 - mmaction - INFO - Epoch [126][3080/3757] lr: 2.132e-02, eta: 1 day, 11:18:00, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3859, top5_acc: 0.6203, loss_cls: 2.8899, loss: 2.8899, grad_norm: 4.0279 2020-07-27 07:50:07,160 - mmaction - INFO - Epoch [126][3100/3757] lr: 2.132e-02, eta: 1 day, 11:17:47, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3578, top5_acc: 0.6172, loss_cls: 2.8627, loss: 2.8627, grad_norm: 3.9209 2020-07-27 07:50:18,534 - mmaction - INFO - Epoch [126][3120/3757] lr: 2.132e-02, eta: 1 day, 11:17:33, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3875, top5_acc: 0.6398, loss_cls: 2.7277, loss: 2.7277, grad_norm: 3.8928 2020-07-27 07:50:29,993 - mmaction - INFO - Epoch [126][3140/3757] lr: 2.132e-02, eta: 1 day, 11:17:20, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3859, top5_acc: 0.6094, loss_cls: 2.8823, loss: 2.8823, grad_norm: 3.9636 2020-07-27 07:50:41,489 - mmaction - INFO - Epoch [126][3160/3757] lr: 2.132e-02, eta: 1 day, 11:17:07, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3922, top5_acc: 0.6266, loss_cls: 2.7507, loss: 2.7507, grad_norm: 3.9260 2020-07-27 07:50:52,877 - mmaction - INFO - Epoch [126][3180/3757] lr: 2.132e-02, eta: 1 day, 11:16:54, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3734, top5_acc: 0.6086, loss_cls: 2.8815, loss: 2.8815, grad_norm: 3.9785 2020-07-27 07:51:04,294 - mmaction - INFO - Epoch [126][3200/3757] lr: 2.132e-02, eta: 1 day, 11:16:41, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3531, top5_acc: 0.6047, loss_cls: 3.0007, loss: 3.0007, grad_norm: 4.0360 2020-07-27 07:51:15,750 - mmaction - INFO - Epoch [126][3220/3757] lr: 2.132e-02, eta: 1 day, 11:16:28, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.3852, top5_acc: 0.6164, loss_cls: 2.8451, loss: 2.8451, grad_norm: 3.9189 2020-07-27 07:51:27,264 - mmaction - INFO - Epoch [126][3240/3757] lr: 2.132e-02, eta: 1 day, 11:16:15, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3836, top5_acc: 0.6234, loss_cls: 2.7757, loss: 2.7757, grad_norm: 3.8473 2020-07-27 07:51:38,716 - mmaction - INFO - Epoch [126][3260/3757] lr: 2.132e-02, eta: 1 day, 11:16:02, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3773, top5_acc: 0.6336, loss_cls: 2.8046, loss: 2.8046, grad_norm: 3.8264 2020-07-27 07:51:50,156 - mmaction - INFO - Epoch [126][3280/3757] lr: 2.132e-02, eta: 1 day, 11:15:49, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3641, top5_acc: 0.6352, loss_cls: 2.8330, loss: 2.8330, grad_norm: 3.9085 2020-07-27 07:52:01,498 - mmaction - INFO - Epoch [126][3300/3757] lr: 2.132e-02, eta: 1 day, 11:15:35, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.4023, top5_acc: 0.6258, loss_cls: 2.7846, loss: 2.7846, grad_norm: 3.9014 2020-07-27 07:52:12,830 - mmaction - INFO - Epoch [126][3320/3757] lr: 2.132e-02, eta: 1 day, 11:15:22, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3742, top5_acc: 0.5883, loss_cls: 2.8814, loss: 2.8814, grad_norm: 3.9957 2020-07-27 07:52:24,256 - mmaction - INFO - Epoch [126][3340/3757] lr: 2.132e-02, eta: 1 day, 11:15:09, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3625, top5_acc: 0.6094, loss_cls: 2.9095, loss: 2.9095, grad_norm: 3.9984 2020-07-27 07:52:35,660 - mmaction - INFO - Epoch [126][3360/3757] lr: 2.132e-02, eta: 1 day, 11:14:56, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3461, top5_acc: 0.6086, loss_cls: 2.9582, loss: 2.9582, grad_norm: 4.0428 2020-07-27 07:52:47,132 - mmaction - INFO - Epoch [126][3380/3757] lr: 2.132e-02, eta: 1 day, 11:14:43, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3320, top5_acc: 0.5836, loss_cls: 3.0120, loss: 3.0120, grad_norm: 3.9312 2020-07-27 07:52:58,545 - mmaction - INFO - Epoch [126][3400/3757] lr: 2.132e-02, eta: 1 day, 11:14:30, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3789, top5_acc: 0.6133, loss_cls: 2.8684, loss: 2.8684, grad_norm: 4.0259 2020-07-27 07:53:09,997 - mmaction - INFO - Epoch [126][3420/3757] lr: 2.132e-02, eta: 1 day, 11:14:17, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3594, top5_acc: 0.5859, loss_cls: 2.9651, loss: 2.9651, grad_norm: 4.0695 2020-07-27 07:53:21,484 - mmaction - INFO - Epoch [126][3440/3757] lr: 2.132e-02, eta: 1 day, 11:14:04, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3555, top5_acc: 0.6156, loss_cls: 2.8766, loss: 2.8766, grad_norm: 4.0837 2020-07-27 07:53:32,752 - mmaction - INFO - Epoch [126][3460/3757] lr: 2.132e-02, eta: 1 day, 11:13:50, time: 0.563, data_time: 0.001, memory: 5232, top1_acc: 0.3836, top5_acc: 0.6219, loss_cls: 2.8055, loss: 2.8055, grad_norm: 3.8496 2020-07-27 07:53:44,199 - mmaction - INFO - Epoch [126][3480/3757] lr: 2.132e-02, eta: 1 day, 11:13:37, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3703, top5_acc: 0.6094, loss_cls: 2.8079, loss: 2.8079, grad_norm: 3.8918 2020-07-27 07:53:55,651 - mmaction - INFO - Epoch [126][3500/3757] lr: 2.132e-02, eta: 1 day, 11:13:24, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3469, top5_acc: 0.6188, loss_cls: 2.9380, loss: 2.9380, grad_norm: 4.1136 2020-07-27 07:54:07,013 - mmaction - INFO - Epoch [126][3520/3757] lr: 2.132e-02, eta: 1 day, 11:13:11, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.3594, top5_acc: 0.6047, loss_cls: 2.9190, loss: 2.9190, grad_norm: 3.9747 2020-07-27 07:54:18,404 - mmaction - INFO - Epoch [126][3540/3757] lr: 2.132e-02, eta: 1 day, 11:12:58, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3727, top5_acc: 0.6117, loss_cls: 2.8279, loss: 2.8279, grad_norm: 3.8269 2020-07-27 07:54:29,792 - mmaction - INFO - Epoch [126][3560/3757] lr: 2.132e-02, eta: 1 day, 11:12:45, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3844, top5_acc: 0.6320, loss_cls: 2.8423, loss: 2.8423, grad_norm: 3.8470 2020-07-27 07:54:41,145 - mmaction - INFO - Epoch [126][3580/3757] lr: 2.132e-02, eta: 1 day, 11:12:32, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3672, top5_acc: 0.6203, loss_cls: 2.8161, loss: 2.8161, grad_norm: 4.0277 2020-07-27 07:54:52,585 - mmaction - INFO - Epoch [126][3600/3757] lr: 2.132e-02, eta: 1 day, 11:12:19, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3750, top5_acc: 0.6281, loss_cls: 2.8308, loss: 2.8308, grad_norm: 3.8455 2020-07-27 07:55:04,138 - mmaction - INFO - Epoch [126][3620/3757] lr: 2.132e-02, eta: 1 day, 11:12:06, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3789, top5_acc: 0.6203, loss_cls: 2.8249, loss: 2.8249, grad_norm: 3.9435 2020-07-27 07:55:15,588 - mmaction - INFO - Epoch [126][3640/3757] lr: 2.132e-02, eta: 1 day, 11:11:52, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3711, top5_acc: 0.6062, loss_cls: 2.8633, loss: 2.8633, grad_norm: 4.0535 2020-07-27 07:55:27,056 - mmaction - INFO - Epoch [126][3660/3757] lr: 2.132e-02, eta: 1 day, 11:11:39, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3516, top5_acc: 0.6039, loss_cls: 2.9549, loss: 2.9549, grad_norm: 4.1082 2020-07-27 07:55:38,487 - mmaction - INFO - Epoch [126][3680/3757] lr: 2.132e-02, eta: 1 day, 11:11:26, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3625, top5_acc: 0.6023, loss_cls: 2.9676, loss: 2.9676, grad_norm: 4.2035 2020-07-27 07:55:49,922 - mmaction - INFO - Epoch [126][3700/3757] lr: 2.132e-02, eta: 1 day, 11:11:13, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3609, top5_acc: 0.6156, loss_cls: 2.9046, loss: 2.9046, grad_norm: 4.0122 2020-07-27 07:56:01,354 - mmaction - INFO - Epoch [126][3720/3757] lr: 2.132e-02, eta: 1 day, 11:11:00, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3937, top5_acc: 0.6477, loss_cls: 2.7522, loss: 2.7522, grad_norm: 3.8034 2020-07-27 07:56:12,708 - mmaction - INFO - Epoch [126][3740/3757] lr: 2.132e-02, eta: 1 day, 11:10:47, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.5977, loss_cls: 2.9266, loss: 2.9266, grad_norm: 4.0172 2020-07-27 07:59:41,142 - mmaction - INFO - Epoch [127][20/3757] lr: 2.061e-02, eta: 1 day, 11:12:04, time: 9.592, data_time: 8.897, memory: 5232, top1_acc: 0.3859, top5_acc: 0.6328, loss_cls: 2.7635, loss: 2.7635, grad_norm: 3.8947 2020-07-27 07:59:52,512 - mmaction - INFO - Epoch [127][40/3757] lr: 2.061e-02, eta: 1 day, 11:11:51, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.3820, top5_acc: 0.6266, loss_cls: 2.8016, loss: 2.8016, grad_norm: 3.9381 2020-07-27 08:00:09,964 - mmaction - INFO - Epoch [127][60/3757] lr: 2.061e-02, eta: 1 day, 11:11:41, time: 0.868, data_time: 0.019, memory: 5232, top1_acc: 0.3414, top5_acc: 0.5922, loss_cls: 2.9923, loss: 2.9923, grad_norm: 4.0026 2020-07-27 08:00:21,472 - mmaction - INFO - Epoch [127][80/3757] lr: 2.061e-02, eta: 1 day, 11:11:28, time: 0.580, data_time: 0.008, memory: 5232, top1_acc: 0.3688, top5_acc: 0.6188, loss_cls: 2.8823, loss: 2.8823, grad_norm: 4.0147 2020-07-27 08:00:32,946 - mmaction - INFO - Epoch [127][100/3757] lr: 2.061e-02, eta: 1 day, 11:11:15, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3812, top5_acc: 0.6430, loss_cls: 2.8148, loss: 2.8148, grad_norm: 4.0125 2020-07-27 08:00:44,283 - mmaction - INFO - Epoch [127][120/3757] lr: 2.061e-02, eta: 1 day, 11:11:02, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3766, top5_acc: 0.6234, loss_cls: 2.8616, loss: 2.8616, grad_norm: 3.9372 2020-07-27 08:00:55,661 - mmaction - INFO - Epoch [127][140/3757] lr: 2.061e-02, eta: 1 day, 11:10:49, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3594, top5_acc: 0.6086, loss_cls: 2.8964, loss: 2.8964, grad_norm: 3.9959 2020-07-27 08:01:07,068 - mmaction - INFO - Epoch [127][160/3757] lr: 2.061e-02, eta: 1 day, 11:10:36, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3523, top5_acc: 0.5945, loss_cls: 2.9806, loss: 2.9806, grad_norm: 4.0534 2020-07-27 08:01:18,458 - mmaction - INFO - Epoch [127][180/3757] lr: 2.061e-02, eta: 1 day, 11:10:22, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3680, top5_acc: 0.6031, loss_cls: 2.8991, loss: 2.8991, grad_norm: 3.8684 2020-07-27 08:01:29,777 - mmaction - INFO - Epoch [127][200/3757] lr: 2.061e-02, eta: 1 day, 11:10:09, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3688, top5_acc: 0.6031, loss_cls: 2.9515, loss: 2.9515, grad_norm: 4.0057 2020-07-27 08:01:41,245 - mmaction - INFO - Epoch [127][220/3757] lr: 2.061e-02, eta: 1 day, 11:09:56, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3844, top5_acc: 0.6141, loss_cls: 2.8019, loss: 2.8019, grad_norm: 3.8793 2020-07-27 08:01:52,586 - mmaction - INFO - Epoch [127][240/3757] lr: 2.061e-02, eta: 1 day, 11:09:43, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3508, top5_acc: 0.6047, loss_cls: 2.9217, loss: 2.9217, grad_norm: 3.9746 2020-07-27 08:02:03,902 - mmaction - INFO - Epoch [127][260/3757] lr: 2.061e-02, eta: 1 day, 11:09:30, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3742, top5_acc: 0.6180, loss_cls: 2.8382, loss: 2.8382, grad_norm: 4.0514 2020-07-27 08:02:15,197 - mmaction - INFO - Epoch [127][280/3757] lr: 2.061e-02, eta: 1 day, 11:09:17, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.3812, top5_acc: 0.6289, loss_cls: 2.8275, loss: 2.8275, grad_norm: 3.9890 2020-07-27 08:02:26,593 - mmaction - INFO - Epoch [127][300/3757] lr: 2.061e-02, eta: 1 day, 11:09:03, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3727, top5_acc: 0.5938, loss_cls: 2.9141, loss: 2.9141, grad_norm: 3.8578 2020-07-27 08:02:37,969 - mmaction - INFO - Epoch [127][320/3757] lr: 2.061e-02, eta: 1 day, 11:08:50, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3578, top5_acc: 0.5969, loss_cls: 2.9000, loss: 2.9000, grad_norm: 3.9012 2020-07-27 08:02:49,218 - mmaction - INFO - Epoch [127][340/3757] lr: 2.061e-02, eta: 1 day, 11:08:37, time: 0.562, data_time: 0.003, memory: 5232, top1_acc: 0.3719, top5_acc: 0.6102, loss_cls: 2.8328, loss: 2.8328, grad_norm: 3.9628 2020-07-27 08:03:00,502 - mmaction - INFO - Epoch [127][360/3757] lr: 2.061e-02, eta: 1 day, 11:08:24, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.3789, top5_acc: 0.6414, loss_cls: 2.8018, loss: 2.8018, grad_norm: 3.9513 2020-07-27 08:03:11,855 - mmaction - INFO - Epoch [127][380/3757] lr: 2.061e-02, eta: 1 day, 11:08:11, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3992, top5_acc: 0.6219, loss_cls: 2.8226, loss: 2.8226, grad_norm: 3.8845 2020-07-27 08:03:23,206 - mmaction - INFO - Epoch [127][400/3757] lr: 2.061e-02, eta: 1 day, 11:07:57, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3625, top5_acc: 0.6367, loss_cls: 2.8825, loss: 2.8825, grad_norm: 4.0799 2020-07-27 08:03:34,706 - mmaction - INFO - Epoch [127][420/3757] lr: 2.061e-02, eta: 1 day, 11:07:44, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4078, top5_acc: 0.6375, loss_cls: 2.7946, loss: 2.7946, grad_norm: 3.8795 2020-07-27 08:03:46,122 - mmaction - INFO - Epoch [127][440/3757] lr: 2.061e-02, eta: 1 day, 11:07:31, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3805, top5_acc: 0.6234, loss_cls: 2.7986, loss: 2.7986, grad_norm: 3.9913 2020-07-27 08:03:57,685 - mmaction - INFO - Epoch [127][460/3757] lr: 2.061e-02, eta: 1 day, 11:07:18, time: 0.578, data_time: 0.019, memory: 5232, top1_acc: 0.3844, top5_acc: 0.6367, loss_cls: 2.8275, loss: 2.8275, grad_norm: 4.0156 2020-07-27 08:04:09,158 - mmaction - INFO - Epoch [127][480/3757] lr: 2.061e-02, eta: 1 day, 11:07:05, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3961, top5_acc: 0.6258, loss_cls: 2.8177, loss: 2.8177, grad_norm: 3.8929 2020-07-27 08:04:20,601 - mmaction - INFO - Epoch [127][500/3757] lr: 2.061e-02, eta: 1 day, 11:06:52, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3859, top5_acc: 0.6281, loss_cls: 2.8130, loss: 2.8130, grad_norm: 3.9721 2020-07-27 08:04:32,046 - mmaction - INFO - Epoch [127][520/3757] lr: 2.061e-02, eta: 1 day, 11:06:39, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3641, top5_acc: 0.5922, loss_cls: 2.8893, loss: 2.8893, grad_norm: 3.9381 2020-07-27 08:04:43,479 - mmaction - INFO - Epoch [127][540/3757] lr: 2.061e-02, eta: 1 day, 11:06:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3797, top5_acc: 0.6367, loss_cls: 2.8057, loss: 2.8057, grad_norm: 4.0504 2020-07-27 08:04:54,917 - mmaction - INFO - Epoch [127][560/3757] lr: 2.061e-02, eta: 1 day, 11:06:13, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3852, top5_acc: 0.6062, loss_cls: 2.8486, loss: 2.8486, grad_norm: 3.9770 2020-07-27 08:05:06,260 - mmaction - INFO - Epoch [127][580/3757] lr: 2.061e-02, eta: 1 day, 11:05:59, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3680, top5_acc: 0.6062, loss_cls: 2.8744, loss: 2.8744, grad_norm: 4.0475 2020-07-27 08:05:17,653 - mmaction - INFO - Epoch [127][600/3757] lr: 2.061e-02, eta: 1 day, 11:05:46, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3828, top5_acc: 0.6312, loss_cls: 2.7803, loss: 2.7803, grad_norm: 3.7938 2020-07-27 08:05:29,089 - mmaction - INFO - Epoch [127][620/3757] lr: 2.061e-02, eta: 1 day, 11:05:33, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3734, top5_acc: 0.6156, loss_cls: 2.8715, loss: 2.8715, grad_norm: 3.9017 2020-07-27 08:05:40,525 - mmaction - INFO - Epoch [127][640/3757] lr: 2.061e-02, eta: 1 day, 11:05:20, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3688, top5_acc: 0.6227, loss_cls: 2.8467, loss: 2.8467, grad_norm: 3.9279 2020-07-27 08:05:51,892 - mmaction - INFO - Epoch [127][660/3757] lr: 2.061e-02, eta: 1 day, 11:05:07, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.3625, top5_acc: 0.6242, loss_cls: 2.9058, loss: 2.9058, grad_norm: 4.1168 2020-07-27 08:06:03,281 - mmaction - INFO - Epoch [127][680/3757] lr: 2.061e-02, eta: 1 day, 11:04:54, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3844, top5_acc: 0.6312, loss_cls: 2.7803, loss: 2.7803, grad_norm: 3.8271 2020-07-27 08:06:14,742 - mmaction - INFO - Epoch [127][700/3757] lr: 2.061e-02, eta: 1 day, 11:04:41, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3688, top5_acc: 0.6352, loss_cls: 2.8227, loss: 2.8227, grad_norm: 4.0570 2020-07-27 08:06:26,188 - mmaction - INFO - Epoch [127][720/3757] lr: 2.061e-02, eta: 1 day, 11:04:28, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3734, top5_acc: 0.6133, loss_cls: 2.8032, loss: 2.8032, grad_norm: 3.9316 2020-07-27 08:06:37,580 - mmaction - INFO - Epoch [127][740/3757] lr: 2.061e-02, eta: 1 day, 11:04:14, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.3703, top5_acc: 0.6211, loss_cls: 2.8062, loss: 2.8062, grad_norm: 3.9870 2020-07-27 08:06:48,988 - mmaction - INFO - Epoch [127][760/3757] lr: 2.061e-02, eta: 1 day, 11:04:01, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3703, top5_acc: 0.5953, loss_cls: 2.8842, loss: 2.8842, grad_norm: 3.9779 2020-07-27 08:07:00,358 - mmaction - INFO - Epoch [127][780/3757] lr: 2.061e-02, eta: 1 day, 11:03:48, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3719, top5_acc: 0.6164, loss_cls: 2.8939, loss: 2.8939, grad_norm: 3.9470 2020-07-27 08:07:11,847 - mmaction - INFO - Epoch [127][800/3757] lr: 2.061e-02, eta: 1 day, 11:03:35, time: 0.574, data_time: 0.012, memory: 5232, top1_acc: 0.3805, top5_acc: 0.6383, loss_cls: 2.7920, loss: 2.7920, grad_norm: 4.0892 2020-07-27 08:07:23,233 - mmaction - INFO - Epoch [127][820/3757] lr: 2.061e-02, eta: 1 day, 11:03:22, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3766, top5_acc: 0.6219, loss_cls: 2.8939, loss: 2.8939, grad_norm: 3.9570 2020-07-27 08:07:34,646 - mmaction - INFO - Epoch [127][840/3757] lr: 2.061e-02, eta: 1 day, 11:03:09, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.3641, top5_acc: 0.6133, loss_cls: 2.8995, loss: 2.8995, grad_norm: 3.9878 2020-07-27 08:07:46,053 - mmaction - INFO - Epoch [127][860/3757] lr: 2.061e-02, eta: 1 day, 11:02:56, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3773, top5_acc: 0.6492, loss_cls: 2.7846, loss: 2.7846, grad_norm: 3.8256 2020-07-27 08:07:57,342 - mmaction - INFO - Epoch [127][880/3757] lr: 2.061e-02, eta: 1 day, 11:02:42, time: 0.564, data_time: 0.002, memory: 5232, top1_acc: 0.3648, top5_acc: 0.6086, loss_cls: 2.9492, loss: 2.9492, grad_norm: 4.1183 2020-07-27 08:08:08,722 - mmaction - INFO - Epoch [127][900/3757] lr: 2.061e-02, eta: 1 day, 11:02:29, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3930, top5_acc: 0.6344, loss_cls: 2.7692, loss: 2.7692, grad_norm: 4.0082 2020-07-27 08:08:20,158 - mmaction - INFO - Epoch [127][920/3757] lr: 2.061e-02, eta: 1 day, 11:02:16, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3766, top5_acc: 0.6289, loss_cls: 2.8300, loss: 2.8300, grad_norm: 3.9540 2020-07-27 08:08:31,536 - mmaction - INFO - Epoch [127][940/3757] lr: 2.061e-02, eta: 1 day, 11:02:03, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3617, top5_acc: 0.6188, loss_cls: 2.8654, loss: 2.8654, grad_norm: 3.7692 2020-07-27 08:08:42,976 - mmaction - INFO - Epoch [127][960/3757] lr: 2.061e-02, eta: 1 day, 11:01:50, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3852, top5_acc: 0.6344, loss_cls: 2.8002, loss: 2.8002, grad_norm: 3.8919 2020-07-27 08:08:54,368 - mmaction - INFO - Epoch [127][980/3757] lr: 2.061e-02, eta: 1 day, 11:01:37, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3852, top5_acc: 0.6156, loss_cls: 2.8129, loss: 2.8129, grad_norm: 3.8868 2020-07-27 08:09:05,840 - mmaction - INFO - Epoch [127][1000/3757] lr: 2.061e-02, eta: 1 day, 11:01:24, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3586, top5_acc: 0.6227, loss_cls: 2.8718, loss: 2.8718, grad_norm: 4.0069 2020-07-27 08:09:17,386 - mmaction - INFO - Epoch [127][1020/3757] lr: 2.061e-02, eta: 1 day, 11:01:11, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3734, top5_acc: 0.6141, loss_cls: 2.8781, loss: 2.8781, grad_norm: 3.9770 2020-07-27 08:09:28,740 - mmaction - INFO - Epoch [127][1040/3757] lr: 2.061e-02, eta: 1 day, 11:00:58, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.3609, top5_acc: 0.6180, loss_cls: 2.9131, loss: 2.9131, grad_norm: 3.9178 2020-07-27 08:09:40,301 - mmaction - INFO - Epoch [127][1060/3757] lr: 2.061e-02, eta: 1 day, 11:00:44, time: 0.578, data_time: 0.004, memory: 5232, top1_acc: 0.3602, top5_acc: 0.5867, loss_cls: 2.9666, loss: 2.9666, grad_norm: 3.9652 2020-07-27 08:09:51,898 - mmaction - INFO - Epoch [127][1080/3757] lr: 2.061e-02, eta: 1 day, 11:00:31, time: 0.580, data_time: 0.017, memory: 5232, top1_acc: 0.3664, top5_acc: 0.6031, loss_cls: 2.9044, loss: 2.9044, grad_norm: 3.9943 2020-07-27 08:10:03,360 - mmaction - INFO - Epoch [127][1100/3757] lr: 2.061e-02, eta: 1 day, 11:00:18, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3711, top5_acc: 0.6141, loss_cls: 2.8635, loss: 2.8635, grad_norm: 3.9683 2020-07-27 08:10:14,682 - mmaction - INFO - Epoch [127][1120/3757] lr: 2.061e-02, eta: 1 day, 11:00:05, time: 0.566, data_time: 0.001, memory: 5232, top1_acc: 0.3703, top5_acc: 0.6234, loss_cls: 2.8427, loss: 2.8427, grad_norm: 4.0116 2020-07-27 08:10:26,060 - mmaction - INFO - Epoch [127][1140/3757] lr: 2.061e-02, eta: 1 day, 10:59:52, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3633, top5_acc: 0.6156, loss_cls: 2.8424, loss: 2.8424, grad_norm: 4.0127 2020-07-27 08:10:37,505 - mmaction - INFO - Epoch [127][1160/3757] lr: 2.061e-02, eta: 1 day, 10:59:39, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3648, top5_acc: 0.6180, loss_cls: 2.8398, loss: 2.8398, grad_norm: 4.0087 2020-07-27 08:10:48,928 - mmaction - INFO - Epoch [127][1180/3757] lr: 2.061e-02, eta: 1 day, 10:59:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3953, top5_acc: 0.6375, loss_cls: 2.7618, loss: 2.7618, grad_norm: 3.9293 2020-07-27 08:11:00,313 - mmaction - INFO - Epoch [127][1200/3757] lr: 2.061e-02, eta: 1 day, 10:59:13, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3789, top5_acc: 0.6133, loss_cls: 2.8860, loss: 2.8860, grad_norm: 3.9960 2020-07-27 08:11:11,937 - mmaction - INFO - Epoch [127][1220/3757] lr: 2.061e-02, eta: 1 day, 10:59:00, time: 0.581, data_time: 0.016, memory: 5232, top1_acc: 0.3563, top5_acc: 0.5891, loss_cls: 2.9556, loss: 2.9556, grad_norm: 4.0597 2020-07-27 08:11:23,459 - mmaction - INFO - Epoch [127][1240/3757] lr: 2.061e-02, eta: 1 day, 10:58:47, time: 0.576, data_time: 0.002, memory: 5232, top1_acc: 0.3945, top5_acc: 0.6234, loss_cls: 2.7827, loss: 2.7827, grad_norm: 3.9443 2020-07-27 08:11:34,911 - mmaction - INFO - Epoch [127][1260/3757] lr: 2.061e-02, eta: 1 day, 10:58:34, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3695, top5_acc: 0.6055, loss_cls: 2.8736, loss: 2.8736, grad_norm: 4.0786 2020-07-27 08:11:46,408 - mmaction - INFO - Epoch [127][1280/3757] lr: 2.061e-02, eta: 1 day, 10:58:20, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.3984, top5_acc: 0.6375, loss_cls: 2.7654, loss: 2.7654, grad_norm: 4.0000 2020-07-27 08:11:57,878 - mmaction - INFO - Epoch [127][1300/3757] lr: 2.061e-02, eta: 1 day, 10:58:07, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.3664, top5_acc: 0.6008, loss_cls: 2.9274, loss: 2.9274, grad_norm: 4.0834 2020-07-27 08:12:09,293 - mmaction - INFO - Epoch [127][1320/3757] lr: 2.061e-02, eta: 1 day, 10:57:54, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.3781, top5_acc: 0.6375, loss_cls: 2.8366, loss: 2.8366, grad_norm: 3.9080 2020-07-27 08:12:20,750 - mmaction - INFO - Epoch [127][1340/3757] lr: 2.061e-02, eta: 1 day, 10:57:41, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.3664, top5_acc: 0.6258, loss_cls: 2.8486, loss: 2.8486, grad_norm: 3.9798 2020-07-27 08:12:32,228 - mmaction - INFO - Epoch [127][1360/3757] lr: 2.061e-02, eta: 1 day, 10:57:28, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3984, top5_acc: 0.6211, loss_cls: 2.8018, loss: 2.8018, grad_norm: 3.9478 2020-07-27 08:12:43,651 - mmaction - INFO - Epoch [127][1380/3757] lr: 2.061e-02, eta: 1 day, 10:57:15, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3797, top5_acc: 0.6305, loss_cls: 2.7843, loss: 2.7843, grad_norm: 3.9263 2020-07-27 08:12:55,126 - mmaction - INFO - Epoch [127][1400/3757] lr: 2.061e-02, eta: 1 day, 10:57:02, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.3852, top5_acc: 0.6195, loss_cls: 2.8755, loss: 2.8755, grad_norm: 4.0500 2020-07-27 08:13:06,562 - mmaction - INFO - Epoch [127][1420/3757] lr: 2.061e-02, eta: 1 day, 10:56:49, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3867, top5_acc: 0.6227, loss_cls: 2.8778, loss: 2.8778, grad_norm: 4.0022 2020-07-27 08:13:17,959 - mmaction - INFO - Epoch [127][1440/3757] lr: 2.061e-02, eta: 1 day, 10:56:36, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.3750, top5_acc: 0.6336, loss_cls: 2.8145, loss: 2.8145, grad_norm: 4.0121 2020-07-27 08:13:29,387 - mmaction - INFO - Epoch [127][1460/3757] lr: 2.061e-02, eta: 1 day, 10:56:22, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3656, top5_acc: 0.6203, loss_cls: 2.8105, loss: 2.8105, grad_norm: 3.9319 2020-07-27 08:13:40,783 - mmaction - INFO - Epoch [127][1480/3757] lr: 2.061e-02, eta: 1 day, 10:56:09, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3586, top5_acc: 0.6148, loss_cls: 2.9064, loss: 2.9064, grad_norm: 4.0125 2020-07-27 08:13:52,213 - mmaction - INFO - Epoch [127][1500/3757] lr: 2.061e-02, eta: 1 day, 10:55:56, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3578, top5_acc: 0.6109, loss_cls: 2.9014, loss: 2.9014, grad_norm: 3.9500 2020-07-27 08:14:03,776 - mmaction - INFO - Epoch [127][1520/3757] lr: 2.061e-02, eta: 1 day, 10:55:43, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3594, top5_acc: 0.5938, loss_cls: 2.8950, loss: 2.8950, grad_norm: 4.0757 2020-07-27 08:14:15,214 - mmaction - INFO - Epoch [127][1540/3757] lr: 2.061e-02, eta: 1 day, 10:55:30, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3617, top5_acc: 0.6039, loss_cls: 2.8903, loss: 2.8903, grad_norm: 3.9008 2020-07-27 08:14:26,691 - mmaction - INFO - Epoch [127][1560/3757] lr: 2.061e-02, eta: 1 day, 10:55:17, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3953, top5_acc: 0.6109, loss_cls: 2.8533, loss: 2.8533, grad_norm: 3.9593 2020-07-27 08:14:38,122 - mmaction - INFO - Epoch [127][1580/3757] lr: 2.061e-02, eta: 1 day, 10:55:04, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3727, top5_acc: 0.6242, loss_cls: 2.8040, loss: 2.8040, grad_norm: 3.9401 2020-07-27 08:14:49,593 - mmaction - INFO - Epoch [127][1600/3757] lr: 2.061e-02, eta: 1 day, 10:54:51, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3969, top5_acc: 0.6305, loss_cls: 2.8037, loss: 2.8037, grad_norm: 3.9903 2020-07-27 08:15:00,972 - mmaction - INFO - Epoch [127][1620/3757] lr: 2.061e-02, eta: 1 day, 10:54:38, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3734, top5_acc: 0.6156, loss_cls: 2.8200, loss: 2.8200, grad_norm: 3.9062 2020-07-27 08:15:12,396 - mmaction - INFO - Epoch [127][1640/3757] lr: 2.061e-02, eta: 1 day, 10:54:25, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3773, top5_acc: 0.6188, loss_cls: 2.8642, loss: 2.8642, grad_norm: 4.0102 2020-07-27 08:15:23,836 - mmaction - INFO - Epoch [127][1660/3757] lr: 2.061e-02, eta: 1 day, 10:54:11, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3695, top5_acc: 0.6266, loss_cls: 2.8847, loss: 2.8847, grad_norm: 4.0252 2020-07-27 08:15:35,302 - mmaction - INFO - Epoch [127][1680/3757] lr: 2.061e-02, eta: 1 day, 10:53:58, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3977, top5_acc: 0.6312, loss_cls: 2.7975, loss: 2.7975, grad_norm: 3.9314 2020-07-27 08:15:46,706 - mmaction - INFO - Epoch [127][1700/3757] lr: 2.061e-02, eta: 1 day, 10:53:45, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3727, top5_acc: 0.6047, loss_cls: 2.8946, loss: 2.8946, grad_norm: 4.1811 2020-07-27 08:15:58,230 - mmaction - INFO - Epoch [127][1720/3757] lr: 2.061e-02, eta: 1 day, 10:53:32, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3828, top5_acc: 0.6227, loss_cls: 2.8197, loss: 2.8197, grad_norm: 4.0769 2020-07-27 08:16:09,813 - mmaction - INFO - Epoch [127][1740/3757] lr: 2.061e-02, eta: 1 day, 10:53:19, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.3805, top5_acc: 0.6219, loss_cls: 2.7931, loss: 2.7931, grad_norm: 4.0798 2020-07-27 08:16:21,235 - mmaction - INFO - Epoch [127][1760/3757] lr: 2.061e-02, eta: 1 day, 10:53:06, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.3789, top5_acc: 0.6344, loss_cls: 2.8087, loss: 2.8087, grad_norm: 3.9561 2020-07-27 08:16:32,640 - mmaction - INFO - Epoch [127][1780/3757] lr: 2.061e-02, eta: 1 day, 10:52:53, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3664, top5_acc: 0.5813, loss_cls: 2.9743, loss: 2.9743, grad_norm: 3.9794 2020-07-27 08:16:44,024 - mmaction - INFO - Epoch [127][1800/3757] lr: 2.061e-02, eta: 1 day, 10:52:40, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.3500, top5_acc: 0.5930, loss_cls: 2.9562, loss: 2.9562, grad_norm: 4.1404 2020-07-27 08:16:55,414 - mmaction - INFO - Epoch [127][1820/3757] lr: 2.061e-02, eta: 1 day, 10:52:27, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3594, top5_acc: 0.5883, loss_cls: 2.9273, loss: 2.9273, grad_norm: 4.0603 2020-07-27 08:17:06,854 - mmaction - INFO - Epoch [127][1840/3757] lr: 2.061e-02, eta: 1 day, 10:52:14, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3672, top5_acc: 0.6141, loss_cls: 2.8845, loss: 2.8845, grad_norm: 3.9004 2020-07-27 08:17:18,405 - mmaction - INFO - Epoch [127][1860/3757] lr: 2.061e-02, eta: 1 day, 10:52:01, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3766, top5_acc: 0.6070, loss_cls: 2.8622, loss: 2.8622, grad_norm: 3.9137 2020-07-27 08:17:29,851 - mmaction - INFO - Epoch [127][1880/3757] lr: 2.061e-02, eta: 1 day, 10:51:47, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3516, top5_acc: 0.5992, loss_cls: 2.8925, loss: 2.8925, grad_norm: 3.8646 2020-07-27 08:17:41,361 - mmaction - INFO - Epoch [127][1900/3757] lr: 2.061e-02, eta: 1 day, 10:51:34, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3633, top5_acc: 0.6164, loss_cls: 2.8815, loss: 2.8815, grad_norm: 3.9771 2020-07-27 08:17:52,713 - mmaction - INFO - Epoch [127][1920/3757] lr: 2.061e-02, eta: 1 day, 10:51:21, time: 0.568, data_time: 0.001, memory: 5232, top1_acc: 0.3664, top5_acc: 0.6164, loss_cls: 2.9117, loss: 2.9117, grad_norm: 3.9851 2020-07-27 08:18:04,209 - mmaction - INFO - Epoch [127][1940/3757] lr: 2.061e-02, eta: 1 day, 10:51:08, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3688, top5_acc: 0.6242, loss_cls: 2.8394, loss: 2.8394, grad_norm: 3.8734 2020-07-27 08:18:15,898 - mmaction - INFO - Epoch [127][1960/3757] lr: 2.061e-02, eta: 1 day, 10:50:55, time: 0.584, data_time: 0.016, memory: 5232, top1_acc: 0.3641, top5_acc: 0.6148, loss_cls: 2.8860, loss: 2.8860, grad_norm: 3.8873 2020-07-27 08:18:27,300 - mmaction - INFO - Epoch [127][1980/3757] lr: 2.061e-02, eta: 1 day, 10:50:42, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3758, top5_acc: 0.6344, loss_cls: 2.7976, loss: 2.7976, grad_norm: 3.8650 2020-07-27 08:18:38,553 - mmaction - INFO - Epoch [127][2000/3757] lr: 2.061e-02, eta: 1 day, 10:50:29, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.3539, top5_acc: 0.6094, loss_cls: 2.8449, loss: 2.8449, grad_norm: 3.9299 2020-07-27 08:18:49,964 - mmaction - INFO - Epoch [127][2020/3757] lr: 2.061e-02, eta: 1 day, 10:50:16, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3742, top5_acc: 0.6258, loss_cls: 2.8280, loss: 2.8280, grad_norm: 3.9235 2020-07-27 08:19:01,444 - mmaction - INFO - Epoch [127][2040/3757] lr: 2.061e-02, eta: 1 day, 10:50:03, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3844, top5_acc: 0.6141, loss_cls: 2.8914, loss: 2.8914, grad_norm: 3.9059 2020-07-27 08:19:12,899 - mmaction - INFO - Epoch [127][2060/3757] lr: 2.061e-02, eta: 1 day, 10:49:50, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3594, top5_acc: 0.6141, loss_cls: 2.9030, loss: 2.9030, grad_norm: 4.0636 2020-07-27 08:19:24,504 - mmaction - INFO - Epoch [127][2080/3757] lr: 2.061e-02, eta: 1 day, 10:49:37, time: 0.580, data_time: 0.003, memory: 5232, top1_acc: 0.3773, top5_acc: 0.5914, loss_cls: 2.9181, loss: 2.9181, grad_norm: 4.0217 2020-07-27 08:19:35,955 - mmaction - INFO - Epoch [127][2100/3757] lr: 2.061e-02, eta: 1 day, 10:49:23, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3656, top5_acc: 0.6133, loss_cls: 2.8827, loss: 2.8827, grad_norm: 4.1268 2020-07-27 08:19:47,440 - mmaction - INFO - Epoch [127][2120/3757] lr: 2.061e-02, eta: 1 day, 10:49:10, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.3578, top5_acc: 0.5922, loss_cls: 3.0157, loss: 3.0157, grad_norm: 4.0147 2020-07-27 08:19:58,961 - mmaction - INFO - Epoch [127][2140/3757] lr: 2.061e-02, eta: 1 day, 10:48:57, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3625, top5_acc: 0.6094, loss_cls: 2.9264, loss: 2.9264, grad_norm: 3.9202 2020-07-27 08:20:10,387 - mmaction - INFO - Epoch [127][2160/3757] lr: 2.061e-02, eta: 1 day, 10:48:44, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3383, top5_acc: 0.6219, loss_cls: 2.9101, loss: 2.9101, grad_norm: 3.9766 2020-07-27 08:20:21,891 - mmaction - INFO - Epoch [127][2180/3757] lr: 2.061e-02, eta: 1 day, 10:48:31, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3656, top5_acc: 0.6203, loss_cls: 2.8331, loss: 2.8331, grad_norm: 3.9070 2020-07-27 08:20:33,351 - mmaction - INFO - Epoch [127][2200/3757] lr: 2.061e-02, eta: 1 day, 10:48:18, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.3516, top5_acc: 0.6031, loss_cls: 2.9678, loss: 2.9678, grad_norm: 4.0561 2020-07-27 08:20:44,849 - mmaction - INFO - Epoch [127][2220/3757] lr: 2.061e-02, eta: 1 day, 10:48:05, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3883, top5_acc: 0.6266, loss_cls: 2.8040, loss: 2.8040, grad_norm: 3.7983 2020-07-27 08:20:56,288 - mmaction - INFO - Epoch [127][2240/3757] lr: 2.061e-02, eta: 1 day, 10:47:52, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.3883, top5_acc: 0.6234, loss_cls: 2.8025, loss: 2.8025, grad_norm: 3.7677 2020-07-27 08:21:07,823 - mmaction - INFO - Epoch [127][2260/3757] lr: 2.061e-02, eta: 1 day, 10:47:39, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3602, top5_acc: 0.6180, loss_cls: 2.8490, loss: 2.8490, grad_norm: 4.0454 2020-07-27 08:21:19,290 - mmaction - INFO - Epoch [127][2280/3757] lr: 2.061e-02, eta: 1 day, 10:47:26, time: 0.573, data_time: 0.001, memory: 5232, top1_acc: 0.3672, top5_acc: 0.6172, loss_cls: 2.8727, loss: 2.8727, grad_norm: 4.0418 2020-07-27 08:21:30,950 - mmaction - INFO - Epoch [127][2300/3757] lr: 2.061e-02, eta: 1 day, 10:47:13, time: 0.584, data_time: 0.015, memory: 5232, top1_acc: 0.3734, top5_acc: 0.6281, loss_cls: 2.7894, loss: 2.7894, grad_norm: 3.9345 2020-07-27 08:21:42,368 - mmaction - INFO - Epoch [127][2320/3757] lr: 2.061e-02, eta: 1 day, 10:47:00, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3953, top5_acc: 0.6258, loss_cls: 2.8063, loss: 2.8063, grad_norm: 3.9423 2020-07-27 08:21:53,896 - mmaction - INFO - Epoch [127][2340/3757] lr: 2.061e-02, eta: 1 day, 10:46:47, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3914, top5_acc: 0.6242, loss_cls: 2.7929, loss: 2.7929, grad_norm: 3.9985 2020-07-27 08:22:05,357 - mmaction - INFO - Epoch [127][2360/3757] lr: 2.061e-02, eta: 1 day, 10:46:34, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3367, top5_acc: 0.5859, loss_cls: 3.0401, loss: 3.0401, grad_norm: 4.2189 2020-07-27 08:22:16,794 - mmaction - INFO - Epoch [127][2380/3757] lr: 2.061e-02, eta: 1 day, 10:46:21, time: 0.572, data_time: 0.001, memory: 5232, top1_acc: 0.3594, top5_acc: 0.6133, loss_cls: 2.8707, loss: 2.8707, grad_norm: 4.0246 2020-07-27 08:22:28,331 - mmaction - INFO - Epoch [127][2400/3757] lr: 2.061e-02, eta: 1 day, 10:46:07, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3703, top5_acc: 0.6094, loss_cls: 2.8764, loss: 2.8764, grad_norm: 4.0412 2020-07-27 08:22:39,787 - mmaction - INFO - Epoch [127][2420/3757] lr: 2.061e-02, eta: 1 day, 10:45:54, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.3734, top5_acc: 0.6086, loss_cls: 2.8767, loss: 2.8767, grad_norm: 3.9711 2020-07-27 08:22:51,266 - mmaction - INFO - Epoch [127][2440/3757] lr: 2.061e-02, eta: 1 day, 10:45:41, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3602, top5_acc: 0.6180, loss_cls: 2.8509, loss: 2.8509, grad_norm: 4.0367 2020-07-27 08:23:02,649 - mmaction - INFO - Epoch [127][2460/3757] lr: 2.061e-02, eta: 1 day, 10:45:28, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3773, top5_acc: 0.6430, loss_cls: 2.7747, loss: 2.7747, grad_norm: 4.0225 2020-07-27 08:23:14,148 - mmaction - INFO - Epoch [127][2480/3757] lr: 2.061e-02, eta: 1 day, 10:45:15, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3477, top5_acc: 0.6016, loss_cls: 2.9524, loss: 2.9524, grad_norm: 4.1455 2020-07-27 08:23:25,620 - mmaction - INFO - Epoch [127][2500/3757] lr: 2.061e-02, eta: 1 day, 10:45:02, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3828, top5_acc: 0.6250, loss_cls: 2.8044, loss: 2.8044, grad_norm: 3.9699 2020-07-27 08:23:37,058 - mmaction - INFO - Epoch [127][2520/3757] lr: 2.061e-02, eta: 1 day, 10:44:49, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3906, top5_acc: 0.6117, loss_cls: 2.8615, loss: 2.8615, grad_norm: 4.0058 2020-07-27 08:23:48,517 - mmaction - INFO - Epoch [127][2540/3757] lr: 2.061e-02, eta: 1 day, 10:44:36, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.3875, top5_acc: 0.6203, loss_cls: 2.8087, loss: 2.8087, grad_norm: 3.9791 2020-07-27 08:23:59,913 - mmaction - INFO - Epoch [127][2560/3757] lr: 2.061e-02, eta: 1 day, 10:44:23, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3727, top5_acc: 0.6062, loss_cls: 2.9094, loss: 2.9094, grad_norm: 4.1063 2020-07-27 08:24:11,368 - mmaction - INFO - Epoch [127][2580/3757] lr: 2.061e-02, eta: 1 day, 10:44:10, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3758, top5_acc: 0.6117, loss_cls: 2.8717, loss: 2.8717, grad_norm: 4.0308 2020-07-27 08:24:22,856 - mmaction - INFO - Epoch [127][2600/3757] lr: 2.061e-02, eta: 1 day, 10:43:57, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3633, top5_acc: 0.6156, loss_cls: 2.8641, loss: 2.8641, grad_norm: 3.9464 2020-07-27 08:24:34,206 - mmaction - INFO - Epoch [127][2620/3757] lr: 2.061e-02, eta: 1 day, 10:43:43, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3727, top5_acc: 0.6195, loss_cls: 2.8939, loss: 2.8939, grad_norm: 3.9771 2020-07-27 08:24:45,716 - mmaction - INFO - Epoch [127][2640/3757] lr: 2.061e-02, eta: 1 day, 10:43:30, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3820, top5_acc: 0.6180, loss_cls: 2.8192, loss: 2.8192, grad_norm: 3.9042 2020-07-27 08:24:57,167 - mmaction - INFO - Epoch [127][2660/3757] lr: 2.061e-02, eta: 1 day, 10:43:17, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3664, top5_acc: 0.6312, loss_cls: 2.8287, loss: 2.8287, grad_norm: 3.9429 2020-07-27 08:25:08,638 - mmaction - INFO - Epoch [127][2680/3757] lr: 2.061e-02, eta: 1 day, 10:43:04, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3906, top5_acc: 0.6391, loss_cls: 2.7668, loss: 2.7668, grad_norm: 3.8589 2020-07-27 08:25:20,107 - mmaction - INFO - Epoch [127][2700/3757] lr: 2.061e-02, eta: 1 day, 10:42:51, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3570, top5_acc: 0.6109, loss_cls: 2.8821, loss: 2.8821, grad_norm: 3.8906 2020-07-27 08:25:31,617 - mmaction - INFO - Epoch [127][2720/3757] lr: 2.061e-02, eta: 1 day, 10:42:38, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3547, top5_acc: 0.6016, loss_cls: 2.9286, loss: 2.9286, grad_norm: 4.0488 2020-07-27 08:25:43,154 - mmaction - INFO - Epoch [127][2740/3757] lr: 2.061e-02, eta: 1 day, 10:42:25, time: 0.577, data_time: 0.007, memory: 5232, top1_acc: 0.3398, top5_acc: 0.6008, loss_cls: 2.9722, loss: 2.9722, grad_norm: 4.0104 2020-07-27 08:25:54,575 - mmaction - INFO - Epoch [127][2760/3757] lr: 2.061e-02, eta: 1 day, 10:42:12, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3953, top5_acc: 0.6352, loss_cls: 2.7529, loss: 2.7529, grad_norm: 3.9434 2020-07-27 08:26:06,113 - mmaction - INFO - Epoch [127][2780/3757] lr: 2.061e-02, eta: 1 day, 10:41:59, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3742, top5_acc: 0.6359, loss_cls: 2.7778, loss: 2.7778, grad_norm: 3.8938 2020-07-27 08:26:17,490 - mmaction - INFO - Epoch [127][2800/3757] lr: 2.061e-02, eta: 1 day, 10:41:46, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3758, top5_acc: 0.6109, loss_cls: 2.8729, loss: 2.8729, grad_norm: 4.0158 2020-07-27 08:26:28,959 - mmaction - INFO - Epoch [127][2820/3757] lr: 2.061e-02, eta: 1 day, 10:41:33, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3641, top5_acc: 0.6141, loss_cls: 2.9034, loss: 2.9034, grad_norm: 4.0546 2020-07-27 08:26:40,493 - mmaction - INFO - Epoch [127][2840/3757] lr: 2.061e-02, eta: 1 day, 10:41:20, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3656, top5_acc: 0.6203, loss_cls: 2.8747, loss: 2.8747, grad_norm: 3.9191 2020-07-27 08:26:51,953 - mmaction - INFO - Epoch [127][2860/3757] lr: 2.061e-02, eta: 1 day, 10:41:07, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3812, top5_acc: 0.6000, loss_cls: 2.8560, loss: 2.8560, grad_norm: 3.9982 2020-07-27 08:27:03,466 - mmaction - INFO - Epoch [127][2880/3757] lr: 2.061e-02, eta: 1 day, 10:40:54, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3586, top5_acc: 0.6117, loss_cls: 2.9201, loss: 2.9201, grad_norm: 4.0997 2020-07-27 08:27:14,960 - mmaction - INFO - Epoch [127][2900/3757] lr: 2.061e-02, eta: 1 day, 10:40:40, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3711, top5_acc: 0.6242, loss_cls: 2.8410, loss: 2.8410, grad_norm: 3.9945 2020-07-27 08:27:26,354 - mmaction - INFO - Epoch [127][2920/3757] lr: 2.061e-02, eta: 1 day, 10:40:27, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3734, top5_acc: 0.5992, loss_cls: 2.8936, loss: 2.8936, grad_norm: 3.9848 2020-07-27 08:27:37,866 - mmaction - INFO - Epoch [127][2940/3757] lr: 2.061e-02, eta: 1 day, 10:40:14, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.3758, top5_acc: 0.6148, loss_cls: 2.8220, loss: 2.8220, grad_norm: 3.8907 2020-07-27 08:27:49,253 - mmaction - INFO - Epoch [127][2960/3757] lr: 2.061e-02, eta: 1 day, 10:40:01, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.3750, top5_acc: 0.6172, loss_cls: 2.8562, loss: 2.8562, grad_norm: 3.9451 2020-07-27 08:28:00,635 - mmaction - INFO - Epoch [127][2980/3757] lr: 2.061e-02, eta: 1 day, 10:39:48, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3742, top5_acc: 0.6172, loss_cls: 2.8520, loss: 2.8520, grad_norm: 4.1181 2020-07-27 08:28:12,091 - mmaction - INFO - Epoch [127][3000/3757] lr: 2.061e-02, eta: 1 day, 10:39:35, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3438, top5_acc: 0.6039, loss_cls: 2.9297, loss: 2.9297, grad_norm: 4.0580 2020-07-27 08:28:23,526 - mmaction - INFO - Epoch [127][3020/3757] lr: 2.061e-02, eta: 1 day, 10:39:22, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3703, top5_acc: 0.6094, loss_cls: 2.8879, loss: 2.8879, grad_norm: 4.0078 2020-07-27 08:28:34,962 - mmaction - INFO - Epoch [127][3040/3757] lr: 2.061e-02, eta: 1 day, 10:39:09, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3820, top5_acc: 0.6328, loss_cls: 2.8479, loss: 2.8479, grad_norm: 3.9616 2020-07-27 08:28:46,378 - mmaction - INFO - Epoch [127][3060/3757] lr: 2.061e-02, eta: 1 day, 10:38:56, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3719, top5_acc: 0.6242, loss_cls: 2.8733, loss: 2.8733, grad_norm: 4.0472 2020-07-27 08:28:57,752 - mmaction - INFO - Epoch [127][3080/3757] lr: 2.061e-02, eta: 1 day, 10:38:43, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3758, top5_acc: 0.6281, loss_cls: 2.8856, loss: 2.8856, grad_norm: 4.0137 2020-07-27 08:29:09,137 - mmaction - INFO - Epoch [127][3100/3757] lr: 2.061e-02, eta: 1 day, 10:38:29, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3797, top5_acc: 0.6250, loss_cls: 2.7943, loss: 2.7943, grad_norm: 3.9820 2020-07-27 08:29:20,575 - mmaction - INFO - Epoch [127][3120/3757] lr: 2.061e-02, eta: 1 day, 10:38:16, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3578, top5_acc: 0.6195, loss_cls: 2.8566, loss: 2.8566, grad_norm: 4.1045 2020-07-27 08:29:31,958 - mmaction - INFO - Epoch [127][3140/3757] lr: 2.061e-02, eta: 1 day, 10:38:03, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3703, top5_acc: 0.6109, loss_cls: 2.9153, loss: 2.9153, grad_norm: 3.9694 2020-07-27 08:29:43,422 - mmaction - INFO - Epoch [127][3160/3757] lr: 2.061e-02, eta: 1 day, 10:37:50, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3633, top5_acc: 0.6000, loss_cls: 2.8871, loss: 2.8871, grad_norm: 3.9148 2020-07-27 08:29:54,909 - mmaction - INFO - Epoch [127][3180/3757] lr: 2.061e-02, eta: 1 day, 10:37:37, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3555, top5_acc: 0.6094, loss_cls: 2.8890, loss: 2.8890, grad_norm: 4.0553 2020-07-27 08:30:06,409 - mmaction - INFO - Epoch [127][3200/3757] lr: 2.061e-02, eta: 1 day, 10:37:24, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3891, top5_acc: 0.6359, loss_cls: 2.7395, loss: 2.7395, grad_norm: 3.8866 2020-07-27 08:30:17,916 - mmaction - INFO - Epoch [127][3220/3757] lr: 2.061e-02, eta: 1 day, 10:37:11, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3711, top5_acc: 0.5867, loss_cls: 3.0351, loss: 3.0351, grad_norm: 4.0778 2020-07-27 08:30:29,354 - mmaction - INFO - Epoch [127][3240/3757] lr: 2.061e-02, eta: 1 day, 10:36:58, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.3648, top5_acc: 0.6234, loss_cls: 2.8325, loss: 2.8325, grad_norm: 4.0017 2020-07-27 08:30:40,689 - mmaction - INFO - Epoch [127][3260/3757] lr: 2.061e-02, eta: 1 day, 10:36:45, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3555, top5_acc: 0.5969, loss_cls: 2.9934, loss: 2.9934, grad_norm: 4.1017 2020-07-27 08:30:52,081 - mmaction - INFO - Epoch [127][3280/3757] lr: 2.061e-02, eta: 1 day, 10:36:32, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3766, top5_acc: 0.6164, loss_cls: 2.7871, loss: 2.7871, grad_norm: 3.8512 2020-07-27 08:31:03,511 - mmaction - INFO - Epoch [127][3300/3757] lr: 2.061e-02, eta: 1 day, 10:36:19, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3875, top5_acc: 0.6422, loss_cls: 2.7419, loss: 2.7419, grad_norm: 3.9734 2020-07-27 08:31:14,973 - mmaction - INFO - Epoch [127][3320/3757] lr: 2.061e-02, eta: 1 day, 10:36:05, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3570, top5_acc: 0.6133, loss_cls: 2.9570, loss: 2.9570, grad_norm: 4.0533 2020-07-27 08:31:26,328 - mmaction - INFO - Epoch [127][3340/3757] lr: 2.061e-02, eta: 1 day, 10:35:52, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3867, top5_acc: 0.6359, loss_cls: 2.8152, loss: 2.8152, grad_norm: 3.8661 2020-07-27 08:31:37,747 - mmaction - INFO - Epoch [127][3360/3757] lr: 2.061e-02, eta: 1 day, 10:35:39, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3477, top5_acc: 0.5938, loss_cls: 2.9727, loss: 2.9727, grad_norm: 4.0876 2020-07-27 08:31:49,193 - mmaction - INFO - Epoch [127][3380/3757] lr: 2.061e-02, eta: 1 day, 10:35:26, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3656, top5_acc: 0.6141, loss_cls: 2.9375, loss: 2.9375, grad_norm: 4.0856 2020-07-27 08:32:00,516 - mmaction - INFO - Epoch [127][3400/3757] lr: 2.061e-02, eta: 1 day, 10:35:13, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3523, top5_acc: 0.6094, loss_cls: 2.9116, loss: 2.9116, grad_norm: 3.9822 2020-07-27 08:32:11,833 - mmaction - INFO - Epoch [127][3420/3757] lr: 2.061e-02, eta: 1 day, 10:35:00, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.6195, loss_cls: 2.9054, loss: 2.9054, grad_norm: 3.9982 2020-07-27 08:32:23,318 - mmaction - INFO - Epoch [127][3440/3757] lr: 2.061e-02, eta: 1 day, 10:34:47, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3531, top5_acc: 0.5945, loss_cls: 2.9835, loss: 2.9835, grad_norm: 4.0867 2020-07-27 08:32:34,737 - mmaction - INFO - Epoch [127][3460/3757] lr: 2.061e-02, eta: 1 day, 10:34:34, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3922, top5_acc: 0.6141, loss_cls: 2.8824, loss: 2.8824, grad_norm: 3.9106 2020-07-27 08:32:46,187 - mmaction - INFO - Epoch [127][3480/3757] lr: 2.061e-02, eta: 1 day, 10:34:21, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3844, top5_acc: 0.6172, loss_cls: 2.8159, loss: 2.8159, grad_norm: 3.9014 2020-07-27 08:32:57,634 - mmaction - INFO - Epoch [127][3500/3757] lr: 2.061e-02, eta: 1 day, 10:34:08, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3656, top5_acc: 0.6188, loss_cls: 2.9039, loss: 2.9039, grad_norm: 4.0897 2020-07-27 08:33:09,099 - mmaction - INFO - Epoch [127][3520/3757] lr: 2.061e-02, eta: 1 day, 10:33:54, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3672, top5_acc: 0.5961, loss_cls: 2.8859, loss: 2.8859, grad_norm: 3.9444 2020-07-27 08:33:20,544 - mmaction - INFO - Epoch [127][3540/3757] lr: 2.061e-02, eta: 1 day, 10:33:41, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3648, top5_acc: 0.6250, loss_cls: 2.8227, loss: 2.8227, grad_norm: 4.0015 2020-07-27 08:33:31,840 - mmaction - INFO - Epoch [127][3560/3757] lr: 2.061e-02, eta: 1 day, 10:33:28, time: 0.564, data_time: 0.001, memory: 5232, top1_acc: 0.3789, top5_acc: 0.6031, loss_cls: 2.8865, loss: 2.8865, grad_norm: 4.0327 2020-07-27 08:33:43,223 - mmaction - INFO - Epoch [127][3580/3757] lr: 2.061e-02, eta: 1 day, 10:33:15, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3477, top5_acc: 0.5953, loss_cls: 2.9929, loss: 2.9929, grad_norm: 4.0725 2020-07-27 08:33:54,608 - mmaction - INFO - Epoch [127][3600/3757] lr: 2.061e-02, eta: 1 day, 10:33:02, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3547, top5_acc: 0.6141, loss_cls: 2.9239, loss: 2.9239, grad_norm: 4.0798 2020-07-27 08:34:06,051 - mmaction - INFO - Epoch [127][3620/3757] lr: 2.061e-02, eta: 1 day, 10:32:49, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3344, top5_acc: 0.6086, loss_cls: 2.9740, loss: 2.9740, grad_norm: 4.0272 2020-07-27 08:34:17,501 - mmaction - INFO - Epoch [127][3640/3757] lr: 2.061e-02, eta: 1 day, 10:32:36, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.3539, top5_acc: 0.6141, loss_cls: 2.9325, loss: 2.9325, grad_norm: 4.0685 2020-07-27 08:34:28,951 - mmaction - INFO - Epoch [127][3660/3757] lr: 2.061e-02, eta: 1 day, 10:32:23, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3602, top5_acc: 0.5953, loss_cls: 2.9409, loss: 2.9409, grad_norm: 3.9152 2020-07-27 08:34:40,329 - mmaction - INFO - Epoch [127][3680/3757] lr: 2.061e-02, eta: 1 day, 10:32:10, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3820, top5_acc: 0.6102, loss_cls: 2.8953, loss: 2.8953, grad_norm: 3.9289 2020-07-27 08:34:51,745 - mmaction - INFO - Epoch [127][3700/3757] lr: 2.061e-02, eta: 1 day, 10:31:56, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3922, top5_acc: 0.6180, loss_cls: 2.7851, loss: 2.7851, grad_norm: 3.8324 2020-07-27 08:35:03,269 - mmaction - INFO - Epoch [127][3720/3757] lr: 2.061e-02, eta: 1 day, 10:31:43, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.3695, top5_acc: 0.6133, loss_cls: 2.8698, loss: 2.8698, grad_norm: 3.9434 2020-07-27 08:35:14,654 - mmaction - INFO - Epoch [127][3740/3757] lr: 2.061e-02, eta: 1 day, 10:31:30, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.3789, top5_acc: 0.6055, loss_cls: 2.8268, loss: 2.8268, grad_norm: 3.9398 2020-07-27 08:38:36,137 - mmaction - INFO - Epoch [128][20/3757] lr: 1.991e-02, eta: 1 day, 10:32:40, time: 9.210, data_time: 8.481, memory: 5232, top1_acc: 0.3734, top5_acc: 0.6305, loss_cls: 2.8276, loss: 2.8276, grad_norm: 4.0059 2020-07-27 08:38:47,583 - mmaction - INFO - Epoch [128][40/3757] lr: 1.991e-02, eta: 1 day, 10:32:27, time: 0.574, data_time: 0.006, memory: 5232, top1_acc: 0.4109, top5_acc: 0.6555, loss_cls: 2.6720, loss: 2.6720, grad_norm: 3.9386 2020-07-27 08:38:58,926 - mmaction - INFO - Epoch [128][60/3757] lr: 1.991e-02, eta: 1 day, 10:32:14, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3453, top5_acc: 0.6070, loss_cls: 2.9564, loss: 2.9564, grad_norm: 4.1305 2020-07-27 08:39:10,261 - mmaction - INFO - Epoch [128][80/3757] lr: 1.991e-02, eta: 1 day, 10:32:01, time: 0.567, data_time: 0.006, memory: 5232, top1_acc: 0.3789, top5_acc: 0.6055, loss_cls: 2.9048, loss: 2.9048, grad_norm: 3.9482 2020-07-27 08:39:21,631 - mmaction - INFO - Epoch [128][100/3757] lr: 1.991e-02, eta: 1 day, 10:31:47, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3984, top5_acc: 0.6391, loss_cls: 2.7629, loss: 2.7629, grad_norm: 3.8311 2020-07-27 08:39:32,910 - mmaction - INFO - Epoch [128][120/3757] lr: 1.991e-02, eta: 1 day, 10:31:34, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.3727, top5_acc: 0.6250, loss_cls: 2.8175, loss: 2.8175, grad_norm: 3.9442 2020-07-27 08:39:44,314 - mmaction - INFO - Epoch [128][140/3757] lr: 1.991e-02, eta: 1 day, 10:31:21, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3984, top5_acc: 0.6547, loss_cls: 2.7121, loss: 2.7121, grad_norm: 3.9301 2020-07-27 08:39:55,639 - mmaction - INFO - Epoch [128][160/3757] lr: 1.991e-02, eta: 1 day, 10:31:08, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3961, top5_acc: 0.6523, loss_cls: 2.7433, loss: 2.7433, grad_norm: 3.9423 2020-07-27 08:40:06,985 - mmaction - INFO - Epoch [128][180/3757] lr: 1.991e-02, eta: 1 day, 10:30:55, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.3969, top5_acc: 0.6359, loss_cls: 2.7960, loss: 2.7960, grad_norm: 3.9715 2020-07-27 08:40:18,312 - mmaction - INFO - Epoch [128][200/3757] lr: 1.991e-02, eta: 1 day, 10:30:42, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3766, top5_acc: 0.6289, loss_cls: 2.8102, loss: 2.8102, grad_norm: 3.9786 2020-07-27 08:40:29,684 - mmaction - INFO - Epoch [128][220/3757] lr: 1.991e-02, eta: 1 day, 10:30:29, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3555, top5_acc: 0.6000, loss_cls: 2.9071, loss: 2.9071, grad_norm: 4.0881 2020-07-27 08:40:41,088 - mmaction - INFO - Epoch [128][240/3757] lr: 1.991e-02, eta: 1 day, 10:30:15, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4078, top5_acc: 0.6195, loss_cls: 2.8103, loss: 2.8103, grad_norm: 3.9731 2020-07-27 08:40:52,550 - mmaction - INFO - Epoch [128][260/3757] lr: 1.991e-02, eta: 1 day, 10:30:02, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3578, top5_acc: 0.6227, loss_cls: 2.8545, loss: 2.8545, grad_norm: 4.0228 2020-07-27 08:41:03,944 - mmaction - INFO - Epoch [128][280/3757] lr: 1.991e-02, eta: 1 day, 10:29:49, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3719, top5_acc: 0.6180, loss_cls: 2.7580, loss: 2.7580, grad_norm: 3.9388 2020-07-27 08:41:15,375 - mmaction - INFO - Epoch [128][300/3757] lr: 1.991e-02, eta: 1 day, 10:29:36, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3719, top5_acc: 0.6070, loss_cls: 2.8184, loss: 2.8184, grad_norm: 4.0189 2020-07-27 08:41:26,730 - mmaction - INFO - Epoch [128][320/3757] lr: 1.991e-02, eta: 1 day, 10:29:23, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3672, top5_acc: 0.6094, loss_cls: 2.8789, loss: 2.8789, grad_norm: 3.9271 2020-07-27 08:41:38,114 - mmaction - INFO - Epoch [128][340/3757] lr: 1.991e-02, eta: 1 day, 10:29:10, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3914, top5_acc: 0.6445, loss_cls: 2.6936, loss: 2.6936, grad_norm: 3.9560 2020-07-27 08:41:49,532 - mmaction - INFO - Epoch [128][360/3757] lr: 1.991e-02, eta: 1 day, 10:28:57, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3828, top5_acc: 0.6344, loss_cls: 2.7973, loss: 2.7973, grad_norm: 4.0387 2020-07-27 08:42:01,027 - mmaction - INFO - Epoch [128][380/3757] lr: 1.991e-02, eta: 1 day, 10:28:44, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3547, top5_acc: 0.5906, loss_cls: 2.9538, loss: 2.9538, grad_norm: 4.1345 2020-07-27 08:42:12,428 - mmaction - INFO - Epoch [128][400/3757] lr: 1.991e-02, eta: 1 day, 10:28:31, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3773, top5_acc: 0.6305, loss_cls: 2.7823, loss: 2.7823, grad_norm: 3.9446 2020-07-27 08:42:23,866 - mmaction - INFO - Epoch [128][420/3757] lr: 1.991e-02, eta: 1 day, 10:28:18, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3922, top5_acc: 0.6320, loss_cls: 2.7763, loss: 2.7763, grad_norm: 3.9148 2020-07-27 08:42:35,343 - mmaction - INFO - Epoch [128][440/3757] lr: 1.991e-02, eta: 1 day, 10:28:04, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4133, top5_acc: 0.6391, loss_cls: 2.7019, loss: 2.7019, grad_norm: 3.9330 2020-07-27 08:42:46,826 - mmaction - INFO - Epoch [128][460/3757] lr: 1.991e-02, eta: 1 day, 10:27:51, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.3766, top5_acc: 0.6250, loss_cls: 2.8644, loss: 2.8644, grad_norm: 3.9225 2020-07-27 08:42:58,287 - mmaction - INFO - Epoch [128][480/3757] lr: 1.991e-02, eta: 1 day, 10:27:38, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3672, top5_acc: 0.6031, loss_cls: 2.8622, loss: 2.8622, grad_norm: 3.9396 2020-07-27 08:43:09,747 - mmaction - INFO - Epoch [128][500/3757] lr: 1.991e-02, eta: 1 day, 10:27:25, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3805, top5_acc: 0.6250, loss_cls: 2.8156, loss: 2.8156, grad_norm: 4.0952 2020-07-27 08:43:21,326 - mmaction - INFO - Epoch [128][520/3757] lr: 1.991e-02, eta: 1 day, 10:27:12, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.3734, top5_acc: 0.6148, loss_cls: 2.8082, loss: 2.8082, grad_norm: 3.9763 2020-07-27 08:43:32,628 - mmaction - INFO - Epoch [128][540/3757] lr: 1.991e-02, eta: 1 day, 10:26:59, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.3648, top5_acc: 0.5977, loss_cls: 2.8974, loss: 2.8974, grad_norm: 4.0236 2020-07-27 08:43:44,221 - mmaction - INFO - Epoch [128][560/3757] lr: 1.991e-02, eta: 1 day, 10:26:46, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.3539, top5_acc: 0.6102, loss_cls: 2.9203, loss: 2.9203, grad_norm: 4.1095 2020-07-27 08:43:55,708 - mmaction - INFO - Epoch [128][580/3757] lr: 1.991e-02, eta: 1 day, 10:26:33, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3836, top5_acc: 0.6273, loss_cls: 2.7722, loss: 2.7722, grad_norm: 3.9136 2020-07-27 08:44:07,117 - mmaction - INFO - Epoch [128][600/3757] lr: 1.991e-02, eta: 1 day, 10:26:20, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3859, top5_acc: 0.6352, loss_cls: 2.7741, loss: 2.7741, grad_norm: 3.9771 2020-07-27 08:44:18,578 - mmaction - INFO - Epoch [128][620/3757] lr: 1.991e-02, eta: 1 day, 10:26:07, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3633, top5_acc: 0.5984, loss_cls: 2.9064, loss: 2.9064, grad_norm: 4.0805 2020-07-27 08:44:29,929 - mmaction - INFO - Epoch [128][640/3757] lr: 1.991e-02, eta: 1 day, 10:25:54, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3719, top5_acc: 0.6164, loss_cls: 2.8602, loss: 2.8602, grad_norm: 3.9160 2020-07-27 08:44:41,324 - mmaction - INFO - Epoch [128][660/3757] lr: 1.991e-02, eta: 1 day, 10:25:40, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3781, top5_acc: 0.6344, loss_cls: 2.7712, loss: 2.7712, grad_norm: 3.8425 2020-07-27 08:44:52,865 - mmaction - INFO - Epoch [128][680/3757] lr: 1.991e-02, eta: 1 day, 10:25:27, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3930, top5_acc: 0.6195, loss_cls: 2.8154, loss: 2.8154, grad_norm: 4.0326 2020-07-27 08:45:04,396 - mmaction - INFO - Epoch [128][700/3757] lr: 1.991e-02, eta: 1 day, 10:25:14, time: 0.576, data_time: 0.005, memory: 5232, top1_acc: 0.3711, top5_acc: 0.6258, loss_cls: 2.8196, loss: 2.8196, grad_norm: 4.0288 2020-07-27 08:45:15,868 - mmaction - INFO - Epoch [128][720/3757] lr: 1.991e-02, eta: 1 day, 10:25:01, time: 0.574, data_time: 0.006, memory: 5232, top1_acc: 0.3828, top5_acc: 0.6258, loss_cls: 2.8167, loss: 2.8167, grad_norm: 4.0325 2020-07-27 08:45:27,234 - mmaction - INFO - Epoch [128][740/3757] lr: 1.991e-02, eta: 1 day, 10:24:48, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3719, top5_acc: 0.6203, loss_cls: 2.8153, loss: 2.8153, grad_norm: 4.0081 2020-07-27 08:45:38,576 - mmaction - INFO - Epoch [128][760/3757] lr: 1.991e-02, eta: 1 day, 10:24:35, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3758, top5_acc: 0.6305, loss_cls: 2.8458, loss: 2.8458, grad_norm: 3.9970 2020-07-27 08:45:49,977 - mmaction - INFO - Epoch [128][780/3757] lr: 1.991e-02, eta: 1 day, 10:24:22, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3875, top5_acc: 0.6438, loss_cls: 2.7333, loss: 2.7333, grad_norm: 4.0671 2020-07-27 08:46:01,333 - mmaction - INFO - Epoch [128][800/3757] lr: 1.991e-02, eta: 1 day, 10:24:09, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3797, top5_acc: 0.6258, loss_cls: 2.7734, loss: 2.7734, grad_norm: 4.0108 2020-07-27 08:46:12,751 - mmaction - INFO - Epoch [128][820/3757] lr: 1.991e-02, eta: 1 day, 10:23:56, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3867, top5_acc: 0.6289, loss_cls: 2.8071, loss: 2.8071, grad_norm: 3.9358 2020-07-27 08:46:24,153 - mmaction - INFO - Epoch [128][840/3757] lr: 1.991e-02, eta: 1 day, 10:23:43, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3984, top5_acc: 0.6281, loss_cls: 2.8140, loss: 2.8140, grad_norm: 3.9908 2020-07-27 08:46:35,586 - mmaction - INFO - Epoch [128][860/3757] lr: 1.991e-02, eta: 1 day, 10:23:29, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3875, top5_acc: 0.6391, loss_cls: 2.7887, loss: 2.7887, grad_norm: 4.0313 2020-07-27 08:46:47,035 - mmaction - INFO - Epoch [128][880/3757] lr: 1.991e-02, eta: 1 day, 10:23:16, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3750, top5_acc: 0.5992, loss_cls: 2.9013, loss: 2.9013, grad_norm: 3.9561 2020-07-27 08:46:58,402 - mmaction - INFO - Epoch [128][900/3757] lr: 1.991e-02, eta: 1 day, 10:23:03, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3773, top5_acc: 0.6266, loss_cls: 2.8067, loss: 2.8067, grad_norm: 3.9510 2020-07-27 08:47:09,787 - mmaction - INFO - Epoch [128][920/3757] lr: 1.991e-02, eta: 1 day, 10:22:50, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3664, top5_acc: 0.5977, loss_cls: 2.9129, loss: 2.9129, grad_norm: 4.0338 2020-07-27 08:47:21,201 - mmaction - INFO - Epoch [128][940/3757] lr: 1.991e-02, eta: 1 day, 10:22:37, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3945, top5_acc: 0.6414, loss_cls: 2.8027, loss: 2.8027, grad_norm: 3.9029 2020-07-27 08:47:32,633 - mmaction - INFO - Epoch [128][960/3757] lr: 1.991e-02, eta: 1 day, 10:22:24, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3805, top5_acc: 0.6180, loss_cls: 2.7936, loss: 2.7936, grad_norm: 4.0552 2020-07-27 08:47:44,067 - mmaction - INFO - Epoch [128][980/3757] lr: 1.991e-02, eta: 1 day, 10:22:11, time: 0.571, data_time: 0.005, memory: 5232, top1_acc: 0.3719, top5_acc: 0.6234, loss_cls: 2.8408, loss: 2.8408, grad_norm: 3.9936 2020-07-27 08:47:55,505 - mmaction - INFO - Epoch [128][1000/3757] lr: 1.991e-02, eta: 1 day, 10:21:58, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3656, top5_acc: 0.6203, loss_cls: 2.8790, loss: 2.8790, grad_norm: 4.0504 2020-07-27 08:48:06,883 - mmaction - INFO - Epoch [128][1020/3757] lr: 1.991e-02, eta: 1 day, 10:21:45, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3734, top5_acc: 0.5938, loss_cls: 2.8958, loss: 2.8958, grad_norm: 3.9918 2020-07-27 08:48:18,402 - mmaction - INFO - Epoch [128][1040/3757] lr: 1.991e-02, eta: 1 day, 10:21:32, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3852, top5_acc: 0.6250, loss_cls: 2.7639, loss: 2.7639, grad_norm: 3.9191 2020-07-27 08:48:29,798 - mmaction - INFO - Epoch [128][1060/3757] lr: 1.991e-02, eta: 1 day, 10:21:18, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4055, top5_acc: 0.6359, loss_cls: 2.7667, loss: 2.7667, grad_norm: 4.0093 2020-07-27 08:48:41,267 - mmaction - INFO - Epoch [128][1080/3757] lr: 1.991e-02, eta: 1 day, 10:21:05, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3680, top5_acc: 0.6234, loss_cls: 2.8590, loss: 2.8590, grad_norm: 4.0326 2020-07-27 08:48:52,641 - mmaction - INFO - Epoch [128][1100/3757] lr: 1.991e-02, eta: 1 day, 10:20:52, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3766, top5_acc: 0.6320, loss_cls: 2.8633, loss: 2.8633, grad_norm: 4.0758 2020-07-27 08:49:04,077 - mmaction - INFO - Epoch [128][1120/3757] lr: 1.991e-02, eta: 1 day, 10:20:39, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3617, top5_acc: 0.6305, loss_cls: 2.8323, loss: 2.8323, grad_norm: 4.0571 2020-07-27 08:49:15,466 - mmaction - INFO - Epoch [128][1140/3757] lr: 1.991e-02, eta: 1 day, 10:20:26, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4117, top5_acc: 0.6406, loss_cls: 2.6916, loss: 2.6916, grad_norm: 3.8665 2020-07-27 08:49:26,855 - mmaction - INFO - Epoch [128][1160/3757] lr: 1.991e-02, eta: 1 day, 10:20:13, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3898, top5_acc: 0.6234, loss_cls: 2.8489, loss: 2.8489, grad_norm: 3.9407 2020-07-27 08:49:38,234 - mmaction - INFO - Epoch [128][1180/3757] lr: 1.991e-02, eta: 1 day, 10:20:00, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3742, top5_acc: 0.6141, loss_cls: 2.9039, loss: 2.9039, grad_norm: 4.1088 2020-07-27 08:49:49,680 - mmaction - INFO - Epoch [128][1200/3757] lr: 1.991e-02, eta: 1 day, 10:19:47, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.3734, top5_acc: 0.6250, loss_cls: 2.8502, loss: 2.8502, grad_norm: 4.1440 2020-07-27 08:50:01,090 - mmaction - INFO - Epoch [128][1220/3757] lr: 1.991e-02, eta: 1 day, 10:19:34, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3695, top5_acc: 0.6070, loss_cls: 2.8956, loss: 2.8956, grad_norm: 4.0186 2020-07-27 08:50:12,477 - mmaction - INFO - Epoch [128][1240/3757] lr: 1.991e-02, eta: 1 day, 10:19:21, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3656, top5_acc: 0.6086, loss_cls: 2.8783, loss: 2.8783, grad_norm: 4.0531 2020-07-27 08:50:24,048 - mmaction - INFO - Epoch [128][1260/3757] lr: 1.991e-02, eta: 1 day, 10:19:08, time: 0.578, data_time: 0.012, memory: 5232, top1_acc: 0.3937, top5_acc: 0.6406, loss_cls: 2.7389, loss: 2.7389, grad_norm: 4.0491 2020-07-27 08:50:35,439 - mmaction - INFO - Epoch [128][1280/3757] lr: 1.991e-02, eta: 1 day, 10:18:54, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3883, top5_acc: 0.6398, loss_cls: 2.7539, loss: 2.7539, grad_norm: 4.0909 2020-07-27 08:50:46,809 - mmaction - INFO - Epoch [128][1300/3757] lr: 1.991e-02, eta: 1 day, 10:18:41, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3672, top5_acc: 0.6031, loss_cls: 2.8735, loss: 2.8735, grad_norm: 4.0827 2020-07-27 08:50:58,219 - mmaction - INFO - Epoch [128][1320/3757] lr: 1.991e-02, eta: 1 day, 10:18:28, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3680, top5_acc: 0.6055, loss_cls: 2.9146, loss: 2.9146, grad_norm: 4.1285 2020-07-27 08:51:09,620 - mmaction - INFO - Epoch [128][1340/3757] lr: 1.991e-02, eta: 1 day, 10:18:15, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3883, top5_acc: 0.6141, loss_cls: 2.8331, loss: 2.8331, grad_norm: 3.9464 2020-07-27 08:51:21,134 - mmaction - INFO - Epoch [128][1360/3757] lr: 1.991e-02, eta: 1 day, 10:18:02, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3867, top5_acc: 0.6328, loss_cls: 2.8137, loss: 2.8137, grad_norm: 4.1191 2020-07-27 08:51:32,598 - mmaction - INFO - Epoch [128][1380/3757] lr: 1.991e-02, eta: 1 day, 10:17:49, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3617, top5_acc: 0.6008, loss_cls: 2.9367, loss: 2.9367, grad_norm: 4.2201 2020-07-27 08:51:44,048 - mmaction - INFO - Epoch [128][1400/3757] lr: 1.991e-02, eta: 1 day, 10:17:36, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3656, top5_acc: 0.6031, loss_cls: 2.9014, loss: 2.9014, grad_norm: 4.1267 2020-07-27 08:51:55,542 - mmaction - INFO - Epoch [128][1420/3757] lr: 1.991e-02, eta: 1 day, 10:17:23, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3898, top5_acc: 0.6398, loss_cls: 2.7672, loss: 2.7672, grad_norm: 3.9642 2020-07-27 08:52:06,946 - mmaction - INFO - Epoch [128][1440/3757] lr: 1.991e-02, eta: 1 day, 10:17:10, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3703, top5_acc: 0.6172, loss_cls: 2.8466, loss: 2.8466, grad_norm: 4.0219 2020-07-27 08:52:18,299 - mmaction - INFO - Epoch [128][1460/3757] lr: 1.991e-02, eta: 1 day, 10:16:57, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4055, top5_acc: 0.6383, loss_cls: 2.7307, loss: 2.7307, grad_norm: 3.9275 2020-07-27 08:52:29,668 - mmaction - INFO - Epoch [128][1480/3757] lr: 1.991e-02, eta: 1 day, 10:16:43, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.3961, top5_acc: 0.6414, loss_cls: 2.7573, loss: 2.7573, grad_norm: 4.0865 2020-07-27 08:52:41,096 - mmaction - INFO - Epoch [128][1500/3757] lr: 1.991e-02, eta: 1 day, 10:16:30, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3719, top5_acc: 0.6203, loss_cls: 2.8810, loss: 2.8810, grad_norm: 4.0716 2020-07-27 08:52:52,503 - mmaction - INFO - Epoch [128][1520/3757] lr: 1.991e-02, eta: 1 day, 10:16:17, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3781, top5_acc: 0.6188, loss_cls: 2.8464, loss: 2.8464, grad_norm: 3.9889 2020-07-27 08:53:03,887 - mmaction - INFO - Epoch [128][1540/3757] lr: 1.991e-02, eta: 1 day, 10:16:04, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3773, top5_acc: 0.6102, loss_cls: 2.8519, loss: 2.8519, grad_norm: 3.9968 2020-07-27 08:53:15,298 - mmaction - INFO - Epoch [128][1560/3757] lr: 1.991e-02, eta: 1 day, 10:15:51, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3609, top5_acc: 0.6102, loss_cls: 2.9135, loss: 2.9135, grad_norm: 4.1380 2020-07-27 08:53:26,633 - mmaction - INFO - Epoch [128][1580/3757] lr: 1.991e-02, eta: 1 day, 10:15:38, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3852, top5_acc: 0.6227, loss_cls: 2.7985, loss: 2.7985, grad_norm: 3.9236 2020-07-27 08:53:38,175 - mmaction - INFO - Epoch [128][1600/3757] lr: 1.991e-02, eta: 1 day, 10:15:25, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3602, top5_acc: 0.6031, loss_cls: 2.9191, loss: 2.9191, grad_norm: 4.0472 2020-07-27 08:53:49,584 - mmaction - INFO - Epoch [128][1620/3757] lr: 1.991e-02, eta: 1 day, 10:15:12, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3766, top5_acc: 0.5953, loss_cls: 2.9225, loss: 2.9225, grad_norm: 3.9740 2020-07-27 08:54:01,039 - mmaction - INFO - Epoch [128][1640/3757] lr: 1.991e-02, eta: 1 day, 10:14:59, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3570, top5_acc: 0.6203, loss_cls: 2.9000, loss: 2.9000, grad_norm: 3.9551 2020-07-27 08:54:12,507 - mmaction - INFO - Epoch [128][1660/3757] lr: 1.991e-02, eta: 1 day, 10:14:46, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3805, top5_acc: 0.6344, loss_cls: 2.8123, loss: 2.8123, grad_norm: 3.9456 2020-07-27 08:54:23,891 - mmaction - INFO - Epoch [128][1680/3757] lr: 1.991e-02, eta: 1 day, 10:14:33, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3836, top5_acc: 0.6156, loss_cls: 2.7819, loss: 2.7819, grad_norm: 3.9924 2020-07-27 08:54:35,376 - mmaction - INFO - Epoch [128][1700/3757] lr: 1.991e-02, eta: 1 day, 10:14:19, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3711, top5_acc: 0.6016, loss_cls: 2.9130, loss: 2.9130, grad_norm: 4.0374 2020-07-27 08:54:46,846 - mmaction - INFO - Epoch [128][1720/3757] lr: 1.991e-02, eta: 1 day, 10:14:06, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.4016, top5_acc: 0.6406, loss_cls: 2.7509, loss: 2.7509, grad_norm: 3.8486 2020-07-27 08:54:58,217 - mmaction - INFO - Epoch [128][1740/3757] lr: 1.991e-02, eta: 1 day, 10:13:53, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3648, top5_acc: 0.6102, loss_cls: 2.8841, loss: 2.8841, grad_norm: 3.9798 2020-07-27 08:55:09,787 - mmaction - INFO - Epoch [128][1760/3757] lr: 1.991e-02, eta: 1 day, 10:13:40, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3719, top5_acc: 0.6109, loss_cls: 2.9040, loss: 2.9040, grad_norm: 4.0871 2020-07-27 08:55:21,242 - mmaction - INFO - Epoch [128][1780/3757] lr: 1.991e-02, eta: 1 day, 10:13:27, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3594, top5_acc: 0.5906, loss_cls: 2.9450, loss: 2.9450, grad_norm: 3.9931 2020-07-27 08:55:32,671 - mmaction - INFO - Epoch [128][1800/3757] lr: 1.991e-02, eta: 1 day, 10:13:14, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3766, top5_acc: 0.6070, loss_cls: 2.8438, loss: 2.8438, grad_norm: 3.9361 2020-07-27 08:55:44,149 - mmaction - INFO - Epoch [128][1820/3757] lr: 1.991e-02, eta: 1 day, 10:13:01, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3719, top5_acc: 0.6266, loss_cls: 2.8722, loss: 2.8722, grad_norm: 4.1503 2020-07-27 08:55:55,542 - mmaction - INFO - Epoch [128][1840/3757] lr: 1.991e-02, eta: 1 day, 10:12:48, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3898, top5_acc: 0.6203, loss_cls: 2.8042, loss: 2.8042, grad_norm: 4.0705 2020-07-27 08:56:07,015 - mmaction - INFO - Epoch [128][1860/3757] lr: 1.991e-02, eta: 1 day, 10:12:35, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3750, top5_acc: 0.6055, loss_cls: 2.8196, loss: 2.8196, grad_norm: 4.1257 2020-07-27 08:56:18,524 - mmaction - INFO - Epoch [128][1880/3757] lr: 1.991e-02, eta: 1 day, 10:12:22, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3789, top5_acc: 0.6172, loss_cls: 2.8736, loss: 2.8736, grad_norm: 4.0783 2020-07-27 08:56:29,902 - mmaction - INFO - Epoch [128][1900/3757] lr: 1.991e-02, eta: 1 day, 10:12:09, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.3672, top5_acc: 0.6078, loss_cls: 2.9044, loss: 2.9044, grad_norm: 4.1455 2020-07-27 08:56:41,380 - mmaction - INFO - Epoch [128][1920/3757] lr: 1.991e-02, eta: 1 day, 10:11:56, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3680, top5_acc: 0.6188, loss_cls: 2.8246, loss: 2.8246, grad_norm: 4.0676 2020-07-27 08:56:52,892 - mmaction - INFO - Epoch [128][1940/3757] lr: 1.991e-02, eta: 1 day, 10:11:43, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3891, top5_acc: 0.6320, loss_cls: 2.7704, loss: 2.7704, grad_norm: 4.0225 2020-07-27 08:57:04,318 - mmaction - INFO - Epoch [128][1960/3757] lr: 1.991e-02, eta: 1 day, 10:11:30, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3773, top5_acc: 0.6094, loss_cls: 2.8981, loss: 2.8981, grad_norm: 4.0942 2020-07-27 08:57:15,812 - mmaction - INFO - Epoch [128][1980/3757] lr: 1.991e-02, eta: 1 day, 10:11:16, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3852, top5_acc: 0.6094, loss_cls: 2.8684, loss: 2.8684, grad_norm: 4.0571 2020-07-27 08:57:27,235 - mmaction - INFO - Epoch [128][2000/3757] lr: 1.991e-02, eta: 1 day, 10:11:03, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3750, top5_acc: 0.6203, loss_cls: 2.8244, loss: 2.8244, grad_norm: 3.9143 2020-07-27 08:57:38,615 - mmaction - INFO - Epoch [128][2020/3757] lr: 1.991e-02, eta: 1 day, 10:10:50, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3492, top5_acc: 0.5859, loss_cls: 2.9985, loss: 2.9985, grad_norm: 4.0815 2020-07-27 08:57:50,124 - mmaction - INFO - Epoch [128][2040/3757] lr: 1.991e-02, eta: 1 day, 10:10:37, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3859, top5_acc: 0.6359, loss_cls: 2.7620, loss: 2.7620, grad_norm: 3.8490 2020-07-27 08:58:01,504 - mmaction - INFO - Epoch [128][2060/3757] lr: 1.991e-02, eta: 1 day, 10:10:24, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3992, top5_acc: 0.6312, loss_cls: 2.7502, loss: 2.7502, grad_norm: 3.9634 2020-07-27 08:58:12,961 - mmaction - INFO - Epoch [128][2080/3757] lr: 1.991e-02, eta: 1 day, 10:10:11, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3531, top5_acc: 0.6148, loss_cls: 2.9350, loss: 2.9350, grad_norm: 3.9960 2020-07-27 08:58:24,398 - mmaction - INFO - Epoch [128][2100/3757] lr: 1.991e-02, eta: 1 day, 10:09:58, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3906, top5_acc: 0.6344, loss_cls: 2.7665, loss: 2.7665, grad_norm: 3.9887 2020-07-27 08:58:35,763 - mmaction - INFO - Epoch [128][2120/3757] lr: 1.991e-02, eta: 1 day, 10:09:45, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3719, top5_acc: 0.6180, loss_cls: 2.8619, loss: 2.8619, grad_norm: 4.0951 2020-07-27 08:58:47,179 - mmaction - INFO - Epoch [128][2140/3757] lr: 1.991e-02, eta: 1 day, 10:09:32, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4055, top5_acc: 0.6555, loss_cls: 2.7384, loss: 2.7384, grad_norm: 4.0832 2020-07-27 08:58:58,618 - mmaction - INFO - Epoch [128][2160/3757] lr: 1.991e-02, eta: 1 day, 10:09:19, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3414, top5_acc: 0.6109, loss_cls: 2.9011, loss: 2.9011, grad_norm: 4.1812 2020-07-27 08:59:10,008 - mmaction - INFO - Epoch [128][2180/3757] lr: 1.991e-02, eta: 1 day, 10:09:06, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3773, top5_acc: 0.6180, loss_cls: 2.8747, loss: 2.8747, grad_norm: 3.9595 2020-07-27 08:59:21,418 - mmaction - INFO - Epoch [128][2200/3757] lr: 1.991e-02, eta: 1 day, 10:08:52, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3992, top5_acc: 0.6305, loss_cls: 2.7570, loss: 2.7570, grad_norm: 3.8979 2020-07-27 08:59:32,890 - mmaction - INFO - Epoch [128][2220/3757] lr: 1.991e-02, eta: 1 day, 10:08:39, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3820, top5_acc: 0.6289, loss_cls: 2.8224, loss: 2.8224, grad_norm: 4.1284 2020-07-27 08:59:44,331 - mmaction - INFO - Epoch [128][2240/3757] lr: 1.991e-02, eta: 1 day, 10:08:26, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3906, top5_acc: 0.6336, loss_cls: 2.7996, loss: 2.7996, grad_norm: 4.0742 2020-07-27 08:59:55,743 - mmaction - INFO - Epoch [128][2260/3757] lr: 1.991e-02, eta: 1 day, 10:08:13, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.3695, top5_acc: 0.6148, loss_cls: 2.8563, loss: 2.8563, grad_norm: 4.1706 2020-07-27 09:00:12,678 - mmaction - INFO - Epoch [128][2280/3757] lr: 1.991e-02, eta: 1 day, 10:08:03, time: 0.836, data_time: 0.003, memory: 5232, top1_acc: 0.3922, top5_acc: 0.6484, loss_cls: 2.7721, loss: 2.7721, grad_norm: 4.0421 2020-07-27 09:00:24,066 - mmaction - INFO - Epoch [128][2300/3757] lr: 1.991e-02, eta: 1 day, 10:07:50, time: 0.580, data_time: 0.014, memory: 5232, top1_acc: 0.3430, top5_acc: 0.6148, loss_cls: 2.9598, loss: 2.9598, grad_norm: 4.0476 2020-07-27 09:00:35,569 - mmaction - INFO - Epoch [128][2320/3757] lr: 1.991e-02, eta: 1 day, 10:07:37, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3766, top5_acc: 0.6109, loss_cls: 2.8838, loss: 2.8838, grad_norm: 3.9242 2020-07-27 09:00:47,053 - mmaction - INFO - Epoch [128][2340/3757] lr: 1.991e-02, eta: 1 day, 10:07:24, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3836, top5_acc: 0.6219, loss_cls: 2.8436, loss: 2.8436, grad_norm: 4.0140 2020-07-27 09:00:58,507 - mmaction - INFO - Epoch [128][2360/3757] lr: 1.991e-02, eta: 1 day, 10:07:11, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3633, top5_acc: 0.6023, loss_cls: 2.9386, loss: 2.9386, grad_norm: 4.0794 2020-07-27 09:01:09,856 - mmaction - INFO - Epoch [128][2380/3757] lr: 1.991e-02, eta: 1 day, 10:06:58, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3555, top5_acc: 0.6133, loss_cls: 2.8903, loss: 2.8903, grad_norm: 3.9993 2020-07-27 09:01:21,269 - mmaction - INFO - Epoch [128][2400/3757] lr: 1.991e-02, eta: 1 day, 10:06:45, time: 0.571, data_time: 0.008, memory: 5232, top1_acc: 0.3734, top5_acc: 0.6133, loss_cls: 2.8923, loss: 2.8923, grad_norm: 4.1043 2020-07-27 09:01:32,658 - mmaction - INFO - Epoch [128][2420/3757] lr: 1.991e-02, eta: 1 day, 10:06:32, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3633, top5_acc: 0.6234, loss_cls: 2.8387, loss: 2.8387, grad_norm: 4.1035 2020-07-27 09:01:44,071 - mmaction - INFO - Epoch [128][2440/3757] lr: 1.991e-02, eta: 1 day, 10:06:19, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3734, top5_acc: 0.6148, loss_cls: 2.8116, loss: 2.8116, grad_norm: 4.0751 2020-07-27 09:01:55,456 - mmaction - INFO - Epoch [128][2460/3757] lr: 1.991e-02, eta: 1 day, 10:06:06, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3703, top5_acc: 0.5969, loss_cls: 2.8992, loss: 2.8992, grad_norm: 4.1187 2020-07-27 09:02:06,854 - mmaction - INFO - Epoch [128][2480/3757] lr: 1.991e-02, eta: 1 day, 10:05:52, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3617, top5_acc: 0.6094, loss_cls: 2.9067, loss: 2.9067, grad_norm: 3.9849 2020-07-27 09:02:18,156 - mmaction - INFO - Epoch [128][2500/3757] lr: 1.991e-02, eta: 1 day, 10:05:39, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3883, top5_acc: 0.6438, loss_cls: 2.8008, loss: 2.8008, grad_norm: 3.9073 2020-07-27 09:02:29,571 - mmaction - INFO - Epoch [128][2520/3757] lr: 1.991e-02, eta: 1 day, 10:05:26, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3742, top5_acc: 0.6234, loss_cls: 2.8309, loss: 2.8309, grad_norm: 4.0047 2020-07-27 09:02:40,961 - mmaction - INFO - Epoch [128][2540/3757] lr: 1.991e-02, eta: 1 day, 10:05:13, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3797, top5_acc: 0.6156, loss_cls: 2.8723, loss: 2.8723, grad_norm: 4.0148 2020-07-27 09:02:52,455 - mmaction - INFO - Epoch [128][2560/3757] lr: 1.991e-02, eta: 1 day, 10:05:00, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3797, top5_acc: 0.6164, loss_cls: 2.8605, loss: 2.8605, grad_norm: 4.0704 2020-07-27 09:03:03,922 - mmaction - INFO - Epoch [128][2580/3757] lr: 1.991e-02, eta: 1 day, 10:04:47, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4047, top5_acc: 0.6469, loss_cls: 2.7507, loss: 2.7507, grad_norm: 3.9520 2020-07-27 09:03:15,425 - mmaction - INFO - Epoch [128][2600/3757] lr: 1.991e-02, eta: 1 day, 10:04:34, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3773, top5_acc: 0.6148, loss_cls: 2.8519, loss: 2.8519, grad_norm: 3.9882 2020-07-27 09:03:26,970 - mmaction - INFO - Epoch [128][2620/3757] lr: 1.991e-02, eta: 1 day, 10:04:21, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3922, top5_acc: 0.6211, loss_cls: 2.7703, loss: 2.7703, grad_norm: 4.0059 2020-07-27 09:03:38,486 - mmaction - INFO - Epoch [128][2640/3757] lr: 1.991e-02, eta: 1 day, 10:04:08, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3617, top5_acc: 0.6008, loss_cls: 2.9079, loss: 2.9079, grad_norm: 4.0670 2020-07-27 09:03:49,942 - mmaction - INFO - Epoch [128][2660/3757] lr: 1.991e-02, eta: 1 day, 10:03:55, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3477, top5_acc: 0.6008, loss_cls: 2.9518, loss: 2.9518, grad_norm: 4.1778 2020-07-27 09:04:01,372 - mmaction - INFO - Epoch [128][2680/3757] lr: 1.991e-02, eta: 1 day, 10:03:42, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3953, top5_acc: 0.6438, loss_cls: 2.7217, loss: 2.7217, grad_norm: 4.0601 2020-07-27 09:04:12,779 - mmaction - INFO - Epoch [128][2700/3757] lr: 1.991e-02, eta: 1 day, 10:03:29, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3844, top5_acc: 0.6375, loss_cls: 2.7800, loss: 2.7800, grad_norm: 4.0933 2020-07-27 09:04:24,198 - mmaction - INFO - Epoch [128][2720/3757] lr: 1.991e-02, eta: 1 day, 10:03:16, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3688, top5_acc: 0.6180, loss_cls: 2.8936, loss: 2.8936, grad_norm: 4.1907 2020-07-27 09:04:35,673 - mmaction - INFO - Epoch [128][2740/3757] lr: 1.991e-02, eta: 1 day, 10:03:03, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3711, top5_acc: 0.6203, loss_cls: 2.7782, loss: 2.7782, grad_norm: 4.0386 2020-07-27 09:04:47,050 - mmaction - INFO - Epoch [128][2760/3757] lr: 1.991e-02, eta: 1 day, 10:02:49, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3547, top5_acc: 0.6117, loss_cls: 2.9169, loss: 2.9169, grad_norm: 4.1267 2020-07-27 09:04:58,419 - mmaction - INFO - Epoch [128][2780/3757] lr: 1.991e-02, eta: 1 day, 10:02:36, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3727, top5_acc: 0.6375, loss_cls: 2.8388, loss: 2.8388, grad_norm: 4.1217 2020-07-27 09:05:09,883 - mmaction - INFO - Epoch [128][2800/3757] lr: 1.991e-02, eta: 1 day, 10:02:23, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3820, top5_acc: 0.6305, loss_cls: 2.8429, loss: 2.8429, grad_norm: 4.1126 2020-07-27 09:05:21,306 - mmaction - INFO - Epoch [128][2820/3757] lr: 1.991e-02, eta: 1 day, 10:02:10, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3977, top5_acc: 0.6352, loss_cls: 2.7631, loss: 2.7631, grad_norm: 3.8933 2020-07-27 09:05:32,788 - mmaction - INFO - Epoch [128][2840/3757] lr: 1.991e-02, eta: 1 day, 10:01:57, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3734, top5_acc: 0.6133, loss_cls: 2.8597, loss: 2.8597, grad_norm: 3.9579 2020-07-27 09:05:44,216 - mmaction - INFO - Epoch [128][2860/3757] lr: 1.991e-02, eta: 1 day, 10:01:44, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3555, top5_acc: 0.6258, loss_cls: 2.8606, loss: 2.8606, grad_norm: 4.0611 2020-07-27 09:05:55,672 - mmaction - INFO - Epoch [128][2880/3757] lr: 1.991e-02, eta: 1 day, 10:01:31, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3773, top5_acc: 0.6180, loss_cls: 2.9207, loss: 2.9207, grad_norm: 4.1503 2020-07-27 09:06:07,084 - mmaction - INFO - Epoch [128][2900/3757] lr: 1.991e-02, eta: 1 day, 10:01:18, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3742, top5_acc: 0.6195, loss_cls: 2.8705, loss: 2.8705, grad_norm: 4.0313 2020-07-27 09:06:18,558 - mmaction - INFO - Epoch [128][2920/3757] lr: 1.991e-02, eta: 1 day, 10:01:05, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4031, top5_acc: 0.6414, loss_cls: 2.7810, loss: 2.7810, grad_norm: 4.0701 2020-07-27 09:06:30,090 - mmaction - INFO - Epoch [128][2940/3757] lr: 1.991e-02, eta: 1 day, 10:00:52, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3750, top5_acc: 0.6266, loss_cls: 2.8404, loss: 2.8404, grad_norm: 4.1490 2020-07-27 09:06:41,485 - mmaction - INFO - Epoch [128][2960/3757] lr: 1.991e-02, eta: 1 day, 10:00:39, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3758, top5_acc: 0.6086, loss_cls: 2.8620, loss: 2.8620, grad_norm: 3.9934 2020-07-27 09:06:52,926 - mmaction - INFO - Epoch [128][2980/3757] lr: 1.991e-02, eta: 1 day, 10:00:26, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3641, top5_acc: 0.6172, loss_cls: 2.8784, loss: 2.8784, grad_norm: 3.9643 2020-07-27 09:07:04,315 - mmaction - INFO - Epoch [128][3000/3757] lr: 1.991e-02, eta: 1 day, 10:00:13, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3844, top5_acc: 0.6188, loss_cls: 2.7928, loss: 2.7928, grad_norm: 4.0232 2020-07-27 09:07:15,753 - mmaction - INFO - Epoch [128][3020/3757] lr: 1.991e-02, eta: 1 day, 9:59:59, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3617, top5_acc: 0.5977, loss_cls: 2.9342, loss: 2.9342, grad_norm: 4.1542 2020-07-27 09:07:27,145 - mmaction - INFO - Epoch [128][3040/3757] lr: 1.991e-02, eta: 1 day, 9:59:46, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3680, top5_acc: 0.6109, loss_cls: 2.8300, loss: 2.8300, grad_norm: 4.0250 2020-07-27 09:07:38,549 - mmaction - INFO - Epoch [128][3060/3757] lr: 1.991e-02, eta: 1 day, 9:59:33, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.3711, top5_acc: 0.6195, loss_cls: 2.8732, loss: 2.8732, grad_norm: 4.1688 2020-07-27 09:07:49,970 - mmaction - INFO - Epoch [128][3080/3757] lr: 1.991e-02, eta: 1 day, 9:59:20, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3789, top5_acc: 0.6055, loss_cls: 2.9099, loss: 2.9099, grad_norm: 4.0267 2020-07-27 09:08:01,423 - mmaction - INFO - Epoch [128][3100/3757] lr: 1.991e-02, eta: 1 day, 9:59:07, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3898, top5_acc: 0.6242, loss_cls: 2.8224, loss: 2.8224, grad_norm: 4.0335 2020-07-27 09:08:12,917 - mmaction - INFO - Epoch [128][3120/3757] lr: 1.991e-02, eta: 1 day, 9:58:54, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3617, top5_acc: 0.6367, loss_cls: 2.8088, loss: 2.8088, grad_norm: 4.0665 2020-07-27 09:08:24,440 - mmaction - INFO - Epoch [128][3140/3757] lr: 1.991e-02, eta: 1 day, 9:58:41, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3570, top5_acc: 0.6297, loss_cls: 2.7933, loss: 2.7933, grad_norm: 4.0376 2020-07-27 09:08:35,890 - mmaction - INFO - Epoch [128][3160/3757] lr: 1.991e-02, eta: 1 day, 9:58:28, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3758, top5_acc: 0.6211, loss_cls: 2.8746, loss: 2.8746, grad_norm: 4.1388 2020-07-27 09:08:47,362 - mmaction - INFO - Epoch [128][3180/3757] lr: 1.991e-02, eta: 1 day, 9:58:15, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.3672, top5_acc: 0.6055, loss_cls: 2.9267, loss: 2.9267, grad_norm: 4.1102 2020-07-27 09:08:58,879 - mmaction - INFO - Epoch [128][3200/3757] lr: 1.991e-02, eta: 1 day, 9:58:02, time: 0.576, data_time: 0.002, memory: 5232, top1_acc: 0.3648, top5_acc: 0.6125, loss_cls: 2.9268, loss: 2.9268, grad_norm: 4.1763 2020-07-27 09:09:10,240 - mmaction - INFO - Epoch [128][3220/3757] lr: 1.991e-02, eta: 1 day, 9:57:49, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.3453, top5_acc: 0.5914, loss_cls: 2.9771, loss: 2.9771, grad_norm: 4.1258 2020-07-27 09:09:21,730 - mmaction - INFO - Epoch [128][3240/3757] lr: 1.991e-02, eta: 1 day, 9:57:36, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3859, top5_acc: 0.6258, loss_cls: 2.7486, loss: 2.7486, grad_norm: 3.9015 2020-07-27 09:09:33,143 - mmaction - INFO - Epoch [128][3260/3757] lr: 1.991e-02, eta: 1 day, 9:57:23, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3648, top5_acc: 0.6234, loss_cls: 2.8240, loss: 2.8240, grad_norm: 4.0951 2020-07-27 09:09:44,607 - mmaction - INFO - Epoch [128][3280/3757] lr: 1.991e-02, eta: 1 day, 9:57:10, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3602, top5_acc: 0.6023, loss_cls: 2.9548, loss: 2.9548, grad_norm: 4.1679 2020-07-27 09:09:56,045 - mmaction - INFO - Epoch [128][3300/3757] lr: 1.991e-02, eta: 1 day, 9:56:57, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3781, top5_acc: 0.6328, loss_cls: 2.8154, loss: 2.8154, grad_norm: 4.0690 2020-07-27 09:10:07,490 - mmaction - INFO - Epoch [128][3320/3757] lr: 1.991e-02, eta: 1 day, 9:56:44, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3625, top5_acc: 0.6070, loss_cls: 2.9218, loss: 2.9218, grad_norm: 4.0331 2020-07-27 09:10:18,842 - mmaction - INFO - Epoch [128][3340/3757] lr: 1.991e-02, eta: 1 day, 9:56:30, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3586, top5_acc: 0.6109, loss_cls: 2.9522, loss: 2.9522, grad_norm: 4.0568 2020-07-27 09:10:30,214 - mmaction - INFO - Epoch [128][3360/3757] lr: 1.991e-02, eta: 1 day, 9:56:17, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3688, top5_acc: 0.6234, loss_cls: 2.8652, loss: 2.8652, grad_norm: 4.0124 2020-07-27 09:10:41,609 - mmaction - INFO - Epoch [128][3380/3757] lr: 1.991e-02, eta: 1 day, 9:56:04, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3859, top5_acc: 0.6289, loss_cls: 2.8067, loss: 2.8067, grad_norm: 3.9951 2020-07-27 09:10:53,128 - mmaction - INFO - Epoch [128][3400/3757] lr: 1.991e-02, eta: 1 day, 9:55:51, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.3820, top5_acc: 0.6219, loss_cls: 2.8018, loss: 2.8018, grad_norm: 3.9557 2020-07-27 09:11:04,587 - mmaction - INFO - Epoch [128][3420/3757] lr: 1.991e-02, eta: 1 day, 9:55:38, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3703, top5_acc: 0.6180, loss_cls: 2.9071, loss: 2.9071, grad_norm: 4.1779 2020-07-27 09:11:16,130 - mmaction - INFO - Epoch [128][3440/3757] lr: 1.991e-02, eta: 1 day, 9:55:25, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3875, top5_acc: 0.6375, loss_cls: 2.7727, loss: 2.7727, grad_norm: 3.9558 2020-07-27 09:11:27,501 - mmaction - INFO - Epoch [128][3460/3757] lr: 1.991e-02, eta: 1 day, 9:55:12, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3719, top5_acc: 0.6195, loss_cls: 2.8502, loss: 2.8502, grad_norm: 4.0742 2020-07-27 09:11:38,883 - mmaction - INFO - Epoch [128][3480/3757] lr: 1.991e-02, eta: 1 day, 9:54:59, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3805, top5_acc: 0.6352, loss_cls: 2.7941, loss: 2.7941, grad_norm: 3.9980 2020-07-27 09:11:50,298 - mmaction - INFO - Epoch [128][3500/3757] lr: 1.991e-02, eta: 1 day, 9:54:46, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3672, top5_acc: 0.6219, loss_cls: 2.8169, loss: 2.8169, grad_norm: 3.9856 2020-07-27 09:12:01,656 - mmaction - INFO - Epoch [128][3520/3757] lr: 1.991e-02, eta: 1 day, 9:54:33, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3523, top5_acc: 0.6188, loss_cls: 2.9057, loss: 2.9057, grad_norm: 4.0680 2020-07-27 09:12:13,059 - mmaction - INFO - Epoch [128][3540/3757] lr: 1.991e-02, eta: 1 day, 9:54:20, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4055, top5_acc: 0.6359, loss_cls: 2.7718, loss: 2.7718, grad_norm: 3.9578 2020-07-27 09:12:24,534 - mmaction - INFO - Epoch [128][3560/3757] lr: 1.991e-02, eta: 1 day, 9:54:07, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3766, top5_acc: 0.6266, loss_cls: 2.8603, loss: 2.8603, grad_norm: 4.0741 2020-07-27 09:12:35,951 - mmaction - INFO - Epoch [128][3580/3757] lr: 1.991e-02, eta: 1 day, 9:53:53, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3695, top5_acc: 0.6148, loss_cls: 2.8739, loss: 2.8739, grad_norm: 3.9991 2020-07-27 09:12:47,327 - mmaction - INFO - Epoch [128][3600/3757] lr: 1.991e-02, eta: 1 day, 9:53:40, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3852, top5_acc: 0.6391, loss_cls: 2.7269, loss: 2.7269, grad_norm: 3.9991 2020-07-27 09:12:58,684 - mmaction - INFO - Epoch [128][3620/3757] lr: 1.991e-02, eta: 1 day, 9:53:27, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.3719, top5_acc: 0.6219, loss_cls: 2.8461, loss: 2.8461, grad_norm: 4.1417 2020-07-27 09:13:10,137 - mmaction - INFO - Epoch [128][3640/3757] lr: 1.991e-02, eta: 1 day, 9:53:14, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3758, top5_acc: 0.6242, loss_cls: 2.8612, loss: 2.8612, grad_norm: 4.1321 2020-07-27 09:13:21,772 - mmaction - INFO - Epoch [128][3660/3757] lr: 1.991e-02, eta: 1 day, 9:53:01, time: 0.582, data_time: 0.003, memory: 5232, top1_acc: 0.3859, top5_acc: 0.6242, loss_cls: 2.8418, loss: 2.8418, grad_norm: 3.9750 2020-07-27 09:13:33,098 - mmaction - INFO - Epoch [128][3680/3757] lr: 1.991e-02, eta: 1 day, 9:52:48, time: 0.566, data_time: 0.001, memory: 5232, top1_acc: 0.3523, top5_acc: 0.5992, loss_cls: 2.8845, loss: 2.8845, grad_norm: 4.0498 2020-07-27 09:13:44,596 - mmaction - INFO - Epoch [128][3700/3757] lr: 1.991e-02, eta: 1 day, 9:52:35, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3516, top5_acc: 0.5969, loss_cls: 2.9990, loss: 2.9990, grad_norm: 4.1691 2020-07-27 09:13:56,014 - mmaction - INFO - Epoch [128][3720/3757] lr: 1.991e-02, eta: 1 day, 9:52:22, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3922, top5_acc: 0.6281, loss_cls: 2.8099, loss: 2.8099, grad_norm: 3.9136 2020-07-27 09:14:07,408 - mmaction - INFO - Epoch [128][3740/3757] lr: 1.991e-02, eta: 1 day, 9:52:09, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3773, top5_acc: 0.6336, loss_cls: 2.8409, loss: 2.8409, grad_norm: 4.0921 2020-07-27 09:17:31,962 - mmaction - INFO - Epoch [129][20/3757] lr: 1.922e-02, eta: 1 day, 9:53:16, time: 9.240, data_time: 8.551, memory: 5232, top1_acc: 0.3656, top5_acc: 0.6086, loss_cls: 2.8549, loss: 2.8549, grad_norm: 3.9988 2020-07-27 09:17:43,287 - mmaction - INFO - Epoch [129][40/3757] lr: 1.922e-02, eta: 1 day, 9:53:03, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.3953, top5_acc: 0.6453, loss_cls: 2.7366, loss: 2.7366, grad_norm: 3.9065 2020-07-27 09:17:54,646 - mmaction - INFO - Epoch [129][60/3757] lr: 1.922e-02, eta: 1 day, 9:52:50, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3781, top5_acc: 0.6133, loss_cls: 2.8208, loss: 2.8208, grad_norm: 3.9287 2020-07-27 09:18:06,018 - mmaction - INFO - Epoch [129][80/3757] lr: 1.922e-02, eta: 1 day, 9:52:37, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3930, top5_acc: 0.6227, loss_cls: 2.8618, loss: 2.8618, grad_norm: 3.8802 2020-07-27 09:18:17,410 - mmaction - INFO - Epoch [129][100/3757] lr: 1.922e-02, eta: 1 day, 9:52:24, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3789, top5_acc: 0.6250, loss_cls: 2.8442, loss: 2.8442, grad_norm: 4.0308 2020-07-27 09:18:28,816 - mmaction - INFO - Epoch [129][120/3757] lr: 1.922e-02, eta: 1 day, 9:52:11, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3805, top5_acc: 0.6320, loss_cls: 2.8040, loss: 2.8040, grad_norm: 4.0942 2020-07-27 09:18:40,131 - mmaction - INFO - Epoch [129][140/3757] lr: 1.922e-02, eta: 1 day, 9:51:58, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3742, top5_acc: 0.6211, loss_cls: 2.8623, loss: 2.8623, grad_norm: 4.0074 2020-07-27 09:18:51,496 - mmaction - INFO - Epoch [129][160/3757] lr: 1.922e-02, eta: 1 day, 9:51:44, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3609, top5_acc: 0.6172, loss_cls: 2.8849, loss: 2.8849, grad_norm: 4.1387 2020-07-27 09:19:02,875 - mmaction - INFO - Epoch [129][180/3757] lr: 1.922e-02, eta: 1 day, 9:51:31, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4102, top5_acc: 0.6430, loss_cls: 2.7133, loss: 2.7133, grad_norm: 3.8567 2020-07-27 09:19:14,246 - mmaction - INFO - Epoch [129][200/3757] lr: 1.922e-02, eta: 1 day, 9:51:18, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4086, top5_acc: 0.6336, loss_cls: 2.7200, loss: 2.7200, grad_norm: 4.0739 2020-07-27 09:19:25,555 - mmaction - INFO - Epoch [129][220/3757] lr: 1.922e-02, eta: 1 day, 9:51:05, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3711, top5_acc: 0.6273, loss_cls: 2.8344, loss: 2.8344, grad_norm: 4.1566 2020-07-27 09:19:36,895 - mmaction - INFO - Epoch [129][240/3757] lr: 1.922e-02, eta: 1 day, 9:50:52, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.3703, top5_acc: 0.6211, loss_cls: 2.8759, loss: 2.8759, grad_norm: 4.1398 2020-07-27 09:19:48,339 - mmaction - INFO - Epoch [129][260/3757] lr: 1.922e-02, eta: 1 day, 9:50:39, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3828, top5_acc: 0.6156, loss_cls: 2.8493, loss: 2.8493, grad_norm: 3.9734 2020-07-27 09:19:59,674 - mmaction - INFO - Epoch [129][280/3757] lr: 1.922e-02, eta: 1 day, 9:50:26, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3977, top5_acc: 0.6359, loss_cls: 2.7325, loss: 2.7325, grad_norm: 4.0691 2020-07-27 09:20:11,042 - mmaction - INFO - Epoch [129][300/3757] lr: 1.922e-02, eta: 1 day, 9:50:13, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3828, top5_acc: 0.6242, loss_cls: 2.8024, loss: 2.8024, grad_norm: 4.0417 2020-07-27 09:20:22,427 - mmaction - INFO - Epoch [129][320/3757] lr: 1.922e-02, eta: 1 day, 9:49:59, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3906, top5_acc: 0.6445, loss_cls: 2.7374, loss: 2.7374, grad_norm: 3.9819 2020-07-27 09:20:33,801 - mmaction - INFO - Epoch [129][340/3757] lr: 1.922e-02, eta: 1 day, 9:49:46, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3797, top5_acc: 0.6281, loss_cls: 2.8238, loss: 2.8238, grad_norm: 4.1056 2020-07-27 09:20:45,325 - mmaction - INFO - Epoch [129][360/3757] lr: 1.922e-02, eta: 1 day, 9:49:33, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3852, top5_acc: 0.6359, loss_cls: 2.7982, loss: 2.7982, grad_norm: 4.0559 2020-07-27 09:20:56,684 - mmaction - INFO - Epoch [129][380/3757] lr: 1.922e-02, eta: 1 day, 9:49:20, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3547, top5_acc: 0.5961, loss_cls: 2.9345, loss: 2.9345, grad_norm: 4.1905 2020-07-27 09:21:08,060 - mmaction - INFO - Epoch [129][400/3757] lr: 1.922e-02, eta: 1 day, 9:49:07, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3688, top5_acc: 0.6070, loss_cls: 2.9103, loss: 2.9103, grad_norm: 4.0505 2020-07-27 09:21:19,403 - mmaction - INFO - Epoch [129][420/3757] lr: 1.922e-02, eta: 1 day, 9:48:54, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3758, top5_acc: 0.6242, loss_cls: 2.8173, loss: 2.8173, grad_norm: 4.0446 2020-07-27 09:21:30,833 - mmaction - INFO - Epoch [129][440/3757] lr: 1.922e-02, eta: 1 day, 9:48:41, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3945, top5_acc: 0.6461, loss_cls: 2.7442, loss: 2.7442, grad_norm: 3.9739 2020-07-27 09:21:42,239 - mmaction - INFO - Epoch [129][460/3757] lr: 1.922e-02, eta: 1 day, 9:48:28, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3742, top5_acc: 0.6344, loss_cls: 2.7840, loss: 2.7840, grad_norm: 4.0602 2020-07-27 09:21:53,551 - mmaction - INFO - Epoch [129][480/3757] lr: 1.922e-02, eta: 1 day, 9:48:15, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3859, top5_acc: 0.6234, loss_cls: 2.8474, loss: 2.8474, grad_norm: 4.0378 2020-07-27 09:22:04,919 - mmaction - INFO - Epoch [129][500/3757] lr: 1.922e-02, eta: 1 day, 9:48:02, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3578, top5_acc: 0.5875, loss_cls: 2.9237, loss: 2.9237, grad_norm: 4.0933 2020-07-27 09:22:16,292 - mmaction - INFO - Epoch [129][520/3757] lr: 1.922e-02, eta: 1 day, 9:47:48, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3602, top5_acc: 0.6289, loss_cls: 2.8603, loss: 2.8603, grad_norm: 4.0693 2020-07-27 09:22:27,705 - mmaction - INFO - Epoch [129][540/3757] lr: 1.922e-02, eta: 1 day, 9:47:35, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3711, top5_acc: 0.6227, loss_cls: 2.8077, loss: 2.8077, grad_norm: 4.1446 2020-07-27 09:22:39,077 - mmaction - INFO - Epoch [129][560/3757] lr: 1.922e-02, eta: 1 day, 9:47:22, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3797, top5_acc: 0.6250, loss_cls: 2.8592, loss: 2.8592, grad_norm: 4.1621 2020-07-27 09:22:50,525 - mmaction - INFO - Epoch [129][580/3757] lr: 1.922e-02, eta: 1 day, 9:47:09, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3844, top5_acc: 0.6312, loss_cls: 2.8311, loss: 2.8311, grad_norm: 4.0853 2020-07-27 09:23:02,004 - mmaction - INFO - Epoch [129][600/3757] lr: 1.922e-02, eta: 1 day, 9:46:56, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3656, top5_acc: 0.6039, loss_cls: 2.9506, loss: 2.9506, grad_norm: 4.1375 2020-07-27 09:23:13,360 - mmaction - INFO - Epoch [129][620/3757] lr: 1.922e-02, eta: 1 day, 9:46:43, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3617, top5_acc: 0.6016, loss_cls: 2.9039, loss: 2.9039, grad_norm: 4.0731 2020-07-27 09:23:24,752 - mmaction - INFO - Epoch [129][640/3757] lr: 1.922e-02, eta: 1 day, 9:46:30, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3805, top5_acc: 0.6195, loss_cls: 2.8688, loss: 2.8688, grad_norm: 4.0968 2020-07-27 09:23:36,120 - mmaction - INFO - Epoch [129][660/3757] lr: 1.922e-02, eta: 1 day, 9:46:17, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3602, top5_acc: 0.6078, loss_cls: 2.9076, loss: 2.9076, grad_norm: 4.2844 2020-07-27 09:23:47,657 - mmaction - INFO - Epoch [129][680/3757] lr: 1.922e-02, eta: 1 day, 9:46:04, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3992, top5_acc: 0.6438, loss_cls: 2.7098, loss: 2.7098, grad_norm: 4.0358 2020-07-27 09:23:59,151 - mmaction - INFO - Epoch [129][700/3757] lr: 1.922e-02, eta: 1 day, 9:45:51, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3898, top5_acc: 0.6320, loss_cls: 2.8118, loss: 2.8118, grad_norm: 4.0746 2020-07-27 09:24:10,577 - mmaction - INFO - Epoch [129][720/3757] lr: 1.922e-02, eta: 1 day, 9:45:38, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3906, top5_acc: 0.6406, loss_cls: 2.7292, loss: 2.7292, grad_norm: 4.0118 2020-07-27 09:24:21,963 - mmaction - INFO - Epoch [129][740/3757] lr: 1.922e-02, eta: 1 day, 9:45:25, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3937, top5_acc: 0.6203, loss_cls: 2.7800, loss: 2.7800, grad_norm: 4.1778 2020-07-27 09:24:33,325 - mmaction - INFO - Epoch [129][760/3757] lr: 1.922e-02, eta: 1 day, 9:45:11, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3727, top5_acc: 0.6234, loss_cls: 2.8788, loss: 2.8788, grad_norm: 4.2553 2020-07-27 09:24:44,774 - mmaction - INFO - Epoch [129][780/3757] lr: 1.922e-02, eta: 1 day, 9:44:58, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3609, top5_acc: 0.6156, loss_cls: 2.8711, loss: 2.8711, grad_norm: 4.1805 2020-07-27 09:24:56,216 - mmaction - INFO - Epoch [129][800/3757] lr: 1.922e-02, eta: 1 day, 9:44:45, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.3812, top5_acc: 0.6016, loss_cls: 2.8796, loss: 2.8796, grad_norm: 3.9625 2020-07-27 09:25:07,743 - mmaction - INFO - Epoch [129][820/3757] lr: 1.922e-02, eta: 1 day, 9:44:32, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3906, top5_acc: 0.6289, loss_cls: 2.7713, loss: 2.7713, grad_norm: 4.1070 2020-07-27 09:25:19,051 - mmaction - INFO - Epoch [129][840/3757] lr: 1.922e-02, eta: 1 day, 9:44:19, time: 0.566, data_time: 0.001, memory: 5232, top1_acc: 0.3656, top5_acc: 0.5906, loss_cls: 2.9336, loss: 2.9336, grad_norm: 4.1138 2020-07-27 09:25:30,406 - mmaction - INFO - Epoch [129][860/3757] lr: 1.922e-02, eta: 1 day, 9:44:06, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3891, top5_acc: 0.6328, loss_cls: 2.7826, loss: 2.7826, grad_norm: 4.0389 2020-07-27 09:25:41,801 - mmaction - INFO - Epoch [129][880/3757] lr: 1.922e-02, eta: 1 day, 9:43:53, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3641, top5_acc: 0.6195, loss_cls: 2.8928, loss: 2.8928, grad_norm: 3.9916 2020-07-27 09:25:53,232 - mmaction - INFO - Epoch [129][900/3757] lr: 1.922e-02, eta: 1 day, 9:43:40, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3797, top5_acc: 0.6125, loss_cls: 2.8352, loss: 2.8352, grad_norm: 3.9815 2020-07-27 09:26:04,670 - mmaction - INFO - Epoch [129][920/3757] lr: 1.922e-02, eta: 1 day, 9:43:27, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3586, top5_acc: 0.5883, loss_cls: 2.9790, loss: 2.9790, grad_norm: 4.1279 2020-07-27 09:26:16,183 - mmaction - INFO - Epoch [129][940/3757] lr: 1.922e-02, eta: 1 day, 9:43:14, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3961, top5_acc: 0.6445, loss_cls: 2.7081, loss: 2.7081, grad_norm: 3.9976 2020-07-27 09:26:27,611 - mmaction - INFO - Epoch [129][960/3757] lr: 1.922e-02, eta: 1 day, 9:43:01, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3805, top5_acc: 0.6148, loss_cls: 2.8900, loss: 2.8900, grad_norm: 4.1559 2020-07-27 09:26:39,023 - mmaction - INFO - Epoch [129][980/3757] lr: 1.922e-02, eta: 1 day, 9:42:48, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.3695, top5_acc: 0.6289, loss_cls: 2.8119, loss: 2.8119, grad_norm: 3.9648 2020-07-27 09:26:50,452 - mmaction - INFO - Epoch [129][1000/3757] lr: 1.922e-02, eta: 1 day, 9:42:35, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3914, top5_acc: 0.6508, loss_cls: 2.7771, loss: 2.7771, grad_norm: 4.0901 2020-07-27 09:27:01,870 - mmaction - INFO - Epoch [129][1020/3757] lr: 1.922e-02, eta: 1 day, 9:42:21, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3805, top5_acc: 0.6086, loss_cls: 2.8423, loss: 2.8423, grad_norm: 4.1299 2020-07-27 09:27:13,349 - mmaction - INFO - Epoch [129][1040/3757] lr: 1.922e-02, eta: 1 day, 9:42:08, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3781, top5_acc: 0.6273, loss_cls: 2.7817, loss: 2.7817, grad_norm: 4.0825 2020-07-27 09:27:24,905 - mmaction - INFO - Epoch [129][1060/3757] lr: 1.922e-02, eta: 1 day, 9:41:55, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3852, top5_acc: 0.6297, loss_cls: 2.7796, loss: 2.7796, grad_norm: 4.0664 2020-07-27 09:27:36,278 - mmaction - INFO - Epoch [129][1080/3757] lr: 1.922e-02, eta: 1 day, 9:41:42, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.3977, top5_acc: 0.6539, loss_cls: 2.7196, loss: 2.7196, grad_norm: 4.1326 2020-07-27 09:27:47,835 - mmaction - INFO - Epoch [129][1100/3757] lr: 1.922e-02, eta: 1 day, 9:41:29, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3688, top5_acc: 0.5992, loss_cls: 2.9303, loss: 2.9303, grad_norm: 4.2182 2020-07-27 09:27:59,313 - mmaction - INFO - Epoch [129][1120/3757] lr: 1.922e-02, eta: 1 day, 9:41:16, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3461, top5_acc: 0.5914, loss_cls: 2.9240, loss: 2.9240, grad_norm: 4.1259 2020-07-27 09:28:10,688 - mmaction - INFO - Epoch [129][1140/3757] lr: 1.922e-02, eta: 1 day, 9:41:03, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3680, top5_acc: 0.5906, loss_cls: 2.9412, loss: 2.9412, grad_norm: 4.0601 2020-07-27 09:28:22,135 - mmaction - INFO - Epoch [129][1160/3757] lr: 1.922e-02, eta: 1 day, 9:40:50, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4039, top5_acc: 0.6211, loss_cls: 2.7762, loss: 2.7762, grad_norm: 4.0011 2020-07-27 09:28:33,586 - mmaction - INFO - Epoch [129][1180/3757] lr: 1.922e-02, eta: 1 day, 9:40:37, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3820, top5_acc: 0.6078, loss_cls: 2.9188, loss: 2.9188, grad_norm: 4.1104 2020-07-27 09:28:45,015 - mmaction - INFO - Epoch [129][1200/3757] lr: 1.922e-02, eta: 1 day, 9:40:24, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3859, top5_acc: 0.6508, loss_cls: 2.6964, loss: 2.6964, grad_norm: 3.8925 2020-07-27 09:28:56,438 - mmaction - INFO - Epoch [129][1220/3757] lr: 1.922e-02, eta: 1 day, 9:40:11, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4086, top5_acc: 0.6531, loss_cls: 2.6487, loss: 2.6487, grad_norm: 3.8511 2020-07-27 09:29:07,814 - mmaction - INFO - Epoch [129][1240/3757] lr: 1.922e-02, eta: 1 day, 9:39:58, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4039, top5_acc: 0.6469, loss_cls: 2.6945, loss: 2.6945, grad_norm: 4.0648 2020-07-27 09:29:19,274 - mmaction - INFO - Epoch [129][1260/3757] lr: 1.922e-02, eta: 1 day, 9:39:45, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4016, top5_acc: 0.6422, loss_cls: 2.7158, loss: 2.7158, grad_norm: 4.0972 2020-07-27 09:29:30,764 - mmaction - INFO - Epoch [129][1280/3757] lr: 1.922e-02, eta: 1 day, 9:39:32, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3820, top5_acc: 0.6383, loss_cls: 2.8014, loss: 2.8014, grad_norm: 4.1498 2020-07-27 09:29:42,175 - mmaction - INFO - Epoch [129][1300/3757] lr: 1.922e-02, eta: 1 day, 9:39:19, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3727, top5_acc: 0.6094, loss_cls: 2.9014, loss: 2.9014, grad_norm: 4.2194 2020-07-27 09:29:53,527 - mmaction - INFO - Epoch [129][1320/3757] lr: 1.922e-02, eta: 1 day, 9:39:05, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3914, top5_acc: 0.6164, loss_cls: 2.8285, loss: 2.8285, grad_norm: 4.1227 2020-07-27 09:30:05,009 - mmaction - INFO - Epoch [129][1340/3757] lr: 1.922e-02, eta: 1 day, 9:38:52, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.3633, top5_acc: 0.6148, loss_cls: 2.8503, loss: 2.8503, grad_norm: 4.1673 2020-07-27 09:30:16,476 - mmaction - INFO - Epoch [129][1360/3757] lr: 1.922e-02, eta: 1 day, 9:38:39, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.3766, top5_acc: 0.6203, loss_cls: 2.8164, loss: 2.8164, grad_norm: 4.1119 2020-07-27 09:30:27,908 - mmaction - INFO - Epoch [129][1380/3757] lr: 1.922e-02, eta: 1 day, 9:38:26, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3836, top5_acc: 0.6383, loss_cls: 2.7756, loss: 2.7756, grad_norm: 4.1594 2020-07-27 09:30:39,358 - mmaction - INFO - Epoch [129][1400/3757] lr: 1.922e-02, eta: 1 day, 9:38:13, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4094, top5_acc: 0.6312, loss_cls: 2.7580, loss: 2.7580, grad_norm: 4.0827 2020-07-27 09:30:50,833 - mmaction - INFO - Epoch [129][1420/3757] lr: 1.922e-02, eta: 1 day, 9:38:00, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3852, top5_acc: 0.6227, loss_cls: 2.7980, loss: 2.7980, grad_norm: 4.1758 2020-07-27 09:31:02,219 - mmaction - INFO - Epoch [129][1440/3757] lr: 1.922e-02, eta: 1 day, 9:37:47, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3711, top5_acc: 0.6312, loss_cls: 2.7864, loss: 2.7864, grad_norm: 4.1234 2020-07-27 09:31:13,755 - mmaction - INFO - Epoch [129][1460/3757] lr: 1.922e-02, eta: 1 day, 9:37:34, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3555, top5_acc: 0.6141, loss_cls: 2.8914, loss: 2.8914, grad_norm: 4.0466 2020-07-27 09:31:25,178 - mmaction - INFO - Epoch [129][1480/3757] lr: 1.922e-02, eta: 1 day, 9:37:21, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3766, top5_acc: 0.6234, loss_cls: 2.8370, loss: 2.8370, grad_norm: 4.0035 2020-07-27 09:31:36,659 - mmaction - INFO - Epoch [129][1500/3757] lr: 1.922e-02, eta: 1 day, 9:37:08, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.3977, top5_acc: 0.6266, loss_cls: 2.8296, loss: 2.8296, grad_norm: 4.0149 2020-07-27 09:31:48,076 - mmaction - INFO - Epoch [129][1520/3757] lr: 1.922e-02, eta: 1 day, 9:36:55, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3937, top5_acc: 0.6477, loss_cls: 2.7181, loss: 2.7181, grad_norm: 3.9502 2020-07-27 09:31:59,593 - mmaction - INFO - Epoch [129][1540/3757] lr: 1.922e-02, eta: 1 day, 9:36:42, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.3961, top5_acc: 0.6227, loss_cls: 2.7394, loss: 2.7394, grad_norm: 3.9921 2020-07-27 09:32:11,039 - mmaction - INFO - Epoch [129][1560/3757] lr: 1.922e-02, eta: 1 day, 9:36:29, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3703, top5_acc: 0.6102, loss_cls: 2.8738, loss: 2.8738, grad_norm: 4.1744 2020-07-27 09:32:22,555 - mmaction - INFO - Epoch [129][1580/3757] lr: 1.922e-02, eta: 1 day, 9:36:16, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3344, top5_acc: 0.6109, loss_cls: 2.9129, loss: 2.9129, grad_norm: 4.2908 2020-07-27 09:32:34,252 - mmaction - INFO - Epoch [129][1600/3757] lr: 1.922e-02, eta: 1 day, 9:36:03, time: 0.584, data_time: 0.004, memory: 5232, top1_acc: 0.3711, top5_acc: 0.6258, loss_cls: 2.8607, loss: 2.8607, grad_norm: 4.1533 2020-07-27 09:32:45,855 - mmaction - INFO - Epoch [129][1620/3757] lr: 1.922e-02, eta: 1 day, 9:35:50, time: 0.581, data_time: 0.003, memory: 5232, top1_acc: 0.3617, top5_acc: 0.6102, loss_cls: 2.8504, loss: 2.8504, grad_norm: 4.0675 2020-07-27 09:32:57,338 - mmaction - INFO - Epoch [129][1640/3757] lr: 1.922e-02, eta: 1 day, 9:35:37, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3984, top5_acc: 0.6195, loss_cls: 2.8090, loss: 2.8090, grad_norm: 4.0511 2020-07-27 09:33:08,704 - mmaction - INFO - Epoch [129][1660/3757] lr: 1.922e-02, eta: 1 day, 9:35:24, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3773, top5_acc: 0.6188, loss_cls: 2.8440, loss: 2.8440, grad_norm: 4.1180 2020-07-27 09:33:20,222 - mmaction - INFO - Epoch [129][1680/3757] lr: 1.922e-02, eta: 1 day, 9:35:11, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3859, top5_acc: 0.6289, loss_cls: 2.8258, loss: 2.8258, grad_norm: 4.1070 2020-07-27 09:33:31,656 - mmaction - INFO - Epoch [129][1700/3757] lr: 1.922e-02, eta: 1 day, 9:34:58, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3812, top5_acc: 0.6320, loss_cls: 2.7917, loss: 2.7917, grad_norm: 4.0997 2020-07-27 09:33:43,100 - mmaction - INFO - Epoch [129][1720/3757] lr: 1.922e-02, eta: 1 day, 9:34:45, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3984, top5_acc: 0.6516, loss_cls: 2.7064, loss: 2.7064, grad_norm: 4.0409 2020-07-27 09:33:54,569 - mmaction - INFO - Epoch [129][1740/3757] lr: 1.922e-02, eta: 1 day, 9:34:32, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3750, top5_acc: 0.6000, loss_cls: 2.8709, loss: 2.8709, grad_norm: 4.1579 2020-07-27 09:34:05,993 - mmaction - INFO - Epoch [129][1760/3757] lr: 1.922e-02, eta: 1 day, 9:34:19, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3852, top5_acc: 0.6320, loss_cls: 2.7901, loss: 2.7901, grad_norm: 4.0129 2020-07-27 09:34:17,348 - mmaction - INFO - Epoch [129][1780/3757] lr: 1.922e-02, eta: 1 day, 9:34:05, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3719, top5_acc: 0.6156, loss_cls: 2.8319, loss: 2.8319, grad_norm: 4.1837 2020-07-27 09:34:28,682 - mmaction - INFO - Epoch [129][1800/3757] lr: 1.922e-02, eta: 1 day, 9:33:52, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3891, top5_acc: 0.6414, loss_cls: 2.8098, loss: 2.8098, grad_norm: 4.0987 2020-07-27 09:34:40,060 - mmaction - INFO - Epoch [129][1820/3757] lr: 1.922e-02, eta: 1 day, 9:33:39, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3953, top5_acc: 0.6148, loss_cls: 2.8310, loss: 2.8310, grad_norm: 4.0283 2020-07-27 09:34:51,571 - mmaction - INFO - Epoch [129][1840/3757] lr: 1.922e-02, eta: 1 day, 9:33:26, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.3648, top5_acc: 0.6148, loss_cls: 2.8532, loss: 2.8532, grad_norm: 4.1198 2020-07-27 09:35:03,086 - mmaction - INFO - Epoch [129][1860/3757] lr: 1.922e-02, eta: 1 day, 9:33:13, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3727, top5_acc: 0.6133, loss_cls: 2.8833, loss: 2.8833, grad_norm: 4.0608 2020-07-27 09:35:14,470 - mmaction - INFO - Epoch [129][1880/3757] lr: 1.922e-02, eta: 1 day, 9:33:00, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.3930, top5_acc: 0.6375, loss_cls: 2.7012, loss: 2.7012, grad_norm: 3.9394 2020-07-27 09:35:25,944 - mmaction - INFO - Epoch [129][1900/3757] lr: 1.922e-02, eta: 1 day, 9:32:47, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3609, top5_acc: 0.6008, loss_cls: 2.9715, loss: 2.9715, grad_norm: 4.1981 2020-07-27 09:35:37,427 - mmaction - INFO - Epoch [129][1920/3757] lr: 1.922e-02, eta: 1 day, 9:32:34, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3859, top5_acc: 0.6148, loss_cls: 2.8343, loss: 2.8343, grad_norm: 4.0523 2020-07-27 09:35:48,946 - mmaction - INFO - Epoch [129][1940/3757] lr: 1.922e-02, eta: 1 day, 9:32:21, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3844, top5_acc: 0.6305, loss_cls: 2.7981, loss: 2.7981, grad_norm: 3.9937 2020-07-27 09:36:00,363 - mmaction - INFO - Epoch [129][1960/3757] lr: 1.922e-02, eta: 1 day, 9:32:08, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3570, top5_acc: 0.6258, loss_cls: 2.8582, loss: 2.8582, grad_norm: 4.1771 2020-07-27 09:36:11,799 - mmaction - INFO - Epoch [129][1980/3757] lr: 1.922e-02, eta: 1 day, 9:31:55, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3688, top5_acc: 0.6391, loss_cls: 2.7404, loss: 2.7404, grad_norm: 4.1390 2020-07-27 09:36:23,347 - mmaction - INFO - Epoch [129][2000/3757] lr: 1.922e-02, eta: 1 day, 9:31:42, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3805, top5_acc: 0.6273, loss_cls: 2.8257, loss: 2.8257, grad_norm: 4.0962 2020-07-27 09:36:34,817 - mmaction - INFO - Epoch [129][2020/3757] lr: 1.922e-02, eta: 1 day, 9:31:29, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3828, top5_acc: 0.6336, loss_cls: 2.8237, loss: 2.8237, grad_norm: 4.1872 2020-07-27 09:36:46,279 - mmaction - INFO - Epoch [129][2040/3757] lr: 1.922e-02, eta: 1 day, 9:31:16, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.4039, top5_acc: 0.6562, loss_cls: 2.7057, loss: 2.7057, grad_norm: 4.1094 2020-07-27 09:36:57,751 - mmaction - INFO - Epoch [129][2060/3757] lr: 1.922e-02, eta: 1 day, 9:31:03, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3641, top5_acc: 0.6289, loss_cls: 2.8479, loss: 2.8479, grad_norm: 4.1737 2020-07-27 09:37:09,213 - mmaction - INFO - Epoch [129][2080/3757] lr: 1.922e-02, eta: 1 day, 9:30:50, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3820, top5_acc: 0.6258, loss_cls: 2.8301, loss: 2.8301, grad_norm: 4.1553 2020-07-27 09:37:20,647 - mmaction - INFO - Epoch [129][2100/3757] lr: 1.922e-02, eta: 1 day, 9:30:37, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3875, top5_acc: 0.6289, loss_cls: 2.8034, loss: 2.8034, grad_norm: 4.1172 2020-07-27 09:37:32,203 - mmaction - INFO - Epoch [129][2120/3757] lr: 1.922e-02, eta: 1 day, 9:30:24, time: 0.577, data_time: 0.002, memory: 5232, top1_acc: 0.3812, top5_acc: 0.6180, loss_cls: 2.8712, loss: 2.8712, grad_norm: 4.1125 2020-07-27 09:37:43,485 - mmaction - INFO - Epoch [129][2140/3757] lr: 1.922e-02, eta: 1 day, 9:30:10, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3859, top5_acc: 0.6281, loss_cls: 2.8187, loss: 2.8187, grad_norm: 4.0853 2020-07-27 09:37:55,019 - mmaction - INFO - Epoch [129][2160/3757] lr: 1.922e-02, eta: 1 day, 9:29:57, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3711, top5_acc: 0.6211, loss_cls: 2.8709, loss: 2.8709, grad_norm: 4.1037 2020-07-27 09:38:06,447 - mmaction - INFO - Epoch [129][2180/3757] lr: 1.922e-02, eta: 1 day, 9:29:44, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3961, top5_acc: 0.6266, loss_cls: 2.7790, loss: 2.7790, grad_norm: 3.9031 2020-07-27 09:38:17,913 - mmaction - INFO - Epoch [129][2200/3757] lr: 1.922e-02, eta: 1 day, 9:29:31, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3758, top5_acc: 0.6359, loss_cls: 2.8373, loss: 2.8373, grad_norm: 4.0114 2020-07-27 09:38:29,353 - mmaction - INFO - Epoch [129][2220/3757] lr: 1.922e-02, eta: 1 day, 9:29:18, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3781, top5_acc: 0.6242, loss_cls: 2.8276, loss: 2.8276, grad_norm: 3.9618 2020-07-27 09:38:40,801 - mmaction - INFO - Epoch [129][2240/3757] lr: 1.922e-02, eta: 1 day, 9:29:05, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.3594, top5_acc: 0.5984, loss_cls: 2.9525, loss: 2.9525, grad_norm: 4.0737 2020-07-27 09:38:52,325 - mmaction - INFO - Epoch [129][2260/3757] lr: 1.922e-02, eta: 1 day, 9:28:52, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3703, top5_acc: 0.6227, loss_cls: 2.8901, loss: 2.8901, grad_norm: 4.0579 2020-07-27 09:39:03,845 - mmaction - INFO - Epoch [129][2280/3757] lr: 1.922e-02, eta: 1 day, 9:28:39, time: 0.575, data_time: 0.002, memory: 5232, top1_acc: 0.3641, top5_acc: 0.6219, loss_cls: 2.8582, loss: 2.8582, grad_norm: 4.0930 2020-07-27 09:39:15,345 - mmaction - INFO - Epoch [129][2300/3757] lr: 1.922e-02, eta: 1 day, 9:28:26, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3820, top5_acc: 0.6383, loss_cls: 2.8113, loss: 2.8113, grad_norm: 4.1059 2020-07-27 09:39:26,750 - mmaction - INFO - Epoch [129][2320/3757] lr: 1.922e-02, eta: 1 day, 9:28:13, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3711, top5_acc: 0.6383, loss_cls: 2.8599, loss: 2.8599, grad_norm: 4.0932 2020-07-27 09:39:38,192 - mmaction - INFO - Epoch [129][2340/3757] lr: 1.922e-02, eta: 1 day, 9:28:00, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3617, top5_acc: 0.6250, loss_cls: 2.8419, loss: 2.8419, grad_norm: 4.1138 2020-07-27 09:39:49,638 - mmaction - INFO - Epoch [129][2360/3757] lr: 1.922e-02, eta: 1 day, 9:27:47, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4188, top5_acc: 0.6492, loss_cls: 2.6764, loss: 2.6764, grad_norm: 3.9317 2020-07-27 09:40:01,062 - mmaction - INFO - Epoch [129][2380/3757] lr: 1.922e-02, eta: 1 day, 9:27:34, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3992, top5_acc: 0.6500, loss_cls: 2.7563, loss: 2.7563, grad_norm: 4.0078 2020-07-27 09:40:12,478 - mmaction - INFO - Epoch [129][2400/3757] lr: 1.922e-02, eta: 1 day, 9:27:21, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3797, top5_acc: 0.6227, loss_cls: 2.7840, loss: 2.7840, grad_norm: 4.0590 2020-07-27 09:40:23,978 - mmaction - INFO - Epoch [129][2420/3757] lr: 1.922e-02, eta: 1 day, 9:27:08, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3828, top5_acc: 0.6359, loss_cls: 2.7633, loss: 2.7633, grad_norm: 4.1548 2020-07-27 09:40:35,459 - mmaction - INFO - Epoch [129][2440/3757] lr: 1.922e-02, eta: 1 day, 9:26:55, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4062, top5_acc: 0.6508, loss_cls: 2.7016, loss: 2.7016, grad_norm: 3.9996 2020-07-27 09:40:47,188 - mmaction - INFO - Epoch [129][2460/3757] lr: 1.922e-02, eta: 1 day, 9:26:42, time: 0.586, data_time: 0.023, memory: 5232, top1_acc: 0.3797, top5_acc: 0.6336, loss_cls: 2.8145, loss: 2.8145, grad_norm: 4.2350 2020-07-27 09:40:59,759 - mmaction - INFO - Epoch [129][2480/3757] lr: 1.922e-02, eta: 1 day, 9:26:29, time: 0.628, data_time: 0.003, memory: 5232, top1_acc: 0.3828, top5_acc: 0.6336, loss_cls: 2.7614, loss: 2.7614, grad_norm: 4.0941 2020-07-27 09:41:13,770 - mmaction - INFO - Epoch [129][2500/3757] lr: 1.922e-02, eta: 1 day, 9:26:18, time: 0.701, data_time: 0.004, memory: 5232, top1_acc: 0.3711, top5_acc: 0.6086, loss_cls: 2.8511, loss: 2.8511, grad_norm: 4.2297 2020-07-27 09:41:26,341 - mmaction - INFO - Epoch [129][2520/3757] lr: 1.922e-02, eta: 1 day, 9:26:05, time: 0.628, data_time: 0.002, memory: 5232, top1_acc: 0.3711, top5_acc: 0.6242, loss_cls: 2.8226, loss: 2.8226, grad_norm: 3.9883 2020-07-27 09:41:38,903 - mmaction - INFO - Epoch [129][2540/3757] lr: 1.922e-02, eta: 1 day, 9:25:53, time: 0.628, data_time: 0.001, memory: 5232, top1_acc: 0.3820, top5_acc: 0.6453, loss_cls: 2.7260, loss: 2.7260, grad_norm: 3.9763 2020-07-27 09:41:50,269 - mmaction - INFO - Epoch [129][2560/3757] lr: 1.922e-02, eta: 1 day, 9:25:40, time: 0.568, data_time: 0.001, memory: 5232, top1_acc: 0.3695, top5_acc: 0.6086, loss_cls: 2.9073, loss: 2.9073, grad_norm: 4.2294 2020-07-27 09:42:01,722 - mmaction - INFO - Epoch [129][2580/3757] lr: 1.922e-02, eta: 1 day, 9:25:27, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3656, top5_acc: 0.6102, loss_cls: 2.8929, loss: 2.8929, grad_norm: 4.1040 2020-07-27 09:42:13,173 - mmaction - INFO - Epoch [129][2600/3757] lr: 1.922e-02, eta: 1 day, 9:25:14, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3609, top5_acc: 0.5875, loss_cls: 3.0034, loss: 3.0034, grad_norm: 4.0239 2020-07-27 09:42:24,595 - mmaction - INFO - Epoch [129][2620/3757] lr: 1.922e-02, eta: 1 day, 9:25:01, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3648, top5_acc: 0.6328, loss_cls: 2.8577, loss: 2.8577, grad_norm: 4.1330 2020-07-27 09:42:35,935 - mmaction - INFO - Epoch [129][2640/3757] lr: 1.922e-02, eta: 1 day, 9:24:48, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3727, top5_acc: 0.5969, loss_cls: 2.9325, loss: 2.9325, grad_norm: 4.1323 2020-07-27 09:42:47,463 - mmaction - INFO - Epoch [129][2660/3757] lr: 1.922e-02, eta: 1 day, 9:24:35, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3844, top5_acc: 0.6250, loss_cls: 2.8396, loss: 2.8396, grad_norm: 3.9872 2020-07-27 09:42:58,889 - mmaction - INFO - Epoch [129][2680/3757] lr: 1.922e-02, eta: 1 day, 9:24:22, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3937, top5_acc: 0.6312, loss_cls: 2.7884, loss: 2.7884, grad_norm: 3.9204 2020-07-27 09:43:10,378 - mmaction - INFO - Epoch [129][2700/3757] lr: 1.922e-02, eta: 1 day, 9:24:09, time: 0.575, data_time: 0.001, memory: 5232, top1_acc: 0.3977, top5_acc: 0.6469, loss_cls: 2.7368, loss: 2.7368, grad_norm: 3.9765 2020-07-27 09:43:21,899 - mmaction - INFO - Epoch [129][2720/3757] lr: 1.922e-02, eta: 1 day, 9:23:55, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3695, top5_acc: 0.6281, loss_cls: 2.8169, loss: 2.8169, grad_norm: 4.1374 2020-07-27 09:43:33,325 - mmaction - INFO - Epoch [129][2740/3757] lr: 1.922e-02, eta: 1 day, 9:23:42, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3852, top5_acc: 0.6242, loss_cls: 2.7864, loss: 2.7864, grad_norm: 3.9590 2020-07-27 09:43:44,826 - mmaction - INFO - Epoch [129][2760/3757] lr: 1.922e-02, eta: 1 day, 9:23:29, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.3836, top5_acc: 0.6344, loss_cls: 2.7944, loss: 2.7944, grad_norm: 3.9731 2020-07-27 09:43:56,255 - mmaction - INFO - Epoch [129][2780/3757] lr: 1.922e-02, eta: 1 day, 9:23:16, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3547, top5_acc: 0.6258, loss_cls: 2.8264, loss: 2.8264, grad_norm: 4.0640 2020-07-27 09:44:07,809 - mmaction - INFO - Epoch [129][2800/3757] lr: 1.922e-02, eta: 1 day, 9:23:03, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3805, top5_acc: 0.6219, loss_cls: 2.8503, loss: 2.8503, grad_norm: 4.0006 2020-07-27 09:44:19,217 - mmaction - INFO - Epoch [129][2820/3757] lr: 1.922e-02, eta: 1 day, 9:22:50, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.3734, top5_acc: 0.6211, loss_cls: 2.8945, loss: 2.8945, grad_norm: 4.0372 2020-07-27 09:44:30,662 - mmaction - INFO - Epoch [129][2840/3757] lr: 1.922e-02, eta: 1 day, 9:22:37, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3773, top5_acc: 0.6141, loss_cls: 2.8989, loss: 2.8989, grad_norm: 4.1273 2020-07-27 09:44:42,160 - mmaction - INFO - Epoch [129][2860/3757] lr: 1.922e-02, eta: 1 day, 9:22:24, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3937, top5_acc: 0.6398, loss_cls: 2.7827, loss: 2.7827, grad_norm: 4.0484 2020-07-27 09:44:53,719 - mmaction - INFO - Epoch [129][2880/3757] lr: 1.922e-02, eta: 1 day, 9:22:11, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3680, top5_acc: 0.6039, loss_cls: 2.8723, loss: 2.8723, grad_norm: 4.0853 2020-07-27 09:45:05,064 - mmaction - INFO - Epoch [129][2900/3757] lr: 1.922e-02, eta: 1 day, 9:21:58, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3820, top5_acc: 0.6273, loss_cls: 2.8335, loss: 2.8335, grad_norm: 4.1698 2020-07-27 09:45:16,481 - mmaction - INFO - Epoch [129][2920/3757] lr: 1.922e-02, eta: 1 day, 9:21:45, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3648, top5_acc: 0.6078, loss_cls: 2.8766, loss: 2.8766, grad_norm: 4.0892 2020-07-27 09:45:27,971 - mmaction - INFO - Epoch [129][2940/3757] lr: 1.922e-02, eta: 1 day, 9:21:32, time: 0.575, data_time: 0.012, memory: 5232, top1_acc: 0.3875, top5_acc: 0.6273, loss_cls: 2.7973, loss: 2.7973, grad_norm: 4.1168 2020-07-27 09:45:39,411 - mmaction - INFO - Epoch [129][2960/3757] lr: 1.922e-02, eta: 1 day, 9:21:19, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3961, top5_acc: 0.6172, loss_cls: 2.8094, loss: 2.8094, grad_norm: 4.0006 2020-07-27 09:45:50,848 - mmaction - INFO - Epoch [129][2980/3757] lr: 1.922e-02, eta: 1 day, 9:21:06, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3891, top5_acc: 0.6320, loss_cls: 2.7922, loss: 2.7922, grad_norm: 3.9955 2020-07-27 09:46:02,378 - mmaction - INFO - Epoch [129][3000/3757] lr: 1.922e-02, eta: 1 day, 9:20:53, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3953, top5_acc: 0.6438, loss_cls: 2.7450, loss: 2.7450, grad_norm: 3.9664 2020-07-27 09:46:13,781 - mmaction - INFO - Epoch [129][3020/3757] lr: 1.922e-02, eta: 1 day, 9:20:40, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3844, top5_acc: 0.6328, loss_cls: 2.8274, loss: 2.8274, grad_norm: 3.9120 2020-07-27 09:46:25,273 - mmaction - INFO - Epoch [129][3040/3757] lr: 1.922e-02, eta: 1 day, 9:20:27, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3836, top5_acc: 0.6344, loss_cls: 2.7474, loss: 2.7474, grad_norm: 4.0055 2020-07-27 09:46:36,681 - mmaction - INFO - Epoch [129][3060/3757] lr: 1.922e-02, eta: 1 day, 9:20:14, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3695, top5_acc: 0.6133, loss_cls: 2.8660, loss: 2.8660, grad_norm: 4.2567 2020-07-27 09:46:48,175 - mmaction - INFO - Epoch [129][3080/3757] lr: 1.922e-02, eta: 1 day, 9:20:01, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3688, top5_acc: 0.5984, loss_cls: 2.9310, loss: 2.9310, grad_norm: 4.2120 2020-07-27 09:46:59,642 - mmaction - INFO - Epoch [129][3100/3757] lr: 1.922e-02, eta: 1 day, 9:19:48, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3680, top5_acc: 0.6164, loss_cls: 2.8456, loss: 2.8456, grad_norm: 4.1201 2020-07-27 09:47:11,075 - mmaction - INFO - Epoch [129][3120/3757] lr: 1.922e-02, eta: 1 day, 9:19:35, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3883, top5_acc: 0.6227, loss_cls: 2.8256, loss: 2.8256, grad_norm: 4.0342 2020-07-27 09:47:22,447 - mmaction - INFO - Epoch [129][3140/3757] lr: 1.922e-02, eta: 1 day, 9:19:22, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3688, top5_acc: 0.6234, loss_cls: 2.8601, loss: 2.8601, grad_norm: 4.1704 2020-07-27 09:47:33,867 - mmaction - INFO - Epoch [129][3160/3757] lr: 1.922e-02, eta: 1 day, 9:19:09, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3828, top5_acc: 0.6258, loss_cls: 2.7955, loss: 2.7955, grad_norm: 4.0576 2020-07-27 09:47:45,275 - mmaction - INFO - Epoch [129][3180/3757] lr: 1.922e-02, eta: 1 day, 9:18:55, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.5891, loss_cls: 2.9800, loss: 2.9800, grad_norm: 4.2186 2020-07-27 09:47:56,738 - mmaction - INFO - Epoch [129][3200/3757] lr: 1.922e-02, eta: 1 day, 9:18:42, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3586, top5_acc: 0.6195, loss_cls: 2.8904, loss: 2.8904, grad_norm: 4.1089 2020-07-27 09:48:08,093 - mmaction - INFO - Epoch [129][3220/3757] lr: 1.922e-02, eta: 1 day, 9:18:29, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3672, top5_acc: 0.6164, loss_cls: 2.9320, loss: 2.9320, grad_norm: 4.1477 2020-07-27 09:48:19,537 - mmaction - INFO - Epoch [129][3240/3757] lr: 1.922e-02, eta: 1 day, 9:18:16, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3750, top5_acc: 0.6125, loss_cls: 2.8808, loss: 2.8808, grad_norm: 4.0861 2020-07-27 09:48:30,931 - mmaction - INFO - Epoch [129][3260/3757] lr: 1.922e-02, eta: 1 day, 9:18:03, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3844, top5_acc: 0.6367, loss_cls: 2.8755, loss: 2.8755, grad_norm: 4.1270 2020-07-27 09:48:42,290 - mmaction - INFO - Epoch [129][3280/3757] lr: 1.922e-02, eta: 1 day, 9:17:50, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3820, top5_acc: 0.6242, loss_cls: 2.9061, loss: 2.9061, grad_norm: 4.0576 2020-07-27 09:48:53,649 - mmaction - INFO - Epoch [129][3300/3757] lr: 1.922e-02, eta: 1 day, 9:17:37, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3734, top5_acc: 0.6172, loss_cls: 2.8367, loss: 2.8367, grad_norm: 3.9749 2020-07-27 09:49:05,158 - mmaction - INFO - Epoch [129][3320/3757] lr: 1.922e-02, eta: 1 day, 9:17:24, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3766, top5_acc: 0.6125, loss_cls: 2.8462, loss: 2.8462, grad_norm: 4.0797 2020-07-27 09:49:16,600 - mmaction - INFO - Epoch [129][3340/3757] lr: 1.922e-02, eta: 1 day, 9:17:11, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3594, top5_acc: 0.5961, loss_cls: 2.9324, loss: 2.9324, grad_norm: 4.1438 2020-07-27 09:49:28,056 - mmaction - INFO - Epoch [129][3360/3757] lr: 1.922e-02, eta: 1 day, 9:16:58, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.3820, top5_acc: 0.6195, loss_cls: 2.8831, loss: 2.8831, grad_norm: 3.9835 2020-07-27 09:49:39,471 - mmaction - INFO - Epoch [129][3380/3757] lr: 1.922e-02, eta: 1 day, 9:16:45, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3680, top5_acc: 0.6055, loss_cls: 2.8869, loss: 2.8869, grad_norm: 4.1767 2020-07-27 09:49:50,951 - mmaction - INFO - Epoch [129][3400/3757] lr: 1.922e-02, eta: 1 day, 9:16:32, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3977, top5_acc: 0.6391, loss_cls: 2.7568, loss: 2.7568, grad_norm: 3.9688 2020-07-27 09:50:02,485 - mmaction - INFO - Epoch [129][3420/3757] lr: 1.922e-02, eta: 1 day, 9:16:19, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3891, top5_acc: 0.6297, loss_cls: 2.7918, loss: 2.7918, grad_norm: 4.0388 2020-07-27 09:50:13,844 - mmaction - INFO - Epoch [129][3440/3757] lr: 1.922e-02, eta: 1 day, 9:16:06, time: 0.568, data_time: 0.001, memory: 5232, top1_acc: 0.3805, top5_acc: 0.6141, loss_cls: 2.8587, loss: 2.8587, grad_norm: 4.1307 2020-07-27 09:50:25,339 - mmaction - INFO - Epoch [129][3460/3757] lr: 1.922e-02, eta: 1 day, 9:15:53, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3688, top5_acc: 0.6242, loss_cls: 2.8847, loss: 2.8847, grad_norm: 4.1559 2020-07-27 09:50:36,768 - mmaction - INFO - Epoch [129][3480/3757] lr: 1.922e-02, eta: 1 day, 9:15:40, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3969, top5_acc: 0.6508, loss_cls: 2.7155, loss: 2.7155, grad_norm: 4.0250 2020-07-27 09:50:48,286 - mmaction - INFO - Epoch [129][3500/3757] lr: 1.922e-02, eta: 1 day, 9:15:27, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4133, top5_acc: 0.6289, loss_cls: 2.7580, loss: 2.7580, grad_norm: 4.1444 2020-07-27 09:51:00,158 - mmaction - INFO - Epoch [129][3520/3757] lr: 1.922e-02, eta: 1 day, 9:15:14, time: 0.594, data_time: 0.026, memory: 5232, top1_acc: 0.3883, top5_acc: 0.6492, loss_cls: 2.7885, loss: 2.7885, grad_norm: 4.0812 2020-07-27 09:51:11,961 - mmaction - INFO - Epoch [129][3540/3757] lr: 1.922e-02, eta: 1 day, 9:15:01, time: 0.590, data_time: 0.016, memory: 5232, top1_acc: 0.3937, top5_acc: 0.6305, loss_cls: 2.7835, loss: 2.7835, grad_norm: 4.0777 2020-07-27 09:51:23,724 - mmaction - INFO - Epoch [129][3560/3757] lr: 1.922e-02, eta: 1 day, 9:14:48, time: 0.589, data_time: 0.025, memory: 5232, top1_acc: 0.3883, top5_acc: 0.6305, loss_cls: 2.7562, loss: 2.7562, grad_norm: 4.0799 2020-07-27 09:51:35,466 - mmaction - INFO - Epoch [129][3580/3757] lr: 1.922e-02, eta: 1 day, 9:14:35, time: 0.587, data_time: 0.015, memory: 5232, top1_acc: 0.3656, top5_acc: 0.6094, loss_cls: 2.9442, loss: 2.9442, grad_norm: 4.1034 2020-07-27 09:51:47,278 - mmaction - INFO - Epoch [129][3600/3757] lr: 1.922e-02, eta: 1 day, 9:14:22, time: 0.591, data_time: 0.024, memory: 5232, top1_acc: 0.3688, top5_acc: 0.6195, loss_cls: 2.8253, loss: 2.8253, grad_norm: 4.0658 2020-07-27 09:51:59,042 - mmaction - INFO - Epoch [129][3620/3757] lr: 1.922e-02, eta: 1 day, 9:14:10, time: 0.587, data_time: 0.018, memory: 5232, top1_acc: 0.3672, top5_acc: 0.6172, loss_cls: 2.8274, loss: 2.8274, grad_norm: 4.0609 2020-07-27 09:52:10,793 - mmaction - INFO - Epoch [129][3640/3757] lr: 1.922e-02, eta: 1 day, 9:13:57, time: 0.588, data_time: 0.025, memory: 5232, top1_acc: 0.3750, top5_acc: 0.6117, loss_cls: 2.8732, loss: 2.8732, grad_norm: 4.1425 2020-07-27 09:52:22,325 - mmaction - INFO - Epoch [129][3660/3757] lr: 1.922e-02, eta: 1 day, 9:13:44, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3750, top5_acc: 0.6227, loss_cls: 2.8229, loss: 2.8229, grad_norm: 4.0638 2020-07-27 09:52:33,716 - mmaction - INFO - Epoch [129][3680/3757] lr: 1.922e-02, eta: 1 day, 9:13:31, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3703, top5_acc: 0.6211, loss_cls: 2.8604, loss: 2.8604, grad_norm: 4.1027 2020-07-27 09:52:45,127 - mmaction - INFO - Epoch [129][3700/3757] lr: 1.922e-02, eta: 1 day, 9:13:18, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3672, top5_acc: 0.6117, loss_cls: 2.9184, loss: 2.9184, grad_norm: 4.1376 2020-07-27 09:52:56,531 - mmaction - INFO - Epoch [129][3720/3757] lr: 1.922e-02, eta: 1 day, 9:13:04, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3883, top5_acc: 0.6109, loss_cls: 2.8303, loss: 2.8303, grad_norm: 4.0025 2020-07-27 09:53:07,899 - mmaction - INFO - Epoch [129][3740/3757] lr: 1.922e-02, eta: 1 day, 9:12:51, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3469, top5_acc: 0.6086, loss_cls: 2.9046, loss: 2.9046, grad_norm: 4.2845 2020-07-27 09:56:39,391 - mmaction - INFO - Epoch [130][20/3757] lr: 1.853e-02, eta: 1 day, 9:13:59, time: 9.509, data_time: 8.820, memory: 5232, top1_acc: 0.3734, top5_acc: 0.6281, loss_cls: 2.7935, loss: 2.7935, grad_norm: 4.1328 2020-07-27 09:56:50,599 - mmaction - INFO - Epoch [130][40/3757] lr: 1.853e-02, eta: 1 day, 9:13:46, time: 0.561, data_time: 0.001, memory: 5232, top1_acc: 0.3867, top5_acc: 0.6406, loss_cls: 2.7887, loss: 2.7887, grad_norm: 4.1380 2020-07-27 09:57:01,884 - mmaction - INFO - Epoch [130][60/3757] lr: 1.853e-02, eta: 1 day, 9:13:33, time: 0.564, data_time: 0.002, memory: 5232, top1_acc: 0.3797, top5_acc: 0.6289, loss_cls: 2.7747, loss: 2.7747, grad_norm: 4.1019 2020-07-27 09:57:13,216 - mmaction - INFO - Epoch [130][80/3757] lr: 1.853e-02, eta: 1 day, 9:13:20, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3883, top5_acc: 0.6078, loss_cls: 2.8477, loss: 2.8477, grad_norm: 4.0121 2020-07-27 09:57:24,495 - mmaction - INFO - Epoch [130][100/3757] lr: 1.853e-02, eta: 1 day, 9:13:06, time: 0.564, data_time: 0.002, memory: 5232, top1_acc: 0.3688, top5_acc: 0.6070, loss_cls: 2.8865, loss: 2.8865, grad_norm: 4.1295 2020-07-27 09:57:35,981 - mmaction - INFO - Epoch [130][120/3757] lr: 1.853e-02, eta: 1 day, 9:12:53, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3937, top5_acc: 0.6258, loss_cls: 2.7559, loss: 2.7559, grad_norm: 3.9515 2020-07-27 09:57:47,435 - mmaction - INFO - Epoch [130][140/3757] lr: 1.853e-02, eta: 1 day, 9:12:40, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3711, top5_acc: 0.6227, loss_cls: 2.8252, loss: 2.8252, grad_norm: 4.1035 2020-07-27 09:57:58,833 - mmaction - INFO - Epoch [130][160/3757] lr: 1.853e-02, eta: 1 day, 9:12:27, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3820, top5_acc: 0.6297, loss_cls: 2.7873, loss: 2.7873, grad_norm: 4.0335 2020-07-27 09:58:10,300 - mmaction - INFO - Epoch [130][180/3757] lr: 1.853e-02, eta: 1 day, 9:12:14, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3867, top5_acc: 0.6320, loss_cls: 2.8013, loss: 2.8013, grad_norm: 4.2415 2020-07-27 09:58:21,579 - mmaction - INFO - Epoch [130][200/3757] lr: 1.853e-02, eta: 1 day, 9:12:01, time: 0.565, data_time: 0.004, memory: 5232, top1_acc: 0.3836, top5_acc: 0.6195, loss_cls: 2.8201, loss: 2.8201, grad_norm: 4.1403 2020-07-27 09:58:32,994 - mmaction - INFO - Epoch [130][220/3757] lr: 1.853e-02, eta: 1 day, 9:11:48, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3984, top5_acc: 0.6242, loss_cls: 2.7836, loss: 2.7836, grad_norm: 4.0460 2020-07-27 09:58:44,354 - mmaction - INFO - Epoch [130][240/3757] lr: 1.853e-02, eta: 1 day, 9:11:35, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3695, top5_acc: 0.6281, loss_cls: 2.7951, loss: 2.7951, grad_norm: 4.0797 2020-07-27 09:58:55,644 - mmaction - INFO - Epoch [130][260/3757] lr: 1.853e-02, eta: 1 day, 9:11:22, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3867, top5_acc: 0.6367, loss_cls: 2.7931, loss: 2.7931, grad_norm: 4.0808 2020-07-27 09:59:06,911 - mmaction - INFO - Epoch [130][280/3757] lr: 1.853e-02, eta: 1 day, 9:11:09, time: 0.563, data_time: 0.004, memory: 5232, top1_acc: 0.3852, top5_acc: 0.6141, loss_cls: 2.8511, loss: 2.8511, grad_norm: 4.1639 2020-07-27 09:59:18,286 - mmaction - INFO - Epoch [130][300/3757] lr: 1.853e-02, eta: 1 day, 9:10:55, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.3852, top5_acc: 0.6352, loss_cls: 2.7538, loss: 2.7538, grad_norm: 4.1597 2020-07-27 09:59:29,659 - mmaction - INFO - Epoch [130][320/3757] lr: 1.853e-02, eta: 1 day, 9:10:42, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3688, top5_acc: 0.6109, loss_cls: 2.9010, loss: 2.9010, grad_norm: 4.1954 2020-07-27 09:59:41,134 - mmaction - INFO - Epoch [130][340/3757] lr: 1.853e-02, eta: 1 day, 9:10:29, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3680, top5_acc: 0.6289, loss_cls: 2.8416, loss: 2.8416, grad_norm: 4.1375 2020-07-27 09:59:52,617 - mmaction - INFO - Epoch [130][360/3757] lr: 1.853e-02, eta: 1 day, 9:10:16, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3758, top5_acc: 0.6320, loss_cls: 2.7903, loss: 2.7903, grad_norm: 4.0099 2020-07-27 10:00:10,727 - mmaction - INFO - Epoch [130][380/3757] lr: 1.853e-02, eta: 1 day, 9:10:07, time: 0.903, data_time: 0.004, memory: 5232, top1_acc: 0.3766, top5_acc: 0.6203, loss_cls: 2.8533, loss: 2.8533, grad_norm: 4.1294 2020-07-27 10:00:22,124 - mmaction - INFO - Epoch [130][400/3757] lr: 1.853e-02, eta: 1 day, 9:09:54, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3781, top5_acc: 0.6211, loss_cls: 2.8427, loss: 2.8427, grad_norm: 4.0863 2020-07-27 10:00:33,700 - mmaction - INFO - Epoch [130][420/3757] lr: 1.853e-02, eta: 1 day, 9:09:41, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3688, top5_acc: 0.6227, loss_cls: 2.8155, loss: 2.8155, grad_norm: 4.0600 2020-07-27 10:00:45,102 - mmaction - INFO - Epoch [130][440/3757] lr: 1.853e-02, eta: 1 day, 9:09:28, time: 0.572, data_time: 0.005, memory: 5232, top1_acc: 0.3891, top5_acc: 0.6258, loss_cls: 2.7692, loss: 2.7692, grad_norm: 3.9843 2020-07-27 10:00:56,630 - mmaction - INFO - Epoch [130][460/3757] lr: 1.853e-02, eta: 1 day, 9:09:15, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3492, top5_acc: 0.6062, loss_cls: 2.8727, loss: 2.8727, grad_norm: 4.0397 2020-07-27 10:01:08,042 - mmaction - INFO - Epoch [130][480/3757] lr: 1.853e-02, eta: 1 day, 9:09:02, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.3688, top5_acc: 0.6102, loss_cls: 2.8756, loss: 2.8756, grad_norm: 4.1426 2020-07-27 10:01:19,380 - mmaction - INFO - Epoch [130][500/3757] lr: 1.853e-02, eta: 1 day, 9:08:49, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3828, top5_acc: 0.6156, loss_cls: 2.8121, loss: 2.8121, grad_norm: 4.1470 2020-07-27 10:01:30,728 - mmaction - INFO - Epoch [130][520/3757] lr: 1.853e-02, eta: 1 day, 9:08:35, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3711, top5_acc: 0.6156, loss_cls: 2.8403, loss: 2.8403, grad_norm: 4.1440 2020-07-27 10:01:42,121 - mmaction - INFO - Epoch [130][540/3757] lr: 1.853e-02, eta: 1 day, 9:08:22, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3898, top5_acc: 0.6469, loss_cls: 2.7470, loss: 2.7470, grad_norm: 4.1712 2020-07-27 10:01:53,535 - mmaction - INFO - Epoch [130][560/3757] lr: 1.853e-02, eta: 1 day, 9:08:09, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3648, top5_acc: 0.6305, loss_cls: 2.8365, loss: 2.8365, grad_norm: 4.1389 2020-07-27 10:02:05,009 - mmaction - INFO - Epoch [130][580/3757] lr: 1.853e-02, eta: 1 day, 9:07:56, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3609, top5_acc: 0.5984, loss_cls: 2.9362, loss: 2.9362, grad_norm: 4.1449 2020-07-27 10:02:16,384 - mmaction - INFO - Epoch [130][600/3757] lr: 1.853e-02, eta: 1 day, 9:07:43, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.3602, top5_acc: 0.6078, loss_cls: 2.8821, loss: 2.8821, grad_norm: 4.1395 2020-07-27 10:02:27,725 - mmaction - INFO - Epoch [130][620/3757] lr: 1.853e-02, eta: 1 day, 9:07:30, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3773, top5_acc: 0.6203, loss_cls: 2.8202, loss: 2.8202, grad_norm: 4.1345 2020-07-27 10:02:39,091 - mmaction - INFO - Epoch [130][640/3757] lr: 1.853e-02, eta: 1 day, 9:07:17, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3789, top5_acc: 0.6242, loss_cls: 2.7923, loss: 2.7923, grad_norm: 4.1034 2020-07-27 10:02:50,552 - mmaction - INFO - Epoch [130][660/3757] lr: 1.853e-02, eta: 1 day, 9:07:04, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3883, top5_acc: 0.6266, loss_cls: 2.8058, loss: 2.8058, grad_norm: 4.0772 2020-07-27 10:03:01,984 - mmaction - INFO - Epoch [130][680/3757] lr: 1.853e-02, eta: 1 day, 9:06:51, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.3828, top5_acc: 0.6164, loss_cls: 2.7961, loss: 2.7961, grad_norm: 4.0882 2020-07-27 10:03:13,350 - mmaction - INFO - Epoch [130][700/3757] lr: 1.853e-02, eta: 1 day, 9:06:38, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3875, top5_acc: 0.6320, loss_cls: 2.8130, loss: 2.8130, grad_norm: 4.1426 2020-07-27 10:03:24,813 - mmaction - INFO - Epoch [130][720/3757] lr: 1.853e-02, eta: 1 day, 9:06:25, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3977, top5_acc: 0.6594, loss_cls: 2.7172, loss: 2.7172, grad_norm: 4.1562 2020-07-27 10:03:36,249 - mmaction - INFO - Epoch [130][740/3757] lr: 1.853e-02, eta: 1 day, 9:06:12, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.4039, top5_acc: 0.6516, loss_cls: 2.7005, loss: 2.7005, grad_norm: 3.9718 2020-07-27 10:03:47,683 - mmaction - INFO - Epoch [130][760/3757] lr: 1.853e-02, eta: 1 day, 9:05:59, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3930, top5_acc: 0.6477, loss_cls: 2.7623, loss: 2.7623, grad_norm: 4.1001 2020-07-27 10:03:59,015 - mmaction - INFO - Epoch [130][780/3757] lr: 1.853e-02, eta: 1 day, 9:05:46, time: 0.567, data_time: 0.004, memory: 5232, top1_acc: 0.3820, top5_acc: 0.6016, loss_cls: 2.8541, loss: 2.8541, grad_norm: 4.0554 2020-07-27 10:04:10,406 - mmaction - INFO - Epoch [130][800/3757] lr: 1.853e-02, eta: 1 day, 9:05:32, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3656, top5_acc: 0.6281, loss_cls: 2.8171, loss: 2.8171, grad_norm: 4.0175 2020-07-27 10:04:21,889 - mmaction - INFO - Epoch [130][820/3757] lr: 1.853e-02, eta: 1 day, 9:05:19, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3984, top5_acc: 0.6336, loss_cls: 2.7990, loss: 2.7990, grad_norm: 4.1250 2020-07-27 10:04:33,469 - mmaction - INFO - Epoch [130][840/3757] lr: 1.853e-02, eta: 1 day, 9:05:06, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.3836, top5_acc: 0.6242, loss_cls: 2.8317, loss: 2.8317, grad_norm: 4.0950 2020-07-27 10:04:44,693 - mmaction - INFO - Epoch [130][860/3757] lr: 1.853e-02, eta: 1 day, 9:04:53, time: 0.561, data_time: 0.001, memory: 5232, top1_acc: 0.3977, top5_acc: 0.6383, loss_cls: 2.6948, loss: 2.6948, grad_norm: 4.0846 2020-07-27 10:04:56,170 - mmaction - INFO - Epoch [130][880/3757] lr: 1.853e-02, eta: 1 day, 9:04:40, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3586, top5_acc: 0.6078, loss_cls: 2.9421, loss: 2.9421, grad_norm: 4.3172 2020-07-27 10:05:07,593 - mmaction - INFO - Epoch [130][900/3757] lr: 1.853e-02, eta: 1 day, 9:04:27, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3836, top5_acc: 0.6305, loss_cls: 2.7649, loss: 2.7649, grad_norm: 4.0339 2020-07-27 10:05:19,014 - mmaction - INFO - Epoch [130][920/3757] lr: 1.853e-02, eta: 1 day, 9:04:14, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3953, top5_acc: 0.6500, loss_cls: 2.7039, loss: 2.7039, grad_norm: 4.1352 2020-07-27 10:05:30,511 - mmaction - INFO - Epoch [130][940/3757] lr: 1.853e-02, eta: 1 day, 9:04:01, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3789, top5_acc: 0.6289, loss_cls: 2.8250, loss: 2.8250, grad_norm: 4.1625 2020-07-27 10:05:41,993 - mmaction - INFO - Epoch [130][960/3757] lr: 1.853e-02, eta: 1 day, 9:03:48, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3930, top5_acc: 0.6242, loss_cls: 2.7858, loss: 2.7858, grad_norm: 4.2290 2020-07-27 10:05:53,470 - mmaction - INFO - Epoch [130][980/3757] lr: 1.853e-02, eta: 1 day, 9:03:35, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3750, top5_acc: 0.6344, loss_cls: 2.7799, loss: 2.7799, grad_norm: 4.3328 2020-07-27 10:06:04,880 - mmaction - INFO - Epoch [130][1000/3757] lr: 1.853e-02, eta: 1 day, 9:03:22, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.3656, top5_acc: 0.6180, loss_cls: 2.8987, loss: 2.8987, grad_norm: 4.3928 2020-07-27 10:06:16,339 - mmaction - INFO - Epoch [130][1020/3757] lr: 1.853e-02, eta: 1 day, 9:03:09, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3703, top5_acc: 0.6148, loss_cls: 2.8559, loss: 2.8559, grad_norm: 4.0898 2020-07-27 10:06:27,812 - mmaction - INFO - Epoch [130][1040/3757] lr: 1.853e-02, eta: 1 day, 9:02:56, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3992, top5_acc: 0.6477, loss_cls: 2.7206, loss: 2.7206, grad_norm: 4.0186 2020-07-27 10:06:39,259 - mmaction - INFO - Epoch [130][1060/3757] lr: 1.853e-02, eta: 1 day, 9:02:43, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3695, top5_acc: 0.6188, loss_cls: 2.8552, loss: 2.8552, grad_norm: 4.1353 2020-07-27 10:06:50,718 - mmaction - INFO - Epoch [130][1080/3757] lr: 1.853e-02, eta: 1 day, 9:02:30, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3648, top5_acc: 0.6266, loss_cls: 2.8462, loss: 2.8462, grad_norm: 4.1372 2020-07-27 10:07:02,114 - mmaction - INFO - Epoch [130][1100/3757] lr: 1.853e-02, eta: 1 day, 9:02:17, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3812, top5_acc: 0.6250, loss_cls: 2.7824, loss: 2.7824, grad_norm: 4.2062 2020-07-27 10:07:13,558 - mmaction - INFO - Epoch [130][1120/3757] lr: 1.853e-02, eta: 1 day, 9:02:04, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3961, top5_acc: 0.6398, loss_cls: 2.8180, loss: 2.8180, grad_norm: 4.1802 2020-07-27 10:07:24,949 - mmaction - INFO - Epoch [130][1140/3757] lr: 1.853e-02, eta: 1 day, 9:01:51, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3703, top5_acc: 0.6312, loss_cls: 2.7936, loss: 2.7936, grad_norm: 4.1016 2020-07-27 10:07:36,429 - mmaction - INFO - Epoch [130][1160/3757] lr: 1.853e-02, eta: 1 day, 9:01:38, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3977, top5_acc: 0.6359, loss_cls: 2.7487, loss: 2.7487, grad_norm: 4.2209 2020-07-27 10:07:47,872 - mmaction - INFO - Epoch [130][1180/3757] lr: 1.853e-02, eta: 1 day, 9:01:25, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3633, top5_acc: 0.6234, loss_cls: 2.8254, loss: 2.8254, grad_norm: 4.1298 2020-07-27 10:07:59,331 - mmaction - INFO - Epoch [130][1200/3757] lr: 1.853e-02, eta: 1 day, 9:01:11, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3773, top5_acc: 0.6102, loss_cls: 2.8716, loss: 2.8716, grad_norm: 4.1707 2020-07-27 10:08:10,818 - mmaction - INFO - Epoch [130][1220/3757] lr: 1.853e-02, eta: 1 day, 9:00:58, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4008, top5_acc: 0.6477, loss_cls: 2.6975, loss: 2.6975, grad_norm: 4.1267 2020-07-27 10:08:22,242 - mmaction - INFO - Epoch [130][1240/3757] lr: 1.853e-02, eta: 1 day, 9:00:45, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3695, top5_acc: 0.6242, loss_cls: 2.8176, loss: 2.8176, grad_norm: 4.0609 2020-07-27 10:08:33,684 - mmaction - INFO - Epoch [130][1260/3757] lr: 1.853e-02, eta: 1 day, 9:00:32, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3906, top5_acc: 0.6180, loss_cls: 2.8049, loss: 2.8049, grad_norm: 4.0758 2020-07-27 10:08:45,226 - mmaction - INFO - Epoch [130][1280/3757] lr: 1.853e-02, eta: 1 day, 9:00:19, time: 0.577, data_time: 0.006, memory: 5232, top1_acc: 0.4180, top5_acc: 0.6406, loss_cls: 2.7092, loss: 2.7092, grad_norm: 4.0507 2020-07-27 10:08:56,657 - mmaction - INFO - Epoch [130][1300/3757] lr: 1.853e-02, eta: 1 day, 9:00:06, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3750, top5_acc: 0.6352, loss_cls: 2.7998, loss: 2.7998, grad_norm: 4.2396 2020-07-27 10:09:08,159 - mmaction - INFO - Epoch [130][1320/3757] lr: 1.853e-02, eta: 1 day, 8:59:53, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3820, top5_acc: 0.6039, loss_cls: 2.8571, loss: 2.8571, grad_norm: 4.2073 2020-07-27 10:09:19,609 - mmaction - INFO - Epoch [130][1340/3757] lr: 1.853e-02, eta: 1 day, 8:59:40, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3852, top5_acc: 0.6391, loss_cls: 2.7706, loss: 2.7706, grad_norm: 4.0122 2020-07-27 10:09:31,039 - mmaction - INFO - Epoch [130][1360/3757] lr: 1.853e-02, eta: 1 day, 8:59:27, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3977, top5_acc: 0.6336, loss_cls: 2.7783, loss: 2.7783, grad_norm: 4.1343 2020-07-27 10:09:42,502 - mmaction - INFO - Epoch [130][1380/3757] lr: 1.853e-02, eta: 1 day, 8:59:14, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3703, top5_acc: 0.6078, loss_cls: 2.8909, loss: 2.8909, grad_norm: 4.0538 2020-07-27 10:09:53,977 - mmaction - INFO - Epoch [130][1400/3757] lr: 1.853e-02, eta: 1 day, 8:59:01, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3672, top5_acc: 0.6289, loss_cls: 2.8473, loss: 2.8473, grad_norm: 4.0944 2020-07-27 10:10:05,432 - mmaction - INFO - Epoch [130][1420/3757] lr: 1.853e-02, eta: 1 day, 8:58:48, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3773, top5_acc: 0.6109, loss_cls: 2.8410, loss: 2.8410, grad_norm: 4.0263 2020-07-27 10:10:16,835 - mmaction - INFO - Epoch [130][1440/3757] lr: 1.853e-02, eta: 1 day, 8:58:35, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.4031, top5_acc: 0.6609, loss_cls: 2.7175, loss: 2.7175, grad_norm: 4.0443 2020-07-27 10:10:28,217 - mmaction - INFO - Epoch [130][1460/3757] lr: 1.853e-02, eta: 1 day, 8:58:22, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3555, top5_acc: 0.6320, loss_cls: 2.8536, loss: 2.8536, grad_norm: 4.1518 2020-07-27 10:10:39,604 - mmaction - INFO - Epoch [130][1480/3757] lr: 1.853e-02, eta: 1 day, 8:58:09, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3578, top5_acc: 0.6203, loss_cls: 2.8820, loss: 2.8820, grad_norm: 4.1680 2020-07-27 10:10:51,053 - mmaction - INFO - Epoch [130][1500/3757] lr: 1.853e-02, eta: 1 day, 8:57:56, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3844, top5_acc: 0.6391, loss_cls: 2.7662, loss: 2.7662, grad_norm: 4.2346 2020-07-27 10:11:02,468 - mmaction - INFO - Epoch [130][1520/3757] lr: 1.853e-02, eta: 1 day, 8:57:43, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3805, top5_acc: 0.6141, loss_cls: 2.8369, loss: 2.8369, grad_norm: 4.2779 2020-07-27 10:11:13,903 - mmaction - INFO - Epoch [130][1540/3757] lr: 1.853e-02, eta: 1 day, 8:57:30, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3930, top5_acc: 0.6344, loss_cls: 2.7922, loss: 2.7922, grad_norm: 4.0458 2020-07-27 10:11:25,334 - mmaction - INFO - Epoch [130][1560/3757] lr: 1.853e-02, eta: 1 day, 8:57:17, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4070, top5_acc: 0.6445, loss_cls: 2.6919, loss: 2.6919, grad_norm: 4.2285 2020-07-27 10:11:36,858 - mmaction - INFO - Epoch [130][1580/3757] lr: 1.853e-02, eta: 1 day, 8:57:04, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3945, top5_acc: 0.6438, loss_cls: 2.7318, loss: 2.7318, grad_norm: 4.1268 2020-07-27 10:11:48,278 - mmaction - INFO - Epoch [130][1600/3757] lr: 1.853e-02, eta: 1 day, 8:56:51, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3773, top5_acc: 0.6398, loss_cls: 2.7292, loss: 2.7292, grad_norm: 4.1490 2020-07-27 10:11:59,676 - mmaction - INFO - Epoch [130][1620/3757] lr: 1.853e-02, eta: 1 day, 8:56:38, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3672, top5_acc: 0.5992, loss_cls: 2.9530, loss: 2.9530, grad_norm: 4.2281 2020-07-27 10:12:11,157 - mmaction - INFO - Epoch [130][1640/3757] lr: 1.853e-02, eta: 1 day, 8:56:25, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3539, top5_acc: 0.6000, loss_cls: 2.9243, loss: 2.9243, grad_norm: 4.3562 2020-07-27 10:12:22,544 - mmaction - INFO - Epoch [130][1660/3757] lr: 1.853e-02, eta: 1 day, 8:56:11, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3711, top5_acc: 0.6000, loss_cls: 2.8833, loss: 2.8833, grad_norm: 4.2558 2020-07-27 10:12:33,939 - mmaction - INFO - Epoch [130][1680/3757] lr: 1.853e-02, eta: 1 day, 8:55:58, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3812, top5_acc: 0.6383, loss_cls: 2.7985, loss: 2.7985, grad_norm: 4.2461 2020-07-27 10:12:45,366 - mmaction - INFO - Epoch [130][1700/3757] lr: 1.853e-02, eta: 1 day, 8:55:45, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3609, top5_acc: 0.5859, loss_cls: 2.9486, loss: 2.9486, grad_norm: 4.2537 2020-07-27 10:12:56,834 - mmaction - INFO - Epoch [130][1720/3757] lr: 1.853e-02, eta: 1 day, 8:55:32, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3773, top5_acc: 0.6359, loss_cls: 2.7398, loss: 2.7398, grad_norm: 4.0978 2020-07-27 10:13:08,234 - mmaction - INFO - Epoch [130][1740/3757] lr: 1.853e-02, eta: 1 day, 8:55:19, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4133, top5_acc: 0.6547, loss_cls: 2.6998, loss: 2.6998, grad_norm: 4.0116 2020-07-27 10:13:19,705 - mmaction - INFO - Epoch [130][1760/3757] lr: 1.853e-02, eta: 1 day, 8:55:06, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3617, top5_acc: 0.6000, loss_cls: 2.8762, loss: 2.8762, grad_norm: 4.0565 2020-07-27 10:13:31,189 - mmaction - INFO - Epoch [130][1780/3757] lr: 1.853e-02, eta: 1 day, 8:54:53, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3898, top5_acc: 0.6281, loss_cls: 2.7802, loss: 2.7802, grad_norm: 4.0651 2020-07-27 10:13:42,664 - mmaction - INFO - Epoch [130][1800/3757] lr: 1.853e-02, eta: 1 day, 8:54:40, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3805, top5_acc: 0.6289, loss_cls: 2.8029, loss: 2.8029, grad_norm: 4.1571 2020-07-27 10:13:54,090 - mmaction - INFO - Epoch [130][1820/3757] lr: 1.853e-02, eta: 1 day, 8:54:27, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3672, top5_acc: 0.6398, loss_cls: 2.7911, loss: 2.7911, grad_norm: 4.1390 2020-07-27 10:14:05,527 - mmaction - INFO - Epoch [130][1840/3757] lr: 1.853e-02, eta: 1 day, 8:54:14, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3828, top5_acc: 0.6266, loss_cls: 2.7809, loss: 2.7809, grad_norm: 3.9765 2020-07-27 10:14:16,963 - mmaction - INFO - Epoch [130][1860/3757] lr: 1.853e-02, eta: 1 day, 8:54:01, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3836, top5_acc: 0.6305, loss_cls: 2.8120, loss: 2.8120, grad_norm: 4.1461 2020-07-27 10:14:28,341 - mmaction - INFO - Epoch [130][1880/3757] lr: 1.853e-02, eta: 1 day, 8:53:48, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3586, top5_acc: 0.6273, loss_cls: 2.8099, loss: 2.8099, grad_norm: 4.2090 2020-07-27 10:14:39,782 - mmaction - INFO - Epoch [130][1900/3757] lr: 1.853e-02, eta: 1 day, 8:53:35, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3898, top5_acc: 0.6305, loss_cls: 2.8226, loss: 2.8226, grad_norm: 4.2414 2020-07-27 10:14:51,340 - mmaction - INFO - Epoch [130][1920/3757] lr: 1.853e-02, eta: 1 day, 8:53:22, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3758, top5_acc: 0.6195, loss_cls: 2.8171, loss: 2.8171, grad_norm: 4.0708 2020-07-27 10:15:02,826 - mmaction - INFO - Epoch [130][1940/3757] lr: 1.853e-02, eta: 1 day, 8:53:09, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3859, top5_acc: 0.6219, loss_cls: 2.8141, loss: 2.8141, grad_norm: 4.0504 2020-07-27 10:15:14,414 - mmaction - INFO - Epoch [130][1960/3757] lr: 1.853e-02, eta: 1 day, 8:52:56, time: 0.580, data_time: 0.015, memory: 5232, top1_acc: 0.3844, top5_acc: 0.6492, loss_cls: 2.7347, loss: 2.7347, grad_norm: 4.0937 2020-07-27 10:15:25,937 - mmaction - INFO - Epoch [130][1980/3757] lr: 1.853e-02, eta: 1 day, 8:52:43, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3648, top5_acc: 0.6148, loss_cls: 2.8644, loss: 2.8644, grad_norm: 4.1988 2020-07-27 10:15:37,456 - mmaction - INFO - Epoch [130][2000/3757] lr: 1.853e-02, eta: 1 day, 8:52:30, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3703, top5_acc: 0.6117, loss_cls: 2.8712, loss: 2.8712, grad_norm: 4.1516 2020-07-27 10:15:48,839 - mmaction - INFO - Epoch [130][2020/3757] lr: 1.853e-02, eta: 1 day, 8:52:17, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3773, top5_acc: 0.6328, loss_cls: 2.8190, loss: 2.8190, grad_norm: 4.2622 2020-07-27 10:16:00,378 - mmaction - INFO - Epoch [130][2040/3757] lr: 1.853e-02, eta: 1 day, 8:52:04, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3602, top5_acc: 0.6172, loss_cls: 2.8748, loss: 2.8748, grad_norm: 4.3019 2020-07-27 10:16:11,750 - mmaction - INFO - Epoch [130][2060/3757] lr: 1.853e-02, eta: 1 day, 8:51:51, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3781, top5_acc: 0.6203, loss_cls: 2.8197, loss: 2.8197, grad_norm: 4.1385 2020-07-27 10:16:23,282 - mmaction - INFO - Epoch [130][2080/3757] lr: 1.853e-02, eta: 1 day, 8:51:38, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3641, top5_acc: 0.6258, loss_cls: 2.8748, loss: 2.8748, grad_norm: 4.2104 2020-07-27 10:16:34,931 - mmaction - INFO - Epoch [130][2100/3757] lr: 1.853e-02, eta: 1 day, 8:51:25, time: 0.582, data_time: 0.014, memory: 5232, top1_acc: 0.3984, top5_acc: 0.6352, loss_cls: 2.7772, loss: 2.7772, grad_norm: 4.0043 2020-07-27 10:16:46,405 - mmaction - INFO - Epoch [130][2120/3757] lr: 1.853e-02, eta: 1 day, 8:51:12, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4016, top5_acc: 0.6258, loss_cls: 2.7964, loss: 2.7964, grad_norm: 4.0731 2020-07-27 10:16:57,871 - mmaction - INFO - Epoch [130][2140/3757] lr: 1.853e-02, eta: 1 day, 8:50:59, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3672, top5_acc: 0.6008, loss_cls: 2.9176, loss: 2.9176, grad_norm: 4.1362 2020-07-27 10:17:09,253 - mmaction - INFO - Epoch [130][2160/3757] lr: 1.853e-02, eta: 1 day, 8:50:46, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3555, top5_acc: 0.6203, loss_cls: 2.8587, loss: 2.8587, grad_norm: 4.1091 2020-07-27 10:17:20,583 - mmaction - INFO - Epoch [130][2180/3757] lr: 1.853e-02, eta: 1 day, 8:50:33, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.3773, top5_acc: 0.6188, loss_cls: 2.8834, loss: 2.8834, grad_norm: 4.1955 2020-07-27 10:17:32,003 - mmaction - INFO - Epoch [130][2200/3757] lr: 1.853e-02, eta: 1 day, 8:50:20, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3898, top5_acc: 0.6102, loss_cls: 2.8715, loss: 2.8715, grad_norm: 4.1886 2020-07-27 10:17:43,523 - mmaction - INFO - Epoch [130][2220/3757] lr: 1.853e-02, eta: 1 day, 8:50:07, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3773, top5_acc: 0.6289, loss_cls: 2.7807, loss: 2.7807, grad_norm: 4.0942 2020-07-27 10:17:55,097 - mmaction - INFO - Epoch [130][2240/3757] lr: 1.853e-02, eta: 1 day, 8:49:54, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.3781, top5_acc: 0.6156, loss_cls: 2.8026, loss: 2.8026, grad_norm: 4.2569 2020-07-27 10:18:06,578 - mmaction - INFO - Epoch [130][2260/3757] lr: 1.853e-02, eta: 1 day, 8:49:41, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3937, top5_acc: 0.6531, loss_cls: 2.7527, loss: 2.7527, grad_norm: 4.1730 2020-07-27 10:18:18,051 - mmaction - INFO - Epoch [130][2280/3757] lr: 1.853e-02, eta: 1 day, 8:49:28, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3766, top5_acc: 0.6133, loss_cls: 2.8524, loss: 2.8524, grad_norm: 4.2019 2020-07-27 10:18:29,562 - mmaction - INFO - Epoch [130][2300/3757] lr: 1.853e-02, eta: 1 day, 8:49:15, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3781, top5_acc: 0.6047, loss_cls: 2.8637, loss: 2.8637, grad_norm: 4.1118 2020-07-27 10:18:41,076 - mmaction - INFO - Epoch [130][2320/3757] lr: 1.853e-02, eta: 1 day, 8:49:02, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3719, top5_acc: 0.6242, loss_cls: 2.8470, loss: 2.8470, grad_norm: 4.1581 2020-07-27 10:18:52,447 - mmaction - INFO - Epoch [130][2340/3757] lr: 1.853e-02, eta: 1 day, 8:48:49, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.4094, top5_acc: 0.6328, loss_cls: 2.7843, loss: 2.7843, grad_norm: 4.1004 2020-07-27 10:19:03,806 - mmaction - INFO - Epoch [130][2360/3757] lr: 1.853e-02, eta: 1 day, 8:48:36, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3672, top5_acc: 0.6297, loss_cls: 2.8363, loss: 2.8363, grad_norm: 4.2616 2020-07-27 10:19:15,236 - mmaction - INFO - Epoch [130][2380/3757] lr: 1.853e-02, eta: 1 day, 8:48:22, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3789, top5_acc: 0.6031, loss_cls: 2.8739, loss: 2.8739, grad_norm: 4.2804 2020-07-27 10:19:26,629 - mmaction - INFO - Epoch [130][2400/3757] lr: 1.853e-02, eta: 1 day, 8:48:09, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.3750, top5_acc: 0.6242, loss_cls: 2.8771, loss: 2.8771, grad_norm: 4.0931 2020-07-27 10:19:38,023 - mmaction - INFO - Epoch [130][2420/3757] lr: 1.853e-02, eta: 1 day, 8:47:56, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3969, top5_acc: 0.6344, loss_cls: 2.8086, loss: 2.8086, grad_norm: 4.1815 2020-07-27 10:19:49,477 - mmaction - INFO - Epoch [130][2440/3757] lr: 1.853e-02, eta: 1 day, 8:47:43, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3727, top5_acc: 0.6180, loss_cls: 2.8634, loss: 2.8634, grad_norm: 4.2094 2020-07-27 10:20:00,997 - mmaction - INFO - Epoch [130][2460/3757] lr: 1.853e-02, eta: 1 day, 8:47:30, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4039, top5_acc: 0.6477, loss_cls: 2.7651, loss: 2.7651, grad_norm: 4.0856 2020-07-27 10:20:12,545 - mmaction - INFO - Epoch [130][2480/3757] lr: 1.853e-02, eta: 1 day, 8:47:17, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3820, top5_acc: 0.6391, loss_cls: 2.7911, loss: 2.7911, grad_norm: 4.0646 2020-07-27 10:20:24,074 - mmaction - INFO - Epoch [130][2500/3757] lr: 1.853e-02, eta: 1 day, 8:47:04, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3969, top5_acc: 0.6102, loss_cls: 2.8326, loss: 2.8326, grad_norm: 4.0243 2020-07-27 10:20:35,509 - mmaction - INFO - Epoch [130][2520/3757] lr: 1.853e-02, eta: 1 day, 8:46:51, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.3914, top5_acc: 0.6555, loss_cls: 2.7487, loss: 2.7487, grad_norm: 3.9989 2020-07-27 10:20:46,962 - mmaction - INFO - Epoch [130][2540/3757] lr: 1.853e-02, eta: 1 day, 8:46:38, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3945, top5_acc: 0.6234, loss_cls: 2.7859, loss: 2.7859, grad_norm: 4.1325 2020-07-27 10:20:58,341 - mmaction - INFO - Epoch [130][2560/3757] lr: 1.853e-02, eta: 1 day, 8:46:25, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3836, top5_acc: 0.6477, loss_cls: 2.7356, loss: 2.7356, grad_norm: 4.0579 2020-07-27 10:21:09,912 - mmaction - INFO - Epoch [130][2580/3757] lr: 1.853e-02, eta: 1 day, 8:46:12, time: 0.578, data_time: 0.017, memory: 5232, top1_acc: 0.4031, top5_acc: 0.6320, loss_cls: 2.7404, loss: 2.7404, grad_norm: 4.0648 2020-07-27 10:21:21,479 - mmaction - INFO - Epoch [130][2600/3757] lr: 1.853e-02, eta: 1 day, 8:45:59, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.3766, top5_acc: 0.6258, loss_cls: 2.7783, loss: 2.7783, grad_norm: 4.0128 2020-07-27 10:21:32,909 - mmaction - INFO - Epoch [130][2620/3757] lr: 1.853e-02, eta: 1 day, 8:45:46, time: 0.571, data_time: 0.001, memory: 5232, top1_acc: 0.4070, top5_acc: 0.6406, loss_cls: 2.7492, loss: 2.7492, grad_norm: 4.1205 2020-07-27 10:21:44,303 - mmaction - INFO - Epoch [130][2640/3757] lr: 1.853e-02, eta: 1 day, 8:45:33, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3922, top5_acc: 0.6102, loss_cls: 2.8286, loss: 2.8286, grad_norm: 4.1351 2020-07-27 10:21:55,716 - mmaction - INFO - Epoch [130][2660/3757] lr: 1.853e-02, eta: 1 day, 8:45:20, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3750, top5_acc: 0.5977, loss_cls: 2.9232, loss: 2.9232, grad_norm: 4.3169 2020-07-27 10:22:07,304 - mmaction - INFO - Epoch [130][2680/3757] lr: 1.853e-02, eta: 1 day, 8:45:07, time: 0.579, data_time: 0.004, memory: 5232, top1_acc: 0.3727, top5_acc: 0.6211, loss_cls: 2.8380, loss: 2.8380, grad_norm: 4.1900 2020-07-27 10:22:18,789 - mmaction - INFO - Epoch [130][2700/3757] lr: 1.853e-02, eta: 1 day, 8:44:54, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3812, top5_acc: 0.6375, loss_cls: 2.7596, loss: 2.7596, grad_norm: 4.1040 2020-07-27 10:22:30,198 - mmaction - INFO - Epoch [130][2720/3757] lr: 1.853e-02, eta: 1 day, 8:44:41, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4023, top5_acc: 0.6359, loss_cls: 2.7270, loss: 2.7270, grad_norm: 3.9981 2020-07-27 10:22:41,631 - mmaction - INFO - Epoch [130][2740/3757] lr: 1.853e-02, eta: 1 day, 8:44:28, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3828, top5_acc: 0.6117, loss_cls: 2.8954, loss: 2.8954, grad_norm: 4.2231 2020-07-27 10:22:53,092 - mmaction - INFO - Epoch [130][2760/3757] lr: 1.853e-02, eta: 1 day, 8:44:15, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3563, top5_acc: 0.6008, loss_cls: 2.9434, loss: 2.9434, grad_norm: 4.3106 2020-07-27 10:23:04,516 - mmaction - INFO - Epoch [130][2780/3757] lr: 1.853e-02, eta: 1 day, 8:44:02, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4008, top5_acc: 0.6258, loss_cls: 2.7468, loss: 2.7468, grad_norm: 4.0605 2020-07-27 10:23:15,989 - mmaction - INFO - Epoch [130][2800/3757] lr: 1.853e-02, eta: 1 day, 8:43:49, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3953, top5_acc: 0.6164, loss_cls: 2.8206, loss: 2.8206, grad_norm: 4.1299 2020-07-27 10:23:27,370 - mmaction - INFO - Epoch [130][2820/3757] lr: 1.853e-02, eta: 1 day, 8:43:36, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.3695, top5_acc: 0.6289, loss_cls: 2.8729, loss: 2.8729, grad_norm: 4.1166 2020-07-27 10:23:38,752 - mmaction - INFO - Epoch [130][2840/3757] lr: 1.853e-02, eta: 1 day, 8:43:23, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3789, top5_acc: 0.6312, loss_cls: 2.7942, loss: 2.7942, grad_norm: 4.0055 2020-07-27 10:23:50,136 - mmaction - INFO - Epoch [130][2860/3757] lr: 1.853e-02, eta: 1 day, 8:43:10, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3797, top5_acc: 0.6156, loss_cls: 2.8142, loss: 2.8142, grad_norm: 4.1855 2020-07-27 10:24:01,643 - mmaction - INFO - Epoch [130][2880/3757] lr: 1.853e-02, eta: 1 day, 8:42:57, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3703, top5_acc: 0.6188, loss_cls: 2.8271, loss: 2.8271, grad_norm: 4.1311 2020-07-27 10:24:12,943 - mmaction - INFO - Epoch [130][2900/3757] lr: 1.853e-02, eta: 1 day, 8:42:44, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.3773, top5_acc: 0.6141, loss_cls: 2.8315, loss: 2.8315, grad_norm: 4.2415 2020-07-27 10:24:24,412 - mmaction - INFO - Epoch [130][2920/3757] lr: 1.853e-02, eta: 1 day, 8:42:31, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3766, top5_acc: 0.6289, loss_cls: 2.8073, loss: 2.8073, grad_norm: 4.1332 2020-07-27 10:24:35,787 - mmaction - INFO - Epoch [130][2940/3757] lr: 1.853e-02, eta: 1 day, 8:42:18, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4008, top5_acc: 0.6219, loss_cls: 2.7238, loss: 2.7238, grad_norm: 4.0132 2020-07-27 10:24:47,290 - mmaction - INFO - Epoch [130][2960/3757] lr: 1.853e-02, eta: 1 day, 8:42:05, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3570, top5_acc: 0.6062, loss_cls: 2.8814, loss: 2.8814, grad_norm: 4.2491 2020-07-27 10:24:58,751 - mmaction - INFO - Epoch [130][2980/3757] lr: 1.853e-02, eta: 1 day, 8:41:52, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3992, top5_acc: 0.6414, loss_cls: 2.6999, loss: 2.6999, grad_norm: 4.0970 2020-07-27 10:25:10,179 - mmaction - INFO - Epoch [130][3000/3757] lr: 1.853e-02, eta: 1 day, 8:41:39, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3828, top5_acc: 0.6266, loss_cls: 2.7901, loss: 2.7901, grad_norm: 4.0562 2020-07-27 10:25:21,697 - mmaction - INFO - Epoch [130][3020/3757] lr: 1.853e-02, eta: 1 day, 8:41:26, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3766, top5_acc: 0.6234, loss_cls: 2.8033, loss: 2.8033, grad_norm: 4.0907 2020-07-27 10:25:33,062 - mmaction - INFO - Epoch [130][3040/3757] lr: 1.853e-02, eta: 1 day, 8:41:12, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3930, top5_acc: 0.6281, loss_cls: 2.8294, loss: 2.8294, grad_norm: 4.2527 2020-07-27 10:25:44,526 - mmaction - INFO - Epoch [130][3060/3757] lr: 1.853e-02, eta: 1 day, 8:40:59, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3781, top5_acc: 0.6234, loss_cls: 2.8149, loss: 2.8149, grad_norm: 4.2480 2020-07-27 10:25:55,937 - mmaction - INFO - Epoch [130][3080/3757] lr: 1.853e-02, eta: 1 day, 8:40:46, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3914, top5_acc: 0.6188, loss_cls: 2.7911, loss: 2.7911, grad_norm: 4.0799 2020-07-27 10:26:07,350 - mmaction - INFO - Epoch [130][3100/3757] lr: 1.853e-02, eta: 1 day, 8:40:33, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4047, top5_acc: 0.6539, loss_cls: 2.6900, loss: 2.6900, grad_norm: 4.1773 2020-07-27 10:26:18,759 - mmaction - INFO - Epoch [130][3120/3757] lr: 1.853e-02, eta: 1 day, 8:40:20, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3930, top5_acc: 0.6406, loss_cls: 2.7218, loss: 2.7218, grad_norm: 4.1606 2020-07-27 10:26:30,145 - mmaction - INFO - Epoch [130][3140/3757] lr: 1.853e-02, eta: 1 day, 8:40:07, time: 0.570, data_time: 0.006, memory: 5232, top1_acc: 0.3867, top5_acc: 0.6336, loss_cls: 2.8362, loss: 2.8362, grad_norm: 4.1913 2020-07-27 10:26:41,509 - mmaction - INFO - Epoch [130][3160/3757] lr: 1.853e-02, eta: 1 day, 8:39:54, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.3844, top5_acc: 0.6234, loss_cls: 2.8021, loss: 2.8021, grad_norm: 4.1669 2020-07-27 10:26:52,907 - mmaction - INFO - Epoch [130][3180/3757] lr: 1.853e-02, eta: 1 day, 8:39:41, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3609, top5_acc: 0.6359, loss_cls: 2.7632, loss: 2.7632, grad_norm: 4.1519 2020-07-27 10:27:04,322 - mmaction - INFO - Epoch [130][3200/3757] lr: 1.853e-02, eta: 1 day, 8:39:28, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3469, top5_acc: 0.6141, loss_cls: 2.9396, loss: 2.9396, grad_norm: 4.1723 2020-07-27 10:27:15,753 - mmaction - INFO - Epoch [130][3220/3757] lr: 1.853e-02, eta: 1 day, 8:39:15, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3969, top5_acc: 0.6359, loss_cls: 2.7830, loss: 2.7830, grad_norm: 4.0733 2020-07-27 10:27:27,262 - mmaction - INFO - Epoch [130][3240/3757] lr: 1.853e-02, eta: 1 day, 8:39:02, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3750, top5_acc: 0.6227, loss_cls: 2.8055, loss: 2.8055, grad_norm: 4.2039 2020-07-27 10:27:38,745 - mmaction - INFO - Epoch [130][3260/3757] lr: 1.853e-02, eta: 1 day, 8:38:49, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3680, top5_acc: 0.6281, loss_cls: 2.7865, loss: 2.7865, grad_norm: 4.1260 2020-07-27 10:27:50,200 - mmaction - INFO - Epoch [130][3280/3757] lr: 1.853e-02, eta: 1 day, 8:38:36, time: 0.573, data_time: 0.007, memory: 5232, top1_acc: 0.3805, top5_acc: 0.6195, loss_cls: 2.8207, loss: 2.8207, grad_norm: 4.1555 2020-07-27 10:28:01,667 - mmaction - INFO - Epoch [130][3300/3757] lr: 1.853e-02, eta: 1 day, 8:38:23, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3586, top5_acc: 0.6227, loss_cls: 2.8817, loss: 2.8817, grad_norm: 4.2483 2020-07-27 10:28:13,132 - mmaction - INFO - Epoch [130][3320/3757] lr: 1.853e-02, eta: 1 day, 8:38:10, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3719, top5_acc: 0.6078, loss_cls: 2.8817, loss: 2.8817, grad_norm: 4.0240 2020-07-27 10:28:24,527 - mmaction - INFO - Epoch [130][3340/3757] lr: 1.853e-02, eta: 1 day, 8:37:57, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3867, top5_acc: 0.6281, loss_cls: 2.7397, loss: 2.7397, grad_norm: 4.2507 2020-07-27 10:28:36,019 - mmaction - INFO - Epoch [130][3360/3757] lr: 1.853e-02, eta: 1 day, 8:37:44, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3742, top5_acc: 0.6195, loss_cls: 2.8613, loss: 2.8613, grad_norm: 4.1133 2020-07-27 10:28:47,442 - mmaction - INFO - Epoch [130][3380/3757] lr: 1.853e-02, eta: 1 day, 8:37:31, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3945, top5_acc: 0.6180, loss_cls: 2.8539, loss: 2.8539, grad_norm: 4.0978 2020-07-27 10:28:58,902 - mmaction - INFO - Epoch [130][3400/3757] lr: 1.853e-02, eta: 1 day, 8:37:18, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3758, top5_acc: 0.6203, loss_cls: 2.8542, loss: 2.8542, grad_norm: 4.1643 2020-07-27 10:29:10,382 - mmaction - INFO - Epoch [130][3420/3757] lr: 1.853e-02, eta: 1 day, 8:37:05, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3734, top5_acc: 0.6195, loss_cls: 2.8188, loss: 2.8188, grad_norm: 4.0637 2020-07-27 10:29:21,856 - mmaction - INFO - Epoch [130][3440/3757] lr: 1.853e-02, eta: 1 day, 8:36:52, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3930, top5_acc: 0.6391, loss_cls: 2.7466, loss: 2.7466, grad_norm: 4.1227 2020-07-27 10:29:33,318 - mmaction - INFO - Epoch [130][3460/3757] lr: 1.853e-02, eta: 1 day, 8:36:39, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3758, top5_acc: 0.6102, loss_cls: 2.9088, loss: 2.9088, grad_norm: 4.2004 2020-07-27 10:29:44,761 - mmaction - INFO - Epoch [130][3480/3757] lr: 1.853e-02, eta: 1 day, 8:36:26, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3734, top5_acc: 0.6055, loss_cls: 2.9091, loss: 2.9091, grad_norm: 4.0985 2020-07-27 10:29:56,205 - mmaction - INFO - Epoch [130][3500/3757] lr: 1.853e-02, eta: 1 day, 8:36:13, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3930, top5_acc: 0.6328, loss_cls: 2.7721, loss: 2.7721, grad_norm: 4.1156 2020-07-27 10:30:07,696 - mmaction - INFO - Epoch [130][3520/3757] lr: 1.853e-02, eta: 1 day, 8:36:00, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3672, top5_acc: 0.6219, loss_cls: 2.8092, loss: 2.8092, grad_norm: 4.2276 2020-07-27 10:30:19,183 - mmaction - INFO - Epoch [130][3540/3757] lr: 1.853e-02, eta: 1 day, 8:35:47, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.3937, top5_acc: 0.6195, loss_cls: 2.8452, loss: 2.8452, grad_norm: 4.1588 2020-07-27 10:30:30,920 - mmaction - INFO - Epoch [130][3560/3757] lr: 1.853e-02, eta: 1 day, 8:35:34, time: 0.587, data_time: 0.022, memory: 5232, top1_acc: 0.3742, top5_acc: 0.6250, loss_cls: 2.8428, loss: 2.8428, grad_norm: 4.1296 2020-07-27 10:30:42,292 - mmaction - INFO - Epoch [130][3580/3757] lr: 1.853e-02, eta: 1 day, 8:35:21, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3750, top5_acc: 0.6156, loss_cls: 2.8784, loss: 2.8784, grad_norm: 4.1462 2020-07-27 10:30:53,776 - mmaction - INFO - Epoch [130][3600/3757] lr: 1.853e-02, eta: 1 day, 8:35:08, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4047, top5_acc: 0.6484, loss_cls: 2.6960, loss: 2.6960, grad_norm: 4.0033 2020-07-27 10:31:05,216 - mmaction - INFO - Epoch [130][3620/3757] lr: 1.853e-02, eta: 1 day, 8:34:55, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.3859, top5_acc: 0.6336, loss_cls: 2.7677, loss: 2.7677, grad_norm: 4.0969 2020-07-27 10:31:16,700 - mmaction - INFO - Epoch [130][3640/3757] lr: 1.853e-02, eta: 1 day, 8:34:42, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3773, top5_acc: 0.6219, loss_cls: 2.8364, loss: 2.8364, grad_norm: 4.1023 2020-07-27 10:31:28,057 - mmaction - INFO - Epoch [130][3660/3757] lr: 1.853e-02, eta: 1 day, 8:34:29, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3680, top5_acc: 0.6133, loss_cls: 2.8735, loss: 2.8735, grad_norm: 4.1668 2020-07-27 10:31:39,457 - mmaction - INFO - Epoch [130][3680/3757] lr: 1.853e-02, eta: 1 day, 8:34:16, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3789, top5_acc: 0.6211, loss_cls: 2.8401, loss: 2.8401, grad_norm: 4.1143 2020-07-27 10:31:50,828 - mmaction - INFO - Epoch [130][3700/3757] lr: 1.853e-02, eta: 1 day, 8:34:03, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3625, top5_acc: 0.6125, loss_cls: 2.8738, loss: 2.8738, grad_norm: 4.1291 2020-07-27 10:32:02,272 - mmaction - INFO - Epoch [130][3720/3757] lr: 1.853e-02, eta: 1 day, 8:33:50, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3570, top5_acc: 0.6195, loss_cls: 2.9309, loss: 2.9309, grad_norm: 4.1060 2020-07-27 10:32:13,624 - mmaction - INFO - Epoch [130][3740/3757] lr: 1.853e-02, eta: 1 day, 8:33:37, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.3727, top5_acc: 0.6117, loss_cls: 2.8467, loss: 2.8467, grad_norm: 4.0784 2020-07-27 10:32:34,397 - mmaction - INFO - Saving checkpoint at 130 epochs 2020-07-27 10:36:01,560 - mmaction - INFO - Epoch [131][20/3757] lr: 1.786e-02, eta: 1 day, 8:34:49, time: 10.257, data_time: 9.552, memory: 5232, top1_acc: 0.3906, top5_acc: 0.6258, loss_cls: 2.8466, loss: 2.8466, grad_norm: 4.1765 2020-07-27 10:36:12,777 - mmaction - INFO - Epoch [131][40/3757] lr: 1.786e-02, eta: 1 day, 8:34:36, time: 0.561, data_time: 0.002, memory: 5232, top1_acc: 0.3922, top5_acc: 0.6328, loss_cls: 2.7896, loss: 2.7896, grad_norm: 4.0856 2020-07-27 10:36:24,133 - mmaction - INFO - Epoch [131][60/3757] lr: 1.786e-02, eta: 1 day, 8:34:23, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3891, top5_acc: 0.6375, loss_cls: 2.7291, loss: 2.7291, grad_norm: 4.0390 2020-07-27 10:36:35,563 - mmaction - INFO - Epoch [131][80/3757] lr: 1.786e-02, eta: 1 day, 8:34:10, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4031, top5_acc: 0.6391, loss_cls: 2.7721, loss: 2.7721, grad_norm: 4.1519 2020-07-27 10:36:46,891 - mmaction - INFO - Epoch [131][100/3757] lr: 1.786e-02, eta: 1 day, 8:33:57, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3992, top5_acc: 0.6281, loss_cls: 2.7404, loss: 2.7404, grad_norm: 4.1436 2020-07-27 10:36:58,317 - mmaction - INFO - Epoch [131][120/3757] lr: 1.786e-02, eta: 1 day, 8:33:44, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3867, top5_acc: 0.6188, loss_cls: 2.8106, loss: 2.8106, grad_norm: 4.2336 2020-07-27 10:37:09,593 - mmaction - INFO - Epoch [131][140/3757] lr: 1.786e-02, eta: 1 day, 8:33:31, time: 0.564, data_time: 0.001, memory: 5232, top1_acc: 0.3531, top5_acc: 0.6062, loss_cls: 2.8685, loss: 2.8685, grad_norm: 4.1936 2020-07-27 10:37:21,006 - mmaction - INFO - Epoch [131][160/3757] lr: 1.786e-02, eta: 1 day, 8:33:18, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3656, top5_acc: 0.6258, loss_cls: 2.8193, loss: 2.8193, grad_norm: 4.0706 2020-07-27 10:37:32,246 - mmaction - INFO - Epoch [131][180/3757] lr: 1.786e-02, eta: 1 day, 8:33:05, time: 0.562, data_time: 0.003, memory: 5232, top1_acc: 0.3703, top5_acc: 0.6133, loss_cls: 2.8530, loss: 2.8530, grad_norm: 4.2088 2020-07-27 10:37:43,647 - mmaction - INFO - Epoch [131][200/3757] lr: 1.786e-02, eta: 1 day, 8:32:51, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3852, top5_acc: 0.6242, loss_cls: 2.7889, loss: 2.7889, grad_norm: 4.0069 2020-07-27 10:37:55,024 - mmaction - INFO - Epoch [131][220/3757] lr: 1.786e-02, eta: 1 day, 8:32:38, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.3883, top5_acc: 0.6242, loss_cls: 2.8003, loss: 2.8003, grad_norm: 4.1394 2020-07-27 10:38:06,375 - mmaction - INFO - Epoch [131][240/3757] lr: 1.786e-02, eta: 1 day, 8:32:25, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4023, top5_acc: 0.6453, loss_cls: 2.7377, loss: 2.7377, grad_norm: 4.1083 2020-07-27 10:38:17,668 - mmaction - INFO - Epoch [131][260/3757] lr: 1.786e-02, eta: 1 day, 8:32:12, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3703, top5_acc: 0.6297, loss_cls: 2.7945, loss: 2.7945, grad_norm: 4.1829 2020-07-27 10:38:29,099 - mmaction - INFO - Epoch [131][280/3757] lr: 1.786e-02, eta: 1 day, 8:31:59, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3977, top5_acc: 0.6258, loss_cls: 2.7766, loss: 2.7766, grad_norm: 4.1642 2020-07-27 10:38:40,333 - mmaction - INFO - Epoch [131][300/3757] lr: 1.786e-02, eta: 1 day, 8:31:46, time: 0.561, data_time: 0.002, memory: 5232, top1_acc: 0.3789, top5_acc: 0.6398, loss_cls: 2.7639, loss: 2.7639, grad_norm: 4.0886 2020-07-27 10:38:51,749 - mmaction - INFO - Epoch [131][320/3757] lr: 1.786e-02, eta: 1 day, 8:31:33, time: 0.570, data_time: 0.008, memory: 5232, top1_acc: 0.4000, top5_acc: 0.6500, loss_cls: 2.7140, loss: 2.7140, grad_norm: 4.1178 2020-07-27 10:39:03,037 - mmaction - INFO - Epoch [131][340/3757] lr: 1.786e-02, eta: 1 day, 8:31:20, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3812, top5_acc: 0.6250, loss_cls: 2.7879, loss: 2.7879, grad_norm: 4.1404 2020-07-27 10:39:14,403 - mmaction - INFO - Epoch [131][360/3757] lr: 1.786e-02, eta: 1 day, 8:31:07, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3945, top5_acc: 0.6352, loss_cls: 2.7547, loss: 2.7547, grad_norm: 4.2316 2020-07-27 10:39:25,777 - mmaction - INFO - Epoch [131][380/3757] lr: 1.786e-02, eta: 1 day, 8:30:54, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.4047, top5_acc: 0.6367, loss_cls: 2.6963, loss: 2.6963, grad_norm: 4.1460 2020-07-27 10:39:37,273 - mmaction - INFO - Epoch [131][400/3757] lr: 1.786e-02, eta: 1 day, 8:30:41, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3836, top5_acc: 0.6250, loss_cls: 2.8193, loss: 2.8193, grad_norm: 4.2090 2020-07-27 10:39:48,671 - mmaction - INFO - Epoch [131][420/3757] lr: 1.786e-02, eta: 1 day, 8:30:28, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3906, top5_acc: 0.6250, loss_cls: 2.8195, loss: 2.8195, grad_norm: 4.1533 2020-07-27 10:40:00,069 - mmaction - INFO - Epoch [131][440/3757] lr: 1.786e-02, eta: 1 day, 8:30:15, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3727, top5_acc: 0.6156, loss_cls: 2.8502, loss: 2.8502, grad_norm: 4.3513 2020-07-27 10:40:11,744 - mmaction - INFO - Epoch [131][460/3757] lr: 1.786e-02, eta: 1 day, 8:30:02, time: 0.584, data_time: 0.022, memory: 5232, top1_acc: 0.3828, top5_acc: 0.6359, loss_cls: 2.8047, loss: 2.8047, grad_norm: 4.2483 2020-07-27 10:40:23,173 - mmaction - INFO - Epoch [131][480/3757] lr: 1.786e-02, eta: 1 day, 8:29:49, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3945, top5_acc: 0.6297, loss_cls: 2.8115, loss: 2.8115, grad_norm: 4.1156 2020-07-27 10:40:34,587 - mmaction - INFO - Epoch [131][500/3757] lr: 1.786e-02, eta: 1 day, 8:29:36, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3742, top5_acc: 0.6172, loss_cls: 2.8581, loss: 2.8581, grad_norm: 4.2907 2020-07-27 10:40:45,914 - mmaction - INFO - Epoch [131][520/3757] lr: 1.786e-02, eta: 1 day, 8:29:22, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3844, top5_acc: 0.6375, loss_cls: 2.7900, loss: 2.7900, grad_norm: 4.2773 2020-07-27 10:40:57,352 - mmaction - INFO - Epoch [131][540/3757] lr: 1.786e-02, eta: 1 day, 8:29:09, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3898, top5_acc: 0.6055, loss_cls: 2.8009, loss: 2.8009, grad_norm: 4.2186 2020-07-27 10:41:08,635 - mmaction - INFO - Epoch [131][560/3757] lr: 1.786e-02, eta: 1 day, 8:28:56, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3945, top5_acc: 0.6297, loss_cls: 2.7475, loss: 2.7475, grad_norm: 4.1158 2020-07-27 10:41:20,145 - mmaction - INFO - Epoch [131][580/3757] lr: 1.786e-02, eta: 1 day, 8:28:43, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3758, top5_acc: 0.6266, loss_cls: 2.7869, loss: 2.7869, grad_norm: 4.1669 2020-07-27 10:41:31,795 - mmaction - INFO - Epoch [131][600/3757] lr: 1.786e-02, eta: 1 day, 8:28:30, time: 0.582, data_time: 0.020, memory: 5232, top1_acc: 0.3914, top5_acc: 0.6398, loss_cls: 2.7805, loss: 2.7805, grad_norm: 4.2722 2020-07-27 10:41:43,205 - mmaction - INFO - Epoch [131][620/3757] lr: 1.786e-02, eta: 1 day, 8:28:17, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.3797, top5_acc: 0.6156, loss_cls: 2.8087, loss: 2.8087, grad_norm: 4.2535 2020-07-27 10:41:54,606 - mmaction - INFO - Epoch [131][640/3757] lr: 1.786e-02, eta: 1 day, 8:28:04, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3812, top5_acc: 0.6211, loss_cls: 2.7946, loss: 2.7946, grad_norm: 4.1432 2020-07-27 10:42:06,131 - mmaction - INFO - Epoch [131][660/3757] lr: 1.786e-02, eta: 1 day, 8:27:51, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3852, top5_acc: 0.6258, loss_cls: 2.7650, loss: 2.7650, grad_norm: 4.1257 2020-07-27 10:42:17,548 - mmaction - INFO - Epoch [131][680/3757] lr: 1.786e-02, eta: 1 day, 8:27:38, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3867, top5_acc: 0.6219, loss_cls: 2.8350, loss: 2.8350, grad_norm: 4.2277 2020-07-27 10:42:29,002 - mmaction - INFO - Epoch [131][700/3757] lr: 1.786e-02, eta: 1 day, 8:27:25, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3953, top5_acc: 0.6312, loss_cls: 2.7168, loss: 2.7168, grad_norm: 4.0613 2020-07-27 10:42:40,394 - mmaction - INFO - Epoch [131][720/3757] lr: 1.786e-02, eta: 1 day, 8:27:12, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3891, top5_acc: 0.6227, loss_cls: 2.8308, loss: 2.8308, grad_norm: 4.4317 2020-07-27 10:42:51,730 - mmaction - INFO - Epoch [131][740/3757] lr: 1.786e-02, eta: 1 day, 8:26:59, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3867, top5_acc: 0.6531, loss_cls: 2.7563, loss: 2.7563, grad_norm: 4.1870 2020-07-27 10:43:03,016 - mmaction - INFO - Epoch [131][760/3757] lr: 1.786e-02, eta: 1 day, 8:26:46, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3656, top5_acc: 0.6023, loss_cls: 2.9369, loss: 2.9369, grad_norm: 4.2780 2020-07-27 10:43:14,415 - mmaction - INFO - Epoch [131][780/3757] lr: 1.786e-02, eta: 1 day, 8:26:33, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4016, top5_acc: 0.6344, loss_cls: 2.7641, loss: 2.7641, grad_norm: 4.3247 2020-07-27 10:43:25,840 - mmaction - INFO - Epoch [131][800/3757] lr: 1.786e-02, eta: 1 day, 8:26:20, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3500, top5_acc: 0.6000, loss_cls: 2.8935, loss: 2.8935, grad_norm: 4.2123 2020-07-27 10:43:37,270 - mmaction - INFO - Epoch [131][820/3757] lr: 1.786e-02, eta: 1 day, 8:26:07, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3648, top5_acc: 0.6156, loss_cls: 2.8465, loss: 2.8465, grad_norm: 4.2839 2020-07-27 10:43:48,768 - mmaction - INFO - Epoch [131][840/3757] lr: 1.786e-02, eta: 1 day, 8:25:54, time: 0.575, data_time: 0.007, memory: 5232, top1_acc: 0.3852, top5_acc: 0.6398, loss_cls: 2.7414, loss: 2.7414, grad_norm: 4.0991 2020-07-27 10:44:00,170 - mmaction - INFO - Epoch [131][860/3757] lr: 1.786e-02, eta: 1 day, 8:25:41, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3680, top5_acc: 0.6203, loss_cls: 2.8500, loss: 2.8500, grad_norm: 4.3668 2020-07-27 10:44:11,579 - mmaction - INFO - Epoch [131][880/3757] lr: 1.786e-02, eta: 1 day, 8:25:28, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3625, top5_acc: 0.6195, loss_cls: 2.7928, loss: 2.7928, grad_norm: 4.1283 2020-07-27 10:44:23,019 - mmaction - INFO - Epoch [131][900/3757] lr: 1.786e-02, eta: 1 day, 8:25:15, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3805, top5_acc: 0.6172, loss_cls: 2.8546, loss: 2.8546, grad_norm: 4.1707 2020-07-27 10:44:34,448 - mmaction - INFO - Epoch [131][920/3757] lr: 1.786e-02, eta: 1 day, 8:25:02, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3820, top5_acc: 0.6375, loss_cls: 2.7647, loss: 2.7647, grad_norm: 4.0373 2020-07-27 10:44:45,900 - mmaction - INFO - Epoch [131][940/3757] lr: 1.786e-02, eta: 1 day, 8:24:49, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3883, top5_acc: 0.6281, loss_cls: 2.8756, loss: 2.8756, grad_norm: 4.1904 2020-07-27 10:44:57,321 - mmaction - INFO - Epoch [131][960/3757] lr: 1.786e-02, eta: 1 day, 8:24:36, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3805, top5_acc: 0.6320, loss_cls: 2.7218, loss: 2.7218, grad_norm: 4.1468 2020-07-27 10:45:08,730 - mmaction - INFO - Epoch [131][980/3757] lr: 1.786e-02, eta: 1 day, 8:24:23, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3641, top5_acc: 0.6188, loss_cls: 2.8484, loss: 2.8484, grad_norm: 4.2637 2020-07-27 10:45:20,088 - mmaction - INFO - Epoch [131][1000/3757] lr: 1.786e-02, eta: 1 day, 8:24:09, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3937, top5_acc: 0.6352, loss_cls: 2.7944, loss: 2.7944, grad_norm: 4.1539 2020-07-27 10:45:31,530 - mmaction - INFO - Epoch [131][1020/3757] lr: 1.786e-02, eta: 1 day, 8:23:56, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3805, top5_acc: 0.6070, loss_cls: 2.8973, loss: 2.8973, grad_norm: 4.2480 2020-07-27 10:45:43,015 - mmaction - INFO - Epoch [131][1040/3757] lr: 1.786e-02, eta: 1 day, 8:23:43, time: 0.574, data_time: 0.009, memory: 5232, top1_acc: 0.3914, top5_acc: 0.6266, loss_cls: 2.7678, loss: 2.7678, grad_norm: 4.1582 2020-07-27 10:45:54,453 - mmaction - INFO - Epoch [131][1060/3757] lr: 1.786e-02, eta: 1 day, 8:23:30, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3937, top5_acc: 0.6320, loss_cls: 2.8058, loss: 2.8058, grad_norm: 4.1931 2020-07-27 10:46:05,862 - mmaction - INFO - Epoch [131][1080/3757] lr: 1.786e-02, eta: 1 day, 8:23:17, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3773, top5_acc: 0.6266, loss_cls: 2.8099, loss: 2.8099, grad_norm: 4.2460 2020-07-27 10:46:17,315 - mmaction - INFO - Epoch [131][1100/3757] lr: 1.786e-02, eta: 1 day, 8:23:04, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3875, top5_acc: 0.6328, loss_cls: 2.6987, loss: 2.6987, grad_norm: 3.9247 2020-07-27 10:46:28,723 - mmaction - INFO - Epoch [131][1120/3757] lr: 1.786e-02, eta: 1 day, 8:22:51, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3844, top5_acc: 0.6406, loss_cls: 2.7550, loss: 2.7550, grad_norm: 4.2251 2020-07-27 10:46:40,200 - mmaction - INFO - Epoch [131][1140/3757] lr: 1.786e-02, eta: 1 day, 8:22:38, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3898, top5_acc: 0.6359, loss_cls: 2.7150, loss: 2.7150, grad_norm: 4.1625 2020-07-27 10:46:51,671 - mmaction - INFO - Epoch [131][1160/3757] lr: 1.786e-02, eta: 1 day, 8:22:25, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3703, top5_acc: 0.6438, loss_cls: 2.7833, loss: 2.7833, grad_norm: 4.2003 2020-07-27 10:47:03,253 - mmaction - INFO - Epoch [131][1180/3757] lr: 1.786e-02, eta: 1 day, 8:22:12, time: 0.579, data_time: 0.008, memory: 5232, top1_acc: 0.3719, top5_acc: 0.6234, loss_cls: 2.8452, loss: 2.8452, grad_norm: 4.2492 2020-07-27 10:47:14,625 - mmaction - INFO - Epoch [131][1200/3757] lr: 1.786e-02, eta: 1 day, 8:21:59, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.3961, top5_acc: 0.6492, loss_cls: 2.7220, loss: 2.7220, grad_norm: 4.0742 2020-07-27 10:47:26,041 - mmaction - INFO - Epoch [131][1220/3757] lr: 1.786e-02, eta: 1 day, 8:21:46, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3523, top5_acc: 0.6156, loss_cls: 2.8813, loss: 2.8813, grad_norm: 4.1767 2020-07-27 10:47:37,412 - mmaction - INFO - Epoch [131][1240/3757] lr: 1.786e-02, eta: 1 day, 8:21:33, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3875, top5_acc: 0.6102, loss_cls: 2.7752, loss: 2.7752, grad_norm: 4.0129 2020-07-27 10:47:48,813 - mmaction - INFO - Epoch [131][1260/3757] lr: 1.786e-02, eta: 1 day, 8:21:20, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3773, top5_acc: 0.6195, loss_cls: 2.8173, loss: 2.8173, grad_norm: 4.1224 2020-07-27 10:48:00,135 - mmaction - INFO - Epoch [131][1280/3757] lr: 1.786e-02, eta: 1 day, 8:21:07, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4047, top5_acc: 0.6289, loss_cls: 2.8098, loss: 2.8098, grad_norm: 4.1562 2020-07-27 10:48:11,467 - mmaction - INFO - Epoch [131][1300/3757] lr: 1.786e-02, eta: 1 day, 8:20:54, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3805, top5_acc: 0.6258, loss_cls: 2.7845, loss: 2.7845, grad_norm: 4.1008 2020-07-27 10:48:23,117 - mmaction - INFO - Epoch [131][1320/3757] lr: 1.786e-02, eta: 1 day, 8:20:41, time: 0.583, data_time: 0.017, memory: 5232, top1_acc: 0.3906, top5_acc: 0.6289, loss_cls: 2.7630, loss: 2.7630, grad_norm: 4.0579 2020-07-27 10:48:34,519 - mmaction - INFO - Epoch [131][1340/3757] lr: 1.786e-02, eta: 1 day, 8:20:28, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3906, top5_acc: 0.6352, loss_cls: 2.7459, loss: 2.7459, grad_norm: 4.2616 2020-07-27 10:48:45,981 - mmaction - INFO - Epoch [131][1360/3757] lr: 1.786e-02, eta: 1 day, 8:20:15, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3781, top5_acc: 0.6141, loss_cls: 2.8309, loss: 2.8309, grad_norm: 4.1474 2020-07-27 10:48:57,347 - mmaction - INFO - Epoch [131][1380/3757] lr: 1.786e-02, eta: 1 day, 8:20:02, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3922, top5_acc: 0.6305, loss_cls: 2.7892, loss: 2.7892, grad_norm: 4.2480 2020-07-27 10:49:08,769 - mmaction - INFO - Epoch [131][1400/3757] lr: 1.786e-02, eta: 1 day, 8:19:49, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3969, top5_acc: 0.6172, loss_cls: 2.7536, loss: 2.7536, grad_norm: 4.2035 2020-07-27 10:49:20,412 - mmaction - INFO - Epoch [131][1420/3757] lr: 1.786e-02, eta: 1 day, 8:19:36, time: 0.583, data_time: 0.014, memory: 5232, top1_acc: 0.3672, top5_acc: 0.6141, loss_cls: 2.8389, loss: 2.8389, grad_norm: 4.2657 2020-07-27 10:49:31,839 - mmaction - INFO - Epoch [131][1440/3757] lr: 1.786e-02, eta: 1 day, 8:19:23, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3852, top5_acc: 0.6344, loss_cls: 2.7456, loss: 2.7456, grad_norm: 4.1394 2020-07-27 10:49:43,330 - mmaction - INFO - Epoch [131][1460/3757] lr: 1.786e-02, eta: 1 day, 8:19:10, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3969, top5_acc: 0.6367, loss_cls: 2.7300, loss: 2.7300, grad_norm: 4.0856 2020-07-27 10:49:54,835 - mmaction - INFO - Epoch [131][1480/3757] lr: 1.786e-02, eta: 1 day, 8:18:57, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3688, top5_acc: 0.6172, loss_cls: 2.8685, loss: 2.8685, grad_norm: 4.1583 2020-07-27 10:50:06,307 - mmaction - INFO - Epoch [131][1500/3757] lr: 1.786e-02, eta: 1 day, 8:18:44, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.4008, top5_acc: 0.6336, loss_cls: 2.7465, loss: 2.7465, grad_norm: 4.1344 2020-07-27 10:50:17,730 - mmaction - INFO - Epoch [131][1520/3757] lr: 1.786e-02, eta: 1 day, 8:18:31, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3984, top5_acc: 0.6305, loss_cls: 2.8263, loss: 2.8263, grad_norm: 4.1975 2020-07-27 10:50:29,291 - mmaction - INFO - Epoch [131][1540/3757] lr: 1.786e-02, eta: 1 day, 8:18:18, time: 0.578, data_time: 0.009, memory: 5232, top1_acc: 0.3992, top5_acc: 0.6414, loss_cls: 2.7208, loss: 2.7208, grad_norm: 4.2230 2020-07-27 10:50:40,697 - mmaction - INFO - Epoch [131][1560/3757] lr: 1.786e-02, eta: 1 day, 8:18:05, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3961, top5_acc: 0.6492, loss_cls: 2.7847, loss: 2.7847, grad_norm: 4.2251 2020-07-27 10:50:52,169 - mmaction - INFO - Epoch [131][1580/3757] lr: 1.786e-02, eta: 1 day, 8:17:52, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3773, top5_acc: 0.6344, loss_cls: 2.7610, loss: 2.7610, grad_norm: 4.1381 2020-07-27 10:51:03,626 - mmaction - INFO - Epoch [131][1600/3757] lr: 1.786e-02, eta: 1 day, 8:17:39, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3812, top5_acc: 0.6094, loss_cls: 2.8754, loss: 2.8754, grad_norm: 4.2023 2020-07-27 10:51:15,058 - mmaction - INFO - Epoch [131][1620/3757] lr: 1.786e-02, eta: 1 day, 8:17:26, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3969, top5_acc: 0.6172, loss_cls: 2.7891, loss: 2.7891, grad_norm: 4.0572 2020-07-27 10:51:26,599 - mmaction - INFO - Epoch [131][1640/3757] lr: 1.786e-02, eta: 1 day, 8:17:13, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3703, top5_acc: 0.6102, loss_cls: 2.8535, loss: 2.8535, grad_norm: 4.1927 2020-07-27 10:51:38,035 - mmaction - INFO - Epoch [131][1660/3757] lr: 1.786e-02, eta: 1 day, 8:17:00, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3953, top5_acc: 0.6203, loss_cls: 2.7754, loss: 2.7754, grad_norm: 4.0135 2020-07-27 10:51:49,526 - mmaction - INFO - Epoch [131][1680/3757] lr: 1.786e-02, eta: 1 day, 8:16:47, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.3867, top5_acc: 0.6328, loss_cls: 2.7952, loss: 2.7952, grad_norm: 4.1763 2020-07-27 10:52:00,903 - mmaction - INFO - Epoch [131][1700/3757] lr: 1.786e-02, eta: 1 day, 8:16:34, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.4016, top5_acc: 0.6336, loss_cls: 2.7581, loss: 2.7581, grad_norm: 4.1011 2020-07-27 10:52:12,354 - mmaction - INFO - Epoch [131][1720/3757] lr: 1.786e-02, eta: 1 day, 8:16:21, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3875, top5_acc: 0.6062, loss_cls: 2.8391, loss: 2.8391, grad_norm: 4.1526 2020-07-27 10:52:23,682 - mmaction - INFO - Epoch [131][1740/3757] lr: 1.786e-02, eta: 1 day, 8:16:08, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3914, top5_acc: 0.6172, loss_cls: 2.8020, loss: 2.8020, grad_norm: 4.1106 2020-07-27 10:52:35,145 - mmaction - INFO - Epoch [131][1760/3757] lr: 1.786e-02, eta: 1 day, 8:15:55, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3820, top5_acc: 0.6227, loss_cls: 2.8128, loss: 2.8128, grad_norm: 4.0516 2020-07-27 10:52:46,555 - mmaction - INFO - Epoch [131][1780/3757] lr: 1.786e-02, eta: 1 day, 8:15:41, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3992, top5_acc: 0.6367, loss_cls: 2.7288, loss: 2.7288, grad_norm: 4.1261 2020-07-27 10:52:57,948 - mmaction - INFO - Epoch [131][1800/3757] lr: 1.786e-02, eta: 1 day, 8:15:28, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3977, top5_acc: 0.6547, loss_cls: 2.7021, loss: 2.7021, grad_norm: 4.2316 2020-07-27 10:53:09,322 - mmaction - INFO - Epoch [131][1820/3757] lr: 1.786e-02, eta: 1 day, 8:15:15, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3711, top5_acc: 0.6344, loss_cls: 2.8165, loss: 2.8165, grad_norm: 4.3672 2020-07-27 10:53:20,823 - mmaction - INFO - Epoch [131][1840/3757] lr: 1.786e-02, eta: 1 day, 8:15:02, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3992, top5_acc: 0.6484, loss_cls: 2.7138, loss: 2.7138, grad_norm: 4.2415 2020-07-27 10:53:32,096 - mmaction - INFO - Epoch [131][1860/3757] lr: 1.786e-02, eta: 1 day, 8:14:49, time: 0.563, data_time: 0.001, memory: 5232, top1_acc: 0.3617, top5_acc: 0.6031, loss_cls: 2.8723, loss: 2.8723, grad_norm: 4.3541 2020-07-27 10:53:43,516 - mmaction - INFO - Epoch [131][1880/3757] lr: 1.786e-02, eta: 1 day, 8:14:36, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.3898, top5_acc: 0.6188, loss_cls: 2.7869, loss: 2.7869, grad_norm: 4.2351 2020-07-27 10:53:54,904 - mmaction - INFO - Epoch [131][1900/3757] lr: 1.786e-02, eta: 1 day, 8:14:23, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3789, top5_acc: 0.6297, loss_cls: 2.8103, loss: 2.8103, grad_norm: 4.1260 2020-07-27 10:54:06,352 - mmaction - INFO - Epoch [131][1920/3757] lr: 1.786e-02, eta: 1 day, 8:14:10, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.3859, top5_acc: 0.6336, loss_cls: 2.7873, loss: 2.7873, grad_norm: 4.2598 2020-07-27 10:54:17,804 - mmaction - INFO - Epoch [131][1940/3757] lr: 1.786e-02, eta: 1 day, 8:13:57, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3961, top5_acc: 0.6172, loss_cls: 2.7821, loss: 2.7821, grad_norm: 4.1454 2020-07-27 10:54:29,197 - mmaction - INFO - Epoch [131][1960/3757] lr: 1.786e-02, eta: 1 day, 8:13:44, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3883, top5_acc: 0.6266, loss_cls: 2.7917, loss: 2.7917, grad_norm: 4.1740 2020-07-27 10:54:40,552 - mmaction - INFO - Epoch [131][1980/3757] lr: 1.786e-02, eta: 1 day, 8:13:31, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3781, top5_acc: 0.6125, loss_cls: 2.8319, loss: 2.8319, grad_norm: 4.3420 2020-07-27 10:54:51,931 - mmaction - INFO - Epoch [131][2000/3757] lr: 1.786e-02, eta: 1 day, 8:13:18, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3891, top5_acc: 0.6352, loss_cls: 2.8192, loss: 2.8192, grad_norm: 4.1806 2020-07-27 10:55:03,432 - mmaction - INFO - Epoch [131][2020/3757] lr: 1.786e-02, eta: 1 day, 8:13:05, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3695, top5_acc: 0.6219, loss_cls: 2.8590, loss: 2.8590, grad_norm: 4.2076 2020-07-27 10:55:14,872 - mmaction - INFO - Epoch [131][2040/3757] lr: 1.786e-02, eta: 1 day, 8:12:52, time: 0.572, data_time: 0.001, memory: 5232, top1_acc: 0.3930, top5_acc: 0.6477, loss_cls: 2.7715, loss: 2.7715, grad_norm: 4.0609 2020-07-27 10:55:26,247 - mmaction - INFO - Epoch [131][2060/3757] lr: 1.786e-02, eta: 1 day, 8:12:39, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3781, top5_acc: 0.6336, loss_cls: 2.8479, loss: 2.8479, grad_norm: 4.2775 2020-07-27 10:55:37,641 - mmaction - INFO - Epoch [131][2080/3757] lr: 1.786e-02, eta: 1 day, 8:12:26, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3523, top5_acc: 0.6156, loss_cls: 2.9004, loss: 2.9004, grad_norm: 4.2341 2020-07-27 10:55:49,047 - mmaction - INFO - Epoch [131][2100/3757] lr: 1.786e-02, eta: 1 day, 8:12:13, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3695, top5_acc: 0.6172, loss_cls: 2.8506, loss: 2.8506, grad_norm: 4.1285 2020-07-27 10:56:00,427 - mmaction - INFO - Epoch [131][2120/3757] lr: 1.786e-02, eta: 1 day, 8:12:00, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3758, top5_acc: 0.6406, loss_cls: 2.7280, loss: 2.7280, grad_norm: 4.2249 2020-07-27 10:56:11,909 - mmaction - INFO - Epoch [131][2140/3757] lr: 1.786e-02, eta: 1 day, 8:11:47, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3984, top5_acc: 0.6406, loss_cls: 2.7444, loss: 2.7444, grad_norm: 4.1806 2020-07-27 10:56:23,317 - mmaction - INFO - Epoch [131][2160/3757] lr: 1.786e-02, eta: 1 day, 8:11:34, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3922, top5_acc: 0.6586, loss_cls: 2.6658, loss: 2.6658, grad_norm: 4.1948 2020-07-27 10:56:34,773 - mmaction - INFO - Epoch [131][2180/3757] lr: 1.786e-02, eta: 1 day, 8:11:21, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.3758, top5_acc: 0.6125, loss_cls: 2.8768, loss: 2.8768, grad_norm: 4.2997 2020-07-27 10:56:46,257 - mmaction - INFO - Epoch [131][2200/3757] lr: 1.786e-02, eta: 1 day, 8:11:08, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3773, top5_acc: 0.6203, loss_cls: 2.8130, loss: 2.8130, grad_norm: 4.1910 2020-07-27 10:56:57,602 - mmaction - INFO - Epoch [131][2220/3757] lr: 1.786e-02, eta: 1 day, 8:10:55, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3734, top5_acc: 0.6109, loss_cls: 2.8641, loss: 2.8641, grad_norm: 4.2210 2020-07-27 10:57:09,029 - mmaction - INFO - Epoch [131][2240/3757] lr: 1.786e-02, eta: 1 day, 8:10:42, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.3617, top5_acc: 0.6258, loss_cls: 2.8449, loss: 2.8449, grad_norm: 4.0915 2020-07-27 10:57:20,497 - mmaction - INFO - Epoch [131][2260/3757] lr: 1.786e-02, eta: 1 day, 8:10:29, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3961, top5_acc: 0.6266, loss_cls: 2.8395, loss: 2.8395, grad_norm: 4.2222 2020-07-27 10:57:31,845 - mmaction - INFO - Epoch [131][2280/3757] lr: 1.786e-02, eta: 1 day, 8:10:16, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3906, top5_acc: 0.6320, loss_cls: 2.7574, loss: 2.7574, grad_norm: 3.9352 2020-07-27 10:57:43,381 - mmaction - INFO - Epoch [131][2300/3757] lr: 1.786e-02, eta: 1 day, 8:10:03, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3828, top5_acc: 0.6328, loss_cls: 2.7974, loss: 2.7974, grad_norm: 4.1955 2020-07-27 10:57:54,807 - mmaction - INFO - Epoch [131][2320/3757] lr: 1.786e-02, eta: 1 day, 8:09:50, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3937, top5_acc: 0.6328, loss_cls: 2.8327, loss: 2.8327, grad_norm: 4.1564 2020-07-27 10:58:06,154 - mmaction - INFO - Epoch [131][2340/3757] lr: 1.786e-02, eta: 1 day, 8:09:36, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3844, top5_acc: 0.6359, loss_cls: 2.8002, loss: 2.8002, grad_norm: 4.1750 2020-07-27 10:58:17,713 - mmaction - INFO - Epoch [131][2360/3757] lr: 1.786e-02, eta: 1 day, 8:09:24, time: 0.578, data_time: 0.007, memory: 5232, top1_acc: 0.3820, top5_acc: 0.6391, loss_cls: 2.7814, loss: 2.7814, grad_norm: 4.2396 2020-07-27 10:58:29,141 - mmaction - INFO - Epoch [131][2380/3757] lr: 1.786e-02, eta: 1 day, 8:09:10, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4000, top5_acc: 0.6398, loss_cls: 2.6705, loss: 2.6705, grad_norm: 4.1277 2020-07-27 10:58:40,610 - mmaction - INFO - Epoch [131][2400/3757] lr: 1.786e-02, eta: 1 day, 8:08:57, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3852, top5_acc: 0.6133, loss_cls: 2.8575, loss: 2.8575, grad_norm: 4.1754 2020-07-27 10:58:52,076 - mmaction - INFO - Epoch [131][2420/3757] lr: 1.786e-02, eta: 1 day, 8:08:44, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3844, top5_acc: 0.6359, loss_cls: 2.7569, loss: 2.7569, grad_norm: 4.1267 2020-07-27 10:59:03,530 - mmaction - INFO - Epoch [131][2440/3757] lr: 1.786e-02, eta: 1 day, 8:08:31, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3805, top5_acc: 0.6312, loss_cls: 2.8017, loss: 2.8017, grad_norm: 4.2900 2020-07-27 10:59:14,890 - mmaction - INFO - Epoch [131][2460/3757] lr: 1.786e-02, eta: 1 day, 8:08:18, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3609, top5_acc: 0.6156, loss_cls: 2.8483, loss: 2.8483, grad_norm: 4.2832 2020-07-27 10:59:26,185 - mmaction - INFO - Epoch [131][2480/3757] lr: 1.786e-02, eta: 1 day, 8:08:05, time: 0.565, data_time: 0.002, memory: 5232, top1_acc: 0.3922, top5_acc: 0.6133, loss_cls: 2.8170, loss: 2.8170, grad_norm: 4.1239 2020-07-27 10:59:37,613 - mmaction - INFO - Epoch [131][2500/3757] lr: 1.786e-02, eta: 1 day, 8:07:52, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3930, top5_acc: 0.6352, loss_cls: 2.7488, loss: 2.7488, grad_norm: 4.0512 2020-07-27 10:59:49,164 - mmaction - INFO - Epoch [131][2520/3757] lr: 1.786e-02, eta: 1 day, 8:07:39, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3773, top5_acc: 0.5953, loss_cls: 2.8889, loss: 2.8889, grad_norm: 4.2360 2020-07-27 11:00:00,513 - mmaction - INFO - Epoch [131][2540/3757] lr: 1.786e-02, eta: 1 day, 8:07:26, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3844, top5_acc: 0.6227, loss_cls: 2.8279, loss: 2.8279, grad_norm: 4.0977 2020-07-27 11:00:17,978 - mmaction - INFO - Epoch [131][2560/3757] lr: 1.786e-02, eta: 1 day, 8:07:16, time: 0.871, data_time: 0.004, memory: 5232, top1_acc: 0.3961, top5_acc: 0.6383, loss_cls: 2.7866, loss: 2.7866, grad_norm: 4.2061 2020-07-27 11:00:29,505 - mmaction - INFO - Epoch [131][2580/3757] lr: 1.786e-02, eta: 1 day, 8:07:03, time: 0.578, data_time: 0.006, memory: 5232, top1_acc: 0.4016, top5_acc: 0.6297, loss_cls: 2.7367, loss: 2.7367, grad_norm: 4.0874 2020-07-27 11:00:40,991 - mmaction - INFO - Epoch [131][2600/3757] lr: 1.786e-02, eta: 1 day, 8:06:50, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4062, top5_acc: 0.6516, loss_cls: 2.7246, loss: 2.7246, grad_norm: 4.0823 2020-07-27 11:00:52,477 - mmaction - INFO - Epoch [131][2620/3757] lr: 1.786e-02, eta: 1 day, 8:06:37, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3984, top5_acc: 0.6586, loss_cls: 2.6995, loss: 2.6995, grad_norm: 4.2783 2020-07-27 11:01:03,828 - mmaction - INFO - Epoch [131][2640/3757] lr: 1.786e-02, eta: 1 day, 8:06:24, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3602, top5_acc: 0.6062, loss_cls: 2.8978, loss: 2.8978, grad_norm: 4.2753 2020-07-27 11:01:15,281 - mmaction - INFO - Epoch [131][2660/3757] lr: 1.786e-02, eta: 1 day, 8:06:11, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.3742, top5_acc: 0.6234, loss_cls: 2.8447, loss: 2.8447, grad_norm: 4.2577 2020-07-27 11:01:26,590 - mmaction - INFO - Epoch [131][2680/3757] lr: 1.786e-02, eta: 1 day, 8:05:58, time: 0.565, data_time: 0.002, memory: 5232, top1_acc: 0.3984, top5_acc: 0.6570, loss_cls: 2.6744, loss: 2.6744, grad_norm: 4.1945 2020-07-27 11:01:38,013 - mmaction - INFO - Epoch [131][2700/3757] lr: 1.786e-02, eta: 1 day, 8:05:45, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3914, top5_acc: 0.6359, loss_cls: 2.8000, loss: 2.8000, grad_norm: 4.2508 2020-07-27 11:01:49,626 - mmaction - INFO - Epoch [131][2720/3757] lr: 1.786e-02, eta: 1 day, 8:05:32, time: 0.581, data_time: 0.003, memory: 5232, top1_acc: 0.4039, top5_acc: 0.6352, loss_cls: 2.7851, loss: 2.7851, grad_norm: 4.1263 2020-07-27 11:02:00,977 - mmaction - INFO - Epoch [131][2740/3757] lr: 1.786e-02, eta: 1 day, 8:05:19, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4102, top5_acc: 0.6414, loss_cls: 2.6830, loss: 2.6830, grad_norm: 4.2157 2020-07-27 11:02:12,365 - mmaction - INFO - Epoch [131][2760/3757] lr: 1.786e-02, eta: 1 day, 8:05:06, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4031, top5_acc: 0.6406, loss_cls: 2.7009, loss: 2.7009, grad_norm: 4.2914 2020-07-27 11:02:23,845 - mmaction - INFO - Epoch [131][2780/3757] lr: 1.786e-02, eta: 1 day, 8:04:53, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.3594, top5_acc: 0.6086, loss_cls: 2.8753, loss: 2.8753, grad_norm: 4.3397 2020-07-27 11:02:35,139 - mmaction - INFO - Epoch [131][2800/3757] lr: 1.786e-02, eta: 1 day, 8:04:40, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.3750, top5_acc: 0.6352, loss_cls: 2.8251, loss: 2.8251, grad_norm: 4.2950 2020-07-27 11:02:46,556 - mmaction - INFO - Epoch [131][2820/3757] lr: 1.786e-02, eta: 1 day, 8:04:27, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3883, top5_acc: 0.6164, loss_cls: 2.8487, loss: 2.8487, grad_norm: 4.3147 2020-07-27 11:02:57,996 - mmaction - INFO - Epoch [131][2840/3757] lr: 1.786e-02, eta: 1 day, 8:04:14, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3633, top5_acc: 0.6258, loss_cls: 2.8451, loss: 2.8451, grad_norm: 4.1896 2020-07-27 11:03:09,405 - mmaction - INFO - Epoch [131][2860/3757] lr: 1.786e-02, eta: 1 day, 8:04:01, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3820, top5_acc: 0.6312, loss_cls: 2.7782, loss: 2.7782, grad_norm: 4.1887 2020-07-27 11:03:21,000 - mmaction - INFO - Epoch [131][2880/3757] lr: 1.786e-02, eta: 1 day, 8:03:48, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.3789, top5_acc: 0.6266, loss_cls: 2.8463, loss: 2.8463, grad_norm: 4.2691 2020-07-27 11:03:32,343 - mmaction - INFO - Epoch [131][2900/3757] lr: 1.786e-02, eta: 1 day, 8:03:35, time: 0.568, data_time: 0.001, memory: 5232, top1_acc: 0.3578, top5_acc: 0.6133, loss_cls: 2.8682, loss: 2.8682, grad_norm: 4.1350 2020-07-27 11:03:43,809 - mmaction - INFO - Epoch [131][2920/3757] lr: 1.786e-02, eta: 1 day, 8:03:22, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.3828, top5_acc: 0.6531, loss_cls: 2.7201, loss: 2.7201, grad_norm: 4.0854 2020-07-27 11:03:55,259 - mmaction - INFO - Epoch [131][2940/3757] lr: 1.786e-02, eta: 1 day, 8:03:09, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3945, top5_acc: 0.6406, loss_cls: 2.7317, loss: 2.7317, grad_norm: 4.0907 2020-07-27 11:04:06,607 - mmaction - INFO - Epoch [131][2960/3757] lr: 1.786e-02, eta: 1 day, 8:02:56, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3664, top5_acc: 0.6023, loss_cls: 2.8673, loss: 2.8673, grad_norm: 4.2181 2020-07-27 11:04:18,117 - mmaction - INFO - Epoch [131][2980/3757] lr: 1.786e-02, eta: 1 day, 8:02:43, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3789, top5_acc: 0.6211, loss_cls: 2.8241, loss: 2.8241, grad_norm: 4.1260 2020-07-27 11:04:29,596 - mmaction - INFO - Epoch [131][3000/3757] lr: 1.786e-02, eta: 1 day, 8:02:30, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.3648, top5_acc: 0.6062, loss_cls: 2.8785, loss: 2.8785, grad_norm: 4.1157 2020-07-27 11:04:41,028 - mmaction - INFO - Epoch [131][3020/3757] lr: 1.786e-02, eta: 1 day, 8:02:17, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3820, top5_acc: 0.6211, loss_cls: 2.8181, loss: 2.8181, grad_norm: 4.1348 2020-07-27 11:04:52,506 - mmaction - INFO - Epoch [131][3040/3757] lr: 1.786e-02, eta: 1 day, 8:02:04, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3883, top5_acc: 0.6391, loss_cls: 2.7450, loss: 2.7450, grad_norm: 4.1049 2020-07-27 11:05:03,999 - mmaction - INFO - Epoch [131][3060/3757] lr: 1.786e-02, eta: 1 day, 8:01:51, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3836, top5_acc: 0.6219, loss_cls: 2.7786, loss: 2.7786, grad_norm: 4.1777 2020-07-27 11:05:15,388 - mmaction - INFO - Epoch [131][3080/3757] lr: 1.786e-02, eta: 1 day, 8:01:38, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.3734, top5_acc: 0.6406, loss_cls: 2.8430, loss: 2.8430, grad_norm: 4.3473 2020-07-27 11:05:26,695 - mmaction - INFO - Epoch [131][3100/3757] lr: 1.786e-02, eta: 1 day, 8:01:25, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3586, top5_acc: 0.6102, loss_cls: 2.9172, loss: 2.9172, grad_norm: 4.3191 2020-07-27 11:05:38,099 - mmaction - INFO - Epoch [131][3120/3757] lr: 1.786e-02, eta: 1 day, 8:01:12, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3805, top5_acc: 0.6297, loss_cls: 2.7844, loss: 2.7844, grad_norm: 4.1786 2020-07-27 11:05:49,604 - mmaction - INFO - Epoch [131][3140/3757] lr: 1.786e-02, eta: 1 day, 8:00:59, time: 0.575, data_time: 0.002, memory: 5232, top1_acc: 0.3680, top5_acc: 0.6445, loss_cls: 2.7604, loss: 2.7604, grad_norm: 4.2787 2020-07-27 11:06:01,038 - mmaction - INFO - Epoch [131][3160/3757] lr: 1.786e-02, eta: 1 day, 8:00:46, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3656, top5_acc: 0.6117, loss_cls: 2.8529, loss: 2.8529, grad_norm: 4.2573 2020-07-27 11:06:12,449 - mmaction - INFO - Epoch [131][3180/3757] lr: 1.786e-02, eta: 1 day, 8:00:33, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3789, top5_acc: 0.6359, loss_cls: 2.7586, loss: 2.7586, grad_norm: 4.2720 2020-07-27 11:06:23,917 - mmaction - INFO - Epoch [131][3200/3757] lr: 1.786e-02, eta: 1 day, 8:00:20, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3750, top5_acc: 0.6430, loss_cls: 2.7990, loss: 2.7990, grad_norm: 4.3158 2020-07-27 11:06:35,506 - mmaction - INFO - Epoch [131][3220/3757] lr: 1.786e-02, eta: 1 day, 8:00:07, time: 0.579, data_time: 0.014, memory: 5232, top1_acc: 0.3727, top5_acc: 0.6195, loss_cls: 2.9075, loss: 2.9075, grad_norm: 4.2964 2020-07-27 11:06:46,943 - mmaction - INFO - Epoch [131][3240/3757] lr: 1.786e-02, eta: 1 day, 7:59:54, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.3883, top5_acc: 0.6297, loss_cls: 2.7647, loss: 2.7647, grad_norm: 4.1070 2020-07-27 11:06:58,231 - mmaction - INFO - Epoch [131][3260/3757] lr: 1.786e-02, eta: 1 day, 7:59:41, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.4023, top5_acc: 0.6258, loss_cls: 2.7365, loss: 2.7365, grad_norm: 4.1329 2020-07-27 11:07:09,636 - mmaction - INFO - Epoch [131][3280/3757] lr: 1.786e-02, eta: 1 day, 7:59:28, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.3750, top5_acc: 0.6312, loss_cls: 2.7455, loss: 2.7455, grad_norm: 4.3357 2020-07-27 11:07:20,969 - mmaction - INFO - Epoch [131][3300/3757] lr: 1.786e-02, eta: 1 day, 7:59:15, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3891, top5_acc: 0.6320, loss_cls: 2.7988, loss: 2.7988, grad_norm: 4.2759 2020-07-27 11:07:32,370 - mmaction - INFO - Epoch [131][3320/3757] lr: 1.786e-02, eta: 1 day, 7:59:02, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.3898, top5_acc: 0.6453, loss_cls: 2.7614, loss: 2.7614, grad_norm: 4.2155 2020-07-27 11:07:43,884 - mmaction - INFO - Epoch [131][3340/3757] lr: 1.786e-02, eta: 1 day, 7:58:49, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3734, top5_acc: 0.6211, loss_cls: 2.8237, loss: 2.8237, grad_norm: 4.1570 2020-07-27 11:07:55,406 - mmaction - INFO - Epoch [131][3360/3757] lr: 1.786e-02, eta: 1 day, 7:58:36, time: 0.575, data_time: 0.014, memory: 5232, top1_acc: 0.3594, top5_acc: 0.6078, loss_cls: 2.8844, loss: 2.8844, grad_norm: 4.2752 2020-07-27 11:08:06,838 - mmaction - INFO - Epoch [131][3380/3757] lr: 1.786e-02, eta: 1 day, 7:58:23, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.3734, top5_acc: 0.6164, loss_cls: 2.8238, loss: 2.8238, grad_norm: 4.3217 2020-07-27 11:08:18,259 - mmaction - INFO - Epoch [131][3400/3757] lr: 1.786e-02, eta: 1 day, 7:58:10, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3812, top5_acc: 0.6336, loss_cls: 2.7859, loss: 2.7859, grad_norm: 4.1515 2020-07-27 11:08:29,687 - mmaction - INFO - Epoch [131][3420/3757] lr: 1.786e-02, eta: 1 day, 7:57:57, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3625, top5_acc: 0.6055, loss_cls: 2.8709, loss: 2.8709, grad_norm: 4.2714 2020-07-27 11:08:41,174 - mmaction - INFO - Epoch [131][3440/3757] lr: 1.786e-02, eta: 1 day, 7:57:44, time: 0.574, data_time: 0.005, memory: 5232, top1_acc: 0.3805, top5_acc: 0.6281, loss_cls: 2.7770, loss: 2.7770, grad_norm: 4.0193 2020-07-27 11:08:52,627 - mmaction - INFO - Epoch [131][3460/3757] lr: 1.786e-02, eta: 1 day, 7:57:31, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3688, top5_acc: 0.6117, loss_cls: 2.8455, loss: 2.8455, grad_norm: 4.2200 2020-07-27 11:09:04,108 - mmaction - INFO - Epoch [131][3480/3757] lr: 1.786e-02, eta: 1 day, 7:57:18, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3695, top5_acc: 0.6266, loss_cls: 2.7830, loss: 2.7830, grad_norm: 4.2676 2020-07-27 11:09:15,550 - mmaction - INFO - Epoch [131][3500/3757] lr: 1.786e-02, eta: 1 day, 7:57:05, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3766, top5_acc: 0.6180, loss_cls: 2.8373, loss: 2.8373, grad_norm: 4.3056 2020-07-27 11:09:27,102 - mmaction - INFO - Epoch [131][3520/3757] lr: 1.786e-02, eta: 1 day, 7:56:52, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3719, top5_acc: 0.6117, loss_cls: 2.8994, loss: 2.8994, grad_norm: 4.3711 2020-07-27 11:09:38,555 - mmaction - INFO - Epoch [131][3540/3757] lr: 1.786e-02, eta: 1 day, 7:56:39, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3664, top5_acc: 0.6312, loss_cls: 2.8401, loss: 2.8401, grad_norm: 4.2367 2020-07-27 11:09:50,101 - mmaction - INFO - Epoch [131][3560/3757] lr: 1.786e-02, eta: 1 day, 7:56:26, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3719, top5_acc: 0.6219, loss_cls: 2.7967, loss: 2.7967, grad_norm: 4.2917 2020-07-27 11:10:01,516 - mmaction - INFO - Epoch [131][3580/3757] lr: 1.786e-02, eta: 1 day, 7:56:13, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3711, top5_acc: 0.6227, loss_cls: 2.8354, loss: 2.8354, grad_norm: 4.2673 2020-07-27 11:10:12,870 - mmaction - INFO - Epoch [131][3600/3757] lr: 1.786e-02, eta: 1 day, 7:56:00, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.3781, top5_acc: 0.6320, loss_cls: 2.7691, loss: 2.7691, grad_norm: 4.2762 2020-07-27 11:10:24,289 - mmaction - INFO - Epoch [131][3620/3757] lr: 1.786e-02, eta: 1 day, 7:55:47, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3836, top5_acc: 0.6281, loss_cls: 2.7681, loss: 2.7681, grad_norm: 4.1880 2020-07-27 11:10:36,046 - mmaction - INFO - Epoch [131][3640/3757] lr: 1.786e-02, eta: 1 day, 7:55:34, time: 0.588, data_time: 0.022, memory: 5232, top1_acc: 0.3781, top5_acc: 0.6383, loss_cls: 2.7834, loss: 2.7834, grad_norm: 4.3684 2020-07-27 11:10:47,517 - mmaction - INFO - Epoch [131][3660/3757] lr: 1.786e-02, eta: 1 day, 7:55:21, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3766, top5_acc: 0.6352, loss_cls: 2.8433, loss: 2.8433, grad_norm: 4.3503 2020-07-27 11:10:58,926 - mmaction - INFO - Epoch [131][3680/3757] lr: 1.786e-02, eta: 1 day, 7:55:08, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3961, top5_acc: 0.6523, loss_cls: 2.7511, loss: 2.7511, grad_norm: 4.2433 2020-07-27 11:11:10,309 - mmaction - INFO - Epoch [131][3700/3757] lr: 1.786e-02, eta: 1 day, 7:54:55, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3719, top5_acc: 0.5969, loss_cls: 2.8821, loss: 2.8821, grad_norm: 4.2323 2020-07-27 11:11:21,628 - mmaction - INFO - Epoch [131][3720/3757] lr: 1.786e-02, eta: 1 day, 7:54:42, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3766, top5_acc: 0.6234, loss_cls: 2.7973, loss: 2.7973, grad_norm: 4.2217 2020-07-27 11:11:33,013 - mmaction - INFO - Epoch [131][3740/3757] lr: 1.786e-02, eta: 1 day, 7:54:29, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3898, top5_acc: 0.6531, loss_cls: 2.7253, loss: 2.7253, grad_norm: 4.2684 2020-07-27 11:14:39,881 - mmaction - INFO - Epoch [132][20/3757] lr: 1.720e-02, eta: 1 day, 7:55:21, time: 8.533, data_time: 7.843, memory: 5232, top1_acc: 0.4047, top5_acc: 0.6547, loss_cls: 2.7076, loss: 2.7076, grad_norm: 4.1464 2020-07-27 11:14:51,227 - mmaction - INFO - Epoch [132][40/3757] lr: 1.720e-02, eta: 1 day, 7:55:08, time: 0.567, data_time: 0.001, memory: 5232, top1_acc: 0.3750, top5_acc: 0.6305, loss_cls: 2.7761, loss: 2.7761, grad_norm: 4.1464 2020-07-27 11:15:02,757 - mmaction - INFO - Epoch [132][60/3757] lr: 1.720e-02, eta: 1 day, 7:54:55, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3844, top5_acc: 0.6281, loss_cls: 2.7859, loss: 2.7859, grad_norm: 4.3254 2020-07-27 11:15:14,043 - mmaction - INFO - Epoch [132][80/3757] lr: 1.720e-02, eta: 1 day, 7:54:42, time: 0.564, data_time: 0.004, memory: 5232, top1_acc: 0.3930, top5_acc: 0.6234, loss_cls: 2.7880, loss: 2.7880, grad_norm: 4.2818 2020-07-27 11:15:25,473 - mmaction - INFO - Epoch [132][100/3757] lr: 1.720e-02, eta: 1 day, 7:54:29, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3766, top5_acc: 0.6227, loss_cls: 2.8111, loss: 2.8111, grad_norm: 4.2605 2020-07-27 11:15:36,821 - mmaction - INFO - Epoch [132][120/3757] lr: 1.720e-02, eta: 1 day, 7:54:16, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3680, top5_acc: 0.6062, loss_cls: 2.8709, loss: 2.8709, grad_norm: 4.2466 2020-07-27 11:15:48,615 - mmaction - INFO - Epoch [132][140/3757] lr: 1.720e-02, eta: 1 day, 7:54:03, time: 0.590, data_time: 0.017, memory: 5232, top1_acc: 0.3906, top5_acc: 0.6289, loss_cls: 2.7853, loss: 2.7853, grad_norm: 4.1301 2020-07-27 11:16:00,319 - mmaction - INFO - Epoch [132][160/3757] lr: 1.720e-02, eta: 1 day, 7:53:50, time: 0.585, data_time: 0.026, memory: 5232, top1_acc: 0.3805, top5_acc: 0.6305, loss_cls: 2.8187, loss: 2.8187, grad_norm: 4.2566 2020-07-27 11:16:11,954 - mmaction - INFO - Epoch [132][180/3757] lr: 1.720e-02, eta: 1 day, 7:53:37, time: 0.581, data_time: 0.019, memory: 5232, top1_acc: 0.3789, top5_acc: 0.6250, loss_cls: 2.7779, loss: 2.7779, grad_norm: 4.1949 2020-07-27 11:16:23,722 - mmaction - INFO - Epoch [132][200/3757] lr: 1.720e-02, eta: 1 day, 7:53:24, time: 0.588, data_time: 0.025, memory: 5232, top1_acc: 0.3852, top5_acc: 0.6156, loss_cls: 2.8634, loss: 2.8634, grad_norm: 4.1617 2020-07-27 11:16:35,554 - mmaction - INFO - Epoch [132][220/3757] lr: 1.720e-02, eta: 1 day, 7:53:11, time: 0.592, data_time: 0.015, memory: 5232, top1_acc: 0.3937, top5_acc: 0.6266, loss_cls: 2.7111, loss: 2.7111, grad_norm: 4.0607 2020-07-27 11:16:47,819 - mmaction - INFO - Epoch [132][240/3757] lr: 1.720e-02, eta: 1 day, 7:52:59, time: 0.613, data_time: 0.026, memory: 5232, top1_acc: 0.3984, top5_acc: 0.6422, loss_cls: 2.7586, loss: 2.7586, grad_norm: 4.1154 2020-07-27 11:16:59,194 - mmaction - INFO - Epoch [132][260/3757] lr: 1.720e-02, eta: 1 day, 7:52:46, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.3625, top5_acc: 0.5914, loss_cls: 2.9105, loss: 2.9105, grad_norm: 4.3368 2020-07-27 11:17:10,858 - mmaction - INFO - Epoch [132][280/3757] lr: 1.720e-02, eta: 1 day, 7:52:33, time: 0.584, data_time: 0.015, memory: 5232, top1_acc: 0.4195, top5_acc: 0.6406, loss_cls: 2.6492, loss: 2.6492, grad_norm: 4.1260 2020-07-27 11:17:22,274 - mmaction - INFO - Epoch [132][300/3757] lr: 1.720e-02, eta: 1 day, 7:52:20, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3937, top5_acc: 0.6258, loss_cls: 2.8579, loss: 2.8579, grad_norm: 4.2755 2020-07-27 11:17:33,661 - mmaction - INFO - Epoch [132][320/3757] lr: 1.720e-02, eta: 1 day, 7:52:07, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3852, top5_acc: 0.6336, loss_cls: 2.8086, loss: 2.8086, grad_norm: 4.2576 2020-07-27 11:17:45,096 - mmaction - INFO - Epoch [132][340/3757] lr: 1.720e-02, eta: 1 day, 7:51:54, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4078, top5_acc: 0.6414, loss_cls: 2.7274, loss: 2.7274, grad_norm: 4.1877 2020-07-27 11:17:56,575 - mmaction - INFO - Epoch [132][360/3757] lr: 1.720e-02, eta: 1 day, 7:51:41, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3875, top5_acc: 0.6469, loss_cls: 2.7931, loss: 2.7931, grad_norm: 4.2593 2020-07-27 11:18:07,916 - mmaction - INFO - Epoch [132][380/3757] lr: 1.720e-02, eta: 1 day, 7:51:28, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3805, top5_acc: 0.6328, loss_cls: 2.7438, loss: 2.7438, grad_norm: 4.3391 2020-07-27 11:18:19,374 - mmaction - INFO - Epoch [132][400/3757] lr: 1.720e-02, eta: 1 day, 7:51:15, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.3875, top5_acc: 0.6367, loss_cls: 2.7422, loss: 2.7422, grad_norm: 4.3373 2020-07-27 11:18:30,804 - mmaction - INFO - Epoch [132][420/3757] lr: 1.720e-02, eta: 1 day, 7:51:01, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4016, top5_acc: 0.6344, loss_cls: 2.7449, loss: 2.7449, grad_norm: 4.1729 2020-07-27 11:18:42,154 - mmaction - INFO - Epoch [132][440/3757] lr: 1.720e-02, eta: 1 day, 7:50:48, time: 0.568, data_time: 0.005, memory: 5232, top1_acc: 0.4117, top5_acc: 0.6453, loss_cls: 2.7032, loss: 2.7032, grad_norm: 4.1376 2020-07-27 11:18:53,703 - mmaction - INFO - Epoch [132][460/3757] lr: 1.720e-02, eta: 1 day, 7:50:35, time: 0.578, data_time: 0.004, memory: 5232, top1_acc: 0.3695, top5_acc: 0.6227, loss_cls: 2.8075, loss: 2.8075, grad_norm: 4.3672 2020-07-27 11:19:05,187 - mmaction - INFO - Epoch [132][480/3757] lr: 1.720e-02, eta: 1 day, 7:50:22, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.3914, top5_acc: 0.6469, loss_cls: 2.7227, loss: 2.7227, grad_norm: 4.2092 2020-07-27 11:19:16,543 - mmaction - INFO - Epoch [132][500/3757] lr: 1.720e-02, eta: 1 day, 7:50:09, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3805, top5_acc: 0.6141, loss_cls: 2.8317, loss: 2.8317, grad_norm: 4.1795 2020-07-27 11:19:27,867 - mmaction - INFO - Epoch [132][520/3757] lr: 1.720e-02, eta: 1 day, 7:49:56, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4164, top5_acc: 0.6516, loss_cls: 2.6489, loss: 2.6489, grad_norm: 4.2007 2020-07-27 11:19:39,323 - mmaction - INFO - Epoch [132][540/3757] lr: 1.720e-02, eta: 1 day, 7:49:43, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3898, top5_acc: 0.6234, loss_cls: 2.7584, loss: 2.7584, grad_norm: 4.2311 2020-07-27 11:19:50,773 - mmaction - INFO - Epoch [132][560/3757] lr: 1.720e-02, eta: 1 day, 7:49:30, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.3961, top5_acc: 0.6414, loss_cls: 2.7637, loss: 2.7637, grad_norm: 4.2824 2020-07-27 11:20:02,343 - mmaction - INFO - Epoch [132][580/3757] lr: 1.720e-02, eta: 1 day, 7:49:17, time: 0.578, data_time: 0.009, memory: 5232, top1_acc: 0.3758, top5_acc: 0.6344, loss_cls: 2.7801, loss: 2.7801, grad_norm: 4.2853 2020-07-27 11:20:13,722 - mmaction - INFO - Epoch [132][600/3757] lr: 1.720e-02, eta: 1 day, 7:49:04, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.3805, top5_acc: 0.6250, loss_cls: 2.7853, loss: 2.7853, grad_norm: 4.2218 2020-07-27 11:20:25,149 - mmaction - INFO - Epoch [132][620/3757] lr: 1.720e-02, eta: 1 day, 7:48:51, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3734, top5_acc: 0.6023, loss_cls: 2.8733, loss: 2.8733, grad_norm: 4.2951 2020-07-27 11:20:36,575 - mmaction - INFO - Epoch [132][640/3757] lr: 1.720e-02, eta: 1 day, 7:48:38, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3945, top5_acc: 0.6461, loss_cls: 2.6931, loss: 2.6931, grad_norm: 4.0959 2020-07-27 11:20:47,986 - mmaction - INFO - Epoch [132][660/3757] lr: 1.720e-02, eta: 1 day, 7:48:25, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4039, top5_acc: 0.6422, loss_cls: 2.7087, loss: 2.7087, grad_norm: 4.1585 2020-07-27 11:20:59,338 - mmaction - INFO - Epoch [132][680/3757] lr: 1.720e-02, eta: 1 day, 7:48:12, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.3727, top5_acc: 0.6281, loss_cls: 2.7769, loss: 2.7769, grad_norm: 4.2406 2020-07-27 11:21:10,747 - mmaction - INFO - Epoch [132][700/3757] lr: 1.720e-02, eta: 1 day, 7:47:59, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3672, top5_acc: 0.6117, loss_cls: 2.8335, loss: 2.8335, grad_norm: 4.4017 2020-07-27 11:21:22,161 - mmaction - INFO - Epoch [132][720/3757] lr: 1.720e-02, eta: 1 day, 7:47:46, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3805, top5_acc: 0.6273, loss_cls: 2.8059, loss: 2.8059, grad_norm: 4.1493 2020-07-27 11:21:33,558 - mmaction - INFO - Epoch [132][740/3757] lr: 1.720e-02, eta: 1 day, 7:47:33, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3883, top5_acc: 0.6445, loss_cls: 2.6995, loss: 2.6995, grad_norm: 4.2015 2020-07-27 11:21:44,969 - mmaction - INFO - Epoch [132][760/3757] lr: 1.720e-02, eta: 1 day, 7:47:20, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3789, top5_acc: 0.6211, loss_cls: 2.8316, loss: 2.8316, grad_norm: 4.3768 2020-07-27 11:21:56,374 - mmaction - INFO - Epoch [132][780/3757] lr: 1.720e-02, eta: 1 day, 7:47:07, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3828, top5_acc: 0.6070, loss_cls: 2.8363, loss: 2.8363, grad_norm: 4.2374 2020-07-27 11:22:07,888 - mmaction - INFO - Epoch [132][800/3757] lr: 1.720e-02, eta: 1 day, 7:46:54, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4086, top5_acc: 0.6406, loss_cls: 2.6936, loss: 2.6936, grad_norm: 4.0751 2020-07-27 11:22:19,254 - mmaction - INFO - Epoch [132][820/3757] lr: 1.720e-02, eta: 1 day, 7:46:41, time: 0.568, data_time: 0.001, memory: 5232, top1_acc: 0.3742, top5_acc: 0.6250, loss_cls: 2.8171, loss: 2.8171, grad_norm: 4.2630 2020-07-27 11:22:30,783 - mmaction - INFO - Epoch [132][840/3757] lr: 1.720e-02, eta: 1 day, 7:46:28, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3961, top5_acc: 0.6273, loss_cls: 2.7846, loss: 2.7846, grad_norm: 4.2976 2020-07-27 11:22:42,131 - mmaction - INFO - Epoch [132][860/3757] lr: 1.720e-02, eta: 1 day, 7:46:15, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.3805, top5_acc: 0.6141, loss_cls: 2.8131, loss: 2.8131, grad_norm: 4.2097 2020-07-27 11:22:53,590 - mmaction - INFO - Epoch [132][880/3757] lr: 1.720e-02, eta: 1 day, 7:46:02, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3930, top5_acc: 0.6336, loss_cls: 2.7720, loss: 2.7720, grad_norm: 4.2967 2020-07-27 11:23:05,006 - mmaction - INFO - Epoch [132][900/3757] lr: 1.720e-02, eta: 1 day, 7:45:49, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3812, top5_acc: 0.6188, loss_cls: 2.8590, loss: 2.8590, grad_norm: 4.3628 2020-07-27 11:23:16,510 - mmaction - INFO - Epoch [132][920/3757] lr: 1.720e-02, eta: 1 day, 7:45:36, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3734, top5_acc: 0.6164, loss_cls: 2.8416, loss: 2.8416, grad_norm: 4.2705 2020-07-27 11:23:27,953 - mmaction - INFO - Epoch [132][940/3757] lr: 1.720e-02, eta: 1 day, 7:45:23, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3945, top5_acc: 0.6391, loss_cls: 2.7226, loss: 2.7226, grad_norm: 4.3645 2020-07-27 11:23:39,271 - mmaction - INFO - Epoch [132][960/3757] lr: 1.720e-02, eta: 1 day, 7:45:10, time: 0.565, data_time: 0.002, memory: 5232, top1_acc: 0.3742, top5_acc: 0.6258, loss_cls: 2.8720, loss: 2.8720, grad_norm: 4.4144 2020-07-27 11:23:50,753 - mmaction - INFO - Epoch [132][980/3757] lr: 1.720e-02, eta: 1 day, 7:44:57, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3977, top5_acc: 0.6234, loss_cls: 2.7652, loss: 2.7652, grad_norm: 4.2131 2020-07-27 11:24:02,120 - mmaction - INFO - Epoch [132][1000/3757] lr: 1.720e-02, eta: 1 day, 7:44:44, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3789, top5_acc: 0.6133, loss_cls: 2.9300, loss: 2.9300, grad_norm: 4.3017 2020-07-27 11:24:13,470 - mmaction - INFO - Epoch [132][1020/3757] lr: 1.720e-02, eta: 1 day, 7:44:31, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3961, top5_acc: 0.6469, loss_cls: 2.7401, loss: 2.7401, grad_norm: 4.1654 2020-07-27 11:24:25,028 - mmaction - INFO - Epoch [132][1040/3757] lr: 1.720e-02, eta: 1 day, 7:44:18, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3766, top5_acc: 0.6203, loss_cls: 2.8726, loss: 2.8726, grad_norm: 4.3107 2020-07-27 11:24:36,592 - mmaction - INFO - Epoch [132][1060/3757] lr: 1.720e-02, eta: 1 day, 7:44:05, time: 0.578, data_time: 0.002, memory: 5232, top1_acc: 0.4102, top5_acc: 0.6570, loss_cls: 2.6721, loss: 2.6721, grad_norm: 4.0770 2020-07-27 11:24:48,049 - mmaction - INFO - Epoch [132][1080/3757] lr: 1.720e-02, eta: 1 day, 7:43:52, time: 0.572, data_time: 0.006, memory: 5232, top1_acc: 0.3937, top5_acc: 0.6305, loss_cls: 2.7903, loss: 2.7903, grad_norm: 4.3109 2020-07-27 11:24:59,418 - mmaction - INFO - Epoch [132][1100/3757] lr: 1.720e-02, eta: 1 day, 7:43:39, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3844, top5_acc: 0.6242, loss_cls: 2.7954, loss: 2.7954, grad_norm: 4.3239 2020-07-27 11:25:10,855 - mmaction - INFO - Epoch [132][1120/3757] lr: 1.720e-02, eta: 1 day, 7:43:26, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.3969, top5_acc: 0.6594, loss_cls: 2.6423, loss: 2.6423, grad_norm: 4.1676 2020-07-27 11:25:22,350 - mmaction - INFO - Epoch [132][1140/3757] lr: 1.720e-02, eta: 1 day, 7:43:13, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.3914, top5_acc: 0.6391, loss_cls: 2.7811, loss: 2.7811, grad_norm: 4.2156 2020-07-27 11:25:33,815 - mmaction - INFO - Epoch [132][1160/3757] lr: 1.720e-02, eta: 1 day, 7:43:00, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3844, top5_acc: 0.6250, loss_cls: 2.8056, loss: 2.8056, grad_norm: 4.2707 2020-07-27 11:25:45,205 - mmaction - INFO - Epoch [132][1180/3757] lr: 1.720e-02, eta: 1 day, 7:42:47, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3633, top5_acc: 0.6109, loss_cls: 2.8937, loss: 2.8937, grad_norm: 4.4427 2020-07-27 11:25:56,648 - mmaction - INFO - Epoch [132][1200/3757] lr: 1.720e-02, eta: 1 day, 7:42:34, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.3727, top5_acc: 0.6297, loss_cls: 2.8544, loss: 2.8544, grad_norm: 4.2195 2020-07-27 11:26:08,143 - mmaction - INFO - Epoch [132][1220/3757] lr: 1.720e-02, eta: 1 day, 7:42:21, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.3742, top5_acc: 0.6242, loss_cls: 2.8069, loss: 2.8069, grad_norm: 4.2058 2020-07-27 11:26:19,570 - mmaction - INFO - Epoch [132][1240/3757] lr: 1.720e-02, eta: 1 day, 7:42:08, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3836, top5_acc: 0.6391, loss_cls: 2.7585, loss: 2.7585, grad_norm: 4.2477 2020-07-27 11:26:30,958 - mmaction - INFO - Epoch [132][1260/3757] lr: 1.720e-02, eta: 1 day, 7:41:55, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3875, top5_acc: 0.6320, loss_cls: 2.7900, loss: 2.7900, grad_norm: 4.2359 2020-07-27 11:26:42,460 - mmaction - INFO - Epoch [132][1280/3757] lr: 1.720e-02, eta: 1 day, 7:41:42, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4031, top5_acc: 0.6234, loss_cls: 2.7441, loss: 2.7441, grad_norm: 4.1182 2020-07-27 11:26:53,944 - mmaction - INFO - Epoch [132][1300/3757] lr: 1.720e-02, eta: 1 day, 7:41:29, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3984, top5_acc: 0.6336, loss_cls: 2.7586, loss: 2.7586, grad_norm: 4.0891 2020-07-27 11:27:05,297 - mmaction - INFO - Epoch [132][1320/3757] lr: 1.720e-02, eta: 1 day, 7:41:16, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4195, top5_acc: 0.6445, loss_cls: 2.6907, loss: 2.6907, grad_norm: 4.2415 2020-07-27 11:27:16,744 - mmaction - INFO - Epoch [132][1340/3757] lr: 1.720e-02, eta: 1 day, 7:41:03, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3969, top5_acc: 0.6305, loss_cls: 2.7938, loss: 2.7938, grad_norm: 4.3727 2020-07-27 11:27:28,449 - mmaction - INFO - Epoch [132][1360/3757] lr: 1.720e-02, eta: 1 day, 7:40:50, time: 0.585, data_time: 0.020, memory: 5232, top1_acc: 0.3750, top5_acc: 0.6180, loss_cls: 2.8254, loss: 2.8254, grad_norm: 4.2932 2020-07-27 11:27:39,847 - mmaction - INFO - Epoch [132][1380/3757] lr: 1.720e-02, eta: 1 day, 7:40:37, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3727, top5_acc: 0.6141, loss_cls: 2.8496, loss: 2.8496, grad_norm: 4.1259 2020-07-27 11:27:51,352 - mmaction - INFO - Epoch [132][1400/3757] lr: 1.720e-02, eta: 1 day, 7:40:24, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4094, top5_acc: 0.6633, loss_cls: 2.6353, loss: 2.6353, grad_norm: 4.1581 2020-07-27 11:28:02,754 - mmaction - INFO - Epoch [132][1420/3757] lr: 1.720e-02, eta: 1 day, 7:40:11, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3828, top5_acc: 0.6273, loss_cls: 2.8190, loss: 2.8190, grad_norm: 4.3012 2020-07-27 11:28:14,228 - mmaction - INFO - Epoch [132][1440/3757] lr: 1.720e-02, eta: 1 day, 7:39:58, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.3758, top5_acc: 0.6227, loss_cls: 2.8454, loss: 2.8454, grad_norm: 4.3228 2020-07-27 11:28:25,642 - mmaction - INFO - Epoch [132][1460/3757] lr: 1.720e-02, eta: 1 day, 7:39:45, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.3867, top5_acc: 0.6398, loss_cls: 2.7606, loss: 2.7606, grad_norm: 4.1846 2020-07-27 11:28:37,106 - mmaction - INFO - Epoch [132][1480/3757] lr: 1.720e-02, eta: 1 day, 7:39:32, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3758, top5_acc: 0.6211, loss_cls: 2.7979, loss: 2.7979, grad_norm: 4.3400 2020-07-27 11:28:48,581 - mmaction - INFO - Epoch [132][1500/3757] lr: 1.720e-02, eta: 1 day, 7:39:19, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3961, top5_acc: 0.6156, loss_cls: 2.8438, loss: 2.8438, grad_norm: 4.2512 2020-07-27 11:29:00,007 - mmaction - INFO - Epoch [132][1520/3757] lr: 1.720e-02, eta: 1 day, 7:39:06, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3789, top5_acc: 0.6164, loss_cls: 2.8383, loss: 2.8383, grad_norm: 4.1975 2020-07-27 11:29:11,422 - mmaction - INFO - Epoch [132][1540/3757] lr: 1.720e-02, eta: 1 day, 7:38:53, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.3961, top5_acc: 0.6461, loss_cls: 2.7475, loss: 2.7475, grad_norm: 4.1710 2020-07-27 11:29:22,833 - mmaction - INFO - Epoch [132][1560/3757] lr: 1.720e-02, eta: 1 day, 7:38:40, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4102, top5_acc: 0.6461, loss_cls: 2.7046, loss: 2.7046, grad_norm: 4.1614 2020-07-27 11:29:34,262 - mmaction - INFO - Epoch [132][1580/3757] lr: 1.720e-02, eta: 1 day, 7:38:27, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4078, top5_acc: 0.6523, loss_cls: 2.6884, loss: 2.6884, grad_norm: 4.2527 2020-07-27 11:29:45,780 - mmaction - INFO - Epoch [132][1600/3757] lr: 1.720e-02, eta: 1 day, 7:38:14, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3859, top5_acc: 0.6648, loss_cls: 2.7381, loss: 2.7381, grad_norm: 4.3113 2020-07-27 11:29:57,102 - mmaction - INFO - Epoch [132][1620/3757] lr: 1.720e-02, eta: 1 day, 7:38:01, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3977, top5_acc: 0.6320, loss_cls: 2.7522, loss: 2.7522, grad_norm: 4.2326 2020-07-27 11:30:08,807 - mmaction - INFO - Epoch [132][1640/3757] lr: 1.720e-02, eta: 1 day, 7:37:48, time: 0.584, data_time: 0.025, memory: 5232, top1_acc: 0.4172, top5_acc: 0.6680, loss_cls: 2.6182, loss: 2.6182, grad_norm: 4.1270 2020-07-27 11:30:20,227 - mmaction - INFO - Epoch [132][1660/3757] lr: 1.720e-02, eta: 1 day, 7:37:35, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3742, top5_acc: 0.6141, loss_cls: 2.8543, loss: 2.8543, grad_norm: 4.2807 2020-07-27 11:30:31,599 - mmaction - INFO - Epoch [132][1680/3757] lr: 1.720e-02, eta: 1 day, 7:37:22, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3937, top5_acc: 0.6273, loss_cls: 2.7801, loss: 2.7801, grad_norm: 4.2542 2020-07-27 11:30:43,019 - mmaction - INFO - Epoch [132][1700/3757] lr: 1.720e-02, eta: 1 day, 7:37:09, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4117, top5_acc: 0.6477, loss_cls: 2.6718, loss: 2.6718, grad_norm: 4.2423 2020-07-27 11:30:54,406 - mmaction - INFO - Epoch [132][1720/3757] lr: 1.720e-02, eta: 1 day, 7:36:56, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3664, top5_acc: 0.6328, loss_cls: 2.8389, loss: 2.8389, grad_norm: 4.3560 2020-07-27 11:31:08,351 - mmaction - INFO - Epoch [132][1740/3757] lr: 1.720e-02, eta: 1 day, 7:36:44, time: 0.697, data_time: 0.061, memory: 5232, top1_acc: 0.3867, top5_acc: 0.6133, loss_cls: 2.8852, loss: 2.8852, grad_norm: 4.3227 2020-07-27 11:31:19,695 - mmaction - INFO - Epoch [132][1760/3757] lr: 1.720e-02, eta: 1 day, 7:36:31, time: 0.568, data_time: 0.001, memory: 5232, top1_acc: 0.3828, top5_acc: 0.6461, loss_cls: 2.6827, loss: 2.6827, grad_norm: 4.2063 2020-07-27 11:31:32,566 - mmaction - INFO - Epoch [132][1780/3757] lr: 1.720e-02, eta: 1 day, 7:36:19, time: 0.643, data_time: 0.003, memory: 5232, top1_acc: 0.3875, top5_acc: 0.6094, loss_cls: 2.8381, loss: 2.8381, grad_norm: 4.1713 2020-07-27 11:31:45,450 - mmaction - INFO - Epoch [132][1800/3757] lr: 1.720e-02, eta: 1 day, 7:36:06, time: 0.645, data_time: 0.003, memory: 5232, top1_acc: 0.3719, top5_acc: 0.6156, loss_cls: 2.8944, loss: 2.8944, grad_norm: 4.2533 2020-07-27 11:31:56,847 - mmaction - INFO - Epoch [132][1820/3757] lr: 1.720e-02, eta: 1 day, 7:35:53, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3961, top5_acc: 0.6430, loss_cls: 2.7401, loss: 2.7401, grad_norm: 4.1579 2020-07-27 11:32:08,331 - mmaction - INFO - Epoch [132][1840/3757] lr: 1.720e-02, eta: 1 day, 7:35:40, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3750, top5_acc: 0.6344, loss_cls: 2.7442, loss: 2.7442, grad_norm: 4.1955 2020-07-27 11:32:19,695 - mmaction - INFO - Epoch [132][1860/3757] lr: 1.720e-02, eta: 1 day, 7:35:27, time: 0.568, data_time: 0.001, memory: 5232, top1_acc: 0.4055, top5_acc: 0.6469, loss_cls: 2.6974, loss: 2.6974, grad_norm: 4.1834 2020-07-27 11:32:32,166 - mmaction - INFO - Epoch [132][1880/3757] lr: 1.720e-02, eta: 1 day, 7:35:15, time: 0.624, data_time: 0.003, memory: 5232, top1_acc: 0.3805, top5_acc: 0.6359, loss_cls: 2.7514, loss: 2.7514, grad_norm: 4.3017 2020-07-27 11:32:45,232 - mmaction - INFO - Epoch [132][1900/3757] lr: 1.720e-02, eta: 1 day, 7:35:03, time: 0.653, data_time: 0.003, memory: 5232, top1_acc: 0.3555, top5_acc: 0.6164, loss_cls: 2.9451, loss: 2.9451, grad_norm: 4.3360 2020-07-27 11:32:56,678 - mmaction - INFO - Epoch [132][1920/3757] lr: 1.720e-02, eta: 1 day, 7:34:50, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3789, top5_acc: 0.6195, loss_cls: 2.7688, loss: 2.7688, grad_norm: 4.1484 2020-07-27 11:33:08,054 - mmaction - INFO - Epoch [132][1940/3757] lr: 1.720e-02, eta: 1 day, 7:34:37, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4391, top5_acc: 0.6742, loss_cls: 2.5495, loss: 2.5495, grad_norm: 3.9423 2020-07-27 11:33:19,514 - mmaction - INFO - Epoch [132][1960/3757] lr: 1.720e-02, eta: 1 day, 7:34:24, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.4141, top5_acc: 0.6383, loss_cls: 2.6654, loss: 2.6654, grad_norm: 4.2271 2020-07-27 11:33:30,974 - mmaction - INFO - Epoch [132][1980/3757] lr: 1.720e-02, eta: 1 day, 7:34:11, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3758, top5_acc: 0.6258, loss_cls: 2.8359, loss: 2.8359, grad_norm: 4.3875 2020-07-27 11:33:42,437 - mmaction - INFO - Epoch [132][2000/3757] lr: 1.720e-02, eta: 1 day, 7:33:58, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3953, top5_acc: 0.6430, loss_cls: 2.7482, loss: 2.7482, grad_norm: 4.3533 2020-07-27 11:33:54,062 - mmaction - INFO - Epoch [132][2020/3757] lr: 1.720e-02, eta: 1 day, 7:33:45, time: 0.581, data_time: 0.014, memory: 5232, top1_acc: 0.3781, top5_acc: 0.6336, loss_cls: 2.8108, loss: 2.8108, grad_norm: 4.2087 2020-07-27 11:34:05,535 - mmaction - INFO - Epoch [132][2040/3757] lr: 1.720e-02, eta: 1 day, 7:33:32, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.3797, top5_acc: 0.6164, loss_cls: 2.8380, loss: 2.8380, grad_norm: 4.3008 2020-07-27 11:34:17,388 - mmaction - INFO - Epoch [132][2060/3757] lr: 1.720e-02, eta: 1 day, 7:33:19, time: 0.593, data_time: 0.018, memory: 5232, top1_acc: 0.3969, top5_acc: 0.6383, loss_cls: 2.7123, loss: 2.7123, grad_norm: 4.1982 2020-07-27 11:34:29,240 - mmaction - INFO - Epoch [132][2080/3757] lr: 1.720e-02, eta: 1 day, 7:33:06, time: 0.592, data_time: 0.025, memory: 5232, top1_acc: 0.3617, top5_acc: 0.6227, loss_cls: 2.8316, loss: 2.8316, grad_norm: 4.3951 2020-07-27 11:34:40,946 - mmaction - INFO - Epoch [132][2100/3757] lr: 1.720e-02, eta: 1 day, 7:32:53, time: 0.585, data_time: 0.017, memory: 5232, top1_acc: 0.3719, top5_acc: 0.6414, loss_cls: 2.7729, loss: 2.7729, grad_norm: 4.2875 2020-07-27 11:34:52,750 - mmaction - INFO - Epoch [132][2120/3757] lr: 1.720e-02, eta: 1 day, 7:32:40, time: 0.591, data_time: 0.025, memory: 5232, top1_acc: 0.3992, top5_acc: 0.6352, loss_cls: 2.7398, loss: 2.7398, grad_norm: 4.1229 2020-07-27 11:35:04,560 - mmaction - INFO - Epoch [132][2140/3757] lr: 1.720e-02, eta: 1 day, 7:32:28, time: 0.590, data_time: 0.018, memory: 5232, top1_acc: 0.4102, top5_acc: 0.6547, loss_cls: 2.7147, loss: 2.7147, grad_norm: 4.1919 2020-07-27 11:35:16,496 - mmaction - INFO - Epoch [132][2160/3757] lr: 1.720e-02, eta: 1 day, 7:32:15, time: 0.597, data_time: 0.025, memory: 5232, top1_acc: 0.3883, top5_acc: 0.6195, loss_cls: 2.8387, loss: 2.8387, grad_norm: 4.2876 2020-07-27 11:35:28,204 - mmaction - INFO - Epoch [132][2180/3757] lr: 1.720e-02, eta: 1 day, 7:32:02, time: 0.586, data_time: 0.016, memory: 5232, top1_acc: 0.3641, top5_acc: 0.6188, loss_cls: 2.8364, loss: 2.8364, grad_norm: 4.2709 2020-07-27 11:35:39,635 - mmaction - INFO - Epoch [132][2200/3757] lr: 1.720e-02, eta: 1 day, 7:31:49, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3875, top5_acc: 0.6203, loss_cls: 2.8349, loss: 2.8349, grad_norm: 4.2216 2020-07-27 11:35:51,134 - mmaction - INFO - Epoch [132][2220/3757] lr: 1.720e-02, eta: 1 day, 7:31:36, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3844, top5_acc: 0.6258, loss_cls: 2.7951, loss: 2.7951, grad_norm: 4.2554 2020-07-27 11:36:02,591 - mmaction - INFO - Epoch [132][2240/3757] lr: 1.720e-02, eta: 1 day, 7:31:23, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4055, top5_acc: 0.6352, loss_cls: 2.7640, loss: 2.7640, grad_norm: 4.1998 2020-07-27 11:36:14,047 - mmaction - INFO - Epoch [132][2260/3757] lr: 1.720e-02, eta: 1 day, 7:31:10, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3695, top5_acc: 0.6352, loss_cls: 2.8331, loss: 2.8331, grad_norm: 4.3794 2020-07-27 11:36:25,498 - mmaction - INFO - Epoch [132][2280/3757] lr: 1.720e-02, eta: 1 day, 7:30:57, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3922, top5_acc: 0.6422, loss_cls: 2.8131, loss: 2.8131, grad_norm: 4.1339 2020-07-27 11:36:37,007 - mmaction - INFO - Epoch [132][2300/3757] lr: 1.720e-02, eta: 1 day, 7:30:44, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4078, top5_acc: 0.6508, loss_cls: 2.6524, loss: 2.6524, grad_norm: 4.2349 2020-07-27 11:36:48,429 - mmaction - INFO - Epoch [132][2320/3757] lr: 1.720e-02, eta: 1 day, 7:30:31, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3922, top5_acc: 0.6273, loss_cls: 2.7613, loss: 2.7613, grad_norm: 4.2452 2020-07-27 11:37:00,012 - mmaction - INFO - Epoch [132][2340/3757] lr: 1.720e-02, eta: 1 day, 7:30:18, time: 0.579, data_time: 0.015, memory: 5232, top1_acc: 0.4164, top5_acc: 0.6453, loss_cls: 2.7006, loss: 2.7006, grad_norm: 4.3245 2020-07-27 11:37:11,492 - mmaction - INFO - Epoch [132][2360/3757] lr: 1.720e-02, eta: 1 day, 7:30:05, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3648, top5_acc: 0.6000, loss_cls: 2.9136, loss: 2.9136, grad_norm: 4.3296 2020-07-27 11:37:22,893 - mmaction - INFO - Epoch [132][2380/3757] lr: 1.720e-02, eta: 1 day, 7:29:52, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3766, top5_acc: 0.6211, loss_cls: 2.8381, loss: 2.8381, grad_norm: 4.1064 2020-07-27 11:37:34,302 - mmaction - INFO - Epoch [132][2400/3757] lr: 1.720e-02, eta: 1 day, 7:29:39, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3820, top5_acc: 0.6039, loss_cls: 2.8317, loss: 2.8317, grad_norm: 4.2323 2020-07-27 11:37:45,761 - mmaction - INFO - Epoch [132][2420/3757] lr: 1.720e-02, eta: 1 day, 7:29:26, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3937, top5_acc: 0.6359, loss_cls: 2.7209, loss: 2.7209, grad_norm: 4.2222 2020-07-27 11:37:57,204 - mmaction - INFO - Epoch [132][2440/3757] lr: 1.720e-02, eta: 1 day, 7:29:13, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3867, top5_acc: 0.6242, loss_cls: 2.8043, loss: 2.8043, grad_norm: 4.3014 2020-07-27 11:38:08,590 - mmaction - INFO - Epoch [132][2460/3757] lr: 1.720e-02, eta: 1 day, 7:29:00, time: 0.569, data_time: 0.006, memory: 5232, top1_acc: 0.3797, top5_acc: 0.6234, loss_cls: 2.8330, loss: 2.8330, grad_norm: 4.3356 2020-07-27 11:38:20,017 - mmaction - INFO - Epoch [132][2480/3757] lr: 1.720e-02, eta: 1 day, 7:28:47, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4023, top5_acc: 0.6453, loss_cls: 2.7996, loss: 2.7996, grad_norm: 4.2644 2020-07-27 11:38:31,525 - mmaction - INFO - Epoch [132][2500/3757] lr: 1.720e-02, eta: 1 day, 7:28:34, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3617, top5_acc: 0.6148, loss_cls: 2.8790, loss: 2.8790, grad_norm: 4.3344 2020-07-27 11:38:43,063 - mmaction - INFO - Epoch [132][2520/3757] lr: 1.720e-02, eta: 1 day, 7:28:21, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3750, top5_acc: 0.6469, loss_cls: 2.7500, loss: 2.7500, grad_norm: 4.3116 2020-07-27 11:38:54,503 - mmaction - INFO - Epoch [132][2540/3757] lr: 1.720e-02, eta: 1 day, 7:28:08, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3773, top5_acc: 0.6156, loss_cls: 2.8289, loss: 2.8289, grad_norm: 4.3079 2020-07-27 11:39:05,928 - mmaction - INFO - Epoch [132][2560/3757] lr: 1.720e-02, eta: 1 day, 7:27:55, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3992, top5_acc: 0.6180, loss_cls: 2.7868, loss: 2.7868, grad_norm: 4.2570 2020-07-27 11:39:17,386 - mmaction - INFO - Epoch [132][2580/3757] lr: 1.720e-02, eta: 1 day, 7:27:42, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3773, top5_acc: 0.6242, loss_cls: 2.8327, loss: 2.8327, grad_norm: 4.2280 2020-07-27 11:39:28,858 - mmaction - INFO - Epoch [132][2600/3757] lr: 1.720e-02, eta: 1 day, 7:27:29, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3875, top5_acc: 0.6359, loss_cls: 2.7824, loss: 2.7824, grad_norm: 4.2373 2020-07-27 11:39:40,253 - mmaction - INFO - Epoch [132][2620/3757] lr: 1.720e-02, eta: 1 day, 7:27:16, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3797, top5_acc: 0.6484, loss_cls: 2.7578, loss: 2.7578, grad_norm: 4.2970 2020-07-27 11:39:51,715 - mmaction - INFO - Epoch [132][2640/3757] lr: 1.720e-02, eta: 1 day, 7:27:03, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4008, top5_acc: 0.6305, loss_cls: 2.7975, loss: 2.7975, grad_norm: 4.2769 2020-07-27 11:40:03,359 - mmaction - INFO - Epoch [132][2660/3757] lr: 1.720e-02, eta: 1 day, 7:26:50, time: 0.583, data_time: 0.021, memory: 5232, top1_acc: 0.3453, top5_acc: 0.6016, loss_cls: 2.9465, loss: 2.9465, grad_norm: 4.3230 2020-07-27 11:40:14,757 - mmaction - INFO - Epoch [132][2680/3757] lr: 1.720e-02, eta: 1 day, 7:26:37, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3789, top5_acc: 0.6375, loss_cls: 2.7990, loss: 2.7990, grad_norm: 4.3098 2020-07-27 11:40:26,100 - mmaction - INFO - Epoch [132][2700/3757] lr: 1.720e-02, eta: 1 day, 7:26:24, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.3859, top5_acc: 0.6188, loss_cls: 2.8416, loss: 2.8416, grad_norm: 4.3510 2020-07-27 11:40:37,579 - mmaction - INFO - Epoch [132][2720/3757] lr: 1.720e-02, eta: 1 day, 7:26:11, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.4086, top5_acc: 0.6312, loss_cls: 2.7350, loss: 2.7350, grad_norm: 4.1148 2020-07-27 11:40:49,175 - mmaction - INFO - Epoch [132][2740/3757] lr: 1.720e-02, eta: 1 day, 7:25:58, time: 0.580, data_time: 0.003, memory: 5232, top1_acc: 0.3922, top5_acc: 0.6297, loss_cls: 2.8091, loss: 2.8091, grad_norm: 4.2977 2020-07-27 11:41:00,682 - mmaction - INFO - Epoch [132][2760/3757] lr: 1.720e-02, eta: 1 day, 7:25:45, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3898, top5_acc: 0.6312, loss_cls: 2.7910, loss: 2.7910, grad_norm: 4.3115 2020-07-27 11:41:12,118 - mmaction - INFO - Epoch [132][2780/3757] lr: 1.720e-02, eta: 1 day, 7:25:32, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3664, top5_acc: 0.5992, loss_cls: 2.8900, loss: 2.8900, grad_norm: 4.3373 2020-07-27 11:41:23,562 - mmaction - INFO - Epoch [132][2800/3757] lr: 1.720e-02, eta: 1 day, 7:25:19, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3867, top5_acc: 0.6164, loss_cls: 2.8630, loss: 2.8630, grad_norm: 4.3135 2020-07-27 11:41:35,035 - mmaction - INFO - Epoch [132][2820/3757] lr: 1.720e-02, eta: 1 day, 7:25:06, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3961, top5_acc: 0.6602, loss_cls: 2.6979, loss: 2.6979, grad_norm: 4.2111 2020-07-27 11:41:46,484 - mmaction - INFO - Epoch [132][2840/3757] lr: 1.720e-02, eta: 1 day, 7:24:53, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3664, top5_acc: 0.6141, loss_cls: 2.8987, loss: 2.8987, grad_norm: 4.3546 2020-07-27 11:41:57,955 - mmaction - INFO - Epoch [132][2860/3757] lr: 1.720e-02, eta: 1 day, 7:24:40, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.3969, top5_acc: 0.6375, loss_cls: 2.7498, loss: 2.7498, grad_norm: 4.2857 2020-07-27 11:42:09,385 - mmaction - INFO - Epoch [132][2880/3757] lr: 1.720e-02, eta: 1 day, 7:24:27, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3922, top5_acc: 0.6258, loss_cls: 2.8376, loss: 2.8376, grad_norm: 4.2343 2020-07-27 11:42:20,769 - mmaction - INFO - Epoch [132][2900/3757] lr: 1.720e-02, eta: 1 day, 7:24:14, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3867, top5_acc: 0.6211, loss_cls: 2.7853, loss: 2.7853, grad_norm: 4.2782 2020-07-27 11:42:32,170 - mmaction - INFO - Epoch [132][2920/3757] lr: 1.720e-02, eta: 1 day, 7:24:01, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3742, top5_acc: 0.6242, loss_cls: 2.8361, loss: 2.8361, grad_norm: 4.2334 2020-07-27 11:42:45,536 - mmaction - INFO - Epoch [132][2940/3757] lr: 1.720e-02, eta: 1 day, 7:23:49, time: 0.669, data_time: 0.003, memory: 5232, top1_acc: 0.3758, top5_acc: 0.6195, loss_cls: 2.8021, loss: 2.8021, grad_norm: 4.0899 2020-07-27 11:42:58,616 - mmaction - INFO - Epoch [132][2960/3757] lr: 1.720e-02, eta: 1 day, 7:23:37, time: 0.654, data_time: 0.003, memory: 5232, top1_acc: 0.3563, top5_acc: 0.6125, loss_cls: 2.8712, loss: 2.8712, grad_norm: 4.3299 2020-07-27 11:43:11,909 - mmaction - INFO - Epoch [132][2980/3757] lr: 1.720e-02, eta: 1 day, 7:23:25, time: 0.665, data_time: 0.003, memory: 5232, top1_acc: 0.3695, top5_acc: 0.6281, loss_cls: 2.8285, loss: 2.8285, grad_norm: 4.2251 2020-07-27 11:43:25,107 - mmaction - INFO - Epoch [132][3000/3757] lr: 1.720e-02, eta: 1 day, 7:23:13, time: 0.659, data_time: 0.003, memory: 5232, top1_acc: 0.3906, top5_acc: 0.6258, loss_cls: 2.7711, loss: 2.7711, grad_norm: 4.1041 2020-07-27 11:43:36,536 - mmaction - INFO - Epoch [132][3020/3757] lr: 1.720e-02, eta: 1 day, 7:23:00, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3852, top5_acc: 0.6188, loss_cls: 2.7715, loss: 2.7715, grad_norm: 4.1050 2020-07-27 11:43:48,144 - mmaction - INFO - Epoch [132][3040/3757] lr: 1.720e-02, eta: 1 day, 7:22:47, time: 0.581, data_time: 0.003, memory: 5232, top1_acc: 0.3961, top5_acc: 0.6438, loss_cls: 2.7439, loss: 2.7439, grad_norm: 4.2161 2020-07-27 11:43:59,546 - mmaction - INFO - Epoch [132][3060/3757] lr: 1.720e-02, eta: 1 day, 7:22:34, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3875, top5_acc: 0.6141, loss_cls: 2.8247, loss: 2.8247, grad_norm: 4.1642 2020-07-27 11:44:11,015 - mmaction - INFO - Epoch [132][3080/3757] lr: 1.720e-02, eta: 1 day, 7:22:21, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.3820, top5_acc: 0.6258, loss_cls: 2.7967, loss: 2.7967, grad_norm: 4.3578 2020-07-27 11:44:22,547 - mmaction - INFO - Epoch [132][3100/3757] lr: 1.720e-02, eta: 1 day, 7:22:08, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3922, top5_acc: 0.6219, loss_cls: 2.7823, loss: 2.7823, grad_norm: 4.2019 2020-07-27 11:44:34,006 - mmaction - INFO - Epoch [132][3120/3757] lr: 1.720e-02, eta: 1 day, 7:21:55, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3625, top5_acc: 0.6297, loss_cls: 2.8504, loss: 2.8504, grad_norm: 4.2085 2020-07-27 11:44:45,446 - mmaction - INFO - Epoch [132][3140/3757] lr: 1.720e-02, eta: 1 day, 7:21:42, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3945, top5_acc: 0.6609, loss_cls: 2.6874, loss: 2.6874, grad_norm: 4.1975 2020-07-27 11:44:56,928 - mmaction - INFO - Epoch [132][3160/3757] lr: 1.720e-02, eta: 1 day, 7:21:29, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3773, top5_acc: 0.6234, loss_cls: 2.7814, loss: 2.7814, grad_norm: 4.3885 2020-07-27 11:45:08,488 - mmaction - INFO - Epoch [132][3180/3757] lr: 1.720e-02, eta: 1 day, 7:21:16, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3937, top5_acc: 0.6461, loss_cls: 2.7615, loss: 2.7615, grad_norm: 4.2019 2020-07-27 11:45:20,031 - mmaction - INFO - Epoch [132][3200/3757] lr: 1.720e-02, eta: 1 day, 7:21:03, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.4062, top5_acc: 0.6492, loss_cls: 2.7198, loss: 2.7198, grad_norm: 4.2207 2020-07-27 11:45:31,478 - mmaction - INFO - Epoch [132][3220/3757] lr: 1.720e-02, eta: 1 day, 7:20:50, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3805, top5_acc: 0.6242, loss_cls: 2.8139, loss: 2.8139, grad_norm: 4.3639 2020-07-27 11:45:43,000 - mmaction - INFO - Epoch [132][3240/3757] lr: 1.720e-02, eta: 1 day, 7:20:37, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3930, top5_acc: 0.6406, loss_cls: 2.7580, loss: 2.7580, grad_norm: 4.2806 2020-07-27 11:45:54,389 - mmaction - INFO - Epoch [132][3260/3757] lr: 1.720e-02, eta: 1 day, 7:20:24, time: 0.570, data_time: 0.001, memory: 5232, top1_acc: 0.3836, top5_acc: 0.6352, loss_cls: 2.7886, loss: 2.7886, grad_norm: 4.2181 2020-07-27 11:46:05,820 - mmaction - INFO - Epoch [132][3280/3757] lr: 1.720e-02, eta: 1 day, 7:20:11, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3945, top5_acc: 0.6234, loss_cls: 2.7130, loss: 2.7130, grad_norm: 4.1737 2020-07-27 11:46:17,245 - mmaction - INFO - Epoch [132][3300/3757] lr: 1.720e-02, eta: 1 day, 7:19:58, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3961, top5_acc: 0.6336, loss_cls: 2.7507, loss: 2.7507, grad_norm: 4.1388 2020-07-27 11:46:28,644 - mmaction - INFO - Epoch [132][3320/3757] lr: 1.720e-02, eta: 1 day, 7:19:45, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3852, top5_acc: 0.6273, loss_cls: 2.7513, loss: 2.7513, grad_norm: 4.3732 2020-07-27 11:46:39,994 - mmaction - INFO - Epoch [132][3340/3757] lr: 1.720e-02, eta: 1 day, 7:19:32, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.3742, top5_acc: 0.6102, loss_cls: 2.8718, loss: 2.8718, grad_norm: 4.3897 2020-07-27 11:46:51,373 - mmaction - INFO - Epoch [132][3360/3757] lr: 1.720e-02, eta: 1 day, 7:19:19, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3883, top5_acc: 0.6422, loss_cls: 2.7138, loss: 2.7138, grad_norm: 4.2369 2020-07-27 11:47:02,821 - mmaction - INFO - Epoch [132][3380/3757] lr: 1.720e-02, eta: 1 day, 7:19:06, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3766, top5_acc: 0.6172, loss_cls: 2.8459, loss: 2.8459, grad_norm: 4.3439 2020-07-27 11:47:14,235 - mmaction - INFO - Epoch [132][3400/3757] lr: 1.720e-02, eta: 1 day, 7:18:53, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3828, top5_acc: 0.6484, loss_cls: 2.7911, loss: 2.7911, grad_norm: 4.4458 2020-07-27 11:47:25,711 - mmaction - INFO - Epoch [132][3420/3757] lr: 1.720e-02, eta: 1 day, 7:18:40, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.3859, top5_acc: 0.6445, loss_cls: 2.7477, loss: 2.7477, grad_norm: 4.1704 2020-07-27 11:47:37,081 - mmaction - INFO - Epoch [132][3440/3757] lr: 1.720e-02, eta: 1 day, 7:18:27, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3914, top5_acc: 0.6148, loss_cls: 2.8157, loss: 2.8157, grad_norm: 4.1654 2020-07-27 11:47:48,444 - mmaction - INFO - Epoch [132][3460/3757] lr: 1.720e-02, eta: 1 day, 7:18:14, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3875, top5_acc: 0.6383, loss_cls: 2.7596, loss: 2.7596, grad_norm: 4.2918 2020-07-27 11:48:00,085 - mmaction - INFO - Epoch [132][3480/3757] lr: 1.720e-02, eta: 1 day, 7:18:01, time: 0.582, data_time: 0.017, memory: 5232, top1_acc: 0.3891, top5_acc: 0.6359, loss_cls: 2.8128, loss: 2.8128, grad_norm: 4.1929 2020-07-27 11:48:11,482 - mmaction - INFO - Epoch [132][3500/3757] lr: 1.720e-02, eta: 1 day, 7:17:48, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3656, top5_acc: 0.6180, loss_cls: 2.8663, loss: 2.8663, grad_norm: 4.3819 2020-07-27 11:48:22,898 - mmaction - INFO - Epoch [132][3520/3757] lr: 1.720e-02, eta: 1 day, 7:17:35, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3789, top5_acc: 0.6109, loss_cls: 2.8545, loss: 2.8545, grad_norm: 4.2214 2020-07-27 11:48:34,417 - mmaction - INFO - Epoch [132][3540/3757] lr: 1.720e-02, eta: 1 day, 7:17:22, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3734, top5_acc: 0.6234, loss_cls: 2.8535, loss: 2.8535, grad_norm: 4.3456 2020-07-27 11:48:45,897 - mmaction - INFO - Epoch [132][3560/3757] lr: 1.720e-02, eta: 1 day, 7:17:09, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3805, top5_acc: 0.6320, loss_cls: 2.8345, loss: 2.8345, grad_norm: 4.4359 2020-07-27 11:48:57,281 - mmaction - INFO - Epoch [132][3580/3757] lr: 1.720e-02, eta: 1 day, 7:16:56, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3820, top5_acc: 0.6305, loss_cls: 2.7461, loss: 2.7461, grad_norm: 4.2486 2020-07-27 11:49:08,794 - mmaction - INFO - Epoch [132][3600/3757] lr: 1.720e-02, eta: 1 day, 7:16:43, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4125, top5_acc: 0.6492, loss_cls: 2.6803, loss: 2.6803, grad_norm: 4.2233 2020-07-27 11:49:20,206 - mmaction - INFO - Epoch [132][3620/3757] lr: 1.720e-02, eta: 1 day, 7:16:30, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3812, top5_acc: 0.6328, loss_cls: 2.7741, loss: 2.7741, grad_norm: 4.2750 2020-07-27 11:49:31,623 - mmaction - INFO - Epoch [132][3640/3757] lr: 1.720e-02, eta: 1 day, 7:16:17, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3805, top5_acc: 0.6141, loss_cls: 2.8000, loss: 2.8000, grad_norm: 4.3135 2020-07-27 11:49:43,049 - mmaction - INFO - Epoch [132][3660/3757] lr: 1.720e-02, eta: 1 day, 7:16:04, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3953, top5_acc: 0.6305, loss_cls: 2.7912, loss: 2.7912, grad_norm: 4.1369 2020-07-27 11:49:54,438 - mmaction - INFO - Epoch [132][3680/3757] lr: 1.720e-02, eta: 1 day, 7:15:51, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3766, top5_acc: 0.6195, loss_cls: 2.8574, loss: 2.8574, grad_norm: 4.2558 2020-07-27 11:50:05,788 - mmaction - INFO - Epoch [132][3700/3757] lr: 1.720e-02, eta: 1 day, 7:15:38, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3922, top5_acc: 0.6359, loss_cls: 2.7541, loss: 2.7541, grad_norm: 4.1770 2020-07-27 11:50:17,241 - mmaction - INFO - Epoch [132][3720/3757] lr: 1.720e-02, eta: 1 day, 7:15:25, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3797, top5_acc: 0.6367, loss_cls: 2.7915, loss: 2.7915, grad_norm: 4.3371 2020-07-27 11:50:28,608 - mmaction - INFO - Epoch [132][3740/3757] lr: 1.720e-02, eta: 1 day, 7:15:12, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3852, top5_acc: 0.6328, loss_cls: 2.7869, loss: 2.7869, grad_norm: 4.2346 2020-07-27 11:53:37,245 - mmaction - INFO - Epoch [133][20/3757] lr: 1.654e-02, eta: 1 day, 7:16:04, time: 8.669, data_time: 7.979, memory: 5232, top1_acc: 0.4195, top5_acc: 0.6344, loss_cls: 2.7142, loss: 2.7142, grad_norm: 4.1839 2020-07-27 11:53:48,733 - mmaction - INFO - Epoch [133][40/3757] lr: 1.654e-02, eta: 1 day, 7:15:51, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.3703, top5_acc: 0.6148, loss_cls: 2.8100, loss: 2.8100, grad_norm: 4.2527 2020-07-27 11:54:00,032 - mmaction - INFO - Epoch [133][60/3757] lr: 1.654e-02, eta: 1 day, 7:15:38, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.4203, top5_acc: 0.6531, loss_cls: 2.6370, loss: 2.6370, grad_norm: 4.1134 2020-07-27 11:54:11,372 - mmaction - INFO - Epoch [133][80/3757] lr: 1.654e-02, eta: 1 day, 7:15:24, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4109, top5_acc: 0.6539, loss_cls: 2.6441, loss: 2.6441, grad_norm: 4.2119 2020-07-27 11:54:22,719 - mmaction - INFO - Epoch [133][100/3757] lr: 1.654e-02, eta: 1 day, 7:15:11, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3883, top5_acc: 0.6461, loss_cls: 2.7222, loss: 2.7222, grad_norm: 4.2332 2020-07-27 11:54:34,043 - mmaction - INFO - Epoch [133][120/3757] lr: 1.654e-02, eta: 1 day, 7:14:58, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4055, top5_acc: 0.6359, loss_cls: 2.7016, loss: 2.7016, grad_norm: 4.3066 2020-07-27 11:54:45,472 - mmaction - INFO - Epoch [133][140/3757] lr: 1.654e-02, eta: 1 day, 7:14:45, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3758, top5_acc: 0.6344, loss_cls: 2.8083, loss: 2.8083, grad_norm: 4.3788 2020-07-27 11:54:56,809 - mmaction - INFO - Epoch [133][160/3757] lr: 1.654e-02, eta: 1 day, 7:14:32, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3719, top5_acc: 0.6039, loss_cls: 2.8827, loss: 2.8827, grad_norm: 4.3488 2020-07-27 11:55:08,184 - mmaction - INFO - Epoch [133][180/3757] lr: 1.654e-02, eta: 1 day, 7:14:19, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3875, top5_acc: 0.6211, loss_cls: 2.8257, loss: 2.8257, grad_norm: 4.2456 2020-07-27 11:55:19,557 - mmaction - INFO - Epoch [133][200/3757] lr: 1.654e-02, eta: 1 day, 7:14:06, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3812, top5_acc: 0.6242, loss_cls: 2.7939, loss: 2.7939, grad_norm: 4.2550 2020-07-27 11:55:31,306 - mmaction - INFO - Epoch [133][220/3757] lr: 1.654e-02, eta: 1 day, 7:13:53, time: 0.587, data_time: 0.021, memory: 5232, top1_acc: 0.3945, top5_acc: 0.6438, loss_cls: 2.7133, loss: 2.7133, grad_norm: 4.2306 2020-07-27 11:55:43,146 - mmaction - INFO - Epoch [133][240/3757] lr: 1.654e-02, eta: 1 day, 7:13:41, time: 0.592, data_time: 0.019, memory: 5232, top1_acc: 0.4258, top5_acc: 0.6492, loss_cls: 2.6801, loss: 2.6801, grad_norm: 4.1378 2020-07-27 11:55:54,833 - mmaction - INFO - Epoch [133][260/3757] lr: 1.654e-02, eta: 1 day, 7:13:28, time: 0.584, data_time: 0.024, memory: 5232, top1_acc: 0.3875, top5_acc: 0.6422, loss_cls: 2.7415, loss: 2.7415, grad_norm: 4.2432 2020-07-27 11:56:06,551 - mmaction - INFO - Epoch [133][280/3757] lr: 1.654e-02, eta: 1 day, 7:13:15, time: 0.586, data_time: 0.022, memory: 5232, top1_acc: 0.3797, top5_acc: 0.6328, loss_cls: 2.8194, loss: 2.8194, grad_norm: 4.3472 2020-07-27 11:56:18,407 - mmaction - INFO - Epoch [133][300/3757] lr: 1.654e-02, eta: 1 day, 7:13:02, time: 0.593, data_time: 0.026, memory: 5232, top1_acc: 0.3875, top5_acc: 0.6375, loss_cls: 2.7808, loss: 2.7808, grad_norm: 4.2294 2020-07-27 11:56:29,823 - mmaction - INFO - Epoch [133][320/3757] lr: 1.654e-02, eta: 1 day, 7:12:49, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3914, top5_acc: 0.6430, loss_cls: 2.7591, loss: 2.7591, grad_norm: 4.2989 2020-07-27 11:56:41,330 - mmaction - INFO - Epoch [133][340/3757] lr: 1.654e-02, eta: 1 day, 7:12:36, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3836, top5_acc: 0.6312, loss_cls: 2.7700, loss: 2.7700, grad_norm: 4.3091 2020-07-27 11:56:52,755 - mmaction - INFO - Epoch [133][360/3757] lr: 1.654e-02, eta: 1 day, 7:12:23, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.3875, top5_acc: 0.6297, loss_cls: 2.7486, loss: 2.7486, grad_norm: 4.3087 2020-07-27 11:57:04,132 - mmaction - INFO - Epoch [133][380/3757] lr: 1.654e-02, eta: 1 day, 7:12:10, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3820, top5_acc: 0.6438, loss_cls: 2.7747, loss: 2.7747, grad_norm: 4.3129 2020-07-27 11:57:15,519 - mmaction - INFO - Epoch [133][400/3757] lr: 1.654e-02, eta: 1 day, 7:11:57, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.4328, top5_acc: 0.6664, loss_cls: 2.5845, loss: 2.5845, grad_norm: 4.0878 2020-07-27 11:57:26,883 - mmaction - INFO - Epoch [133][420/3757] lr: 1.654e-02, eta: 1 day, 7:11:44, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.3758, top5_acc: 0.6328, loss_cls: 2.7786, loss: 2.7786, grad_norm: 4.2973 2020-07-27 11:57:38,313 - mmaction - INFO - Epoch [133][440/3757] lr: 1.654e-02, eta: 1 day, 7:11:31, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3836, top5_acc: 0.6266, loss_cls: 2.7323, loss: 2.7323, grad_norm: 4.2945 2020-07-27 11:57:49,710 - mmaction - INFO - Epoch [133][460/3757] lr: 1.654e-02, eta: 1 day, 7:11:18, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4156, top5_acc: 0.6414, loss_cls: 2.7099, loss: 2.7099, grad_norm: 4.2553 2020-07-27 11:58:01,116 - mmaction - INFO - Epoch [133][480/3757] lr: 1.654e-02, eta: 1 day, 7:11:05, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3836, top5_acc: 0.6141, loss_cls: 2.8675, loss: 2.8675, grad_norm: 4.2409 2020-07-27 11:58:12,456 - mmaction - INFO - Epoch [133][500/3757] lr: 1.654e-02, eta: 1 day, 7:10:52, time: 0.567, data_time: 0.009, memory: 5232, top1_acc: 0.3859, top5_acc: 0.6461, loss_cls: 2.7544, loss: 2.7544, grad_norm: 4.2952 2020-07-27 11:58:23,856 - mmaction - INFO - Epoch [133][520/3757] lr: 1.654e-02, eta: 1 day, 7:10:39, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3812, top5_acc: 0.6273, loss_cls: 2.7775, loss: 2.7775, grad_norm: 4.3829 2020-07-27 11:58:35,397 - mmaction - INFO - Epoch [133][540/3757] lr: 1.654e-02, eta: 1 day, 7:10:26, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3922, top5_acc: 0.6391, loss_cls: 2.7511, loss: 2.7511, grad_norm: 4.3029 2020-07-27 11:58:46,858 - mmaction - INFO - Epoch [133][560/3757] lr: 1.654e-02, eta: 1 day, 7:10:13, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3930, top5_acc: 0.6734, loss_cls: 2.6830, loss: 2.6830, grad_norm: 4.2693 2020-07-27 11:58:58,248 - mmaction - INFO - Epoch [133][580/3757] lr: 1.654e-02, eta: 1 day, 7:10:00, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3898, top5_acc: 0.6422, loss_cls: 2.6996, loss: 2.6996, grad_norm: 4.2540 2020-07-27 11:59:09,615 - mmaction - INFO - Epoch [133][600/3757] lr: 1.654e-02, eta: 1 day, 7:09:47, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4016, top5_acc: 0.6281, loss_cls: 2.7338, loss: 2.7338, grad_norm: 4.2397 2020-07-27 11:59:21,047 - mmaction - INFO - Epoch [133][620/3757] lr: 1.654e-02, eta: 1 day, 7:09:34, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3734, top5_acc: 0.6211, loss_cls: 2.7812, loss: 2.7812, grad_norm: 4.2277 2020-07-27 11:59:32,441 - mmaction - INFO - Epoch [133][640/3757] lr: 1.654e-02, eta: 1 day, 7:09:21, time: 0.570, data_time: 0.009, memory: 5232, top1_acc: 0.3922, top5_acc: 0.6258, loss_cls: 2.7744, loss: 2.7744, grad_norm: 4.2841 2020-07-27 11:59:43,992 - mmaction - INFO - Epoch [133][660/3757] lr: 1.654e-02, eta: 1 day, 7:09:08, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3969, top5_acc: 0.6273, loss_cls: 2.7811, loss: 2.7811, grad_norm: 4.3120 2020-07-27 11:59:55,427 - mmaction - INFO - Epoch [133][680/3757] lr: 1.654e-02, eta: 1 day, 7:08:55, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4000, top5_acc: 0.6445, loss_cls: 2.7186, loss: 2.7186, grad_norm: 4.2922 2020-07-27 12:00:12,736 - mmaction - INFO - Epoch [133][700/3757] lr: 1.654e-02, eta: 1 day, 7:08:45, time: 0.863, data_time: 0.013, memory: 5232, top1_acc: 0.4000, top5_acc: 0.6367, loss_cls: 2.7698, loss: 2.7698, grad_norm: 4.2073 2020-07-27 12:00:24,330 - mmaction - INFO - Epoch [133][720/3757] lr: 1.654e-02, eta: 1 day, 7:08:32, time: 0.582, data_time: 0.006, memory: 5232, top1_acc: 0.3805, top5_acc: 0.6328, loss_cls: 2.8490, loss: 2.8490, grad_norm: 4.3365 2020-07-27 12:00:35,895 - mmaction - INFO - Epoch [133][740/3757] lr: 1.654e-02, eta: 1 day, 7:08:19, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.4117, top5_acc: 0.6570, loss_cls: 2.6766, loss: 2.6766, grad_norm: 4.1393 2020-07-27 12:00:47,271 - mmaction - INFO - Epoch [133][760/3757] lr: 1.654e-02, eta: 1 day, 7:08:06, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4000, top5_acc: 0.6461, loss_cls: 2.7201, loss: 2.7201, grad_norm: 4.2074 2020-07-27 12:00:58,653 - mmaction - INFO - Epoch [133][780/3757] lr: 1.654e-02, eta: 1 day, 7:07:53, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4000, top5_acc: 0.6320, loss_cls: 2.7358, loss: 2.7358, grad_norm: 4.1189 2020-07-27 12:01:10,013 - mmaction - INFO - Epoch [133][800/3757] lr: 1.654e-02, eta: 1 day, 7:07:40, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.4023, top5_acc: 0.6156, loss_cls: 2.7976, loss: 2.7976, grad_norm: 4.2626 2020-07-27 12:01:21,420 - mmaction - INFO - Epoch [133][820/3757] lr: 1.654e-02, eta: 1 day, 7:07:27, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4070, top5_acc: 0.6578, loss_cls: 2.6898, loss: 2.6898, grad_norm: 4.2340 2020-07-27 12:01:32,764 - mmaction - INFO - Epoch [133][840/3757] lr: 1.654e-02, eta: 1 day, 7:07:14, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.3836, top5_acc: 0.6406, loss_cls: 2.7654, loss: 2.7654, grad_norm: 4.1879 2020-07-27 12:01:44,271 - mmaction - INFO - Epoch [133][860/3757] lr: 1.654e-02, eta: 1 day, 7:07:01, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3797, top5_acc: 0.6195, loss_cls: 2.8165, loss: 2.8165, grad_norm: 4.3599 2020-07-27 12:01:55,696 - mmaction - INFO - Epoch [133][880/3757] lr: 1.654e-02, eta: 1 day, 7:06:48, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.3906, top5_acc: 0.6234, loss_cls: 2.7973, loss: 2.7973, grad_norm: 4.3218 2020-07-27 12:02:07,094 - mmaction - INFO - Epoch [133][900/3757] lr: 1.654e-02, eta: 1 day, 7:06:35, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3914, top5_acc: 0.6531, loss_cls: 2.6664, loss: 2.6664, grad_norm: 4.2915 2020-07-27 12:02:18,506 - mmaction - INFO - Epoch [133][920/3757] lr: 1.654e-02, eta: 1 day, 7:06:22, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3914, top5_acc: 0.6320, loss_cls: 2.6958, loss: 2.6958, grad_norm: 4.1655 2020-07-27 12:02:29,842 - mmaction - INFO - Epoch [133][940/3757] lr: 1.654e-02, eta: 1 day, 7:06:09, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.3789, top5_acc: 0.6336, loss_cls: 2.7865, loss: 2.7865, grad_norm: 4.3135 2020-07-27 12:02:41,262 - mmaction - INFO - Epoch [133][960/3757] lr: 1.654e-02, eta: 1 day, 7:05:56, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3984, top5_acc: 0.6406, loss_cls: 2.7155, loss: 2.7155, grad_norm: 4.2234 2020-07-27 12:02:52,656 - mmaction - INFO - Epoch [133][980/3757] lr: 1.654e-02, eta: 1 day, 7:05:43, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4023, top5_acc: 0.6391, loss_cls: 2.7523, loss: 2.7523, grad_norm: 4.2130 2020-07-27 12:03:04,054 - mmaction - INFO - Epoch [133][1000/3757] lr: 1.654e-02, eta: 1 day, 7:05:30, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3922, top5_acc: 0.6289, loss_cls: 2.7687, loss: 2.7687, grad_norm: 4.3091 2020-07-27 12:03:15,451 - mmaction - INFO - Epoch [133][1020/3757] lr: 1.654e-02, eta: 1 day, 7:05:17, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3531, top5_acc: 0.6258, loss_cls: 2.8674, loss: 2.8674, grad_norm: 4.4227 2020-07-27 12:03:26,922 - mmaction - INFO - Epoch [133][1040/3757] lr: 1.654e-02, eta: 1 day, 7:05:04, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3898, top5_acc: 0.6352, loss_cls: 2.7856, loss: 2.7856, grad_norm: 4.4103 2020-07-27 12:03:38,289 - mmaction - INFO - Epoch [133][1060/3757] lr: 1.654e-02, eta: 1 day, 7:04:51, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4055, top5_acc: 0.6383, loss_cls: 2.7389, loss: 2.7389, grad_norm: 4.2367 2020-07-27 12:03:49,835 - mmaction - INFO - Epoch [133][1080/3757] lr: 1.654e-02, eta: 1 day, 7:04:38, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3781, top5_acc: 0.6414, loss_cls: 2.7409, loss: 2.7409, grad_norm: 4.3878 2020-07-27 12:04:01,244 - mmaction - INFO - Epoch [133][1100/3757] lr: 1.654e-02, eta: 1 day, 7:04:25, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3930, top5_acc: 0.6328, loss_cls: 2.7469, loss: 2.7469, grad_norm: 4.1899 2020-07-27 12:04:12,651 - mmaction - INFO - Epoch [133][1120/3757] lr: 1.654e-02, eta: 1 day, 7:04:12, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4031, top5_acc: 0.6547, loss_cls: 2.6933, loss: 2.6933, grad_norm: 4.3304 2020-07-27 12:04:24,112 - mmaction - INFO - Epoch [133][1140/3757] lr: 1.654e-02, eta: 1 day, 7:03:59, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4070, top5_acc: 0.6352, loss_cls: 2.7503, loss: 2.7503, grad_norm: 4.3406 2020-07-27 12:04:35,683 - mmaction - INFO - Epoch [133][1160/3757] lr: 1.654e-02, eta: 1 day, 7:03:46, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3703, top5_acc: 0.6227, loss_cls: 2.8228, loss: 2.8228, grad_norm: 4.3552 2020-07-27 12:04:47,133 - mmaction - INFO - Epoch [133][1180/3757] lr: 1.654e-02, eta: 1 day, 7:03:33, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.3711, top5_acc: 0.6289, loss_cls: 2.7974, loss: 2.7974, grad_norm: 4.3843 2020-07-27 12:04:58,559 - mmaction - INFO - Epoch [133][1200/3757] lr: 1.654e-02, eta: 1 day, 7:03:20, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4031, top5_acc: 0.6445, loss_cls: 2.7568, loss: 2.7568, grad_norm: 4.2463 2020-07-27 12:05:09,952 - mmaction - INFO - Epoch [133][1220/3757] lr: 1.654e-02, eta: 1 day, 7:03:07, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4094, top5_acc: 0.6562, loss_cls: 2.6476, loss: 2.6476, grad_norm: 4.2613 2020-07-27 12:05:21,422 - mmaction - INFO - Epoch [133][1240/3757] lr: 1.654e-02, eta: 1 day, 7:02:54, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3945, top5_acc: 0.6344, loss_cls: 2.8202, loss: 2.8202, grad_norm: 4.3940 2020-07-27 12:05:32,949 - mmaction - INFO - Epoch [133][1260/3757] lr: 1.654e-02, eta: 1 day, 7:02:41, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3781, top5_acc: 0.6391, loss_cls: 2.7673, loss: 2.7673, grad_norm: 4.3881 2020-07-27 12:05:44,453 - mmaction - INFO - Epoch [133][1280/3757] lr: 1.654e-02, eta: 1 day, 7:02:28, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4023, top5_acc: 0.6484, loss_cls: 2.6844, loss: 2.6844, grad_norm: 4.2405 2020-07-27 12:05:56,195 - mmaction - INFO - Epoch [133][1300/3757] lr: 1.654e-02, eta: 1 day, 7:02:15, time: 0.587, data_time: 0.019, memory: 5232, top1_acc: 0.4148, top5_acc: 0.6445, loss_cls: 2.6920, loss: 2.6920, grad_norm: 4.2440 2020-07-27 12:06:07,628 - mmaction - INFO - Epoch [133][1320/3757] lr: 1.654e-02, eta: 1 day, 7:02:02, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3969, top5_acc: 0.6406, loss_cls: 2.7473, loss: 2.7473, grad_norm: 4.3330 2020-07-27 12:06:19,148 - mmaction - INFO - Epoch [133][1340/3757] lr: 1.654e-02, eta: 1 day, 7:01:49, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3883, top5_acc: 0.6398, loss_cls: 2.7939, loss: 2.7939, grad_norm: 4.4594 2020-07-27 12:06:30,715 - mmaction - INFO - Epoch [133][1360/3757] lr: 1.654e-02, eta: 1 day, 7:01:36, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3992, top5_acc: 0.6367, loss_cls: 2.7283, loss: 2.7283, grad_norm: 4.3627 2020-07-27 12:06:42,165 - mmaction - INFO - Epoch [133][1380/3757] lr: 1.654e-02, eta: 1 day, 7:01:23, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3852, top5_acc: 0.6422, loss_cls: 2.6974, loss: 2.6974, grad_norm: 4.3641 2020-07-27 12:06:53,683 - mmaction - INFO - Epoch [133][1400/3757] lr: 1.654e-02, eta: 1 day, 7:01:10, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.3945, top5_acc: 0.6273, loss_cls: 2.7823, loss: 2.7823, grad_norm: 4.2694 2020-07-27 12:07:05,127 - mmaction - INFO - Epoch [133][1420/3757] lr: 1.654e-02, eta: 1 day, 7:00:57, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3766, top5_acc: 0.6398, loss_cls: 2.7457, loss: 2.7457, grad_norm: 4.3214 2020-07-27 12:07:16,625 - mmaction - INFO - Epoch [133][1440/3757] lr: 1.654e-02, eta: 1 day, 7:00:44, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4055, top5_acc: 0.6664, loss_cls: 2.6930, loss: 2.6930, grad_norm: 4.5428 2020-07-27 12:07:28,166 - mmaction - INFO - Epoch [133][1460/3757] lr: 1.654e-02, eta: 1 day, 7:00:31, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3711, top5_acc: 0.6273, loss_cls: 2.7407, loss: 2.7407, grad_norm: 4.4550 2020-07-27 12:07:39,549 - mmaction - INFO - Epoch [133][1480/3757] lr: 1.654e-02, eta: 1 day, 7:00:18, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4086, top5_acc: 0.6438, loss_cls: 2.7162, loss: 2.7162, grad_norm: 4.3326 2020-07-27 12:07:51,275 - mmaction - INFO - Epoch [133][1500/3757] lr: 1.654e-02, eta: 1 day, 7:00:06, time: 0.586, data_time: 0.018, memory: 5232, top1_acc: 0.4133, top5_acc: 0.6625, loss_cls: 2.6165, loss: 2.6165, grad_norm: 4.3149 2020-07-27 12:08:02,760 - mmaction - INFO - Epoch [133][1520/3757] lr: 1.654e-02, eta: 1 day, 6:59:53, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3797, top5_acc: 0.6258, loss_cls: 2.8088, loss: 2.8088, grad_norm: 4.3684 2020-07-27 12:08:14,152 - mmaction - INFO - Epoch [133][1540/3757] lr: 1.654e-02, eta: 1 day, 6:59:40, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3961, top5_acc: 0.6359, loss_cls: 2.7109, loss: 2.7109, grad_norm: 4.3389 2020-07-27 12:08:25,627 - mmaction - INFO - Epoch [133][1560/3757] lr: 1.654e-02, eta: 1 day, 6:59:27, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3719, top5_acc: 0.6312, loss_cls: 2.8194, loss: 2.8194, grad_norm: 4.4014 2020-07-27 12:08:37,090 - mmaction - INFO - Epoch [133][1580/3757] lr: 1.654e-02, eta: 1 day, 6:59:14, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.3750, top5_acc: 0.6344, loss_cls: 2.7338, loss: 2.7338, grad_norm: 4.3885 2020-07-27 12:08:48,493 - mmaction - INFO - Epoch [133][1600/3757] lr: 1.654e-02, eta: 1 day, 6:59:01, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3672, top5_acc: 0.6336, loss_cls: 2.8200, loss: 2.8200, grad_norm: 4.3902 2020-07-27 12:08:59,896 - mmaction - INFO - Epoch [133][1620/3757] lr: 1.654e-02, eta: 1 day, 6:58:48, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3883, top5_acc: 0.6242, loss_cls: 2.8768, loss: 2.8768, grad_norm: 4.3400 2020-07-27 12:09:11,359 - mmaction - INFO - Epoch [133][1640/3757] lr: 1.654e-02, eta: 1 day, 6:58:35, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4211, top5_acc: 0.6594, loss_cls: 2.6581, loss: 2.6581, grad_norm: 4.2296 2020-07-27 12:09:22,794 - mmaction - INFO - Epoch [133][1660/3757] lr: 1.654e-02, eta: 1 day, 6:58:22, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3992, top5_acc: 0.6383, loss_cls: 2.7453, loss: 2.7453, grad_norm: 4.3624 2020-07-27 12:09:34,288 - mmaction - INFO - Epoch [133][1680/3757] lr: 1.654e-02, eta: 1 day, 6:58:09, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4125, top5_acc: 0.6281, loss_cls: 2.7218, loss: 2.7218, grad_norm: 4.3402 2020-07-27 12:09:45,757 - mmaction - INFO - Epoch [133][1700/3757] lr: 1.654e-02, eta: 1 day, 6:57:56, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3828, top5_acc: 0.6281, loss_cls: 2.7986, loss: 2.7986, grad_norm: 4.2954 2020-07-27 12:09:57,345 - mmaction - INFO - Epoch [133][1720/3757] lr: 1.654e-02, eta: 1 day, 6:57:43, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.3906, top5_acc: 0.6289, loss_cls: 2.7757, loss: 2.7757, grad_norm: 4.2743 2020-07-27 12:10:08,823 - mmaction - INFO - Epoch [133][1740/3757] lr: 1.654e-02, eta: 1 day, 6:57:30, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3820, top5_acc: 0.6492, loss_cls: 2.6947, loss: 2.6947, grad_norm: 4.2482 2020-07-27 12:10:20,244 - mmaction - INFO - Epoch [133][1760/3757] lr: 1.654e-02, eta: 1 day, 6:57:17, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3836, top5_acc: 0.6266, loss_cls: 2.8262, loss: 2.8262, grad_norm: 4.3103 2020-07-27 12:10:31,782 - mmaction - INFO - Epoch [133][1780/3757] lr: 1.654e-02, eta: 1 day, 6:57:04, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.4031, top5_acc: 0.6211, loss_cls: 2.7648, loss: 2.7648, grad_norm: 4.3735 2020-07-27 12:10:43,231 - mmaction - INFO - Epoch [133][1800/3757] lr: 1.654e-02, eta: 1 day, 6:56:51, time: 0.573, data_time: 0.001, memory: 5232, top1_acc: 0.4000, top5_acc: 0.6484, loss_cls: 2.6895, loss: 2.6895, grad_norm: 4.2974 2020-07-27 12:10:54,610 - mmaction - INFO - Epoch [133][1820/3757] lr: 1.654e-02, eta: 1 day, 6:56:38, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.3883, top5_acc: 0.6312, loss_cls: 2.7636, loss: 2.7636, grad_norm: 4.3345 2020-07-27 12:11:06,108 - mmaction - INFO - Epoch [133][1840/3757] lr: 1.654e-02, eta: 1 day, 6:56:25, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3930, top5_acc: 0.6180, loss_cls: 2.8332, loss: 2.8332, grad_norm: 4.3253 2020-07-27 12:11:17,525 - mmaction - INFO - Epoch [133][1860/3757] lr: 1.654e-02, eta: 1 day, 6:56:12, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4031, top5_acc: 0.6602, loss_cls: 2.7114, loss: 2.7114, grad_norm: 4.2823 2020-07-27 12:11:28,932 - mmaction - INFO - Epoch [133][1880/3757] lr: 1.654e-02, eta: 1 day, 6:55:59, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3914, top5_acc: 0.6422, loss_cls: 2.7578, loss: 2.7578, grad_norm: 4.2629 2020-07-27 12:11:40,405 - mmaction - INFO - Epoch [133][1900/3757] lr: 1.654e-02, eta: 1 day, 6:55:46, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3977, top5_acc: 0.6367, loss_cls: 2.7277, loss: 2.7277, grad_norm: 4.2936 2020-07-27 12:11:51,885 - mmaction - INFO - Epoch [133][1920/3757] lr: 1.654e-02, eta: 1 day, 6:55:33, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3703, top5_acc: 0.6156, loss_cls: 2.8562, loss: 2.8562, grad_norm: 4.3988 2020-07-27 12:12:03,272 - mmaction - INFO - Epoch [133][1940/3757] lr: 1.654e-02, eta: 1 day, 6:55:20, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4094, top5_acc: 0.6469, loss_cls: 2.7401, loss: 2.7401, grad_norm: 4.3241 2020-07-27 12:12:14,744 - mmaction - INFO - Epoch [133][1960/3757] lr: 1.654e-02, eta: 1 day, 6:55:07, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3883, top5_acc: 0.6477, loss_cls: 2.7369, loss: 2.7369, grad_norm: 4.2775 2020-07-27 12:12:26,308 - mmaction - INFO - Epoch [133][1980/3757] lr: 1.654e-02, eta: 1 day, 6:54:54, time: 0.579, data_time: 0.004, memory: 5232, top1_acc: 0.3836, top5_acc: 0.6305, loss_cls: 2.7499, loss: 2.7499, grad_norm: 4.3227 2020-07-27 12:12:37,793 - mmaction - INFO - Epoch [133][2000/3757] lr: 1.654e-02, eta: 1 day, 6:54:41, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3883, top5_acc: 0.6227, loss_cls: 2.7764, loss: 2.7764, grad_norm: 4.2579 2020-07-27 12:12:49,326 - mmaction - INFO - Epoch [133][2020/3757] lr: 1.654e-02, eta: 1 day, 6:54:28, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4188, top5_acc: 0.6789, loss_cls: 2.5756, loss: 2.5756, grad_norm: 4.1973 2020-07-27 12:13:00,799 - mmaction - INFO - Epoch [133][2040/3757] lr: 1.654e-02, eta: 1 day, 6:54:15, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.3961, top5_acc: 0.6406, loss_cls: 2.7595, loss: 2.7595, grad_norm: 4.2891 2020-07-27 12:13:12,259 - mmaction - INFO - Epoch [133][2060/3757] lr: 1.654e-02, eta: 1 day, 6:54:02, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4055, top5_acc: 0.6312, loss_cls: 2.7542, loss: 2.7542, grad_norm: 4.2323 2020-07-27 12:13:23,712 - mmaction - INFO - Epoch [133][2080/3757] lr: 1.654e-02, eta: 1 day, 6:53:49, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.3945, top5_acc: 0.6391, loss_cls: 2.7460, loss: 2.7460, grad_norm: 4.2880 2020-07-27 12:13:35,025 - mmaction - INFO - Epoch [133][2100/3757] lr: 1.654e-02, eta: 1 day, 6:53:36, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3750, top5_acc: 0.6352, loss_cls: 2.7977, loss: 2.7977, grad_norm: 4.2933 2020-07-27 12:13:46,572 - mmaction - INFO - Epoch [133][2120/3757] lr: 1.654e-02, eta: 1 day, 6:53:23, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3695, top5_acc: 0.6172, loss_cls: 2.8585, loss: 2.8585, grad_norm: 4.3204 2020-07-27 12:13:58,136 - mmaction - INFO - Epoch [133][2140/3757] lr: 1.654e-02, eta: 1 day, 6:53:10, time: 0.579, data_time: 0.004, memory: 5232, top1_acc: 0.3812, top5_acc: 0.6258, loss_cls: 2.8374, loss: 2.8374, grad_norm: 4.2714 2020-07-27 12:14:09,606 - mmaction - INFO - Epoch [133][2160/3757] lr: 1.654e-02, eta: 1 day, 6:52:57, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4039, top5_acc: 0.6359, loss_cls: 2.7473, loss: 2.7473, grad_norm: 4.3020 2020-07-27 12:14:21,013 - mmaction - INFO - Epoch [133][2180/3757] lr: 1.654e-02, eta: 1 day, 6:52:44, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3836, top5_acc: 0.6305, loss_cls: 2.7642, loss: 2.7642, grad_norm: 4.1855 2020-07-27 12:14:32,455 - mmaction - INFO - Epoch [133][2200/3757] lr: 1.654e-02, eta: 1 day, 6:52:31, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4062, top5_acc: 0.6500, loss_cls: 2.7299, loss: 2.7299, grad_norm: 4.2865 2020-07-27 12:14:44,007 - mmaction - INFO - Epoch [133][2220/3757] lr: 1.654e-02, eta: 1 day, 6:52:18, time: 0.578, data_time: 0.008, memory: 5232, top1_acc: 0.3820, top5_acc: 0.6453, loss_cls: 2.7280, loss: 2.7280, grad_norm: 4.4474 2020-07-27 12:14:55,492 - mmaction - INFO - Epoch [133][2240/3757] lr: 1.654e-02, eta: 1 day, 6:52:05, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3688, top5_acc: 0.6125, loss_cls: 2.9112, loss: 2.9112, grad_norm: 4.4197 2020-07-27 12:15:07,057 - mmaction - INFO - Epoch [133][2260/3757] lr: 1.654e-02, eta: 1 day, 6:51:53, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3727, top5_acc: 0.6195, loss_cls: 2.7918, loss: 2.7918, grad_norm: 4.3104 2020-07-27 12:15:18,491 - mmaction - INFO - Epoch [133][2280/3757] lr: 1.654e-02, eta: 1 day, 6:51:40, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3984, top5_acc: 0.6391, loss_cls: 2.6899, loss: 2.6899, grad_norm: 4.2935 2020-07-27 12:15:30,251 - mmaction - INFO - Epoch [133][2300/3757] lr: 1.654e-02, eta: 1 day, 6:51:27, time: 0.588, data_time: 0.017, memory: 5232, top1_acc: 0.3898, top5_acc: 0.6281, loss_cls: 2.7820, loss: 2.7820, grad_norm: 4.2611 2020-07-27 12:15:42,063 - mmaction - INFO - Epoch [133][2320/3757] lr: 1.654e-02, eta: 1 day, 6:51:14, time: 0.591, data_time: 0.023, memory: 5232, top1_acc: 0.3937, top5_acc: 0.6516, loss_cls: 2.7583, loss: 2.7583, grad_norm: 4.3061 2020-07-27 12:15:53,764 - mmaction - INFO - Epoch [133][2340/3757] lr: 1.654e-02, eta: 1 day, 6:51:01, time: 0.585, data_time: 0.015, memory: 5232, top1_acc: 0.3852, top5_acc: 0.6312, loss_cls: 2.8081, loss: 2.8081, grad_norm: 4.3272 2020-07-27 12:16:05,551 - mmaction - INFO - Epoch [133][2360/3757] lr: 1.654e-02, eta: 1 day, 6:50:48, time: 0.589, data_time: 0.025, memory: 5232, top1_acc: 0.3680, top5_acc: 0.6273, loss_cls: 2.8255, loss: 2.8255, grad_norm: 4.2908 2020-07-27 12:16:17,371 - mmaction - INFO - Epoch [133][2380/3757] lr: 1.654e-02, eta: 1 day, 6:50:35, time: 0.591, data_time: 0.019, memory: 5232, top1_acc: 0.4008, top5_acc: 0.6414, loss_cls: 2.6795, loss: 2.6795, grad_norm: 4.2232 2020-07-27 12:16:28,824 - mmaction - INFO - Epoch [133][2400/3757] lr: 1.654e-02, eta: 1 day, 6:50:22, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3875, top5_acc: 0.6453, loss_cls: 2.6979, loss: 2.6979, grad_norm: 4.1816 2020-07-27 12:16:40,176 - mmaction - INFO - Epoch [133][2420/3757] lr: 1.654e-02, eta: 1 day, 6:50:09, time: 0.568, data_time: 0.001, memory: 5232, top1_acc: 0.3859, top5_acc: 0.6469, loss_cls: 2.7238, loss: 2.7238, grad_norm: 4.2521 2020-07-27 12:16:51,616 - mmaction - INFO - Epoch [133][2440/3757] lr: 1.654e-02, eta: 1 day, 6:49:56, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3820, top5_acc: 0.6500, loss_cls: 2.7147, loss: 2.7147, grad_norm: 4.2538 2020-07-27 12:17:02,993 - mmaction - INFO - Epoch [133][2460/3757] lr: 1.654e-02, eta: 1 day, 6:49:43, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3820, top5_acc: 0.6438, loss_cls: 2.7069, loss: 2.7069, grad_norm: 4.3833 2020-07-27 12:17:14,444 - mmaction - INFO - Epoch [133][2480/3757] lr: 1.654e-02, eta: 1 day, 6:49:30, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3984, top5_acc: 0.6234, loss_cls: 2.7672, loss: 2.7672, grad_norm: 4.3149 2020-07-27 12:17:25,880 - mmaction - INFO - Epoch [133][2500/3757] lr: 1.654e-02, eta: 1 day, 6:49:17, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3859, top5_acc: 0.6438, loss_cls: 2.6666, loss: 2.6666, grad_norm: 4.3280 2020-07-27 12:17:37,246 - mmaction - INFO - Epoch [133][2520/3757] lr: 1.654e-02, eta: 1 day, 6:49:04, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3859, top5_acc: 0.6086, loss_cls: 2.8180, loss: 2.8180, grad_norm: 4.3142 2020-07-27 12:17:48,756 - mmaction - INFO - Epoch [133][2540/3757] lr: 1.654e-02, eta: 1 day, 6:48:52, time: 0.575, data_time: 0.007, memory: 5232, top1_acc: 0.3867, top5_acc: 0.6438, loss_cls: 2.7736, loss: 2.7736, grad_norm: 4.3512 2020-07-27 12:18:00,041 - mmaction - INFO - Epoch [133][2560/3757] lr: 1.654e-02, eta: 1 day, 6:48:38, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3844, top5_acc: 0.6195, loss_cls: 2.8258, loss: 2.8258, grad_norm: 4.3388 2020-07-27 12:18:11,406 - mmaction - INFO - Epoch [133][2580/3757] lr: 1.654e-02, eta: 1 day, 6:48:25, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4109, top5_acc: 0.6500, loss_cls: 2.6555, loss: 2.6555, grad_norm: 4.2068 2020-07-27 12:18:22,819 - mmaction - INFO - Epoch [133][2600/3757] lr: 1.654e-02, eta: 1 day, 6:48:12, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3867, top5_acc: 0.6141, loss_cls: 2.8435, loss: 2.8435, grad_norm: 4.3918 2020-07-27 12:18:34,213 - mmaction - INFO - Epoch [133][2620/3757] lr: 1.654e-02, eta: 1 day, 6:47:59, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4000, top5_acc: 0.6383, loss_cls: 2.7102, loss: 2.7102, grad_norm: 4.4056 2020-07-27 12:18:45,661 - mmaction - INFO - Epoch [133][2640/3757] lr: 1.654e-02, eta: 1 day, 6:47:46, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3734, top5_acc: 0.6188, loss_cls: 2.8443, loss: 2.8443, grad_norm: 4.4909 2020-07-27 12:18:57,090 - mmaction - INFO - Epoch [133][2660/3757] lr: 1.654e-02, eta: 1 day, 6:47:33, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3961, top5_acc: 0.6336, loss_cls: 2.7713, loss: 2.7713, grad_norm: 4.1996 2020-07-27 12:19:08,639 - mmaction - INFO - Epoch [133][2680/3757] lr: 1.654e-02, eta: 1 day, 6:47:21, time: 0.578, data_time: 0.014, memory: 5232, top1_acc: 0.3812, top5_acc: 0.6211, loss_cls: 2.8421, loss: 2.8421, grad_norm: 4.3751 2020-07-27 12:19:20,102 - mmaction - INFO - Epoch [133][2700/3757] lr: 1.654e-02, eta: 1 day, 6:47:08, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3711, top5_acc: 0.6305, loss_cls: 2.7739, loss: 2.7739, grad_norm: 4.3165 2020-07-27 12:19:31,564 - mmaction - INFO - Epoch [133][2720/3757] lr: 1.654e-02, eta: 1 day, 6:46:55, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4117, top5_acc: 0.6352, loss_cls: 2.7005, loss: 2.7005, grad_norm: 4.1931 2020-07-27 12:19:42,946 - mmaction - INFO - Epoch [133][2740/3757] lr: 1.654e-02, eta: 1 day, 6:46:42, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3922, top5_acc: 0.6414, loss_cls: 2.7483, loss: 2.7483, grad_norm: 4.3651 2020-07-27 12:19:54,261 - mmaction - INFO - Epoch [133][2760/3757] lr: 1.654e-02, eta: 1 day, 6:46:29, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4016, top5_acc: 0.6562, loss_cls: 2.6753, loss: 2.6753, grad_norm: 4.3356 2020-07-27 12:20:05,730 - mmaction - INFO - Epoch [133][2780/3757] lr: 1.654e-02, eta: 1 day, 6:46:16, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3969, top5_acc: 0.6234, loss_cls: 2.7813, loss: 2.7813, grad_norm: 4.3532 2020-07-27 12:20:17,150 - mmaction - INFO - Epoch [133][2800/3757] lr: 1.654e-02, eta: 1 day, 6:46:03, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3812, top5_acc: 0.6195, loss_cls: 2.7998, loss: 2.7998, grad_norm: 4.4762 2020-07-27 12:20:28,634 - mmaction - INFO - Epoch [133][2820/3757] lr: 1.654e-02, eta: 1 day, 6:45:50, time: 0.574, data_time: 0.013, memory: 5232, top1_acc: 0.3812, top5_acc: 0.6297, loss_cls: 2.7973, loss: 2.7973, grad_norm: 4.3967 2020-07-27 12:20:40,062 - mmaction - INFO - Epoch [133][2840/3757] lr: 1.654e-02, eta: 1 day, 6:45:37, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3852, top5_acc: 0.6469, loss_cls: 2.6561, loss: 2.6561, grad_norm: 4.2992 2020-07-27 12:20:51,439 - mmaction - INFO - Epoch [133][2860/3757] lr: 1.654e-02, eta: 1 day, 6:45:24, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4023, top5_acc: 0.6414, loss_cls: 2.7244, loss: 2.7244, grad_norm: 4.2644 2020-07-27 12:21:02,860 - mmaction - INFO - Epoch [133][2880/3757] lr: 1.654e-02, eta: 1 day, 6:45:11, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3641, top5_acc: 0.6172, loss_cls: 2.8379, loss: 2.8379, grad_norm: 4.3449 2020-07-27 12:21:14,246 - mmaction - INFO - Epoch [133][2900/3757] lr: 1.654e-02, eta: 1 day, 6:44:58, time: 0.568, data_time: 0.001, memory: 5232, top1_acc: 0.4125, top5_acc: 0.6391, loss_cls: 2.6857, loss: 2.6857, grad_norm: 4.4092 2020-07-27 12:21:25,622 - mmaction - INFO - Epoch [133][2920/3757] lr: 1.654e-02, eta: 1 day, 6:44:45, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.4023, top5_acc: 0.6406, loss_cls: 2.6951, loss: 2.6951, grad_norm: 4.3263 2020-07-27 12:21:36,977 - mmaction - INFO - Epoch [133][2940/3757] lr: 1.654e-02, eta: 1 day, 6:44:32, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3797, top5_acc: 0.6422, loss_cls: 2.7915, loss: 2.7915, grad_norm: 4.5095 2020-07-27 12:21:48,702 - mmaction - INFO - Epoch [133][2960/3757] lr: 1.654e-02, eta: 1 day, 6:44:19, time: 0.586, data_time: 0.022, memory: 5232, top1_acc: 0.3719, top5_acc: 0.6242, loss_cls: 2.8860, loss: 2.8860, grad_norm: 4.4072 2020-07-27 12:22:00,019 - mmaction - INFO - Epoch [133][2980/3757] lr: 1.654e-02, eta: 1 day, 6:44:06, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3820, top5_acc: 0.6266, loss_cls: 2.8383, loss: 2.8383, grad_norm: 4.2174 2020-07-27 12:22:11,432 - mmaction - INFO - Epoch [133][3000/3757] lr: 1.654e-02, eta: 1 day, 6:43:53, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3883, top5_acc: 0.6250, loss_cls: 2.7774, loss: 2.7774, grad_norm: 4.3858 2020-07-27 12:22:22,942 - mmaction - INFO - Epoch [133][3020/3757] lr: 1.654e-02, eta: 1 day, 6:43:40, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.3930, top5_acc: 0.6305, loss_cls: 2.7669, loss: 2.7669, grad_norm: 4.2259 2020-07-27 12:22:34,344 - mmaction - INFO - Epoch [133][3040/3757] lr: 1.654e-02, eta: 1 day, 6:43:27, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4062, top5_acc: 0.6289, loss_cls: 2.7006, loss: 2.7006, grad_norm: 4.2488 2020-07-27 12:22:45,820 - mmaction - INFO - Epoch [133][3060/3757] lr: 1.654e-02, eta: 1 day, 6:43:14, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4164, top5_acc: 0.6438, loss_cls: 2.6602, loss: 2.6602, grad_norm: 4.2957 2020-07-27 12:22:57,266 - mmaction - INFO - Epoch [133][3080/3757] lr: 1.654e-02, eta: 1 day, 6:43:01, time: 0.572, data_time: 0.013, memory: 5232, top1_acc: 0.3758, top5_acc: 0.6414, loss_cls: 2.7562, loss: 2.7562, grad_norm: 4.4199 2020-07-27 12:23:08,634 - mmaction - INFO - Epoch [133][3100/3757] lr: 1.654e-02, eta: 1 day, 6:42:48, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3852, top5_acc: 0.6500, loss_cls: 2.7102, loss: 2.7102, grad_norm: 4.3775 2020-07-27 12:23:20,138 - mmaction - INFO - Epoch [133][3120/3757] lr: 1.654e-02, eta: 1 day, 6:42:35, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4039, top5_acc: 0.6453, loss_cls: 2.7345, loss: 2.7345, grad_norm: 4.2578 2020-07-27 12:23:31,637 - mmaction - INFO - Epoch [133][3140/3757] lr: 1.654e-02, eta: 1 day, 6:42:22, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4008, top5_acc: 0.6562, loss_cls: 2.7042, loss: 2.7042, grad_norm: 4.3672 2020-07-27 12:23:43,116 - mmaction - INFO - Epoch [133][3160/3757] lr: 1.654e-02, eta: 1 day, 6:42:09, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3883, top5_acc: 0.6125, loss_cls: 2.8412, loss: 2.8412, grad_norm: 4.4481 2020-07-27 12:23:54,548 - mmaction - INFO - Epoch [133][3180/3757] lr: 1.654e-02, eta: 1 day, 6:41:56, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3781, top5_acc: 0.6242, loss_cls: 2.8149, loss: 2.8149, grad_norm: 4.3334 2020-07-27 12:24:06,062 - mmaction - INFO - Epoch [133][3200/3757] lr: 1.654e-02, eta: 1 day, 6:41:43, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4141, top5_acc: 0.6297, loss_cls: 2.7561, loss: 2.7561, grad_norm: 4.3396 2020-07-27 12:24:17,505 - mmaction - INFO - Epoch [133][3220/3757] lr: 1.654e-02, eta: 1 day, 6:41:30, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3867, top5_acc: 0.6344, loss_cls: 2.7756, loss: 2.7756, grad_norm: 4.3562 2020-07-27 12:24:29,366 - mmaction - INFO - Epoch [133][3240/3757] lr: 1.654e-02, eta: 1 day, 6:41:17, time: 0.593, data_time: 0.025, memory: 5232, top1_acc: 0.3766, top5_acc: 0.6242, loss_cls: 2.8092, loss: 2.8092, grad_norm: 4.4508 2020-07-27 12:24:41,134 - mmaction - INFO - Epoch [133][3260/3757] lr: 1.654e-02, eta: 1 day, 6:41:05, time: 0.588, data_time: 0.014, memory: 5232, top1_acc: 0.4078, top5_acc: 0.6312, loss_cls: 2.7533, loss: 2.7533, grad_norm: 4.3995 2020-07-27 12:24:52,958 - mmaction - INFO - Epoch [133][3280/3757] lr: 1.654e-02, eta: 1 day, 6:40:52, time: 0.591, data_time: 0.025, memory: 5232, top1_acc: 0.3789, top5_acc: 0.6164, loss_cls: 2.8404, loss: 2.8404, grad_norm: 4.3851 2020-07-27 12:25:04,692 - mmaction - INFO - Epoch [133][3300/3757] lr: 1.654e-02, eta: 1 day, 6:40:39, time: 0.587, data_time: 0.015, memory: 5232, top1_acc: 0.3945, top5_acc: 0.6344, loss_cls: 2.7424, loss: 2.7424, grad_norm: 4.2336 2020-07-27 12:25:16,543 - mmaction - INFO - Epoch [133][3320/3757] lr: 1.654e-02, eta: 1 day, 6:40:26, time: 0.592, data_time: 0.020, memory: 5232, top1_acc: 0.3773, top5_acc: 0.6438, loss_cls: 2.7352, loss: 2.7352, grad_norm: 4.3374 2020-07-27 12:25:28,151 - mmaction - INFO - Epoch [133][3340/3757] lr: 1.654e-02, eta: 1 day, 6:40:13, time: 0.580, data_time: 0.014, memory: 5232, top1_acc: 0.4102, top5_acc: 0.6398, loss_cls: 2.7528, loss: 2.7528, grad_norm: 4.3231 2020-07-27 12:25:39,829 - mmaction - INFO - Epoch [133][3360/3757] lr: 1.654e-02, eta: 1 day, 6:40:00, time: 0.584, data_time: 0.017, memory: 5232, top1_acc: 0.3859, top5_acc: 0.6328, loss_cls: 2.8082, loss: 2.8082, grad_norm: 4.4051 2020-07-27 12:25:51,351 - mmaction - INFO - Epoch [133][3380/3757] lr: 1.654e-02, eta: 1 day, 6:39:47, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4109, top5_acc: 0.6547, loss_cls: 2.6531, loss: 2.6531, grad_norm: 4.1829 2020-07-27 12:26:02,758 - mmaction - INFO - Epoch [133][3400/3757] lr: 1.654e-02, eta: 1 day, 6:39:34, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3906, top5_acc: 0.6398, loss_cls: 2.7057, loss: 2.7057, grad_norm: 4.4344 2020-07-27 12:26:14,175 - mmaction - INFO - Epoch [133][3420/3757] lr: 1.654e-02, eta: 1 day, 6:39:21, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.3992, top5_acc: 0.6492, loss_cls: 2.6918, loss: 2.6918, grad_norm: 4.2792 2020-07-27 12:26:25,944 - mmaction - INFO - Epoch [133][3440/3757] lr: 1.654e-02, eta: 1 day, 6:39:09, time: 0.589, data_time: 0.003, memory: 5232, top1_acc: 0.3797, top5_acc: 0.6078, loss_cls: 2.8795, loss: 2.8795, grad_norm: 4.3848 2020-07-27 12:26:37,357 - mmaction - INFO - Epoch [133][3460/3757] lr: 1.654e-02, eta: 1 day, 6:38:56, time: 0.571, data_time: 0.005, memory: 5232, top1_acc: 0.3641, top5_acc: 0.6367, loss_cls: 2.8526, loss: 2.8526, grad_norm: 4.3811 2020-07-27 12:26:49,139 - mmaction - INFO - Epoch [133][3480/3757] lr: 1.654e-02, eta: 1 day, 6:38:43, time: 0.589, data_time: 0.016, memory: 5232, top1_acc: 0.4133, top5_acc: 0.6586, loss_cls: 2.6519, loss: 2.6519, grad_norm: 4.2406 2020-07-27 12:27:00,974 - mmaction - INFO - Epoch [133][3500/3757] lr: 1.654e-02, eta: 1 day, 6:38:30, time: 0.591, data_time: 0.023, memory: 5232, top1_acc: 0.3844, top5_acc: 0.6391, loss_cls: 2.7613, loss: 2.7613, grad_norm: 4.3896 2020-07-27 12:27:12,762 - mmaction - INFO - Epoch [133][3520/3757] lr: 1.654e-02, eta: 1 day, 6:38:17, time: 0.590, data_time: 0.026, memory: 5232, top1_acc: 0.3977, top5_acc: 0.6430, loss_cls: 2.7263, loss: 2.7263, grad_norm: 4.4272 2020-07-27 12:27:24,400 - mmaction - INFO - Epoch [133][3540/3757] lr: 1.654e-02, eta: 1 day, 6:38:04, time: 0.582, data_time: 0.019, memory: 5232, top1_acc: 0.4109, top5_acc: 0.6359, loss_cls: 2.7070, loss: 2.7070, grad_norm: 4.3467 2020-07-27 12:27:35,829 - mmaction - INFO - Epoch [133][3560/3757] lr: 1.654e-02, eta: 1 day, 6:37:51, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3961, top5_acc: 0.6383, loss_cls: 2.7324, loss: 2.7324, grad_norm: 4.4842 2020-07-27 12:27:47,353 - mmaction - INFO - Epoch [133][3580/3757] lr: 1.654e-02, eta: 1 day, 6:37:38, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4039, top5_acc: 0.6391, loss_cls: 2.7417, loss: 2.7417, grad_norm: 4.4016 2020-07-27 12:27:58,694 - mmaction - INFO - Epoch [133][3600/3757] lr: 1.654e-02, eta: 1 day, 6:37:25, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3883, top5_acc: 0.6391, loss_cls: 2.7003, loss: 2.7003, grad_norm: 4.3952 2020-07-27 12:28:10,240 - mmaction - INFO - Epoch [133][3620/3757] lr: 1.654e-02, eta: 1 day, 6:37:13, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.4094, top5_acc: 0.6406, loss_cls: 2.7529, loss: 2.7529, grad_norm: 4.2655 2020-07-27 12:28:21,732 - mmaction - INFO - Epoch [133][3640/3757] lr: 1.654e-02, eta: 1 day, 6:37:00, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3852, top5_acc: 0.6148, loss_cls: 2.8021, loss: 2.8021, grad_norm: 4.3125 2020-07-27 12:28:33,247 - mmaction - INFO - Epoch [133][3660/3757] lr: 1.654e-02, eta: 1 day, 6:36:47, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3766, top5_acc: 0.6219, loss_cls: 2.7791, loss: 2.7791, grad_norm: 4.3596 2020-07-27 12:28:44,714 - mmaction - INFO - Epoch [133][3680/3757] lr: 1.654e-02, eta: 1 day, 6:36:34, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3875, top5_acc: 0.6242, loss_cls: 2.8601, loss: 2.8601, grad_norm: 4.4134 2020-07-27 12:28:56,156 - mmaction - INFO - Epoch [133][3700/3757] lr: 1.654e-02, eta: 1 day, 6:36:21, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3844, top5_acc: 0.6461, loss_cls: 2.7602, loss: 2.7602, grad_norm: 4.4020 2020-07-27 12:29:07,510 - mmaction - INFO - Epoch [133][3720/3757] lr: 1.654e-02, eta: 1 day, 6:36:08, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3953, top5_acc: 0.6422, loss_cls: 2.7002, loss: 2.7002, grad_norm: 4.2800 2020-07-27 12:29:18,944 - mmaction - INFO - Epoch [133][3740/3757] lr: 1.654e-02, eta: 1 day, 6:35:55, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3836, top5_acc: 0.6305, loss_cls: 2.7709, loss: 2.7709, grad_norm: 4.2893 2020-07-27 12:32:54,908 - mmaction - INFO - Epoch [134][20/3757] lr: 1.590e-02, eta: 1 day, 6:36:55, time: 9.834, data_time: 9.138, memory: 5232, top1_acc: 0.4070, top5_acc: 0.6398, loss_cls: 2.7270, loss: 2.7270, grad_norm: 4.3230 2020-07-27 12:33:06,308 - mmaction - INFO - Epoch [134][40/3757] lr: 1.590e-02, eta: 1 day, 6:36:42, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3750, top5_acc: 0.6531, loss_cls: 2.7352, loss: 2.7352, grad_norm: 4.4299 2020-07-27 12:33:17,707 - mmaction - INFO - Epoch [134][60/3757] lr: 1.590e-02, eta: 1 day, 6:36:29, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3914, top5_acc: 0.6305, loss_cls: 2.7178, loss: 2.7178, grad_norm: 4.4310 2020-07-27 12:33:29,170 - mmaction - INFO - Epoch [134][80/3757] lr: 1.590e-02, eta: 1 day, 6:36:16, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4047, top5_acc: 0.6406, loss_cls: 2.7154, loss: 2.7154, grad_norm: 4.2928 2020-07-27 12:33:40,561 - mmaction - INFO - Epoch [134][100/3757] lr: 1.590e-02, eta: 1 day, 6:36:03, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4086, top5_acc: 0.6609, loss_cls: 2.7003, loss: 2.7003, grad_norm: 4.4051 2020-07-27 12:33:51,995 - mmaction - INFO - Epoch [134][120/3757] lr: 1.590e-02, eta: 1 day, 6:35:50, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4047, top5_acc: 0.6344, loss_cls: 2.7045, loss: 2.7045, grad_norm: 4.3492 2020-07-27 12:34:03,521 - mmaction - INFO - Epoch [134][140/3757] lr: 1.590e-02, eta: 1 day, 6:35:37, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3914, top5_acc: 0.6445, loss_cls: 2.7121, loss: 2.7121, grad_norm: 4.2293 2020-07-27 12:34:14,808 - mmaction - INFO - Epoch [134][160/3757] lr: 1.590e-02, eta: 1 day, 6:35:24, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.4164, top5_acc: 0.6445, loss_cls: 2.7426, loss: 2.7426, grad_norm: 4.3651 2020-07-27 12:34:26,218 - mmaction - INFO - Epoch [134][180/3757] lr: 1.590e-02, eta: 1 day, 6:35:11, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4148, top5_acc: 0.6711, loss_cls: 2.6051, loss: 2.6051, grad_norm: 4.1793 2020-07-27 12:34:37,632 - mmaction - INFO - Epoch [134][200/3757] lr: 1.590e-02, eta: 1 day, 6:34:58, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4031, top5_acc: 0.6500, loss_cls: 2.6624, loss: 2.6624, grad_norm: 4.3806 2020-07-27 12:34:48,991 - mmaction - INFO - Epoch [134][220/3757] lr: 1.590e-02, eta: 1 day, 6:34:45, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4023, top5_acc: 0.6273, loss_cls: 2.7749, loss: 2.7749, grad_norm: 4.4124 2020-07-27 12:35:00,288 - mmaction - INFO - Epoch [134][240/3757] lr: 1.590e-02, eta: 1 day, 6:34:32, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.4070, top5_acc: 0.6516, loss_cls: 2.7030, loss: 2.7030, grad_norm: 4.3799 2020-07-27 12:35:11,653 - mmaction - INFO - Epoch [134][260/3757] lr: 1.590e-02, eta: 1 day, 6:34:19, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3719, top5_acc: 0.6133, loss_cls: 2.8487, loss: 2.8487, grad_norm: 4.5641 2020-07-27 12:35:23,069 - mmaction - INFO - Epoch [134][280/3757] lr: 1.590e-02, eta: 1 day, 6:34:06, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3812, top5_acc: 0.6367, loss_cls: 2.7254, loss: 2.7254, grad_norm: 4.4400 2020-07-27 12:35:34,533 - mmaction - INFO - Epoch [134][300/3757] lr: 1.590e-02, eta: 1 day, 6:33:53, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3984, top5_acc: 0.6586, loss_cls: 2.6764, loss: 2.6764, grad_norm: 4.3342 2020-07-27 12:35:45,985 - mmaction - INFO - Epoch [134][320/3757] lr: 1.590e-02, eta: 1 day, 6:33:40, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4000, top5_acc: 0.6555, loss_cls: 2.6657, loss: 2.6657, grad_norm: 4.3028 2020-07-27 12:35:57,398 - mmaction - INFO - Epoch [134][340/3757] lr: 1.590e-02, eta: 1 day, 6:33:27, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.3937, top5_acc: 0.6312, loss_cls: 2.7311, loss: 2.7311, grad_norm: 4.4658 2020-07-27 12:36:09,048 - mmaction - INFO - Epoch [134][360/3757] lr: 1.590e-02, eta: 1 day, 6:33:14, time: 0.583, data_time: 0.016, memory: 5232, top1_acc: 0.3977, top5_acc: 0.6430, loss_cls: 2.7222, loss: 2.7222, grad_norm: 4.3680 2020-07-27 12:36:20,418 - mmaction - INFO - Epoch [134][380/3757] lr: 1.590e-02, eta: 1 day, 6:33:01, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3812, top5_acc: 0.6297, loss_cls: 2.8127, loss: 2.8127, grad_norm: 4.4797 2020-07-27 12:36:31,826 - mmaction - INFO - Epoch [134][400/3757] lr: 1.590e-02, eta: 1 day, 6:32:48, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4078, top5_acc: 0.6562, loss_cls: 2.6722, loss: 2.6722, grad_norm: 4.4297 2020-07-27 12:36:43,219 - mmaction - INFO - Epoch [134][420/3757] lr: 1.590e-02, eta: 1 day, 6:32:35, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3828, top5_acc: 0.6359, loss_cls: 2.7934, loss: 2.7934, grad_norm: 4.4616 2020-07-27 12:36:54,586 - mmaction - INFO - Epoch [134][440/3757] lr: 1.590e-02, eta: 1 day, 6:32:22, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.4086, top5_acc: 0.6492, loss_cls: 2.6455, loss: 2.6455, grad_norm: 4.3582 2020-07-27 12:37:05,989 - mmaction - INFO - Epoch [134][460/3757] lr: 1.590e-02, eta: 1 day, 6:32:09, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3984, top5_acc: 0.6203, loss_cls: 2.7628, loss: 2.7628, grad_norm: 4.3898 2020-07-27 12:37:17,401 - mmaction - INFO - Epoch [134][480/3757] lr: 1.590e-02, eta: 1 day, 6:31:56, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4086, top5_acc: 0.6469, loss_cls: 2.7024, loss: 2.7024, grad_norm: 4.2776 2020-07-27 12:37:28,961 - mmaction - INFO - Epoch [134][500/3757] lr: 1.590e-02, eta: 1 day, 6:31:43, time: 0.577, data_time: 0.016, memory: 5232, top1_acc: 0.3727, top5_acc: 0.6492, loss_cls: 2.7460, loss: 2.7460, grad_norm: 4.3192 2020-07-27 12:37:40,380 - mmaction - INFO - Epoch [134][520/3757] lr: 1.590e-02, eta: 1 day, 6:31:30, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3953, top5_acc: 0.6234, loss_cls: 2.8112, loss: 2.8112, grad_norm: 4.3853 2020-07-27 12:37:51,872 - mmaction - INFO - Epoch [134][540/3757] lr: 1.590e-02, eta: 1 day, 6:31:17, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4031, top5_acc: 0.6477, loss_cls: 2.6707, loss: 2.6707, grad_norm: 4.4509 2020-07-27 12:38:03,293 - mmaction - INFO - Epoch [134][560/3757] lr: 1.590e-02, eta: 1 day, 6:31:04, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3992, top5_acc: 0.6484, loss_cls: 2.6666, loss: 2.6666, grad_norm: 4.4381 2020-07-27 12:38:14,692 - mmaction - INFO - Epoch [134][580/3757] lr: 1.590e-02, eta: 1 day, 6:30:51, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3695, top5_acc: 0.6117, loss_cls: 2.8723, loss: 2.8723, grad_norm: 4.4852 2020-07-27 12:38:26,223 - mmaction - INFO - Epoch [134][600/3757] lr: 1.590e-02, eta: 1 day, 6:30:38, time: 0.577, data_time: 0.002, memory: 5232, top1_acc: 0.4117, top5_acc: 0.6391, loss_cls: 2.6606, loss: 2.6606, grad_norm: 4.4026 2020-07-27 12:38:37,645 - mmaction - INFO - Epoch [134][620/3757] lr: 1.590e-02, eta: 1 day, 6:30:25, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3758, top5_acc: 0.6086, loss_cls: 2.8747, loss: 2.8747, grad_norm: 4.5548 2020-07-27 12:38:49,127 - mmaction - INFO - Epoch [134][640/3757] lr: 1.590e-02, eta: 1 day, 6:30:12, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3859, top5_acc: 0.6336, loss_cls: 2.7461, loss: 2.7461, grad_norm: 4.4141 2020-07-27 12:39:00,501 - mmaction - INFO - Epoch [134][660/3757] lr: 1.590e-02, eta: 1 day, 6:29:59, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4062, top5_acc: 0.6406, loss_cls: 2.6870, loss: 2.6870, grad_norm: 4.3325 2020-07-27 12:39:11,909 - mmaction - INFO - Epoch [134][680/3757] lr: 1.590e-02, eta: 1 day, 6:29:46, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3727, top5_acc: 0.6391, loss_cls: 2.7805, loss: 2.7805, grad_norm: 4.4382 2020-07-27 12:39:23,333 - mmaction - INFO - Epoch [134][700/3757] lr: 1.590e-02, eta: 1 day, 6:29:33, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3836, top5_acc: 0.6195, loss_cls: 2.7783, loss: 2.7783, grad_norm: 4.3611 2020-07-27 12:39:34,765 - mmaction - INFO - Epoch [134][720/3757] lr: 1.590e-02, eta: 1 day, 6:29:20, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4055, top5_acc: 0.6383, loss_cls: 2.7804, loss: 2.7804, grad_norm: 4.2571 2020-07-27 12:39:46,147 - mmaction - INFO - Epoch [134][740/3757] lr: 1.590e-02, eta: 1 day, 6:29:07, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3891, top5_acc: 0.6430, loss_cls: 2.7181, loss: 2.7181, grad_norm: 4.3409 2020-07-27 12:39:57,556 - mmaction - INFO - Epoch [134][760/3757] lr: 1.590e-02, eta: 1 day, 6:28:54, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3891, top5_acc: 0.6203, loss_cls: 2.8046, loss: 2.8046, grad_norm: 4.4578 2020-07-27 12:40:09,031 - mmaction - INFO - Epoch [134][780/3757] lr: 1.590e-02, eta: 1 day, 6:28:41, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4062, top5_acc: 0.6578, loss_cls: 2.6921, loss: 2.6921, grad_norm: 4.4615 2020-07-27 12:40:20,504 - mmaction - INFO - Epoch [134][800/3757] lr: 1.590e-02, eta: 1 day, 6:28:28, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3914, top5_acc: 0.6336, loss_cls: 2.8049, loss: 2.8049, grad_norm: 4.5131 2020-07-27 12:40:31,840 - mmaction - INFO - Epoch [134][820/3757] lr: 1.590e-02, eta: 1 day, 6:28:15, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4008, top5_acc: 0.6383, loss_cls: 2.7419, loss: 2.7419, grad_norm: 4.4236 2020-07-27 12:40:43,269 - mmaction - INFO - Epoch [134][840/3757] lr: 1.590e-02, eta: 1 day, 6:28:02, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3719, top5_acc: 0.6164, loss_cls: 2.8364, loss: 2.8364, grad_norm: 4.3519 2020-07-27 12:40:54,775 - mmaction - INFO - Epoch [134][860/3757] lr: 1.590e-02, eta: 1 day, 6:27:49, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3867, top5_acc: 0.6422, loss_cls: 2.6899, loss: 2.6899, grad_norm: 4.2614 2020-07-27 12:41:06,123 - mmaction - INFO - Epoch [134][880/3757] lr: 1.590e-02, eta: 1 day, 6:27:36, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4164, top5_acc: 0.6445, loss_cls: 2.7189, loss: 2.7189, grad_norm: 4.2828 2020-07-27 12:41:17,521 - mmaction - INFO - Epoch [134][900/3757] lr: 1.590e-02, eta: 1 day, 6:27:23, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4086, top5_acc: 0.6500, loss_cls: 2.6588, loss: 2.6588, grad_norm: 4.3186 2020-07-27 12:41:28,855 - mmaction - INFO - Epoch [134][920/3757] lr: 1.590e-02, eta: 1 day, 6:27:10, time: 0.567, data_time: 0.005, memory: 5232, top1_acc: 0.3992, top5_acc: 0.6242, loss_cls: 2.7600, loss: 2.7600, grad_norm: 4.3566 2020-07-27 12:41:40,237 - mmaction - INFO - Epoch [134][940/3757] lr: 1.590e-02, eta: 1 day, 6:26:57, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3820, top5_acc: 0.6477, loss_cls: 2.7681, loss: 2.7681, grad_norm: 4.2869 2020-07-27 12:41:51,733 - mmaction - INFO - Epoch [134][960/3757] lr: 1.590e-02, eta: 1 day, 6:26:44, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3852, top5_acc: 0.6430, loss_cls: 2.7669, loss: 2.7669, grad_norm: 4.4219 2020-07-27 12:42:03,153 - mmaction - INFO - Epoch [134][980/3757] lr: 1.590e-02, eta: 1 day, 6:26:31, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3867, top5_acc: 0.6156, loss_cls: 2.7793, loss: 2.7793, grad_norm: 4.4072 2020-07-27 12:42:14,610 - mmaction - INFO - Epoch [134][1000/3757] lr: 1.590e-02, eta: 1 day, 6:26:18, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4023, top5_acc: 0.6367, loss_cls: 2.7191, loss: 2.7191, grad_norm: 4.3452 2020-07-27 12:42:26,008 - mmaction - INFO - Epoch [134][1020/3757] lr: 1.590e-02, eta: 1 day, 6:26:05, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3922, top5_acc: 0.6492, loss_cls: 2.6940, loss: 2.6940, grad_norm: 4.5003 2020-07-27 12:42:37,369 - mmaction - INFO - Epoch [134][1040/3757] lr: 1.590e-02, eta: 1 day, 6:25:52, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3766, top5_acc: 0.6234, loss_cls: 2.8298, loss: 2.8298, grad_norm: 4.4378 2020-07-27 12:42:48,807 - mmaction - INFO - Epoch [134][1060/3757] lr: 1.590e-02, eta: 1 day, 6:25:39, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4031, top5_acc: 0.6312, loss_cls: 2.6811, loss: 2.6811, grad_norm: 4.3409 2020-07-27 12:43:00,253 - mmaction - INFO - Epoch [134][1080/3757] lr: 1.590e-02, eta: 1 day, 6:25:26, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4227, top5_acc: 0.6680, loss_cls: 2.5861, loss: 2.5861, grad_norm: 4.3050 2020-07-27 12:43:11,668 - mmaction - INFO - Epoch [134][1100/3757] lr: 1.590e-02, eta: 1 day, 6:25:13, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3930, top5_acc: 0.6383, loss_cls: 2.7361, loss: 2.7361, grad_norm: 4.4774 2020-07-27 12:43:23,101 - mmaction - INFO - Epoch [134][1120/3757] lr: 1.590e-02, eta: 1 day, 6:25:00, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3898, top5_acc: 0.6336, loss_cls: 2.7830, loss: 2.7830, grad_norm: 4.4937 2020-07-27 12:43:34,583 - mmaction - INFO - Epoch [134][1140/3757] lr: 1.590e-02, eta: 1 day, 6:24:47, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.3883, top5_acc: 0.6430, loss_cls: 2.7410, loss: 2.7410, grad_norm: 4.3392 2020-07-27 12:43:46,025 - mmaction - INFO - Epoch [134][1160/3757] lr: 1.590e-02, eta: 1 day, 6:24:34, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4016, top5_acc: 0.6484, loss_cls: 2.6850, loss: 2.6850, grad_norm: 4.2714 2020-07-27 12:43:57,459 - mmaction - INFO - Epoch [134][1180/3757] lr: 1.590e-02, eta: 1 day, 6:24:22, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3984, top5_acc: 0.6492, loss_cls: 2.6946, loss: 2.6946, grad_norm: 4.3093 2020-07-27 12:44:08,874 - mmaction - INFO - Epoch [134][1200/3757] lr: 1.590e-02, eta: 1 day, 6:24:09, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3953, top5_acc: 0.6367, loss_cls: 2.7432, loss: 2.7432, grad_norm: 4.3361 2020-07-27 12:44:20,395 - mmaction - INFO - Epoch [134][1220/3757] lr: 1.590e-02, eta: 1 day, 6:23:56, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4047, top5_acc: 0.6492, loss_cls: 2.6720, loss: 2.6720, grad_norm: 4.3526 2020-07-27 12:44:31,850 - mmaction - INFO - Epoch [134][1240/3757] lr: 1.590e-02, eta: 1 day, 6:23:43, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4094, top5_acc: 0.6594, loss_cls: 2.6374, loss: 2.6374, grad_norm: 4.2869 2020-07-27 12:44:43,264 - mmaction - INFO - Epoch [134][1260/3757] lr: 1.590e-02, eta: 1 day, 6:23:30, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3844, top5_acc: 0.6352, loss_cls: 2.7773, loss: 2.7773, grad_norm: 4.5140 2020-07-27 12:44:54,651 - mmaction - INFO - Epoch [134][1280/3757] lr: 1.590e-02, eta: 1 day, 6:23:17, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3820, top5_acc: 0.6289, loss_cls: 2.8151, loss: 2.8151, grad_norm: 4.4636 2020-07-27 12:45:06,078 - mmaction - INFO - Epoch [134][1300/3757] lr: 1.590e-02, eta: 1 day, 6:23:04, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4039, top5_acc: 0.6406, loss_cls: 2.7133, loss: 2.7133, grad_norm: 4.3817 2020-07-27 12:45:17,775 - mmaction - INFO - Epoch [134][1320/3757] lr: 1.590e-02, eta: 1 day, 6:22:51, time: 0.585, data_time: 0.024, memory: 5232, top1_acc: 0.4078, top5_acc: 0.6312, loss_cls: 2.6904, loss: 2.6904, grad_norm: 4.2416 2020-07-27 12:45:29,292 - mmaction - INFO - Epoch [134][1340/3757] lr: 1.590e-02, eta: 1 day, 6:22:38, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4055, top5_acc: 0.6516, loss_cls: 2.6720, loss: 2.6720, grad_norm: 4.4225 2020-07-27 12:45:40,695 - mmaction - INFO - Epoch [134][1360/3757] lr: 1.590e-02, eta: 1 day, 6:22:25, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3984, top5_acc: 0.6438, loss_cls: 2.7345, loss: 2.7345, grad_norm: 4.3181 2020-07-27 12:45:52,130 - mmaction - INFO - Epoch [134][1380/3757] lr: 1.590e-02, eta: 1 day, 6:22:12, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.3711, top5_acc: 0.6164, loss_cls: 2.8782, loss: 2.8782, grad_norm: 4.4044 2020-07-27 12:46:03,651 - mmaction - INFO - Epoch [134][1400/3757] lr: 1.590e-02, eta: 1 day, 6:21:59, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4023, top5_acc: 0.6445, loss_cls: 2.7294, loss: 2.7294, grad_norm: 4.3059 2020-07-27 12:46:14,992 - mmaction - INFO - Epoch [134][1420/3757] lr: 1.590e-02, eta: 1 day, 6:21:46, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3906, top5_acc: 0.6398, loss_cls: 2.7558, loss: 2.7558, grad_norm: 4.2895 2020-07-27 12:46:26,423 - mmaction - INFO - Epoch [134][1440/3757] lr: 1.590e-02, eta: 1 day, 6:21:33, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3875, top5_acc: 0.6258, loss_cls: 2.8221, loss: 2.8221, grad_norm: 4.4096 2020-07-27 12:46:37,811 - mmaction - INFO - Epoch [134][1460/3757] lr: 1.590e-02, eta: 1 day, 6:21:20, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.3875, top5_acc: 0.6500, loss_cls: 2.7843, loss: 2.7843, grad_norm: 4.3705 2020-07-27 12:46:49,291 - mmaction - INFO - Epoch [134][1480/3757] lr: 1.590e-02, eta: 1 day, 6:21:07, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3906, top5_acc: 0.6305, loss_cls: 2.7451, loss: 2.7451, grad_norm: 4.4012 2020-07-27 12:47:00,692 - mmaction - INFO - Epoch [134][1500/3757] lr: 1.590e-02, eta: 1 day, 6:20:54, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3852, top5_acc: 0.6469, loss_cls: 2.7383, loss: 2.7383, grad_norm: 4.3194 2020-07-27 12:47:12,052 - mmaction - INFO - Epoch [134][1520/3757] lr: 1.590e-02, eta: 1 day, 6:20:41, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3867, top5_acc: 0.6539, loss_cls: 2.6842, loss: 2.6842, grad_norm: 4.3098 2020-07-27 12:47:23,450 - mmaction - INFO - Epoch [134][1540/3757] lr: 1.590e-02, eta: 1 day, 6:20:28, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3914, top5_acc: 0.6320, loss_cls: 2.8089, loss: 2.8089, grad_norm: 4.3334 2020-07-27 12:47:34,884 - mmaction - INFO - Epoch [134][1560/3757] lr: 1.590e-02, eta: 1 day, 6:20:15, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3883, top5_acc: 0.6484, loss_cls: 2.7091, loss: 2.7091, grad_norm: 4.3408 2020-07-27 12:47:46,333 - mmaction - INFO - Epoch [134][1580/3757] lr: 1.590e-02, eta: 1 day, 6:20:02, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4055, top5_acc: 0.6320, loss_cls: 2.7780, loss: 2.7780, grad_norm: 4.3191 2020-07-27 12:47:57,781 - mmaction - INFO - Epoch [134][1600/3757] lr: 1.590e-02, eta: 1 day, 6:19:49, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4086, top5_acc: 0.6539, loss_cls: 2.7012, loss: 2.7012, grad_norm: 4.3537 2020-07-27 12:48:09,213 - mmaction - INFO - Epoch [134][1620/3757] lr: 1.590e-02, eta: 1 day, 6:19:36, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3914, top5_acc: 0.6578, loss_cls: 2.6773, loss: 2.6773, grad_norm: 4.3941 2020-07-27 12:48:20,687 - mmaction - INFO - Epoch [134][1640/3757] lr: 1.590e-02, eta: 1 day, 6:19:23, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.3930, top5_acc: 0.6391, loss_cls: 2.7339, loss: 2.7339, grad_norm: 4.3451 2020-07-27 12:48:32,301 - mmaction - INFO - Epoch [134][1660/3757] lr: 1.590e-02, eta: 1 day, 6:19:10, time: 0.581, data_time: 0.014, memory: 5232, top1_acc: 0.4000, top5_acc: 0.6344, loss_cls: 2.6903, loss: 2.6903, grad_norm: 4.2372 2020-07-27 12:48:43,771 - mmaction - INFO - Epoch [134][1680/3757] lr: 1.590e-02, eta: 1 day, 6:18:57, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4016, top5_acc: 0.6328, loss_cls: 2.7890, loss: 2.7890, grad_norm: 4.3631 2020-07-27 12:48:55,253 - mmaction - INFO - Epoch [134][1700/3757] lr: 1.590e-02, eta: 1 day, 6:18:44, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3805, top5_acc: 0.6273, loss_cls: 2.8207, loss: 2.8207, grad_norm: 4.3710 2020-07-27 12:49:06,772 - mmaction - INFO - Epoch [134][1720/3757] lr: 1.590e-02, eta: 1 day, 6:18:31, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4016, top5_acc: 0.6398, loss_cls: 2.7659, loss: 2.7659, grad_norm: 4.3591 2020-07-27 12:49:18,254 - mmaction - INFO - Epoch [134][1740/3757] lr: 1.590e-02, eta: 1 day, 6:18:18, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4141, top5_acc: 0.6523, loss_cls: 2.6938, loss: 2.6938, grad_norm: 4.2740 2020-07-27 12:49:29,638 - mmaction - INFO - Epoch [134][1760/3757] lr: 1.590e-02, eta: 1 day, 6:18:05, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3844, top5_acc: 0.6297, loss_cls: 2.7960, loss: 2.7960, grad_norm: 4.4441 2020-07-27 12:49:41,159 - mmaction - INFO - Epoch [134][1780/3757] lr: 1.590e-02, eta: 1 day, 6:17:53, time: 0.576, data_time: 0.002, memory: 5232, top1_acc: 0.4000, top5_acc: 0.6375, loss_cls: 2.7283, loss: 2.7283, grad_norm: 4.2656 2020-07-27 12:49:52,637 - mmaction - INFO - Epoch [134][1800/3757] lr: 1.590e-02, eta: 1 day, 6:17:40, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3852, top5_acc: 0.6344, loss_cls: 2.8142, loss: 2.8142, grad_norm: 4.5130 2020-07-27 12:50:04,224 - mmaction - INFO - Epoch [134][1820/3757] lr: 1.590e-02, eta: 1 day, 6:17:27, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.3781, top5_acc: 0.6117, loss_cls: 2.8227, loss: 2.8227, grad_norm: 4.2578 2020-07-27 12:50:15,611 - mmaction - INFO - Epoch [134][1840/3757] lr: 1.590e-02, eta: 1 day, 6:17:14, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3945, top5_acc: 0.6250, loss_cls: 2.8047, loss: 2.8047, grad_norm: 4.3660 2020-07-27 12:50:27,335 - mmaction - INFO - Epoch [134][1860/3757] lr: 1.590e-02, eta: 1 day, 6:17:01, time: 0.586, data_time: 0.023, memory: 5232, top1_acc: 0.3836, top5_acc: 0.6344, loss_cls: 2.8311, loss: 2.8311, grad_norm: 4.5462 2020-07-27 12:50:38,836 - mmaction - INFO - Epoch [134][1880/3757] lr: 1.590e-02, eta: 1 day, 6:16:48, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3742, top5_acc: 0.6289, loss_cls: 2.7835, loss: 2.7835, grad_norm: 4.3946 2020-07-27 12:50:50,329 - mmaction - INFO - Epoch [134][1900/3757] lr: 1.590e-02, eta: 1 day, 6:16:35, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3820, top5_acc: 0.6438, loss_cls: 2.7262, loss: 2.7262, grad_norm: 4.4217 2020-07-27 12:51:01,656 - mmaction - INFO - Epoch [134][1920/3757] lr: 1.590e-02, eta: 1 day, 6:16:22, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3828, top5_acc: 0.6297, loss_cls: 2.7882, loss: 2.7882, grad_norm: 4.2981 2020-07-27 12:51:13,035 - mmaction - INFO - Epoch [134][1940/3757] lr: 1.590e-02, eta: 1 day, 6:16:09, time: 0.569, data_time: 0.005, memory: 5232, top1_acc: 0.3734, top5_acc: 0.6156, loss_cls: 2.8175, loss: 2.8175, grad_norm: 4.4006 2020-07-27 12:51:24,507 - mmaction - INFO - Epoch [134][1960/3757] lr: 1.590e-02, eta: 1 day, 6:15:56, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3773, top5_acc: 0.6211, loss_cls: 2.8132, loss: 2.8132, grad_norm: 4.3553 2020-07-27 12:51:35,920 - mmaction - INFO - Epoch [134][1980/3757] lr: 1.590e-02, eta: 1 day, 6:15:43, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.3891, top5_acc: 0.6562, loss_cls: 2.6890, loss: 2.6890, grad_norm: 4.3659 2020-07-27 12:51:47,330 - mmaction - INFO - Epoch [134][2000/3757] lr: 1.590e-02, eta: 1 day, 6:15:30, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4086, top5_acc: 0.6609, loss_cls: 2.6583, loss: 2.6583, grad_norm: 4.1786 2020-07-27 12:51:58,941 - mmaction - INFO - Epoch [134][2020/3757] lr: 1.590e-02, eta: 1 day, 6:15:17, time: 0.580, data_time: 0.018, memory: 5232, top1_acc: 0.3867, top5_acc: 0.6469, loss_cls: 2.6978, loss: 2.6978, grad_norm: 4.3620 2020-07-27 12:52:10,318 - mmaction - INFO - Epoch [134][2040/3757] lr: 1.590e-02, eta: 1 day, 6:15:04, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.3867, top5_acc: 0.6516, loss_cls: 2.7305, loss: 2.7305, grad_norm: 4.4105 2020-07-27 12:52:21,821 - mmaction - INFO - Epoch [134][2060/3757] lr: 1.590e-02, eta: 1 day, 6:14:51, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4141, top5_acc: 0.6633, loss_cls: 2.6371, loss: 2.6371, grad_norm: 4.3620 2020-07-27 12:52:33,159 - mmaction - INFO - Epoch [134][2080/3757] lr: 1.590e-02, eta: 1 day, 6:14:38, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3797, top5_acc: 0.6320, loss_cls: 2.8148, loss: 2.8148, grad_norm: 4.3742 2020-07-27 12:52:44,640 - mmaction - INFO - Epoch [134][2100/3757] lr: 1.590e-02, eta: 1 day, 6:14:25, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4219, top5_acc: 0.6406, loss_cls: 2.6902, loss: 2.6902, grad_norm: 4.2405 2020-07-27 12:52:56,028 - mmaction - INFO - Epoch [134][2120/3757] lr: 1.590e-02, eta: 1 day, 6:14:12, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3914, top5_acc: 0.6500, loss_cls: 2.7628, loss: 2.7628, grad_norm: 4.5161 2020-07-27 12:53:07,466 - mmaction - INFO - Epoch [134][2140/3757] lr: 1.590e-02, eta: 1 day, 6:13:59, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3867, top5_acc: 0.6328, loss_cls: 2.7861, loss: 2.7861, grad_norm: 4.4453 2020-07-27 12:53:18,930 - mmaction - INFO - Epoch [134][2160/3757] lr: 1.590e-02, eta: 1 day, 6:13:46, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3781, top5_acc: 0.6328, loss_cls: 2.8074, loss: 2.8074, grad_norm: 4.5280 2020-07-27 12:53:30,319 - mmaction - INFO - Epoch [134][2180/3757] lr: 1.590e-02, eta: 1 day, 6:13:33, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3734, top5_acc: 0.6047, loss_cls: 2.8081, loss: 2.8081, grad_norm: 4.2615 2020-07-27 12:53:41,729 - mmaction - INFO - Epoch [134][2200/3757] lr: 1.590e-02, eta: 1 day, 6:13:20, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3789, top5_acc: 0.6031, loss_cls: 2.8862, loss: 2.8862, grad_norm: 4.4266 2020-07-27 12:53:53,109 - mmaction - INFO - Epoch [134][2220/3757] lr: 1.590e-02, eta: 1 day, 6:13:07, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.4008, top5_acc: 0.6570, loss_cls: 2.7274, loss: 2.7274, grad_norm: 4.4038 2020-07-27 12:54:04,541 - mmaction - INFO - Epoch [134][2240/3757] lr: 1.590e-02, eta: 1 day, 6:12:54, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3852, top5_acc: 0.6445, loss_cls: 2.7456, loss: 2.7456, grad_norm: 4.3672 2020-07-27 12:54:16,065 - mmaction - INFO - Epoch [134][2260/3757] lr: 1.590e-02, eta: 1 day, 6:12:41, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3844, top5_acc: 0.6250, loss_cls: 2.8245, loss: 2.8245, grad_norm: 4.3235 2020-07-27 12:54:27,478 - mmaction - INFO - Epoch [134][2280/3757] lr: 1.590e-02, eta: 1 day, 6:12:28, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.4078, top5_acc: 0.6562, loss_cls: 2.6567, loss: 2.6567, grad_norm: 4.2597 2020-07-27 12:54:38,969 - mmaction - INFO - Epoch [134][2300/3757] lr: 1.590e-02, eta: 1 day, 6:12:16, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3875, top5_acc: 0.6234, loss_cls: 2.8286, loss: 2.8286, grad_norm: 4.3738 2020-07-27 12:54:50,445 - mmaction - INFO - Epoch [134][2320/3757] lr: 1.590e-02, eta: 1 day, 6:12:03, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3992, top5_acc: 0.6281, loss_cls: 2.7850, loss: 2.7850, grad_norm: 4.3047 2020-07-27 12:55:02,059 - mmaction - INFO - Epoch [134][2340/3757] lr: 1.590e-02, eta: 1 day, 6:11:50, time: 0.580, data_time: 0.003, memory: 5232, top1_acc: 0.4188, top5_acc: 0.6609, loss_cls: 2.6310, loss: 2.6310, grad_norm: 4.2882 2020-07-27 12:55:13,354 - mmaction - INFO - Epoch [134][2360/3757] lr: 1.590e-02, eta: 1 day, 6:11:37, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.3875, top5_acc: 0.6234, loss_cls: 2.7873, loss: 2.7873, grad_norm: 4.4816 2020-07-27 12:55:24,807 - mmaction - INFO - Epoch [134][2380/3757] lr: 1.590e-02, eta: 1 day, 6:11:24, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3867, top5_acc: 0.6297, loss_cls: 2.7673, loss: 2.7673, grad_norm: 4.3970 2020-07-27 12:55:36,203 - mmaction - INFO - Epoch [134][2400/3757] lr: 1.590e-02, eta: 1 day, 6:11:11, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3898, top5_acc: 0.6516, loss_cls: 2.6921, loss: 2.6921, grad_norm: 4.4344 2020-07-27 12:55:47,644 - mmaction - INFO - Epoch [134][2420/3757] lr: 1.590e-02, eta: 1 day, 6:10:58, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3812, top5_acc: 0.6375, loss_cls: 2.7492, loss: 2.7492, grad_norm: 4.3927 2020-07-27 12:55:59,094 - mmaction - INFO - Epoch [134][2440/3757] lr: 1.590e-02, eta: 1 day, 6:10:45, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3789, top5_acc: 0.6109, loss_cls: 2.8432, loss: 2.8432, grad_norm: 4.3549 2020-07-27 12:56:10,564 - mmaction - INFO - Epoch [134][2460/3757] lr: 1.590e-02, eta: 1 day, 6:10:32, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4062, top5_acc: 0.6391, loss_cls: 2.7658, loss: 2.7658, grad_norm: 4.3303 2020-07-27 12:56:22,278 - mmaction - INFO - Epoch [134][2480/3757] lr: 1.590e-02, eta: 1 day, 6:10:19, time: 0.585, data_time: 0.019, memory: 5232, top1_acc: 0.3883, top5_acc: 0.6352, loss_cls: 2.7526, loss: 2.7526, grad_norm: 4.4146 2020-07-27 12:56:33,557 - mmaction - INFO - Epoch [134][2500/3757] lr: 1.590e-02, eta: 1 day, 6:10:06, time: 0.564, data_time: 0.002, memory: 5232, top1_acc: 0.3758, top5_acc: 0.6375, loss_cls: 2.8067, loss: 2.8067, grad_norm: 4.2765 2020-07-27 12:56:44,968 - mmaction - INFO - Epoch [134][2520/3757] lr: 1.590e-02, eta: 1 day, 6:09:53, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3875, top5_acc: 0.6266, loss_cls: 2.7431, loss: 2.7431, grad_norm: 4.4651 2020-07-27 12:56:56,401 - mmaction - INFO - Epoch [134][2540/3757] lr: 1.590e-02, eta: 1 day, 6:09:40, time: 0.572, data_time: 0.012, memory: 5232, top1_acc: 0.4055, top5_acc: 0.6320, loss_cls: 2.8030, loss: 2.8030, grad_norm: 4.4040 2020-07-27 12:57:07,816 - mmaction - INFO - Epoch [134][2560/3757] lr: 1.590e-02, eta: 1 day, 6:09:27, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4086, top5_acc: 0.6602, loss_cls: 2.6937, loss: 2.6937, grad_norm: 4.4774 2020-07-27 12:57:19,278 - mmaction - INFO - Epoch [134][2580/3757] lr: 1.590e-02, eta: 1 day, 6:09:14, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3906, top5_acc: 0.6242, loss_cls: 2.8345, loss: 2.8345, grad_norm: 4.4879 2020-07-27 12:57:30,725 - mmaction - INFO - Epoch [134][2600/3757] lr: 1.590e-02, eta: 1 day, 6:09:01, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3867, top5_acc: 0.6375, loss_cls: 2.7103, loss: 2.7103, grad_norm: 4.3597 2020-07-27 12:57:42,159 - mmaction - INFO - Epoch [134][2620/3757] lr: 1.590e-02, eta: 1 day, 6:08:48, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3984, top5_acc: 0.6414, loss_cls: 2.7508, loss: 2.7508, grad_norm: 4.3408 2020-07-27 12:57:53,610 - mmaction - INFO - Epoch [134][2640/3757] lr: 1.590e-02, eta: 1 day, 6:08:35, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.3812, top5_acc: 0.6344, loss_cls: 2.7898, loss: 2.7898, grad_norm: 4.4672 2020-07-27 12:58:05,266 - mmaction - INFO - Epoch [134][2660/3757] lr: 1.590e-02, eta: 1 day, 6:08:22, time: 0.583, data_time: 0.021, memory: 5232, top1_acc: 0.3867, top5_acc: 0.6195, loss_cls: 2.8017, loss: 2.8017, grad_norm: 4.3161 2020-07-27 12:58:16,723 - mmaction - INFO - Epoch [134][2680/3757] lr: 1.590e-02, eta: 1 day, 6:08:09, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4078, top5_acc: 0.6508, loss_cls: 2.6634, loss: 2.6634, grad_norm: 4.2539 2020-07-27 12:58:28,119 - mmaction - INFO - Epoch [134][2700/3757] lr: 1.590e-02, eta: 1 day, 6:07:56, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3625, top5_acc: 0.6312, loss_cls: 2.7911, loss: 2.7911, grad_norm: 4.5087 2020-07-27 12:58:39,489 - mmaction - INFO - Epoch [134][2720/3757] lr: 1.590e-02, eta: 1 day, 6:07:43, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4078, top5_acc: 0.6344, loss_cls: 2.7232, loss: 2.7232, grad_norm: 4.3392 2020-07-27 12:58:50,936 - mmaction - INFO - Epoch [134][2740/3757] lr: 1.590e-02, eta: 1 day, 6:07:30, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3930, top5_acc: 0.6414, loss_cls: 2.7308, loss: 2.7308, grad_norm: 4.3516 2020-07-27 12:59:02,471 - mmaction - INFO - Epoch [134][2760/3757] lr: 1.590e-02, eta: 1 day, 6:07:17, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3977, top5_acc: 0.6234, loss_cls: 2.7856, loss: 2.7856, grad_norm: 4.4063 2020-07-27 12:59:13,982 - mmaction - INFO - Epoch [134][2780/3757] lr: 1.590e-02, eta: 1 day, 6:07:05, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3930, top5_acc: 0.6242, loss_cls: 2.7763, loss: 2.7763, grad_norm: 4.3006 2020-07-27 12:59:25,383 - mmaction - INFO - Epoch [134][2800/3757] lr: 1.590e-02, eta: 1 day, 6:06:52, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3930, top5_acc: 0.6305, loss_cls: 2.7586, loss: 2.7586, grad_norm: 4.3584 2020-07-27 12:59:36,806 - mmaction - INFO - Epoch [134][2820/3757] lr: 1.590e-02, eta: 1 day, 6:06:39, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3898, top5_acc: 0.6336, loss_cls: 2.7865, loss: 2.7865, grad_norm: 4.4120 2020-07-27 12:59:48,195 - mmaction - INFO - Epoch [134][2840/3757] lr: 1.590e-02, eta: 1 day, 6:06:26, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3937, top5_acc: 0.6438, loss_cls: 2.7471, loss: 2.7471, grad_norm: 4.3939 2020-07-27 12:59:59,645 - mmaction - INFO - Epoch [134][2860/3757] lr: 1.590e-02, eta: 1 day, 6:06:13, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3898, top5_acc: 0.6461, loss_cls: 2.7192, loss: 2.7192, grad_norm: 4.4058 2020-07-27 13:00:17,509 - mmaction - INFO - Epoch [134][2880/3757] lr: 1.590e-02, eta: 1 day, 6:06:03, time: 0.883, data_time: 0.006, memory: 5232, top1_acc: 0.4094, top5_acc: 0.6531, loss_cls: 2.6884, loss: 2.6884, grad_norm: 4.4310 2020-07-27 13:00:28,981 - mmaction - INFO - Epoch [134][2900/3757] lr: 1.590e-02, eta: 1 day, 6:05:50, time: 0.585, data_time: 0.014, memory: 5232, top1_acc: 0.3719, top5_acc: 0.6141, loss_cls: 2.9126, loss: 2.9126, grad_norm: 4.4911 2020-07-27 13:00:40,467 - mmaction - INFO - Epoch [134][2920/3757] lr: 1.590e-02, eta: 1 day, 6:05:37, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4016, top5_acc: 0.6305, loss_cls: 2.7733, loss: 2.7733, grad_norm: 4.3578 2020-07-27 13:00:51,943 - mmaction - INFO - Epoch [134][2940/3757] lr: 1.590e-02, eta: 1 day, 6:05:24, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3898, top5_acc: 0.6406, loss_cls: 2.7625, loss: 2.7625, grad_norm: 4.3508 2020-07-27 13:01:03,325 - mmaction - INFO - Epoch [134][2960/3757] lr: 1.590e-02, eta: 1 day, 6:05:11, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3922, top5_acc: 0.6383, loss_cls: 2.7145, loss: 2.7145, grad_norm: 4.3906 2020-07-27 13:01:14,752 - mmaction - INFO - Epoch [134][2980/3757] lr: 1.590e-02, eta: 1 day, 6:04:58, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4039, top5_acc: 0.6445, loss_cls: 2.6671, loss: 2.6671, grad_norm: 4.3175 2020-07-27 13:01:26,216 - mmaction - INFO - Epoch [134][3000/3757] lr: 1.590e-02, eta: 1 day, 6:04:45, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3805, top5_acc: 0.6250, loss_cls: 2.7978, loss: 2.7978, grad_norm: 4.5874 2020-07-27 13:01:37,518 - mmaction - INFO - Epoch [134][3020/3757] lr: 1.590e-02, eta: 1 day, 6:04:32, time: 0.565, data_time: 0.002, memory: 5232, top1_acc: 0.3820, top5_acc: 0.6312, loss_cls: 2.7678, loss: 2.7678, grad_norm: 4.4106 2020-07-27 13:01:48,934 - mmaction - INFO - Epoch [134][3040/3757] lr: 1.590e-02, eta: 1 day, 6:04:19, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3883, top5_acc: 0.6312, loss_cls: 2.8314, loss: 2.8314, grad_norm: 4.3328 2020-07-27 13:02:00,357 - mmaction - INFO - Epoch [134][3060/3757] lr: 1.590e-02, eta: 1 day, 6:04:06, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3758, top5_acc: 0.6383, loss_cls: 2.7786, loss: 2.7786, grad_norm: 4.4756 2020-07-27 13:02:11,726 - mmaction - INFO - Epoch [134][3080/3757] lr: 1.590e-02, eta: 1 day, 6:03:53, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3867, top5_acc: 0.6273, loss_cls: 2.7741, loss: 2.7741, grad_norm: 4.4081 2020-07-27 13:02:23,245 - mmaction - INFO - Epoch [134][3100/3757] lr: 1.590e-02, eta: 1 day, 6:03:40, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4109, top5_acc: 0.6312, loss_cls: 2.7534, loss: 2.7534, grad_norm: 4.4327 2020-07-27 13:02:34,670 - mmaction - INFO - Epoch [134][3120/3757] lr: 1.590e-02, eta: 1 day, 6:03:27, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3789, top5_acc: 0.6398, loss_cls: 2.7833, loss: 2.7833, grad_norm: 4.5096 2020-07-27 13:02:46,114 - mmaction - INFO - Epoch [134][3140/3757] lr: 1.590e-02, eta: 1 day, 6:03:14, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.3906, top5_acc: 0.6312, loss_cls: 2.7857, loss: 2.7857, grad_norm: 4.2814 2020-07-27 13:02:57,461 - mmaction - INFO - Epoch [134][3160/3757] lr: 1.590e-02, eta: 1 day, 6:03:01, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4117, top5_acc: 0.6492, loss_cls: 2.7448, loss: 2.7448, grad_norm: 4.3204 2020-07-27 13:03:08,841 - mmaction - INFO - Epoch [134][3180/3757] lr: 1.590e-02, eta: 1 day, 6:02:48, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4062, top5_acc: 0.6461, loss_cls: 2.7642, loss: 2.7642, grad_norm: 4.4035 2020-07-27 13:03:20,331 - mmaction - INFO - Epoch [134][3200/3757] lr: 1.590e-02, eta: 1 day, 6:02:35, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4086, top5_acc: 0.6633, loss_cls: 2.6400, loss: 2.6400, grad_norm: 4.2359 2020-07-27 13:03:31,749 - mmaction - INFO - Epoch [134][3220/3757] lr: 1.590e-02, eta: 1 day, 6:02:22, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3656, top5_acc: 0.6414, loss_cls: 2.7950, loss: 2.7950, grad_norm: 4.5401 2020-07-27 13:03:43,192 - mmaction - INFO - Epoch [134][3240/3757] lr: 1.590e-02, eta: 1 day, 6:02:09, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3680, top5_acc: 0.6219, loss_cls: 2.8166, loss: 2.8166, grad_norm: 4.4404 2020-07-27 13:03:54,603 - mmaction - INFO - Epoch [134][3260/3757] lr: 1.590e-02, eta: 1 day, 6:01:56, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4047, top5_acc: 0.6531, loss_cls: 2.6556, loss: 2.6556, grad_norm: 4.3464 2020-07-27 13:04:06,032 - mmaction - INFO - Epoch [134][3280/3757] lr: 1.590e-02, eta: 1 day, 6:01:43, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3617, top5_acc: 0.6109, loss_cls: 2.8868, loss: 2.8868, grad_norm: 4.5590 2020-07-27 13:04:17,548 - mmaction - INFO - Epoch [134][3300/3757] lr: 1.590e-02, eta: 1 day, 6:01:30, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3727, top5_acc: 0.6242, loss_cls: 2.8498, loss: 2.8498, grad_norm: 4.4843 2020-07-27 13:04:29,098 - mmaction - INFO - Epoch [134][3320/3757] lr: 1.590e-02, eta: 1 day, 6:01:18, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3828, top5_acc: 0.6102, loss_cls: 2.8338, loss: 2.8338, grad_norm: 4.2505 2020-07-27 13:04:40,504 - mmaction - INFO - Epoch [134][3340/3757] lr: 1.590e-02, eta: 1 day, 6:01:05, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3891, top5_acc: 0.6344, loss_cls: 2.7546, loss: 2.7546, grad_norm: 4.4761 2020-07-27 13:04:51,922 - mmaction - INFO - Epoch [134][3360/3757] lr: 1.590e-02, eta: 1 day, 6:00:52, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4078, top5_acc: 0.6398, loss_cls: 2.7085, loss: 2.7085, grad_norm: 4.2996 2020-07-27 13:05:03,351 - mmaction - INFO - Epoch [134][3380/3757] lr: 1.590e-02, eta: 1 day, 6:00:39, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3922, top5_acc: 0.6461, loss_cls: 2.7075, loss: 2.7075, grad_norm: 4.3818 2020-07-27 13:05:14,880 - mmaction - INFO - Epoch [134][3400/3757] lr: 1.590e-02, eta: 1 day, 6:00:26, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3844, top5_acc: 0.6430, loss_cls: 2.7455, loss: 2.7455, grad_norm: 4.4281 2020-07-27 13:05:26,263 - mmaction - INFO - Epoch [134][3420/3757] lr: 1.590e-02, eta: 1 day, 6:00:13, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3937, top5_acc: 0.6422, loss_cls: 2.7290, loss: 2.7290, grad_norm: 4.3193 2020-07-27 13:05:37,621 - mmaction - INFO - Epoch [134][3440/3757] lr: 1.590e-02, eta: 1 day, 6:00:00, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3984, top5_acc: 0.6383, loss_cls: 2.7399, loss: 2.7399, grad_norm: 4.4845 2020-07-27 13:05:49,033 - mmaction - INFO - Epoch [134][3460/3757] lr: 1.590e-02, eta: 1 day, 5:59:47, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3719, top5_acc: 0.6133, loss_cls: 2.8290, loss: 2.8290, grad_norm: 4.3340 2020-07-27 13:06:00,449 - mmaction - INFO - Epoch [134][3480/3757] lr: 1.590e-02, eta: 1 day, 5:59:34, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3992, top5_acc: 0.6453, loss_cls: 2.6454, loss: 2.6454, grad_norm: 4.2821 2020-07-27 13:06:11,877 - mmaction - INFO - Epoch [134][3500/3757] lr: 1.590e-02, eta: 1 day, 5:59:21, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3898, top5_acc: 0.6242, loss_cls: 2.7762, loss: 2.7762, grad_norm: 4.2644 2020-07-27 13:06:23,260 - mmaction - INFO - Epoch [134][3520/3757] lr: 1.590e-02, eta: 1 day, 5:59:08, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3844, top5_acc: 0.6555, loss_cls: 2.7427, loss: 2.7427, grad_norm: 4.2582 2020-07-27 13:06:34,673 - mmaction - INFO - Epoch [134][3540/3757] lr: 1.590e-02, eta: 1 day, 5:58:55, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3977, top5_acc: 0.6523, loss_cls: 2.6988, loss: 2.6988, grad_norm: 4.3924 2020-07-27 13:06:46,182 - mmaction - INFO - Epoch [134][3560/3757] lr: 1.590e-02, eta: 1 day, 5:58:42, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3656, top5_acc: 0.6391, loss_cls: 2.7675, loss: 2.7675, grad_norm: 4.4670 2020-07-27 13:06:57,569 - mmaction - INFO - Epoch [134][3580/3757] lr: 1.590e-02, eta: 1 day, 5:58:29, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.3594, top5_acc: 0.6156, loss_cls: 2.9167, loss: 2.9167, grad_norm: 4.4392 2020-07-27 13:07:09,038 - mmaction - INFO - Epoch [134][3600/3757] lr: 1.590e-02, eta: 1 day, 5:58:16, time: 0.573, data_time: 0.016, memory: 5232, top1_acc: 0.3781, top5_acc: 0.6180, loss_cls: 2.8159, loss: 2.8159, grad_norm: 4.3575 2020-07-27 13:07:20,460 - mmaction - INFO - Epoch [134][3620/3757] lr: 1.590e-02, eta: 1 day, 5:58:03, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3984, top5_acc: 0.6461, loss_cls: 2.6892, loss: 2.6892, grad_norm: 4.3006 2020-07-27 13:07:31,903 - mmaction - INFO - Epoch [134][3640/3757] lr: 1.590e-02, eta: 1 day, 5:57:50, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3859, top5_acc: 0.6469, loss_cls: 2.7013, loss: 2.7013, grad_norm: 4.4532 2020-07-27 13:07:43,390 - mmaction - INFO - Epoch [134][3660/3757] lr: 1.590e-02, eta: 1 day, 5:57:37, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4180, top5_acc: 0.6602, loss_cls: 2.6774, loss: 2.6774, grad_norm: 4.2992 2020-07-27 13:07:54,820 - mmaction - INFO - Epoch [134][3680/3757] lr: 1.590e-02, eta: 1 day, 5:57:24, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3953, top5_acc: 0.6172, loss_cls: 2.7955, loss: 2.7955, grad_norm: 4.3307 2020-07-27 13:08:06,307 - mmaction - INFO - Epoch [134][3700/3757] lr: 1.590e-02, eta: 1 day, 5:57:11, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4062, top5_acc: 0.6250, loss_cls: 2.6982, loss: 2.6982, grad_norm: 4.3907 2020-07-27 13:08:17,678 - mmaction - INFO - Epoch [134][3720/3757] lr: 1.590e-02, eta: 1 day, 5:56:58, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3773, top5_acc: 0.6281, loss_cls: 2.8010, loss: 2.8010, grad_norm: 4.4350 2020-07-27 13:08:29,106 - mmaction - INFO - Epoch [134][3740/3757] lr: 1.590e-02, eta: 1 day, 5:56:45, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4023, top5_acc: 0.6344, loss_cls: 2.7242, loss: 2.7242, grad_norm: 4.2666 2020-07-27 13:12:03,819 - mmaction - INFO - Epoch [135][20/3757] lr: 1.527e-02, eta: 1 day, 5:57:42, time: 9.688, data_time: 8.998, memory: 5232, top1_acc: 0.4156, top5_acc: 0.6633, loss_cls: 2.6373, loss: 2.6373, grad_norm: 4.1932 2020-07-27 13:12:15,203 - mmaction - INFO - Epoch [135][40/3757] lr: 1.527e-02, eta: 1 day, 5:57:29, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.3977, top5_acc: 0.6367, loss_cls: 2.7223, loss: 2.7223, grad_norm: 4.3652 2020-07-27 13:12:26,524 - mmaction - INFO - Epoch [135][60/3757] lr: 1.527e-02, eta: 1 day, 5:57:16, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.3937, top5_acc: 0.6617, loss_cls: 2.6074, loss: 2.6074, grad_norm: 4.3765 2020-07-27 13:12:38,033 - mmaction - INFO - Epoch [135][80/3757] lr: 1.527e-02, eta: 1 day, 5:57:03, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3953, top5_acc: 0.6297, loss_cls: 2.7482, loss: 2.7482, grad_norm: 4.3610 2020-07-27 13:12:49,425 - mmaction - INFO - Epoch [135][100/3757] lr: 1.527e-02, eta: 1 day, 5:56:50, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3828, top5_acc: 0.6219, loss_cls: 2.7967, loss: 2.7967, grad_norm: 4.4028 2020-07-27 13:13:00,745 - mmaction - INFO - Epoch [135][120/3757] lr: 1.527e-02, eta: 1 day, 5:56:37, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3898, top5_acc: 0.6422, loss_cls: 2.7616, loss: 2.7616, grad_norm: 4.5211 2020-07-27 13:13:12,125 - mmaction - INFO - Epoch [135][140/3757] lr: 1.527e-02, eta: 1 day, 5:56:24, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4281, top5_acc: 0.6734, loss_cls: 2.5628, loss: 2.5628, grad_norm: 4.2229 2020-07-27 13:13:23,438 - mmaction - INFO - Epoch [135][160/3757] lr: 1.527e-02, eta: 1 day, 5:56:11, time: 0.566, data_time: 0.004, memory: 5232, top1_acc: 0.4117, top5_acc: 0.6430, loss_cls: 2.6990, loss: 2.6990, grad_norm: 4.3149 2020-07-27 13:13:34,811 - mmaction - INFO - Epoch [135][180/3757] lr: 1.527e-02, eta: 1 day, 5:55:58, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.4219, top5_acc: 0.6687, loss_cls: 2.5665, loss: 2.5665, grad_norm: 4.2801 2020-07-27 13:13:46,159 - mmaction - INFO - Epoch [135][200/3757] lr: 1.527e-02, eta: 1 day, 5:55:45, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3961, top5_acc: 0.6320, loss_cls: 2.7000, loss: 2.7000, grad_norm: 4.5461 2020-07-27 13:13:57,549 - mmaction - INFO - Epoch [135][220/3757] lr: 1.527e-02, eta: 1 day, 5:55:32, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3883, top5_acc: 0.6328, loss_cls: 2.7404, loss: 2.7404, grad_norm: 4.4784 2020-07-27 13:14:08,973 - mmaction - INFO - Epoch [135][240/3757] lr: 1.527e-02, eta: 1 day, 5:55:19, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4070, top5_acc: 0.6633, loss_cls: 2.6399, loss: 2.6399, grad_norm: 4.3142 2020-07-27 13:14:20,383 - mmaction - INFO - Epoch [135][260/3757] lr: 1.527e-02, eta: 1 day, 5:55:06, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4047, top5_acc: 0.6477, loss_cls: 2.7475, loss: 2.7475, grad_norm: 4.4910 2020-07-27 13:14:31,827 - mmaction - INFO - Epoch [135][280/3757] lr: 1.527e-02, eta: 1 day, 5:54:53, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3969, top5_acc: 0.6406, loss_cls: 2.7416, loss: 2.7416, grad_norm: 4.3932 2020-07-27 13:14:43,611 - mmaction - INFO - Epoch [135][300/3757] lr: 1.527e-02, eta: 1 day, 5:54:40, time: 0.589, data_time: 0.028, memory: 5232, top1_acc: 0.4023, top5_acc: 0.6531, loss_cls: 2.7266, loss: 2.7266, grad_norm: 4.4406 2020-07-27 13:14:55,030 - mmaction - INFO - Epoch [135][320/3757] lr: 1.527e-02, eta: 1 day, 5:54:27, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4008, top5_acc: 0.6359, loss_cls: 2.7125, loss: 2.7125, grad_norm: 4.3704 2020-07-27 13:15:06,399 - mmaction - INFO - Epoch [135][340/3757] lr: 1.527e-02, eta: 1 day, 5:54:14, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3953, top5_acc: 0.6469, loss_cls: 2.6948, loss: 2.6948, grad_norm: 4.4804 2020-07-27 13:15:17,804 - mmaction - INFO - Epoch [135][360/3757] lr: 1.527e-02, eta: 1 day, 5:54:01, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3914, top5_acc: 0.6328, loss_cls: 2.7708, loss: 2.7708, grad_norm: 4.4581 2020-07-27 13:15:29,295 - mmaction - INFO - Epoch [135][380/3757] lr: 1.527e-02, eta: 1 day, 5:53:48, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4094, top5_acc: 0.6320, loss_cls: 2.6982, loss: 2.6982, grad_norm: 4.3381 2020-07-27 13:15:40,772 - mmaction - INFO - Epoch [135][400/3757] lr: 1.527e-02, eta: 1 day, 5:53:35, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4070, top5_acc: 0.6523, loss_cls: 2.6481, loss: 2.6481, grad_norm: 4.2226 2020-07-27 13:15:52,169 - mmaction - INFO - Epoch [135][420/3757] lr: 1.527e-02, eta: 1 day, 5:53:22, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4242, top5_acc: 0.6602, loss_cls: 2.6492, loss: 2.6492, grad_norm: 4.5111 2020-07-27 13:16:03,887 - mmaction - INFO - Epoch [135][440/3757] lr: 1.527e-02, eta: 1 day, 5:53:09, time: 0.586, data_time: 0.027, memory: 5232, top1_acc: 0.4086, top5_acc: 0.6297, loss_cls: 2.7472, loss: 2.7472, grad_norm: 4.4686 2020-07-27 13:16:15,341 - mmaction - INFO - Epoch [135][460/3757] lr: 1.527e-02, eta: 1 day, 5:52:56, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3922, top5_acc: 0.6523, loss_cls: 2.7262, loss: 2.7262, grad_norm: 4.3612 2020-07-27 13:16:26,727 - mmaction - INFO - Epoch [135][480/3757] lr: 1.527e-02, eta: 1 day, 5:52:43, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4070, top5_acc: 0.6383, loss_cls: 2.7229, loss: 2.7229, grad_norm: 4.3892 2020-07-27 13:16:38,083 - mmaction - INFO - Epoch [135][500/3757] lr: 1.527e-02, eta: 1 day, 5:52:30, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4070, top5_acc: 0.6469, loss_cls: 2.7095, loss: 2.7095, grad_norm: 4.3639 2020-07-27 13:16:49,521 - mmaction - INFO - Epoch [135][520/3757] lr: 1.527e-02, eta: 1 day, 5:52:17, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3945, top5_acc: 0.6195, loss_cls: 2.7543, loss: 2.7543, grad_norm: 4.4628 2020-07-27 13:17:00,929 - mmaction - INFO - Epoch [135][540/3757] lr: 1.527e-02, eta: 1 day, 5:52:04, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.3992, top5_acc: 0.6508, loss_cls: 2.7351, loss: 2.7351, grad_norm: 4.4833 2020-07-27 13:17:12,262 - mmaction - INFO - Epoch [135][560/3757] lr: 1.527e-02, eta: 1 day, 5:51:51, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4195, top5_acc: 0.6672, loss_cls: 2.6534, loss: 2.6534, grad_norm: 4.4787 2020-07-27 13:17:23,651 - mmaction - INFO - Epoch [135][580/3757] lr: 1.527e-02, eta: 1 day, 5:51:38, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3852, top5_acc: 0.6430, loss_cls: 2.7440, loss: 2.7440, grad_norm: 4.5500 2020-07-27 13:17:35,073 - mmaction - INFO - Epoch [135][600/3757] lr: 1.527e-02, eta: 1 day, 5:51:25, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3828, top5_acc: 0.6445, loss_cls: 2.7890, loss: 2.7890, grad_norm: 4.5803 2020-07-27 13:17:46,430 - mmaction - INFO - Epoch [135][620/3757] lr: 1.527e-02, eta: 1 day, 5:51:12, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3953, top5_acc: 0.6344, loss_cls: 2.7195, loss: 2.7195, grad_norm: 4.3825 2020-07-27 13:17:57,862 - mmaction - INFO - Epoch [135][640/3757] lr: 1.527e-02, eta: 1 day, 5:50:59, time: 0.572, data_time: 0.009, memory: 5232, top1_acc: 0.4078, top5_acc: 0.6562, loss_cls: 2.6296, loss: 2.6296, grad_norm: 4.3620 2020-07-27 13:18:09,230 - mmaction - INFO - Epoch [135][660/3757] lr: 1.527e-02, eta: 1 day, 5:50:46, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3906, top5_acc: 0.6438, loss_cls: 2.7263, loss: 2.7263, grad_norm: 4.4481 2020-07-27 13:18:20,609 - mmaction - INFO - Epoch [135][680/3757] lr: 1.527e-02, eta: 1 day, 5:50:33, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3937, top5_acc: 0.6492, loss_cls: 2.6692, loss: 2.6692, grad_norm: 4.3591 2020-07-27 13:18:32,145 - mmaction - INFO - Epoch [135][700/3757] lr: 1.527e-02, eta: 1 day, 5:50:20, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.4086, top5_acc: 0.6500, loss_cls: 2.6791, loss: 2.6791, grad_norm: 4.4523 2020-07-27 13:18:43,615 - mmaction - INFO - Epoch [135][720/3757] lr: 1.527e-02, eta: 1 day, 5:50:07, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4039, top5_acc: 0.6656, loss_cls: 2.6234, loss: 2.6234, grad_norm: 4.3706 2020-07-27 13:18:55,093 - mmaction - INFO - Epoch [135][740/3757] lr: 1.527e-02, eta: 1 day, 5:49:55, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3891, top5_acc: 0.6273, loss_cls: 2.7886, loss: 2.7886, grad_norm: 4.5769 2020-07-27 13:19:06,518 - mmaction - INFO - Epoch [135][760/3757] lr: 1.527e-02, eta: 1 day, 5:49:42, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4023, top5_acc: 0.6383, loss_cls: 2.7218, loss: 2.7218, grad_norm: 4.5043 2020-07-27 13:19:18,000 - mmaction - INFO - Epoch [135][780/3757] lr: 1.527e-02, eta: 1 day, 5:49:29, time: 0.575, data_time: 0.005, memory: 5232, top1_acc: 0.3984, top5_acc: 0.6266, loss_cls: 2.7145, loss: 2.7145, grad_norm: 4.3603 2020-07-27 13:19:29,338 - mmaction - INFO - Epoch [135][800/3757] lr: 1.527e-02, eta: 1 day, 5:49:16, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.4062, top5_acc: 0.6484, loss_cls: 2.7053, loss: 2.7053, grad_norm: 4.4097 2020-07-27 13:19:40,771 - mmaction - INFO - Epoch [135][820/3757] lr: 1.527e-02, eta: 1 day, 5:49:03, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4047, top5_acc: 0.6461, loss_cls: 2.6834, loss: 2.6834, grad_norm: 4.3592 2020-07-27 13:19:52,242 - mmaction - INFO - Epoch [135][840/3757] lr: 1.527e-02, eta: 1 day, 5:48:50, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3992, top5_acc: 0.6359, loss_cls: 2.7440, loss: 2.7440, grad_norm: 4.4960 2020-07-27 13:20:03,625 - mmaction - INFO - Epoch [135][860/3757] lr: 1.527e-02, eta: 1 day, 5:48:37, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3906, top5_acc: 0.6273, loss_cls: 2.7141, loss: 2.7141, grad_norm: 4.3303 2020-07-27 13:20:15,114 - mmaction - INFO - Epoch [135][880/3757] lr: 1.527e-02, eta: 1 day, 5:48:24, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.3664, top5_acc: 0.5945, loss_cls: 2.8858, loss: 2.8858, grad_norm: 4.4915 2020-07-27 13:20:26,522 - mmaction - INFO - Epoch [135][900/3757] lr: 1.527e-02, eta: 1 day, 5:48:11, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3969, top5_acc: 0.6219, loss_cls: 2.7575, loss: 2.7575, grad_norm: 4.4098 2020-07-27 13:20:37,873 - mmaction - INFO - Epoch [135][920/3757] lr: 1.527e-02, eta: 1 day, 5:47:58, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3906, top5_acc: 0.6492, loss_cls: 2.6605, loss: 2.6605, grad_norm: 4.3903 2020-07-27 13:20:49,301 - mmaction - INFO - Epoch [135][940/3757] lr: 1.527e-02, eta: 1 day, 5:47:45, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4141, top5_acc: 0.6531, loss_cls: 2.6465, loss: 2.6465, grad_norm: 4.2902 2020-07-27 13:21:00,689 - mmaction - INFO - Epoch [135][960/3757] lr: 1.527e-02, eta: 1 day, 5:47:32, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3719, top5_acc: 0.6266, loss_cls: 2.8254, loss: 2.8254, grad_norm: 4.5201 2020-07-27 13:21:12,182 - mmaction - INFO - Epoch [135][980/3757] lr: 1.527e-02, eta: 1 day, 5:47:19, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3922, top5_acc: 0.6484, loss_cls: 2.7186, loss: 2.7186, grad_norm: 4.4369 2020-07-27 13:21:23,699 - mmaction - INFO - Epoch [135][1000/3757] lr: 1.527e-02, eta: 1 day, 5:47:06, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3969, top5_acc: 0.6461, loss_cls: 2.6700, loss: 2.6700, grad_norm: 4.3518 2020-07-27 13:21:35,122 - mmaction - INFO - Epoch [135][1020/3757] lr: 1.527e-02, eta: 1 day, 5:46:53, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4188, top5_acc: 0.6453, loss_cls: 2.6458, loss: 2.6458, grad_norm: 4.4083 2020-07-27 13:21:46,565 - mmaction - INFO - Epoch [135][1040/3757] lr: 1.527e-02, eta: 1 day, 5:46:40, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3867, top5_acc: 0.6445, loss_cls: 2.7302, loss: 2.7302, grad_norm: 4.5258 2020-07-27 13:21:58,005 - mmaction - INFO - Epoch [135][1060/3757] lr: 1.527e-02, eta: 1 day, 5:46:27, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3781, top5_acc: 0.6156, loss_cls: 2.9006, loss: 2.9006, grad_norm: 4.4589 2020-07-27 13:22:09,439 - mmaction - INFO - Epoch [135][1080/3757] lr: 1.527e-02, eta: 1 day, 5:46:14, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3852, top5_acc: 0.6219, loss_cls: 2.7977, loss: 2.7977, grad_norm: 4.4830 2020-07-27 13:22:20,949 - mmaction - INFO - Epoch [135][1100/3757] lr: 1.527e-02, eta: 1 day, 5:46:01, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4148, top5_acc: 0.6680, loss_cls: 2.6087, loss: 2.6087, grad_norm: 4.3137 2020-07-27 13:22:32,311 - mmaction - INFO - Epoch [135][1120/3757] lr: 1.527e-02, eta: 1 day, 5:45:48, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.4102, top5_acc: 0.6398, loss_cls: 2.7070, loss: 2.7070, grad_norm: 4.4067 2020-07-27 13:22:43,756 - mmaction - INFO - Epoch [135][1140/3757] lr: 1.527e-02, eta: 1 day, 5:45:35, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4023, top5_acc: 0.6320, loss_cls: 2.7540, loss: 2.7540, grad_norm: 4.4917 2020-07-27 13:22:55,048 - mmaction - INFO - Epoch [135][1160/3757] lr: 1.527e-02, eta: 1 day, 5:45:22, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.4164, top5_acc: 0.6570, loss_cls: 2.6707, loss: 2.6707, grad_norm: 4.3364 2020-07-27 13:23:06,393 - mmaction - INFO - Epoch [135][1180/3757] lr: 1.527e-02, eta: 1 day, 5:45:09, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4055, top5_acc: 0.6617, loss_cls: 2.5862, loss: 2.5862, grad_norm: 4.2798 2020-07-27 13:23:17,827 - mmaction - INFO - Epoch [135][1200/3757] lr: 1.527e-02, eta: 1 day, 5:44:56, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3906, top5_acc: 0.6305, loss_cls: 2.7255, loss: 2.7255, grad_norm: 4.5029 2020-07-27 13:23:29,174 - mmaction - INFO - Epoch [135][1220/3757] lr: 1.527e-02, eta: 1 day, 5:44:43, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4008, top5_acc: 0.6242, loss_cls: 2.7708, loss: 2.7708, grad_norm: 4.4923 2020-07-27 13:23:40,538 - mmaction - INFO - Epoch [135][1240/3757] lr: 1.527e-02, eta: 1 day, 5:44:30, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3781, top5_acc: 0.6359, loss_cls: 2.7457, loss: 2.7457, grad_norm: 4.3820 2020-07-27 13:23:51,999 - mmaction - INFO - Epoch [135][1260/3757] lr: 1.527e-02, eta: 1 day, 5:44:17, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3867, top5_acc: 0.6312, loss_cls: 2.7898, loss: 2.7898, grad_norm: 4.5679 2020-07-27 13:24:03,354 - mmaction - INFO - Epoch [135][1280/3757] lr: 1.527e-02, eta: 1 day, 5:44:04, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3852, top5_acc: 0.6391, loss_cls: 2.7722, loss: 2.7722, grad_norm: 4.5174 2020-07-27 13:24:14,816 - mmaction - INFO - Epoch [135][1300/3757] lr: 1.527e-02, eta: 1 day, 5:43:51, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3875, top5_acc: 0.6445, loss_cls: 2.7434, loss: 2.7434, grad_norm: 4.5019 2020-07-27 13:24:26,215 - mmaction - INFO - Epoch [135][1320/3757] lr: 1.527e-02, eta: 1 day, 5:43:38, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3977, top5_acc: 0.6617, loss_cls: 2.6654, loss: 2.6654, grad_norm: 4.4383 2020-07-27 13:24:37,638 - mmaction - INFO - Epoch [135][1340/3757] lr: 1.527e-02, eta: 1 day, 5:43:25, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.4070, top5_acc: 0.6547, loss_cls: 2.6742, loss: 2.6742, grad_norm: 4.3949 2020-07-27 13:24:49,014 - mmaction - INFO - Epoch [135][1360/3757] lr: 1.527e-02, eta: 1 day, 5:43:12, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4281, top5_acc: 0.6625, loss_cls: 2.5982, loss: 2.5982, grad_norm: 4.4328 2020-07-27 13:25:00,542 - mmaction - INFO - Epoch [135][1380/3757] lr: 1.527e-02, eta: 1 day, 5:42:59, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.4117, top5_acc: 0.6523, loss_cls: 2.7282, loss: 2.7282, grad_norm: 4.4771 2020-07-27 13:25:12,034 - mmaction - INFO - Epoch [135][1400/3757] lr: 1.527e-02, eta: 1 day, 5:42:47, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3828, top5_acc: 0.6500, loss_cls: 2.7245, loss: 2.7245, grad_norm: 4.4465 2020-07-27 13:25:23,449 - mmaction - INFO - Epoch [135][1420/3757] lr: 1.527e-02, eta: 1 day, 5:42:34, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4125, top5_acc: 0.6687, loss_cls: 2.5989, loss: 2.5989, grad_norm: 4.3993 2020-07-27 13:25:34,950 - mmaction - INFO - Epoch [135][1440/3757] lr: 1.527e-02, eta: 1 day, 5:42:21, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3937, top5_acc: 0.6484, loss_cls: 2.6822, loss: 2.6822, grad_norm: 4.4544 2020-07-27 13:25:46,419 - mmaction - INFO - Epoch [135][1460/3757] lr: 1.527e-02, eta: 1 day, 5:42:08, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4000, top5_acc: 0.6336, loss_cls: 2.7484, loss: 2.7484, grad_norm: 4.4258 2020-07-27 13:25:57,853 - mmaction - INFO - Epoch [135][1480/3757] lr: 1.527e-02, eta: 1 day, 5:41:55, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4023, top5_acc: 0.6406, loss_cls: 2.7326, loss: 2.7326, grad_norm: 4.4723 2020-07-27 13:26:09,171 - mmaction - INFO - Epoch [135][1500/3757] lr: 1.527e-02, eta: 1 day, 5:41:42, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4250, top5_acc: 0.6695, loss_cls: 2.6026, loss: 2.6026, grad_norm: 4.4068 2020-07-27 13:26:20,594 - mmaction - INFO - Epoch [135][1520/3757] lr: 1.527e-02, eta: 1 day, 5:41:29, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.3789, top5_acc: 0.6164, loss_cls: 2.8140, loss: 2.8140, grad_norm: 4.5688 2020-07-27 13:26:31,978 - mmaction - INFO - Epoch [135][1540/3757] lr: 1.527e-02, eta: 1 day, 5:41:16, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4070, top5_acc: 0.6391, loss_cls: 2.7237, loss: 2.7237, grad_norm: 4.3189 2020-07-27 13:26:43,503 - mmaction - INFO - Epoch [135][1560/3757] lr: 1.527e-02, eta: 1 day, 5:41:03, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.3898, top5_acc: 0.6195, loss_cls: 2.7682, loss: 2.7682, grad_norm: 4.4217 2020-07-27 13:26:54,787 - mmaction - INFO - Epoch [135][1580/3757] lr: 1.527e-02, eta: 1 day, 5:40:50, time: 0.565, data_time: 0.002, memory: 5232, top1_acc: 0.3648, top5_acc: 0.6164, loss_cls: 2.8554, loss: 2.8554, grad_norm: 4.6914 2020-07-27 13:27:06,139 - mmaction - INFO - Epoch [135][1600/3757] lr: 1.527e-02, eta: 1 day, 5:40:37, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3945, top5_acc: 0.6352, loss_cls: 2.7479, loss: 2.7479, grad_norm: 4.4716 2020-07-27 13:27:17,621 - mmaction - INFO - Epoch [135][1620/3757] lr: 1.527e-02, eta: 1 day, 5:40:24, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4203, top5_acc: 0.6687, loss_cls: 2.6131, loss: 2.6131, grad_norm: 4.2631 2020-07-27 13:27:29,060 - mmaction - INFO - Epoch [135][1640/3757] lr: 1.527e-02, eta: 1 day, 5:40:11, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3742, top5_acc: 0.6359, loss_cls: 2.6940, loss: 2.6940, grad_norm: 4.3624 2020-07-27 13:27:40,465 - mmaction - INFO - Epoch [135][1660/3757] lr: 1.527e-02, eta: 1 day, 5:39:58, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4062, top5_acc: 0.6578, loss_cls: 2.6531, loss: 2.6531, grad_norm: 4.3901 2020-07-27 13:27:51,938 - mmaction - INFO - Epoch [135][1680/3757] lr: 1.527e-02, eta: 1 day, 5:39:45, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3969, top5_acc: 0.6461, loss_cls: 2.7161, loss: 2.7161, grad_norm: 4.3955 2020-07-27 13:28:03,417 - mmaction - INFO - Epoch [135][1700/3757] lr: 1.527e-02, eta: 1 day, 5:39:32, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3930, top5_acc: 0.6492, loss_cls: 2.7098, loss: 2.7098, grad_norm: 4.4429 2020-07-27 13:28:14,924 - mmaction - INFO - Epoch [135][1720/3757] lr: 1.527e-02, eta: 1 day, 5:39:19, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.4094, top5_acc: 0.6633, loss_cls: 2.6515, loss: 2.6515, grad_norm: 4.4674 2020-07-27 13:28:26,300 - mmaction - INFO - Epoch [135][1740/3757] lr: 1.527e-02, eta: 1 day, 5:39:06, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.3750, top5_acc: 0.6281, loss_cls: 2.8072, loss: 2.8072, grad_norm: 4.5925 2020-07-27 13:28:37,663 - mmaction - INFO - Epoch [135][1760/3757] lr: 1.527e-02, eta: 1 day, 5:38:53, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4109, top5_acc: 0.6391, loss_cls: 2.7167, loss: 2.7167, grad_norm: 4.2133 2020-07-27 13:28:49,081 - mmaction - INFO - Epoch [135][1780/3757] lr: 1.527e-02, eta: 1 day, 5:38:40, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4008, top5_acc: 0.6461, loss_cls: 2.7362, loss: 2.7362, grad_norm: 4.4048 2020-07-27 13:29:00,453 - mmaction - INFO - Epoch [135][1800/3757] lr: 1.527e-02, eta: 1 day, 5:38:27, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3828, top5_acc: 0.6305, loss_cls: 2.7794, loss: 2.7794, grad_norm: 4.4500 2020-07-27 13:29:11,862 - mmaction - INFO - Epoch [135][1820/3757] lr: 1.527e-02, eta: 1 day, 5:38:14, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3563, top5_acc: 0.6117, loss_cls: 2.8600, loss: 2.8600, grad_norm: 4.6535 2020-07-27 13:29:23,279 - mmaction - INFO - Epoch [135][1840/3757] lr: 1.527e-02, eta: 1 day, 5:38:01, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4227, top5_acc: 0.6617, loss_cls: 2.6501, loss: 2.6501, grad_norm: 4.3899 2020-07-27 13:29:34,768 - mmaction - INFO - Epoch [135][1860/3757] lr: 1.527e-02, eta: 1 day, 5:37:48, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.3859, top5_acc: 0.6344, loss_cls: 2.7601, loss: 2.7601, grad_norm: 4.6264 2020-07-27 13:29:46,274 - mmaction - INFO - Epoch [135][1880/3757] lr: 1.527e-02, eta: 1 day, 5:37:35, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4023, top5_acc: 0.6266, loss_cls: 2.7809, loss: 2.7809, grad_norm: 4.6215 2020-07-27 13:29:57,678 - mmaction - INFO - Epoch [135][1900/3757] lr: 1.527e-02, eta: 1 day, 5:37:22, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4039, top5_acc: 0.6555, loss_cls: 2.7263, loss: 2.7263, grad_norm: 4.5102 2020-07-27 13:30:09,065 - mmaction - INFO - Epoch [135][1920/3757] lr: 1.527e-02, eta: 1 day, 5:37:10, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3969, top5_acc: 0.6438, loss_cls: 2.6936, loss: 2.6936, grad_norm: 4.3738 2020-07-27 13:30:20,501 - mmaction - INFO - Epoch [135][1940/3757] lr: 1.527e-02, eta: 1 day, 5:36:57, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.3875, top5_acc: 0.6336, loss_cls: 2.7693, loss: 2.7693, grad_norm: 4.5973 2020-07-27 13:30:31,929 - mmaction - INFO - Epoch [135][1960/3757] lr: 1.527e-02, eta: 1 day, 5:36:44, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4008, top5_acc: 0.6180, loss_cls: 2.7526, loss: 2.7526, grad_norm: 4.4968 2020-07-27 13:30:43,324 - mmaction - INFO - Epoch [135][1980/3757] lr: 1.527e-02, eta: 1 day, 5:36:31, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3781, top5_acc: 0.6305, loss_cls: 2.8180, loss: 2.8180, grad_norm: 4.4672 2020-07-27 13:30:54,848 - mmaction - INFO - Epoch [135][2000/3757] lr: 1.527e-02, eta: 1 day, 5:36:18, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4117, top5_acc: 0.6500, loss_cls: 2.6726, loss: 2.6726, grad_norm: 4.2558 2020-07-27 13:31:06,290 - mmaction - INFO - Epoch [135][2020/3757] lr: 1.527e-02, eta: 1 day, 5:36:05, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4023, top5_acc: 0.6539, loss_cls: 2.7365, loss: 2.7365, grad_norm: 4.5118 2020-07-27 13:31:17,764 - mmaction - INFO - Epoch [135][2040/3757] lr: 1.527e-02, eta: 1 day, 5:35:52, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3867, top5_acc: 0.6328, loss_cls: 2.7797, loss: 2.7797, grad_norm: 4.4342 2020-07-27 13:31:29,119 - mmaction - INFO - Epoch [135][2060/3757] lr: 1.527e-02, eta: 1 day, 5:35:39, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.4062, top5_acc: 0.6297, loss_cls: 2.6837, loss: 2.6837, grad_norm: 4.3560 2020-07-27 13:31:40,542 - mmaction - INFO - Epoch [135][2080/3757] lr: 1.527e-02, eta: 1 day, 5:35:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4266, top5_acc: 0.6508, loss_cls: 2.6600, loss: 2.6600, grad_norm: 4.3802 2020-07-27 13:31:52,012 - mmaction - INFO - Epoch [135][2100/3757] lr: 1.527e-02, eta: 1 day, 5:35:13, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4008, top5_acc: 0.6562, loss_cls: 2.6408, loss: 2.6408, grad_norm: 4.4835 2020-07-27 13:32:03,486 - mmaction - INFO - Epoch [135][2120/3757] lr: 1.527e-02, eta: 1 day, 5:35:00, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4070, top5_acc: 0.6422, loss_cls: 2.7086, loss: 2.7086, grad_norm: 4.5487 2020-07-27 13:32:14,929 - mmaction - INFO - Epoch [135][2140/3757] lr: 1.527e-02, eta: 1 day, 5:34:47, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4148, top5_acc: 0.6586, loss_cls: 2.6059, loss: 2.6059, grad_norm: 4.3670 2020-07-27 13:32:26,339 - mmaction - INFO - Epoch [135][2160/3757] lr: 1.527e-02, eta: 1 day, 5:34:34, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3969, top5_acc: 0.6375, loss_cls: 2.6912, loss: 2.6912, grad_norm: 4.4476 2020-07-27 13:32:37,760 - mmaction - INFO - Epoch [135][2180/3757] lr: 1.527e-02, eta: 1 day, 5:34:21, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3852, top5_acc: 0.6305, loss_cls: 2.7458, loss: 2.7458, grad_norm: 4.6116 2020-07-27 13:32:49,128 - mmaction - INFO - Epoch [135][2200/3757] lr: 1.527e-02, eta: 1 day, 5:34:08, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3953, top5_acc: 0.6352, loss_cls: 2.7596, loss: 2.7596, grad_norm: 4.7107 2020-07-27 13:33:00,581 - mmaction - INFO - Epoch [135][2220/3757] lr: 1.527e-02, eta: 1 day, 5:33:55, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4172, top5_acc: 0.6352, loss_cls: 2.7093, loss: 2.7093, grad_norm: 4.5552 2020-07-27 13:33:11,989 - mmaction - INFO - Epoch [135][2240/3757] lr: 1.527e-02, eta: 1 day, 5:33:42, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3883, top5_acc: 0.6492, loss_cls: 2.7093, loss: 2.7093, grad_norm: 4.4940 2020-07-27 13:33:23,400 - mmaction - INFO - Epoch [135][2260/3757] lr: 1.527e-02, eta: 1 day, 5:33:29, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3844, top5_acc: 0.6445, loss_cls: 2.7329, loss: 2.7329, grad_norm: 4.5117 2020-07-27 13:33:34,774 - mmaction - INFO - Epoch [135][2280/3757] lr: 1.527e-02, eta: 1 day, 5:33:16, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3930, top5_acc: 0.6602, loss_cls: 2.6816, loss: 2.6816, grad_norm: 4.5375 2020-07-27 13:33:46,246 - mmaction - INFO - Epoch [135][2300/3757] lr: 1.527e-02, eta: 1 day, 5:33:03, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4156, top5_acc: 0.6531, loss_cls: 2.6697, loss: 2.6697, grad_norm: 4.3190 2020-07-27 13:33:57,678 - mmaction - INFO - Epoch [135][2320/3757] lr: 1.527e-02, eta: 1 day, 5:32:50, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.3836, top5_acc: 0.6344, loss_cls: 2.7513, loss: 2.7513, grad_norm: 4.4498 2020-07-27 13:34:09,172 - mmaction - INFO - Epoch [135][2340/3757] lr: 1.527e-02, eta: 1 day, 5:32:37, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3930, top5_acc: 0.6258, loss_cls: 2.7712, loss: 2.7712, grad_norm: 4.4796 2020-07-27 13:34:20,665 - mmaction - INFO - Epoch [135][2360/3757] lr: 1.527e-02, eta: 1 day, 5:32:25, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.3977, top5_acc: 0.6391, loss_cls: 2.7448, loss: 2.7448, grad_norm: 4.3357 2020-07-27 13:34:32,037 - mmaction - INFO - Epoch [135][2380/3757] lr: 1.527e-02, eta: 1 day, 5:32:12, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4039, top5_acc: 0.6422, loss_cls: 2.7853, loss: 2.7853, grad_norm: 4.5315 2020-07-27 13:34:43,452 - mmaction - INFO - Epoch [135][2400/3757] lr: 1.527e-02, eta: 1 day, 5:31:59, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4047, top5_acc: 0.6352, loss_cls: 2.7299, loss: 2.7299, grad_norm: 4.2171 2020-07-27 13:34:54,933 - mmaction - INFO - Epoch [135][2420/3757] lr: 1.527e-02, eta: 1 day, 5:31:46, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.4172, top5_acc: 0.6406, loss_cls: 2.7018, loss: 2.7018, grad_norm: 4.4937 2020-07-27 13:35:06,298 - mmaction - INFO - Epoch [135][2440/3757] lr: 1.527e-02, eta: 1 day, 5:31:33, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3898, top5_acc: 0.6359, loss_cls: 2.7552, loss: 2.7552, grad_norm: 4.5509 2020-07-27 13:35:17,818 - mmaction - INFO - Epoch [135][2460/3757] lr: 1.527e-02, eta: 1 day, 5:31:20, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3797, top5_acc: 0.6375, loss_cls: 2.7804, loss: 2.7804, grad_norm: 4.4773 2020-07-27 13:35:29,326 - mmaction - INFO - Epoch [135][2480/3757] lr: 1.527e-02, eta: 1 day, 5:31:07, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4094, top5_acc: 0.6594, loss_cls: 2.6296, loss: 2.6296, grad_norm: 4.3772 2020-07-27 13:35:40,750 - mmaction - INFO - Epoch [135][2500/3757] lr: 1.527e-02, eta: 1 day, 5:30:54, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3961, top5_acc: 0.6445, loss_cls: 2.7219, loss: 2.7219, grad_norm: 4.4793 2020-07-27 13:35:52,210 - mmaction - INFO - Epoch [135][2520/3757] lr: 1.527e-02, eta: 1 day, 5:30:41, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3883, top5_acc: 0.6516, loss_cls: 2.7071, loss: 2.7071, grad_norm: 4.4349 2020-07-27 13:36:03,894 - mmaction - INFO - Epoch [135][2540/3757] lr: 1.527e-02, eta: 1 day, 5:30:28, time: 0.584, data_time: 0.017, memory: 5232, top1_acc: 0.3992, top5_acc: 0.6102, loss_cls: 2.7913, loss: 2.7913, grad_norm: 4.4403 2020-07-27 13:36:15,259 - mmaction - INFO - Epoch [135][2560/3757] lr: 1.527e-02, eta: 1 day, 5:30:15, time: 0.568, data_time: 0.001, memory: 5232, top1_acc: 0.3914, top5_acc: 0.6414, loss_cls: 2.7647, loss: 2.7647, grad_norm: 4.4457 2020-07-27 13:36:26,647 - mmaction - INFO - Epoch [135][2580/3757] lr: 1.527e-02, eta: 1 day, 5:30:02, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.3891, top5_acc: 0.6484, loss_cls: 2.7145, loss: 2.7145, grad_norm: 4.4508 2020-07-27 13:36:38,065 - mmaction - INFO - Epoch [135][2600/3757] lr: 1.527e-02, eta: 1 day, 5:29:49, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.4031, top5_acc: 0.6398, loss_cls: 2.7644, loss: 2.7644, grad_norm: 4.5325 2020-07-27 13:36:49,504 - mmaction - INFO - Epoch [135][2620/3757] lr: 1.527e-02, eta: 1 day, 5:29:36, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3883, top5_acc: 0.6430, loss_cls: 2.7306, loss: 2.7306, grad_norm: 4.4467 2020-07-27 13:37:00,838 - mmaction - INFO - Epoch [135][2640/3757] lr: 1.527e-02, eta: 1 day, 5:29:23, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3805, top5_acc: 0.6414, loss_cls: 2.7766, loss: 2.7766, grad_norm: 4.5019 2020-07-27 13:37:12,237 - mmaction - INFO - Epoch [135][2660/3757] lr: 1.527e-02, eta: 1 day, 5:29:10, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3906, top5_acc: 0.6305, loss_cls: 2.7775, loss: 2.7775, grad_norm: 4.6139 2020-07-27 13:37:23,852 - mmaction - INFO - Epoch [135][2680/3757] lr: 1.527e-02, eta: 1 day, 5:28:57, time: 0.581, data_time: 0.018, memory: 5232, top1_acc: 0.3875, top5_acc: 0.6375, loss_cls: 2.7349, loss: 2.7349, grad_norm: 4.4475 2020-07-27 13:37:35,323 - mmaction - INFO - Epoch [135][2700/3757] lr: 1.527e-02, eta: 1 day, 5:28:45, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3984, top5_acc: 0.6328, loss_cls: 2.8131, loss: 2.8131, grad_norm: 4.6211 2020-07-27 13:37:46,868 - mmaction - INFO - Epoch [135][2720/3757] lr: 1.527e-02, eta: 1 day, 5:28:32, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3844, top5_acc: 0.6305, loss_cls: 2.7878, loss: 2.7878, grad_norm: 4.5621 2020-07-27 13:37:58,186 - mmaction - INFO - Epoch [135][2740/3757] lr: 1.527e-02, eta: 1 day, 5:28:19, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3898, top5_acc: 0.6297, loss_cls: 2.7930, loss: 2.7930, grad_norm: 4.5388 2020-07-27 13:38:09,577 - mmaction - INFO - Epoch [135][2760/3757] lr: 1.527e-02, eta: 1 day, 5:28:06, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3742, top5_acc: 0.6312, loss_cls: 2.8109, loss: 2.8109, grad_norm: 4.4520 2020-07-27 13:38:21,035 - mmaction - INFO - Epoch [135][2780/3757] lr: 1.527e-02, eta: 1 day, 5:27:53, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4000, top5_acc: 0.6492, loss_cls: 2.7085, loss: 2.7085, grad_norm: 4.4831 2020-07-27 13:38:32,431 - mmaction - INFO - Epoch [135][2800/3757] lr: 1.527e-02, eta: 1 day, 5:27:40, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4219, top5_acc: 0.6453, loss_cls: 2.6965, loss: 2.6965, grad_norm: 4.4547 2020-07-27 13:38:43,822 - mmaction - INFO - Epoch [135][2820/3757] lr: 1.527e-02, eta: 1 day, 5:27:27, time: 0.569, data_time: 0.006, memory: 5232, top1_acc: 0.3594, top5_acc: 0.6227, loss_cls: 2.8470, loss: 2.8470, grad_norm: 4.4616 2020-07-27 13:38:55,193 - mmaction - INFO - Epoch [135][2840/3757] lr: 1.527e-02, eta: 1 day, 5:27:14, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3898, top5_acc: 0.6133, loss_cls: 2.8418, loss: 2.8418, grad_norm: 4.4832 2020-07-27 13:39:06,521 - mmaction - INFO - Epoch [135][2860/3757] lr: 1.527e-02, eta: 1 day, 5:27:01, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3852, top5_acc: 0.6352, loss_cls: 2.7269, loss: 2.7269, grad_norm: 4.3744 2020-07-27 13:39:17,960 - mmaction - INFO - Epoch [135][2880/3757] lr: 1.527e-02, eta: 1 day, 5:26:48, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4109, top5_acc: 0.6695, loss_cls: 2.5848, loss: 2.5848, grad_norm: 4.3670 2020-07-27 13:39:29,454 - mmaction - INFO - Epoch [135][2900/3757] lr: 1.527e-02, eta: 1 day, 5:26:35, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.3930, top5_acc: 0.6406, loss_cls: 2.7651, loss: 2.7651, grad_norm: 4.4415 2020-07-27 13:39:40,933 - mmaction - INFO - Epoch [135][2920/3757] lr: 1.527e-02, eta: 1 day, 5:26:22, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4109, top5_acc: 0.6359, loss_cls: 2.7445, loss: 2.7445, grad_norm: 4.4389 2020-07-27 13:39:52,339 - mmaction - INFO - Epoch [135][2940/3757] lr: 1.527e-02, eta: 1 day, 5:26:09, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3781, top5_acc: 0.6398, loss_cls: 2.7620, loss: 2.7620, grad_norm: 4.5886 2020-07-27 13:40:03,863 - mmaction - INFO - Epoch [135][2960/3757] lr: 1.527e-02, eta: 1 day, 5:25:56, time: 0.576, data_time: 0.010, memory: 5232, top1_acc: 0.3719, top5_acc: 0.6234, loss_cls: 2.7994, loss: 2.7994, grad_norm: 4.5180 2020-07-27 13:40:15,315 - mmaction - INFO - Epoch [135][2980/3757] lr: 1.527e-02, eta: 1 day, 5:25:43, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3859, top5_acc: 0.6109, loss_cls: 2.8044, loss: 2.8044, grad_norm: 4.5068 2020-07-27 13:40:26,756 - mmaction - INFO - Epoch [135][3000/3757] lr: 1.527e-02, eta: 1 day, 5:25:30, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3992, top5_acc: 0.6305, loss_cls: 2.7331, loss: 2.7331, grad_norm: 4.3741 2020-07-27 13:40:38,268 - mmaction - INFO - Epoch [135][3020/3757] lr: 1.527e-02, eta: 1 day, 5:25:17, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4086, top5_acc: 0.6617, loss_cls: 2.6598, loss: 2.6598, grad_norm: 4.2817 2020-07-27 13:40:49,817 - mmaction - INFO - Epoch [135][3040/3757] lr: 1.527e-02, eta: 1 day, 5:25:04, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.4242, top5_acc: 0.6453, loss_cls: 2.7159, loss: 2.7159, grad_norm: 4.2819 2020-07-27 13:41:01,218 - mmaction - INFO - Epoch [135][3060/3757] lr: 1.527e-02, eta: 1 day, 5:24:51, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.4094, top5_acc: 0.6273, loss_cls: 2.7389, loss: 2.7389, grad_norm: 4.4276 2020-07-27 13:41:12,794 - mmaction - INFO - Epoch [135][3080/3757] lr: 1.527e-02, eta: 1 day, 5:24:39, time: 0.579, data_time: 0.004, memory: 5232, top1_acc: 0.3828, top5_acc: 0.6391, loss_cls: 2.8053, loss: 2.8053, grad_norm: 4.5374 2020-07-27 13:41:24,213 - mmaction - INFO - Epoch [135][3100/3757] lr: 1.527e-02, eta: 1 day, 5:24:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4031, top5_acc: 0.6445, loss_cls: 2.6896, loss: 2.6896, grad_norm: 4.3531 2020-07-27 13:41:35,677 - mmaction - INFO - Epoch [135][3120/3757] lr: 1.527e-02, eta: 1 day, 5:24:13, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3750, top5_acc: 0.6094, loss_cls: 2.8185, loss: 2.8185, grad_norm: 4.4777 2020-07-27 13:41:47,104 - mmaction - INFO - Epoch [135][3140/3757] lr: 1.527e-02, eta: 1 day, 5:24:00, time: 0.572, data_time: 0.001, memory: 5232, top1_acc: 0.3898, top5_acc: 0.6141, loss_cls: 2.7975, loss: 2.7975, grad_norm: 4.3802 2020-07-27 13:41:58,570 - mmaction - INFO - Epoch [135][3160/3757] lr: 1.527e-02, eta: 1 day, 5:23:47, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3914, top5_acc: 0.6352, loss_cls: 2.8268, loss: 2.8268, grad_norm: 4.3456 2020-07-27 13:42:10,014 - mmaction - INFO - Epoch [135][3180/3757] lr: 1.527e-02, eta: 1 day, 5:23:34, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3914, top5_acc: 0.6539, loss_cls: 2.7284, loss: 2.7284, grad_norm: 4.4472 2020-07-27 13:42:21,526 - mmaction - INFO - Epoch [135][3200/3757] lr: 1.527e-02, eta: 1 day, 5:23:21, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4102, top5_acc: 0.6320, loss_cls: 2.7929, loss: 2.7929, grad_norm: 4.4473 2020-07-27 13:42:33,052 - mmaction - INFO - Epoch [135][3220/3757] lr: 1.527e-02, eta: 1 day, 5:23:08, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3656, top5_acc: 0.6164, loss_cls: 2.8515, loss: 2.8515, grad_norm: 4.5088 2020-07-27 13:42:44,648 - mmaction - INFO - Epoch [135][3240/3757] lr: 1.527e-02, eta: 1 day, 5:22:55, time: 0.580, data_time: 0.003, memory: 5232, top1_acc: 0.3937, top5_acc: 0.6391, loss_cls: 2.7357, loss: 2.7357, grad_norm: 4.3654 2020-07-27 13:42:56,028 - mmaction - INFO - Epoch [135][3260/3757] lr: 1.527e-02, eta: 1 day, 5:22:42, time: 0.570, data_time: 0.001, memory: 5232, top1_acc: 0.3961, top5_acc: 0.6508, loss_cls: 2.6743, loss: 2.6743, grad_norm: 4.4165 2020-07-27 13:43:07,558 - mmaction - INFO - Epoch [135][3280/3757] lr: 1.527e-02, eta: 1 day, 5:22:29, time: 0.576, data_time: 0.002, memory: 5232, top1_acc: 0.3727, top5_acc: 0.6414, loss_cls: 2.7750, loss: 2.7750, grad_norm: 4.4291 2020-07-27 13:43:19,032 - mmaction - INFO - Epoch [135][3300/3757] lr: 1.527e-02, eta: 1 day, 5:22:16, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4086, top5_acc: 0.6344, loss_cls: 2.7305, loss: 2.7305, grad_norm: 4.4430 2020-07-27 13:43:30,480 - mmaction - INFO - Epoch [135][3320/3757] lr: 1.527e-02, eta: 1 day, 5:22:03, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4180, top5_acc: 0.6391, loss_cls: 2.7226, loss: 2.7226, grad_norm: 4.4523 2020-07-27 13:43:41,976 - mmaction - INFO - Epoch [135][3340/3757] lr: 1.527e-02, eta: 1 day, 5:21:51, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3937, top5_acc: 0.6312, loss_cls: 2.7614, loss: 2.7614, grad_norm: 4.5524 2020-07-27 13:43:53,385 - mmaction - INFO - Epoch [135][3360/3757] lr: 1.527e-02, eta: 1 day, 5:21:38, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3773, top5_acc: 0.6484, loss_cls: 2.7284, loss: 2.7284, grad_norm: 4.4116 2020-07-27 13:44:04,784 - mmaction - INFO - Epoch [135][3380/3757] lr: 1.527e-02, eta: 1 day, 5:21:25, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4008, top5_acc: 0.6617, loss_cls: 2.6940, loss: 2.6940, grad_norm: 4.4486 2020-07-27 13:44:16,229 - mmaction - INFO - Epoch [135][3400/3757] lr: 1.527e-02, eta: 1 day, 5:21:12, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3953, top5_acc: 0.6305, loss_cls: 2.7876, loss: 2.7876, grad_norm: 4.4763 2020-07-27 13:44:27,688 - mmaction - INFO - Epoch [135][3420/3757] lr: 1.527e-02, eta: 1 day, 5:20:59, time: 0.573, data_time: 0.011, memory: 5232, top1_acc: 0.3828, top5_acc: 0.6242, loss_cls: 2.8186, loss: 2.8186, grad_norm: 4.5035 2020-07-27 13:44:39,111 - mmaction - INFO - Epoch [135][3440/3757] lr: 1.527e-02, eta: 1 day, 5:20:46, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3867, top5_acc: 0.6258, loss_cls: 2.7261, loss: 2.7261, grad_norm: 4.3879 2020-07-27 13:44:50,532 - mmaction - INFO - Epoch [135][3460/3757] lr: 1.527e-02, eta: 1 day, 5:20:33, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3852, top5_acc: 0.6383, loss_cls: 2.7396, loss: 2.7396, grad_norm: 4.4509 2020-07-27 13:45:01,981 - mmaction - INFO - Epoch [135][3480/3757] lr: 1.527e-02, eta: 1 day, 5:20:20, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3937, top5_acc: 0.6336, loss_cls: 2.7020, loss: 2.7020, grad_norm: 4.4431 2020-07-27 13:45:13,409 - mmaction - INFO - Epoch [135][3500/3757] lr: 1.527e-02, eta: 1 day, 5:20:07, time: 0.572, data_time: 0.006, memory: 5232, top1_acc: 0.3945, top5_acc: 0.6344, loss_cls: 2.7560, loss: 2.7560, grad_norm: 4.4783 2020-07-27 13:45:24,800 - mmaction - INFO - Epoch [135][3520/3757] lr: 1.527e-02, eta: 1 day, 5:19:54, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3695, top5_acc: 0.6219, loss_cls: 2.7956, loss: 2.7956, grad_norm: 4.4088 2020-07-27 13:45:36,251 - mmaction - INFO - Epoch [135][3540/3757] lr: 1.527e-02, eta: 1 day, 5:19:41, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4125, top5_acc: 0.6336, loss_cls: 2.6954, loss: 2.6954, grad_norm: 4.3573 2020-07-27 13:45:47,627 - mmaction - INFO - Epoch [135][3560/3757] lr: 1.527e-02, eta: 1 day, 5:19:28, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4000, top5_acc: 0.6461, loss_cls: 2.7445, loss: 2.7445, grad_norm: 4.4274 2020-07-27 13:45:59,027 - mmaction - INFO - Epoch [135][3580/3757] lr: 1.527e-02, eta: 1 day, 5:19:15, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4055, top5_acc: 0.6648, loss_cls: 2.7018, loss: 2.7018, grad_norm: 4.5003 2020-07-27 13:46:10,427 - mmaction - INFO - Epoch [135][3600/3757] lr: 1.527e-02, eta: 1 day, 5:19:02, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4039, top5_acc: 0.6438, loss_cls: 2.6312, loss: 2.6312, grad_norm: 4.3402 2020-07-27 13:46:21,812 - mmaction - INFO - Epoch [135][3620/3757] lr: 1.527e-02, eta: 1 day, 5:18:49, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4039, top5_acc: 0.6531, loss_cls: 2.7733, loss: 2.7733, grad_norm: 4.5652 2020-07-27 13:46:33,230 - mmaction - INFO - Epoch [135][3640/3757] lr: 1.527e-02, eta: 1 day, 5:18:36, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3672, top5_acc: 0.6227, loss_cls: 2.7995, loss: 2.7995, grad_norm: 4.5860 2020-07-27 13:46:44,655 - mmaction - INFO - Epoch [135][3660/3757] lr: 1.527e-02, eta: 1 day, 5:18:23, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3945, top5_acc: 0.6398, loss_cls: 2.7467, loss: 2.7467, grad_norm: 4.5212 2020-07-27 13:46:56,037 - mmaction - INFO - Epoch [135][3680/3757] lr: 1.527e-02, eta: 1 day, 5:18:10, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4133, top5_acc: 0.6578, loss_cls: 2.6717, loss: 2.6717, grad_norm: 4.3653 2020-07-27 13:47:07,454 - mmaction - INFO - Epoch [135][3700/3757] lr: 1.527e-02, eta: 1 day, 5:17:57, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3844, top5_acc: 0.6391, loss_cls: 2.7629, loss: 2.7629, grad_norm: 4.4955 2020-07-27 13:47:18,851 - mmaction - INFO - Epoch [135][3720/3757] lr: 1.527e-02, eta: 1 day, 5:17:44, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3883, top5_acc: 0.6328, loss_cls: 2.8147, loss: 2.8147, grad_norm: 4.4908 2020-07-27 13:47:30,247 - mmaction - INFO - Epoch [135][3740/3757] lr: 1.527e-02, eta: 1 day, 5:17:32, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3969, top5_acc: 0.6477, loss_cls: 2.8002, loss: 2.8002, grad_norm: 4.5282 2020-07-27 13:47:45,376 - mmaction - INFO - Saving checkpoint at 135 epochs 2020-07-27 13:51:09,474 - mmaction - INFO - Epoch [136][20/3757] lr: 1.464e-02, eta: 1 day, 5:18:29, time: 10.076, data_time: 9.393, memory: 5232, top1_acc: 0.4016, top5_acc: 0.6453, loss_cls: 2.7050, loss: 2.7050, grad_norm: 4.4108 2020-07-27 13:51:20,736 - mmaction - INFO - Epoch [136][40/3757] lr: 1.464e-02, eta: 1 day, 5:18:16, time: 0.563, data_time: 0.004, memory: 5232, top1_acc: 0.3922, top5_acc: 0.6492, loss_cls: 2.6811, loss: 2.6811, grad_norm: 4.2931 2020-07-27 13:51:32,189 - mmaction - INFO - Epoch [136][60/3757] lr: 1.464e-02, eta: 1 day, 5:18:03, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.3937, top5_acc: 0.6383, loss_cls: 2.6987, loss: 2.6987, grad_norm: 4.5099 2020-07-27 13:51:43,490 - mmaction - INFO - Epoch [136][80/3757] lr: 1.464e-02, eta: 1 day, 5:17:50, time: 0.566, data_time: 0.005, memory: 5232, top1_acc: 0.3953, top5_acc: 0.6422, loss_cls: 2.7317, loss: 2.7317, grad_norm: 4.4638 2020-07-27 13:51:54,873 - mmaction - INFO - Epoch [136][100/3757] lr: 1.464e-02, eta: 1 day, 5:17:37, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4078, top5_acc: 0.6562, loss_cls: 2.6795, loss: 2.6795, grad_norm: 4.4988 2020-07-27 13:52:06,175 - mmaction - INFO - Epoch [136][120/3757] lr: 1.464e-02, eta: 1 day, 5:17:24, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.3992, top5_acc: 0.6258, loss_cls: 2.7847, loss: 2.7847, grad_norm: 4.4641 2020-07-27 13:52:17,618 - mmaction - INFO - Epoch [136][140/3757] lr: 1.464e-02, eta: 1 day, 5:17:11, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4117, top5_acc: 0.6477, loss_cls: 2.6810, loss: 2.6810, grad_norm: 4.4768 2020-07-27 13:52:29,028 - mmaction - INFO - Epoch [136][160/3757] lr: 1.464e-02, eta: 1 day, 5:16:58, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4039, top5_acc: 0.6477, loss_cls: 2.6624, loss: 2.6624, grad_norm: 4.4433 2020-07-27 13:52:40,403 - mmaction - INFO - Epoch [136][180/3757] lr: 1.464e-02, eta: 1 day, 5:16:45, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4109, top5_acc: 0.6523, loss_cls: 2.6726, loss: 2.6726, grad_norm: 4.3521 2020-07-27 13:52:51,798 - mmaction - INFO - Epoch [136][200/3757] lr: 1.464e-02, eta: 1 day, 5:16:32, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.3992, top5_acc: 0.6234, loss_cls: 2.7317, loss: 2.7317, grad_norm: 4.4552 2020-07-27 13:53:03,190 - mmaction - INFO - Epoch [136][220/3757] lr: 1.464e-02, eta: 1 day, 5:16:19, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4055, top5_acc: 0.6320, loss_cls: 2.7412, loss: 2.7412, grad_norm: 4.4613 2020-07-27 13:53:14,580 - mmaction - INFO - Epoch [136][240/3757] lr: 1.464e-02, eta: 1 day, 5:16:06, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4148, top5_acc: 0.6406, loss_cls: 2.6717, loss: 2.6717, grad_norm: 4.3382 2020-07-27 13:53:25,903 - mmaction - INFO - Epoch [136][260/3757] lr: 1.464e-02, eta: 1 day, 5:15:53, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.4211, top5_acc: 0.6570, loss_cls: 2.6339, loss: 2.6339, grad_norm: 4.4465 2020-07-27 13:53:37,351 - mmaction - INFO - Epoch [136][280/3757] lr: 1.464e-02, eta: 1 day, 5:15:40, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4273, top5_acc: 0.6516, loss_cls: 2.6374, loss: 2.6374, grad_norm: 4.4594 2020-07-27 13:53:48,736 - mmaction - INFO - Epoch [136][300/3757] lr: 1.464e-02, eta: 1 day, 5:15:27, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3953, top5_acc: 0.6359, loss_cls: 2.7205, loss: 2.7205, grad_norm: 4.4909 2020-07-27 13:54:00,126 - mmaction - INFO - Epoch [136][320/3757] lr: 1.464e-02, eta: 1 day, 5:15:14, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4008, top5_acc: 0.6312, loss_cls: 2.7559, loss: 2.7559, grad_norm: 4.5573 2020-07-27 13:54:11,507 - mmaction - INFO - Epoch [136][340/3757] lr: 1.464e-02, eta: 1 day, 5:15:01, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4148, top5_acc: 0.6633, loss_cls: 2.6114, loss: 2.6114, grad_norm: 4.4320 2020-07-27 13:54:22,953 - mmaction - INFO - Epoch [136][360/3757] lr: 1.464e-02, eta: 1 day, 5:14:48, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4000, top5_acc: 0.6281, loss_cls: 2.7482, loss: 2.7482, grad_norm: 4.5904 2020-07-27 13:54:34,358 - mmaction - INFO - Epoch [136][380/3757] lr: 1.464e-02, eta: 1 day, 5:14:35, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3914, top5_acc: 0.6484, loss_cls: 2.6601, loss: 2.6601, grad_norm: 4.4855 2020-07-27 13:54:45,789 - mmaction - INFO - Epoch [136][400/3757] lr: 1.464e-02, eta: 1 day, 5:14:22, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4133, top5_acc: 0.6633, loss_cls: 2.5843, loss: 2.5843, grad_norm: 4.4296 2020-07-27 13:54:57,809 - mmaction - INFO - Epoch [136][420/3757] lr: 1.464e-02, eta: 1 day, 5:14:09, time: 0.601, data_time: 0.039, memory: 5232, top1_acc: 0.4164, top5_acc: 0.6523, loss_cls: 2.6310, loss: 2.6310, grad_norm: 4.4244 2020-07-27 13:55:10,329 - mmaction - INFO - Epoch [136][440/3757] lr: 1.464e-02, eta: 1 day, 5:13:57, time: 0.625, data_time: 0.007, memory: 5232, top1_acc: 0.3898, top5_acc: 0.6438, loss_cls: 2.7347, loss: 2.7347, grad_norm: 4.6698 2020-07-27 13:55:24,921 - mmaction - INFO - Epoch [136][460/3757] lr: 1.464e-02, eta: 1 day, 5:13:45, time: 0.730, data_time: 0.166, memory: 5232, top1_acc: 0.3953, top5_acc: 0.6203, loss_cls: 2.7803, loss: 2.7803, grad_norm: 4.5600 2020-07-27 13:55:36,615 - mmaction - INFO - Epoch [136][480/3757] lr: 1.464e-02, eta: 1 day, 5:13:33, time: 0.585, data_time: 0.018, memory: 5232, top1_acc: 0.4172, top5_acc: 0.6586, loss_cls: 2.5888, loss: 2.5888, grad_norm: 4.6189 2020-07-27 13:55:49,249 - mmaction - INFO - Epoch [136][500/3757] lr: 1.464e-02, eta: 1 day, 5:13:20, time: 0.632, data_time: 0.061, memory: 5232, top1_acc: 0.4094, top5_acc: 0.6641, loss_cls: 2.6492, loss: 2.6492, grad_norm: 4.4884 2020-07-27 13:56:00,652 - mmaction - INFO - Epoch [136][520/3757] lr: 1.464e-02, eta: 1 day, 5:13:07, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4031, top5_acc: 0.6562, loss_cls: 2.7024, loss: 2.7024, grad_norm: 4.6487 2020-07-27 13:56:13,218 - mmaction - INFO - Epoch [136][540/3757] lr: 1.464e-02, eta: 1 day, 5:12:55, time: 0.629, data_time: 0.003, memory: 5232, top1_acc: 0.3891, top5_acc: 0.6648, loss_cls: 2.7105, loss: 2.7105, grad_norm: 4.5834 2020-07-27 13:56:24,669 - mmaction - INFO - Epoch [136][560/3757] lr: 1.464e-02, eta: 1 day, 5:12:42, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4008, top5_acc: 0.6414, loss_cls: 2.7154, loss: 2.7154, grad_norm: 4.4920 2020-07-27 13:56:36,052 - mmaction - INFO - Epoch [136][580/3757] lr: 1.464e-02, eta: 1 day, 5:12:29, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4086, top5_acc: 0.6336, loss_cls: 2.6397, loss: 2.6397, grad_norm: 4.3688 2020-07-27 13:56:47,487 - mmaction - INFO - Epoch [136][600/3757] lr: 1.464e-02, eta: 1 day, 5:12:16, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3930, top5_acc: 0.6383, loss_cls: 2.6874, loss: 2.6874, grad_norm: 4.4874 2020-07-27 13:56:58,822 - mmaction - INFO - Epoch [136][620/3757] lr: 1.464e-02, eta: 1 day, 5:12:03, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3891, top5_acc: 0.6516, loss_cls: 2.7059, loss: 2.7059, grad_norm: 4.5726 2020-07-27 13:57:10,239 - mmaction - INFO - Epoch [136][640/3757] lr: 1.464e-02, eta: 1 day, 5:11:50, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4234, top5_acc: 0.6766, loss_cls: 2.5882, loss: 2.5882, grad_norm: 4.3009 2020-07-27 13:57:21,668 - mmaction - INFO - Epoch [136][660/3757] lr: 1.464e-02, eta: 1 day, 5:11:37, time: 0.572, data_time: 0.008, memory: 5232, top1_acc: 0.3867, top5_acc: 0.6242, loss_cls: 2.7648, loss: 2.7648, grad_norm: 4.5938 2020-07-27 13:57:33,067 - mmaction - INFO - Epoch [136][680/3757] lr: 1.464e-02, eta: 1 day, 5:11:24, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.4062, top5_acc: 0.6406, loss_cls: 2.7017, loss: 2.7017, grad_norm: 4.5738 2020-07-27 13:57:44,495 - mmaction - INFO - Epoch [136][700/3757] lr: 1.464e-02, eta: 1 day, 5:11:11, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3805, top5_acc: 0.6281, loss_cls: 2.7367, loss: 2.7367, grad_norm: 4.4009 2020-07-27 13:57:55,821 - mmaction - INFO - Epoch [136][720/3757] lr: 1.464e-02, eta: 1 day, 5:10:58, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4367, top5_acc: 0.6719, loss_cls: 2.5782, loss: 2.5782, grad_norm: 4.3309 2020-07-27 13:58:07,284 - mmaction - INFO - Epoch [136][740/3757] lr: 1.464e-02, eta: 1 day, 5:10:45, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4047, top5_acc: 0.6602, loss_cls: 2.6478, loss: 2.6478, grad_norm: 4.4862 2020-07-27 13:58:18,713 - mmaction - INFO - Epoch [136][760/3757] lr: 1.464e-02, eta: 1 day, 5:10:32, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4070, top5_acc: 0.6539, loss_cls: 2.7141, loss: 2.7141, grad_norm: 4.4413 2020-07-27 13:58:30,118 - mmaction - INFO - Epoch [136][780/3757] lr: 1.464e-02, eta: 1 day, 5:10:19, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4039, top5_acc: 0.6414, loss_cls: 2.6899, loss: 2.6899, grad_norm: 4.6171 2020-07-27 13:58:41,736 - mmaction - INFO - Epoch [136][800/3757] lr: 1.464e-02, eta: 1 day, 5:10:06, time: 0.581, data_time: 0.015, memory: 5232, top1_acc: 0.4094, top5_acc: 0.6461, loss_cls: 2.6939, loss: 2.6939, grad_norm: 4.6026 2020-07-27 13:58:53,112 - mmaction - INFO - Epoch [136][820/3757] lr: 1.464e-02, eta: 1 day, 5:09:53, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4195, top5_acc: 0.6523, loss_cls: 2.6259, loss: 2.6259, grad_norm: 4.4551 2020-07-27 13:59:04,524 - mmaction - INFO - Epoch [136][840/3757] lr: 1.464e-02, eta: 1 day, 5:09:40, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4062, top5_acc: 0.6227, loss_cls: 2.7476, loss: 2.7476, grad_norm: 4.3707 2020-07-27 13:59:16,020 - mmaction - INFO - Epoch [136][860/3757] lr: 1.464e-02, eta: 1 day, 5:09:28, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4070, top5_acc: 0.6375, loss_cls: 2.6939, loss: 2.6939, grad_norm: 4.4341 2020-07-27 13:59:27,553 - mmaction - INFO - Epoch [136][880/3757] lr: 1.464e-02, eta: 1 day, 5:09:15, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4289, top5_acc: 0.6602, loss_cls: 2.5944, loss: 2.5944, grad_norm: 4.4194 2020-07-27 13:59:38,920 - mmaction - INFO - Epoch [136][900/3757] lr: 1.464e-02, eta: 1 day, 5:09:02, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4305, top5_acc: 0.6633, loss_cls: 2.5723, loss: 2.5723, grad_norm: 4.4327 2020-07-27 13:59:50,365 - mmaction - INFO - Epoch [136][920/3757] lr: 1.464e-02, eta: 1 day, 5:08:49, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4258, top5_acc: 0.6547, loss_cls: 2.6385, loss: 2.6385, grad_norm: 4.6131 2020-07-27 14:00:01,911 - mmaction - INFO - Epoch [136][940/3757] lr: 1.464e-02, eta: 1 day, 5:08:36, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3969, top5_acc: 0.6188, loss_cls: 2.8081, loss: 2.8081, grad_norm: 4.5541 2020-07-27 14:00:19,312 - mmaction - INFO - Epoch [136][960/3757] lr: 1.464e-02, eta: 1 day, 5:08:26, time: 0.868, data_time: 0.001, memory: 5232, top1_acc: 0.4125, top5_acc: 0.6539, loss_cls: 2.6327, loss: 2.6327, grad_norm: 4.4937 2020-07-27 14:00:30,740 - mmaction - INFO - Epoch [136][980/3757] lr: 1.464e-02, eta: 1 day, 5:08:13, time: 0.573, data_time: 0.005, memory: 5232, top1_acc: 0.4008, top5_acc: 0.6234, loss_cls: 2.7561, loss: 2.7561, grad_norm: 4.5345 2020-07-27 14:00:42,190 - mmaction - INFO - Epoch [136][1000/3757] lr: 1.464e-02, eta: 1 day, 5:08:00, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3805, top5_acc: 0.6211, loss_cls: 2.8091, loss: 2.8091, grad_norm: 4.6900 2020-07-27 14:00:53,681 - mmaction - INFO - Epoch [136][1020/3757] lr: 1.464e-02, eta: 1 day, 5:07:47, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3930, top5_acc: 0.6203, loss_cls: 2.8073, loss: 2.8073, grad_norm: 4.4223 2020-07-27 14:01:05,134 - mmaction - INFO - Epoch [136][1040/3757] lr: 1.464e-02, eta: 1 day, 5:07:34, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3961, top5_acc: 0.6438, loss_cls: 2.7330, loss: 2.7330, grad_norm: 4.3345 2020-07-27 14:01:16,536 - mmaction - INFO - Epoch [136][1060/3757] lr: 1.464e-02, eta: 1 day, 5:07:21, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3875, top5_acc: 0.6383, loss_cls: 2.7631, loss: 2.7631, grad_norm: 4.5361 2020-07-27 14:01:27,937 - mmaction - INFO - Epoch [136][1080/3757] lr: 1.464e-02, eta: 1 day, 5:07:08, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4203, top5_acc: 0.6719, loss_cls: 2.5628, loss: 2.5628, grad_norm: 4.3289 2020-07-27 14:01:39,272 - mmaction - INFO - Epoch [136][1100/3757] lr: 1.464e-02, eta: 1 day, 5:06:55, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4297, top5_acc: 0.6633, loss_cls: 2.5770, loss: 2.5770, grad_norm: 4.3815 2020-07-27 14:01:50,748 - mmaction - INFO - Epoch [136][1120/3757] lr: 1.464e-02, eta: 1 day, 5:06:42, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3805, top5_acc: 0.6320, loss_cls: 2.7366, loss: 2.7366, grad_norm: 4.4926 2020-07-27 14:02:03,369 - mmaction - INFO - Epoch [136][1140/3757] lr: 1.464e-02, eta: 1 day, 5:06:30, time: 0.632, data_time: 0.003, memory: 5232, top1_acc: 0.4023, top5_acc: 0.6352, loss_cls: 2.7872, loss: 2.7872, grad_norm: 4.4864 2020-07-27 14:02:14,788 - mmaction - INFO - Epoch [136][1160/3757] lr: 1.464e-02, eta: 1 day, 5:06:17, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4055, top5_acc: 0.6352, loss_cls: 2.7290, loss: 2.7290, grad_norm: 4.3701 2020-07-27 14:02:26,288 - mmaction - INFO - Epoch [136][1180/3757] lr: 1.464e-02, eta: 1 day, 5:06:04, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3914, top5_acc: 0.6445, loss_cls: 2.6917, loss: 2.6917, grad_norm: 4.5589 2020-07-27 14:02:37,699 - mmaction - INFO - Epoch [136][1200/3757] lr: 1.464e-02, eta: 1 day, 5:05:51, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.3984, top5_acc: 0.6484, loss_cls: 2.7079, loss: 2.7079, grad_norm: 4.5633 2020-07-27 14:02:49,126 - mmaction - INFO - Epoch [136][1220/3757] lr: 1.464e-02, eta: 1 day, 5:05:38, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4047, top5_acc: 0.6398, loss_cls: 2.7753, loss: 2.7753, grad_norm: 4.4609 2020-07-27 14:03:00,664 - mmaction - INFO - Epoch [136][1240/3757] lr: 1.464e-02, eta: 1 day, 5:05:25, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.4094, top5_acc: 0.6430, loss_cls: 2.6548, loss: 2.6548, grad_norm: 4.3396 2020-07-27 14:03:12,039 - mmaction - INFO - Epoch [136][1260/3757] lr: 1.464e-02, eta: 1 day, 5:05:12, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.3945, top5_acc: 0.6234, loss_cls: 2.7595, loss: 2.7595, grad_norm: 4.4231 2020-07-27 14:03:23,470 - mmaction - INFO - Epoch [136][1280/3757] lr: 1.464e-02, eta: 1 day, 5:04:59, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4133, top5_acc: 0.6445, loss_cls: 2.6924, loss: 2.6924, grad_norm: 4.5151 2020-07-27 14:03:34,814 - mmaction - INFO - Epoch [136][1300/3757] lr: 1.464e-02, eta: 1 day, 5:04:46, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3852, top5_acc: 0.6312, loss_cls: 2.7958, loss: 2.7958, grad_norm: 4.6052 2020-07-27 14:03:46,333 - mmaction - INFO - Epoch [136][1320/3757] lr: 1.464e-02, eta: 1 day, 5:04:33, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4234, top5_acc: 0.6578, loss_cls: 2.6615, loss: 2.6615, grad_norm: 4.4932 2020-07-27 14:03:57,801 - mmaction - INFO - Epoch [136][1340/3757] lr: 1.464e-02, eta: 1 day, 5:04:20, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4281, top5_acc: 0.6789, loss_cls: 2.5517, loss: 2.5517, grad_norm: 4.4616 2020-07-27 14:04:09,312 - mmaction - INFO - Epoch [136][1360/3757] lr: 1.464e-02, eta: 1 day, 5:04:07, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3953, top5_acc: 0.6477, loss_cls: 2.7033, loss: 2.7033, grad_norm: 4.6027 2020-07-27 14:04:20,895 - mmaction - INFO - Epoch [136][1380/3757] lr: 1.464e-02, eta: 1 day, 5:03:54, time: 0.579, data_time: 0.014, memory: 5232, top1_acc: 0.3945, top5_acc: 0.6336, loss_cls: 2.6860, loss: 2.6860, grad_norm: 4.4821 2020-07-27 14:04:32,645 - mmaction - INFO - Epoch [136][1400/3757] lr: 1.464e-02, eta: 1 day, 5:03:42, time: 0.587, data_time: 0.019, memory: 5232, top1_acc: 0.3930, top5_acc: 0.6203, loss_cls: 2.7149, loss: 2.7149, grad_norm: 4.4558 2020-07-27 14:04:44,493 - mmaction - INFO - Epoch [136][1420/3757] lr: 1.464e-02, eta: 1 day, 5:03:29, time: 0.593, data_time: 0.025, memory: 5232, top1_acc: 0.3961, top5_acc: 0.6430, loss_cls: 2.7430, loss: 2.7430, grad_norm: 4.4697 2020-07-27 14:04:56,232 - mmaction - INFO - Epoch [136][1440/3757] lr: 1.464e-02, eta: 1 day, 5:03:16, time: 0.587, data_time: 0.016, memory: 5232, top1_acc: 0.4281, top5_acc: 0.6758, loss_cls: 2.6015, loss: 2.6015, grad_norm: 4.5434 2020-07-27 14:05:08,016 - mmaction - INFO - Epoch [136][1460/3757] lr: 1.464e-02, eta: 1 day, 5:03:03, time: 0.589, data_time: 0.025, memory: 5232, top1_acc: 0.3969, top5_acc: 0.6531, loss_cls: 2.6483, loss: 2.6483, grad_norm: 4.5019 2020-07-27 14:05:19,434 - mmaction - INFO - Epoch [136][1480/3757] lr: 1.464e-02, eta: 1 day, 5:02:50, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4250, top5_acc: 0.6648, loss_cls: 2.5576, loss: 2.5576, grad_norm: 4.4391 2020-07-27 14:05:30,769 - mmaction - INFO - Epoch [136][1500/3757] lr: 1.464e-02, eta: 1 day, 5:02:37, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3797, top5_acc: 0.6430, loss_cls: 2.7366, loss: 2.7366, grad_norm: 4.7140 2020-07-27 14:05:42,176 - mmaction - INFO - Epoch [136][1520/3757] lr: 1.464e-02, eta: 1 day, 5:02:24, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4062, top5_acc: 0.6500, loss_cls: 2.6750, loss: 2.6750, grad_norm: 4.6385 2020-07-27 14:05:53,688 - mmaction - INFO - Epoch [136][1540/3757] lr: 1.464e-02, eta: 1 day, 5:02:11, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3820, top5_acc: 0.6297, loss_cls: 2.7709, loss: 2.7709, grad_norm: 4.6015 2020-07-27 14:06:05,110 - mmaction - INFO - Epoch [136][1560/3757] lr: 1.464e-02, eta: 1 day, 5:01:58, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4078, top5_acc: 0.6492, loss_cls: 2.7394, loss: 2.7394, grad_norm: 4.5715 2020-07-27 14:06:16,605 - mmaction - INFO - Epoch [136][1580/3757] lr: 1.464e-02, eta: 1 day, 5:01:46, time: 0.575, data_time: 0.002, memory: 5232, top1_acc: 0.4047, top5_acc: 0.6617, loss_cls: 2.7190, loss: 2.7190, grad_norm: 4.3883 2020-07-27 14:06:28,071 - mmaction - INFO - Epoch [136][1600/3757] lr: 1.464e-02, eta: 1 day, 5:01:33, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3922, top5_acc: 0.6375, loss_cls: 2.7384, loss: 2.7384, grad_norm: 4.5592 2020-07-27 14:06:39,498 - mmaction - INFO - Epoch [136][1620/3757] lr: 1.464e-02, eta: 1 day, 5:01:20, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3969, top5_acc: 0.6227, loss_cls: 2.7706, loss: 2.7706, grad_norm: 4.4802 2020-07-27 14:06:51,482 - mmaction - INFO - Epoch [136][1640/3757] lr: 1.464e-02, eta: 1 day, 5:01:07, time: 0.599, data_time: 0.027, memory: 5232, top1_acc: 0.3992, top5_acc: 0.6180, loss_cls: 2.7686, loss: 2.7686, grad_norm: 4.4890 2020-07-27 14:07:02,925 - mmaction - INFO - Epoch [136][1660/3757] lr: 1.464e-02, eta: 1 day, 5:00:54, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4039, top5_acc: 0.6586, loss_cls: 2.6834, loss: 2.6834, grad_norm: 4.4176 2020-07-27 14:07:14,379 - mmaction - INFO - Epoch [136][1680/3757] lr: 1.464e-02, eta: 1 day, 5:00:41, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4078, top5_acc: 0.6453, loss_cls: 2.7218, loss: 2.7218, grad_norm: 4.4660 2020-07-27 14:07:25,798 - mmaction - INFO - Epoch [136][1700/3757] lr: 1.464e-02, eta: 1 day, 5:00:28, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3859, top5_acc: 0.6453, loss_cls: 2.7349, loss: 2.7349, grad_norm: 4.4733 2020-07-27 14:07:37,224 - mmaction - INFO - Epoch [136][1720/3757] lr: 1.464e-02, eta: 1 day, 5:00:15, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4203, top5_acc: 0.6594, loss_cls: 2.6275, loss: 2.6275, grad_norm: 4.4764 2020-07-27 14:07:48,727 - mmaction - INFO - Epoch [136][1740/3757] lr: 1.464e-02, eta: 1 day, 5:00:02, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4078, top5_acc: 0.6648, loss_cls: 2.5997, loss: 2.5997, grad_norm: 4.4130 2020-07-27 14:08:00,144 - mmaction - INFO - Epoch [136][1760/3757] lr: 1.464e-02, eta: 1 day, 4:59:49, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3898, top5_acc: 0.6398, loss_cls: 2.7262, loss: 2.7262, grad_norm: 4.6288 2020-07-27 14:08:11,660 - mmaction - INFO - Epoch [136][1780/3757] lr: 1.464e-02, eta: 1 day, 4:59:36, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3859, top5_acc: 0.6352, loss_cls: 2.7488, loss: 2.7488, grad_norm: 4.6807 2020-07-27 14:08:23,025 - mmaction - INFO - Epoch [136][1800/3757] lr: 1.464e-02, eta: 1 day, 4:59:23, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4172, top5_acc: 0.6672, loss_cls: 2.5860, loss: 2.5860, grad_norm: 4.5210 2020-07-27 14:08:34,445 - mmaction - INFO - Epoch [136][1820/3757] lr: 1.464e-02, eta: 1 day, 4:59:10, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4000, top5_acc: 0.6547, loss_cls: 2.6886, loss: 2.6886, grad_norm: 4.4722 2020-07-27 14:08:45,981 - mmaction - INFO - Epoch [136][1840/3757] lr: 1.464e-02, eta: 1 day, 4:58:58, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3844, top5_acc: 0.6398, loss_cls: 2.6650, loss: 2.6650, grad_norm: 4.4633 2020-07-27 14:08:57,473 - mmaction - INFO - Epoch [136][1860/3757] lr: 1.464e-02, eta: 1 day, 4:58:45, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3906, top5_acc: 0.6367, loss_cls: 2.7391, loss: 2.7391, grad_norm: 4.6131 2020-07-27 14:09:08,937 - mmaction - INFO - Epoch [136][1880/3757] lr: 1.464e-02, eta: 1 day, 4:58:32, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4008, top5_acc: 0.6328, loss_cls: 2.7856, loss: 2.7856, grad_norm: 4.5453 2020-07-27 14:09:20,378 - mmaction - INFO - Epoch [136][1900/3757] lr: 1.464e-02, eta: 1 day, 4:58:19, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3984, top5_acc: 0.6375, loss_cls: 2.7541, loss: 2.7541, grad_norm: 4.4514 2020-07-27 14:09:31,778 - mmaction - INFO - Epoch [136][1920/3757] lr: 1.464e-02, eta: 1 day, 4:58:06, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.3914, top5_acc: 0.6367, loss_cls: 2.7399, loss: 2.7399, grad_norm: 4.4917 2020-07-27 14:09:43,202 - mmaction - INFO - Epoch [136][1940/3757] lr: 1.464e-02, eta: 1 day, 4:57:53, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4008, top5_acc: 0.6094, loss_cls: 2.7747, loss: 2.7747, grad_norm: 4.4435 2020-07-27 14:09:54,617 - mmaction - INFO - Epoch [136][1960/3757] lr: 1.464e-02, eta: 1 day, 4:57:40, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4133, top5_acc: 0.6648, loss_cls: 2.6407, loss: 2.6407, grad_norm: 4.4556 2020-07-27 14:10:06,129 - mmaction - INFO - Epoch [136][1980/3757] lr: 1.464e-02, eta: 1 day, 4:57:27, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4000, top5_acc: 0.6578, loss_cls: 2.6792, loss: 2.6792, grad_norm: 4.5032 2020-07-27 14:10:17,674 - mmaction - INFO - Epoch [136][2000/3757] lr: 1.464e-02, eta: 1 day, 4:57:14, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.4172, top5_acc: 0.6672, loss_cls: 2.5814, loss: 2.5814, grad_norm: 4.3192 2020-07-27 14:10:29,140 - mmaction - INFO - Epoch [136][2020/3757] lr: 1.464e-02, eta: 1 day, 4:57:01, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3953, top5_acc: 0.6305, loss_cls: 2.7854, loss: 2.7854, grad_norm: 4.6221 2020-07-27 14:10:40,601 - mmaction - INFO - Epoch [136][2040/3757] lr: 1.464e-02, eta: 1 day, 4:56:48, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3992, top5_acc: 0.6312, loss_cls: 2.7208, loss: 2.7208, grad_norm: 4.4682 2020-07-27 14:10:52,027 - mmaction - INFO - Epoch [136][2060/3757] lr: 1.464e-02, eta: 1 day, 4:56:35, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3953, top5_acc: 0.6281, loss_cls: 2.7474, loss: 2.7474, grad_norm: 4.6297 2020-07-27 14:11:03,528 - mmaction - INFO - Epoch [136][2080/3757] lr: 1.464e-02, eta: 1 day, 4:56:22, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3898, top5_acc: 0.6422, loss_cls: 2.7592, loss: 2.7592, grad_norm: 4.7053 2020-07-27 14:11:15,013 - mmaction - INFO - Epoch [136][2100/3757] lr: 1.464e-02, eta: 1 day, 4:56:10, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3977, top5_acc: 0.6414, loss_cls: 2.7437, loss: 2.7437, grad_norm: 4.6501 2020-07-27 14:11:26,572 - mmaction - INFO - Epoch [136][2120/3757] lr: 1.464e-02, eta: 1 day, 4:55:57, time: 0.578, data_time: 0.014, memory: 5232, top1_acc: 0.4375, top5_acc: 0.6727, loss_cls: 2.5940, loss: 2.5940, grad_norm: 4.5195 2020-07-27 14:11:37,953 - mmaction - INFO - Epoch [136][2140/3757] lr: 1.464e-02, eta: 1 day, 4:55:44, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3820, top5_acc: 0.6367, loss_cls: 2.7850, loss: 2.7850, grad_norm: 4.5116 2020-07-27 14:11:49,323 - mmaction - INFO - Epoch [136][2160/3757] lr: 1.464e-02, eta: 1 day, 4:55:31, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4086, top5_acc: 0.6430, loss_cls: 2.6460, loss: 2.6460, grad_norm: 4.4490 2020-07-27 14:12:00,757 - mmaction - INFO - Epoch [136][2180/3757] lr: 1.464e-02, eta: 1 day, 4:55:18, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3906, top5_acc: 0.6406, loss_cls: 2.7765, loss: 2.7765, grad_norm: 4.5479 2020-07-27 14:12:12,229 - mmaction - INFO - Epoch [136][2200/3757] lr: 1.464e-02, eta: 1 day, 4:55:05, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4047, top5_acc: 0.6438, loss_cls: 2.7498, loss: 2.7498, grad_norm: 4.4071 2020-07-27 14:12:23,637 - mmaction - INFO - Epoch [136][2220/3757] lr: 1.464e-02, eta: 1 day, 4:54:52, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3969, top5_acc: 0.6461, loss_cls: 2.6918, loss: 2.6918, grad_norm: 4.4765 2020-07-27 14:12:35,067 - mmaction - INFO - Epoch [136][2240/3757] lr: 1.464e-02, eta: 1 day, 4:54:39, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4055, top5_acc: 0.6578, loss_cls: 2.6680, loss: 2.6680, grad_norm: 4.5172 2020-07-27 14:12:46,493 - mmaction - INFO - Epoch [136][2260/3757] lr: 1.464e-02, eta: 1 day, 4:54:26, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4133, top5_acc: 0.6531, loss_cls: 2.7224, loss: 2.7224, grad_norm: 4.5225 2020-07-27 14:12:57,849 - mmaction - INFO - Epoch [136][2280/3757] lr: 1.464e-02, eta: 1 day, 4:54:13, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3828, top5_acc: 0.6523, loss_cls: 2.6831, loss: 2.6831, grad_norm: 4.6935 2020-07-27 14:13:09,229 - mmaction - INFO - Epoch [136][2300/3757] lr: 1.464e-02, eta: 1 day, 4:54:00, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4070, top5_acc: 0.6695, loss_cls: 2.6263, loss: 2.6263, grad_norm: 4.5534 2020-07-27 14:13:20,586 - mmaction - INFO - Epoch [136][2320/3757] lr: 1.464e-02, eta: 1 day, 4:53:47, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3844, top5_acc: 0.6180, loss_cls: 2.8267, loss: 2.8267, grad_norm: 4.7627 2020-07-27 14:13:31,963 - mmaction - INFO - Epoch [136][2340/3757] lr: 1.464e-02, eta: 1 day, 4:53:34, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.4039, top5_acc: 0.6500, loss_cls: 2.6594, loss: 2.6594, grad_norm: 4.4548 2020-07-27 14:13:43,472 - mmaction - INFO - Epoch [136][2360/3757] lr: 1.464e-02, eta: 1 day, 4:53:21, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3961, top5_acc: 0.6164, loss_cls: 2.8432, loss: 2.8432, grad_norm: 4.4660 2020-07-27 14:13:54,907 - mmaction - INFO - Epoch [136][2380/3757] lr: 1.464e-02, eta: 1 day, 4:53:08, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4062, top5_acc: 0.6461, loss_cls: 2.6714, loss: 2.6714, grad_norm: 4.4974 2020-07-27 14:14:06,307 - mmaction - INFO - Epoch [136][2400/3757] lr: 1.464e-02, eta: 1 day, 4:52:55, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3953, top5_acc: 0.6367, loss_cls: 2.7215, loss: 2.7215, grad_norm: 4.5389 2020-07-27 14:14:17,794 - mmaction - INFO - Epoch [136][2420/3757] lr: 1.464e-02, eta: 1 day, 4:52:42, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3977, top5_acc: 0.6211, loss_cls: 2.7317, loss: 2.7317, grad_norm: 4.4792 2020-07-27 14:14:29,180 - mmaction - INFO - Epoch [136][2440/3757] lr: 1.464e-02, eta: 1 day, 4:52:29, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3914, top5_acc: 0.6352, loss_cls: 2.7473, loss: 2.7473, grad_norm: 4.4723 2020-07-27 14:14:40,655 - mmaction - INFO - Epoch [136][2460/3757] lr: 1.464e-02, eta: 1 day, 4:52:17, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3547, top5_acc: 0.6062, loss_cls: 2.9490, loss: 2.9490, grad_norm: 4.5489 2020-07-27 14:14:52,116 - mmaction - INFO - Epoch [136][2480/3757] lr: 1.464e-02, eta: 1 day, 4:52:04, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4086, top5_acc: 0.6477, loss_cls: 2.6582, loss: 2.6582, grad_norm: 4.3384 2020-07-27 14:15:03,490 - mmaction - INFO - Epoch [136][2500/3757] lr: 1.464e-02, eta: 1 day, 4:51:51, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.3891, top5_acc: 0.6273, loss_cls: 2.7924, loss: 2.7924, grad_norm: 4.6000 2020-07-27 14:15:19,800 - mmaction - INFO - Epoch [136][2520/3757] lr: 1.464e-02, eta: 1 day, 4:51:40, time: 0.816, data_time: 0.253, memory: 5232, top1_acc: 0.3852, top5_acc: 0.6273, loss_cls: 2.8133, loss: 2.8133, grad_norm: 4.5323 2020-07-27 14:15:31,596 - mmaction - INFO - Epoch [136][2540/3757] lr: 1.464e-02, eta: 1 day, 4:51:27, time: 0.590, data_time: 0.017, memory: 5232, top1_acc: 0.3883, top5_acc: 0.6375, loss_cls: 2.7919, loss: 2.7919, grad_norm: 4.5907 2020-07-27 14:15:43,502 - mmaction - INFO - Epoch [136][2560/3757] lr: 1.464e-02, eta: 1 day, 4:51:14, time: 0.595, data_time: 0.027, memory: 5232, top1_acc: 0.3984, top5_acc: 0.6516, loss_cls: 2.7001, loss: 2.7001, grad_norm: 4.5787 2020-07-27 14:15:55,247 - mmaction - INFO - Epoch [136][2580/3757] lr: 1.464e-02, eta: 1 day, 4:51:02, time: 0.587, data_time: 0.015, memory: 5232, top1_acc: 0.3922, top5_acc: 0.6320, loss_cls: 2.7237, loss: 2.7237, grad_norm: 4.4761 2020-07-27 14:16:06,963 - mmaction - INFO - Epoch [136][2600/3757] lr: 1.464e-02, eta: 1 day, 4:50:49, time: 0.586, data_time: 0.020, memory: 5232, top1_acc: 0.4047, top5_acc: 0.6727, loss_cls: 2.6458, loss: 2.6458, grad_norm: 4.6681 2020-07-27 14:16:18,404 - mmaction - INFO - Epoch [136][2620/3757] lr: 1.464e-02, eta: 1 day, 4:50:36, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3820, top5_acc: 0.6250, loss_cls: 2.8312, loss: 2.8312, grad_norm: 4.6967 2020-07-27 14:16:29,842 - mmaction - INFO - Epoch [136][2640/3757] lr: 1.464e-02, eta: 1 day, 4:50:23, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4023, top5_acc: 0.6477, loss_cls: 2.6887, loss: 2.6887, grad_norm: 4.5644 2020-07-27 14:16:41,222 - mmaction - INFO - Epoch [136][2660/3757] lr: 1.464e-02, eta: 1 day, 4:50:10, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3602, top5_acc: 0.6125, loss_cls: 2.8935, loss: 2.8935, grad_norm: 4.6371 2020-07-27 14:16:53,117 - mmaction - INFO - Epoch [136][2680/3757] lr: 1.464e-02, eta: 1 day, 4:49:57, time: 0.595, data_time: 0.024, memory: 5232, top1_acc: 0.3953, top5_acc: 0.6492, loss_cls: 2.7213, loss: 2.7213, grad_norm: 4.3955 2020-07-27 14:17:04,835 - mmaction - INFO - Epoch [136][2700/3757] lr: 1.464e-02, eta: 1 day, 4:49:44, time: 0.586, data_time: 0.019, memory: 5232, top1_acc: 0.4133, top5_acc: 0.6547, loss_cls: 2.6175, loss: 2.6175, grad_norm: 4.4266 2020-07-27 14:17:16,678 - mmaction - INFO - Epoch [136][2720/3757] lr: 1.464e-02, eta: 1 day, 4:49:32, time: 0.592, data_time: 0.025, memory: 5232, top1_acc: 0.4109, top5_acc: 0.6602, loss_cls: 2.6266, loss: 2.6266, grad_norm: 4.5076 2020-07-27 14:17:28,438 - mmaction - INFO - Epoch [136][2740/3757] lr: 1.464e-02, eta: 1 day, 4:49:19, time: 0.588, data_time: 0.018, memory: 5232, top1_acc: 0.3844, top5_acc: 0.6477, loss_cls: 2.6922, loss: 2.6922, grad_norm: 4.4584 2020-07-27 14:17:40,260 - mmaction - INFO - Epoch [136][2760/3757] lr: 1.464e-02, eta: 1 day, 4:49:06, time: 0.591, data_time: 0.025, memory: 5232, top1_acc: 0.4078, top5_acc: 0.6461, loss_cls: 2.6897, loss: 2.6897, grad_norm: 4.5766 2020-07-27 14:17:51,684 - mmaction - INFO - Epoch [136][2780/3757] lr: 1.464e-02, eta: 1 day, 4:48:53, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3852, top5_acc: 0.6367, loss_cls: 2.6910, loss: 2.6910, grad_norm: 4.4486 2020-07-27 14:18:03,195 - mmaction - INFO - Epoch [136][2800/3757] lr: 1.464e-02, eta: 1 day, 4:48:40, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3945, top5_acc: 0.6312, loss_cls: 2.6748, loss: 2.6748, grad_norm: 4.5283 2020-07-27 14:18:14,895 - mmaction - INFO - Epoch [136][2820/3757] lr: 1.464e-02, eta: 1 day, 4:48:27, time: 0.585, data_time: 0.019, memory: 5232, top1_acc: 0.4102, top5_acc: 0.6500, loss_cls: 2.6833, loss: 2.6833, grad_norm: 4.5889 2020-07-27 14:18:26,715 - mmaction - INFO - Epoch [136][2840/3757] lr: 1.464e-02, eta: 1 day, 4:48:15, time: 0.591, data_time: 0.020, memory: 5232, top1_acc: 0.3883, top5_acc: 0.6273, loss_cls: 2.8036, loss: 2.8036, grad_norm: 4.4982 2020-07-27 14:18:38,416 - mmaction - INFO - Epoch [136][2860/3757] lr: 1.464e-02, eta: 1 day, 4:48:02, time: 0.585, data_time: 0.014, memory: 5232, top1_acc: 0.3781, top5_acc: 0.6289, loss_cls: 2.8320, loss: 2.8320, grad_norm: 4.5904 2020-07-27 14:18:50,301 - mmaction - INFO - Epoch [136][2880/3757] lr: 1.464e-02, eta: 1 day, 4:47:49, time: 0.595, data_time: 0.025, memory: 5232, top1_acc: 0.3844, top5_acc: 0.6234, loss_cls: 2.7683, loss: 2.7683, grad_norm: 4.3780 2020-07-27 14:19:02,022 - mmaction - INFO - Epoch [136][2900/3757] lr: 1.464e-02, eta: 1 day, 4:47:36, time: 0.585, data_time: 0.015, memory: 5232, top1_acc: 0.3766, top5_acc: 0.6148, loss_cls: 2.8180, loss: 2.8180, grad_norm: 4.3992 2020-07-27 14:19:13,515 - mmaction - INFO - Epoch [136][2920/3757] lr: 1.464e-02, eta: 1 day, 4:47:23, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4039, top5_acc: 0.6289, loss_cls: 2.7578, loss: 2.7578, grad_norm: 4.2826 2020-07-27 14:19:24,949 - mmaction - INFO - Epoch [136][2940/3757] lr: 1.464e-02, eta: 1 day, 4:47:10, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4219, top5_acc: 0.6523, loss_cls: 2.6863, loss: 2.6863, grad_norm: 4.3417 2020-07-27 14:19:36,389 - mmaction - INFO - Epoch [136][2960/3757] lr: 1.464e-02, eta: 1 day, 4:46:58, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4109, top5_acc: 0.6383, loss_cls: 2.6600, loss: 2.6600, grad_norm: 4.4264 2020-07-27 14:19:48,101 - mmaction - INFO - Epoch [136][2980/3757] lr: 1.464e-02, eta: 1 day, 4:46:45, time: 0.586, data_time: 0.012, memory: 5232, top1_acc: 0.4055, top5_acc: 0.6555, loss_cls: 2.6658, loss: 2.6658, grad_norm: 4.4349 2020-07-27 14:19:59,938 - mmaction - INFO - Epoch [136][3000/3757] lr: 1.464e-02, eta: 1 day, 4:46:32, time: 0.591, data_time: 0.023, memory: 5232, top1_acc: 0.4016, top5_acc: 0.6461, loss_cls: 2.7089, loss: 2.7089, grad_norm: 4.6367 2020-07-27 14:20:11,759 - mmaction - INFO - Epoch [136][3020/3757] lr: 1.464e-02, eta: 1 day, 4:46:19, time: 0.592, data_time: 0.012, memory: 5232, top1_acc: 0.4094, top5_acc: 0.6555, loss_cls: 2.6767, loss: 2.6767, grad_norm: 4.4888 2020-07-27 14:20:23,572 - mmaction - INFO - Epoch [136][3040/3757] lr: 1.464e-02, eta: 1 day, 4:46:06, time: 0.591, data_time: 0.026, memory: 5232, top1_acc: 0.3937, top5_acc: 0.6414, loss_cls: 2.7497, loss: 2.7497, grad_norm: 4.6098 2020-07-27 14:20:35,219 - mmaction - INFO - Epoch [136][3060/3757] lr: 1.464e-02, eta: 1 day, 4:45:54, time: 0.582, data_time: 0.015, memory: 5232, top1_acc: 0.3797, top5_acc: 0.6508, loss_cls: 2.7596, loss: 2.7596, grad_norm: 4.5741 2020-07-27 14:20:46,635 - mmaction - INFO - Epoch [136][3080/3757] lr: 1.464e-02, eta: 1 day, 4:45:41, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4117, top5_acc: 0.6570, loss_cls: 2.6367, loss: 2.6367, grad_norm: 4.4602 2020-07-27 14:20:58,267 - mmaction - INFO - Epoch [136][3100/3757] lr: 1.464e-02, eta: 1 day, 4:45:28, time: 0.581, data_time: 0.017, memory: 5232, top1_acc: 0.3953, top5_acc: 0.6367, loss_cls: 2.7237, loss: 2.7237, grad_norm: 4.4307 2020-07-27 14:21:09,795 - mmaction - INFO - Epoch [136][3120/3757] lr: 1.464e-02, eta: 1 day, 4:45:15, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.4047, top5_acc: 0.6508, loss_cls: 2.6294, loss: 2.6294, grad_norm: 4.4067 2020-07-27 14:21:21,269 - mmaction - INFO - Epoch [136][3140/3757] lr: 1.464e-02, eta: 1 day, 4:45:02, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3930, top5_acc: 0.6344, loss_cls: 2.7536, loss: 2.7536, grad_norm: 4.5152 2020-07-27 14:21:32,659 - mmaction - INFO - Epoch [136][3160/3757] lr: 1.464e-02, eta: 1 day, 4:44:49, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3805, top5_acc: 0.6414, loss_cls: 2.7410, loss: 2.7410, grad_norm: 4.5489 2020-07-27 14:21:44,088 - mmaction - INFO - Epoch [136][3180/3757] lr: 1.464e-02, eta: 1 day, 4:44:36, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4055, top5_acc: 0.6414, loss_cls: 2.7509, loss: 2.7509, grad_norm: 4.5055 2020-07-27 14:21:55,481 - mmaction - INFO - Epoch [136][3200/3757] lr: 1.464e-02, eta: 1 day, 4:44:23, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4016, top5_acc: 0.6312, loss_cls: 2.7413, loss: 2.7413, grad_norm: 4.5245 2020-07-27 14:22:06,900 - mmaction - INFO - Epoch [136][3220/3757] lr: 1.464e-02, eta: 1 day, 4:44:10, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4055, top5_acc: 0.6711, loss_cls: 2.6184, loss: 2.6184, grad_norm: 4.5047 2020-07-27 14:22:18,373 - mmaction - INFO - Epoch [136][3240/3757] lr: 1.464e-02, eta: 1 day, 4:43:57, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3805, top5_acc: 0.6289, loss_cls: 2.7924, loss: 2.7924, grad_norm: 4.5410 2020-07-27 14:22:29,709 - mmaction - INFO - Epoch [136][3260/3757] lr: 1.464e-02, eta: 1 day, 4:43:44, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4156, top5_acc: 0.6547, loss_cls: 2.6300, loss: 2.6300, grad_norm: 4.5148 2020-07-27 14:22:41,213 - mmaction - INFO - Epoch [136][3280/3757] lr: 1.464e-02, eta: 1 day, 4:43:31, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.4016, top5_acc: 0.6414, loss_cls: 2.6763, loss: 2.6763, grad_norm: 4.5609 2020-07-27 14:22:52,701 - mmaction - INFO - Epoch [136][3300/3757] lr: 1.464e-02, eta: 1 day, 4:43:19, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3906, top5_acc: 0.6250, loss_cls: 2.7481, loss: 2.7481, grad_norm: 4.6690 2020-07-27 14:23:03,964 - mmaction - INFO - Epoch [136][3320/3757] lr: 1.464e-02, eta: 1 day, 4:43:06, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.3937, top5_acc: 0.6062, loss_cls: 2.8224, loss: 2.8224, grad_norm: 4.3668 2020-07-27 14:23:15,335 - mmaction - INFO - Epoch [136][3340/3757] lr: 1.464e-02, eta: 1 day, 4:42:53, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3828, top5_acc: 0.6086, loss_cls: 2.8149, loss: 2.8149, grad_norm: 4.5751 2020-07-27 14:23:26,778 - mmaction - INFO - Epoch [136][3360/3757] lr: 1.464e-02, eta: 1 day, 4:42:40, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4016, top5_acc: 0.6562, loss_cls: 2.6816, loss: 2.6816, grad_norm: 4.3191 2020-07-27 14:23:38,193 - mmaction - INFO - Epoch [136][3380/3757] lr: 1.464e-02, eta: 1 day, 4:42:27, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3914, top5_acc: 0.6250, loss_cls: 2.7557, loss: 2.7557, grad_norm: 4.4817 2020-07-27 14:23:49,761 - mmaction - INFO - Epoch [136][3400/3757] lr: 1.464e-02, eta: 1 day, 4:42:14, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3797, top5_acc: 0.6383, loss_cls: 2.7779, loss: 2.7779, grad_norm: 4.4841 2020-07-27 14:24:01,255 - mmaction - INFO - Epoch [136][3420/3757] lr: 1.464e-02, eta: 1 day, 4:42:01, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4008, top5_acc: 0.6148, loss_cls: 2.7648, loss: 2.7648, grad_norm: 4.5890 2020-07-27 14:24:12,599 - mmaction - INFO - Epoch [136][3440/3757] lr: 1.464e-02, eta: 1 day, 4:41:48, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4078, top5_acc: 0.6570, loss_cls: 2.6957, loss: 2.6957, grad_norm: 4.5003 2020-07-27 14:24:24,093 - mmaction - INFO - Epoch [136][3460/3757] lr: 1.464e-02, eta: 1 day, 4:41:35, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3727, top5_acc: 0.6148, loss_cls: 2.7776, loss: 2.7776, grad_norm: 4.4635 2020-07-27 14:24:35,602 - mmaction - INFO - Epoch [136][3480/3757] lr: 1.464e-02, eta: 1 day, 4:41:22, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3961, top5_acc: 0.6398, loss_cls: 2.7457, loss: 2.7457, grad_norm: 4.4639 2020-07-27 14:24:47,004 - mmaction - INFO - Epoch [136][3500/3757] lr: 1.464e-02, eta: 1 day, 4:41:09, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4266, top5_acc: 0.6398, loss_cls: 2.6567, loss: 2.6567, grad_norm: 4.3763 2020-07-27 14:24:58,778 - mmaction - INFO - Epoch [136][3520/3757] lr: 1.464e-02, eta: 1 day, 4:40:56, time: 0.588, data_time: 0.026, memory: 5232, top1_acc: 0.4070, top5_acc: 0.6414, loss_cls: 2.7254, loss: 2.7254, grad_norm: 4.4549 2020-07-27 14:25:10,262 - mmaction - INFO - Epoch [136][3540/3757] lr: 1.464e-02, eta: 1 day, 4:40:44, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4234, top5_acc: 0.6578, loss_cls: 2.6341, loss: 2.6341, grad_norm: 4.3479 2020-07-27 14:25:21,718 - mmaction - INFO - Epoch [136][3560/3757] lr: 1.464e-02, eta: 1 day, 4:40:31, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3875, top5_acc: 0.6312, loss_cls: 2.7726, loss: 2.7726, grad_norm: 4.7132 2020-07-27 14:25:33,149 - mmaction - INFO - Epoch [136][3580/3757] lr: 1.464e-02, eta: 1 day, 4:40:18, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4016, top5_acc: 0.6516, loss_cls: 2.6930, loss: 2.6930, grad_norm: 4.4763 2020-07-27 14:25:44,556 - mmaction - INFO - Epoch [136][3600/3757] lr: 1.464e-02, eta: 1 day, 4:40:05, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3984, top5_acc: 0.6398, loss_cls: 2.7474, loss: 2.7474, grad_norm: 4.6285 2020-07-27 14:25:55,997 - mmaction - INFO - Epoch [136][3620/3757] lr: 1.464e-02, eta: 1 day, 4:39:52, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3781, top5_acc: 0.6242, loss_cls: 2.8256, loss: 2.8256, grad_norm: 4.5328 2020-07-27 14:26:07,439 - mmaction - INFO - Epoch [136][3640/3757] lr: 1.464e-02, eta: 1 day, 4:39:39, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3961, top5_acc: 0.6430, loss_cls: 2.7209, loss: 2.7209, grad_norm: 4.4171 2020-07-27 14:26:18,947 - mmaction - INFO - Epoch [136][3660/3757] lr: 1.464e-02, eta: 1 day, 4:39:26, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4242, top5_acc: 0.6594, loss_cls: 2.6361, loss: 2.6361, grad_norm: 4.4495 2020-07-27 14:26:30,372 - mmaction - INFO - Epoch [136][3680/3757] lr: 1.464e-02, eta: 1 day, 4:39:13, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4102, top5_acc: 0.6461, loss_cls: 2.7593, loss: 2.7593, grad_norm: 4.5709 2020-07-27 14:26:41,819 - mmaction - INFO - Epoch [136][3700/3757] lr: 1.464e-02, eta: 1 day, 4:39:00, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4211, top5_acc: 0.6461, loss_cls: 2.6323, loss: 2.6323, grad_norm: 4.4029 2020-07-27 14:26:53,318 - mmaction - INFO - Epoch [136][3720/3757] lr: 1.464e-02, eta: 1 day, 4:38:47, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3945, top5_acc: 0.6406, loss_cls: 2.7642, loss: 2.7642, grad_norm: 4.5053 2020-07-27 14:27:04,778 - mmaction - INFO - Epoch [136][3740/3757] lr: 1.464e-02, eta: 1 day, 4:38:34, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4047, top5_acc: 0.6250, loss_cls: 2.7540, loss: 2.7540, grad_norm: 4.4665 2020-07-27 14:30:24,624 - mmaction - INFO - Epoch [137][20/3757] lr: 1.403e-02, eta: 1 day, 4:39:20, time: 9.081, data_time: 8.390, memory: 5232, top1_acc: 0.3992, top5_acc: 0.6273, loss_cls: 2.7146, loss: 2.7146, grad_norm: 4.5390 2020-07-27 14:30:36,084 - mmaction - INFO - Epoch [137][40/3757] lr: 1.403e-02, eta: 1 day, 4:39:07, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4273, top5_acc: 0.6570, loss_cls: 2.6275, loss: 2.6275, grad_norm: 4.4804 2020-07-27 14:30:47,492 - mmaction - INFO - Epoch [137][60/3757] lr: 1.403e-02, eta: 1 day, 4:38:54, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.3930, top5_acc: 0.6312, loss_cls: 2.7300, loss: 2.7300, grad_norm: 4.5382 2020-07-27 14:30:59,041 - mmaction - INFO - Epoch [137][80/3757] lr: 1.403e-02, eta: 1 day, 4:38:42, time: 0.578, data_time: 0.004, memory: 5232, top1_acc: 0.4328, top5_acc: 0.6711, loss_cls: 2.5819, loss: 2.5819, grad_norm: 4.4999 2020-07-27 14:31:10,363 - mmaction - INFO - Epoch [137][100/3757] lr: 1.403e-02, eta: 1 day, 4:38:29, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4109, top5_acc: 0.6664, loss_cls: 2.6452, loss: 2.6452, grad_norm: 4.4669 2020-07-27 14:31:21,870 - mmaction - INFO - Epoch [137][120/3757] lr: 1.403e-02, eta: 1 day, 4:38:16, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.3914, top5_acc: 0.6398, loss_cls: 2.7804, loss: 2.7804, grad_norm: 4.6991 2020-07-27 14:31:33,283 - mmaction - INFO - Epoch [137][140/3757] lr: 1.403e-02, eta: 1 day, 4:38:03, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3930, top5_acc: 0.6367, loss_cls: 2.7650, loss: 2.7650, grad_norm: 4.6111 2020-07-27 14:31:44,585 - mmaction - INFO - Epoch [137][160/3757] lr: 1.403e-02, eta: 1 day, 4:37:50, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.4078, top5_acc: 0.6312, loss_cls: 2.6967, loss: 2.6967, grad_norm: 4.4615 2020-07-27 14:31:55,882 - mmaction - INFO - Epoch [137][180/3757] lr: 1.403e-02, eta: 1 day, 4:37:37, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.4180, top5_acc: 0.6781, loss_cls: 2.5792, loss: 2.5792, grad_norm: 4.4863 2020-07-27 14:32:07,261 - mmaction - INFO - Epoch [137][200/3757] lr: 1.403e-02, eta: 1 day, 4:37:24, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3828, top5_acc: 0.6375, loss_cls: 2.7642, loss: 2.7642, grad_norm: 4.6117 2020-07-27 14:32:18,726 - mmaction - INFO - Epoch [137][220/3757] lr: 1.403e-02, eta: 1 day, 4:37:11, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4016, top5_acc: 0.6383, loss_cls: 2.7392, loss: 2.7392, grad_norm: 4.5074 2020-07-27 14:32:30,154 - mmaction - INFO - Epoch [137][240/3757] lr: 1.403e-02, eta: 1 day, 4:36:58, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4039, top5_acc: 0.6422, loss_cls: 2.7032, loss: 2.7032, grad_norm: 4.4512 2020-07-27 14:32:41,517 - mmaction - INFO - Epoch [137][260/3757] lr: 1.403e-02, eta: 1 day, 4:36:45, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4039, top5_acc: 0.6344, loss_cls: 2.7633, loss: 2.7633, grad_norm: 4.5648 2020-07-27 14:32:52,952 - mmaction - INFO - Epoch [137][280/3757] lr: 1.403e-02, eta: 1 day, 4:36:32, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3742, top5_acc: 0.6344, loss_cls: 2.8230, loss: 2.8230, grad_norm: 4.6335 2020-07-27 14:33:04,421 - mmaction - INFO - Epoch [137][300/3757] lr: 1.403e-02, eta: 1 day, 4:36:19, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4023, top5_acc: 0.6180, loss_cls: 2.7106, loss: 2.7106, grad_norm: 4.4100 2020-07-27 14:33:15,853 - mmaction - INFO - Epoch [137][320/3757] lr: 1.403e-02, eta: 1 day, 4:36:06, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4055, top5_acc: 0.6344, loss_cls: 2.7616, loss: 2.7616, grad_norm: 4.4577 2020-07-27 14:33:27,282 - mmaction - INFO - Epoch [137][340/3757] lr: 1.403e-02, eta: 1 day, 4:35:53, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3953, top5_acc: 0.6484, loss_cls: 2.7195, loss: 2.7195, grad_norm: 4.5188 2020-07-27 14:33:38,700 - mmaction - INFO - Epoch [137][360/3757] lr: 1.403e-02, eta: 1 day, 4:35:40, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4109, top5_acc: 0.6492, loss_cls: 2.7196, loss: 2.7196, grad_norm: 4.5542 2020-07-27 14:33:50,064 - mmaction - INFO - Epoch [137][380/3757] lr: 1.403e-02, eta: 1 day, 4:35:27, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4148, top5_acc: 0.6391, loss_cls: 2.7028, loss: 2.7028, grad_norm: 4.3603 2020-07-27 14:34:01,447 - mmaction - INFO - Epoch [137][400/3757] lr: 1.403e-02, eta: 1 day, 4:35:14, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4070, top5_acc: 0.6453, loss_cls: 2.6920, loss: 2.6920, grad_norm: 4.5293 2020-07-27 14:34:12,875 - mmaction - INFO - Epoch [137][420/3757] lr: 1.403e-02, eta: 1 day, 4:35:01, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.4031, top5_acc: 0.6297, loss_cls: 2.7593, loss: 2.7593, grad_norm: 4.5236 2020-07-27 14:34:24,296 - mmaction - INFO - Epoch [137][440/3757] lr: 1.403e-02, eta: 1 day, 4:34:48, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4266, top5_acc: 0.6500, loss_cls: 2.6076, loss: 2.6076, grad_norm: 4.4625 2020-07-27 14:34:35,614 - mmaction - INFO - Epoch [137][460/3757] lr: 1.403e-02, eta: 1 day, 4:34:35, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4070, top5_acc: 0.6453, loss_cls: 2.7022, loss: 2.7022, grad_norm: 4.7270 2020-07-27 14:34:47,005 - mmaction - INFO - Epoch [137][480/3757] lr: 1.403e-02, eta: 1 day, 4:34:22, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3969, top5_acc: 0.6352, loss_cls: 2.6681, loss: 2.6681, grad_norm: 4.5175 2020-07-27 14:34:58,333 - mmaction - INFO - Epoch [137][500/3757] lr: 1.403e-02, eta: 1 day, 4:34:09, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4102, top5_acc: 0.6383, loss_cls: 2.6254, loss: 2.6254, grad_norm: 4.2776 2020-07-27 14:35:09,754 - mmaction - INFO - Epoch [137][520/3757] lr: 1.403e-02, eta: 1 day, 4:33:57, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3937, top5_acc: 0.6430, loss_cls: 2.7205, loss: 2.7205, grad_norm: 4.6786 2020-07-27 14:35:21,374 - mmaction - INFO - Epoch [137][540/3757] lr: 1.403e-02, eta: 1 day, 4:33:44, time: 0.581, data_time: 0.015, memory: 5232, top1_acc: 0.4031, top5_acc: 0.6289, loss_cls: 2.7799, loss: 2.7799, grad_norm: 4.6386 2020-07-27 14:35:33,113 - mmaction - INFO - Epoch [137][560/3757] lr: 1.403e-02, eta: 1 day, 4:33:31, time: 0.587, data_time: 0.025, memory: 5232, top1_acc: 0.4180, top5_acc: 0.6508, loss_cls: 2.6380, loss: 2.6380, grad_norm: 4.5285 2020-07-27 14:35:44,815 - mmaction - INFO - Epoch [137][580/3757] lr: 1.403e-02, eta: 1 day, 4:33:18, time: 0.585, data_time: 0.015, memory: 5232, top1_acc: 0.4117, top5_acc: 0.6602, loss_cls: 2.6315, loss: 2.6315, grad_norm: 4.5012 2020-07-27 14:35:56,584 - mmaction - INFO - Epoch [137][600/3757] lr: 1.403e-02, eta: 1 day, 4:33:05, time: 0.589, data_time: 0.024, memory: 5232, top1_acc: 0.4102, top5_acc: 0.6406, loss_cls: 2.6981, loss: 2.6981, grad_norm: 4.5220 2020-07-27 14:36:08,401 - mmaction - INFO - Epoch [137][620/3757] lr: 1.403e-02, eta: 1 day, 4:32:53, time: 0.591, data_time: 0.014, memory: 5232, top1_acc: 0.4148, top5_acc: 0.6508, loss_cls: 2.6412, loss: 2.6412, grad_norm: 4.6995 2020-07-27 14:36:20,185 - mmaction - INFO - Epoch [137][640/3757] lr: 1.403e-02, eta: 1 day, 4:32:40, time: 0.589, data_time: 0.022, memory: 5232, top1_acc: 0.4094, top5_acc: 0.6445, loss_cls: 2.7207, loss: 2.7207, grad_norm: 4.5411 2020-07-27 14:36:31,758 - mmaction - INFO - Epoch [137][660/3757] lr: 1.403e-02, eta: 1 day, 4:32:27, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.4227, top5_acc: 0.6656, loss_cls: 2.5780, loss: 2.5780, grad_norm: 4.4249 2020-07-27 14:36:43,027 - mmaction - INFO - Epoch [137][680/3757] lr: 1.403e-02, eta: 1 day, 4:32:14, time: 0.563, data_time: 0.001, memory: 5232, top1_acc: 0.4008, top5_acc: 0.6461, loss_cls: 2.6713, loss: 2.6713, grad_norm: 4.6727 2020-07-27 14:36:54,382 - mmaction - INFO - Epoch [137][700/3757] lr: 1.403e-02, eta: 1 day, 4:32:01, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4016, top5_acc: 0.6695, loss_cls: 2.6427, loss: 2.6427, grad_norm: 4.6544 2020-07-27 14:37:05,769 - mmaction - INFO - Epoch [137][720/3757] lr: 1.403e-02, eta: 1 day, 4:31:48, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3977, top5_acc: 0.6422, loss_cls: 2.6975, loss: 2.6975, grad_norm: 4.6905 2020-07-27 14:37:17,162 - mmaction - INFO - Epoch [137][740/3757] lr: 1.403e-02, eta: 1 day, 4:31:35, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4148, top5_acc: 0.6359, loss_cls: 2.6806, loss: 2.6806, grad_norm: 4.6278 2020-07-27 14:37:28,611 - mmaction - INFO - Epoch [137][760/3757] lr: 1.403e-02, eta: 1 day, 4:31:22, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4031, top5_acc: 0.6422, loss_cls: 2.7325, loss: 2.7325, grad_norm: 4.6299 2020-07-27 14:37:40,009 - mmaction - INFO - Epoch [137][780/3757] lr: 1.403e-02, eta: 1 day, 4:31:09, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4000, top5_acc: 0.6438, loss_cls: 2.6890, loss: 2.6890, grad_norm: 4.6491 2020-07-27 14:37:51,461 - mmaction - INFO - Epoch [137][800/3757] lr: 1.403e-02, eta: 1 day, 4:30:56, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3781, top5_acc: 0.6281, loss_cls: 2.8406, loss: 2.8406, grad_norm: 4.7528 2020-07-27 14:38:02,843 - mmaction - INFO - Epoch [137][820/3757] lr: 1.403e-02, eta: 1 day, 4:30:43, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3867, top5_acc: 0.6344, loss_cls: 2.7059, loss: 2.7059, grad_norm: 4.5185 2020-07-27 14:38:14,205 - mmaction - INFO - Epoch [137][840/3757] lr: 1.403e-02, eta: 1 day, 4:30:30, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.3953, top5_acc: 0.6391, loss_cls: 2.7660, loss: 2.7660, grad_norm: 4.6897 2020-07-27 14:38:25,615 - mmaction - INFO - Epoch [137][860/3757] lr: 1.403e-02, eta: 1 day, 4:30:17, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4219, top5_acc: 0.6719, loss_cls: 2.6381, loss: 2.6381, grad_norm: 4.5716 2020-07-27 14:38:36,967 - mmaction - INFO - Epoch [137][880/3757] lr: 1.403e-02, eta: 1 day, 4:30:04, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.4328, top5_acc: 0.6492, loss_cls: 2.6331, loss: 2.6331, grad_norm: 4.6344 2020-07-27 14:38:48,391 - mmaction - INFO - Epoch [137][900/3757] lr: 1.403e-02, eta: 1 day, 4:29:51, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4109, top5_acc: 0.6430, loss_cls: 2.7236, loss: 2.7236, grad_norm: 4.5159 2020-07-27 14:38:59,766 - mmaction - INFO - Epoch [137][920/3757] lr: 1.403e-02, eta: 1 day, 4:29:38, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4109, top5_acc: 0.6523, loss_cls: 2.6949, loss: 2.6949, grad_norm: 4.5707 2020-07-27 14:39:11,261 - mmaction - INFO - Epoch [137][940/3757] lr: 1.403e-02, eta: 1 day, 4:29:26, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3992, top5_acc: 0.6430, loss_cls: 2.6782, loss: 2.6782, grad_norm: 4.5251 2020-07-27 14:39:22,657 - mmaction - INFO - Epoch [137][960/3757] lr: 1.403e-02, eta: 1 day, 4:29:13, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4062, top5_acc: 0.6562, loss_cls: 2.7246, loss: 2.7246, grad_norm: 4.6032 2020-07-27 14:39:34,002 - mmaction - INFO - Epoch [137][980/3757] lr: 1.403e-02, eta: 1 day, 4:29:00, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4141, top5_acc: 0.6438, loss_cls: 2.7530, loss: 2.7530, grad_norm: 4.5826 2020-07-27 14:39:45,501 - mmaction - INFO - Epoch [137][1000/3757] lr: 1.403e-02, eta: 1 day, 4:28:47, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4250, top5_acc: 0.6695, loss_cls: 2.5779, loss: 2.5779, grad_norm: 4.4748 2020-07-27 14:39:57,015 - mmaction - INFO - Epoch [137][1020/3757] lr: 1.403e-02, eta: 1 day, 4:28:34, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.4008, top5_acc: 0.6547, loss_cls: 2.6712, loss: 2.6712, grad_norm: 4.5274 2020-07-27 14:40:08,421 - mmaction - INFO - Epoch [137][1040/3757] lr: 1.403e-02, eta: 1 day, 4:28:21, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.3922, top5_acc: 0.6469, loss_cls: 2.6984, loss: 2.6984, grad_norm: 4.5164 2020-07-27 14:40:19,874 - mmaction - INFO - Epoch [137][1060/3757] lr: 1.403e-02, eta: 1 day, 4:28:08, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3992, top5_acc: 0.6281, loss_cls: 2.7818, loss: 2.7818, grad_norm: 4.5582 2020-07-27 14:40:31,402 - mmaction - INFO - Epoch [137][1080/3757] lr: 1.403e-02, eta: 1 day, 4:27:55, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4195, top5_acc: 0.6578, loss_cls: 2.6282, loss: 2.6282, grad_norm: 4.3940 2020-07-27 14:40:42,859 - mmaction - INFO - Epoch [137][1100/3757] lr: 1.403e-02, eta: 1 day, 4:27:42, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3937, top5_acc: 0.6391, loss_cls: 2.7177, loss: 2.7177, grad_norm: 4.7101 2020-07-27 14:40:54,333 - mmaction - INFO - Epoch [137][1120/3757] lr: 1.403e-02, eta: 1 day, 4:27:29, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4125, top5_acc: 0.6555, loss_cls: 2.6095, loss: 2.6095, grad_norm: 4.5242 2020-07-27 14:41:05,998 - mmaction - INFO - Epoch [137][1140/3757] lr: 1.403e-02, eta: 1 day, 4:27:16, time: 0.583, data_time: 0.016, memory: 5232, top1_acc: 0.4148, top5_acc: 0.6687, loss_cls: 2.5830, loss: 2.5830, grad_norm: 4.5870 2020-07-27 14:41:17,338 - mmaction - INFO - Epoch [137][1160/3757] lr: 1.403e-02, eta: 1 day, 4:27:03, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4266, top5_acc: 0.6523, loss_cls: 2.6155, loss: 2.6155, grad_norm: 4.5500 2020-07-27 14:41:28,832 - mmaction - INFO - Epoch [137][1180/3757] lr: 1.403e-02, eta: 1 day, 4:26:51, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3984, top5_acc: 0.6250, loss_cls: 2.7891, loss: 2.7891, grad_norm: 4.5576 2020-07-27 14:41:40,208 - mmaction - INFO - Epoch [137][1200/3757] lr: 1.403e-02, eta: 1 day, 4:26:38, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3961, top5_acc: 0.6336, loss_cls: 2.7519, loss: 2.7519, grad_norm: 4.6955 2020-07-27 14:41:51,660 - mmaction - INFO - Epoch [137][1220/3757] lr: 1.403e-02, eta: 1 day, 4:26:25, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4172, top5_acc: 0.6461, loss_cls: 2.6834, loss: 2.6834, grad_norm: 4.4045 2020-07-27 14:42:03,107 - mmaction - INFO - Epoch [137][1240/3757] lr: 1.403e-02, eta: 1 day, 4:26:12, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3984, top5_acc: 0.6203, loss_cls: 2.7680, loss: 2.7680, grad_norm: 4.4115 2020-07-27 14:42:14,479 - mmaction - INFO - Epoch [137][1260/3757] lr: 1.403e-02, eta: 1 day, 4:25:59, time: 0.568, data_time: 0.001, memory: 5232, top1_acc: 0.3820, top5_acc: 0.6461, loss_cls: 2.7073, loss: 2.7073, grad_norm: 4.4210 2020-07-27 14:42:25,840 - mmaction - INFO - Epoch [137][1280/3757] lr: 1.403e-02, eta: 1 day, 4:25:46, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.4086, top5_acc: 0.6430, loss_cls: 2.6694, loss: 2.6694, grad_norm: 4.5904 2020-07-27 14:42:37,268 - mmaction - INFO - Epoch [137][1300/3757] lr: 1.403e-02, eta: 1 day, 4:25:33, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3930, top5_acc: 0.6367, loss_cls: 2.7381, loss: 2.7381, grad_norm: 4.6778 2020-07-27 14:42:48,703 - mmaction - INFO - Epoch [137][1320/3757] lr: 1.403e-02, eta: 1 day, 4:25:20, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3922, top5_acc: 0.6273, loss_cls: 2.7414, loss: 2.7414, grad_norm: 4.6187 2020-07-27 14:43:00,059 - mmaction - INFO - Epoch [137][1340/3757] lr: 1.403e-02, eta: 1 day, 4:25:07, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4422, top5_acc: 0.6711, loss_cls: 2.5438, loss: 2.5438, grad_norm: 4.4730 2020-07-27 14:43:11,551 - mmaction - INFO - Epoch [137][1360/3757] lr: 1.403e-02, eta: 1 day, 4:24:54, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3945, top5_acc: 0.6656, loss_cls: 2.6351, loss: 2.6351, grad_norm: 4.7390 2020-07-27 14:43:22,965 - mmaction - INFO - Epoch [137][1380/3757] lr: 1.403e-02, eta: 1 day, 4:24:41, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4172, top5_acc: 0.6570, loss_cls: 2.6432, loss: 2.6432, grad_norm: 4.5491 2020-07-27 14:43:34,450 - mmaction - INFO - Epoch [137][1400/3757] lr: 1.403e-02, eta: 1 day, 4:24:28, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3977, top5_acc: 0.6492, loss_cls: 2.7018, loss: 2.7018, grad_norm: 4.6700 2020-07-27 14:43:45,882 - mmaction - INFO - Epoch [137][1420/3757] lr: 1.403e-02, eta: 1 day, 4:24:15, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3828, top5_acc: 0.6242, loss_cls: 2.8139, loss: 2.8139, grad_norm: 4.6564 2020-07-27 14:43:57,263 - mmaction - INFO - Epoch [137][1440/3757] lr: 1.403e-02, eta: 1 day, 4:24:02, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4242, top5_acc: 0.6594, loss_cls: 2.5944, loss: 2.5944, grad_norm: 4.5189 2020-07-27 14:44:08,742 - mmaction - INFO - Epoch [137][1460/3757] lr: 1.403e-02, eta: 1 day, 4:23:49, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4102, top5_acc: 0.6438, loss_cls: 2.7133, loss: 2.7133, grad_norm: 4.6811 2020-07-27 14:44:20,178 - mmaction - INFO - Epoch [137][1480/3757] lr: 1.403e-02, eta: 1 day, 4:23:37, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3867, top5_acc: 0.6352, loss_cls: 2.7817, loss: 2.7817, grad_norm: 4.7828 2020-07-27 14:44:31,567 - mmaction - INFO - Epoch [137][1500/3757] lr: 1.403e-02, eta: 1 day, 4:23:24, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4273, top5_acc: 0.6484, loss_cls: 2.6629, loss: 2.6629, grad_norm: 4.4778 2020-07-27 14:44:43,071 - mmaction - INFO - Epoch [137][1520/3757] lr: 1.403e-02, eta: 1 day, 4:23:11, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3930, top5_acc: 0.6477, loss_cls: 2.7654, loss: 2.7654, grad_norm: 4.6598 2020-07-27 14:44:54,422 - mmaction - INFO - Epoch [137][1540/3757] lr: 1.403e-02, eta: 1 day, 4:22:58, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3961, top5_acc: 0.6492, loss_cls: 2.6665, loss: 2.6665, grad_norm: 4.5612 2020-07-27 14:45:05,920 - mmaction - INFO - Epoch [137][1560/3757] lr: 1.403e-02, eta: 1 day, 4:22:45, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.4227, top5_acc: 0.6586, loss_cls: 2.5739, loss: 2.5739, grad_norm: 4.4301 2020-07-27 14:45:17,414 - mmaction - INFO - Epoch [137][1580/3757] lr: 1.403e-02, eta: 1 day, 4:22:32, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.3805, top5_acc: 0.6219, loss_cls: 2.8092, loss: 2.8092, grad_norm: 4.6107 2020-07-27 14:45:28,750 - mmaction - INFO - Epoch [137][1600/3757] lr: 1.403e-02, eta: 1 day, 4:22:19, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4086, top5_acc: 0.6297, loss_cls: 2.7277, loss: 2.7277, grad_norm: 4.5850 2020-07-27 14:45:40,106 - mmaction - INFO - Epoch [137][1620/3757] lr: 1.403e-02, eta: 1 day, 4:22:06, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4125, top5_acc: 0.6703, loss_cls: 2.6106, loss: 2.6106, grad_norm: 4.5271 2020-07-27 14:45:51,540 - mmaction - INFO - Epoch [137][1640/3757] lr: 1.403e-02, eta: 1 day, 4:21:53, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3867, top5_acc: 0.6539, loss_cls: 2.6558, loss: 2.6558, grad_norm: 4.5732 2020-07-27 14:46:02,915 - mmaction - INFO - Epoch [137][1660/3757] lr: 1.403e-02, eta: 1 day, 4:21:40, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.4000, top5_acc: 0.6516, loss_cls: 2.6815, loss: 2.6815, grad_norm: 4.6224 2020-07-27 14:46:14,424 - mmaction - INFO - Epoch [137][1680/3757] lr: 1.403e-02, eta: 1 day, 4:21:27, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.4078, top5_acc: 0.6445, loss_cls: 2.6674, loss: 2.6674, grad_norm: 4.5120 2020-07-27 14:46:25,848 - mmaction - INFO - Epoch [137][1700/3757] lr: 1.403e-02, eta: 1 day, 4:21:14, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3859, top5_acc: 0.6383, loss_cls: 2.7818, loss: 2.7818, grad_norm: 4.6378 2020-07-27 14:46:37,237 - mmaction - INFO - Epoch [137][1720/3757] lr: 1.403e-02, eta: 1 day, 4:21:01, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4289, top5_acc: 0.6570, loss_cls: 2.6291, loss: 2.6291, grad_norm: 4.4053 2020-07-27 14:46:48,682 - mmaction - INFO - Epoch [137][1740/3757] lr: 1.403e-02, eta: 1 day, 4:20:48, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4156, top5_acc: 0.6703, loss_cls: 2.5961, loss: 2.5961, grad_norm: 4.4939 2020-07-27 14:47:00,070 - mmaction - INFO - Epoch [137][1760/3757] lr: 1.403e-02, eta: 1 day, 4:20:35, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4070, top5_acc: 0.6438, loss_cls: 2.6926, loss: 2.6926, grad_norm: 4.5048 2020-07-27 14:47:11,432 - mmaction - INFO - Epoch [137][1780/3757] lr: 1.403e-02, eta: 1 day, 4:20:23, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3914, top5_acc: 0.6320, loss_cls: 2.7748, loss: 2.7748, grad_norm: 4.6731 2020-07-27 14:47:22,721 - mmaction - INFO - Epoch [137][1800/3757] lr: 1.403e-02, eta: 1 day, 4:20:10, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.4219, top5_acc: 0.6570, loss_cls: 2.6278, loss: 2.6278, grad_norm: 4.5554 2020-07-27 14:47:34,152 - mmaction - INFO - Epoch [137][1820/3757] lr: 1.403e-02, eta: 1 day, 4:19:57, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3977, top5_acc: 0.6391, loss_cls: 2.7922, loss: 2.7922, grad_norm: 4.7436 2020-07-27 14:47:45,614 - mmaction - INFO - Epoch [137][1840/3757] lr: 1.403e-02, eta: 1 day, 4:19:44, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4031, top5_acc: 0.6461, loss_cls: 2.7333, loss: 2.7333, grad_norm: 4.6098 2020-07-27 14:47:56,944 - mmaction - INFO - Epoch [137][1860/3757] lr: 1.403e-02, eta: 1 day, 4:19:31, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4148, top5_acc: 0.6547, loss_cls: 2.6176, loss: 2.6176, grad_norm: 4.5220 2020-07-27 14:48:08,416 - mmaction - INFO - Epoch [137][1880/3757] lr: 1.403e-02, eta: 1 day, 4:19:18, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3914, top5_acc: 0.6312, loss_cls: 2.7385, loss: 2.7385, grad_norm: 4.5834 2020-07-27 14:48:20,031 - mmaction - INFO - Epoch [137][1900/3757] lr: 1.403e-02, eta: 1 day, 4:19:05, time: 0.581, data_time: 0.015, memory: 5232, top1_acc: 0.4336, top5_acc: 0.6672, loss_cls: 2.5778, loss: 2.5778, grad_norm: 4.5172 2020-07-27 14:48:31,403 - mmaction - INFO - Epoch [137][1920/3757] lr: 1.403e-02, eta: 1 day, 4:18:52, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4234, top5_acc: 0.6602, loss_cls: 2.6225, loss: 2.6225, grad_norm: 4.5832 2020-07-27 14:48:42,848 - mmaction - INFO - Epoch [137][1940/3757] lr: 1.403e-02, eta: 1 day, 4:18:39, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3867, top5_acc: 0.6258, loss_cls: 2.7478, loss: 2.7478, grad_norm: 4.6578 2020-07-27 14:48:54,320 - mmaction - INFO - Epoch [137][1960/3757] lr: 1.403e-02, eta: 1 day, 4:18:26, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3820, top5_acc: 0.6312, loss_cls: 2.7734, loss: 2.7734, grad_norm: 4.7991 2020-07-27 14:49:05,727 - mmaction - INFO - Epoch [137][1980/3757] lr: 1.403e-02, eta: 1 day, 4:18:13, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4141, top5_acc: 0.6398, loss_cls: 2.7046, loss: 2.7046, grad_norm: 4.6780 2020-07-27 14:49:17,034 - mmaction - INFO - Epoch [137][2000/3757] lr: 1.403e-02, eta: 1 day, 4:18:00, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3906, top5_acc: 0.6250, loss_cls: 2.7811, loss: 2.7811, grad_norm: 4.6360 2020-07-27 14:49:28,453 - mmaction - INFO - Epoch [137][2020/3757] lr: 1.403e-02, eta: 1 day, 4:17:47, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4164, top5_acc: 0.6500, loss_cls: 2.6850, loss: 2.6850, grad_norm: 4.5699 2020-07-27 14:49:39,980 - mmaction - INFO - Epoch [137][2040/3757] lr: 1.403e-02, eta: 1 day, 4:17:34, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3789, top5_acc: 0.6070, loss_cls: 2.8414, loss: 2.8414, grad_norm: 4.8028 2020-07-27 14:49:51,436 - mmaction - INFO - Epoch [137][2060/3757] lr: 1.403e-02, eta: 1 day, 4:17:22, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4000, top5_acc: 0.6320, loss_cls: 2.7422, loss: 2.7422, grad_norm: 4.6344 2020-07-27 14:50:03,022 - mmaction - INFO - Epoch [137][2080/3757] lr: 1.403e-02, eta: 1 day, 4:17:09, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.3734, top5_acc: 0.6188, loss_cls: 2.8400, loss: 2.8400, grad_norm: 4.6706 2020-07-27 14:50:14,384 - mmaction - INFO - Epoch [137][2100/3757] lr: 1.403e-02, eta: 1 day, 4:16:56, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.3797, top5_acc: 0.6422, loss_cls: 2.7202, loss: 2.7202, grad_norm: 4.4606 2020-07-27 14:50:25,978 - mmaction - INFO - Epoch [137][2120/3757] lr: 1.403e-02, eta: 1 day, 4:16:43, time: 0.580, data_time: 0.015, memory: 5232, top1_acc: 0.4133, top5_acc: 0.6414, loss_cls: 2.6715, loss: 2.6715, grad_norm: 4.4689 2020-07-27 14:50:37,356 - mmaction - INFO - Epoch [137][2140/3757] lr: 1.403e-02, eta: 1 day, 4:16:30, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3953, top5_acc: 0.6375, loss_cls: 2.7431, loss: 2.7431, grad_norm: 4.5750 2020-07-27 14:50:48,796 - mmaction - INFO - Epoch [137][2160/3757] lr: 1.403e-02, eta: 1 day, 4:16:17, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3844, top5_acc: 0.6430, loss_cls: 2.7674, loss: 2.7674, grad_norm: 4.5905 2020-07-27 14:51:00,157 - mmaction - INFO - Epoch [137][2180/3757] lr: 1.403e-02, eta: 1 day, 4:16:04, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4117, top5_acc: 0.6430, loss_cls: 2.6439, loss: 2.6439, grad_norm: 4.4758 2020-07-27 14:51:11,587 - mmaction - INFO - Epoch [137][2200/3757] lr: 1.403e-02, eta: 1 day, 4:15:51, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3906, top5_acc: 0.6367, loss_cls: 2.7274, loss: 2.7274, grad_norm: 4.5927 2020-07-27 14:51:23,001 - mmaction - INFO - Epoch [137][2220/3757] lr: 1.403e-02, eta: 1 day, 4:15:38, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4164, top5_acc: 0.6539, loss_cls: 2.6034, loss: 2.6034, grad_norm: 4.6013 2020-07-27 14:51:34,463 - mmaction - INFO - Epoch [137][2240/3757] lr: 1.403e-02, eta: 1 day, 4:15:25, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.4250, top5_acc: 0.6703, loss_cls: 2.5998, loss: 2.5998, grad_norm: 4.5916 2020-07-27 14:51:45,921 - mmaction - INFO - Epoch [137][2260/3757] lr: 1.403e-02, eta: 1 day, 4:15:12, time: 0.573, data_time: 0.009, memory: 5232, top1_acc: 0.4070, top5_acc: 0.6672, loss_cls: 2.6053, loss: 2.6053, grad_norm: 4.6450 2020-07-27 14:51:57,342 - mmaction - INFO - Epoch [137][2280/3757] lr: 1.403e-02, eta: 1 day, 4:14:59, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4016, top5_acc: 0.6500, loss_cls: 2.6891, loss: 2.6891, grad_norm: 4.5168 2020-07-27 14:52:08,735 - mmaction - INFO - Epoch [137][2300/3757] lr: 1.403e-02, eta: 1 day, 4:14:47, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3914, top5_acc: 0.6383, loss_cls: 2.7286, loss: 2.7286, grad_norm: 4.4696 2020-07-27 14:52:20,158 - mmaction - INFO - Epoch [137][2320/3757] lr: 1.403e-02, eta: 1 day, 4:14:34, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.4023, top5_acc: 0.6383, loss_cls: 2.6929, loss: 2.6929, grad_norm: 4.4392 2020-07-27 14:52:31,501 - mmaction - INFO - Epoch [137][2340/3757] lr: 1.403e-02, eta: 1 day, 4:14:21, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4211, top5_acc: 0.6609, loss_cls: 2.6256, loss: 2.6256, grad_norm: 4.5219 2020-07-27 14:52:42,969 - mmaction - INFO - Epoch [137][2360/3757] lr: 1.403e-02, eta: 1 day, 4:14:08, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3922, top5_acc: 0.6227, loss_cls: 2.7868, loss: 2.7868, grad_norm: 4.6886 2020-07-27 14:52:54,325 - mmaction - INFO - Epoch [137][2380/3757] lr: 1.403e-02, eta: 1 day, 4:13:55, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4320, top5_acc: 0.6656, loss_cls: 2.6048, loss: 2.6048, grad_norm: 4.5149 2020-07-27 14:53:05,707 - mmaction - INFO - Epoch [137][2400/3757] lr: 1.403e-02, eta: 1 day, 4:13:42, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3805, top5_acc: 0.6289, loss_cls: 2.8385, loss: 2.8385, grad_norm: 4.6797 2020-07-27 14:53:17,077 - mmaction - INFO - Epoch [137][2420/3757] lr: 1.403e-02, eta: 1 day, 4:13:29, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3867, top5_acc: 0.6328, loss_cls: 2.7602, loss: 2.7602, grad_norm: 4.6164 2020-07-27 14:53:28,555 - mmaction - INFO - Epoch [137][2440/3757] lr: 1.403e-02, eta: 1 day, 4:13:16, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3789, top5_acc: 0.6477, loss_cls: 2.7660, loss: 2.7660, grad_norm: 4.6857 2020-07-27 14:53:39,953 - mmaction - INFO - Epoch [137][2460/3757] lr: 1.403e-02, eta: 1 day, 4:13:03, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4180, top5_acc: 0.6711, loss_cls: 2.5430, loss: 2.5430, grad_norm: 4.3245 2020-07-27 14:53:51,263 - mmaction - INFO - Epoch [137][2480/3757] lr: 1.403e-02, eta: 1 day, 4:12:50, time: 0.565, data_time: 0.002, memory: 5232, top1_acc: 0.4031, top5_acc: 0.6602, loss_cls: 2.6870, loss: 2.6870, grad_norm: 4.4315 2020-07-27 14:54:02,594 - mmaction - INFO - Epoch [137][2500/3757] lr: 1.403e-02, eta: 1 day, 4:12:37, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3891, top5_acc: 0.6203, loss_cls: 2.7573, loss: 2.7573, grad_norm: 4.6560 2020-07-27 14:54:13,943 - mmaction - INFO - Epoch [137][2520/3757] lr: 1.403e-02, eta: 1 day, 4:12:24, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4102, top5_acc: 0.6531, loss_cls: 2.6585, loss: 2.6585, grad_norm: 4.5894 2020-07-27 14:54:25,271 - mmaction - INFO - Epoch [137][2540/3757] lr: 1.403e-02, eta: 1 day, 4:12:11, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3945, top5_acc: 0.6453, loss_cls: 2.7002, loss: 2.7002, grad_norm: 4.5980 2020-07-27 14:54:36,688 - mmaction - INFO - Epoch [137][2560/3757] lr: 1.403e-02, eta: 1 day, 4:11:58, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3930, top5_acc: 0.6367, loss_cls: 2.8032, loss: 2.8032, grad_norm: 4.7626 2020-07-27 14:54:48,257 - mmaction - INFO - Epoch [137][2580/3757] lr: 1.403e-02, eta: 1 day, 4:11:45, time: 0.578, data_time: 0.009, memory: 5232, top1_acc: 0.4008, top5_acc: 0.6602, loss_cls: 2.6531, loss: 2.6531, grad_norm: 4.6387 2020-07-27 14:54:59,740 - mmaction - INFO - Epoch [137][2600/3757] lr: 1.403e-02, eta: 1 day, 4:11:32, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4242, top5_acc: 0.6562, loss_cls: 2.6410, loss: 2.6410, grad_norm: 4.4783 2020-07-27 14:55:11,137 - mmaction - INFO - Epoch [137][2620/3757] lr: 1.403e-02, eta: 1 day, 4:11:20, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3930, top5_acc: 0.6445, loss_cls: 2.6925, loss: 2.6925, grad_norm: 4.5136 2020-07-27 14:55:22,558 - mmaction - INFO - Epoch [137][2640/3757] lr: 1.403e-02, eta: 1 day, 4:11:07, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4234, top5_acc: 0.6664, loss_cls: 2.5889, loss: 2.5889, grad_norm: 4.6127 2020-07-27 14:55:33,935 - mmaction - INFO - Epoch [137][2660/3757] lr: 1.403e-02, eta: 1 day, 4:10:54, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3977, top5_acc: 0.6422, loss_cls: 2.7227, loss: 2.7227, grad_norm: 4.6362 2020-07-27 14:55:45,332 - mmaction - INFO - Epoch [137][2680/3757] lr: 1.403e-02, eta: 1 day, 4:10:41, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3922, top5_acc: 0.6477, loss_cls: 2.6789, loss: 2.6789, grad_norm: 4.5728 2020-07-27 14:55:56,670 - mmaction - INFO - Epoch [137][2700/3757] lr: 1.403e-02, eta: 1 day, 4:10:28, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.4281, top5_acc: 0.6516, loss_cls: 2.6325, loss: 2.6325, grad_norm: 4.5589 2020-07-27 14:56:08,140 - mmaction - INFO - Epoch [137][2720/3757] lr: 1.403e-02, eta: 1 day, 4:10:15, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4031, top5_acc: 0.6680, loss_cls: 2.6601, loss: 2.6601, grad_norm: 4.6344 2020-07-27 14:56:19,496 - mmaction - INFO - Epoch [137][2740/3757] lr: 1.403e-02, eta: 1 day, 4:10:02, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3945, top5_acc: 0.6438, loss_cls: 2.7557, loss: 2.7557, grad_norm: 4.6715 2020-07-27 14:56:30,984 - mmaction - INFO - Epoch [137][2760/3757] lr: 1.403e-02, eta: 1 day, 4:09:49, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3961, top5_acc: 0.6555, loss_cls: 2.6983, loss: 2.6983, grad_norm: 4.7046 2020-07-27 14:56:42,422 - mmaction - INFO - Epoch [137][2780/3757] lr: 1.403e-02, eta: 1 day, 4:09:36, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3852, top5_acc: 0.6359, loss_cls: 2.7628, loss: 2.7628, grad_norm: 4.7711 2020-07-27 14:56:53,921 - mmaction - INFO - Epoch [137][2800/3757] lr: 1.403e-02, eta: 1 day, 4:09:23, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4156, top5_acc: 0.6625, loss_cls: 2.5825, loss: 2.5825, grad_norm: 4.6260 2020-07-27 14:57:05,325 - mmaction - INFO - Epoch [137][2820/3757] lr: 1.403e-02, eta: 1 day, 4:09:10, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3992, top5_acc: 0.6359, loss_cls: 2.7497, loss: 2.7497, grad_norm: 4.6923 2020-07-27 14:57:16,740 - mmaction - INFO - Epoch [137][2840/3757] lr: 1.403e-02, eta: 1 day, 4:08:57, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3797, top5_acc: 0.6148, loss_cls: 2.8120, loss: 2.8120, grad_norm: 4.8558 2020-07-27 14:57:28,203 - mmaction - INFO - Epoch [137][2860/3757] lr: 1.403e-02, eta: 1 day, 4:08:44, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3805, top5_acc: 0.6469, loss_cls: 2.8011, loss: 2.8011, grad_norm: 4.6828 2020-07-27 14:57:39,546 - mmaction - INFO - Epoch [137][2880/3757] lr: 1.403e-02, eta: 1 day, 4:08:32, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4086, top5_acc: 0.6555, loss_cls: 2.6403, loss: 2.6403, grad_norm: 4.5454 2020-07-27 14:57:51,066 - mmaction - INFO - Epoch [137][2900/3757] lr: 1.403e-02, eta: 1 day, 4:08:19, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3844, top5_acc: 0.6305, loss_cls: 2.7931, loss: 2.7931, grad_norm: 4.7746 2020-07-27 14:58:02,495 - mmaction - INFO - Epoch [137][2920/3757] lr: 1.403e-02, eta: 1 day, 4:08:06, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.3937, top5_acc: 0.6359, loss_cls: 2.7895, loss: 2.7895, grad_norm: 4.6399 2020-07-27 14:58:13,971 - mmaction - INFO - Epoch [137][2940/3757] lr: 1.403e-02, eta: 1 day, 4:07:53, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4141, top5_acc: 0.6531, loss_cls: 2.6779, loss: 2.6779, grad_norm: 4.6073 2020-07-27 14:58:25,387 - mmaction - INFO - Epoch [137][2960/3757] lr: 1.403e-02, eta: 1 day, 4:07:40, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3937, top5_acc: 0.6445, loss_cls: 2.7232, loss: 2.7232, grad_norm: 4.5691 2020-07-27 14:58:37,221 - mmaction - INFO - Epoch [137][2980/3757] lr: 1.403e-02, eta: 1 day, 4:07:27, time: 0.592, data_time: 0.025, memory: 5232, top1_acc: 0.3641, top5_acc: 0.6164, loss_cls: 2.8520, loss: 2.8520, grad_norm: 4.6847 2020-07-27 14:58:48,981 - mmaction - INFO - Epoch [137][3000/3757] lr: 1.403e-02, eta: 1 day, 4:07:14, time: 0.588, data_time: 0.026, memory: 5232, top1_acc: 0.4078, top5_acc: 0.6273, loss_cls: 2.7451, loss: 2.7451, grad_norm: 4.3144 2020-07-27 14:59:00,756 - mmaction - INFO - Epoch [137][3020/3757] lr: 1.403e-02, eta: 1 day, 4:07:02, time: 0.589, data_time: 0.014, memory: 5232, top1_acc: 0.4086, top5_acc: 0.6414, loss_cls: 2.6952, loss: 2.6952, grad_norm: 4.4270 2020-07-27 14:59:12,522 - mmaction - INFO - Epoch [137][3040/3757] lr: 1.403e-02, eta: 1 day, 4:06:49, time: 0.588, data_time: 0.025, memory: 5232, top1_acc: 0.4023, top5_acc: 0.6508, loss_cls: 2.7108, loss: 2.7108, grad_norm: 4.4600 2020-07-27 14:59:23,916 - mmaction - INFO - Epoch [137][3060/3757] lr: 1.403e-02, eta: 1 day, 4:06:36, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.4313, top5_acc: 0.6719, loss_cls: 2.5300, loss: 2.5300, grad_norm: 4.3340 2020-07-27 14:59:35,354 - mmaction - INFO - Epoch [137][3080/3757] lr: 1.403e-02, eta: 1 day, 4:06:23, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3945, top5_acc: 0.6508, loss_cls: 2.6949, loss: 2.6949, grad_norm: 4.5525 2020-07-27 14:59:46,721 - mmaction - INFO - Epoch [137][3100/3757] lr: 1.403e-02, eta: 1 day, 4:06:10, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3883, top5_acc: 0.6617, loss_cls: 2.6744, loss: 2.6744, grad_norm: 4.7168 2020-07-27 14:59:58,088 - mmaction - INFO - Epoch [137][3120/3757] lr: 1.403e-02, eta: 1 day, 4:05:57, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3859, top5_acc: 0.6211, loss_cls: 2.8011, loss: 2.8011, grad_norm: 4.6611 2020-07-27 15:00:15,964 - mmaction - INFO - Epoch [137][3140/3757] lr: 1.403e-02, eta: 1 day, 4:05:47, time: 0.887, data_time: 0.006, memory: 5232, top1_acc: 0.3789, top5_acc: 0.6289, loss_cls: 2.7885, loss: 2.7885, grad_norm: 4.5437 2020-07-27 15:00:27,740 - mmaction - INFO - Epoch [137][3160/3757] lr: 1.403e-02, eta: 1 day, 4:05:34, time: 0.595, data_time: 0.026, memory: 5232, top1_acc: 0.4031, top5_acc: 0.6398, loss_cls: 2.6921, loss: 2.6921, grad_norm: 4.4773 2020-07-27 15:00:39,295 - mmaction - INFO - Epoch [137][3180/3757] lr: 1.403e-02, eta: 1 day, 4:05:21, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3797, top5_acc: 0.6367, loss_cls: 2.8019, loss: 2.8019, grad_norm: 4.4573 2020-07-27 15:00:50,839 - mmaction - INFO - Epoch [137][3200/3757] lr: 1.403e-02, eta: 1 day, 4:05:08, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.4062, top5_acc: 0.6484, loss_cls: 2.6658, loss: 2.6658, grad_norm: 4.4724 2020-07-27 15:01:02,281 - mmaction - INFO - Epoch [137][3220/3757] lr: 1.403e-02, eta: 1 day, 4:04:55, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.4133, top5_acc: 0.6594, loss_cls: 2.6725, loss: 2.6725, grad_norm: 4.4971 2020-07-27 15:01:13,698 - mmaction - INFO - Epoch [137][3240/3757] lr: 1.403e-02, eta: 1 day, 4:04:43, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.4008, top5_acc: 0.6500, loss_cls: 2.6567, loss: 2.6567, grad_norm: 4.5381 2020-07-27 15:01:25,269 - mmaction - INFO - Epoch [137][3260/3757] lr: 1.403e-02, eta: 1 day, 4:04:30, time: 0.579, data_time: 0.009, memory: 5232, top1_acc: 0.4156, top5_acc: 0.6656, loss_cls: 2.6494, loss: 2.6494, grad_norm: 4.6670 2020-07-27 15:01:36,768 - mmaction - INFO - Epoch [137][3280/3757] lr: 1.403e-02, eta: 1 day, 4:04:17, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4094, top5_acc: 0.6539, loss_cls: 2.6223, loss: 2.6223, grad_norm: 4.5661 2020-07-27 15:01:48,191 - mmaction - INFO - Epoch [137][3300/3757] lr: 1.403e-02, eta: 1 day, 4:04:04, time: 0.571, data_time: 0.001, memory: 5232, top1_acc: 0.4031, top5_acc: 0.6641, loss_cls: 2.6460, loss: 2.6460, grad_norm: 4.5528 2020-07-27 15:01:59,642 - mmaction - INFO - Epoch [137][3320/3757] lr: 1.403e-02, eta: 1 day, 4:03:51, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4164, top5_acc: 0.6586, loss_cls: 2.6367, loss: 2.6367, grad_norm: 4.6565 2020-07-27 15:02:11,159 - mmaction - INFO - Epoch [137][3340/3757] lr: 1.403e-02, eta: 1 day, 4:03:38, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4133, top5_acc: 0.6648, loss_cls: 2.6356, loss: 2.6356, grad_norm: 4.5906 2020-07-27 15:02:22,707 - mmaction - INFO - Epoch [137][3360/3757] lr: 1.403e-02, eta: 1 day, 4:03:25, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3844, top5_acc: 0.6242, loss_cls: 2.7483, loss: 2.7483, grad_norm: 4.5603 2020-07-27 15:02:34,227 - mmaction - INFO - Epoch [137][3380/3757] lr: 1.403e-02, eta: 1 day, 4:03:12, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3953, top5_acc: 0.6383, loss_cls: 2.7635, loss: 2.7635, grad_norm: 4.5266 2020-07-27 15:02:45,810 - mmaction - INFO - Epoch [137][3400/3757] lr: 1.403e-02, eta: 1 day, 4:03:00, time: 0.580, data_time: 0.003, memory: 5232, top1_acc: 0.3914, top5_acc: 0.6258, loss_cls: 2.8028, loss: 2.8028, grad_norm: 4.5872 2020-07-27 15:02:57,349 - mmaction - INFO - Epoch [137][3420/3757] lr: 1.403e-02, eta: 1 day, 4:02:47, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.4203, top5_acc: 0.6625, loss_cls: 2.6586, loss: 2.6586, grad_norm: 4.4601 2020-07-27 15:03:08,945 - mmaction - INFO - Epoch [137][3440/3757] lr: 1.403e-02, eta: 1 day, 4:02:34, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.3734, top5_acc: 0.6352, loss_cls: 2.8002, loss: 2.8002, grad_norm: 4.6850 2020-07-27 15:03:20,489 - mmaction - INFO - Epoch [137][3460/3757] lr: 1.403e-02, eta: 1 day, 4:02:21, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.4148, top5_acc: 0.6594, loss_cls: 2.6303, loss: 2.6303, grad_norm: 4.5206 2020-07-27 15:03:32,069 - mmaction - INFO - Epoch [137][3480/3757] lr: 1.403e-02, eta: 1 day, 4:02:08, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.4109, top5_acc: 0.6633, loss_cls: 2.6113, loss: 2.6113, grad_norm: 4.5828 2020-07-27 15:03:43,766 - mmaction - INFO - Epoch [137][3500/3757] lr: 1.403e-02, eta: 1 day, 4:01:55, time: 0.586, data_time: 0.015, memory: 5232, top1_acc: 0.3867, top5_acc: 0.6148, loss_cls: 2.7704, loss: 2.7704, grad_norm: 4.5321 2020-07-27 15:03:55,282 - mmaction - INFO - Epoch [137][3520/3757] lr: 1.403e-02, eta: 1 day, 4:01:42, time: 0.575, data_time: 0.002, memory: 5232, top1_acc: 0.4016, top5_acc: 0.6391, loss_cls: 2.7453, loss: 2.7453, grad_norm: 4.6245 2020-07-27 15:04:06,667 - mmaction - INFO - Epoch [137][3540/3757] lr: 1.403e-02, eta: 1 day, 4:01:29, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3852, top5_acc: 0.6344, loss_cls: 2.8308, loss: 2.8308, grad_norm: 4.5356 2020-07-27 15:04:18,171 - mmaction - INFO - Epoch [137][3560/3757] lr: 1.403e-02, eta: 1 day, 4:01:17, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4094, top5_acc: 0.6414, loss_cls: 2.6949, loss: 2.6949, grad_norm: 4.3900 2020-07-27 15:04:29,552 - mmaction - INFO - Epoch [137][3580/3757] lr: 1.403e-02, eta: 1 day, 4:01:04, time: 0.570, data_time: 0.005, memory: 5232, top1_acc: 0.3875, top5_acc: 0.6305, loss_cls: 2.7436, loss: 2.7436, grad_norm: 4.4372 2020-07-27 15:04:41,044 - mmaction - INFO - Epoch [137][3600/3757] lr: 1.403e-02, eta: 1 day, 4:00:51, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.4148, top5_acc: 0.6508, loss_cls: 2.6257, loss: 2.6257, grad_norm: 4.4847 2020-07-27 15:04:52,442 - mmaction - INFO - Epoch [137][3620/3757] lr: 1.403e-02, eta: 1 day, 4:00:38, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.3961, top5_acc: 0.6445, loss_cls: 2.7218, loss: 2.7218, grad_norm: 4.6281 2020-07-27 15:05:03,943 - mmaction - INFO - Epoch [137][3640/3757] lr: 1.403e-02, eta: 1 day, 4:00:25, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4141, top5_acc: 0.6602, loss_cls: 2.6472, loss: 2.6472, grad_norm: 4.5079 2020-07-27 15:05:15,471 - mmaction - INFO - Epoch [137][3660/3757] lr: 1.403e-02, eta: 1 day, 4:00:12, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3812, top5_acc: 0.6406, loss_cls: 2.7441, loss: 2.7441, grad_norm: 4.6241 2020-07-27 15:05:26,875 - mmaction - INFO - Epoch [137][3680/3757] lr: 1.403e-02, eta: 1 day, 3:59:59, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4133, top5_acc: 0.6406, loss_cls: 2.7029, loss: 2.7029, grad_norm: 4.5474 2020-07-27 15:05:38,377 - mmaction - INFO - Epoch [137][3700/3757] lr: 1.403e-02, eta: 1 day, 3:59:46, time: 0.575, data_time: 0.002, memory: 5232, top1_acc: 0.4062, top5_acc: 0.6391, loss_cls: 2.6875, loss: 2.6875, grad_norm: 4.5917 2020-07-27 15:05:49,862 - mmaction - INFO - Epoch [137][3720/3757] lr: 1.403e-02, eta: 1 day, 3:59:33, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.3898, top5_acc: 0.6219, loss_cls: 2.8466, loss: 2.8466, grad_norm: 4.7066 2020-07-27 15:06:01,440 - mmaction - INFO - Epoch [137][3740/3757] lr: 1.403e-02, eta: 1 day, 3:59:21, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.3859, top5_acc: 0.6266, loss_cls: 2.8194, loss: 2.8194, grad_norm: 4.7328 2020-07-27 15:09:41,623 - mmaction - INFO - Epoch [138][20/3757] lr: 1.343e-02, eta: 1 day, 4:00:12, time: 9.997, data_time: 9.310, memory: 5232, top1_acc: 0.4258, top5_acc: 0.6492, loss_cls: 2.6463, loss: 2.6463, grad_norm: 4.6308 2020-07-27 15:09:52,942 - mmaction - INFO - Epoch [138][40/3757] lr: 1.343e-02, eta: 1 day, 3:59:59, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3937, top5_acc: 0.6422, loss_cls: 2.6293, loss: 2.6293, grad_norm: 4.5175 2020-07-27 15:10:04,272 - mmaction - INFO - Epoch [138][60/3757] lr: 1.343e-02, eta: 1 day, 3:59:46, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3883, top5_acc: 0.6297, loss_cls: 2.7075, loss: 2.7075, grad_norm: 4.4345 2020-07-27 15:10:15,586 - mmaction - INFO - Epoch [138][80/3757] lr: 1.343e-02, eta: 1 day, 3:59:33, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.4078, top5_acc: 0.6391, loss_cls: 2.6963, loss: 2.6963, grad_norm: 4.6646 2020-07-27 15:10:26,915 - mmaction - INFO - Epoch [138][100/3757] lr: 1.343e-02, eta: 1 day, 3:59:20, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3961, top5_acc: 0.6352, loss_cls: 2.7116, loss: 2.7116, grad_norm: 4.5165 2020-07-27 15:10:38,326 - mmaction - INFO - Epoch [138][120/3757] lr: 1.343e-02, eta: 1 day, 3:59:07, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4211, top5_acc: 0.6672, loss_cls: 2.6280, loss: 2.6280, grad_norm: 4.5686 2020-07-27 15:10:49,866 - mmaction - INFO - Epoch [138][140/3757] lr: 1.343e-02, eta: 1 day, 3:58:54, time: 0.577, data_time: 0.007, memory: 5232, top1_acc: 0.3945, top5_acc: 0.6398, loss_cls: 2.7364, loss: 2.7364, grad_norm: 4.4442 2020-07-27 15:11:01,087 - mmaction - INFO - Epoch [138][160/3757] lr: 1.343e-02, eta: 1 day, 3:58:41, time: 0.561, data_time: 0.001, memory: 5232, top1_acc: 0.4016, top5_acc: 0.6516, loss_cls: 2.6614, loss: 2.6614, grad_norm: 4.5846 2020-07-27 15:11:12,451 - mmaction - INFO - Epoch [138][180/3757] lr: 1.343e-02, eta: 1 day, 3:58:28, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.4117, top5_acc: 0.6484, loss_cls: 2.6782, loss: 2.6782, grad_norm: 4.4875 2020-07-27 15:11:23,779 - mmaction - INFO - Epoch [138][200/3757] lr: 1.343e-02, eta: 1 day, 3:58:15, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3820, top5_acc: 0.6336, loss_cls: 2.7565, loss: 2.7565, grad_norm: 4.5761 2020-07-27 15:11:35,221 - mmaction - INFO - Epoch [138][220/3757] lr: 1.343e-02, eta: 1 day, 3:58:02, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4094, top5_acc: 0.6578, loss_cls: 2.5906, loss: 2.5906, grad_norm: 4.4537 2020-07-27 15:11:46,608 - mmaction - INFO - Epoch [138][240/3757] lr: 1.343e-02, eta: 1 day, 3:57:50, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4039, top5_acc: 0.6508, loss_cls: 2.6801, loss: 2.6801, grad_norm: 4.4909 2020-07-27 15:11:57,891 - mmaction - INFO - Epoch [138][260/3757] lr: 1.343e-02, eta: 1 day, 3:57:37, time: 0.564, data_time: 0.001, memory: 5232, top1_acc: 0.4016, top5_acc: 0.6445, loss_cls: 2.6856, loss: 2.6856, grad_norm: 4.5475 2020-07-27 15:12:09,251 - mmaction - INFO - Epoch [138][280/3757] lr: 1.343e-02, eta: 1 day, 3:57:24, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.3883, top5_acc: 0.6227, loss_cls: 2.7970, loss: 2.7970, grad_norm: 4.6180 2020-07-27 15:12:20,656 - mmaction - INFO - Epoch [138][300/3757] lr: 1.343e-02, eta: 1 day, 3:57:11, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4273, top5_acc: 0.6711, loss_cls: 2.6156, loss: 2.6156, grad_norm: 4.5426 2020-07-27 15:12:32,095 - mmaction - INFO - Epoch [138][320/3757] lr: 1.343e-02, eta: 1 day, 3:56:58, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4055, top5_acc: 0.6547, loss_cls: 2.6394, loss: 2.6394, grad_norm: 4.6957 2020-07-27 15:12:43,612 - mmaction - INFO - Epoch [138][340/3757] lr: 1.343e-02, eta: 1 day, 3:56:45, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4258, top5_acc: 0.6820, loss_cls: 2.5039, loss: 2.5039, grad_norm: 4.5744 2020-07-27 15:12:54,999 - mmaction - INFO - Epoch [138][360/3757] lr: 1.343e-02, eta: 1 day, 3:56:32, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.4195, top5_acc: 0.6375, loss_cls: 2.6821, loss: 2.6821, grad_norm: 4.6530 2020-07-27 15:13:06,356 - mmaction - INFO - Epoch [138][380/3757] lr: 1.343e-02, eta: 1 day, 3:56:19, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.3937, top5_acc: 0.6352, loss_cls: 2.7047, loss: 2.7047, grad_norm: 4.7720 2020-07-27 15:13:17,700 - mmaction - INFO - Epoch [138][400/3757] lr: 1.343e-02, eta: 1 day, 3:56:06, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4328, top5_acc: 0.6773, loss_cls: 2.5877, loss: 2.5877, grad_norm: 4.7134 2020-07-27 15:13:29,124 - mmaction - INFO - Epoch [138][420/3757] lr: 1.343e-02, eta: 1 day, 3:55:53, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3891, top5_acc: 0.6461, loss_cls: 2.7232, loss: 2.7232, grad_norm: 4.6718 2020-07-27 15:13:40,568 - mmaction - INFO - Epoch [138][440/3757] lr: 1.343e-02, eta: 1 day, 3:55:40, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4000, top5_acc: 0.6398, loss_cls: 2.6943, loss: 2.6943, grad_norm: 4.5791 2020-07-27 15:13:52,020 - mmaction - INFO - Epoch [138][460/3757] lr: 1.343e-02, eta: 1 day, 3:55:27, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.4375, top5_acc: 0.6719, loss_cls: 2.5246, loss: 2.5246, grad_norm: 4.5375 2020-07-27 15:14:03,514 - mmaction - INFO - Epoch [138][480/3757] lr: 1.343e-02, eta: 1 day, 3:55:14, time: 0.575, data_time: 0.002, memory: 5232, top1_acc: 0.4047, top5_acc: 0.6594, loss_cls: 2.6371, loss: 2.6371, grad_norm: 4.6978 2020-07-27 15:14:14,899 - mmaction - INFO - Epoch [138][500/3757] lr: 1.343e-02, eta: 1 day, 3:55:01, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4313, top5_acc: 0.6477, loss_cls: 2.6156, loss: 2.6156, grad_norm: 4.5773 2020-07-27 15:14:26,361 - mmaction - INFO - Epoch [138][520/3757] lr: 1.343e-02, eta: 1 day, 3:54:49, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4117, top5_acc: 0.6445, loss_cls: 2.6564, loss: 2.6564, grad_norm: 4.5464 2020-07-27 15:14:37,740 - mmaction - INFO - Epoch [138][540/3757] lr: 1.343e-02, eta: 1 day, 3:54:36, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.4133, top5_acc: 0.6750, loss_cls: 2.6268, loss: 2.6268, grad_norm: 4.6332 2020-07-27 15:14:49,621 - mmaction - INFO - Epoch [138][560/3757] lr: 1.343e-02, eta: 1 day, 3:54:23, time: 0.594, data_time: 0.026, memory: 5232, top1_acc: 0.4102, top5_acc: 0.6461, loss_cls: 2.6831, loss: 2.6831, grad_norm: 4.6767 2020-07-27 15:15:01,095 - mmaction - INFO - Epoch [138][580/3757] lr: 1.343e-02, eta: 1 day, 3:54:10, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.4055, top5_acc: 0.6500, loss_cls: 2.6184, loss: 2.6184, grad_norm: 4.6947 2020-07-27 15:15:12,452 - mmaction - INFO - Epoch [138][600/3757] lr: 1.343e-02, eta: 1 day, 3:53:57, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4055, top5_acc: 0.6555, loss_cls: 2.6536, loss: 2.6536, grad_norm: 4.5995 2020-07-27 15:15:23,811 - mmaction - INFO - Epoch [138][620/3757] lr: 1.343e-02, eta: 1 day, 3:53:44, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4156, top5_acc: 0.6656, loss_cls: 2.5694, loss: 2.5694, grad_norm: 4.5470 2020-07-27 15:15:35,234 - mmaction - INFO - Epoch [138][640/3757] lr: 1.343e-02, eta: 1 day, 3:53:31, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4133, top5_acc: 0.6570, loss_cls: 2.6999, loss: 2.6999, grad_norm: 4.5554 2020-07-27 15:15:46,738 - mmaction - INFO - Epoch [138][660/3757] lr: 1.343e-02, eta: 1 day, 3:53:18, time: 0.575, data_time: 0.002, memory: 5232, top1_acc: 0.4031, top5_acc: 0.6477, loss_cls: 2.6631, loss: 2.6631, grad_norm: 4.5296 2020-07-27 15:15:58,083 - mmaction - INFO - Epoch [138][680/3757] lr: 1.343e-02, eta: 1 day, 3:53:05, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3977, top5_acc: 0.6328, loss_cls: 2.7715, loss: 2.7715, grad_norm: 4.6861 2020-07-27 15:16:09,587 - mmaction - INFO - Epoch [138][700/3757] lr: 1.343e-02, eta: 1 day, 3:52:52, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.4141, top5_acc: 0.6508, loss_cls: 2.6414, loss: 2.6414, grad_norm: 4.7130 2020-07-27 15:16:21,071 - mmaction - INFO - Epoch [138][720/3757] lr: 1.343e-02, eta: 1 day, 3:52:39, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4078, top5_acc: 0.6594, loss_cls: 2.6194, loss: 2.6194, grad_norm: 4.6367 2020-07-27 15:16:32,701 - mmaction - INFO - Epoch [138][740/3757] lr: 1.343e-02, eta: 1 day, 3:52:27, time: 0.582, data_time: 0.013, memory: 5232, top1_acc: 0.4117, top5_acc: 0.6508, loss_cls: 2.6731, loss: 2.6731, grad_norm: 4.5741 2020-07-27 15:16:44,113 - mmaction - INFO - Epoch [138][760/3757] lr: 1.343e-02, eta: 1 day, 3:52:14, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.4266, top5_acc: 0.6617, loss_cls: 2.6062, loss: 2.6062, grad_norm: 4.6615 2020-07-27 15:16:55,411 - mmaction - INFO - Epoch [138][780/3757] lr: 1.343e-02, eta: 1 day, 3:52:01, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4117, top5_acc: 0.6578, loss_cls: 2.6663, loss: 2.6663, grad_norm: 4.6091 2020-07-27 15:17:06,811 - mmaction - INFO - Epoch [138][800/3757] lr: 1.343e-02, eta: 1 day, 3:51:48, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4266, top5_acc: 0.6562, loss_cls: 2.6126, loss: 2.6126, grad_norm: 4.6304 2020-07-27 15:17:18,223 - mmaction - INFO - Epoch [138][820/3757] lr: 1.343e-02, eta: 1 day, 3:51:35, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3961, top5_acc: 0.6281, loss_cls: 2.7742, loss: 2.7742, grad_norm: 4.5990 2020-07-27 15:17:29,711 - mmaction - INFO - Epoch [138][840/3757] lr: 1.343e-02, eta: 1 day, 3:51:22, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4070, top5_acc: 0.6539, loss_cls: 2.6756, loss: 2.6756, grad_norm: 4.4893 2020-07-27 15:17:41,084 - mmaction - INFO - Epoch [138][860/3757] lr: 1.343e-02, eta: 1 day, 3:51:09, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.3977, top5_acc: 0.6508, loss_cls: 2.7191, loss: 2.7191, grad_norm: 4.6509 2020-07-27 15:17:52,565 - mmaction - INFO - Epoch [138][880/3757] lr: 1.343e-02, eta: 1 day, 3:50:56, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.4219, top5_acc: 0.6719, loss_cls: 2.5657, loss: 2.5657, grad_norm: 4.4196 2020-07-27 15:18:04,014 - mmaction - INFO - Epoch [138][900/3757] lr: 1.343e-02, eta: 1 day, 3:50:43, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4344, top5_acc: 0.6680, loss_cls: 2.5691, loss: 2.5691, grad_norm: 4.4407 2020-07-27 15:18:15,420 - mmaction - INFO - Epoch [138][920/3757] lr: 1.343e-02, eta: 1 day, 3:50:30, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3945, top5_acc: 0.6516, loss_cls: 2.6462, loss: 2.6462, grad_norm: 4.6428 2020-07-27 15:18:26,896 - mmaction - INFO - Epoch [138][940/3757] lr: 1.343e-02, eta: 1 day, 3:50:17, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4195, top5_acc: 0.6398, loss_cls: 2.6914, loss: 2.6914, grad_norm: 4.4842 2020-07-27 15:18:38,285 - mmaction - INFO - Epoch [138][960/3757] lr: 1.343e-02, eta: 1 day, 3:50:04, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4313, top5_acc: 0.6672, loss_cls: 2.5620, loss: 2.5620, grad_norm: 4.4956 2020-07-27 15:18:49,665 - mmaction - INFO - Epoch [138][980/3757] lr: 1.343e-02, eta: 1 day, 3:49:52, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.4047, top5_acc: 0.6609, loss_cls: 2.6709, loss: 2.6709, grad_norm: 4.5838 2020-07-27 15:19:01,105 - mmaction - INFO - Epoch [138][1000/3757] lr: 1.343e-02, eta: 1 day, 3:49:39, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4203, top5_acc: 0.6641, loss_cls: 2.5804, loss: 2.5804, grad_norm: 4.5481 2020-07-27 15:19:12,553 - mmaction - INFO - Epoch [138][1020/3757] lr: 1.343e-02, eta: 1 day, 3:49:26, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3937, top5_acc: 0.6328, loss_cls: 2.7768, loss: 2.7768, grad_norm: 4.7224 2020-07-27 15:19:23,963 - mmaction - INFO - Epoch [138][1040/3757] lr: 1.343e-02, eta: 1 day, 3:49:13, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.4344, top5_acc: 0.6586, loss_cls: 2.6167, loss: 2.6167, grad_norm: 4.6102 2020-07-27 15:19:35,467 - mmaction - INFO - Epoch [138][1060/3757] lr: 1.343e-02, eta: 1 day, 3:49:00, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4086, top5_acc: 0.6422, loss_cls: 2.7529, loss: 2.7529, grad_norm: 4.7383 2020-07-27 15:19:46,981 - mmaction - INFO - Epoch [138][1080/3757] lr: 1.343e-02, eta: 1 day, 3:48:47, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4016, top5_acc: 0.6523, loss_cls: 2.6921, loss: 2.6921, grad_norm: 4.6312 2020-07-27 15:19:58,290 - mmaction - INFO - Epoch [138][1100/3757] lr: 1.343e-02, eta: 1 day, 3:48:34, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.4250, top5_acc: 0.6547, loss_cls: 2.6282, loss: 2.6282, grad_norm: 4.5113 2020-07-27 15:20:09,667 - mmaction - INFO - Epoch [138][1120/3757] lr: 1.343e-02, eta: 1 day, 3:48:21, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4172, top5_acc: 0.6453, loss_cls: 2.6505, loss: 2.6505, grad_norm: 4.5850 2020-07-27 15:20:20,959 - mmaction - INFO - Epoch [138][1140/3757] lr: 1.343e-02, eta: 1 day, 3:48:08, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.4102, top5_acc: 0.6422, loss_cls: 2.6814, loss: 2.6814, grad_norm: 4.5808 2020-07-27 15:20:32,151 - mmaction - INFO - Epoch [138][1160/3757] lr: 1.343e-02, eta: 1 day, 3:47:55, time: 0.560, data_time: 0.002, memory: 5232, top1_acc: 0.4109, top5_acc: 0.6445, loss_cls: 2.7079, loss: 2.7079, grad_norm: 4.6145 2020-07-27 15:20:43,357 - mmaction - INFO - Epoch [138][1180/3757] lr: 1.343e-02, eta: 1 day, 3:47:42, time: 0.561, data_time: 0.002, memory: 5232, top1_acc: 0.4297, top5_acc: 0.6500, loss_cls: 2.6031, loss: 2.6031, grad_norm: 4.5234 2020-07-27 15:20:54,604 - mmaction - INFO - Epoch [138][1200/3757] lr: 1.343e-02, eta: 1 day, 3:47:29, time: 0.562, data_time: 0.003, memory: 5232, top1_acc: 0.4008, top5_acc: 0.6617, loss_cls: 2.6257, loss: 2.6257, grad_norm: 4.6356 2020-07-27 15:21:06,009 - mmaction - INFO - Epoch [138][1220/3757] lr: 1.343e-02, eta: 1 day, 3:47:16, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3844, top5_acc: 0.6359, loss_cls: 2.7556, loss: 2.7556, grad_norm: 4.7023 2020-07-27 15:21:17,072 - mmaction - INFO - Epoch [138][1240/3757] lr: 1.343e-02, eta: 1 day, 3:47:03, time: 0.553, data_time: 0.001, memory: 5232, top1_acc: 0.4117, top5_acc: 0.6453, loss_cls: 2.6977, loss: 2.6977, grad_norm: 4.5530 2020-07-27 15:21:28,315 - mmaction - INFO - Epoch [138][1260/3757] lr: 1.343e-02, eta: 1 day, 3:46:50, time: 0.562, data_time: 0.003, memory: 5232, top1_acc: 0.3891, top5_acc: 0.6273, loss_cls: 2.7751, loss: 2.7751, grad_norm: 4.5868 2020-07-27 15:21:39,471 - mmaction - INFO - Epoch [138][1280/3757] lr: 1.343e-02, eta: 1 day, 3:46:37, time: 0.558, data_time: 0.003, memory: 5232, top1_acc: 0.3945, top5_acc: 0.6367, loss_cls: 2.7400, loss: 2.7400, grad_norm: 4.5910 2020-07-27 15:21:50,829 - mmaction - INFO - Epoch [138][1300/3757] lr: 1.343e-02, eta: 1 day, 3:46:24, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4258, top5_acc: 0.6508, loss_cls: 2.6773, loss: 2.6773, grad_norm: 4.6370 2020-07-27 15:22:02,045 - mmaction - INFO - Epoch [138][1320/3757] lr: 1.343e-02, eta: 1 day, 3:46:11, time: 0.561, data_time: 0.001, memory: 5232, top1_acc: 0.3977, top5_acc: 0.6445, loss_cls: 2.6826, loss: 2.6826, grad_norm: 4.6399 2020-07-27 15:22:13,519 - mmaction - INFO - Epoch [138][1340/3757] lr: 1.343e-02, eta: 1 day, 3:45:58, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4016, top5_acc: 0.6547, loss_cls: 2.7171, loss: 2.7171, grad_norm: 4.6707 2020-07-27 15:22:24,944 - mmaction - INFO - Epoch [138][1360/3757] lr: 1.343e-02, eta: 1 day, 3:45:45, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3672, top5_acc: 0.6352, loss_cls: 2.7489, loss: 2.7489, grad_norm: 4.7772 2020-07-27 15:22:36,296 - mmaction - INFO - Epoch [138][1380/3757] lr: 1.343e-02, eta: 1 day, 3:45:32, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4125, top5_acc: 0.6523, loss_cls: 2.6949, loss: 2.6949, grad_norm: 4.5804 2020-07-27 15:22:47,847 - mmaction - INFO - Epoch [138][1400/3757] lr: 1.343e-02, eta: 1 day, 3:45:20, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3930, top5_acc: 0.6477, loss_cls: 2.7018, loss: 2.7018, grad_norm: 4.7400 2020-07-27 15:22:59,259 - mmaction - INFO - Epoch [138][1420/3757] lr: 1.343e-02, eta: 1 day, 3:45:07, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4062, top5_acc: 0.6414, loss_cls: 2.6696, loss: 2.6696, grad_norm: 4.3799 2020-07-27 15:23:10,685 - mmaction - INFO - Epoch [138][1440/3757] lr: 1.343e-02, eta: 1 day, 3:44:54, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3984, top5_acc: 0.6602, loss_cls: 2.6992, loss: 2.6992, grad_norm: 4.5395 2020-07-27 15:23:22,119 - mmaction - INFO - Epoch [138][1460/3757] lr: 1.343e-02, eta: 1 day, 3:44:41, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4133, top5_acc: 0.6578, loss_cls: 2.6395, loss: 2.6395, grad_norm: 4.5144 2020-07-27 15:23:33,510 - mmaction - INFO - Epoch [138][1480/3757] lr: 1.343e-02, eta: 1 day, 3:44:28, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4102, top5_acc: 0.6578, loss_cls: 2.6799, loss: 2.6799, grad_norm: 4.6662 2020-07-27 15:23:45,088 - mmaction - INFO - Epoch [138][1500/3757] lr: 1.343e-02, eta: 1 day, 3:44:15, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.4055, top5_acc: 0.6398, loss_cls: 2.6785, loss: 2.6785, grad_norm: 4.5334 2020-07-27 15:23:56,472 - mmaction - INFO - Epoch [138][1520/3757] lr: 1.343e-02, eta: 1 day, 3:44:02, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4242, top5_acc: 0.6687, loss_cls: 2.6276, loss: 2.6276, grad_norm: 4.5490 2020-07-27 15:24:07,920 - mmaction - INFO - Epoch [138][1540/3757] lr: 1.343e-02, eta: 1 day, 3:43:49, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4023, top5_acc: 0.6398, loss_cls: 2.7157, loss: 2.7157, grad_norm: 4.6201 2020-07-27 15:24:19,406 - mmaction - INFO - Epoch [138][1560/3757] lr: 1.343e-02, eta: 1 day, 3:43:36, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4055, top5_acc: 0.6492, loss_cls: 2.6951, loss: 2.6951, grad_norm: 4.5650 2020-07-27 15:24:30,853 - mmaction - INFO - Epoch [138][1580/3757] lr: 1.343e-02, eta: 1 day, 3:43:23, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4070, top5_acc: 0.6578, loss_cls: 2.6008, loss: 2.6008, grad_norm: 4.5610 2020-07-27 15:24:42,415 - mmaction - INFO - Epoch [138][1600/3757] lr: 1.343e-02, eta: 1 day, 3:43:10, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.4031, top5_acc: 0.6508, loss_cls: 2.6685, loss: 2.6685, grad_norm: 4.6027 2020-07-27 15:24:53,845 - mmaction - INFO - Epoch [138][1620/3757] lr: 1.343e-02, eta: 1 day, 3:42:58, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.3961, top5_acc: 0.6445, loss_cls: 2.7399, loss: 2.7399, grad_norm: 4.7427 2020-07-27 15:25:05,303 - mmaction - INFO - Epoch [138][1640/3757] lr: 1.343e-02, eta: 1 day, 3:42:45, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4117, top5_acc: 0.6430, loss_cls: 2.7076, loss: 2.7076, grad_norm: 4.6329 2020-07-27 15:25:16,750 - mmaction - INFO - Epoch [138][1660/3757] lr: 1.343e-02, eta: 1 day, 3:42:32, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4023, top5_acc: 0.6555, loss_cls: 2.6749, loss: 2.6749, grad_norm: 4.6503 2020-07-27 15:25:28,211 - mmaction - INFO - Epoch [138][1680/3757] lr: 1.343e-02, eta: 1 day, 3:42:19, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4234, top5_acc: 0.6586, loss_cls: 2.6160, loss: 2.6160, grad_norm: 4.6518 2020-07-27 15:25:39,657 - mmaction - INFO - Epoch [138][1700/3757] lr: 1.343e-02, eta: 1 day, 3:42:06, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4055, top5_acc: 0.6461, loss_cls: 2.7032, loss: 2.7032, grad_norm: 4.5361 2020-07-27 15:25:51,586 - mmaction - INFO - Epoch [138][1720/3757] lr: 1.343e-02, eta: 1 day, 3:41:53, time: 0.596, data_time: 0.025, memory: 5232, top1_acc: 0.3937, top5_acc: 0.6508, loss_cls: 2.6695, loss: 2.6695, grad_norm: 4.5999 2020-07-27 15:26:03,053 - mmaction - INFO - Epoch [138][1740/3757] lr: 1.343e-02, eta: 1 day, 3:41:40, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.4156, top5_acc: 0.6617, loss_cls: 2.6507, loss: 2.6507, grad_norm: 4.8154 2020-07-27 15:26:14,538 - mmaction - INFO - Epoch [138][1760/3757] lr: 1.343e-02, eta: 1 day, 3:41:27, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.3977, top5_acc: 0.6367, loss_cls: 2.7015, loss: 2.7015, grad_norm: 4.5921 2020-07-27 15:26:25,985 - mmaction - INFO - Epoch [138][1780/3757] lr: 1.343e-02, eta: 1 day, 3:41:15, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3836, top5_acc: 0.6578, loss_cls: 2.6901, loss: 2.6901, grad_norm: 4.5975 2020-07-27 15:26:37,399 - mmaction - INFO - Epoch [138][1800/3757] lr: 1.343e-02, eta: 1 day, 3:41:02, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.4164, top5_acc: 0.6617, loss_cls: 2.6003, loss: 2.6003, grad_norm: 4.5248 2020-07-27 15:26:49,204 - mmaction - INFO - Epoch [138][1820/3757] lr: 1.343e-02, eta: 1 day, 3:40:49, time: 0.590, data_time: 0.025, memory: 5232, top1_acc: 0.4242, top5_acc: 0.6523, loss_cls: 2.6087, loss: 2.6087, grad_norm: 4.7465 2020-07-27 15:27:00,578 - mmaction - INFO - Epoch [138][1840/3757] lr: 1.343e-02, eta: 1 day, 3:40:36, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4070, top5_acc: 0.6531, loss_cls: 2.7110, loss: 2.7110, grad_norm: 4.7549 2020-07-27 15:27:12,031 - mmaction - INFO - Epoch [138][1860/3757] lr: 1.343e-02, eta: 1 day, 3:40:23, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3977, top5_acc: 0.6445, loss_cls: 2.7333, loss: 2.7333, grad_norm: 4.7143 2020-07-27 15:27:23,536 - mmaction - INFO - Epoch [138][1880/3757] lr: 1.343e-02, eta: 1 day, 3:40:10, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3977, top5_acc: 0.6242, loss_cls: 2.7586, loss: 2.7586, grad_norm: 4.7192 2020-07-27 15:27:34,973 - mmaction - INFO - Epoch [138][1900/3757] lr: 1.343e-02, eta: 1 day, 3:39:57, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4070, top5_acc: 0.6625, loss_cls: 2.6615, loss: 2.6615, grad_norm: 4.6357 2020-07-27 15:27:46,395 - mmaction - INFO - Epoch [138][1920/3757] lr: 1.343e-02, eta: 1 day, 3:39:44, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4227, top5_acc: 0.6594, loss_cls: 2.6282, loss: 2.6282, grad_norm: 4.5856 2020-07-27 15:27:57,849 - mmaction - INFO - Epoch [138][1940/3757] lr: 1.343e-02, eta: 1 day, 3:39:31, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.4102, top5_acc: 0.6281, loss_cls: 2.7462, loss: 2.7462, grad_norm: 4.6539 2020-07-27 15:28:09,312 - mmaction - INFO - Epoch [138][1960/3757] lr: 1.343e-02, eta: 1 day, 3:39:19, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4203, top5_acc: 0.6484, loss_cls: 2.6807, loss: 2.6807, grad_norm: 4.5671 2020-07-27 15:28:20,786 - mmaction - INFO - Epoch [138][1980/3757] lr: 1.343e-02, eta: 1 day, 3:39:06, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3992, top5_acc: 0.6422, loss_cls: 2.6689, loss: 2.6689, grad_norm: 4.5613 2020-07-27 15:28:32,179 - mmaction - INFO - Epoch [138][2000/3757] lr: 1.343e-02, eta: 1 day, 3:38:53, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3930, top5_acc: 0.6352, loss_cls: 2.7366, loss: 2.7366, grad_norm: 4.5895 2020-07-27 15:28:43,641 - mmaction - INFO - Epoch [138][2020/3757] lr: 1.343e-02, eta: 1 day, 3:38:40, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4094, top5_acc: 0.6641, loss_cls: 2.6098, loss: 2.6098, grad_norm: 4.5282 2020-07-27 15:28:54,936 - mmaction - INFO - Epoch [138][2040/3757] lr: 1.343e-02, eta: 1 day, 3:38:27, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.4242, top5_acc: 0.6648, loss_cls: 2.5873, loss: 2.5873, grad_norm: 4.4677 2020-07-27 15:29:06,315 - mmaction - INFO - Epoch [138][2060/3757] lr: 1.343e-02, eta: 1 day, 3:38:14, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4062, top5_acc: 0.6625, loss_cls: 2.6189, loss: 2.6189, grad_norm: 4.4678 2020-07-27 15:29:17,703 - mmaction - INFO - Epoch [138][2080/3757] lr: 1.343e-02, eta: 1 day, 3:38:01, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3891, top5_acc: 0.6297, loss_cls: 2.8052, loss: 2.8052, grad_norm: 4.7752 2020-07-27 15:29:29,184 - mmaction - INFO - Epoch [138][2100/3757] lr: 1.343e-02, eta: 1 day, 3:37:48, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4141, top5_acc: 0.6406, loss_cls: 2.7360, loss: 2.7360, grad_norm: 4.5748 2020-07-27 15:29:40,558 - mmaction - INFO - Epoch [138][2120/3757] lr: 1.343e-02, eta: 1 day, 3:37:35, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3945, top5_acc: 0.6344, loss_cls: 2.6808, loss: 2.6808, grad_norm: 4.4958 2020-07-27 15:29:51,937 - mmaction - INFO - Epoch [138][2140/3757] lr: 1.343e-02, eta: 1 day, 3:37:22, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4125, top5_acc: 0.6445, loss_cls: 2.6605, loss: 2.6605, grad_norm: 4.6104 2020-07-27 15:30:03,379 - mmaction - INFO - Epoch [138][2160/3757] lr: 1.343e-02, eta: 1 day, 3:37:09, time: 0.572, data_time: 0.007, memory: 5232, top1_acc: 0.4172, top5_acc: 0.6578, loss_cls: 2.5979, loss: 2.5979, grad_norm: 4.6524 2020-07-27 15:30:14,753 - mmaction - INFO - Epoch [138][2180/3757] lr: 1.343e-02, eta: 1 day, 3:36:56, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4047, top5_acc: 0.6602, loss_cls: 2.6020, loss: 2.6020, grad_norm: 4.5363 2020-07-27 15:30:26,159 - mmaction - INFO - Epoch [138][2200/3757] lr: 1.343e-02, eta: 1 day, 3:36:43, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3867, top5_acc: 0.6555, loss_cls: 2.6631, loss: 2.6631, grad_norm: 4.6851 2020-07-27 15:30:37,679 - mmaction - INFO - Epoch [138][2220/3757] lr: 1.343e-02, eta: 1 day, 3:36:31, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4016, top5_acc: 0.6461, loss_cls: 2.7057, loss: 2.7057, grad_norm: 4.7655 2020-07-27 15:30:49,100 - mmaction - INFO - Epoch [138][2240/3757] lr: 1.343e-02, eta: 1 day, 3:36:18, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4008, top5_acc: 0.6414, loss_cls: 2.7102, loss: 2.7102, grad_norm: 4.6888 2020-07-27 15:31:00,554 - mmaction - INFO - Epoch [138][2260/3757] lr: 1.343e-02, eta: 1 day, 3:36:05, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4156, top5_acc: 0.6461, loss_cls: 2.6675, loss: 2.6675, grad_norm: 4.5992 2020-07-27 15:31:12,101 - mmaction - INFO - Epoch [138][2280/3757] lr: 1.343e-02, eta: 1 day, 3:35:52, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.3961, top5_acc: 0.6336, loss_cls: 2.7149, loss: 2.7149, grad_norm: 4.6835 2020-07-27 15:31:23,419 - mmaction - INFO - Epoch [138][2300/3757] lr: 1.343e-02, eta: 1 day, 3:35:39, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4031, top5_acc: 0.6562, loss_cls: 2.6387, loss: 2.6387, grad_norm: 4.6071 2020-07-27 15:31:34,871 - mmaction - INFO - Epoch [138][2320/3757] lr: 1.343e-02, eta: 1 day, 3:35:26, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4344, top5_acc: 0.6711, loss_cls: 2.5600, loss: 2.5600, grad_norm: 4.5553 2020-07-27 15:31:46,291 - mmaction - INFO - Epoch [138][2340/3757] lr: 1.343e-02, eta: 1 day, 3:35:13, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4062, top5_acc: 0.6344, loss_cls: 2.7410, loss: 2.7410, grad_norm: 4.7622 2020-07-27 15:31:57,760 - mmaction - INFO - Epoch [138][2360/3757] lr: 1.343e-02, eta: 1 day, 3:35:00, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4211, top5_acc: 0.6570, loss_cls: 2.6522, loss: 2.6522, grad_norm: 4.6116 2020-07-27 15:32:09,219 - mmaction - INFO - Epoch [138][2380/3757] lr: 1.343e-02, eta: 1 day, 3:34:47, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3930, top5_acc: 0.6273, loss_cls: 2.7905, loss: 2.7905, grad_norm: 4.6741 2020-07-27 15:32:20,691 - mmaction - INFO - Epoch [138][2400/3757] lr: 1.343e-02, eta: 1 day, 3:34:35, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4094, top5_acc: 0.6422, loss_cls: 2.7198, loss: 2.7198, grad_norm: 4.6079 2020-07-27 15:32:32,080 - mmaction - INFO - Epoch [138][2420/3757] lr: 1.343e-02, eta: 1 day, 3:34:22, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4148, top5_acc: 0.6617, loss_cls: 2.6178, loss: 2.6178, grad_norm: 4.4503 2020-07-27 15:32:43,493 - mmaction - INFO - Epoch [138][2440/3757] lr: 1.343e-02, eta: 1 day, 3:34:09, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.4211, top5_acc: 0.6750, loss_cls: 2.5828, loss: 2.5828, grad_norm: 4.5554 2020-07-27 15:32:54,852 - mmaction - INFO - Epoch [138][2460/3757] lr: 1.343e-02, eta: 1 day, 3:33:56, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4250, top5_acc: 0.6578, loss_cls: 2.6125, loss: 2.6125, grad_norm: 4.5481 2020-07-27 15:33:06,244 - mmaction - INFO - Epoch [138][2480/3757] lr: 1.343e-02, eta: 1 day, 3:33:43, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4156, top5_acc: 0.6719, loss_cls: 2.5743, loss: 2.5743, grad_norm: 4.5511 2020-07-27 15:33:17,713 - mmaction - INFO - Epoch [138][2500/3757] lr: 1.343e-02, eta: 1 day, 3:33:30, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3945, top5_acc: 0.6414, loss_cls: 2.7467, loss: 2.7467, grad_norm: 4.7542 2020-07-27 15:33:29,137 - mmaction - INFO - Epoch [138][2520/3757] lr: 1.343e-02, eta: 1 day, 3:33:17, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3953, top5_acc: 0.6562, loss_cls: 2.7024, loss: 2.7024, grad_norm: 4.5698 2020-07-27 15:33:40,529 - mmaction - INFO - Epoch [138][2540/3757] lr: 1.343e-02, eta: 1 day, 3:33:04, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3930, top5_acc: 0.6391, loss_cls: 2.7122, loss: 2.7122, grad_norm: 4.6132 2020-07-27 15:33:51,920 - mmaction - INFO - Epoch [138][2560/3757] lr: 1.343e-02, eta: 1 day, 3:32:51, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4000, top5_acc: 0.6430, loss_cls: 2.7066, loss: 2.7066, grad_norm: 4.7804 2020-07-27 15:34:03,349 - mmaction - INFO - Epoch [138][2580/3757] lr: 1.343e-02, eta: 1 day, 3:32:38, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3844, top5_acc: 0.6328, loss_cls: 2.7564, loss: 2.7564, grad_norm: 4.8131 2020-07-27 15:34:14,833 - mmaction - INFO - Epoch [138][2600/3757] lr: 1.343e-02, eta: 1 day, 3:32:25, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4008, top5_acc: 0.6469, loss_cls: 2.6941, loss: 2.6941, grad_norm: 4.5887 2020-07-27 15:34:26,282 - mmaction - INFO - Epoch [138][2620/3757] lr: 1.343e-02, eta: 1 day, 3:32:12, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.4117, top5_acc: 0.6617, loss_cls: 2.5813, loss: 2.5813, grad_norm: 4.6701 2020-07-27 15:34:37,753 - mmaction - INFO - Epoch [138][2640/3757] lr: 1.343e-02, eta: 1 day, 3:32:00, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3906, top5_acc: 0.6469, loss_cls: 2.7214, loss: 2.7214, grad_norm: 4.6060 2020-07-27 15:34:49,240 - mmaction - INFO - Epoch [138][2660/3757] lr: 1.343e-02, eta: 1 day, 3:31:47, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.3977, top5_acc: 0.6609, loss_cls: 2.6754, loss: 2.6754, grad_norm: 4.6192 2020-07-27 15:35:00,724 - mmaction - INFO - Epoch [138][2680/3757] lr: 1.343e-02, eta: 1 day, 3:31:34, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4195, top5_acc: 0.6562, loss_cls: 2.6661, loss: 2.6661, grad_norm: 4.5677 2020-07-27 15:35:12,173 - mmaction - INFO - Epoch [138][2700/3757] lr: 1.343e-02, eta: 1 day, 3:31:21, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4180, top5_acc: 0.6656, loss_cls: 2.5949, loss: 2.5949, grad_norm: 4.6571 2020-07-27 15:35:23,535 - mmaction - INFO - Epoch [138][2720/3757] lr: 1.343e-02, eta: 1 day, 3:31:08, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.4172, top5_acc: 0.6484, loss_cls: 2.6616, loss: 2.6616, grad_norm: 4.6451 2020-07-27 15:35:34,882 - mmaction - INFO - Epoch [138][2740/3757] lr: 1.343e-02, eta: 1 day, 3:30:55, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4109, top5_acc: 0.6281, loss_cls: 2.7276, loss: 2.7276, grad_norm: 4.6168 2020-07-27 15:35:46,232 - mmaction - INFO - Epoch [138][2760/3757] lr: 1.343e-02, eta: 1 day, 3:30:42, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.4039, top5_acc: 0.6570, loss_cls: 2.6480, loss: 2.6480, grad_norm: 4.5670 2020-07-27 15:35:57,583 - mmaction - INFO - Epoch [138][2780/3757] lr: 1.343e-02, eta: 1 day, 3:30:29, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4008, top5_acc: 0.6469, loss_cls: 2.7114, loss: 2.7114, grad_norm: 4.6749 2020-07-27 15:36:09,003 - mmaction - INFO - Epoch [138][2800/3757] lr: 1.343e-02, eta: 1 day, 3:30:16, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4320, top5_acc: 0.6414, loss_cls: 2.6303, loss: 2.6303, grad_norm: 4.4822 2020-07-27 15:36:20,421 - mmaction - INFO - Epoch [138][2820/3757] lr: 1.343e-02, eta: 1 day, 3:30:03, time: 0.571, data_time: 0.006, memory: 5232, top1_acc: 0.4109, top5_acc: 0.6398, loss_cls: 2.7072, loss: 2.7072, grad_norm: 4.5133 2020-07-27 15:36:31,822 - mmaction - INFO - Epoch [138][2840/3757] lr: 1.343e-02, eta: 1 day, 3:29:50, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4492, top5_acc: 0.6727, loss_cls: 2.5112, loss: 2.5112, grad_norm: 4.5167 2020-07-27 15:36:43,294 - mmaction - INFO - Epoch [138][2860/3757] lr: 1.343e-02, eta: 1 day, 3:29:38, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4414, top5_acc: 0.6781, loss_cls: 2.5268, loss: 2.5268, grad_norm: 4.4793 2020-07-27 15:36:54,723 - mmaction - INFO - Epoch [138][2880/3757] lr: 1.343e-02, eta: 1 day, 3:29:25, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4109, top5_acc: 0.6539, loss_cls: 2.6940, loss: 2.6940, grad_norm: 4.7213 2020-07-27 15:37:06,096 - mmaction - INFO - Epoch [138][2900/3757] lr: 1.343e-02, eta: 1 day, 3:29:12, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4313, top5_acc: 0.6523, loss_cls: 2.5782, loss: 2.5782, grad_norm: 4.5545 2020-07-27 15:37:17,545 - mmaction - INFO - Epoch [138][2920/3757] lr: 1.343e-02, eta: 1 day, 3:28:59, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3844, top5_acc: 0.6547, loss_cls: 2.7269, loss: 2.7269, grad_norm: 4.8045 2020-07-27 15:37:28,929 - mmaction - INFO - Epoch [138][2940/3757] lr: 1.343e-02, eta: 1 day, 3:28:46, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4102, top5_acc: 0.6453, loss_cls: 2.6084, loss: 2.6084, grad_norm: 4.6554 2020-07-27 15:37:40,511 - mmaction - INFO - Epoch [138][2960/3757] lr: 1.343e-02, eta: 1 day, 3:28:33, time: 0.579, data_time: 0.014, memory: 5232, top1_acc: 0.4141, top5_acc: 0.6477, loss_cls: 2.6745, loss: 2.6745, grad_norm: 4.6259 2020-07-27 15:37:51,955 - mmaction - INFO - Epoch [138][2980/3757] lr: 1.343e-02, eta: 1 day, 3:28:20, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4195, top5_acc: 0.6508, loss_cls: 2.6255, loss: 2.6255, grad_norm: 4.5196 2020-07-27 15:38:03,390 - mmaction - INFO - Epoch [138][3000/3757] lr: 1.343e-02, eta: 1 day, 3:28:07, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4086, top5_acc: 0.6570, loss_cls: 2.6796, loss: 2.6796, grad_norm: 4.6697 2020-07-27 15:38:14,881 - mmaction - INFO - Epoch [138][3020/3757] lr: 1.343e-02, eta: 1 day, 3:27:54, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4023, top5_acc: 0.6258, loss_cls: 2.7590, loss: 2.7590, grad_norm: 4.6397 2020-07-27 15:38:26,298 - mmaction - INFO - Epoch [138][3040/3757] lr: 1.343e-02, eta: 1 day, 3:27:41, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4180, top5_acc: 0.6578, loss_cls: 2.6396, loss: 2.6396, grad_norm: 4.5796 2020-07-27 15:38:37,636 - mmaction - INFO - Epoch [138][3060/3757] lr: 1.343e-02, eta: 1 day, 3:27:29, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4133, top5_acc: 0.6414, loss_cls: 2.7211, loss: 2.7211, grad_norm: 4.7231 2020-07-27 15:38:49,116 - mmaction - INFO - Epoch [138][3080/3757] lr: 1.343e-02, eta: 1 day, 3:27:16, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4016, top5_acc: 0.6594, loss_cls: 2.6672, loss: 2.6672, grad_norm: 4.7801 2020-07-27 15:39:00,617 - mmaction - INFO - Epoch [138][3100/3757] lr: 1.343e-02, eta: 1 day, 3:27:03, time: 0.575, data_time: 0.010, memory: 5232, top1_acc: 0.4258, top5_acc: 0.6719, loss_cls: 2.5654, loss: 2.5654, grad_norm: 4.7271 2020-07-27 15:39:12,035 - mmaction - INFO - Epoch [138][3120/3757] lr: 1.343e-02, eta: 1 day, 3:26:50, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4164, top5_acc: 0.6492, loss_cls: 2.5931, loss: 2.5931, grad_norm: 4.6054 2020-07-27 15:39:23,436 - mmaction - INFO - Epoch [138][3140/3757] lr: 1.343e-02, eta: 1 day, 3:26:37, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4055, top5_acc: 0.6484, loss_cls: 2.7049, loss: 2.7049, grad_norm: 4.7082 2020-07-27 15:39:34,870 - mmaction - INFO - Epoch [138][3160/3757] lr: 1.343e-02, eta: 1 day, 3:26:24, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4336, top5_acc: 0.6531, loss_cls: 2.6291, loss: 2.6291, grad_norm: 4.6514 2020-07-27 15:39:46,237 - mmaction - INFO - Epoch [138][3180/3757] lr: 1.343e-02, eta: 1 day, 3:26:11, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.3914, top5_acc: 0.6164, loss_cls: 2.7732, loss: 2.7732, grad_norm: 4.8212 2020-07-27 15:39:57,726 - mmaction - INFO - Epoch [138][3200/3757] lr: 1.343e-02, eta: 1 day, 3:25:58, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.3984, top5_acc: 0.6430, loss_cls: 2.6948, loss: 2.6948, grad_norm: 4.5759 2020-07-27 15:40:09,152 - mmaction - INFO - Epoch [138][3220/3757] lr: 1.343e-02, eta: 1 day, 3:25:45, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4234, top5_acc: 0.6492, loss_cls: 2.6494, loss: 2.6494, grad_norm: 4.5975 2020-07-27 15:40:20,656 - mmaction - INFO - Epoch [138][3240/3757] lr: 1.343e-02, eta: 1 day, 3:25:33, time: 0.575, data_time: 0.009, memory: 5232, top1_acc: 0.4031, top5_acc: 0.6398, loss_cls: 2.6508, loss: 2.6508, grad_norm: 4.5708 2020-07-27 15:40:32,060 - mmaction - INFO - Epoch [138][3260/3757] lr: 1.343e-02, eta: 1 day, 3:25:20, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4211, top5_acc: 0.6617, loss_cls: 2.6305, loss: 2.6305, grad_norm: 4.6480 2020-07-27 15:40:43,466 - mmaction - INFO - Epoch [138][3280/3757] lr: 1.343e-02, eta: 1 day, 3:25:07, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4133, top5_acc: 0.6727, loss_cls: 2.6073, loss: 2.6073, grad_norm: 4.7080 2020-07-27 15:40:54,950 - mmaction - INFO - Epoch [138][3300/3757] lr: 1.343e-02, eta: 1 day, 3:24:54, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.4047, top5_acc: 0.6492, loss_cls: 2.6473, loss: 2.6473, grad_norm: 4.7266 2020-07-27 15:41:06,305 - mmaction - INFO - Epoch [138][3320/3757] lr: 1.343e-02, eta: 1 day, 3:24:41, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3836, top5_acc: 0.6352, loss_cls: 2.7657, loss: 2.7657, grad_norm: 4.7697 2020-07-27 15:41:17,671 - mmaction - INFO - Epoch [138][3340/3757] lr: 1.343e-02, eta: 1 day, 3:24:28, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3977, top5_acc: 0.6367, loss_cls: 2.6994, loss: 2.6994, grad_norm: 4.7284 2020-07-27 15:41:29,086 - mmaction - INFO - Epoch [138][3360/3757] lr: 1.343e-02, eta: 1 day, 3:24:15, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4039, top5_acc: 0.6430, loss_cls: 2.7597, loss: 2.7597, grad_norm: 4.8386 2020-07-27 15:41:40,648 - mmaction - INFO - Epoch [138][3380/3757] lr: 1.343e-02, eta: 1 day, 3:24:02, time: 0.578, data_time: 0.010, memory: 5232, top1_acc: 0.4023, top5_acc: 0.6438, loss_cls: 2.6991, loss: 2.6991, grad_norm: 4.6134 2020-07-27 15:41:52,096 - mmaction - INFO - Epoch [138][3400/3757] lr: 1.343e-02, eta: 1 day, 3:23:49, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4234, top5_acc: 0.6594, loss_cls: 2.6156, loss: 2.6156, grad_norm: 4.6251 2020-07-27 15:42:03,469 - mmaction - INFO - Epoch [138][3420/3757] lr: 1.343e-02, eta: 1 day, 3:23:36, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4062, top5_acc: 0.6602, loss_cls: 2.6254, loss: 2.6254, grad_norm: 4.6725 2020-07-27 15:42:14,843 - mmaction - INFO - Epoch [138][3440/3757] lr: 1.343e-02, eta: 1 day, 3:23:23, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4148, top5_acc: 0.6766, loss_cls: 2.5796, loss: 2.5796, grad_norm: 4.6059 2020-07-27 15:42:26,275 - mmaction - INFO - Epoch [138][3460/3757] lr: 1.343e-02, eta: 1 day, 3:23:11, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4039, top5_acc: 0.6305, loss_cls: 2.7561, loss: 2.7561, grad_norm: 4.7241 2020-07-27 15:42:37,686 - mmaction - INFO - Epoch [138][3480/3757] lr: 1.343e-02, eta: 1 day, 3:22:58, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.3875, top5_acc: 0.6359, loss_cls: 2.7134, loss: 2.7134, grad_norm: 4.7039 2020-07-27 15:42:49,138 - mmaction - INFO - Epoch [138][3500/3757] lr: 1.343e-02, eta: 1 day, 3:22:45, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4266, top5_acc: 0.6547, loss_cls: 2.6025, loss: 2.6025, grad_norm: 4.4941 2020-07-27 15:43:00,554 - mmaction - INFO - Epoch [138][3520/3757] lr: 1.343e-02, eta: 1 day, 3:22:32, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4070, top5_acc: 0.6539, loss_cls: 2.6430, loss: 2.6430, grad_norm: 4.5893 2020-07-27 15:43:11,902 - mmaction - INFO - Epoch [138][3540/3757] lr: 1.343e-02, eta: 1 day, 3:22:19, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4078, top5_acc: 0.6578, loss_cls: 2.6169, loss: 2.6169, grad_norm: 4.5721 2020-07-27 15:43:23,292 - mmaction - INFO - Epoch [138][3560/3757] lr: 1.343e-02, eta: 1 day, 3:22:06, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4031, top5_acc: 0.6594, loss_cls: 2.7010, loss: 2.7010, grad_norm: 4.7479 2020-07-27 15:43:34,645 - mmaction - INFO - Epoch [138][3580/3757] lr: 1.343e-02, eta: 1 day, 3:21:53, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4047, top5_acc: 0.6445, loss_cls: 2.6999, loss: 2.6999, grad_norm: 4.7331 2020-07-27 15:43:46,033 - mmaction - INFO - Epoch [138][3600/3757] lr: 1.343e-02, eta: 1 day, 3:21:40, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4203, top5_acc: 0.6539, loss_cls: 2.6377, loss: 2.6377, grad_norm: 4.5478 2020-07-27 15:43:57,406 - mmaction - INFO - Epoch [138][3620/3757] lr: 1.343e-02, eta: 1 day, 3:21:27, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4164, top5_acc: 0.6750, loss_cls: 2.6206, loss: 2.6206, grad_norm: 4.6585 2020-07-27 15:44:08,840 - mmaction - INFO - Epoch [138][3640/3757] lr: 1.343e-02, eta: 1 day, 3:21:14, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3930, top5_acc: 0.6461, loss_cls: 2.7574, loss: 2.7574, grad_norm: 4.7916 2020-07-27 15:44:20,245 - mmaction - INFO - Epoch [138][3660/3757] lr: 1.343e-02, eta: 1 day, 3:21:01, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4094, top5_acc: 0.6508, loss_cls: 2.6514, loss: 2.6514, grad_norm: 4.5508 2020-07-27 15:44:31,674 - mmaction - INFO - Epoch [138][3680/3757] lr: 1.343e-02, eta: 1 day, 3:20:49, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4172, top5_acc: 0.6398, loss_cls: 2.7080, loss: 2.7080, grad_norm: 4.7909 2020-07-27 15:44:43,073 - mmaction - INFO - Epoch [138][3700/3757] lr: 1.343e-02, eta: 1 day, 3:20:36, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4023, top5_acc: 0.6391, loss_cls: 2.6952, loss: 2.6952, grad_norm: 4.7880 2020-07-27 15:44:54,610 - mmaction - INFO - Epoch [138][3720/3757] lr: 1.343e-02, eta: 1 day, 3:20:23, time: 0.577, data_time: 0.012, memory: 5232, top1_acc: 0.4156, top5_acc: 0.6398, loss_cls: 2.6800, loss: 2.6800, grad_norm: 4.5460 2020-07-27 15:45:05,936 - mmaction - INFO - Epoch [138][3740/3757] lr: 1.343e-02, eta: 1 day, 3:20:10, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3914, top5_acc: 0.6422, loss_cls: 2.7432, loss: 2.7432, grad_norm: 4.7637 2020-07-27 15:48:15,633 - mmaction - INFO - Epoch [139][20/3757] lr: 1.284e-02, eta: 1 day, 3:20:49, time: 8.728, data_time: 8.052, memory: 5232, top1_acc: 0.4305, top5_acc: 0.6641, loss_cls: 2.5940, loss: 2.5940, grad_norm: 4.6925 2020-07-27 15:48:27,030 - mmaction - INFO - Epoch [139][40/3757] lr: 1.284e-02, eta: 1 day, 3:20:36, time: 0.570, data_time: 0.007, memory: 5232, top1_acc: 0.4023, top5_acc: 0.6352, loss_cls: 2.6674, loss: 2.6674, grad_norm: 4.7426 2020-07-27 15:48:38,367 - mmaction - INFO - Epoch [139][60/3757] lr: 1.284e-02, eta: 1 day, 3:20:23, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4031, top5_acc: 0.6289, loss_cls: 2.7104, loss: 2.7104, grad_norm: 4.5543 2020-07-27 15:48:49,710 - mmaction - INFO - Epoch [139][80/3757] lr: 1.284e-02, eta: 1 day, 3:20:10, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4305, top5_acc: 0.6523, loss_cls: 2.5845, loss: 2.5845, grad_norm: 4.6299 2020-07-27 15:49:01,122 - mmaction - INFO - Epoch [139][100/3757] lr: 1.284e-02, eta: 1 day, 3:19:57, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4109, top5_acc: 0.6461, loss_cls: 2.6806, loss: 2.6806, grad_norm: 4.6580 2020-07-27 15:49:12,610 - mmaction - INFO - Epoch [139][120/3757] lr: 1.284e-02, eta: 1 day, 3:19:44, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4188, top5_acc: 0.6398, loss_cls: 2.6432, loss: 2.6432, grad_norm: 4.5460 2020-07-27 15:49:23,876 - mmaction - INFO - Epoch [139][140/3757] lr: 1.284e-02, eta: 1 day, 3:19:31, time: 0.564, data_time: 0.004, memory: 5232, top1_acc: 0.4102, top5_acc: 0.6422, loss_cls: 2.6717, loss: 2.6717, grad_norm: 4.6776 2020-07-27 15:49:35,352 - mmaction - INFO - Epoch [139][160/3757] lr: 1.284e-02, eta: 1 day, 3:19:18, time: 0.574, data_time: 0.014, memory: 5232, top1_acc: 0.4039, top5_acc: 0.6672, loss_cls: 2.6014, loss: 2.6014, grad_norm: 4.6975 2020-07-27 15:49:46,859 - mmaction - INFO - Epoch [139][180/3757] lr: 1.284e-02, eta: 1 day, 3:19:05, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4102, top5_acc: 0.6484, loss_cls: 2.6651, loss: 2.6651, grad_norm: 4.8192 2020-07-27 15:49:58,207 - mmaction - INFO - Epoch [139][200/3757] lr: 1.284e-02, eta: 1 day, 3:18:52, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.4094, top5_acc: 0.6414, loss_cls: 2.7062, loss: 2.7062, grad_norm: 4.6275 2020-07-27 15:50:09,518 - mmaction - INFO - Epoch [139][220/3757] lr: 1.284e-02, eta: 1 day, 3:18:39, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4227, top5_acc: 0.6672, loss_cls: 2.5732, loss: 2.5732, grad_norm: 4.6142 2020-07-27 15:50:21,016 - mmaction - INFO - Epoch [139][240/3757] lr: 1.284e-02, eta: 1 day, 3:18:26, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4250, top5_acc: 0.6609, loss_cls: 2.6874, loss: 2.6874, grad_norm: 4.7307 2020-07-27 15:50:32,408 - mmaction - INFO - Epoch [139][260/3757] lr: 1.284e-02, eta: 1 day, 3:18:13, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4047, top5_acc: 0.6680, loss_cls: 2.6373, loss: 2.6373, grad_norm: 4.6465 2020-07-27 15:50:43,773 - mmaction - INFO - Epoch [139][280/3757] lr: 1.284e-02, eta: 1 day, 3:18:01, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4156, top5_acc: 0.6523, loss_cls: 2.6448, loss: 2.6448, grad_norm: 4.6443 2020-07-27 15:50:55,180 - mmaction - INFO - Epoch [139][300/3757] lr: 1.284e-02, eta: 1 day, 3:17:48, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4188, top5_acc: 0.6320, loss_cls: 2.6642, loss: 2.6642, grad_norm: 4.6604 2020-07-27 15:51:06,616 - mmaction - INFO - Epoch [139][320/3757] lr: 1.284e-02, eta: 1 day, 3:17:35, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4297, top5_acc: 0.6742, loss_cls: 2.5389, loss: 2.5389, grad_norm: 4.5240 2020-07-27 15:51:17,994 - mmaction - INFO - Epoch [139][340/3757] lr: 1.284e-02, eta: 1 day, 3:17:22, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3914, top5_acc: 0.6266, loss_cls: 2.7660, loss: 2.7660, grad_norm: 4.7633 2020-07-27 15:51:29,362 - mmaction - INFO - Epoch [139][360/3757] lr: 1.284e-02, eta: 1 day, 3:17:09, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4031, top5_acc: 0.6484, loss_cls: 2.7193, loss: 2.7193, grad_norm: 4.7528 2020-07-27 15:51:40,791 - mmaction - INFO - Epoch [139][380/3757] lr: 1.284e-02, eta: 1 day, 3:16:56, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3992, top5_acc: 0.6320, loss_cls: 2.7587, loss: 2.7587, grad_norm: 4.7314 2020-07-27 15:51:52,185 - mmaction - INFO - Epoch [139][400/3757] lr: 1.284e-02, eta: 1 day, 3:16:43, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3984, top5_acc: 0.6414, loss_cls: 2.7090, loss: 2.7090, grad_norm: 4.6154 2020-07-27 15:52:03,563 - mmaction - INFO - Epoch [139][420/3757] lr: 1.284e-02, eta: 1 day, 3:16:30, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3922, top5_acc: 0.6203, loss_cls: 2.7757, loss: 2.7757, grad_norm: 4.6126 2020-07-27 15:52:15,055 - mmaction - INFO - Epoch [139][440/3757] lr: 1.284e-02, eta: 1 day, 3:16:17, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4367, top5_acc: 0.6602, loss_cls: 2.6180, loss: 2.6180, grad_norm: 4.4644 2020-07-27 15:52:26,360 - mmaction - INFO - Epoch [139][460/3757] lr: 1.284e-02, eta: 1 day, 3:16:04, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4016, top5_acc: 0.6375, loss_cls: 2.6390, loss: 2.6390, grad_norm: 4.5977 2020-07-27 15:52:37,810 - mmaction - INFO - Epoch [139][480/3757] lr: 1.284e-02, eta: 1 day, 3:15:51, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4250, top5_acc: 0.6703, loss_cls: 2.6218, loss: 2.6218, grad_norm: 4.6850 2020-07-27 15:52:49,235 - mmaction - INFO - Epoch [139][500/3757] lr: 1.284e-02, eta: 1 day, 3:15:38, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4164, top5_acc: 0.6453, loss_cls: 2.6917, loss: 2.6917, grad_norm: 4.6701 2020-07-27 15:53:00,600 - mmaction - INFO - Epoch [139][520/3757] lr: 1.284e-02, eta: 1 day, 3:15:26, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.4305, top5_acc: 0.6477, loss_cls: 2.6301, loss: 2.6301, grad_norm: 4.6017 2020-07-27 15:53:11,982 - mmaction - INFO - Epoch [139][540/3757] lr: 1.284e-02, eta: 1 day, 3:15:13, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4148, top5_acc: 0.6531, loss_cls: 2.6396, loss: 2.6396, grad_norm: 4.5668 2020-07-27 15:53:23,500 - mmaction - INFO - Epoch [139][560/3757] lr: 1.284e-02, eta: 1 day, 3:15:00, time: 0.575, data_time: 0.010, memory: 5232, top1_acc: 0.4227, top5_acc: 0.6891, loss_cls: 2.5892, loss: 2.5892, grad_norm: 4.4979 2020-07-27 15:53:34,971 - mmaction - INFO - Epoch [139][580/3757] lr: 1.284e-02, eta: 1 day, 3:14:47, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.4117, top5_acc: 0.6766, loss_cls: 2.5569, loss: 2.5569, grad_norm: 4.5266 2020-07-27 15:53:46,512 - mmaction - INFO - Epoch [139][600/3757] lr: 1.284e-02, eta: 1 day, 3:14:34, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.4188, top5_acc: 0.6539, loss_cls: 2.6254, loss: 2.6254, grad_norm: 4.6524 2020-07-27 15:53:57,988 - mmaction - INFO - Epoch [139][620/3757] lr: 1.284e-02, eta: 1 day, 3:14:21, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4094, top5_acc: 0.6453, loss_cls: 2.6918, loss: 2.6918, grad_norm: 4.7115 2020-07-27 15:54:09,470 - mmaction - INFO - Epoch [139][640/3757] lr: 1.284e-02, eta: 1 day, 3:14:08, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4023, top5_acc: 0.6461, loss_cls: 2.6784, loss: 2.6784, grad_norm: 4.6946 2020-07-27 15:54:20,858 - mmaction - INFO - Epoch [139][660/3757] lr: 1.284e-02, eta: 1 day, 3:13:55, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4109, top5_acc: 0.6852, loss_cls: 2.6222, loss: 2.6222, grad_norm: 4.6699 2020-07-27 15:54:32,270 - mmaction - INFO - Epoch [139][680/3757] lr: 1.284e-02, eta: 1 day, 3:13:42, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4016, top5_acc: 0.6406, loss_cls: 2.7245, loss: 2.7245, grad_norm: 4.6341 2020-07-27 15:54:43,665 - mmaction - INFO - Epoch [139][700/3757] lr: 1.284e-02, eta: 1 day, 3:13:30, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4125, top5_acc: 0.6469, loss_cls: 2.6742, loss: 2.6742, grad_norm: 4.6100 2020-07-27 15:54:55,055 - mmaction - INFO - Epoch [139][720/3757] lr: 1.284e-02, eta: 1 day, 3:13:17, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4109, top5_acc: 0.6492, loss_cls: 2.6686, loss: 2.6686, grad_norm: 4.7178 2020-07-27 15:55:06,476 - mmaction - INFO - Epoch [139][740/3757] lr: 1.284e-02, eta: 1 day, 3:13:04, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4227, top5_acc: 0.6570, loss_cls: 2.5802, loss: 2.5802, grad_norm: 4.6001 2020-07-27 15:55:17,850 - mmaction - INFO - Epoch [139][760/3757] lr: 1.284e-02, eta: 1 day, 3:12:51, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.4188, top5_acc: 0.6641, loss_cls: 2.6091, loss: 2.6091, grad_norm: 4.7410 2020-07-27 15:55:29,254 - mmaction - INFO - Epoch [139][780/3757] lr: 1.284e-02, eta: 1 day, 3:12:38, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4023, top5_acc: 0.6477, loss_cls: 2.6581, loss: 2.6581, grad_norm: 4.6479 2020-07-27 15:55:40,697 - mmaction - INFO - Epoch [139][800/3757] lr: 1.284e-02, eta: 1 day, 3:12:25, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3969, top5_acc: 0.6617, loss_cls: 2.6344, loss: 2.6344, grad_norm: 4.6906 2020-07-27 15:55:52,213 - mmaction - INFO - Epoch [139][820/3757] lr: 1.284e-02, eta: 1 day, 3:12:12, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.4008, top5_acc: 0.6516, loss_cls: 2.6502, loss: 2.6502, grad_norm: 4.6297 2020-07-27 15:56:03,676 - mmaction - INFO - Epoch [139][840/3757] lr: 1.284e-02, eta: 1 day, 3:11:59, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4313, top5_acc: 0.6766, loss_cls: 2.5594, loss: 2.5594, grad_norm: 4.5977 2020-07-27 15:56:15,176 - mmaction - INFO - Epoch [139][860/3757] lr: 1.284e-02, eta: 1 day, 3:11:46, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4313, top5_acc: 0.6664, loss_cls: 2.5428, loss: 2.5428, grad_norm: 4.5068 2020-07-27 15:56:26,676 - mmaction - INFO - Epoch [139][880/3757] lr: 1.284e-02, eta: 1 day, 3:11:33, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3914, top5_acc: 0.6344, loss_cls: 2.7147, loss: 2.7147, grad_norm: 4.6893 2020-07-27 15:56:38,060 - mmaction - INFO - Epoch [139][900/3757] lr: 1.284e-02, eta: 1 day, 3:11:21, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4070, top5_acc: 0.6516, loss_cls: 2.6935, loss: 2.6935, grad_norm: 4.6240 2020-07-27 15:56:49,493 - mmaction - INFO - Epoch [139][920/3757] lr: 1.284e-02, eta: 1 day, 3:11:08, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4234, top5_acc: 0.6562, loss_cls: 2.6207, loss: 2.6207, grad_norm: 4.6433 2020-07-27 15:57:00,936 - mmaction - INFO - Epoch [139][940/3757] lr: 1.284e-02, eta: 1 day, 3:10:55, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4195, top5_acc: 0.6781, loss_cls: 2.5676, loss: 2.5676, grad_norm: 4.7553 2020-07-27 15:57:12,336 - mmaction - INFO - Epoch [139][960/3757] lr: 1.284e-02, eta: 1 day, 3:10:42, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4109, top5_acc: 0.6539, loss_cls: 2.7037, loss: 2.7037, grad_norm: 4.8005 2020-07-27 15:57:23,854 - mmaction - INFO - Epoch [139][980/3757] lr: 1.284e-02, eta: 1 day, 3:10:29, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4203, top5_acc: 0.6578, loss_cls: 2.5870, loss: 2.5870, grad_norm: 4.5983 2020-07-27 15:57:35,325 - mmaction - INFO - Epoch [139][1000/3757] lr: 1.284e-02, eta: 1 day, 3:10:16, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4258, top5_acc: 0.6555, loss_cls: 2.5942, loss: 2.5942, grad_norm: 4.6187 2020-07-27 15:57:46,692 - mmaction - INFO - Epoch [139][1020/3757] lr: 1.284e-02, eta: 1 day, 3:10:03, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4141, top5_acc: 0.6547, loss_cls: 2.6495, loss: 2.6495, grad_norm: 4.6810 2020-07-27 15:57:58,311 - mmaction - INFO - Epoch [139][1040/3757] lr: 1.284e-02, eta: 1 day, 3:09:50, time: 0.581, data_time: 0.017, memory: 5232, top1_acc: 0.4328, top5_acc: 0.6734, loss_cls: 2.5525, loss: 2.5525, grad_norm: 4.5577 2020-07-27 15:58:09,745 - mmaction - INFO - Epoch [139][1060/3757] lr: 1.284e-02, eta: 1 day, 3:09:37, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4203, top5_acc: 0.6703, loss_cls: 2.5634, loss: 2.5634, grad_norm: 4.6348 2020-07-27 15:58:21,198 - mmaction - INFO - Epoch [139][1080/3757] lr: 1.284e-02, eta: 1 day, 3:09:25, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4398, top5_acc: 0.6516, loss_cls: 2.6981, loss: 2.6981, grad_norm: 4.8544 2020-07-27 15:58:32,623 - mmaction - INFO - Epoch [139][1100/3757] lr: 1.284e-02, eta: 1 day, 3:09:12, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4141, top5_acc: 0.6531, loss_cls: 2.6516, loss: 2.6516, grad_norm: 4.7970 2020-07-27 15:58:44,009 - mmaction - INFO - Epoch [139][1120/3757] lr: 1.284e-02, eta: 1 day, 3:08:59, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4023, top5_acc: 0.6297, loss_cls: 2.7883, loss: 2.7883, grad_norm: 4.8738 2020-07-27 15:58:55,527 - mmaction - INFO - Epoch [139][1140/3757] lr: 1.284e-02, eta: 1 day, 3:08:46, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4047, top5_acc: 0.6578, loss_cls: 2.6607, loss: 2.6607, grad_norm: 4.6738 2020-07-27 15:59:06,847 - mmaction - INFO - Epoch [139][1160/3757] lr: 1.284e-02, eta: 1 day, 3:08:33, time: 0.566, data_time: 0.001, memory: 5232, top1_acc: 0.4141, top5_acc: 0.6711, loss_cls: 2.5789, loss: 2.5789, grad_norm: 4.6020 2020-07-27 15:59:18,254 - mmaction - INFO - Epoch [139][1180/3757] lr: 1.284e-02, eta: 1 day, 3:08:20, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4219, top5_acc: 0.6586, loss_cls: 2.6262, loss: 2.6262, grad_norm: 4.6260 2020-07-27 15:59:29,870 - mmaction - INFO - Epoch [139][1200/3757] lr: 1.284e-02, eta: 1 day, 3:08:07, time: 0.580, data_time: 0.016, memory: 5232, top1_acc: 0.4070, top5_acc: 0.6586, loss_cls: 2.6560, loss: 2.6560, grad_norm: 4.7751 2020-07-27 15:59:41,284 - mmaction - INFO - Epoch [139][1220/3757] lr: 1.284e-02, eta: 1 day, 3:07:54, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3992, top5_acc: 0.6422, loss_cls: 2.7063, loss: 2.7063, grad_norm: 4.7442 2020-07-27 15:59:52,759 - mmaction - INFO - Epoch [139][1240/3757] lr: 1.284e-02, eta: 1 day, 3:07:41, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3984, top5_acc: 0.6344, loss_cls: 2.7142, loss: 2.7142, grad_norm: 4.6542 2020-07-27 16:00:10,188 - mmaction - INFO - Epoch [139][1260/3757] lr: 1.284e-02, eta: 1 day, 3:07:31, time: 0.865, data_time: 0.003, memory: 5232, top1_acc: 0.4281, top5_acc: 0.6664, loss_cls: 2.5703, loss: 2.5703, grad_norm: 4.5568 2020-07-27 16:00:21,638 - mmaction - INFO - Epoch [139][1280/3757] lr: 1.284e-02, eta: 1 day, 3:07:18, time: 0.579, data_time: 0.012, memory: 5232, top1_acc: 0.4078, top5_acc: 0.6484, loss_cls: 2.6408, loss: 2.6408, grad_norm: 4.6865 2020-07-27 16:00:33,093 - mmaction - INFO - Epoch [139][1300/3757] lr: 1.284e-02, eta: 1 day, 3:07:05, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4109, top5_acc: 0.6438, loss_cls: 2.6615, loss: 2.6615, grad_norm: 4.6485 2020-07-27 16:00:44,511 - mmaction - INFO - Epoch [139][1320/3757] lr: 1.284e-02, eta: 1 day, 3:06:52, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4109, top5_acc: 0.6508, loss_cls: 2.6309, loss: 2.6309, grad_norm: 4.6620 2020-07-27 16:00:55,966 - mmaction - INFO - Epoch [139][1340/3757] lr: 1.284e-02, eta: 1 day, 3:06:39, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4172, top5_acc: 0.6375, loss_cls: 2.6928, loss: 2.6928, grad_norm: 4.6809 2020-07-27 16:01:07,324 - mmaction - INFO - Epoch [139][1360/3757] lr: 1.284e-02, eta: 1 day, 3:06:26, time: 0.567, data_time: 0.001, memory: 5232, top1_acc: 0.3961, top5_acc: 0.6320, loss_cls: 2.7213, loss: 2.7213, grad_norm: 4.5614 2020-07-27 16:01:18,778 - mmaction - INFO - Epoch [139][1380/3757] lr: 1.284e-02, eta: 1 day, 3:06:14, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4156, top5_acc: 0.6633, loss_cls: 2.5982, loss: 2.5982, grad_norm: 4.6334 2020-07-27 16:01:30,148 - mmaction - INFO - Epoch [139][1400/3757] lr: 1.284e-02, eta: 1 day, 3:06:01, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4133, top5_acc: 0.6922, loss_cls: 2.5742, loss: 2.5742, grad_norm: 4.5829 2020-07-27 16:01:41,602 - mmaction - INFO - Epoch [139][1420/3757] lr: 1.284e-02, eta: 1 day, 3:05:48, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4242, top5_acc: 0.6734, loss_cls: 2.4754, loss: 2.4754, grad_norm: 4.3877 2020-07-27 16:01:53,030 - mmaction - INFO - Epoch [139][1440/3757] lr: 1.284e-02, eta: 1 day, 3:05:35, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4148, top5_acc: 0.6344, loss_cls: 2.6932, loss: 2.6932, grad_norm: 4.7117 2020-07-27 16:02:04,398 - mmaction - INFO - Epoch [139][1460/3757] lr: 1.284e-02, eta: 1 day, 3:05:22, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4031, top5_acc: 0.6500, loss_cls: 2.6514, loss: 2.6514, grad_norm: 4.7908 2020-07-27 16:02:15,871 - mmaction - INFO - Epoch [139][1480/3757] lr: 1.284e-02, eta: 1 day, 3:05:09, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4023, top5_acc: 0.6531, loss_cls: 2.7137, loss: 2.7137, grad_norm: 4.7915 2020-07-27 16:02:27,348 - mmaction - INFO - Epoch [139][1500/3757] lr: 1.284e-02, eta: 1 day, 3:04:56, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4102, top5_acc: 0.6555, loss_cls: 2.6732, loss: 2.6732, grad_norm: 4.7295 2020-07-27 16:02:38,875 - mmaction - INFO - Epoch [139][1520/3757] lr: 1.284e-02, eta: 1 day, 3:04:43, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4211, top5_acc: 0.6805, loss_cls: 2.5674, loss: 2.5674, grad_norm: 4.5684 2020-07-27 16:02:50,352 - mmaction - INFO - Epoch [139][1540/3757] lr: 1.284e-02, eta: 1 day, 3:04:30, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3945, top5_acc: 0.6641, loss_cls: 2.6382, loss: 2.6382, grad_norm: 4.7510 2020-07-27 16:03:01,851 - mmaction - INFO - Epoch [139][1560/3757] lr: 1.284e-02, eta: 1 day, 3:04:18, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4086, top5_acc: 0.6859, loss_cls: 2.5454, loss: 2.5454, grad_norm: 4.6771 2020-07-27 16:03:13,203 - mmaction - INFO - Epoch [139][1580/3757] lr: 1.284e-02, eta: 1 day, 3:04:05, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.4172, top5_acc: 0.6680, loss_cls: 2.6342, loss: 2.6342, grad_norm: 4.7859 2020-07-27 16:03:24,783 - mmaction - INFO - Epoch [139][1600/3757] lr: 1.284e-02, eta: 1 day, 3:03:52, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.4148, top5_acc: 0.6477, loss_cls: 2.7137, loss: 2.7137, grad_norm: 4.9568 2020-07-27 16:03:36,204 - mmaction - INFO - Epoch [139][1620/3757] lr: 1.284e-02, eta: 1 day, 3:03:39, time: 0.571, data_time: 0.001, memory: 5232, top1_acc: 0.3945, top5_acc: 0.6430, loss_cls: 2.7782, loss: 2.7782, grad_norm: 4.8994 2020-07-27 16:03:47,581 - mmaction - INFO - Epoch [139][1640/3757] lr: 1.284e-02, eta: 1 day, 3:03:26, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3992, top5_acc: 0.6414, loss_cls: 2.6648, loss: 2.6648, grad_norm: 4.7652 2020-07-27 16:03:59,034 - mmaction - INFO - Epoch [139][1660/3757] lr: 1.284e-02, eta: 1 day, 3:03:13, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.4094, top5_acc: 0.6648, loss_cls: 2.6223, loss: 2.6223, grad_norm: 4.6820 2020-07-27 16:04:10,460 - mmaction - INFO - Epoch [139][1680/3757] lr: 1.284e-02, eta: 1 day, 3:03:00, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4117, top5_acc: 0.6438, loss_cls: 2.6628, loss: 2.6628, grad_norm: 4.6140 2020-07-27 16:04:22,060 - mmaction - INFO - Epoch [139][1700/3757] lr: 1.284e-02, eta: 1 day, 3:02:47, time: 0.580, data_time: 0.016, memory: 5232, top1_acc: 0.4156, top5_acc: 0.6539, loss_cls: 2.6345, loss: 2.6345, grad_norm: 4.6345 2020-07-27 16:04:33,513 - mmaction - INFO - Epoch [139][1720/3757] lr: 1.284e-02, eta: 1 day, 3:02:34, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.4172, top5_acc: 0.6500, loss_cls: 2.6163, loss: 2.6163, grad_norm: 4.6642 2020-07-27 16:04:44,961 - mmaction - INFO - Epoch [139][1740/3757] lr: 1.284e-02, eta: 1 day, 3:02:22, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4047, top5_acc: 0.6477, loss_cls: 2.7200, loss: 2.7200, grad_norm: 4.8995 2020-07-27 16:04:56,382 - mmaction - INFO - Epoch [139][1760/3757] lr: 1.284e-02, eta: 1 day, 3:02:09, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4406, top5_acc: 0.6664, loss_cls: 2.5494, loss: 2.5494, grad_norm: 4.5888 2020-07-27 16:05:07,901 - mmaction - INFO - Epoch [139][1780/3757] lr: 1.284e-02, eta: 1 day, 3:01:56, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.4320, top5_acc: 0.6641, loss_cls: 2.6004, loss: 2.6004, grad_norm: 4.7878 2020-07-27 16:05:19,339 - mmaction - INFO - Epoch [139][1800/3757] lr: 1.284e-02, eta: 1 day, 3:01:43, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4156, top5_acc: 0.6625, loss_cls: 2.5973, loss: 2.5973, grad_norm: 4.8057 2020-07-27 16:05:30,698 - mmaction - INFO - Epoch [139][1820/3757] lr: 1.284e-02, eta: 1 day, 3:01:30, time: 0.568, data_time: 0.001, memory: 5232, top1_acc: 0.4117, top5_acc: 0.6562, loss_cls: 2.6563, loss: 2.6563, grad_norm: 4.8513 2020-07-27 16:05:42,164 - mmaction - INFO - Epoch [139][1840/3757] lr: 1.284e-02, eta: 1 day, 3:01:17, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4406, top5_acc: 0.6742, loss_cls: 2.5362, loss: 2.5362, grad_norm: 4.6492 2020-07-27 16:05:53,924 - mmaction - INFO - Epoch [139][1860/3757] lr: 1.284e-02, eta: 1 day, 3:01:04, time: 0.588, data_time: 0.024, memory: 5232, top1_acc: 0.4031, top5_acc: 0.6352, loss_cls: 2.7203, loss: 2.7203, grad_norm: 4.7670 2020-07-27 16:06:05,747 - mmaction - INFO - Epoch [139][1880/3757] lr: 1.284e-02, eta: 1 day, 3:00:52, time: 0.590, data_time: 0.016, memory: 5232, top1_acc: 0.4180, top5_acc: 0.6523, loss_cls: 2.6544, loss: 2.6544, grad_norm: 4.6893 2020-07-27 16:06:17,616 - mmaction - INFO - Epoch [139][1900/3757] lr: 1.284e-02, eta: 1 day, 3:00:39, time: 0.594, data_time: 0.024, memory: 5232, top1_acc: 0.4219, top5_acc: 0.6484, loss_cls: 2.6084, loss: 2.6084, grad_norm: 4.6693 2020-07-27 16:06:29,385 - mmaction - INFO - Epoch [139][1920/3757] lr: 1.284e-02, eta: 1 day, 3:00:26, time: 0.588, data_time: 0.013, memory: 5232, top1_acc: 0.3797, top5_acc: 0.6281, loss_cls: 2.7834, loss: 2.7834, grad_norm: 4.9003 2020-07-27 16:06:41,172 - mmaction - INFO - Epoch [139][1940/3757] lr: 1.284e-02, eta: 1 day, 3:00:13, time: 0.590, data_time: 0.025, memory: 5232, top1_acc: 0.4313, top5_acc: 0.6680, loss_cls: 2.5741, loss: 2.5741, grad_norm: 4.5867 2020-07-27 16:06:52,899 - mmaction - INFO - Epoch [139][1960/3757] lr: 1.284e-02, eta: 1 day, 3:00:01, time: 0.587, data_time: 0.015, memory: 5232, top1_acc: 0.4125, top5_acc: 0.6531, loss_cls: 2.6420, loss: 2.6420, grad_norm: 4.7417 2020-07-27 16:07:04,699 - mmaction - INFO - Epoch [139][1980/3757] lr: 1.284e-02, eta: 1 day, 2:59:48, time: 0.590, data_time: 0.022, memory: 5232, top1_acc: 0.4383, top5_acc: 0.6602, loss_cls: 2.6324, loss: 2.6324, grad_norm: 4.5060 2020-07-27 16:07:16,122 - mmaction - INFO - Epoch [139][2000/3757] lr: 1.284e-02, eta: 1 day, 2:59:35, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4062, top5_acc: 0.6430, loss_cls: 2.6945, loss: 2.6945, grad_norm: 4.7548 2020-07-27 16:07:27,564 - mmaction - INFO - Epoch [139][2020/3757] lr: 1.284e-02, eta: 1 day, 2:59:22, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4430, top5_acc: 0.6734, loss_cls: 2.5656, loss: 2.5656, grad_norm: 4.6551 2020-07-27 16:07:38,966 - mmaction - INFO - Epoch [139][2040/3757] lr: 1.284e-02, eta: 1 day, 2:59:09, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4188, top5_acc: 0.6547, loss_cls: 2.6775, loss: 2.6775, grad_norm: 4.7949 2020-07-27 16:07:50,326 - mmaction - INFO - Epoch [139][2060/3757] lr: 1.284e-02, eta: 1 day, 2:58:56, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4008, top5_acc: 0.6438, loss_cls: 2.6878, loss: 2.6878, grad_norm: 4.8130 2020-07-27 16:08:01,753 - mmaction - INFO - Epoch [139][2080/3757] lr: 1.284e-02, eta: 1 day, 2:58:43, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4070, top5_acc: 0.6625, loss_cls: 2.6464, loss: 2.6464, grad_norm: 4.8163 2020-07-27 16:08:13,258 - mmaction - INFO - Epoch [139][2100/3757] lr: 1.284e-02, eta: 1 day, 2:58:31, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.4125, top5_acc: 0.6594, loss_cls: 2.6369, loss: 2.6369, grad_norm: 4.8686 2020-07-27 16:08:24,751 - mmaction - INFO - Epoch [139][2120/3757] lr: 1.284e-02, eta: 1 day, 2:58:18, time: 0.575, data_time: 0.008, memory: 5232, top1_acc: 0.4313, top5_acc: 0.6609, loss_cls: 2.5641, loss: 2.5641, grad_norm: 4.7365 2020-07-27 16:08:36,134 - mmaction - INFO - Epoch [139][2140/3757] lr: 1.284e-02, eta: 1 day, 2:58:05, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4156, top5_acc: 0.6500, loss_cls: 2.6856, loss: 2.6856, grad_norm: 4.7499 2020-07-27 16:08:47,541 - mmaction - INFO - Epoch [139][2160/3757] lr: 1.284e-02, eta: 1 day, 2:57:52, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.4055, top5_acc: 0.6328, loss_cls: 2.7284, loss: 2.7284, grad_norm: 4.7324 2020-07-27 16:08:58,977 - mmaction - INFO - Epoch [139][2180/3757] lr: 1.284e-02, eta: 1 day, 2:57:39, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4070, top5_acc: 0.6453, loss_cls: 2.7439, loss: 2.7439, grad_norm: 4.5752 2020-07-27 16:09:10,425 - mmaction - INFO - Epoch [139][2200/3757] lr: 1.284e-02, eta: 1 day, 2:57:26, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4133, top5_acc: 0.6281, loss_cls: 2.6938, loss: 2.6938, grad_norm: 4.7226 2020-07-27 16:09:21,841 - mmaction - INFO - Epoch [139][2220/3757] lr: 1.284e-02, eta: 1 day, 2:57:13, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4289, top5_acc: 0.6703, loss_cls: 2.5705, loss: 2.5705, grad_norm: 4.4809 2020-07-27 16:09:34,323 - mmaction - INFO - Epoch [139][2240/3757] lr: 1.284e-02, eta: 1 day, 2:57:01, time: 0.624, data_time: 0.003, memory: 5232, top1_acc: 0.4047, top5_acc: 0.6289, loss_cls: 2.7461, loss: 2.7461, grad_norm: 4.6661 2020-07-27 16:09:46,966 - mmaction - INFO - Epoch [139][2260/3757] lr: 1.284e-02, eta: 1 day, 2:56:48, time: 0.632, data_time: 0.003, memory: 5232, top1_acc: 0.4313, top5_acc: 0.6664, loss_cls: 2.5630, loss: 2.5630, grad_norm: 4.4997 2020-07-27 16:09:58,456 - mmaction - INFO - Epoch [139][2280/3757] lr: 1.284e-02, eta: 1 day, 2:56:35, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4133, top5_acc: 0.6680, loss_cls: 2.5984, loss: 2.5984, grad_norm: 4.5533 2020-07-27 16:10:10,654 - mmaction - INFO - Epoch [139][2300/3757] lr: 1.284e-02, eta: 1 day, 2:56:23, time: 0.610, data_time: 0.003, memory: 5232, top1_acc: 0.4117, top5_acc: 0.6664, loss_cls: 2.5850, loss: 2.5850, grad_norm: 4.6074 2020-07-27 16:10:22,095 - mmaction - INFO - Epoch [139][2320/3757] lr: 1.284e-02, eta: 1 day, 2:56:10, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4234, top5_acc: 0.6609, loss_cls: 2.6391, loss: 2.6391, grad_norm: 4.8819 2020-07-27 16:10:33,525 - mmaction - INFO - Epoch [139][2340/3757] lr: 1.284e-02, eta: 1 day, 2:55:57, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3992, top5_acc: 0.6492, loss_cls: 2.7430, loss: 2.7430, grad_norm: 4.9881 2020-07-27 16:10:45,831 - mmaction - INFO - Epoch [139][2360/3757] lr: 1.284e-02, eta: 1 day, 2:55:45, time: 0.615, data_time: 0.003, memory: 5232, top1_acc: 0.4195, top5_acc: 0.6453, loss_cls: 2.6836, loss: 2.6836, grad_norm: 4.7309 2020-07-27 16:10:58,280 - mmaction - INFO - Epoch [139][2380/3757] lr: 1.284e-02, eta: 1 day, 2:55:32, time: 0.622, data_time: 0.003, memory: 5232, top1_acc: 0.4437, top5_acc: 0.6586, loss_cls: 2.6048, loss: 2.6048, grad_norm: 4.7356 2020-07-27 16:11:10,697 - mmaction - INFO - Epoch [139][2400/3757] lr: 1.284e-02, eta: 1 day, 2:55:20, time: 0.621, data_time: 0.003, memory: 5232, top1_acc: 0.4227, top5_acc: 0.6469, loss_cls: 2.6538, loss: 2.6538, grad_norm: 4.5808 2020-07-27 16:11:22,168 - mmaction - INFO - Epoch [139][2420/3757] lr: 1.284e-02, eta: 1 day, 2:55:07, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.3945, top5_acc: 0.6469, loss_cls: 2.6717, loss: 2.6717, grad_norm: 4.5659 2020-07-27 16:11:35,293 - mmaction - INFO - Epoch [139][2440/3757] lr: 1.284e-02, eta: 1 day, 2:54:54, time: 0.656, data_time: 0.003, memory: 5232, top1_acc: 0.4242, top5_acc: 0.6500, loss_cls: 2.6902, loss: 2.6902, grad_norm: 4.6541 2020-07-27 16:11:48,104 - mmaction - INFO - Epoch [139][2460/3757] lr: 1.284e-02, eta: 1 day, 2:54:42, time: 0.640, data_time: 0.075, memory: 5232, top1_acc: 0.3953, top5_acc: 0.6375, loss_cls: 2.7226, loss: 2.7226, grad_norm: 4.7915 2020-07-27 16:11:59,740 - mmaction - INFO - Epoch [139][2480/3757] lr: 1.284e-02, eta: 1 day, 2:54:29, time: 0.582, data_time: 0.003, memory: 5232, top1_acc: 0.4031, top5_acc: 0.6523, loss_cls: 2.6461, loss: 2.6461, grad_norm: 4.6604 2020-07-27 16:12:11,139 - mmaction - INFO - Epoch [139][2500/3757] lr: 1.284e-02, eta: 1 day, 2:54:16, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4031, top5_acc: 0.6781, loss_cls: 2.6034, loss: 2.6034, grad_norm: 4.7082 2020-07-27 16:12:22,666 - mmaction - INFO - Epoch [139][2520/3757] lr: 1.284e-02, eta: 1 day, 2:54:04, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4094, top5_acc: 0.6508, loss_cls: 2.6483, loss: 2.6483, grad_norm: 4.6461 2020-07-27 16:12:34,041 - mmaction - INFO - Epoch [139][2540/3757] lr: 1.284e-02, eta: 1 day, 2:53:51, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4086, top5_acc: 0.6398, loss_cls: 2.6949, loss: 2.6949, grad_norm: 4.7621 2020-07-27 16:12:45,369 - mmaction - INFO - Epoch [139][2560/3757] lr: 1.284e-02, eta: 1 day, 2:53:38, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4203, top5_acc: 0.6570, loss_cls: 2.5745, loss: 2.5745, grad_norm: 4.6373 2020-07-27 16:12:58,249 - mmaction - INFO - Epoch [139][2580/3757] lr: 1.284e-02, eta: 1 day, 2:53:25, time: 0.645, data_time: 0.003, memory: 5232, top1_acc: 0.4055, top5_acc: 0.6422, loss_cls: 2.6853, loss: 2.6853, grad_norm: 4.6420 2020-07-27 16:13:09,747 - mmaction - INFO - Epoch [139][2600/3757] lr: 1.284e-02, eta: 1 day, 2:53:13, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3984, top5_acc: 0.6367, loss_cls: 2.7585, loss: 2.7585, grad_norm: 4.6995 2020-07-27 16:13:21,369 - mmaction - INFO - Epoch [139][2620/3757] lr: 1.284e-02, eta: 1 day, 2:53:00, time: 0.582, data_time: 0.003, memory: 5232, top1_acc: 0.4000, top5_acc: 0.6383, loss_cls: 2.7387, loss: 2.7387, grad_norm: 4.7698 2020-07-27 16:13:32,718 - mmaction - INFO - Epoch [139][2640/3757] lr: 1.284e-02, eta: 1 day, 2:52:47, time: 0.567, data_time: 0.001, memory: 5232, top1_acc: 0.4055, top5_acc: 0.6273, loss_cls: 2.7334, loss: 2.7334, grad_norm: 4.8060 2020-07-27 16:13:44,155 - mmaction - INFO - Epoch [139][2660/3757] lr: 1.284e-02, eta: 1 day, 2:52:34, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3992, top5_acc: 0.6320, loss_cls: 2.7096, loss: 2.7096, grad_norm: 4.7233 2020-07-27 16:13:55,646 - mmaction - INFO - Epoch [139][2680/3757] lr: 1.284e-02, eta: 1 day, 2:52:21, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4000, top5_acc: 0.6359, loss_cls: 2.7727, loss: 2.7727, grad_norm: 4.7253 2020-07-27 16:14:07,090 - mmaction - INFO - Epoch [139][2700/3757] lr: 1.284e-02, eta: 1 day, 2:52:08, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4156, top5_acc: 0.6531, loss_cls: 2.6520, loss: 2.6520, grad_norm: 4.6872 2020-07-27 16:14:18,602 - mmaction - INFO - Epoch [139][2720/3757] lr: 1.284e-02, eta: 1 day, 2:51:55, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3977, top5_acc: 0.6453, loss_cls: 2.7450, loss: 2.7450, grad_norm: 4.7442 2020-07-27 16:14:30,557 - mmaction - INFO - Epoch [139][2740/3757] lr: 1.284e-02, eta: 1 day, 2:51:43, time: 0.597, data_time: 0.033, memory: 5232, top1_acc: 0.4172, top5_acc: 0.6469, loss_cls: 2.7081, loss: 2.7081, grad_norm: 4.6631 2020-07-27 16:14:41,989 - mmaction - INFO - Epoch [139][2760/3757] lr: 1.284e-02, eta: 1 day, 2:51:30, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4180, top5_acc: 0.6562, loss_cls: 2.6247, loss: 2.6247, grad_norm: 4.7002 2020-07-27 16:14:54,361 - mmaction - INFO - Epoch [139][2780/3757] lr: 1.284e-02, eta: 1 day, 2:51:17, time: 0.619, data_time: 0.003, memory: 5232, top1_acc: 0.4125, top5_acc: 0.6625, loss_cls: 2.6395, loss: 2.6395, grad_norm: 4.5697 2020-07-27 16:15:05,810 - mmaction - INFO - Epoch [139][2800/3757] lr: 1.284e-02, eta: 1 day, 2:51:04, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4211, top5_acc: 0.6719, loss_cls: 2.5303, loss: 2.5303, grad_norm: 4.7663 2020-07-27 16:15:17,333 - mmaction - INFO - Epoch [139][2820/3757] lr: 1.284e-02, eta: 1 day, 2:50:51, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.4352, top5_acc: 0.6617, loss_cls: 2.5896, loss: 2.5896, grad_norm: 4.6583 2020-07-27 16:15:29,655 - mmaction - INFO - Epoch [139][2840/3757] lr: 1.284e-02, eta: 1 day, 2:50:39, time: 0.617, data_time: 0.001, memory: 5232, top1_acc: 0.4117, top5_acc: 0.6453, loss_cls: 2.6849, loss: 2.6849, grad_norm: 4.7395 2020-07-27 16:15:42,062 - mmaction - INFO - Epoch [139][2860/3757] lr: 1.284e-02, eta: 1 day, 2:50:26, time: 0.620, data_time: 0.056, memory: 5232, top1_acc: 0.4258, top5_acc: 0.6469, loss_cls: 2.6547, loss: 2.6547, grad_norm: 4.6418 2020-07-27 16:15:53,328 - mmaction - INFO - Epoch [139][2880/3757] lr: 1.284e-02, eta: 1 day, 2:50:13, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.4156, top5_acc: 0.6648, loss_cls: 2.6015, loss: 2.6015, grad_norm: 4.7731 2020-07-27 16:16:04,559 - mmaction - INFO - Epoch [139][2900/3757] lr: 1.284e-02, eta: 1 day, 2:50:01, time: 0.562, data_time: 0.004, memory: 5232, top1_acc: 0.3828, top5_acc: 0.6438, loss_cls: 2.7434, loss: 2.7434, grad_norm: 4.8019 2020-07-27 16:16:17,336 - mmaction - INFO - Epoch [139][2920/3757] lr: 1.284e-02, eta: 1 day, 2:49:48, time: 0.639, data_time: 0.003, memory: 5232, top1_acc: 0.4195, top5_acc: 0.6789, loss_cls: 2.5686, loss: 2.5686, grad_norm: 4.6912 2020-07-27 16:16:28,492 - mmaction - INFO - Epoch [139][2940/3757] lr: 1.284e-02, eta: 1 day, 2:49:35, time: 0.558, data_time: 0.003, memory: 5232, top1_acc: 0.4023, top5_acc: 0.6500, loss_cls: 2.6780, loss: 2.6780, grad_norm: 4.8082 2020-07-27 16:16:39,673 - mmaction - INFO - Epoch [139][2960/3757] lr: 1.284e-02, eta: 1 day, 2:49:22, time: 0.559, data_time: 0.003, memory: 5232, top1_acc: 0.4297, top5_acc: 0.6633, loss_cls: 2.6243, loss: 2.6243, grad_norm: 4.7336 2020-07-27 16:16:51,017 - mmaction - INFO - Epoch [139][2980/3757] lr: 1.284e-02, eta: 1 day, 2:49:09, time: 0.566, data_time: 0.009, memory: 5232, top1_acc: 0.4297, top5_acc: 0.6547, loss_cls: 2.6480, loss: 2.6480, grad_norm: 4.6260 2020-07-27 16:17:03,943 - mmaction - INFO - Epoch [139][3000/3757] lr: 1.284e-02, eta: 1 day, 2:48:57, time: 0.647, data_time: 0.004, memory: 5232, top1_acc: 0.4055, top5_acc: 0.6477, loss_cls: 2.7339, loss: 2.7339, grad_norm: 4.8684 2020-07-27 16:17:15,163 - mmaction - INFO - Epoch [139][3020/3757] lr: 1.284e-02, eta: 1 day, 2:48:44, time: 0.561, data_time: 0.003, memory: 5232, top1_acc: 0.4266, top5_acc: 0.6758, loss_cls: 2.5702, loss: 2.5702, grad_norm: 4.6059 2020-07-27 16:17:26,567 - mmaction - INFO - Epoch [139][3040/3757] lr: 1.284e-02, eta: 1 day, 2:48:31, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.4203, top5_acc: 0.6633, loss_cls: 2.5538, loss: 2.5538, grad_norm: 4.6318 2020-07-27 16:17:38,076 - mmaction - INFO - Epoch [139][3060/3757] lr: 1.284e-02, eta: 1 day, 2:48:18, time: 0.576, data_time: 0.013, memory: 5232, top1_acc: 0.4031, top5_acc: 0.6500, loss_cls: 2.6970, loss: 2.6970, grad_norm: 4.7549 2020-07-27 16:17:49,529 - mmaction - INFO - Epoch [139][3080/3757] lr: 1.284e-02, eta: 1 day, 2:48:05, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.4039, top5_acc: 0.6516, loss_cls: 2.6342, loss: 2.6342, grad_norm: 4.6569 2020-07-27 16:18:00,929 - mmaction - INFO - Epoch [139][3100/3757] lr: 1.284e-02, eta: 1 day, 2:47:52, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.4273, top5_acc: 0.6367, loss_cls: 2.6776, loss: 2.6776, grad_norm: 4.6919 2020-07-27 16:18:12,323 - mmaction - INFO - Epoch [139][3120/3757] lr: 1.284e-02, eta: 1 day, 2:47:40, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3891, top5_acc: 0.6336, loss_cls: 2.7281, loss: 2.7281, grad_norm: 4.7721 2020-07-27 16:18:23,742 - mmaction - INFO - Epoch [139][3140/3757] lr: 1.284e-02, eta: 1 day, 2:47:27, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4117, top5_acc: 0.6570, loss_cls: 2.6333, loss: 2.6333, grad_norm: 4.6356 2020-07-27 16:18:35,233 - mmaction - INFO - Epoch [139][3160/3757] lr: 1.284e-02, eta: 1 day, 2:47:14, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4172, top5_acc: 0.6703, loss_cls: 2.6276, loss: 2.6276, grad_norm: 4.6977 2020-07-27 16:18:46,721 - mmaction - INFO - Epoch [139][3180/3757] lr: 1.284e-02, eta: 1 day, 2:47:01, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4234, top5_acc: 0.6484, loss_cls: 2.6880, loss: 2.6880, grad_norm: 4.7618 2020-07-27 16:18:58,134 - mmaction - INFO - Epoch [139][3200/3757] lr: 1.284e-02, eta: 1 day, 2:46:48, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4203, top5_acc: 0.6586, loss_cls: 2.6348, loss: 2.6348, grad_norm: 4.5667 2020-07-27 16:19:09,586 - mmaction - INFO - Epoch [139][3220/3757] lr: 1.284e-02, eta: 1 day, 2:46:35, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.4094, top5_acc: 0.6445, loss_cls: 2.6447, loss: 2.6447, grad_norm: 4.6795 2020-07-27 16:19:20,952 - mmaction - INFO - Epoch [139][3240/3757] lr: 1.284e-02, eta: 1 day, 2:46:22, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4273, top5_acc: 0.6687, loss_cls: 2.6145, loss: 2.6145, grad_norm: 4.7570 2020-07-27 16:19:32,427 - mmaction - INFO - Epoch [139][3260/3757] lr: 1.284e-02, eta: 1 day, 2:46:09, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4078, top5_acc: 0.6344, loss_cls: 2.6948, loss: 2.6948, grad_norm: 4.6495 2020-07-27 16:19:43,903 - mmaction - INFO - Epoch [139][3280/3757] lr: 1.284e-02, eta: 1 day, 2:45:57, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4094, top5_acc: 0.6469, loss_cls: 2.7312, loss: 2.7312, grad_norm: 4.8362 2020-07-27 16:19:55,409 - mmaction - INFO - Epoch [139][3300/3757] lr: 1.284e-02, eta: 1 day, 2:45:44, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3836, top5_acc: 0.6359, loss_cls: 2.7559, loss: 2.7559, grad_norm: 4.8250 2020-07-27 16:20:06,850 - mmaction - INFO - Epoch [139][3320/3757] lr: 1.284e-02, eta: 1 day, 2:45:31, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4148, top5_acc: 0.6438, loss_cls: 2.6633, loss: 2.6633, grad_norm: 4.6762 2020-07-27 16:20:18,248 - mmaction - INFO - Epoch [139][3340/3757] lr: 1.284e-02, eta: 1 day, 2:45:18, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4148, top5_acc: 0.6773, loss_cls: 2.5823, loss: 2.5823, grad_norm: 4.7432 2020-07-27 16:20:29,786 - mmaction - INFO - Epoch [139][3360/3757] lr: 1.284e-02, eta: 1 day, 2:45:05, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.4313, top5_acc: 0.6602, loss_cls: 2.5961, loss: 2.5961, grad_norm: 4.7743 2020-07-27 16:20:41,312 - mmaction - INFO - Epoch [139][3380/3757] lr: 1.284e-02, eta: 1 day, 2:44:52, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4336, top5_acc: 0.6781, loss_cls: 2.5456, loss: 2.5456, grad_norm: 4.7464 2020-07-27 16:20:52,707 - mmaction - INFO - Epoch [139][3400/3757] lr: 1.284e-02, eta: 1 day, 2:44:39, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4313, top5_acc: 0.6820, loss_cls: 2.5684, loss: 2.5684, grad_norm: 4.6158 2020-07-27 16:21:04,195 - mmaction - INFO - Epoch [139][3420/3757] lr: 1.284e-02, eta: 1 day, 2:44:26, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4070, top5_acc: 0.6414, loss_cls: 2.6800, loss: 2.6800, grad_norm: 4.6906 2020-07-27 16:21:15,536 - mmaction - INFO - Epoch [139][3440/3757] lr: 1.284e-02, eta: 1 day, 2:44:14, time: 0.567, data_time: 0.001, memory: 5232, top1_acc: 0.4188, top5_acc: 0.6500, loss_cls: 2.6315, loss: 2.6315, grad_norm: 4.7548 2020-07-27 16:21:26,965 - mmaction - INFO - Epoch [139][3460/3757] lr: 1.284e-02, eta: 1 day, 2:44:01, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4125, top5_acc: 0.6383, loss_cls: 2.6639, loss: 2.6639, grad_norm: 4.6226 2020-07-27 16:21:38,345 - mmaction - INFO - Epoch [139][3480/3757] lr: 1.284e-02, eta: 1 day, 2:43:48, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4188, top5_acc: 0.6500, loss_cls: 2.6313, loss: 2.6313, grad_norm: 4.5272 2020-07-27 16:21:49,817 - mmaction - INFO - Epoch [139][3500/3757] lr: 1.284e-02, eta: 1 day, 2:43:35, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4242, top5_acc: 0.6531, loss_cls: 2.6279, loss: 2.6279, grad_norm: 4.6413 2020-07-27 16:22:01,249 - mmaction - INFO - Epoch [139][3520/3757] lr: 1.284e-02, eta: 1 day, 2:43:22, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4062, top5_acc: 0.6633, loss_cls: 2.6429, loss: 2.6429, grad_norm: 4.9013 2020-07-27 16:22:12,615 - mmaction - INFO - Epoch [139][3540/3757] lr: 1.284e-02, eta: 1 day, 2:43:09, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4125, top5_acc: 0.6555, loss_cls: 2.6206, loss: 2.6206, grad_norm: 4.6859 2020-07-27 16:22:24,139 - mmaction - INFO - Epoch [139][3560/3757] lr: 1.284e-02, eta: 1 day, 2:42:56, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.3867, top5_acc: 0.6406, loss_cls: 2.6843, loss: 2.6843, grad_norm: 4.6540 2020-07-27 16:22:35,570 - mmaction - INFO - Epoch [139][3580/3757] lr: 1.284e-02, eta: 1 day, 2:42:43, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4000, top5_acc: 0.6531, loss_cls: 2.6597, loss: 2.6597, grad_norm: 4.6992 2020-07-27 16:22:46,888 - mmaction - INFO - Epoch [139][3600/3757] lr: 1.284e-02, eta: 1 day, 2:42:30, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4070, top5_acc: 0.6508, loss_cls: 2.6305, loss: 2.6305, grad_norm: 4.6473 2020-07-27 16:22:58,297 - mmaction - INFO - Epoch [139][3620/3757] lr: 1.284e-02, eta: 1 day, 2:42:18, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.4320, top5_acc: 0.6648, loss_cls: 2.5101, loss: 2.5101, grad_norm: 4.6794 2020-07-27 16:23:09,695 - mmaction - INFO - Epoch [139][3640/3757] lr: 1.284e-02, eta: 1 day, 2:42:05, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4008, top5_acc: 0.6453, loss_cls: 2.6980, loss: 2.6980, grad_norm: 4.7245 2020-07-27 16:23:21,183 - mmaction - INFO - Epoch [139][3660/3757] lr: 1.284e-02, eta: 1 day, 2:41:52, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.4234, top5_acc: 0.6805, loss_cls: 2.5793, loss: 2.5793, grad_norm: 4.7082 2020-07-27 16:23:33,579 - mmaction - INFO - Epoch [139][3680/3757] lr: 1.284e-02, eta: 1 day, 2:41:39, time: 0.620, data_time: 0.054, memory: 5232, top1_acc: 0.4367, top5_acc: 0.6609, loss_cls: 2.5866, loss: 2.5866, grad_norm: 4.5619 2020-07-27 16:23:44,965 - mmaction - INFO - Epoch [139][3700/3757] lr: 1.284e-02, eta: 1 day, 2:41:26, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4133, top5_acc: 0.6523, loss_cls: 2.6166, loss: 2.6166, grad_norm: 4.8720 2020-07-27 16:23:56,468 - mmaction - INFO - Epoch [139][3720/3757] lr: 1.284e-02, eta: 1 day, 2:41:14, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4133, top5_acc: 0.6695, loss_cls: 2.6156, loss: 2.6156, grad_norm: 4.7261 2020-07-27 16:24:07,845 - mmaction - INFO - Epoch [139][3740/3757] lr: 1.284e-02, eta: 1 day, 2:41:01, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4070, top5_acc: 0.6453, loss_cls: 2.6791, loss: 2.6791, grad_norm: 4.7695 2020-07-27 16:28:07,870 - mmaction - INFO - Epoch [140][20/3757] lr: 1.226e-02, eta: 1 day, 2:41:57, time: 11.173, data_time: 10.476, memory: 5232, top1_acc: 0.4125, top5_acc: 0.6578, loss_cls: 2.6185, loss: 2.6185, grad_norm: 4.3501 2020-07-27 16:28:19,222 - mmaction - INFO - Epoch [140][40/3757] lr: 1.226e-02, eta: 1 day, 2:41:44, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4109, top5_acc: 0.6617, loss_cls: 2.5662, loss: 2.5662, grad_norm: 4.7167 2020-07-27 16:28:30,577 - mmaction - INFO - Epoch [140][60/3757] lr: 1.226e-02, eta: 1 day, 2:41:31, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.4289, top5_acc: 0.6641, loss_cls: 2.5631, loss: 2.5631, grad_norm: 4.8467 2020-07-27 16:28:41,932 - mmaction - INFO - Epoch [140][80/3757] lr: 1.226e-02, eta: 1 day, 2:41:18, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.3977, top5_acc: 0.6078, loss_cls: 2.7839, loss: 2.7839, grad_norm: 4.8195 2020-07-27 16:28:54,505 - mmaction - INFO - Epoch [140][100/3757] lr: 1.226e-02, eta: 1 day, 2:41:05, time: 0.628, data_time: 0.003, memory: 5232, top1_acc: 0.4195, top5_acc: 0.6539, loss_cls: 2.6194, loss: 2.6194, grad_norm: 4.6927 2020-07-27 16:29:07,259 - mmaction - INFO - Epoch [140][120/3757] lr: 1.226e-02, eta: 1 day, 2:40:53, time: 0.637, data_time: 0.003, memory: 5232, top1_acc: 0.4008, top5_acc: 0.6227, loss_cls: 2.7378, loss: 2.7378, grad_norm: 4.7171 2020-07-27 16:29:20,514 - mmaction - INFO - Epoch [140][140/3757] lr: 1.226e-02, eta: 1 day, 2:40:41, time: 0.663, data_time: 0.003, memory: 5232, top1_acc: 0.4297, top5_acc: 0.6852, loss_cls: 2.5438, loss: 2.5438, grad_norm: 4.6492 2020-07-27 16:29:31,892 - mmaction - INFO - Epoch [140][160/3757] lr: 1.226e-02, eta: 1 day, 2:40:28, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4070, top5_acc: 0.6734, loss_cls: 2.6535, loss: 2.6535, grad_norm: 4.6503 2020-07-27 16:29:45,381 - mmaction - INFO - Epoch [140][180/3757] lr: 1.226e-02, eta: 1 day, 2:40:16, time: 0.674, data_time: 0.003, memory: 5232, top1_acc: 0.4133, top5_acc: 0.6375, loss_cls: 2.6842, loss: 2.6842, grad_norm: 4.6758 2020-07-27 16:29:56,802 - mmaction - INFO - Epoch [140][200/3757] lr: 1.226e-02, eta: 1 day, 2:40:03, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4047, top5_acc: 0.6547, loss_cls: 2.6560, loss: 2.6560, grad_norm: 4.7953 2020-07-27 16:30:08,255 - mmaction - INFO - Epoch [140][220/3757] lr: 1.226e-02, eta: 1 day, 2:39:50, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4172, top5_acc: 0.6664, loss_cls: 2.5780, loss: 2.5780, grad_norm: 4.7004 2020-07-27 16:30:19,603 - mmaction - INFO - Epoch [140][240/3757] lr: 1.226e-02, eta: 1 day, 2:39:37, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4336, top5_acc: 0.6625, loss_cls: 2.5909, loss: 2.5909, grad_norm: 4.7535 2020-07-27 16:30:30,951 - mmaction - INFO - Epoch [140][260/3757] lr: 1.226e-02, eta: 1 day, 2:39:24, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4016, top5_acc: 0.6562, loss_cls: 2.6603, loss: 2.6603, grad_norm: 4.7827 2020-07-27 16:30:44,295 - mmaction - INFO - Epoch [140][280/3757] lr: 1.226e-02, eta: 1 day, 2:39:12, time: 0.667, data_time: 0.003, memory: 5232, top1_acc: 0.4055, top5_acc: 0.6594, loss_cls: 2.6300, loss: 2.6300, grad_norm: 4.7767 2020-07-27 16:30:55,629 - mmaction - INFO - Epoch [140][300/3757] lr: 1.226e-02, eta: 1 day, 2:38:59, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4188, top5_acc: 0.6578, loss_cls: 2.6474, loss: 2.6474, grad_norm: 4.7655 2020-07-27 16:31:08,151 - mmaction - INFO - Epoch [140][320/3757] lr: 1.226e-02, eta: 1 day, 2:38:47, time: 0.626, data_time: 0.003, memory: 5232, top1_acc: 0.4164, top5_acc: 0.6648, loss_cls: 2.6047, loss: 2.6047, grad_norm: 4.7579 2020-07-27 16:31:19,525 - mmaction - INFO - Epoch [140][340/3757] lr: 1.226e-02, eta: 1 day, 2:38:34, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.3961, top5_acc: 0.6656, loss_cls: 2.6339, loss: 2.6339, grad_norm: 4.8607 2020-07-27 16:31:30,901 - mmaction - INFO - Epoch [140][360/3757] lr: 1.226e-02, eta: 1 day, 2:38:21, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3922, top5_acc: 0.6461, loss_cls: 2.6942, loss: 2.6942, grad_norm: 4.8154 2020-07-27 16:31:47,419 - mmaction - INFO - Epoch [140][380/3757] lr: 1.226e-02, eta: 1 day, 2:38:10, time: 0.826, data_time: 0.262, memory: 5232, top1_acc: 0.4273, top5_acc: 0.6766, loss_cls: 2.5907, loss: 2.5907, grad_norm: 4.7851 2020-07-27 16:31:58,748 - mmaction - INFO - Epoch [140][400/3757] lr: 1.226e-02, eta: 1 day, 2:37:57, time: 0.566, data_time: 0.004, memory: 5232, top1_acc: 0.4367, top5_acc: 0.6742, loss_cls: 2.5235, loss: 2.5235, grad_norm: 4.9016 2020-07-27 16:32:10,140 - mmaction - INFO - Epoch [140][420/3757] lr: 1.226e-02, eta: 1 day, 2:37:44, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.3945, top5_acc: 0.6508, loss_cls: 2.6553, loss: 2.6553, grad_norm: 4.8126 2020-07-27 16:32:21,435 - mmaction - INFO - Epoch [140][440/3757] lr: 1.226e-02, eta: 1 day, 2:37:31, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.4328, top5_acc: 0.6477, loss_cls: 2.6220, loss: 2.6220, grad_norm: 4.7176 2020-07-27 16:32:32,876 - mmaction - INFO - Epoch [140][460/3757] lr: 1.226e-02, eta: 1 day, 2:37:18, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4305, top5_acc: 0.6727, loss_cls: 2.5405, loss: 2.5405, grad_norm: 4.6738 2020-07-27 16:32:44,341 - mmaction - INFO - Epoch [140][480/3757] lr: 1.226e-02, eta: 1 day, 2:37:05, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4164, top5_acc: 0.6602, loss_cls: 2.6067, loss: 2.6067, grad_norm: 4.7295 2020-07-27 16:32:55,800 - mmaction - INFO - Epoch [140][500/3757] lr: 1.226e-02, eta: 1 day, 2:36:52, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4281, top5_acc: 0.6664, loss_cls: 2.6061, loss: 2.6061, grad_norm: 4.7893 2020-07-27 16:33:07,146 - mmaction - INFO - Epoch [140][520/3757] lr: 1.226e-02, eta: 1 day, 2:36:40, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4289, top5_acc: 0.6609, loss_cls: 2.5457, loss: 2.5457, grad_norm: 4.6518 2020-07-27 16:33:18,699 - mmaction - INFO - Epoch [140][540/3757] lr: 1.226e-02, eta: 1 day, 2:36:27, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.4023, top5_acc: 0.6453, loss_cls: 2.7213, loss: 2.7213, grad_norm: 4.8075 2020-07-27 16:33:30,031 - mmaction - INFO - Epoch [140][560/3757] lr: 1.226e-02, eta: 1 day, 2:36:14, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4008, top5_acc: 0.6492, loss_cls: 2.6340, loss: 2.6340, grad_norm: 4.7577 2020-07-27 16:33:41,464 - mmaction - INFO - Epoch [140][580/3757] lr: 1.226e-02, eta: 1 day, 2:36:01, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.4117, top5_acc: 0.6641, loss_cls: 2.5771, loss: 2.5771, grad_norm: 4.9293 2020-07-27 16:33:52,919 - mmaction - INFO - Epoch [140][600/3757] lr: 1.226e-02, eta: 1 day, 2:35:48, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4109, top5_acc: 0.6578, loss_cls: 2.6198, loss: 2.6198, grad_norm: 4.6554 2020-07-27 16:34:04,168 - mmaction - INFO - Epoch [140][620/3757] lr: 1.226e-02, eta: 1 day, 2:35:35, time: 0.563, data_time: 0.001, memory: 5232, top1_acc: 0.4211, top5_acc: 0.6477, loss_cls: 2.6720, loss: 2.6720, grad_norm: 4.6819 2020-07-27 16:34:15,779 - mmaction - INFO - Epoch [140][640/3757] lr: 1.226e-02, eta: 1 day, 2:35:22, time: 0.580, data_time: 0.016, memory: 5232, top1_acc: 0.4055, top5_acc: 0.6469, loss_cls: 2.6823, loss: 2.6823, grad_norm: 4.7080 2020-07-27 16:34:27,175 - mmaction - INFO - Epoch [140][660/3757] lr: 1.226e-02, eta: 1 day, 2:35:09, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4484, top5_acc: 0.6609, loss_cls: 2.5240, loss: 2.5240, grad_norm: 4.6878 2020-07-27 16:34:38,536 - mmaction - INFO - Epoch [140][680/3757] lr: 1.226e-02, eta: 1 day, 2:34:56, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4195, top5_acc: 0.6469, loss_cls: 2.6213, loss: 2.6213, grad_norm: 4.6926 2020-07-27 16:34:49,955 - mmaction - INFO - Epoch [140][700/3757] lr: 1.226e-02, eta: 1 day, 2:34:43, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3797, top5_acc: 0.6438, loss_cls: 2.7139, loss: 2.7139, grad_norm: 4.8735 2020-07-27 16:35:01,343 - mmaction - INFO - Epoch [140][720/3757] lr: 1.226e-02, eta: 1 day, 2:34:31, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4086, top5_acc: 0.6367, loss_cls: 2.7169, loss: 2.7169, grad_norm: 4.6759 2020-07-27 16:35:12,726 - mmaction - INFO - Epoch [140][740/3757] lr: 1.226e-02, eta: 1 day, 2:34:18, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4313, top5_acc: 0.6750, loss_cls: 2.5664, loss: 2.5664, grad_norm: 4.7553 2020-07-27 16:35:24,130 - mmaction - INFO - Epoch [140][760/3757] lr: 1.226e-02, eta: 1 day, 2:34:05, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.4148, top5_acc: 0.6625, loss_cls: 2.5734, loss: 2.5734, grad_norm: 4.6538 2020-07-27 16:35:35,797 - mmaction - INFO - Epoch [140][780/3757] lr: 1.226e-02, eta: 1 day, 2:33:52, time: 0.583, data_time: 0.020, memory: 5232, top1_acc: 0.3875, top5_acc: 0.6484, loss_cls: 2.6973, loss: 2.6973, grad_norm: 4.9627 2020-07-27 16:35:47,205 - mmaction - INFO - Epoch [140][800/3757] lr: 1.226e-02, eta: 1 day, 2:33:39, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4352, top5_acc: 0.6828, loss_cls: 2.4585, loss: 2.4585, grad_norm: 4.7440 2020-07-27 16:35:58,641 - mmaction - INFO - Epoch [140][820/3757] lr: 1.226e-02, eta: 1 day, 2:33:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4430, top5_acc: 0.6766, loss_cls: 2.5260, loss: 2.5260, grad_norm: 4.7006 2020-07-27 16:36:10,037 - mmaction - INFO - Epoch [140][840/3757] lr: 1.226e-02, eta: 1 day, 2:33:13, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4148, top5_acc: 0.6602, loss_cls: 2.6194, loss: 2.6194, grad_norm: 4.9136 2020-07-27 16:36:21,414 - mmaction - INFO - Epoch [140][860/3757] lr: 1.226e-02, eta: 1 day, 2:33:00, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.4125, top5_acc: 0.6516, loss_cls: 2.6840, loss: 2.6840, grad_norm: 4.8696 2020-07-27 16:36:32,795 - mmaction - INFO - Epoch [140][880/3757] lr: 1.226e-02, eta: 1 day, 2:32:47, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3984, top5_acc: 0.6570, loss_cls: 2.6595, loss: 2.6595, grad_norm: 4.7486 2020-07-27 16:36:44,206 - mmaction - INFO - Epoch [140][900/3757] lr: 1.226e-02, eta: 1 day, 2:32:35, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.4172, top5_acc: 0.6578, loss_cls: 2.5923, loss: 2.5923, grad_norm: 4.8863 2020-07-27 16:36:55,954 - mmaction - INFO - Epoch [140][920/3757] lr: 1.226e-02, eta: 1 day, 2:32:22, time: 0.587, data_time: 0.020, memory: 5232, top1_acc: 0.4203, top5_acc: 0.6758, loss_cls: 2.5533, loss: 2.5533, grad_norm: 4.8511 2020-07-27 16:37:07,317 - mmaction - INFO - Epoch [140][940/3757] lr: 1.226e-02, eta: 1 day, 2:32:09, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4203, top5_acc: 0.6438, loss_cls: 2.6384, loss: 2.6384, grad_norm: 4.8451 2020-07-27 16:37:18,707 - mmaction - INFO - Epoch [140][960/3757] lr: 1.226e-02, eta: 1 day, 2:31:56, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4234, top5_acc: 0.6555, loss_cls: 2.5834, loss: 2.5834, grad_norm: 4.7066 2020-07-27 16:37:30,093 - mmaction - INFO - Epoch [140][980/3757] lr: 1.226e-02, eta: 1 day, 2:31:43, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4188, top5_acc: 0.6594, loss_cls: 2.6463, loss: 2.6463, grad_norm: 4.7433 2020-07-27 16:37:41,555 - mmaction - INFO - Epoch [140][1000/3757] lr: 1.226e-02, eta: 1 day, 2:31:30, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4273, top5_acc: 0.6578, loss_cls: 2.6070, loss: 2.6070, grad_norm: 4.6668 2020-07-27 16:37:52,984 - mmaction - INFO - Epoch [140][1020/3757] lr: 1.226e-02, eta: 1 day, 2:31:17, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4078, top5_acc: 0.6555, loss_cls: 2.6638, loss: 2.6638, grad_norm: 4.8733 2020-07-27 16:38:04,517 - mmaction - INFO - Epoch [140][1040/3757] lr: 1.226e-02, eta: 1 day, 2:31:04, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.4070, top5_acc: 0.6477, loss_cls: 2.7047, loss: 2.7047, grad_norm: 4.7965 2020-07-27 16:38:15,847 - mmaction - INFO - Epoch [140][1060/3757] lr: 1.226e-02, eta: 1 day, 2:30:51, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4344, top5_acc: 0.6687, loss_cls: 2.5615, loss: 2.5615, grad_norm: 4.6823 2020-07-27 16:38:27,318 - mmaction - INFO - Epoch [140][1080/3757] lr: 1.226e-02, eta: 1 day, 2:30:39, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4273, top5_acc: 0.6695, loss_cls: 2.5587, loss: 2.5587, grad_norm: 4.7233 2020-07-27 16:38:38,689 - mmaction - INFO - Epoch [140][1100/3757] lr: 1.226e-02, eta: 1 day, 2:30:26, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.4328, top5_acc: 0.6883, loss_cls: 2.5293, loss: 2.5293, grad_norm: 4.6174 2020-07-27 16:38:50,103 - mmaction - INFO - Epoch [140][1120/3757] lr: 1.226e-02, eta: 1 day, 2:30:13, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4391, top5_acc: 0.6820, loss_cls: 2.5258, loss: 2.5258, grad_norm: 4.6723 2020-07-27 16:39:01,479 - mmaction - INFO - Epoch [140][1140/3757] lr: 1.226e-02, eta: 1 day, 2:30:00, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4172, top5_acc: 0.6641, loss_cls: 2.6272, loss: 2.6272, grad_norm: 4.6655 2020-07-27 16:39:12,994 - mmaction - INFO - Epoch [140][1160/3757] lr: 1.226e-02, eta: 1 day, 2:29:47, time: 0.575, data_time: 0.014, memory: 5232, top1_acc: 0.4031, top5_acc: 0.6422, loss_cls: 2.7542, loss: 2.7542, grad_norm: 4.9287 2020-07-27 16:39:24,452 - mmaction - INFO - Epoch [140][1180/3757] lr: 1.226e-02, eta: 1 day, 2:29:34, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4148, top5_acc: 0.6469, loss_cls: 2.6649, loss: 2.6649, grad_norm: 4.7529 2020-07-27 16:39:35,913 - mmaction - INFO - Epoch [140][1200/3757] lr: 1.226e-02, eta: 1 day, 2:29:21, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4320, top5_acc: 0.6445, loss_cls: 2.6610, loss: 2.6610, grad_norm: 4.7308 2020-07-27 16:39:47,310 - mmaction - INFO - Epoch [140][1220/3757] lr: 1.226e-02, eta: 1 day, 2:29:08, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4164, top5_acc: 0.6562, loss_cls: 2.6206, loss: 2.6206, grad_norm: 4.7313 2020-07-27 16:39:58,891 - mmaction - INFO - Epoch [140][1240/3757] lr: 1.226e-02, eta: 1 day, 2:28:56, time: 0.579, data_time: 0.017, memory: 5232, top1_acc: 0.4141, top5_acc: 0.6539, loss_cls: 2.6455, loss: 2.6455, grad_norm: 4.7946 2020-07-27 16:40:10,339 - mmaction - INFO - Epoch [140][1260/3757] lr: 1.226e-02, eta: 1 day, 2:28:43, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4031, top5_acc: 0.6539, loss_cls: 2.6566, loss: 2.6566, grad_norm: 4.7883 2020-07-27 16:40:21,780 - mmaction - INFO - Epoch [140][1280/3757] lr: 1.226e-02, eta: 1 day, 2:28:30, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4359, top5_acc: 0.6711, loss_cls: 2.5836, loss: 2.5836, grad_norm: 4.7583 2020-07-27 16:40:33,238 - mmaction - INFO - Epoch [140][1300/3757] lr: 1.226e-02, eta: 1 day, 2:28:17, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4203, top5_acc: 0.6570, loss_cls: 2.6991, loss: 2.6991, grad_norm: 4.8011 2020-07-27 16:40:44,661 - mmaction - INFO - Epoch [140][1320/3757] lr: 1.226e-02, eta: 1 day, 2:28:04, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4367, top5_acc: 0.6625, loss_cls: 2.5711, loss: 2.5711, grad_norm: 4.6885 2020-07-27 16:40:56,112 - mmaction - INFO - Epoch [140][1340/3757] lr: 1.226e-02, eta: 1 day, 2:27:51, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4008, top5_acc: 0.6500, loss_cls: 2.6641, loss: 2.6641, grad_norm: 4.7724 2020-07-27 16:41:07,563 - mmaction - INFO - Epoch [140][1360/3757] lr: 1.226e-02, eta: 1 day, 2:27:38, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4313, top5_acc: 0.6633, loss_cls: 2.5682, loss: 2.5682, grad_norm: 4.9367 2020-07-27 16:41:19,023 - mmaction - INFO - Epoch [140][1380/3757] lr: 1.226e-02, eta: 1 day, 2:27:25, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4250, top5_acc: 0.6664, loss_cls: 2.5215, loss: 2.5215, grad_norm: 4.6898 2020-07-27 16:41:30,437 - mmaction - INFO - Epoch [140][1400/3757] lr: 1.226e-02, eta: 1 day, 2:27:13, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4336, top5_acc: 0.6930, loss_cls: 2.5056, loss: 2.5056, grad_norm: 4.7436 2020-07-27 16:41:41,848 - mmaction - INFO - Epoch [140][1420/3757] lr: 1.226e-02, eta: 1 day, 2:27:00, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4266, top5_acc: 0.6477, loss_cls: 2.6004, loss: 2.6004, grad_norm: 4.8493 2020-07-27 16:41:53,203 - mmaction - INFO - Epoch [140][1440/3757] lr: 1.226e-02, eta: 1 day, 2:26:47, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4117, top5_acc: 0.6383, loss_cls: 2.6550, loss: 2.6550, grad_norm: 4.7351 2020-07-27 16:42:04,635 - mmaction - INFO - Epoch [140][1460/3757] lr: 1.226e-02, eta: 1 day, 2:26:34, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4313, top5_acc: 0.6523, loss_cls: 2.6286, loss: 2.6286, grad_norm: 4.8456 2020-07-27 16:42:16,087 - mmaction - INFO - Epoch [140][1480/3757] lr: 1.226e-02, eta: 1 day, 2:26:21, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3883, top5_acc: 0.6398, loss_cls: 2.8260, loss: 2.8260, grad_norm: 4.9817 2020-07-27 16:42:27,489 - mmaction - INFO - Epoch [140][1500/3757] lr: 1.226e-02, eta: 1 day, 2:26:08, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4359, top5_acc: 0.6773, loss_cls: 2.5358, loss: 2.5358, grad_norm: 4.6263 2020-07-27 16:42:39,009 - mmaction - INFO - Epoch [140][1520/3757] lr: 1.226e-02, eta: 1 day, 2:25:55, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.4195, top5_acc: 0.6500, loss_cls: 2.5959, loss: 2.5959, grad_norm: 4.7442 2020-07-27 16:42:50,418 - mmaction - INFO - Epoch [140][1540/3757] lr: 1.226e-02, eta: 1 day, 2:25:42, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4492, top5_acc: 0.6742, loss_cls: 2.5664, loss: 2.5664, grad_norm: 4.8111 2020-07-27 16:43:01,804 - mmaction - INFO - Epoch [140][1560/3757] lr: 1.226e-02, eta: 1 day, 2:25:29, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4203, top5_acc: 0.6570, loss_cls: 2.6204, loss: 2.6204, grad_norm: 4.8210 2020-07-27 16:43:13,194 - mmaction - INFO - Epoch [140][1580/3757] lr: 1.226e-02, eta: 1 day, 2:25:16, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.4141, top5_acc: 0.6508, loss_cls: 2.6911, loss: 2.6911, grad_norm: 4.7613 2020-07-27 16:43:24,676 - mmaction - INFO - Epoch [140][1600/3757] lr: 1.226e-02, eta: 1 day, 2:25:04, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4227, top5_acc: 0.6367, loss_cls: 2.6875, loss: 2.6875, grad_norm: 4.7662 2020-07-27 16:43:36,099 - mmaction - INFO - Epoch [140][1620/3757] lr: 1.226e-02, eta: 1 day, 2:24:51, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.4016, top5_acc: 0.6391, loss_cls: 2.6486, loss: 2.6486, grad_norm: 4.7983 2020-07-27 16:43:47,613 - mmaction - INFO - Epoch [140][1640/3757] lr: 1.226e-02, eta: 1 day, 2:24:38, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3945, top5_acc: 0.6430, loss_cls: 2.7240, loss: 2.7240, grad_norm: 4.9438 2020-07-27 16:43:59,476 - mmaction - INFO - Epoch [140][1660/3757] lr: 1.226e-02, eta: 1 day, 2:24:25, time: 0.593, data_time: 0.029, memory: 5232, top1_acc: 0.4133, top5_acc: 0.6336, loss_cls: 2.6781, loss: 2.6781, grad_norm: 4.7325 2020-07-27 16:44:10,875 - mmaction - INFO - Epoch [140][1680/3757] lr: 1.226e-02, eta: 1 day, 2:24:12, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4047, top5_acc: 0.6602, loss_cls: 2.6025, loss: 2.6025, grad_norm: 4.7526 2020-07-27 16:44:22,368 - mmaction - INFO - Epoch [140][1700/3757] lr: 1.226e-02, eta: 1 day, 2:23:59, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4188, top5_acc: 0.6445, loss_cls: 2.6393, loss: 2.6393, grad_norm: 4.9284 2020-07-27 16:44:33,676 - mmaction - INFO - Epoch [140][1720/3757] lr: 1.226e-02, eta: 1 day, 2:23:46, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.4047, top5_acc: 0.6367, loss_cls: 2.7065, loss: 2.7065, grad_norm: 5.0315 2020-07-27 16:44:46,161 - mmaction - INFO - Epoch [140][1740/3757] lr: 1.226e-02, eta: 1 day, 2:23:34, time: 0.625, data_time: 0.003, memory: 5232, top1_acc: 0.3914, top5_acc: 0.6383, loss_cls: 2.7494, loss: 2.7494, grad_norm: 4.6590 2020-07-27 16:44:57,561 - mmaction - INFO - Epoch [140][1760/3757] lr: 1.226e-02, eta: 1 day, 2:23:21, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3977, top5_acc: 0.6555, loss_cls: 2.6738, loss: 2.6738, grad_norm: 4.8267 2020-07-27 16:45:10,044 - mmaction - INFO - Epoch [140][1780/3757] lr: 1.226e-02, eta: 1 day, 2:23:09, time: 0.624, data_time: 0.002, memory: 5232, top1_acc: 0.3945, top5_acc: 0.6555, loss_cls: 2.6757, loss: 2.6757, grad_norm: 4.7083 2020-07-27 16:45:21,427 - mmaction - INFO - Epoch [140][1800/3757] lr: 1.226e-02, eta: 1 day, 2:22:56, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.4383, top5_acc: 0.6672, loss_cls: 2.5543, loss: 2.5543, grad_norm: 4.8120 2020-07-27 16:45:32,811 - mmaction - INFO - Epoch [140][1820/3757] lr: 1.226e-02, eta: 1 day, 2:22:43, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.4266, top5_acc: 0.6680, loss_cls: 2.6052, loss: 2.6052, grad_norm: 4.7377 2020-07-27 16:45:44,231 - mmaction - INFO - Epoch [140][1840/3757] lr: 1.226e-02, eta: 1 day, 2:22:30, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3789, top5_acc: 0.6250, loss_cls: 2.7638, loss: 2.7638, grad_norm: 4.9208 2020-07-27 16:45:55,577 - mmaction - INFO - Epoch [140][1860/3757] lr: 1.226e-02, eta: 1 day, 2:22:17, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4211, top5_acc: 0.6602, loss_cls: 2.5957, loss: 2.5957, grad_norm: 4.6747 2020-07-27 16:46:07,033 - mmaction - INFO - Epoch [140][1880/3757] lr: 1.226e-02, eta: 1 day, 2:22:04, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3930, top5_acc: 0.6273, loss_cls: 2.7383, loss: 2.7383, grad_norm: 4.7648 2020-07-27 16:46:18,432 - mmaction - INFO - Epoch [140][1900/3757] lr: 1.226e-02, eta: 1 day, 2:21:51, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.3937, top5_acc: 0.6414, loss_cls: 2.7644, loss: 2.7644, grad_norm: 5.0075 2020-07-27 16:46:29,865 - mmaction - INFO - Epoch [140][1920/3757] lr: 1.226e-02, eta: 1 day, 2:21:38, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3984, top5_acc: 0.6430, loss_cls: 2.6796, loss: 2.6796, grad_norm: 4.8059 2020-07-27 16:46:42,222 - mmaction - INFO - Epoch [140][1940/3757] lr: 1.226e-02, eta: 1 day, 2:21:26, time: 0.618, data_time: 0.003, memory: 5232, top1_acc: 0.4031, top5_acc: 0.6555, loss_cls: 2.6526, loss: 2.6526, grad_norm: 4.6865 2020-07-27 16:46:53,666 - mmaction - INFO - Epoch [140][1960/3757] lr: 1.226e-02, eta: 1 day, 2:21:13, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4227, top5_acc: 0.6477, loss_cls: 2.6675, loss: 2.6675, grad_norm: 4.7934 2020-07-27 16:47:05,071 - mmaction - INFO - Epoch [140][1980/3757] lr: 1.226e-02, eta: 1 day, 2:21:00, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4047, top5_acc: 0.6672, loss_cls: 2.6478, loss: 2.6478, grad_norm: 4.7574 2020-07-27 16:47:16,516 - mmaction - INFO - Epoch [140][2000/3757] lr: 1.226e-02, eta: 1 day, 2:20:47, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.4234, top5_acc: 0.6547, loss_cls: 2.6777, loss: 2.6777, grad_norm: 4.8719 2020-07-27 16:47:27,927 - mmaction - INFO - Epoch [140][2020/3757] lr: 1.226e-02, eta: 1 day, 2:20:34, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4219, top5_acc: 0.6391, loss_cls: 2.6475, loss: 2.6475, grad_norm: 4.6710 2020-07-27 16:47:39,412 - mmaction - INFO - Epoch [140][2040/3757] lr: 1.226e-02, eta: 1 day, 2:20:21, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4242, top5_acc: 0.6578, loss_cls: 2.6389, loss: 2.6389, grad_norm: 4.8044 2020-07-27 16:47:50,800 - mmaction - INFO - Epoch [140][2060/3757] lr: 1.226e-02, eta: 1 day, 2:20:09, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4211, top5_acc: 0.6492, loss_cls: 2.6137, loss: 2.6137, grad_norm: 4.6945 2020-07-27 16:48:02,240 - mmaction - INFO - Epoch [140][2080/3757] lr: 1.226e-02, eta: 1 day, 2:19:56, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4180, top5_acc: 0.6656, loss_cls: 2.5775, loss: 2.5775, grad_norm: 4.5330 2020-07-27 16:48:13,870 - mmaction - INFO - Epoch [140][2100/3757] lr: 1.226e-02, eta: 1 day, 2:19:43, time: 0.582, data_time: 0.020, memory: 5232, top1_acc: 0.4211, top5_acc: 0.6695, loss_cls: 2.6072, loss: 2.6072, grad_norm: 4.7410 2020-07-27 16:48:25,256 - mmaction - INFO - Epoch [140][2120/3757] lr: 1.226e-02, eta: 1 day, 2:19:30, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4297, top5_acc: 0.6531, loss_cls: 2.5912, loss: 2.5912, grad_norm: 4.7692 2020-07-27 16:48:36,641 - mmaction - INFO - Epoch [140][2140/3757] lr: 1.226e-02, eta: 1 day, 2:19:17, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4008, top5_acc: 0.6406, loss_cls: 2.7355, loss: 2.7355, grad_norm: 4.9082 2020-07-27 16:48:48,024 - mmaction - INFO - Epoch [140][2160/3757] lr: 1.226e-02, eta: 1 day, 2:19:04, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4156, top5_acc: 0.6555, loss_cls: 2.6692, loss: 2.6692, grad_norm: 4.8169 2020-07-27 16:48:59,442 - mmaction - INFO - Epoch [140][2180/3757] lr: 1.226e-02, eta: 1 day, 2:18:51, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.3836, top5_acc: 0.6430, loss_cls: 2.7178, loss: 2.7178, grad_norm: 4.7253 2020-07-27 16:49:10,905 - mmaction - INFO - Epoch [140][2200/3757] lr: 1.226e-02, eta: 1 day, 2:18:38, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.4180, top5_acc: 0.6828, loss_cls: 2.6146, loss: 2.6146, grad_norm: 4.8063 2020-07-27 16:49:22,365 - mmaction - INFO - Epoch [140][2220/3757] lr: 1.226e-02, eta: 1 day, 2:18:26, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4203, top5_acc: 0.6578, loss_cls: 2.6383, loss: 2.6383, grad_norm: 4.7696 2020-07-27 16:49:33,961 - mmaction - INFO - Epoch [140][2240/3757] lr: 1.226e-02, eta: 1 day, 2:18:13, time: 0.580, data_time: 0.014, memory: 5232, top1_acc: 0.4188, top5_acc: 0.6680, loss_cls: 2.6483, loss: 2.6483, grad_norm: 4.9010 2020-07-27 16:49:51,460 - mmaction - INFO - Epoch [140][2260/3757] lr: 1.226e-02, eta: 1 day, 2:18:02, time: 0.875, data_time: 0.236, memory: 5232, top1_acc: 0.4062, top5_acc: 0.6570, loss_cls: 2.6416, loss: 2.6416, grad_norm: 4.7603 2020-07-27 16:50:04,336 - mmaction - INFO - Epoch [140][2280/3757] lr: 1.226e-02, eta: 1 day, 2:17:50, time: 0.644, data_time: 0.003, memory: 5232, top1_acc: 0.4211, top5_acc: 0.6531, loss_cls: 2.6770, loss: 2.6770, grad_norm: 4.6506 2020-07-27 16:50:18,614 - mmaction - INFO - Epoch [140][2300/3757] lr: 1.226e-02, eta: 1 day, 2:17:38, time: 0.714, data_time: 0.011, memory: 5232, top1_acc: 0.4320, top5_acc: 0.6523, loss_cls: 2.6337, loss: 2.6337, grad_norm: 4.6462 2020-07-27 16:50:31,251 - mmaction - INFO - Epoch [140][2320/3757] lr: 1.226e-02, eta: 1 day, 2:17:26, time: 0.632, data_time: 0.003, memory: 5232, top1_acc: 0.3922, top5_acc: 0.6469, loss_cls: 2.6741, loss: 2.6741, grad_norm: 4.7681 2020-07-27 16:50:43,683 - mmaction - INFO - Epoch [140][2340/3757] lr: 1.226e-02, eta: 1 day, 2:17:13, time: 0.621, data_time: 0.003, memory: 5232, top1_acc: 0.4094, top5_acc: 0.6477, loss_cls: 2.6774, loss: 2.6774, grad_norm: 4.8884 2020-07-27 16:50:56,079 - mmaction - INFO - Epoch [140][2360/3757] lr: 1.226e-02, eta: 1 day, 2:17:01, time: 0.619, data_time: 0.003, memory: 5232, top1_acc: 0.4211, top5_acc: 0.6336, loss_cls: 2.6878, loss: 2.6878, grad_norm: 4.7758 2020-07-27 16:51:08,515 - mmaction - INFO - Epoch [140][2380/3757] lr: 1.226e-02, eta: 1 day, 2:16:48, time: 0.622, data_time: 0.003, memory: 5232, top1_acc: 0.4148, top5_acc: 0.6422, loss_cls: 2.6810, loss: 2.6810, grad_norm: 4.7391 2020-07-27 16:51:20,852 - mmaction - INFO - Epoch [140][2400/3757] lr: 1.226e-02, eta: 1 day, 2:16:36, time: 0.617, data_time: 0.001, memory: 5232, top1_acc: 0.4156, top5_acc: 0.6555, loss_cls: 2.5780, loss: 2.5780, grad_norm: 4.7160 2020-07-27 16:51:34,298 - mmaction - INFO - Epoch [140][2420/3757] lr: 1.226e-02, eta: 1 day, 2:16:24, time: 0.672, data_time: 0.003, memory: 5232, top1_acc: 0.4156, top5_acc: 0.6500, loss_cls: 2.6808, loss: 2.6808, grad_norm: 4.8464 2020-07-27 16:51:46,806 - mmaction - INFO - Epoch [140][2440/3757] lr: 1.226e-02, eta: 1 day, 2:16:11, time: 0.626, data_time: 0.004, memory: 5232, top1_acc: 0.4148, top5_acc: 0.6555, loss_cls: 2.6249, loss: 2.6249, grad_norm: 4.6718 2020-07-27 16:51:58,360 - mmaction - INFO - Epoch [140][2460/3757] lr: 1.226e-02, eta: 1 day, 2:15:58, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3812, top5_acc: 0.6094, loss_cls: 2.8651, loss: 2.8651, grad_norm: 4.8976 2020-07-27 16:52:09,743 - mmaction - INFO - Epoch [140][2480/3757] lr: 1.226e-02, eta: 1 day, 2:15:45, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4016, top5_acc: 0.6438, loss_cls: 2.6347, loss: 2.6347, grad_norm: 4.6644 2020-07-27 16:52:21,158 - mmaction - INFO - Epoch [140][2500/3757] lr: 1.226e-02, eta: 1 day, 2:15:32, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4211, top5_acc: 0.6680, loss_cls: 2.5634, loss: 2.5634, grad_norm: 4.6214 2020-07-27 16:52:32,588 - mmaction - INFO - Epoch [140][2520/3757] lr: 1.226e-02, eta: 1 day, 2:15:20, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4258, top5_acc: 0.6547, loss_cls: 2.6084, loss: 2.6084, grad_norm: 4.7653 2020-07-27 16:52:43,944 - mmaction - INFO - Epoch [140][2540/3757] lr: 1.226e-02, eta: 1 day, 2:15:07, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4211, top5_acc: 0.6422, loss_cls: 2.6919, loss: 2.6919, grad_norm: 4.7063 2020-07-27 16:52:56,888 - mmaction - INFO - Epoch [140][2560/3757] lr: 1.226e-02, eta: 1 day, 2:14:54, time: 0.647, data_time: 0.080, memory: 5232, top1_acc: 0.4133, top5_acc: 0.6562, loss_cls: 2.6300, loss: 2.6300, grad_norm: 4.7348 2020-07-27 16:53:08,348 - mmaction - INFO - Epoch [140][2580/3757] lr: 1.226e-02, eta: 1 day, 2:14:42, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4109, top5_acc: 0.6594, loss_cls: 2.6541, loss: 2.6541, grad_norm: 4.7069 2020-07-27 16:53:19,795 - mmaction - INFO - Epoch [140][2600/3757] lr: 1.226e-02, eta: 1 day, 2:14:29, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.4094, top5_acc: 0.6445, loss_cls: 2.6762, loss: 2.6762, grad_norm: 4.7233 2020-07-27 16:53:31,360 - mmaction - INFO - Epoch [140][2620/3757] lr: 1.226e-02, eta: 1 day, 2:14:16, time: 0.578, data_time: 0.013, memory: 5232, top1_acc: 0.4266, top5_acc: 0.6750, loss_cls: 2.6035, loss: 2.6035, grad_norm: 4.7755 2020-07-27 16:53:42,714 - mmaction - INFO - Epoch [140][2640/3757] lr: 1.226e-02, eta: 1 day, 2:14:03, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4203, top5_acc: 0.6555, loss_cls: 2.5967, loss: 2.5967, grad_norm: 4.7752 2020-07-27 16:53:54,126 - mmaction - INFO - Epoch [140][2660/3757] lr: 1.226e-02, eta: 1 day, 2:13:50, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4047, top5_acc: 0.6398, loss_cls: 2.6954, loss: 2.6954, grad_norm: 4.8785 2020-07-27 16:54:05,551 - mmaction - INFO - Epoch [140][2680/3757] lr: 1.226e-02, eta: 1 day, 2:13:37, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3930, top5_acc: 0.6344, loss_cls: 2.6306, loss: 2.6306, grad_norm: 4.7072 2020-07-27 16:54:16,907 - mmaction - INFO - Epoch [140][2700/3757] lr: 1.226e-02, eta: 1 day, 2:13:24, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4141, top5_acc: 0.6492, loss_cls: 2.6272, loss: 2.6272, grad_norm: 4.7588 2020-07-27 16:54:28,272 - mmaction - INFO - Epoch [140][2720/3757] lr: 1.226e-02, eta: 1 day, 2:13:11, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4344, top5_acc: 0.6773, loss_cls: 2.5602, loss: 2.5602, grad_norm: 4.6877 2020-07-27 16:54:39,612 - mmaction - INFO - Epoch [140][2740/3757] lr: 1.226e-02, eta: 1 day, 2:12:58, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4156, top5_acc: 0.6523, loss_cls: 2.6362, loss: 2.6362, grad_norm: 4.7357 2020-07-27 16:54:51,021 - mmaction - INFO - Epoch [140][2760/3757] lr: 1.226e-02, eta: 1 day, 2:12:46, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4344, top5_acc: 0.6562, loss_cls: 2.6048, loss: 2.6048, grad_norm: 4.6310 2020-07-27 16:55:02,488 - mmaction - INFO - Epoch [140][2780/3757] lr: 1.226e-02, eta: 1 day, 2:12:33, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4195, top5_acc: 0.6695, loss_cls: 2.6247, loss: 2.6247, grad_norm: 4.8529 2020-07-27 16:55:13,866 - mmaction - INFO - Epoch [140][2800/3757] lr: 1.226e-02, eta: 1 day, 2:12:20, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.4141, top5_acc: 0.6289, loss_cls: 2.6625, loss: 2.6625, grad_norm: 4.6866 2020-07-27 16:55:25,333 - mmaction - INFO - Epoch [140][2820/3757] lr: 1.226e-02, eta: 1 day, 2:12:07, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.4062, top5_acc: 0.6445, loss_cls: 2.6996, loss: 2.6996, grad_norm: 4.8420 2020-07-27 16:55:36,773 - mmaction - INFO - Epoch [140][2840/3757] lr: 1.226e-02, eta: 1 day, 2:11:54, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3953, top5_acc: 0.6523, loss_cls: 2.6951, loss: 2.6951, grad_norm: 4.9042 2020-07-27 16:55:48,145 - mmaction - INFO - Epoch [140][2860/3757] lr: 1.226e-02, eta: 1 day, 2:11:41, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4094, top5_acc: 0.6664, loss_cls: 2.6187, loss: 2.6187, grad_norm: 4.6126 2020-07-27 16:55:59,569 - mmaction - INFO - Epoch [140][2880/3757] lr: 1.226e-02, eta: 1 day, 2:11:28, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4172, top5_acc: 0.6594, loss_cls: 2.5643, loss: 2.5643, grad_norm: 4.7870 2020-07-27 16:56:11,042 - mmaction - INFO - Epoch [140][2900/3757] lr: 1.226e-02, eta: 1 day, 2:11:15, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4172, top5_acc: 0.6508, loss_cls: 2.6421, loss: 2.6421, grad_norm: 4.8750 2020-07-27 16:56:22,491 - mmaction - INFO - Epoch [140][2920/3757] lr: 1.226e-02, eta: 1 day, 2:11:03, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4117, top5_acc: 0.6656, loss_cls: 2.6272, loss: 2.6272, grad_norm: 5.0493 2020-07-27 16:56:33,949 - mmaction - INFO - Epoch [140][2940/3757] lr: 1.226e-02, eta: 1 day, 2:10:50, time: 0.573, data_time: 0.010, memory: 5232, top1_acc: 0.4242, top5_acc: 0.6766, loss_cls: 2.5510, loss: 2.5510, grad_norm: 4.7806 2020-07-27 16:56:45,409 - mmaction - INFO - Epoch [140][2960/3757] lr: 1.226e-02, eta: 1 day, 2:10:37, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4289, top5_acc: 0.6602, loss_cls: 2.6274, loss: 2.6274, grad_norm: 4.8210 2020-07-27 16:56:56,808 - mmaction - INFO - Epoch [140][2980/3757] lr: 1.226e-02, eta: 1 day, 2:10:24, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4062, top5_acc: 0.6461, loss_cls: 2.6643, loss: 2.6643, grad_norm: 4.9005 2020-07-27 16:57:08,186 - mmaction - INFO - Epoch [140][3000/3757] lr: 1.226e-02, eta: 1 day, 2:10:11, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4141, top5_acc: 0.6500, loss_cls: 2.6111, loss: 2.6111, grad_norm: 4.8241 2020-07-27 16:57:19,593 - mmaction - INFO - Epoch [140][3020/3757] lr: 1.226e-02, eta: 1 day, 2:09:58, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4266, top5_acc: 0.6703, loss_cls: 2.5723, loss: 2.5723, grad_norm: 4.7828 2020-07-27 16:57:31,086 - mmaction - INFO - Epoch [140][3040/3757] lr: 1.226e-02, eta: 1 day, 2:09:45, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4305, top5_acc: 0.6477, loss_cls: 2.6735, loss: 2.6735, grad_norm: 4.8224 2020-07-27 16:57:42,481 - mmaction - INFO - Epoch [140][3060/3757] lr: 1.226e-02, eta: 1 day, 2:09:32, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4234, top5_acc: 0.6711, loss_cls: 2.6175, loss: 2.6175, grad_norm: 4.7575 2020-07-27 16:57:53,766 - mmaction - INFO - Epoch [140][3080/3757] lr: 1.226e-02, eta: 1 day, 2:09:19, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.4289, top5_acc: 0.6617, loss_cls: 2.6501, loss: 2.6501, grad_norm: 4.8642 2020-07-27 16:58:05,344 - mmaction - INFO - Epoch [140][3100/3757] lr: 1.226e-02, eta: 1 day, 2:09:07, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.3875, top5_acc: 0.6297, loss_cls: 2.7923, loss: 2.7923, grad_norm: 5.0192 2020-07-27 16:58:16,775 - mmaction - INFO - Epoch [140][3120/3757] lr: 1.226e-02, eta: 1 day, 2:08:54, time: 0.571, data_time: 0.001, memory: 5232, top1_acc: 0.4156, top5_acc: 0.6547, loss_cls: 2.6323, loss: 2.6323, grad_norm: 4.6334 2020-07-27 16:58:28,136 - mmaction - INFO - Epoch [140][3140/3757] lr: 1.226e-02, eta: 1 day, 2:08:41, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4148, top5_acc: 0.6547, loss_cls: 2.6727, loss: 2.6727, grad_norm: 4.7211 2020-07-27 16:58:39,547 - mmaction - INFO - Epoch [140][3160/3757] lr: 1.226e-02, eta: 1 day, 2:08:28, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4242, top5_acc: 0.6719, loss_cls: 2.5513, loss: 2.5513, grad_norm: 4.7372 2020-07-27 16:58:51,030 - mmaction - INFO - Epoch [140][3180/3757] lr: 1.226e-02, eta: 1 day, 2:08:15, time: 0.574, data_time: 0.005, memory: 5232, top1_acc: 0.3984, top5_acc: 0.6391, loss_cls: 2.7526, loss: 2.7526, grad_norm: 4.9320 2020-07-27 16:59:02,403 - mmaction - INFO - Epoch [140][3200/3757] lr: 1.226e-02, eta: 1 day, 2:08:02, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.4250, top5_acc: 0.6633, loss_cls: 2.5842, loss: 2.5842, grad_norm: 4.7338 2020-07-27 16:59:13,818 - mmaction - INFO - Epoch [140][3220/3757] lr: 1.226e-02, eta: 1 day, 2:07:49, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.4016, top5_acc: 0.6328, loss_cls: 2.6981, loss: 2.6981, grad_norm: 4.7364 2020-07-27 16:59:25,171 - mmaction - INFO - Epoch [140][3240/3757] lr: 1.226e-02, eta: 1 day, 2:07:36, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4141, top5_acc: 0.6531, loss_cls: 2.6883, loss: 2.6883, grad_norm: 4.8241 2020-07-27 16:59:36,589 - mmaction - INFO - Epoch [140][3260/3757] lr: 1.226e-02, eta: 1 day, 2:07:24, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4023, top5_acc: 0.6547, loss_cls: 2.6514, loss: 2.6514, grad_norm: 4.7111 2020-07-27 16:59:47,907 - mmaction - INFO - Epoch [140][3280/3757] lr: 1.226e-02, eta: 1 day, 2:07:11, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4109, top5_acc: 0.6641, loss_cls: 2.6291, loss: 2.6291, grad_norm: 4.8275 2020-07-27 16:59:59,362 - mmaction - INFO - Epoch [140][3300/3757] lr: 1.226e-02, eta: 1 day, 2:06:58, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4211, top5_acc: 0.6789, loss_cls: 2.5153, loss: 2.5153, grad_norm: 4.7581 2020-07-27 17:00:17,622 - mmaction - INFO - Epoch [140][3320/3757] lr: 1.226e-02, eta: 1 day, 2:06:48, time: 0.912, data_time: 0.022, memory: 5232, top1_acc: 0.4180, top5_acc: 0.6617, loss_cls: 2.5729, loss: 2.5729, grad_norm: 4.6856 2020-07-27 17:00:28,972 - mmaction - INFO - Epoch [140][3340/3757] lr: 1.226e-02, eta: 1 day, 2:06:35, time: 0.569, data_time: 0.005, memory: 5232, top1_acc: 0.4195, top5_acc: 0.6719, loss_cls: 2.5584, loss: 2.5584, grad_norm: 4.8877 2020-07-27 17:00:40,422 - mmaction - INFO - Epoch [140][3360/3757] lr: 1.226e-02, eta: 1 day, 2:06:22, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4062, top5_acc: 0.6641, loss_cls: 2.6390, loss: 2.6390, grad_norm: 4.7291 2020-07-27 17:00:51,859 - mmaction - INFO - Epoch [140][3380/3757] lr: 1.226e-02, eta: 1 day, 2:06:09, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4164, top5_acc: 0.6594, loss_cls: 2.6595, loss: 2.6595, grad_norm: 4.9649 2020-07-27 17:01:03,293 - mmaction - INFO - Epoch [140][3400/3757] lr: 1.226e-02, eta: 1 day, 2:05:56, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.4266, top5_acc: 0.6727, loss_cls: 2.5734, loss: 2.5734, grad_norm: 4.8641 2020-07-27 17:01:14,736 - mmaction - INFO - Epoch [140][3420/3757] lr: 1.226e-02, eta: 1 day, 2:05:43, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3984, top5_acc: 0.6531, loss_cls: 2.6603, loss: 2.6603, grad_norm: 4.9247 2020-07-27 17:01:26,122 - mmaction - INFO - Epoch [140][3440/3757] lr: 1.226e-02, eta: 1 day, 2:05:30, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4109, top5_acc: 0.6359, loss_cls: 2.7305, loss: 2.7305, grad_norm: 4.8578 2020-07-27 17:01:37,545 - mmaction - INFO - Epoch [140][3460/3757] lr: 1.226e-02, eta: 1 day, 2:05:17, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4445, top5_acc: 0.6891, loss_cls: 2.4655, loss: 2.4655, grad_norm: 4.7351 2020-07-27 17:01:48,904 - mmaction - INFO - Epoch [140][3480/3757] lr: 1.226e-02, eta: 1 day, 2:05:04, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4102, top5_acc: 0.6578, loss_cls: 2.6342, loss: 2.6342, grad_norm: 5.0836 2020-07-27 17:02:00,317 - mmaction - INFO - Epoch [140][3500/3757] lr: 1.226e-02, eta: 1 day, 2:04:52, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3992, top5_acc: 0.6492, loss_cls: 2.6413, loss: 2.6413, grad_norm: 4.9264 2020-07-27 17:02:11,723 - mmaction - INFO - Epoch [140][3520/3757] lr: 1.226e-02, eta: 1 day, 2:04:39, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4203, top5_acc: 0.6602, loss_cls: 2.6494, loss: 2.6494, grad_norm: 4.7232 2020-07-27 17:02:23,052 - mmaction - INFO - Epoch [140][3540/3757] lr: 1.226e-02, eta: 1 day, 2:04:26, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4195, top5_acc: 0.6664, loss_cls: 2.5722, loss: 2.5722, grad_norm: 4.6872 2020-07-27 17:02:34,511 - mmaction - INFO - Epoch [140][3560/3757] lr: 1.226e-02, eta: 1 day, 2:04:13, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3984, top5_acc: 0.6492, loss_cls: 2.6388, loss: 2.6388, grad_norm: 4.9265 2020-07-27 17:02:45,913 - mmaction - INFO - Epoch [140][3580/3757] lr: 1.226e-02, eta: 1 day, 2:04:00, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4164, top5_acc: 0.6539, loss_cls: 2.6150, loss: 2.6150, grad_norm: 4.9880 2020-07-27 17:02:57,468 - mmaction - INFO - Epoch [140][3600/3757] lr: 1.226e-02, eta: 1 day, 2:03:47, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.4328, top5_acc: 0.6789, loss_cls: 2.5491, loss: 2.5491, grad_norm: 4.7208 2020-07-27 17:03:08,879 - mmaction - INFO - Epoch [140][3620/3757] lr: 1.226e-02, eta: 1 day, 2:03:34, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4039, top5_acc: 0.6477, loss_cls: 2.6533, loss: 2.6533, grad_norm: 4.7597 2020-07-27 17:03:20,314 - mmaction - INFO - Epoch [140][3640/3757] lr: 1.226e-02, eta: 1 day, 2:03:21, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4234, top5_acc: 0.6523, loss_cls: 2.6391, loss: 2.6391, grad_norm: 4.7784 2020-07-27 17:03:31,730 - mmaction - INFO - Epoch [140][3660/3757] lr: 1.226e-02, eta: 1 day, 2:03:09, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3844, top5_acc: 0.6383, loss_cls: 2.7153, loss: 2.7153, grad_norm: 4.8554 2020-07-27 17:03:43,150 - mmaction - INFO - Epoch [140][3680/3757] lr: 1.226e-02, eta: 1 day, 2:02:56, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.4266, top5_acc: 0.6539, loss_cls: 2.6421, loss: 2.6421, grad_norm: 4.7502 2020-07-27 17:03:54,573 - mmaction - INFO - Epoch [140][3700/3757] lr: 1.226e-02, eta: 1 day, 2:02:43, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4242, top5_acc: 0.6570, loss_cls: 2.6489, loss: 2.6489, grad_norm: 4.8257 2020-07-27 17:04:06,018 - mmaction - INFO - Epoch [140][3720/3757] lr: 1.226e-02, eta: 1 day, 2:02:30, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3664, top5_acc: 0.6242, loss_cls: 2.8262, loss: 2.8262, grad_norm: 4.8467 2020-07-27 17:04:17,413 - mmaction - INFO - Epoch [140][3740/3757] lr: 1.226e-02, eta: 1 day, 2:02:17, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4148, top5_acc: 0.6562, loss_cls: 2.6106, loss: 2.6106, grad_norm: 4.6599 2020-07-27 17:04:40,829 - mmaction - INFO - Saving checkpoint at 140 epochs 2020-07-27 17:08:41,839 - mmaction - INFO - Epoch [141][20/3757] lr: 1.170e-02, eta: 1 day, 2:03:16, time: 11.943, data_time: 11.238, memory: 5232, top1_acc: 0.4445, top5_acc: 0.6820, loss_cls: 2.5081, loss: 2.5081, grad_norm: 4.6231 2020-07-27 17:08:53,089 - mmaction - INFO - Epoch [141][40/3757] lr: 1.170e-02, eta: 1 day, 2:03:03, time: 0.563, data_time: 0.002, memory: 5232, top1_acc: 0.4086, top5_acc: 0.6578, loss_cls: 2.6732, loss: 2.6732, grad_norm: 4.8393 2020-07-27 17:09:04,434 - mmaction - INFO - Epoch [141][60/3757] lr: 1.170e-02, eta: 1 day, 2:02:50, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4133, top5_acc: 0.6859, loss_cls: 2.5399, loss: 2.5399, grad_norm: 4.6565 2020-07-27 17:09:15,833 - mmaction - INFO - Epoch [141][80/3757] lr: 1.170e-02, eta: 1 day, 2:02:37, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4102, top5_acc: 0.6617, loss_cls: 2.5855, loss: 2.5855, grad_norm: 4.8519 2020-07-27 17:09:27,130 - mmaction - INFO - Epoch [141][100/3757] lr: 1.170e-02, eta: 1 day, 2:02:25, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.4188, top5_acc: 0.6422, loss_cls: 2.6595, loss: 2.6595, grad_norm: 5.1359 2020-07-27 17:09:38,514 - mmaction - INFO - Epoch [141][120/3757] lr: 1.170e-02, eta: 1 day, 2:02:12, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3977, top5_acc: 0.6367, loss_cls: 2.6691, loss: 2.6691, grad_norm: 4.7841 2020-07-27 17:09:49,912 - mmaction - INFO - Epoch [141][140/3757] lr: 1.170e-02, eta: 1 day, 2:01:59, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4234, top5_acc: 0.7039, loss_cls: 2.4988, loss: 2.4988, grad_norm: 4.7772 2020-07-27 17:10:01,314 - mmaction - INFO - Epoch [141][160/3757] lr: 1.170e-02, eta: 1 day, 2:01:46, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.4273, top5_acc: 0.6789, loss_cls: 2.5844, loss: 2.5844, grad_norm: 4.8794 2020-07-27 17:10:12,735 - mmaction - INFO - Epoch [141][180/3757] lr: 1.170e-02, eta: 1 day, 2:01:33, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4078, top5_acc: 0.6484, loss_cls: 2.6356, loss: 2.6356, grad_norm: 4.8460 2020-07-27 17:10:24,153 - mmaction - INFO - Epoch [141][200/3757] lr: 1.170e-02, eta: 1 day, 2:01:20, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.4102, top5_acc: 0.6477, loss_cls: 2.6720, loss: 2.6720, grad_norm: 4.7745 2020-07-27 17:10:35,441 - mmaction - INFO - Epoch [141][220/3757] lr: 1.170e-02, eta: 1 day, 2:01:07, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.4203, top5_acc: 0.6687, loss_cls: 2.6128, loss: 2.6128, grad_norm: 4.7882 2020-07-27 17:10:46,826 - mmaction - INFO - Epoch [141][240/3757] lr: 1.170e-02, eta: 1 day, 2:00:54, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4266, top5_acc: 0.6687, loss_cls: 2.5522, loss: 2.5522, grad_norm: 4.6785 2020-07-27 17:10:58,230 - mmaction - INFO - Epoch [141][260/3757] lr: 1.170e-02, eta: 1 day, 2:00:41, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4258, top5_acc: 0.6578, loss_cls: 2.6105, loss: 2.6105, grad_norm: 4.6634 2020-07-27 17:11:09,639 - mmaction - INFO - Epoch [141][280/3757] lr: 1.170e-02, eta: 1 day, 2:00:28, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4281, top5_acc: 0.6680, loss_cls: 2.6108, loss: 2.6108, grad_norm: 4.7483 2020-07-27 17:11:20,977 - mmaction - INFO - Epoch [141][300/3757] lr: 1.170e-02, eta: 1 day, 2:00:15, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4094, top5_acc: 0.6500, loss_cls: 2.6067, loss: 2.6067, grad_norm: 4.8257 2020-07-27 17:11:32,419 - mmaction - INFO - Epoch [141][320/3757] lr: 1.170e-02, eta: 1 day, 2:00:03, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4297, top5_acc: 0.6687, loss_cls: 2.5864, loss: 2.5864, grad_norm: 4.8416 2020-07-27 17:11:43,761 - mmaction - INFO - Epoch [141][340/3757] lr: 1.170e-02, eta: 1 day, 1:59:50, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4320, top5_acc: 0.6594, loss_cls: 2.5833, loss: 2.5833, grad_norm: 4.7761 2020-07-27 17:11:55,188 - mmaction - INFO - Epoch [141][360/3757] lr: 1.170e-02, eta: 1 day, 1:59:37, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.4141, top5_acc: 0.6500, loss_cls: 2.6512, loss: 2.6512, grad_norm: 4.7025 2020-07-27 17:12:06,632 - mmaction - INFO - Epoch [141][380/3757] lr: 1.170e-02, eta: 1 day, 1:59:24, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.4180, top5_acc: 0.6570, loss_cls: 2.6507, loss: 2.6507, grad_norm: 4.9651 2020-07-27 17:12:18,066 - mmaction - INFO - Epoch [141][400/3757] lr: 1.170e-02, eta: 1 day, 1:59:11, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4352, top5_acc: 0.6578, loss_cls: 2.5522, loss: 2.5522, grad_norm: 4.7740 2020-07-27 17:12:29,432 - mmaction - INFO - Epoch [141][420/3757] lr: 1.170e-02, eta: 1 day, 1:58:58, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.4258, top5_acc: 0.6664, loss_cls: 2.5781, loss: 2.5781, grad_norm: 4.7773 2020-07-27 17:12:40,911 - mmaction - INFO - Epoch [141][440/3757] lr: 1.170e-02, eta: 1 day, 1:58:45, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4125, top5_acc: 0.6594, loss_cls: 2.5476, loss: 2.5476, grad_norm: 4.6724 2020-07-27 17:12:52,292 - mmaction - INFO - Epoch [141][460/3757] lr: 1.170e-02, eta: 1 day, 1:58:32, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.4281, top5_acc: 0.6664, loss_cls: 2.6100, loss: 2.6100, grad_norm: 4.8317 2020-07-27 17:13:03,621 - mmaction - INFO - Epoch [141][480/3757] lr: 1.170e-02, eta: 1 day, 1:58:19, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4203, top5_acc: 0.6578, loss_cls: 2.6176, loss: 2.6176, grad_norm: 4.7813 2020-07-27 17:13:14,995 - mmaction - INFO - Epoch [141][500/3757] lr: 1.170e-02, eta: 1 day, 1:58:07, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4070, top5_acc: 0.6516, loss_cls: 2.6682, loss: 2.6682, grad_norm: 4.8173 2020-07-27 17:13:26,426 - mmaction - INFO - Epoch [141][520/3757] lr: 1.170e-02, eta: 1 day, 1:57:54, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4344, top5_acc: 0.6914, loss_cls: 2.5126, loss: 2.5126, grad_norm: 4.8403 2020-07-27 17:13:37,837 - mmaction - INFO - Epoch [141][540/3757] lr: 1.170e-02, eta: 1 day, 1:57:41, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4250, top5_acc: 0.6797, loss_cls: 2.5324, loss: 2.5324, grad_norm: 4.8118 2020-07-27 17:13:49,270 - mmaction - INFO - Epoch [141][560/3757] lr: 1.170e-02, eta: 1 day, 1:57:28, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4055, top5_acc: 0.6492, loss_cls: 2.6218, loss: 2.6218, grad_norm: 5.0872 2020-07-27 17:14:00,752 - mmaction - INFO - Epoch [141][580/3757] lr: 1.170e-02, eta: 1 day, 1:57:15, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4289, top5_acc: 0.6789, loss_cls: 2.5434, loss: 2.5434, grad_norm: 4.7566 2020-07-27 17:14:12,141 - mmaction - INFO - Epoch [141][600/3757] lr: 1.170e-02, eta: 1 day, 1:57:02, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4289, top5_acc: 0.6859, loss_cls: 2.5248, loss: 2.5248, grad_norm: 4.7495 2020-07-27 17:14:23,589 - mmaction - INFO - Epoch [141][620/3757] lr: 1.170e-02, eta: 1 day, 1:56:49, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3867, top5_acc: 0.6336, loss_cls: 2.7558, loss: 2.7558, grad_norm: 4.7932 2020-07-27 17:14:34,973 - mmaction - INFO - Epoch [141][640/3757] lr: 1.170e-02, eta: 1 day, 1:56:36, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.4398, top5_acc: 0.6773, loss_cls: 2.5583, loss: 2.5583, grad_norm: 4.8063 2020-07-27 17:14:46,310 - mmaction - INFO - Epoch [141][660/3757] lr: 1.170e-02, eta: 1 day, 1:56:23, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4289, top5_acc: 0.6617, loss_cls: 2.5461, loss: 2.5461, grad_norm: 4.7757 2020-07-27 17:14:57,686 - mmaction - INFO - Epoch [141][680/3757] lr: 1.170e-02, eta: 1 day, 1:56:11, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4461, top5_acc: 0.6719, loss_cls: 2.5173, loss: 2.5173, grad_norm: 4.9654 2020-07-27 17:15:09,051 - mmaction - INFO - Epoch [141][700/3757] lr: 1.170e-02, eta: 1 day, 1:55:58, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4188, top5_acc: 0.6813, loss_cls: 2.5804, loss: 2.5804, grad_norm: 4.9355 2020-07-27 17:15:20,696 - mmaction - INFO - Epoch [141][720/3757] lr: 1.170e-02, eta: 1 day, 1:55:45, time: 0.582, data_time: 0.016, memory: 5232, top1_acc: 0.4430, top5_acc: 0.6625, loss_cls: 2.5303, loss: 2.5303, grad_norm: 4.8911 2020-07-27 17:15:32,105 - mmaction - INFO - Epoch [141][740/3757] lr: 1.170e-02, eta: 1 day, 1:55:32, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4141, top5_acc: 0.6711, loss_cls: 2.5719, loss: 2.5719, grad_norm: 4.9412 2020-07-27 17:15:43,440 - mmaction - INFO - Epoch [141][760/3757] lr: 1.170e-02, eta: 1 day, 1:55:19, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4062, top5_acc: 0.6352, loss_cls: 2.7295, loss: 2.7295, grad_norm: 5.0648 2020-07-27 17:15:54,851 - mmaction - INFO - Epoch [141][780/3757] lr: 1.170e-02, eta: 1 day, 1:55:06, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4188, top5_acc: 0.6484, loss_cls: 2.6297, loss: 2.6297, grad_norm: 4.7897 2020-07-27 17:16:06,291 - mmaction - INFO - Epoch [141][800/3757] lr: 1.170e-02, eta: 1 day, 1:54:53, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.4039, top5_acc: 0.6539, loss_cls: 2.7013, loss: 2.7013, grad_norm: 4.9706 2020-07-27 17:16:17,680 - mmaction - INFO - Epoch [141][820/3757] lr: 1.170e-02, eta: 1 day, 1:54:40, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.4148, top5_acc: 0.6586, loss_cls: 2.6559, loss: 2.6559, grad_norm: 4.8359 2020-07-27 17:16:29,004 - mmaction - INFO - Epoch [141][840/3757] lr: 1.170e-02, eta: 1 day, 1:54:27, time: 0.567, data_time: 0.004, memory: 5232, top1_acc: 0.4078, top5_acc: 0.6648, loss_cls: 2.6304, loss: 2.6304, grad_norm: 4.9994 2020-07-27 17:16:40,339 - mmaction - INFO - Epoch [141][860/3757] lr: 1.170e-02, eta: 1 day, 1:54:15, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4219, top5_acc: 0.6484, loss_cls: 2.6086, loss: 2.6086, grad_norm: 4.7850 2020-07-27 17:16:51,805 - mmaction - INFO - Epoch [141][880/3757] lr: 1.170e-02, eta: 1 day, 1:54:02, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.4188, top5_acc: 0.6641, loss_cls: 2.5951, loss: 2.5951, grad_norm: 4.7516 2020-07-27 17:17:03,164 - mmaction - INFO - Epoch [141][900/3757] lr: 1.170e-02, eta: 1 day, 1:53:49, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4344, top5_acc: 0.6695, loss_cls: 2.5316, loss: 2.5316, grad_norm: 4.7219 2020-07-27 17:17:14,662 - mmaction - INFO - Epoch [141][920/3757] lr: 1.170e-02, eta: 1 day, 1:53:36, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4156, top5_acc: 0.6570, loss_cls: 2.6082, loss: 2.6082, grad_norm: 4.9417 2020-07-27 17:17:26,103 - mmaction - INFO - Epoch [141][940/3757] lr: 1.170e-02, eta: 1 day, 1:53:23, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4352, top5_acc: 0.6828, loss_cls: 2.5242, loss: 2.5242, grad_norm: 4.8637 2020-07-27 17:17:37,461 - mmaction - INFO - Epoch [141][960/3757] lr: 1.170e-02, eta: 1 day, 1:53:10, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4359, top5_acc: 0.6789, loss_cls: 2.5172, loss: 2.5172, grad_norm: 4.7745 2020-07-27 17:17:48,803 - mmaction - INFO - Epoch [141][980/3757] lr: 1.170e-02, eta: 1 day, 1:52:57, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4219, top5_acc: 0.6516, loss_cls: 2.6425, loss: 2.6425, grad_norm: 5.0508 2020-07-27 17:18:00,258 - mmaction - INFO - Epoch [141][1000/3757] lr: 1.170e-02, eta: 1 day, 1:52:44, time: 0.572, data_time: 0.013, memory: 5232, top1_acc: 0.4141, top5_acc: 0.6531, loss_cls: 2.6631, loss: 2.6631, grad_norm: 4.8419 2020-07-27 17:18:11,722 - mmaction - INFO - Epoch [141][1020/3757] lr: 1.170e-02, eta: 1 day, 1:52:31, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4320, top5_acc: 0.6781, loss_cls: 2.5903, loss: 2.5903, grad_norm: 4.9544 2020-07-27 17:18:23,131 - mmaction - INFO - Epoch [141][1040/3757] lr: 1.170e-02, eta: 1 day, 1:52:19, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4133, top5_acc: 0.6578, loss_cls: 2.6389, loss: 2.6389, grad_norm: 5.0196 2020-07-27 17:18:34,603 - mmaction - INFO - Epoch [141][1060/3757] lr: 1.170e-02, eta: 1 day, 1:52:06, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4008, top5_acc: 0.6352, loss_cls: 2.7216, loss: 2.7216, grad_norm: 5.0172 2020-07-27 17:18:46,123 - mmaction - INFO - Epoch [141][1080/3757] lr: 1.170e-02, eta: 1 day, 1:51:53, time: 0.576, data_time: 0.016, memory: 5232, top1_acc: 0.4320, top5_acc: 0.6562, loss_cls: 2.6090, loss: 2.6090, grad_norm: 4.7629 2020-07-27 17:18:57,604 - mmaction - INFO - Epoch [141][1100/3757] lr: 1.170e-02, eta: 1 day, 1:51:40, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4008, top5_acc: 0.6367, loss_cls: 2.6343, loss: 2.6343, grad_norm: 4.8732 2020-07-27 17:19:09,014 - mmaction - INFO - Epoch [141][1120/3757] lr: 1.170e-02, eta: 1 day, 1:51:27, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4445, top5_acc: 0.6719, loss_cls: 2.5354, loss: 2.5354, grad_norm: 4.7556 2020-07-27 17:19:20,469 - mmaction - INFO - Epoch [141][1140/3757] lr: 1.170e-02, eta: 1 day, 1:51:14, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3898, top5_acc: 0.6633, loss_cls: 2.6493, loss: 2.6493, grad_norm: 4.9658 2020-07-27 17:19:31,911 - mmaction - INFO - Epoch [141][1160/3757] lr: 1.170e-02, eta: 1 day, 1:51:01, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4297, top5_acc: 0.6609, loss_cls: 2.5848, loss: 2.5848, grad_norm: 4.8023 2020-07-27 17:19:43,450 - mmaction - INFO - Epoch [141][1180/3757] lr: 1.170e-02, eta: 1 day, 1:50:49, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.4297, top5_acc: 0.6648, loss_cls: 2.5860, loss: 2.5860, grad_norm: 4.8877 2020-07-27 17:19:54,873 - mmaction - INFO - Epoch [141][1200/3757] lr: 1.170e-02, eta: 1 day, 1:50:36, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4258, top5_acc: 0.6414, loss_cls: 2.6854, loss: 2.6854, grad_norm: 4.9252 2020-07-27 17:20:06,685 - mmaction - INFO - Epoch [141][1220/3757] lr: 1.170e-02, eta: 1 day, 1:50:23, time: 0.591, data_time: 0.020, memory: 5232, top1_acc: 0.3992, top5_acc: 0.6359, loss_cls: 2.7335, loss: 2.7335, grad_norm: 4.7579 2020-07-27 17:20:17,968 - mmaction - INFO - Epoch [141][1240/3757] lr: 1.170e-02, eta: 1 day, 1:50:10, time: 0.564, data_time: 0.001, memory: 5232, top1_acc: 0.4109, top5_acc: 0.6680, loss_cls: 2.5803, loss: 2.5803, grad_norm: 4.7450 2020-07-27 17:20:29,303 - mmaction - INFO - Epoch [141][1260/3757] lr: 1.170e-02, eta: 1 day, 1:49:57, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4164, top5_acc: 0.6586, loss_cls: 2.5996, loss: 2.5996, grad_norm: 4.6942 2020-07-27 17:20:40,662 - mmaction - INFO - Epoch [141][1280/3757] lr: 1.170e-02, eta: 1 day, 1:49:44, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4023, top5_acc: 0.6531, loss_cls: 2.6529, loss: 2.6529, grad_norm: 4.8703 2020-07-27 17:20:52,062 - mmaction - INFO - Epoch [141][1300/3757] lr: 1.170e-02, eta: 1 day, 1:49:31, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4086, top5_acc: 0.6516, loss_cls: 2.6376, loss: 2.6376, grad_norm: 4.9400 2020-07-27 17:21:03,510 - mmaction - INFO - Epoch [141][1320/3757] lr: 1.170e-02, eta: 1 day, 1:49:18, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4141, top5_acc: 0.6430, loss_cls: 2.6602, loss: 2.6602, grad_norm: 4.7592 2020-07-27 17:21:14,930 - mmaction - INFO - Epoch [141][1340/3757] lr: 1.170e-02, eta: 1 day, 1:49:06, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4133, top5_acc: 0.6750, loss_cls: 2.5661, loss: 2.5661, grad_norm: 4.7489 2020-07-27 17:21:26,383 - mmaction - INFO - Epoch [141][1360/3757] lr: 1.170e-02, eta: 1 day, 1:48:53, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.3937, top5_acc: 0.6422, loss_cls: 2.6206, loss: 2.6206, grad_norm: 4.9102 2020-07-27 17:21:37,866 - mmaction - INFO - Epoch [141][1380/3757] lr: 1.170e-02, eta: 1 day, 1:48:40, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4242, top5_acc: 0.6609, loss_cls: 2.5590, loss: 2.5590, grad_norm: 4.7924 2020-07-27 17:21:49,253 - mmaction - INFO - Epoch [141][1400/3757] lr: 1.170e-02, eta: 1 day, 1:48:27, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.4242, top5_acc: 0.6719, loss_cls: 2.5786, loss: 2.5786, grad_norm: 4.8813 2020-07-27 17:22:00,624 - mmaction - INFO - Epoch [141][1420/3757] lr: 1.170e-02, eta: 1 day, 1:48:14, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4211, top5_acc: 0.6469, loss_cls: 2.5946, loss: 2.5946, grad_norm: 4.8958 2020-07-27 17:22:12,069 - mmaction - INFO - Epoch [141][1440/3757] lr: 1.170e-02, eta: 1 day, 1:48:01, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4086, top5_acc: 0.6687, loss_cls: 2.6022, loss: 2.6022, grad_norm: 4.9393 2020-07-27 17:22:23,337 - mmaction - INFO - Epoch [141][1460/3757] lr: 1.170e-02, eta: 1 day, 1:47:48, time: 0.564, data_time: 0.004, memory: 5232, top1_acc: 0.4008, top5_acc: 0.6430, loss_cls: 2.7020, loss: 2.7020, grad_norm: 5.0166 2020-07-27 17:22:34,760 - mmaction - INFO - Epoch [141][1480/3757] lr: 1.170e-02, eta: 1 day, 1:47:35, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4250, top5_acc: 0.6547, loss_cls: 2.6213, loss: 2.6213, grad_norm: 4.8227 2020-07-27 17:22:47,304 - mmaction - INFO - Epoch [141][1500/3757] lr: 1.170e-02, eta: 1 day, 1:47:23, time: 0.627, data_time: 0.003, memory: 5232, top1_acc: 0.4172, top5_acc: 0.6656, loss_cls: 2.6352, loss: 2.6352, grad_norm: 4.8603 2020-07-27 17:22:58,733 - mmaction - INFO - Epoch [141][1520/3757] lr: 1.170e-02, eta: 1 day, 1:47:10, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4328, top5_acc: 0.6641, loss_cls: 2.6053, loss: 2.6053, grad_norm: 4.8236 2020-07-27 17:23:10,154 - mmaction - INFO - Epoch [141][1540/3757] lr: 1.170e-02, eta: 1 day, 1:46:57, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4023, top5_acc: 0.6398, loss_cls: 2.6734, loss: 2.6734, grad_norm: 4.7971 2020-07-27 17:23:22,835 - mmaction - INFO - Epoch [141][1560/3757] lr: 1.170e-02, eta: 1 day, 1:46:45, time: 0.634, data_time: 0.003, memory: 5232, top1_acc: 0.4148, top5_acc: 0.6531, loss_cls: 2.6059, loss: 2.6059, grad_norm: 4.8288 2020-07-27 17:23:35,629 - mmaction - INFO - Epoch [141][1580/3757] lr: 1.170e-02, eta: 1 day, 1:46:32, time: 0.640, data_time: 0.009, memory: 5232, top1_acc: 0.4266, top5_acc: 0.6703, loss_cls: 2.5977, loss: 2.5977, grad_norm: 4.8288 2020-07-27 17:23:47,052 - mmaction - INFO - Epoch [141][1600/3757] lr: 1.170e-02, eta: 1 day, 1:46:19, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.4070, top5_acc: 0.6594, loss_cls: 2.6132, loss: 2.6132, grad_norm: 5.0673 2020-07-27 17:23:58,444 - mmaction - INFO - Epoch [141][1620/3757] lr: 1.170e-02, eta: 1 day, 1:46:07, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4055, top5_acc: 0.6492, loss_cls: 2.6835, loss: 2.6835, grad_norm: 4.7671 2020-07-27 17:24:09,760 - mmaction - INFO - Epoch [141][1640/3757] lr: 1.170e-02, eta: 1 day, 1:45:54, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4336, top5_acc: 0.6813, loss_cls: 2.5372, loss: 2.5372, grad_norm: 4.8836 2020-07-27 17:24:21,184 - mmaction - INFO - Epoch [141][1660/3757] lr: 1.170e-02, eta: 1 day, 1:45:41, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4336, top5_acc: 0.6531, loss_cls: 2.6124, loss: 2.6124, grad_norm: 4.7828 2020-07-27 17:24:32,575 - mmaction - INFO - Epoch [141][1680/3757] lr: 1.170e-02, eta: 1 day, 1:45:28, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4281, top5_acc: 0.6508, loss_cls: 2.6357, loss: 2.6357, grad_norm: 4.8951 2020-07-27 17:24:44,014 - mmaction - INFO - Epoch [141][1700/3757] lr: 1.170e-02, eta: 1 day, 1:45:15, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4430, top5_acc: 0.6719, loss_cls: 2.4830, loss: 2.4830, grad_norm: 4.6490 2020-07-27 17:24:55,434 - mmaction - INFO - Epoch [141][1720/3757] lr: 1.170e-02, eta: 1 day, 1:45:02, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4164, top5_acc: 0.6562, loss_cls: 2.6501, loss: 2.6501, grad_norm: 4.7976 2020-07-27 17:25:06,840 - mmaction - INFO - Epoch [141][1740/3757] lr: 1.170e-02, eta: 1 day, 1:44:49, time: 0.570, data_time: 0.001, memory: 5232, top1_acc: 0.4133, top5_acc: 0.6531, loss_cls: 2.6987, loss: 2.6987, grad_norm: 4.9529 2020-07-27 17:25:18,210 - mmaction - INFO - Epoch [141][1760/3757] lr: 1.170e-02, eta: 1 day, 1:44:36, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4047, top5_acc: 0.6562, loss_cls: 2.6496, loss: 2.6496, grad_norm: 4.8631 2020-07-27 17:25:29,689 - mmaction - INFO - Epoch [141][1780/3757] lr: 1.170e-02, eta: 1 day, 1:44:24, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4117, top5_acc: 0.6320, loss_cls: 2.7167, loss: 2.7167, grad_norm: 4.7542 2020-07-27 17:25:41,151 - mmaction - INFO - Epoch [141][1800/3757] lr: 1.170e-02, eta: 1 day, 1:44:11, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4000, top5_acc: 0.6398, loss_cls: 2.7299, loss: 2.7299, grad_norm: 4.9184 2020-07-27 17:25:52,647 - mmaction - INFO - Epoch [141][1820/3757] lr: 1.170e-02, eta: 1 day, 1:43:58, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4195, top5_acc: 0.6680, loss_cls: 2.6010, loss: 2.6010, grad_norm: 4.6086 2020-07-27 17:26:03,985 - mmaction - INFO - Epoch [141][1840/3757] lr: 1.170e-02, eta: 1 day, 1:43:45, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4266, top5_acc: 0.6695, loss_cls: 2.5619, loss: 2.5619, grad_norm: 4.6914 2020-07-27 17:26:15,359 - mmaction - INFO - Epoch [141][1860/3757] lr: 1.170e-02, eta: 1 day, 1:43:32, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4398, top5_acc: 0.6641, loss_cls: 2.5865, loss: 2.5865, grad_norm: 4.8887 2020-07-27 17:26:27,011 - mmaction - INFO - Epoch [141][1880/3757] lr: 1.170e-02, eta: 1 day, 1:43:19, time: 0.582, data_time: 0.003, memory: 5232, top1_acc: 0.4062, top5_acc: 0.6430, loss_cls: 2.6894, loss: 2.6894, grad_norm: 4.8789 2020-07-27 17:26:38,493 - mmaction - INFO - Epoch [141][1900/3757] lr: 1.170e-02, eta: 1 day, 1:43:06, time: 0.575, data_time: 0.001, memory: 5232, top1_acc: 0.4078, top5_acc: 0.6555, loss_cls: 2.6603, loss: 2.6603, grad_norm: 4.6767 2020-07-27 17:26:49,857 - mmaction - INFO - Epoch [141][1920/3757] lr: 1.170e-02, eta: 1 day, 1:42:53, time: 0.568, data_time: 0.001, memory: 5232, top1_acc: 0.4242, top5_acc: 0.6602, loss_cls: 2.5783, loss: 2.5783, grad_norm: 4.6587 2020-07-27 17:27:01,116 - mmaction - INFO - Epoch [141][1940/3757] lr: 1.170e-02, eta: 1 day, 1:42:41, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.4078, top5_acc: 0.6500, loss_cls: 2.6517, loss: 2.6517, grad_norm: 4.8078 2020-07-27 17:27:12,605 - mmaction - INFO - Epoch [141][1960/3757] lr: 1.170e-02, eta: 1 day, 1:42:28, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4461, top5_acc: 0.6797, loss_cls: 2.4646, loss: 2.4646, grad_norm: 4.5706 2020-07-27 17:27:24,087 - mmaction - INFO - Epoch [141][1980/3757] lr: 1.170e-02, eta: 1 day, 1:42:15, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.4383, top5_acc: 0.6836, loss_cls: 2.4809, loss: 2.4809, grad_norm: 4.6482 2020-07-27 17:27:35,472 - mmaction - INFO - Epoch [141][2000/3757] lr: 1.170e-02, eta: 1 day, 1:42:02, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4367, top5_acc: 0.6625, loss_cls: 2.5900, loss: 2.5900, grad_norm: 4.8250 2020-07-27 17:27:46,914 - mmaction - INFO - Epoch [141][2020/3757] lr: 1.170e-02, eta: 1 day, 1:41:49, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4336, top5_acc: 0.6789, loss_cls: 2.5304, loss: 2.5304, grad_norm: 4.8163 2020-07-27 17:27:58,254 - mmaction - INFO - Epoch [141][2040/3757] lr: 1.170e-02, eta: 1 day, 1:41:36, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.4188, top5_acc: 0.6609, loss_cls: 2.5594, loss: 2.5594, grad_norm: 4.7026 2020-07-27 17:28:09,652 - mmaction - INFO - Epoch [141][2060/3757] lr: 1.170e-02, eta: 1 day, 1:41:23, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4203, top5_acc: 0.6570, loss_cls: 2.6076, loss: 2.6076, grad_norm: 4.9366 2020-07-27 17:28:21,136 - mmaction - INFO - Epoch [141][2080/3757] lr: 1.170e-02, eta: 1 day, 1:41:10, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3922, top5_acc: 0.6516, loss_cls: 2.6445, loss: 2.6445, grad_norm: 4.8420 2020-07-27 17:28:32,630 - mmaction - INFO - Epoch [141][2100/3757] lr: 1.170e-02, eta: 1 day, 1:40:58, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4258, top5_acc: 0.6531, loss_cls: 2.6332, loss: 2.6332, grad_norm: 4.9272 2020-07-27 17:28:43,987 - mmaction - INFO - Epoch [141][2120/3757] lr: 1.170e-02, eta: 1 day, 1:40:45, time: 0.568, data_time: 0.001, memory: 5232, top1_acc: 0.3992, top5_acc: 0.6539, loss_cls: 2.6396, loss: 2.6396, grad_norm: 4.9947 2020-07-27 17:28:55,452 - mmaction - INFO - Epoch [141][2140/3757] lr: 1.170e-02, eta: 1 day, 1:40:32, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4281, top5_acc: 0.6508, loss_cls: 2.6528, loss: 2.6528, grad_norm: 4.8989 2020-07-27 17:29:06,805 - mmaction - INFO - Epoch [141][2160/3757] lr: 1.170e-02, eta: 1 day, 1:40:19, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.4141, top5_acc: 0.6656, loss_cls: 2.6513, loss: 2.6513, grad_norm: 4.8691 2020-07-27 17:29:18,277 - mmaction - INFO - Epoch [141][2180/3757] lr: 1.170e-02, eta: 1 day, 1:40:06, time: 0.574, data_time: 0.005, memory: 5232, top1_acc: 0.4367, top5_acc: 0.6852, loss_cls: 2.5006, loss: 2.5006, grad_norm: 4.7437 2020-07-27 17:29:29,715 - mmaction - INFO - Epoch [141][2200/3757] lr: 1.170e-02, eta: 1 day, 1:39:53, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3898, top5_acc: 0.6484, loss_cls: 2.6968, loss: 2.6968, grad_norm: 5.0441 2020-07-27 17:29:41,131 - mmaction - INFO - Epoch [141][2220/3757] lr: 1.170e-02, eta: 1 day, 1:39:40, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4148, top5_acc: 0.6586, loss_cls: 2.6237, loss: 2.6237, grad_norm: 4.8756 2020-07-27 17:29:52,606 - mmaction - INFO - Epoch [141][2240/3757] lr: 1.170e-02, eta: 1 day, 1:39:27, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4125, top5_acc: 0.6555, loss_cls: 2.7143, loss: 2.7143, grad_norm: 4.9475 2020-07-27 17:30:04,056 - mmaction - INFO - Epoch [141][2260/3757] lr: 1.170e-02, eta: 1 day, 1:39:15, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4211, top5_acc: 0.6578, loss_cls: 2.6308, loss: 2.6308, grad_norm: 4.7025 2020-07-27 17:30:15,454 - mmaction - INFO - Epoch [141][2280/3757] lr: 1.170e-02, eta: 1 day, 1:39:02, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4398, top5_acc: 0.6891, loss_cls: 2.4629, loss: 2.4629, grad_norm: 4.8602 2020-07-27 17:30:26,874 - mmaction - INFO - Epoch [141][2300/3757] lr: 1.170e-02, eta: 1 day, 1:38:49, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4109, top5_acc: 0.6383, loss_cls: 2.6810, loss: 2.6810, grad_norm: 4.8972 2020-07-27 17:30:38,272 - mmaction - INFO - Epoch [141][2320/3757] lr: 1.170e-02, eta: 1 day, 1:38:36, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.4117, top5_acc: 0.6617, loss_cls: 2.6123, loss: 2.6123, grad_norm: 4.7939 2020-07-27 17:30:49,634 - mmaction - INFO - Epoch [141][2340/3757] lr: 1.170e-02, eta: 1 day, 1:38:23, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4352, top5_acc: 0.6766, loss_cls: 2.5481, loss: 2.5481, grad_norm: 4.7531 2020-07-27 17:31:01,128 - mmaction - INFO - Epoch [141][2360/3757] lr: 1.170e-02, eta: 1 day, 1:38:10, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.4172, top5_acc: 0.6586, loss_cls: 2.6445, loss: 2.6445, grad_norm: 4.8051 2020-07-27 17:31:12,642 - mmaction - INFO - Epoch [141][2380/3757] lr: 1.170e-02, eta: 1 day, 1:37:57, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4367, top5_acc: 0.6828, loss_cls: 2.5534, loss: 2.5534, grad_norm: 4.6700 2020-07-27 17:31:24,081 - mmaction - INFO - Epoch [141][2400/3757] lr: 1.170e-02, eta: 1 day, 1:37:45, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.4500, top5_acc: 0.6789, loss_cls: 2.4851, loss: 2.4851, grad_norm: 4.5884 2020-07-27 17:31:35,535 - mmaction - INFO - Epoch [141][2420/3757] lr: 1.170e-02, eta: 1 day, 1:37:32, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4211, top5_acc: 0.6320, loss_cls: 2.7088, loss: 2.7088, grad_norm: 4.8718 2020-07-27 17:31:46,966 - mmaction - INFO - Epoch [141][2440/3757] lr: 1.170e-02, eta: 1 day, 1:37:19, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4016, top5_acc: 0.6352, loss_cls: 2.7088, loss: 2.7088, grad_norm: 4.7686 2020-07-27 17:31:58,291 - mmaction - INFO - Epoch [141][2460/3757] lr: 1.170e-02, eta: 1 day, 1:37:06, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4273, top5_acc: 0.6539, loss_cls: 2.6414, loss: 2.6414, grad_norm: 4.8195 2020-07-27 17:32:09,690 - mmaction - INFO - Epoch [141][2480/3757] lr: 1.170e-02, eta: 1 day, 1:36:53, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.4211, top5_acc: 0.6422, loss_cls: 2.6422, loss: 2.6422, grad_norm: 4.8044 2020-07-27 17:32:21,085 - mmaction - INFO - Epoch [141][2500/3757] lr: 1.170e-02, eta: 1 day, 1:36:40, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.3930, top5_acc: 0.6445, loss_cls: 2.7587, loss: 2.7587, grad_norm: 4.9397 2020-07-27 17:32:32,537 - mmaction - INFO - Epoch [141][2520/3757] lr: 1.170e-02, eta: 1 day, 1:36:27, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4227, top5_acc: 0.6555, loss_cls: 2.6050, loss: 2.6050, grad_norm: 4.7314 2020-07-27 17:32:43,870 - mmaction - INFO - Epoch [141][2540/3757] lr: 1.170e-02, eta: 1 day, 1:36:14, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3891, top5_acc: 0.6328, loss_cls: 2.7773, loss: 2.7773, grad_norm: 5.0505 2020-07-27 17:32:55,208 - mmaction - INFO - Epoch [141][2560/3757] lr: 1.170e-02, eta: 1 day, 1:36:01, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4125, top5_acc: 0.6539, loss_cls: 2.6226, loss: 2.6226, grad_norm: 4.8982 2020-07-27 17:33:06,630 - mmaction - INFO - Epoch [141][2580/3757] lr: 1.170e-02, eta: 1 day, 1:35:49, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4117, top5_acc: 0.6602, loss_cls: 2.6109, loss: 2.6109, grad_norm: 4.9839 2020-07-27 17:33:17,979 - mmaction - INFO - Epoch [141][2600/3757] lr: 1.170e-02, eta: 1 day, 1:35:36, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4070, top5_acc: 0.6359, loss_cls: 2.6616, loss: 2.6616, grad_norm: 4.9216 2020-07-27 17:33:29,453 - mmaction - INFO - Epoch [141][2620/3757] lr: 1.170e-02, eta: 1 day, 1:35:23, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4289, top5_acc: 0.6742, loss_cls: 2.5808, loss: 2.5808, grad_norm: 4.7367 2020-07-27 17:33:40,943 - mmaction - INFO - Epoch [141][2640/3757] lr: 1.170e-02, eta: 1 day, 1:35:10, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4242, top5_acc: 0.6641, loss_cls: 2.6017, loss: 2.6017, grad_norm: 4.9119 2020-07-27 17:33:52,453 - mmaction - INFO - Epoch [141][2660/3757] lr: 1.170e-02, eta: 1 day, 1:34:57, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4156, top5_acc: 0.6547, loss_cls: 2.7006, loss: 2.7006, grad_norm: 4.9847 2020-07-27 17:34:03,902 - mmaction - INFO - Epoch [141][2680/3757] lr: 1.170e-02, eta: 1 day, 1:34:44, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4266, top5_acc: 0.6586, loss_cls: 2.5664, loss: 2.5664, grad_norm: 4.8967 2020-07-27 17:34:15,272 - mmaction - INFO - Epoch [141][2700/3757] lr: 1.170e-02, eta: 1 day, 1:34:31, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4352, top5_acc: 0.6664, loss_cls: 2.5311, loss: 2.5311, grad_norm: 4.7830 2020-07-27 17:34:26,713 - mmaction - INFO - Epoch [141][2720/3757] lr: 1.170e-02, eta: 1 day, 1:34:19, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4188, top5_acc: 0.6734, loss_cls: 2.5849, loss: 2.5849, grad_norm: 4.9203 2020-07-27 17:34:38,331 - mmaction - INFO - Epoch [141][2740/3757] lr: 1.170e-02, eta: 1 day, 1:34:06, time: 0.581, data_time: 0.017, memory: 5232, top1_acc: 0.4039, top5_acc: 0.6625, loss_cls: 2.5661, loss: 2.5661, grad_norm: 4.8157 2020-07-27 17:34:49,895 - mmaction - INFO - Epoch [141][2760/3757] lr: 1.170e-02, eta: 1 day, 1:33:53, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.4359, top5_acc: 0.6617, loss_cls: 2.5595, loss: 2.5595, grad_norm: 4.7578 2020-07-27 17:35:01,211 - mmaction - INFO - Epoch [141][2780/3757] lr: 1.170e-02, eta: 1 day, 1:33:40, time: 0.566, data_time: 0.001, memory: 5232, top1_acc: 0.4227, top5_acc: 0.6430, loss_cls: 2.6689, loss: 2.6689, grad_norm: 4.7693 2020-07-27 17:35:12,674 - mmaction - INFO - Epoch [141][2800/3757] lr: 1.170e-02, eta: 1 day, 1:33:27, time: 0.573, data_time: 0.009, memory: 5232, top1_acc: 0.4086, top5_acc: 0.6516, loss_cls: 2.6438, loss: 2.6438, grad_norm: 4.9342 2020-07-27 17:35:24,084 - mmaction - INFO - Epoch [141][2820/3757] lr: 1.170e-02, eta: 1 day, 1:33:14, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4094, top5_acc: 0.6609, loss_cls: 2.6262, loss: 2.6262, grad_norm: 4.8994 2020-07-27 17:35:35,459 - mmaction - INFO - Epoch [141][2840/3757] lr: 1.170e-02, eta: 1 day, 1:33:01, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4281, top5_acc: 0.6516, loss_cls: 2.6047, loss: 2.6047, grad_norm: 4.7500 2020-07-27 17:35:46,884 - mmaction - INFO - Epoch [141][2860/3757] lr: 1.170e-02, eta: 1 day, 1:32:49, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4047, top5_acc: 0.6523, loss_cls: 2.6941, loss: 2.6941, grad_norm: 4.9580 2020-07-27 17:35:58,257 - mmaction - INFO - Epoch [141][2880/3757] lr: 1.170e-02, eta: 1 day, 1:32:36, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4336, top5_acc: 0.6742, loss_cls: 2.5560, loss: 2.5560, grad_norm: 4.7037 2020-07-27 17:36:09,653 - mmaction - INFO - Epoch [141][2900/3757] lr: 1.170e-02, eta: 1 day, 1:32:23, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4281, top5_acc: 0.6672, loss_cls: 2.5961, loss: 2.5961, grad_norm: 4.9232 2020-07-27 17:36:21,030 - mmaction - INFO - Epoch [141][2920/3757] lr: 1.170e-02, eta: 1 day, 1:32:10, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.4352, top5_acc: 0.6719, loss_cls: 2.5781, loss: 2.5781, grad_norm: 4.8684 2020-07-27 17:36:32,616 - mmaction - INFO - Epoch [141][2940/3757] lr: 1.170e-02, eta: 1 day, 1:31:57, time: 0.579, data_time: 0.015, memory: 5232, top1_acc: 0.4172, top5_acc: 0.6641, loss_cls: 2.6352, loss: 2.6352, grad_norm: 4.8428 2020-07-27 17:36:44,054 - mmaction - INFO - Epoch [141][2960/3757] lr: 1.170e-02, eta: 1 day, 1:31:44, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4313, top5_acc: 0.6906, loss_cls: 2.5099, loss: 2.5099, grad_norm: 4.7605 2020-07-27 17:36:55,490 - mmaction - INFO - Epoch [141][2980/3757] lr: 1.170e-02, eta: 1 day, 1:31:31, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4047, top5_acc: 0.6531, loss_cls: 2.6451, loss: 2.6451, grad_norm: 5.0720 2020-07-27 17:37:06,884 - mmaction - INFO - Epoch [141][3000/3757] lr: 1.170e-02, eta: 1 day, 1:31:19, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4062, top5_acc: 0.6570, loss_cls: 2.6648, loss: 2.6648, grad_norm: 4.8754 2020-07-27 17:37:18,260 - mmaction - INFO - Epoch [141][3020/3757] lr: 1.170e-02, eta: 1 day, 1:31:06, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4234, top5_acc: 0.6469, loss_cls: 2.6173, loss: 2.6173, grad_norm: 4.9427 2020-07-27 17:37:29,708 - mmaction - INFO - Epoch [141][3040/3757] lr: 1.170e-02, eta: 1 day, 1:30:53, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4219, top5_acc: 0.6562, loss_cls: 2.5930, loss: 2.5930, grad_norm: 4.9188 2020-07-27 17:37:41,185 - mmaction - INFO - Epoch [141][3060/3757] lr: 1.170e-02, eta: 1 day, 1:30:40, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4359, top5_acc: 0.6648, loss_cls: 2.5770, loss: 2.5770, grad_norm: 4.8404 2020-07-27 17:37:52,431 - mmaction - INFO - Epoch [141][3080/3757] lr: 1.170e-02, eta: 1 day, 1:30:27, time: 0.563, data_time: 0.002, memory: 5232, top1_acc: 0.4219, top5_acc: 0.6578, loss_cls: 2.6149, loss: 2.6149, grad_norm: 4.7453 2020-07-27 17:38:03,810 - mmaction - INFO - Epoch [141][3100/3757] lr: 1.170e-02, eta: 1 day, 1:30:14, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4414, top5_acc: 0.6656, loss_cls: 2.5695, loss: 2.5695, grad_norm: 4.8469 2020-07-27 17:38:15,220 - mmaction - INFO - Epoch [141][3120/3757] lr: 1.170e-02, eta: 1 day, 1:30:01, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4039, top5_acc: 0.6453, loss_cls: 2.7077, loss: 2.7077, grad_norm: 4.7997 2020-07-27 17:38:26,661 - mmaction - INFO - Epoch [141][3140/3757] lr: 1.170e-02, eta: 1 day, 1:29:48, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4211, top5_acc: 0.6687, loss_cls: 2.5660, loss: 2.5660, grad_norm: 4.8401 2020-07-27 17:38:38,067 - mmaction - INFO - Epoch [141][3160/3757] lr: 1.170e-02, eta: 1 day, 1:29:36, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.4195, top5_acc: 0.6516, loss_cls: 2.6297, loss: 2.6297, grad_norm: 5.0459 2020-07-27 17:38:49,507 - mmaction - INFO - Epoch [141][3180/3757] lr: 1.170e-02, eta: 1 day, 1:29:23, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4313, top5_acc: 0.6625, loss_cls: 2.5815, loss: 2.5815, grad_norm: 4.7844 2020-07-27 17:39:01,014 - mmaction - INFO - Epoch [141][3200/3757] lr: 1.170e-02, eta: 1 day, 1:29:10, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.3969, top5_acc: 0.6547, loss_cls: 2.6628, loss: 2.6628, grad_norm: 4.8265 2020-07-27 17:39:12,397 - mmaction - INFO - Epoch [141][3220/3757] lr: 1.170e-02, eta: 1 day, 1:28:57, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3906, top5_acc: 0.6562, loss_cls: 2.7271, loss: 2.7271, grad_norm: 4.9947 2020-07-27 17:39:23,784 - mmaction - INFO - Epoch [141][3240/3757] lr: 1.170e-02, eta: 1 day, 1:28:44, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4406, top5_acc: 0.6727, loss_cls: 2.4996, loss: 2.4996, grad_norm: 4.5546 2020-07-27 17:39:35,185 - mmaction - INFO - Epoch [141][3260/3757] lr: 1.170e-02, eta: 1 day, 1:28:31, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4203, top5_acc: 0.6562, loss_cls: 2.6531, loss: 2.6531, grad_norm: 4.8402 2020-07-27 17:39:46,598 - mmaction - INFO - Epoch [141][3280/3757] lr: 1.170e-02, eta: 1 day, 1:28:18, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4406, top5_acc: 0.6664, loss_cls: 2.5697, loss: 2.5697, grad_norm: 4.8681 2020-07-27 17:39:57,920 - mmaction - INFO - Epoch [141][3300/3757] lr: 1.170e-02, eta: 1 day, 1:28:05, time: 0.566, data_time: 0.004, memory: 5232, top1_acc: 0.4367, top5_acc: 0.6711, loss_cls: 2.5357, loss: 2.5357, grad_norm: 4.7871 2020-07-27 17:40:09,248 - mmaction - INFO - Epoch [141][3320/3757] lr: 1.170e-02, eta: 1 day, 1:27:53, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4242, top5_acc: 0.6625, loss_cls: 2.5733, loss: 2.5733, grad_norm: 4.8850 2020-07-27 17:40:20,664 - mmaction - INFO - Epoch [141][3340/3757] lr: 1.170e-02, eta: 1 day, 1:27:40, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4336, top5_acc: 0.6867, loss_cls: 2.4826, loss: 2.4826, grad_norm: 5.0342 2020-07-27 17:40:32,389 - mmaction - INFO - Epoch [141][3360/3757] lr: 1.170e-02, eta: 1 day, 1:27:27, time: 0.585, data_time: 0.015, memory: 5232, top1_acc: 0.4023, top5_acc: 0.6453, loss_cls: 2.6529, loss: 2.6529, grad_norm: 4.9269 2020-07-27 17:40:43,811 - mmaction - INFO - Epoch [141][3380/3757] lr: 1.170e-02, eta: 1 day, 1:27:14, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.4086, top5_acc: 0.6539, loss_cls: 2.6726, loss: 2.6726, grad_norm: 5.0807 2020-07-27 17:40:55,296 - mmaction - INFO - Epoch [141][3400/3757] lr: 1.170e-02, eta: 1 day, 1:27:01, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.4125, top5_acc: 0.6531, loss_cls: 2.6715, loss: 2.6715, grad_norm: 4.9609 2020-07-27 17:41:06,665 - mmaction - INFO - Epoch [141][3420/3757] lr: 1.170e-02, eta: 1 day, 1:26:48, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4266, top5_acc: 0.6734, loss_cls: 2.6035, loss: 2.6035, grad_norm: 4.7405 2020-07-27 17:41:18,195 - mmaction - INFO - Epoch [141][3440/3757] lr: 1.170e-02, eta: 1 day, 1:26:35, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.4180, top5_acc: 0.6633, loss_cls: 2.6075, loss: 2.6075, grad_norm: 4.8540 2020-07-27 17:41:29,555 - mmaction - INFO - Epoch [141][3460/3757] lr: 1.170e-02, eta: 1 day, 1:26:23, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.4156, top5_acc: 0.6562, loss_cls: 2.6810, loss: 2.6810, grad_norm: 4.8336 2020-07-27 17:41:41,065 - mmaction - INFO - Epoch [141][3480/3757] lr: 1.170e-02, eta: 1 day, 1:26:10, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4023, top5_acc: 0.6398, loss_cls: 2.7175, loss: 2.7175, grad_norm: 4.8830 2020-07-27 17:41:52,551 - mmaction - INFO - Epoch [141][3500/3757] lr: 1.170e-02, eta: 1 day, 1:25:57, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4250, top5_acc: 0.6727, loss_cls: 2.5505, loss: 2.5505, grad_norm: 4.7292 2020-07-27 17:42:04,030 - mmaction - INFO - Epoch [141][3520/3757] lr: 1.170e-02, eta: 1 day, 1:25:44, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4094, top5_acc: 0.6703, loss_cls: 2.5448, loss: 2.5448, grad_norm: 4.7699 2020-07-27 17:42:15,485 - mmaction - INFO - Epoch [141][3540/3757] lr: 1.170e-02, eta: 1 day, 1:25:31, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.4102, top5_acc: 0.6586, loss_cls: 2.6323, loss: 2.6323, grad_norm: 4.9045 2020-07-27 17:42:26,942 - mmaction - INFO - Epoch [141][3560/3757] lr: 1.170e-02, eta: 1 day, 1:25:18, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4281, top5_acc: 0.6523, loss_cls: 2.6268, loss: 2.6268, grad_norm: 4.6878 2020-07-27 17:42:38,422 - mmaction - INFO - Epoch [141][3580/3757] lr: 1.170e-02, eta: 1 day, 1:25:06, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4117, top5_acc: 0.6656, loss_cls: 2.5837, loss: 2.5837, grad_norm: 4.6866 2020-07-27 17:42:49,788 - mmaction - INFO - Epoch [141][3600/3757] lr: 1.170e-02, eta: 1 day, 1:24:53, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4430, top5_acc: 0.6625, loss_cls: 2.5520, loss: 2.5520, grad_norm: 4.7766 2020-07-27 17:43:01,193 - mmaction - INFO - Epoch [141][3620/3757] lr: 1.170e-02, eta: 1 day, 1:24:40, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4398, top5_acc: 0.6555, loss_cls: 2.5622, loss: 2.5622, grad_norm: 5.0030 2020-07-27 17:43:12,674 - mmaction - INFO - Epoch [141][3640/3757] lr: 1.170e-02, eta: 1 day, 1:24:27, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.4289, top5_acc: 0.6648, loss_cls: 2.6427, loss: 2.6427, grad_norm: 5.0589 2020-07-27 17:43:24,125 - mmaction - INFO - Epoch [141][3660/3757] lr: 1.170e-02, eta: 1 day, 1:24:14, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4062, top5_acc: 0.6398, loss_cls: 2.6430, loss: 2.6430, grad_norm: 4.9896 2020-07-27 17:43:35,578 - mmaction - INFO - Epoch [141][3680/3757] lr: 1.170e-02, eta: 1 day, 1:24:01, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4125, top5_acc: 0.6602, loss_cls: 2.6637, loss: 2.6637, grad_norm: 4.9697 2020-07-27 17:43:47,055 - mmaction - INFO - Epoch [141][3700/3757] lr: 1.170e-02, eta: 1 day, 1:23:48, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.4289, top5_acc: 0.6477, loss_cls: 2.6520, loss: 2.6520, grad_norm: 4.9597 2020-07-27 17:43:58,528 - mmaction - INFO - Epoch [141][3720/3757] lr: 1.170e-02, eta: 1 day, 1:23:36, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4000, top5_acc: 0.6469, loss_cls: 2.6688, loss: 2.6688, grad_norm: 5.0788 2020-07-27 17:44:10,043 - mmaction - INFO - Epoch [141][3740/3757] lr: 1.170e-02, eta: 1 day, 1:23:23, time: 0.576, data_time: 0.002, memory: 5232, top1_acc: 0.3977, top5_acc: 0.6344, loss_cls: 2.7614, loss: 2.7614, grad_norm: 4.9387 2020-07-27 17:48:11,040 - mmaction - INFO - Epoch [142][20/3757] lr: 1.114e-02, eta: 1 day, 1:24:14, time: 11.271, data_time: 10.597, memory: 5232, top1_acc: 0.4266, top5_acc: 0.6406, loss_cls: 2.6693, loss: 2.6693, grad_norm: 4.8073 2020-07-27 17:48:22,812 - mmaction - INFO - Epoch [142][40/3757] lr: 1.114e-02, eta: 1 day, 1:24:01, time: 0.589, data_time: 0.025, memory: 5232, top1_acc: 0.4180, top5_acc: 0.6687, loss_cls: 2.5974, loss: 2.5974, grad_norm: 4.8519 2020-07-27 17:48:34,549 - mmaction - INFO - Epoch [142][60/3757] lr: 1.114e-02, eta: 1 day, 1:23:49, time: 0.587, data_time: 0.020, memory: 5232, top1_acc: 0.4180, top5_acc: 0.6578, loss_cls: 2.6283, loss: 2.6283, grad_norm: 4.7869 2020-07-27 17:48:46,343 - mmaction - INFO - Epoch [142][80/3757] lr: 1.114e-02, eta: 1 day, 1:23:36, time: 0.589, data_time: 0.024, memory: 5232, top1_acc: 0.4117, top5_acc: 0.6453, loss_cls: 2.6629, loss: 2.6629, grad_norm: 4.8579 2020-07-27 17:48:58,036 - mmaction - INFO - Epoch [142][100/3757] lr: 1.114e-02, eta: 1 day, 1:23:23, time: 0.585, data_time: 0.017, memory: 5232, top1_acc: 0.4266, top5_acc: 0.6836, loss_cls: 2.5467, loss: 2.5467, grad_norm: 4.7810 2020-07-27 17:49:09,707 - mmaction - INFO - Epoch [142][120/3757] lr: 1.114e-02, eta: 1 day, 1:23:10, time: 0.584, data_time: 0.025, memory: 5232, top1_acc: 0.4398, top5_acc: 0.6570, loss_cls: 2.5648, loss: 2.5648, grad_norm: 4.9140 2020-07-27 17:49:21,381 - mmaction - INFO - Epoch [142][140/3757] lr: 1.114e-02, eta: 1 day, 1:22:57, time: 0.584, data_time: 0.016, memory: 5232, top1_acc: 0.4391, top5_acc: 0.6789, loss_cls: 2.5269, loss: 2.5269, grad_norm: 4.9029 2020-07-27 17:49:32,777 - mmaction - INFO - Epoch [142][160/3757] lr: 1.114e-02, eta: 1 day, 1:22:45, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4203, top5_acc: 0.6586, loss_cls: 2.6044, loss: 2.6044, grad_norm: 4.8380 2020-07-27 17:49:44,113 - mmaction - INFO - Epoch [142][180/3757] lr: 1.114e-02, eta: 1 day, 1:22:32, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4016, top5_acc: 0.6398, loss_cls: 2.6578, loss: 2.6578, grad_norm: 4.8792 2020-07-27 17:49:55,574 - mmaction - INFO - Epoch [142][200/3757] lr: 1.114e-02, eta: 1 day, 1:22:19, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4539, top5_acc: 0.7133, loss_cls: 2.3682, loss: 2.3682, grad_norm: 4.6452 2020-07-27 17:50:09,897 - mmaction - INFO - Epoch [142][220/3757] lr: 1.114e-02, eta: 1 day, 1:22:07, time: 0.716, data_time: 0.026, memory: 5232, top1_acc: 0.4281, top5_acc: 0.6633, loss_cls: 2.5807, loss: 2.5807, grad_norm: 5.0230 2020-07-27 17:50:23,934 - mmaction - INFO - Epoch [142][240/3757] lr: 1.114e-02, eta: 1 day, 1:21:55, time: 0.702, data_time: 0.145, memory: 5232, top1_acc: 0.4211, top5_acc: 0.6516, loss_cls: 2.6284, loss: 2.6284, grad_norm: 5.0100 2020-07-27 17:50:35,565 - mmaction - INFO - Epoch [142][260/3757] lr: 1.114e-02, eta: 1 day, 1:21:42, time: 0.581, data_time: 0.017, memory: 5232, top1_acc: 0.4055, top5_acc: 0.6570, loss_cls: 2.6070, loss: 2.6070, grad_norm: 4.9254 2020-07-27 17:50:47,259 - mmaction - INFO - Epoch [142][280/3757] lr: 1.114e-02, eta: 1 day, 1:21:30, time: 0.585, data_time: 0.025, memory: 5232, top1_acc: 0.4492, top5_acc: 0.6945, loss_cls: 2.4543, loss: 2.4543, grad_norm: 4.7619 2020-07-27 17:50:58,999 - mmaction - INFO - Epoch [142][300/3757] lr: 1.114e-02, eta: 1 day, 1:21:17, time: 0.587, data_time: 0.019, memory: 5232, top1_acc: 0.4156, top5_acc: 0.6422, loss_cls: 2.6866, loss: 2.6866, grad_norm: 4.8501 2020-07-27 17:51:10,754 - mmaction - INFO - Epoch [142][320/3757] lr: 1.114e-02, eta: 1 day, 1:21:04, time: 0.588, data_time: 0.024, memory: 5232, top1_acc: 0.4242, top5_acc: 0.6680, loss_cls: 2.5860, loss: 2.5860, grad_norm: 4.8643 2020-07-27 17:51:22,353 - mmaction - INFO - Epoch [142][340/3757] lr: 1.114e-02, eta: 1 day, 1:20:51, time: 0.580, data_time: 0.016, memory: 5232, top1_acc: 0.4180, top5_acc: 0.6617, loss_cls: 2.5939, loss: 2.5939, grad_norm: 4.9008 2020-07-27 17:51:33,921 - mmaction - INFO - Epoch [142][360/3757] lr: 1.114e-02, eta: 1 day, 1:20:38, time: 0.578, data_time: 0.014, memory: 5232, top1_acc: 0.4328, top5_acc: 0.6695, loss_cls: 2.5624, loss: 2.5624, grad_norm: 4.8958 2020-07-27 17:51:45,260 - mmaction - INFO - Epoch [142][380/3757] lr: 1.114e-02, eta: 1 day, 1:20:25, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4414, top5_acc: 0.6734, loss_cls: 2.4694, loss: 2.4694, grad_norm: 4.8313 2020-07-27 17:51:56,621 - mmaction - INFO - Epoch [142][400/3757] lr: 1.114e-02, eta: 1 day, 1:20:13, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4289, top5_acc: 0.6727, loss_cls: 2.5287, loss: 2.5287, grad_norm: 4.8464 2020-07-27 17:52:08,042 - mmaction - INFO - Epoch [142][420/3757] lr: 1.114e-02, eta: 1 day, 1:20:00, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4328, top5_acc: 0.6836, loss_cls: 2.5123, loss: 2.5123, grad_norm: 4.9007 2020-07-27 17:52:19,468 - mmaction - INFO - Epoch [142][440/3757] lr: 1.114e-02, eta: 1 day, 1:19:47, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4336, top5_acc: 0.6625, loss_cls: 2.5821, loss: 2.5821, grad_norm: 4.8431 2020-07-27 17:52:30,995 - mmaction - INFO - Epoch [142][460/3757] lr: 1.114e-02, eta: 1 day, 1:19:34, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4156, top5_acc: 0.6625, loss_cls: 2.6392, loss: 2.6392, grad_norm: 5.0873 2020-07-27 17:52:42,388 - mmaction - INFO - Epoch [142][480/3757] lr: 1.114e-02, eta: 1 day, 1:19:21, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4180, top5_acc: 0.6711, loss_cls: 2.5760, loss: 2.5760, grad_norm: 4.9367 2020-07-27 17:52:53,833 - mmaction - INFO - Epoch [142][500/3757] lr: 1.114e-02, eta: 1 day, 1:19:08, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4062, top5_acc: 0.6508, loss_cls: 2.6298, loss: 2.6298, grad_norm: 5.0720 2020-07-27 17:53:05,245 - mmaction - INFO - Epoch [142][520/3757] lr: 1.114e-02, eta: 1 day, 1:18:55, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4242, top5_acc: 0.6766, loss_cls: 2.5786, loss: 2.5786, grad_norm: 4.7506 2020-07-27 17:53:16,609 - mmaction - INFO - Epoch [142][540/3757] lr: 1.114e-02, eta: 1 day, 1:18:42, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4188, top5_acc: 0.6477, loss_cls: 2.6372, loss: 2.6372, grad_norm: 4.9266 2020-07-27 17:53:28,085 - mmaction - INFO - Epoch [142][560/3757] lr: 1.114e-02, eta: 1 day, 1:18:30, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4242, top5_acc: 0.6695, loss_cls: 2.6308, loss: 2.6308, grad_norm: 4.9718 2020-07-27 17:53:39,389 - mmaction - INFO - Epoch [142][580/3757] lr: 1.114e-02, eta: 1 day, 1:18:17, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4391, top5_acc: 0.6687, loss_cls: 2.5502, loss: 2.5502, grad_norm: 4.8000 2020-07-27 17:53:50,798 - mmaction - INFO - Epoch [142][600/3757] lr: 1.114e-02, eta: 1 day, 1:18:04, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4367, top5_acc: 0.6781, loss_cls: 2.5547, loss: 2.5547, grad_norm: 4.8863 2020-07-27 17:54:02,261 - mmaction - INFO - Epoch [142][620/3757] lr: 1.114e-02, eta: 1 day, 1:17:51, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4477, top5_acc: 0.6781, loss_cls: 2.5089, loss: 2.5089, grad_norm: 4.8876 2020-07-27 17:54:13,807 - mmaction - INFO - Epoch [142][640/3757] lr: 1.114e-02, eta: 1 day, 1:17:38, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.4398, top5_acc: 0.6742, loss_cls: 2.5655, loss: 2.5655, grad_norm: 5.0209 2020-07-27 17:54:25,291 - mmaction - INFO - Epoch [142][660/3757] lr: 1.114e-02, eta: 1 day, 1:17:25, time: 0.575, data_time: 0.013, memory: 5232, top1_acc: 0.4156, top5_acc: 0.6641, loss_cls: 2.5794, loss: 2.5794, grad_norm: 4.9265 2020-07-27 17:54:36,800 - mmaction - INFO - Epoch [142][680/3757] lr: 1.114e-02, eta: 1 day, 1:17:12, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4086, top5_acc: 0.6641, loss_cls: 2.5759, loss: 2.5759, grad_norm: 4.9364 2020-07-27 17:54:48,216 - mmaction - INFO - Epoch [142][700/3757] lr: 1.114e-02, eta: 1 day, 1:17:00, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4445, top5_acc: 0.6930, loss_cls: 2.4454, loss: 2.4454, grad_norm: 4.6988 2020-07-27 17:54:59,548 - mmaction - INFO - Epoch [142][720/3757] lr: 1.114e-02, eta: 1 day, 1:16:47, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.4258, top5_acc: 0.6547, loss_cls: 2.6323, loss: 2.6323, grad_norm: 5.0355 2020-07-27 17:55:11,028 - mmaction - INFO - Epoch [142][740/3757] lr: 1.114e-02, eta: 1 day, 1:16:34, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4172, top5_acc: 0.6461, loss_cls: 2.6779, loss: 2.6779, grad_norm: 5.0502 2020-07-27 17:55:22,473 - mmaction - INFO - Epoch [142][760/3757] lr: 1.114e-02, eta: 1 day, 1:16:21, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4062, top5_acc: 0.6555, loss_cls: 2.6211, loss: 2.6211, grad_norm: 4.9272 2020-07-27 17:55:33,851 - mmaction - INFO - Epoch [142][780/3757] lr: 1.114e-02, eta: 1 day, 1:16:08, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4055, top5_acc: 0.6562, loss_cls: 2.5991, loss: 2.5991, grad_norm: 5.0539 2020-07-27 17:55:45,294 - mmaction - INFO - Epoch [142][800/3757] lr: 1.114e-02, eta: 1 day, 1:15:55, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4250, top5_acc: 0.6656, loss_cls: 2.5294, loss: 2.5294, grad_norm: 4.8890 2020-07-27 17:55:56,713 - mmaction - INFO - Epoch [142][820/3757] lr: 1.114e-02, eta: 1 day, 1:15:42, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.4078, top5_acc: 0.6508, loss_cls: 2.6627, loss: 2.6627, grad_norm: 5.0653 2020-07-27 17:56:08,103 - mmaction - INFO - Epoch [142][840/3757] lr: 1.114e-02, eta: 1 day, 1:15:29, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4289, top5_acc: 0.6656, loss_cls: 2.5551, loss: 2.5551, grad_norm: 4.8540 2020-07-27 17:56:19,546 - mmaction - INFO - Epoch [142][860/3757] lr: 1.114e-02, eta: 1 day, 1:15:17, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.4195, top5_acc: 0.6844, loss_cls: 2.5446, loss: 2.5446, grad_norm: 4.8887 2020-07-27 17:56:30,870 - mmaction - INFO - Epoch [142][880/3757] lr: 1.114e-02, eta: 1 day, 1:15:04, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4289, top5_acc: 0.6648, loss_cls: 2.5507, loss: 2.5507, grad_norm: 4.8034 2020-07-27 17:56:42,271 - mmaction - INFO - Epoch [142][900/3757] lr: 1.114e-02, eta: 1 day, 1:14:51, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4211, top5_acc: 0.6695, loss_cls: 2.6282, loss: 2.6282, grad_norm: 4.8270 2020-07-27 17:56:53,622 - mmaction - INFO - Epoch [142][920/3757] lr: 1.114e-02, eta: 1 day, 1:14:38, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4047, top5_acc: 0.6508, loss_cls: 2.6958, loss: 2.6958, grad_norm: 4.8863 2020-07-27 17:57:04,967 - mmaction - INFO - Epoch [142][940/3757] lr: 1.114e-02, eta: 1 day, 1:14:25, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4641, top5_acc: 0.6898, loss_cls: 2.4051, loss: 2.4051, grad_norm: 4.5822 2020-07-27 17:57:16,425 - mmaction - INFO - Epoch [142][960/3757] lr: 1.114e-02, eta: 1 day, 1:14:12, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4211, top5_acc: 0.6672, loss_cls: 2.6055, loss: 2.6055, grad_norm: 4.7087 2020-07-27 17:57:27,745 - mmaction - INFO - Epoch [142][980/3757] lr: 1.114e-02, eta: 1 day, 1:13:59, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4273, top5_acc: 0.6734, loss_cls: 2.5631, loss: 2.5631, grad_norm: 4.7634 2020-07-27 17:57:39,191 - mmaction - INFO - Epoch [142][1000/3757] lr: 1.114e-02, eta: 1 day, 1:13:46, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4273, top5_acc: 0.6570, loss_cls: 2.6031, loss: 2.6031, grad_norm: 4.9187 2020-07-27 17:57:50,654 - mmaction - INFO - Epoch [142][1020/3757] lr: 1.114e-02, eta: 1 day, 1:13:34, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4281, top5_acc: 0.6703, loss_cls: 2.5650, loss: 2.5650, grad_norm: 5.1568 2020-07-27 17:58:02,123 - mmaction - INFO - Epoch [142][1040/3757] lr: 1.114e-02, eta: 1 day, 1:13:21, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4211, top5_acc: 0.6531, loss_cls: 2.6143, loss: 2.6143, grad_norm: 4.8291 2020-07-27 17:58:13,678 - mmaction - INFO - Epoch [142][1060/3757] lr: 1.114e-02, eta: 1 day, 1:13:08, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.4227, top5_acc: 0.6719, loss_cls: 2.5506, loss: 2.5506, grad_norm: 4.8739 2020-07-27 17:58:25,163 - mmaction - INFO - Epoch [142][1080/3757] lr: 1.114e-02, eta: 1 day, 1:12:55, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4313, top5_acc: 0.6773, loss_cls: 2.5786, loss: 2.5786, grad_norm: 4.9496 2020-07-27 17:58:36,462 - mmaction - INFO - Epoch [142][1100/3757] lr: 1.114e-02, eta: 1 day, 1:12:42, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.4320, top5_acc: 0.6602, loss_cls: 2.6081, loss: 2.6081, grad_norm: 5.0098 2020-07-27 17:58:47,886 - mmaction - INFO - Epoch [142][1120/3757] lr: 1.114e-02, eta: 1 day, 1:12:29, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4023, top5_acc: 0.6414, loss_cls: 2.6746, loss: 2.6746, grad_norm: 4.9876 2020-07-27 17:58:59,359 - mmaction - INFO - Epoch [142][1140/3757] lr: 1.114e-02, eta: 1 day, 1:12:16, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4125, top5_acc: 0.6562, loss_cls: 2.6135, loss: 2.6135, grad_norm: 4.9130 2020-07-27 17:59:10,794 - mmaction - INFO - Epoch [142][1160/3757] lr: 1.114e-02, eta: 1 day, 1:12:04, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.4305, top5_acc: 0.6789, loss_cls: 2.5274, loss: 2.5274, grad_norm: 4.6880 2020-07-27 17:59:22,322 - mmaction - INFO - Epoch [142][1180/3757] lr: 1.114e-02, eta: 1 day, 1:11:51, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.4273, top5_acc: 0.6656, loss_cls: 2.5852, loss: 2.5852, grad_norm: 5.0313 2020-07-27 17:59:33,945 - mmaction - INFO - Epoch [142][1200/3757] lr: 1.114e-02, eta: 1 day, 1:11:38, time: 0.581, data_time: 0.003, memory: 5232, top1_acc: 0.4445, top5_acc: 0.6750, loss_cls: 2.4698, loss: 2.4698, grad_norm: 4.7808 2020-07-27 17:59:45,451 - mmaction - INFO - Epoch [142][1220/3757] lr: 1.114e-02, eta: 1 day, 1:11:25, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4195, top5_acc: 0.6633, loss_cls: 2.6230, loss: 2.6230, grad_norm: 5.0507 2020-07-27 17:59:56,862 - mmaction - INFO - Epoch [142][1240/3757] lr: 1.114e-02, eta: 1 day, 1:11:12, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4289, top5_acc: 0.6656, loss_cls: 2.5171, loss: 2.5171, grad_norm: 4.8751 2020-07-27 18:00:15,417 - mmaction - INFO - Epoch [142][1260/3757] lr: 1.114e-02, eta: 1 day, 1:11:02, time: 0.913, data_time: 0.003, memory: 5232, top1_acc: 0.4406, top5_acc: 0.6828, loss_cls: 2.5137, loss: 2.5137, grad_norm: 5.1398 2020-07-27 18:00:26,854 - mmaction - INFO - Epoch [142][1280/3757] lr: 1.114e-02, eta: 1 day, 1:10:49, time: 0.587, data_time: 0.020, memory: 5232, top1_acc: 0.4453, top5_acc: 0.6703, loss_cls: 2.5618, loss: 2.5618, grad_norm: 4.8623 2020-07-27 18:00:38,355 - mmaction - INFO - Epoch [142][1300/3757] lr: 1.114e-02, eta: 1 day, 1:10:36, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4234, top5_acc: 0.6594, loss_cls: 2.6101, loss: 2.6101, grad_norm: 4.9718 2020-07-27 18:00:49,686 - mmaction - INFO - Epoch [142][1320/3757] lr: 1.114e-02, eta: 1 day, 1:10:23, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4039, top5_acc: 0.6523, loss_cls: 2.6736, loss: 2.6736, grad_norm: 4.9525 2020-07-27 18:01:01,169 - mmaction - INFO - Epoch [142][1340/3757] lr: 1.114e-02, eta: 1 day, 1:10:10, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4219, top5_acc: 0.6633, loss_cls: 2.6124, loss: 2.6124, grad_norm: 5.0655 2020-07-27 18:01:12,725 - mmaction - INFO - Epoch [142][1360/3757] lr: 1.114e-02, eta: 1 day, 1:09:58, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.4094, top5_acc: 0.6438, loss_cls: 2.6168, loss: 2.6168, grad_norm: 5.0918 2020-07-27 18:01:24,273 - mmaction - INFO - Epoch [142][1380/3757] lr: 1.114e-02, eta: 1 day, 1:09:45, time: 0.577, data_time: 0.009, memory: 5232, top1_acc: 0.4375, top5_acc: 0.6805, loss_cls: 2.5244, loss: 2.5244, grad_norm: 4.7218 2020-07-27 18:01:35,781 - mmaction - INFO - Epoch [142][1400/3757] lr: 1.114e-02, eta: 1 day, 1:09:32, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4359, top5_acc: 0.6711, loss_cls: 2.5294, loss: 2.5294, grad_norm: 4.8665 2020-07-27 18:01:47,289 - mmaction - INFO - Epoch [142][1420/3757] lr: 1.114e-02, eta: 1 day, 1:09:19, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4250, top5_acc: 0.6687, loss_cls: 2.5764, loss: 2.5764, grad_norm: 4.8956 2020-07-27 18:01:58,710 - mmaction - INFO - Epoch [142][1440/3757] lr: 1.114e-02, eta: 1 day, 1:09:06, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4281, top5_acc: 0.6711, loss_cls: 2.5502, loss: 2.5502, grad_norm: 4.8908 2020-07-27 18:02:10,017 - mmaction - INFO - Epoch [142][1460/3757] lr: 1.114e-02, eta: 1 day, 1:08:53, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.4336, top5_acc: 0.6570, loss_cls: 2.6036, loss: 2.6036, grad_norm: 4.8681 2020-07-27 18:02:21,470 - mmaction - INFO - Epoch [142][1480/3757] lr: 1.114e-02, eta: 1 day, 1:08:41, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4266, top5_acc: 0.6609, loss_cls: 2.5689, loss: 2.5689, grad_norm: 4.9153 2020-07-27 18:02:32,727 - mmaction - INFO - Epoch [142][1500/3757] lr: 1.114e-02, eta: 1 day, 1:08:28, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.3969, top5_acc: 0.6234, loss_cls: 2.6978, loss: 2.6978, grad_norm: 4.9714 2020-07-27 18:02:44,161 - mmaction - INFO - Epoch [142][1520/3757] lr: 1.114e-02, eta: 1 day, 1:08:15, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4234, top5_acc: 0.6828, loss_cls: 2.5637, loss: 2.5637, grad_norm: 4.8564 2020-07-27 18:02:55,592 - mmaction - INFO - Epoch [142][1540/3757] lr: 1.114e-02, eta: 1 day, 1:08:02, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4344, top5_acc: 0.6766, loss_cls: 2.5928, loss: 2.5928, grad_norm: 4.7929 2020-07-27 18:03:07,033 - mmaction - INFO - Epoch [142][1560/3757] lr: 1.114e-02, eta: 1 day, 1:07:49, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.4391, top5_acc: 0.6586, loss_cls: 2.5670, loss: 2.5670, grad_norm: 4.9011 2020-07-27 18:03:18,488 - mmaction - INFO - Epoch [142][1580/3757] lr: 1.114e-02, eta: 1 day, 1:07:36, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4336, top5_acc: 0.6680, loss_cls: 2.5822, loss: 2.5822, grad_norm: 4.9620 2020-07-27 18:03:29,941 - mmaction - INFO - Epoch [142][1600/3757] lr: 1.114e-02, eta: 1 day, 1:07:23, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4250, top5_acc: 0.6562, loss_cls: 2.6396, loss: 2.6396, grad_norm: 5.0591 2020-07-27 18:03:41,415 - mmaction - INFO - Epoch [142][1620/3757] lr: 1.114e-02, eta: 1 day, 1:07:10, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4156, top5_acc: 0.6477, loss_cls: 2.6548, loss: 2.6548, grad_norm: 5.0004 2020-07-27 18:03:52,773 - mmaction - INFO - Epoch [142][1640/3757] lr: 1.114e-02, eta: 1 day, 1:06:58, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4375, top5_acc: 0.6617, loss_cls: 2.5709, loss: 2.5709, grad_norm: 4.8255 2020-07-27 18:04:04,175 - mmaction - INFO - Epoch [142][1660/3757] lr: 1.114e-02, eta: 1 day, 1:06:45, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4383, top5_acc: 0.6625, loss_cls: 2.5671, loss: 2.5671, grad_norm: 4.9069 2020-07-27 18:04:15,695 - mmaction - INFO - Epoch [142][1680/3757] lr: 1.114e-02, eta: 1 day, 1:06:32, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.4172, top5_acc: 0.6633, loss_cls: 2.6521, loss: 2.6521, grad_norm: 5.0649 2020-07-27 18:04:27,168 - mmaction - INFO - Epoch [142][1700/3757] lr: 1.114e-02, eta: 1 day, 1:06:19, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4227, top5_acc: 0.6766, loss_cls: 2.5374, loss: 2.5374, grad_norm: 4.9263 2020-07-27 18:04:38,273 - mmaction - INFO - Epoch [142][1720/3757] lr: 1.114e-02, eta: 1 day, 1:06:06, time: 0.555, data_time: 0.003, memory: 5232, top1_acc: 0.4250, top5_acc: 0.6695, loss_cls: 2.5885, loss: 2.5885, grad_norm: 4.9294 2020-07-27 18:04:49,572 - mmaction - INFO - Epoch [142][1740/3757] lr: 1.114e-02, eta: 1 day, 1:05:53, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.4313, top5_acc: 0.6719, loss_cls: 2.5717, loss: 2.5717, grad_norm: 4.8818 2020-07-27 18:05:00,737 - mmaction - INFO - Epoch [142][1760/3757] lr: 1.114e-02, eta: 1 day, 1:05:40, time: 0.559, data_time: 0.002, memory: 5232, top1_acc: 0.4250, top5_acc: 0.6672, loss_cls: 2.5849, loss: 2.5849, grad_norm: 4.9919 2020-07-27 18:05:12,037 - mmaction - INFO - Epoch [142][1780/3757] lr: 1.114e-02, eta: 1 day, 1:05:27, time: 0.565, data_time: 0.010, memory: 5232, top1_acc: 0.4258, top5_acc: 0.6664, loss_cls: 2.5626, loss: 2.5626, grad_norm: 4.9253 2020-07-27 18:05:23,257 - mmaction - INFO - Epoch [142][1800/3757] lr: 1.114e-02, eta: 1 day, 1:05:14, time: 0.561, data_time: 0.003, memory: 5232, top1_acc: 0.4250, top5_acc: 0.6672, loss_cls: 2.5510, loss: 2.5510, grad_norm: 4.8236 2020-07-27 18:05:34,455 - mmaction - INFO - Epoch [142][1820/3757] lr: 1.114e-02, eta: 1 day, 1:05:01, time: 0.560, data_time: 0.003, memory: 5232, top1_acc: 0.4469, top5_acc: 0.6773, loss_cls: 2.5262, loss: 2.5262, grad_norm: 4.9693 2020-07-27 18:05:45,632 - mmaction - INFO - Epoch [142][1840/3757] lr: 1.114e-02, eta: 1 day, 1:04:48, time: 0.559, data_time: 0.003, memory: 5232, top1_acc: 0.4305, top5_acc: 0.6766, loss_cls: 2.5512, loss: 2.5512, grad_norm: 4.8193 2020-07-27 18:05:56,857 - mmaction - INFO - Epoch [142][1860/3757] lr: 1.114e-02, eta: 1 day, 1:04:35, time: 0.562, data_time: 0.004, memory: 5232, top1_acc: 0.4172, top5_acc: 0.6633, loss_cls: 2.6325, loss: 2.6325, grad_norm: 4.9202 2020-07-27 18:06:08,069 - mmaction - INFO - Epoch [142][1880/3757] lr: 1.114e-02, eta: 1 day, 1:04:23, time: 0.561, data_time: 0.003, memory: 5232, top1_acc: 0.4180, top5_acc: 0.6672, loss_cls: 2.5973, loss: 2.5973, grad_norm: 4.7644 2020-07-27 18:06:19,324 - mmaction - INFO - Epoch [142][1900/3757] lr: 1.114e-02, eta: 1 day, 1:04:10, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.4414, top5_acc: 0.6727, loss_cls: 2.5693, loss: 2.5693, grad_norm: 4.9174 2020-07-27 18:06:30,438 - mmaction - INFO - Epoch [142][1920/3757] lr: 1.114e-02, eta: 1 day, 1:03:57, time: 0.555, data_time: 0.003, memory: 5232, top1_acc: 0.4266, top5_acc: 0.6539, loss_cls: 2.6023, loss: 2.6023, grad_norm: 4.9469 2020-07-27 18:06:41,761 - mmaction - INFO - Epoch [142][1940/3757] lr: 1.114e-02, eta: 1 day, 1:03:44, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4578, top5_acc: 0.6805, loss_cls: 2.5012, loss: 2.5012, grad_norm: 4.7509 2020-07-27 18:06:53,072 - mmaction - INFO - Epoch [142][1960/3757] lr: 1.114e-02, eta: 1 day, 1:03:31, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4188, top5_acc: 0.6641, loss_cls: 2.5826, loss: 2.5826, grad_norm: 4.9883 2020-07-27 18:07:04,181 - mmaction - INFO - Epoch [142][1980/3757] lr: 1.114e-02, eta: 1 day, 1:03:18, time: 0.555, data_time: 0.001, memory: 5232, top1_acc: 0.4039, top5_acc: 0.6367, loss_cls: 2.7324, loss: 2.7324, grad_norm: 5.1354 2020-07-27 18:07:15,391 - mmaction - INFO - Epoch [142][2000/3757] lr: 1.114e-02, eta: 1 day, 1:03:05, time: 0.561, data_time: 0.003, memory: 5232, top1_acc: 0.4273, top5_acc: 0.6625, loss_cls: 2.5968, loss: 2.5968, grad_norm: 4.9044 2020-07-27 18:07:26,579 - mmaction - INFO - Epoch [142][2020/3757] lr: 1.114e-02, eta: 1 day, 1:02:52, time: 0.560, data_time: 0.003, memory: 5232, top1_acc: 0.4328, top5_acc: 0.6734, loss_cls: 2.5742, loss: 2.5742, grad_norm: 4.9110 2020-07-27 18:07:37,787 - mmaction - INFO - Epoch [142][2040/3757] lr: 1.114e-02, eta: 1 day, 1:02:39, time: 0.560, data_time: 0.003, memory: 5232, top1_acc: 0.3945, top5_acc: 0.6312, loss_cls: 2.7241, loss: 2.7241, grad_norm: 5.0739 2020-07-27 18:07:48,929 - mmaction - INFO - Epoch [142][2060/3757] lr: 1.114e-02, eta: 1 day, 1:02:26, time: 0.557, data_time: 0.003, memory: 5232, top1_acc: 0.4023, top5_acc: 0.6422, loss_cls: 2.6883, loss: 2.6883, grad_norm: 5.0009 2020-07-27 18:08:00,209 - mmaction - INFO - Epoch [142][2080/3757] lr: 1.114e-02, eta: 1 day, 1:02:13, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.4344, top5_acc: 0.6539, loss_cls: 2.5853, loss: 2.5853, grad_norm: 4.9230 2020-07-27 18:08:11,487 - mmaction - INFO - Epoch [142][2100/3757] lr: 1.114e-02, eta: 1 day, 1:02:00, time: 0.564, data_time: 0.004, memory: 5232, top1_acc: 0.4406, top5_acc: 0.6586, loss_cls: 2.6152, loss: 2.6152, grad_norm: 4.8687 2020-07-27 18:08:22,714 - mmaction - INFO - Epoch [142][2120/3757] lr: 1.114e-02, eta: 1 day, 1:01:47, time: 0.561, data_time: 0.003, memory: 5232, top1_acc: 0.4289, top5_acc: 0.6523, loss_cls: 2.6022, loss: 2.6022, grad_norm: 4.7621 2020-07-27 18:08:34,002 - mmaction - INFO - Epoch [142][2140/3757] lr: 1.114e-02, eta: 1 day, 1:01:34, time: 0.565, data_time: 0.004, memory: 5232, top1_acc: 0.4266, top5_acc: 0.6648, loss_cls: 2.6044, loss: 2.6044, grad_norm: 4.9392 2020-07-27 18:08:45,061 - mmaction - INFO - Epoch [142][2160/3757] lr: 1.114e-02, eta: 1 day, 1:01:21, time: 0.553, data_time: 0.001, memory: 5232, top1_acc: 0.4234, top5_acc: 0.6680, loss_cls: 2.6328, loss: 2.6328, grad_norm: 4.9164 2020-07-27 18:08:56,123 - mmaction - INFO - Epoch [142][2180/3757] lr: 1.114e-02, eta: 1 day, 1:01:08, time: 0.553, data_time: 0.001, memory: 5232, top1_acc: 0.4164, top5_acc: 0.6305, loss_cls: 2.7061, loss: 2.7061, grad_norm: 4.9063 2020-07-27 18:09:07,327 - mmaction - INFO - Epoch [142][2200/3757] lr: 1.114e-02, eta: 1 day, 1:00:55, time: 0.560, data_time: 0.003, memory: 5232, top1_acc: 0.4102, top5_acc: 0.6562, loss_cls: 2.6619, loss: 2.6619, grad_norm: 4.8972 2020-07-27 18:09:19,275 - mmaction - INFO - Epoch [142][2220/3757] lr: 1.114e-02, eta: 1 day, 1:00:43, time: 0.598, data_time: 0.027, memory: 5232, top1_acc: 0.4273, top5_acc: 0.6750, loss_cls: 2.5840, loss: 2.5840, grad_norm: 4.8205 2020-07-27 18:09:30,433 - mmaction - INFO - Epoch [142][2240/3757] lr: 1.114e-02, eta: 1 day, 1:00:30, time: 0.558, data_time: 0.005, memory: 5232, top1_acc: 0.4156, top5_acc: 0.6719, loss_cls: 2.6127, loss: 2.6127, grad_norm: 4.7554 2020-07-27 18:09:41,917 - mmaction - INFO - Epoch [142][2260/3757] lr: 1.114e-02, eta: 1 day, 1:00:17, time: 0.574, data_time: 0.016, memory: 5232, top1_acc: 0.4297, top5_acc: 0.6656, loss_cls: 2.5536, loss: 2.5536, grad_norm: 4.9650 2020-07-27 18:09:53,539 - mmaction - INFO - Epoch [142][2280/3757] lr: 1.114e-02, eta: 1 day, 1:00:04, time: 0.581, data_time: 0.025, memory: 5232, top1_acc: 0.4352, top5_acc: 0.6687, loss_cls: 2.6071, loss: 2.6071, grad_norm: 5.0258 2020-07-27 18:10:05,102 - mmaction - INFO - Epoch [142][2300/3757] lr: 1.114e-02, eta: 1 day, 0:59:51, time: 0.579, data_time: 0.019, memory: 5232, top1_acc: 0.4266, top5_acc: 0.6641, loss_cls: 2.5605, loss: 2.5605, grad_norm: 5.0424 2020-07-27 18:10:16,589 - mmaction - INFO - Epoch [142][2320/3757] lr: 1.114e-02, eta: 1 day, 0:59:39, time: 0.573, data_time: 0.022, memory: 5232, top1_acc: 0.4273, top5_acc: 0.6742, loss_cls: 2.5619, loss: 2.5619, grad_norm: 4.7022 2020-07-27 18:10:27,677 - mmaction - INFO - Epoch [142][2340/3757] lr: 1.114e-02, eta: 1 day, 0:59:26, time: 0.555, data_time: 0.004, memory: 5232, top1_acc: 0.4102, top5_acc: 0.6727, loss_cls: 2.5528, loss: 2.5528, grad_norm: 4.9076 2020-07-27 18:10:38,918 - mmaction - INFO - Epoch [142][2360/3757] lr: 1.114e-02, eta: 1 day, 0:59:13, time: 0.562, data_time: 0.003, memory: 5232, top1_acc: 0.3844, top5_acc: 0.6484, loss_cls: 2.7081, loss: 2.7081, grad_norm: 5.0285 2020-07-27 18:10:50,447 - mmaction - INFO - Epoch [142][2380/3757] lr: 1.114e-02, eta: 1 day, 0:59:00, time: 0.577, data_time: 0.018, memory: 5232, top1_acc: 0.4195, top5_acc: 0.6609, loss_cls: 2.6329, loss: 2.6329, grad_norm: 4.8806 2020-07-27 18:11:02,057 - mmaction - INFO - Epoch [142][2400/3757] lr: 1.114e-02, eta: 1 day, 0:58:47, time: 0.580, data_time: 0.023, memory: 5232, top1_acc: 0.3820, top5_acc: 0.6344, loss_cls: 2.7972, loss: 2.7972, grad_norm: 5.0522 2020-07-27 18:11:13,429 - mmaction - INFO - Epoch [142][2420/3757] lr: 1.114e-02, eta: 1 day, 0:58:34, time: 0.568, data_time: 0.015, memory: 5232, top1_acc: 0.3836, top5_acc: 0.6430, loss_cls: 2.7481, loss: 2.7481, grad_norm: 5.0188 2020-07-27 18:11:25,754 - mmaction - INFO - Epoch [142][2440/3757] lr: 1.114e-02, eta: 1 day, 0:58:22, time: 0.617, data_time: 0.025, memory: 5232, top1_acc: 0.4430, top5_acc: 0.6680, loss_cls: 2.6124, loss: 2.6124, grad_norm: 4.7712 2020-07-27 18:11:37,393 - mmaction - INFO - Epoch [142][2460/3757] lr: 1.114e-02, eta: 1 day, 0:58:09, time: 0.582, data_time: 0.019, memory: 5232, top1_acc: 0.4406, top5_acc: 0.6711, loss_cls: 2.5330, loss: 2.5330, grad_norm: 4.8329 2020-07-27 18:11:48,853 - mmaction - INFO - Epoch [142][2480/3757] lr: 1.114e-02, eta: 1 day, 0:57:56, time: 0.573, data_time: 0.018, memory: 5232, top1_acc: 0.4242, top5_acc: 0.6641, loss_cls: 2.6448, loss: 2.6448, grad_norm: 4.8710 2020-07-27 18:12:00,358 - mmaction - INFO - Epoch [142][2500/3757] lr: 1.114e-02, eta: 1 day, 0:57:43, time: 0.575, data_time: 0.024, memory: 5232, top1_acc: 0.4375, top5_acc: 0.6859, loss_cls: 2.5049, loss: 2.5049, grad_norm: 4.8628 2020-07-27 18:12:11,922 - mmaction - INFO - Epoch [142][2520/3757] lr: 1.114e-02, eta: 1 day, 0:57:30, time: 0.578, data_time: 0.017, memory: 5232, top1_acc: 0.4391, top5_acc: 0.6914, loss_cls: 2.4959, loss: 2.4959, grad_norm: 4.7900 2020-07-27 18:12:23,049 - mmaction - INFO - Epoch [142][2540/3757] lr: 1.114e-02, eta: 1 day, 0:57:17, time: 0.557, data_time: 0.003, memory: 5232, top1_acc: 0.4383, top5_acc: 0.6914, loss_cls: 2.4900, loss: 2.4900, grad_norm: 4.8239 2020-07-27 18:12:34,198 - mmaction - INFO - Epoch [142][2560/3757] lr: 1.114e-02, eta: 1 day, 0:57:04, time: 0.557, data_time: 0.003, memory: 5232, top1_acc: 0.4000, top5_acc: 0.6414, loss_cls: 2.7071, loss: 2.7071, grad_norm: 4.9995 2020-07-27 18:12:45,410 - mmaction - INFO - Epoch [142][2580/3757] lr: 1.114e-02, eta: 1 day, 0:56:52, time: 0.560, data_time: 0.003, memory: 5232, top1_acc: 0.4133, top5_acc: 0.6516, loss_cls: 2.6900, loss: 2.6900, grad_norm: 4.9126 2020-07-27 18:12:56,758 - mmaction - INFO - Epoch [142][2600/3757] lr: 1.114e-02, eta: 1 day, 0:56:39, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4156, top5_acc: 0.6719, loss_cls: 2.6140, loss: 2.6140, grad_norm: 4.8757 2020-07-27 18:13:08,182 - mmaction - INFO - Epoch [142][2620/3757] lr: 1.114e-02, eta: 1 day, 0:56:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4102, top5_acc: 0.6539, loss_cls: 2.6278, loss: 2.6278, grad_norm: 4.9603 2020-07-27 18:13:19,636 - mmaction - INFO - Epoch [142][2640/3757] lr: 1.114e-02, eta: 1 day, 0:56:13, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4352, top5_acc: 0.6539, loss_cls: 2.6388, loss: 2.6388, grad_norm: 4.7452 2020-07-27 18:13:31,170 - mmaction - INFO - Epoch [142][2660/3757] lr: 1.114e-02, eta: 1 day, 0:56:00, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4445, top5_acc: 0.6578, loss_cls: 2.5987, loss: 2.5987, grad_norm: 4.8107 2020-07-27 18:13:42,582 - mmaction - INFO - Epoch [142][2680/3757] lr: 1.114e-02, eta: 1 day, 0:55:47, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4336, top5_acc: 0.6641, loss_cls: 2.5601, loss: 2.5601, grad_norm: 4.8741 2020-07-27 18:13:54,097 - mmaction - INFO - Epoch [142][2700/3757] lr: 1.114e-02, eta: 1 day, 0:55:34, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4273, top5_acc: 0.6758, loss_cls: 2.5712, loss: 2.5712, grad_norm: 4.8420 2020-07-27 18:14:05,425 - mmaction - INFO - Epoch [142][2720/3757] lr: 1.114e-02, eta: 1 day, 0:55:22, time: 0.567, data_time: 0.004, memory: 5232, top1_acc: 0.4195, top5_acc: 0.6477, loss_cls: 2.6830, loss: 2.6830, grad_norm: 4.8917 2020-07-27 18:14:16,869 - mmaction - INFO - Epoch [142][2740/3757] lr: 1.114e-02, eta: 1 day, 0:55:09, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4336, top5_acc: 0.6695, loss_cls: 2.5647, loss: 2.5647, grad_norm: 4.8345 2020-07-27 18:14:28,191 - mmaction - INFO - Epoch [142][2760/3757] lr: 1.114e-02, eta: 1 day, 0:54:56, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.3977, top5_acc: 0.6633, loss_cls: 2.6473, loss: 2.6473, grad_norm: 5.0190 2020-07-27 18:14:39,564 - mmaction - INFO - Epoch [142][2780/3757] lr: 1.114e-02, eta: 1 day, 0:54:43, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4289, top5_acc: 0.6875, loss_cls: 2.5918, loss: 2.5918, grad_norm: 4.9950 2020-07-27 18:14:50,982 - mmaction - INFO - Epoch [142][2800/3757] lr: 1.114e-02, eta: 1 day, 0:54:30, time: 0.571, data_time: 0.001, memory: 5232, top1_acc: 0.3977, top5_acc: 0.6508, loss_cls: 2.6806, loss: 2.6806, grad_norm: 5.1127 2020-07-27 18:15:02,323 - mmaction - INFO - Epoch [142][2820/3757] lr: 1.114e-02, eta: 1 day, 0:54:17, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4375, top5_acc: 0.6773, loss_cls: 2.5224, loss: 2.5224, grad_norm: 4.7579 2020-07-27 18:15:13,423 - mmaction - INFO - Epoch [142][2840/3757] lr: 1.114e-02, eta: 1 day, 0:54:04, time: 0.555, data_time: 0.001, memory: 5232, top1_acc: 0.4094, top5_acc: 0.6617, loss_cls: 2.5928, loss: 2.5928, grad_norm: 4.9218 2020-07-27 18:15:24,599 - mmaction - INFO - Epoch [142][2860/3757] lr: 1.114e-02, eta: 1 day, 0:53:51, time: 0.559, data_time: 0.003, memory: 5232, top1_acc: 0.4148, top5_acc: 0.6508, loss_cls: 2.6955, loss: 2.6955, grad_norm: 4.8763 2020-07-27 18:15:35,706 - mmaction - INFO - Epoch [142][2880/3757] lr: 1.114e-02, eta: 1 day, 0:53:38, time: 0.555, data_time: 0.001, memory: 5232, top1_acc: 0.4500, top5_acc: 0.6547, loss_cls: 2.5782, loss: 2.5782, grad_norm: 4.8231 2020-07-27 18:15:47,017 - mmaction - INFO - Epoch [142][2900/3757] lr: 1.114e-02, eta: 1 day, 0:53:25, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4109, top5_acc: 0.6516, loss_cls: 2.6895, loss: 2.6895, grad_norm: 4.7948 2020-07-27 18:15:58,388 - mmaction - INFO - Epoch [142][2920/3757] lr: 1.114e-02, eta: 1 day, 0:53:13, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4141, top5_acc: 0.6391, loss_cls: 2.6440, loss: 2.6440, grad_norm: 4.6699 2020-07-27 18:16:09,760 - mmaction - INFO - Epoch [142][2940/3757] lr: 1.114e-02, eta: 1 day, 0:53:00, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4273, top5_acc: 0.6750, loss_cls: 2.5670, loss: 2.5670, grad_norm: 4.8886 2020-07-27 18:16:21,180 - mmaction - INFO - Epoch [142][2960/3757] lr: 1.114e-02, eta: 1 day, 0:52:47, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.3992, top5_acc: 0.6562, loss_cls: 2.6973, loss: 2.6973, grad_norm: 4.9172 2020-07-27 18:16:32,597 - mmaction - INFO - Epoch [142][2980/3757] lr: 1.114e-02, eta: 1 day, 0:52:34, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4266, top5_acc: 0.6555, loss_cls: 2.5949, loss: 2.5949, grad_norm: 4.7438 2020-07-27 18:16:43,957 - mmaction - INFO - Epoch [142][3000/3757] lr: 1.114e-02, eta: 1 day, 0:52:21, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4492, top5_acc: 0.6789, loss_cls: 2.4493, loss: 2.4493, grad_norm: 4.8271 2020-07-27 18:16:55,316 - mmaction - INFO - Epoch [142][3020/3757] lr: 1.114e-02, eta: 1 day, 0:52:08, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4289, top5_acc: 0.6555, loss_cls: 2.6406, loss: 2.6406, grad_norm: 4.9303 2020-07-27 18:17:06,717 - mmaction - INFO - Epoch [142][3040/3757] lr: 1.114e-02, eta: 1 day, 0:51:55, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4156, top5_acc: 0.6695, loss_cls: 2.6343, loss: 2.6343, grad_norm: 5.0107 2020-07-27 18:17:18,247 - mmaction - INFO - Epoch [142][3060/3757] lr: 1.114e-02, eta: 1 day, 0:51:43, time: 0.576, data_time: 0.010, memory: 5232, top1_acc: 0.4062, top5_acc: 0.6516, loss_cls: 2.6540, loss: 2.6540, grad_norm: 5.1258 2020-07-27 18:17:29,736 - mmaction - INFO - Epoch [142][3080/3757] lr: 1.114e-02, eta: 1 day, 0:51:30, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4117, top5_acc: 0.6586, loss_cls: 2.6346, loss: 2.6346, grad_norm: 4.8663 2020-07-27 18:17:41,129 - mmaction - INFO - Epoch [142][3100/3757] lr: 1.114e-02, eta: 1 day, 0:51:17, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.3945, top5_acc: 0.6359, loss_cls: 2.7190, loss: 2.7190, grad_norm: 4.9336 2020-07-27 18:17:52,534 - mmaction - INFO - Epoch [142][3120/3757] lr: 1.114e-02, eta: 1 day, 0:51:04, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4180, top5_acc: 0.6531, loss_cls: 2.6513, loss: 2.6513, grad_norm: 5.0254 2020-07-27 18:18:04,016 - mmaction - INFO - Epoch [142][3140/3757] lr: 1.114e-02, eta: 1 day, 0:50:51, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4203, top5_acc: 0.6695, loss_cls: 2.5876, loss: 2.5876, grad_norm: 4.8660 2020-07-27 18:18:15,400 - mmaction - INFO - Epoch [142][3160/3757] lr: 1.114e-02, eta: 1 day, 0:50:38, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4211, top5_acc: 0.6703, loss_cls: 2.5834, loss: 2.5834, grad_norm: 4.9295 2020-07-27 18:18:26,844 - mmaction - INFO - Epoch [142][3180/3757] lr: 1.114e-02, eta: 1 day, 0:50:25, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4227, top5_acc: 0.6562, loss_cls: 2.5940, loss: 2.5940, grad_norm: 4.7688 2020-07-27 18:18:38,373 - mmaction - INFO - Epoch [142][3200/3757] lr: 1.114e-02, eta: 1 day, 0:50:13, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4180, top5_acc: 0.6609, loss_cls: 2.6204, loss: 2.6204, grad_norm: 4.7738 2020-07-27 18:18:49,789 - mmaction - INFO - Epoch [142][3220/3757] lr: 1.114e-02, eta: 1 day, 0:50:00, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.4383, top5_acc: 0.6742, loss_cls: 2.5778, loss: 2.5778, grad_norm: 4.8302 2020-07-27 18:19:01,304 - mmaction - INFO - Epoch [142][3240/3757] lr: 1.114e-02, eta: 1 day, 0:49:47, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.4266, top5_acc: 0.6633, loss_cls: 2.5957, loss: 2.5957, grad_norm: 4.8708 2020-07-27 18:19:12,645 - mmaction - INFO - Epoch [142][3260/3757] lr: 1.114e-02, eta: 1 day, 0:49:34, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4141, top5_acc: 0.6445, loss_cls: 2.6567, loss: 2.6567, grad_norm: 5.0095 2020-07-27 18:19:24,015 - mmaction - INFO - Epoch [142][3280/3757] lr: 1.114e-02, eta: 1 day, 0:49:21, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4180, top5_acc: 0.6602, loss_cls: 2.6501, loss: 2.6501, grad_norm: 4.9631 2020-07-27 18:19:35,470 - mmaction - INFO - Epoch [142][3300/3757] lr: 1.114e-02, eta: 1 day, 0:49:08, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4195, top5_acc: 0.6664, loss_cls: 2.6360, loss: 2.6360, grad_norm: 4.9550 2020-07-27 18:19:46,902 - mmaction - INFO - Epoch [142][3320/3757] lr: 1.114e-02, eta: 1 day, 0:48:55, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4203, top5_acc: 0.6648, loss_cls: 2.6043, loss: 2.6043, grad_norm: 4.8244 2020-07-27 18:19:58,310 - mmaction - INFO - Epoch [142][3340/3757] lr: 1.114e-02, eta: 1 day, 0:48:43, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4281, top5_acc: 0.6734, loss_cls: 2.5586, loss: 2.5586, grad_norm: 4.9509 2020-07-27 18:20:09,894 - mmaction - INFO - Epoch [142][3360/3757] lr: 1.114e-02, eta: 1 day, 0:48:30, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.4258, top5_acc: 0.6570, loss_cls: 2.6040, loss: 2.6040, grad_norm: 4.9654 2020-07-27 18:20:21,308 - mmaction - INFO - Epoch [142][3380/3757] lr: 1.114e-02, eta: 1 day, 0:48:17, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4250, top5_acc: 0.6492, loss_cls: 2.5898, loss: 2.5898, grad_norm: 4.8852 2020-07-27 18:20:32,689 - mmaction - INFO - Epoch [142][3400/3757] lr: 1.114e-02, eta: 1 day, 0:48:04, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4375, top5_acc: 0.6859, loss_cls: 2.4885, loss: 2.4885, grad_norm: 4.7756 2020-07-27 18:20:44,137 - mmaction - INFO - Epoch [142][3420/3757] lr: 1.114e-02, eta: 1 day, 0:47:51, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4336, top5_acc: 0.6789, loss_cls: 2.4815, loss: 2.4815, grad_norm: 4.8324 2020-07-27 18:20:55,605 - mmaction - INFO - Epoch [142][3440/3757] lr: 1.114e-02, eta: 1 day, 0:47:38, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4359, top5_acc: 0.6711, loss_cls: 2.5069, loss: 2.5069, grad_norm: 4.8949 2020-07-27 18:21:07,049 - mmaction - INFO - Epoch [142][3460/3757] lr: 1.114e-02, eta: 1 day, 0:47:26, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4000, top5_acc: 0.6609, loss_cls: 2.6244, loss: 2.6244, grad_norm: 4.9728 2020-07-27 18:21:18,548 - mmaction - INFO - Epoch [142][3480/3757] lr: 1.114e-02, eta: 1 day, 0:47:13, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4102, top5_acc: 0.6445, loss_cls: 2.6813, loss: 2.6813, grad_norm: 5.0535 2020-07-27 18:21:30,175 - mmaction - INFO - Epoch [142][3500/3757] lr: 1.114e-02, eta: 1 day, 0:47:00, time: 0.581, data_time: 0.003, memory: 5232, top1_acc: 0.4234, top5_acc: 0.6719, loss_cls: 2.6206, loss: 2.6206, grad_norm: 5.0782 2020-07-27 18:21:41,555 - mmaction - INFO - Epoch [142][3520/3757] lr: 1.114e-02, eta: 1 day, 0:46:47, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.4047, top5_acc: 0.6562, loss_cls: 2.6420, loss: 2.6420, grad_norm: 5.0197 2020-07-27 18:21:52,944 - mmaction - INFO - Epoch [142][3540/3757] lr: 1.114e-02, eta: 1 day, 0:46:34, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.4328, top5_acc: 0.6750, loss_cls: 2.5648, loss: 2.5648, grad_norm: 5.1076 2020-07-27 18:22:04,332 - mmaction - INFO - Epoch [142][3560/3757] lr: 1.114e-02, eta: 1 day, 0:46:21, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4398, top5_acc: 0.6734, loss_cls: 2.5805, loss: 2.5805, grad_norm: 4.9368 2020-07-27 18:22:15,888 - mmaction - INFO - Epoch [142][3580/3757] lr: 1.114e-02, eta: 1 day, 0:46:09, time: 0.578, data_time: 0.004, memory: 5232, top1_acc: 0.4375, top5_acc: 0.6805, loss_cls: 2.5358, loss: 2.5358, grad_norm: 4.8939 2020-07-27 18:22:27,170 - mmaction - INFO - Epoch [142][3600/3757] lr: 1.114e-02, eta: 1 day, 0:45:56, time: 0.565, data_time: 0.002, memory: 5232, top1_acc: 0.4453, top5_acc: 0.6656, loss_cls: 2.5584, loss: 2.5584, grad_norm: 4.9405 2020-07-27 18:22:38,622 - mmaction - INFO - Epoch [142][3620/3757] lr: 1.114e-02, eta: 1 day, 0:45:43, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4273, top5_acc: 0.6813, loss_cls: 2.5280, loss: 2.5280, grad_norm: 4.9920 2020-07-27 18:22:50,055 - mmaction - INFO - Epoch [142][3640/3757] lr: 1.114e-02, eta: 1 day, 0:45:30, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.4281, top5_acc: 0.6656, loss_cls: 2.5729, loss: 2.5729, grad_norm: 5.0222 2020-07-27 18:23:01,411 - mmaction - INFO - Epoch [142][3660/3757] lr: 1.114e-02, eta: 1 day, 0:45:17, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4102, top5_acc: 0.6484, loss_cls: 2.6916, loss: 2.6916, grad_norm: 5.1055 2020-07-27 18:23:12,820 - mmaction - INFO - Epoch [142][3680/3757] lr: 1.114e-02, eta: 1 day, 0:45:04, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4148, top5_acc: 0.6484, loss_cls: 2.6351, loss: 2.6351, grad_norm: 4.9978 2020-07-27 18:23:24,223 - mmaction - INFO - Epoch [142][3700/3757] lr: 1.114e-02, eta: 1 day, 0:44:51, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4055, top5_acc: 0.6500, loss_cls: 2.6513, loss: 2.6513, grad_norm: 4.9684 2020-07-27 18:23:35,676 - mmaction - INFO - Epoch [142][3720/3757] lr: 1.114e-02, eta: 1 day, 0:44:39, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4125, top5_acc: 0.6445, loss_cls: 2.6705, loss: 2.6705, grad_norm: 4.9301 2020-07-27 18:23:47,127 - mmaction - INFO - Epoch [142][3740/3757] lr: 1.114e-02, eta: 1 day, 0:44:26, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.4141, top5_acc: 0.6625, loss_cls: 2.6608, loss: 2.6608, grad_norm: 5.0107 2020-07-27 18:27:57,901 - mmaction - INFO - Epoch [143][20/3757] lr: 1.060e-02, eta: 1 day, 0:45:15, time: 11.410, data_time: 10.727, memory: 5232, top1_acc: 0.4141, top5_acc: 0.6727, loss_cls: 2.5584, loss: 2.5584, grad_norm: 4.9594 2020-07-27 18:28:09,243 - mmaction - INFO - Epoch [143][40/3757] lr: 1.060e-02, eta: 1 day, 0:45:03, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.4391, top5_acc: 0.6828, loss_cls: 2.5216, loss: 2.5216, grad_norm: 4.8932 2020-07-27 18:28:20,708 - mmaction - INFO - Epoch [143][60/3757] lr: 1.060e-02, eta: 1 day, 0:44:50, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4375, top5_acc: 0.6711, loss_cls: 2.5265, loss: 2.5265, grad_norm: 4.9299 2020-07-27 18:28:32,071 - mmaction - INFO - Epoch [143][80/3757] lr: 1.060e-02, eta: 1 day, 0:44:37, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4188, top5_acc: 0.6578, loss_cls: 2.6374, loss: 2.6374, grad_norm: 4.8925 2020-07-27 18:28:43,348 - mmaction - INFO - Epoch [143][100/3757] lr: 1.060e-02, eta: 1 day, 0:44:24, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.4352, top5_acc: 0.6711, loss_cls: 2.5143, loss: 2.5143, grad_norm: 4.8746 2020-07-27 18:28:54,706 - mmaction - INFO - Epoch [143][120/3757] lr: 1.060e-02, eta: 1 day, 0:44:11, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4375, top5_acc: 0.6648, loss_cls: 2.5406, loss: 2.5406, grad_norm: 4.8076 2020-07-27 18:29:06,150 - mmaction - INFO - Epoch [143][140/3757] lr: 1.060e-02, eta: 1 day, 0:43:58, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4289, top5_acc: 0.6781, loss_cls: 2.5620, loss: 2.5620, grad_norm: 4.9562 2020-07-27 18:29:17,573 - mmaction - INFO - Epoch [143][160/3757] lr: 1.060e-02, eta: 1 day, 0:43:45, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4336, top5_acc: 0.6703, loss_cls: 2.5550, loss: 2.5550, grad_norm: 4.8896 2020-07-27 18:29:29,148 - mmaction - INFO - Epoch [143][180/3757] lr: 1.060e-02, eta: 1 day, 0:43:33, time: 0.579, data_time: 0.018, memory: 5232, top1_acc: 0.4172, top5_acc: 0.6516, loss_cls: 2.5623, loss: 2.5623, grad_norm: 4.8510 2020-07-27 18:29:40,497 - mmaction - INFO - Epoch [143][200/3757] lr: 1.060e-02, eta: 1 day, 0:43:20, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4305, top5_acc: 0.6672, loss_cls: 2.5088, loss: 2.5088, grad_norm: 4.9863 2020-07-27 18:29:52,167 - mmaction - INFO - Epoch [143][220/3757] lr: 1.060e-02, eta: 1 day, 0:43:07, time: 0.584, data_time: 0.014, memory: 5232, top1_acc: 0.4422, top5_acc: 0.6719, loss_cls: 2.5340, loss: 2.5340, grad_norm: 4.9319 2020-07-27 18:30:04,134 - mmaction - INFO - Epoch [143][240/3757] lr: 1.060e-02, eta: 1 day, 0:42:54, time: 0.598, data_time: 0.025, memory: 5232, top1_acc: 0.4313, top5_acc: 0.6695, loss_cls: 2.5837, loss: 2.5837, grad_norm: 4.9782 2020-07-27 18:30:15,398 - mmaction - INFO - Epoch [143][260/3757] lr: 1.060e-02, eta: 1 day, 0:42:41, time: 0.563, data_time: 0.005, memory: 5232, top1_acc: 0.4062, top5_acc: 0.6453, loss_cls: 2.6381, loss: 2.6381, grad_norm: 5.0772 2020-07-27 18:30:27,115 - mmaction - INFO - Epoch [143][280/3757] lr: 1.060e-02, eta: 1 day, 0:42:29, time: 0.586, data_time: 0.016, memory: 5232, top1_acc: 0.4375, top5_acc: 0.6773, loss_cls: 2.5590, loss: 2.5590, grad_norm: 4.9691 2020-07-27 18:30:38,855 - mmaction - INFO - Epoch [143][300/3757] lr: 1.060e-02, eta: 1 day, 0:42:16, time: 0.587, data_time: 0.024, memory: 5232, top1_acc: 0.4273, top5_acc: 0.6414, loss_cls: 2.5544, loss: 2.5544, grad_norm: 4.8591 2020-07-27 18:30:50,272 - mmaction - INFO - Epoch [143][320/3757] lr: 1.060e-02, eta: 1 day, 0:42:03, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4219, top5_acc: 0.6711, loss_cls: 2.5812, loss: 2.5812, grad_norm: 4.9846 2020-07-27 18:31:01,710 - mmaction - INFO - Epoch [143][340/3757] lr: 1.060e-02, eta: 1 day, 0:41:50, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4227, top5_acc: 0.6883, loss_cls: 2.5069, loss: 2.5069, grad_norm: 4.9591 2020-07-27 18:31:13,489 - mmaction - INFO - Epoch [143][360/3757] lr: 1.060e-02, eta: 1 day, 0:41:37, time: 0.589, data_time: 0.013, memory: 5232, top1_acc: 0.4289, top5_acc: 0.6664, loss_cls: 2.5988, loss: 2.5988, grad_norm: 4.8508 2020-07-27 18:31:25,188 - mmaction - INFO - Epoch [143][380/3757] lr: 1.060e-02, eta: 1 day, 0:41:25, time: 0.585, data_time: 0.025, memory: 5232, top1_acc: 0.4336, top5_acc: 0.6820, loss_cls: 2.5082, loss: 2.5082, grad_norm: 5.0306 2020-07-27 18:31:36,879 - mmaction - INFO - Epoch [143][400/3757] lr: 1.060e-02, eta: 1 day, 0:41:12, time: 0.584, data_time: 0.019, memory: 5232, top1_acc: 0.4172, top5_acc: 0.6664, loss_cls: 2.5752, loss: 2.5752, grad_norm: 4.9014 2020-07-27 18:31:48,680 - mmaction - INFO - Epoch [143][420/3757] lr: 1.060e-02, eta: 1 day, 0:40:59, time: 0.590, data_time: 0.024, memory: 5232, top1_acc: 0.4391, top5_acc: 0.6836, loss_cls: 2.4843, loss: 2.4843, grad_norm: 4.8324 2020-07-27 18:32:00,396 - mmaction - INFO - Epoch [143][440/3757] lr: 1.060e-02, eta: 1 day, 0:40:46, time: 0.586, data_time: 0.013, memory: 5232, top1_acc: 0.4422, top5_acc: 0.6828, loss_cls: 2.4905, loss: 2.4905, grad_norm: 4.8082 2020-07-27 18:32:12,186 - mmaction - INFO - Epoch [143][460/3757] lr: 1.060e-02, eta: 1 day, 0:40:34, time: 0.589, data_time: 0.025, memory: 5232, top1_acc: 0.4352, top5_acc: 0.6758, loss_cls: 2.5398, loss: 2.5398, grad_norm: 4.9071 2020-07-27 18:32:23,602 - mmaction - INFO - Epoch [143][480/3757] lr: 1.060e-02, eta: 1 day, 0:40:21, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4375, top5_acc: 0.6508, loss_cls: 2.5975, loss: 2.5975, grad_norm: 4.8696 2020-07-27 18:32:34,923 - mmaction - INFO - Epoch [143][500/3757] lr: 1.060e-02, eta: 1 day, 0:40:08, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4148, top5_acc: 0.6500, loss_cls: 2.6237, loss: 2.6237, grad_norm: 5.0304 2020-07-27 18:32:46,311 - mmaction - INFO - Epoch [143][520/3757] lr: 1.060e-02, eta: 1 day, 0:39:55, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4070, top5_acc: 0.6578, loss_cls: 2.6349, loss: 2.6349, grad_norm: 4.9700 2020-07-27 18:32:57,653 - mmaction - INFO - Epoch [143][540/3757] lr: 1.060e-02, eta: 1 day, 0:39:42, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4211, top5_acc: 0.6586, loss_cls: 2.5891, loss: 2.5891, grad_norm: 4.9363 2020-07-27 18:33:09,003 - mmaction - INFO - Epoch [143][560/3757] lr: 1.060e-02, eta: 1 day, 0:39:29, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4234, top5_acc: 0.6672, loss_cls: 2.5917, loss: 2.5917, grad_norm: 5.0384 2020-07-27 18:33:20,467 - mmaction - INFO - Epoch [143][580/3757] lr: 1.060e-02, eta: 1 day, 0:39:16, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4344, top5_acc: 0.6617, loss_cls: 2.5419, loss: 2.5419, grad_norm: 4.8946 2020-07-27 18:33:31,767 - mmaction - INFO - Epoch [143][600/3757] lr: 1.060e-02, eta: 1 day, 0:39:03, time: 0.565, data_time: 0.002, memory: 5232, top1_acc: 0.4648, top5_acc: 0.6773, loss_cls: 2.4737, loss: 2.4737, grad_norm: 4.8703 2020-07-27 18:33:43,186 - mmaction - INFO - Epoch [143][620/3757] lr: 1.060e-02, eta: 1 day, 0:38:51, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4375, top5_acc: 0.6711, loss_cls: 2.5069, loss: 2.5069, grad_norm: 4.8759 2020-07-27 18:33:54,643 - mmaction - INFO - Epoch [143][640/3757] lr: 1.060e-02, eta: 1 day, 0:38:38, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4437, top5_acc: 0.6734, loss_cls: 2.5113, loss: 2.5113, grad_norm: 5.0758 2020-07-27 18:34:06,076 - mmaction - INFO - Epoch [143][660/3757] lr: 1.060e-02, eta: 1 day, 0:38:25, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4258, top5_acc: 0.6680, loss_cls: 2.5842, loss: 2.5842, grad_norm: 4.9807 2020-07-27 18:34:17,475 - mmaction - INFO - Epoch [143][680/3757] lr: 1.060e-02, eta: 1 day, 0:38:12, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4211, top5_acc: 0.6617, loss_cls: 2.4965, loss: 2.4965, grad_norm: 4.8754 2020-07-27 18:34:28,971 - mmaction - INFO - Epoch [143][700/3757] lr: 1.060e-02, eta: 1 day, 0:37:59, time: 0.575, data_time: 0.012, memory: 5232, top1_acc: 0.4188, top5_acc: 0.6508, loss_cls: 2.6197, loss: 2.6197, grad_norm: 5.1020 2020-07-27 18:34:40,405 - mmaction - INFO - Epoch [143][720/3757] lr: 1.060e-02, eta: 1 day, 0:37:46, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.4125, top5_acc: 0.6547, loss_cls: 2.6592, loss: 2.6592, grad_norm: 5.1443 2020-07-27 18:34:51,702 - mmaction - INFO - Epoch [143][740/3757] lr: 1.060e-02, eta: 1 day, 0:37:33, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.4289, top5_acc: 0.6617, loss_cls: 2.6000, loss: 2.6000, grad_norm: 4.9235 2020-07-27 18:35:03,098 - mmaction - INFO - Epoch [143][760/3757] lr: 1.060e-02, eta: 1 day, 0:37:21, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4320, top5_acc: 0.6844, loss_cls: 2.4743, loss: 2.4743, grad_norm: 4.9661 2020-07-27 18:35:14,475 - mmaction - INFO - Epoch [143][780/3757] lr: 1.060e-02, eta: 1 day, 0:37:08, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4336, top5_acc: 0.6617, loss_cls: 2.5931, loss: 2.5931, grad_norm: 5.0852 2020-07-27 18:35:25,843 - mmaction - INFO - Epoch [143][800/3757] lr: 1.060e-02, eta: 1 day, 0:36:55, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4109, top5_acc: 0.6641, loss_cls: 2.6258, loss: 2.6258, grad_norm: 5.0531 2020-07-27 18:35:37,163 - mmaction - INFO - Epoch [143][820/3757] lr: 1.060e-02, eta: 1 day, 0:36:42, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4359, top5_acc: 0.6680, loss_cls: 2.5386, loss: 2.5386, grad_norm: 5.0626 2020-07-27 18:35:48,492 - mmaction - INFO - Epoch [143][840/3757] lr: 1.060e-02, eta: 1 day, 0:36:29, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4500, top5_acc: 0.6680, loss_cls: 2.5301, loss: 2.5301, grad_norm: 4.8697 2020-07-27 18:36:00,118 - mmaction - INFO - Epoch [143][860/3757] lr: 1.060e-02, eta: 1 day, 0:36:16, time: 0.581, data_time: 0.022, memory: 5232, top1_acc: 0.4227, top5_acc: 0.6609, loss_cls: 2.5729, loss: 2.5729, grad_norm: 4.8446 2020-07-27 18:36:11,384 - mmaction - INFO - Epoch [143][880/3757] lr: 1.060e-02, eta: 1 day, 0:36:03, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.4437, top5_acc: 0.6836, loss_cls: 2.5079, loss: 2.5079, grad_norm: 4.9690 2020-07-27 18:36:22,611 - mmaction - INFO - Epoch [143][900/3757] lr: 1.060e-02, eta: 1 day, 0:35:50, time: 0.562, data_time: 0.003, memory: 5232, top1_acc: 0.4313, top5_acc: 0.6727, loss_cls: 2.5588, loss: 2.5588, grad_norm: 4.9832 2020-07-27 18:36:33,832 - mmaction - INFO - Epoch [143][920/3757] lr: 1.060e-02, eta: 1 day, 0:35:37, time: 0.561, data_time: 0.001, memory: 5232, top1_acc: 0.4383, top5_acc: 0.6648, loss_cls: 2.5664, loss: 2.5664, grad_norm: 5.0177 2020-07-27 18:36:47,346 - mmaction - INFO - Epoch [143][940/3757] lr: 1.060e-02, eta: 1 day, 0:35:25, time: 0.676, data_time: 0.018, memory: 5232, top1_acc: 0.4672, top5_acc: 0.6773, loss_cls: 2.4515, loss: 2.4515, grad_norm: 4.7907 2020-07-27 18:37:22,332 - mmaction - INFO - Epoch [143][960/3757] lr: 1.060e-02, eta: 1 day, 0:35:21, time: 1.749, data_time: 0.115, memory: 5232, top1_acc: 0.4172, top5_acc: 0.6477, loss_cls: 2.6466, loss: 2.6466, grad_norm: 5.1642 2020-07-27 18:37:47,865 - mmaction - INFO - Epoch [143][980/3757] lr: 1.060e-02, eta: 1 day, 0:35:13, time: 1.276, data_time: 0.003, memory: 5232, top1_acc: 0.4391, top5_acc: 0.6562, loss_cls: 2.5704, loss: 2.5704, grad_norm: 4.8890 2020-07-27 18:38:12,083 - mmaction - INFO - Epoch [143][1000/3757] lr: 1.060e-02, eta: 1 day, 0:35:05, time: 1.211, data_time: 0.003, memory: 5232, top1_acc: 0.4328, top5_acc: 0.6734, loss_cls: 2.6282, loss: 2.6282, grad_norm: 5.0261 2020-07-27 18:38:41,949 - mmaction - INFO - Epoch [143][1020/3757] lr: 1.060e-02, eta: 1 day, 0:34:58, time: 1.494, data_time: 0.001, memory: 5232, top1_acc: 0.3945, top5_acc: 0.6492, loss_cls: 2.7061, loss: 2.7061, grad_norm: 5.1470 2020-07-27 18:39:10,046 - mmaction - INFO - Epoch [143][1040/3757] lr: 1.060e-02, eta: 1 day, 0:34:51, time: 1.405, data_time: 0.297, memory: 5232, top1_acc: 0.4219, top5_acc: 0.6578, loss_cls: 2.6135, loss: 2.6135, grad_norm: 4.9629 2020-07-27 18:39:50,391 - mmaction - INFO - Epoch [143][1060/3757] lr: 1.060e-02, eta: 1 day, 0:34:48, time: 2.017, data_time: 0.003, memory: 5232, top1_acc: 0.4156, top5_acc: 0.6469, loss_cls: 2.7035, loss: 2.7035, grad_norm: 5.0646 2020-07-27 18:40:16,891 - mmaction - INFO - Epoch [143][1080/3757] lr: 1.060e-02, eta: 1 day, 0:34:41, time: 1.325, data_time: 0.106, memory: 5232, top1_acc: 0.4094, top5_acc: 0.6500, loss_cls: 2.6752, loss: 2.6752, grad_norm: 5.0195 2020-07-27 18:40:39,789 - mmaction - INFO - Epoch [143][1100/3757] lr: 1.060e-02, eta: 1 day, 0:34:32, time: 1.145, data_time: 0.003, memory: 5232, top1_acc: 0.4250, top5_acc: 0.6719, loss_cls: 2.5614, loss: 2.5614, grad_norm: 5.1371 2020-07-27 18:41:10,562 - mmaction - INFO - Epoch [143][1120/3757] lr: 1.060e-02, eta: 1 day, 0:34:26, time: 1.539, data_time: 0.009, memory: 5232, top1_acc: 0.4172, top5_acc: 0.6594, loss_cls: 2.6035, loss: 2.6035, grad_norm: 5.0294 2020-07-27 18:41:37,368 - mmaction - INFO - Epoch [143][1140/3757] lr: 1.060e-02, eta: 1 day, 0:34:19, time: 1.340, data_time: 0.002, memory: 5232, top1_acc: 0.4297, top5_acc: 0.6602, loss_cls: 2.5995, loss: 2.5995, grad_norm: 5.0685 2020-07-27 18:42:02,207 - mmaction - INFO - Epoch [143][1160/3757] lr: 1.060e-02, eta: 1 day, 0:34:10, time: 1.242, data_time: 0.003, memory: 5232, top1_acc: 0.4516, top5_acc: 0.6945, loss_cls: 2.4754, loss: 2.4754, grad_norm: 4.9847 2020-07-27 18:42:31,969 - mmaction - INFO - Epoch [143][1180/3757] lr: 1.060e-02, eta: 1 day, 0:34:04, time: 1.488, data_time: 0.003, memory: 5232, top1_acc: 0.3922, top5_acc: 0.6359, loss_cls: 2.7065, loss: 2.7065, grad_norm: 5.2355 2020-07-27 18:42:58,786 - mmaction - INFO - Epoch [143][1200/3757] lr: 1.060e-02, eta: 1 day, 0:33:56, time: 1.341, data_time: 0.090, memory: 5232, top1_acc: 0.4133, top5_acc: 0.6617, loss_cls: 2.5963, loss: 2.5963, grad_norm: 4.9321 2020-07-27 18:43:23,652 - mmaction - INFO - Epoch [143][1220/3757] lr: 1.060e-02, eta: 1 day, 0:33:48, time: 1.243, data_time: 0.001, memory: 5232, top1_acc: 0.4406, top5_acc: 0.6844, loss_cls: 2.5147, loss: 2.5147, grad_norm: 4.9979 2020-07-27 18:43:56,750 - mmaction - INFO - Epoch [143][1240/3757] lr: 1.060e-02, eta: 1 day, 0:33:43, time: 1.655, data_time: 0.001, memory: 5232, top1_acc: 0.4047, top5_acc: 0.6766, loss_cls: 2.5583, loss: 2.5583, grad_norm: 5.1142 2020-07-27 18:44:24,771 - mmaction - INFO - Epoch [143][1260/3757] lr: 1.060e-02, eta: 1 day, 0:33:36, time: 1.401, data_time: 0.052, memory: 5232, top1_acc: 0.3992, top5_acc: 0.6477, loss_cls: 2.6461, loss: 2.6461, grad_norm: 5.0441 2020-07-27 18:44:59,044 - mmaction - INFO - Epoch [143][1280/3757] lr: 1.060e-02, eta: 1 day, 0:33:31, time: 1.714, data_time: 0.004, memory: 5232, top1_acc: 0.4258, top5_acc: 0.6609, loss_cls: 2.6155, loss: 2.6155, grad_norm: 4.8674 2020-07-27 18:45:26,941 - mmaction - INFO - Epoch [143][1300/3757] lr: 1.060e-02, eta: 1 day, 0:33:24, time: 1.395, data_time: 0.003, memory: 5232, top1_acc: 0.4414, top5_acc: 0.6648, loss_cls: 2.5295, loss: 2.5295, grad_norm: 4.8697 2020-07-27 18:45:55,115 - mmaction - INFO - Epoch [143][1320/3757] lr: 1.060e-02, eta: 1 day, 0:33:17, time: 1.409, data_time: 0.474, memory: 5232, top1_acc: 0.4453, top5_acc: 0.6781, loss_cls: 2.5181, loss: 2.5181, grad_norm: 4.8319 2020-07-27 18:46:23,918 - mmaction - INFO - Epoch [143][1340/3757] lr: 1.060e-02, eta: 1 day, 0:33:10, time: 1.440, data_time: 0.003, memory: 5232, top1_acc: 0.4289, top5_acc: 0.6438, loss_cls: 2.6452, loss: 2.6452, grad_norm: 4.9286 2020-07-27 18:46:52,154 - mmaction - INFO - Epoch [143][1360/3757] lr: 1.060e-02, eta: 1 day, 0:33:03, time: 1.412, data_time: 0.001, memory: 5232, top1_acc: 0.4445, top5_acc: 0.6813, loss_cls: 2.5215, loss: 2.5215, grad_norm: 4.8590 2020-07-27 18:47:22,512 - mmaction - INFO - Epoch [143][1380/3757] lr: 1.060e-02, eta: 1 day, 0:32:57, time: 1.518, data_time: 0.003, memory: 5232, top1_acc: 0.4219, top5_acc: 0.6687, loss_cls: 2.5446, loss: 2.5446, grad_norm: 5.0217 2020-07-27 18:47:51,951 - mmaction - INFO - Epoch [143][1400/3757] lr: 1.060e-02, eta: 1 day, 0:32:50, time: 1.472, data_time: 0.448, memory: 5232, top1_acc: 0.4437, top5_acc: 0.6734, loss_cls: 2.5444, loss: 2.5444, grad_norm: 4.8739 2020-07-27 18:48:24,808 - mmaction - INFO - Epoch [143][1420/3757] lr: 1.060e-02, eta: 1 day, 0:32:45, time: 1.642, data_time: 0.003, memory: 5232, top1_acc: 0.4336, top5_acc: 0.6492, loss_cls: 2.6274, loss: 2.6274, grad_norm: 4.9569 2020-07-27 18:48:46,508 - mmaction - INFO - Epoch [143][1440/3757] lr: 1.060e-02, eta: 1 day, 0:32:36, time: 1.086, data_time: 0.003, memory: 5232, top1_acc: 0.4188, top5_acc: 0.6695, loss_cls: 2.6113, loss: 2.6113, grad_norm: 4.9871 2020-07-27 18:49:07,760 - mmaction - INFO - Epoch [143][1460/3757] lr: 1.060e-02, eta: 1 day, 0:32:26, time: 1.063, data_time: 0.003, memory: 5232, top1_acc: 0.4516, top5_acc: 0.6687, loss_cls: 2.5378, loss: 2.5378, grad_norm: 4.9149 2020-07-27 18:49:25,004 - mmaction - INFO - Epoch [143][1480/3757] lr: 1.060e-02, eta: 1 day, 0:32:16, time: 0.862, data_time: 0.017, memory: 5232, top1_acc: 0.4227, top5_acc: 0.6672, loss_cls: 2.5697, loss: 2.5697, grad_norm: 5.0143 2020-07-27 18:49:40,816 - mmaction - INFO - Epoch [143][1500/3757] lr: 1.060e-02, eta: 1 day, 0:32:04, time: 0.791, data_time: 0.001, memory: 5232, top1_acc: 0.4250, top5_acc: 0.6336, loss_cls: 2.6514, loss: 2.6514, grad_norm: 4.8659 2020-07-27 18:49:59,751 - mmaction - INFO - Epoch [143][1520/3757] lr: 1.060e-02, eta: 1 day, 0:31:54, time: 0.946, data_time: 0.003, memory: 5232, top1_acc: 0.4047, top5_acc: 0.6469, loss_cls: 2.6867, loss: 2.6867, grad_norm: 4.9979 2020-07-27 18:50:10,999 - mmaction - INFO - Epoch [143][1540/3757] lr: 1.060e-02, eta: 1 day, 0:31:41, time: 0.563, data_time: 0.001, memory: 5232, top1_acc: 0.4391, top5_acc: 0.6680, loss_cls: 2.5683, loss: 2.5683, grad_norm: 5.0030 2020-07-27 18:50:22,268 - mmaction - INFO - Epoch [143][1560/3757] lr: 1.060e-02, eta: 1 day, 0:31:28, time: 0.563, data_time: 0.001, memory: 5232, top1_acc: 0.4164, top5_acc: 0.6547, loss_cls: 2.5493, loss: 2.5493, grad_norm: 4.9303 2020-07-27 18:50:35,228 - mmaction - INFO - Epoch [143][1580/3757] lr: 1.060e-02, eta: 1 day, 0:31:16, time: 0.647, data_time: 0.001, memory: 5232, top1_acc: 0.4023, top5_acc: 0.6469, loss_cls: 2.6507, loss: 2.6507, grad_norm: 5.2099 2020-07-27 18:50:51,470 - mmaction - INFO - Epoch [143][1600/3757] lr: 1.060e-02, eta: 1 day, 0:31:05, time: 0.813, data_time: 0.098, memory: 5232, top1_acc: 0.4406, top5_acc: 0.6781, loss_cls: 2.5165, loss: 2.5165, grad_norm: 4.7112 2020-07-27 18:51:02,709 - mmaction - INFO - Epoch [143][1620/3757] lr: 1.060e-02, eta: 1 day, 0:30:52, time: 0.562, data_time: 0.003, memory: 5232, top1_acc: 0.4297, top5_acc: 0.6914, loss_cls: 2.4872, loss: 2.4872, grad_norm: 5.0415 2020-07-27 18:51:13,867 - mmaction - INFO - Epoch [143][1640/3757] lr: 1.060e-02, eta: 1 day, 0:30:39, time: 0.557, data_time: 0.002, memory: 5232, top1_acc: 0.4125, top5_acc: 0.6477, loss_cls: 2.6427, loss: 2.6427, grad_norm: 5.2208 2020-07-27 18:51:24,989 - mmaction - INFO - Epoch [143][1660/3757] lr: 1.060e-02, eta: 1 day, 0:30:26, time: 0.557, data_time: 0.002, memory: 5232, top1_acc: 0.4234, top5_acc: 0.6703, loss_cls: 2.5487, loss: 2.5487, grad_norm: 4.8719 2020-07-27 18:51:36,086 - mmaction - INFO - Epoch [143][1680/3757] lr: 1.060e-02, eta: 1 day, 0:30:13, time: 0.554, data_time: 0.003, memory: 5232, top1_acc: 0.4297, top5_acc: 0.6734, loss_cls: 2.5363, loss: 2.5363, grad_norm: 4.9488 2020-07-27 18:51:47,341 - mmaction - INFO - Epoch [143][1700/3757] lr: 1.060e-02, eta: 1 day, 0:30:00, time: 0.563, data_time: 0.004, memory: 5232, top1_acc: 0.4141, top5_acc: 0.6680, loss_cls: 2.5855, loss: 2.5855, grad_norm: 5.1030 2020-07-27 18:51:58,627 - mmaction - INFO - Epoch [143][1720/3757] lr: 1.060e-02, eta: 1 day, 0:29:47, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.3953, top5_acc: 0.6539, loss_cls: 2.6740, loss: 2.6740, grad_norm: 5.1760 2020-07-27 18:52:09,831 - mmaction - INFO - Epoch [143][1740/3757] lr: 1.060e-02, eta: 1 day, 0:29:34, time: 0.560, data_time: 0.004, memory: 5232, top1_acc: 0.4445, top5_acc: 0.6906, loss_cls: 2.5072, loss: 2.5072, grad_norm: 4.9797 2020-07-27 18:52:21,007 - mmaction - INFO - Epoch [143][1760/3757] lr: 1.060e-02, eta: 1 day, 0:29:21, time: 0.559, data_time: 0.003, memory: 5232, top1_acc: 0.4375, top5_acc: 0.6633, loss_cls: 2.5834, loss: 2.5834, grad_norm: 4.9639 2020-07-27 18:52:32,208 - mmaction - INFO - Epoch [143][1780/3757] lr: 1.060e-02, eta: 1 day, 0:29:08, time: 0.560, data_time: 0.003, memory: 5232, top1_acc: 0.4383, top5_acc: 0.6680, loss_cls: 2.5339, loss: 2.5339, grad_norm: 5.0952 2020-07-27 18:52:43,382 - mmaction - INFO - Epoch [143][1800/3757] lr: 1.060e-02, eta: 1 day, 0:28:55, time: 0.558, data_time: 0.002, memory: 5232, top1_acc: 0.4219, top5_acc: 0.6867, loss_cls: 2.5147, loss: 2.5147, grad_norm: 4.9462 2020-07-27 18:52:54,617 - mmaction - INFO - Epoch [143][1820/3757] lr: 1.060e-02, eta: 1 day, 0:28:42, time: 0.562, data_time: 0.003, memory: 5232, top1_acc: 0.4250, top5_acc: 0.6703, loss_cls: 2.5553, loss: 2.5553, grad_norm: 5.0805 2020-07-27 18:53:05,771 - mmaction - INFO - Epoch [143][1840/3757] lr: 1.060e-02, eta: 1 day, 0:28:29, time: 0.558, data_time: 0.003, memory: 5232, top1_acc: 0.4289, top5_acc: 0.6703, loss_cls: 2.5268, loss: 2.5268, grad_norm: 5.1345 2020-07-27 18:53:17,009 - mmaction - INFO - Epoch [143][1860/3757] lr: 1.060e-02, eta: 1 day, 0:28:16, time: 0.562, data_time: 0.003, memory: 5232, top1_acc: 0.4352, top5_acc: 0.6867, loss_cls: 2.5059, loss: 2.5059, grad_norm: 4.9248 2020-07-27 18:53:28,222 - mmaction - INFO - Epoch [143][1880/3757] lr: 1.060e-02, eta: 1 day, 0:28:03, time: 0.560, data_time: 0.003, memory: 5232, top1_acc: 0.4211, top5_acc: 0.6578, loss_cls: 2.6154, loss: 2.6154, grad_norm: 4.8448 2020-07-27 18:53:39,415 - mmaction - INFO - Epoch [143][1900/3757] lr: 1.060e-02, eta: 1 day, 0:27:50, time: 0.560, data_time: 0.004, memory: 5232, top1_acc: 0.4313, top5_acc: 0.6891, loss_cls: 2.4895, loss: 2.4895, grad_norm: 4.7957 2020-07-27 18:53:51,222 - mmaction - INFO - Epoch [143][1920/3757] lr: 1.060e-02, eta: 1 day, 0:27:37, time: 0.591, data_time: 0.003, memory: 5232, top1_acc: 0.4352, top5_acc: 0.6758, loss_cls: 2.5333, loss: 2.5333, grad_norm: 4.9391 2020-07-27 18:54:04,204 - mmaction - INFO - Epoch [143][1940/3757] lr: 1.060e-02, eta: 1 day, 0:27:25, time: 0.649, data_time: 0.003, memory: 5232, top1_acc: 0.4141, top5_acc: 0.6461, loss_cls: 2.6399, loss: 2.6399, grad_norm: 5.0711 2020-07-27 18:54:15,309 - mmaction - INFO - Epoch [143][1960/3757] lr: 1.060e-02, eta: 1 day, 0:27:12, time: 0.555, data_time: 0.002, memory: 5232, top1_acc: 0.4211, top5_acc: 0.6547, loss_cls: 2.5561, loss: 2.5561, grad_norm: 5.0759 2020-07-27 18:54:26,475 - mmaction - INFO - Epoch [143][1980/3757] lr: 1.060e-02, eta: 1 day, 0:26:59, time: 0.558, data_time: 0.003, memory: 5232, top1_acc: 0.4242, top5_acc: 0.6727, loss_cls: 2.6082, loss: 2.6082, grad_norm: 5.0143 2020-07-27 18:54:37,615 - mmaction - INFO - Epoch [143][2000/3757] lr: 1.060e-02, eta: 1 day, 0:26:46, time: 0.557, data_time: 0.003, memory: 5232, top1_acc: 0.4258, top5_acc: 0.6586, loss_cls: 2.5518, loss: 2.5518, grad_norm: 4.8126 2020-07-27 18:54:48,891 - mmaction - INFO - Epoch [143][2020/3757] lr: 1.060e-02, eta: 1 day, 0:26:33, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.4344, top5_acc: 0.6680, loss_cls: 2.5328, loss: 2.5328, grad_norm: 4.8388 2020-07-27 18:55:00,041 - mmaction - INFO - Epoch [143][2040/3757] lr: 1.060e-02, eta: 1 day, 0:26:20, time: 0.558, data_time: 0.003, memory: 5232, top1_acc: 0.4422, top5_acc: 0.6625, loss_cls: 2.5536, loss: 2.5536, grad_norm: 5.1149 2020-07-27 18:55:11,282 - mmaction - INFO - Epoch [143][2060/3757] lr: 1.060e-02, eta: 1 day, 0:26:07, time: 0.562, data_time: 0.003, memory: 5232, top1_acc: 0.4391, top5_acc: 0.6750, loss_cls: 2.5744, loss: 2.5744, grad_norm: 4.9464 2020-07-27 18:55:22,535 - mmaction - INFO - Epoch [143][2080/3757] lr: 1.060e-02, eta: 1 day, 0:25:54, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.4375, top5_acc: 0.6734, loss_cls: 2.5353, loss: 2.5353, grad_norm: 4.9658 2020-07-27 18:55:33,727 - mmaction - INFO - Epoch [143][2100/3757] lr: 1.060e-02, eta: 1 day, 0:25:41, time: 0.560, data_time: 0.003, memory: 5232, top1_acc: 0.4336, top5_acc: 0.6625, loss_cls: 2.5247, loss: 2.5247, grad_norm: 4.9028 2020-07-27 18:55:44,914 - mmaction - INFO - Epoch [143][2120/3757] lr: 1.060e-02, eta: 1 day, 0:25:28, time: 0.559, data_time: 0.003, memory: 5232, top1_acc: 0.4289, top5_acc: 0.6734, loss_cls: 2.6322, loss: 2.6322, grad_norm: 5.0358 2020-07-27 18:55:56,771 - mmaction - INFO - Epoch [143][2140/3757] lr: 1.060e-02, eta: 1 day, 0:25:16, time: 0.592, data_time: 0.003, memory: 5232, top1_acc: 0.4328, top5_acc: 0.6781, loss_cls: 2.5146, loss: 2.5146, grad_norm: 5.0424 2020-07-27 18:56:09,442 - mmaction - INFO - Epoch [143][2160/3757] lr: 1.060e-02, eta: 1 day, 0:25:03, time: 0.635, data_time: 0.004, memory: 5232, top1_acc: 0.4234, top5_acc: 0.6711, loss_cls: 2.6053, loss: 2.6053, grad_norm: 5.0940 2020-07-27 18:56:23,715 - mmaction - INFO - Epoch [143][2180/3757] lr: 1.060e-02, eta: 1 day, 0:24:51, time: 0.713, data_time: 0.003, memory: 5232, top1_acc: 0.4367, top5_acc: 0.6781, loss_cls: 2.4777, loss: 2.4777, grad_norm: 4.9075 2020-07-27 18:56:37,367 - mmaction - INFO - Epoch [143][2200/3757] lr: 1.060e-02, eta: 1 day, 0:24:39, time: 0.683, data_time: 0.003, memory: 5232, top1_acc: 0.4164, top5_acc: 0.6602, loss_cls: 2.5997, loss: 2.5997, grad_norm: 5.1171 2020-07-27 18:56:48,750 - mmaction - INFO - Epoch [143][2220/3757] lr: 1.060e-02, eta: 1 day, 0:24:26, time: 0.568, data_time: 0.013, memory: 5232, top1_acc: 0.4328, top5_acc: 0.6578, loss_cls: 2.6122, loss: 2.6122, grad_norm: 4.9598 2020-07-27 18:56:59,884 - mmaction - INFO - Epoch [143][2240/3757] lr: 1.060e-02, eta: 1 day, 0:24:13, time: 0.558, data_time: 0.003, memory: 5232, top1_acc: 0.4273, top5_acc: 0.6820, loss_cls: 2.5100, loss: 2.5100, grad_norm: 5.0037 2020-07-27 18:57:11,070 - mmaction - INFO - Epoch [143][2260/3757] lr: 1.060e-02, eta: 1 day, 0:24:00, time: 0.559, data_time: 0.003, memory: 5232, top1_acc: 0.4250, top5_acc: 0.6695, loss_cls: 2.4977, loss: 2.4977, grad_norm: 4.9759 2020-07-27 18:57:22,284 - mmaction - INFO - Epoch [143][2280/3757] lr: 1.060e-02, eta: 1 day, 0:23:47, time: 0.561, data_time: 0.004, memory: 5232, top1_acc: 0.4500, top5_acc: 0.6695, loss_cls: 2.5099, loss: 2.5099, grad_norm: 4.8554 2020-07-27 18:57:33,379 - mmaction - INFO - Epoch [143][2300/3757] lr: 1.060e-02, eta: 1 day, 0:23:34, time: 0.555, data_time: 0.003, memory: 5232, top1_acc: 0.4320, top5_acc: 0.6633, loss_cls: 2.6610, loss: 2.6610, grad_norm: 5.0953 2020-07-27 18:57:44,565 - mmaction - INFO - Epoch [143][2320/3757] lr: 1.060e-02, eta: 1 day, 0:23:21, time: 0.559, data_time: 0.003, memory: 5232, top1_acc: 0.4188, top5_acc: 0.6500, loss_cls: 2.6271, loss: 2.6271, grad_norm: 5.0881 2020-07-27 18:57:55,715 - mmaction - INFO - Epoch [143][2340/3757] lr: 1.060e-02, eta: 1 day, 0:23:08, time: 0.557, data_time: 0.003, memory: 5232, top1_acc: 0.4258, top5_acc: 0.6531, loss_cls: 2.6312, loss: 2.6312, grad_norm: 5.0722 2020-07-27 18:58:06,986 - mmaction - INFO - Epoch [143][2360/3757] lr: 1.060e-02, eta: 1 day, 0:22:56, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.4383, top5_acc: 0.6539, loss_cls: 2.5879, loss: 2.5879, grad_norm: 5.0508 2020-07-27 18:58:18,180 - mmaction - INFO - Epoch [143][2380/3757] lr: 1.060e-02, eta: 1 day, 0:22:43, time: 0.559, data_time: 0.003, memory: 5232, top1_acc: 0.4023, top5_acc: 0.6703, loss_cls: 2.6211, loss: 2.6211, grad_norm: 5.0483 2020-07-27 18:58:29,342 - mmaction - INFO - Epoch [143][2400/3757] lr: 1.060e-02, eta: 1 day, 0:22:30, time: 0.559, data_time: 0.004, memory: 5232, top1_acc: 0.4211, top5_acc: 0.6625, loss_cls: 2.5930, loss: 2.5930, grad_norm: 4.9618 2020-07-27 18:58:40,468 - mmaction - INFO - Epoch [143][2420/3757] lr: 1.060e-02, eta: 1 day, 0:22:17, time: 0.556, data_time: 0.003, memory: 5232, top1_acc: 0.4195, top5_acc: 0.6633, loss_cls: 2.6015, loss: 2.6015, grad_norm: 5.2303 2020-07-27 18:58:51,715 - mmaction - INFO - Epoch [143][2440/3757] lr: 1.060e-02, eta: 1 day, 0:22:04, time: 0.562, data_time: 0.003, memory: 5232, top1_acc: 0.4008, top5_acc: 0.6336, loss_cls: 2.7745, loss: 2.7745, grad_norm: 5.2101 2020-07-27 18:59:02,943 - mmaction - INFO - Epoch [143][2460/3757] lr: 1.060e-02, eta: 1 day, 0:21:51, time: 0.561, data_time: 0.003, memory: 5232, top1_acc: 0.4102, top5_acc: 0.6734, loss_cls: 2.5928, loss: 2.5928, grad_norm: 5.0353 2020-07-27 18:59:14,238 - mmaction - INFO - Epoch [143][2480/3757] lr: 1.060e-02, eta: 1 day, 0:21:38, time: 0.565, data_time: 0.004, memory: 5232, top1_acc: 0.4156, top5_acc: 0.6555, loss_cls: 2.5829, loss: 2.5829, grad_norm: 4.9608 2020-07-27 18:59:25,494 - mmaction - INFO - Epoch [143][2500/3757] lr: 1.060e-02, eta: 1 day, 0:21:25, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.4258, top5_acc: 0.6664, loss_cls: 2.5478, loss: 2.5478, grad_norm: 4.8126 2020-07-27 18:59:36,740 - mmaction - INFO - Epoch [143][2520/3757] lr: 1.060e-02, eta: 1 day, 0:21:12, time: 0.562, data_time: 0.003, memory: 5232, top1_acc: 0.4172, top5_acc: 0.6586, loss_cls: 2.5797, loss: 2.5797, grad_norm: 5.1238 2020-07-27 18:59:47,866 - mmaction - INFO - Epoch [143][2540/3757] lr: 1.060e-02, eta: 1 day, 0:20:59, time: 0.557, data_time: 0.003, memory: 5232, top1_acc: 0.4258, top5_acc: 0.6789, loss_cls: 2.5276, loss: 2.5276, grad_norm: 4.9086 2020-07-27 18:59:59,025 - mmaction - INFO - Epoch [143][2560/3757] lr: 1.060e-02, eta: 1 day, 0:20:46, time: 0.558, data_time: 0.003, memory: 5232, top1_acc: 0.4141, top5_acc: 0.6617, loss_cls: 2.6244, loss: 2.6244, grad_norm: 5.0847 2020-07-27 19:00:17,495 - mmaction - INFO - Epoch [143][2580/3757] lr: 1.060e-02, eta: 1 day, 0:20:35, time: 0.905, data_time: 0.004, memory: 5232, top1_acc: 0.4133, top5_acc: 0.6758, loss_cls: 2.6071, loss: 2.6071, grad_norm: 5.0165 2020-07-27 19:00:28,970 - mmaction - INFO - Epoch [143][2600/3757] lr: 1.060e-02, eta: 1 day, 0:20:23, time: 0.591, data_time: 0.026, memory: 5232, top1_acc: 0.4344, top5_acc: 0.6750, loss_cls: 2.5096, loss: 2.5096, grad_norm: 4.7982 2020-07-27 19:00:40,424 - mmaction - INFO - Epoch [143][2620/3757] lr: 1.060e-02, eta: 1 day, 0:20:10, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.4633, top5_acc: 0.6789, loss_cls: 2.4591, loss: 2.4591, grad_norm: 4.6963 2020-07-27 19:00:51,743 - mmaction - INFO - Epoch [143][2640/3757] lr: 1.060e-02, eta: 1 day, 0:19:57, time: 0.565, data_time: 0.004, memory: 5232, top1_acc: 0.4125, top5_acc: 0.6523, loss_cls: 2.6517, loss: 2.6517, grad_norm: 5.2452 2020-07-27 19:01:03,244 - mmaction - INFO - Epoch [143][2660/3757] lr: 1.060e-02, eta: 1 day, 0:19:44, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4117, top5_acc: 0.6492, loss_cls: 2.6486, loss: 2.6486, grad_norm: 5.0878 2020-07-27 19:01:14,609 - mmaction - INFO - Epoch [143][2680/3757] lr: 1.060e-02, eta: 1 day, 0:19:31, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4305, top5_acc: 0.6703, loss_cls: 2.5012, loss: 2.5012, grad_norm: 4.9819 2020-07-27 19:01:26,105 - mmaction - INFO - Epoch [143][2700/3757] lr: 1.060e-02, eta: 1 day, 0:19:18, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4281, top5_acc: 0.6805, loss_cls: 2.5151, loss: 2.5151, grad_norm: 5.0255 2020-07-27 19:01:37,486 - mmaction - INFO - Epoch [143][2720/3757] lr: 1.060e-02, eta: 1 day, 0:19:05, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4461, top5_acc: 0.6727, loss_cls: 2.5302, loss: 2.5302, grad_norm: 4.9602 2020-07-27 19:01:48,910 - mmaction - INFO - Epoch [143][2740/3757] lr: 1.060e-02, eta: 1 day, 0:18:53, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.4352, top5_acc: 0.6742, loss_cls: 2.4906, loss: 2.4906, grad_norm: 5.1547 2020-07-27 19:02:00,454 - mmaction - INFO - Epoch [143][2760/3757] lr: 1.060e-02, eta: 1 day, 0:18:40, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.4305, top5_acc: 0.6664, loss_cls: 2.5456, loss: 2.5456, grad_norm: 5.2395 2020-07-27 19:02:11,876 - mmaction - INFO - Epoch [143][2780/3757] lr: 1.060e-02, eta: 1 day, 0:18:27, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4313, top5_acc: 0.6547, loss_cls: 2.6059, loss: 2.6059, grad_norm: 4.9369 2020-07-27 19:02:23,230 - mmaction - INFO - Epoch [143][2800/3757] lr: 1.060e-02, eta: 1 day, 0:18:14, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4125, top5_acc: 0.6656, loss_cls: 2.6493, loss: 2.6493, grad_norm: 5.3207 2020-07-27 19:02:34,597 - mmaction - INFO - Epoch [143][2820/3757] lr: 1.060e-02, eta: 1 day, 0:18:01, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.3922, top5_acc: 0.6547, loss_cls: 2.6762, loss: 2.6762, grad_norm: 5.0399 2020-07-27 19:02:45,898 - mmaction - INFO - Epoch [143][2840/3757] lr: 1.060e-02, eta: 1 day, 0:17:48, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4062, top5_acc: 0.6477, loss_cls: 2.6529, loss: 2.6529, grad_norm: 5.0404 2020-07-27 19:02:57,278 - mmaction - INFO - Epoch [143][2860/3757] lr: 1.060e-02, eta: 1 day, 0:17:35, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4406, top5_acc: 0.6789, loss_cls: 2.4988, loss: 2.4988, grad_norm: 4.8060 2020-07-27 19:03:09,060 - mmaction - INFO - Epoch [143][2880/3757] lr: 1.060e-02, eta: 1 day, 0:17:23, time: 0.589, data_time: 0.026, memory: 5232, top1_acc: 0.4500, top5_acc: 0.7039, loss_cls: 2.4097, loss: 2.4097, grad_norm: 4.9474 2020-07-27 19:03:20,508 - mmaction - INFO - Epoch [143][2900/3757] lr: 1.060e-02, eta: 1 day, 0:17:10, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4016, top5_acc: 0.6711, loss_cls: 2.6338, loss: 2.6338, grad_norm: 5.1298 2020-07-27 19:03:31,858 - mmaction - INFO - Epoch [143][2920/3757] lr: 1.060e-02, eta: 1 day, 0:16:57, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4461, top5_acc: 0.6797, loss_cls: 2.5009, loss: 2.5009, grad_norm: 5.0477 2020-07-27 19:03:43,265 - mmaction - INFO - Epoch [143][2940/3757] lr: 1.060e-02, eta: 1 day, 0:16:44, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4273, top5_acc: 0.6664, loss_cls: 2.6133, loss: 2.6133, grad_norm: 4.9824 2020-07-27 19:03:54,729 - mmaction - INFO - Epoch [143][2960/3757] lr: 1.060e-02, eta: 1 day, 0:16:31, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4492, top5_acc: 0.6797, loss_cls: 2.5521, loss: 2.5521, grad_norm: 4.9922 2020-07-27 19:04:06,206 - mmaction - INFO - Epoch [143][2980/3757] lr: 1.060e-02, eta: 1 day, 0:16:18, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4367, top5_acc: 0.6648, loss_cls: 2.6453, loss: 2.6453, grad_norm: 5.0555 2020-07-27 19:04:17,706 - mmaction - INFO - Epoch [143][3000/3757] lr: 1.060e-02, eta: 1 day, 0:16:05, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.4320, top5_acc: 0.6844, loss_cls: 2.5485, loss: 2.5485, grad_norm: 5.0611 2020-07-27 19:04:29,128 - mmaction - INFO - Epoch [143][3020/3757] lr: 1.060e-02, eta: 1 day, 0:15:52, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4242, top5_acc: 0.6664, loss_cls: 2.5831, loss: 2.5831, grad_norm: 5.0312 2020-07-27 19:04:40,514 - mmaction - INFO - Epoch [143][3040/3757] lr: 1.060e-02, eta: 1 day, 0:15:40, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4172, top5_acc: 0.6516, loss_cls: 2.6441, loss: 2.6441, grad_norm: 5.0305 2020-07-27 19:04:51,872 - mmaction - INFO - Epoch [143][3060/3757] lr: 1.060e-02, eta: 1 day, 0:15:27, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4375, top5_acc: 0.6969, loss_cls: 2.4899, loss: 2.4899, grad_norm: 4.9336 2020-07-27 19:05:03,250 - mmaction - INFO - Epoch [143][3080/3757] lr: 1.060e-02, eta: 1 day, 0:15:14, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4180, top5_acc: 0.6602, loss_cls: 2.6075, loss: 2.6075, grad_norm: 5.2074 2020-07-27 19:05:14,749 - mmaction - INFO - Epoch [143][3100/3757] lr: 1.060e-02, eta: 1 day, 0:15:01, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4359, top5_acc: 0.6625, loss_cls: 2.5172, loss: 2.5172, grad_norm: 4.9591 2020-07-27 19:05:26,124 - mmaction - INFO - Epoch [143][3120/3757] lr: 1.060e-02, eta: 1 day, 0:14:48, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4109, top5_acc: 0.6656, loss_cls: 2.5711, loss: 2.5711, grad_norm: 5.2039 2020-07-27 19:05:37,329 - mmaction - INFO - Epoch [143][3140/3757] lr: 1.060e-02, eta: 1 day, 0:14:35, time: 0.560, data_time: 0.003, memory: 5232, top1_acc: 0.4031, top5_acc: 0.6547, loss_cls: 2.6744, loss: 2.6744, grad_norm: 5.2273 2020-07-27 19:05:48,634 - mmaction - INFO - Epoch [143][3160/3757] lr: 1.060e-02, eta: 1 day, 0:14:22, time: 0.566, data_time: 0.012, memory: 5232, top1_acc: 0.4375, top5_acc: 0.6617, loss_cls: 2.5617, loss: 2.5617, grad_norm: 4.9862 2020-07-27 19:05:59,898 - mmaction - INFO - Epoch [143][3180/3757] lr: 1.060e-02, eta: 1 day, 0:14:09, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.4227, top5_acc: 0.6680, loss_cls: 2.6481, loss: 2.6481, grad_norm: 5.0351 2020-07-27 19:06:11,028 - mmaction - INFO - Epoch [143][3200/3757] lr: 1.060e-02, eta: 1 day, 0:13:56, time: 0.556, data_time: 0.003, memory: 5232, top1_acc: 0.4406, top5_acc: 0.6766, loss_cls: 2.5188, loss: 2.5188, grad_norm: 4.8354 2020-07-27 19:06:22,146 - mmaction - INFO - Epoch [143][3220/3757] lr: 1.060e-02, eta: 1 day, 0:13:43, time: 0.556, data_time: 0.003, memory: 5232, top1_acc: 0.4320, top5_acc: 0.6883, loss_cls: 2.4503, loss: 2.4503, grad_norm: 4.8623 2020-07-27 19:06:33,288 - mmaction - INFO - Epoch [143][3240/3757] lr: 1.060e-02, eta: 1 day, 0:13:30, time: 0.557, data_time: 0.003, memory: 5232, top1_acc: 0.4148, top5_acc: 0.6695, loss_cls: 2.6418, loss: 2.6418, grad_norm: 5.0028 2020-07-27 19:06:44,366 - mmaction - INFO - Epoch [143][3260/3757] lr: 1.060e-02, eta: 1 day, 0:13:17, time: 0.554, data_time: 0.003, memory: 5232, top1_acc: 0.4320, top5_acc: 0.6695, loss_cls: 2.4896, loss: 2.4896, grad_norm: 4.8454 2020-07-27 19:06:55,634 - mmaction - INFO - Epoch [143][3280/3757] lr: 1.060e-02, eta: 1 day, 0:13:04, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.4164, top5_acc: 0.6656, loss_cls: 2.6267, loss: 2.6267, grad_norm: 5.0513 2020-07-27 19:07:07,005 - mmaction - INFO - Epoch [143][3300/3757] lr: 1.060e-02, eta: 1 day, 0:12:51, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.4273, top5_acc: 0.6672, loss_cls: 2.5918, loss: 2.5918, grad_norm: 4.9603 2020-07-27 19:07:18,447 - mmaction - INFO - Epoch [143][3320/3757] lr: 1.060e-02, eta: 1 day, 0:12:39, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4195, top5_acc: 0.6625, loss_cls: 2.5838, loss: 2.5838, grad_norm: 5.0226 2020-07-27 19:07:29,875 - mmaction - INFO - Epoch [143][3340/3757] lr: 1.060e-02, eta: 1 day, 0:12:26, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.4414, top5_acc: 0.6773, loss_cls: 2.4919, loss: 2.4919, grad_norm: 4.9257 2020-07-27 19:07:41,381 - mmaction - INFO - Epoch [143][3360/3757] lr: 1.060e-02, eta: 1 day, 0:12:13, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4344, top5_acc: 0.6734, loss_cls: 2.5749, loss: 2.5749, grad_norm: 4.9763 2020-07-27 19:07:52,806 - mmaction - INFO - Epoch [143][3380/3757] lr: 1.060e-02, eta: 1 day, 0:12:00, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4133, top5_acc: 0.6562, loss_cls: 2.5810, loss: 2.5810, grad_norm: 4.9671 2020-07-27 19:08:04,294 - mmaction - INFO - Epoch [143][3400/3757] lr: 1.060e-02, eta: 1 day, 0:11:47, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4258, top5_acc: 0.6484, loss_cls: 2.6068, loss: 2.6068, grad_norm: 5.0414 2020-07-27 19:08:15,700 - mmaction - INFO - Epoch [143][3420/3757] lr: 1.060e-02, eta: 1 day, 0:11:34, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4086, top5_acc: 0.6539, loss_cls: 2.6481, loss: 2.6481, grad_norm: 5.1827 2020-07-27 19:08:27,163 - mmaction - INFO - Epoch [143][3440/3757] lr: 1.060e-02, eta: 1 day, 0:11:21, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4055, top5_acc: 0.6625, loss_cls: 2.5817, loss: 2.5817, grad_norm: 5.1145 2020-07-27 19:08:38,655 - mmaction - INFO - Epoch [143][3460/3757] lr: 1.060e-02, eta: 1 day, 0:11:09, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4219, top5_acc: 0.6781, loss_cls: 2.5317, loss: 2.5317, grad_norm: 5.0215 2020-07-27 19:08:50,117 - mmaction - INFO - Epoch [143][3480/3757] lr: 1.060e-02, eta: 1 day, 0:10:56, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4070, top5_acc: 0.6484, loss_cls: 2.6356, loss: 2.6356, grad_norm: 5.0651 2020-07-27 19:09:01,612 - mmaction - INFO - Epoch [143][3500/3757] lr: 1.060e-02, eta: 1 day, 0:10:43, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4125, top5_acc: 0.6578, loss_cls: 2.6352, loss: 2.6352, grad_norm: 5.1003 2020-07-27 19:09:13,026 - mmaction - INFO - Epoch [143][3520/3757] lr: 1.060e-02, eta: 1 day, 0:10:30, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4219, top5_acc: 0.6633, loss_cls: 2.6100, loss: 2.6100, grad_norm: 5.0092 2020-07-27 19:09:24,433 - mmaction - INFO - Epoch [143][3540/3757] lr: 1.060e-02, eta: 1 day, 0:10:17, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4227, top5_acc: 0.6648, loss_cls: 2.5805, loss: 2.5805, grad_norm: 4.9763 2020-07-27 19:09:35,957 - mmaction - INFO - Epoch [143][3560/3757] lr: 1.060e-02, eta: 1 day, 0:10:04, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4281, top5_acc: 0.6617, loss_cls: 2.5773, loss: 2.5773, grad_norm: 5.0066 2020-07-27 19:09:47,403 - mmaction - INFO - Epoch [143][3580/3757] lr: 1.060e-02, eta: 1 day, 0:09:51, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.4102, top5_acc: 0.6641, loss_cls: 2.6324, loss: 2.6324, grad_norm: 5.1643 2020-07-27 19:09:58,939 - mmaction - INFO - Epoch [143][3600/3757] lr: 1.060e-02, eta: 1 day, 0:09:39, time: 0.578, data_time: 0.013, memory: 5232, top1_acc: 0.4219, top5_acc: 0.6570, loss_cls: 2.5985, loss: 2.5985, grad_norm: 5.0528 2020-07-27 19:10:10,412 - mmaction - INFO - Epoch [143][3620/3757] lr: 1.060e-02, eta: 1 day, 0:09:26, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.3992, top5_acc: 0.6375, loss_cls: 2.7084, loss: 2.7084, grad_norm: 5.0876 2020-07-27 19:10:21,864 - mmaction - INFO - Epoch [143][3640/3757] lr: 1.060e-02, eta: 1 day, 0:09:13, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4148, top5_acc: 0.6602, loss_cls: 2.6159, loss: 2.6159, grad_norm: 5.0421 2020-07-27 19:10:33,312 - mmaction - INFO - Epoch [143][3660/3757] lr: 1.060e-02, eta: 1 day, 0:09:00, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4164, top5_acc: 0.6461, loss_cls: 2.6018, loss: 2.6018, grad_norm: 5.1613 2020-07-27 19:10:44,837 - mmaction - INFO - Epoch [143][3680/3757] lr: 1.060e-02, eta: 1 day, 0:08:47, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.3867, top5_acc: 0.6555, loss_cls: 2.7165, loss: 2.7165, grad_norm: 5.2718 2020-07-27 19:10:56,265 - mmaction - INFO - Epoch [143][3700/3757] lr: 1.060e-02, eta: 1 day, 0:08:34, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4148, top5_acc: 0.6453, loss_cls: 2.6767, loss: 2.6767, grad_norm: 4.9986 2020-07-27 19:11:07,654 - mmaction - INFO - Epoch [143][3720/3757] lr: 1.060e-02, eta: 1 day, 0:08:21, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4133, top5_acc: 0.6758, loss_cls: 2.5580, loss: 2.5580, grad_norm: 4.8265 2020-07-27 19:11:19,088 - mmaction - INFO - Epoch [143][3740/3757] lr: 1.060e-02, eta: 1 day, 0:08:09, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4305, top5_acc: 0.6711, loss_cls: 2.5758, loss: 2.5758, grad_norm: 4.8793 2020-07-27 19:16:01,391 - mmaction - INFO - Epoch [144][20/3757] lr: 1.007e-02, eta: 1 day, 0:09:07, time: 13.042, data_time: 12.357, memory: 5232, top1_acc: 0.4211, top5_acc: 0.6844, loss_cls: 2.5601, loss: 2.5601, grad_norm: 4.9552 2020-07-27 19:16:12,539 - mmaction - INFO - Epoch [144][40/3757] lr: 1.007e-02, eta: 1 day, 0:08:54, time: 0.558, data_time: 0.002, memory: 5232, top1_acc: 0.4289, top5_acc: 0.6461, loss_cls: 2.6342, loss: 2.6342, grad_norm: 4.9001 2020-07-27 19:16:27,549 - mmaction - INFO - Epoch [144][60/3757] lr: 1.007e-02, eta: 1 day, 0:08:42, time: 0.751, data_time: 0.142, memory: 5232, top1_acc: 0.4453, top5_acc: 0.6828, loss_cls: 2.5025, loss: 2.5025, grad_norm: 4.8953 2020-07-27 19:16:39,091 - mmaction - INFO - Epoch [144][80/3757] lr: 1.007e-02, eta: 1 day, 0:08:29, time: 0.577, data_time: 0.022, memory: 5232, top1_acc: 0.4102, top5_acc: 0.6430, loss_cls: 2.6408, loss: 2.6408, grad_norm: 4.9826 2020-07-27 19:16:50,584 - mmaction - INFO - Epoch [144][100/3757] lr: 1.007e-02, eta: 1 day, 0:08:17, time: 0.575, data_time: 0.019, memory: 5232, top1_acc: 0.4422, top5_acc: 0.6805, loss_cls: 2.5354, loss: 2.5354, grad_norm: 5.0230 2020-07-27 19:17:02,200 - mmaction - INFO - Epoch [144][120/3757] lr: 1.007e-02, eta: 1 day, 0:08:04, time: 0.581, data_time: 0.024, memory: 5232, top1_acc: 0.4328, top5_acc: 0.6461, loss_cls: 2.6514, loss: 2.6514, grad_norm: 5.0821 2020-07-27 19:17:13,646 - mmaction - INFO - Epoch [144][140/3757] lr: 1.007e-02, eta: 1 day, 0:07:51, time: 0.572, data_time: 0.017, memory: 5232, top1_acc: 0.4422, top5_acc: 0.6680, loss_cls: 2.5332, loss: 2.5332, grad_norm: 4.8920 2020-07-27 19:17:25,197 - mmaction - INFO - Epoch [144][160/3757] lr: 1.007e-02, eta: 1 day, 0:07:38, time: 0.578, data_time: 0.025, memory: 5232, top1_acc: 0.4484, top5_acc: 0.6852, loss_cls: 2.4667, loss: 2.4667, grad_norm: 4.8187 2020-07-27 19:17:41,330 - mmaction - INFO - Epoch [144][180/3757] lr: 1.007e-02, eta: 1 day, 0:07:27, time: 0.806, data_time: 0.028, memory: 5232, top1_acc: 0.4367, top5_acc: 0.6641, loss_cls: 2.5573, loss: 2.5573, grad_norm: 4.8970 2020-07-27 19:17:56,341 - mmaction - INFO - Epoch [144][200/3757] lr: 1.007e-02, eta: 1 day, 0:07:15, time: 0.751, data_time: 0.015, memory: 5232, top1_acc: 0.4203, top5_acc: 0.6672, loss_cls: 2.5927, loss: 2.5927, grad_norm: 5.0085 2020-07-27 19:18:07,614 - mmaction - INFO - Epoch [144][220/3757] lr: 1.007e-02, eta: 1 day, 0:07:02, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.4391, top5_acc: 0.6758, loss_cls: 2.4873, loss: 2.4873, grad_norm: 4.9231 2020-07-27 19:18:23,806 - mmaction - INFO - Epoch [144][240/3757] lr: 1.007e-02, eta: 1 day, 0:06:51, time: 0.810, data_time: 0.251, memory: 5232, top1_acc: 0.4320, top5_acc: 0.6695, loss_cls: 2.5794, loss: 2.5794, grad_norm: 4.8621 2020-07-27 19:18:35,286 - mmaction - INFO - Epoch [144][260/3757] lr: 1.007e-02, eta: 1 day, 0:06:38, time: 0.574, data_time: 0.017, memory: 5232, top1_acc: 0.3977, top5_acc: 0.6547, loss_cls: 2.6255, loss: 2.6255, grad_norm: 5.0452 2020-07-27 19:18:46,854 - mmaction - INFO - Epoch [144][280/3757] lr: 1.007e-02, eta: 1 day, 0:06:25, time: 0.578, data_time: 0.025, memory: 5232, top1_acc: 0.4305, top5_acc: 0.6820, loss_cls: 2.4788, loss: 2.4788, grad_norm: 5.0008 2020-07-27 19:18:58,333 - mmaction - INFO - Epoch [144][300/3757] lr: 1.007e-02, eta: 1 day, 0:06:12, time: 0.574, data_time: 0.015, memory: 5232, top1_acc: 0.4422, top5_acc: 0.6844, loss_cls: 2.4894, loss: 2.4894, grad_norm: 5.0031 2020-07-27 19:19:09,949 - mmaction - INFO - Epoch [144][320/3757] lr: 1.007e-02, eta: 1 day, 0:06:00, time: 0.580, data_time: 0.025, memory: 5232, top1_acc: 0.4211, top5_acc: 0.6883, loss_cls: 2.5281, loss: 2.5281, grad_norm: 5.1124 2020-07-27 19:19:21,393 - mmaction - INFO - Epoch [144][340/3757] lr: 1.007e-02, eta: 1 day, 0:05:47, time: 0.572, data_time: 0.017, memory: 5232, top1_acc: 0.4336, top5_acc: 0.6648, loss_cls: 2.5966, loss: 2.5966, grad_norm: 5.0600 2020-07-27 19:19:35,151 - mmaction - INFO - Epoch [144][360/3757] lr: 1.007e-02, eta: 1 day, 0:05:35, time: 0.688, data_time: 0.003, memory: 5232, top1_acc: 0.4453, top5_acc: 0.6977, loss_cls: 2.4301, loss: 2.4301, grad_norm: 4.9054 2020-07-27 19:19:46,326 - mmaction - INFO - Epoch [144][380/3757] lr: 1.007e-02, eta: 1 day, 0:05:22, time: 0.559, data_time: 0.003, memory: 5232, top1_acc: 0.4469, top5_acc: 0.6766, loss_cls: 2.4757, loss: 2.4757, grad_norm: 4.9885 2020-07-27 19:19:57,525 - mmaction - INFO - Epoch [144][400/3757] lr: 1.007e-02, eta: 1 day, 0:05:09, time: 0.560, data_time: 0.003, memory: 5232, top1_acc: 0.4414, top5_acc: 0.7055, loss_cls: 2.4127, loss: 2.4127, grad_norm: 5.0053 2020-07-27 19:20:08,727 - mmaction - INFO - Epoch [144][420/3757] lr: 1.007e-02, eta: 1 day, 0:04:56, time: 0.560, data_time: 0.003, memory: 5232, top1_acc: 0.4414, top5_acc: 0.6750, loss_cls: 2.5319, loss: 2.5319, grad_norm: 5.1017 2020-07-27 19:20:24,715 - mmaction - INFO - Epoch [144][440/3757] lr: 1.007e-02, eta: 1 day, 0:04:44, time: 0.800, data_time: 0.240, memory: 5232, top1_acc: 0.4437, top5_acc: 0.6703, loss_cls: 2.5329, loss: 2.5329, grad_norm: 5.1262 2020-07-27 19:20:36,294 - mmaction - INFO - Epoch [144][460/3757] lr: 1.007e-02, eta: 1 day, 0:04:32, time: 0.579, data_time: 0.017, memory: 5232, top1_acc: 0.4344, top5_acc: 0.6742, loss_cls: 2.5315, loss: 2.5315, grad_norm: 4.9330 2020-07-27 19:20:47,872 - mmaction - INFO - Epoch [144][480/3757] lr: 1.007e-02, eta: 1 day, 0:04:19, time: 0.578, data_time: 0.025, memory: 5232, top1_acc: 0.4477, top5_acc: 0.6844, loss_cls: 2.4509, loss: 2.4509, grad_norm: 4.9004 2020-07-27 19:20:59,416 - mmaction - INFO - Epoch [144][500/3757] lr: 1.007e-02, eta: 1 day, 0:04:06, time: 0.577, data_time: 0.017, memory: 5232, top1_acc: 0.4461, top5_acc: 0.6797, loss_cls: 2.4777, loss: 2.4777, grad_norm: 4.9124 2020-07-27 19:21:10,954 - mmaction - INFO - Epoch [144][520/3757] lr: 1.007e-02, eta: 1 day, 0:03:53, time: 0.577, data_time: 0.025, memory: 5232, top1_acc: 0.4523, top5_acc: 0.7008, loss_cls: 2.4316, loss: 2.4316, grad_norm: 5.0865 2020-07-27 19:21:22,406 - mmaction - INFO - Epoch [144][540/3757] lr: 1.007e-02, eta: 1 day, 0:03:40, time: 0.573, data_time: 0.018, memory: 5232, top1_acc: 0.4203, top5_acc: 0.6719, loss_cls: 2.5562, loss: 2.5562, grad_norm: 5.1771 2020-07-27 19:21:33,673 - mmaction - INFO - Epoch [144][560/3757] lr: 1.007e-02, eta: 1 day, 0:03:27, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.4453, top5_acc: 0.6867, loss_cls: 2.4339, loss: 2.4339, grad_norm: 4.9545 2020-07-27 19:21:44,916 - mmaction - INFO - Epoch [144][580/3757] lr: 1.007e-02, eta: 1 day, 0:03:14, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.4375, top5_acc: 0.6758, loss_cls: 2.5333, loss: 2.5333, grad_norm: 5.0044 2020-07-27 19:21:56,094 - mmaction - INFO - Epoch [144][600/3757] lr: 1.007e-02, eta: 1 day, 0:03:01, time: 0.558, data_time: 0.002, memory: 5232, top1_acc: 0.4219, top5_acc: 0.6664, loss_cls: 2.5463, loss: 2.5463, grad_norm: 5.1973 2020-07-27 19:22:07,402 - mmaction - INFO - Epoch [144][620/3757] lr: 1.007e-02, eta: 1 day, 0:02:48, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4133, top5_acc: 0.6523, loss_cls: 2.6734, loss: 2.6734, grad_norm: 5.2732 2020-07-27 19:22:18,869 - mmaction - INFO - Epoch [144][640/3757] lr: 1.007e-02, eta: 1 day, 0:02:36, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4273, top5_acc: 0.6633, loss_cls: 2.5864, loss: 2.5864, grad_norm: 5.2662 2020-07-27 19:22:30,202 - mmaction - INFO - Epoch [144][660/3757] lr: 1.007e-02, eta: 1 day, 0:02:23, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4227, top5_acc: 0.6547, loss_cls: 2.6389, loss: 2.6389, grad_norm: 5.1425 2020-07-27 19:22:41,625 - mmaction - INFO - Epoch [144][680/3757] lr: 1.007e-02, eta: 1 day, 0:02:10, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4305, top5_acc: 0.6641, loss_cls: 2.5598, loss: 2.5598, grad_norm: 5.0242 2020-07-27 19:22:53,096 - mmaction - INFO - Epoch [144][700/3757] lr: 1.007e-02, eta: 1 day, 0:01:57, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4656, top5_acc: 0.6633, loss_cls: 2.4910, loss: 2.4910, grad_norm: 4.8748 2020-07-27 19:23:04,465 - mmaction - INFO - Epoch [144][720/3757] lr: 1.007e-02, eta: 1 day, 0:01:44, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4281, top5_acc: 0.6602, loss_cls: 2.5776, loss: 2.5776, grad_norm: 5.0370 2020-07-27 19:23:15,987 - mmaction - INFO - Epoch [144][740/3757] lr: 1.007e-02, eta: 1 day, 0:01:31, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.4305, top5_acc: 0.6992, loss_cls: 2.4761, loss: 2.4761, grad_norm: 5.1436 2020-07-27 19:23:27,271 - mmaction - INFO - Epoch [144][760/3757] lr: 1.007e-02, eta: 1 day, 0:01:18, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.4133, top5_acc: 0.6641, loss_cls: 2.5939, loss: 2.5939, grad_norm: 5.2045 2020-07-27 19:23:38,686 - mmaction - INFO - Epoch [144][780/3757] lr: 1.007e-02, eta: 1 day, 0:01:05, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4258, top5_acc: 0.6586, loss_cls: 2.6079, loss: 2.6079, grad_norm: 5.1828 2020-07-27 19:23:50,122 - mmaction - INFO - Epoch [144][800/3757] lr: 1.007e-02, eta: 1 day, 0:00:52, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4266, top5_acc: 0.6773, loss_cls: 2.5348, loss: 2.5348, grad_norm: 5.1575 2020-07-27 19:24:01,523 - mmaction - INFO - Epoch [144][820/3757] lr: 1.007e-02, eta: 1 day, 0:00:40, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4469, top5_acc: 0.6727, loss_cls: 2.5122, loss: 2.5122, grad_norm: 5.0454 2020-07-27 19:24:12,799 - mmaction - INFO - Epoch [144][840/3757] lr: 1.007e-02, eta: 1 day, 0:00:27, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.4266, top5_acc: 0.6641, loss_cls: 2.5997, loss: 2.5997, grad_norm: 5.0768 2020-07-27 19:24:23,968 - mmaction - INFO - Epoch [144][860/3757] lr: 1.007e-02, eta: 1 day, 0:00:14, time: 0.558, data_time: 0.003, memory: 5232, top1_acc: 0.4648, top5_acc: 0.6797, loss_cls: 2.4188, loss: 2.4188, grad_norm: 4.9190 2020-07-27 19:24:35,258 - mmaction - INFO - Epoch [144][880/3757] lr: 1.007e-02, eta: 1 day, 0:00:01, time: 0.564, data_time: 0.007, memory: 5232, top1_acc: 0.4219, top5_acc: 0.6609, loss_cls: 2.5976, loss: 2.5976, grad_norm: 5.2398 2020-07-27 19:24:46,486 - mmaction - INFO - Epoch [144][900/3757] lr: 1.007e-02, eta: 23:59:48, time: 0.561, data_time: 0.003, memory: 5232, top1_acc: 0.4367, top5_acc: 0.6883, loss_cls: 2.4675, loss: 2.4675, grad_norm: 4.9648 2020-07-27 19:24:57,726 - mmaction - INFO - Epoch [144][920/3757] lr: 1.007e-02, eta: 23:59:35, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.4234, top5_acc: 0.6891, loss_cls: 2.4862, loss: 2.4862, grad_norm: 5.0561 2020-07-27 19:25:08,984 - mmaction - INFO - Epoch [144][940/3757] lr: 1.007e-02, eta: 23:59:22, time: 0.562, data_time: 0.002, memory: 5232, top1_acc: 0.4352, top5_acc: 0.6594, loss_cls: 2.5909, loss: 2.5909, grad_norm: 5.0475 2020-07-27 19:25:20,203 - mmaction - INFO - Epoch [144][960/3757] lr: 1.007e-02, eta: 23:59:09, time: 0.561, data_time: 0.010, memory: 5232, top1_acc: 0.4453, top5_acc: 0.6813, loss_cls: 2.4799, loss: 2.4799, grad_norm: 4.9519 2020-07-27 19:25:31,375 - mmaction - INFO - Epoch [144][980/3757] lr: 1.007e-02, eta: 23:58:56, time: 0.559, data_time: 0.003, memory: 5232, top1_acc: 0.4383, top5_acc: 0.6844, loss_cls: 2.5287, loss: 2.5287, grad_norm: 4.9861 2020-07-27 19:25:42,671 - mmaction - INFO - Epoch [144][1000/3757] lr: 1.007e-02, eta: 23:58:43, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.4164, top5_acc: 0.6547, loss_cls: 2.6243, loss: 2.6243, grad_norm: 5.0709 2020-07-27 19:25:54,016 - mmaction - INFO - Epoch [144][1020/3757] lr: 1.007e-02, eta: 23:58:30, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4437, top5_acc: 0.6719, loss_cls: 2.5785, loss: 2.5785, grad_norm: 5.0586 2020-07-27 19:26:05,509 - mmaction - INFO - Epoch [144][1040/3757] lr: 1.007e-02, eta: 23:58:17, time: 0.575, data_time: 0.013, memory: 5232, top1_acc: 0.4539, top5_acc: 0.6727, loss_cls: 2.5088, loss: 2.5088, grad_norm: 5.0476 2020-07-27 19:26:16,951 - mmaction - INFO - Epoch [144][1060/3757] lr: 1.007e-02, eta: 23:58:04, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.3961, top5_acc: 0.6438, loss_cls: 2.7058, loss: 2.7058, grad_norm: 5.2684 2020-07-27 19:26:28,427 - mmaction - INFO - Epoch [144][1080/3757] lr: 1.007e-02, eta: 23:57:52, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4313, top5_acc: 0.6766, loss_cls: 2.5343, loss: 2.5343, grad_norm: 4.9180 2020-07-27 19:26:39,809 - mmaction - INFO - Epoch [144][1100/3757] lr: 1.007e-02, eta: 23:57:39, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4180, top5_acc: 0.6781, loss_cls: 2.5742, loss: 2.5742, grad_norm: 5.1495 2020-07-27 19:26:51,209 - mmaction - INFO - Epoch [144][1120/3757] lr: 1.007e-02, eta: 23:57:26, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4266, top5_acc: 0.6758, loss_cls: 2.5615, loss: 2.5615, grad_norm: 5.0941 2020-07-27 19:27:02,726 - mmaction - INFO - Epoch [144][1140/3757] lr: 1.007e-02, eta: 23:57:13, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4250, top5_acc: 0.6703, loss_cls: 2.5294, loss: 2.5294, grad_norm: 4.9822 2020-07-27 19:27:14,122 - mmaction - INFO - Epoch [144][1160/3757] lr: 1.007e-02, eta: 23:57:00, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4305, top5_acc: 0.6500, loss_cls: 2.5835, loss: 2.5835, grad_norm: 4.9886 2020-07-27 19:27:25,522 - mmaction - INFO - Epoch [144][1180/3757] lr: 1.007e-02, eta: 23:56:47, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4148, top5_acc: 0.6516, loss_cls: 2.6706, loss: 2.6706, grad_norm: 5.0573 2020-07-27 19:27:37,024 - mmaction - INFO - Epoch [144][1200/3757] lr: 1.007e-02, eta: 23:56:34, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4414, top5_acc: 0.6961, loss_cls: 2.4526, loss: 2.4526, grad_norm: 4.9519 2020-07-27 19:27:48,479 - mmaction - INFO - Epoch [144][1220/3757] lr: 1.007e-02, eta: 23:56:21, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4562, top5_acc: 0.6750, loss_cls: 2.5243, loss: 2.5243, grad_norm: 5.0478 2020-07-27 19:27:59,862 - mmaction - INFO - Epoch [144][1240/3757] lr: 1.007e-02, eta: 23:56:09, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4219, top5_acc: 0.6727, loss_cls: 2.5849, loss: 2.5849, grad_norm: 5.0496 2020-07-27 19:28:11,266 - mmaction - INFO - Epoch [144][1260/3757] lr: 1.007e-02, eta: 23:55:56, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4367, top5_acc: 0.6750, loss_cls: 2.5005, loss: 2.5005, grad_norm: 4.8705 2020-07-27 19:28:22,723 - mmaction - INFO - Epoch [144][1280/3757] lr: 1.007e-02, eta: 23:55:43, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4422, top5_acc: 0.6883, loss_cls: 2.4825, loss: 2.4825, grad_norm: 5.0421 2020-07-27 19:28:34,175 - mmaction - INFO - Epoch [144][1300/3757] lr: 1.007e-02, eta: 23:55:30, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4445, top5_acc: 0.6664, loss_cls: 2.5667, loss: 2.5667, grad_norm: 4.9543 2020-07-27 19:28:45,637 - mmaction - INFO - Epoch [144][1320/3757] lr: 1.007e-02, eta: 23:55:17, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4242, top5_acc: 0.6578, loss_cls: 2.5955, loss: 2.5955, grad_norm: 5.0753 2020-07-27 19:28:57,016 - mmaction - INFO - Epoch [144][1340/3757] lr: 1.007e-02, eta: 23:55:04, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4445, top5_acc: 0.6883, loss_cls: 2.4973, loss: 2.4973, grad_norm: 4.9420 2020-07-27 19:29:08,380 - mmaction - INFO - Epoch [144][1360/3757] lr: 1.007e-02, eta: 23:54:51, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4453, top5_acc: 0.6797, loss_cls: 2.4886, loss: 2.4886, grad_norm: 5.1290 2020-07-27 19:29:19,843 - mmaction - INFO - Epoch [144][1380/3757] lr: 1.007e-02, eta: 23:54:38, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4461, top5_acc: 0.6773, loss_cls: 2.5050, loss: 2.5050, grad_norm: 5.0977 2020-07-27 19:29:31,257 - mmaction - INFO - Epoch [144][1400/3757] lr: 1.007e-02, eta: 23:54:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4172, top5_acc: 0.6695, loss_cls: 2.6089, loss: 2.6089, grad_norm: 5.2261 2020-07-27 19:29:42,712 - mmaction - INFO - Epoch [144][1420/3757] lr: 1.007e-02, eta: 23:54:13, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4289, top5_acc: 0.6570, loss_cls: 2.6229, loss: 2.6229, grad_norm: 5.1253 2020-07-27 19:29:54,164 - mmaction - INFO - Epoch [144][1440/3757] lr: 1.007e-02, eta: 23:54:00, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4422, top5_acc: 0.6758, loss_cls: 2.4731, loss: 2.4731, grad_norm: 4.9146 2020-07-27 19:30:05,609 - mmaction - INFO - Epoch [144][1460/3757] lr: 1.007e-02, eta: 23:53:47, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4156, top5_acc: 0.6422, loss_cls: 2.6038, loss: 2.6038, grad_norm: 5.0327 2020-07-27 19:30:16,985 - mmaction - INFO - Epoch [144][1480/3757] lr: 1.007e-02, eta: 23:53:34, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4031, top5_acc: 0.6250, loss_cls: 2.7499, loss: 2.7499, grad_norm: 4.9716 2020-07-27 19:30:28,404 - mmaction - INFO - Epoch [144][1500/3757] lr: 1.007e-02, eta: 23:53:21, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4297, top5_acc: 0.6766, loss_cls: 2.5028, loss: 2.5028, grad_norm: 4.9625 2020-07-27 19:30:39,966 - mmaction - INFO - Epoch [144][1520/3757] lr: 1.007e-02, eta: 23:53:08, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.4367, top5_acc: 0.6687, loss_cls: 2.5332, loss: 2.5332, grad_norm: 4.9543 2020-07-27 19:30:51,301 - mmaction - INFO - Epoch [144][1540/3757] lr: 1.007e-02, eta: 23:52:55, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.4437, top5_acc: 0.6781, loss_cls: 2.5280, loss: 2.5280, grad_norm: 5.0105 2020-07-27 19:31:02,754 - mmaction - INFO - Epoch [144][1560/3757] lr: 1.007e-02, eta: 23:52:43, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4031, top5_acc: 0.6500, loss_cls: 2.6545, loss: 2.6545, grad_norm: 5.0378 2020-07-27 19:31:14,223 - mmaction - INFO - Epoch [144][1580/3757] lr: 1.007e-02, eta: 23:52:30, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4234, top5_acc: 0.6500, loss_cls: 2.6306, loss: 2.6306, grad_norm: 5.0580 2020-07-27 19:31:25,699 - mmaction - INFO - Epoch [144][1600/3757] lr: 1.007e-02, eta: 23:52:17, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4242, top5_acc: 0.6742, loss_cls: 2.5236, loss: 2.5236, grad_norm: 4.9924 2020-07-27 19:31:37,076 - mmaction - INFO - Epoch [144][1620/3757] lr: 1.007e-02, eta: 23:52:04, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4109, top5_acc: 0.6586, loss_cls: 2.6041, loss: 2.6041, grad_norm: 5.2761 2020-07-27 19:31:48,523 - mmaction - INFO - Epoch [144][1640/3757] lr: 1.007e-02, eta: 23:51:51, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4258, top5_acc: 0.6727, loss_cls: 2.5592, loss: 2.5592, grad_norm: 5.1857 2020-07-27 19:32:00,038 - mmaction - INFO - Epoch [144][1660/3757] lr: 1.007e-02, eta: 23:51:38, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4031, top5_acc: 0.6523, loss_cls: 2.6329, loss: 2.6329, grad_norm: 5.2561 2020-07-27 19:32:11,455 - mmaction - INFO - Epoch [144][1680/3757] lr: 1.007e-02, eta: 23:51:25, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4234, top5_acc: 0.6492, loss_cls: 2.6172, loss: 2.6172, grad_norm: 5.1686 2020-07-27 19:32:22,918 - mmaction - INFO - Epoch [144][1700/3757] lr: 1.007e-02, eta: 23:51:13, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4367, top5_acc: 0.6781, loss_cls: 2.4932, loss: 2.4932, grad_norm: 4.9157 2020-07-27 19:32:34,390 - mmaction - INFO - Epoch [144][1720/3757] lr: 1.007e-02, eta: 23:51:00, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4336, top5_acc: 0.6625, loss_cls: 2.5748, loss: 2.5748, grad_norm: 5.0014 2020-07-27 19:32:45,867 - mmaction - INFO - Epoch [144][1740/3757] lr: 1.007e-02, eta: 23:50:47, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4414, top5_acc: 0.6773, loss_cls: 2.5242, loss: 2.5242, grad_norm: 5.1388 2020-07-27 19:32:57,323 - mmaction - INFO - Epoch [144][1760/3757] lr: 1.007e-02, eta: 23:50:34, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4242, top5_acc: 0.6648, loss_cls: 2.5945, loss: 2.5945, grad_norm: 4.9484 2020-07-27 19:33:08,701 - mmaction - INFO - Epoch [144][1780/3757] lr: 1.007e-02, eta: 23:50:21, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4031, top5_acc: 0.6430, loss_cls: 2.6683, loss: 2.6683, grad_norm: 5.1606 2020-07-27 19:33:20,131 - mmaction - INFO - Epoch [144][1800/3757] lr: 1.007e-02, eta: 23:50:08, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4195, top5_acc: 0.6687, loss_cls: 2.5933, loss: 2.5933, grad_norm: 5.1042 2020-07-27 19:33:31,692 - mmaction - INFO - Epoch [144][1820/3757] lr: 1.007e-02, eta: 23:49:55, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.4422, top5_acc: 0.6883, loss_cls: 2.4809, loss: 2.4809, grad_norm: 5.0475 2020-07-27 19:33:43,139 - mmaction - INFO - Epoch [144][1840/3757] lr: 1.007e-02, eta: 23:49:43, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4242, top5_acc: 0.6516, loss_cls: 2.6622, loss: 2.6622, grad_norm: 5.1351 2020-07-27 19:33:54,577 - mmaction - INFO - Epoch [144][1860/3757] lr: 1.007e-02, eta: 23:49:30, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4250, top5_acc: 0.6727, loss_cls: 2.5893, loss: 2.5893, grad_norm: 5.1632 2020-07-27 19:34:05,989 - mmaction - INFO - Epoch [144][1880/3757] lr: 1.007e-02, eta: 23:49:17, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4500, top5_acc: 0.6781, loss_cls: 2.4788, loss: 2.4788, grad_norm: 5.0490 2020-07-27 19:34:17,485 - mmaction - INFO - Epoch [144][1900/3757] lr: 1.007e-02, eta: 23:49:04, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4344, top5_acc: 0.6789, loss_cls: 2.5671, loss: 2.5671, grad_norm: 5.3540 2020-07-27 19:34:28,903 - mmaction - INFO - Epoch [144][1920/3757] lr: 1.007e-02, eta: 23:48:51, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4297, top5_acc: 0.6695, loss_cls: 2.5336, loss: 2.5336, grad_norm: 5.1257 2020-07-27 19:34:40,339 - mmaction - INFO - Epoch [144][1940/3757] lr: 1.007e-02, eta: 23:48:38, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4313, top5_acc: 0.6711, loss_cls: 2.5522, loss: 2.5522, grad_norm: 5.0599 2020-07-27 19:34:51,796 - mmaction - INFO - Epoch [144][1960/3757] lr: 1.007e-02, eta: 23:48:25, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4352, top5_acc: 0.6719, loss_cls: 2.5204, loss: 2.5204, grad_norm: 5.0719 2020-07-27 19:35:04,375 - mmaction - INFO - Epoch [144][1980/3757] lr: 1.007e-02, eta: 23:48:13, time: 0.629, data_time: 0.003, memory: 5232, top1_acc: 0.4313, top5_acc: 0.6687, loss_cls: 2.5556, loss: 2.5556, grad_norm: 5.2031 2020-07-27 19:35:17,580 - mmaction - INFO - Epoch [144][2000/3757] lr: 1.007e-02, eta: 23:48:01, time: 0.660, data_time: 0.058, memory: 5232, top1_acc: 0.4234, top5_acc: 0.6656, loss_cls: 2.5764, loss: 2.5764, grad_norm: 5.0585 2020-07-27 19:35:31,314 - mmaction - INFO - Epoch [144][2020/3757] lr: 1.007e-02, eta: 23:47:48, time: 0.687, data_time: 0.057, memory: 5232, top1_acc: 0.4211, top5_acc: 0.6656, loss_cls: 2.5886, loss: 2.5886, grad_norm: 5.1630 2020-07-27 19:35:44,151 - mmaction - INFO - Epoch [144][2040/3757] lr: 1.007e-02, eta: 23:47:36, time: 0.641, data_time: 0.003, memory: 5232, top1_acc: 0.4188, top5_acc: 0.6711, loss_cls: 2.5811, loss: 2.5811, grad_norm: 5.1792 2020-07-27 19:35:56,904 - mmaction - INFO - Epoch [144][2060/3757] lr: 1.007e-02, eta: 23:47:24, time: 0.638, data_time: 0.004, memory: 5232, top1_acc: 0.3867, top5_acc: 0.6539, loss_cls: 2.7236, loss: 2.7236, grad_norm: 5.2171 2020-07-27 19:36:07,930 - mmaction - INFO - Epoch [144][2080/3757] lr: 1.007e-02, eta: 23:47:11, time: 0.551, data_time: 0.001, memory: 5232, top1_acc: 0.4289, top5_acc: 0.6977, loss_cls: 2.5150, loss: 2.5150, grad_norm: 5.0461 2020-07-27 19:36:21,277 - mmaction - INFO - Epoch [144][2100/3757] lr: 1.007e-02, eta: 23:46:58, time: 0.668, data_time: 0.087, memory: 5232, top1_acc: 0.4359, top5_acc: 0.6766, loss_cls: 2.5082, loss: 2.5082, grad_norm: 5.1768 2020-07-27 19:36:32,462 - mmaction - INFO - Epoch [144][2120/3757] lr: 1.007e-02, eta: 23:46:45, time: 0.559, data_time: 0.003, memory: 5232, top1_acc: 0.4258, top5_acc: 0.6555, loss_cls: 2.6058, loss: 2.6058, grad_norm: 5.0805 2020-07-27 19:36:43,588 - mmaction - INFO - Epoch [144][2140/3757] lr: 1.007e-02, eta: 23:46:33, time: 0.557, data_time: 0.003, memory: 5232, top1_acc: 0.4172, top5_acc: 0.6531, loss_cls: 2.6009, loss: 2.6009, grad_norm: 5.1641 2020-07-27 19:36:54,795 - mmaction - INFO - Epoch [144][2160/3757] lr: 1.007e-02, eta: 23:46:20, time: 0.560, data_time: 0.003, memory: 5232, top1_acc: 0.4414, top5_acc: 0.6727, loss_cls: 2.5236, loss: 2.5236, grad_norm: 4.9301 2020-07-27 19:37:06,154 - mmaction - INFO - Epoch [144][2180/3757] lr: 1.007e-02, eta: 23:46:07, time: 0.569, data_time: 0.009, memory: 5232, top1_acc: 0.4047, top5_acc: 0.6477, loss_cls: 2.6395, loss: 2.6395, grad_norm: 5.0520 2020-07-27 19:37:17,480 - mmaction - INFO - Epoch [144][2200/3757] lr: 1.007e-02, eta: 23:45:54, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4586, top5_acc: 0.6953, loss_cls: 2.4949, loss: 2.4949, grad_norm: 5.0857 2020-07-27 19:37:28,866 - mmaction - INFO - Epoch [144][2220/3757] lr: 1.007e-02, eta: 23:45:41, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.4203, top5_acc: 0.6719, loss_cls: 2.5773, loss: 2.5773, grad_norm: 5.1430 2020-07-27 19:37:40,242 - mmaction - INFO - Epoch [144][2240/3757] lr: 1.007e-02, eta: 23:45:28, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4281, top5_acc: 0.6937, loss_cls: 2.4984, loss: 2.4984, grad_norm: 5.0082 2020-07-27 19:37:51,637 - mmaction - INFO - Epoch [144][2260/3757] lr: 1.007e-02, eta: 23:45:15, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4375, top5_acc: 0.6734, loss_cls: 2.5075, loss: 2.5075, grad_norm: 5.0269 2020-07-27 19:38:03,052 - mmaction - INFO - Epoch [144][2280/3757] lr: 1.007e-02, eta: 23:45:02, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4453, top5_acc: 0.6852, loss_cls: 2.4759, loss: 2.4759, grad_norm: 5.1237 2020-07-27 19:38:14,559 - mmaction - INFO - Epoch [144][2300/3757] lr: 1.007e-02, eta: 23:44:49, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4289, top5_acc: 0.6562, loss_cls: 2.5807, loss: 2.5807, grad_norm: 5.1373 2020-07-27 19:38:26,397 - mmaction - INFO - Epoch [144][2320/3757] lr: 1.007e-02, eta: 23:44:37, time: 0.592, data_time: 0.025, memory: 5232, top1_acc: 0.4383, top5_acc: 0.6742, loss_cls: 2.5130, loss: 2.5130, grad_norm: 4.9835 2020-07-27 19:38:37,934 - mmaction - INFO - Epoch [144][2340/3757] lr: 1.007e-02, eta: 23:44:24, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.4437, top5_acc: 0.6727, loss_cls: 2.5632, loss: 2.5632, grad_norm: 5.1519 2020-07-27 19:38:49,362 - mmaction - INFO - Epoch [144][2360/3757] lr: 1.007e-02, eta: 23:44:11, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4250, top5_acc: 0.6594, loss_cls: 2.5549, loss: 2.5549, grad_norm: 4.9926 2020-07-27 19:39:00,784 - mmaction - INFO - Epoch [144][2380/3757] lr: 1.007e-02, eta: 23:43:58, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4289, top5_acc: 0.6703, loss_cls: 2.5333, loss: 2.5333, grad_norm: 5.1031 2020-07-27 19:39:12,336 - mmaction - INFO - Epoch [144][2400/3757] lr: 1.007e-02, eta: 23:43:45, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.3992, top5_acc: 0.6336, loss_cls: 2.7484, loss: 2.7484, grad_norm: 5.2971 2020-07-27 19:39:23,664 - mmaction - INFO - Epoch [144][2420/3757] lr: 1.007e-02, eta: 23:43:32, time: 0.567, data_time: 0.001, memory: 5232, top1_acc: 0.4383, top5_acc: 0.6797, loss_cls: 2.4959, loss: 2.4959, grad_norm: 4.9855 2020-07-27 19:39:35,097 - mmaction - INFO - Epoch [144][2440/3757] lr: 1.007e-02, eta: 23:43:20, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4188, top5_acc: 0.6859, loss_cls: 2.5407, loss: 2.5407, grad_norm: 4.9525 2020-07-27 19:39:46,608 - mmaction - INFO - Epoch [144][2460/3757] lr: 1.007e-02, eta: 23:43:07, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4164, top5_acc: 0.6555, loss_cls: 2.6210, loss: 2.6210, grad_norm: 5.1067 2020-07-27 19:39:58,093 - mmaction - INFO - Epoch [144][2480/3757] lr: 1.007e-02, eta: 23:42:54, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4258, top5_acc: 0.6531, loss_cls: 2.6175, loss: 2.6175, grad_norm: 5.1092 2020-07-27 19:40:09,550 - mmaction - INFO - Epoch [144][2500/3757] lr: 1.007e-02, eta: 23:42:41, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4242, top5_acc: 0.6570, loss_cls: 2.6231, loss: 2.6231, grad_norm: 5.0719 2020-07-27 19:40:20,909 - mmaction - INFO - Epoch [144][2520/3757] lr: 1.007e-02, eta: 23:42:28, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.4094, top5_acc: 0.6633, loss_cls: 2.6196, loss: 2.6196, grad_norm: 4.9634 2020-07-27 19:40:32,237 - mmaction - INFO - Epoch [144][2540/3757] lr: 1.007e-02, eta: 23:42:15, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4078, top5_acc: 0.6813, loss_cls: 2.5985, loss: 2.5985, grad_norm: 5.2037 2020-07-27 19:40:43,684 - mmaction - INFO - Epoch [144][2560/3757] lr: 1.007e-02, eta: 23:42:02, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.4203, top5_acc: 0.6547, loss_cls: 2.6453, loss: 2.6453, grad_norm: 5.1830 2020-07-27 19:40:55,145 - mmaction - INFO - Epoch [144][2580/3757] lr: 1.007e-02, eta: 23:41:49, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4367, top5_acc: 0.6727, loss_cls: 2.5291, loss: 2.5291, grad_norm: 5.0991 2020-07-27 19:41:06,652 - mmaction - INFO - Epoch [144][2600/3757] lr: 1.007e-02, eta: 23:41:37, time: 0.575, data_time: 0.011, memory: 5232, top1_acc: 0.4500, top5_acc: 0.6852, loss_cls: 2.5167, loss: 2.5167, grad_norm: 5.0323 2020-07-27 19:41:18,038 - mmaction - INFO - Epoch [144][2620/3757] lr: 1.007e-02, eta: 23:41:24, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4352, top5_acc: 0.6859, loss_cls: 2.4885, loss: 2.4885, grad_norm: 5.1155 2020-07-27 19:41:29,457 - mmaction - INFO - Epoch [144][2640/3757] lr: 1.007e-02, eta: 23:41:11, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4211, top5_acc: 0.6727, loss_cls: 2.5435, loss: 2.5435, grad_norm: 5.1257 2020-07-27 19:41:40,889 - mmaction - INFO - Epoch [144][2660/3757] lr: 1.007e-02, eta: 23:40:58, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4422, top5_acc: 0.6789, loss_cls: 2.5372, loss: 2.5372, grad_norm: 5.0994 2020-07-27 19:41:52,254 - mmaction - INFO - Epoch [144][2680/3757] lr: 1.007e-02, eta: 23:40:45, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.4422, top5_acc: 0.6687, loss_cls: 2.5284, loss: 2.5284, grad_norm: 4.9846 2020-07-27 19:42:03,747 - mmaction - INFO - Epoch [144][2700/3757] lr: 1.007e-02, eta: 23:40:32, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4547, top5_acc: 0.6977, loss_cls: 2.4230, loss: 2.4230, grad_norm: 5.0318 2020-07-27 19:42:15,116 - mmaction - INFO - Epoch [144][2720/3757] lr: 1.007e-02, eta: 23:40:19, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4297, top5_acc: 0.6813, loss_cls: 2.5293, loss: 2.5293, grad_norm: 5.0550 2020-07-27 19:42:26,585 - mmaction - INFO - Epoch [144][2740/3757] lr: 1.007e-02, eta: 23:40:07, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4273, top5_acc: 0.6719, loss_cls: 2.5292, loss: 2.5292, grad_norm: 5.1760 2020-07-27 19:42:38,068 - mmaction - INFO - Epoch [144][2760/3757] lr: 1.007e-02, eta: 23:39:54, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4070, top5_acc: 0.6523, loss_cls: 2.6458, loss: 2.6458, grad_norm: 5.2520 2020-07-27 19:42:49,455 - mmaction - INFO - Epoch [144][2780/3757] lr: 1.007e-02, eta: 23:39:41, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4266, top5_acc: 0.6703, loss_cls: 2.5482, loss: 2.5482, grad_norm: 5.0864 2020-07-27 19:43:00,797 - mmaction - INFO - Epoch [144][2800/3757] lr: 1.007e-02, eta: 23:39:28, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4453, top5_acc: 0.6734, loss_cls: 2.5488, loss: 2.5488, grad_norm: 5.0487 2020-07-27 19:43:12,144 - mmaction - INFO - Epoch [144][2820/3757] lr: 1.007e-02, eta: 23:39:15, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4422, top5_acc: 0.6711, loss_cls: 2.5161, loss: 2.5161, grad_norm: 4.9705 2020-07-27 19:43:23,535 - mmaction - INFO - Epoch [144][2840/3757] lr: 1.007e-02, eta: 23:39:02, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.4437, top5_acc: 0.6805, loss_cls: 2.5143, loss: 2.5143, grad_norm: 5.1127 2020-07-27 19:43:34,877 - mmaction - INFO - Epoch [144][2860/3757] lr: 1.007e-02, eta: 23:38:49, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4281, top5_acc: 0.6664, loss_cls: 2.5953, loss: 2.5953, grad_norm: 5.2202 2020-07-27 19:43:46,284 - mmaction - INFO - Epoch [144][2880/3757] lr: 1.007e-02, eta: 23:38:36, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4273, top5_acc: 0.6719, loss_cls: 2.5341, loss: 2.5341, grad_norm: 5.0461 2020-07-27 19:43:57,717 - mmaction - INFO - Epoch [144][2900/3757] lr: 1.007e-02, eta: 23:38:24, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4336, top5_acc: 0.6695, loss_cls: 2.5167, loss: 2.5167, grad_norm: 4.9650 2020-07-27 19:44:09,118 - mmaction - INFO - Epoch [144][2920/3757] lr: 1.007e-02, eta: 23:38:11, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.4219, top5_acc: 0.6711, loss_cls: 2.5539, loss: 2.5539, grad_norm: 5.2471 2020-07-27 19:44:20,535 - mmaction - INFO - Epoch [144][2940/3757] lr: 1.007e-02, eta: 23:37:58, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4172, top5_acc: 0.6602, loss_cls: 2.6256, loss: 2.6256, grad_norm: 5.3057 2020-07-27 19:44:31,992 - mmaction - INFO - Epoch [144][2960/3757] lr: 1.007e-02, eta: 23:37:45, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4430, top5_acc: 0.6633, loss_cls: 2.5805, loss: 2.5805, grad_norm: 5.0315 2020-07-27 19:44:43,502 - mmaction - INFO - Epoch [144][2980/3757] lr: 1.007e-02, eta: 23:37:32, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4258, top5_acc: 0.6750, loss_cls: 2.5195, loss: 2.5195, grad_norm: 4.9992 2020-07-27 19:44:54,939 - mmaction - INFO - Epoch [144][3000/3757] lr: 1.007e-02, eta: 23:37:19, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4547, top5_acc: 0.7023, loss_cls: 2.4640, loss: 2.4640, grad_norm: 5.1727 2020-07-27 19:45:06,446 - mmaction - INFO - Epoch [144][3020/3757] lr: 1.007e-02, eta: 23:37:06, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4164, top5_acc: 0.6687, loss_cls: 2.5850, loss: 2.5850, grad_norm: 5.1245 2020-07-27 19:45:17,877 - mmaction - INFO - Epoch [144][3040/3757] lr: 1.007e-02, eta: 23:36:54, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4164, top5_acc: 0.6719, loss_cls: 2.5600, loss: 2.5600, grad_norm: 5.1645 2020-07-27 19:45:29,363 - mmaction - INFO - Epoch [144][3060/3757] lr: 1.007e-02, eta: 23:36:41, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4359, top5_acc: 0.6648, loss_cls: 2.5696, loss: 2.5696, grad_norm: 5.2051 2020-07-27 19:45:40,820 - mmaction - INFO - Epoch [144][3080/3757] lr: 1.007e-02, eta: 23:36:28, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4242, top5_acc: 0.6594, loss_cls: 2.5859, loss: 2.5859, grad_norm: 5.0441 2020-07-27 19:45:52,251 - mmaction - INFO - Epoch [144][3100/3757] lr: 1.007e-02, eta: 23:36:15, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4437, top5_acc: 0.6875, loss_cls: 2.4422, loss: 2.4422, grad_norm: 5.1136 2020-07-27 19:46:04,069 - mmaction - INFO - Epoch [144][3120/3757] lr: 1.007e-02, eta: 23:36:02, time: 0.591, data_time: 0.023, memory: 5232, top1_acc: 0.4031, top5_acc: 0.6414, loss_cls: 2.7426, loss: 2.7426, grad_norm: 5.1356 2020-07-27 19:46:15,445 - mmaction - INFO - Epoch [144][3140/3757] lr: 1.007e-02, eta: 23:35:49, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.4211, top5_acc: 0.6852, loss_cls: 2.5527, loss: 2.5527, grad_norm: 5.1007 2020-07-27 19:46:26,817 - mmaction - INFO - Epoch [144][3160/3757] lr: 1.007e-02, eta: 23:35:36, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4242, top5_acc: 0.6547, loss_cls: 2.6320, loss: 2.6320, grad_norm: 5.0560 2020-07-27 19:46:38,246 - mmaction - INFO - Epoch [144][3180/3757] lr: 1.007e-02, eta: 23:35:24, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4180, top5_acc: 0.6781, loss_cls: 2.5334, loss: 2.5334, grad_norm: 5.0221 2020-07-27 19:46:49,749 - mmaction - INFO - Epoch [144][3200/3757] lr: 1.007e-02, eta: 23:35:11, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4617, top5_acc: 0.6914, loss_cls: 2.4556, loss: 2.4556, grad_norm: 5.0887 2020-07-27 19:47:01,180 - mmaction - INFO - Epoch [144][3220/3757] lr: 1.007e-02, eta: 23:34:58, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.4367, top5_acc: 0.6602, loss_cls: 2.6047, loss: 2.6047, grad_norm: 5.2300 2020-07-27 19:47:12,593 - mmaction - INFO - Epoch [144][3240/3757] lr: 1.007e-02, eta: 23:34:45, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4297, top5_acc: 0.6539, loss_cls: 2.5651, loss: 2.5651, grad_norm: 5.0214 2020-07-27 19:47:24,011 - mmaction - INFO - Epoch [144][3260/3757] lr: 1.007e-02, eta: 23:34:32, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4078, top5_acc: 0.6508, loss_cls: 2.6696, loss: 2.6696, grad_norm: 5.2317 2020-07-27 19:47:35,413 - mmaction - INFO - Epoch [144][3280/3757] lr: 1.007e-02, eta: 23:34:19, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4516, top5_acc: 0.6633, loss_cls: 2.5783, loss: 2.5783, grad_norm: 4.9809 2020-07-27 19:47:46,893 - mmaction - INFO - Epoch [144][3300/3757] lr: 1.007e-02, eta: 23:34:06, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4297, top5_acc: 0.6656, loss_cls: 2.5904, loss: 2.5904, grad_norm: 4.9725 2020-07-27 19:47:58,285 - mmaction - INFO - Epoch [144][3320/3757] lr: 1.007e-02, eta: 23:33:54, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4266, top5_acc: 0.6656, loss_cls: 2.5883, loss: 2.5883, grad_norm: 5.1214 2020-07-27 19:48:09,730 - mmaction - INFO - Epoch [144][3340/3757] lr: 1.007e-02, eta: 23:33:41, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4289, top5_acc: 0.6727, loss_cls: 2.5647, loss: 2.5647, grad_norm: 5.2262 2020-07-27 19:48:21,096 - mmaction - INFO - Epoch [144][3360/3757] lr: 1.007e-02, eta: 23:33:28, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4344, top5_acc: 0.6875, loss_cls: 2.5309, loss: 2.5309, grad_norm: 5.1287 2020-07-27 19:48:32,520 - mmaction - INFO - Epoch [144][3380/3757] lr: 1.007e-02, eta: 23:33:15, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4414, top5_acc: 0.6695, loss_cls: 2.5211, loss: 2.5211, grad_norm: 5.0123 2020-07-27 19:48:44,018 - mmaction - INFO - Epoch [144][3400/3757] lr: 1.007e-02, eta: 23:33:02, time: 0.574, data_time: 0.006, memory: 5232, top1_acc: 0.4445, top5_acc: 0.6578, loss_cls: 2.5246, loss: 2.5246, grad_norm: 5.0036 2020-07-27 19:48:55,388 - mmaction - INFO - Epoch [144][3420/3757] lr: 1.007e-02, eta: 23:32:49, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4383, top5_acc: 0.6844, loss_cls: 2.4531, loss: 2.4531, grad_norm: 4.9647 2020-07-27 19:49:06,875 - mmaction - INFO - Epoch [144][3440/3757] lr: 1.007e-02, eta: 23:32:36, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4266, top5_acc: 0.6625, loss_cls: 2.5690, loss: 2.5690, grad_norm: 5.1962 2020-07-27 19:49:18,310 - mmaction - INFO - Epoch [144][3460/3757] lr: 1.007e-02, eta: 23:32:24, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4313, top5_acc: 0.6656, loss_cls: 2.5668, loss: 2.5668, grad_norm: 5.0806 2020-07-27 19:49:29,751 - mmaction - INFO - Epoch [144][3480/3757] lr: 1.007e-02, eta: 23:32:11, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4375, top5_acc: 0.6633, loss_cls: 2.5614, loss: 2.5614, grad_norm: 5.0900 2020-07-27 19:49:41,194 - mmaction - INFO - Epoch [144][3500/3757] lr: 1.007e-02, eta: 23:31:58, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.4313, top5_acc: 0.6617, loss_cls: 2.5670, loss: 2.5670, grad_norm: 5.1404 2020-07-27 19:49:52,496 - mmaction - INFO - Epoch [144][3520/3757] lr: 1.007e-02, eta: 23:31:45, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.4227, top5_acc: 0.6477, loss_cls: 2.6293, loss: 2.6293, grad_norm: 5.2089 2020-07-27 19:50:04,080 - mmaction - INFO - Epoch [144][3540/3757] lr: 1.007e-02, eta: 23:31:32, time: 0.579, data_time: 0.015, memory: 5232, top1_acc: 0.4047, top5_acc: 0.6539, loss_cls: 2.6067, loss: 2.6067, grad_norm: 5.2151 2020-07-27 19:50:15,505 - mmaction - INFO - Epoch [144][3560/3757] lr: 1.007e-02, eta: 23:31:19, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4180, top5_acc: 0.6680, loss_cls: 2.6254, loss: 2.6254, grad_norm: 5.0497 2020-07-27 19:50:26,838 - mmaction - INFO - Epoch [144][3580/3757] lr: 1.007e-02, eta: 23:31:06, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4383, top5_acc: 0.6719, loss_cls: 2.5354, loss: 2.5354, grad_norm: 5.1094 2020-07-27 19:50:38,235 - mmaction - INFO - Epoch [144][3600/3757] lr: 1.007e-02, eta: 23:30:54, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4070, top5_acc: 0.6484, loss_cls: 2.6435, loss: 2.6435, grad_norm: 5.1113 2020-07-27 19:50:49,761 - mmaction - INFO - Epoch [144][3620/3757] lr: 1.007e-02, eta: 23:30:41, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.4281, top5_acc: 0.6586, loss_cls: 2.6521, loss: 2.6521, grad_norm: 5.1950 2020-07-27 19:51:01,234 - mmaction - INFO - Epoch [144][3640/3757] lr: 1.007e-02, eta: 23:30:28, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4508, top5_acc: 0.6859, loss_cls: 2.4630, loss: 2.4630, grad_norm: 5.1616 2020-07-27 19:51:12,758 - mmaction - INFO - Epoch [144][3660/3757] lr: 1.007e-02, eta: 23:30:15, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4211, top5_acc: 0.6664, loss_cls: 2.5691, loss: 2.5691, grad_norm: 4.9666 2020-07-27 19:51:24,305 - mmaction - INFO - Epoch [144][3680/3757] lr: 1.007e-02, eta: 23:30:02, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.4258, top5_acc: 0.6773, loss_cls: 2.5964, loss: 2.5964, grad_norm: 4.9606 2020-07-27 19:51:35,763 - mmaction - INFO - Epoch [144][3700/3757] lr: 1.007e-02, eta: 23:29:49, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4461, top5_acc: 0.6820, loss_cls: 2.4675, loss: 2.4675, grad_norm: 4.9653 2020-07-27 19:51:47,107 - mmaction - INFO - Epoch [144][3720/3757] lr: 1.007e-02, eta: 23:29:37, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4406, top5_acc: 0.6711, loss_cls: 2.5121, loss: 2.5121, grad_norm: 5.0165 2020-07-27 19:51:58,678 - mmaction - INFO - Epoch [144][3740/3757] lr: 1.007e-02, eta: 23:29:24, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.4430, top5_acc: 0.6906, loss_cls: 2.4568, loss: 2.4568, grad_norm: 5.1326 2020-07-27 19:55:23,724 - mmaction - INFO - Epoch [145][20/3757] lr: 9.549e-03, eta: 23:29:55, time: 9.449, data_time: 8.776, memory: 5232, top1_acc: 0.4219, top5_acc: 0.6578, loss_cls: 2.5953, loss: 2.5953, grad_norm: 5.0170 2020-07-27 19:55:35,099 - mmaction - INFO - Epoch [145][40/3757] lr: 9.549e-03, eta: 23:29:42, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4484, top5_acc: 0.6805, loss_cls: 2.5327, loss: 2.5327, grad_norm: 5.1974 2020-07-27 19:55:46,480 - mmaction - INFO - Epoch [145][60/3757] lr: 9.549e-03, eta: 23:29:30, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4336, top5_acc: 0.6711, loss_cls: 2.5821, loss: 2.5821, grad_norm: 5.0506 2020-07-27 19:55:57,863 - mmaction - INFO - Epoch [145][80/3757] lr: 9.549e-03, eta: 23:29:17, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4422, top5_acc: 0.6797, loss_cls: 2.4351, loss: 2.4351, grad_norm: 5.0567 2020-07-27 19:56:09,257 - mmaction - INFO - Epoch [145][100/3757] lr: 9.549e-03, eta: 23:29:04, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4367, top5_acc: 0.6750, loss_cls: 2.5224, loss: 2.5224, grad_norm: 5.0660 2020-07-27 19:56:20,528 - mmaction - INFO - Epoch [145][120/3757] lr: 9.549e-03, eta: 23:28:51, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.4281, top5_acc: 0.6781, loss_cls: 2.5912, loss: 2.5912, grad_norm: 5.2415 2020-07-27 19:56:31,920 - mmaction - INFO - Epoch [145][140/3757] lr: 9.549e-03, eta: 23:28:38, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.4445, top5_acc: 0.6867, loss_cls: 2.5163, loss: 2.5163, grad_norm: 5.1179 2020-07-27 19:56:43,326 - mmaction - INFO - Epoch [145][160/3757] lr: 9.549e-03, eta: 23:28:25, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4250, top5_acc: 0.6422, loss_cls: 2.6473, loss: 2.6473, grad_norm: 5.2542 2020-07-27 19:56:54,660 - mmaction - INFO - Epoch [145][180/3757] lr: 9.549e-03, eta: 23:28:12, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4430, top5_acc: 0.6828, loss_cls: 2.5057, loss: 2.5057, grad_norm: 5.1581 2020-07-27 19:57:06,008 - mmaction - INFO - Epoch [145][200/3757] lr: 9.549e-03, eta: 23:27:59, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4406, top5_acc: 0.6844, loss_cls: 2.4935, loss: 2.4935, grad_norm: 5.0983 2020-07-27 19:57:17,465 - mmaction - INFO - Epoch [145][220/3757] lr: 9.549e-03, eta: 23:27:46, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4008, top5_acc: 0.6516, loss_cls: 2.6568, loss: 2.6568, grad_norm: 5.1924 2020-07-27 19:57:28,859 - mmaction - INFO - Epoch [145][240/3757] lr: 9.549e-03, eta: 23:27:34, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4406, top5_acc: 0.6930, loss_cls: 2.4889, loss: 2.4889, grad_norm: 5.0269 2020-07-27 19:57:40,333 - mmaction - INFO - Epoch [145][260/3757] lr: 9.549e-03, eta: 23:27:21, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.4250, top5_acc: 0.6680, loss_cls: 2.5596, loss: 2.5596, grad_norm: 5.1498 2020-07-27 19:57:51,674 - mmaction - INFO - Epoch [145][280/3757] lr: 9.549e-03, eta: 23:27:08, time: 0.567, data_time: 0.004, memory: 5232, top1_acc: 0.4375, top5_acc: 0.6711, loss_cls: 2.5011, loss: 2.5011, grad_norm: 5.0226 2020-07-27 19:58:03,080 - mmaction - INFO - Epoch [145][300/3757] lr: 9.549e-03, eta: 23:26:55, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4320, top5_acc: 0.6602, loss_cls: 2.5682, loss: 2.5682, grad_norm: 5.0442 2020-07-27 19:58:14,494 - mmaction - INFO - Epoch [145][320/3757] lr: 9.549e-03, eta: 23:26:42, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.4562, top5_acc: 0.6750, loss_cls: 2.4742, loss: 2.4742, grad_norm: 4.9512 2020-07-27 19:58:25,886 - mmaction - INFO - Epoch [145][340/3757] lr: 9.549e-03, eta: 23:26:29, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4570, top5_acc: 0.6773, loss_cls: 2.4835, loss: 2.4835, grad_norm: 5.1463 2020-07-27 19:58:37,270 - mmaction - INFO - Epoch [145][360/3757] lr: 9.549e-03, eta: 23:26:16, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4406, top5_acc: 0.6758, loss_cls: 2.5109, loss: 2.5109, grad_norm: 5.0252 2020-07-27 19:58:48,690 - mmaction - INFO - Epoch [145][380/3757] lr: 9.549e-03, eta: 23:26:03, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.4367, top5_acc: 0.6773, loss_cls: 2.5197, loss: 2.5197, grad_norm: 5.1730 2020-07-27 19:59:00,010 - mmaction - INFO - Epoch [145][400/3757] lr: 9.549e-03, eta: 23:25:51, time: 0.565, data_time: 0.002, memory: 5232, top1_acc: 0.4500, top5_acc: 0.6672, loss_cls: 2.5139, loss: 2.5139, grad_norm: 5.0294 2020-07-27 19:59:11,677 - mmaction - INFO - Epoch [145][420/3757] lr: 9.549e-03, eta: 23:25:38, time: 0.584, data_time: 0.021, memory: 5232, top1_acc: 0.4102, top5_acc: 0.6742, loss_cls: 2.5865, loss: 2.5865, grad_norm: 5.3223 2020-07-27 19:59:23,052 - mmaction - INFO - Epoch [145][440/3757] lr: 9.549e-03, eta: 23:25:25, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4344, top5_acc: 0.6625, loss_cls: 2.5776, loss: 2.5776, grad_norm: 5.0519 2020-07-27 19:59:34,392 - mmaction - INFO - Epoch [145][460/3757] lr: 9.549e-03, eta: 23:25:12, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4461, top5_acc: 0.6805, loss_cls: 2.4712, loss: 2.4712, grad_norm: 5.0810 2020-07-27 19:59:45,795 - mmaction - INFO - Epoch [145][480/3757] lr: 9.549e-03, eta: 23:24:59, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.4039, top5_acc: 0.6430, loss_cls: 2.6744, loss: 2.6744, grad_norm: 5.1211 2020-07-27 19:59:57,215 - mmaction - INFO - Epoch [145][500/3757] lr: 9.549e-03, eta: 23:24:46, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4281, top5_acc: 0.6758, loss_cls: 2.5308, loss: 2.5308, grad_norm: 5.0259 2020-07-27 20:00:14,829 - mmaction - INFO - Epoch [145][520/3757] lr: 9.549e-03, eta: 23:24:35, time: 0.865, data_time: 0.004, memory: 5232, top1_acc: 0.4227, top5_acc: 0.6687, loss_cls: 2.5952, loss: 2.5952, grad_norm: 5.0097 2020-07-27 20:00:26,194 - mmaction - INFO - Epoch [145][540/3757] lr: 9.549e-03, eta: 23:24:23, time: 0.584, data_time: 0.020, memory: 5232, top1_acc: 0.4234, top5_acc: 0.6570, loss_cls: 2.6292, loss: 2.6292, grad_norm: 5.1522 2020-07-27 20:00:37,586 - mmaction - INFO - Epoch [145][560/3757] lr: 9.549e-03, eta: 23:24:10, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4320, top5_acc: 0.6633, loss_cls: 2.5932, loss: 2.5932, grad_norm: 4.9935 2020-07-27 20:00:49,007 - mmaction - INFO - Epoch [145][580/3757] lr: 9.549e-03, eta: 23:23:57, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4508, top5_acc: 0.6828, loss_cls: 2.4406, loss: 2.4406, grad_norm: 4.9264 2020-07-27 20:01:00,408 - mmaction - INFO - Epoch [145][600/3757] lr: 9.549e-03, eta: 23:23:44, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4016, top5_acc: 0.6453, loss_cls: 2.6660, loss: 2.6660, grad_norm: 5.1289 2020-07-27 20:01:11,914 - mmaction - INFO - Epoch [145][620/3757] lr: 9.549e-03, eta: 23:23:31, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4359, top5_acc: 0.6711, loss_cls: 2.4760, loss: 2.4760, grad_norm: 5.0337 2020-07-27 20:01:23,376 - mmaction - INFO - Epoch [145][640/3757] lr: 9.549e-03, eta: 23:23:18, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4688, top5_acc: 0.6930, loss_cls: 2.4319, loss: 2.4319, grad_norm: 4.9715 2020-07-27 20:01:34,858 - mmaction - INFO - Epoch [145][660/3757] lr: 9.549e-03, eta: 23:23:05, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4180, top5_acc: 0.6727, loss_cls: 2.5939, loss: 2.5939, grad_norm: 5.1377 2020-07-27 20:01:46,220 - mmaction - INFO - Epoch [145][680/3757] lr: 9.549e-03, eta: 23:22:52, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4562, top5_acc: 0.6727, loss_cls: 2.4792, loss: 2.4792, grad_norm: 4.9495 2020-07-27 20:01:57,681 - mmaction - INFO - Epoch [145][700/3757] lr: 9.549e-03, eta: 23:22:40, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4242, top5_acc: 0.6555, loss_cls: 2.6251, loss: 2.6251, grad_norm: 5.0877 2020-07-27 20:02:09,070 - mmaction - INFO - Epoch [145][720/3757] lr: 9.549e-03, eta: 23:22:27, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4555, top5_acc: 0.6828, loss_cls: 2.5185, loss: 2.5185, grad_norm: 5.0146 2020-07-27 20:02:20,492 - mmaction - INFO - Epoch [145][740/3757] lr: 9.549e-03, eta: 23:22:14, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4305, top5_acc: 0.6680, loss_cls: 2.5968, loss: 2.5968, grad_norm: 5.0977 2020-07-27 20:02:31,913 - mmaction - INFO - Epoch [145][760/3757] lr: 9.549e-03, eta: 23:22:01, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4383, top5_acc: 0.6813, loss_cls: 2.5370, loss: 2.5370, grad_norm: 5.1090 2020-07-27 20:02:43,339 - mmaction - INFO - Epoch [145][780/3757] lr: 9.549e-03, eta: 23:21:48, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4516, top5_acc: 0.6781, loss_cls: 2.4617, loss: 2.4617, grad_norm: 5.1860 2020-07-27 20:02:54,757 - mmaction - INFO - Epoch [145][800/3757] lr: 9.549e-03, eta: 23:21:35, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4258, top5_acc: 0.6773, loss_cls: 2.5452, loss: 2.5452, grad_norm: 5.2492 2020-07-27 20:03:06,121 - mmaction - INFO - Epoch [145][820/3757] lr: 9.549e-03, eta: 23:21:22, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4539, top5_acc: 0.6805, loss_cls: 2.4468, loss: 2.4468, grad_norm: 4.9736 2020-07-27 20:03:17,655 - mmaction - INFO - Epoch [145][840/3757] lr: 9.549e-03, eta: 23:21:10, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.4508, top5_acc: 0.6922, loss_cls: 2.4580, loss: 2.4580, grad_norm: 5.1386 2020-07-27 20:03:29,046 - mmaction - INFO - Epoch [145][860/3757] lr: 9.549e-03, eta: 23:20:57, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4109, top5_acc: 0.6719, loss_cls: 2.5427, loss: 2.5427, grad_norm: 5.0355 2020-07-27 20:03:40,486 - mmaction - INFO - Epoch [145][880/3757] lr: 9.549e-03, eta: 23:20:44, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4359, top5_acc: 0.6695, loss_cls: 2.4968, loss: 2.4968, grad_norm: 5.0360 2020-07-27 20:03:51,927 - mmaction - INFO - Epoch [145][900/3757] lr: 9.549e-03, eta: 23:20:31, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4313, top5_acc: 0.6656, loss_cls: 2.5861, loss: 2.5861, grad_norm: 5.4273 2020-07-27 20:04:03,291 - mmaction - INFO - Epoch [145][920/3757] lr: 9.549e-03, eta: 23:20:18, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4281, top5_acc: 0.6773, loss_cls: 2.6325, loss: 2.6325, grad_norm: 5.2711 2020-07-27 20:04:14,710 - mmaction - INFO - Epoch [145][940/3757] lr: 9.549e-03, eta: 23:20:05, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4062, top5_acc: 0.6602, loss_cls: 2.6049, loss: 2.6049, grad_norm: 5.0721 2020-07-27 20:04:26,051 - mmaction - INFO - Epoch [145][960/3757] lr: 9.549e-03, eta: 23:19:52, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.4266, top5_acc: 0.6695, loss_cls: 2.5467, loss: 2.5467, grad_norm: 5.0065 2020-07-27 20:04:37,475 - mmaction - INFO - Epoch [145][980/3757] lr: 9.549e-03, eta: 23:19:39, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4234, top5_acc: 0.6852, loss_cls: 2.5279, loss: 2.5279, grad_norm: 5.0701 2020-07-27 20:04:48,861 - mmaction - INFO - Epoch [145][1000/3757] lr: 9.549e-03, eta: 23:19:27, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4578, top5_acc: 0.6859, loss_cls: 2.4649, loss: 2.4649, grad_norm: 4.9889 2020-07-27 20:05:00,221 - mmaction - INFO - Epoch [145][1020/3757] lr: 9.549e-03, eta: 23:19:14, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.4227, top5_acc: 0.6742, loss_cls: 2.5501, loss: 2.5501, grad_norm: 4.9741 2020-07-27 20:05:11,677 - mmaction - INFO - Epoch [145][1040/3757] lr: 9.549e-03, eta: 23:19:01, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4586, top5_acc: 0.6867, loss_cls: 2.4462, loss: 2.4462, grad_norm: 5.0383 2020-07-27 20:05:23,454 - mmaction - INFO - Epoch [145][1060/3757] lr: 9.549e-03, eta: 23:18:48, time: 0.590, data_time: 0.026, memory: 5232, top1_acc: 0.4586, top5_acc: 0.6781, loss_cls: 2.4356, loss: 2.4356, grad_norm: 5.0589 2020-07-27 20:05:34,983 - mmaction - INFO - Epoch [145][1080/3757] lr: 9.549e-03, eta: 23:18:35, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.4523, top5_acc: 0.6875, loss_cls: 2.4321, loss: 2.4321, grad_norm: 5.0706 2020-07-27 20:05:46,326 - mmaction - INFO - Epoch [145][1100/3757] lr: 9.549e-03, eta: 23:18:22, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.3984, top5_acc: 0.6398, loss_cls: 2.6832, loss: 2.6832, grad_norm: 5.3280 2020-07-27 20:05:57,828 - mmaction - INFO - Epoch [145][1120/3757] lr: 9.549e-03, eta: 23:18:10, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4195, top5_acc: 0.6906, loss_cls: 2.4884, loss: 2.4884, grad_norm: 5.1606 2020-07-27 20:06:09,165 - mmaction - INFO - Epoch [145][1140/3757] lr: 9.549e-03, eta: 23:17:57, time: 0.567, data_time: 0.001, memory: 5232, top1_acc: 0.4414, top5_acc: 0.6789, loss_cls: 2.4956, loss: 2.4956, grad_norm: 5.1014 2020-07-27 20:06:20,646 - mmaction - INFO - Epoch [145][1160/3757] lr: 9.549e-03, eta: 23:17:44, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4125, top5_acc: 0.6680, loss_cls: 2.5825, loss: 2.5825, grad_norm: 5.1742 2020-07-27 20:06:31,834 - mmaction - INFO - Epoch [145][1180/3757] lr: 9.549e-03, eta: 23:17:31, time: 0.559, data_time: 0.001, memory: 5232, top1_acc: 0.4313, top5_acc: 0.6742, loss_cls: 2.5246, loss: 2.5246, grad_norm: 5.0704 2020-07-27 20:06:43,470 - mmaction - INFO - Epoch [145][1200/3757] lr: 9.549e-03, eta: 23:17:18, time: 0.582, data_time: 0.017, memory: 5232, top1_acc: 0.4297, top5_acc: 0.6766, loss_cls: 2.4800, loss: 2.4800, grad_norm: 5.0181 2020-07-27 20:06:54,923 - mmaction - INFO - Epoch [145][1220/3757] lr: 9.549e-03, eta: 23:17:05, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4391, top5_acc: 0.6898, loss_cls: 2.4382, loss: 2.4382, grad_norm: 5.0340 2020-07-27 20:07:06,336 - mmaction - INFO - Epoch [145][1240/3757] lr: 9.549e-03, eta: 23:16:52, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.4523, top5_acc: 0.7016, loss_cls: 2.4203, loss: 2.4203, grad_norm: 5.1792 2020-07-27 20:07:17,758 - mmaction - INFO - Epoch [145][1260/3757] lr: 9.549e-03, eta: 23:16:40, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.4359, top5_acc: 0.6664, loss_cls: 2.4739, loss: 2.4739, grad_norm: 5.1056 2020-07-27 20:07:29,194 - mmaction - INFO - Epoch [145][1280/3757] lr: 9.549e-03, eta: 23:16:27, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4422, top5_acc: 0.6906, loss_cls: 2.5008, loss: 2.5008, grad_norm: 5.0918 2020-07-27 20:07:40,530 - mmaction - INFO - Epoch [145][1300/3757] lr: 9.549e-03, eta: 23:16:14, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4313, top5_acc: 0.6672, loss_cls: 2.5434, loss: 2.5434, grad_norm: 5.2883 2020-07-27 20:07:51,927 - mmaction - INFO - Epoch [145][1320/3757] lr: 9.549e-03, eta: 23:16:01, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.4547, top5_acc: 0.6727, loss_cls: 2.4521, loss: 2.4521, grad_norm: 5.1731 2020-07-27 20:08:03,572 - mmaction - INFO - Epoch [145][1340/3757] lr: 9.549e-03, eta: 23:15:48, time: 0.582, data_time: 0.010, memory: 5232, top1_acc: 0.4320, top5_acc: 0.6516, loss_cls: 2.5823, loss: 2.5823, grad_norm: 5.2275 2020-07-27 20:08:14,986 - mmaction - INFO - Epoch [145][1360/3757] lr: 9.549e-03, eta: 23:15:35, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4359, top5_acc: 0.6531, loss_cls: 2.5882, loss: 2.5882, grad_norm: 5.2969 2020-07-27 20:08:26,408 - mmaction - INFO - Epoch [145][1380/3757] lr: 9.549e-03, eta: 23:15:22, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4172, top5_acc: 0.6461, loss_cls: 2.6256, loss: 2.6256, grad_norm: 5.1009 2020-07-27 20:08:37,780 - mmaction - INFO - Epoch [145][1400/3757] lr: 9.549e-03, eta: 23:15:09, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4406, top5_acc: 0.6695, loss_cls: 2.5051, loss: 2.5051, grad_norm: 5.0378 2020-07-27 20:08:49,250 - mmaction - INFO - Epoch [145][1420/3757] lr: 9.549e-03, eta: 23:14:57, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4555, top5_acc: 0.7016, loss_cls: 2.4100, loss: 2.4100, grad_norm: 4.9984 2020-07-27 20:09:00,619 - mmaction - INFO - Epoch [145][1440/3757] lr: 9.549e-03, eta: 23:14:44, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.4258, top5_acc: 0.6734, loss_cls: 2.5523, loss: 2.5523, grad_norm: 5.2749 2020-07-27 20:09:12,019 - mmaction - INFO - Epoch [145][1460/3757] lr: 9.549e-03, eta: 23:14:31, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4164, top5_acc: 0.6820, loss_cls: 2.5203, loss: 2.5203, grad_norm: 5.1412 2020-07-27 20:09:23,476 - mmaction - INFO - Epoch [145][1480/3757] lr: 9.549e-03, eta: 23:14:18, time: 0.573, data_time: 0.005, memory: 5232, top1_acc: 0.4125, top5_acc: 0.6516, loss_cls: 2.5972, loss: 2.5972, grad_norm: 5.3124 2020-07-27 20:09:34,886 - mmaction - INFO - Epoch [145][1500/3757] lr: 9.549e-03, eta: 23:14:05, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.4453, top5_acc: 0.6656, loss_cls: 2.5245, loss: 2.5245, grad_norm: 5.0824 2020-07-27 20:09:46,280 - mmaction - INFO - Epoch [145][1520/3757] lr: 9.549e-03, eta: 23:13:52, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4313, top5_acc: 0.6656, loss_cls: 2.6266, loss: 2.6266, grad_norm: 5.2682 2020-07-27 20:09:57,784 - mmaction - INFO - Epoch [145][1540/3757] lr: 9.549e-03, eta: 23:13:39, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4273, top5_acc: 0.6625, loss_cls: 2.5664, loss: 2.5664, grad_norm: 5.1186 2020-07-27 20:10:09,260 - mmaction - INFO - Epoch [145][1560/3757] lr: 9.549e-03, eta: 23:13:27, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4188, top5_acc: 0.6828, loss_cls: 2.4960, loss: 2.4960, grad_norm: 5.2193 2020-07-27 20:10:20,743 - mmaction - INFO - Epoch [145][1580/3757] lr: 9.549e-03, eta: 23:13:14, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4469, top5_acc: 0.6742, loss_cls: 2.4875, loss: 2.4875, grad_norm: 5.1180 2020-07-27 20:10:32,179 - mmaction - INFO - Epoch [145][1600/3757] lr: 9.549e-03, eta: 23:13:01, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4234, top5_acc: 0.6703, loss_cls: 2.6028, loss: 2.6028, grad_norm: 5.2162 2020-07-27 20:10:43,582 - mmaction - INFO - Epoch [145][1620/3757] lr: 9.549e-03, eta: 23:12:48, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4406, top5_acc: 0.6727, loss_cls: 2.4992, loss: 2.4992, grad_norm: 5.0301 2020-07-27 20:10:54,975 - mmaction - INFO - Epoch [145][1640/3757] lr: 9.549e-03, eta: 23:12:35, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4453, top5_acc: 0.6633, loss_cls: 2.5657, loss: 2.5657, grad_norm: 5.1108 2020-07-27 20:11:06,369 - mmaction - INFO - Epoch [145][1660/3757] lr: 9.549e-03, eta: 23:12:22, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4203, top5_acc: 0.6648, loss_cls: 2.5591, loss: 2.5591, grad_norm: 5.2133 2020-07-27 20:11:17,820 - mmaction - INFO - Epoch [145][1680/3757] lr: 9.549e-03, eta: 23:12:09, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4195, top5_acc: 0.6703, loss_cls: 2.5847, loss: 2.5847, grad_norm: 5.3490 2020-07-27 20:11:29,164 - mmaction - INFO - Epoch [145][1700/3757] lr: 9.549e-03, eta: 23:11:57, time: 0.568, data_time: 0.001, memory: 5232, top1_acc: 0.4586, top5_acc: 0.6813, loss_cls: 2.4445, loss: 2.4445, grad_norm: 4.9746 2020-07-27 20:11:40,581 - mmaction - INFO - Epoch [145][1720/3757] lr: 9.549e-03, eta: 23:11:44, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4578, top5_acc: 0.6828, loss_cls: 2.4149, loss: 2.4149, grad_norm: 5.1915 2020-07-27 20:11:52,096 - mmaction - INFO - Epoch [145][1740/3757] lr: 9.549e-03, eta: 23:11:31, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4414, top5_acc: 0.6953, loss_cls: 2.4777, loss: 2.4777, grad_norm: 5.2399 2020-07-27 20:12:03,626 - mmaction - INFO - Epoch [145][1760/3757] lr: 9.549e-03, eta: 23:11:18, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4461, top5_acc: 0.7078, loss_cls: 2.4426, loss: 2.4426, grad_norm: 5.1090 2020-07-27 20:12:15,025 - mmaction - INFO - Epoch [145][1780/3757] lr: 9.549e-03, eta: 23:11:05, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.4484, top5_acc: 0.6773, loss_cls: 2.4426, loss: 2.4426, grad_norm: 5.0415 2020-07-27 20:12:26,395 - mmaction - INFO - Epoch [145][1800/3757] lr: 9.549e-03, eta: 23:10:52, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.4383, top5_acc: 0.6758, loss_cls: 2.5467, loss: 2.5467, grad_norm: 5.1769 2020-07-27 20:12:37,760 - mmaction - INFO - Epoch [145][1820/3757] lr: 9.549e-03, eta: 23:10:39, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4203, top5_acc: 0.6555, loss_cls: 2.6128, loss: 2.6128, grad_norm: 5.3115 2020-07-27 20:12:49,211 - mmaction - INFO - Epoch [145][1840/3757] lr: 9.549e-03, eta: 23:10:27, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4359, top5_acc: 0.6844, loss_cls: 2.4681, loss: 2.4681, grad_norm: 4.9653 2020-07-27 20:13:00,627 - mmaction - INFO - Epoch [145][1860/3757] lr: 9.549e-03, eta: 23:10:14, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4469, top5_acc: 0.6828, loss_cls: 2.4877, loss: 2.4877, grad_norm: 5.1812 2020-07-27 20:13:12,026 - mmaction - INFO - Epoch [145][1880/3757] lr: 9.549e-03, eta: 23:10:01, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4273, top5_acc: 0.6453, loss_cls: 2.5950, loss: 2.5950, grad_norm: 5.0899 2020-07-27 20:13:23,506 - mmaction - INFO - Epoch [145][1900/3757] lr: 9.549e-03, eta: 23:09:48, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4234, top5_acc: 0.6687, loss_cls: 2.5135, loss: 2.5135, grad_norm: 5.1993 2020-07-27 20:13:34,950 - mmaction - INFO - Epoch [145][1920/3757] lr: 9.549e-03, eta: 23:09:35, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.4211, top5_acc: 0.6734, loss_cls: 2.5754, loss: 2.5754, grad_norm: 5.1160 2020-07-27 20:13:46,446 - mmaction - INFO - Epoch [145][1940/3757] lr: 9.549e-03, eta: 23:09:22, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4102, top5_acc: 0.6625, loss_cls: 2.6207, loss: 2.6207, grad_norm: 5.3795 2020-07-27 20:13:57,743 - mmaction - INFO - Epoch [145][1960/3757] lr: 9.549e-03, eta: 23:09:09, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.4516, top5_acc: 0.6758, loss_cls: 2.5120, loss: 2.5120, grad_norm: 5.1562 2020-07-27 20:14:09,150 - mmaction - INFO - Epoch [145][1980/3757] lr: 9.549e-03, eta: 23:08:57, time: 0.570, data_time: 0.006, memory: 5232, top1_acc: 0.4289, top5_acc: 0.6695, loss_cls: 2.5257, loss: 2.5257, grad_norm: 5.2929 2020-07-27 20:14:20,443 - mmaction - INFO - Epoch [145][2000/3757] lr: 9.549e-03, eta: 23:08:44, time: 0.565, data_time: 0.002, memory: 5232, top1_acc: 0.4273, top5_acc: 0.6625, loss_cls: 2.5877, loss: 2.5877, grad_norm: 5.3050 2020-07-27 20:14:31,869 - mmaction - INFO - Epoch [145][2020/3757] lr: 9.549e-03, eta: 23:08:31, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4125, top5_acc: 0.6516, loss_cls: 2.6806, loss: 2.6806, grad_norm: 5.3010 2020-07-27 20:14:43,320 - mmaction - INFO - Epoch [145][2040/3757] lr: 9.549e-03, eta: 23:08:18, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4336, top5_acc: 0.6664, loss_cls: 2.5785, loss: 2.5785, grad_norm: 5.0452 2020-07-27 20:14:54,722 - mmaction - INFO - Epoch [145][2060/3757] lr: 9.549e-03, eta: 23:08:05, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4406, top5_acc: 0.6797, loss_cls: 2.4816, loss: 2.4816, grad_norm: 4.8398 2020-07-27 20:15:06,121 - mmaction - INFO - Epoch [145][2080/3757] lr: 9.549e-03, eta: 23:07:52, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4437, top5_acc: 0.6836, loss_cls: 2.5209, loss: 2.5209, grad_norm: 5.0611 2020-07-27 20:15:17,475 - mmaction - INFO - Epoch [145][2100/3757] lr: 9.549e-03, eta: 23:07:39, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4648, top5_acc: 0.6844, loss_cls: 2.4504, loss: 2.4504, grad_norm: 5.1025 2020-07-27 20:15:29,276 - mmaction - INFO - Epoch [145][2120/3757] lr: 9.549e-03, eta: 23:07:27, time: 0.590, data_time: 0.020, memory: 5232, top1_acc: 0.4234, top5_acc: 0.6602, loss_cls: 2.5957, loss: 2.5957, grad_norm: 5.4271 2020-07-27 20:15:40,707 - mmaction - INFO - Epoch [145][2140/3757] lr: 9.549e-03, eta: 23:07:14, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4391, top5_acc: 0.6828, loss_cls: 2.4623, loss: 2.4623, grad_norm: 5.1946 2020-07-27 20:15:52,077 - mmaction - INFO - Epoch [145][2160/3757] lr: 9.549e-03, eta: 23:07:01, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4086, top5_acc: 0.6406, loss_cls: 2.6483, loss: 2.6483, grad_norm: 5.3080 2020-07-27 20:16:03,451 - mmaction - INFO - Epoch [145][2180/3757] lr: 9.549e-03, eta: 23:06:48, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.4289, top5_acc: 0.6617, loss_cls: 2.5871, loss: 2.5871, grad_norm: 5.2219 2020-07-27 20:16:14,817 - mmaction - INFO - Epoch [145][2200/3757] lr: 9.549e-03, eta: 23:06:35, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4102, top5_acc: 0.6555, loss_cls: 2.6122, loss: 2.6122, grad_norm: 5.3580 2020-07-27 20:16:26,258 - mmaction - INFO - Epoch [145][2220/3757] lr: 9.549e-03, eta: 23:06:22, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4281, top5_acc: 0.6758, loss_cls: 2.5339, loss: 2.5339, grad_norm: 5.1419 2020-07-27 20:16:37,763 - mmaction - INFO - Epoch [145][2240/3757] lr: 9.549e-03, eta: 23:06:10, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4430, top5_acc: 0.6867, loss_cls: 2.5387, loss: 2.5387, grad_norm: 5.0855 2020-07-27 20:16:49,348 - mmaction - INFO - Epoch [145][2260/3757] lr: 9.549e-03, eta: 23:05:57, time: 0.580, data_time: 0.011, memory: 5232, top1_acc: 0.4516, top5_acc: 0.6875, loss_cls: 2.4951, loss: 2.4951, grad_norm: 5.0327 2020-07-27 20:17:00,673 - mmaction - INFO - Epoch [145][2280/3757] lr: 9.549e-03, eta: 23:05:44, time: 0.566, data_time: 0.001, memory: 5232, top1_acc: 0.4602, top5_acc: 0.6875, loss_cls: 2.4683, loss: 2.4683, grad_norm: 5.2075 2020-07-27 20:17:12,120 - mmaction - INFO - Epoch [145][2300/3757] lr: 9.549e-03, eta: 23:05:31, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4461, top5_acc: 0.6883, loss_cls: 2.4994, loss: 2.4994, grad_norm: 5.1094 2020-07-27 20:17:23,521 - mmaction - INFO - Epoch [145][2320/3757] lr: 9.549e-03, eta: 23:05:18, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4648, top5_acc: 0.6922, loss_cls: 2.4371, loss: 2.4371, grad_norm: 5.1486 2020-07-27 20:17:34,998 - mmaction - INFO - Epoch [145][2340/3757] lr: 9.549e-03, eta: 23:05:05, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4539, top5_acc: 0.6664, loss_cls: 2.5026, loss: 2.5026, grad_norm: 5.2633 2020-07-27 20:17:46,476 - mmaction - INFO - Epoch [145][2360/3757] lr: 9.549e-03, eta: 23:04:52, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4320, top5_acc: 0.6805, loss_cls: 2.5359, loss: 2.5359, grad_norm: 5.2881 2020-07-27 20:17:57,902 - mmaction - INFO - Epoch [145][2380/3757] lr: 9.549e-03, eta: 23:04:40, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.4313, top5_acc: 0.6820, loss_cls: 2.5201, loss: 2.5201, grad_norm: 5.1478 2020-07-27 20:18:09,330 - mmaction - INFO - Epoch [145][2400/3757] lr: 9.549e-03, eta: 23:04:27, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4289, top5_acc: 0.6875, loss_cls: 2.4946, loss: 2.4946, grad_norm: 5.1677 2020-07-27 20:18:20,801 - mmaction - INFO - Epoch [145][2420/3757] lr: 9.549e-03, eta: 23:04:14, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4258, top5_acc: 0.6789, loss_cls: 2.5559, loss: 2.5559, grad_norm: 5.2526 2020-07-27 20:18:32,218 - mmaction - INFO - Epoch [145][2440/3757] lr: 9.549e-03, eta: 23:04:01, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4570, top5_acc: 0.6805, loss_cls: 2.4617, loss: 2.4617, grad_norm: 5.2947 2020-07-27 20:18:43,729 - mmaction - INFO - Epoch [145][2460/3757] lr: 9.549e-03, eta: 23:03:48, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4141, top5_acc: 0.6594, loss_cls: 2.6701, loss: 2.6701, grad_norm: 5.4271 2020-07-27 20:18:55,154 - mmaction - INFO - Epoch [145][2480/3757] lr: 9.549e-03, eta: 23:03:35, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4484, top5_acc: 0.6852, loss_cls: 2.4794, loss: 2.4794, grad_norm: 5.1400 2020-07-27 20:19:06,561 - mmaction - INFO - Epoch [145][2500/3757] lr: 9.549e-03, eta: 23:03:23, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4242, top5_acc: 0.6586, loss_cls: 2.6096, loss: 2.6096, grad_norm: 5.3101 2020-07-27 20:19:17,943 - mmaction - INFO - Epoch [145][2520/3757] lr: 9.549e-03, eta: 23:03:10, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4273, top5_acc: 0.6648, loss_cls: 2.5556, loss: 2.5556, grad_norm: 5.2739 2020-07-27 20:19:29,340 - mmaction - INFO - Epoch [145][2540/3757] lr: 9.549e-03, eta: 23:02:57, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4445, top5_acc: 0.6852, loss_cls: 2.5139, loss: 2.5139, grad_norm: 5.1756 2020-07-27 20:19:40,700 - mmaction - INFO - Epoch [145][2560/3757] lr: 9.549e-03, eta: 23:02:44, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4406, top5_acc: 0.6906, loss_cls: 2.4446, loss: 2.4446, grad_norm: 5.1226 2020-07-27 20:19:52,181 - mmaction - INFO - Epoch [145][2580/3757] lr: 9.549e-03, eta: 23:02:31, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4508, top5_acc: 0.6828, loss_cls: 2.5040, loss: 2.5040, grad_norm: 5.0585 2020-07-27 20:20:03,655 - mmaction - INFO - Epoch [145][2600/3757] lr: 9.549e-03, eta: 23:02:18, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4477, top5_acc: 0.6852, loss_cls: 2.4350, loss: 2.4350, grad_norm: 5.1852 2020-07-27 20:20:15,135 - mmaction - INFO - Epoch [145][2620/3757] lr: 9.549e-03, eta: 23:02:05, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.4375, top5_acc: 0.6742, loss_cls: 2.5137, loss: 2.5137, grad_norm: 5.2181 2020-07-27 20:20:26,573 - mmaction - INFO - Epoch [145][2640/3757] lr: 9.549e-03, eta: 23:01:53, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4164, top5_acc: 0.6789, loss_cls: 2.5823, loss: 2.5823, grad_norm: 5.2386 2020-07-27 20:20:38,106 - mmaction - INFO - Epoch [145][2660/3757] lr: 9.549e-03, eta: 23:01:40, time: 0.576, data_time: 0.010, memory: 5232, top1_acc: 0.4305, top5_acc: 0.6672, loss_cls: 2.5864, loss: 2.5864, grad_norm: 5.1667 2020-07-27 20:20:49,563 - mmaction - INFO - Epoch [145][2680/3757] lr: 9.549e-03, eta: 23:01:27, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.4344, top5_acc: 0.6883, loss_cls: 2.4659, loss: 2.4659, grad_norm: 5.2404 2020-07-27 20:21:01,053 - mmaction - INFO - Epoch [145][2700/3757] lr: 9.549e-03, eta: 23:01:14, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4469, top5_acc: 0.6914, loss_cls: 2.4641, loss: 2.4641, grad_norm: 5.2191 2020-07-27 20:21:12,461 - mmaction - INFO - Epoch [145][2720/3757] lr: 9.549e-03, eta: 23:01:01, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4281, top5_acc: 0.6562, loss_cls: 2.6512, loss: 2.6512, grad_norm: 5.2767 2020-07-27 20:21:23,895 - mmaction - INFO - Epoch [145][2740/3757] lr: 9.549e-03, eta: 23:00:48, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4398, top5_acc: 0.6820, loss_cls: 2.4846, loss: 2.4846, grad_norm: 5.2567 2020-07-27 20:21:35,387 - mmaction - INFO - Epoch [145][2760/3757] lr: 9.549e-03, eta: 23:00:36, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4305, top5_acc: 0.6703, loss_cls: 2.5289, loss: 2.5289, grad_norm: 5.2196 2020-07-27 20:21:46,798 - mmaction - INFO - Epoch [145][2780/3757] lr: 9.549e-03, eta: 23:00:23, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4180, top5_acc: 0.6734, loss_cls: 2.5385, loss: 2.5385, grad_norm: 5.2002 2020-07-27 20:21:58,195 - mmaction - INFO - Epoch [145][2800/3757] lr: 9.549e-03, eta: 23:00:10, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.4281, top5_acc: 0.6844, loss_cls: 2.4831, loss: 2.4831, grad_norm: 5.2667 2020-07-27 20:22:09,581 - mmaction - INFO - Epoch [145][2820/3757] lr: 9.549e-03, eta: 22:59:57, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4531, top5_acc: 0.6953, loss_cls: 2.4737, loss: 2.4737, grad_norm: 5.2762 2020-07-27 20:22:21,030 - mmaction - INFO - Epoch [145][2840/3757] lr: 9.549e-03, eta: 22:59:44, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.4164, top5_acc: 0.6555, loss_cls: 2.6660, loss: 2.6660, grad_norm: 5.1508 2020-07-27 20:22:32,559 - mmaction - INFO - Epoch [145][2860/3757] lr: 9.549e-03, eta: 22:59:31, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4414, top5_acc: 0.6883, loss_cls: 2.4608, loss: 2.4608, grad_norm: 5.0427 2020-07-27 20:22:43,980 - mmaction - INFO - Epoch [145][2880/3757] lr: 9.549e-03, eta: 22:59:18, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4359, top5_acc: 0.6922, loss_cls: 2.4981, loss: 2.4981, grad_norm: 5.1252 2020-07-27 20:22:55,422 - mmaction - INFO - Epoch [145][2900/3757] lr: 9.549e-03, eta: 22:59:06, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4227, top5_acc: 0.6508, loss_cls: 2.6119, loss: 2.6119, grad_norm: 5.3107 2020-07-27 20:23:06,845 - mmaction - INFO - Epoch [145][2920/3757] lr: 9.549e-03, eta: 22:58:53, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4523, top5_acc: 0.6922, loss_cls: 2.5077, loss: 2.5077, grad_norm: 5.2226 2020-07-27 20:23:18,261 - mmaction - INFO - Epoch [145][2940/3757] lr: 9.549e-03, eta: 22:58:40, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4477, top5_acc: 0.7047, loss_cls: 2.4620, loss: 2.4620, grad_norm: 5.2889 2020-07-27 20:23:29,636 - mmaction - INFO - Epoch [145][2960/3757] lr: 9.549e-03, eta: 22:58:27, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4570, top5_acc: 0.6664, loss_cls: 2.5589, loss: 2.5589, grad_norm: 5.1804 2020-07-27 20:23:41,031 - mmaction - INFO - Epoch [145][2980/3757] lr: 9.549e-03, eta: 22:58:14, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4516, top5_acc: 0.6789, loss_cls: 2.5603, loss: 2.5603, grad_norm: 5.2726 2020-07-27 20:23:52,540 - mmaction - INFO - Epoch [145][3000/3757] lr: 9.549e-03, eta: 22:58:01, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4188, top5_acc: 0.6625, loss_cls: 2.6465, loss: 2.6465, grad_norm: 5.2572 2020-07-27 20:24:03,924 - mmaction - INFO - Epoch [145][3020/3757] lr: 9.549e-03, eta: 22:57:48, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4133, top5_acc: 0.6672, loss_cls: 2.6398, loss: 2.6398, grad_norm: 5.2149 2020-07-27 20:24:15,361 - mmaction - INFO - Epoch [145][3040/3757] lr: 9.549e-03, eta: 22:57:36, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.4336, top5_acc: 0.6648, loss_cls: 2.4976, loss: 2.4976, grad_norm: 5.0304 2020-07-27 20:24:26,770 - mmaction - INFO - Epoch [145][3060/3757] lr: 9.549e-03, eta: 22:57:23, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.4641, top5_acc: 0.6828, loss_cls: 2.4566, loss: 2.4566, grad_norm: 5.2667 2020-07-27 20:24:38,147 - mmaction - INFO - Epoch [145][3080/3757] lr: 9.549e-03, eta: 22:57:10, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4344, top5_acc: 0.6852, loss_cls: 2.4871, loss: 2.4871, grad_norm: 5.1572 2020-07-27 20:24:49,603 - mmaction - INFO - Epoch [145][3100/3757] lr: 9.549e-03, eta: 22:56:57, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4172, top5_acc: 0.6852, loss_cls: 2.5139, loss: 2.5139, grad_norm: 5.1843 2020-07-27 20:25:01,026 - mmaction - INFO - Epoch [145][3120/3757] lr: 9.549e-03, eta: 22:56:44, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4586, top5_acc: 0.6906, loss_cls: 2.4584, loss: 2.4584, grad_norm: 5.1089 2020-07-27 20:25:12,566 - mmaction - INFO - Epoch [145][3140/3757] lr: 9.549e-03, eta: 22:56:31, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4359, top5_acc: 0.6859, loss_cls: 2.5130, loss: 2.5130, grad_norm: 5.3341 2020-07-27 20:25:23,997 - mmaction - INFO - Epoch [145][3160/3757] lr: 9.549e-03, eta: 22:56:19, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4617, top5_acc: 0.6781, loss_cls: 2.4784, loss: 2.4784, grad_norm: 5.1964 2020-07-27 20:25:35,433 - mmaction - INFO - Epoch [145][3180/3757] lr: 9.549e-03, eta: 22:56:06, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4398, top5_acc: 0.6766, loss_cls: 2.5367, loss: 2.5367, grad_norm: 5.1909 2020-07-27 20:25:46,904 - mmaction - INFO - Epoch [145][3200/3757] lr: 9.549e-03, eta: 22:55:53, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4344, top5_acc: 0.6766, loss_cls: 2.5477, loss: 2.5477, grad_norm: 5.2314 2020-07-27 20:25:58,437 - mmaction - INFO - Epoch [145][3220/3757] lr: 9.549e-03, eta: 22:55:40, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4234, top5_acc: 0.6531, loss_cls: 2.5933, loss: 2.5933, grad_norm: 5.2720 2020-07-27 20:26:09,928 - mmaction - INFO - Epoch [145][3240/3757] lr: 9.549e-03, eta: 22:55:27, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4477, top5_acc: 0.6867, loss_cls: 2.4665, loss: 2.4665, grad_norm: 4.9524 2020-07-27 20:26:21,443 - mmaction - INFO - Epoch [145][3260/3757] lr: 9.549e-03, eta: 22:55:14, time: 0.576, data_time: 0.006, memory: 5232, top1_acc: 0.4219, top5_acc: 0.6625, loss_cls: 2.5928, loss: 2.5928, grad_norm: 5.3150 2020-07-27 20:26:32,918 - mmaction - INFO - Epoch [145][3280/3757] lr: 9.549e-03, eta: 22:55:02, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4258, top5_acc: 0.6656, loss_cls: 2.5742, loss: 2.5742, grad_norm: 5.1596 2020-07-27 20:26:44,390 - mmaction - INFO - Epoch [145][3300/3757] lr: 9.549e-03, eta: 22:54:49, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4297, top5_acc: 0.6664, loss_cls: 2.6226, loss: 2.6226, grad_norm: 5.1842 2020-07-27 20:26:55,802 - mmaction - INFO - Epoch [145][3320/3757] lr: 9.549e-03, eta: 22:54:36, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4555, top5_acc: 0.6898, loss_cls: 2.4685, loss: 2.4685, grad_norm: 5.2063 2020-07-27 20:27:07,213 - mmaction - INFO - Epoch [145][3340/3757] lr: 9.549e-03, eta: 22:54:23, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4437, top5_acc: 0.6773, loss_cls: 2.5210, loss: 2.5210, grad_norm: 5.1263 2020-07-27 20:27:18,671 - mmaction - INFO - Epoch [145][3360/3757] lr: 9.549e-03, eta: 22:54:10, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4320, top5_acc: 0.6703, loss_cls: 2.5479, loss: 2.5479, grad_norm: 5.2198 2020-07-27 20:27:30,130 - mmaction - INFO - Epoch [145][3380/3757] lr: 9.549e-03, eta: 22:53:57, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4680, top5_acc: 0.6867, loss_cls: 2.4642, loss: 2.4642, grad_norm: 5.2134 2020-07-27 20:27:41,622 - mmaction - INFO - Epoch [145][3400/3757] lr: 9.549e-03, eta: 22:53:45, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4344, top5_acc: 0.6711, loss_cls: 2.5220, loss: 2.5220, grad_norm: 5.0796 2020-07-27 20:27:53,060 - mmaction - INFO - Epoch [145][3420/3757] lr: 9.549e-03, eta: 22:53:32, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4219, top5_acc: 0.6602, loss_cls: 2.6166, loss: 2.6166, grad_norm: 5.2659 2020-07-27 20:28:04,472 - mmaction - INFO - Epoch [145][3440/3757] lr: 9.549e-03, eta: 22:53:19, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4203, top5_acc: 0.6555, loss_cls: 2.5820, loss: 2.5820, grad_norm: 5.1182 2020-07-27 20:28:15,878 - mmaction - INFO - Epoch [145][3460/3757] lr: 9.549e-03, eta: 22:53:06, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4172, top5_acc: 0.6641, loss_cls: 2.5857, loss: 2.5857, grad_norm: 5.2204 2020-07-27 20:28:27,373 - mmaction - INFO - Epoch [145][3480/3757] lr: 9.549e-03, eta: 22:52:53, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4203, top5_acc: 0.6602, loss_cls: 2.6018, loss: 2.6018, grad_norm: 5.2873 2020-07-27 20:28:38,866 - mmaction - INFO - Epoch [145][3500/3757] lr: 9.549e-03, eta: 22:52:40, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4422, top5_acc: 0.6867, loss_cls: 2.5159, loss: 2.5159, grad_norm: 5.1621 2020-07-27 20:28:50,284 - mmaction - INFO - Epoch [145][3520/3757] lr: 9.549e-03, eta: 22:52:28, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4195, top5_acc: 0.6625, loss_cls: 2.5626, loss: 2.5626, grad_norm: 5.1802 2020-07-27 20:29:01,758 - mmaction - INFO - Epoch [145][3540/3757] lr: 9.549e-03, eta: 22:52:15, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4281, top5_acc: 0.6453, loss_cls: 2.6741, loss: 2.6741, grad_norm: 5.4132 2020-07-27 20:29:13,132 - mmaction - INFO - Epoch [145][3560/3757] lr: 9.549e-03, eta: 22:52:02, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4336, top5_acc: 0.6852, loss_cls: 2.5427, loss: 2.5427, grad_norm: 5.2130 2020-07-27 20:29:24,415 - mmaction - INFO - Epoch [145][3580/3757] lr: 9.549e-03, eta: 22:51:49, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.4227, top5_acc: 0.6492, loss_cls: 2.6520, loss: 2.6520, grad_norm: 5.1106 2020-07-27 20:29:35,609 - mmaction - INFO - Epoch [145][3600/3757] lr: 9.549e-03, eta: 22:51:36, time: 0.559, data_time: 0.003, memory: 5232, top1_acc: 0.4453, top5_acc: 0.6672, loss_cls: 2.5127, loss: 2.5127, grad_norm: 5.1069 2020-07-27 20:29:46,778 - mmaction - INFO - Epoch [145][3620/3757] lr: 9.549e-03, eta: 22:51:23, time: 0.558, data_time: 0.003, memory: 5232, top1_acc: 0.4375, top5_acc: 0.6820, loss_cls: 2.4969, loss: 2.4969, grad_norm: 5.1963 2020-07-27 20:29:58,310 - mmaction - INFO - Epoch [145][3640/3757] lr: 9.549e-03, eta: 22:51:10, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.4023, top5_acc: 0.6383, loss_cls: 2.7098, loss: 2.7098, grad_norm: 5.2315 2020-07-27 20:30:09,625 - mmaction - INFO - Epoch [145][3660/3757] lr: 9.549e-03, eta: 22:50:57, time: 0.566, data_time: 0.001, memory: 5232, top1_acc: 0.4148, top5_acc: 0.6477, loss_cls: 2.6430, loss: 2.6430, grad_norm: 5.2264 2020-07-27 20:30:21,428 - mmaction - INFO - Epoch [145][3680/3757] lr: 9.549e-03, eta: 22:50:45, time: 0.590, data_time: 0.027, memory: 5232, top1_acc: 0.4492, top5_acc: 0.6930, loss_cls: 2.4214, loss: 2.4214, grad_norm: 5.0714 2020-07-27 20:30:32,847 - mmaction - INFO - Epoch [145][3700/3757] lr: 9.549e-03, eta: 22:50:32, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4305, top5_acc: 0.6773, loss_cls: 2.5550, loss: 2.5550, grad_norm: 5.2054 2020-07-27 20:30:44,319 - mmaction - INFO - Epoch [145][3720/3757] lr: 9.549e-03, eta: 22:50:19, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4437, top5_acc: 0.6828, loss_cls: 2.5059, loss: 2.5059, grad_norm: 5.0079 2020-07-27 20:30:55,759 - mmaction - INFO - Epoch [145][3740/3757] lr: 9.549e-03, eta: 22:50:06, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4289, top5_acc: 0.6742, loss_cls: 2.5175, loss: 2.5175, grad_norm: 5.2760 2020-07-27 20:31:24,254 - mmaction - INFO - Saving checkpoint at 145 epochs 2020-07-27 20:35:31,614 - mmaction - INFO - Epoch [146][20/3757] lr: 9.042e-03, eta: 22:50:54, time: 12.255, data_time: 11.509, memory: 5232, top1_acc: 0.4453, top5_acc: 0.6953, loss_cls: 2.4154, loss: 2.4154, grad_norm: 5.0755 2020-07-27 20:35:42,958 - mmaction - INFO - Epoch [146][40/3757] lr: 9.042e-03, eta: 22:50:41, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.4367, top5_acc: 0.6695, loss_cls: 2.4848, loss: 2.4848, grad_norm: 5.0913 2020-07-27 20:35:54,265 - mmaction - INFO - Epoch [146][60/3757] lr: 9.042e-03, eta: 22:50:28, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.4320, top5_acc: 0.6805, loss_cls: 2.4808, loss: 2.4808, grad_norm: 4.9794 2020-07-27 20:36:05,644 - mmaction - INFO - Epoch [146][80/3757] lr: 9.042e-03, eta: 22:50:15, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4367, top5_acc: 0.6750, loss_cls: 2.5141, loss: 2.5141, grad_norm: 5.0849 2020-07-27 20:36:17,034 - mmaction - INFO - Epoch [146][100/3757] lr: 9.042e-03, eta: 22:50:02, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4437, top5_acc: 0.6648, loss_cls: 2.5318, loss: 2.5318, grad_norm: 5.1176 2020-07-27 20:36:28,328 - mmaction - INFO - Epoch [146][120/3757] lr: 9.042e-03, eta: 22:49:49, time: 0.564, data_time: 0.001, memory: 5232, top1_acc: 0.4367, top5_acc: 0.6766, loss_cls: 2.5377, loss: 2.5377, grad_norm: 5.2607 2020-07-27 20:36:39,644 - mmaction - INFO - Epoch [146][140/3757] lr: 9.042e-03, eta: 22:49:36, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4414, top5_acc: 0.6672, loss_cls: 2.4952, loss: 2.4952, grad_norm: 5.2268 2020-07-27 20:36:51,205 - mmaction - INFO - Epoch [146][160/3757] lr: 9.042e-03, eta: 22:49:24, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.4633, top5_acc: 0.6977, loss_cls: 2.4146, loss: 2.4146, grad_norm: 5.1276 2020-07-27 20:37:02,599 - mmaction - INFO - Epoch [146][180/3757] lr: 9.042e-03, eta: 22:49:11, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4313, top5_acc: 0.6813, loss_cls: 2.5132, loss: 2.5132, grad_norm: 5.1930 2020-07-27 20:37:13,910 - mmaction - INFO - Epoch [146][200/3757] lr: 9.042e-03, eta: 22:48:58, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4492, top5_acc: 0.6789, loss_cls: 2.5013, loss: 2.5013, grad_norm: 5.2834 2020-07-27 20:37:25,193 - mmaction - INFO - Epoch [146][220/3757] lr: 9.042e-03, eta: 22:48:45, time: 0.564, data_time: 0.002, memory: 5232, top1_acc: 0.4422, top5_acc: 0.6727, loss_cls: 2.5027, loss: 2.5027, grad_norm: 5.0518 2020-07-27 20:37:36,641 - mmaction - INFO - Epoch [146][240/3757] lr: 9.042e-03, eta: 22:48:32, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4305, top5_acc: 0.6727, loss_cls: 2.4899, loss: 2.4899, grad_norm: 4.9351 2020-07-27 20:37:48,017 - mmaction - INFO - Epoch [146][260/3757] lr: 9.042e-03, eta: 22:48:19, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4367, top5_acc: 0.6758, loss_cls: 2.5637, loss: 2.5637, grad_norm: 5.3064 2020-07-27 20:37:59,430 - mmaction - INFO - Epoch [146][280/3757] lr: 9.042e-03, eta: 22:48:06, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4492, top5_acc: 0.6781, loss_cls: 2.5092, loss: 2.5092, grad_norm: 5.1077 2020-07-27 20:38:10,820 - mmaction - INFO - Epoch [146][300/3757] lr: 9.042e-03, eta: 22:47:53, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4414, top5_acc: 0.6773, loss_cls: 2.5190, loss: 2.5190, grad_norm: 5.0008 2020-07-27 20:38:22,210 - mmaction - INFO - Epoch [146][320/3757] lr: 9.042e-03, eta: 22:47:41, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4555, top5_acc: 0.6922, loss_cls: 2.4627, loss: 2.4627, grad_norm: 5.0941 2020-07-27 20:38:33,648 - mmaction - INFO - Epoch [146][340/3757] lr: 9.042e-03, eta: 22:47:28, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.4719, top5_acc: 0.6969, loss_cls: 2.4559, loss: 2.4559, grad_norm: 5.1038 2020-07-27 20:38:45,027 - mmaction - INFO - Epoch [146][360/3757] lr: 9.042e-03, eta: 22:47:15, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4469, top5_acc: 0.6711, loss_cls: 2.5645, loss: 2.5645, grad_norm: 5.2102 2020-07-27 20:38:56,392 - mmaction - INFO - Epoch [146][380/3757] lr: 9.042e-03, eta: 22:47:02, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4461, top5_acc: 0.6766, loss_cls: 2.4951, loss: 2.4951, grad_norm: 5.3150 2020-07-27 20:39:07,840 - mmaction - INFO - Epoch [146][400/3757] lr: 9.042e-03, eta: 22:46:49, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4445, top5_acc: 0.6742, loss_cls: 2.5108, loss: 2.5108, grad_norm: 5.1885 2020-07-27 20:39:19,225 - mmaction - INFO - Epoch [146][420/3757] lr: 9.042e-03, eta: 22:46:36, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4422, top5_acc: 0.6703, loss_cls: 2.5113, loss: 2.5113, grad_norm: 5.1621 2020-07-27 20:39:30,596 - mmaction - INFO - Epoch [146][440/3757] lr: 9.042e-03, eta: 22:46:23, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4656, top5_acc: 0.6875, loss_cls: 2.3851, loss: 2.3851, grad_norm: 5.0365 2020-07-27 20:39:41,969 - mmaction - INFO - Epoch [146][460/3757] lr: 9.042e-03, eta: 22:46:10, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4469, top5_acc: 0.6852, loss_cls: 2.4234, loss: 2.4234, grad_norm: 5.0781 2020-07-27 20:39:53,387 - mmaction - INFO - Epoch [146][480/3757] lr: 9.042e-03, eta: 22:45:58, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4297, top5_acc: 0.6602, loss_cls: 2.5558, loss: 2.5558, grad_norm: 5.2446 2020-07-27 20:40:04,870 - mmaction - INFO - Epoch [146][500/3757] lr: 9.042e-03, eta: 22:45:45, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4453, top5_acc: 0.6711, loss_cls: 2.5308, loss: 2.5308, grad_norm: 5.4485 2020-07-27 20:40:16,361 - mmaction - INFO - Epoch [146][520/3757] lr: 9.042e-03, eta: 22:45:32, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4383, top5_acc: 0.6695, loss_cls: 2.5198, loss: 2.5198, grad_norm: 5.1177 2020-07-27 20:40:27,773 - mmaction - INFO - Epoch [146][540/3757] lr: 9.042e-03, eta: 22:45:19, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4266, top5_acc: 0.6562, loss_cls: 2.6002, loss: 2.6002, grad_norm: 5.1943 2020-07-27 20:40:39,079 - mmaction - INFO - Epoch [146][560/3757] lr: 9.042e-03, eta: 22:45:06, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4500, top5_acc: 0.7000, loss_cls: 2.4067, loss: 2.4067, grad_norm: 5.0420 2020-07-27 20:40:50,540 - mmaction - INFO - Epoch [146][580/3757] lr: 9.042e-03, eta: 22:44:53, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4508, top5_acc: 0.6789, loss_cls: 2.4901, loss: 2.4901, grad_norm: 5.0691 2020-07-27 20:41:01,828 - mmaction - INFO - Epoch [146][600/3757] lr: 9.042e-03, eta: 22:44:40, time: 0.564, data_time: 0.001, memory: 5232, top1_acc: 0.4453, top5_acc: 0.6930, loss_cls: 2.4611, loss: 2.4611, grad_norm: 5.2357 2020-07-27 20:41:13,212 - mmaction - INFO - Epoch [146][620/3757] lr: 9.042e-03, eta: 22:44:28, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.4469, top5_acc: 0.6734, loss_cls: 2.5072, loss: 2.5072, grad_norm: 5.2112 2020-07-27 20:41:24,612 - mmaction - INFO - Epoch [146][640/3757] lr: 9.042e-03, eta: 22:44:15, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.4469, top5_acc: 0.6750, loss_cls: 2.4969, loss: 2.4969, grad_norm: 5.2756 2020-07-27 20:41:36,085 - mmaction - INFO - Epoch [146][660/3757] lr: 9.042e-03, eta: 22:44:02, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4477, top5_acc: 0.7008, loss_cls: 2.4610, loss: 2.4610, grad_norm: 5.2365 2020-07-27 20:41:47,469 - mmaction - INFO - Epoch [146][680/3757] lr: 9.042e-03, eta: 22:43:49, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4430, top5_acc: 0.6813, loss_cls: 2.5091, loss: 2.5091, grad_norm: 5.2648 2020-07-27 20:41:58,919 - mmaction - INFO - Epoch [146][700/3757] lr: 9.042e-03, eta: 22:43:36, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.4344, top5_acc: 0.6656, loss_cls: 2.5554, loss: 2.5554, grad_norm: 5.1797 2020-07-27 20:42:10,266 - mmaction - INFO - Epoch [146][720/3757] lr: 9.042e-03, eta: 22:43:23, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.4617, top5_acc: 0.6836, loss_cls: 2.4030, loss: 2.4030, grad_norm: 5.0747 2020-07-27 20:42:21,665 - mmaction - INFO - Epoch [146][740/3757] lr: 9.042e-03, eta: 22:43:10, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4172, top5_acc: 0.6445, loss_cls: 2.6372, loss: 2.6372, grad_norm: 5.3035 2020-07-27 20:42:33,045 - mmaction - INFO - Epoch [146][760/3757] lr: 9.042e-03, eta: 22:42:58, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4453, top5_acc: 0.6867, loss_cls: 2.4334, loss: 2.4334, grad_norm: 5.1664 2020-07-27 20:42:44,409 - mmaction - INFO - Epoch [146][780/3757] lr: 9.042e-03, eta: 22:42:45, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4469, top5_acc: 0.6836, loss_cls: 2.5001, loss: 2.5001, grad_norm: 5.2515 2020-07-27 20:42:55,864 - mmaction - INFO - Epoch [146][800/3757] lr: 9.042e-03, eta: 22:42:32, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4484, top5_acc: 0.6727, loss_cls: 2.5151, loss: 2.5151, grad_norm: 5.2705 2020-07-27 20:43:07,331 - mmaction - INFO - Epoch [146][820/3757] lr: 9.042e-03, eta: 22:42:19, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4344, top5_acc: 0.6555, loss_cls: 2.5620, loss: 2.5620, grad_norm: 5.2684 2020-07-27 20:43:18,693 - mmaction - INFO - Epoch [146][840/3757] lr: 9.042e-03, eta: 22:42:06, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4477, top5_acc: 0.6836, loss_cls: 2.4365, loss: 2.4365, grad_norm: 5.1132 2020-07-27 20:43:30,121 - mmaction - INFO - Epoch [146][860/3757] lr: 9.042e-03, eta: 22:41:53, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4383, top5_acc: 0.6555, loss_cls: 2.5843, loss: 2.5843, grad_norm: 5.3444 2020-07-27 20:43:41,559 - mmaction - INFO - Epoch [146][880/3757] lr: 9.042e-03, eta: 22:41:40, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4570, top5_acc: 0.6773, loss_cls: 2.4432, loss: 2.4432, grad_norm: 5.0233 2020-07-27 20:43:53,089 - mmaction - INFO - Epoch [146][900/3757] lr: 9.042e-03, eta: 22:41:28, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.4266, top5_acc: 0.6789, loss_cls: 2.5472, loss: 2.5472, grad_norm: 5.2435 2020-07-27 20:44:04,415 - mmaction - INFO - Epoch [146][920/3757] lr: 9.042e-03, eta: 22:41:15, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4406, top5_acc: 0.6805, loss_cls: 2.5750, loss: 2.5750, grad_norm: 5.2904 2020-07-27 20:44:15,904 - mmaction - INFO - Epoch [146][940/3757] lr: 9.042e-03, eta: 22:41:02, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.4258, top5_acc: 0.6680, loss_cls: 2.6278, loss: 2.6278, grad_norm: 5.3884 2020-07-27 20:44:27,309 - mmaction - INFO - Epoch [146][960/3757] lr: 9.042e-03, eta: 22:40:49, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4469, top5_acc: 0.6789, loss_cls: 2.5029, loss: 2.5029, grad_norm: 4.9791 2020-07-27 20:44:38,640 - mmaction - INFO - Epoch [146][980/3757] lr: 9.042e-03, eta: 22:40:36, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4414, top5_acc: 0.6781, loss_cls: 2.4617, loss: 2.4617, grad_norm: 5.1478 2020-07-27 20:44:50,019 - mmaction - INFO - Epoch [146][1000/3757] lr: 9.042e-03, eta: 22:40:23, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.4172, top5_acc: 0.6523, loss_cls: 2.6538, loss: 2.6538, grad_norm: 5.2121 2020-07-27 20:45:01,469 - mmaction - INFO - Epoch [146][1020/3757] lr: 9.042e-03, eta: 22:40:10, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4398, top5_acc: 0.6648, loss_cls: 2.5260, loss: 2.5260, grad_norm: 5.2463 2020-07-27 20:45:13,278 - mmaction - INFO - Epoch [146][1040/3757] lr: 9.042e-03, eta: 22:39:58, time: 0.591, data_time: 0.029, memory: 5232, top1_acc: 0.4352, top5_acc: 0.6734, loss_cls: 2.4652, loss: 2.4652, grad_norm: 5.1314 2020-07-27 20:45:24,691 - mmaction - INFO - Epoch [146][1060/3757] lr: 9.042e-03, eta: 22:39:45, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4398, top5_acc: 0.6687, loss_cls: 2.5078, loss: 2.5078, grad_norm: 5.2026 2020-07-27 20:45:36,198 - mmaction - INFO - Epoch [146][1080/3757] lr: 9.042e-03, eta: 22:39:32, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4109, top5_acc: 0.6578, loss_cls: 2.5882, loss: 2.5882, grad_norm: 5.2761 2020-07-27 20:45:47,633 - mmaction - INFO - Epoch [146][1100/3757] lr: 9.042e-03, eta: 22:39:19, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4391, top5_acc: 0.6672, loss_cls: 2.5142, loss: 2.5142, grad_norm: 5.1331 2020-07-27 20:45:59,072 - mmaction - INFO - Epoch [146][1120/3757] lr: 9.042e-03, eta: 22:39:06, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4430, top5_acc: 0.6742, loss_cls: 2.4793, loss: 2.4793, grad_norm: 5.2275 2020-07-27 20:46:10,570 - mmaction - INFO - Epoch [146][1140/3757] lr: 9.042e-03, eta: 22:38:54, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4188, top5_acc: 0.6586, loss_cls: 2.5758, loss: 2.5758, grad_norm: 5.3396 2020-07-27 20:46:21,907 - mmaction - INFO - Epoch [146][1160/3757] lr: 9.042e-03, eta: 22:38:41, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4422, top5_acc: 0.6883, loss_cls: 2.4263, loss: 2.4263, grad_norm: 5.0480 2020-07-27 20:46:33,441 - mmaction - INFO - Epoch [146][1180/3757] lr: 9.042e-03, eta: 22:38:28, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4570, top5_acc: 0.6828, loss_cls: 2.5027, loss: 2.5027, grad_norm: 5.0730 2020-07-27 20:46:45,085 - mmaction - INFO - Epoch [146][1200/3757] lr: 9.042e-03, eta: 22:38:15, time: 0.583, data_time: 0.020, memory: 5232, top1_acc: 0.4250, top5_acc: 0.6656, loss_cls: 2.5518, loss: 2.5518, grad_norm: 5.4454 2020-07-27 20:46:56,536 - mmaction - INFO - Epoch [146][1220/3757] lr: 9.042e-03, eta: 22:38:02, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4477, top5_acc: 0.6922, loss_cls: 2.4678, loss: 2.4678, grad_norm: 5.2243 2020-07-27 20:47:07,854 - mmaction - INFO - Epoch [146][1240/3757] lr: 9.042e-03, eta: 22:37:49, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4430, top5_acc: 0.6680, loss_cls: 2.5341, loss: 2.5341, grad_norm: 5.3566 2020-07-27 20:47:19,296 - mmaction - INFO - Epoch [146][1260/3757] lr: 9.042e-03, eta: 22:37:36, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4375, top5_acc: 0.6992, loss_cls: 2.4685, loss: 2.4685, grad_norm: 5.2036 2020-07-27 20:47:30,651 - mmaction - INFO - Epoch [146][1280/3757] lr: 9.042e-03, eta: 22:37:24, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4328, top5_acc: 0.6750, loss_cls: 2.5389, loss: 2.5389, grad_norm: 5.1158 2020-07-27 20:47:42,060 - mmaction - INFO - Epoch [146][1300/3757] lr: 9.042e-03, eta: 22:37:11, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4086, top5_acc: 0.6531, loss_cls: 2.6240, loss: 2.6240, grad_norm: 5.2341 2020-07-27 20:47:53,452 - mmaction - INFO - Epoch [146][1320/3757] lr: 9.042e-03, eta: 22:36:58, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.4695, top5_acc: 0.6992, loss_cls: 2.3872, loss: 2.3872, grad_norm: 5.0860 2020-07-27 20:48:04,951 - mmaction - INFO - Epoch [146][1340/3757] lr: 9.042e-03, eta: 22:36:45, time: 0.575, data_time: 0.015, memory: 5232, top1_acc: 0.4461, top5_acc: 0.7000, loss_cls: 2.4456, loss: 2.4456, grad_norm: 5.1986 2020-07-27 20:48:16,304 - mmaction - INFO - Epoch [146][1360/3757] lr: 9.042e-03, eta: 22:36:32, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4500, top5_acc: 0.6961, loss_cls: 2.4488, loss: 2.4488, grad_norm: 5.1264 2020-07-27 20:48:27,794 - mmaction - INFO - Epoch [146][1380/3757] lr: 9.042e-03, eta: 22:36:19, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4258, top5_acc: 0.6484, loss_cls: 2.5898, loss: 2.5898, grad_norm: 5.3307 2020-07-27 20:48:39,225 - mmaction - INFO - Epoch [146][1400/3757] lr: 9.042e-03, eta: 22:36:07, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.4398, top5_acc: 0.6914, loss_cls: 2.4492, loss: 2.4492, grad_norm: 5.0790 2020-07-27 20:48:50,623 - mmaction - INFO - Epoch [146][1420/3757] lr: 9.042e-03, eta: 22:35:54, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4320, top5_acc: 0.6594, loss_cls: 2.5694, loss: 2.5694, grad_norm: 5.2299 2020-07-27 20:49:01,975 - mmaction - INFO - Epoch [146][1440/3757] lr: 9.042e-03, eta: 22:35:41, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.4188, top5_acc: 0.6672, loss_cls: 2.5771, loss: 2.5771, grad_norm: 5.3146 2020-07-27 20:49:13,370 - mmaction - INFO - Epoch [146][1460/3757] lr: 9.042e-03, eta: 22:35:28, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4500, top5_acc: 0.6945, loss_cls: 2.4185, loss: 2.4185, grad_norm: 5.1580 2020-07-27 20:49:24,793 - mmaction - INFO - Epoch [146][1480/3757] lr: 9.042e-03, eta: 22:35:15, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4391, top5_acc: 0.6867, loss_cls: 2.5046, loss: 2.5046, grad_norm: 5.3458 2020-07-27 20:49:36,176 - mmaction - INFO - Epoch [146][1500/3757] lr: 9.042e-03, eta: 22:35:02, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.3953, top5_acc: 0.6562, loss_cls: 2.6874, loss: 2.6874, grad_norm: 5.3760 2020-07-27 20:49:47,881 - mmaction - INFO - Epoch [146][1520/3757] lr: 9.042e-03, eta: 22:34:49, time: 0.586, data_time: 0.023, memory: 5232, top1_acc: 0.4437, top5_acc: 0.6914, loss_cls: 2.4945, loss: 2.4945, grad_norm: 5.1483 2020-07-27 20:49:59,233 - mmaction - INFO - Epoch [146][1540/3757] lr: 9.042e-03, eta: 22:34:37, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4594, top5_acc: 0.6945, loss_cls: 2.3951, loss: 2.3951, grad_norm: 5.2067 2020-07-27 20:50:10,731 - mmaction - INFO - Epoch [146][1560/3757] lr: 9.042e-03, eta: 22:34:24, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4234, top5_acc: 0.6602, loss_cls: 2.6094, loss: 2.6094, grad_norm: 5.3100 2020-07-27 20:50:22,133 - mmaction - INFO - Epoch [146][1580/3757] lr: 9.042e-03, eta: 22:34:11, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4375, top5_acc: 0.6750, loss_cls: 2.5767, loss: 2.5767, grad_norm: 5.2621 2020-07-27 20:50:33,552 - mmaction - INFO - Epoch [146][1600/3757] lr: 9.042e-03, eta: 22:33:58, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4281, top5_acc: 0.6727, loss_cls: 2.5552, loss: 2.5552, grad_norm: 5.2603 2020-07-27 20:50:44,938 - mmaction - INFO - Epoch [146][1620/3757] lr: 9.042e-03, eta: 22:33:45, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.4508, top5_acc: 0.6828, loss_cls: 2.4659, loss: 2.4659, grad_norm: 5.0912 2020-07-27 20:50:56,327 - mmaction - INFO - Epoch [146][1640/3757] lr: 9.042e-03, eta: 22:33:32, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4391, top5_acc: 0.6977, loss_cls: 2.4593, loss: 2.4593, grad_norm: 5.1804 2020-07-27 20:51:07,791 - mmaction - INFO - Epoch [146][1660/3757] lr: 9.042e-03, eta: 22:33:19, time: 0.574, data_time: 0.014, memory: 5232, top1_acc: 0.4469, top5_acc: 0.6672, loss_cls: 2.5292, loss: 2.5292, grad_norm: 5.2557 2020-07-27 20:51:19,170 - mmaction - INFO - Epoch [146][1680/3757] lr: 9.042e-03, eta: 22:33:07, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4273, top5_acc: 0.6875, loss_cls: 2.5005, loss: 2.5005, grad_norm: 5.2958 2020-07-27 20:51:30,645 - mmaction - INFO - Epoch [146][1700/3757] lr: 9.042e-03, eta: 22:32:54, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4352, top5_acc: 0.6875, loss_cls: 2.4990, loss: 2.4990, grad_norm: 5.1747 2020-07-27 20:51:41,982 - mmaction - INFO - Epoch [146][1720/3757] lr: 9.042e-03, eta: 22:32:41, time: 0.566, data_time: 0.001, memory: 5232, top1_acc: 0.4414, top5_acc: 0.6750, loss_cls: 2.5250, loss: 2.5250, grad_norm: 5.3079 2020-07-27 20:51:53,480 - mmaction - INFO - Epoch [146][1740/3757] lr: 9.042e-03, eta: 22:32:28, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4508, top5_acc: 0.6867, loss_cls: 2.4547, loss: 2.4547, grad_norm: 5.1570 2020-07-27 20:52:04,941 - mmaction - INFO - Epoch [146][1760/3757] lr: 9.042e-03, eta: 22:32:15, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4641, top5_acc: 0.6977, loss_cls: 2.3584, loss: 2.3584, grad_norm: 5.2015 2020-07-27 20:52:16,341 - mmaction - INFO - Epoch [146][1780/3757] lr: 9.042e-03, eta: 22:32:02, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.4477, top5_acc: 0.6719, loss_cls: 2.5018, loss: 2.5018, grad_norm: 5.1302 2020-07-27 20:52:27,771 - mmaction - INFO - Epoch [146][1800/3757] lr: 9.042e-03, eta: 22:31:50, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4164, top5_acc: 0.6813, loss_cls: 2.5285, loss: 2.5285, grad_norm: 5.3654 2020-07-27 20:52:39,218 - mmaction - INFO - Epoch [146][1820/3757] lr: 9.042e-03, eta: 22:31:37, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4430, top5_acc: 0.6734, loss_cls: 2.4979, loss: 2.4979, grad_norm: 5.2532 2020-07-27 20:52:50,652 - mmaction - INFO - Epoch [146][1840/3757] lr: 9.042e-03, eta: 22:31:24, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.4445, top5_acc: 0.6828, loss_cls: 2.4972, loss: 2.4972, grad_norm: 5.2338 2020-07-27 20:53:02,041 - mmaction - INFO - Epoch [146][1860/3757] lr: 9.042e-03, eta: 22:31:11, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4219, top5_acc: 0.6617, loss_cls: 2.5712, loss: 2.5712, grad_norm: 5.1291 2020-07-27 20:53:13,506 - mmaction - INFO - Epoch [146][1880/3757] lr: 9.042e-03, eta: 22:30:58, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4500, top5_acc: 0.6617, loss_cls: 2.5730, loss: 2.5730, grad_norm: 5.3416 2020-07-27 20:53:24,943 - mmaction - INFO - Epoch [146][1900/3757] lr: 9.042e-03, eta: 22:30:45, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.4453, top5_acc: 0.6766, loss_cls: 2.5309, loss: 2.5309, grad_norm: 5.2840 2020-07-27 20:53:36,406 - mmaction - INFO - Epoch [146][1920/3757] lr: 9.042e-03, eta: 22:30:33, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.4414, top5_acc: 0.6867, loss_cls: 2.4423, loss: 2.4423, grad_norm: 5.1169 2020-07-27 20:53:47,876 - mmaction - INFO - Epoch [146][1940/3757] lr: 9.042e-03, eta: 22:30:20, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4398, top5_acc: 0.6781, loss_cls: 2.5359, loss: 2.5359, grad_norm: 5.1590 2020-07-27 20:53:59,411 - mmaction - INFO - Epoch [146][1960/3757] lr: 9.042e-03, eta: 22:30:07, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.4633, top5_acc: 0.6687, loss_cls: 2.5049, loss: 2.5049, grad_norm: 5.1984 2020-07-27 20:54:10,819 - mmaction - INFO - Epoch [146][1980/3757] lr: 9.042e-03, eta: 22:29:54, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4461, top5_acc: 0.6813, loss_cls: 2.5165, loss: 2.5165, grad_norm: 5.1172 2020-07-27 20:54:22,272 - mmaction - INFO - Epoch [146][2000/3757] lr: 9.042e-03, eta: 22:29:41, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4414, top5_acc: 0.6570, loss_cls: 2.5813, loss: 2.5813, grad_norm: 5.2439 2020-07-27 20:54:33,645 - mmaction - INFO - Epoch [146][2020/3757] lr: 9.042e-03, eta: 22:29:28, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4352, top5_acc: 0.6789, loss_cls: 2.5145, loss: 2.5145, grad_norm: 5.1833 2020-07-27 20:54:45,017 - mmaction - INFO - Epoch [146][2040/3757] lr: 9.042e-03, eta: 22:29:15, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.4586, top5_acc: 0.6906, loss_cls: 2.4464, loss: 2.4464, grad_norm: 5.2888 2020-07-27 20:54:56,493 - mmaction - INFO - Epoch [146][2060/3757] lr: 9.042e-03, eta: 22:29:03, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4391, top5_acc: 0.6539, loss_cls: 2.5554, loss: 2.5554, grad_norm: 5.3128 2020-07-27 20:55:07,833 - mmaction - INFO - Epoch [146][2080/3757] lr: 9.042e-03, eta: 22:28:50, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4445, top5_acc: 0.6875, loss_cls: 2.4515, loss: 2.4515, grad_norm: 5.1386 2020-07-27 20:55:19,227 - mmaction - INFO - Epoch [146][2100/3757] lr: 9.042e-03, eta: 22:28:37, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4297, top5_acc: 0.6672, loss_cls: 2.5318, loss: 2.5318, grad_norm: 5.3759 2020-07-27 20:55:30,705 - mmaction - INFO - Epoch [146][2120/3757] lr: 9.042e-03, eta: 22:28:24, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4398, top5_acc: 0.6758, loss_cls: 2.5215, loss: 2.5215, grad_norm: 5.2979 2020-07-27 20:55:42,754 - mmaction - INFO - Epoch [146][2140/3757] lr: 9.042e-03, eta: 22:28:11, time: 0.602, data_time: 0.033, memory: 5232, top1_acc: 0.4586, top5_acc: 0.6875, loss_cls: 2.4223, loss: 2.4223, grad_norm: 5.0807 2020-07-27 20:55:54,098 - mmaction - INFO - Epoch [146][2160/3757] lr: 9.042e-03, eta: 22:27:59, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4203, top5_acc: 0.6445, loss_cls: 2.6568, loss: 2.6568, grad_norm: 5.3406 2020-07-27 20:56:05,498 - mmaction - INFO - Epoch [146][2180/3757] lr: 9.042e-03, eta: 22:27:46, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.4328, top5_acc: 0.6648, loss_cls: 2.5039, loss: 2.5039, grad_norm: 5.2958 2020-07-27 20:56:16,866 - mmaction - INFO - Epoch [146][2200/3757] lr: 9.042e-03, eta: 22:27:33, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4258, top5_acc: 0.6523, loss_cls: 2.6254, loss: 2.6254, grad_norm: 5.3073 2020-07-27 20:56:28,346 - mmaction - INFO - Epoch [146][2220/3757] lr: 9.042e-03, eta: 22:27:20, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4531, top5_acc: 0.6773, loss_cls: 2.4739, loss: 2.4739, grad_norm: 5.1397 2020-07-27 20:56:39,815 - mmaction - INFO - Epoch [146][2240/3757] lr: 9.042e-03, eta: 22:27:07, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4195, top5_acc: 0.6625, loss_cls: 2.5780, loss: 2.5780, grad_norm: 5.4580 2020-07-27 20:56:51,254 - mmaction - INFO - Epoch [146][2260/3757] lr: 9.042e-03, eta: 22:26:54, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4594, top5_acc: 0.6852, loss_cls: 2.4420, loss: 2.4420, grad_norm: 5.2550 2020-07-27 20:57:02,647 - mmaction - INFO - Epoch [146][2280/3757] lr: 9.042e-03, eta: 22:26:42, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.4297, top5_acc: 0.6805, loss_cls: 2.5675, loss: 2.5675, grad_norm: 5.0447 2020-07-27 20:57:14,020 - mmaction - INFO - Epoch [146][2300/3757] lr: 9.042e-03, eta: 22:26:29, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4398, top5_acc: 0.6836, loss_cls: 2.4468, loss: 2.4468, grad_norm: 5.3670 2020-07-27 20:57:25,412 - mmaction - INFO - Epoch [146][2320/3757] lr: 9.042e-03, eta: 22:26:16, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4500, top5_acc: 0.6719, loss_cls: 2.5174, loss: 2.5174, grad_norm: 5.2459 2020-07-27 20:57:36,798 - mmaction - INFO - Epoch [146][2340/3757] lr: 9.042e-03, eta: 22:26:03, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.3953, top5_acc: 0.6641, loss_cls: 2.6437, loss: 2.6437, grad_norm: 5.3808 2020-07-27 20:57:48,193 - mmaction - INFO - Epoch [146][2360/3757] lr: 9.042e-03, eta: 22:25:50, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4555, top5_acc: 0.6609, loss_cls: 2.5640, loss: 2.5640, grad_norm: 5.3569 2020-07-27 20:57:59,498 - mmaction - INFO - Epoch [146][2380/3757] lr: 9.042e-03, eta: 22:25:37, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.4258, top5_acc: 0.6664, loss_cls: 2.5666, loss: 2.5666, grad_norm: 5.3686 2020-07-27 20:58:10,945 - mmaction - INFO - Epoch [146][2400/3757] lr: 9.042e-03, eta: 22:25:24, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4445, top5_acc: 0.6664, loss_cls: 2.5608, loss: 2.5608, grad_norm: 5.2105 2020-07-27 20:58:22,370 - mmaction - INFO - Epoch [146][2420/3757] lr: 9.042e-03, eta: 22:25:12, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4508, top5_acc: 0.6789, loss_cls: 2.4950, loss: 2.4950, grad_norm: 5.0525 2020-07-27 20:58:33,688 - mmaction - INFO - Epoch [146][2440/3757] lr: 9.042e-03, eta: 22:24:59, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.4313, top5_acc: 0.6586, loss_cls: 2.5384, loss: 2.5384, grad_norm: 5.1782 2020-07-27 20:58:45,118 - mmaction - INFO - Epoch [146][2460/3757] lr: 9.042e-03, eta: 22:24:46, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4266, top5_acc: 0.6633, loss_cls: 2.5499, loss: 2.5499, grad_norm: 5.3085 2020-07-27 20:58:56,515 - mmaction - INFO - Epoch [146][2480/3757] lr: 9.042e-03, eta: 22:24:33, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4062, top5_acc: 0.6516, loss_cls: 2.6088, loss: 2.6088, grad_norm: 5.2978 2020-07-27 20:59:08,206 - mmaction - INFO - Epoch [146][2500/3757] lr: 9.042e-03, eta: 22:24:20, time: 0.584, data_time: 0.017, memory: 5232, top1_acc: 0.4414, top5_acc: 0.6758, loss_cls: 2.4722, loss: 2.4722, grad_norm: 5.0777 2020-07-27 20:59:19,699 - mmaction - INFO - Epoch [146][2520/3757] lr: 9.042e-03, eta: 22:24:07, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4414, top5_acc: 0.6813, loss_cls: 2.4992, loss: 2.4992, grad_norm: 5.1539 2020-07-27 20:59:31,171 - mmaction - INFO - Epoch [146][2540/3757] lr: 9.042e-03, eta: 22:23:55, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4414, top5_acc: 0.6875, loss_cls: 2.4792, loss: 2.4792, grad_norm: 5.1018 2020-07-27 20:59:42,652 - mmaction - INFO - Epoch [146][2560/3757] lr: 9.042e-03, eta: 22:23:42, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4648, top5_acc: 0.7031, loss_cls: 2.3861, loss: 2.3861, grad_norm: 5.1272 2020-07-27 20:59:54,119 - mmaction - INFO - Epoch [146][2580/3757] lr: 9.042e-03, eta: 22:23:29, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4484, top5_acc: 0.6828, loss_cls: 2.5245, loss: 2.5245, grad_norm: 5.4329 2020-07-27 21:00:14,469 - mmaction - INFO - Epoch [146][2600/3757] lr: 9.042e-03, eta: 22:23:19, time: 1.006, data_time: 0.004, memory: 5232, top1_acc: 0.4461, top5_acc: 0.6789, loss_cls: 2.4722, loss: 2.4722, grad_norm: 5.2205 2020-07-27 21:00:25,838 - mmaction - INFO - Epoch [146][2620/3757] lr: 9.042e-03, eta: 22:23:06, time: 0.581, data_time: 0.016, memory: 5232, top1_acc: 0.4313, top5_acc: 0.6789, loss_cls: 2.4957, loss: 2.4957, grad_norm: 5.3251 2020-07-27 21:00:37,330 - mmaction - INFO - Epoch [146][2640/3757] lr: 9.042e-03, eta: 22:22:53, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4211, top5_acc: 0.6859, loss_cls: 2.5324, loss: 2.5324, grad_norm: 5.1852 2020-07-27 21:00:49,175 - mmaction - INFO - Epoch [146][2660/3757] lr: 9.042e-03, eta: 22:22:40, time: 0.593, data_time: 0.026, memory: 5232, top1_acc: 0.4344, top5_acc: 0.6758, loss_cls: 2.5084, loss: 2.5084, grad_norm: 5.2959 2020-07-27 21:01:00,728 - mmaction - INFO - Epoch [146][2680/3757] lr: 9.042e-03, eta: 22:22:28, time: 0.577, data_time: 0.002, memory: 5232, top1_acc: 0.4594, top5_acc: 0.7008, loss_cls: 2.3909, loss: 2.3909, grad_norm: 5.1675 2020-07-27 21:01:12,243 - mmaction - INFO - Epoch [146][2700/3757] lr: 9.042e-03, eta: 22:22:15, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.4398, top5_acc: 0.6867, loss_cls: 2.4484, loss: 2.4484, grad_norm: 5.1107 2020-07-27 21:01:24,105 - mmaction - INFO - Epoch [146][2720/3757] lr: 9.042e-03, eta: 22:22:02, time: 0.594, data_time: 0.024, memory: 5232, top1_acc: 0.4555, top5_acc: 0.6883, loss_cls: 2.4632, loss: 2.4632, grad_norm: 5.2175 2020-07-27 21:01:35,419 - mmaction - INFO - Epoch [146][2740/3757] lr: 9.042e-03, eta: 22:21:49, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.4344, top5_acc: 0.6742, loss_cls: 2.6035, loss: 2.6035, grad_norm: 5.1526 2020-07-27 21:01:46,936 - mmaction - INFO - Epoch [146][2760/3757] lr: 9.042e-03, eta: 22:21:36, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.4508, top5_acc: 0.6820, loss_cls: 2.4698, loss: 2.4698, grad_norm: 5.2254 2020-07-27 21:01:58,338 - mmaction - INFO - Epoch [146][2780/3757] lr: 9.042e-03, eta: 22:21:24, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4359, top5_acc: 0.6719, loss_cls: 2.5496, loss: 2.5496, grad_norm: 5.2998 2020-07-27 21:02:09,848 - mmaction - INFO - Epoch [146][2800/3757] lr: 9.042e-03, eta: 22:21:11, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4453, top5_acc: 0.7008, loss_cls: 2.4265, loss: 2.4265, grad_norm: 5.2482 2020-07-27 21:02:21,362 - mmaction - INFO - Epoch [146][2820/3757] lr: 9.042e-03, eta: 22:20:58, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4305, top5_acc: 0.6719, loss_cls: 2.5790, loss: 2.5790, grad_norm: 5.3636 2020-07-27 21:02:32,718 - mmaction - INFO - Epoch [146][2840/3757] lr: 9.042e-03, eta: 22:20:45, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4258, top5_acc: 0.6672, loss_cls: 2.5546, loss: 2.5546, grad_norm: 5.2631 2020-07-27 21:02:44,246 - mmaction - INFO - Epoch [146][2860/3757] lr: 9.042e-03, eta: 22:20:32, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4305, top5_acc: 0.6594, loss_cls: 2.5759, loss: 2.5759, grad_norm: 5.3013 2020-07-27 21:02:55,654 - mmaction - INFO - Epoch [146][2880/3757] lr: 9.042e-03, eta: 22:20:19, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4258, top5_acc: 0.6805, loss_cls: 2.5512, loss: 2.5512, grad_norm: 5.2477 2020-07-27 21:03:07,097 - mmaction - INFO - Epoch [146][2900/3757] lr: 9.042e-03, eta: 22:20:07, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4234, top5_acc: 0.6508, loss_cls: 2.6670, loss: 2.6670, grad_norm: 5.3022 2020-07-27 21:03:18,570 - mmaction - INFO - Epoch [146][2920/3757] lr: 9.042e-03, eta: 22:19:54, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4562, top5_acc: 0.6844, loss_cls: 2.4593, loss: 2.4593, grad_norm: 5.0188 2020-07-27 21:03:30,062 - mmaction - INFO - Epoch [146][2940/3757] lr: 9.042e-03, eta: 22:19:41, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4617, top5_acc: 0.7055, loss_cls: 2.4180, loss: 2.4180, grad_norm: 5.2626 2020-07-27 21:03:41,508 - mmaction - INFO - Epoch [146][2960/3757] lr: 9.042e-03, eta: 22:19:28, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4453, top5_acc: 0.6906, loss_cls: 2.4736, loss: 2.4736, grad_norm: 5.3350 2020-07-27 21:03:52,872 - mmaction - INFO - Epoch [146][2980/3757] lr: 9.042e-03, eta: 22:19:15, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4367, top5_acc: 0.6836, loss_cls: 2.4909, loss: 2.4909, grad_norm: 5.2759 2020-07-27 21:04:04,261 - mmaction - INFO - Epoch [146][3000/3757] lr: 9.042e-03, eta: 22:19:02, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.4227, top5_acc: 0.6578, loss_cls: 2.6274, loss: 2.6274, grad_norm: 5.3454 2020-07-27 21:04:15,750 - mmaction - INFO - Epoch [146][3020/3757] lr: 9.042e-03, eta: 22:18:50, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4211, top5_acc: 0.6508, loss_cls: 2.5630, loss: 2.5630, grad_norm: 5.0434 2020-07-27 21:04:27,204 - mmaction - INFO - Epoch [146][3040/3757] lr: 9.042e-03, eta: 22:18:37, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4406, top5_acc: 0.6641, loss_cls: 2.5214, loss: 2.5214, grad_norm: 5.1831 2020-07-27 21:04:38,742 - mmaction - INFO - Epoch [146][3060/3757] lr: 9.042e-03, eta: 22:18:24, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.4406, top5_acc: 0.6727, loss_cls: 2.5294, loss: 2.5294, grad_norm: 5.2490 2020-07-27 21:04:50,149 - mmaction - INFO - Epoch [146][3080/3757] lr: 9.042e-03, eta: 22:18:11, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4430, top5_acc: 0.6727, loss_cls: 2.5181, loss: 2.5181, grad_norm: 5.2578 2020-07-27 21:05:01,488 - mmaction - INFO - Epoch [146][3100/3757] lr: 9.042e-03, eta: 22:17:58, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.4227, top5_acc: 0.6602, loss_cls: 2.6030, loss: 2.6030, grad_norm: 5.2379 2020-07-27 21:05:12,940 - mmaction - INFO - Epoch [146][3120/3757] lr: 9.042e-03, eta: 22:17:45, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4375, top5_acc: 0.6703, loss_cls: 2.5352, loss: 2.5352, grad_norm: 4.9904 2020-07-27 21:05:24,504 - mmaction - INFO - Epoch [146][3140/3757] lr: 9.042e-03, eta: 22:17:33, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.4313, top5_acc: 0.6633, loss_cls: 2.5907, loss: 2.5907, grad_norm: 5.3528 2020-07-27 21:05:35,955 - mmaction - INFO - Epoch [146][3160/3757] lr: 9.042e-03, eta: 22:17:20, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4578, top5_acc: 0.6742, loss_cls: 2.4934, loss: 2.4934, grad_norm: 5.1645 2020-07-27 21:05:47,389 - mmaction - INFO - Epoch [146][3180/3757] lr: 9.042e-03, eta: 22:17:07, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4328, top5_acc: 0.6719, loss_cls: 2.4435, loss: 2.4435, grad_norm: 5.2201 2020-07-27 21:05:58,922 - mmaction - INFO - Epoch [146][3200/3757] lr: 9.042e-03, eta: 22:16:54, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.4383, top5_acc: 0.6875, loss_cls: 2.4888, loss: 2.4888, grad_norm: 5.2036 2020-07-27 21:06:10,224 - mmaction - INFO - Epoch [146][3220/3757] lr: 9.042e-03, eta: 22:16:41, time: 0.566, data_time: 0.001, memory: 5232, top1_acc: 0.4328, top5_acc: 0.6836, loss_cls: 2.4888, loss: 2.4888, grad_norm: 5.1770 2020-07-27 21:06:21,872 - mmaction - INFO - Epoch [146][3240/3757] lr: 9.042e-03, eta: 22:16:29, time: 0.582, data_time: 0.016, memory: 5232, top1_acc: 0.4437, top5_acc: 0.6867, loss_cls: 2.4670, loss: 2.4670, grad_norm: 5.1712 2020-07-27 21:06:33,288 - mmaction - INFO - Epoch [146][3260/3757] lr: 9.042e-03, eta: 22:16:16, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4422, top5_acc: 0.6727, loss_cls: 2.5124, loss: 2.5124, grad_norm: 5.1483 2020-07-27 21:06:44,797 - mmaction - INFO - Epoch [146][3280/3757] lr: 9.042e-03, eta: 22:16:03, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4313, top5_acc: 0.6664, loss_cls: 2.5533, loss: 2.5533, grad_norm: 5.1569 2020-07-27 21:06:56,298 - mmaction - INFO - Epoch [146][3300/3757] lr: 9.042e-03, eta: 22:15:50, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4313, top5_acc: 0.6766, loss_cls: 2.4956, loss: 2.4956, grad_norm: 5.2068 2020-07-27 21:07:07,756 - mmaction - INFO - Epoch [146][3320/3757] lr: 9.042e-03, eta: 22:15:37, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4320, top5_acc: 0.6641, loss_cls: 2.5838, loss: 2.5838, grad_norm: 5.5158 2020-07-27 21:07:19,163 - mmaction - INFO - Epoch [146][3340/3757] lr: 9.042e-03, eta: 22:15:24, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4344, top5_acc: 0.6695, loss_cls: 2.5369, loss: 2.5369, grad_norm: 5.4290 2020-07-27 21:07:30,551 - mmaction - INFO - Epoch [146][3360/3757] lr: 9.042e-03, eta: 22:15:12, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.4047, top5_acc: 0.6500, loss_cls: 2.6296, loss: 2.6296, grad_norm: 5.3900 2020-07-27 21:07:41,951 - mmaction - INFO - Epoch [146][3380/3757] lr: 9.042e-03, eta: 22:14:59, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4648, top5_acc: 0.6898, loss_cls: 2.4398, loss: 2.4398, grad_norm: 5.1812 2020-07-27 21:07:53,481 - mmaction - INFO - Epoch [146][3400/3757] lr: 9.042e-03, eta: 22:14:46, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4508, top5_acc: 0.6758, loss_cls: 2.4400, loss: 2.4400, grad_norm: 5.1179 2020-07-27 21:08:04,909 - mmaction - INFO - Epoch [146][3420/3757] lr: 9.042e-03, eta: 22:14:33, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4352, top5_acc: 0.6750, loss_cls: 2.5271, loss: 2.5271, grad_norm: 5.2914 2020-07-27 21:08:16,392 - mmaction - INFO - Epoch [146][3440/3757] lr: 9.042e-03, eta: 22:14:20, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4391, top5_acc: 0.6742, loss_cls: 2.4881, loss: 2.4881, grad_norm: 5.2663 2020-07-27 21:08:27,836 - mmaction - INFO - Epoch [146][3460/3757] lr: 9.042e-03, eta: 22:14:07, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4508, top5_acc: 0.6813, loss_cls: 2.4741, loss: 2.4741, grad_norm: 5.1409 2020-07-27 21:08:39,256 - mmaction - INFO - Epoch [146][3480/3757] lr: 9.042e-03, eta: 22:13:55, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4156, top5_acc: 0.6586, loss_cls: 2.6266, loss: 2.6266, grad_norm: 5.4588 2020-07-27 21:08:50,714 - mmaction - INFO - Epoch [146][3500/3757] lr: 9.042e-03, eta: 22:13:42, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4250, top5_acc: 0.6680, loss_cls: 2.5579, loss: 2.5579, grad_norm: 5.5039 2020-07-27 21:09:02,166 - mmaction - INFO - Epoch [146][3520/3757] lr: 9.042e-03, eta: 22:13:29, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4492, top5_acc: 0.6859, loss_cls: 2.4811, loss: 2.4811, grad_norm: 5.3180 2020-07-27 21:09:13,555 - mmaction - INFO - Epoch [146][3540/3757] lr: 9.042e-03, eta: 22:13:16, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.4430, top5_acc: 0.6867, loss_cls: 2.4323, loss: 2.4323, grad_norm: 5.1580 2020-07-27 21:09:24,912 - mmaction - INFO - Epoch [146][3560/3757] lr: 9.042e-03, eta: 22:13:03, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4539, top5_acc: 0.6937, loss_cls: 2.4581, loss: 2.4581, grad_norm: 5.1475 2020-07-27 21:09:36,357 - mmaction - INFO - Epoch [146][3580/3757] lr: 9.042e-03, eta: 22:12:50, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4188, top5_acc: 0.6539, loss_cls: 2.6206, loss: 2.6206, grad_norm: 5.4052 2020-07-27 21:09:47,868 - mmaction - INFO - Epoch [146][3600/3757] lr: 9.042e-03, eta: 22:12:38, time: 0.576, data_time: 0.009, memory: 5232, top1_acc: 0.4453, top5_acc: 0.6789, loss_cls: 2.5391, loss: 2.5391, grad_norm: 5.1988 2020-07-27 21:09:59,254 - mmaction - INFO - Epoch [146][3620/3757] lr: 9.042e-03, eta: 22:12:25, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4461, top5_acc: 0.6766, loss_cls: 2.5019, loss: 2.5019, grad_norm: 5.2228 2020-07-27 21:10:10,681 - mmaction - INFO - Epoch [146][3640/3757] lr: 9.042e-03, eta: 22:12:12, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4227, top5_acc: 0.6695, loss_cls: 2.5751, loss: 2.5751, grad_norm: 5.2422 2020-07-27 21:10:22,101 - mmaction - INFO - Epoch [146][3660/3757] lr: 9.042e-03, eta: 22:11:59, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4562, top5_acc: 0.6984, loss_cls: 2.4110, loss: 2.4110, grad_norm: 4.9888 2020-07-27 21:10:33,538 - mmaction - INFO - Epoch [146][3680/3757] lr: 9.042e-03, eta: 22:11:46, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4398, top5_acc: 0.6844, loss_cls: 2.4981, loss: 2.4981, grad_norm: 5.1330 2020-07-27 21:10:45,011 - mmaction - INFO - Epoch [146][3700/3757] lr: 9.042e-03, eta: 22:11:33, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4562, top5_acc: 0.6820, loss_cls: 2.4666, loss: 2.4666, grad_norm: 5.2843 2020-07-27 21:10:56,409 - mmaction - INFO - Epoch [146][3720/3757] lr: 9.042e-03, eta: 22:11:21, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4281, top5_acc: 0.6516, loss_cls: 2.6133, loss: 2.6133, grad_norm: 5.3128 2020-07-27 21:11:07,819 - mmaction - INFO - Epoch [146][3740/3757] lr: 9.042e-03, eta: 22:11:08, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4422, top5_acc: 0.6859, loss_cls: 2.4643, loss: 2.4643, grad_norm: 5.2462 2020-07-27 21:17:00,447 - mmaction - INFO - Epoch [147][20/3757] lr: 8.548e-03, eta: 22:12:17, time: 16.276, data_time: 15.492, memory: 5232, top1_acc: 0.4664, top5_acc: 0.6914, loss_cls: 2.4297, loss: 2.4297, grad_norm: 5.2310 2020-07-27 21:17:11,766 - mmaction - INFO - Epoch [147][40/3757] lr: 8.548e-03, eta: 22:12:04, time: 0.567, data_time: 0.005, memory: 5232, top1_acc: 0.4359, top5_acc: 0.6625, loss_cls: 2.5172, loss: 2.5172, grad_norm: 5.2268 2020-07-27 21:17:23,099 - mmaction - INFO - Epoch [147][60/3757] lr: 8.548e-03, eta: 22:11:51, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4297, top5_acc: 0.6711, loss_cls: 2.5847, loss: 2.5847, grad_norm: 5.3112 2020-07-27 21:17:34,333 - mmaction - INFO - Epoch [147][80/3757] lr: 8.548e-03, eta: 22:11:39, time: 0.562, data_time: 0.003, memory: 5232, top1_acc: 0.4555, top5_acc: 0.6883, loss_cls: 2.4665, loss: 2.4665, grad_norm: 5.1325 2020-07-27 21:17:45,692 - mmaction - INFO - Epoch [147][100/3757] lr: 8.548e-03, eta: 22:11:26, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4664, top5_acc: 0.6914, loss_cls: 2.3908, loss: 2.3908, grad_norm: 5.1730 2020-07-27 21:17:57,048 - mmaction - INFO - Epoch [147][120/3757] lr: 8.548e-03, eta: 22:11:13, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4617, top5_acc: 0.6898, loss_cls: 2.4813, loss: 2.4813, grad_norm: 5.4016 2020-07-27 21:18:08,349 - mmaction - INFO - Epoch [147][140/3757] lr: 8.548e-03, eta: 22:11:00, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.4266, top5_acc: 0.6523, loss_cls: 2.5696, loss: 2.5696, grad_norm: 5.2214 2020-07-27 21:18:19,701 - mmaction - INFO - Epoch [147][160/3757] lr: 8.548e-03, eta: 22:10:47, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4367, top5_acc: 0.6547, loss_cls: 2.5372, loss: 2.5372, grad_norm: 5.2394 2020-07-27 21:18:31,071 - mmaction - INFO - Epoch [147][180/3757] lr: 8.548e-03, eta: 22:10:34, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4461, top5_acc: 0.6773, loss_cls: 2.5026, loss: 2.5026, grad_norm: 5.3358 2020-07-27 21:18:42,427 - mmaction - INFO - Epoch [147][200/3757] lr: 8.548e-03, eta: 22:10:21, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4352, top5_acc: 0.6828, loss_cls: 2.4989, loss: 2.4989, grad_norm: 5.2216 2020-07-27 21:18:53,811 - mmaction - INFO - Epoch [147][220/3757] lr: 8.548e-03, eta: 22:10:08, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4461, top5_acc: 0.6797, loss_cls: 2.4470, loss: 2.4470, grad_norm: 5.1924 2020-07-27 21:19:05,178 - mmaction - INFO - Epoch [147][240/3757] lr: 8.548e-03, eta: 22:09:56, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4391, top5_acc: 0.6750, loss_cls: 2.5321, loss: 2.5321, grad_norm: 5.1699 2020-07-27 21:19:16,565 - mmaction - INFO - Epoch [147][260/3757] lr: 8.548e-03, eta: 22:09:43, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4508, top5_acc: 0.6727, loss_cls: 2.5218, loss: 2.5218, grad_norm: 5.3401 2020-07-27 21:19:28,002 - mmaction - INFO - Epoch [147][280/3757] lr: 8.548e-03, eta: 22:09:30, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4398, top5_acc: 0.6875, loss_cls: 2.4479, loss: 2.4479, grad_norm: 5.3028 2020-07-27 21:19:39,318 - mmaction - INFO - Epoch [147][300/3757] lr: 8.548e-03, eta: 22:09:17, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4359, top5_acc: 0.6695, loss_cls: 2.5116, loss: 2.5116, grad_norm: 5.3254 2020-07-27 21:19:50,645 - mmaction - INFO - Epoch [147][320/3757] lr: 8.548e-03, eta: 22:09:04, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4500, top5_acc: 0.6797, loss_cls: 2.5096, loss: 2.5096, grad_norm: 5.3854 2020-07-27 21:20:02,049 - mmaction - INFO - Epoch [147][340/3757] lr: 8.548e-03, eta: 22:08:51, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4453, top5_acc: 0.6797, loss_cls: 2.4636, loss: 2.4636, grad_norm: 5.0271 2020-07-27 21:20:13,655 - mmaction - INFO - Epoch [147][360/3757] lr: 8.548e-03, eta: 22:08:38, time: 0.581, data_time: 0.002, memory: 5232, top1_acc: 0.4445, top5_acc: 0.6781, loss_cls: 2.5012, loss: 2.5012, grad_norm: 5.2920 2020-07-27 21:20:25,016 - mmaction - INFO - Epoch [147][380/3757] lr: 8.548e-03, eta: 22:08:26, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4398, top5_acc: 0.6500, loss_cls: 2.5889, loss: 2.5889, grad_norm: 5.3010 2020-07-27 21:20:36,441 - mmaction - INFO - Epoch [147][400/3757] lr: 8.548e-03, eta: 22:08:13, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4562, top5_acc: 0.7055, loss_cls: 2.3806, loss: 2.3806, grad_norm: 5.0982 2020-07-27 21:20:47,778 - mmaction - INFO - Epoch [147][420/3757] lr: 8.548e-03, eta: 22:08:00, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4508, top5_acc: 0.6727, loss_cls: 2.4858, loss: 2.4858, grad_norm: 5.2546 2020-07-27 21:20:59,198 - mmaction - INFO - Epoch [147][440/3757] lr: 8.548e-03, eta: 22:07:47, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4437, top5_acc: 0.6969, loss_cls: 2.4467, loss: 2.4467, grad_norm: 5.2021 2020-07-27 21:21:10,594 - mmaction - INFO - Epoch [147][460/3757] lr: 8.548e-03, eta: 22:07:34, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4586, top5_acc: 0.6906, loss_cls: 2.4220, loss: 2.4220, grad_norm: 5.3481 2020-07-27 21:21:21,920 - mmaction - INFO - Epoch [147][480/3757] lr: 8.548e-03, eta: 22:07:21, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4242, top5_acc: 0.6758, loss_cls: 2.5079, loss: 2.5079, grad_norm: 5.2728 2020-07-27 21:21:33,341 - mmaction - INFO - Epoch [147][500/3757] lr: 8.548e-03, eta: 22:07:08, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4234, top5_acc: 0.6562, loss_cls: 2.6233, loss: 2.6233, grad_norm: 5.3557 2020-07-27 21:21:44,767 - mmaction - INFO - Epoch [147][520/3757] lr: 8.548e-03, eta: 22:06:56, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4375, top5_acc: 0.6852, loss_cls: 2.4678, loss: 2.4678, grad_norm: 5.2185 2020-07-27 21:21:56,131 - mmaction - INFO - Epoch [147][540/3757] lr: 8.548e-03, eta: 22:06:43, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4461, top5_acc: 0.6828, loss_cls: 2.4801, loss: 2.4801, grad_norm: 5.1546 2020-07-27 21:22:07,576 - mmaction - INFO - Epoch [147][560/3757] lr: 8.548e-03, eta: 22:06:30, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4352, top5_acc: 0.6766, loss_cls: 2.5394, loss: 2.5394, grad_norm: 5.2187 2020-07-27 21:22:18,933 - mmaction - INFO - Epoch [147][580/3757] lr: 8.548e-03, eta: 22:06:17, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4328, top5_acc: 0.6633, loss_cls: 2.5713, loss: 2.5713, grad_norm: 5.3581 2020-07-27 21:22:30,302 - mmaction - INFO - Epoch [147][600/3757] lr: 8.548e-03, eta: 22:06:04, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4359, top5_acc: 0.6609, loss_cls: 2.6192, loss: 2.6192, grad_norm: 5.3178 2020-07-27 21:22:41,685 - mmaction - INFO - Epoch [147][620/3757] lr: 8.548e-03, eta: 22:05:51, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4398, top5_acc: 0.6813, loss_cls: 2.4967, loss: 2.4967, grad_norm: 5.1425 2020-07-27 21:22:53,089 - mmaction - INFO - Epoch [147][640/3757] lr: 8.548e-03, eta: 22:05:38, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4539, top5_acc: 0.7016, loss_cls: 2.4087, loss: 2.4087, grad_norm: 5.0622 2020-07-27 21:23:04,461 - mmaction - INFO - Epoch [147][660/3757] lr: 8.548e-03, eta: 22:05:26, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4344, top5_acc: 0.6859, loss_cls: 2.5083, loss: 2.5083, grad_norm: 5.2406 2020-07-27 21:23:15,960 - mmaction - INFO - Epoch [147][680/3757] lr: 8.548e-03, eta: 22:05:13, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4234, top5_acc: 0.6750, loss_cls: 2.5385, loss: 2.5385, grad_norm: 5.3935 2020-07-27 21:23:27,292 - mmaction - INFO - Epoch [147][700/3757] lr: 8.548e-03, eta: 22:05:00, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4492, top5_acc: 0.6805, loss_cls: 2.4579, loss: 2.4579, grad_norm: 5.3247 2020-07-27 21:23:38,727 - mmaction - INFO - Epoch [147][720/3757] lr: 8.548e-03, eta: 22:04:47, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4477, top5_acc: 0.6914, loss_cls: 2.4558, loss: 2.4558, grad_norm: 5.2668 2020-07-27 21:23:50,527 - mmaction - INFO - Epoch [147][740/3757] lr: 8.548e-03, eta: 22:04:34, time: 0.590, data_time: 0.024, memory: 5232, top1_acc: 0.4469, top5_acc: 0.6930, loss_cls: 2.4727, loss: 2.4727, grad_norm: 5.3341 2020-07-27 21:24:02,182 - mmaction - INFO - Epoch [147][760/3757] lr: 8.548e-03, eta: 22:04:21, time: 0.583, data_time: 0.017, memory: 5232, top1_acc: 0.4383, top5_acc: 0.6625, loss_cls: 2.5858, loss: 2.5858, grad_norm: 5.4784 2020-07-27 21:24:13,871 - mmaction - INFO - Epoch [147][780/3757] lr: 8.548e-03, eta: 22:04:09, time: 0.585, data_time: 0.025, memory: 5232, top1_acc: 0.4656, top5_acc: 0.6891, loss_cls: 2.4271, loss: 2.4271, grad_norm: 5.2461 2020-07-27 21:24:25,543 - mmaction - INFO - Epoch [147][800/3757] lr: 8.548e-03, eta: 22:03:56, time: 0.583, data_time: 0.019, memory: 5232, top1_acc: 0.4406, top5_acc: 0.6859, loss_cls: 2.4728, loss: 2.4728, grad_norm: 5.3417 2020-07-27 21:24:36,931 - mmaction - INFO - Epoch [147][820/3757] lr: 8.548e-03, eta: 22:03:43, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.4414, top5_acc: 0.6922, loss_cls: 2.4757, loss: 2.4757, grad_norm: 5.2217 2020-07-27 21:24:48,728 - mmaction - INFO - Epoch [147][840/3757] lr: 8.548e-03, eta: 22:03:30, time: 0.589, data_time: 0.018, memory: 5232, top1_acc: 0.4844, top5_acc: 0.7078, loss_cls: 2.3703, loss: 2.3703, grad_norm: 5.2582 2020-07-27 21:25:00,507 - mmaction - INFO - Epoch [147][860/3757] lr: 8.548e-03, eta: 22:03:18, time: 0.590, data_time: 0.021, memory: 5232, top1_acc: 0.4656, top5_acc: 0.6914, loss_cls: 2.5032, loss: 2.5032, grad_norm: 5.4147 2020-07-27 21:25:12,209 - mmaction - INFO - Epoch [147][880/3757] lr: 8.548e-03, eta: 22:03:05, time: 0.585, data_time: 0.017, memory: 5232, top1_acc: 0.4336, top5_acc: 0.6813, loss_cls: 2.5174, loss: 2.5174, grad_norm: 5.3548 2020-07-27 21:25:24,005 - mmaction - INFO - Epoch [147][900/3757] lr: 8.548e-03, eta: 22:02:52, time: 0.590, data_time: 0.022, memory: 5232, top1_acc: 0.4367, top5_acc: 0.6930, loss_cls: 2.4988, loss: 2.4988, grad_norm: 5.4512 2020-07-27 21:25:35,821 - mmaction - INFO - Epoch [147][920/3757] lr: 8.548e-03, eta: 22:02:39, time: 0.591, data_time: 0.025, memory: 5232, top1_acc: 0.4633, top5_acc: 0.7031, loss_cls: 2.3630, loss: 2.3630, grad_norm: 5.0933 2020-07-27 21:25:47,491 - mmaction - INFO - Epoch [147][940/3757] lr: 8.548e-03, eta: 22:02:27, time: 0.583, data_time: 0.015, memory: 5232, top1_acc: 0.4508, top5_acc: 0.6953, loss_cls: 2.4316, loss: 2.4316, grad_norm: 5.2797 2020-07-27 21:25:59,199 - mmaction - INFO - Epoch [147][960/3757] lr: 8.548e-03, eta: 22:02:14, time: 0.586, data_time: 0.025, memory: 5232, top1_acc: 0.4695, top5_acc: 0.7289, loss_cls: 2.3124, loss: 2.3124, grad_norm: 5.2044 2020-07-27 21:26:10,981 - mmaction - INFO - Epoch [147][980/3757] lr: 8.548e-03, eta: 22:02:01, time: 0.589, data_time: 0.015, memory: 5232, top1_acc: 0.4359, top5_acc: 0.6672, loss_cls: 2.5085, loss: 2.5085, grad_norm: 5.3354 2020-07-27 21:26:22,362 - mmaction - INFO - Epoch [147][1000/3757] lr: 8.548e-03, eta: 22:01:48, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4227, top5_acc: 0.6570, loss_cls: 2.5839, loss: 2.5839, grad_norm: 5.5135 2020-07-27 21:26:33,851 - mmaction - INFO - Epoch [147][1020/3757] lr: 8.548e-03, eta: 22:01:35, time: 0.575, data_time: 0.008, memory: 5232, top1_acc: 0.4219, top5_acc: 0.6758, loss_cls: 2.5210, loss: 2.5210, grad_norm: 5.3478 2020-07-27 21:26:45,185 - mmaction - INFO - Epoch [147][1040/3757] lr: 8.548e-03, eta: 22:01:23, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4500, top5_acc: 0.6828, loss_cls: 2.4873, loss: 2.4873, grad_norm: 5.3387 2020-07-27 21:26:56,624 - mmaction - INFO - Epoch [147][1060/3757] lr: 8.548e-03, eta: 22:01:10, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4367, top5_acc: 0.6820, loss_cls: 2.5015, loss: 2.5015, grad_norm: 5.3082 2020-07-27 21:27:08,037 - mmaction - INFO - Epoch [147][1080/3757] lr: 8.548e-03, eta: 22:00:57, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4453, top5_acc: 0.6687, loss_cls: 2.4818, loss: 2.4818, grad_norm: 5.3542 2020-07-27 21:27:23,542 - mmaction - INFO - Epoch [147][1100/3757] lr: 8.548e-03, eta: 22:00:45, time: 0.775, data_time: 0.120, memory: 5232, top1_acc: 0.4383, top5_acc: 0.6859, loss_cls: 2.4997, loss: 2.4997, grad_norm: 5.4491 2020-07-27 21:27:35,331 - mmaction - INFO - Epoch [147][1120/3757] lr: 8.548e-03, eta: 22:00:33, time: 0.589, data_time: 0.025, memory: 5232, top1_acc: 0.4352, top5_acc: 0.6773, loss_cls: 2.5075, loss: 2.5075, grad_norm: 5.3753 2020-07-27 21:27:47,163 - mmaction - INFO - Epoch [147][1140/3757] lr: 8.548e-03, eta: 22:00:20, time: 0.592, data_time: 0.014, memory: 5232, top1_acc: 0.4367, top5_acc: 0.6687, loss_cls: 2.5230, loss: 2.5230, grad_norm: 5.2724 2020-07-27 21:27:58,539 - mmaction - INFO - Epoch [147][1160/3757] lr: 8.548e-03, eta: 22:00:07, time: 0.569, data_time: 0.005, memory: 5232, top1_acc: 0.4430, top5_acc: 0.6758, loss_cls: 2.4927, loss: 2.4927, grad_norm: 5.3228 2020-07-27 21:28:10,382 - mmaction - INFO - Epoch [147][1180/3757] lr: 8.548e-03, eta: 21:59:54, time: 0.592, data_time: 0.014, memory: 5232, top1_acc: 0.4414, top5_acc: 0.6898, loss_cls: 2.4504, loss: 2.4504, grad_norm: 5.3272 2020-07-27 21:28:22,232 - mmaction - INFO - Epoch [147][1200/3757] lr: 8.548e-03, eta: 21:59:42, time: 0.593, data_time: 0.025, memory: 5232, top1_acc: 0.4367, top5_acc: 0.6727, loss_cls: 2.5314, loss: 2.5314, grad_norm: 5.4242 2020-07-27 21:28:33,744 - mmaction - INFO - Epoch [147][1220/3757] lr: 8.548e-03, eta: 21:59:29, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4437, top5_acc: 0.6969, loss_cls: 2.4411, loss: 2.4411, grad_norm: 5.1693 2020-07-27 21:28:45,100 - mmaction - INFO - Epoch [147][1240/3757] lr: 8.548e-03, eta: 21:59:16, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.4664, top5_acc: 0.6852, loss_cls: 2.4368, loss: 2.4368, grad_norm: 5.3049 2020-07-27 21:28:56,493 - mmaction - INFO - Epoch [147][1260/3757] lr: 8.548e-03, eta: 21:59:03, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4586, top5_acc: 0.6844, loss_cls: 2.4521, loss: 2.4521, grad_norm: 5.2297 2020-07-27 21:29:07,914 - mmaction - INFO - Epoch [147][1280/3757] lr: 8.548e-03, eta: 21:58:50, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4320, top5_acc: 0.6711, loss_cls: 2.5024, loss: 2.5024, grad_norm: 5.2572 2020-07-27 21:29:19,290 - mmaction - INFO - Epoch [147][1300/3757] lr: 8.548e-03, eta: 21:58:37, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4320, top5_acc: 0.6766, loss_cls: 2.5046, loss: 2.5046, grad_norm: 5.2344 2020-07-27 21:29:30,656 - mmaction - INFO - Epoch [147][1320/3757] lr: 8.548e-03, eta: 21:58:24, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4555, top5_acc: 0.7000, loss_cls: 2.3948, loss: 2.3948, grad_norm: 5.2420 2020-07-27 21:29:42,541 - mmaction - INFO - Epoch [147][1340/3757] lr: 8.548e-03, eta: 21:58:12, time: 0.594, data_time: 0.030, memory: 5232, top1_acc: 0.4414, top5_acc: 0.6813, loss_cls: 2.5151, loss: 2.5151, grad_norm: 5.4133 2020-07-27 21:29:54,012 - mmaction - INFO - Epoch [147][1360/3757] lr: 8.548e-03, eta: 21:57:59, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4719, top5_acc: 0.6992, loss_cls: 2.4190, loss: 2.4190, grad_norm: 5.2155 2020-07-27 21:30:05,467 - mmaction - INFO - Epoch [147][1380/3757] lr: 8.548e-03, eta: 21:57:46, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4242, top5_acc: 0.6633, loss_cls: 2.5582, loss: 2.5582, grad_norm: 5.3204 2020-07-27 21:30:16,910 - mmaction - INFO - Epoch [147][1400/3757] lr: 8.548e-03, eta: 21:57:33, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4578, top5_acc: 0.6805, loss_cls: 2.4551, loss: 2.4551, grad_norm: 5.2020 2020-07-27 21:30:28,294 - mmaction - INFO - Epoch [147][1420/3757] lr: 8.548e-03, eta: 21:57:20, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4594, top5_acc: 0.6711, loss_cls: 2.4832, loss: 2.4832, grad_norm: 5.2708 2020-07-27 21:30:39,713 - mmaction - INFO - Epoch [147][1440/3757] lr: 8.548e-03, eta: 21:57:07, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4688, top5_acc: 0.7031, loss_cls: 2.3721, loss: 2.3721, grad_norm: 5.2268 2020-07-27 21:30:51,162 - mmaction - INFO - Epoch [147][1460/3757] lr: 8.548e-03, eta: 21:56:55, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4227, top5_acc: 0.6711, loss_cls: 2.5179, loss: 2.5179, grad_norm: 5.4554 2020-07-27 21:31:02,435 - mmaction - INFO - Epoch [147][1480/3757] lr: 8.548e-03, eta: 21:56:42, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.4391, top5_acc: 0.6852, loss_cls: 2.4679, loss: 2.4679, grad_norm: 5.3474 2020-07-27 21:31:13,884 - mmaction - INFO - Epoch [147][1500/3757] lr: 8.548e-03, eta: 21:56:29, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4500, top5_acc: 0.6781, loss_cls: 2.4670, loss: 2.4670, grad_norm: 5.2473 2020-07-27 21:31:25,303 - mmaction - INFO - Epoch [147][1520/3757] lr: 8.548e-03, eta: 21:56:16, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4484, top5_acc: 0.6734, loss_cls: 2.4736, loss: 2.4736, grad_norm: 5.3215 2020-07-27 21:31:36,657 - mmaction - INFO - Epoch [147][1540/3757] lr: 8.548e-03, eta: 21:56:03, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4484, top5_acc: 0.6797, loss_cls: 2.4273, loss: 2.4273, grad_norm: 5.4132 2020-07-27 21:31:48,140 - mmaction - INFO - Epoch [147][1560/3757] lr: 8.548e-03, eta: 21:55:50, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4422, top5_acc: 0.6867, loss_cls: 2.4510, loss: 2.4510, grad_norm: 5.2923 2020-07-27 21:31:59,603 - mmaction - INFO - Epoch [147][1580/3757] lr: 8.548e-03, eta: 21:55:38, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4469, top5_acc: 0.6789, loss_cls: 2.5238, loss: 2.5238, grad_norm: 5.4009 2020-07-27 21:32:11,046 - mmaction - INFO - Epoch [147][1600/3757] lr: 8.548e-03, eta: 21:55:25, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4313, top5_acc: 0.6930, loss_cls: 2.4738, loss: 2.4738, grad_norm: 5.4810 2020-07-27 21:32:22,542 - mmaction - INFO - Epoch [147][1620/3757] lr: 8.548e-03, eta: 21:55:12, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.4336, top5_acc: 0.6766, loss_cls: 2.5195, loss: 2.5195, grad_norm: 5.2890 2020-07-27 21:32:33,907 - mmaction - INFO - Epoch [147][1640/3757] lr: 8.548e-03, eta: 21:54:59, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4586, top5_acc: 0.6836, loss_cls: 2.4538, loss: 2.4538, grad_norm: 5.2387 2020-07-27 21:32:45,240 - mmaction - INFO - Epoch [147][1660/3757] lr: 8.548e-03, eta: 21:54:46, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4633, top5_acc: 0.6898, loss_cls: 2.4138, loss: 2.4138, grad_norm: 5.3775 2020-07-27 21:32:56,635 - mmaction - INFO - Epoch [147][1680/3757] lr: 8.548e-03, eta: 21:54:33, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4305, top5_acc: 0.6828, loss_cls: 2.4768, loss: 2.4768, grad_norm: 5.4263 2020-07-27 21:33:08,024 - mmaction - INFO - Epoch [147][1700/3757] lr: 8.548e-03, eta: 21:54:20, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4281, top5_acc: 0.6805, loss_cls: 2.4610, loss: 2.4610, grad_norm: 5.3291 2020-07-27 21:33:19,387 - mmaction - INFO - Epoch [147][1720/3757] lr: 8.548e-03, eta: 21:54:08, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4109, top5_acc: 0.6617, loss_cls: 2.5546, loss: 2.5546, grad_norm: 5.2519 2020-07-27 21:33:30,867 - mmaction - INFO - Epoch [147][1740/3757] lr: 8.548e-03, eta: 21:53:55, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4320, top5_acc: 0.6500, loss_cls: 2.6258, loss: 2.6258, grad_norm: 5.4869 2020-07-27 21:33:42,365 - mmaction - INFO - Epoch [147][1760/3757] lr: 8.548e-03, eta: 21:53:42, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4617, top5_acc: 0.7133, loss_cls: 2.3334, loss: 2.3334, grad_norm: 5.0064 2020-07-27 21:33:53,699 - mmaction - INFO - Epoch [147][1780/3757] lr: 8.548e-03, eta: 21:53:29, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.4375, top5_acc: 0.6727, loss_cls: 2.5157, loss: 2.5157, grad_norm: 5.1908 2020-07-27 21:34:05,153 - mmaction - INFO - Epoch [147][1800/3757] lr: 8.548e-03, eta: 21:53:16, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4375, top5_acc: 0.6703, loss_cls: 2.5126, loss: 2.5126, grad_norm: 5.3912 2020-07-27 21:34:16,655 - mmaction - INFO - Epoch [147][1820/3757] lr: 8.548e-03, eta: 21:53:03, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.4664, top5_acc: 0.6867, loss_cls: 2.4179, loss: 2.4179, grad_norm: 5.2271 2020-07-27 21:34:28,155 - mmaction - INFO - Epoch [147][1840/3757] lr: 8.548e-03, eta: 21:52:51, time: 0.575, data_time: 0.014, memory: 5232, top1_acc: 0.4375, top5_acc: 0.6781, loss_cls: 2.5411, loss: 2.5411, grad_norm: 5.4880 2020-07-27 21:34:39,611 - mmaction - INFO - Epoch [147][1860/3757] lr: 8.548e-03, eta: 21:52:38, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4352, top5_acc: 0.6758, loss_cls: 2.5115, loss: 2.5115, grad_norm: 5.4443 2020-07-27 21:34:51,039 - mmaction - INFO - Epoch [147][1880/3757] lr: 8.548e-03, eta: 21:52:25, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4445, top5_acc: 0.6898, loss_cls: 2.4446, loss: 2.4446, grad_norm: 5.3551 2020-07-27 21:35:02,561 - mmaction - INFO - Epoch [147][1900/3757] lr: 8.548e-03, eta: 21:52:12, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4391, top5_acc: 0.6711, loss_cls: 2.5391, loss: 2.5391, grad_norm: 5.2766 2020-07-27 21:35:13,816 - mmaction - INFO - Epoch [147][1920/3757] lr: 8.548e-03, eta: 21:51:59, time: 0.563, data_time: 0.001, memory: 5232, top1_acc: 0.4336, top5_acc: 0.6922, loss_cls: 2.5022, loss: 2.5022, grad_norm: 5.1703 2020-07-27 21:35:25,342 - mmaction - INFO - Epoch [147][1940/3757] lr: 8.548e-03, eta: 21:51:46, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4445, top5_acc: 0.6602, loss_cls: 2.6154, loss: 2.6154, grad_norm: 5.4725 2020-07-27 21:35:36,682 - mmaction - INFO - Epoch [147][1960/3757] lr: 8.548e-03, eta: 21:51:34, time: 0.567, data_time: 0.001, memory: 5232, top1_acc: 0.4531, top5_acc: 0.6813, loss_cls: 2.4788, loss: 2.4788, grad_norm: 5.1663 2020-07-27 21:35:48,196 - mmaction - INFO - Epoch [147][1980/3757] lr: 8.548e-03, eta: 21:51:21, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4508, top5_acc: 0.6922, loss_cls: 2.4377, loss: 2.4377, grad_norm: 5.1927 2020-07-27 21:35:59,599 - mmaction - INFO - Epoch [147][2000/3757] lr: 8.548e-03, eta: 21:51:08, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4422, top5_acc: 0.6648, loss_cls: 2.5039, loss: 2.5039, grad_norm: 5.3239 2020-07-27 21:36:11,113 - mmaction - INFO - Epoch [147][2020/3757] lr: 8.548e-03, eta: 21:50:55, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4437, top5_acc: 0.6937, loss_cls: 2.4978, loss: 2.4978, grad_norm: 5.4088 2020-07-27 21:36:22,525 - mmaction - INFO - Epoch [147][2040/3757] lr: 8.548e-03, eta: 21:50:42, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4344, top5_acc: 0.6797, loss_cls: 2.5270, loss: 2.5270, grad_norm: 5.3674 2020-07-27 21:36:33,989 - mmaction - INFO - Epoch [147][2060/3757] lr: 8.548e-03, eta: 21:50:29, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4500, top5_acc: 0.6844, loss_cls: 2.4735, loss: 2.4735, grad_norm: 5.1697 2020-07-27 21:36:45,519 - mmaction - INFO - Epoch [147][2080/3757] lr: 8.548e-03, eta: 21:50:17, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.4523, top5_acc: 0.6961, loss_cls: 2.4465, loss: 2.4465, grad_norm: 5.2253 2020-07-27 21:36:56,830 - mmaction - INFO - Epoch [147][2100/3757] lr: 8.548e-03, eta: 21:50:04, time: 0.566, data_time: 0.001, memory: 5232, top1_acc: 0.4516, top5_acc: 0.6867, loss_cls: 2.4461, loss: 2.4461, grad_norm: 5.2696 2020-07-27 21:37:08,211 - mmaction - INFO - Epoch [147][2120/3757] lr: 8.548e-03, eta: 21:49:51, time: 0.569, data_time: 0.005, memory: 5232, top1_acc: 0.4273, top5_acc: 0.6781, loss_cls: 2.5235, loss: 2.5235, grad_norm: 5.5011 2020-07-27 21:37:19,607 - mmaction - INFO - Epoch [147][2140/3757] lr: 8.548e-03, eta: 21:49:38, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4445, top5_acc: 0.6781, loss_cls: 2.4487, loss: 2.4487, grad_norm: 5.2264 2020-07-27 21:37:31,067 - mmaction - INFO - Epoch [147][2160/3757] lr: 8.548e-03, eta: 21:49:25, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4477, top5_acc: 0.6781, loss_cls: 2.4826, loss: 2.4826, grad_norm: 5.2123 2020-07-27 21:37:42,468 - mmaction - INFO - Epoch [147][2180/3757] lr: 8.548e-03, eta: 21:49:12, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4375, top5_acc: 0.6859, loss_cls: 2.4483, loss: 2.4483, grad_norm: 5.2866 2020-07-27 21:37:53,925 - mmaction - INFO - Epoch [147][2200/3757] lr: 8.548e-03, eta: 21:49:00, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4437, top5_acc: 0.6945, loss_cls: 2.4482, loss: 2.4482, grad_norm: 5.3183 2020-07-27 21:38:05,337 - mmaction - INFO - Epoch [147][2220/3757] lr: 8.548e-03, eta: 21:48:47, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4469, top5_acc: 0.6687, loss_cls: 2.5142, loss: 2.5142, grad_norm: 5.3557 2020-07-27 21:38:16,783 - mmaction - INFO - Epoch [147][2240/3757] lr: 8.548e-03, eta: 21:48:34, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4391, top5_acc: 0.6945, loss_cls: 2.4013, loss: 2.4013, grad_norm: 5.1362 2020-07-27 21:38:28,158 - mmaction - INFO - Epoch [147][2260/3757] lr: 8.548e-03, eta: 21:48:21, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4039, top5_acc: 0.6562, loss_cls: 2.6749, loss: 2.6749, grad_norm: 5.6253 2020-07-27 21:38:39,484 - mmaction - INFO - Epoch [147][2280/3757] lr: 8.548e-03, eta: 21:48:08, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4406, top5_acc: 0.6891, loss_cls: 2.4525, loss: 2.4525, grad_norm: 5.2544 2020-07-27 21:38:50,879 - mmaction - INFO - Epoch [147][2300/3757] lr: 8.548e-03, eta: 21:47:55, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4430, top5_acc: 0.6836, loss_cls: 2.4350, loss: 2.4350, grad_norm: 5.2176 2020-07-27 21:39:02,281 - mmaction - INFO - Epoch [147][2320/3757] lr: 8.548e-03, eta: 21:47:42, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4281, top5_acc: 0.6672, loss_cls: 2.5271, loss: 2.5271, grad_norm: 5.2478 2020-07-27 21:39:13,627 - mmaction - INFO - Epoch [147][2340/3757] lr: 8.548e-03, eta: 21:47:30, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4320, top5_acc: 0.6844, loss_cls: 2.4945, loss: 2.4945, grad_norm: 5.3518 2020-07-27 21:39:24,955 - mmaction - INFO - Epoch [147][2360/3757] lr: 8.548e-03, eta: 21:47:17, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4539, top5_acc: 0.6898, loss_cls: 2.4586, loss: 2.4586, grad_norm: 5.5134 2020-07-27 21:39:36,341 - mmaction - INFO - Epoch [147][2380/3757] lr: 8.548e-03, eta: 21:47:04, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4227, top5_acc: 0.6461, loss_cls: 2.5848, loss: 2.5848, grad_norm: 5.4344 2020-07-27 21:39:47,769 - mmaction - INFO - Epoch [147][2400/3757] lr: 8.548e-03, eta: 21:46:51, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4328, top5_acc: 0.6773, loss_cls: 2.5557, loss: 2.5557, grad_norm: 5.4320 2020-07-27 21:39:59,307 - mmaction - INFO - Epoch [147][2420/3757] lr: 8.548e-03, eta: 21:46:38, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.4289, top5_acc: 0.6500, loss_cls: 2.5878, loss: 2.5878, grad_norm: 5.3138 2020-07-27 21:40:10,812 - mmaction - INFO - Epoch [147][2440/3757] lr: 8.548e-03, eta: 21:46:25, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4570, top5_acc: 0.6695, loss_cls: 2.4871, loss: 2.4871, grad_norm: 5.3145 2020-07-27 21:40:22,280 - mmaction - INFO - Epoch [147][2460/3757] lr: 8.548e-03, eta: 21:46:13, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4211, top5_acc: 0.6703, loss_cls: 2.5664, loss: 2.5664, grad_norm: 5.2420 2020-07-27 21:40:33,727 - mmaction - INFO - Epoch [147][2480/3757] lr: 8.548e-03, eta: 21:46:00, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4242, top5_acc: 0.6664, loss_cls: 2.5225, loss: 2.5225, grad_norm: 5.1433 2020-07-27 21:40:45,245 - mmaction - INFO - Epoch [147][2500/3757] lr: 8.548e-03, eta: 21:45:47, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4484, top5_acc: 0.6875, loss_cls: 2.4869, loss: 2.4869, grad_norm: 5.2809 2020-07-27 21:40:56,729 - mmaction - INFO - Epoch [147][2520/3757] lr: 8.548e-03, eta: 21:45:34, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4570, top5_acc: 0.6898, loss_cls: 2.4015, loss: 2.4015, grad_norm: 5.0985 2020-07-27 21:41:08,097 - mmaction - INFO - Epoch [147][2540/3757] lr: 8.548e-03, eta: 21:45:21, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4469, top5_acc: 0.7031, loss_cls: 2.4161, loss: 2.4161, grad_norm: 5.2604 2020-07-27 21:41:19,424 - mmaction - INFO - Epoch [147][2560/3757] lr: 8.548e-03, eta: 21:45:08, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4328, top5_acc: 0.6945, loss_cls: 2.4528, loss: 2.4528, grad_norm: 5.2297 2020-07-27 21:41:30,948 - mmaction - INFO - Epoch [147][2580/3757] lr: 8.548e-03, eta: 21:44:56, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4453, top5_acc: 0.6641, loss_cls: 2.5422, loss: 2.5422, grad_norm: 5.3452 2020-07-27 21:41:42,330 - mmaction - INFO - Epoch [147][2600/3757] lr: 8.548e-03, eta: 21:44:43, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4383, top5_acc: 0.6648, loss_cls: 2.4665, loss: 2.4665, grad_norm: 5.2302 2020-07-27 21:41:53,821 - mmaction - INFO - Epoch [147][2620/3757] lr: 8.548e-03, eta: 21:44:30, time: 0.575, data_time: 0.002, memory: 5232, top1_acc: 0.4055, top5_acc: 0.6547, loss_cls: 2.6423, loss: 2.6423, grad_norm: 5.4811 2020-07-27 21:42:05,208 - mmaction - INFO - Epoch [147][2640/3757] lr: 8.548e-03, eta: 21:44:17, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4398, top5_acc: 0.6914, loss_cls: 2.5082, loss: 2.5082, grad_norm: 5.4234 2020-07-27 21:42:16,662 - mmaction - INFO - Epoch [147][2660/3757] lr: 8.548e-03, eta: 21:44:04, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4469, top5_acc: 0.6789, loss_cls: 2.5170, loss: 2.5170, grad_norm: 5.4951 2020-07-27 21:42:28,022 - mmaction - INFO - Epoch [147][2680/3757] lr: 8.548e-03, eta: 21:43:51, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4586, top5_acc: 0.6844, loss_cls: 2.4662, loss: 2.4662, grad_norm: 5.3979 2020-07-27 21:42:39,405 - mmaction - INFO - Epoch [147][2700/3757] lr: 8.548e-03, eta: 21:43:39, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4500, top5_acc: 0.6867, loss_cls: 2.4354, loss: 2.4354, grad_norm: 5.2216 2020-07-27 21:42:50,853 - mmaction - INFO - Epoch [147][2720/3757] lr: 8.548e-03, eta: 21:43:26, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4555, top5_acc: 0.7078, loss_cls: 2.4102, loss: 2.4102, grad_norm: 5.1758 2020-07-27 21:43:03,235 - mmaction - INFO - Epoch [147][2740/3757] lr: 8.548e-03, eta: 21:43:13, time: 0.620, data_time: 0.054, memory: 5232, top1_acc: 0.4672, top5_acc: 0.6813, loss_cls: 2.4359, loss: 2.4359, grad_norm: 5.3209 2020-07-27 21:43:14,622 - mmaction - INFO - Epoch [147][2760/3757] lr: 8.548e-03, eta: 21:43:00, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4055, top5_acc: 0.6633, loss_cls: 2.5624, loss: 2.5624, grad_norm: 5.5536 2020-07-27 21:43:26,066 - mmaction - INFO - Epoch [147][2780/3757] lr: 8.548e-03, eta: 21:42:48, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4195, top5_acc: 0.6539, loss_cls: 2.5814, loss: 2.5814, grad_norm: 5.3680 2020-07-27 21:43:37,650 - mmaction - INFO - Epoch [147][2800/3757] lr: 8.548e-03, eta: 21:42:35, time: 0.580, data_time: 0.004, memory: 5232, top1_acc: 0.4336, top5_acc: 0.6656, loss_cls: 2.5756, loss: 2.5756, grad_norm: 5.4032 2020-07-27 21:43:48,903 - mmaction - INFO - Epoch [147][2820/3757] lr: 8.548e-03, eta: 21:42:22, time: 0.562, data_time: 0.001, memory: 5232, top1_acc: 0.4562, top5_acc: 0.6922, loss_cls: 2.3737, loss: 2.3737, grad_norm: 5.2110 2020-07-27 21:44:00,275 - mmaction - INFO - Epoch [147][2840/3757] lr: 8.548e-03, eta: 21:42:09, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4313, top5_acc: 0.6758, loss_cls: 2.5146, loss: 2.5146, grad_norm: 5.4031 2020-07-27 21:44:11,698 - mmaction - INFO - Epoch [147][2860/3757] lr: 8.548e-03, eta: 21:41:56, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4109, top5_acc: 0.6539, loss_cls: 2.5744, loss: 2.5744, grad_norm: 5.3589 2020-07-27 21:44:23,187 - mmaction - INFO - Epoch [147][2880/3757] lr: 8.548e-03, eta: 21:41:43, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4336, top5_acc: 0.6641, loss_cls: 2.5397, loss: 2.5397, grad_norm: 5.3995 2020-07-27 21:44:34,517 - mmaction - INFO - Epoch [147][2900/3757] lr: 8.548e-03, eta: 21:41:31, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4539, top5_acc: 0.6852, loss_cls: 2.4896, loss: 2.4896, grad_norm: 5.2765 2020-07-27 21:44:45,926 - mmaction - INFO - Epoch [147][2920/3757] lr: 8.548e-03, eta: 21:41:18, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.4219, top5_acc: 0.6664, loss_cls: 2.5607, loss: 2.5607, grad_norm: 5.3051 2020-07-27 21:44:57,332 - mmaction - INFO - Epoch [147][2940/3757] lr: 8.548e-03, eta: 21:41:05, time: 0.571, data_time: 0.008, memory: 5232, top1_acc: 0.4281, top5_acc: 0.6797, loss_cls: 2.5339, loss: 2.5339, grad_norm: 5.2915 2020-07-27 21:45:08,675 - mmaction - INFO - Epoch [147][2960/3757] lr: 8.548e-03, eta: 21:40:52, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4484, top5_acc: 0.6906, loss_cls: 2.4661, loss: 2.4661, grad_norm: 5.3336 2020-07-27 21:45:20,085 - mmaction - INFO - Epoch [147][2980/3757] lr: 8.548e-03, eta: 21:40:39, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.4367, top5_acc: 0.6781, loss_cls: 2.5315, loss: 2.5315, grad_norm: 5.3453 2020-07-27 21:45:31,507 - mmaction - INFO - Epoch [147][3000/3757] lr: 8.548e-03, eta: 21:40:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4375, top5_acc: 0.6672, loss_cls: 2.5430, loss: 2.5430, grad_norm: 5.3580 2020-07-27 21:45:42,913 - mmaction - INFO - Epoch [147][3020/3757] lr: 8.548e-03, eta: 21:40:13, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4453, top5_acc: 0.6961, loss_cls: 2.4726, loss: 2.4726, grad_norm: 5.3124 2020-07-27 21:45:54,257 - mmaction - INFO - Epoch [147][3040/3757] lr: 8.548e-03, eta: 21:40:01, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.4523, top5_acc: 0.6836, loss_cls: 2.4606, loss: 2.4606, grad_norm: 5.1135 2020-07-27 21:46:05,589 - mmaction - INFO - Epoch [147][3060/3757] lr: 8.548e-03, eta: 21:39:48, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4391, top5_acc: 0.6734, loss_cls: 2.5450, loss: 2.5450, grad_norm: 5.2787 2020-07-27 21:46:16,968 - mmaction - INFO - Epoch [147][3080/3757] lr: 8.548e-03, eta: 21:39:35, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4313, top5_acc: 0.6805, loss_cls: 2.4969, loss: 2.4969, grad_norm: 5.2416 2020-07-27 21:46:28,386 - mmaction - INFO - Epoch [147][3100/3757] lr: 8.548e-03, eta: 21:39:22, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.4453, top5_acc: 0.6742, loss_cls: 2.4790, loss: 2.4790, grad_norm: 5.1062 2020-07-27 21:46:39,844 - mmaction - INFO - Epoch [147][3120/3757] lr: 8.548e-03, eta: 21:39:09, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4680, top5_acc: 0.6984, loss_cls: 2.3147, loss: 2.3147, grad_norm: 5.0927 2020-07-27 21:46:55,378 - mmaction - INFO - Epoch [147][3140/3757] lr: 8.548e-03, eta: 21:38:58, time: 0.777, data_time: 0.179, memory: 5232, top1_acc: 0.4445, top5_acc: 0.6805, loss_cls: 2.4562, loss: 2.4562, grad_norm: 5.2343 2020-07-27 21:47:11,549 - mmaction - INFO - Epoch [147][3160/3757] lr: 8.548e-03, eta: 21:38:46, time: 0.808, data_time: 0.245, memory: 5232, top1_acc: 0.4633, top5_acc: 0.6992, loss_cls: 2.4510, loss: 2.4510, grad_norm: 5.2681 2020-07-27 21:47:27,023 - mmaction - INFO - Epoch [147][3180/3757] lr: 8.548e-03, eta: 21:38:35, time: 0.774, data_time: 0.140, memory: 5232, top1_acc: 0.4484, top5_acc: 0.6727, loss_cls: 2.5286, loss: 2.5286, grad_norm: 5.4371 2020-07-27 21:47:43,146 - mmaction - INFO - Epoch [147][3200/3757] lr: 8.548e-03, eta: 21:38:23, time: 0.806, data_time: 0.235, memory: 5232, top1_acc: 0.4547, top5_acc: 0.6750, loss_cls: 2.5726, loss: 2.5726, grad_norm: 5.5498 2020-07-27 21:47:54,563 - mmaction - INFO - Epoch [147][3220/3757] lr: 8.548e-03, eta: 21:38:10, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4250, top5_acc: 0.6695, loss_cls: 2.5494, loss: 2.5494, grad_norm: 5.2782 2020-07-27 21:48:05,990 - mmaction - INFO - Epoch [147][3240/3757] lr: 8.548e-03, eta: 21:37:57, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4656, top5_acc: 0.7023, loss_cls: 2.3779, loss: 2.3779, grad_norm: 5.1891 2020-07-27 21:48:17,436 - mmaction - INFO - Epoch [147][3260/3757] lr: 8.548e-03, eta: 21:37:45, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4484, top5_acc: 0.6836, loss_cls: 2.4964, loss: 2.4964, grad_norm: 5.3440 2020-07-27 21:48:28,889 - mmaction - INFO - Epoch [147][3280/3757] lr: 8.548e-03, eta: 21:37:32, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.4570, top5_acc: 0.6867, loss_cls: 2.4192, loss: 2.4192, grad_norm: 5.3280 2020-07-27 21:48:40,804 - mmaction - INFO - Epoch [147][3300/3757] lr: 8.548e-03, eta: 21:37:19, time: 0.596, data_time: 0.027, memory: 5232, top1_acc: 0.4219, top5_acc: 0.6617, loss_cls: 2.6133, loss: 2.6133, grad_norm: 5.5085 2020-07-27 21:48:52,281 - mmaction - INFO - Epoch [147][3320/3757] lr: 8.548e-03, eta: 21:37:06, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4250, top5_acc: 0.6719, loss_cls: 2.5772, loss: 2.5772, grad_norm: 5.4523 2020-07-27 21:49:03,666 - mmaction - INFO - Epoch [147][3340/3757] lr: 8.548e-03, eta: 21:36:53, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4336, top5_acc: 0.6570, loss_cls: 2.5596, loss: 2.5596, grad_norm: 5.4281 2020-07-27 21:49:15,100 - mmaction - INFO - Epoch [147][3360/3757] lr: 8.548e-03, eta: 21:36:41, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4547, top5_acc: 0.6766, loss_cls: 2.4802, loss: 2.4802, grad_norm: 5.2891 2020-07-27 21:49:26,483 - mmaction - INFO - Epoch [147][3380/3757] lr: 8.548e-03, eta: 21:36:28, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4313, top5_acc: 0.6570, loss_cls: 2.5725, loss: 2.5725, grad_norm: 5.3602 2020-07-27 21:49:37,899 - mmaction - INFO - Epoch [147][3400/3757] lr: 8.548e-03, eta: 21:36:15, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4000, top5_acc: 0.6297, loss_cls: 2.7361, loss: 2.7361, grad_norm: 5.4733 2020-07-27 21:49:49,634 - mmaction - INFO - Epoch [147][3420/3757] lr: 8.548e-03, eta: 21:36:02, time: 0.587, data_time: 0.019, memory: 5232, top1_acc: 0.4437, top5_acc: 0.6719, loss_cls: 2.5131, loss: 2.5131, grad_norm: 5.3659 2020-07-27 21:50:01,150 - mmaction - INFO - Epoch [147][3440/3757] lr: 8.548e-03, eta: 21:35:49, time: 0.575, data_time: 0.005, memory: 5232, top1_acc: 0.4758, top5_acc: 0.7016, loss_cls: 2.3833, loss: 2.3833, grad_norm: 5.2284 2020-07-27 21:50:12,597 - mmaction - INFO - Epoch [147][3460/3757] lr: 8.548e-03, eta: 21:35:37, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4711, top5_acc: 0.6992, loss_cls: 2.4129, loss: 2.4129, grad_norm: 5.3547 2020-07-27 21:50:24,015 - mmaction - INFO - Epoch [147][3480/3757] lr: 8.548e-03, eta: 21:35:24, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4188, top5_acc: 0.6555, loss_cls: 2.5995, loss: 2.5995, grad_norm: 5.4498 2020-07-27 21:50:35,471 - mmaction - INFO - Epoch [147][3500/3757] lr: 8.548e-03, eta: 21:35:11, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4383, top5_acc: 0.6766, loss_cls: 2.5092, loss: 2.5092, grad_norm: 5.4170 2020-07-27 21:50:46,815 - mmaction - INFO - Epoch [147][3520/3757] lr: 8.548e-03, eta: 21:34:58, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.4406, top5_acc: 0.6734, loss_cls: 2.5131, loss: 2.5131, grad_norm: 5.3437 2020-07-27 21:50:58,229 - mmaction - INFO - Epoch [147][3540/3757] lr: 8.548e-03, eta: 21:34:45, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4273, top5_acc: 0.6969, loss_cls: 2.5018, loss: 2.5018, grad_norm: 5.4204 2020-07-27 21:51:10,606 - mmaction - INFO - Epoch [147][3560/3757] lr: 8.548e-03, eta: 21:34:33, time: 0.618, data_time: 0.003, memory: 5232, top1_acc: 0.4594, top5_acc: 0.6875, loss_cls: 2.4271, loss: 2.4271, grad_norm: 5.2218 2020-07-27 21:51:24,095 - mmaction - INFO - Epoch [147][3580/3757] lr: 8.548e-03, eta: 21:34:20, time: 0.675, data_time: 0.003, memory: 5232, top1_acc: 0.4359, top5_acc: 0.6508, loss_cls: 2.5747, loss: 2.5747, grad_norm: 5.2637 2020-07-27 21:51:35,604 - mmaction - INFO - Epoch [147][3600/3757] lr: 8.548e-03, eta: 21:34:08, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4211, top5_acc: 0.6711, loss_cls: 2.5579, loss: 2.5579, grad_norm: 5.3784 2020-07-27 21:51:47,044 - mmaction - INFO - Epoch [147][3620/3757] lr: 8.548e-03, eta: 21:33:55, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4453, top5_acc: 0.6758, loss_cls: 2.4793, loss: 2.4793, grad_norm: 5.3400 2020-07-27 21:51:58,426 - mmaction - INFO - Epoch [147][3640/3757] lr: 8.548e-03, eta: 21:33:42, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4164, top5_acc: 0.6508, loss_cls: 2.5943, loss: 2.5943, grad_norm: 5.3608 2020-07-27 21:52:09,769 - mmaction - INFO - Epoch [147][3660/3757] lr: 8.548e-03, eta: 21:33:29, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4594, top5_acc: 0.6937, loss_cls: 2.4470, loss: 2.4470, grad_norm: 5.1789 2020-07-27 21:52:21,178 - mmaction - INFO - Epoch [147][3680/3757] lr: 8.548e-03, eta: 21:33:16, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4508, top5_acc: 0.6914, loss_cls: 2.4798, loss: 2.4798, grad_norm: 5.3183 2020-07-27 21:52:32,539 - mmaction - INFO - Epoch [147][3700/3757] lr: 8.548e-03, eta: 21:33:03, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4313, top5_acc: 0.6750, loss_cls: 2.5118, loss: 2.5118, grad_norm: 5.2949 2020-07-27 21:52:43,941 - mmaction - INFO - Epoch [147][3720/3757] lr: 8.548e-03, eta: 21:32:51, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4578, top5_acc: 0.6648, loss_cls: 2.5563, loss: 2.5563, grad_norm: 5.2226 2020-07-27 21:52:55,373 - mmaction - INFO - Epoch [147][3740/3757] lr: 8.548e-03, eta: 21:32:38, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4508, top5_acc: 0.6852, loss_cls: 2.4710, loss: 2.4710, grad_norm: 5.2343 2020-07-27 21:57:20,947 - mmaction - INFO - Epoch [148][20/3757] lr: 8.066e-03, eta: 21:33:20, time: 12.202, data_time: 11.475, memory: 5232, top1_acc: 0.4586, top5_acc: 0.7180, loss_cls: 2.3649, loss: 2.3649, grad_norm: 5.3644 2020-07-27 21:57:35,190 - mmaction - INFO - Epoch [148][40/3757] lr: 8.066e-03, eta: 21:33:08, time: 0.717, data_time: 0.009, memory: 5232, top1_acc: 0.4234, top5_acc: 0.6687, loss_cls: 2.5607, loss: 2.5607, grad_norm: 5.3881 2020-07-27 21:57:48,048 - mmaction - INFO - Epoch [148][60/3757] lr: 8.066e-03, eta: 21:32:55, time: 0.643, data_time: 0.003, memory: 5232, top1_acc: 0.4477, top5_acc: 0.6953, loss_cls: 2.4107, loss: 2.4107, grad_norm: 5.2380 2020-07-27 21:57:59,404 - mmaction - INFO - Epoch [148][80/3757] lr: 8.066e-03, eta: 21:32:42, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4547, top5_acc: 0.6828, loss_cls: 2.4918, loss: 2.4918, grad_norm: 5.3317 2020-07-27 21:58:10,758 - mmaction - INFO - Epoch [148][100/3757] lr: 8.066e-03, eta: 21:32:30, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4633, top5_acc: 0.6898, loss_cls: 2.3996, loss: 2.3996, grad_norm: 5.3105 2020-07-27 21:58:34,616 - mmaction - INFO - Epoch [148][120/3757] lr: 8.066e-03, eta: 21:32:20, time: 1.193, data_time: 0.063, memory: 5232, top1_acc: 0.4664, top5_acc: 0.6898, loss_cls: 2.4100, loss: 2.4100, grad_norm: 5.2058 2020-07-27 21:58:47,879 - mmaction - INFO - Epoch [148][140/3757] lr: 8.066e-03, eta: 21:32:08, time: 0.663, data_time: 0.003, memory: 5232, top1_acc: 0.4625, top5_acc: 0.7031, loss_cls: 2.4475, loss: 2.4475, grad_norm: 5.4325 2020-07-27 21:59:00,120 - mmaction - INFO - Epoch [148][160/3757] lr: 8.066e-03, eta: 21:31:56, time: 0.612, data_time: 0.001, memory: 5232, top1_acc: 0.4547, top5_acc: 0.6828, loss_cls: 2.4472, loss: 2.4472, grad_norm: 5.2691 2020-07-27 21:59:13,536 - mmaction - INFO - Epoch [148][180/3757] lr: 8.066e-03, eta: 21:31:43, time: 0.670, data_time: 0.003, memory: 5232, top1_acc: 0.4414, top5_acc: 0.6828, loss_cls: 2.4587, loss: 2.4587, grad_norm: 5.4528 2020-07-27 21:59:24,908 - mmaction - INFO - Epoch [148][200/3757] lr: 8.066e-03, eta: 21:31:30, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4164, top5_acc: 0.6703, loss_cls: 2.5263, loss: 2.5263, grad_norm: 5.4361 2020-07-27 21:59:37,432 - mmaction - INFO - Epoch [148][220/3757] lr: 8.066e-03, eta: 21:31:18, time: 0.626, data_time: 0.003, memory: 5232, top1_acc: 0.4477, top5_acc: 0.6875, loss_cls: 2.4459, loss: 2.4459, grad_norm: 5.3379 2020-07-27 21:59:49,908 - mmaction - INFO - Epoch [148][240/3757] lr: 8.066e-03, eta: 21:31:05, time: 0.624, data_time: 0.003, memory: 5232, top1_acc: 0.4586, top5_acc: 0.6922, loss_cls: 2.4210, loss: 2.4210, grad_norm: 5.3677 2020-07-27 22:00:17,732 - mmaction - INFO - Epoch [148][260/3757] lr: 8.066e-03, eta: 21:30:57, time: 1.386, data_time: 0.003, memory: 5232, top1_acc: 0.4398, top5_acc: 0.6961, loss_cls: 2.4658, loss: 2.4658, grad_norm: 5.3275 2020-07-27 22:00:30,140 - mmaction - INFO - Epoch [148][280/3757] lr: 8.066e-03, eta: 21:30:45, time: 0.626, data_time: 0.008, memory: 5232, top1_acc: 0.4516, top5_acc: 0.6883, loss_cls: 2.4820, loss: 2.4820, grad_norm: 5.4663 2020-07-27 22:00:42,905 - mmaction - INFO - Epoch [148][300/3757] lr: 8.066e-03, eta: 21:30:32, time: 0.638, data_time: 0.002, memory: 5232, top1_acc: 0.4398, top5_acc: 0.6906, loss_cls: 2.4395, loss: 2.4395, grad_norm: 5.2876 2020-07-27 22:00:56,313 - mmaction - INFO - Epoch [148][320/3757] lr: 8.066e-03, eta: 21:30:20, time: 0.670, data_time: 0.003, memory: 5232, top1_acc: 0.4617, top5_acc: 0.7078, loss_cls: 2.3900, loss: 2.3900, grad_norm: 5.2610 2020-07-27 22:01:09,654 - mmaction - INFO - Epoch [148][340/3757] lr: 8.066e-03, eta: 21:30:08, time: 0.667, data_time: 0.055, memory: 5232, top1_acc: 0.4445, top5_acc: 0.6859, loss_cls: 2.4660, loss: 2.4660, grad_norm: 5.4244 2020-07-27 22:01:26,135 - mmaction - INFO - Epoch [148][360/3757] lr: 8.066e-03, eta: 21:29:56, time: 0.824, data_time: 0.003, memory: 5232, top1_acc: 0.4547, top5_acc: 0.7055, loss_cls: 2.4058, loss: 2.4058, grad_norm: 5.4016 2020-07-27 22:01:37,567 - mmaction - INFO - Epoch [148][380/3757] lr: 8.066e-03, eta: 21:29:44, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4320, top5_acc: 0.6773, loss_cls: 2.5447, loss: 2.5447, grad_norm: 5.4821 2020-07-27 22:01:49,935 - mmaction - INFO - Epoch [148][400/3757] lr: 8.066e-03, eta: 21:29:31, time: 0.618, data_time: 0.003, memory: 5232, top1_acc: 0.4789, top5_acc: 0.7109, loss_cls: 2.3092, loss: 2.3092, grad_norm: 5.0651 2020-07-27 22:02:01,500 - mmaction - INFO - Epoch [148][420/3757] lr: 8.066e-03, eta: 21:29:18, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.4641, top5_acc: 0.6937, loss_cls: 2.4180, loss: 2.4180, grad_norm: 5.3514 2020-07-27 22:02:12,866 - mmaction - INFO - Epoch [148][440/3757] lr: 8.066e-03, eta: 21:29:05, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.4375, top5_acc: 0.6703, loss_cls: 2.5555, loss: 2.5555, grad_norm: 5.5007 2020-07-27 22:02:24,264 - mmaction - INFO - Epoch [148][460/3757] lr: 8.066e-03, eta: 21:28:52, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4391, top5_acc: 0.7016, loss_cls: 2.4790, loss: 2.4790, grad_norm: 5.3473 2020-07-27 22:02:35,738 - mmaction - INFO - Epoch [148][480/3757] lr: 8.066e-03, eta: 21:28:40, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4398, top5_acc: 0.6977, loss_cls: 2.4446, loss: 2.4446, grad_norm: 5.5755 2020-07-27 22:02:47,167 - mmaction - INFO - Epoch [148][500/3757] lr: 8.066e-03, eta: 21:28:27, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4297, top5_acc: 0.6789, loss_cls: 2.5018, loss: 2.5018, grad_norm: 5.4402 2020-07-27 22:02:58,567 - mmaction - INFO - Epoch [148][520/3757] lr: 8.066e-03, eta: 21:28:14, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4500, top5_acc: 0.6789, loss_cls: 2.4941, loss: 2.4941, grad_norm: 5.4830 2020-07-27 22:03:10,756 - mmaction - INFO - Epoch [148][540/3757] lr: 8.066e-03, eta: 21:28:01, time: 0.610, data_time: 0.047, memory: 5232, top1_acc: 0.4398, top5_acc: 0.7008, loss_cls: 2.4971, loss: 2.4971, grad_norm: 5.3004 2020-07-27 22:03:22,218 - mmaction - INFO - Epoch [148][560/3757] lr: 8.066e-03, eta: 21:27:49, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4586, top5_acc: 0.6945, loss_cls: 2.4316, loss: 2.4316, grad_norm: 5.3649 2020-07-27 22:03:33,610 - mmaction - INFO - Epoch [148][580/3757] lr: 8.066e-03, eta: 21:27:36, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4422, top5_acc: 0.6648, loss_cls: 2.5326, loss: 2.5326, grad_norm: 5.4194 2020-07-27 22:03:45,033 - mmaction - INFO - Epoch [148][600/3757] lr: 8.066e-03, eta: 21:27:23, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4570, top5_acc: 0.6945, loss_cls: 2.3701, loss: 2.3701, grad_norm: 5.1979 2020-07-27 22:03:56,486 - mmaction - INFO - Epoch [148][620/3757] lr: 8.066e-03, eta: 21:27:10, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4406, top5_acc: 0.6813, loss_cls: 2.4839, loss: 2.4839, grad_norm: 5.3677 2020-07-27 22:04:07,939 - mmaction - INFO - Epoch [148][640/3757] lr: 8.066e-03, eta: 21:26:57, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4359, top5_acc: 0.6922, loss_cls: 2.5063, loss: 2.5063, grad_norm: 5.5751 2020-07-27 22:04:19,723 - mmaction - INFO - Epoch [148][660/3757] lr: 8.066e-03, eta: 21:26:44, time: 0.589, data_time: 0.022, memory: 5232, top1_acc: 0.4320, top5_acc: 0.6937, loss_cls: 2.4775, loss: 2.4775, grad_norm: 5.4687 2020-07-27 22:04:31,121 - mmaction - INFO - Epoch [148][680/3757] lr: 8.066e-03, eta: 21:26:32, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.4609, top5_acc: 0.6922, loss_cls: 2.4013, loss: 2.4013, grad_norm: 5.2544 2020-07-27 22:04:42,537 - mmaction - INFO - Epoch [148][700/3757] lr: 8.066e-03, eta: 21:26:19, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4641, top5_acc: 0.6867, loss_cls: 2.4849, loss: 2.4849, grad_norm: 5.3328 2020-07-27 22:04:53,971 - mmaction - INFO - Epoch [148][720/3757] lr: 8.066e-03, eta: 21:26:06, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4406, top5_acc: 0.6758, loss_cls: 2.5076, loss: 2.5076, grad_norm: 5.4273 2020-07-27 22:05:05,435 - mmaction - INFO - Epoch [148][740/3757] lr: 8.066e-03, eta: 21:25:53, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4289, top5_acc: 0.6836, loss_cls: 2.4851, loss: 2.4851, grad_norm: 5.5030 2020-07-27 22:05:16,856 - mmaction - INFO - Epoch [148][760/3757] lr: 8.066e-03, eta: 21:25:40, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.4406, top5_acc: 0.6891, loss_cls: 2.4762, loss: 2.4762, grad_norm: 5.4881 2020-07-27 22:05:28,241 - mmaction - INFO - Epoch [148][780/3757] lr: 8.066e-03, eta: 21:25:27, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.4492, top5_acc: 0.6805, loss_cls: 2.4429, loss: 2.4429, grad_norm: 5.3253 2020-07-27 22:05:39,829 - mmaction - INFO - Epoch [148][800/3757] lr: 8.066e-03, eta: 21:25:15, time: 0.580, data_time: 0.003, memory: 5232, top1_acc: 0.4461, top5_acc: 0.6875, loss_cls: 2.4105, loss: 2.4105, grad_norm: 5.3177 2020-07-27 22:05:51,328 - mmaction - INFO - Epoch [148][820/3757] lr: 8.066e-03, eta: 21:25:02, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4445, top5_acc: 0.6797, loss_cls: 2.5504, loss: 2.5504, grad_norm: 5.3274 2020-07-27 22:06:02,757 - mmaction - INFO - Epoch [148][840/3757] lr: 8.066e-03, eta: 21:24:49, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4305, top5_acc: 0.6711, loss_cls: 2.5137, loss: 2.5137, grad_norm: 5.2241 2020-07-27 22:06:14,117 - mmaction - INFO - Epoch [148][860/3757] lr: 8.066e-03, eta: 21:24:36, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.4297, top5_acc: 0.6656, loss_cls: 2.5650, loss: 2.5650, grad_norm: 5.4071 2020-07-27 22:06:25,467 - mmaction - INFO - Epoch [148][880/3757] lr: 8.066e-03, eta: 21:24:23, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4680, top5_acc: 0.7148, loss_cls: 2.3868, loss: 2.3868, grad_norm: 5.5029 2020-07-27 22:06:36,876 - mmaction - INFO - Epoch [148][900/3757] lr: 8.066e-03, eta: 21:24:10, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4461, top5_acc: 0.6945, loss_cls: 2.3937, loss: 2.3937, grad_norm: 5.2625 2020-07-27 22:06:48,299 - mmaction - INFO - Epoch [148][920/3757] lr: 8.066e-03, eta: 21:23:58, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4352, top5_acc: 0.6695, loss_cls: 2.5706, loss: 2.5706, grad_norm: 5.6302 2020-07-27 22:06:59,742 - mmaction - INFO - Epoch [148][940/3757] lr: 8.066e-03, eta: 21:23:45, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4648, top5_acc: 0.7031, loss_cls: 2.3434, loss: 2.3434, grad_norm: 5.3647 2020-07-27 22:07:11,103 - mmaction - INFO - Epoch [148][960/3757] lr: 8.066e-03, eta: 21:23:32, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4539, top5_acc: 0.6852, loss_cls: 2.4716, loss: 2.4716, grad_norm: 5.4952 2020-07-27 22:07:22,455 - mmaction - INFO - Epoch [148][980/3757] lr: 8.066e-03, eta: 21:23:19, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4578, top5_acc: 0.6977, loss_cls: 2.4350, loss: 2.4350, grad_norm: 5.3409 2020-07-27 22:07:33,963 - mmaction - INFO - Epoch [148][1000/3757] lr: 8.066e-03, eta: 21:23:06, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4391, top5_acc: 0.6727, loss_cls: 2.5470, loss: 2.5470, grad_norm: 5.5480 2020-07-27 22:07:45,403 - mmaction - INFO - Epoch [148][1020/3757] lr: 8.066e-03, eta: 21:22:53, time: 0.572, data_time: 0.006, memory: 5232, top1_acc: 0.4555, top5_acc: 0.6984, loss_cls: 2.4193, loss: 2.4193, grad_norm: 5.2004 2020-07-27 22:07:57,184 - mmaction - INFO - Epoch [148][1040/3757] lr: 8.066e-03, eta: 21:22:41, time: 0.588, data_time: 0.014, memory: 5232, top1_acc: 0.4758, top5_acc: 0.7102, loss_cls: 2.4050, loss: 2.4050, grad_norm: 5.2081 2020-07-27 22:08:08,973 - mmaction - INFO - Epoch [148][1060/3757] lr: 8.066e-03, eta: 21:22:28, time: 0.589, data_time: 0.023, memory: 5232, top1_acc: 0.4508, top5_acc: 0.6727, loss_cls: 2.5123, loss: 2.5123, grad_norm: 5.4539 2020-07-27 22:08:20,620 - mmaction - INFO - Epoch [148][1080/3757] lr: 8.066e-03, eta: 21:22:15, time: 0.583, data_time: 0.020, memory: 5232, top1_acc: 0.4391, top5_acc: 0.6805, loss_cls: 2.5073, loss: 2.5073, grad_norm: 5.4092 2020-07-27 22:08:32,423 - mmaction - INFO - Epoch [148][1100/3757] lr: 8.066e-03, eta: 21:22:02, time: 0.590, data_time: 0.024, memory: 5232, top1_acc: 0.4469, top5_acc: 0.6734, loss_cls: 2.4778, loss: 2.4778, grad_norm: 5.4431 2020-07-27 22:08:43,949 - mmaction - INFO - Epoch [148][1120/3757] lr: 8.066e-03, eta: 21:21:50, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4430, top5_acc: 0.6789, loss_cls: 2.4847, loss: 2.4847, grad_norm: 5.3933 2020-07-27 22:08:55,304 - mmaction - INFO - Epoch [148][1140/3757] lr: 8.066e-03, eta: 21:21:37, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4297, top5_acc: 0.6906, loss_cls: 2.4858, loss: 2.4858, grad_norm: 5.3443 2020-07-27 22:09:06,893 - mmaction - INFO - Epoch [148][1160/3757] lr: 8.066e-03, eta: 21:21:24, time: 0.579, data_time: 0.012, memory: 5232, top1_acc: 0.4586, top5_acc: 0.6844, loss_cls: 2.4943, loss: 2.4943, grad_norm: 5.4881 2020-07-27 22:09:23,123 - mmaction - INFO - Epoch [148][1180/3757] lr: 8.066e-03, eta: 21:21:12, time: 0.811, data_time: 0.226, memory: 5232, top1_acc: 0.4313, top5_acc: 0.6555, loss_cls: 2.5182, loss: 2.5182, grad_norm: 5.5113 2020-07-27 22:09:34,959 - mmaction - INFO - Epoch [148][1200/3757] lr: 8.066e-03, eta: 21:21:00, time: 0.591, data_time: 0.018, memory: 5232, top1_acc: 0.4656, top5_acc: 0.6930, loss_cls: 2.4338, loss: 2.4338, grad_norm: 5.2588 2020-07-27 22:09:46,724 - mmaction - INFO - Epoch [148][1220/3757] lr: 8.066e-03, eta: 21:20:47, time: 0.589, data_time: 0.024, memory: 5232, top1_acc: 0.4820, top5_acc: 0.7023, loss_cls: 2.3784, loss: 2.3784, grad_norm: 5.1685 2020-07-27 22:09:58,423 - mmaction - INFO - Epoch [148][1240/3757] lr: 8.066e-03, eta: 21:20:34, time: 0.585, data_time: 0.017, memory: 5232, top1_acc: 0.4414, top5_acc: 0.6859, loss_cls: 2.4870, loss: 2.4870, grad_norm: 5.4162 2020-07-27 22:10:10,253 - mmaction - INFO - Epoch [148][1260/3757] lr: 8.066e-03, eta: 21:20:22, time: 0.592, data_time: 0.020, memory: 5232, top1_acc: 0.4313, top5_acc: 0.6836, loss_cls: 2.4973, loss: 2.4973, grad_norm: 5.4781 2020-07-27 22:10:21,918 - mmaction - INFO - Epoch [148][1280/3757] lr: 8.066e-03, eta: 21:20:09, time: 0.583, data_time: 0.019, memory: 5232, top1_acc: 0.4477, top5_acc: 0.6797, loss_cls: 2.4240, loss: 2.4240, grad_norm: 5.2636 2020-07-27 22:10:33,334 - mmaction - INFO - Epoch [148][1300/3757] lr: 8.066e-03, eta: 21:19:56, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4406, top5_acc: 0.6836, loss_cls: 2.4631, loss: 2.4631, grad_norm: 5.4347 2020-07-27 22:10:45,182 - mmaction - INFO - Epoch [148][1320/3757] lr: 8.066e-03, eta: 21:19:43, time: 0.592, data_time: 0.015, memory: 5232, top1_acc: 0.4539, top5_acc: 0.6852, loss_cls: 2.4721, loss: 2.4721, grad_norm: 5.2433 2020-07-27 22:10:57,054 - mmaction - INFO - Epoch [148][1340/3757] lr: 8.066e-03, eta: 21:19:30, time: 0.594, data_time: 0.024, memory: 5232, top1_acc: 0.4250, top5_acc: 0.6539, loss_cls: 2.5761, loss: 2.5761, grad_norm: 5.4124 2020-07-27 22:11:08,922 - mmaction - INFO - Epoch [148][1360/3757] lr: 8.066e-03, eta: 21:19:18, time: 0.593, data_time: 0.022, memory: 5232, top1_acc: 0.4437, top5_acc: 0.6875, loss_cls: 2.5094, loss: 2.5094, grad_norm: 5.4805 2020-07-27 22:11:20,725 - mmaction - INFO - Epoch [148][1380/3757] lr: 8.066e-03, eta: 21:19:05, time: 0.590, data_time: 0.019, memory: 5232, top1_acc: 0.4609, top5_acc: 0.7102, loss_cls: 2.4094, loss: 2.4094, grad_norm: 5.4230 2020-07-27 22:11:32,165 - mmaction - INFO - Epoch [148][1400/3757] lr: 8.066e-03, eta: 21:18:52, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4539, top5_acc: 0.6813, loss_cls: 2.4881, loss: 2.4881, grad_norm: 5.4931 2020-07-27 22:11:43,675 - mmaction - INFO - Epoch [148][1420/3757] lr: 8.066e-03, eta: 21:18:39, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4586, top5_acc: 0.6859, loss_cls: 2.4799, loss: 2.4799, grad_norm: 5.4854 2020-07-27 22:11:55,173 - mmaction - INFO - Epoch [148][1440/3757] lr: 8.066e-03, eta: 21:18:27, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.4469, top5_acc: 0.6953, loss_cls: 2.4371, loss: 2.4371, grad_norm: 5.4788 2020-07-27 22:12:06,535 - mmaction - INFO - Epoch [148][1460/3757] lr: 8.066e-03, eta: 21:18:14, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4711, top5_acc: 0.7047, loss_cls: 2.3878, loss: 2.3878, grad_norm: 5.4296 2020-07-27 22:12:17,950 - mmaction - INFO - Epoch [148][1480/3757] lr: 8.066e-03, eta: 21:18:01, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4367, top5_acc: 0.6781, loss_cls: 2.5074, loss: 2.5074, grad_norm: 5.3951 2020-07-27 22:12:29,339 - mmaction - INFO - Epoch [148][1500/3757] lr: 8.066e-03, eta: 21:17:48, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4375, top5_acc: 0.6813, loss_cls: 2.4908, loss: 2.4908, grad_norm: 5.6256 2020-07-27 22:12:42,889 - mmaction - INFO - Epoch [148][1520/3757] lr: 8.066e-03, eta: 21:17:36, time: 0.678, data_time: 0.119, memory: 5232, top1_acc: 0.4656, top5_acc: 0.7016, loss_cls: 2.3922, loss: 2.3922, grad_norm: 5.3761 2020-07-27 22:12:54,278 - mmaction - INFO - Epoch [148][1540/3757] lr: 8.066e-03, eta: 21:17:23, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4656, top5_acc: 0.6898, loss_cls: 2.3878, loss: 2.3878, grad_norm: 5.2978 2020-07-27 22:13:05,711 - mmaction - INFO - Epoch [148][1560/3757] lr: 8.066e-03, eta: 21:17:10, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4336, top5_acc: 0.6703, loss_cls: 2.5405, loss: 2.5405, grad_norm: 5.3929 2020-07-27 22:13:17,170 - mmaction - INFO - Epoch [148][1580/3757] lr: 8.066e-03, eta: 21:16:57, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4500, top5_acc: 0.6867, loss_cls: 2.3763, loss: 2.3763, grad_norm: 5.4148 2020-07-27 22:13:28,766 - mmaction - INFO - Epoch [148][1600/3757] lr: 8.066e-03, eta: 21:16:45, time: 0.580, data_time: 0.003, memory: 5232, top1_acc: 0.4797, top5_acc: 0.6930, loss_cls: 2.3785, loss: 2.3785, grad_norm: 5.4686 2020-07-27 22:13:40,135 - mmaction - INFO - Epoch [148][1620/3757] lr: 8.066e-03, eta: 21:16:32, time: 0.568, data_time: 0.001, memory: 5232, top1_acc: 0.4570, top5_acc: 0.6836, loss_cls: 2.4795, loss: 2.4795, grad_norm: 5.3748 2020-07-27 22:13:51,520 - mmaction - INFO - Epoch [148][1640/3757] lr: 8.066e-03, eta: 21:16:19, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4570, top5_acc: 0.6648, loss_cls: 2.5345, loss: 2.5345, grad_norm: 5.6622 2020-07-27 22:14:02,947 - mmaction - INFO - Epoch [148][1660/3757] lr: 8.066e-03, eta: 21:16:06, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4609, top5_acc: 0.6945, loss_cls: 2.4002, loss: 2.4002, grad_norm: 5.2929 2020-07-27 22:14:14,420 - mmaction - INFO - Epoch [148][1680/3757] lr: 8.066e-03, eta: 21:15:53, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.4242, top5_acc: 0.6766, loss_cls: 2.5838, loss: 2.5838, grad_norm: 5.4744 2020-07-27 22:14:26,036 - mmaction - INFO - Epoch [148][1700/3757] lr: 8.066e-03, eta: 21:15:40, time: 0.581, data_time: 0.016, memory: 5232, top1_acc: 0.4805, top5_acc: 0.7086, loss_cls: 2.3308, loss: 2.3308, grad_norm: 5.2655 2020-07-27 22:14:37,466 - mmaction - INFO - Epoch [148][1720/3757] lr: 8.066e-03, eta: 21:15:28, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4516, top5_acc: 0.6945, loss_cls: 2.4028, loss: 2.4028, grad_norm: 5.3518 2020-07-27 22:14:48,882 - mmaction - INFO - Epoch [148][1740/3757] lr: 8.066e-03, eta: 21:15:15, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4320, top5_acc: 0.6844, loss_cls: 2.4987, loss: 2.4987, grad_norm: 5.5953 2020-07-27 22:15:00,334 - mmaction - INFO - Epoch [148][1760/3757] lr: 8.066e-03, eta: 21:15:02, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4531, top5_acc: 0.6859, loss_cls: 2.4767, loss: 2.4767, grad_norm: 5.4496 2020-07-27 22:15:11,748 - mmaction - INFO - Epoch [148][1780/3757] lr: 8.066e-03, eta: 21:14:49, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4508, top5_acc: 0.6992, loss_cls: 2.3590, loss: 2.3590, grad_norm: 5.2832 2020-07-27 22:15:23,159 - mmaction - INFO - Epoch [148][1800/3757] lr: 8.066e-03, eta: 21:14:36, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4437, top5_acc: 0.6906, loss_cls: 2.4346, loss: 2.4346, grad_norm: 5.2417 2020-07-27 22:15:34,632 - mmaction - INFO - Epoch [148][1820/3757] lr: 8.066e-03, eta: 21:14:23, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4750, top5_acc: 0.7055, loss_cls: 2.3376, loss: 2.3376, grad_norm: 5.2387 2020-07-27 22:15:46,003 - mmaction - INFO - Epoch [148][1840/3757] lr: 8.066e-03, eta: 21:14:11, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.4320, top5_acc: 0.6813, loss_cls: 2.5172, loss: 2.5172, grad_norm: 5.6977 2020-07-27 22:15:57,324 - mmaction - INFO - Epoch [148][1860/3757] lr: 8.066e-03, eta: 21:13:58, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4516, top5_acc: 0.6867, loss_cls: 2.4382, loss: 2.4382, grad_norm: 5.4609 2020-07-27 22:16:08,782 - mmaction - INFO - Epoch [148][1880/3757] lr: 8.066e-03, eta: 21:13:45, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4070, top5_acc: 0.6430, loss_cls: 2.7055, loss: 2.7055, grad_norm: 5.6587 2020-07-27 22:16:20,255 - mmaction - INFO - Epoch [148][1900/3757] lr: 8.066e-03, eta: 21:13:32, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4430, top5_acc: 0.6711, loss_cls: 2.5451, loss: 2.5451, grad_norm: 5.4525 2020-07-27 22:16:36,787 - mmaction - INFO - Epoch [148][1920/3757] lr: 8.066e-03, eta: 21:13:21, time: 0.827, data_time: 0.255, memory: 5232, top1_acc: 0.4266, top5_acc: 0.6625, loss_cls: 2.5912, loss: 2.5912, grad_norm: 5.5051 2020-07-27 22:16:52,368 - mmaction - INFO - Epoch [148][1940/3757] lr: 8.066e-03, eta: 21:13:09, time: 0.778, data_time: 0.133, memory: 5232, top1_acc: 0.4266, top5_acc: 0.6805, loss_cls: 2.4857, loss: 2.4857, grad_norm: 5.4112 2020-07-27 22:17:08,311 - mmaction - INFO - Epoch [148][1960/3757] lr: 8.066e-03, eta: 21:12:57, time: 0.798, data_time: 0.225, memory: 5232, top1_acc: 0.4437, top5_acc: 0.6781, loss_cls: 2.4643, loss: 2.4643, grad_norm: 5.3282 2020-07-27 22:17:24,004 - mmaction - INFO - Epoch [148][1980/3757] lr: 8.066e-03, eta: 21:12:46, time: 0.784, data_time: 0.165, memory: 5232, top1_acc: 0.4305, top5_acc: 0.6727, loss_cls: 2.5044, loss: 2.5044, grad_norm: 5.4680 2020-07-27 22:17:40,101 - mmaction - INFO - Epoch [148][2000/3757] lr: 8.066e-03, eta: 21:12:34, time: 0.805, data_time: 0.195, memory: 5232, top1_acc: 0.4398, top5_acc: 0.6898, loss_cls: 2.4667, loss: 2.4667, grad_norm: 5.2699 2020-07-27 22:17:51,876 - mmaction - INFO - Epoch [148][2020/3757] lr: 8.066e-03, eta: 21:12:22, time: 0.589, data_time: 0.025, memory: 5232, top1_acc: 0.4688, top5_acc: 0.6914, loss_cls: 2.4433, loss: 2.4433, grad_norm: 5.2956 2020-07-27 22:18:03,281 - mmaction - INFO - Epoch [148][2040/3757] lr: 8.066e-03, eta: 21:12:09, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4422, top5_acc: 0.6648, loss_cls: 2.4994, loss: 2.4994, grad_norm: 5.2845 2020-07-27 22:18:19,508 - mmaction - INFO - Epoch [148][2060/3757] lr: 8.066e-03, eta: 21:11:57, time: 0.811, data_time: 0.235, memory: 5232, top1_acc: 0.4414, top5_acc: 0.6711, loss_cls: 2.5056, loss: 2.5056, grad_norm: 5.3288 2020-07-27 22:18:35,265 - mmaction - INFO - Epoch [148][2080/3757] lr: 8.066e-03, eta: 21:11:46, time: 0.787, data_time: 0.159, memory: 5232, top1_acc: 0.4375, top5_acc: 0.6703, loss_cls: 2.5336, loss: 2.5336, grad_norm: 5.4097 2020-07-27 22:18:47,130 - mmaction - INFO - Epoch [148][2100/3757] lr: 8.066e-03, eta: 21:11:33, time: 0.594, data_time: 0.022, memory: 5232, top1_acc: 0.4398, top5_acc: 0.6781, loss_cls: 2.5461, loss: 2.5461, grad_norm: 5.5366 2020-07-27 22:18:58,920 - mmaction - INFO - Epoch [148][2120/3757] lr: 8.066e-03, eta: 21:11:20, time: 0.589, data_time: 0.017, memory: 5232, top1_acc: 0.4391, top5_acc: 0.6711, loss_cls: 2.5032, loss: 2.5032, grad_norm: 5.4443 2020-07-27 22:19:10,713 - mmaction - INFO - Epoch [148][2140/3757] lr: 8.066e-03, eta: 21:11:08, time: 0.589, data_time: 0.023, memory: 5232, top1_acc: 0.4492, top5_acc: 0.6789, loss_cls: 2.4481, loss: 2.4481, grad_norm: 5.3455 2020-07-27 22:19:22,516 - mmaction - INFO - Epoch [148][2160/3757] lr: 8.066e-03, eta: 21:10:55, time: 0.591, data_time: 0.015, memory: 5232, top1_acc: 0.4539, top5_acc: 0.6844, loss_cls: 2.4711, loss: 2.4711, grad_norm: 5.3157 2020-07-27 22:19:34,398 - mmaction - INFO - Epoch [148][2180/3757] lr: 8.066e-03, eta: 21:10:42, time: 0.594, data_time: 0.023, memory: 5232, top1_acc: 0.4500, top5_acc: 0.6852, loss_cls: 2.4516, loss: 2.4516, grad_norm: 5.2639 2020-07-27 22:19:45,962 - mmaction - INFO - Epoch [148][2200/3757] lr: 8.066e-03, eta: 21:10:29, time: 0.578, data_time: 0.007, memory: 5232, top1_acc: 0.4531, top5_acc: 0.6781, loss_cls: 2.4579, loss: 2.4579, grad_norm: 5.2511 2020-07-27 22:19:57,403 - mmaction - INFO - Epoch [148][2220/3757] lr: 8.066e-03, eta: 21:10:17, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4531, top5_acc: 0.6937, loss_cls: 2.4207, loss: 2.4207, grad_norm: 5.3018 2020-07-27 22:20:12,367 - mmaction - INFO - Epoch [148][2240/3757] lr: 8.066e-03, eta: 21:10:05, time: 0.748, data_time: 0.026, memory: 5232, top1_acc: 0.4734, top5_acc: 0.6891, loss_cls: 2.4077, loss: 2.4077, grad_norm: 5.2365 2020-07-27 22:20:25,237 - mmaction - INFO - Epoch [148][2260/3757] lr: 8.066e-03, eta: 21:09:52, time: 0.644, data_time: 0.085, memory: 5232, top1_acc: 0.4383, top5_acc: 0.6742, loss_cls: 2.4886, loss: 2.4886, grad_norm: 5.3819 2020-07-27 22:20:40,741 - mmaction - INFO - Epoch [148][2280/3757] lr: 8.066e-03, eta: 21:09:41, time: 0.775, data_time: 0.141, memory: 5232, top1_acc: 0.4289, top5_acc: 0.6570, loss_cls: 2.5190, loss: 2.5190, grad_norm: 5.5453 2020-07-27 22:20:52,408 - mmaction - INFO - Epoch [148][2300/3757] lr: 8.066e-03, eta: 21:09:28, time: 0.583, data_time: 0.023, memory: 5232, top1_acc: 0.4367, top5_acc: 0.6711, loss_cls: 2.5241, loss: 2.5241, grad_norm: 5.4598 2020-07-27 22:21:04,090 - mmaction - INFO - Epoch [148][2320/3757] lr: 8.066e-03, eta: 21:09:15, time: 0.584, data_time: 0.016, memory: 5232, top1_acc: 0.4281, top5_acc: 0.6836, loss_cls: 2.5493, loss: 2.5493, grad_norm: 5.6099 2020-07-27 22:21:15,869 - mmaction - INFO - Epoch [148][2340/3757] lr: 8.066e-03, eta: 21:09:02, time: 0.589, data_time: 0.024, memory: 5232, top1_acc: 0.4469, top5_acc: 0.6805, loss_cls: 2.4729, loss: 2.4729, grad_norm: 5.4769 2020-07-27 22:21:27,618 - mmaction - INFO - Epoch [148][2360/3757] lr: 8.066e-03, eta: 21:08:50, time: 0.587, data_time: 0.015, memory: 5232, top1_acc: 0.4469, top5_acc: 0.6852, loss_cls: 2.4594, loss: 2.4594, grad_norm: 5.3762 2020-07-27 22:21:39,451 - mmaction - INFO - Epoch [148][2380/3757] lr: 8.066e-03, eta: 21:08:37, time: 0.592, data_time: 0.025, memory: 5232, top1_acc: 0.4461, top5_acc: 0.6937, loss_cls: 2.4632, loss: 2.4632, grad_norm: 5.3041 2020-07-27 22:21:50,833 - mmaction - INFO - Epoch [148][2400/3757] lr: 8.066e-03, eta: 21:08:24, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4391, top5_acc: 0.6891, loss_cls: 2.4791, loss: 2.4791, grad_norm: 5.5831 2020-07-27 22:22:02,289 - mmaction - INFO - Epoch [148][2420/3757] lr: 8.066e-03, eta: 21:08:11, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4437, top5_acc: 0.6930, loss_cls: 2.4584, loss: 2.4584, grad_norm: 5.5905 2020-07-27 22:22:13,745 - mmaction - INFO - Epoch [148][2440/3757] lr: 8.066e-03, eta: 21:07:58, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4391, top5_acc: 0.6680, loss_cls: 2.5126, loss: 2.5126, grad_norm: 5.3703 2020-07-27 22:22:25,187 - mmaction - INFO - Epoch [148][2460/3757] lr: 8.066e-03, eta: 21:07:46, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4727, top5_acc: 0.7094, loss_cls: 2.3618, loss: 2.3618, grad_norm: 5.3069 2020-07-27 22:22:36,623 - mmaction - INFO - Epoch [148][2480/3757] lr: 8.066e-03, eta: 21:07:33, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.4445, top5_acc: 0.6719, loss_cls: 2.5011, loss: 2.5011, grad_norm: 5.3447 2020-07-27 22:22:48,041 - mmaction - INFO - Epoch [148][2500/3757] lr: 8.066e-03, eta: 21:07:20, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4656, top5_acc: 0.6891, loss_cls: 2.4188, loss: 2.4188, grad_norm: 5.6772 2020-07-27 22:22:59,425 - mmaction - INFO - Epoch [148][2520/3757] lr: 8.066e-03, eta: 21:07:07, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4539, top5_acc: 0.6719, loss_cls: 2.5032, loss: 2.5032, grad_norm: 5.3506 2020-07-27 22:23:10,896 - mmaction - INFO - Epoch [148][2540/3757] lr: 8.066e-03, eta: 21:06:54, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4844, top5_acc: 0.7094, loss_cls: 2.3378, loss: 2.3378, grad_norm: 5.2347 2020-07-27 22:23:22,395 - mmaction - INFO - Epoch [148][2560/3757] lr: 8.066e-03, eta: 21:06:42, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4492, top5_acc: 0.6867, loss_cls: 2.5026, loss: 2.5026, grad_norm: 5.4879 2020-07-27 22:23:33,865 - mmaction - INFO - Epoch [148][2580/3757] lr: 8.066e-03, eta: 21:06:29, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4328, top5_acc: 0.6797, loss_cls: 2.4929, loss: 2.4929, grad_norm: 5.5070 2020-07-27 22:23:45,346 - mmaction - INFO - Epoch [148][2600/3757] lr: 8.066e-03, eta: 21:06:16, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.4492, top5_acc: 0.6813, loss_cls: 2.4845, loss: 2.4845, grad_norm: 5.4790 2020-07-27 22:23:56,742 - mmaction - INFO - Epoch [148][2620/3757] lr: 8.066e-03, eta: 21:06:03, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4523, top5_acc: 0.6898, loss_cls: 2.4714, loss: 2.4714, grad_norm: 5.5690 2020-07-27 22:24:08,789 - mmaction - INFO - Epoch [148][2640/3757] lr: 8.066e-03, eta: 21:05:50, time: 0.602, data_time: 0.037, memory: 5232, top1_acc: 0.4617, top5_acc: 0.6930, loss_cls: 2.4363, loss: 2.4363, grad_norm: 5.4110 2020-07-27 22:24:20,192 - mmaction - INFO - Epoch [148][2660/3757] lr: 8.066e-03, eta: 21:05:38, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4570, top5_acc: 0.6906, loss_cls: 2.4593, loss: 2.4593, grad_norm: 5.3103 2020-07-27 22:24:31,659 - mmaction - INFO - Epoch [148][2680/3757] lr: 8.066e-03, eta: 21:05:25, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4594, top5_acc: 0.6922, loss_cls: 2.4312, loss: 2.4312, grad_norm: 5.4954 2020-07-27 22:24:43,014 - mmaction - INFO - Epoch [148][2700/3757] lr: 8.066e-03, eta: 21:05:12, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4609, top5_acc: 0.6828, loss_cls: 2.4357, loss: 2.4357, grad_norm: 5.3336 2020-07-27 22:24:54,489 - mmaction - INFO - Epoch [148][2720/3757] lr: 8.066e-03, eta: 21:04:59, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4578, top5_acc: 0.6984, loss_cls: 2.3783, loss: 2.3783, grad_norm: 5.4754 2020-07-27 22:25:05,799 - mmaction - INFO - Epoch [148][2740/3757] lr: 8.066e-03, eta: 21:04:46, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4734, top5_acc: 0.7078, loss_cls: 2.3813, loss: 2.3813, grad_norm: 5.4492 2020-07-27 22:25:17,727 - mmaction - INFO - Epoch [148][2760/3757] lr: 8.066e-03, eta: 21:04:33, time: 0.596, data_time: 0.031, memory: 5232, top1_acc: 0.4523, top5_acc: 0.6984, loss_cls: 2.4000, loss: 2.4000, grad_norm: 5.3931 2020-07-27 22:25:29,151 - mmaction - INFO - Epoch [148][2780/3757] lr: 8.066e-03, eta: 21:04:21, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4266, top5_acc: 0.6469, loss_cls: 2.5514, loss: 2.5514, grad_norm: 5.7158 2020-07-27 22:25:40,697 - mmaction - INFO - Epoch [148][2800/3757] lr: 8.066e-03, eta: 21:04:08, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.4359, top5_acc: 0.6813, loss_cls: 2.5140, loss: 2.5140, grad_norm: 5.5279 2020-07-27 22:25:52,661 - mmaction - INFO - Epoch [148][2820/3757] lr: 8.066e-03, eta: 21:03:55, time: 0.599, data_time: 0.027, memory: 5232, top1_acc: 0.4328, top5_acc: 0.6609, loss_cls: 2.6086, loss: 2.6086, grad_norm: 5.4744 2020-07-27 22:26:04,177 - mmaction - INFO - Epoch [148][2840/3757] lr: 8.066e-03, eta: 21:03:42, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4484, top5_acc: 0.6930, loss_cls: 2.4775, loss: 2.4775, grad_norm: 5.2956 2020-07-27 22:26:15,655 - mmaction - INFO - Epoch [148][2860/3757] lr: 8.066e-03, eta: 21:03:30, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4531, top5_acc: 0.7008, loss_cls: 2.3683, loss: 2.3683, grad_norm: 5.5011 2020-07-27 22:26:27,604 - mmaction - INFO - Epoch [148][2880/3757] lr: 8.066e-03, eta: 21:03:17, time: 0.597, data_time: 0.033, memory: 5232, top1_acc: 0.4570, top5_acc: 0.7016, loss_cls: 2.3777, loss: 2.3777, grad_norm: 5.2390 2020-07-27 22:26:39,130 - mmaction - INFO - Epoch [148][2900/3757] lr: 8.066e-03, eta: 21:03:04, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4547, top5_acc: 0.6859, loss_cls: 2.4898, loss: 2.4898, grad_norm: 5.6128 2020-07-27 22:26:50,552 - mmaction - INFO - Epoch [148][2920/3757] lr: 8.066e-03, eta: 21:02:51, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4461, top5_acc: 0.6953, loss_cls: 2.4095, loss: 2.4095, grad_norm: 5.2520 2020-07-27 22:27:02,067 - mmaction - INFO - Epoch [148][2940/3757] lr: 8.066e-03, eta: 21:02:38, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4539, top5_acc: 0.6875, loss_cls: 2.4164, loss: 2.4164, grad_norm: 5.3535 2020-07-27 22:27:13,679 - mmaction - INFO - Epoch [148][2960/3757] lr: 8.066e-03, eta: 21:02:26, time: 0.581, data_time: 0.003, memory: 5232, top1_acc: 0.4273, top5_acc: 0.6594, loss_cls: 2.5987, loss: 2.5987, grad_norm: 5.5104 2020-07-27 22:27:25,128 - mmaction - INFO - Epoch [148][2980/3757] lr: 8.066e-03, eta: 21:02:13, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4289, top5_acc: 0.6828, loss_cls: 2.5288, loss: 2.5288, grad_norm: 5.4899 2020-07-27 22:27:36,521 - mmaction - INFO - Epoch [148][3000/3757] lr: 8.066e-03, eta: 21:02:00, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4242, top5_acc: 0.6773, loss_cls: 2.5237, loss: 2.5237, grad_norm: 5.4947 2020-07-27 22:27:47,848 - mmaction - INFO - Epoch [148][3020/3757] lr: 8.066e-03, eta: 21:01:47, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4375, top5_acc: 0.6961, loss_cls: 2.4864, loss: 2.4864, grad_norm: 5.5031 2020-07-27 22:27:59,328 - mmaction - INFO - Epoch [148][3040/3757] lr: 8.066e-03, eta: 21:01:34, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.4477, top5_acc: 0.6758, loss_cls: 2.4958, loss: 2.4958, grad_norm: 5.6053 2020-07-27 22:28:10,668 - mmaction - INFO - Epoch [148][3060/3757] lr: 8.066e-03, eta: 21:01:21, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.4469, top5_acc: 0.6813, loss_cls: 2.5147, loss: 2.5147, grad_norm: 5.4933 2020-07-27 22:28:22,467 - mmaction - INFO - Epoch [148][3080/3757] lr: 8.066e-03, eta: 21:01:09, time: 0.590, data_time: 0.026, memory: 5232, top1_acc: 0.4422, top5_acc: 0.6922, loss_cls: 2.4940, loss: 2.4940, grad_norm: 5.4886 2020-07-27 22:28:33,908 - mmaction - INFO - Epoch [148][3100/3757] lr: 8.066e-03, eta: 21:00:56, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4484, top5_acc: 0.6828, loss_cls: 2.4900, loss: 2.4900, grad_norm: 5.3249 2020-07-27 22:28:45,408 - mmaction - INFO - Epoch [148][3120/3757] lr: 8.066e-03, eta: 21:00:43, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4227, top5_acc: 0.6719, loss_cls: 2.4736, loss: 2.4736, grad_norm: 5.3991 2020-07-27 22:28:56,857 - mmaction - INFO - Epoch [148][3140/3757] lr: 8.066e-03, eta: 21:00:30, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4422, top5_acc: 0.6805, loss_cls: 2.5417, loss: 2.5417, grad_norm: 5.6421 2020-07-27 22:29:08,158 - mmaction - INFO - Epoch [148][3160/3757] lr: 8.066e-03, eta: 21:00:17, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.4453, top5_acc: 0.6594, loss_cls: 2.5465, loss: 2.5465, grad_norm: 5.3423 2020-07-27 22:29:19,623 - mmaction - INFO - Epoch [148][3180/3757] lr: 8.066e-03, eta: 21:00:05, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4664, top5_acc: 0.7102, loss_cls: 2.3406, loss: 2.3406, grad_norm: 5.2759 2020-07-27 22:29:31,106 - mmaction - INFO - Epoch [148][3200/3757] lr: 8.066e-03, eta: 20:59:52, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4617, top5_acc: 0.7055, loss_cls: 2.3347, loss: 2.3347, grad_norm: 5.2529 2020-07-27 22:29:42,507 - mmaction - INFO - Epoch [148][3220/3757] lr: 8.066e-03, eta: 20:59:39, time: 0.570, data_time: 0.006, memory: 5232, top1_acc: 0.4555, top5_acc: 0.6984, loss_cls: 2.3863, loss: 2.3863, grad_norm: 5.3395 2020-07-27 22:29:53,928 - mmaction - INFO - Epoch [148][3240/3757] lr: 8.066e-03, eta: 20:59:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4273, top5_acc: 0.6687, loss_cls: 2.4920, loss: 2.4920, grad_norm: 5.5857 2020-07-27 22:30:05,365 - mmaction - INFO - Epoch [148][3260/3757] lr: 8.066e-03, eta: 20:59:13, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4578, top5_acc: 0.6875, loss_cls: 2.4303, loss: 2.4303, grad_norm: 5.3999 2020-07-27 22:30:16,758 - mmaction - INFO - Epoch [148][3280/3757] lr: 8.066e-03, eta: 20:59:00, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4672, top5_acc: 0.6859, loss_cls: 2.3768, loss: 2.3768, grad_norm: 5.1928 2020-07-27 22:30:28,232 - mmaction - INFO - Epoch [148][3300/3757] lr: 8.066e-03, eta: 20:58:48, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4188, top5_acc: 0.6633, loss_cls: 2.5576, loss: 2.5576, grad_norm: 5.7211 2020-07-27 22:30:39,634 - mmaction - INFO - Epoch [148][3320/3757] lr: 8.066e-03, eta: 20:58:35, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4367, top5_acc: 0.6789, loss_cls: 2.4940, loss: 2.4940, grad_norm: 5.4560 2020-07-27 22:30:50,994 - mmaction - INFO - Epoch [148][3340/3757] lr: 8.066e-03, eta: 20:58:22, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4336, top5_acc: 0.6641, loss_cls: 2.5418, loss: 2.5418, grad_norm: 5.4335 2020-07-27 22:31:02,740 - mmaction - INFO - Epoch [148][3360/3757] lr: 8.066e-03, eta: 20:58:09, time: 0.587, data_time: 0.023, memory: 5232, top1_acc: 0.4430, top5_acc: 0.6891, loss_cls: 2.4910, loss: 2.4910, grad_norm: 5.4553 2020-07-27 22:31:14,160 - mmaction - INFO - Epoch [148][3380/3757] lr: 8.066e-03, eta: 20:57:56, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4445, top5_acc: 0.6664, loss_cls: 2.5039, loss: 2.5039, grad_norm: 5.3583 2020-07-27 22:31:25,567 - mmaction - INFO - Epoch [148][3400/3757] lr: 8.066e-03, eta: 20:57:44, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4688, top5_acc: 0.6937, loss_cls: 2.4078, loss: 2.4078, grad_norm: 5.4931 2020-07-27 22:31:36,997 - mmaction - INFO - Epoch [148][3420/3757] lr: 8.066e-03, eta: 20:57:31, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4500, top5_acc: 0.6945, loss_cls: 2.4499, loss: 2.4499, grad_norm: 5.4510 2020-07-27 22:31:48,451 - mmaction - INFO - Epoch [148][3440/3757] lr: 8.066e-03, eta: 20:57:18, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4266, top5_acc: 0.6836, loss_cls: 2.5599, loss: 2.5599, grad_norm: 5.6127 2020-07-27 22:31:59,911 - mmaction - INFO - Epoch [148][3460/3757] lr: 8.066e-03, eta: 20:57:05, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.4437, top5_acc: 0.6820, loss_cls: 2.5337, loss: 2.5337, grad_norm: 5.4980 2020-07-27 22:32:11,283 - mmaction - INFO - Epoch [148][3480/3757] lr: 8.066e-03, eta: 20:56:52, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4320, top5_acc: 0.6641, loss_cls: 2.5089, loss: 2.5089, grad_norm: 5.4223 2020-07-27 22:32:22,759 - mmaction - INFO - Epoch [148][3500/3757] lr: 8.066e-03, eta: 20:56:39, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4453, top5_acc: 0.6797, loss_cls: 2.4876, loss: 2.4876, grad_norm: 5.2918 2020-07-27 22:32:34,215 - mmaction - INFO - Epoch [148][3520/3757] lr: 8.066e-03, eta: 20:56:27, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4398, top5_acc: 0.6727, loss_cls: 2.5061, loss: 2.5061, grad_norm: 5.4992 2020-07-27 22:32:45,728 - mmaction - INFO - Epoch [148][3540/3757] lr: 8.066e-03, eta: 20:56:14, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4437, top5_acc: 0.6867, loss_cls: 2.4761, loss: 2.4761, grad_norm: 5.4475 2020-07-27 22:32:57,330 - mmaction - INFO - Epoch [148][3560/3757] lr: 8.066e-03, eta: 20:56:01, time: 0.581, data_time: 0.003, memory: 5232, top1_acc: 0.4461, top5_acc: 0.6711, loss_cls: 2.5617, loss: 2.5617, grad_norm: 5.3650 2020-07-27 22:33:08,875 - mmaction - INFO - Epoch [148][3580/3757] lr: 8.066e-03, eta: 20:55:48, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.4672, top5_acc: 0.6914, loss_cls: 2.4029, loss: 2.4029, grad_norm: 5.2794 2020-07-27 22:33:20,423 - mmaction - INFO - Epoch [148][3600/3757] lr: 8.066e-03, eta: 20:55:36, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.4469, top5_acc: 0.6820, loss_cls: 2.4691, loss: 2.4691, grad_norm: 5.3462 2020-07-27 22:33:31,827 - mmaction - INFO - Epoch [148][3620/3757] lr: 8.066e-03, eta: 20:55:23, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.4258, top5_acc: 0.6758, loss_cls: 2.5563, loss: 2.5563, grad_norm: 5.6737 2020-07-27 22:33:43,217 - mmaction - INFO - Epoch [148][3640/3757] lr: 8.066e-03, eta: 20:55:10, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.4281, top5_acc: 0.6508, loss_cls: 2.6428, loss: 2.6428, grad_norm: 5.5310 2020-07-27 22:33:54,749 - mmaction - INFO - Epoch [148][3660/3757] lr: 8.066e-03, eta: 20:54:57, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4289, top5_acc: 0.6672, loss_cls: 2.5642, loss: 2.5642, grad_norm: 5.5005 2020-07-27 22:34:06,189 - mmaction - INFO - Epoch [148][3680/3757] lr: 8.066e-03, eta: 20:54:44, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.4531, top5_acc: 0.6914, loss_cls: 2.4867, loss: 2.4867, grad_norm: 5.4639 2020-07-27 22:34:17,557 - mmaction - INFO - Epoch [148][3700/3757] lr: 8.066e-03, eta: 20:54:31, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4391, top5_acc: 0.6570, loss_cls: 2.5480, loss: 2.5480, grad_norm: 5.4129 2020-07-27 22:34:29,301 - mmaction - INFO - Epoch [148][3720/3757] lr: 8.066e-03, eta: 20:54:19, time: 0.587, data_time: 0.014, memory: 5232, top1_acc: 0.4625, top5_acc: 0.6859, loss_cls: 2.4217, loss: 2.4217, grad_norm: 5.3933 2020-07-27 22:34:41,120 - mmaction - INFO - Epoch [148][3740/3757] lr: 8.066e-03, eta: 20:54:06, time: 0.591, data_time: 0.024, memory: 5232, top1_acc: 0.4492, top5_acc: 0.6906, loss_cls: 2.4344, loss: 2.4344, grad_norm: 5.3605 2020-07-27 22:40:51,120 - mmaction - INFO - Epoch [149][20/3757] lr: 7.598e-03, eta: 20:55:14, time: 17.232, data_time: 16.543, memory: 5232, top1_acc: 0.4500, top5_acc: 0.6914, loss_cls: 2.4621, loss: 2.4621, grad_norm: 5.3804 2020-07-27 22:41:02,452 - mmaction - INFO - Epoch [149][40/3757] lr: 7.598e-03, eta: 20:55:01, time: 0.567, data_time: 0.005, memory: 5232, top1_acc: 0.4406, top5_acc: 0.6906, loss_cls: 2.4432, loss: 2.4432, grad_norm: 5.5502 2020-07-27 22:41:14,059 - mmaction - INFO - Epoch [149][60/3757] lr: 7.598e-03, eta: 20:54:48, time: 0.581, data_time: 0.020, memory: 5232, top1_acc: 0.4336, top5_acc: 0.6852, loss_cls: 2.4930, loss: 2.4930, grad_norm: 5.5672 2020-07-27 22:41:25,329 - mmaction - INFO - Epoch [149][80/3757] lr: 7.598e-03, eta: 20:54:35, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.4367, top5_acc: 0.6875, loss_cls: 2.4393, loss: 2.4393, grad_norm: 5.4418 2020-07-27 22:41:36,728 - mmaction - INFO - Epoch [149][100/3757] lr: 7.598e-03, eta: 20:54:22, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4742, top5_acc: 0.7047, loss_cls: 2.3343, loss: 2.3343, grad_norm: 5.3592 2020-07-27 22:41:48,088 - mmaction - INFO - Epoch [149][120/3757] lr: 7.598e-03, eta: 20:54:10, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4508, top5_acc: 0.6805, loss_cls: 2.4385, loss: 2.4385, grad_norm: 5.5288 2020-07-27 22:41:59,418 - mmaction - INFO - Epoch [149][140/3757] lr: 7.598e-03, eta: 20:53:57, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4570, top5_acc: 0.6813, loss_cls: 2.4603, loss: 2.4603, grad_norm: 5.4695 2020-07-27 22:42:10,708 - mmaction - INFO - Epoch [149][160/3757] lr: 7.598e-03, eta: 20:53:44, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.4672, top5_acc: 0.7039, loss_cls: 2.3842, loss: 2.3842, grad_norm: 5.2812 2020-07-27 22:42:22,145 - mmaction - INFO - Epoch [149][180/3757] lr: 7.598e-03, eta: 20:53:31, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4289, top5_acc: 0.6656, loss_cls: 2.5154, loss: 2.5154, grad_norm: 5.5565 2020-07-27 22:42:33,561 - mmaction - INFO - Epoch [149][200/3757] lr: 7.598e-03, eta: 20:53:18, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4391, top5_acc: 0.6836, loss_cls: 2.4428, loss: 2.4428, grad_norm: 5.4607 2020-07-27 22:42:45,100 - mmaction - INFO - Epoch [149][220/3757] lr: 7.598e-03, eta: 20:53:05, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4539, top5_acc: 0.6797, loss_cls: 2.4113, loss: 2.4113, grad_norm: 5.6911 2020-07-27 22:42:56,545 - mmaction - INFO - Epoch [149][240/3757] lr: 7.598e-03, eta: 20:52:52, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4656, top5_acc: 0.6969, loss_cls: 2.4106, loss: 2.4106, grad_norm: 5.4473 2020-07-27 22:43:07,864 - mmaction - INFO - Epoch [149][260/3757] lr: 7.598e-03, eta: 20:52:40, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.4594, top5_acc: 0.7008, loss_cls: 2.4187, loss: 2.4187, grad_norm: 5.5051 2020-07-27 22:43:19,230 - mmaction - INFO - Epoch [149][280/3757] lr: 7.598e-03, eta: 20:52:27, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4477, top5_acc: 0.6883, loss_cls: 2.4453, loss: 2.4453, grad_norm: 5.7295 2020-07-27 22:43:30,521 - mmaction - INFO - Epoch [149][300/3757] lr: 7.598e-03, eta: 20:52:14, time: 0.564, data_time: 0.001, memory: 5232, top1_acc: 0.4469, top5_acc: 0.7078, loss_cls: 2.3962, loss: 2.3962, grad_norm: 5.4051 2020-07-27 22:43:41,942 - mmaction - INFO - Epoch [149][320/3757] lr: 7.598e-03, eta: 20:52:01, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4703, top5_acc: 0.7188, loss_cls: 2.3417, loss: 2.3417, grad_norm: 5.4919 2020-07-27 22:43:53,197 - mmaction - INFO - Epoch [149][340/3757] lr: 7.598e-03, eta: 20:51:48, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.4352, top5_acc: 0.6727, loss_cls: 2.5124, loss: 2.5124, grad_norm: 5.5954 2020-07-27 22:44:04,567 - mmaction - INFO - Epoch [149][360/3757] lr: 7.598e-03, eta: 20:51:35, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4437, top5_acc: 0.6844, loss_cls: 2.4312, loss: 2.4312, grad_norm: 5.5294 2020-07-27 22:44:15,986 - mmaction - INFO - Epoch [149][380/3757] lr: 7.598e-03, eta: 20:51:22, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4758, top5_acc: 0.6922, loss_cls: 2.4057, loss: 2.4057, grad_norm: 5.2423 2020-07-27 22:44:27,316 - mmaction - INFO - Epoch [149][400/3757] lr: 7.598e-03, eta: 20:51:10, time: 0.566, data_time: 0.001, memory: 5232, top1_acc: 0.4531, top5_acc: 0.6781, loss_cls: 2.4889, loss: 2.4889, grad_norm: 5.4446 2020-07-27 22:44:38,690 - mmaction - INFO - Epoch [149][420/3757] lr: 7.598e-03, eta: 20:50:57, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4344, top5_acc: 0.6813, loss_cls: 2.5112, loss: 2.5112, grad_norm: 5.5876 2020-07-27 22:44:50,126 - mmaction - INFO - Epoch [149][440/3757] lr: 7.598e-03, eta: 20:50:44, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4250, top5_acc: 0.6805, loss_cls: 2.4866, loss: 2.4866, grad_norm: 5.5941 2020-07-27 22:45:01,550 - mmaction - INFO - Epoch [149][460/3757] lr: 7.598e-03, eta: 20:50:31, time: 0.572, data_time: 0.010, memory: 5232, top1_acc: 0.4320, top5_acc: 0.6773, loss_cls: 2.5318, loss: 2.5318, grad_norm: 5.5773 2020-07-27 22:45:12,780 - mmaction - INFO - Epoch [149][480/3757] lr: 7.598e-03, eta: 20:50:18, time: 0.562, data_time: 0.001, memory: 5232, top1_acc: 0.4453, top5_acc: 0.6859, loss_cls: 2.4651, loss: 2.4651, grad_norm: 5.4208 2020-07-27 22:45:24,151 - mmaction - INFO - Epoch [149][500/3757] lr: 7.598e-03, eta: 20:50:05, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4648, top5_acc: 0.6937, loss_cls: 2.4047, loss: 2.4047, grad_norm: 5.4443 2020-07-27 22:45:35,497 - mmaction - INFO - Epoch [149][520/3757] lr: 7.598e-03, eta: 20:49:52, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4586, top5_acc: 0.6914, loss_cls: 2.4565, loss: 2.4565, grad_norm: 5.6241 2020-07-27 22:45:46,923 - mmaction - INFO - Epoch [149][540/3757] lr: 7.598e-03, eta: 20:49:40, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4570, top5_acc: 0.6953, loss_cls: 2.4153, loss: 2.4153, grad_norm: 5.5550 2020-07-27 22:45:58,408 - mmaction - INFO - Epoch [149][560/3757] lr: 7.598e-03, eta: 20:49:27, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4484, top5_acc: 0.6773, loss_cls: 2.4858, loss: 2.4858, grad_norm: 5.5583 2020-07-27 22:46:09,826 - mmaction - INFO - Epoch [149][580/3757] lr: 7.598e-03, eta: 20:49:14, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4703, top5_acc: 0.7031, loss_cls: 2.3533, loss: 2.3533, grad_norm: 5.4688 2020-07-27 22:46:21,675 - mmaction - INFO - Epoch [149][600/3757] lr: 7.598e-03, eta: 20:49:01, time: 0.592, data_time: 0.028, memory: 5232, top1_acc: 0.4437, top5_acc: 0.7031, loss_cls: 2.4190, loss: 2.4190, grad_norm: 5.5139 2020-07-27 22:46:33,100 - mmaction - INFO - Epoch [149][620/3757] lr: 7.598e-03, eta: 20:48:48, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4547, top5_acc: 0.6820, loss_cls: 2.4677, loss: 2.4677, grad_norm: 5.4965 2020-07-27 22:46:44,583 - mmaction - INFO - Epoch [149][640/3757] lr: 7.598e-03, eta: 20:48:35, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4555, top5_acc: 0.6992, loss_cls: 2.3592, loss: 2.3592, grad_norm: 5.3783 2020-07-27 22:46:55,960 - mmaction - INFO - Epoch [149][660/3757] lr: 7.598e-03, eta: 20:48:23, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4461, top5_acc: 0.6820, loss_cls: 2.4648, loss: 2.4648, grad_norm: 5.6774 2020-07-27 22:47:07,433 - mmaction - INFO - Epoch [149][680/3757] lr: 7.598e-03, eta: 20:48:10, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4234, top5_acc: 0.6633, loss_cls: 2.5189, loss: 2.5189, grad_norm: 5.7614 2020-07-27 22:47:18,949 - mmaction - INFO - Epoch [149][700/3757] lr: 7.598e-03, eta: 20:47:57, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4688, top5_acc: 0.7109, loss_cls: 2.3286, loss: 2.3286, grad_norm: 5.3861 2020-07-27 22:47:30,231 - mmaction - INFO - Epoch [149][720/3757] lr: 7.598e-03, eta: 20:47:44, time: 0.563, data_time: 0.001, memory: 5232, top1_acc: 0.4344, top5_acc: 0.6875, loss_cls: 2.4737, loss: 2.4737, grad_norm: 5.4967 2020-07-27 22:47:41,785 - mmaction - INFO - Epoch [149][740/3757] lr: 7.598e-03, eta: 20:47:31, time: 0.578, data_time: 0.018, memory: 5232, top1_acc: 0.4617, top5_acc: 0.7000, loss_cls: 2.4017, loss: 2.4017, grad_norm: 5.3900 2020-07-27 22:47:53,186 - mmaction - INFO - Epoch [149][760/3757] lr: 7.598e-03, eta: 20:47:18, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.4289, top5_acc: 0.6727, loss_cls: 2.5214, loss: 2.5214, grad_norm: 5.5208 2020-07-27 22:48:04,562 - mmaction - INFO - Epoch [149][780/3757] lr: 7.598e-03, eta: 20:47:06, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.4688, top5_acc: 0.7102, loss_cls: 2.3102, loss: 2.3102, grad_norm: 5.3696 2020-07-27 22:48:15,993 - mmaction - INFO - Epoch [149][800/3757] lr: 7.598e-03, eta: 20:46:53, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4398, top5_acc: 0.6664, loss_cls: 2.4892, loss: 2.4892, grad_norm: 5.4053 2020-07-27 22:48:27,312 - mmaction - INFO - Epoch [149][820/3757] lr: 7.598e-03, eta: 20:46:40, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4781, top5_acc: 0.7117, loss_cls: 2.3331, loss: 2.3331, grad_norm: 5.3695 2020-07-27 22:48:38,832 - mmaction - INFO - Epoch [149][840/3757] lr: 7.598e-03, eta: 20:46:27, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4414, top5_acc: 0.6828, loss_cls: 2.4663, loss: 2.4663, grad_norm: 5.5147 2020-07-27 22:48:50,291 - mmaction - INFO - Epoch [149][860/3757] lr: 7.598e-03, eta: 20:46:14, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4500, top5_acc: 0.6773, loss_cls: 2.4914, loss: 2.4914, grad_norm: 5.5257 2020-07-27 22:49:01,807 - mmaction - INFO - Epoch [149][880/3757] lr: 7.598e-03, eta: 20:46:01, time: 0.575, data_time: 0.011, memory: 5232, top1_acc: 0.4414, top5_acc: 0.6789, loss_cls: 2.4584, loss: 2.4584, grad_norm: 5.5369 2020-07-27 22:49:13,271 - mmaction - INFO - Epoch [149][900/3757] lr: 7.598e-03, eta: 20:45:49, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4758, top5_acc: 0.7203, loss_cls: 2.3120, loss: 2.3120, grad_norm: 5.4064 2020-07-27 22:49:24,649 - mmaction - INFO - Epoch [149][920/3757] lr: 7.598e-03, eta: 20:45:36, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4555, top5_acc: 0.6992, loss_cls: 2.3556, loss: 2.3556, grad_norm: 5.4602 2020-07-27 22:49:36,099 - mmaction - INFO - Epoch [149][940/3757] lr: 7.598e-03, eta: 20:45:23, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4617, top5_acc: 0.6961, loss_cls: 2.4341, loss: 2.4341, grad_norm: 5.4684 2020-07-27 22:49:47,471 - mmaction - INFO - Epoch [149][960/3757] lr: 7.598e-03, eta: 20:45:10, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4680, top5_acc: 0.7000, loss_cls: 2.3841, loss: 2.3841, grad_norm: 5.4342 2020-07-27 22:49:58,951 - mmaction - INFO - Epoch [149][980/3757] lr: 7.598e-03, eta: 20:44:57, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4875, top5_acc: 0.6914, loss_cls: 2.3616, loss: 2.3616, grad_norm: 5.4938 2020-07-27 22:50:10,395 - mmaction - INFO - Epoch [149][1000/3757] lr: 7.598e-03, eta: 20:44:44, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4695, top5_acc: 0.7070, loss_cls: 2.3512, loss: 2.3512, grad_norm: 5.4776 2020-07-27 22:50:21,858 - mmaction - INFO - Epoch [149][1020/3757] lr: 7.598e-03, eta: 20:44:32, time: 0.573, data_time: 0.007, memory: 5232, top1_acc: 0.4508, top5_acc: 0.6984, loss_cls: 2.3805, loss: 2.3805, grad_norm: 5.4309 2020-07-27 22:50:33,332 - mmaction - INFO - Epoch [149][1040/3757] lr: 7.598e-03, eta: 20:44:19, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4469, top5_acc: 0.6852, loss_cls: 2.4581, loss: 2.4581, grad_norm: 5.8089 2020-07-27 22:50:44,733 - mmaction - INFO - Epoch [149][1060/3757] lr: 7.598e-03, eta: 20:44:06, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4383, top5_acc: 0.6516, loss_cls: 2.6146, loss: 2.6146, grad_norm: 5.5347 2020-07-27 22:50:56,174 - mmaction - INFO - Epoch [149][1080/3757] lr: 7.598e-03, eta: 20:43:53, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4555, top5_acc: 0.6789, loss_cls: 2.4755, loss: 2.4755, grad_norm: 5.6269 2020-07-27 22:51:07,590 - mmaction - INFO - Epoch [149][1100/3757] lr: 7.598e-03, eta: 20:43:40, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4367, top5_acc: 0.6930, loss_cls: 2.4362, loss: 2.4362, grad_norm: 5.4179 2020-07-27 22:51:19,017 - mmaction - INFO - Epoch [149][1120/3757] lr: 7.598e-03, eta: 20:43:27, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4508, top5_acc: 0.6875, loss_cls: 2.5119, loss: 2.5119, grad_norm: 5.4658 2020-07-27 22:51:30,884 - mmaction - INFO - Epoch [149][1140/3757] lr: 7.598e-03, eta: 20:43:15, time: 0.593, data_time: 0.033, memory: 5232, top1_acc: 0.4156, top5_acc: 0.6773, loss_cls: 2.5655, loss: 2.5655, grad_norm: 5.5489 2020-07-27 22:51:42,347 - mmaction - INFO - Epoch [149][1160/3757] lr: 7.598e-03, eta: 20:43:02, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4703, top5_acc: 0.6906, loss_cls: 2.4059, loss: 2.4059, grad_norm: 5.3125 2020-07-27 22:51:53,879 - mmaction - INFO - Epoch [149][1180/3757] lr: 7.598e-03, eta: 20:42:49, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4445, top5_acc: 0.6758, loss_cls: 2.4877, loss: 2.4877, grad_norm: 5.4395 2020-07-27 22:52:05,310 - mmaction - INFO - Epoch [149][1200/3757] lr: 7.598e-03, eta: 20:42:36, time: 0.572, data_time: 0.001, memory: 5232, top1_acc: 0.4305, top5_acc: 0.6945, loss_cls: 2.4905, loss: 2.4905, grad_norm: 5.4336 2020-07-27 22:52:16,695 - mmaction - INFO - Epoch [149][1220/3757] lr: 7.598e-03, eta: 20:42:23, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4422, top5_acc: 0.6930, loss_cls: 2.4495, loss: 2.4495, grad_norm: 5.5519 2020-07-27 22:52:28,104 - mmaction - INFO - Epoch [149][1240/3757] lr: 7.598e-03, eta: 20:42:11, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4320, top5_acc: 0.6875, loss_cls: 2.5299, loss: 2.5299, grad_norm: 5.5564 2020-07-27 22:52:39,507 - mmaction - INFO - Epoch [149][1260/3757] lr: 7.598e-03, eta: 20:41:58, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4461, top5_acc: 0.6687, loss_cls: 2.4935, loss: 2.4935, grad_norm: 5.5578 2020-07-27 22:52:50,963 - mmaction - INFO - Epoch [149][1280/3757] lr: 7.598e-03, eta: 20:41:45, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4391, top5_acc: 0.6789, loss_cls: 2.4995, loss: 2.4995, grad_norm: 5.6197 2020-07-27 22:53:02,371 - mmaction - INFO - Epoch [149][1300/3757] lr: 7.598e-03, eta: 20:41:32, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4391, top5_acc: 0.6844, loss_cls: 2.4861, loss: 2.4861, grad_norm: 5.5796 2020-07-27 22:53:13,748 - mmaction - INFO - Epoch [149][1320/3757] lr: 7.598e-03, eta: 20:41:19, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4625, top5_acc: 0.7039, loss_cls: 2.3923, loss: 2.3923, grad_norm: 5.5587 2020-07-27 22:53:25,160 - mmaction - INFO - Epoch [149][1340/3757] lr: 7.598e-03, eta: 20:41:06, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4523, top5_acc: 0.6813, loss_cls: 2.4703, loss: 2.4703, grad_norm: 5.5402 2020-07-27 22:53:36,476 - mmaction - INFO - Epoch [149][1360/3757] lr: 7.598e-03, eta: 20:40:54, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.4437, top5_acc: 0.6734, loss_cls: 2.5126, loss: 2.5126, grad_norm: 5.7117 2020-07-27 22:53:47,978 - mmaction - INFO - Epoch [149][1380/3757] lr: 7.598e-03, eta: 20:40:41, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4586, top5_acc: 0.7211, loss_cls: 2.3691, loss: 2.3691, grad_norm: 5.3292 2020-07-27 22:53:59,486 - mmaction - INFO - Epoch [149][1400/3757] lr: 7.598e-03, eta: 20:40:28, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4602, top5_acc: 0.6930, loss_cls: 2.3938, loss: 2.3938, grad_norm: 5.4923 2020-07-27 22:54:10,920 - mmaction - INFO - Epoch [149][1420/3757] lr: 7.598e-03, eta: 20:40:15, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.4469, top5_acc: 0.6937, loss_cls: 2.4420, loss: 2.4420, grad_norm: 5.6159 2020-07-27 22:54:22,320 - mmaction - INFO - Epoch [149][1440/3757] lr: 7.598e-03, eta: 20:40:02, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4437, top5_acc: 0.6813, loss_cls: 2.4912, loss: 2.4912, grad_norm: 5.6689 2020-07-27 22:54:37,668 - mmaction - INFO - Epoch [149][1460/3757] lr: 7.598e-03, eta: 20:39:50, time: 0.767, data_time: 0.130, memory: 5232, top1_acc: 0.4477, top5_acc: 0.6797, loss_cls: 2.4615, loss: 2.4615, grad_norm: 5.4128 2020-07-27 22:54:49,438 - mmaction - INFO - Epoch [149][1480/3757] lr: 7.598e-03, eta: 20:39:38, time: 0.589, data_time: 0.024, memory: 5232, top1_acc: 0.4594, top5_acc: 0.7008, loss_cls: 2.3975, loss: 2.3975, grad_norm: 5.7019 2020-07-27 22:55:01,175 - mmaction - INFO - Epoch [149][1500/3757] lr: 7.598e-03, eta: 20:39:25, time: 0.587, data_time: 0.017, memory: 5232, top1_acc: 0.4523, top5_acc: 0.6797, loss_cls: 2.4638, loss: 2.4638, grad_norm: 5.4290 2020-07-27 22:55:12,991 - mmaction - INFO - Epoch [149][1520/3757] lr: 7.598e-03, eta: 20:39:12, time: 0.591, data_time: 0.023, memory: 5232, top1_acc: 0.4313, top5_acc: 0.6828, loss_cls: 2.5353, loss: 2.5353, grad_norm: 5.6162 2020-07-27 22:55:24,794 - mmaction - INFO - Epoch [149][1540/3757] lr: 7.598e-03, eta: 20:39:00, time: 0.590, data_time: 0.016, memory: 5232, top1_acc: 0.4313, top5_acc: 0.6687, loss_cls: 2.5865, loss: 2.5865, grad_norm: 5.6325 2020-07-27 22:55:36,537 - mmaction - INFO - Epoch [149][1560/3757] lr: 7.598e-03, eta: 20:38:47, time: 0.588, data_time: 0.023, memory: 5232, top1_acc: 0.4547, top5_acc: 0.6922, loss_cls: 2.4535, loss: 2.4535, grad_norm: 5.4686 2020-07-27 22:55:47,921 - mmaction - INFO - Epoch [149][1580/3757] lr: 7.598e-03, eta: 20:38:34, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4539, top5_acc: 0.6914, loss_cls: 2.4486, loss: 2.4486, grad_norm: 5.3856 2020-07-27 22:55:59,394 - mmaction - INFO - Epoch [149][1600/3757] lr: 7.598e-03, eta: 20:38:21, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4625, top5_acc: 0.6953, loss_cls: 2.4212, loss: 2.4212, grad_norm: 5.4160 2020-07-27 22:56:10,748 - mmaction - INFO - Epoch [149][1620/3757] lr: 7.598e-03, eta: 20:38:08, time: 0.568, data_time: 0.001, memory: 5232, top1_acc: 0.4586, top5_acc: 0.6992, loss_cls: 2.3895, loss: 2.3895, grad_norm: 5.4058 2020-07-27 22:56:26,212 - mmaction - INFO - Epoch [149][1640/3757] lr: 7.598e-03, eta: 20:37:57, time: 0.773, data_time: 0.132, memory: 5232, top1_acc: 0.4461, top5_acc: 0.6773, loss_cls: 2.4774, loss: 2.4774, grad_norm: 5.4270 2020-07-27 22:56:42,446 - mmaction - INFO - Epoch [149][1660/3757] lr: 7.598e-03, eta: 20:37:45, time: 0.812, data_time: 0.244, memory: 5232, top1_acc: 0.4539, top5_acc: 0.6844, loss_cls: 2.4261, loss: 2.4261, grad_norm: 5.4566 2020-07-27 22:56:54,144 - mmaction - INFO - Epoch [149][1680/3757] lr: 7.598e-03, eta: 20:37:32, time: 0.585, data_time: 0.014, memory: 5232, top1_acc: 0.4539, top5_acc: 0.6906, loss_cls: 2.4213, loss: 2.4213, grad_norm: 5.4825 2020-07-27 22:57:05,996 - mmaction - INFO - Epoch [149][1700/3757] lr: 7.598e-03, eta: 20:37:20, time: 0.593, data_time: 0.025, memory: 5232, top1_acc: 0.4547, top5_acc: 0.6859, loss_cls: 2.4601, loss: 2.4601, grad_norm: 5.4786 2020-07-27 22:57:17,749 - mmaction - INFO - Epoch [149][1720/3757] lr: 7.598e-03, eta: 20:37:07, time: 0.588, data_time: 0.019, memory: 5232, top1_acc: 0.4602, top5_acc: 0.6953, loss_cls: 2.4471, loss: 2.4471, grad_norm: 5.4243 2020-07-27 22:57:29,582 - mmaction - INFO - Epoch [149][1740/3757] lr: 7.598e-03, eta: 20:36:54, time: 0.592, data_time: 0.025, memory: 5232, top1_acc: 0.4375, top5_acc: 0.6992, loss_cls: 2.4555, loss: 2.4555, grad_norm: 5.5328 2020-07-27 22:57:41,419 - mmaction - INFO - Epoch [149][1760/3757] lr: 7.598e-03, eta: 20:36:41, time: 0.592, data_time: 0.015, memory: 5232, top1_acc: 0.4398, top5_acc: 0.6836, loss_cls: 2.4644, loss: 2.4644, grad_norm: 5.4634 2020-07-27 22:57:52,836 - mmaction - INFO - Epoch [149][1780/3757] lr: 7.598e-03, eta: 20:36:29, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4500, top5_acc: 0.6875, loss_cls: 2.4245, loss: 2.4245, grad_norm: 5.6874 2020-07-27 22:58:04,312 - mmaction - INFO - Epoch [149][1800/3757] lr: 7.598e-03, eta: 20:36:16, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4547, top5_acc: 0.6742, loss_cls: 2.4766, loss: 2.4766, grad_norm: 5.6099 2020-07-27 22:58:20,417 - mmaction - INFO - Epoch [149][1820/3757] lr: 7.598e-03, eta: 20:36:04, time: 0.805, data_time: 0.235, memory: 5232, top1_acc: 0.4602, top5_acc: 0.6797, loss_cls: 2.4304, loss: 2.4304, grad_norm: 5.4108 2020-07-27 22:58:36,217 - mmaction - INFO - Epoch [149][1840/3757] lr: 7.598e-03, eta: 20:35:53, time: 0.790, data_time: 0.172, memory: 5232, top1_acc: 0.4523, top5_acc: 0.6836, loss_cls: 2.4673, loss: 2.4673, grad_norm: 5.7176 2020-07-27 22:58:48,127 - mmaction - INFO - Epoch [149][1860/3757] lr: 7.598e-03, eta: 20:35:40, time: 0.595, data_time: 0.024, memory: 5232, top1_acc: 0.4555, top5_acc: 0.6859, loss_cls: 2.4468, loss: 2.4468, grad_norm: 5.5531 2020-07-27 22:58:59,825 - mmaction - INFO - Epoch [149][1880/3757] lr: 7.598e-03, eta: 20:35:27, time: 0.586, data_time: 0.013, memory: 5232, top1_acc: 0.4492, top5_acc: 0.6844, loss_cls: 2.3987, loss: 2.3987, grad_norm: 5.6100 2020-07-27 22:59:11,602 - mmaction - INFO - Epoch [149][1900/3757] lr: 7.598e-03, eta: 20:35:14, time: 0.588, data_time: 0.021, memory: 5232, top1_acc: 0.4633, top5_acc: 0.6836, loss_cls: 2.4455, loss: 2.4455, grad_norm: 5.4200 2020-07-27 22:59:23,313 - mmaction - INFO - Epoch [149][1920/3757] lr: 7.598e-03, eta: 20:35:02, time: 0.585, data_time: 0.015, memory: 5232, top1_acc: 0.4539, top5_acc: 0.6703, loss_cls: 2.4498, loss: 2.4498, grad_norm: 5.6010 2020-07-27 22:59:35,051 - mmaction - INFO - Epoch [149][1940/3757] lr: 7.598e-03, eta: 20:34:49, time: 0.588, data_time: 0.025, memory: 5232, top1_acc: 0.4477, top5_acc: 0.6875, loss_cls: 2.4950, loss: 2.4950, grad_norm: 5.5864 2020-07-27 22:59:46,563 - mmaction - INFO - Epoch [149][1960/3757] lr: 7.598e-03, eta: 20:34:36, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4570, top5_acc: 0.6875, loss_cls: 2.4081, loss: 2.4081, grad_norm: 5.4554 2020-07-27 22:59:57,940 - mmaction - INFO - Epoch [149][1980/3757] lr: 7.598e-03, eta: 20:34:23, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.4570, top5_acc: 0.6937, loss_cls: 2.4372, loss: 2.4372, grad_norm: 5.4536 2020-07-27 23:00:15,717 - mmaction - INFO - Epoch [149][2000/3757] lr: 7.598e-03, eta: 20:34:12, time: 0.885, data_time: 0.009, memory: 5232, top1_acc: 0.4500, top5_acc: 0.6898, loss_cls: 2.4575, loss: 2.4575, grad_norm: 5.5914 2020-07-27 23:00:30,814 - mmaction - INFO - Epoch [149][2020/3757] lr: 7.598e-03, eta: 20:34:00, time: 0.759, data_time: 0.187, memory: 5232, top1_acc: 0.4414, top5_acc: 0.6680, loss_cls: 2.5128, loss: 2.5128, grad_norm: 5.4553 2020-07-27 23:00:43,369 - mmaction - INFO - Epoch [149][2040/3757] lr: 7.598e-03, eta: 20:33:48, time: 0.628, data_time: 0.058, memory: 5232, top1_acc: 0.4711, top5_acc: 0.6883, loss_cls: 2.4629, loss: 2.4629, grad_norm: 5.6433 2020-07-27 23:00:55,056 - mmaction - INFO - Epoch [149][2060/3757] lr: 7.598e-03, eta: 20:33:35, time: 0.584, data_time: 0.021, memory: 5232, top1_acc: 0.4406, top5_acc: 0.6719, loss_cls: 2.4667, loss: 2.4667, grad_norm: 5.4186 2020-07-27 23:01:06,756 - mmaction - INFO - Epoch [149][2080/3757] lr: 7.598e-03, eta: 20:33:22, time: 0.585, data_time: 0.015, memory: 5232, top1_acc: 0.4406, top5_acc: 0.6859, loss_cls: 2.4834, loss: 2.4834, grad_norm: 5.5602 2020-07-27 23:01:18,545 - mmaction - INFO - Epoch [149][2100/3757] lr: 7.598e-03, eta: 20:33:10, time: 0.589, data_time: 0.022, memory: 5232, top1_acc: 0.4500, top5_acc: 0.6930, loss_cls: 2.4601, loss: 2.4601, grad_norm: 5.5533 2020-07-27 23:01:30,311 - mmaction - INFO - Epoch [149][2120/3757] lr: 7.598e-03, eta: 20:32:57, time: 0.589, data_time: 0.024, memory: 5232, top1_acc: 0.4336, top5_acc: 0.6898, loss_cls: 2.3883, loss: 2.3883, grad_norm: 5.4247 2020-07-27 23:01:42,120 - mmaction - INFO - Epoch [149][2140/3757] lr: 7.598e-03, eta: 20:32:44, time: 0.590, data_time: 0.015, memory: 5232, top1_acc: 0.4375, top5_acc: 0.6687, loss_cls: 2.6352, loss: 2.6352, grad_norm: 5.6911 2020-07-27 23:01:53,604 - mmaction - INFO - Epoch [149][2160/3757] lr: 7.598e-03, eta: 20:32:31, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4422, top5_acc: 0.6813, loss_cls: 2.4884, loss: 2.4884, grad_norm: 5.5479 2020-07-27 23:02:04,982 - mmaction - INFO - Epoch [149][2180/3757] lr: 7.598e-03, eta: 20:32:18, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4711, top5_acc: 0.6992, loss_cls: 2.3616, loss: 2.3616, grad_norm: 5.4441 2020-07-27 23:02:16,469 - mmaction - INFO - Epoch [149][2200/3757] lr: 7.598e-03, eta: 20:32:06, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4477, top5_acc: 0.6727, loss_cls: 2.5268, loss: 2.5268, grad_norm: 5.5000 2020-07-27 23:02:27,953 - mmaction - INFO - Epoch [149][2220/3757] lr: 7.598e-03, eta: 20:31:53, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4664, top5_acc: 0.6992, loss_cls: 2.3567, loss: 2.3567, grad_norm: 5.3074 2020-07-27 23:02:39,414 - mmaction - INFO - Epoch [149][2240/3757] lr: 7.598e-03, eta: 20:31:40, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4680, top5_acc: 0.6930, loss_cls: 2.4247, loss: 2.4247, grad_norm: 5.4664 2020-07-27 23:02:50,840 - mmaction - INFO - Epoch [149][2260/3757] lr: 7.598e-03, eta: 20:31:27, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4445, top5_acc: 0.6773, loss_cls: 2.4930, loss: 2.4930, grad_norm: 5.4945 2020-07-27 23:03:02,290 - mmaction - INFO - Epoch [149][2280/3757] lr: 7.598e-03, eta: 20:31:14, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4547, top5_acc: 0.6859, loss_cls: 2.4481, loss: 2.4481, grad_norm: 5.5157 2020-07-27 23:03:13,792 - mmaction - INFO - Epoch [149][2300/3757] lr: 7.598e-03, eta: 20:31:02, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4672, top5_acc: 0.7070, loss_cls: 2.3704, loss: 2.3704, grad_norm: 5.4633 2020-07-27 23:03:25,102 - mmaction - INFO - Epoch [149][2320/3757] lr: 7.598e-03, eta: 20:30:49, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.4484, top5_acc: 0.7102, loss_cls: 2.4375, loss: 2.4375, grad_norm: 5.5660 2020-07-27 23:03:36,495 - mmaction - INFO - Epoch [149][2340/3757] lr: 7.598e-03, eta: 20:30:36, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.4328, top5_acc: 0.6820, loss_cls: 2.4941, loss: 2.4941, grad_norm: 5.5882 2020-07-27 23:03:47,933 - mmaction - INFO - Epoch [149][2360/3757] lr: 7.598e-03, eta: 20:30:23, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4633, top5_acc: 0.7102, loss_cls: 2.3458, loss: 2.3458, grad_norm: 5.5350 2020-07-27 23:03:59,340 - mmaction - INFO - Epoch [149][2380/3757] lr: 7.598e-03, eta: 20:30:10, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4609, top5_acc: 0.6805, loss_cls: 2.3975, loss: 2.3975, grad_norm: 5.5527 2020-07-27 23:04:10,707 - mmaction - INFO - Epoch [149][2400/3757] lr: 7.598e-03, eta: 20:29:57, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4680, top5_acc: 0.6883, loss_cls: 2.3824, loss: 2.3824, grad_norm: 5.3674 2020-07-27 23:04:22,153 - mmaction - INFO - Epoch [149][2420/3757] lr: 7.598e-03, eta: 20:29:44, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4391, top5_acc: 0.6758, loss_cls: 2.5121, loss: 2.5121, grad_norm: 5.5803 2020-07-27 23:04:33,610 - mmaction - INFO - Epoch [149][2440/3757] lr: 7.598e-03, eta: 20:29:32, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4344, top5_acc: 0.6922, loss_cls: 2.4408, loss: 2.4408, grad_norm: 5.5656 2020-07-27 23:04:45,028 - mmaction - INFO - Epoch [149][2460/3757] lr: 7.598e-03, eta: 20:29:19, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.4336, top5_acc: 0.6781, loss_cls: 2.5068, loss: 2.5068, grad_norm: 5.5668 2020-07-27 23:04:56,505 - mmaction - INFO - Epoch [149][2480/3757] lr: 7.598e-03, eta: 20:29:06, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4680, top5_acc: 0.7102, loss_cls: 2.3773, loss: 2.3773, grad_norm: 5.3637 2020-07-27 23:05:08,152 - mmaction - INFO - Epoch [149][2500/3757] lr: 7.598e-03, eta: 20:28:53, time: 0.582, data_time: 0.012, memory: 5232, top1_acc: 0.4492, top5_acc: 0.6836, loss_cls: 2.4183, loss: 2.4183, grad_norm: 5.4446 2020-07-27 23:05:19,647 - mmaction - INFO - Epoch [149][2520/3757] lr: 7.598e-03, eta: 20:28:40, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4383, top5_acc: 0.6664, loss_cls: 2.5095, loss: 2.5095, grad_norm: 5.7150 2020-07-27 23:05:31,145 - mmaction - INFO - Epoch [149][2540/3757] lr: 7.598e-03, eta: 20:28:28, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4648, top5_acc: 0.7008, loss_cls: 2.3576, loss: 2.3576, grad_norm: 5.5170 2020-07-27 23:05:42,627 - mmaction - INFO - Epoch [149][2560/3757] lr: 7.598e-03, eta: 20:28:15, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.4570, top5_acc: 0.6953, loss_cls: 2.4041, loss: 2.4041, grad_norm: 5.5543 2020-07-27 23:05:54,017 - mmaction - INFO - Epoch [149][2580/3757] lr: 7.598e-03, eta: 20:28:02, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4172, top5_acc: 0.6742, loss_cls: 2.5517, loss: 2.5517, grad_norm: 5.7286 2020-07-27 23:06:05,418 - mmaction - INFO - Epoch [149][2600/3757] lr: 7.598e-03, eta: 20:27:49, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4453, top5_acc: 0.6937, loss_cls: 2.4506, loss: 2.4506, grad_norm: 5.6459 2020-07-27 23:06:16,833 - mmaction - INFO - Epoch [149][2620/3757] lr: 7.598e-03, eta: 20:27:36, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4547, top5_acc: 0.6820, loss_cls: 2.4724, loss: 2.4724, grad_norm: 5.6791 2020-07-27 23:06:28,591 - mmaction - INFO - Epoch [149][2640/3757] lr: 7.598e-03, eta: 20:27:24, time: 0.588, data_time: 0.023, memory: 5232, top1_acc: 0.4383, top5_acc: 0.6734, loss_cls: 2.5195, loss: 2.5195, grad_norm: 5.4457 2020-07-27 23:06:40,076 - mmaction - INFO - Epoch [149][2660/3757] lr: 7.598e-03, eta: 20:27:11, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4391, top5_acc: 0.6711, loss_cls: 2.5077, loss: 2.5077, grad_norm: 5.6176 2020-07-27 23:06:51,517 - mmaction - INFO - Epoch [149][2680/3757] lr: 7.598e-03, eta: 20:26:58, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4531, top5_acc: 0.6898, loss_cls: 2.4209, loss: 2.4209, grad_norm: 5.4766 2020-07-27 23:07:02,975 - mmaction - INFO - Epoch [149][2700/3757] lr: 7.598e-03, eta: 20:26:45, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4430, top5_acc: 0.6695, loss_cls: 2.4497, loss: 2.4497, grad_norm: 5.4887 2020-07-27 23:07:14,431 - mmaction - INFO - Epoch [149][2720/3757] lr: 7.598e-03, eta: 20:26:32, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4437, top5_acc: 0.6937, loss_cls: 2.4839, loss: 2.4839, grad_norm: 5.5691 2020-07-27 23:07:25,896 - mmaction - INFO - Epoch [149][2740/3757] lr: 7.598e-03, eta: 20:26:19, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4570, top5_acc: 0.6977, loss_cls: 2.4146, loss: 2.4146, grad_norm: 5.5783 2020-07-27 23:07:37,357 - mmaction - INFO - Epoch [149][2760/3757] lr: 7.598e-03, eta: 20:26:07, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4531, top5_acc: 0.6961, loss_cls: 2.4385, loss: 2.4385, grad_norm: 5.5057 2020-07-27 23:07:48,795 - mmaction - INFO - Epoch [149][2780/3757] lr: 7.598e-03, eta: 20:25:54, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.4789, top5_acc: 0.7125, loss_cls: 2.3808, loss: 2.3808, grad_norm: 5.3876 2020-07-27 23:08:00,224 - mmaction - INFO - Epoch [149][2800/3757] lr: 7.598e-03, eta: 20:25:41, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.4500, top5_acc: 0.6836, loss_cls: 2.4552, loss: 2.4552, grad_norm: 5.5700 2020-07-27 23:08:11,606 - mmaction - INFO - Epoch [149][2820/3757] lr: 7.598e-03, eta: 20:25:28, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4477, top5_acc: 0.6883, loss_cls: 2.4870, loss: 2.4870, grad_norm: 5.5643 2020-07-27 23:08:23,691 - mmaction - INFO - Epoch [149][2840/3757] lr: 7.598e-03, eta: 20:25:16, time: 0.603, data_time: 0.040, memory: 5232, top1_acc: 0.4477, top5_acc: 0.6828, loss_cls: 2.4531, loss: 2.4531, grad_norm: 5.4941 2020-07-27 23:08:35,083 - mmaction - INFO - Epoch [149][2860/3757] lr: 7.598e-03, eta: 20:25:03, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.4250, top5_acc: 0.6742, loss_cls: 2.5045, loss: 2.5045, grad_norm: 5.5140 2020-07-27 23:08:46,531 - mmaction - INFO - Epoch [149][2880/3757] lr: 7.598e-03, eta: 20:24:50, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5023, top5_acc: 0.7156, loss_cls: 2.3090, loss: 2.3090, grad_norm: 5.3185 2020-07-27 23:08:57,919 - mmaction - INFO - Epoch [149][2900/3757] lr: 7.598e-03, eta: 20:24:37, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4344, top5_acc: 0.6711, loss_cls: 2.5341, loss: 2.5341, grad_norm: 5.6991 2020-07-27 23:09:09,349 - mmaction - INFO - Epoch [149][2920/3757] lr: 7.598e-03, eta: 20:24:24, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4430, top5_acc: 0.6930, loss_cls: 2.4503, loss: 2.4503, grad_norm: 5.6992 2020-07-27 23:09:20,701 - mmaction - INFO - Epoch [149][2940/3757] lr: 7.598e-03, eta: 20:24:11, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4547, top5_acc: 0.6727, loss_cls: 2.5158, loss: 2.5158, grad_norm: 5.4965 2020-07-27 23:09:32,146 - mmaction - INFO - Epoch [149][2960/3757] lr: 7.598e-03, eta: 20:23:59, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4234, top5_acc: 0.6703, loss_cls: 2.5315, loss: 2.5315, grad_norm: 5.6309 2020-07-27 23:09:43,769 - mmaction - INFO - Epoch [149][2980/3757] lr: 7.598e-03, eta: 20:23:46, time: 0.581, data_time: 0.013, memory: 5232, top1_acc: 0.4406, top5_acc: 0.6648, loss_cls: 2.4664, loss: 2.4664, grad_norm: 5.3893 2020-07-27 23:09:55,317 - mmaction - INFO - Epoch [149][3000/3757] lr: 7.598e-03, eta: 20:23:33, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.4492, top5_acc: 0.6648, loss_cls: 2.5204, loss: 2.5204, grad_norm: 5.5314 2020-07-27 23:10:06,819 - mmaction - INFO - Epoch [149][3020/3757] lr: 7.598e-03, eta: 20:23:20, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4648, top5_acc: 0.6836, loss_cls: 2.4472, loss: 2.4472, grad_norm: 5.4168 2020-07-27 23:10:18,893 - mmaction - INFO - Epoch [149][3040/3757] lr: 7.598e-03, eta: 20:23:08, time: 0.604, data_time: 0.035, memory: 5232, top1_acc: 0.4469, top5_acc: 0.6906, loss_cls: 2.5083, loss: 2.5083, grad_norm: 5.7126 2020-07-27 23:10:30,238 - mmaction - INFO - Epoch [149][3060/3757] lr: 7.598e-03, eta: 20:22:55, time: 0.567, data_time: 0.001, memory: 5232, top1_acc: 0.4531, top5_acc: 0.6867, loss_cls: 2.4841, loss: 2.4841, grad_norm: 5.6194 2020-07-27 23:10:41,669 - mmaction - INFO - Epoch [149][3080/3757] lr: 7.598e-03, eta: 20:22:42, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4641, top5_acc: 0.6805, loss_cls: 2.4394, loss: 2.4394, grad_norm: 5.4718 2020-07-27 23:10:53,746 - mmaction - INFO - Epoch [149][3100/3757] lr: 7.598e-03, eta: 20:22:29, time: 0.603, data_time: 0.040, memory: 5232, top1_acc: 0.4555, top5_acc: 0.6883, loss_cls: 2.4197, loss: 2.4197, grad_norm: 5.3984 2020-07-27 23:11:05,118 - mmaction - INFO - Epoch [149][3120/3757] lr: 7.598e-03, eta: 20:22:16, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4836, top5_acc: 0.7047, loss_cls: 2.3321, loss: 2.3321, grad_norm: 5.2768 2020-07-27 23:11:16,481 - mmaction - INFO - Epoch [149][3140/3757] lr: 7.598e-03, eta: 20:22:03, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4492, top5_acc: 0.6898, loss_cls: 2.4162, loss: 2.4162, grad_norm: 5.6597 2020-07-27 23:11:27,956 - mmaction - INFO - Epoch [149][3160/3757] lr: 7.598e-03, eta: 20:21:51, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4500, top5_acc: 0.6836, loss_cls: 2.4233, loss: 2.4233, grad_norm: 5.4680 2020-07-27 23:11:39,318 - mmaction - INFO - Epoch [149][3180/3757] lr: 7.598e-03, eta: 20:21:38, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4484, top5_acc: 0.6937, loss_cls: 2.4558, loss: 2.4558, grad_norm: 5.4961 2020-07-27 23:11:50,827 - mmaction - INFO - Epoch [149][3200/3757] lr: 7.598e-03, eta: 20:21:25, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4398, top5_acc: 0.6852, loss_cls: 2.5119, loss: 2.5119, grad_norm: 5.4578 2020-07-27 23:12:02,244 - mmaction - INFO - Epoch [149][3220/3757] lr: 7.598e-03, eta: 20:21:12, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.4719, top5_acc: 0.7133, loss_cls: 2.3375, loss: 2.3375, grad_norm: 5.5256 2020-07-27 23:12:13,699 - mmaction - INFO - Epoch [149][3240/3757] lr: 7.598e-03, eta: 20:20:59, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4406, top5_acc: 0.6742, loss_cls: 2.5188, loss: 2.5188, grad_norm: 5.5482 2020-07-27 23:12:25,030 - mmaction - INFO - Epoch [149][3260/3757] lr: 7.598e-03, eta: 20:20:47, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4305, top5_acc: 0.6656, loss_cls: 2.5643, loss: 2.5643, grad_norm: 5.7087 2020-07-27 23:12:36,434 - mmaction - INFO - Epoch [149][3280/3757] lr: 7.598e-03, eta: 20:20:34, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4562, top5_acc: 0.6891, loss_cls: 2.4033, loss: 2.4033, grad_norm: 5.4639 2020-07-27 23:12:47,837 - mmaction - INFO - Epoch [149][3300/3757] lr: 7.598e-03, eta: 20:20:21, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4602, top5_acc: 0.6852, loss_cls: 2.4089, loss: 2.4089, grad_norm: 5.3855 2020-07-27 23:12:59,287 - mmaction - INFO - Epoch [149][3320/3757] lr: 7.598e-03, eta: 20:20:08, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4383, top5_acc: 0.6734, loss_cls: 2.5051, loss: 2.5051, grad_norm: 5.4888 2020-07-27 23:13:10,751 - mmaction - INFO - Epoch [149][3340/3757] lr: 7.598e-03, eta: 20:19:55, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4680, top5_acc: 0.6883, loss_cls: 2.3903, loss: 2.3903, grad_norm: 5.4511 2020-07-27 23:13:22,170 - mmaction - INFO - Epoch [149][3360/3757] lr: 7.598e-03, eta: 20:19:42, time: 0.571, data_time: 0.001, memory: 5232, top1_acc: 0.4617, top5_acc: 0.6852, loss_cls: 2.5102, loss: 2.5102, grad_norm: 5.4078 2020-07-27 23:13:33,545 - mmaction - INFO - Epoch [149][3380/3757] lr: 7.598e-03, eta: 20:19:30, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.4711, top5_acc: 0.7078, loss_cls: 2.3332, loss: 2.3332, grad_norm: 5.3612 2020-07-27 23:13:44,931 - mmaction - INFO - Epoch [149][3400/3757] lr: 7.598e-03, eta: 20:19:17, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4508, top5_acc: 0.6859, loss_cls: 2.4630, loss: 2.4630, grad_norm: 5.6111 2020-07-27 23:13:56,372 - mmaction - INFO - Epoch [149][3420/3757] lr: 7.598e-03, eta: 20:19:04, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4469, top5_acc: 0.6625, loss_cls: 2.5442, loss: 2.5442, grad_norm: 5.7581 2020-07-27 23:14:07,875 - mmaction - INFO - Epoch [149][3440/3757] lr: 7.598e-03, eta: 20:18:51, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4641, top5_acc: 0.6703, loss_cls: 2.5023, loss: 2.5023, grad_norm: 5.6098 2020-07-27 23:14:19,300 - mmaction - INFO - Epoch [149][3460/3757] lr: 7.598e-03, eta: 20:18:38, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4453, top5_acc: 0.6945, loss_cls: 2.4342, loss: 2.4342, grad_norm: 5.4854 2020-07-27 23:14:30,867 - mmaction - INFO - Epoch [149][3480/3757] lr: 7.598e-03, eta: 20:18:26, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.4313, top5_acc: 0.6602, loss_cls: 2.5874, loss: 2.5874, grad_norm: 5.4594 2020-07-27 23:14:42,284 - mmaction - INFO - Epoch [149][3500/3757] lr: 7.598e-03, eta: 20:18:13, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4492, top5_acc: 0.6883, loss_cls: 2.4656, loss: 2.4656, grad_norm: 5.6502 2020-07-27 23:14:54,079 - mmaction - INFO - Epoch [149][3520/3757] lr: 7.598e-03, eta: 20:18:00, time: 0.590, data_time: 0.022, memory: 5232, top1_acc: 0.4500, top5_acc: 0.6703, loss_cls: 2.5031, loss: 2.5031, grad_norm: 5.6572 2020-07-27 23:15:05,566 - mmaction - INFO - Epoch [149][3540/3757] lr: 7.598e-03, eta: 20:17:47, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4305, top5_acc: 0.6820, loss_cls: 2.5425, loss: 2.5425, grad_norm: 5.6105 2020-07-27 23:15:17,008 - mmaction - INFO - Epoch [149][3560/3757] lr: 7.598e-03, eta: 20:17:34, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4484, top5_acc: 0.6859, loss_cls: 2.5013, loss: 2.5013, grad_norm: 5.3843 2020-07-27 23:15:28,918 - mmaction - INFO - Epoch [149][3580/3757] lr: 7.598e-03, eta: 20:17:22, time: 0.596, data_time: 0.030, memory: 5232, top1_acc: 0.4250, top5_acc: 0.6789, loss_cls: 2.5281, loss: 2.5281, grad_norm: 5.6512 2020-07-27 23:15:40,373 - mmaction - INFO - Epoch [149][3600/3757] lr: 7.598e-03, eta: 20:17:09, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.4492, top5_acc: 0.6742, loss_cls: 2.4572, loss: 2.4572, grad_norm: 5.5177 2020-07-27 23:15:51,846 - mmaction - INFO - Epoch [149][3620/3757] lr: 7.598e-03, eta: 20:16:56, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.4352, top5_acc: 0.6609, loss_cls: 2.5347, loss: 2.5347, grad_norm: 5.6110 2020-07-27 23:16:03,219 - mmaction - INFO - Epoch [149][3640/3757] lr: 7.598e-03, eta: 20:16:43, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4664, top5_acc: 0.7047, loss_cls: 2.3521, loss: 2.3521, grad_norm: 5.4201 2020-07-27 23:16:14,589 - mmaction - INFO - Epoch [149][3660/3757] lr: 7.598e-03, eta: 20:16:30, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4734, top5_acc: 0.7141, loss_cls: 2.3982, loss: 2.3982, grad_norm: 5.5319 2020-07-27 23:16:26,137 - mmaction - INFO - Epoch [149][3680/3757] lr: 7.598e-03, eta: 20:16:18, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.4547, top5_acc: 0.6883, loss_cls: 2.4559, loss: 2.4559, grad_norm: 5.8126 2020-07-27 23:16:37,527 - mmaction - INFO - Epoch [149][3700/3757] lr: 7.598e-03, eta: 20:16:05, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4516, top5_acc: 0.6961, loss_cls: 2.4443, loss: 2.4443, grad_norm: 5.6903 2020-07-27 23:16:48,900 - mmaction - INFO - Epoch [149][3720/3757] lr: 7.598e-03, eta: 20:15:52, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.4359, top5_acc: 0.6797, loss_cls: 2.4891, loss: 2.4891, grad_norm: 5.6508 2020-07-27 23:17:00,443 - mmaction - INFO - Epoch [149][3740/3757] lr: 7.598e-03, eta: 20:15:39, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.4508, top5_acc: 0.6914, loss_cls: 2.4561, loss: 2.4561, grad_norm: 5.5902 2020-07-27 23:22:15,761 - mmaction - INFO - Epoch [150][20/3757] lr: 7.142e-03, eta: 20:16:26, time: 14.031, data_time: 13.242, memory: 5232, top1_acc: 0.4484, top5_acc: 0.6883, loss_cls: 2.4470, loss: 2.4470, grad_norm: 5.6970 2020-07-27 23:22:27,090 - mmaction - INFO - Epoch [150][40/3757] lr: 7.142e-03, eta: 20:16:13, time: 0.567, data_time: 0.004, memory: 5232, top1_acc: 0.4547, top5_acc: 0.6977, loss_cls: 2.4043, loss: 2.4043, grad_norm: 5.4069 2020-07-27 23:22:38,396 - mmaction - INFO - Epoch [150][60/3757] lr: 7.142e-03, eta: 20:16:00, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.4453, top5_acc: 0.6883, loss_cls: 2.4647, loss: 2.4647, grad_norm: 5.6574 2020-07-27 23:22:49,776 - mmaction - INFO - Epoch [150][80/3757] lr: 7.142e-03, eta: 20:15:47, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4539, top5_acc: 0.6922, loss_cls: 2.4104, loss: 2.4104, grad_norm: 5.6221 2020-07-27 23:23:01,167 - mmaction - INFO - Epoch [150][100/3757] lr: 7.142e-03, eta: 20:15:34, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4484, top5_acc: 0.7094, loss_cls: 2.3755, loss: 2.3755, grad_norm: 5.4478 2020-07-27 23:23:12,542 - mmaction - INFO - Epoch [150][120/3757] lr: 7.142e-03, eta: 20:15:22, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4586, top5_acc: 0.7016, loss_cls: 2.3751, loss: 2.3751, grad_norm: 5.5302 2020-07-27 23:23:23,988 - mmaction - INFO - Epoch [150][140/3757] lr: 7.142e-03, eta: 20:15:09, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.4672, top5_acc: 0.6906, loss_cls: 2.3799, loss: 2.3799, grad_norm: 5.5353 2020-07-27 23:23:35,339 - mmaction - INFO - Epoch [150][160/3757] lr: 7.142e-03, eta: 20:14:56, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4703, top5_acc: 0.7000, loss_cls: 2.3431, loss: 2.3431, grad_norm: 5.6127 2020-07-27 23:23:46,613 - mmaction - INFO - Epoch [150][180/3757] lr: 7.142e-03, eta: 20:14:43, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.4656, top5_acc: 0.7086, loss_cls: 2.3688, loss: 2.3688, grad_norm: 5.4908 2020-07-27 23:23:58,019 - mmaction - INFO - Epoch [150][200/3757] lr: 7.142e-03, eta: 20:14:30, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4625, top5_acc: 0.6961, loss_cls: 2.4404, loss: 2.4404, grad_norm: 5.6139 2020-07-27 23:24:09,392 - mmaction - INFO - Epoch [150][220/3757] lr: 7.142e-03, eta: 20:14:17, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4523, top5_acc: 0.6797, loss_cls: 2.4397, loss: 2.4397, grad_norm: 5.4873 2020-07-27 23:24:20,701 - mmaction - INFO - Epoch [150][240/3757] lr: 7.142e-03, eta: 20:14:05, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.4695, top5_acc: 0.7086, loss_cls: 2.3113, loss: 2.3113, grad_norm: 5.4839 2020-07-27 23:24:32,021 - mmaction - INFO - Epoch [150][260/3757] lr: 7.142e-03, eta: 20:13:52, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4523, top5_acc: 0.6984, loss_cls: 2.4319, loss: 2.4319, grad_norm: 5.6532 2020-07-27 23:24:43,412 - mmaction - INFO - Epoch [150][280/3757] lr: 7.142e-03, eta: 20:13:39, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4516, top5_acc: 0.6945, loss_cls: 2.3964, loss: 2.3964, grad_norm: 5.4231 2020-07-27 23:24:54,798 - mmaction - INFO - Epoch [150][300/3757] lr: 7.142e-03, eta: 20:13:26, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.4602, top5_acc: 0.6859, loss_cls: 2.4572, loss: 2.4572, grad_norm: 5.4853 2020-07-27 23:25:06,161 - mmaction - INFO - Epoch [150][320/3757] lr: 7.142e-03, eta: 20:13:13, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4328, top5_acc: 0.6727, loss_cls: 2.5724, loss: 2.5724, grad_norm: 5.6294 2020-07-27 23:25:17,449 - mmaction - INFO - Epoch [150][340/3757] lr: 7.142e-03, eta: 20:13:00, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.4664, top5_acc: 0.7000, loss_cls: 2.3834, loss: 2.3834, grad_norm: 5.5122 2020-07-27 23:25:28,855 - mmaction - INFO - Epoch [150][360/3757] lr: 7.142e-03, eta: 20:12:47, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4930, top5_acc: 0.7148, loss_cls: 2.3479, loss: 2.3479, grad_norm: 5.4511 2020-07-27 23:25:40,238 - mmaction - INFO - Epoch [150][380/3757] lr: 7.142e-03, eta: 20:12:35, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4789, top5_acc: 0.7156, loss_cls: 2.3288, loss: 2.3288, grad_norm: 5.5409 2020-07-27 23:25:51,602 - mmaction - INFO - Epoch [150][400/3757] lr: 7.142e-03, eta: 20:12:22, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4555, top5_acc: 0.7000, loss_cls: 2.3951, loss: 2.3951, grad_norm: 5.7040 2020-07-27 23:26:03,218 - mmaction - INFO - Epoch [150][420/3757] lr: 7.142e-03, eta: 20:12:09, time: 0.582, data_time: 0.019, memory: 5232, top1_acc: 0.4477, top5_acc: 0.6750, loss_cls: 2.4838, loss: 2.4838, grad_norm: 5.5576 2020-07-27 23:26:14,617 - mmaction - INFO - Epoch [150][440/3757] lr: 7.142e-03, eta: 20:11:56, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4688, top5_acc: 0.7094, loss_cls: 2.3485, loss: 2.3485, grad_norm: 5.6522 2020-07-27 23:26:25,987 - mmaction - INFO - Epoch [150][460/3757] lr: 7.142e-03, eta: 20:11:43, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4688, top5_acc: 0.7055, loss_cls: 2.3485, loss: 2.3485, grad_norm: 5.6327 2020-07-27 23:26:37,444 - mmaction - INFO - Epoch [150][480/3757] lr: 7.142e-03, eta: 20:11:30, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4547, top5_acc: 0.7008, loss_cls: 2.3888, loss: 2.3888, grad_norm: 5.6622 2020-07-27 23:26:48,797 - mmaction - INFO - Epoch [150][500/3757] lr: 7.142e-03, eta: 20:11:18, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4656, top5_acc: 0.6953, loss_cls: 2.3950, loss: 2.3950, grad_norm: 5.4977 2020-07-27 23:27:00,151 - mmaction - INFO - Epoch [150][520/3757] lr: 7.142e-03, eta: 20:11:05, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4828, top5_acc: 0.6984, loss_cls: 2.3275, loss: 2.3275, grad_norm: 5.4717 2020-07-27 23:27:11,512 - mmaction - INFO - Epoch [150][540/3757] lr: 7.142e-03, eta: 20:10:52, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.4445, top5_acc: 0.6773, loss_cls: 2.4937, loss: 2.4937, grad_norm: 5.5381 2020-07-27 23:27:27,676 - mmaction - INFO - Epoch [150][560/3757] lr: 7.142e-03, eta: 20:10:40, time: 0.808, data_time: 0.238, memory: 5232, top1_acc: 0.4383, top5_acc: 0.6617, loss_cls: 2.5693, loss: 2.5693, grad_norm: 5.7269 2020-07-27 23:27:42,992 - mmaction - INFO - Epoch [150][580/3757] lr: 7.142e-03, eta: 20:10:29, time: 0.766, data_time: 0.150, memory: 5232, top1_acc: 0.4836, top5_acc: 0.7195, loss_cls: 2.3049, loss: 2.3049, grad_norm: 5.4975 2020-07-27 23:27:54,745 - mmaction - INFO - Epoch [150][600/3757] lr: 7.142e-03, eta: 20:10:16, time: 0.587, data_time: 0.022, memory: 5232, top1_acc: 0.4398, top5_acc: 0.6922, loss_cls: 2.4899, loss: 2.4899, grad_norm: 5.7262 2020-07-27 23:28:06,413 - mmaction - INFO - Epoch [150][620/3757] lr: 7.142e-03, eta: 20:10:03, time: 0.583, data_time: 0.014, memory: 5232, top1_acc: 0.4680, top5_acc: 0.6969, loss_cls: 2.3891, loss: 2.3891, grad_norm: 5.4395 2020-07-27 23:28:18,124 - mmaction - INFO - Epoch [150][640/3757] lr: 7.142e-03, eta: 20:09:50, time: 0.586, data_time: 0.025, memory: 5232, top1_acc: 0.4680, top5_acc: 0.6891, loss_cls: 2.4082, loss: 2.4082, grad_norm: 5.6376 2020-07-27 23:28:29,792 - mmaction - INFO - Epoch [150][660/3757] lr: 7.142e-03, eta: 20:09:37, time: 0.583, data_time: 0.018, memory: 5232, top1_acc: 0.4336, top5_acc: 0.6852, loss_cls: 2.4793, loss: 2.4793, grad_norm: 5.7352 2020-07-27 23:28:41,610 - mmaction - INFO - Epoch [150][680/3757] lr: 7.142e-03, eta: 20:09:25, time: 0.591, data_time: 0.025, memory: 5232, top1_acc: 0.4555, top5_acc: 0.6961, loss_cls: 2.3819, loss: 2.3819, grad_norm: 5.7067 2020-07-27 23:28:53,306 - mmaction - INFO - Epoch [150][700/3757] lr: 7.142e-03, eta: 20:09:12, time: 0.584, data_time: 0.026, memory: 5232, top1_acc: 0.4562, top5_acc: 0.7070, loss_cls: 2.3739, loss: 2.3739, grad_norm: 5.5541 2020-07-27 23:29:04,673 - mmaction - INFO - Epoch [150][720/3757] lr: 7.142e-03, eta: 20:08:59, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4570, top5_acc: 0.6969, loss_cls: 2.3586, loss: 2.3586, grad_norm: 5.6397 2020-07-27 23:29:20,296 - mmaction - INFO - Epoch [150][740/3757] lr: 7.142e-03, eta: 20:08:47, time: 0.782, data_time: 0.136, memory: 5232, top1_acc: 0.4539, top5_acc: 0.6906, loss_cls: 2.4353, loss: 2.4353, grad_norm: 5.5236 2020-07-27 23:29:32,000 - mmaction - INFO - Epoch [150][760/3757] lr: 7.142e-03, eta: 20:08:35, time: 0.585, data_time: 0.025, memory: 5232, top1_acc: 0.4539, top5_acc: 0.6789, loss_cls: 2.4155, loss: 2.4155, grad_norm: 5.5608 2020-07-27 23:29:43,727 - mmaction - INFO - Epoch [150][780/3757] lr: 7.142e-03, eta: 20:08:22, time: 0.586, data_time: 0.013, memory: 5232, top1_acc: 0.4594, top5_acc: 0.7031, loss_cls: 2.3687, loss: 2.3687, grad_norm: 5.5599 2020-07-27 23:29:55,643 - mmaction - INFO - Epoch [150][800/3757] lr: 7.142e-03, eta: 20:08:09, time: 0.595, data_time: 0.025, memory: 5232, top1_acc: 0.4531, top5_acc: 0.6711, loss_cls: 2.4491, loss: 2.4491, grad_norm: 5.5568 2020-07-27 23:30:07,349 - mmaction - INFO - Epoch [150][820/3757] lr: 7.142e-03, eta: 20:07:56, time: 0.586, data_time: 0.018, memory: 5232, top1_acc: 0.4594, top5_acc: 0.6789, loss_cls: 2.4293, loss: 2.4293, grad_norm: 5.6749 2020-07-27 23:30:19,225 - mmaction - INFO - Epoch [150][840/3757] lr: 7.142e-03, eta: 20:07:44, time: 0.594, data_time: 0.025, memory: 5232, top1_acc: 0.4586, top5_acc: 0.6781, loss_cls: 2.4499, loss: 2.4499, grad_norm: 5.7079 2020-07-27 23:30:30,992 - mmaction - INFO - Epoch [150][860/3757] lr: 7.142e-03, eta: 20:07:31, time: 0.588, data_time: 0.016, memory: 5232, top1_acc: 0.4766, top5_acc: 0.6906, loss_cls: 2.4293, loss: 2.4293, grad_norm: 5.6621 2020-07-27 23:30:42,743 - mmaction - INFO - Epoch [150][880/3757] lr: 7.142e-03, eta: 20:07:18, time: 0.587, data_time: 0.022, memory: 5232, top1_acc: 0.4203, top5_acc: 0.6594, loss_cls: 2.5635, loss: 2.5635, grad_norm: 5.7883 2020-07-27 23:30:54,152 - mmaction - INFO - Epoch [150][900/3757] lr: 7.142e-03, eta: 20:07:05, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4430, top5_acc: 0.6766, loss_cls: 2.4727, loss: 2.4727, grad_norm: 5.6557 2020-07-27 23:31:05,562 - mmaction - INFO - Epoch [150][920/3757] lr: 7.142e-03, eta: 20:06:53, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4437, top5_acc: 0.6883, loss_cls: 2.4852, loss: 2.4852, grad_norm: 5.8232 2020-07-27 23:31:17,033 - mmaction - INFO - Epoch [150][940/3757] lr: 7.142e-03, eta: 20:06:40, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4633, top5_acc: 0.6875, loss_cls: 2.4604, loss: 2.4604, grad_norm: 5.5032 2020-07-27 23:31:28,524 - mmaction - INFO - Epoch [150][960/3757] lr: 7.142e-03, eta: 20:06:27, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4406, top5_acc: 0.6687, loss_cls: 2.4674, loss: 2.4674, grad_norm: 5.4749 2020-07-27 23:31:39,870 - mmaction - INFO - Epoch [150][980/3757] lr: 7.142e-03, eta: 20:06:14, time: 0.567, data_time: 0.001, memory: 5232, top1_acc: 0.4500, top5_acc: 0.6781, loss_cls: 2.4570, loss: 2.4570, grad_norm: 5.3616 2020-07-27 23:31:51,294 - mmaction - INFO - Epoch [150][1000/3757] lr: 7.142e-03, eta: 20:06:01, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4469, top5_acc: 0.6859, loss_cls: 2.4519, loss: 2.4519, grad_norm: 5.5020 2020-07-27 23:32:02,731 - mmaction - INFO - Epoch [150][1020/3757] lr: 7.142e-03, eta: 20:05:48, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4492, top5_acc: 0.6859, loss_cls: 2.4687, loss: 2.4687, grad_norm: 5.5294 2020-07-27 23:32:14,104 - mmaction - INFO - Epoch [150][1040/3757] lr: 7.142e-03, eta: 20:05:36, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4617, top5_acc: 0.6883, loss_cls: 2.4278, loss: 2.4278, grad_norm: 5.3461 2020-07-27 23:32:25,546 - mmaction - INFO - Epoch [150][1060/3757] lr: 7.142e-03, eta: 20:05:23, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4422, top5_acc: 0.6937, loss_cls: 2.4747, loss: 2.4747, grad_norm: 5.7691 2020-07-27 23:32:36,937 - mmaction - INFO - Epoch [150][1080/3757] lr: 7.142e-03, eta: 20:05:10, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4633, top5_acc: 0.6992, loss_cls: 2.4078, loss: 2.4078, grad_norm: 5.4456 2020-07-27 23:32:48,246 - mmaction - INFO - Epoch [150][1100/3757] lr: 7.142e-03, eta: 20:04:57, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.4547, top5_acc: 0.6898, loss_cls: 2.4669, loss: 2.4669, grad_norm: 5.6066 2020-07-27 23:32:59,695 - mmaction - INFO - Epoch [150][1120/3757] lr: 7.142e-03, eta: 20:04:44, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4398, top5_acc: 0.6625, loss_cls: 2.5862, loss: 2.5862, grad_norm: 5.7292 2020-07-27 23:33:11,095 - mmaction - INFO - Epoch [150][1140/3757] lr: 7.142e-03, eta: 20:04:31, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4516, top5_acc: 0.6891, loss_cls: 2.4508, loss: 2.4508, grad_norm: 5.6787 2020-07-27 23:33:22,558 - mmaction - INFO - Epoch [150][1160/3757] lr: 7.142e-03, eta: 20:04:19, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.4664, top5_acc: 0.7023, loss_cls: 2.4135, loss: 2.4135, grad_norm: 5.4738 2020-07-27 23:33:33,939 - mmaction - INFO - Epoch [150][1180/3757] lr: 7.142e-03, eta: 20:04:06, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4375, top5_acc: 0.6750, loss_cls: 2.5601, loss: 2.5601, grad_norm: 5.7473 2020-07-27 23:33:45,294 - mmaction - INFO - Epoch [150][1200/3757] lr: 7.142e-03, eta: 20:03:53, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4461, top5_acc: 0.6883, loss_cls: 2.4176, loss: 2.4176, grad_norm: 5.6134 2020-07-27 23:33:57,061 - mmaction - INFO - Epoch [150][1220/3757] lr: 7.142e-03, eta: 20:03:40, time: 0.588, data_time: 0.024, memory: 5232, top1_acc: 0.4594, top5_acc: 0.6820, loss_cls: 2.4392, loss: 2.4392, grad_norm: 5.6993 2020-07-27 23:34:08,480 - mmaction - INFO - Epoch [150][1240/3757] lr: 7.142e-03, eta: 20:03:27, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4711, top5_acc: 0.6922, loss_cls: 2.4337, loss: 2.4337, grad_norm: 5.7140 2020-07-27 23:34:19,845 - mmaction - INFO - Epoch [150][1260/3757] lr: 7.142e-03, eta: 20:03:14, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4242, top5_acc: 0.6719, loss_cls: 2.5511, loss: 2.5511, grad_norm: 5.6276 2020-07-27 23:34:31,154 - mmaction - INFO - Epoch [150][1280/3757] lr: 7.142e-03, eta: 20:03:02, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4547, top5_acc: 0.6961, loss_cls: 2.4382, loss: 2.4382, grad_norm: 5.5068 2020-07-27 23:34:42,509 - mmaction - INFO - Epoch [150][1300/3757] lr: 7.142e-03, eta: 20:02:49, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4539, top5_acc: 0.6906, loss_cls: 2.4531, loss: 2.4531, grad_norm: 5.5535 2020-07-27 23:34:54,044 - mmaction - INFO - Epoch [150][1320/3757] lr: 7.142e-03, eta: 20:02:36, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.4852, top5_acc: 0.7094, loss_cls: 2.3698, loss: 2.3698, grad_norm: 5.4960 2020-07-27 23:35:05,508 - mmaction - INFO - Epoch [150][1340/3757] lr: 7.142e-03, eta: 20:02:23, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4500, top5_acc: 0.6922, loss_cls: 2.4231, loss: 2.4231, grad_norm: 5.5483 2020-07-27 23:35:16,914 - mmaction - INFO - Epoch [150][1360/3757] lr: 7.142e-03, eta: 20:02:10, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4453, top5_acc: 0.6883, loss_cls: 2.4639, loss: 2.4639, grad_norm: 5.7305 2020-07-27 23:35:28,387 - mmaction - INFO - Epoch [150][1380/3757] lr: 7.142e-03, eta: 20:01:57, time: 0.574, data_time: 0.007, memory: 5232, top1_acc: 0.4500, top5_acc: 0.6742, loss_cls: 2.4927, loss: 2.4927, grad_norm: 5.7341 2020-07-27 23:35:39,781 - mmaction - INFO - Epoch [150][1400/3757] lr: 7.142e-03, eta: 20:01:45, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4562, top5_acc: 0.6922, loss_cls: 2.4504, loss: 2.4504, grad_norm: 5.5322 2020-07-27 23:35:51,167 - mmaction - INFO - Epoch [150][1420/3757] lr: 7.142e-03, eta: 20:01:32, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4430, top5_acc: 0.6805, loss_cls: 2.4795, loss: 2.4795, grad_norm: 5.4857 2020-07-27 23:36:02,640 - mmaction - INFO - Epoch [150][1440/3757] lr: 7.142e-03, eta: 20:01:19, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4453, top5_acc: 0.6914, loss_cls: 2.4382, loss: 2.4382, grad_norm: 5.6862 2020-07-27 23:36:14,093 - mmaction - INFO - Epoch [150][1460/3757] lr: 7.142e-03, eta: 20:01:06, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4602, top5_acc: 0.6852, loss_cls: 2.4236, loss: 2.4236, grad_norm: 5.7101 2020-07-27 23:36:25,486 - mmaction - INFO - Epoch [150][1480/3757] lr: 7.142e-03, eta: 20:00:53, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4414, top5_acc: 0.6906, loss_cls: 2.4868, loss: 2.4868, grad_norm: 5.8919 2020-07-27 23:36:36,839 - mmaction - INFO - Epoch [150][1500/3757] lr: 7.142e-03, eta: 20:00:40, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4680, top5_acc: 0.6750, loss_cls: 2.4857, loss: 2.4857, grad_norm: 5.5761 2020-07-27 23:36:48,454 - mmaction - INFO - Epoch [150][1520/3757] lr: 7.142e-03, eta: 20:00:28, time: 0.580, data_time: 0.019, memory: 5232, top1_acc: 0.4703, top5_acc: 0.7172, loss_cls: 2.3325, loss: 2.3325, grad_norm: 5.3995 2020-07-27 23:36:59,822 - mmaction - INFO - Epoch [150][1540/3757] lr: 7.142e-03, eta: 20:00:15, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4562, top5_acc: 0.6719, loss_cls: 2.4622, loss: 2.4622, grad_norm: 5.6907 2020-07-27 23:37:11,278 - mmaction - INFO - Epoch [150][1560/3757] lr: 7.142e-03, eta: 20:00:02, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.4492, top5_acc: 0.6922, loss_cls: 2.4811, loss: 2.4811, grad_norm: 5.5961 2020-07-27 23:37:22,727 - mmaction - INFO - Epoch [150][1580/3757] lr: 7.142e-03, eta: 19:59:49, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4758, top5_acc: 0.6867, loss_cls: 2.3500, loss: 2.3500, grad_norm: 5.4804 2020-07-27 23:37:34,219 - mmaction - INFO - Epoch [150][1600/3757] lr: 7.142e-03, eta: 19:59:36, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4508, top5_acc: 0.6852, loss_cls: 2.4623, loss: 2.4623, grad_norm: 5.7251 2020-07-27 23:37:45,729 - mmaction - INFO - Epoch [150][1620/3757] lr: 7.142e-03, eta: 19:59:24, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4602, top5_acc: 0.7125, loss_cls: 2.3223, loss: 2.3223, grad_norm: 5.4473 2020-07-27 23:37:57,119 - mmaction - INFO - Epoch [150][1640/3757] lr: 7.142e-03, eta: 19:59:11, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4414, top5_acc: 0.6641, loss_cls: 2.5182, loss: 2.5182, grad_norm: 5.8542 2020-07-27 23:38:08,618 - mmaction - INFO - Epoch [150][1660/3757] lr: 7.142e-03, eta: 19:58:58, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4500, top5_acc: 0.6805, loss_cls: 2.4903, loss: 2.4903, grad_norm: 5.6981 2020-07-27 23:38:20,094 - mmaction - INFO - Epoch [150][1680/3757] lr: 7.142e-03, eta: 19:58:45, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4586, top5_acc: 0.6828, loss_cls: 2.4452, loss: 2.4452, grad_norm: 5.7189 2020-07-27 23:38:31,489 - mmaction - INFO - Epoch [150][1700/3757] lr: 7.142e-03, eta: 19:58:32, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4680, top5_acc: 0.7039, loss_cls: 2.4099, loss: 2.4099, grad_norm: 5.5720 2020-07-27 23:38:42,979 - mmaction - INFO - Epoch [150][1720/3757] lr: 7.142e-03, eta: 19:58:20, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4719, top5_acc: 0.6969, loss_cls: 2.3965, loss: 2.3965, grad_norm: 5.4297 2020-07-27 23:38:54,373 - mmaction - INFO - Epoch [150][1740/3757] lr: 7.142e-03, eta: 19:58:07, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4273, top5_acc: 0.6836, loss_cls: 2.5204, loss: 2.5204, grad_norm: 5.6667 2020-07-27 23:39:05,781 - mmaction - INFO - Epoch [150][1760/3757] lr: 7.142e-03, eta: 19:57:54, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4422, top5_acc: 0.6859, loss_cls: 2.4234, loss: 2.4234, grad_norm: 5.4556 2020-07-27 23:39:17,276 - mmaction - INFO - Epoch [150][1780/3757] lr: 7.142e-03, eta: 19:57:41, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4461, top5_acc: 0.6805, loss_cls: 2.4263, loss: 2.4263, grad_norm: 5.5334 2020-07-27 23:39:28,745 - mmaction - INFO - Epoch [150][1800/3757] lr: 7.142e-03, eta: 19:57:28, time: 0.573, data_time: 0.005, memory: 5232, top1_acc: 0.4555, top5_acc: 0.6922, loss_cls: 2.4173, loss: 2.4173, grad_norm: 5.7816 2020-07-27 23:39:40,206 - mmaction - INFO - Epoch [150][1820/3757] lr: 7.142e-03, eta: 19:57:15, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.4609, top5_acc: 0.6992, loss_cls: 2.4245, loss: 2.4245, grad_norm: 5.5917 2020-07-27 23:39:51,551 - mmaction - INFO - Epoch [150][1840/3757] lr: 7.142e-03, eta: 19:57:03, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4445, top5_acc: 0.6781, loss_cls: 2.4814, loss: 2.4814, grad_norm: 5.7477 2020-07-27 23:40:02,927 - mmaction - INFO - Epoch [150][1860/3757] lr: 7.142e-03, eta: 19:56:50, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4609, top5_acc: 0.7000, loss_cls: 2.3867, loss: 2.3867, grad_norm: 5.4273 2020-07-27 23:40:14,350 - mmaction - INFO - Epoch [150][1880/3757] lr: 7.142e-03, eta: 19:56:37, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4445, top5_acc: 0.6922, loss_cls: 2.4391, loss: 2.4391, grad_norm: 5.6531 2020-07-27 23:40:25,770 - mmaction - INFO - Epoch [150][1900/3757] lr: 7.142e-03, eta: 19:56:24, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.4445, top5_acc: 0.6867, loss_cls: 2.4410, loss: 2.4410, grad_norm: 5.6641 2020-07-27 23:40:37,105 - mmaction - INFO - Epoch [150][1920/3757] lr: 7.142e-03, eta: 19:56:11, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4781, top5_acc: 0.7195, loss_cls: 2.2856, loss: 2.2856, grad_norm: 5.4913 2020-07-27 23:40:48,683 - mmaction - INFO - Epoch [150][1940/3757] lr: 7.142e-03, eta: 19:55:58, time: 0.578, data_time: 0.013, memory: 5232, top1_acc: 0.4531, top5_acc: 0.7023, loss_cls: 2.4019, loss: 2.4019, grad_norm: 5.5597 2020-07-27 23:41:00,121 - mmaction - INFO - Epoch [150][1960/3757] lr: 7.142e-03, eta: 19:55:46, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.4156, top5_acc: 0.6711, loss_cls: 2.5391, loss: 2.5391, grad_norm: 5.6642 2020-07-27 23:41:11,600 - mmaction - INFO - Epoch [150][1980/3757] lr: 7.142e-03, eta: 19:55:33, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4477, top5_acc: 0.6961, loss_cls: 2.4205, loss: 2.4205, grad_norm: 5.7795 2020-07-27 23:41:23,021 - mmaction - INFO - Epoch [150][2000/3757] lr: 7.142e-03, eta: 19:55:20, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.4523, top5_acc: 0.7078, loss_cls: 2.3405, loss: 2.3405, grad_norm: 5.5923 2020-07-27 23:41:34,484 - mmaction - INFO - Epoch [150][2020/3757] lr: 7.142e-03, eta: 19:55:07, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4383, top5_acc: 0.6930, loss_cls: 2.4787, loss: 2.4787, grad_norm: 5.6603 2020-07-27 23:41:45,927 - mmaction - INFO - Epoch [150][2040/3757] lr: 7.142e-03, eta: 19:54:54, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4656, top5_acc: 0.6867, loss_cls: 2.4133, loss: 2.4133, grad_norm: 5.6388 2020-07-27 23:41:57,233 - mmaction - INFO - Epoch [150][2060/3757] lr: 7.142e-03, eta: 19:54:41, time: 0.565, data_time: 0.002, memory: 5232, top1_acc: 0.4430, top5_acc: 0.6875, loss_cls: 2.4739, loss: 2.4739, grad_norm: 5.6181 2020-07-27 23:42:08,600 - mmaction - INFO - Epoch [150][2080/3757] lr: 7.142e-03, eta: 19:54:29, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4766, top5_acc: 0.6977, loss_cls: 2.3923, loss: 2.3923, grad_norm: 5.5757 2020-07-27 23:42:19,940 - mmaction - INFO - Epoch [150][2100/3757] lr: 7.142e-03, eta: 19:54:16, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4516, top5_acc: 0.6992, loss_cls: 2.4384, loss: 2.4384, grad_norm: 5.6895 2020-07-27 23:42:31,429 - mmaction - INFO - Epoch [150][2120/3757] lr: 7.142e-03, eta: 19:54:03, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4555, top5_acc: 0.6937, loss_cls: 2.4348, loss: 2.4348, grad_norm: 5.7553 2020-07-27 23:42:42,830 - mmaction - INFO - Epoch [150][2140/3757] lr: 7.142e-03, eta: 19:53:50, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4500, top5_acc: 0.6875, loss_cls: 2.4057, loss: 2.4057, grad_norm: 5.6578 2020-07-27 23:42:54,160 - mmaction - INFO - Epoch [150][2160/3757] lr: 7.142e-03, eta: 19:53:37, time: 0.567, data_time: 0.004, memory: 5232, top1_acc: 0.4852, top5_acc: 0.7078, loss_cls: 2.3133, loss: 2.3133, grad_norm: 5.4079 2020-07-27 23:43:05,549 - mmaction - INFO - Epoch [150][2180/3757] lr: 7.142e-03, eta: 19:53:24, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4664, top5_acc: 0.7031, loss_cls: 2.4207, loss: 2.4207, grad_norm: 5.7706 2020-07-27 23:43:16,880 - mmaction - INFO - Epoch [150][2200/3757] lr: 7.142e-03, eta: 19:53:12, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.4539, top5_acc: 0.7195, loss_cls: 2.3323, loss: 2.3323, grad_norm: 5.4909 2020-07-27 23:43:28,230 - mmaction - INFO - Epoch [150][2220/3757] lr: 7.142e-03, eta: 19:52:59, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4523, top5_acc: 0.6852, loss_cls: 2.4514, loss: 2.4514, grad_norm: 5.7812 2020-07-27 23:43:39,650 - mmaction - INFO - Epoch [150][2240/3757] lr: 7.142e-03, eta: 19:52:46, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4688, top5_acc: 0.7078, loss_cls: 2.3477, loss: 2.3477, grad_norm: 5.7231 2020-07-27 23:43:51,008 - mmaction - INFO - Epoch [150][2260/3757] lr: 7.142e-03, eta: 19:52:33, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4625, top5_acc: 0.7086, loss_cls: 2.3391, loss: 2.3391, grad_norm: 5.5911 2020-07-27 23:44:02,486 - mmaction - INFO - Epoch [150][2280/3757] lr: 7.142e-03, eta: 19:52:20, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4477, top5_acc: 0.6898, loss_cls: 2.4673, loss: 2.4673, grad_norm: 5.6058 2020-07-27 23:44:13,847 - mmaction - INFO - Epoch [150][2300/3757] lr: 7.142e-03, eta: 19:52:07, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.4656, top5_acc: 0.6937, loss_cls: 2.3834, loss: 2.3834, grad_norm: 5.5675 2020-07-27 23:44:25,182 - mmaction - INFO - Epoch [150][2320/3757] lr: 7.142e-03, eta: 19:51:55, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4508, top5_acc: 0.6867, loss_cls: 2.4963, loss: 2.4963, grad_norm: 5.7004 2020-07-27 23:44:36,521 - mmaction - INFO - Epoch [150][2340/3757] lr: 7.142e-03, eta: 19:51:42, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.4703, top5_acc: 0.7000, loss_cls: 2.3720, loss: 2.3720, grad_norm: 5.6278 2020-07-27 23:44:47,847 - mmaction - INFO - Epoch [150][2360/3757] lr: 7.142e-03, eta: 19:51:29, time: 0.567, data_time: 0.004, memory: 5232, top1_acc: 0.4375, top5_acc: 0.6852, loss_cls: 2.4957, loss: 2.4957, grad_norm: 5.7634 2020-07-27 23:44:59,320 - mmaction - INFO - Epoch [150][2380/3757] lr: 7.142e-03, eta: 19:51:16, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4664, top5_acc: 0.7094, loss_cls: 2.3487, loss: 2.3487, grad_norm: 5.5270 2020-07-27 23:45:10,698 - mmaction - INFO - Epoch [150][2400/3757] lr: 7.142e-03, eta: 19:51:03, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4852, top5_acc: 0.7117, loss_cls: 2.3015, loss: 2.3015, grad_norm: 5.5771 2020-07-27 23:45:22,260 - mmaction - INFO - Epoch [150][2420/3757] lr: 7.142e-03, eta: 19:50:50, time: 0.578, data_time: 0.019, memory: 5232, top1_acc: 0.5016, top5_acc: 0.7102, loss_cls: 2.2803, loss: 2.2803, grad_norm: 5.2927 2020-07-27 23:45:33,619 - mmaction - INFO - Epoch [150][2440/3757] lr: 7.142e-03, eta: 19:50:38, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4398, top5_acc: 0.6844, loss_cls: 2.4410, loss: 2.4410, grad_norm: 5.8093 2020-07-27 23:45:44,986 - mmaction - INFO - Epoch [150][2460/3757] lr: 7.142e-03, eta: 19:50:25, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4484, top5_acc: 0.6937, loss_cls: 2.4007, loss: 2.4007, grad_norm: 5.6008 2020-07-27 23:45:56,438 - mmaction - INFO - Epoch [150][2480/3757] lr: 7.142e-03, eta: 19:50:12, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4523, top5_acc: 0.6781, loss_cls: 2.4209, loss: 2.4209, grad_norm: 5.6368 2020-07-27 23:46:07,819 - mmaction - INFO - Epoch [150][2500/3757] lr: 7.142e-03, eta: 19:49:59, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4586, top5_acc: 0.6852, loss_cls: 2.4283, loss: 2.4283, grad_norm: 5.4571 2020-07-27 23:46:19,276 - mmaction - INFO - Epoch [150][2520/3757] lr: 7.142e-03, eta: 19:49:46, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4695, top5_acc: 0.6969, loss_cls: 2.4015, loss: 2.4015, grad_norm: 5.6010 2020-07-27 23:46:30,671 - mmaction - INFO - Epoch [150][2540/3757] lr: 7.142e-03, eta: 19:49:34, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4648, top5_acc: 0.6844, loss_cls: 2.4450, loss: 2.4450, grad_norm: 5.8271 2020-07-27 23:46:42,391 - mmaction - INFO - Epoch [150][2560/3757] lr: 7.142e-03, eta: 19:49:21, time: 0.587, data_time: 0.021, memory: 5232, top1_acc: 0.4508, top5_acc: 0.7102, loss_cls: 2.3258, loss: 2.3258, grad_norm: 5.5103 2020-07-27 23:46:53,784 - mmaction - INFO - Epoch [150][2580/3757] lr: 7.142e-03, eta: 19:49:08, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4711, top5_acc: 0.6992, loss_cls: 2.3667, loss: 2.3667, grad_norm: 5.6293 2020-07-27 23:47:05,169 - mmaction - INFO - Epoch [150][2600/3757] lr: 7.142e-03, eta: 19:48:55, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4641, top5_acc: 0.7086, loss_cls: 2.3957, loss: 2.3957, grad_norm: 5.6659 2020-07-27 23:47:16,609 - mmaction - INFO - Epoch [150][2620/3757] lr: 7.142e-03, eta: 19:48:42, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4664, top5_acc: 0.7266, loss_cls: 2.3269, loss: 2.3269, grad_norm: 5.3972 2020-07-27 23:47:28,018 - mmaction - INFO - Epoch [150][2640/3757] lr: 7.142e-03, eta: 19:48:29, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4531, top5_acc: 0.6945, loss_cls: 2.4055, loss: 2.4055, grad_norm: 5.7234 2020-07-27 23:47:39,487 - mmaction - INFO - Epoch [150][2660/3757] lr: 7.142e-03, eta: 19:48:17, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4297, top5_acc: 0.6586, loss_cls: 2.5858, loss: 2.5858, grad_norm: 5.6567 2020-07-27 23:47:50,948 - mmaction - INFO - Epoch [150][2680/3757] lr: 7.142e-03, eta: 19:48:04, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4359, top5_acc: 0.6875, loss_cls: 2.4508, loss: 2.4508, grad_norm: 5.7245 2020-07-27 23:48:02,294 - mmaction - INFO - Epoch [150][2700/3757] lr: 7.142e-03, eta: 19:47:51, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.4641, top5_acc: 0.7211, loss_cls: 2.3426, loss: 2.3426, grad_norm: 5.5526 2020-07-27 23:48:13,672 - mmaction - INFO - Epoch [150][2720/3757] lr: 7.142e-03, eta: 19:47:38, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4789, top5_acc: 0.7055, loss_cls: 2.3101, loss: 2.3101, grad_norm: 5.6554 2020-07-27 23:48:25,040 - mmaction - INFO - Epoch [150][2740/3757] lr: 7.142e-03, eta: 19:47:25, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4711, top5_acc: 0.7055, loss_cls: 2.4079, loss: 2.4079, grad_norm: 5.7678 2020-07-27 23:48:37,148 - mmaction - INFO - Epoch [150][2760/3757] lr: 7.142e-03, eta: 19:47:13, time: 0.605, data_time: 0.040, memory: 5232, top1_acc: 0.4406, top5_acc: 0.6914, loss_cls: 2.4626, loss: 2.4626, grad_norm: 5.6459 2020-07-27 23:48:48,610 - mmaction - INFO - Epoch [150][2780/3757] lr: 7.142e-03, eta: 19:47:00, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4547, top5_acc: 0.6922, loss_cls: 2.4213, loss: 2.4213, grad_norm: 5.7047 2020-07-27 23:49:00,012 - mmaction - INFO - Epoch [150][2800/3757] lr: 7.142e-03, eta: 19:46:47, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4414, top5_acc: 0.6789, loss_cls: 2.4853, loss: 2.4853, grad_norm: 5.7079 2020-07-27 23:49:11,534 - mmaction - INFO - Epoch [150][2820/3757] lr: 7.142e-03, eta: 19:46:34, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4336, top5_acc: 0.6906, loss_cls: 2.4828, loss: 2.4828, grad_norm: 5.6563 2020-07-27 23:49:22,964 - mmaction - INFO - Epoch [150][2840/3757] lr: 7.142e-03, eta: 19:46:21, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4437, top5_acc: 0.6922, loss_cls: 2.4450, loss: 2.4450, grad_norm: 5.6686 2020-07-27 23:49:34,442 - mmaction - INFO - Epoch [150][2860/3757] lr: 7.142e-03, eta: 19:46:09, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4547, top5_acc: 0.6898, loss_cls: 2.3779, loss: 2.3779, grad_norm: 5.4872 2020-07-27 23:49:45,878 - mmaction - INFO - Epoch [150][2880/3757] lr: 7.142e-03, eta: 19:45:56, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4664, top5_acc: 0.6836, loss_cls: 2.4103, loss: 2.4103, grad_norm: 5.6662 2020-07-27 23:49:57,354 - mmaction - INFO - Epoch [150][2900/3757] lr: 7.142e-03, eta: 19:45:43, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4531, top5_acc: 0.6875, loss_cls: 2.4624, loss: 2.4624, grad_norm: 5.6651 2020-07-27 23:50:09,224 - mmaction - INFO - Epoch [150][2920/3757] lr: 7.142e-03, eta: 19:45:30, time: 0.595, data_time: 0.025, memory: 5232, top1_acc: 0.4648, top5_acc: 0.6906, loss_cls: 2.3853, loss: 2.3853, grad_norm: 5.6659 2020-07-27 23:50:20,567 - mmaction - INFO - Epoch [150][2940/3757] lr: 7.142e-03, eta: 19:45:17, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4688, top5_acc: 0.6773, loss_cls: 2.4452, loss: 2.4452, grad_norm: 5.4679 2020-07-27 23:50:31,924 - mmaction - INFO - Epoch [150][2960/3757] lr: 7.142e-03, eta: 19:45:05, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4492, top5_acc: 0.6867, loss_cls: 2.5055, loss: 2.5055, grad_norm: 5.6900 2020-07-27 23:50:43,318 - mmaction - INFO - Epoch [150][2980/3757] lr: 7.142e-03, eta: 19:44:52, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4688, top5_acc: 0.6813, loss_cls: 2.4389, loss: 2.4389, grad_norm: 5.6367 2020-07-27 23:50:54,724 - mmaction - INFO - Epoch [150][3000/3757] lr: 7.142e-03, eta: 19:44:39, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.4484, top5_acc: 0.6672, loss_cls: 2.4698, loss: 2.4698, grad_norm: 5.4576 2020-07-27 23:51:06,159 - mmaction - INFO - Epoch [150][3020/3757] lr: 7.142e-03, eta: 19:44:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4445, top5_acc: 0.7039, loss_cls: 2.4077, loss: 2.4077, grad_norm: 5.5636 2020-07-27 23:51:17,623 - mmaction - INFO - Epoch [150][3040/3757] lr: 7.142e-03, eta: 19:44:13, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4469, top5_acc: 0.6930, loss_cls: 2.5219, loss: 2.5219, grad_norm: 5.7312 2020-07-27 23:51:29,382 - mmaction - INFO - Epoch [150][3060/3757] lr: 7.142e-03, eta: 19:44:01, time: 0.588, data_time: 0.020, memory: 5232, top1_acc: 0.4680, top5_acc: 0.7078, loss_cls: 2.3763, loss: 2.3763, grad_norm: 5.5357 2020-07-27 23:51:40,833 - mmaction - INFO - Epoch [150][3080/3757] lr: 7.142e-03, eta: 19:43:48, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4320, top5_acc: 0.6813, loss_cls: 2.5026, loss: 2.5026, grad_norm: 5.7388 2020-07-27 23:51:52,299 - mmaction - INFO - Epoch [150][3100/3757] lr: 7.142e-03, eta: 19:43:35, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4523, top5_acc: 0.6844, loss_cls: 2.4562, loss: 2.4562, grad_norm: 5.4912 2020-07-27 23:52:04,250 - mmaction - INFO - Epoch [150][3120/3757] lr: 7.142e-03, eta: 19:43:22, time: 0.598, data_time: 0.029, memory: 5232, top1_acc: 0.4883, top5_acc: 0.7117, loss_cls: 2.3439, loss: 2.3439, grad_norm: 5.3238 2020-07-27 23:52:15,561 - mmaction - INFO - Epoch [150][3140/3757] lr: 7.142e-03, eta: 19:43:09, time: 0.566, data_time: 0.001, memory: 5232, top1_acc: 0.4453, top5_acc: 0.6734, loss_cls: 2.5728, loss: 2.5728, grad_norm: 5.7900 2020-07-27 23:52:27,090 - mmaction - INFO - Epoch [150][3160/3757] lr: 7.142e-03, eta: 19:42:57, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4313, top5_acc: 0.6727, loss_cls: 2.5279, loss: 2.5279, grad_norm: 5.6424 2020-07-27 23:52:38,486 - mmaction - INFO - Epoch [150][3180/3757] lr: 7.142e-03, eta: 19:42:44, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4625, top5_acc: 0.7023, loss_cls: 2.3801, loss: 2.3801, grad_norm: 5.6161 2020-07-27 23:52:50,082 - mmaction - INFO - Epoch [150][3200/3757] lr: 7.142e-03, eta: 19:42:31, time: 0.580, data_time: 0.003, memory: 5232, top1_acc: 0.4547, top5_acc: 0.6914, loss_cls: 2.4326, loss: 2.4326, grad_norm: 5.6250 2020-07-27 23:53:01,638 - mmaction - INFO - Epoch [150][3220/3757] lr: 7.142e-03, eta: 19:42:18, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.4445, top5_acc: 0.6836, loss_cls: 2.4423, loss: 2.4423, grad_norm: 5.7228 2020-07-27 23:53:12,985 - mmaction - INFO - Epoch [150][3240/3757] lr: 7.142e-03, eta: 19:42:05, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4531, top5_acc: 0.6984, loss_cls: 2.4565, loss: 2.4565, grad_norm: 5.6708 2020-07-27 23:53:24,453 - mmaction - INFO - Epoch [150][3260/3757] lr: 7.142e-03, eta: 19:41:53, time: 0.573, data_time: 0.006, memory: 5232, top1_acc: 0.4414, top5_acc: 0.6789, loss_cls: 2.4790, loss: 2.4790, grad_norm: 5.7215 2020-07-27 23:53:35,848 - mmaction - INFO - Epoch [150][3280/3757] lr: 7.142e-03, eta: 19:41:40, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4477, top5_acc: 0.6547, loss_cls: 2.5510, loss: 2.5510, grad_norm: 5.7175 2020-07-27 23:53:47,287 - mmaction - INFO - Epoch [150][3300/3757] lr: 7.142e-03, eta: 19:41:27, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4555, top5_acc: 0.6867, loss_cls: 2.3965, loss: 2.3965, grad_norm: 5.6885 2020-07-27 23:53:59,462 - mmaction - INFO - Epoch [150][3320/3757] lr: 7.142e-03, eta: 19:41:14, time: 0.609, data_time: 0.039, memory: 5232, top1_acc: 0.4406, top5_acc: 0.6773, loss_cls: 2.4783, loss: 2.4783, grad_norm: 5.7564 2020-07-27 23:54:10,950 - mmaction - INFO - Epoch [150][3340/3757] lr: 7.142e-03, eta: 19:41:02, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.4672, top5_acc: 0.6867, loss_cls: 2.4274, loss: 2.4274, grad_norm: 5.5157 2020-07-27 23:54:22,410 - mmaction - INFO - Epoch [150][3360/3757] lr: 7.142e-03, eta: 19:40:49, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4719, top5_acc: 0.7023, loss_cls: 2.3556, loss: 2.3556, grad_norm: 5.7675 2020-07-27 23:54:34,418 - mmaction - INFO - Epoch [150][3380/3757] lr: 7.142e-03, eta: 19:40:36, time: 0.600, data_time: 0.034, memory: 5232, top1_acc: 0.4602, top5_acc: 0.6961, loss_cls: 2.3925, loss: 2.3925, grad_norm: 5.6505 2020-07-27 23:54:45,849 - mmaction - INFO - Epoch [150][3400/3757] lr: 7.142e-03, eta: 19:40:23, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.4617, top5_acc: 0.6906, loss_cls: 2.4221, loss: 2.4221, grad_norm: 5.5478 2020-07-27 23:54:57,364 - mmaction - INFO - Epoch [150][3420/3757] lr: 7.142e-03, eta: 19:40:11, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4664, top5_acc: 0.6828, loss_cls: 2.4636, loss: 2.4636, grad_norm: 5.6157 2020-07-27 23:55:09,346 - mmaction - INFO - Epoch [150][3440/3757] lr: 7.142e-03, eta: 19:39:58, time: 0.599, data_time: 0.032, memory: 5232, top1_acc: 0.4625, top5_acc: 0.6836, loss_cls: 2.4765, loss: 2.4765, grad_norm: 5.5068 2020-07-27 23:55:20,707 - mmaction - INFO - Epoch [150][3460/3757] lr: 7.142e-03, eta: 19:39:45, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4469, top5_acc: 0.6875, loss_cls: 2.4787, loss: 2.4787, grad_norm: 5.6503 2020-07-27 23:55:32,144 - mmaction - INFO - Epoch [150][3480/3757] lr: 7.142e-03, eta: 19:39:32, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4375, top5_acc: 0.6805, loss_cls: 2.5003, loss: 2.5003, grad_norm: 5.7834 2020-07-27 23:55:43,691 - mmaction - INFO - Epoch [150][3500/3757] lr: 7.142e-03, eta: 19:39:19, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.4680, top5_acc: 0.6930, loss_cls: 2.3958, loss: 2.3958, grad_norm: 5.4737 2020-07-27 23:55:55,200 - mmaction - INFO - Epoch [150][3520/3757] lr: 7.142e-03, eta: 19:39:07, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4641, top5_acc: 0.7008, loss_cls: 2.3863, loss: 2.3863, grad_norm: 5.4559 2020-07-27 23:56:06,663 - mmaction - INFO - Epoch [150][3540/3757] lr: 7.142e-03, eta: 19:38:54, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4625, top5_acc: 0.7000, loss_cls: 2.3891, loss: 2.3891, grad_norm: 5.6174 2020-07-27 23:56:18,033 - mmaction - INFO - Epoch [150][3560/3757] lr: 7.142e-03, eta: 19:38:41, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4492, top5_acc: 0.6742, loss_cls: 2.5003, loss: 2.5003, grad_norm: 5.6177 2020-07-27 23:56:29,414 - mmaction - INFO - Epoch [150][3580/3757] lr: 7.142e-03, eta: 19:38:28, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4633, top5_acc: 0.6961, loss_cls: 2.3886, loss: 2.3886, grad_norm: 5.8757 2020-07-27 23:56:40,856 - mmaction - INFO - Epoch [150][3600/3757] lr: 7.142e-03, eta: 19:38:15, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4539, top5_acc: 0.6797, loss_cls: 2.4402, loss: 2.4402, grad_norm: 5.7555 2020-07-27 23:56:52,254 - mmaction - INFO - Epoch [150][3620/3757] lr: 7.142e-03, eta: 19:38:03, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4750, top5_acc: 0.6695, loss_cls: 2.4442, loss: 2.4442, grad_norm: 5.4993 2020-07-27 23:57:03,729 - mmaction - INFO - Epoch [150][3640/3757] lr: 7.142e-03, eta: 19:37:50, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4477, top5_acc: 0.6883, loss_cls: 2.4684, loss: 2.4684, grad_norm: 5.6646 2020-07-27 23:57:15,289 - mmaction - INFO - Epoch [150][3660/3757] lr: 7.142e-03, eta: 19:37:37, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.4797, top5_acc: 0.7117, loss_cls: 2.2694, loss: 2.2694, grad_norm: 5.4951 2020-07-27 23:57:26,720 - mmaction - INFO - Epoch [150][3680/3757] lr: 7.142e-03, eta: 19:37:24, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.4594, top5_acc: 0.7047, loss_cls: 2.3453, loss: 2.3453, grad_norm: 5.4251 2020-07-27 23:57:38,082 - mmaction - INFO - Epoch [150][3700/3757] lr: 7.142e-03, eta: 19:37:11, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4375, top5_acc: 0.6773, loss_cls: 2.4979, loss: 2.4979, grad_norm: 5.7830 2020-07-27 23:57:49,408 - mmaction - INFO - Epoch [150][3720/3757] lr: 7.142e-03, eta: 19:36:58, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4562, top5_acc: 0.6977, loss_cls: 2.4444, loss: 2.4444, grad_norm: 5.5530 2020-07-27 23:58:00,750 - mmaction - INFO - Epoch [150][3740/3757] lr: 7.142e-03, eta: 19:36:46, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4469, top5_acc: 0.6945, loss_cls: 2.4367, loss: 2.4367, grad_norm: 5.9360 2020-07-27 23:58:25,282 - mmaction - INFO - Saving checkpoint at 150 epochs 2020-07-28 00:03:25,926 - mmaction - INFO - Epoch [151][20/3757] lr: 6.699e-03, eta: 19:37:34, time: 14.929, data_time: 14.178, memory: 5232, top1_acc: 0.4586, top5_acc: 0.7078, loss_cls: 2.3627, loss: 2.3627, grad_norm: 5.5490 2020-07-28 00:03:37,261 - mmaction - INFO - Epoch [151][40/3757] lr: 6.699e-03, eta: 19:37:21, time: 0.570, data_time: 0.007, memory: 5232, top1_acc: 0.4516, top5_acc: 0.6883, loss_cls: 2.4348, loss: 2.4348, grad_norm: 5.6433 2020-07-28 00:03:48,577 - mmaction - INFO - Epoch [151][60/3757] lr: 6.699e-03, eta: 19:37:09, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.4477, top5_acc: 0.7078, loss_cls: 2.3341, loss: 2.3341, grad_norm: 5.5536 2020-07-28 00:03:59,909 - mmaction - INFO - Epoch [151][80/3757] lr: 6.699e-03, eta: 19:36:56, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4805, top5_acc: 0.7234, loss_cls: 2.3323, loss: 2.3323, grad_norm: 5.5004 2020-07-28 00:04:11,210 - mmaction - INFO - Epoch [151][100/3757] lr: 6.699e-03, eta: 19:36:43, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.4820, top5_acc: 0.7070, loss_cls: 2.3554, loss: 2.3554, grad_norm: 5.5268 2020-07-28 00:04:22,564 - mmaction - INFO - Epoch [151][120/3757] lr: 6.699e-03, eta: 19:36:30, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.4914, top5_acc: 0.7070, loss_cls: 2.3109, loss: 2.3109, grad_norm: 5.5530 2020-07-28 00:04:34,148 - mmaction - INFO - Epoch [151][140/3757] lr: 6.699e-03, eta: 19:36:17, time: 0.579, data_time: 0.013, memory: 5232, top1_acc: 0.4648, top5_acc: 0.6937, loss_cls: 2.3833, loss: 2.3833, grad_norm: 5.6239 2020-07-28 00:04:45,510 - mmaction - INFO - Epoch [151][160/3757] lr: 6.699e-03, eta: 19:36:04, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4602, top5_acc: 0.6937, loss_cls: 2.3544, loss: 2.3544, grad_norm: 5.5643 2020-07-28 00:04:57,018 - mmaction - INFO - Epoch [151][180/3757] lr: 6.699e-03, eta: 19:35:52, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4695, top5_acc: 0.7023, loss_cls: 2.3386, loss: 2.3386, grad_norm: 5.5704 2020-07-28 00:05:08,416 - mmaction - INFO - Epoch [151][200/3757] lr: 6.699e-03, eta: 19:35:39, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4852, top5_acc: 0.7164, loss_cls: 2.3560, loss: 2.3560, grad_norm: 5.6933 2020-07-28 00:05:19,871 - mmaction - INFO - Epoch [151][220/3757] lr: 6.699e-03, eta: 19:35:26, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4602, top5_acc: 0.6937, loss_cls: 2.4096, loss: 2.4096, grad_norm: 5.6183 2020-07-28 00:05:31,275 - mmaction - INFO - Epoch [151][240/3757] lr: 6.699e-03, eta: 19:35:13, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4414, top5_acc: 0.6789, loss_cls: 2.5062, loss: 2.5062, grad_norm: 5.7117 2020-07-28 00:05:42,579 - mmaction - INFO - Epoch [151][260/3757] lr: 6.699e-03, eta: 19:35:00, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.4672, top5_acc: 0.6961, loss_cls: 2.3908, loss: 2.3908, grad_norm: 5.4974 2020-07-28 00:05:53,921 - mmaction - INFO - Epoch [151][280/3757] lr: 6.699e-03, eta: 19:34:47, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.4531, top5_acc: 0.7047, loss_cls: 2.3440, loss: 2.3440, grad_norm: 5.3724 2020-07-28 00:06:05,273 - mmaction - INFO - Epoch [151][300/3757] lr: 6.699e-03, eta: 19:34:35, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4711, top5_acc: 0.7008, loss_cls: 2.3869, loss: 2.3869, grad_norm: 5.5628 2020-07-28 00:06:16,713 - mmaction - INFO - Epoch [151][320/3757] lr: 6.699e-03, eta: 19:34:22, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4586, top5_acc: 0.6984, loss_cls: 2.3537, loss: 2.3537, grad_norm: 5.7598 2020-07-28 00:06:28,101 - mmaction - INFO - Epoch [151][340/3757] lr: 6.699e-03, eta: 19:34:09, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4656, top5_acc: 0.6937, loss_cls: 2.4262, loss: 2.4262, grad_norm: 5.7645 2020-07-28 00:06:39,546 - mmaction - INFO - Epoch [151][360/3757] lr: 6.699e-03, eta: 19:33:56, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.4461, top5_acc: 0.6828, loss_cls: 2.4958, loss: 2.4958, grad_norm: 5.6997 2020-07-28 00:06:50,835 - mmaction - INFO - Epoch [151][380/3757] lr: 6.699e-03, eta: 19:33:43, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.4820, top5_acc: 0.7070, loss_cls: 2.3045, loss: 2.3045, grad_norm: 5.7886 2020-07-28 00:07:02,292 - mmaction - INFO - Epoch [151][400/3757] lr: 6.699e-03, eta: 19:33:30, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4508, top5_acc: 0.6930, loss_cls: 2.3949, loss: 2.3949, grad_norm: 5.6884 2020-07-28 00:07:13,774 - mmaction - INFO - Epoch [151][420/3757] lr: 6.699e-03, eta: 19:33:18, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.4508, top5_acc: 0.7023, loss_cls: 2.4007, loss: 2.4007, grad_norm: 5.6300 2020-07-28 00:07:25,212 - mmaction - INFO - Epoch [151][440/3757] lr: 6.699e-03, eta: 19:33:05, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4352, top5_acc: 0.6813, loss_cls: 2.4751, loss: 2.4751, grad_norm: 5.6980 2020-07-28 00:07:36,646 - mmaction - INFO - Epoch [151][460/3757] lr: 6.699e-03, eta: 19:32:52, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4477, top5_acc: 0.6883, loss_cls: 2.4618, loss: 2.4618, grad_norm: 5.5275 2020-07-28 00:07:48,071 - mmaction - INFO - Epoch [151][480/3757] lr: 6.699e-03, eta: 19:32:39, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4602, top5_acc: 0.6828, loss_cls: 2.4518, loss: 2.4518, grad_norm: 5.5731 2020-07-28 00:07:59,620 - mmaction - INFO - Epoch [151][500/3757] lr: 6.699e-03, eta: 19:32:26, time: 0.578, data_time: 0.012, memory: 5232, top1_acc: 0.4664, top5_acc: 0.7148, loss_cls: 2.3215, loss: 2.3215, grad_norm: 5.6148 2020-07-28 00:08:10,977 - mmaction - INFO - Epoch [151][520/3757] lr: 6.699e-03, eta: 19:32:13, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4648, top5_acc: 0.6773, loss_cls: 2.4404, loss: 2.4404, grad_norm: 5.5817 2020-07-28 00:08:22,396 - mmaction - INFO - Epoch [151][540/3757] lr: 6.699e-03, eta: 19:32:01, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.4750, top5_acc: 0.7016, loss_cls: 2.3950, loss: 2.3950, grad_norm: 5.4209 2020-07-28 00:08:33,859 - mmaction - INFO - Epoch [151][560/3757] lr: 6.699e-03, eta: 19:31:48, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4727, top5_acc: 0.7008, loss_cls: 2.3510, loss: 2.3510, grad_norm: 5.3989 2020-07-28 00:08:45,222 - mmaction - INFO - Epoch [151][580/3757] lr: 6.699e-03, eta: 19:31:35, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4656, top5_acc: 0.6883, loss_cls: 2.3636, loss: 2.3636, grad_norm: 5.5833 2020-07-28 00:08:56,656 - mmaction - INFO - Epoch [151][600/3757] lr: 6.699e-03, eta: 19:31:22, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4383, top5_acc: 0.6859, loss_cls: 2.4107, loss: 2.4107, grad_norm: 5.8144 2020-07-28 00:09:07,970 - mmaction - INFO - Epoch [151][620/3757] lr: 6.699e-03, eta: 19:31:09, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4289, top5_acc: 0.6656, loss_cls: 2.5508, loss: 2.5508, grad_norm: 5.7467 2020-07-28 00:09:19,528 - mmaction - INFO - Epoch [151][640/3757] lr: 6.699e-03, eta: 19:30:56, time: 0.578, data_time: 0.016, memory: 5232, top1_acc: 0.4766, top5_acc: 0.6898, loss_cls: 2.4032, loss: 2.4032, grad_norm: 5.7211 2020-07-28 00:09:30,908 - mmaction - INFO - Epoch [151][660/3757] lr: 6.699e-03, eta: 19:30:44, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4750, top5_acc: 0.6961, loss_cls: 2.3926, loss: 2.3926, grad_norm: 5.5037 2020-07-28 00:09:42,291 - mmaction - INFO - Epoch [151][680/3757] lr: 6.699e-03, eta: 19:30:31, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.4570, top5_acc: 0.6703, loss_cls: 2.4367, loss: 2.4367, grad_norm: 5.5975 2020-07-28 00:09:53,787 - mmaction - INFO - Epoch [151][700/3757] lr: 6.699e-03, eta: 19:30:18, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.4586, top5_acc: 0.6813, loss_cls: 2.4388, loss: 2.4388, grad_norm: 5.7031 2020-07-28 00:10:05,170 - mmaction - INFO - Epoch [151][720/3757] lr: 6.699e-03, eta: 19:30:05, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4586, top5_acc: 0.6953, loss_cls: 2.4411, loss: 2.4411, grad_norm: 5.6421 2020-07-28 00:10:16,561 - mmaction - INFO - Epoch [151][740/3757] lr: 6.699e-03, eta: 19:29:52, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4562, top5_acc: 0.6945, loss_cls: 2.4107, loss: 2.4107, grad_norm: 5.8052 2020-07-28 00:10:27,961 - mmaction - INFO - Epoch [151][760/3757] lr: 6.699e-03, eta: 19:29:39, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4906, top5_acc: 0.7258, loss_cls: 2.2523, loss: 2.2523, grad_norm: 5.5342 2020-07-28 00:10:39,573 - mmaction - INFO - Epoch [151][780/3757] lr: 6.699e-03, eta: 19:29:27, time: 0.581, data_time: 0.017, memory: 5232, top1_acc: 0.4633, top5_acc: 0.6891, loss_cls: 2.4041, loss: 2.4041, grad_norm: 5.6532 2020-07-28 00:10:57,043 - mmaction - INFO - Epoch [151][800/3757] lr: 6.699e-03, eta: 19:29:15, time: 0.873, data_time: 0.002, memory: 5232, top1_acc: 0.4711, top5_acc: 0.6984, loss_cls: 2.3758, loss: 2.3758, grad_norm: 5.6858 2020-07-28 00:11:11,830 - mmaction - INFO - Epoch [151][820/3757] lr: 6.699e-03, eta: 19:29:03, time: 0.739, data_time: 0.003, memory: 5232, top1_acc: 0.4477, top5_acc: 0.6852, loss_cls: 2.4294, loss: 2.4294, grad_norm: 5.5002 2020-07-28 00:11:24,879 - mmaction - INFO - Epoch [151][840/3757] lr: 6.699e-03, eta: 19:28:51, time: 0.653, data_time: 0.003, memory: 5232, top1_acc: 0.4531, top5_acc: 0.6844, loss_cls: 2.4376, loss: 2.4376, grad_norm: 5.8169 2020-07-28 00:11:37,530 - mmaction - INFO - Epoch [151][860/3757] lr: 6.699e-03, eta: 19:28:39, time: 0.633, data_time: 0.003, memory: 5232, top1_acc: 0.4633, top5_acc: 0.6836, loss_cls: 2.3746, loss: 2.3746, grad_norm: 5.5258 2020-07-28 00:11:48,934 - mmaction - INFO - Epoch [151][880/3757] lr: 6.699e-03, eta: 19:28:26, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4688, top5_acc: 0.6977, loss_cls: 2.3733, loss: 2.3733, grad_norm: 5.6003 2020-07-28 00:12:00,418 - mmaction - INFO - Epoch [151][900/3757] lr: 6.699e-03, eta: 19:28:13, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4586, top5_acc: 0.6875, loss_cls: 2.3894, loss: 2.3894, grad_norm: 5.6821 2020-07-28 00:12:11,791 - mmaction - INFO - Epoch [151][920/3757] lr: 6.699e-03, eta: 19:28:00, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4688, top5_acc: 0.7008, loss_cls: 2.3782, loss: 2.3782, grad_norm: 5.6308 2020-07-28 00:12:23,275 - mmaction - INFO - Epoch [151][940/3757] lr: 6.699e-03, eta: 19:27:47, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4664, top5_acc: 0.6859, loss_cls: 2.3855, loss: 2.3855, grad_norm: 5.4351 2020-07-28 00:12:34,740 - mmaction - INFO - Epoch [151][960/3757] lr: 6.699e-03, eta: 19:27:34, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.4539, top5_acc: 0.7000, loss_cls: 2.4292, loss: 2.4292, grad_norm: 5.6235 2020-07-28 00:12:46,216 - mmaction - INFO - Epoch [151][980/3757] lr: 6.699e-03, eta: 19:27:22, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4273, top5_acc: 0.6617, loss_cls: 2.5545, loss: 2.5545, grad_norm: 5.7113 2020-07-28 00:12:57,734 - mmaction - INFO - Epoch [151][1000/3757] lr: 6.699e-03, eta: 19:27:09, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4828, top5_acc: 0.7102, loss_cls: 2.3457, loss: 2.3457, grad_norm: 5.6652 2020-07-28 00:13:09,157 - mmaction - INFO - Epoch [151][1020/3757] lr: 6.699e-03, eta: 19:26:56, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4766, top5_acc: 0.7289, loss_cls: 2.2485, loss: 2.2485, grad_norm: 5.5454 2020-07-28 00:13:20,589 - mmaction - INFO - Epoch [151][1040/3757] lr: 6.699e-03, eta: 19:26:43, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4625, top5_acc: 0.6828, loss_cls: 2.4649, loss: 2.4649, grad_norm: 5.6141 2020-07-28 00:13:31,963 - mmaction - INFO - Epoch [151][1060/3757] lr: 6.699e-03, eta: 19:26:30, time: 0.569, data_time: 0.008, memory: 5232, top1_acc: 0.4422, top5_acc: 0.6758, loss_cls: 2.4804, loss: 2.4804, grad_norm: 5.8314 2020-07-28 00:13:43,302 - mmaction - INFO - Epoch [151][1080/3757] lr: 6.699e-03, eta: 19:26:18, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4359, top5_acc: 0.7117, loss_cls: 2.4193, loss: 2.4193, grad_norm: 5.7435 2020-07-28 00:13:54,729 - mmaction - INFO - Epoch [151][1100/3757] lr: 6.699e-03, eta: 19:26:05, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4609, top5_acc: 0.6969, loss_cls: 2.3915, loss: 2.3915, grad_norm: 5.6158 2020-07-28 00:14:06,314 - mmaction - INFO - Epoch [151][1120/3757] lr: 6.699e-03, eta: 19:25:52, time: 0.579, data_time: 0.018, memory: 5232, top1_acc: 0.4562, top5_acc: 0.6867, loss_cls: 2.4662, loss: 2.4662, grad_norm: 5.7558 2020-07-28 00:14:17,735 - mmaction - INFO - Epoch [151][1140/3757] lr: 6.699e-03, eta: 19:25:39, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4445, top5_acc: 0.6805, loss_cls: 2.5111, loss: 2.5111, grad_norm: 5.7044 2020-07-28 00:14:29,067 - mmaction - INFO - Epoch [151][1160/3757] lr: 6.699e-03, eta: 19:25:26, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4602, top5_acc: 0.6898, loss_cls: 2.4223, loss: 2.4223, grad_norm: 5.6849 2020-07-28 00:14:40,430 - mmaction - INFO - Epoch [151][1180/3757] lr: 6.699e-03, eta: 19:25:13, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4656, top5_acc: 0.6898, loss_cls: 2.3758, loss: 2.3758, grad_norm: 5.5690 2020-07-28 00:14:51,862 - mmaction - INFO - Epoch [151][1200/3757] lr: 6.699e-03, eta: 19:25:01, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4555, top5_acc: 0.6922, loss_cls: 2.3942, loss: 2.3942, grad_norm: 5.6923 2020-07-28 00:15:03,349 - mmaction - INFO - Epoch [151][1220/3757] lr: 6.699e-03, eta: 19:24:48, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.4680, top5_acc: 0.6984, loss_cls: 2.4199, loss: 2.4199, grad_norm: 5.7468 2020-07-28 00:15:14,797 - mmaction - INFO - Epoch [151][1240/3757] lr: 6.699e-03, eta: 19:24:35, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4625, top5_acc: 0.6977, loss_cls: 2.3747, loss: 2.3747, grad_norm: 5.5371 2020-07-28 00:15:26,216 - mmaction - INFO - Epoch [151][1260/3757] lr: 6.699e-03, eta: 19:24:22, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4523, top5_acc: 0.6859, loss_cls: 2.4846, loss: 2.4846, grad_norm: 5.6892 2020-07-28 00:15:37,642 - mmaction - INFO - Epoch [151][1280/3757] lr: 6.699e-03, eta: 19:24:09, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4633, top5_acc: 0.7063, loss_cls: 2.4188, loss: 2.4188, grad_norm: 5.7031 2020-07-28 00:15:49,087 - mmaction - INFO - Epoch [151][1300/3757] lr: 6.699e-03, eta: 19:23:56, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4555, top5_acc: 0.7016, loss_cls: 2.3909, loss: 2.3909, grad_norm: 5.9034 2020-07-28 00:16:00,491 - mmaction - INFO - Epoch [151][1320/3757] lr: 6.699e-03, eta: 19:23:44, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4672, top5_acc: 0.7078, loss_cls: 2.3778, loss: 2.3778, grad_norm: 5.7305 2020-07-28 00:16:12,069 - mmaction - INFO - Epoch [151][1340/3757] lr: 6.699e-03, eta: 19:23:31, time: 0.578, data_time: 0.015, memory: 5232, top1_acc: 0.4359, top5_acc: 0.6875, loss_cls: 2.4291, loss: 2.4291, grad_norm: 5.6786 2020-07-28 00:16:23,550 - mmaction - INFO - Epoch [151][1360/3757] lr: 6.699e-03, eta: 19:23:18, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4383, top5_acc: 0.6742, loss_cls: 2.4991, loss: 2.4991, grad_norm: 5.8092 2020-07-28 00:16:34,828 - mmaction - INFO - Epoch [151][1380/3757] lr: 6.699e-03, eta: 19:23:05, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.4672, top5_acc: 0.7047, loss_cls: 2.3904, loss: 2.3904, grad_norm: 5.5985 2020-07-28 00:16:46,302 - mmaction - INFO - Epoch [151][1400/3757] lr: 6.699e-03, eta: 19:22:52, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4766, top5_acc: 0.7031, loss_cls: 2.3219, loss: 2.3219, grad_norm: 5.5800 2020-07-28 00:16:57,640 - mmaction - INFO - Epoch [151][1420/3757] lr: 6.699e-03, eta: 19:22:40, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4641, top5_acc: 0.7141, loss_cls: 2.3571, loss: 2.3571, grad_norm: 5.6714 2020-07-28 00:17:08,968 - mmaction - INFO - Epoch [151][1440/3757] lr: 6.699e-03, eta: 19:22:27, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4570, top5_acc: 0.6852, loss_cls: 2.4783, loss: 2.4783, grad_norm: 5.7385 2020-07-28 00:17:20,317 - mmaction - INFO - Epoch [151][1460/3757] lr: 6.699e-03, eta: 19:22:14, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4477, top5_acc: 0.6805, loss_cls: 2.4493, loss: 2.4493, grad_norm: 5.5236 2020-07-28 00:17:32,002 - mmaction - INFO - Epoch [151][1480/3757] lr: 6.699e-03, eta: 19:22:01, time: 0.584, data_time: 0.021, memory: 5232, top1_acc: 0.4789, top5_acc: 0.7023, loss_cls: 2.3435, loss: 2.3435, grad_norm: 5.6499 2020-07-28 00:17:43,484 - mmaction - INFO - Epoch [151][1500/3757] lr: 6.699e-03, eta: 19:21:48, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4844, top5_acc: 0.7023, loss_cls: 2.3215, loss: 2.3215, grad_norm: 5.4320 2020-07-28 00:17:54,974 - mmaction - INFO - Epoch [151][1520/3757] lr: 6.699e-03, eta: 19:21:35, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4727, top5_acc: 0.7094, loss_cls: 2.3624, loss: 2.3624, grad_norm: 5.5124 2020-07-28 00:18:06,504 - mmaction - INFO - Epoch [151][1540/3757] lr: 6.699e-03, eta: 19:21:23, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.4492, top5_acc: 0.6719, loss_cls: 2.4771, loss: 2.4771, grad_norm: 5.7447 2020-07-28 00:18:17,906 - mmaction - INFO - Epoch [151][1560/3757] lr: 6.699e-03, eta: 19:21:10, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4547, top5_acc: 0.7008, loss_cls: 2.3995, loss: 2.3995, grad_norm: 5.7710 2020-07-28 00:18:29,328 - mmaction - INFO - Epoch [151][1580/3757] lr: 6.699e-03, eta: 19:20:57, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4766, top5_acc: 0.7094, loss_cls: 2.3355, loss: 2.3355, grad_norm: 5.5621 2020-07-28 00:18:40,747 - mmaction - INFO - Epoch [151][1600/3757] lr: 6.699e-03, eta: 19:20:44, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4477, top5_acc: 0.6813, loss_cls: 2.4489, loss: 2.4489, grad_norm: 5.9185 2020-07-28 00:18:52,180 - mmaction - INFO - Epoch [151][1620/3757] lr: 6.699e-03, eta: 19:20:31, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4562, top5_acc: 0.6906, loss_cls: 2.3949, loss: 2.3949, grad_norm: 5.7028 2020-07-28 00:19:03,505 - mmaction - INFO - Epoch [151][1640/3757] lr: 6.699e-03, eta: 19:20:19, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4820, top5_acc: 0.7039, loss_cls: 2.3745, loss: 2.3745, grad_norm: 5.7096 2020-07-28 00:19:14,828 - mmaction - INFO - Epoch [151][1660/3757] lr: 6.699e-03, eta: 19:20:06, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4570, top5_acc: 0.6734, loss_cls: 2.4020, loss: 2.4020, grad_norm: 5.6305 2020-07-28 00:19:26,264 - mmaction - INFO - Epoch [151][1680/3757] lr: 6.699e-03, eta: 19:19:53, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4727, top5_acc: 0.6922, loss_cls: 2.4232, loss: 2.4232, grad_norm: 5.7216 2020-07-28 00:19:37,589 - mmaction - INFO - Epoch [151][1700/3757] lr: 6.699e-03, eta: 19:19:40, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4477, top5_acc: 0.6969, loss_cls: 2.4153, loss: 2.4153, grad_norm: 5.8383 2020-07-28 00:19:49,010 - mmaction - INFO - Epoch [151][1720/3757] lr: 6.699e-03, eta: 19:19:27, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4672, top5_acc: 0.7109, loss_cls: 2.3029, loss: 2.3029, grad_norm: 5.8039 2020-07-28 00:20:00,483 - mmaction - INFO - Epoch [151][1740/3757] lr: 6.699e-03, eta: 19:19:14, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4445, top5_acc: 0.7008, loss_cls: 2.4221, loss: 2.4221, grad_norm: 5.8693 2020-07-28 00:20:11,984 - mmaction - INFO - Epoch [151][1760/3757] lr: 6.699e-03, eta: 19:19:02, time: 0.575, data_time: 0.007, memory: 5232, top1_acc: 0.4344, top5_acc: 0.6969, loss_cls: 2.4640, loss: 2.4640, grad_norm: 5.8133 2020-07-28 00:20:23,257 - mmaction - INFO - Epoch [151][1780/3757] lr: 6.699e-03, eta: 19:18:49, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.4797, top5_acc: 0.7039, loss_cls: 2.3529, loss: 2.3529, grad_norm: 5.6215 2020-07-28 00:20:34,727 - mmaction - INFO - Epoch [151][1800/3757] lr: 6.699e-03, eta: 19:18:36, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.4758, top5_acc: 0.7078, loss_cls: 2.3337, loss: 2.3337, grad_norm: 5.6132 2020-07-28 00:20:46,188 - mmaction - INFO - Epoch [151][1820/3757] lr: 6.699e-03, eta: 19:18:23, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.4586, top5_acc: 0.7039, loss_cls: 2.3884, loss: 2.3884, grad_norm: 5.8864 2020-07-28 00:20:57,529 - mmaction - INFO - Epoch [151][1840/3757] lr: 6.699e-03, eta: 19:18:10, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4711, top5_acc: 0.7211, loss_cls: 2.3160, loss: 2.3160, grad_norm: 5.7543 2020-07-28 00:21:08,891 - mmaction - INFO - Epoch [151][1860/3757] lr: 6.699e-03, eta: 19:17:57, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4727, top5_acc: 0.7016, loss_cls: 2.3725, loss: 2.3725, grad_norm: 5.8610 2020-07-28 00:21:20,237 - mmaction - INFO - Epoch [151][1880/3757] lr: 6.699e-03, eta: 19:17:45, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4750, top5_acc: 0.7086, loss_cls: 2.3791, loss: 2.3791, grad_norm: 5.8247 2020-07-28 00:21:31,603 - mmaction - INFO - Epoch [151][1900/3757] lr: 6.699e-03, eta: 19:17:32, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4758, top5_acc: 0.7125, loss_cls: 2.2761, loss: 2.2761, grad_norm: 5.5874 2020-07-28 00:21:42,999 - mmaction - INFO - Epoch [151][1920/3757] lr: 6.699e-03, eta: 19:17:19, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4609, top5_acc: 0.7023, loss_cls: 2.3581, loss: 2.3581, grad_norm: 5.8865 2020-07-28 00:21:54,430 - mmaction - INFO - Epoch [151][1940/3757] lr: 6.699e-03, eta: 19:17:06, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.4711, top5_acc: 0.7023, loss_cls: 2.3543, loss: 2.3543, grad_norm: 5.7798 2020-07-28 00:22:05,869 - mmaction - INFO - Epoch [151][1960/3757] lr: 6.699e-03, eta: 19:16:53, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4320, top5_acc: 0.6898, loss_cls: 2.4796, loss: 2.4796, grad_norm: 5.9203 2020-07-28 00:22:17,313 - mmaction - INFO - Epoch [151][1980/3757] lr: 6.699e-03, eta: 19:16:41, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4711, top5_acc: 0.6969, loss_cls: 2.3753, loss: 2.3753, grad_norm: 5.8189 2020-07-28 00:22:28,780 - mmaction - INFO - Epoch [151][2000/3757] lr: 6.699e-03, eta: 19:16:28, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4680, top5_acc: 0.7023, loss_cls: 2.3648, loss: 2.3648, grad_norm: 5.8745 2020-07-28 00:22:40,175 - mmaction - INFO - Epoch [151][2020/3757] lr: 6.699e-03, eta: 19:16:15, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.4531, top5_acc: 0.6953, loss_cls: 2.4216, loss: 2.4216, grad_norm: 5.7798 2020-07-28 00:22:51,599 - mmaction - INFO - Epoch [151][2040/3757] lr: 6.699e-03, eta: 19:16:02, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.4594, top5_acc: 0.6992, loss_cls: 2.4314, loss: 2.4314, grad_norm: 5.9979 2020-07-28 00:23:03,027 - mmaction - INFO - Epoch [151][2060/3757] lr: 6.699e-03, eta: 19:15:49, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4609, top5_acc: 0.6977, loss_cls: 2.3583, loss: 2.3583, grad_norm: 5.8170 2020-07-28 00:23:14,421 - mmaction - INFO - Epoch [151][2080/3757] lr: 6.699e-03, eta: 19:15:36, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4805, top5_acc: 0.6922, loss_cls: 2.3036, loss: 2.3036, grad_norm: 5.5274 2020-07-28 00:23:25,775 - mmaction - INFO - Epoch [151][2100/3757] lr: 6.699e-03, eta: 19:15:24, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4523, top5_acc: 0.6914, loss_cls: 2.4823, loss: 2.4823, grad_norm: 6.0956 2020-07-28 00:23:37,228 - mmaction - INFO - Epoch [151][2120/3757] lr: 6.699e-03, eta: 19:15:11, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.4539, top5_acc: 0.6906, loss_cls: 2.4529, loss: 2.4529, grad_norm: 5.9326 2020-07-28 00:23:48,712 - mmaction - INFO - Epoch [151][2140/3757] lr: 6.699e-03, eta: 19:14:58, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4719, top5_acc: 0.7141, loss_cls: 2.3345, loss: 2.3345, grad_norm: 5.6563 2020-07-28 00:24:00,770 - mmaction - INFO - Epoch [151][2160/3757] lr: 6.699e-03, eta: 19:14:45, time: 0.603, data_time: 0.041, memory: 5232, top1_acc: 0.4609, top5_acc: 0.6867, loss_cls: 2.4034, loss: 2.4034, grad_norm: 5.7499 2020-07-28 00:24:12,262 - mmaction - INFO - Epoch [151][2180/3757] lr: 6.699e-03, eta: 19:14:33, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4484, top5_acc: 0.6852, loss_cls: 2.4108, loss: 2.4108, grad_norm: 5.8266 2020-07-28 00:24:23,715 - mmaction - INFO - Epoch [151][2200/3757] lr: 6.699e-03, eta: 19:14:20, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.4406, top5_acc: 0.6836, loss_cls: 2.4753, loss: 2.4753, grad_norm: 5.7309 2020-07-28 00:24:35,180 - mmaction - INFO - Epoch [151][2220/3757] lr: 6.699e-03, eta: 19:14:07, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4797, top5_acc: 0.6914, loss_cls: 2.3649, loss: 2.3649, grad_norm: 5.6966 2020-07-28 00:24:51,462 - mmaction - INFO - Epoch [151][2240/3757] lr: 6.699e-03, eta: 19:13:55, time: 0.814, data_time: 0.243, memory: 5232, top1_acc: 0.4555, top5_acc: 0.6953, loss_cls: 2.4450, loss: 2.4450, grad_norm: 5.6798 2020-07-28 00:25:10,690 - mmaction - INFO - Epoch [151][2260/3757] lr: 6.699e-03, eta: 19:13:44, time: 0.962, data_time: 0.163, memory: 5232, top1_acc: 0.4719, top5_acc: 0.7086, loss_cls: 2.3025, loss: 2.3025, grad_norm: 5.6049 2020-07-28 00:25:26,156 - mmaction - INFO - Epoch [151][2280/3757] lr: 6.699e-03, eta: 19:13:33, time: 0.773, data_time: 0.108, memory: 5232, top1_acc: 0.4680, top5_acc: 0.7008, loss_cls: 2.3383, loss: 2.3383, grad_norm: 5.4649 2020-07-28 00:25:41,762 - mmaction - INFO - Epoch [151][2300/3757] lr: 6.699e-03, eta: 19:13:21, time: 0.780, data_time: 0.135, memory: 5232, top1_acc: 0.4695, top5_acc: 0.7109, loss_cls: 2.3288, loss: 2.3288, grad_norm: 5.6434 2020-07-28 00:25:53,191 - mmaction - INFO - Epoch [151][2320/3757] lr: 6.699e-03, eta: 19:13:08, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4453, top5_acc: 0.7047, loss_cls: 2.4043, loss: 2.4043, grad_norm: 5.9488 2020-07-28 00:26:04,626 - mmaction - INFO - Epoch [151][2340/3757] lr: 6.699e-03, eta: 19:12:55, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4758, top5_acc: 0.7164, loss_cls: 2.3345, loss: 2.3345, grad_norm: 5.7126 2020-07-28 00:26:16,020 - mmaction - INFO - Epoch [151][2360/3757] lr: 6.699e-03, eta: 19:12:42, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4469, top5_acc: 0.6813, loss_cls: 2.4427, loss: 2.4427, grad_norm: 5.7549 2020-07-28 00:26:27,499 - mmaction - INFO - Epoch [151][2380/3757] lr: 6.699e-03, eta: 19:12:30, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4602, top5_acc: 0.6891, loss_cls: 2.4080, loss: 2.4080, grad_norm: 5.7270 2020-07-28 00:26:38,814 - mmaction - INFO - Epoch [151][2400/3757] lr: 6.699e-03, eta: 19:12:17, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4313, top5_acc: 0.6930, loss_cls: 2.4919, loss: 2.4919, grad_norm: 5.9617 2020-07-28 00:26:50,264 - mmaction - INFO - Epoch [151][2420/3757] lr: 6.699e-03, eta: 19:12:04, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4586, top5_acc: 0.6984, loss_cls: 2.4028, loss: 2.4028, grad_norm: 5.7790 2020-07-28 00:27:01,665 - mmaction - INFO - Epoch [151][2440/3757] lr: 6.699e-03, eta: 19:11:51, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4508, top5_acc: 0.6711, loss_cls: 2.4868, loss: 2.4868, grad_norm: 5.8729 2020-07-28 00:27:13,204 - mmaction - INFO - Epoch [151][2460/3757] lr: 6.699e-03, eta: 19:11:38, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.4570, top5_acc: 0.7031, loss_cls: 2.3797, loss: 2.3797, grad_norm: 5.7815 2020-07-28 00:27:24,666 - mmaction - INFO - Epoch [151][2480/3757] lr: 6.699e-03, eta: 19:11:26, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4664, top5_acc: 0.7078, loss_cls: 2.3657, loss: 2.3657, grad_norm: 5.7139 2020-07-28 00:27:40,140 - mmaction - INFO - Epoch [151][2500/3757] lr: 6.699e-03, eta: 19:11:14, time: 0.774, data_time: 0.113, memory: 5232, top1_acc: 0.4500, top5_acc: 0.6758, loss_cls: 2.4552, loss: 2.4552, grad_norm: 5.7403 2020-07-28 00:27:52,023 - mmaction - INFO - Epoch [151][2520/3757] lr: 6.699e-03, eta: 19:11:01, time: 0.594, data_time: 0.024, memory: 5232, top1_acc: 0.4383, top5_acc: 0.6953, loss_cls: 2.4111, loss: 2.4111, grad_norm: 5.6226 2020-07-28 00:28:03,764 - mmaction - INFO - Epoch [151][2540/3757] lr: 6.699e-03, eta: 19:10:48, time: 0.587, data_time: 0.017, memory: 5232, top1_acc: 0.4609, top5_acc: 0.6914, loss_cls: 2.3732, loss: 2.3732, grad_norm: 5.7230 2020-07-28 00:28:15,561 - mmaction - INFO - Epoch [151][2560/3757] lr: 6.699e-03, eta: 19:10:36, time: 0.590, data_time: 0.026, memory: 5232, top1_acc: 0.4648, top5_acc: 0.7086, loss_cls: 2.3572, loss: 2.3572, grad_norm: 5.5542 2020-07-28 00:28:27,233 - mmaction - INFO - Epoch [151][2580/3757] lr: 6.699e-03, eta: 19:10:23, time: 0.584, data_time: 0.016, memory: 5232, top1_acc: 0.4688, top5_acc: 0.7102, loss_cls: 2.3392, loss: 2.3392, grad_norm: 5.6232 2020-07-28 00:28:38,935 - mmaction - INFO - Epoch [151][2600/3757] lr: 6.699e-03, eta: 19:10:10, time: 0.584, data_time: 0.018, memory: 5232, top1_acc: 0.4484, top5_acc: 0.6859, loss_cls: 2.4097, loss: 2.4097, grad_norm: 5.7012 2020-07-28 00:28:50,278 - mmaction - INFO - Epoch [151][2620/3757] lr: 6.699e-03, eta: 19:09:57, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4492, top5_acc: 0.6719, loss_cls: 2.5139, loss: 2.5139, grad_norm: 5.7364 2020-07-28 00:29:01,747 - mmaction - INFO - Epoch [151][2640/3757] lr: 6.699e-03, eta: 19:09:45, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4656, top5_acc: 0.7109, loss_cls: 2.3198, loss: 2.3198, grad_norm: 5.5106 2020-07-28 00:29:17,445 - mmaction - INFO - Epoch [151][2660/3757] lr: 6.699e-03, eta: 19:09:33, time: 0.785, data_time: 0.134, memory: 5232, top1_acc: 0.4711, top5_acc: 0.7016, loss_cls: 2.3667, loss: 2.3667, grad_norm: 5.6738 2020-07-28 00:29:34,017 - mmaction - INFO - Epoch [151][2680/3757] lr: 6.699e-03, eta: 19:09:21, time: 0.829, data_time: 0.270, memory: 5232, top1_acc: 0.4406, top5_acc: 0.7000, loss_cls: 2.3854, loss: 2.3854, grad_norm: 5.7007 2020-07-28 00:29:45,788 - mmaction - INFO - Epoch [151][2700/3757] lr: 6.699e-03, eta: 19:09:09, time: 0.588, data_time: 0.016, memory: 5232, top1_acc: 0.4617, top5_acc: 0.7055, loss_cls: 2.3858, loss: 2.3858, grad_norm: 5.8182 2020-07-28 00:29:57,649 - mmaction - INFO - Epoch [151][2720/3757] lr: 6.699e-03, eta: 19:08:56, time: 0.594, data_time: 0.025, memory: 5232, top1_acc: 0.4555, top5_acc: 0.6875, loss_cls: 2.4612, loss: 2.4612, grad_norm: 5.7621 2020-07-28 00:30:09,431 - mmaction - INFO - Epoch [151][2740/3757] lr: 6.699e-03, eta: 19:08:43, time: 0.589, data_time: 0.014, memory: 5232, top1_acc: 0.4578, top5_acc: 0.6773, loss_cls: 2.4611, loss: 2.4611, grad_norm: 5.6776 2020-07-28 00:30:21,366 - mmaction - INFO - Epoch [151][2760/3757] lr: 6.699e-03, eta: 19:08:30, time: 0.596, data_time: 0.025, memory: 5232, top1_acc: 0.4469, top5_acc: 0.6867, loss_cls: 2.4986, loss: 2.4986, grad_norm: 5.9172 2020-07-28 00:30:33,139 - mmaction - INFO - Epoch [151][2780/3757] lr: 6.699e-03, eta: 19:08:18, time: 0.589, data_time: 0.014, memory: 5232, top1_acc: 0.4477, top5_acc: 0.6797, loss_cls: 2.4153, loss: 2.4153, grad_norm: 5.7237 2020-07-28 00:30:44,592 - mmaction - INFO - Epoch [151][2800/3757] lr: 6.699e-03, eta: 19:08:05, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4711, top5_acc: 0.7047, loss_cls: 2.3069, loss: 2.3069, grad_norm: 5.5357 2020-07-28 00:30:56,006 - mmaction - INFO - Epoch [151][2820/3757] lr: 6.699e-03, eta: 19:07:52, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4516, top5_acc: 0.7102, loss_cls: 2.3965, loss: 2.3965, grad_norm: 5.7704 2020-07-28 00:31:07,512 - mmaction - INFO - Epoch [151][2840/3757] lr: 6.699e-03, eta: 19:07:39, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4492, top5_acc: 0.7008, loss_cls: 2.4066, loss: 2.4066, grad_norm: 5.6380 2020-07-28 00:31:23,184 - mmaction - INFO - Epoch [151][2860/3757] lr: 6.699e-03, eta: 19:07:28, time: 0.784, data_time: 0.138, memory: 5232, top1_acc: 0.4664, top5_acc: 0.6953, loss_cls: 2.4477, loss: 2.4477, grad_norm: 5.6304 2020-07-28 00:31:35,006 - mmaction - INFO - Epoch [151][2880/3757] lr: 6.699e-03, eta: 19:07:15, time: 0.592, data_time: 0.025, memory: 5232, top1_acc: 0.4469, top5_acc: 0.6828, loss_cls: 2.4833, loss: 2.4833, grad_norm: 5.6718 2020-07-28 00:31:46,653 - mmaction - INFO - Epoch [151][2900/3757] lr: 6.699e-03, eta: 19:07:02, time: 0.583, data_time: 0.018, memory: 5232, top1_acc: 0.4500, top5_acc: 0.6922, loss_cls: 2.4428, loss: 2.4428, grad_norm: 5.6413 2020-07-28 00:31:58,463 - mmaction - INFO - Epoch [151][2920/3757] lr: 6.699e-03, eta: 19:06:49, time: 0.590, data_time: 0.022, memory: 5232, top1_acc: 0.4523, top5_acc: 0.7141, loss_cls: 2.4357, loss: 2.4357, grad_norm: 5.6802 2020-07-28 00:32:10,278 - mmaction - INFO - Epoch [151][2940/3757] lr: 6.699e-03, eta: 19:06:37, time: 0.591, data_time: 0.021, memory: 5232, top1_acc: 0.4484, top5_acc: 0.6898, loss_cls: 2.3761, loss: 2.3761, grad_norm: 5.5652 2020-07-28 00:32:21,892 - mmaction - INFO - Epoch [151][2960/3757] lr: 6.699e-03, eta: 19:06:24, time: 0.581, data_time: 0.003, memory: 5232, top1_acc: 0.4656, top5_acc: 0.6984, loss_cls: 2.3834, loss: 2.3834, grad_norm: 5.6346 2020-07-28 00:32:33,221 - mmaction - INFO - Epoch [151][2980/3757] lr: 6.699e-03, eta: 19:06:11, time: 0.567, data_time: 0.001, memory: 5232, top1_acc: 0.4930, top5_acc: 0.7328, loss_cls: 2.2962, loss: 2.2962, grad_norm: 5.8045 2020-07-28 00:32:44,709 - mmaction - INFO - Epoch [151][3000/3757] lr: 6.699e-03, eta: 19:05:58, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4609, top5_acc: 0.7063, loss_cls: 2.3521, loss: 2.3521, grad_norm: 5.7621 2020-07-28 00:32:56,080 - mmaction - INFO - Epoch [151][3020/3757] lr: 6.699e-03, eta: 19:05:45, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4266, top5_acc: 0.6609, loss_cls: 2.5653, loss: 2.5653, grad_norm: 5.9935 2020-07-28 00:33:07,633 - mmaction - INFO - Epoch [151][3040/3757] lr: 6.699e-03, eta: 19:05:33, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.4539, top5_acc: 0.6945, loss_cls: 2.4338, loss: 2.4338, grad_norm: 5.6644 2020-07-28 00:33:19,074 - mmaction - INFO - Epoch [151][3060/3757] lr: 6.699e-03, eta: 19:05:20, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4398, top5_acc: 0.6844, loss_cls: 2.4927, loss: 2.4927, grad_norm: 5.7502 2020-07-28 00:33:30,468 - mmaction - INFO - Epoch [151][3080/3757] lr: 6.699e-03, eta: 19:05:07, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4492, top5_acc: 0.6805, loss_cls: 2.5004, loss: 2.5004, grad_norm: 5.5685 2020-07-28 00:33:41,870 - mmaction - INFO - Epoch [151][3100/3757] lr: 6.699e-03, eta: 19:04:54, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4484, top5_acc: 0.6859, loss_cls: 2.4180, loss: 2.4180, grad_norm: 5.5163 2020-07-28 00:33:53,861 - mmaction - INFO - Epoch [151][3120/3757] lr: 6.699e-03, eta: 19:04:41, time: 0.599, data_time: 0.035, memory: 5232, top1_acc: 0.4789, top5_acc: 0.7086, loss_cls: 2.3812, loss: 2.3812, grad_norm: 5.7106 2020-07-28 00:34:05,310 - mmaction - INFO - Epoch [151][3140/3757] lr: 6.699e-03, eta: 19:04:29, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.4641, top5_acc: 0.7008, loss_cls: 2.3858, loss: 2.3858, grad_norm: 5.5867 2020-07-28 00:34:17,087 - mmaction - INFO - Epoch [151][3160/3757] lr: 6.699e-03, eta: 19:04:16, time: 0.589, data_time: 0.012, memory: 5232, top1_acc: 0.4352, top5_acc: 0.6977, loss_cls: 2.4466, loss: 2.4466, grad_norm: 5.7223 2020-07-28 00:34:28,905 - mmaction - INFO - Epoch [151][3180/3757] lr: 6.699e-03, eta: 19:04:03, time: 0.591, data_time: 0.025, memory: 5232, top1_acc: 0.4461, top5_acc: 0.6930, loss_cls: 2.4062, loss: 2.4062, grad_norm: 5.8246 2020-07-28 00:34:40,704 - mmaction - INFO - Epoch [151][3200/3757] lr: 6.699e-03, eta: 19:03:51, time: 0.590, data_time: 0.017, memory: 5232, top1_acc: 0.4383, top5_acc: 0.6695, loss_cls: 2.5210, loss: 2.5210, grad_norm: 5.6250 2020-07-28 00:34:52,431 - mmaction - INFO - Epoch [151][3220/3757] lr: 6.699e-03, eta: 19:03:38, time: 0.586, data_time: 0.023, memory: 5232, top1_acc: 0.4648, top5_acc: 0.6867, loss_cls: 2.3960, loss: 2.3960, grad_norm: 5.6373 2020-07-28 00:35:04,200 - mmaction - INFO - Epoch [151][3240/3757] lr: 6.699e-03, eta: 19:03:25, time: 0.588, data_time: 0.015, memory: 5232, top1_acc: 0.4734, top5_acc: 0.7117, loss_cls: 2.3886, loss: 2.3886, grad_norm: 5.8239 2020-07-28 00:35:15,994 - mmaction - INFO - Epoch [151][3260/3757] lr: 6.699e-03, eta: 19:03:12, time: 0.589, data_time: 0.023, memory: 5232, top1_acc: 0.4461, top5_acc: 0.6727, loss_cls: 2.5010, loss: 2.5010, grad_norm: 5.6624 2020-07-28 00:35:27,778 - mmaction - INFO - Epoch [151][3280/3757] lr: 6.699e-03, eta: 19:03:00, time: 0.590, data_time: 0.016, memory: 5232, top1_acc: 0.4797, top5_acc: 0.7000, loss_cls: 2.3292, loss: 2.3292, grad_norm: 5.6261 2020-07-28 00:35:39,529 - mmaction - INFO - Epoch [151][3300/3757] lr: 6.699e-03, eta: 19:02:47, time: 0.587, data_time: 0.023, memory: 5232, top1_acc: 0.4430, top5_acc: 0.6844, loss_cls: 2.4695, loss: 2.4695, grad_norm: 5.7796 2020-07-28 00:35:51,231 - mmaction - INFO - Epoch [151][3320/3757] lr: 6.699e-03, eta: 19:02:34, time: 0.585, data_time: 0.015, memory: 5232, top1_acc: 0.4664, top5_acc: 0.6813, loss_cls: 2.4615, loss: 2.4615, grad_norm: 5.5850 2020-07-28 00:36:03,063 - mmaction - INFO - Epoch [151][3340/3757] lr: 6.699e-03, eta: 19:02:21, time: 0.592, data_time: 0.025, memory: 5232, top1_acc: 0.4609, top5_acc: 0.6914, loss_cls: 2.4485, loss: 2.4485, grad_norm: 5.7345 2020-07-28 00:36:14,498 - mmaction - INFO - Epoch [151][3360/3757] lr: 6.699e-03, eta: 19:02:09, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4445, top5_acc: 0.6937, loss_cls: 2.3975, loss: 2.3975, grad_norm: 5.8850 2020-07-28 00:36:25,884 - mmaction - INFO - Epoch [151][3380/3757] lr: 6.699e-03, eta: 19:01:56, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4523, top5_acc: 0.7023, loss_cls: 2.4098, loss: 2.4098, grad_norm: 5.8087 2020-07-28 00:36:37,399 - mmaction - INFO - Epoch [151][3400/3757] lr: 6.699e-03, eta: 19:01:43, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4398, top5_acc: 0.6609, loss_cls: 2.5113, loss: 2.5113, grad_norm: 5.7456 2020-07-28 00:36:49,229 - mmaction - INFO - Epoch [151][3420/3757] lr: 6.699e-03, eta: 19:01:30, time: 0.592, data_time: 0.024, memory: 5232, top1_acc: 0.4445, top5_acc: 0.6766, loss_cls: 2.5266, loss: 2.5266, grad_norm: 5.9600 2020-07-28 00:37:00,898 - mmaction - INFO - Epoch [151][3440/3757] lr: 6.699e-03, eta: 19:01:18, time: 0.583, data_time: 0.018, memory: 5232, top1_acc: 0.4477, top5_acc: 0.6836, loss_cls: 2.5075, loss: 2.5075, grad_norm: 5.8734 2020-07-28 00:37:12,711 - mmaction - INFO - Epoch [151][3460/3757] lr: 6.699e-03, eta: 19:01:05, time: 0.591, data_time: 0.024, memory: 5232, top1_acc: 0.4789, top5_acc: 0.7031, loss_cls: 2.2927, loss: 2.2927, grad_norm: 5.4875 2020-07-28 00:37:24,393 - mmaction - INFO - Epoch [151][3480/3757] lr: 6.699e-03, eta: 19:00:52, time: 0.584, data_time: 0.014, memory: 5232, top1_acc: 0.4437, top5_acc: 0.6945, loss_cls: 2.4131, loss: 2.4131, grad_norm: 5.6468 2020-07-28 00:37:36,177 - mmaction - INFO - Epoch [151][3500/3757] lr: 6.699e-03, eta: 19:00:39, time: 0.589, data_time: 0.025, memory: 5232, top1_acc: 0.4430, top5_acc: 0.6766, loss_cls: 2.4551, loss: 2.4551, grad_norm: 5.6980 2020-07-28 00:37:47,929 - mmaction - INFO - Epoch [151][3520/3757] lr: 6.699e-03, eta: 19:00:27, time: 0.587, data_time: 0.018, memory: 5232, top1_acc: 0.4891, top5_acc: 0.7242, loss_cls: 2.2828, loss: 2.2828, grad_norm: 5.5405 2020-07-28 00:37:59,827 - mmaction - INFO - Epoch [151][3540/3757] lr: 6.699e-03, eta: 19:00:14, time: 0.595, data_time: 0.025, memory: 5232, top1_acc: 0.4547, top5_acc: 0.6977, loss_cls: 2.4361, loss: 2.4361, grad_norm: 5.8136 2020-07-28 00:38:11,510 - mmaction - INFO - Epoch [151][3560/3757] lr: 6.699e-03, eta: 19:00:01, time: 0.585, data_time: 0.020, memory: 5232, top1_acc: 0.4609, top5_acc: 0.6945, loss_cls: 2.4246, loss: 2.4246, grad_norm: 5.7528 2020-07-28 00:38:22,929 - mmaction - INFO - Epoch [151][3580/3757] lr: 6.699e-03, eta: 18:59:48, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4445, top5_acc: 0.6820, loss_cls: 2.4189, loss: 2.4189, grad_norm: 5.7321 2020-07-28 00:38:34,333 - mmaction - INFO - Epoch [151][3600/3757] lr: 6.699e-03, eta: 18:59:36, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4570, top5_acc: 0.6961, loss_cls: 2.4117, loss: 2.4117, grad_norm: 5.7011 2020-07-28 00:38:46,103 - mmaction - INFO - Epoch [151][3620/3757] lr: 6.699e-03, eta: 18:59:23, time: 0.589, data_time: 0.022, memory: 5232, top1_acc: 0.4562, top5_acc: 0.7102, loss_cls: 2.3676, loss: 2.3676, grad_norm: 6.0348 2020-07-28 00:38:57,897 - mmaction - INFO - Epoch [151][3640/3757] lr: 6.699e-03, eta: 18:59:10, time: 0.590, data_time: 0.025, memory: 5232, top1_acc: 0.4703, top5_acc: 0.7055, loss_cls: 2.3358, loss: 2.3358, grad_norm: 5.6971 2020-07-28 00:39:09,622 - mmaction - INFO - Epoch [151][3660/3757] lr: 6.699e-03, eta: 18:58:57, time: 0.586, data_time: 0.015, memory: 5232, top1_acc: 0.4562, top5_acc: 0.6984, loss_cls: 2.3845, loss: 2.3845, grad_norm: 6.0083 2020-07-28 00:39:21,457 - mmaction - INFO - Epoch [151][3680/3757] lr: 6.699e-03, eta: 18:58:45, time: 0.591, data_time: 0.025, memory: 5232, top1_acc: 0.4836, top5_acc: 0.7102, loss_cls: 2.2892, loss: 2.2892, grad_norm: 5.6940 2020-07-28 00:39:33,185 - mmaction - INFO - Epoch [151][3700/3757] lr: 6.699e-03, eta: 18:58:32, time: 0.587, data_time: 0.015, memory: 5232, top1_acc: 0.4742, top5_acc: 0.7078, loss_cls: 2.3007, loss: 2.3007, grad_norm: 5.7211 2020-07-28 00:39:45,056 - mmaction - INFO - Epoch [151][3720/3757] lr: 6.699e-03, eta: 18:58:19, time: 0.593, data_time: 0.025, memory: 5232, top1_acc: 0.4445, top5_acc: 0.6883, loss_cls: 2.4393, loss: 2.4393, grad_norm: 5.8520 2020-07-28 00:39:56,687 - mmaction - INFO - Epoch [151][3740/3757] lr: 6.699e-03, eta: 18:58:06, time: 0.582, data_time: 0.016, memory: 5232, top1_acc: 0.4750, top5_acc: 0.7164, loss_cls: 2.3501, loss: 2.3501, grad_norm: 5.7119 2020-07-28 00:45:18,268 - mmaction - INFO - Epoch [152][20/3757] lr: 6.269e-03, eta: 18:58:50, time: 14.524, data_time: 13.637, memory: 5232, top1_acc: 0.4633, top5_acc: 0.6984, loss_cls: 2.3863, loss: 2.3863, grad_norm: 5.8866 2020-07-28 00:45:29,604 - mmaction - INFO - Epoch [152][40/3757] lr: 6.269e-03, eta: 18:58:37, time: 0.568, data_time: 0.005, memory: 5232, top1_acc: 0.4844, top5_acc: 0.6992, loss_cls: 2.3574, loss: 2.3574, grad_norm: 5.8251 2020-07-28 00:45:40,937 - mmaction - INFO - Epoch [152][60/3757] lr: 6.269e-03, eta: 18:58:24, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4570, top5_acc: 0.6875, loss_cls: 2.4114, loss: 2.4114, grad_norm: 5.8512 2020-07-28 00:45:52,233 - mmaction - INFO - Epoch [152][80/3757] lr: 6.269e-03, eta: 18:58:12, time: 0.565, data_time: 0.002, memory: 5232, top1_acc: 0.4820, top5_acc: 0.7031, loss_cls: 2.3319, loss: 2.3319, grad_norm: 5.6894 2020-07-28 00:46:03,592 - mmaction - INFO - Epoch [152][100/3757] lr: 6.269e-03, eta: 18:57:59, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4484, top5_acc: 0.6906, loss_cls: 2.4288, loss: 2.4288, grad_norm: 5.9862 2020-07-28 00:46:15,050 - mmaction - INFO - Epoch [152][120/3757] lr: 6.269e-03, eta: 18:57:46, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4719, top5_acc: 0.7234, loss_cls: 2.2899, loss: 2.2899, grad_norm: 5.7207 2020-07-28 00:46:26,387 - mmaction - INFO - Epoch [152][140/3757] lr: 6.269e-03, eta: 18:57:33, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4758, top5_acc: 0.7063, loss_cls: 2.3299, loss: 2.3299, grad_norm: 5.5319 2020-07-28 00:46:38,087 - mmaction - INFO - Epoch [152][160/3757] lr: 6.269e-03, eta: 18:57:20, time: 0.585, data_time: 0.022, memory: 5232, top1_acc: 0.4680, top5_acc: 0.7094, loss_cls: 2.3216, loss: 2.3216, grad_norm: 5.7366 2020-07-28 00:46:49,719 - mmaction - INFO - Epoch [152][180/3757] lr: 6.269e-03, eta: 18:57:08, time: 0.581, data_time: 0.018, memory: 5232, top1_acc: 0.4594, top5_acc: 0.6953, loss_cls: 2.4393, loss: 2.4393, grad_norm: 6.0717 2020-07-28 00:47:01,419 - mmaction - INFO - Epoch [152][200/3757] lr: 6.269e-03, eta: 18:56:55, time: 0.585, data_time: 0.025, memory: 5232, top1_acc: 0.4852, top5_acc: 0.6969, loss_cls: 2.2982, loss: 2.2982, grad_norm: 5.6333 2020-07-28 00:47:12,860 - mmaction - INFO - Epoch [152][220/3757] lr: 6.269e-03, eta: 18:56:42, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4688, top5_acc: 0.7117, loss_cls: 2.3103, loss: 2.3103, grad_norm: 5.8469 2020-07-28 00:47:24,245 - mmaction - INFO - Epoch [152][240/3757] lr: 6.269e-03, eta: 18:56:29, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4617, top5_acc: 0.6937, loss_cls: 2.3706, loss: 2.3706, grad_norm: 5.8086 2020-07-28 00:47:35,553 - mmaction - INFO - Epoch [152][260/3757] lr: 6.269e-03, eta: 18:56:16, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.4562, top5_acc: 0.7008, loss_cls: 2.4403, loss: 2.4403, grad_norm: 5.8852 2020-07-28 00:47:46,919 - mmaction - INFO - Epoch [152][280/3757] lr: 6.269e-03, eta: 18:56:03, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4570, top5_acc: 0.6898, loss_cls: 2.3936, loss: 2.3936, grad_norm: 5.8604 2020-07-28 00:47:58,272 - mmaction - INFO - Epoch [152][300/3757] lr: 6.269e-03, eta: 18:55:51, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4820, top5_acc: 0.7086, loss_cls: 2.3412, loss: 2.3412, grad_norm: 5.8509 2020-07-28 00:48:09,777 - mmaction - INFO - Epoch [152][320/3757] lr: 6.269e-03, eta: 18:55:38, time: 0.575, data_time: 0.012, memory: 5232, top1_acc: 0.4680, top5_acc: 0.7086, loss_cls: 2.2963, loss: 2.2963, grad_norm: 5.7401 2020-07-28 00:48:21,209 - mmaction - INFO - Epoch [152][340/3757] lr: 6.269e-03, eta: 18:55:25, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.4586, top5_acc: 0.7039, loss_cls: 2.3668, loss: 2.3668, grad_norm: 5.7435 2020-07-28 00:48:32,615 - mmaction - INFO - Epoch [152][360/3757] lr: 6.269e-03, eta: 18:55:12, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4539, top5_acc: 0.6789, loss_cls: 2.4772, loss: 2.4772, grad_norm: 5.9939 2020-07-28 00:48:43,985 - mmaction - INFO - Epoch [152][380/3757] lr: 6.269e-03, eta: 18:54:59, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4625, top5_acc: 0.7000, loss_cls: 2.3853, loss: 2.3853, grad_norm: 5.7645 2020-07-28 00:48:55,440 - mmaction - INFO - Epoch [152][400/3757] lr: 6.269e-03, eta: 18:54:46, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.4594, top5_acc: 0.6992, loss_cls: 2.4390, loss: 2.4390, grad_norm: 5.8940 2020-07-28 00:49:06,811 - mmaction - INFO - Epoch [152][420/3757] lr: 6.269e-03, eta: 18:54:34, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4695, top5_acc: 0.7008, loss_cls: 2.3705, loss: 2.3705, grad_norm: 5.9558 2020-07-28 00:49:22,676 - mmaction - INFO - Epoch [152][440/3757] lr: 6.269e-03, eta: 18:54:22, time: 0.794, data_time: 0.225, memory: 5232, top1_acc: 0.4758, top5_acc: 0.6961, loss_cls: 2.3572, loss: 2.3572, grad_norm: 5.7993 2020-07-28 00:49:37,947 - mmaction - INFO - Epoch [152][460/3757] lr: 6.269e-03, eta: 18:54:10, time: 0.764, data_time: 0.128, memory: 5232, top1_acc: 0.4500, top5_acc: 0.6844, loss_cls: 2.4262, loss: 2.4262, grad_norm: 5.9850 2020-07-28 00:49:54,132 - mmaction - INFO - Epoch [152][480/3757] lr: 6.269e-03, eta: 18:53:58, time: 0.809, data_time: 0.245, memory: 5232, top1_acc: 0.4891, top5_acc: 0.7203, loss_cls: 2.2943, loss: 2.2943, grad_norm: 5.6527 2020-07-28 00:50:13,290 - mmaction - INFO - Epoch [152][500/3757] lr: 6.269e-03, eta: 18:53:48, time: 0.958, data_time: 0.186, memory: 5232, top1_acc: 0.4547, top5_acc: 0.6953, loss_cls: 2.3953, loss: 2.3953, grad_norm: 5.8659 2020-07-28 00:50:25,285 - mmaction - INFO - Epoch [152][520/3757] lr: 6.269e-03, eta: 18:53:35, time: 0.600, data_time: 0.040, memory: 5232, top1_acc: 0.4789, top5_acc: 0.7031, loss_cls: 2.3523, loss: 2.3523, grad_norm: 5.6453 2020-07-28 00:50:40,772 - mmaction - INFO - Epoch [152][540/3757] lr: 6.269e-03, eta: 18:53:23, time: 0.774, data_time: 0.119, memory: 5232, top1_acc: 0.4570, top5_acc: 0.7031, loss_cls: 2.3748, loss: 2.3748, grad_norm: 5.6711 2020-07-28 00:50:56,986 - mmaction - INFO - Epoch [152][560/3757] lr: 6.269e-03, eta: 18:53:11, time: 0.811, data_time: 0.245, memory: 5232, top1_acc: 0.4703, top5_acc: 0.7047, loss_cls: 2.3225, loss: 2.3225, grad_norm: 5.6363 2020-07-28 00:51:12,422 - mmaction - INFO - Epoch [152][580/3757] lr: 6.269e-03, eta: 18:53:00, time: 0.771, data_time: 0.149, memory: 5232, top1_acc: 0.4719, top5_acc: 0.6914, loss_cls: 2.3979, loss: 2.3979, grad_norm: 5.7998 2020-07-28 00:51:23,769 - mmaction - INFO - Epoch [152][600/3757] lr: 6.269e-03, eta: 18:52:47, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4602, top5_acc: 0.6992, loss_cls: 2.3643, loss: 2.3643, grad_norm: 5.7227 2020-07-28 00:51:35,285 - mmaction - INFO - Epoch [152][620/3757] lr: 6.269e-03, eta: 18:52:34, time: 0.576, data_time: 0.005, memory: 5232, top1_acc: 0.4516, top5_acc: 0.6820, loss_cls: 2.4785, loss: 2.4785, grad_norm: 5.9579 2020-07-28 00:51:46,772 - mmaction - INFO - Epoch [152][640/3757] lr: 6.269e-03, eta: 18:52:21, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.4625, top5_acc: 0.7039, loss_cls: 2.3992, loss: 2.3992, grad_norm: 5.7421 2020-07-28 00:51:58,259 - mmaction - INFO - Epoch [152][660/3757] lr: 6.269e-03, eta: 18:52:08, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4531, top5_acc: 0.7031, loss_cls: 2.3841, loss: 2.3841, grad_norm: 5.7764 2020-07-28 00:52:10,038 - mmaction - INFO - Epoch [152][680/3757] lr: 6.269e-03, eta: 18:51:56, time: 0.588, data_time: 0.016, memory: 5232, top1_acc: 0.4688, top5_acc: 0.6953, loss_cls: 2.4001, loss: 2.4001, grad_norm: 5.7495 2020-07-28 00:52:21,412 - mmaction - INFO - Epoch [152][700/3757] lr: 6.269e-03, eta: 18:51:43, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.4688, top5_acc: 0.7063, loss_cls: 2.4155, loss: 2.4155, grad_norm: 5.8633 2020-07-28 00:52:32,888 - mmaction - INFO - Epoch [152][720/3757] lr: 6.269e-03, eta: 18:51:30, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4664, top5_acc: 0.7242, loss_cls: 2.3131, loss: 2.3131, grad_norm: 5.6484 2020-07-28 00:52:44,254 - mmaction - INFO - Epoch [152][740/3757] lr: 6.269e-03, eta: 18:51:17, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4781, top5_acc: 0.6953, loss_cls: 2.3861, loss: 2.3861, grad_norm: 5.7332 2020-07-28 00:52:55,696 - mmaction - INFO - Epoch [152][760/3757] lr: 6.269e-03, eta: 18:51:04, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4711, top5_acc: 0.6914, loss_cls: 2.3208, loss: 2.3208, grad_norm: 5.7411 2020-07-28 00:53:07,151 - mmaction - INFO - Epoch [152][780/3757] lr: 6.269e-03, eta: 18:50:51, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4594, top5_acc: 0.6922, loss_cls: 2.4479, loss: 2.4479, grad_norm: 6.0551 2020-07-28 00:53:18,490 - mmaction - INFO - Epoch [152][800/3757] lr: 6.269e-03, eta: 18:50:39, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4719, top5_acc: 0.6969, loss_cls: 2.3819, loss: 2.3819, grad_norm: 5.7132 2020-07-28 00:53:30,002 - mmaction - INFO - Epoch [152][820/3757] lr: 6.269e-03, eta: 18:50:26, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4664, top5_acc: 0.6742, loss_cls: 2.4193, loss: 2.4193, grad_norm: 5.7157 2020-07-28 00:53:41,485 - mmaction - INFO - Epoch [152][840/3757] lr: 6.269e-03, eta: 18:50:13, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.4711, top5_acc: 0.7219, loss_cls: 2.3243, loss: 2.3243, grad_norm: 5.8137 2020-07-28 00:53:52,877 - mmaction - INFO - Epoch [152][860/3757] lr: 6.269e-03, eta: 18:50:00, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4695, top5_acc: 0.6852, loss_cls: 2.3882, loss: 2.3882, grad_norm: 5.8767 2020-07-28 00:54:04,292 - mmaction - INFO - Epoch [152][880/3757] lr: 6.269e-03, eta: 18:49:47, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4547, top5_acc: 0.7047, loss_cls: 2.3714, loss: 2.3714, grad_norm: 5.8330 2020-07-28 00:54:15,710 - mmaction - INFO - Epoch [152][900/3757] lr: 6.269e-03, eta: 18:49:35, time: 0.571, data_time: 0.007, memory: 5232, top1_acc: 0.4781, top5_acc: 0.7031, loss_cls: 2.3672, loss: 2.3672, grad_norm: 5.8043 2020-07-28 00:54:27,128 - mmaction - INFO - Epoch [152][920/3757] lr: 6.269e-03, eta: 18:49:22, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4609, top5_acc: 0.6891, loss_cls: 2.4517, loss: 2.4517, grad_norm: 6.0272 2020-07-28 00:54:38,561 - mmaction - INFO - Epoch [152][940/3757] lr: 6.269e-03, eta: 18:49:09, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4797, top5_acc: 0.7047, loss_cls: 2.3460, loss: 2.3460, grad_norm: 5.7989 2020-07-28 00:54:50,047 - mmaction - INFO - Epoch [152][960/3757] lr: 6.269e-03, eta: 18:48:56, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4625, top5_acc: 0.6906, loss_cls: 2.4007, loss: 2.4007, grad_norm: 5.8515 2020-07-28 00:55:01,538 - mmaction - INFO - Epoch [152][980/3757] lr: 6.269e-03, eta: 18:48:43, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4664, top5_acc: 0.6750, loss_cls: 2.4642, loss: 2.4642, grad_norm: 5.6497 2020-07-28 00:55:12,790 - mmaction - INFO - Epoch [152][1000/3757] lr: 6.269e-03, eta: 18:48:30, time: 0.563, data_time: 0.002, memory: 5232, top1_acc: 0.4570, top5_acc: 0.6977, loss_cls: 2.3543, loss: 2.3543, grad_norm: 5.8542 2020-07-28 00:55:24,218 - mmaction - INFO - Epoch [152][1020/3757] lr: 6.269e-03, eta: 18:48:18, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4727, top5_acc: 0.6984, loss_cls: 2.3791, loss: 2.3791, grad_norm: 5.7282 2020-07-28 00:55:35,580 - mmaction - INFO - Epoch [152][1040/3757] lr: 6.269e-03, eta: 18:48:05, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4414, top5_acc: 0.6766, loss_cls: 2.5185, loss: 2.5185, grad_norm: 6.1194 2020-07-28 00:55:47,342 - mmaction - INFO - Epoch [152][1060/3757] lr: 6.269e-03, eta: 18:47:52, time: 0.588, data_time: 0.027, memory: 5232, top1_acc: 0.4688, top5_acc: 0.7109, loss_cls: 2.3480, loss: 2.3480, grad_norm: 5.6736 2020-07-28 00:55:58,822 - mmaction - INFO - Epoch [152][1080/3757] lr: 6.269e-03, eta: 18:47:39, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4430, top5_acc: 0.7063, loss_cls: 2.3816, loss: 2.3816, grad_norm: 5.8254 2020-07-28 00:56:10,220 - mmaction - INFO - Epoch [152][1100/3757] lr: 6.269e-03, eta: 18:47:26, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4500, top5_acc: 0.7172, loss_cls: 2.3292, loss: 2.3292, grad_norm: 5.6917 2020-07-28 00:56:22,166 - mmaction - INFO - Epoch [152][1120/3757] lr: 6.269e-03, eta: 18:47:14, time: 0.597, data_time: 0.035, memory: 5232, top1_acc: 0.4875, top5_acc: 0.7180, loss_cls: 2.3068, loss: 2.3068, grad_norm: 5.6402 2020-07-28 00:56:33,478 - mmaction - INFO - Epoch [152][1140/3757] lr: 6.269e-03, eta: 18:47:01, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4570, top5_acc: 0.6750, loss_cls: 2.4924, loss: 2.4924, grad_norm: 5.9789 2020-07-28 00:56:44,961 - mmaction - INFO - Epoch [152][1160/3757] lr: 6.269e-03, eta: 18:46:48, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4688, top5_acc: 0.7023, loss_cls: 2.4010, loss: 2.4010, grad_norm: 5.7441 2020-07-28 00:56:56,428 - mmaction - INFO - Epoch [152][1180/3757] lr: 6.269e-03, eta: 18:46:35, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4648, top5_acc: 0.7109, loss_cls: 2.3565, loss: 2.3565, grad_norm: 5.7980 2020-07-28 00:57:07,965 - mmaction - INFO - Epoch [152][1200/3757] lr: 6.269e-03, eta: 18:46:22, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.4672, top5_acc: 0.7023, loss_cls: 2.3428, loss: 2.3428, grad_norm: 5.7214 2020-07-28 00:57:19,415 - mmaction - INFO - Epoch [152][1220/3757] lr: 6.269e-03, eta: 18:46:10, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4766, top5_acc: 0.6906, loss_cls: 2.4130, loss: 2.4130, grad_norm: 5.7707 2020-07-28 00:57:30,890 - mmaction - INFO - Epoch [152][1240/3757] lr: 6.269e-03, eta: 18:45:57, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4648, top5_acc: 0.6898, loss_cls: 2.3644, loss: 2.3644, grad_norm: 5.7285 2020-07-28 00:57:42,307 - mmaction - INFO - Epoch [152][1260/3757] lr: 6.269e-03, eta: 18:45:44, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4492, top5_acc: 0.6813, loss_cls: 2.4210, loss: 2.4210, grad_norm: 5.7845 2020-07-28 00:57:54,266 - mmaction - INFO - Epoch [152][1280/3757] lr: 6.269e-03, eta: 18:45:31, time: 0.598, data_time: 0.036, memory: 5232, top1_acc: 0.4586, top5_acc: 0.7023, loss_cls: 2.4011, loss: 2.4011, grad_norm: 5.9806 2020-07-28 00:58:05,713 - mmaction - INFO - Epoch [152][1300/3757] lr: 6.269e-03, eta: 18:45:18, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4484, top5_acc: 0.7000, loss_cls: 2.4003, loss: 2.4003, grad_norm: 5.8419 2020-07-28 00:58:17,460 - mmaction - INFO - Epoch [152][1320/3757] lr: 6.269e-03, eta: 18:45:06, time: 0.588, data_time: 0.025, memory: 5232, top1_acc: 0.4633, top5_acc: 0.6945, loss_cls: 2.3894, loss: 2.3894, grad_norm: 5.8238 2020-07-28 00:58:29,215 - mmaction - INFO - Epoch [152][1340/3757] lr: 6.269e-03, eta: 18:44:53, time: 0.588, data_time: 0.016, memory: 5232, top1_acc: 0.4609, top5_acc: 0.7164, loss_cls: 2.3257, loss: 2.3257, grad_norm: 5.6671 2020-07-28 00:58:40,951 - mmaction - INFO - Epoch [152][1360/3757] lr: 6.269e-03, eta: 18:44:40, time: 0.587, data_time: 0.022, memory: 5232, top1_acc: 0.4461, top5_acc: 0.6781, loss_cls: 2.4470, loss: 2.4470, grad_norm: 5.8985 2020-07-28 00:58:52,744 - mmaction - INFO - Epoch [152][1380/3757] lr: 6.269e-03, eta: 18:44:28, time: 0.589, data_time: 0.018, memory: 5232, top1_acc: 0.4500, top5_acc: 0.6891, loss_cls: 2.4064, loss: 2.4064, grad_norm: 5.9313 2020-07-28 00:59:04,373 - mmaction - INFO - Epoch [152][1400/3757] lr: 6.269e-03, eta: 18:44:15, time: 0.582, data_time: 0.020, memory: 5232, top1_acc: 0.4648, top5_acc: 0.7031, loss_cls: 2.3678, loss: 2.3678, grad_norm: 5.8529 2020-07-28 00:59:15,755 - mmaction - INFO - Epoch [152][1420/3757] lr: 6.269e-03, eta: 18:44:02, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4508, top5_acc: 0.6781, loss_cls: 2.4411, loss: 2.4411, grad_norm: 5.8223 2020-07-28 00:59:27,155 - mmaction - INFO - Epoch [152][1440/3757] lr: 6.269e-03, eta: 18:43:49, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4781, top5_acc: 0.7258, loss_cls: 2.2802, loss: 2.2802, grad_norm: 5.6881 2020-07-28 00:59:38,929 - mmaction - INFO - Epoch [152][1460/3757] lr: 6.269e-03, eta: 18:43:36, time: 0.588, data_time: 0.026, memory: 5232, top1_acc: 0.4492, top5_acc: 0.6781, loss_cls: 2.4549, loss: 2.4549, grad_norm: 5.8924 2020-07-28 00:59:50,622 - mmaction - INFO - Epoch [152][1480/3757] lr: 6.269e-03, eta: 18:43:24, time: 0.585, data_time: 0.017, memory: 5232, top1_acc: 0.4562, top5_acc: 0.7047, loss_cls: 2.3774, loss: 2.3774, grad_norm: 5.9896 2020-07-28 01:00:12,849 - mmaction - INFO - Epoch [152][1500/3757] lr: 6.269e-03, eta: 18:43:13, time: 1.104, data_time: 0.028, memory: 5232, top1_acc: 0.4781, top5_acc: 0.7016, loss_cls: 2.3395, loss: 2.3395, grad_norm: 5.6719 2020-07-28 01:00:24,371 - mmaction - INFO - Epoch [152][1520/3757] lr: 6.269e-03, eta: 18:43:01, time: 0.583, data_time: 0.011, memory: 5232, top1_acc: 0.4766, top5_acc: 0.7148, loss_cls: 2.3532, loss: 2.3532, grad_norm: 5.7897 2020-07-28 01:00:35,849 - mmaction - INFO - Epoch [152][1540/3757] lr: 6.269e-03, eta: 18:42:48, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4570, top5_acc: 0.7023, loss_cls: 2.3642, loss: 2.3642, grad_norm: 5.7339 2020-07-28 01:00:47,444 - mmaction - INFO - Epoch [152][1560/3757] lr: 6.269e-03, eta: 18:42:35, time: 0.579, data_time: 0.013, memory: 5232, top1_acc: 0.4570, top5_acc: 0.7039, loss_cls: 2.3777, loss: 2.3777, grad_norm: 5.9572 2020-07-28 01:00:58,959 - mmaction - INFO - Epoch [152][1580/3757] lr: 6.269e-03, eta: 18:42:22, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.4492, top5_acc: 0.6984, loss_cls: 2.4361, loss: 2.4361, grad_norm: 5.6899 2020-07-28 01:01:10,533 - mmaction - INFO - Epoch [152][1600/3757] lr: 6.269e-03, eta: 18:42:10, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.4680, top5_acc: 0.6836, loss_cls: 2.4238, loss: 2.4238, grad_norm: 5.7195 2020-07-28 01:01:22,023 - mmaction - INFO - Epoch [152][1620/3757] lr: 6.269e-03, eta: 18:41:57, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4445, top5_acc: 0.7016, loss_cls: 2.4393, loss: 2.4393, grad_norm: 5.8643 2020-07-28 01:01:33,409 - mmaction - INFO - Epoch [152][1640/3757] lr: 6.269e-03, eta: 18:41:44, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4375, top5_acc: 0.6805, loss_cls: 2.4607, loss: 2.4607, grad_norm: 6.0013 2020-07-28 01:01:44,860 - mmaction - INFO - Epoch [152][1660/3757] lr: 6.269e-03, eta: 18:41:31, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4688, top5_acc: 0.7023, loss_cls: 2.3985, loss: 2.3985, grad_norm: 5.9059 2020-07-28 01:01:56,288 - mmaction - INFO - Epoch [152][1680/3757] lr: 6.269e-03, eta: 18:41:18, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4773, top5_acc: 0.7227, loss_cls: 2.2905, loss: 2.2905, grad_norm: 5.7178 2020-07-28 01:02:07,761 - mmaction - INFO - Epoch [152][1700/3757] lr: 6.269e-03, eta: 18:41:05, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4695, top5_acc: 0.7094, loss_cls: 2.3475, loss: 2.3475, grad_norm: 5.8383 2020-07-28 01:02:19,219 - mmaction - INFO - Epoch [152][1720/3757] lr: 6.269e-03, eta: 18:40:53, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4648, top5_acc: 0.6992, loss_cls: 2.4024, loss: 2.4024, grad_norm: 5.8231 2020-07-28 01:02:30,695 - mmaction - INFO - Epoch [152][1740/3757] lr: 6.269e-03, eta: 18:40:40, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4648, top5_acc: 0.6914, loss_cls: 2.4237, loss: 2.4237, grad_norm: 5.9626 2020-07-28 01:02:42,168 - mmaction - INFO - Epoch [152][1760/3757] lr: 6.269e-03, eta: 18:40:27, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4719, top5_acc: 0.7117, loss_cls: 2.3434, loss: 2.3434, grad_norm: 5.7837 2020-07-28 01:02:53,607 - mmaction - INFO - Epoch [152][1780/3757] lr: 6.269e-03, eta: 18:40:14, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.4727, top5_acc: 0.7063, loss_cls: 2.3154, loss: 2.3154, grad_norm: 5.7765 2020-07-28 01:03:05,052 - mmaction - INFO - Epoch [152][1800/3757] lr: 6.269e-03, eta: 18:40:01, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4758, top5_acc: 0.7031, loss_cls: 2.3560, loss: 2.3560, grad_norm: 5.7219 2020-07-28 01:03:16,536 - mmaction - INFO - Epoch [152][1820/3757] lr: 6.269e-03, eta: 18:39:49, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4656, top5_acc: 0.7055, loss_cls: 2.3503, loss: 2.3503, grad_norm: 5.9207 2020-07-28 01:03:27,860 - mmaction - INFO - Epoch [152][1840/3757] lr: 6.269e-03, eta: 18:39:36, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4445, top5_acc: 0.6969, loss_cls: 2.4464, loss: 2.4464, grad_norm: 6.0119 2020-07-28 01:03:39,322 - mmaction - INFO - Epoch [152][1860/3757] lr: 6.269e-03, eta: 18:39:23, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4609, top5_acc: 0.7156, loss_cls: 2.3549, loss: 2.3549, grad_norm: 5.7742 2020-07-28 01:03:54,695 - mmaction - INFO - Epoch [152][1880/3757] lr: 6.269e-03, eta: 18:39:11, time: 0.769, data_time: 0.144, memory: 5232, top1_acc: 0.4633, top5_acc: 0.6922, loss_cls: 2.4155, loss: 2.4155, grad_norm: 5.8519 2020-07-28 01:04:10,845 - mmaction - INFO - Epoch [152][1900/3757] lr: 6.269e-03, eta: 18:38:59, time: 0.808, data_time: 0.245, memory: 5232, top1_acc: 0.4664, top5_acc: 0.6797, loss_cls: 2.4256, loss: 2.4256, grad_norm: 6.0264 2020-07-28 01:04:26,289 - mmaction - INFO - Epoch [152][1920/3757] lr: 6.269e-03, eta: 18:38:48, time: 0.772, data_time: 0.139, memory: 5232, top1_acc: 0.4586, top5_acc: 0.7000, loss_cls: 2.3391, loss: 2.3391, grad_norm: 5.7522 2020-07-28 01:04:42,496 - mmaction - INFO - Epoch [152][1940/3757] lr: 6.269e-03, eta: 18:38:36, time: 0.810, data_time: 0.245, memory: 5232, top1_acc: 0.4719, top5_acc: 0.7023, loss_cls: 2.3606, loss: 2.3606, grad_norm: 5.5388 2020-07-28 01:04:53,941 - mmaction - INFO - Epoch [152][1960/3757] lr: 6.269e-03, eta: 18:38:23, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4492, top5_acc: 0.6813, loss_cls: 2.5217, loss: 2.5217, grad_norm: 5.9584 2020-07-28 01:05:05,355 - mmaction - INFO - Epoch [152][1980/3757] lr: 6.269e-03, eta: 18:38:10, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4734, top5_acc: 0.7008, loss_cls: 2.3771, loss: 2.3771, grad_norm: 5.9496 2020-07-28 01:05:17,200 - mmaction - INFO - Epoch [152][2000/3757] lr: 6.269e-03, eta: 18:37:58, time: 0.592, data_time: 0.026, memory: 5232, top1_acc: 0.4719, top5_acc: 0.7063, loss_cls: 2.3142, loss: 2.3142, grad_norm: 5.5901 2020-07-28 01:05:28,900 - mmaction - INFO - Epoch [152][2020/3757] lr: 6.269e-03, eta: 18:37:45, time: 0.585, data_time: 0.017, memory: 5232, top1_acc: 0.4664, top5_acc: 0.6953, loss_cls: 2.4180, loss: 2.4180, grad_norm: 5.8869 2020-07-28 01:05:40,752 - mmaction - INFO - Epoch [152][2040/3757] lr: 6.269e-03, eta: 18:37:32, time: 0.592, data_time: 0.025, memory: 5232, top1_acc: 0.4750, top5_acc: 0.7039, loss_cls: 2.3308, loss: 2.3308, grad_norm: 5.8268 2020-07-28 01:05:52,573 - mmaction - INFO - Epoch [152][2060/3757] lr: 6.269e-03, eta: 18:37:19, time: 0.591, data_time: 0.019, memory: 5232, top1_acc: 0.4703, top5_acc: 0.7086, loss_cls: 2.3316, loss: 2.3316, grad_norm: 5.9270 2020-07-28 01:06:04,480 - mmaction - INFO - Epoch [152][2080/3757] lr: 6.269e-03, eta: 18:37:07, time: 0.595, data_time: 0.024, memory: 5232, top1_acc: 0.4547, top5_acc: 0.6953, loss_cls: 2.4393, loss: 2.4393, grad_norm: 6.0525 2020-07-28 01:06:15,831 - mmaction - INFO - Epoch [152][2100/3757] lr: 6.269e-03, eta: 18:36:54, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.4773, top5_acc: 0.6977, loss_cls: 2.4121, loss: 2.4121, grad_norm: 5.8135 2020-07-28 01:06:27,349 - mmaction - INFO - Epoch [152][2120/3757] lr: 6.269e-03, eta: 18:36:41, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4648, top5_acc: 0.7023, loss_cls: 2.3884, loss: 2.3884, grad_norm: 5.8921 2020-07-28 01:06:38,783 - mmaction - INFO - Epoch [152][2140/3757] lr: 6.269e-03, eta: 18:36:28, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4742, top5_acc: 0.7086, loss_cls: 2.3598, loss: 2.3598, grad_norm: 5.7231 2020-07-28 01:06:50,397 - mmaction - INFO - Epoch [152][2160/3757] lr: 6.269e-03, eta: 18:36:16, time: 0.581, data_time: 0.003, memory: 5232, top1_acc: 0.4688, top5_acc: 0.7063, loss_cls: 2.3316, loss: 2.3316, grad_norm: 5.7036 2020-07-28 01:07:01,857 - mmaction - INFO - Epoch [152][2180/3757] lr: 6.269e-03, eta: 18:36:03, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4578, top5_acc: 0.6797, loss_cls: 2.4566, loss: 2.4566, grad_norm: 5.9355 2020-07-28 01:07:13,310 - mmaction - INFO - Epoch [152][2200/3757] lr: 6.269e-03, eta: 18:35:50, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4633, top5_acc: 0.6891, loss_cls: 2.3871, loss: 2.3871, grad_norm: 5.8567 2020-07-28 01:07:24,765 - mmaction - INFO - Epoch [152][2220/3757] lr: 6.269e-03, eta: 18:35:37, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4313, top5_acc: 0.6680, loss_cls: 2.5215, loss: 2.5215, grad_norm: 5.7788 2020-07-28 01:07:36,171 - mmaction - INFO - Epoch [152][2240/3757] lr: 6.269e-03, eta: 18:35:24, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4633, top5_acc: 0.7023, loss_cls: 2.3964, loss: 2.3964, grad_norm: 5.6620 2020-07-28 01:07:47,537 - mmaction - INFO - Epoch [152][2260/3757] lr: 6.269e-03, eta: 18:35:11, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.4445, top5_acc: 0.6875, loss_cls: 2.4321, loss: 2.4321, grad_norm: 5.7895 2020-07-28 01:07:58,972 - mmaction - INFO - Epoch [152][2280/3757] lr: 6.269e-03, eta: 18:34:59, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4437, top5_acc: 0.6891, loss_cls: 2.4701, loss: 2.4701, grad_norm: 5.9723 2020-07-28 01:08:10,380 - mmaction - INFO - Epoch [152][2300/3757] lr: 6.269e-03, eta: 18:34:46, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4734, top5_acc: 0.7039, loss_cls: 2.3403, loss: 2.3403, grad_norm: 5.7529 2020-07-28 01:08:22,348 - mmaction - INFO - Epoch [152][2320/3757] lr: 6.269e-03, eta: 18:34:33, time: 0.599, data_time: 0.036, memory: 5232, top1_acc: 0.4688, top5_acc: 0.7039, loss_cls: 2.3641, loss: 2.3641, grad_norm: 5.7346 2020-07-28 01:08:33,874 - mmaction - INFO - Epoch [152][2340/3757] lr: 6.269e-03, eta: 18:34:20, time: 0.576, data_time: 0.006, memory: 5232, top1_acc: 0.4641, top5_acc: 0.6992, loss_cls: 2.3681, loss: 2.3681, grad_norm: 5.9998 2020-07-28 01:08:45,328 - mmaction - INFO - Epoch [152][2360/3757] lr: 6.269e-03, eta: 18:34:08, time: 0.573, data_time: 0.010, memory: 5232, top1_acc: 0.4484, top5_acc: 0.6945, loss_cls: 2.4266, loss: 2.4266, grad_norm: 5.8091 2020-07-28 01:08:56,813 - mmaction - INFO - Epoch [152][2380/3757] lr: 6.269e-03, eta: 18:33:55, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4805, top5_acc: 0.7039, loss_cls: 2.3814, loss: 2.3814, grad_norm: 5.6298 2020-07-28 01:09:08,240 - mmaction - INFO - Epoch [152][2400/3757] lr: 6.269e-03, eta: 18:33:42, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.4594, top5_acc: 0.6922, loss_cls: 2.4180, loss: 2.4180, grad_norm: 5.8548 2020-07-28 01:09:19,714 - mmaction - INFO - Epoch [152][2420/3757] lr: 6.269e-03, eta: 18:33:29, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4953, top5_acc: 0.7125, loss_cls: 2.2627, loss: 2.2627, grad_norm: 5.6155 2020-07-28 01:09:31,153 - mmaction - INFO - Epoch [152][2440/3757] lr: 6.269e-03, eta: 18:33:16, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4617, top5_acc: 0.6937, loss_cls: 2.3941, loss: 2.3941, grad_norm: 5.8004 2020-07-28 01:09:42,583 - mmaction - INFO - Epoch [152][2460/3757] lr: 6.269e-03, eta: 18:33:03, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4562, top5_acc: 0.6875, loss_cls: 2.4283, loss: 2.4283, grad_norm: 5.8811 2020-07-28 01:09:54,601 - mmaction - INFO - Epoch [152][2480/3757] lr: 6.269e-03, eta: 18:32:51, time: 0.601, data_time: 0.033, memory: 5232, top1_acc: 0.4680, top5_acc: 0.6977, loss_cls: 2.4135, loss: 2.4135, grad_norm: 5.8004 2020-07-28 01:10:06,126 - mmaction - INFO - Epoch [152][2500/3757] lr: 6.269e-03, eta: 18:32:38, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4711, top5_acc: 0.7016, loss_cls: 2.3307, loss: 2.3307, grad_norm: 5.6245 2020-07-28 01:10:17,582 - mmaction - INFO - Epoch [152][2520/3757] lr: 6.269e-03, eta: 18:32:25, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4516, top5_acc: 0.6992, loss_cls: 2.3950, loss: 2.3950, grad_norm: 5.7920 2020-07-28 01:10:29,247 - mmaction - INFO - Epoch [152][2540/3757] lr: 6.269e-03, eta: 18:32:12, time: 0.583, data_time: 0.018, memory: 5232, top1_acc: 0.4625, top5_acc: 0.7016, loss_cls: 2.3800, loss: 2.3800, grad_norm: 5.6697 2020-07-28 01:10:40,689 - mmaction - INFO - Epoch [152][2560/3757] lr: 6.269e-03, eta: 18:32:00, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4484, top5_acc: 0.6898, loss_cls: 2.4636, loss: 2.4636, grad_norm: 5.8709 2020-07-28 01:10:52,035 - mmaction - INFO - Epoch [152][2580/3757] lr: 6.269e-03, eta: 18:31:47, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4516, top5_acc: 0.6852, loss_cls: 2.4497, loss: 2.4497, grad_norm: 5.8518 2020-07-28 01:11:03,487 - mmaction - INFO - Epoch [152][2600/3757] lr: 6.269e-03, eta: 18:31:34, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4562, top5_acc: 0.7078, loss_cls: 2.4050, loss: 2.4050, grad_norm: 5.8558 2020-07-28 01:11:14,988 - mmaction - INFO - Epoch [152][2620/3757] lr: 6.269e-03, eta: 18:31:21, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4555, top5_acc: 0.7141, loss_cls: 2.3684, loss: 2.3684, grad_norm: 5.8125 2020-07-28 01:11:26,404 - mmaction - INFO - Epoch [152][2640/3757] lr: 6.269e-03, eta: 18:31:08, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4344, top5_acc: 0.6719, loss_cls: 2.5012, loss: 2.5012, grad_norm: 5.9623 2020-07-28 01:11:37,865 - mmaction - INFO - Epoch [152][2660/3757] lr: 6.269e-03, eta: 18:30:56, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4852, top5_acc: 0.7188, loss_cls: 2.2483, loss: 2.2483, grad_norm: 5.4841 2020-07-28 01:11:49,869 - mmaction - INFO - Epoch [152][2680/3757] lr: 6.269e-03, eta: 18:30:43, time: 0.600, data_time: 0.036, memory: 5232, top1_acc: 0.4703, top5_acc: 0.6945, loss_cls: 2.3985, loss: 2.3985, grad_norm: 5.7651 2020-07-28 01:12:01,197 - mmaction - INFO - Epoch [152][2700/3757] lr: 6.269e-03, eta: 18:30:30, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4773, top5_acc: 0.7063, loss_cls: 2.3156, loss: 2.3156, grad_norm: 5.7925 2020-07-28 01:12:12,675 - mmaction - INFO - Epoch [152][2720/3757] lr: 6.269e-03, eta: 18:30:17, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4820, top5_acc: 0.7234, loss_cls: 2.2748, loss: 2.2748, grad_norm: 5.7648 2020-07-28 01:12:24,098 - mmaction - INFO - Epoch [152][2740/3757] lr: 6.269e-03, eta: 18:30:04, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4500, top5_acc: 0.6969, loss_cls: 2.3826, loss: 2.3826, grad_norm: 5.8371 2020-07-28 01:12:35,557 - mmaction - INFO - Epoch [152][2760/3757] lr: 6.269e-03, eta: 18:29:52, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4617, top5_acc: 0.6984, loss_cls: 2.3839, loss: 2.3839, grad_norm: 5.8751 2020-07-28 01:12:46,961 - mmaction - INFO - Epoch [152][2780/3757] lr: 6.269e-03, eta: 18:29:39, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4828, top5_acc: 0.7094, loss_cls: 2.2657, loss: 2.2657, grad_norm: 5.6675 2020-07-28 01:12:58,418 - mmaction - INFO - Epoch [152][2800/3757] lr: 6.269e-03, eta: 18:29:26, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4570, top5_acc: 0.7078, loss_cls: 2.3494, loss: 2.3494, grad_norm: 5.9385 2020-07-28 01:13:09,941 - mmaction - INFO - Epoch [152][2820/3757] lr: 6.269e-03, eta: 18:29:13, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4758, top5_acc: 0.7008, loss_cls: 2.3693, loss: 2.3693, grad_norm: 6.0024 2020-07-28 01:13:21,529 - mmaction - INFO - Epoch [152][2840/3757] lr: 6.269e-03, eta: 18:29:00, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.4734, top5_acc: 0.7070, loss_cls: 2.3396, loss: 2.3396, grad_norm: 5.8469 2020-07-28 01:13:32,847 - mmaction - INFO - Epoch [152][2860/3757] lr: 6.269e-03, eta: 18:28:48, time: 0.566, data_time: 0.001, memory: 5232, top1_acc: 0.4672, top5_acc: 0.7109, loss_cls: 2.3545, loss: 2.3545, grad_norm: 5.8575 2020-07-28 01:13:44,275 - mmaction - INFO - Epoch [152][2880/3757] lr: 6.269e-03, eta: 18:28:35, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4477, top5_acc: 0.7078, loss_cls: 2.3948, loss: 2.3948, grad_norm: 5.8116 2020-07-28 01:13:55,650 - mmaction - INFO - Epoch [152][2900/3757] lr: 6.269e-03, eta: 18:28:22, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4516, top5_acc: 0.6672, loss_cls: 2.4742, loss: 2.4742, grad_norm: 5.8861 2020-07-28 01:14:07,160 - mmaction - INFO - Epoch [152][2920/3757] lr: 6.269e-03, eta: 18:28:09, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4719, top5_acc: 0.7188, loss_cls: 2.2771, loss: 2.2771, grad_norm: 5.6307 2020-07-28 01:14:18,670 - mmaction - INFO - Epoch [152][2940/3757] lr: 6.269e-03, eta: 18:27:56, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4797, top5_acc: 0.7000, loss_cls: 2.3032, loss: 2.3032, grad_norm: 5.6298 2020-07-28 01:14:30,117 - mmaction - INFO - Epoch [152][2960/3757] lr: 6.269e-03, eta: 18:27:44, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.4594, top5_acc: 0.6977, loss_cls: 2.3296, loss: 2.3296, grad_norm: 5.8277 2020-07-28 01:14:41,542 - mmaction - INFO - Epoch [152][2980/3757] lr: 6.269e-03, eta: 18:27:31, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4359, top5_acc: 0.6781, loss_cls: 2.5205, loss: 2.5205, grad_norm: 6.0060 2020-07-28 01:14:53,131 - mmaction - INFO - Epoch [152][3000/3757] lr: 6.269e-03, eta: 18:27:18, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.4695, top5_acc: 0.7078, loss_cls: 2.3375, loss: 2.3375, grad_norm: 5.7262 2020-07-28 01:15:04,508 - mmaction - INFO - Epoch [152][3020/3757] lr: 6.269e-03, eta: 18:27:05, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4789, top5_acc: 0.6984, loss_cls: 2.3650, loss: 2.3650, grad_norm: 5.7868 2020-07-28 01:15:15,844 - mmaction - INFO - Epoch [152][3040/3757] lr: 6.269e-03, eta: 18:26:52, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4711, top5_acc: 0.7102, loss_cls: 2.3431, loss: 2.3431, grad_norm: 5.7262 2020-07-28 01:15:27,224 - mmaction - INFO - Epoch [152][3060/3757] lr: 6.269e-03, eta: 18:26:40, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4742, top5_acc: 0.7211, loss_cls: 2.2828, loss: 2.2828, grad_norm: 5.7738 2020-07-28 01:15:39,131 - mmaction - INFO - Epoch [152][3080/3757] lr: 6.269e-03, eta: 18:26:27, time: 0.595, data_time: 0.025, memory: 5232, top1_acc: 0.4672, top5_acc: 0.6930, loss_cls: 2.3986, loss: 2.3986, grad_norm: 5.8148 2020-07-28 01:15:50,801 - mmaction - INFO - Epoch [152][3100/3757] lr: 6.269e-03, eta: 18:26:14, time: 0.584, data_time: 0.016, memory: 5232, top1_acc: 0.4547, top5_acc: 0.6859, loss_cls: 2.4791, loss: 2.4791, grad_norm: 5.9365 2020-07-28 01:16:02,636 - mmaction - INFO - Epoch [152][3120/3757] lr: 6.269e-03, eta: 18:26:01, time: 0.592, data_time: 0.024, memory: 5232, top1_acc: 0.4562, top5_acc: 0.7031, loss_cls: 2.3879, loss: 2.3879, grad_norm: 5.9318 2020-07-28 01:16:14,388 - mmaction - INFO - Epoch [152][3140/3757] lr: 6.269e-03, eta: 18:25:49, time: 0.588, data_time: 0.016, memory: 5232, top1_acc: 0.4578, top5_acc: 0.6898, loss_cls: 2.4052, loss: 2.4052, grad_norm: 5.6358 2020-07-28 01:16:26,193 - mmaction - INFO - Epoch [152][3160/3757] lr: 6.269e-03, eta: 18:25:36, time: 0.590, data_time: 0.025, memory: 5232, top1_acc: 0.4641, top5_acc: 0.7000, loss_cls: 2.4078, loss: 2.4078, grad_norm: 5.9191 2020-07-28 01:16:37,606 - mmaction - INFO - Epoch [152][3180/3757] lr: 6.269e-03, eta: 18:25:23, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4703, top5_acc: 0.6891, loss_cls: 2.3850, loss: 2.3850, grad_norm: 5.8743 2020-07-28 01:16:49,561 - mmaction - INFO - Epoch [152][3200/3757] lr: 6.269e-03, eta: 18:25:10, time: 0.598, data_time: 0.032, memory: 5232, top1_acc: 0.4531, top5_acc: 0.6961, loss_cls: 2.4249, loss: 2.4249, grad_norm: 5.8996 2020-07-28 01:17:01,008 - mmaction - INFO - Epoch [152][3220/3757] lr: 6.269e-03, eta: 18:24:58, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4727, top5_acc: 0.6922, loss_cls: 2.3475, loss: 2.3475, grad_norm: 5.8661 2020-07-28 01:17:12,367 - mmaction - INFO - Epoch [152][3240/3757] lr: 6.269e-03, eta: 18:24:45, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4523, top5_acc: 0.6750, loss_cls: 2.4972, loss: 2.4972, grad_norm: 6.0733 2020-07-28 01:17:31,985 - mmaction - INFO - Epoch [152][3260/3757] lr: 6.269e-03, eta: 18:24:34, time: 0.981, data_time: 0.166, memory: 5232, top1_acc: 0.4437, top5_acc: 0.7133, loss_cls: 2.4189, loss: 2.4189, grad_norm: 5.8731 2020-07-28 01:17:43,442 - mmaction - INFO - Epoch [152][3280/3757] lr: 6.269e-03, eta: 18:24:21, time: 0.573, data_time: 0.006, memory: 5232, top1_acc: 0.4516, top5_acc: 0.6961, loss_cls: 2.4080, loss: 2.4080, grad_norm: 5.9918 2020-07-28 01:17:55,188 - mmaction - INFO - Epoch [152][3300/3757] lr: 6.269e-03, eta: 18:24:08, time: 0.588, data_time: 0.014, memory: 5232, top1_acc: 0.4516, top5_acc: 0.6914, loss_cls: 2.4392, loss: 2.4392, grad_norm: 6.0214 2020-07-28 01:18:07,060 - mmaction - INFO - Epoch [152][3320/3757] lr: 6.269e-03, eta: 18:23:56, time: 0.593, data_time: 0.025, memory: 5232, top1_acc: 0.4609, top5_acc: 0.6883, loss_cls: 2.4076, loss: 2.4076, grad_norm: 5.6662 2020-07-28 01:18:18,819 - mmaction - INFO - Epoch [152][3340/3757] lr: 6.269e-03, eta: 18:23:43, time: 0.588, data_time: 0.017, memory: 5232, top1_acc: 0.4516, top5_acc: 0.6813, loss_cls: 2.5054, loss: 2.5054, grad_norm: 5.7841 2020-07-28 01:18:30,652 - mmaction - INFO - Epoch [152][3360/3757] lr: 6.269e-03, eta: 18:23:30, time: 0.591, data_time: 0.025, memory: 5232, top1_acc: 0.4820, top5_acc: 0.7102, loss_cls: 2.3203, loss: 2.3203, grad_norm: 5.8255 2020-07-28 01:18:42,369 - mmaction - INFO - Epoch [152][3380/3757] lr: 6.269e-03, eta: 18:23:18, time: 0.586, data_time: 0.016, memory: 5232, top1_acc: 0.4766, top5_acc: 0.7102, loss_cls: 2.3482, loss: 2.3482, grad_norm: 5.8425 2020-07-28 01:18:53,779 - mmaction - INFO - Epoch [152][3400/3757] lr: 6.269e-03, eta: 18:23:05, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4883, top5_acc: 0.7047, loss_cls: 2.2987, loss: 2.2987, grad_norm: 5.8213 2020-07-28 01:19:05,167 - mmaction - INFO - Epoch [152][3420/3757] lr: 6.269e-03, eta: 18:22:52, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4414, top5_acc: 0.6758, loss_cls: 2.4925, loss: 2.4925, grad_norm: 6.0812 2020-07-28 01:19:16,598 - mmaction - INFO - Epoch [152][3440/3757] lr: 6.269e-03, eta: 18:22:39, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4531, top5_acc: 0.7016, loss_cls: 2.4145, loss: 2.4145, grad_norm: 5.8600 2020-07-28 01:19:28,064 - mmaction - INFO - Epoch [152][3460/3757] lr: 6.269e-03, eta: 18:22:26, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4805, top5_acc: 0.7094, loss_cls: 2.3141, loss: 2.3141, grad_norm: 5.7025 2020-07-28 01:19:39,563 - mmaction - INFO - Epoch [152][3480/3757] lr: 6.269e-03, eta: 18:22:14, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4633, top5_acc: 0.6797, loss_cls: 2.4309, loss: 2.4309, grad_norm: 5.8038 2020-07-28 01:19:51,025 - mmaction - INFO - Epoch [152][3500/3757] lr: 6.269e-03, eta: 18:22:01, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4602, top5_acc: 0.6969, loss_cls: 2.4209, loss: 2.4209, grad_norm: 5.8339 2020-07-28 01:20:02,774 - mmaction - INFO - Epoch [152][3520/3757] lr: 6.269e-03, eta: 18:21:48, time: 0.587, data_time: 0.003, memory: 5232, top1_acc: 0.4344, top5_acc: 0.6906, loss_cls: 2.4546, loss: 2.4546, grad_norm: 5.9365 2020-07-28 01:20:14,141 - mmaction - INFO - Epoch [152][3540/3757] lr: 6.269e-03, eta: 18:21:35, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.4703, top5_acc: 0.7242, loss_cls: 2.2957, loss: 2.2957, grad_norm: 5.7466 2020-07-28 01:20:25,580 - mmaction - INFO - Epoch [152][3560/3757] lr: 6.269e-03, eta: 18:21:22, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4539, top5_acc: 0.6844, loss_cls: 2.4583, loss: 2.4583, grad_norm: 5.9625 2020-07-28 01:20:37,011 - mmaction - INFO - Epoch [152][3580/3757] lr: 6.269e-03, eta: 18:21:10, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.4867, top5_acc: 0.7172, loss_cls: 2.2758, loss: 2.2758, grad_norm: 5.7484 2020-07-28 01:20:48,516 - mmaction - INFO - Epoch [152][3600/3757] lr: 6.269e-03, eta: 18:20:57, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4625, top5_acc: 0.7047, loss_cls: 2.3707, loss: 2.3707, grad_norm: 5.8199 2020-07-28 01:20:59,897 - mmaction - INFO - Epoch [152][3620/3757] lr: 6.269e-03, eta: 18:20:44, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.4500, top5_acc: 0.6773, loss_cls: 2.4558, loss: 2.4558, grad_norm: 6.0409 2020-07-28 01:21:11,331 - mmaction - INFO - Epoch [152][3640/3757] lr: 6.269e-03, eta: 18:20:31, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4539, top5_acc: 0.6852, loss_cls: 2.4150, loss: 2.4150, grad_norm: 5.8155 2020-07-28 01:21:22,794 - mmaction - INFO - Epoch [152][3660/3757] lr: 6.269e-03, eta: 18:20:18, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4617, top5_acc: 0.7031, loss_cls: 2.3757, loss: 2.3757, grad_norm: 5.7994 2020-07-28 01:21:34,314 - mmaction - INFO - Epoch [152][3680/3757] lr: 6.269e-03, eta: 18:20:06, time: 0.576, data_time: 0.006, memory: 5232, top1_acc: 0.4531, top5_acc: 0.6961, loss_cls: 2.3809, loss: 2.3809, grad_norm: 5.7772 2020-07-28 01:21:45,746 - mmaction - INFO - Epoch [152][3700/3757] lr: 6.269e-03, eta: 18:19:53, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4406, top5_acc: 0.7008, loss_cls: 2.3936, loss: 2.3936, grad_norm: 5.8715 2020-07-28 01:21:57,094 - mmaction - INFO - Epoch [152][3720/3757] lr: 6.269e-03, eta: 18:19:40, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4586, top5_acc: 0.7063, loss_cls: 2.3700, loss: 2.3700, grad_norm: 5.7374 2020-07-28 01:22:08,496 - mmaction - INFO - Epoch [152][3740/3757] lr: 6.269e-03, eta: 18:19:27, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.4523, top5_acc: 0.7156, loss_cls: 2.3246, loss: 2.3246, grad_norm: 5.9768 2020-07-28 01:29:55,030 - mmaction - INFO - Epoch [153][20/3757] lr: 5.853e-03, eta: 18:20:42, time: 21.622, data_time: 20.837, memory: 5232, top1_acc: 0.4781, top5_acc: 0.7039, loss_cls: 2.3476, loss: 2.3476, grad_norm: 5.6457 2020-07-28 01:30:06,391 - mmaction - INFO - Epoch [153][40/3757] lr: 5.853e-03, eta: 18:20:29, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.4977, top5_acc: 0.7297, loss_cls: 2.2573, loss: 2.2573, grad_norm: 5.5784 2020-07-28 01:30:17,818 - mmaction - INFO - Epoch [153][60/3757] lr: 5.853e-03, eta: 18:20:16, time: 0.571, data_time: 0.001, memory: 5232, top1_acc: 0.4609, top5_acc: 0.6922, loss_cls: 2.4209, loss: 2.4209, grad_norm: 5.6663 2020-07-28 01:30:29,101 - mmaction - INFO - Epoch [153][80/3757] lr: 5.853e-03, eta: 18:20:03, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.4859, top5_acc: 0.7258, loss_cls: 2.2851, loss: 2.2851, grad_norm: 5.6773 2020-07-28 01:30:40,516 - mmaction - INFO - Epoch [153][100/3757] lr: 5.853e-03, eta: 18:19:51, time: 0.571, data_time: 0.006, memory: 5232, top1_acc: 0.4820, top5_acc: 0.7078, loss_cls: 2.3178, loss: 2.3178, grad_norm: 5.6511 2020-07-28 01:30:51,773 - mmaction - INFO - Epoch [153][120/3757] lr: 5.853e-03, eta: 18:19:38, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.4789, top5_acc: 0.6898, loss_cls: 2.3840, loss: 2.3840, grad_norm: 5.8028 2020-07-28 01:31:03,219 - mmaction - INFO - Epoch [153][140/3757] lr: 5.853e-03, eta: 18:19:25, time: 0.572, data_time: 0.005, memory: 5232, top1_acc: 0.4500, top5_acc: 0.6953, loss_cls: 2.4646, loss: 2.4646, grad_norm: 5.8924 2020-07-28 01:31:14,575 - mmaction - INFO - Epoch [153][160/3757] lr: 5.853e-03, eta: 18:19:12, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4711, top5_acc: 0.7156, loss_cls: 2.2788, loss: 2.2788, grad_norm: 5.6786 2020-07-28 01:31:25,907 - mmaction - INFO - Epoch [153][180/3757] lr: 5.853e-03, eta: 18:18:59, time: 0.566, data_time: 0.004, memory: 5232, top1_acc: 0.4555, top5_acc: 0.6898, loss_cls: 2.4075, loss: 2.4075, grad_norm: 5.8271 2020-07-28 01:31:37,284 - mmaction - INFO - Epoch [153][200/3757] lr: 5.853e-03, eta: 18:18:46, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4688, top5_acc: 0.7016, loss_cls: 2.3779, loss: 2.3779, grad_norm: 5.9076 2020-07-28 01:31:56,313 - mmaction - INFO - Epoch [153][220/3757] lr: 5.853e-03, eta: 18:18:35, time: 0.951, data_time: 0.308, memory: 5232, top1_acc: 0.4688, top5_acc: 0.7039, loss_cls: 2.3046, loss: 2.3046, grad_norm: 5.8685 2020-07-28 01:32:14,035 - mmaction - INFO - Epoch [153][240/3757] lr: 5.853e-03, eta: 18:18:24, time: 0.886, data_time: 0.003, memory: 5232, top1_acc: 0.4617, top5_acc: 0.7023, loss_cls: 2.3772, loss: 2.3772, grad_norm: 5.8022 2020-07-28 01:32:26,811 - mmaction - INFO - Epoch [153][260/3757] lr: 5.853e-03, eta: 18:18:11, time: 0.639, data_time: 0.003, memory: 5232, top1_acc: 0.4609, top5_acc: 0.7055, loss_cls: 2.3687, loss: 2.3687, grad_norm: 5.8236 2020-07-28 01:32:46,364 - mmaction - INFO - Epoch [153][280/3757] lr: 5.853e-03, eta: 18:18:01, time: 0.977, data_time: 0.003, memory: 5232, top1_acc: 0.4883, top5_acc: 0.7109, loss_cls: 2.2428, loss: 2.2428, grad_norm: 5.6900 2020-07-28 01:33:04,471 - mmaction - INFO - Epoch [153][300/3757] lr: 5.853e-03, eta: 18:17:49, time: 0.905, data_time: 0.261, memory: 5232, top1_acc: 0.4813, top5_acc: 0.7125, loss_cls: 2.3369, loss: 2.3369, grad_norm: 5.7241 2020-07-28 01:33:17,925 - mmaction - INFO - Epoch [153][320/3757] lr: 5.853e-03, eta: 18:17:37, time: 0.673, data_time: 0.004, memory: 5232, top1_acc: 0.4469, top5_acc: 0.6813, loss_cls: 2.4299, loss: 2.4299, grad_norm: 5.8641 2020-07-28 01:33:31,797 - mmaction - INFO - Epoch [153][340/3757] lr: 5.853e-03, eta: 18:17:25, time: 0.693, data_time: 0.003, memory: 5232, top1_acc: 0.4547, top5_acc: 0.7055, loss_cls: 2.3672, loss: 2.3672, grad_norm: 5.8719 2020-07-28 01:33:44,284 - mmaction - INFO - Epoch [153][360/3757] lr: 5.853e-03, eta: 18:17:12, time: 0.625, data_time: 0.003, memory: 5232, top1_acc: 0.4805, top5_acc: 0.7000, loss_cls: 2.2816, loss: 2.2816, grad_norm: 5.6956 2020-07-28 01:33:56,920 - mmaction - INFO - Epoch [153][380/3757] lr: 5.853e-03, eta: 18:17:00, time: 0.632, data_time: 0.003, memory: 5232, top1_acc: 0.4617, top5_acc: 0.6930, loss_cls: 2.3802, loss: 2.3802, grad_norm: 5.8171 2020-07-28 01:34:08,329 - mmaction - INFO - Epoch [153][400/3757] lr: 5.853e-03, eta: 18:16:47, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4461, top5_acc: 0.6891, loss_cls: 2.4651, loss: 2.4651, grad_norm: 5.8994 2020-07-28 01:34:20,909 - mmaction - INFO - Epoch [153][420/3757] lr: 5.853e-03, eta: 18:16:34, time: 0.629, data_time: 0.065, memory: 5232, top1_acc: 0.4664, top5_acc: 0.7023, loss_cls: 2.3274, loss: 2.3274, grad_norm: 5.7975 2020-07-28 01:34:33,386 - mmaction - INFO - Epoch [153][440/3757] lr: 5.853e-03, eta: 18:16:22, time: 0.624, data_time: 0.003, memory: 5232, top1_acc: 0.4766, top5_acc: 0.7203, loss_cls: 2.3093, loss: 2.3093, grad_norm: 5.8723 2020-07-28 01:34:46,323 - mmaction - INFO - Epoch [153][460/3757] lr: 5.853e-03, eta: 18:16:09, time: 0.647, data_time: 0.075, memory: 5232, top1_acc: 0.4547, top5_acc: 0.6992, loss_cls: 2.3617, loss: 2.3617, grad_norm: 5.8239 2020-07-28 01:34:59,223 - mmaction - INFO - Epoch [153][480/3757] lr: 5.853e-03, eta: 18:15:57, time: 0.645, data_time: 0.075, memory: 5232, top1_acc: 0.4742, top5_acc: 0.7000, loss_cls: 2.3682, loss: 2.3682, grad_norm: 5.7098 2020-07-28 01:35:10,650 - mmaction - INFO - Epoch [153][500/3757] lr: 5.853e-03, eta: 18:15:44, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4977, top5_acc: 0.7258, loss_cls: 2.2813, loss: 2.2813, grad_norm: 5.6752 2020-07-28 01:35:30,018 - mmaction - INFO - Epoch [153][520/3757] lr: 5.853e-03, eta: 18:15:33, time: 0.969, data_time: 0.260, memory: 5232, top1_acc: 0.4477, top5_acc: 0.7016, loss_cls: 2.3278, loss: 2.3278, grad_norm: 5.7275 2020-07-28 01:35:43,181 - mmaction - INFO - Epoch [153][540/3757] lr: 5.853e-03, eta: 18:15:21, time: 0.658, data_time: 0.003, memory: 5232, top1_acc: 0.4711, top5_acc: 0.6992, loss_cls: 2.2735, loss: 2.2735, grad_norm: 5.7931 2020-07-28 01:35:54,496 - mmaction - INFO - Epoch [153][560/3757] lr: 5.853e-03, eta: 18:15:08, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4633, top5_acc: 0.6805, loss_cls: 2.4331, loss: 2.4331, grad_norm: 5.9362 2020-07-28 01:36:07,691 - mmaction - INFO - Epoch [153][580/3757] lr: 5.853e-03, eta: 18:14:55, time: 0.659, data_time: 0.003, memory: 5232, top1_acc: 0.4844, top5_acc: 0.6984, loss_cls: 2.3014, loss: 2.3014, grad_norm: 5.7902 2020-07-28 01:36:20,360 - mmaction - INFO - Epoch [153][600/3757] lr: 5.853e-03, eta: 18:14:43, time: 0.634, data_time: 0.003, memory: 5232, top1_acc: 0.4602, top5_acc: 0.6867, loss_cls: 2.4130, loss: 2.4130, grad_norm: 5.9941 2020-07-28 01:36:31,755 - mmaction - INFO - Epoch [153][620/3757] lr: 5.853e-03, eta: 18:14:30, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4992, top5_acc: 0.7250, loss_cls: 2.2823, loss: 2.2823, grad_norm: 5.7398 2020-07-28 01:36:43,112 - mmaction - INFO - Epoch [153][640/3757] lr: 5.853e-03, eta: 18:14:17, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4766, top5_acc: 0.7195, loss_cls: 2.2693, loss: 2.2693, grad_norm: 5.7835 2020-07-28 01:36:58,011 - mmaction - INFO - Epoch [153][660/3757] lr: 5.853e-03, eta: 18:14:05, time: 0.745, data_time: 0.003, memory: 5232, top1_acc: 0.4367, top5_acc: 0.6891, loss_cls: 2.4449, loss: 2.4449, grad_norm: 6.1011 2020-07-28 01:37:10,946 - mmaction - INFO - Epoch [153][680/3757] lr: 5.853e-03, eta: 18:13:53, time: 0.646, data_time: 0.003, memory: 5232, top1_acc: 0.4719, top5_acc: 0.7023, loss_cls: 2.3123, loss: 2.3123, grad_norm: 5.8170 2020-07-28 01:37:23,928 - mmaction - INFO - Epoch [153][700/3757] lr: 5.853e-03, eta: 18:13:40, time: 0.649, data_time: 0.028, memory: 5232, top1_acc: 0.4789, top5_acc: 0.7055, loss_cls: 2.3303, loss: 2.3303, grad_norm: 5.8524 2020-07-28 01:37:40,369 - mmaction - INFO - Epoch [153][720/3757] lr: 5.853e-03, eta: 18:13:28, time: 0.821, data_time: 0.003, memory: 5232, top1_acc: 0.4742, top5_acc: 0.7133, loss_cls: 2.3542, loss: 2.3542, grad_norm: 5.9720 2020-07-28 01:37:51,847 - mmaction - INFO - Epoch [153][740/3757] lr: 5.853e-03, eta: 18:13:16, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4898, top5_acc: 0.7203, loss_cls: 2.2635, loss: 2.2635, grad_norm: 5.6642 2020-07-28 01:38:05,113 - mmaction - INFO - Epoch [153][760/3757] lr: 5.853e-03, eta: 18:13:03, time: 0.663, data_time: 0.003, memory: 5232, top1_acc: 0.4805, top5_acc: 0.7078, loss_cls: 2.3173, loss: 2.3173, grad_norm: 5.8650 2020-07-28 01:38:19,388 - mmaction - INFO - Epoch [153][780/3757] lr: 5.853e-03, eta: 18:12:51, time: 0.714, data_time: 0.003, memory: 5232, top1_acc: 0.4508, top5_acc: 0.6664, loss_cls: 2.5204, loss: 2.5204, grad_norm: 6.1674 2020-07-28 01:38:31,709 - mmaction - INFO - Epoch [153][800/3757] lr: 5.853e-03, eta: 18:12:38, time: 0.616, data_time: 0.003, memory: 5232, top1_acc: 0.4797, top5_acc: 0.7109, loss_cls: 2.3123, loss: 2.3123, grad_norm: 5.8864 2020-07-28 01:38:45,045 - mmaction - INFO - Epoch [153][820/3757] lr: 5.853e-03, eta: 18:12:26, time: 0.667, data_time: 0.002, memory: 5232, top1_acc: 0.4750, top5_acc: 0.6922, loss_cls: 2.3958, loss: 2.3958, grad_norm: 5.8547 2020-07-28 01:38:58,089 - mmaction - INFO - Epoch [153][840/3757] lr: 5.853e-03, eta: 18:12:14, time: 0.652, data_time: 0.003, memory: 5232, top1_acc: 0.4359, top5_acc: 0.6813, loss_cls: 2.4925, loss: 2.4925, grad_norm: 6.0418 2020-07-28 01:39:11,538 - mmaction - INFO - Epoch [153][860/3757] lr: 5.853e-03, eta: 18:12:01, time: 0.672, data_time: 0.011, memory: 5232, top1_acc: 0.4750, top5_acc: 0.7125, loss_cls: 2.2984, loss: 2.2984, grad_norm: 5.9331 2020-07-28 01:39:23,983 - mmaction - INFO - Epoch [153][880/3757] lr: 5.853e-03, eta: 18:11:49, time: 0.622, data_time: 0.003, memory: 5232, top1_acc: 0.4586, top5_acc: 0.7102, loss_cls: 2.4165, loss: 2.4165, grad_norm: 5.8689 2020-07-28 01:39:35,370 - mmaction - INFO - Epoch [153][900/3757] lr: 5.853e-03, eta: 18:11:36, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4781, top5_acc: 0.7156, loss_cls: 2.3013, loss: 2.3013, grad_norm: 5.8988 2020-07-28 01:39:48,491 - mmaction - INFO - Epoch [153][920/3757] lr: 5.853e-03, eta: 18:11:23, time: 0.656, data_time: 0.003, memory: 5232, top1_acc: 0.4594, top5_acc: 0.7102, loss_cls: 2.3027, loss: 2.3027, grad_norm: 5.9667 2020-07-28 01:39:59,846 - mmaction - INFO - Epoch [153][940/3757] lr: 5.853e-03, eta: 18:11:11, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4766, top5_acc: 0.7141, loss_cls: 2.2952, loss: 2.2952, grad_norm: 5.9910 2020-07-28 01:40:11,228 - mmaction - INFO - Epoch [153][960/3757] lr: 5.853e-03, eta: 18:10:58, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.4672, top5_acc: 0.7008, loss_cls: 2.3680, loss: 2.3680, grad_norm: 5.9380 2020-07-28 01:40:22,620 - mmaction - INFO - Epoch [153][980/3757] lr: 5.853e-03, eta: 18:10:45, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4586, top5_acc: 0.6805, loss_cls: 2.3489, loss: 2.3489, grad_norm: 5.8974 2020-07-28 01:40:33,966 - mmaction - INFO - Epoch [153][1000/3757] lr: 5.853e-03, eta: 18:10:32, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4813, top5_acc: 0.6937, loss_cls: 2.3918, loss: 2.3918, grad_norm: 5.8543 2020-07-28 01:40:45,416 - mmaction - INFO - Epoch [153][1020/3757] lr: 5.853e-03, eta: 18:10:19, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4727, top5_acc: 0.7203, loss_cls: 2.2196, loss: 2.2196, grad_norm: 5.8159 2020-07-28 01:40:56,848 - mmaction - INFO - Epoch [153][1040/3757] lr: 5.853e-03, eta: 18:10:06, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4867, top5_acc: 0.7102, loss_cls: 2.2587, loss: 2.2587, grad_norm: 5.8110 2020-07-28 01:41:08,534 - mmaction - INFO - Epoch [153][1060/3757] lr: 5.853e-03, eta: 18:09:54, time: 0.584, data_time: 0.024, memory: 5232, top1_acc: 0.4867, top5_acc: 0.7109, loss_cls: 2.3085, loss: 2.3085, grad_norm: 5.8761 2020-07-28 01:41:19,907 - mmaction - INFO - Epoch [153][1080/3757] lr: 5.853e-03, eta: 18:09:41, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4781, top5_acc: 0.7195, loss_cls: 2.2895, loss: 2.2895, grad_norm: 5.9448 2020-07-28 01:41:31,262 - mmaction - INFO - Epoch [153][1100/3757] lr: 5.853e-03, eta: 18:09:28, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4680, top5_acc: 0.7172, loss_cls: 2.3303, loss: 2.3303, grad_norm: 5.9426 2020-07-28 01:41:43,924 - mmaction - INFO - Epoch [153][1120/3757] lr: 5.853e-03, eta: 18:09:15, time: 0.633, data_time: 0.003, memory: 5232, top1_acc: 0.4516, top5_acc: 0.6828, loss_cls: 2.4607, loss: 2.4607, grad_norm: 5.9731 2020-07-28 01:41:56,247 - mmaction - INFO - Epoch [153][1140/3757] lr: 5.853e-03, eta: 18:09:03, time: 0.616, data_time: 0.004, memory: 5232, top1_acc: 0.4617, top5_acc: 0.7063, loss_cls: 2.4099, loss: 2.4099, grad_norm: 6.0900 2020-07-28 01:42:08,157 - mmaction - INFO - Epoch [153][1160/3757] lr: 5.853e-03, eta: 18:08:50, time: 0.596, data_time: 0.003, memory: 5232, top1_acc: 0.4781, top5_acc: 0.7000, loss_cls: 2.3591, loss: 2.3591, grad_norm: 6.0015 2020-07-28 01:42:20,625 - mmaction - INFO - Epoch [153][1180/3757] lr: 5.853e-03, eta: 18:08:38, time: 0.623, data_time: 0.003, memory: 5232, top1_acc: 0.4633, top5_acc: 0.7133, loss_cls: 2.3486, loss: 2.3486, grad_norm: 6.0061 2020-07-28 01:42:35,110 - mmaction - INFO - Epoch [153][1200/3757] lr: 5.853e-03, eta: 18:08:25, time: 0.724, data_time: 0.001, memory: 5232, top1_acc: 0.4758, top5_acc: 0.7094, loss_cls: 2.3733, loss: 2.3733, grad_norm: 5.9318 2020-07-28 01:42:47,610 - mmaction - INFO - Epoch [153][1220/3757] lr: 5.853e-03, eta: 18:08:13, time: 0.625, data_time: 0.062, memory: 5232, top1_acc: 0.4844, top5_acc: 0.7117, loss_cls: 2.3167, loss: 2.3167, grad_norm: 5.8586 2020-07-28 01:43:00,201 - mmaction - INFO - Epoch [153][1240/3757] lr: 5.853e-03, eta: 18:08:00, time: 0.630, data_time: 0.003, memory: 5232, top1_acc: 0.4664, top5_acc: 0.7148, loss_cls: 2.3275, loss: 2.3275, grad_norm: 5.8666 2020-07-28 01:43:11,660 - mmaction - INFO - Epoch [153][1260/3757] lr: 5.853e-03, eta: 18:07:48, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4516, top5_acc: 0.7047, loss_cls: 2.3785, loss: 2.3785, grad_norm: 5.9462 2020-07-28 01:43:24,104 - mmaction - INFO - Epoch [153][1280/3757] lr: 5.853e-03, eta: 18:07:35, time: 0.621, data_time: 0.002, memory: 5232, top1_acc: 0.4781, top5_acc: 0.7055, loss_cls: 2.3738, loss: 2.3738, grad_norm: 5.9234 2020-07-28 01:43:35,511 - mmaction - INFO - Epoch [153][1300/3757] lr: 5.853e-03, eta: 18:07:22, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.4742, top5_acc: 0.7047, loss_cls: 2.3905, loss: 2.3905, grad_norm: 5.8308 2020-07-28 01:43:49,460 - mmaction - INFO - Epoch [153][1320/3757] lr: 5.853e-03, eta: 18:07:10, time: 0.697, data_time: 0.002, memory: 5232, top1_acc: 0.4570, top5_acc: 0.6742, loss_cls: 2.4476, loss: 2.4476, grad_norm: 6.0322 2020-07-28 01:44:00,827 - mmaction - INFO - Epoch [153][1340/3757] lr: 5.853e-03, eta: 18:06:57, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4437, top5_acc: 0.6891, loss_cls: 2.4390, loss: 2.4390, grad_norm: 6.0435 2020-07-28 01:44:15,588 - mmaction - INFO - Epoch [153][1360/3757] lr: 5.853e-03, eta: 18:06:45, time: 0.739, data_time: 0.003, memory: 5232, top1_acc: 0.4531, top5_acc: 0.6805, loss_cls: 2.4006, loss: 2.4006, grad_norm: 5.8722 2020-07-28 01:44:27,379 - mmaction - INFO - Epoch [153][1380/3757] lr: 5.853e-03, eta: 18:06:32, time: 0.589, data_time: 0.021, memory: 5232, top1_acc: 0.4945, top5_acc: 0.7305, loss_cls: 2.2724, loss: 2.2724, grad_norm: 5.8566 2020-07-28 01:44:39,130 - mmaction - INFO - Epoch [153][1400/3757] lr: 5.853e-03, eta: 18:06:19, time: 0.588, data_time: 0.019, memory: 5232, top1_acc: 0.4695, top5_acc: 0.7141, loss_cls: 2.3278, loss: 2.3278, grad_norm: 5.8272 2020-07-28 01:44:50,878 - mmaction - INFO - Epoch [153][1420/3757] lr: 5.853e-03, eta: 18:06:07, time: 0.587, data_time: 0.026, memory: 5232, top1_acc: 0.4445, top5_acc: 0.6867, loss_cls: 2.4817, loss: 2.4817, grad_norm: 6.0538 2020-07-28 01:45:02,902 - mmaction - INFO - Epoch [153][1440/3757] lr: 5.853e-03, eta: 18:05:54, time: 0.602, data_time: 0.021, memory: 5232, top1_acc: 0.4859, top5_acc: 0.7000, loss_cls: 2.3298, loss: 2.3298, grad_norm: 5.7879 2020-07-28 01:45:14,247 - mmaction - INFO - Epoch [153][1460/3757] lr: 5.853e-03, eta: 18:05:41, time: 0.567, data_time: 0.001, memory: 5232, top1_acc: 0.4523, top5_acc: 0.7000, loss_cls: 2.3691, loss: 2.3691, grad_norm: 5.7525 2020-07-28 01:45:25,619 - mmaction - INFO - Epoch [153][1480/3757] lr: 5.853e-03, eta: 18:05:28, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4734, top5_acc: 0.7203, loss_cls: 2.3372, loss: 2.3372, grad_norm: 5.7394 2020-07-28 01:45:37,336 - mmaction - INFO - Epoch [153][1500/3757] lr: 5.853e-03, eta: 18:05:16, time: 0.586, data_time: 0.022, memory: 5232, top1_acc: 0.4625, top5_acc: 0.6984, loss_cls: 2.3592, loss: 2.3592, grad_norm: 5.8975 2020-07-28 01:45:49,065 - mmaction - INFO - Epoch [153][1520/3757] lr: 5.853e-03, eta: 18:05:03, time: 0.586, data_time: 0.017, memory: 5232, top1_acc: 0.4531, top5_acc: 0.6773, loss_cls: 2.4198, loss: 2.4198, grad_norm: 5.8032 2020-07-28 01:46:00,852 - mmaction - INFO - Epoch [153][1540/3757] lr: 5.853e-03, eta: 18:04:50, time: 0.590, data_time: 0.023, memory: 5232, top1_acc: 0.4602, top5_acc: 0.7078, loss_cls: 2.3518, loss: 2.3518, grad_norm: 5.9475 2020-07-28 01:46:12,467 - mmaction - INFO - Epoch [153][1560/3757] lr: 5.853e-03, eta: 18:04:37, time: 0.581, data_time: 0.014, memory: 5232, top1_acc: 0.4555, top5_acc: 0.6984, loss_cls: 2.4251, loss: 2.4251, grad_norm: 5.9495 2020-07-28 01:46:24,119 - mmaction - INFO - Epoch [153][1580/3757] lr: 5.853e-03, eta: 18:04:25, time: 0.582, data_time: 0.019, memory: 5232, top1_acc: 0.4648, top5_acc: 0.7070, loss_cls: 2.3514, loss: 2.3514, grad_norm: 6.1666 2020-07-28 01:46:35,673 - mmaction - INFO - Epoch [153][1600/3757] lr: 5.853e-03, eta: 18:04:12, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.4664, top5_acc: 0.7203, loss_cls: 2.3014, loss: 2.3014, grad_norm: 5.9496 2020-07-28 01:46:47,103 - mmaction - INFO - Epoch [153][1620/3757] lr: 5.853e-03, eta: 18:03:59, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4578, top5_acc: 0.6906, loss_cls: 2.4060, loss: 2.4060, grad_norm: 5.8114 2020-07-28 01:46:59,038 - mmaction - INFO - Epoch [153][1640/3757] lr: 5.853e-03, eta: 18:03:46, time: 0.596, data_time: 0.034, memory: 5232, top1_acc: 0.4969, top5_acc: 0.7086, loss_cls: 2.2929, loss: 2.2929, grad_norm: 5.8168 2020-07-28 01:47:10,375 - mmaction - INFO - Epoch [153][1660/3757] lr: 5.853e-03, eta: 18:03:33, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4555, top5_acc: 0.6844, loss_cls: 2.4357, loss: 2.4357, grad_norm: 5.8349 2020-07-28 01:47:21,800 - mmaction - INFO - Epoch [153][1680/3757] lr: 5.853e-03, eta: 18:03:21, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4508, top5_acc: 0.6906, loss_cls: 2.4279, loss: 2.4279, grad_norm: 5.8227 2020-07-28 01:47:33,161 - mmaction - INFO - Epoch [153][1700/3757] lr: 5.853e-03, eta: 18:03:08, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4672, top5_acc: 0.6945, loss_cls: 2.3865, loss: 2.3865, grad_norm: 5.7348 2020-07-28 01:47:44,920 - mmaction - INFO - Epoch [153][1720/3757] lr: 5.853e-03, eta: 18:02:55, time: 0.588, data_time: 0.028, memory: 5232, top1_acc: 0.4562, top5_acc: 0.6828, loss_cls: 2.4648, loss: 2.4648, grad_norm: 5.8481 2020-07-28 01:47:56,352 - mmaction - INFO - Epoch [153][1740/3757] lr: 5.853e-03, eta: 18:02:42, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4508, top5_acc: 0.6914, loss_cls: 2.4029, loss: 2.4029, grad_norm: 5.8582 2020-07-28 01:48:07,824 - mmaction - INFO - Epoch [153][1760/3757] lr: 5.853e-03, eta: 18:02:29, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4789, top5_acc: 0.7008, loss_cls: 2.3276, loss: 2.3276, grad_norm: 5.7506 2020-07-28 01:48:19,225 - mmaction - INFO - Epoch [153][1780/3757] lr: 5.853e-03, eta: 18:02:17, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.4719, top5_acc: 0.6930, loss_cls: 2.3574, loss: 2.3574, grad_norm: 5.7266 2020-07-28 01:48:30,523 - mmaction - INFO - Epoch [153][1800/3757] lr: 5.853e-03, eta: 18:02:04, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.4750, top5_acc: 0.7227, loss_cls: 2.2738, loss: 2.2738, grad_norm: 5.9024 2020-07-28 01:48:41,962 - mmaction - INFO - Epoch [153][1820/3757] lr: 5.853e-03, eta: 18:01:51, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4437, top5_acc: 0.6906, loss_cls: 2.4291, loss: 2.4291, grad_norm: 6.0138 2020-07-28 01:48:53,372 - mmaction - INFO - Epoch [153][1840/3757] lr: 5.853e-03, eta: 18:01:38, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4938, top5_acc: 0.7211, loss_cls: 2.2225, loss: 2.2225, grad_norm: 5.6336 2020-07-28 01:49:05,156 - mmaction - INFO - Epoch [153][1860/3757] lr: 5.853e-03, eta: 18:01:25, time: 0.589, data_time: 0.017, memory: 5232, top1_acc: 0.4797, top5_acc: 0.7086, loss_cls: 2.3004, loss: 2.3004, grad_norm: 5.9079 2020-07-28 01:49:16,663 - mmaction - INFO - Epoch [153][1880/3757] lr: 5.853e-03, eta: 18:01:12, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4703, top5_acc: 0.6945, loss_cls: 2.4063, loss: 2.4063, grad_norm: 6.0078 2020-07-28 01:49:28,200 - mmaction - INFO - Epoch [153][1900/3757] lr: 5.853e-03, eta: 18:01:00, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.4602, top5_acc: 0.6914, loss_cls: 2.4023, loss: 2.4023, grad_norm: 5.9747 2020-07-28 01:49:40,015 - mmaction - INFO - Epoch [153][1920/3757] lr: 5.853e-03, eta: 18:00:47, time: 0.591, data_time: 0.030, memory: 5232, top1_acc: 0.4703, top5_acc: 0.7125, loss_cls: 2.3236, loss: 2.3236, grad_norm: 5.9452 2020-07-28 01:49:51,456 - mmaction - INFO - Epoch [153][1940/3757] lr: 5.853e-03, eta: 18:00:34, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4695, top5_acc: 0.7031, loss_cls: 2.3397, loss: 2.3397, grad_norm: 5.8912 2020-07-28 01:50:02,948 - mmaction - INFO - Epoch [153][1960/3757] lr: 5.853e-03, eta: 18:00:21, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4648, top5_acc: 0.7102, loss_cls: 2.3512, loss: 2.3512, grad_norm: 5.8860 2020-07-28 01:50:14,197 - mmaction - INFO - Epoch [153][1980/3757] lr: 5.853e-03, eta: 18:00:08, time: 0.562, data_time: 0.001, memory: 5232, top1_acc: 0.4711, top5_acc: 0.6891, loss_cls: 2.3659, loss: 2.3659, grad_norm: 5.9070 2020-07-28 01:50:25,554 - mmaction - INFO - Epoch [153][2000/3757] lr: 5.853e-03, eta: 17:59:56, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4461, top5_acc: 0.6867, loss_cls: 2.4577, loss: 2.4577, grad_norm: 5.9373 2020-07-28 01:50:36,989 - mmaction - INFO - Epoch [153][2020/3757] lr: 5.853e-03, eta: 17:59:43, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4867, top5_acc: 0.7078, loss_cls: 2.3265, loss: 2.3265, grad_norm: 5.7561 2020-07-28 01:50:48,386 - mmaction - INFO - Epoch [153][2040/3757] lr: 5.853e-03, eta: 17:59:30, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4898, top5_acc: 0.7133, loss_cls: 2.3007, loss: 2.3007, grad_norm: 5.8174 2020-07-28 01:51:00,128 - mmaction - INFO - Epoch [153][2060/3757] lr: 5.853e-03, eta: 17:59:17, time: 0.587, data_time: 0.024, memory: 5232, top1_acc: 0.4570, top5_acc: 0.6828, loss_cls: 2.4591, loss: 2.4591, grad_norm: 5.9010 2020-07-28 01:51:11,581 - mmaction - INFO - Epoch [153][2080/3757] lr: 5.853e-03, eta: 17:59:04, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4609, top5_acc: 0.7016, loss_cls: 2.3728, loss: 2.3728, grad_norm: 6.0129 2020-07-28 01:51:23,084 - mmaction - INFO - Epoch [153][2100/3757] lr: 5.853e-03, eta: 17:58:52, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4703, top5_acc: 0.6984, loss_cls: 2.3554, loss: 2.3554, grad_norm: 5.8804 2020-07-28 01:51:34,528 - mmaction - INFO - Epoch [153][2120/3757] lr: 5.853e-03, eta: 17:58:39, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4758, top5_acc: 0.6992, loss_cls: 2.3360, loss: 2.3360, grad_norm: 5.9261 2020-07-28 01:51:45,929 - mmaction - INFO - Epoch [153][2140/3757] lr: 5.853e-03, eta: 17:58:26, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4805, top5_acc: 0.7063, loss_cls: 2.3387, loss: 2.3387, grad_norm: 5.9208 2020-07-28 01:51:57,302 - mmaction - INFO - Epoch [153][2160/3757] lr: 5.853e-03, eta: 17:58:13, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4578, top5_acc: 0.6781, loss_cls: 2.4381, loss: 2.4381, grad_norm: 5.9769 2020-07-28 01:52:08,679 - mmaction - INFO - Epoch [153][2180/3757] lr: 5.853e-03, eta: 17:58:00, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4633, top5_acc: 0.7109, loss_cls: 2.3390, loss: 2.3390, grad_norm: 6.0906 2020-07-28 01:52:20,139 - mmaction - INFO - Epoch [153][2200/3757] lr: 5.853e-03, eta: 17:57:47, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4391, top5_acc: 0.6797, loss_cls: 2.4663, loss: 2.4663, grad_norm: 6.0770 2020-07-28 01:52:31,484 - mmaction - INFO - Epoch [153][2220/3757] lr: 5.853e-03, eta: 17:57:35, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4594, top5_acc: 0.6859, loss_cls: 2.4264, loss: 2.4264, grad_norm: 5.9427 2020-07-28 01:52:42,804 - mmaction - INFO - Epoch [153][2240/3757] lr: 5.853e-03, eta: 17:57:22, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.4602, top5_acc: 0.6789, loss_cls: 2.4112, loss: 2.4112, grad_norm: 5.7266 2020-07-28 01:52:54,363 - mmaction - INFO - Epoch [153][2260/3757] lr: 5.853e-03, eta: 17:57:09, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.4844, top5_acc: 0.7031, loss_cls: 2.3213, loss: 2.3213, grad_norm: 5.7077 2020-07-28 01:53:05,790 - mmaction - INFO - Epoch [153][2280/3757] lr: 5.853e-03, eta: 17:56:56, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4578, top5_acc: 0.6969, loss_cls: 2.3903, loss: 2.3903, grad_norm: 6.0122 2020-07-28 01:53:17,224 - mmaction - INFO - Epoch [153][2300/3757] lr: 5.853e-03, eta: 17:56:43, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4875, top5_acc: 0.7078, loss_cls: 2.3364, loss: 2.3364, grad_norm: 5.9075 2020-07-28 01:53:28,601 - mmaction - INFO - Epoch [153][2320/3757] lr: 5.853e-03, eta: 17:56:31, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.4469, top5_acc: 0.6937, loss_cls: 2.3932, loss: 2.3932, grad_norm: 5.9469 2020-07-28 01:53:40,057 - mmaction - INFO - Epoch [153][2340/3757] lr: 5.853e-03, eta: 17:56:18, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4945, top5_acc: 0.7344, loss_cls: 2.1820, loss: 2.1820, grad_norm: 5.6351 2020-07-28 01:53:51,467 - mmaction - INFO - Epoch [153][2360/3757] lr: 5.853e-03, eta: 17:56:05, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4805, top5_acc: 0.7172, loss_cls: 2.3248, loss: 2.3248, grad_norm: 5.9030 2020-07-28 01:54:02,895 - mmaction - INFO - Epoch [153][2380/3757] lr: 5.853e-03, eta: 17:55:52, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4391, top5_acc: 0.6977, loss_cls: 2.4366, loss: 2.4366, grad_norm: 6.0536 2020-07-28 01:54:14,397 - mmaction - INFO - Epoch [153][2400/3757] lr: 5.853e-03, eta: 17:55:39, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4555, top5_acc: 0.6945, loss_cls: 2.4066, loss: 2.4066, grad_norm: 5.9606 2020-07-28 01:54:25,818 - mmaction - INFO - Epoch [153][2420/3757] lr: 5.853e-03, eta: 17:55:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4531, top5_acc: 0.6969, loss_cls: 2.4440, loss: 2.4440, grad_norm: 6.2311 2020-07-28 01:54:37,294 - mmaction - INFO - Epoch [153][2440/3757] lr: 5.853e-03, eta: 17:55:14, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4609, top5_acc: 0.6984, loss_cls: 2.3483, loss: 2.3483, grad_norm: 5.8008 2020-07-28 01:54:48,697 - mmaction - INFO - Epoch [153][2460/3757] lr: 5.853e-03, eta: 17:55:01, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4828, top5_acc: 0.7094, loss_cls: 2.3320, loss: 2.3320, grad_norm: 5.7599 2020-07-28 01:55:00,163 - mmaction - INFO - Epoch [153][2480/3757] lr: 5.853e-03, eta: 17:54:48, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4586, top5_acc: 0.7008, loss_cls: 2.3809, loss: 2.3809, grad_norm: 5.8052 2020-07-28 01:55:11,648 - mmaction - INFO - Epoch [153][2500/3757] lr: 5.853e-03, eta: 17:54:35, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4688, top5_acc: 0.6789, loss_cls: 2.4429, loss: 2.4429, grad_norm: 5.7938 2020-07-28 01:55:23,351 - mmaction - INFO - Epoch [153][2520/3757] lr: 5.853e-03, eta: 17:54:22, time: 0.585, data_time: 0.018, memory: 5232, top1_acc: 0.4492, top5_acc: 0.6977, loss_cls: 2.4091, loss: 2.4091, grad_norm: 5.9702 2020-07-28 01:55:34,712 - mmaction - INFO - Epoch [153][2540/3757] lr: 5.853e-03, eta: 17:54:10, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4617, top5_acc: 0.6898, loss_cls: 2.4606, loss: 2.4606, grad_norm: 5.9335 2020-07-28 01:55:46,295 - mmaction - INFO - Epoch [153][2560/3757] lr: 5.853e-03, eta: 17:53:57, time: 0.579, data_time: 0.004, memory: 5232, top1_acc: 0.4688, top5_acc: 0.6867, loss_cls: 2.3686, loss: 2.3686, grad_norm: 5.8748 2020-07-28 01:55:57,784 - mmaction - INFO - Epoch [153][2580/3757] lr: 5.853e-03, eta: 17:53:44, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.4547, top5_acc: 0.7008, loss_cls: 2.4167, loss: 2.4167, grad_norm: 5.9126 2020-07-28 01:56:09,144 - mmaction - INFO - Epoch [153][2600/3757] lr: 5.853e-03, eta: 17:53:31, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4859, top5_acc: 0.6969, loss_cls: 2.3408, loss: 2.3408, grad_norm: 5.7024 2020-07-28 01:56:20,617 - mmaction - INFO - Epoch [153][2620/3757] lr: 5.853e-03, eta: 17:53:18, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5031, top5_acc: 0.6914, loss_cls: 2.3098, loss: 2.3098, grad_norm: 5.7606 2020-07-28 01:56:32,038 - mmaction - INFO - Epoch [153][2640/3757] lr: 5.853e-03, eta: 17:53:06, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4773, top5_acc: 0.7086, loss_cls: 2.3227, loss: 2.3227, grad_norm: 5.9330 2020-07-28 01:56:43,474 - mmaction - INFO - Epoch [153][2660/3757] lr: 5.853e-03, eta: 17:52:53, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4781, top5_acc: 0.7023, loss_cls: 2.3477, loss: 2.3477, grad_norm: 5.9810 2020-07-28 01:56:54,823 - mmaction - INFO - Epoch [153][2680/3757] lr: 5.853e-03, eta: 17:52:40, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4992, top5_acc: 0.7117, loss_cls: 2.2341, loss: 2.2341, grad_norm: 5.8042 2020-07-28 01:57:06,226 - mmaction - INFO - Epoch [153][2700/3757] lr: 5.853e-03, eta: 17:52:27, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4875, top5_acc: 0.6906, loss_cls: 2.3662, loss: 2.3662, grad_norm: 5.9335 2020-07-28 01:57:17,675 - mmaction - INFO - Epoch [153][2720/3757] lr: 5.853e-03, eta: 17:52:14, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4938, top5_acc: 0.7117, loss_cls: 2.2929, loss: 2.2929, grad_norm: 5.9785 2020-07-28 01:57:29,118 - mmaction - INFO - Epoch [153][2740/3757] lr: 5.853e-03, eta: 17:52:01, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4703, top5_acc: 0.7008, loss_cls: 2.3447, loss: 2.3447, grad_norm: 5.8992 2020-07-28 01:57:40,610 - mmaction - INFO - Epoch [153][2760/3757] lr: 5.853e-03, eta: 17:51:49, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4734, top5_acc: 0.6930, loss_cls: 2.3461, loss: 2.3461, grad_norm: 5.9906 2020-07-28 01:57:51,992 - mmaction - INFO - Epoch [153][2780/3757] lr: 5.853e-03, eta: 17:51:36, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4813, top5_acc: 0.6930, loss_cls: 2.3401, loss: 2.3401, grad_norm: 5.9649 2020-07-28 01:58:03,566 - mmaction - INFO - Epoch [153][2800/3757] lr: 5.853e-03, eta: 17:51:23, time: 0.579, data_time: 0.011, memory: 5232, top1_acc: 0.4977, top5_acc: 0.7211, loss_cls: 2.2253, loss: 2.2253, grad_norm: 5.8580 2020-07-28 01:58:14,976 - mmaction - INFO - Epoch [153][2820/3757] lr: 5.853e-03, eta: 17:51:10, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4766, top5_acc: 0.6930, loss_cls: 2.4428, loss: 2.4428, grad_norm: 6.1645 2020-07-28 01:58:27,753 - mmaction - INFO - Epoch [153][2840/3757] lr: 5.853e-03, eta: 17:50:58, time: 0.639, data_time: 0.003, memory: 5232, top1_acc: 0.4797, top5_acc: 0.7133, loss_cls: 2.2961, loss: 2.2961, grad_norm: 5.8852 2020-07-28 01:58:41,113 - mmaction - INFO - Epoch [153][2860/3757] lr: 5.853e-03, eta: 17:50:45, time: 0.668, data_time: 0.003, memory: 5232, top1_acc: 0.4766, top5_acc: 0.6961, loss_cls: 2.3580, loss: 2.3580, grad_norm: 6.2172 2020-07-28 01:58:54,537 - mmaction - INFO - Epoch [153][2880/3757] lr: 5.853e-03, eta: 17:50:33, time: 0.671, data_time: 0.003, memory: 5232, top1_acc: 0.4773, top5_acc: 0.7016, loss_cls: 2.3722, loss: 2.3722, grad_norm: 5.9747 2020-07-28 01:59:06,050 - mmaction - INFO - Epoch [153][2900/3757] lr: 5.853e-03, eta: 17:50:20, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4875, top5_acc: 0.7070, loss_cls: 2.3046, loss: 2.3046, grad_norm: 5.9075 2020-07-28 01:59:18,428 - mmaction - INFO - Epoch [153][2920/3757] lr: 5.853e-03, eta: 17:50:08, time: 0.619, data_time: 0.056, memory: 5232, top1_acc: 0.4875, top5_acc: 0.7055, loss_cls: 2.3257, loss: 2.3257, grad_norm: 5.9136 2020-07-28 01:59:32,826 - mmaction - INFO - Epoch [153][2940/3757] lr: 5.853e-03, eta: 17:49:55, time: 0.720, data_time: 0.003, memory: 5232, top1_acc: 0.4766, top5_acc: 0.6813, loss_cls: 2.3853, loss: 2.3853, grad_norm: 5.9328 2020-07-28 01:59:45,932 - mmaction - INFO - Epoch [153][2960/3757] lr: 5.853e-03, eta: 17:49:43, time: 0.655, data_time: 0.003, memory: 5232, top1_acc: 0.4578, top5_acc: 0.7047, loss_cls: 2.3753, loss: 2.3753, grad_norm: 5.9234 2020-07-28 01:59:58,440 - mmaction - INFO - Epoch [153][2980/3757] lr: 5.853e-03, eta: 17:49:30, time: 0.626, data_time: 0.003, memory: 5232, top1_acc: 0.4711, top5_acc: 0.7109, loss_cls: 2.3709, loss: 2.3709, grad_norm: 5.9482 2020-07-28 02:00:22,435 - mmaction - INFO - Epoch [153][3000/3757] lr: 5.853e-03, eta: 17:49:20, time: 1.177, data_time: 0.006, memory: 5232, top1_acc: 0.4734, top5_acc: 0.6930, loss_cls: 2.3327, loss: 2.3327, grad_norm: 5.9040 2020-07-28 02:00:33,835 - mmaction - INFO - Epoch [153][3020/3757] lr: 5.853e-03, eta: 17:49:08, time: 0.593, data_time: 0.029, memory: 5232, top1_acc: 0.4617, top5_acc: 0.6969, loss_cls: 2.3600, loss: 2.3600, grad_norm: 5.8598 2020-07-28 02:00:47,451 - mmaction - INFO - Epoch [153][3040/3757] lr: 5.853e-03, eta: 17:48:55, time: 0.681, data_time: 0.003, memory: 5232, top1_acc: 0.4961, top5_acc: 0.7336, loss_cls: 2.2172, loss: 2.2172, grad_norm: 5.8281 2020-07-28 02:01:00,345 - mmaction - INFO - Epoch [153][3060/3757] lr: 5.853e-03, eta: 17:48:43, time: 0.645, data_time: 0.003, memory: 5232, top1_acc: 0.4336, top5_acc: 0.6898, loss_cls: 2.4733, loss: 2.4733, grad_norm: 6.2014 2020-07-28 02:01:12,943 - mmaction - INFO - Epoch [153][3080/3757] lr: 5.853e-03, eta: 17:48:30, time: 0.629, data_time: 0.003, memory: 5232, top1_acc: 0.4891, top5_acc: 0.7148, loss_cls: 2.3171, loss: 2.3171, grad_norm: 5.8791 2020-07-28 02:01:25,480 - mmaction - INFO - Epoch [153][3100/3757] lr: 5.853e-03, eta: 17:48:18, time: 0.627, data_time: 0.003, memory: 5232, top1_acc: 0.4547, top5_acc: 0.6766, loss_cls: 2.4961, loss: 2.4961, grad_norm: 6.0182 2020-07-28 02:01:36,916 - mmaction - INFO - Epoch [153][3120/3757] lr: 5.853e-03, eta: 17:48:05, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4813, top5_acc: 0.7102, loss_cls: 2.3303, loss: 2.3303, grad_norm: 5.9545 2020-07-28 02:01:49,336 - mmaction - INFO - Epoch [153][3140/3757] lr: 5.853e-03, eta: 17:47:52, time: 0.621, data_time: 0.003, memory: 5232, top1_acc: 0.4562, top5_acc: 0.6695, loss_cls: 2.4714, loss: 2.4714, grad_norm: 5.9598 2020-07-28 02:02:01,840 - mmaction - INFO - Epoch [153][3160/3757] lr: 5.853e-03, eta: 17:47:40, time: 0.625, data_time: 0.002, memory: 5232, top1_acc: 0.4437, top5_acc: 0.6992, loss_cls: 2.4527, loss: 2.4527, grad_norm: 6.2337 2020-07-28 02:02:14,236 - mmaction - INFO - Epoch [153][3180/3757] lr: 5.853e-03, eta: 17:47:27, time: 0.620, data_time: 0.003, memory: 5232, top1_acc: 0.4617, top5_acc: 0.7000, loss_cls: 2.3892, loss: 2.3892, grad_norm: 5.8179 2020-07-28 02:02:26,630 - mmaction - INFO - Epoch [153][3200/3757] lr: 5.853e-03, eta: 17:47:15, time: 0.620, data_time: 0.003, memory: 5232, top1_acc: 0.4766, top5_acc: 0.6898, loss_cls: 2.3791, loss: 2.3791, grad_norm: 5.8329 2020-07-28 02:02:37,960 - mmaction - INFO - Epoch [153][3220/3757] lr: 5.853e-03, eta: 17:47:02, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.4727, top5_acc: 0.7039, loss_cls: 2.3158, loss: 2.3158, grad_norm: 5.8855 2020-07-28 02:02:49,411 - mmaction - INFO - Epoch [153][3240/3757] lr: 5.853e-03, eta: 17:46:49, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.4758, top5_acc: 0.6922, loss_cls: 2.3283, loss: 2.3283, grad_norm: 5.7876 2020-07-28 02:03:01,808 - mmaction - INFO - Epoch [153][3260/3757] lr: 5.853e-03, eta: 17:46:36, time: 0.620, data_time: 0.003, memory: 5232, top1_acc: 0.4773, top5_acc: 0.7031, loss_cls: 2.4088, loss: 2.4088, grad_norm: 6.0930 2020-07-28 02:03:14,479 - mmaction - INFO - Epoch [153][3280/3757] lr: 5.853e-03, eta: 17:46:24, time: 0.634, data_time: 0.003, memory: 5232, top1_acc: 0.4773, top5_acc: 0.6922, loss_cls: 2.3456, loss: 2.3456, grad_norm: 5.8345 2020-07-28 02:03:27,041 - mmaction - INFO - Epoch [153][3300/3757] lr: 5.853e-03, eta: 17:46:11, time: 0.628, data_time: 0.003, memory: 5232, top1_acc: 0.4797, top5_acc: 0.7070, loss_cls: 2.3411, loss: 2.3411, grad_norm: 5.8235 2020-07-28 02:03:43,829 - mmaction - INFO - Epoch [153][3320/3757] lr: 5.853e-03, eta: 17:46:00, time: 0.839, data_time: 0.004, memory: 5232, top1_acc: 0.4727, top5_acc: 0.7023, loss_cls: 2.3433, loss: 2.3433, grad_norm: 5.8016 2020-07-28 02:03:56,886 - mmaction - INFO - Epoch [153][3340/3757] lr: 5.853e-03, eta: 17:45:47, time: 0.652, data_time: 0.003, memory: 5232, top1_acc: 0.4609, top5_acc: 0.7188, loss_cls: 2.3597, loss: 2.3597, grad_norm: 6.1158 2020-07-28 02:04:08,278 - mmaction - INFO - Epoch [153][3360/3757] lr: 5.853e-03, eta: 17:45:34, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5000, top5_acc: 0.7109, loss_cls: 2.2458, loss: 2.2458, grad_norm: 5.7403 2020-07-28 02:04:19,643 - mmaction - INFO - Epoch [153][3380/3757] lr: 5.853e-03, eta: 17:45:22, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4742, top5_acc: 0.7164, loss_cls: 2.2820, loss: 2.2820, grad_norm: 5.8090 2020-07-28 02:04:36,946 - mmaction - INFO - Epoch [153][3400/3757] lr: 5.853e-03, eta: 17:45:10, time: 0.866, data_time: 0.024, memory: 5232, top1_acc: 0.4523, top5_acc: 0.6984, loss_cls: 2.3715, loss: 2.3715, grad_norm: 6.1457 2020-07-28 02:04:48,315 - mmaction - INFO - Epoch [153][3420/3757] lr: 5.853e-03, eta: 17:44:57, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4539, top5_acc: 0.6906, loss_cls: 2.4140, loss: 2.4140, grad_norm: 6.0473 2020-07-28 02:05:01,131 - mmaction - INFO - Epoch [153][3440/3757] lr: 5.853e-03, eta: 17:44:45, time: 0.641, data_time: 0.003, memory: 5232, top1_acc: 0.4656, top5_acc: 0.6945, loss_cls: 2.4008, loss: 2.4008, grad_norm: 6.0366 2020-07-28 02:05:19,137 - mmaction - INFO - Epoch [153][3460/3757] lr: 5.853e-03, eta: 17:44:34, time: 0.900, data_time: 0.003, memory: 5232, top1_acc: 0.4641, top5_acc: 0.7156, loss_cls: 2.3216, loss: 2.3216, grad_norm: 6.0267 2020-07-28 02:05:31,655 - mmaction - INFO - Epoch [153][3480/3757] lr: 5.853e-03, eta: 17:44:21, time: 0.626, data_time: 0.003, memory: 5232, top1_acc: 0.4828, top5_acc: 0.7086, loss_cls: 2.3188, loss: 2.3188, grad_norm: 5.7966 2020-07-28 02:05:43,087 - mmaction - INFO - Epoch [153][3500/3757] lr: 5.853e-03, eta: 17:44:08, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4594, top5_acc: 0.7063, loss_cls: 2.3305, loss: 2.3305, grad_norm: 5.8852 2020-07-28 02:05:54,489 - mmaction - INFO - Epoch [153][3520/3757] lr: 5.853e-03, eta: 17:43:55, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4594, top5_acc: 0.6937, loss_cls: 2.3516, loss: 2.3516, grad_norm: 5.9406 2020-07-28 02:06:06,972 - mmaction - INFO - Epoch [153][3540/3757] lr: 5.853e-03, eta: 17:43:43, time: 0.624, data_time: 0.003, memory: 5232, top1_acc: 0.4719, top5_acc: 0.6961, loss_cls: 2.3353, loss: 2.3353, grad_norm: 5.9707 2020-07-28 02:06:20,722 - mmaction - INFO - Epoch [153][3560/3757] lr: 5.853e-03, eta: 17:43:31, time: 0.688, data_time: 0.060, memory: 5232, top1_acc: 0.4508, top5_acc: 0.6820, loss_cls: 2.4143, loss: 2.4143, grad_norm: 6.0949 2020-07-28 02:06:34,225 - mmaction - INFO - Epoch [153][3580/3757] lr: 5.853e-03, eta: 17:43:18, time: 0.675, data_time: 0.005, memory: 5232, top1_acc: 0.4625, top5_acc: 0.6906, loss_cls: 2.4319, loss: 2.4319, grad_norm: 6.0252 2020-07-28 02:06:45,685 - mmaction - INFO - Epoch [153][3600/3757] lr: 5.853e-03, eta: 17:43:05, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4641, top5_acc: 0.7023, loss_cls: 2.3869, loss: 2.3869, grad_norm: 6.1305 2020-07-28 02:06:58,073 - mmaction - INFO - Epoch [153][3620/3757] lr: 5.853e-03, eta: 17:42:53, time: 0.619, data_time: 0.003, memory: 5232, top1_acc: 0.4570, top5_acc: 0.6820, loss_cls: 2.4307, loss: 2.4307, grad_norm: 6.0560 2020-07-28 02:07:10,563 - mmaction - INFO - Epoch [153][3640/3757] lr: 5.853e-03, eta: 17:42:40, time: 0.624, data_time: 0.004, memory: 5232, top1_acc: 0.4805, top5_acc: 0.7094, loss_cls: 2.3042, loss: 2.3042, grad_norm: 5.8552 2020-07-28 02:07:23,908 - mmaction - INFO - Epoch [153][3660/3757] lr: 5.853e-03, eta: 17:42:28, time: 0.668, data_time: 0.003, memory: 5232, top1_acc: 0.4641, top5_acc: 0.6945, loss_cls: 2.3950, loss: 2.3950, grad_norm: 5.9750 2020-07-28 02:07:36,273 - mmaction - INFO - Epoch [153][3680/3757] lr: 5.853e-03, eta: 17:42:15, time: 0.617, data_time: 0.003, memory: 5232, top1_acc: 0.4570, top5_acc: 0.6992, loss_cls: 2.3665, loss: 2.3665, grad_norm: 6.0418 2020-07-28 02:07:48,803 - mmaction - INFO - Epoch [153][3700/3757] lr: 5.853e-03, eta: 17:42:03, time: 0.627, data_time: 0.003, memory: 5232, top1_acc: 0.4633, top5_acc: 0.6875, loss_cls: 2.4065, loss: 2.4065, grad_norm: 5.8672 2020-07-28 02:08:01,348 - mmaction - INFO - Epoch [153][3720/3757] lr: 5.853e-03, eta: 17:41:50, time: 0.627, data_time: 0.003, memory: 5232, top1_acc: 0.4703, top5_acc: 0.6891, loss_cls: 2.3944, loss: 2.3944, grad_norm: 5.9307 2020-07-28 02:08:12,774 - mmaction - INFO - Epoch [153][3740/3757] lr: 5.853e-03, eta: 17:41:37, time: 0.572, data_time: 0.010, memory: 5232, top1_acc: 0.4836, top5_acc: 0.6977, loss_cls: 2.3308, loss: 2.3308, grad_norm: 5.8447 2020-07-28 02:13:49,594 - mmaction - INFO - Epoch [154][20/3757] lr: 5.450e-03, eta: 17:42:16, time: 14.732, data_time: 13.971, memory: 5232, top1_acc: 0.5055, top5_acc: 0.6992, loss_cls: 2.3001, loss: 2.3001, grad_norm: 5.6868 2020-07-28 02:14:00,912 - mmaction - INFO - Epoch [154][40/3757] lr: 5.450e-03, eta: 17:42:03, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4781, top5_acc: 0.7102, loss_cls: 2.3382, loss: 2.3382, grad_norm: 5.9713 2020-07-28 02:14:12,331 - mmaction - INFO - Epoch [154][60/3757] lr: 5.450e-03, eta: 17:41:50, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4828, top5_acc: 0.7156, loss_cls: 2.2542, loss: 2.2542, grad_norm: 5.7592 2020-07-28 02:14:23,747 - mmaction - INFO - Epoch [154][80/3757] lr: 5.450e-03, eta: 17:41:38, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4633, top5_acc: 0.7016, loss_cls: 2.4229, loss: 2.4229, grad_norm: 6.0094 2020-07-28 02:14:35,186 - mmaction - INFO - Epoch [154][100/3757] lr: 5.450e-03, eta: 17:41:25, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4828, top5_acc: 0.7188, loss_cls: 2.2973, loss: 2.2973, grad_norm: 5.5940 2020-07-28 02:14:46,683 - mmaction - INFO - Epoch [154][120/3757] lr: 5.450e-03, eta: 17:41:12, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4734, top5_acc: 0.6953, loss_cls: 2.3013, loss: 2.3013, grad_norm: 5.8523 2020-07-28 02:14:58,020 - mmaction - INFO - Epoch [154][140/3757] lr: 5.450e-03, eta: 17:40:59, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4945, top5_acc: 0.7141, loss_cls: 2.2178, loss: 2.2178, grad_norm: 5.6618 2020-07-28 02:15:09,435 - mmaction - INFO - Epoch [154][160/3757] lr: 5.450e-03, eta: 17:40:46, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4539, top5_acc: 0.6852, loss_cls: 2.4969, loss: 2.4969, grad_norm: 6.2451 2020-07-28 02:15:20,800 - mmaction - INFO - Epoch [154][180/3757] lr: 5.450e-03, eta: 17:40:33, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4719, top5_acc: 0.6984, loss_cls: 2.3981, loss: 2.3981, grad_norm: 5.8963 2020-07-28 02:15:32,255 - mmaction - INFO - Epoch [154][200/3757] lr: 5.450e-03, eta: 17:40:21, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4781, top5_acc: 0.7195, loss_cls: 2.3307, loss: 2.3307, grad_norm: 5.9585 2020-07-28 02:15:44,172 - mmaction - INFO - Epoch [154][220/3757] lr: 5.450e-03, eta: 17:40:08, time: 0.596, data_time: 0.031, memory: 5232, top1_acc: 0.4680, top5_acc: 0.6977, loss_cls: 2.3976, loss: 2.3976, grad_norm: 5.9242 2020-07-28 02:15:55,552 - mmaction - INFO - Epoch [154][240/3757] lr: 5.450e-03, eta: 17:39:55, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4695, top5_acc: 0.6937, loss_cls: 2.3763, loss: 2.3763, grad_norm: 5.9690 2020-07-28 02:16:06,950 - mmaction - INFO - Epoch [154][260/3757] lr: 5.450e-03, eta: 17:39:42, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4781, top5_acc: 0.7063, loss_cls: 2.3691, loss: 2.3691, grad_norm: 5.9706 2020-07-28 02:16:18,380 - mmaction - INFO - Epoch [154][280/3757] lr: 5.450e-03, eta: 17:39:29, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.4836, top5_acc: 0.7172, loss_cls: 2.2815, loss: 2.2815, grad_norm: 5.8801 2020-07-28 02:16:29,777 - mmaction - INFO - Epoch [154][300/3757] lr: 5.450e-03, eta: 17:39:17, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4758, top5_acc: 0.7188, loss_cls: 2.3136, loss: 2.3136, grad_norm: 5.9379 2020-07-28 02:16:41,224 - mmaction - INFO - Epoch [154][320/3757] lr: 5.450e-03, eta: 17:39:04, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4758, top5_acc: 0.6992, loss_cls: 2.3257, loss: 2.3257, grad_norm: 5.7769 2020-07-28 02:16:53,094 - mmaction - INFO - Epoch [154][340/3757] lr: 5.450e-03, eta: 17:38:51, time: 0.594, data_time: 0.027, memory: 5232, top1_acc: 0.4727, top5_acc: 0.7063, loss_cls: 2.3353, loss: 2.3353, grad_norm: 5.8781 2020-07-28 02:17:04,521 - mmaction - INFO - Epoch [154][360/3757] lr: 5.450e-03, eta: 17:38:38, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4750, top5_acc: 0.7047, loss_cls: 2.3424, loss: 2.3424, grad_norm: 5.9599 2020-07-28 02:17:15,925 - mmaction - INFO - Epoch [154][380/3757] lr: 5.450e-03, eta: 17:38:25, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.4828, top5_acc: 0.7086, loss_cls: 2.3222, loss: 2.3222, grad_norm: 5.9943 2020-07-28 02:17:27,356 - mmaction - INFO - Epoch [154][400/3757] lr: 5.450e-03, eta: 17:38:13, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4820, top5_acc: 0.7180, loss_cls: 2.3323, loss: 2.3323, grad_norm: 5.9120 2020-07-28 02:17:38,741 - mmaction - INFO - Epoch [154][420/3757] lr: 5.450e-03, eta: 17:38:00, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4766, top5_acc: 0.7195, loss_cls: 2.2933, loss: 2.2933, grad_norm: 5.8998 2020-07-28 02:17:50,166 - mmaction - INFO - Epoch [154][440/3757] lr: 5.450e-03, eta: 17:37:47, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4891, top5_acc: 0.6969, loss_cls: 2.3530, loss: 2.3530, grad_norm: 5.8153 2020-07-28 02:18:01,534 - mmaction - INFO - Epoch [154][460/3757] lr: 5.450e-03, eta: 17:37:34, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4961, top5_acc: 0.7148, loss_cls: 2.2584, loss: 2.2584, grad_norm: 5.8287 2020-07-28 02:18:13,055 - mmaction - INFO - Epoch [154][480/3757] lr: 5.450e-03, eta: 17:37:21, time: 0.576, data_time: 0.010, memory: 5232, top1_acc: 0.4742, top5_acc: 0.7156, loss_cls: 2.3023, loss: 2.3023, grad_norm: 5.8674 2020-07-28 02:18:24,426 - mmaction - INFO - Epoch [154][500/3757] lr: 5.450e-03, eta: 17:37:08, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4789, top5_acc: 0.6836, loss_cls: 2.3753, loss: 2.3753, grad_norm: 5.9220 2020-07-28 02:18:35,853 - mmaction - INFO - Epoch [154][520/3757] lr: 5.450e-03, eta: 17:36:56, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4906, top5_acc: 0.7312, loss_cls: 2.2585, loss: 2.2585, grad_norm: 5.9124 2020-07-28 02:18:47,290 - mmaction - INFO - Epoch [154][540/3757] lr: 5.450e-03, eta: 17:36:43, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4844, top5_acc: 0.7109, loss_cls: 2.3027, loss: 2.3027, grad_norm: 5.8259 2020-07-28 02:18:58,653 - mmaction - INFO - Epoch [154][560/3757] lr: 5.450e-03, eta: 17:36:30, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4734, top5_acc: 0.7141, loss_cls: 2.2813, loss: 2.2813, grad_norm: 6.0222 2020-07-28 02:19:10,109 - mmaction - INFO - Epoch [154][580/3757] lr: 5.450e-03, eta: 17:36:17, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4703, top5_acc: 0.7031, loss_cls: 2.3337, loss: 2.3337, grad_norm: 6.0242 2020-07-28 02:19:21,617 - mmaction - INFO - Epoch [154][600/3757] lr: 5.450e-03, eta: 17:36:04, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4984, top5_acc: 0.7227, loss_cls: 2.2383, loss: 2.2383, grad_norm: 5.8917 2020-07-28 02:19:37,088 - mmaction - INFO - Epoch [154][620/3757] lr: 5.450e-03, eta: 17:35:52, time: 0.773, data_time: 0.160, memory: 5232, top1_acc: 0.4750, top5_acc: 0.7047, loss_cls: 2.3501, loss: 2.3501, grad_norm: 6.0453 2020-07-28 02:19:48,815 - mmaction - INFO - Epoch [154][640/3757] lr: 5.450e-03, eta: 17:35:40, time: 0.586, data_time: 0.022, memory: 5232, top1_acc: 0.4844, top5_acc: 0.7211, loss_cls: 2.2987, loss: 2.2987, grad_norm: 6.1447 2020-07-28 02:20:00,569 - mmaction - INFO - Epoch [154][660/3757] lr: 5.450e-03, eta: 17:35:27, time: 0.588, data_time: 0.016, memory: 5232, top1_acc: 0.4844, top5_acc: 0.7008, loss_cls: 2.3304, loss: 2.3304, grad_norm: 5.9029 2020-07-28 02:20:12,315 - mmaction - INFO - Epoch [154][680/3757] lr: 5.450e-03, eta: 17:35:14, time: 0.587, data_time: 0.025, memory: 5232, top1_acc: 0.4602, top5_acc: 0.6898, loss_cls: 2.3780, loss: 2.3780, grad_norm: 6.0653 2020-07-28 02:20:24,048 - mmaction - INFO - Epoch [154][700/3757] lr: 5.450e-03, eta: 17:35:01, time: 0.586, data_time: 0.015, memory: 5232, top1_acc: 0.4758, top5_acc: 0.7117, loss_cls: 2.2943, loss: 2.2943, grad_norm: 6.0205 2020-07-28 02:20:35,941 - mmaction - INFO - Epoch [154][720/3757] lr: 5.450e-03, eta: 17:34:49, time: 0.595, data_time: 0.028, memory: 5232, top1_acc: 0.4547, top5_acc: 0.6937, loss_cls: 2.3940, loss: 2.3940, grad_norm: 6.0192 2020-07-28 02:20:47,353 - mmaction - INFO - Epoch [154][740/3757] lr: 5.450e-03, eta: 17:34:36, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4805, top5_acc: 0.7078, loss_cls: 2.2986, loss: 2.2986, grad_norm: 5.9942 2020-07-28 02:20:58,735 - mmaction - INFO - Epoch [154][760/3757] lr: 5.450e-03, eta: 17:34:23, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4695, top5_acc: 0.7078, loss_cls: 2.3074, loss: 2.3074, grad_norm: 5.9392 2020-07-28 02:21:10,704 - mmaction - INFO - Epoch [154][780/3757] lr: 5.450e-03, eta: 17:34:10, time: 0.598, data_time: 0.038, memory: 5232, top1_acc: 0.5086, top5_acc: 0.7242, loss_cls: 2.2194, loss: 2.2194, grad_norm: 5.9076 2020-07-28 02:21:22,096 - mmaction - INFO - Epoch [154][800/3757] lr: 5.450e-03, eta: 17:33:57, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4711, top5_acc: 0.7203, loss_cls: 2.3025, loss: 2.3025, grad_norm: 5.8817 2020-07-28 02:21:33,577 - mmaction - INFO - Epoch [154][820/3757] lr: 5.450e-03, eta: 17:33:45, time: 0.574, data_time: 0.011, memory: 5232, top1_acc: 0.4609, top5_acc: 0.6914, loss_cls: 2.3595, loss: 2.3595, grad_norm: 5.9964 2020-07-28 02:21:44,952 - mmaction - INFO - Epoch [154][840/3757] lr: 5.450e-03, eta: 17:33:32, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4727, top5_acc: 0.7016, loss_cls: 2.3287, loss: 2.3287, grad_norm: 6.1949 2020-07-28 02:21:56,414 - mmaction - INFO - Epoch [154][860/3757] lr: 5.450e-03, eta: 17:33:19, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4547, top5_acc: 0.6930, loss_cls: 2.4038, loss: 2.4038, grad_norm: 6.1117 2020-07-28 02:22:07,824 - mmaction - INFO - Epoch [154][880/3757] lr: 5.450e-03, eta: 17:33:06, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4664, top5_acc: 0.7000, loss_cls: 2.4050, loss: 2.4050, grad_norm: 6.1393 2020-07-28 02:22:19,264 - mmaction - INFO - Epoch [154][900/3757] lr: 5.450e-03, eta: 17:32:53, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4477, top5_acc: 0.6773, loss_cls: 2.4626, loss: 2.4626, grad_norm: 6.1824 2020-07-28 02:22:30,649 - mmaction - INFO - Epoch [154][920/3757] lr: 5.450e-03, eta: 17:32:40, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.4633, top5_acc: 0.7219, loss_cls: 2.2505, loss: 2.2505, grad_norm: 5.9326 2020-07-28 02:22:42,045 - mmaction - INFO - Epoch [154][940/3757] lr: 5.450e-03, eta: 17:32:28, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4867, top5_acc: 0.7117, loss_cls: 2.2924, loss: 2.2924, grad_norm: 5.8606 2020-07-28 02:22:53,562 - mmaction - INFO - Epoch [154][960/3757] lr: 5.450e-03, eta: 17:32:15, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4992, top5_acc: 0.7172, loss_cls: 2.2355, loss: 2.2355, grad_norm: 5.9557 2020-07-28 02:23:05,026 - mmaction - INFO - Epoch [154][980/3757] lr: 5.450e-03, eta: 17:32:02, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4570, top5_acc: 0.6984, loss_cls: 2.3501, loss: 2.3501, grad_norm: 5.8343 2020-07-28 02:23:16,546 - mmaction - INFO - Epoch [154][1000/3757] lr: 5.450e-03, eta: 17:31:49, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4648, top5_acc: 0.6789, loss_cls: 2.3802, loss: 2.3802, grad_norm: 6.1813 2020-07-28 02:23:27,970 - mmaction - INFO - Epoch [154][1020/3757] lr: 5.450e-03, eta: 17:31:36, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4711, top5_acc: 0.7008, loss_cls: 2.3600, loss: 2.3600, grad_norm: 6.0460 2020-07-28 02:23:39,464 - mmaction - INFO - Epoch [154][1040/3757] lr: 5.450e-03, eta: 17:31:24, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4562, top5_acc: 0.6961, loss_cls: 2.3840, loss: 2.3840, grad_norm: 5.9677 2020-07-28 02:23:50,790 - mmaction - INFO - Epoch [154][1060/3757] lr: 5.450e-03, eta: 17:31:11, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4742, top5_acc: 0.7117, loss_cls: 2.2892, loss: 2.2892, grad_norm: 6.0154 2020-07-28 02:24:02,229 - mmaction - INFO - Epoch [154][1080/3757] lr: 5.450e-03, eta: 17:30:58, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4734, top5_acc: 0.7227, loss_cls: 2.3570, loss: 2.3570, grad_norm: 6.1716 2020-07-28 02:24:13,680 - mmaction - INFO - Epoch [154][1100/3757] lr: 5.450e-03, eta: 17:30:45, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4703, top5_acc: 0.7102, loss_cls: 2.3432, loss: 2.3432, grad_norm: 6.0292 2020-07-28 02:24:25,160 - mmaction - INFO - Epoch [154][1120/3757] lr: 5.450e-03, eta: 17:30:32, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4844, top5_acc: 0.6875, loss_cls: 2.4070, loss: 2.4070, grad_norm: 6.0539 2020-07-28 02:24:36,622 - mmaction - INFO - Epoch [154][1140/3757] lr: 5.450e-03, eta: 17:30:19, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4656, top5_acc: 0.7039, loss_cls: 2.3237, loss: 2.3237, grad_norm: 5.9423 2020-07-28 02:24:48,758 - mmaction - INFO - Epoch [154][1160/3757] lr: 5.450e-03, eta: 17:30:07, time: 0.607, data_time: 0.041, memory: 5232, top1_acc: 0.4859, top5_acc: 0.7227, loss_cls: 2.2358, loss: 2.2358, grad_norm: 5.8123 2020-07-28 02:25:00,257 - mmaction - INFO - Epoch [154][1180/3757] lr: 5.450e-03, eta: 17:29:54, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4734, top5_acc: 0.7031, loss_cls: 2.3844, loss: 2.3844, grad_norm: 6.0650 2020-07-28 02:25:11,693 - mmaction - INFO - Epoch [154][1200/3757] lr: 5.450e-03, eta: 17:29:41, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4891, top5_acc: 0.7172, loss_cls: 2.2980, loss: 2.2980, grad_norm: 5.8415 2020-07-28 02:25:23,123 - mmaction - INFO - Epoch [154][1220/3757] lr: 5.450e-03, eta: 17:29:28, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4984, top5_acc: 0.7273, loss_cls: 2.2523, loss: 2.2523, grad_norm: 5.9748 2020-07-28 02:25:34,586 - mmaction - INFO - Epoch [154][1240/3757] lr: 5.450e-03, eta: 17:29:16, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4641, top5_acc: 0.6922, loss_cls: 2.4003, loss: 2.4003, grad_norm: 6.1157 2020-07-28 02:25:46,060 - mmaction - INFO - Epoch [154][1260/3757] lr: 5.450e-03, eta: 17:29:03, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4789, top5_acc: 0.6992, loss_cls: 2.3926, loss: 2.3926, grad_norm: 6.0284 2020-07-28 02:25:57,551 - mmaction - INFO - Epoch [154][1280/3757] lr: 5.450e-03, eta: 17:28:50, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.4703, top5_acc: 0.7195, loss_cls: 2.3050, loss: 2.3050, grad_norm: 6.1835 2020-07-28 02:26:09,098 - mmaction - INFO - Epoch [154][1300/3757] lr: 5.450e-03, eta: 17:28:37, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.4727, top5_acc: 0.7117, loss_cls: 2.3895, loss: 2.3895, grad_norm: 6.0633 2020-07-28 02:26:20,468 - mmaction - INFO - Epoch [154][1320/3757] lr: 5.450e-03, eta: 17:28:24, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.4711, top5_acc: 0.7141, loss_cls: 2.3303, loss: 2.3303, grad_norm: 6.0736 2020-07-28 02:26:31,886 - mmaction - INFO - Epoch [154][1340/3757] lr: 5.450e-03, eta: 17:28:11, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4742, top5_acc: 0.7117, loss_cls: 2.3227, loss: 2.3227, grad_norm: 5.9304 2020-07-28 02:26:43,323 - mmaction - INFO - Epoch [154][1360/3757] lr: 5.450e-03, eta: 17:27:59, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4766, top5_acc: 0.7125, loss_cls: 2.3216, loss: 2.3216, grad_norm: 5.8557 2020-07-28 02:26:54,785 - mmaction - INFO - Epoch [154][1380/3757] lr: 5.450e-03, eta: 17:27:46, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4633, top5_acc: 0.6977, loss_cls: 2.3680, loss: 2.3680, grad_norm: 5.8653 2020-07-28 02:27:06,193 - mmaction - INFO - Epoch [154][1400/3757] lr: 5.450e-03, eta: 17:27:33, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4734, top5_acc: 0.7156, loss_cls: 2.2693, loss: 2.2693, grad_norm: 6.0997 2020-07-28 02:27:17,689 - mmaction - INFO - Epoch [154][1420/3757] lr: 5.450e-03, eta: 17:27:20, time: 0.575, data_time: 0.012, memory: 5232, top1_acc: 0.4844, top5_acc: 0.7164, loss_cls: 2.2722, loss: 2.2722, grad_norm: 5.8318 2020-07-28 02:27:29,017 - mmaction - INFO - Epoch [154][1440/3757] lr: 5.450e-03, eta: 17:27:07, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4977, top5_acc: 0.7320, loss_cls: 2.2064, loss: 2.2064, grad_norm: 5.9162 2020-07-28 02:27:40,389 - mmaction - INFO - Epoch [154][1460/3757] lr: 5.450e-03, eta: 17:26:55, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4758, top5_acc: 0.7031, loss_cls: 2.3279, loss: 2.3279, grad_norm: 5.9680 2020-07-28 02:27:51,839 - mmaction - INFO - Epoch [154][1480/3757] lr: 5.450e-03, eta: 17:26:42, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4781, top5_acc: 0.7102, loss_cls: 2.3238, loss: 2.3238, grad_norm: 6.0662 2020-07-28 02:28:03,280 - mmaction - INFO - Epoch [154][1500/3757] lr: 5.450e-03, eta: 17:26:29, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4836, top5_acc: 0.7125, loss_cls: 2.2931, loss: 2.2931, grad_norm: 6.0216 2020-07-28 02:28:19,090 - mmaction - INFO - Epoch [154][1520/3757] lr: 5.450e-03, eta: 17:26:17, time: 0.791, data_time: 0.144, memory: 5232, top1_acc: 0.4844, top5_acc: 0.6961, loss_cls: 2.3866, loss: 2.3866, grad_norm: 6.0337 2020-07-28 02:28:30,935 - mmaction - INFO - Epoch [154][1540/3757] lr: 5.450e-03, eta: 17:26:04, time: 0.592, data_time: 0.022, memory: 5232, top1_acc: 0.4719, top5_acc: 0.6984, loss_cls: 2.3799, loss: 2.3799, grad_norm: 5.9549 2020-07-28 02:28:42,617 - mmaction - INFO - Epoch [154][1560/3757] lr: 5.450e-03, eta: 17:25:52, time: 0.584, data_time: 0.018, memory: 5232, top1_acc: 0.4703, top5_acc: 0.6992, loss_cls: 2.3672, loss: 2.3672, grad_norm: 5.9652 2020-07-28 02:28:54,425 - mmaction - INFO - Epoch [154][1580/3757] lr: 5.450e-03, eta: 17:25:39, time: 0.590, data_time: 0.021, memory: 5232, top1_acc: 0.4680, top5_acc: 0.7141, loss_cls: 2.3117, loss: 2.3117, grad_norm: 6.1567 2020-07-28 02:29:06,159 - mmaction - INFO - Epoch [154][1600/3757] lr: 5.450e-03, eta: 17:25:26, time: 0.586, data_time: 0.017, memory: 5232, top1_acc: 0.4930, top5_acc: 0.7063, loss_cls: 2.3337, loss: 2.3337, grad_norm: 6.2161 2020-07-28 02:29:17,567 - mmaction - INFO - Epoch [154][1620/3757] lr: 5.450e-03, eta: 17:25:13, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4586, top5_acc: 0.6914, loss_cls: 2.3747, loss: 2.3747, grad_norm: 6.1723 2020-07-28 02:29:29,628 - mmaction - INFO - Epoch [154][1640/3757] lr: 5.450e-03, eta: 17:25:01, time: 0.602, data_time: 0.040, memory: 5232, top1_acc: 0.4656, top5_acc: 0.7102, loss_cls: 2.3333, loss: 2.3333, grad_norm: 6.0050 2020-07-28 02:29:40,977 - mmaction - INFO - Epoch [154][1660/3757] lr: 5.450e-03, eta: 17:24:48, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.4797, top5_acc: 0.7195, loss_cls: 2.2943, loss: 2.2943, grad_norm: 5.9414 2020-07-28 02:29:52,454 - mmaction - INFO - Epoch [154][1680/3757] lr: 5.450e-03, eta: 17:24:35, time: 0.574, data_time: 0.005, memory: 5232, top1_acc: 0.4961, top5_acc: 0.7289, loss_cls: 2.2309, loss: 2.2309, grad_norm: 5.8501 2020-07-28 02:30:03,963 - mmaction - INFO - Epoch [154][1700/3757] lr: 5.450e-03, eta: 17:24:22, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5117, top5_acc: 0.7281, loss_cls: 2.2550, loss: 2.2550, grad_norm: 5.9204 2020-07-28 02:30:15,375 - mmaction - INFO - Epoch [154][1720/3757] lr: 5.450e-03, eta: 17:24:09, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4773, top5_acc: 0.7063, loss_cls: 2.3533, loss: 2.3533, grad_norm: 6.1286 2020-07-28 02:30:27,335 - mmaction - INFO - Epoch [154][1740/3757] lr: 5.450e-03, eta: 17:23:57, time: 0.599, data_time: 0.025, memory: 5232, top1_acc: 0.4625, top5_acc: 0.6930, loss_cls: 2.3720, loss: 2.3720, grad_norm: 5.9231 2020-07-28 02:30:38,780 - mmaction - INFO - Epoch [154][1760/3757] lr: 5.450e-03, eta: 17:23:44, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.4859, top5_acc: 0.7117, loss_cls: 2.3176, loss: 2.3176, grad_norm: 5.9340 2020-07-28 02:30:50,304 - mmaction - INFO - Epoch [154][1780/3757] lr: 5.450e-03, eta: 17:23:31, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.4813, top5_acc: 0.7195, loss_cls: 2.2786, loss: 2.2786, grad_norm: 5.8697 2020-07-28 02:31:02,023 - mmaction - INFO - Epoch [154][1800/3757] lr: 5.450e-03, eta: 17:23:18, time: 0.586, data_time: 0.018, memory: 5232, top1_acc: 0.4656, top5_acc: 0.7047, loss_cls: 2.3483, loss: 2.3483, grad_norm: 6.1484 2020-07-28 02:31:13,431 - mmaction - INFO - Epoch [154][1820/3757] lr: 5.450e-03, eta: 17:23:05, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4758, top5_acc: 0.6891, loss_cls: 2.4248, loss: 2.4248, grad_norm: 6.2119 2020-07-28 02:31:24,783 - mmaction - INFO - Epoch [154][1840/3757] lr: 5.450e-03, eta: 17:22:53, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4859, top5_acc: 0.7086, loss_cls: 2.3085, loss: 2.3085, grad_norm: 5.7776 2020-07-28 02:31:36,209 - mmaction - INFO - Epoch [154][1860/3757] lr: 5.450e-03, eta: 17:22:40, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4664, top5_acc: 0.6937, loss_cls: 2.3829, loss: 2.3829, grad_norm: 6.0615 2020-07-28 02:31:47,934 - mmaction - INFO - Epoch [154][1880/3757] lr: 5.450e-03, eta: 17:22:27, time: 0.586, data_time: 0.014, memory: 5232, top1_acc: 0.4797, top5_acc: 0.7094, loss_cls: 2.3094, loss: 2.3094, grad_norm: 5.9336 2020-07-28 02:31:59,782 - mmaction - INFO - Epoch [154][1900/3757] lr: 5.450e-03, eta: 17:22:14, time: 0.593, data_time: 0.024, memory: 5232, top1_acc: 0.4500, top5_acc: 0.6742, loss_cls: 2.5149, loss: 2.5149, grad_norm: 6.1320 2020-07-28 02:32:12,507 - mmaction - INFO - Epoch [154][1920/3757] lr: 5.450e-03, eta: 17:22:02, time: 0.636, data_time: 0.058, memory: 5232, top1_acc: 0.4773, top5_acc: 0.7023, loss_cls: 2.3563, loss: 2.3563, grad_norm: 5.9734 2020-07-28 02:32:23,896 - mmaction - INFO - Epoch [154][1940/3757] lr: 5.450e-03, eta: 17:21:49, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.4719, top5_acc: 0.7148, loss_cls: 2.3081, loss: 2.3081, grad_norm: 5.9098 2020-07-28 02:32:35,628 - mmaction - INFO - Epoch [154][1960/3757] lr: 5.450e-03, eta: 17:21:36, time: 0.587, data_time: 0.015, memory: 5232, top1_acc: 0.4648, top5_acc: 0.7063, loss_cls: 2.3197, loss: 2.3197, grad_norm: 6.0092 2020-07-28 02:32:47,102 - mmaction - INFO - Epoch [154][1980/3757] lr: 5.450e-03, eta: 17:21:23, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4727, top5_acc: 0.6875, loss_cls: 2.3882, loss: 2.3882, grad_norm: 5.9597 2020-07-28 02:32:58,511 - mmaction - INFO - Epoch [154][2000/3757] lr: 5.450e-03, eta: 17:21:11, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4906, top5_acc: 0.7211, loss_cls: 2.2643, loss: 2.2643, grad_norm: 5.9493 2020-07-28 02:33:09,957 - mmaction - INFO - Epoch [154][2020/3757] lr: 5.450e-03, eta: 17:20:58, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4586, top5_acc: 0.7094, loss_cls: 2.3795, loss: 2.3795, grad_norm: 6.0868 2020-07-28 02:33:21,466 - mmaction - INFO - Epoch [154][2040/3757] lr: 5.450e-03, eta: 17:20:45, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4734, top5_acc: 0.7094, loss_cls: 2.3201, loss: 2.3201, grad_norm: 6.0740 2020-07-28 02:33:32,768 - mmaction - INFO - Epoch [154][2060/3757] lr: 5.450e-03, eta: 17:20:32, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.4703, top5_acc: 0.7109, loss_cls: 2.3018, loss: 2.3018, grad_norm: 5.8708 2020-07-28 02:33:44,270 - mmaction - INFO - Epoch [154][2080/3757] lr: 5.450e-03, eta: 17:20:19, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4703, top5_acc: 0.7031, loss_cls: 2.3166, loss: 2.3166, grad_norm: 5.8887 2020-07-28 02:33:55,688 - mmaction - INFO - Epoch [154][2100/3757] lr: 5.450e-03, eta: 17:20:06, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4773, top5_acc: 0.6930, loss_cls: 2.3823, loss: 2.3823, grad_norm: 6.0739 2020-07-28 02:34:07,115 - mmaction - INFO - Epoch [154][2120/3757] lr: 5.450e-03, eta: 17:19:54, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4578, top5_acc: 0.6875, loss_cls: 2.3639, loss: 2.3639, grad_norm: 5.9574 2020-07-28 02:34:18,640 - mmaction - INFO - Epoch [154][2140/3757] lr: 5.450e-03, eta: 17:19:41, time: 0.577, data_time: 0.010, memory: 5232, top1_acc: 0.4688, top5_acc: 0.7133, loss_cls: 2.3255, loss: 2.3255, grad_norm: 5.9418 2020-07-28 02:34:30,030 - mmaction - INFO - Epoch [154][2160/3757] lr: 5.450e-03, eta: 17:19:28, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4859, top5_acc: 0.7352, loss_cls: 2.2188, loss: 2.2188, grad_norm: 5.9694 2020-07-28 02:34:41,518 - mmaction - INFO - Epoch [154][2180/3757] lr: 5.450e-03, eta: 17:19:15, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4641, top5_acc: 0.6883, loss_cls: 2.4182, loss: 2.4182, grad_norm: 5.9813 2020-07-28 02:34:53,535 - mmaction - INFO - Epoch [154][2200/3757] lr: 5.450e-03, eta: 17:19:02, time: 0.601, data_time: 0.037, memory: 5232, top1_acc: 0.4805, top5_acc: 0.7000, loss_cls: 2.3356, loss: 2.3356, grad_norm: 6.0347 2020-07-28 02:35:05,046 - mmaction - INFO - Epoch [154][2220/3757] lr: 5.450e-03, eta: 17:18:50, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4758, top5_acc: 0.7063, loss_cls: 2.3024, loss: 2.3024, grad_norm: 5.8559 2020-07-28 02:35:16,477 - mmaction - INFO - Epoch [154][2240/3757] lr: 5.450e-03, eta: 17:18:37, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4656, top5_acc: 0.7031, loss_cls: 2.3436, loss: 2.3436, grad_norm: 5.9896 2020-07-28 02:35:28,448 - mmaction - INFO - Epoch [154][2260/3757] lr: 5.450e-03, eta: 17:18:24, time: 0.598, data_time: 0.036, memory: 5232, top1_acc: 0.4719, top5_acc: 0.7203, loss_cls: 2.2811, loss: 2.2811, grad_norm: 5.9225 2020-07-28 02:35:39,844 - mmaction - INFO - Epoch [154][2280/3757] lr: 5.450e-03, eta: 17:18:11, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.4492, top5_acc: 0.6922, loss_cls: 2.4023, loss: 2.4023, grad_norm: 6.1362 2020-07-28 02:35:51,339 - mmaction - INFO - Epoch [154][2300/3757] lr: 5.450e-03, eta: 17:17:59, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4648, top5_acc: 0.7047, loss_cls: 2.3447, loss: 2.3447, grad_norm: 6.0752 2020-07-28 02:36:02,726 - mmaction - INFO - Epoch [154][2320/3757] lr: 5.450e-03, eta: 17:17:46, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4641, top5_acc: 0.6945, loss_cls: 2.3273, loss: 2.3273, grad_norm: 6.0062 2020-07-28 02:36:14,221 - mmaction - INFO - Epoch [154][2340/3757] lr: 5.450e-03, eta: 17:17:33, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4898, top5_acc: 0.7141, loss_cls: 2.2614, loss: 2.2614, grad_norm: 5.9752 2020-07-28 02:36:25,643 - mmaction - INFO - Epoch [154][2360/3757] lr: 5.450e-03, eta: 17:17:20, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4625, top5_acc: 0.7109, loss_cls: 2.3846, loss: 2.3846, grad_norm: 6.0679 2020-07-28 02:36:37,068 - mmaction - INFO - Epoch [154][2380/3757] lr: 5.450e-03, eta: 17:17:07, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4945, top5_acc: 0.7367, loss_cls: 2.2019, loss: 2.2019, grad_norm: 5.8844 2020-07-28 02:36:48,595 - mmaction - INFO - Epoch [154][2400/3757] lr: 5.450e-03, eta: 17:16:54, time: 0.576, data_time: 0.006, memory: 5232, top1_acc: 0.4922, top5_acc: 0.7141, loss_cls: 2.2617, loss: 2.2617, grad_norm: 5.8500 2020-07-28 02:37:00,067 - mmaction - INFO - Epoch [154][2420/3757] lr: 5.450e-03, eta: 17:16:42, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.4805, top5_acc: 0.6992, loss_cls: 2.3913, loss: 2.3913, grad_norm: 6.0906 2020-07-28 02:37:11,545 - mmaction - INFO - Epoch [154][2440/3757] lr: 5.450e-03, eta: 17:16:29, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4594, top5_acc: 0.7055, loss_cls: 2.3530, loss: 2.3530, grad_norm: 6.2227 2020-07-28 02:37:24,742 - mmaction - INFO - Epoch [154][2460/3757] lr: 5.450e-03, eta: 17:16:16, time: 0.660, data_time: 0.036, memory: 5232, top1_acc: 0.4555, top5_acc: 0.7070, loss_cls: 2.3250, loss: 2.3250, grad_norm: 6.0160 2020-07-28 02:37:36,179 - mmaction - INFO - Epoch [154][2480/3757] lr: 5.450e-03, eta: 17:16:04, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4945, top5_acc: 0.7211, loss_cls: 2.2628, loss: 2.2628, grad_norm: 6.0055 2020-07-28 02:37:48,821 - mmaction - INFO - Epoch [154][2500/3757] lr: 5.450e-03, eta: 17:15:51, time: 0.632, data_time: 0.064, memory: 5232, top1_acc: 0.4703, top5_acc: 0.7203, loss_cls: 2.3104, loss: 2.3104, grad_norm: 5.8835 2020-07-28 02:38:03,336 - mmaction - INFO - Epoch [154][2520/3757] lr: 5.450e-03, eta: 17:15:39, time: 0.726, data_time: 0.003, memory: 5232, top1_acc: 0.4930, top5_acc: 0.7227, loss_cls: 2.2605, loss: 2.2605, grad_norm: 5.8406 2020-07-28 02:38:16,483 - mmaction - INFO - Epoch [154][2540/3757] lr: 5.450e-03, eta: 17:15:27, time: 0.657, data_time: 0.003, memory: 5232, top1_acc: 0.4531, top5_acc: 0.6914, loss_cls: 2.4337, loss: 2.4337, grad_norm: 6.2868 2020-07-28 02:38:29,615 - mmaction - INFO - Epoch [154][2560/3757] lr: 5.450e-03, eta: 17:15:14, time: 0.657, data_time: 0.040, memory: 5232, top1_acc: 0.4805, top5_acc: 0.7078, loss_cls: 2.2901, loss: 2.2901, grad_norm: 6.0747 2020-07-28 02:38:41,178 - mmaction - INFO - Epoch [154][2580/3757] lr: 5.450e-03, eta: 17:15:01, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.4703, top5_acc: 0.7172, loss_cls: 2.3181, loss: 2.3181, grad_norm: 6.0133 2020-07-28 02:38:53,704 - mmaction - INFO - Epoch [154][2600/3757] lr: 5.450e-03, eta: 17:14:49, time: 0.625, data_time: 0.003, memory: 5232, top1_acc: 0.4570, top5_acc: 0.7000, loss_cls: 2.3680, loss: 2.3680, grad_norm: 6.0619 2020-07-28 02:39:06,738 - mmaction - INFO - Epoch [154][2620/3757] lr: 5.450e-03, eta: 17:14:36, time: 0.652, data_time: 0.057, memory: 5232, top1_acc: 0.4648, top5_acc: 0.7070, loss_cls: 2.3731, loss: 2.3731, grad_norm: 6.2106 2020-07-28 02:39:18,494 - mmaction - INFO - Epoch [154][2640/3757] lr: 5.450e-03, eta: 17:14:24, time: 0.588, data_time: 0.025, memory: 5232, top1_acc: 0.4688, top5_acc: 0.6961, loss_cls: 2.4223, loss: 2.4223, grad_norm: 6.2735 2020-07-28 02:39:29,832 - mmaction - INFO - Epoch [154][2660/3757] lr: 5.450e-03, eta: 17:14:11, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4719, top5_acc: 0.6953, loss_cls: 2.3695, loss: 2.3695, grad_norm: 6.0685 2020-07-28 02:39:42,225 - mmaction - INFO - Epoch [154][2680/3757] lr: 5.450e-03, eta: 17:13:58, time: 0.619, data_time: 0.003, memory: 5232, top1_acc: 0.4648, top5_acc: 0.7016, loss_cls: 2.3782, loss: 2.3782, grad_norm: 6.0010 2020-07-28 02:39:53,604 - mmaction - INFO - Epoch [154][2700/3757] lr: 5.450e-03, eta: 17:13:45, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4453, top5_acc: 0.6883, loss_cls: 2.4716, loss: 2.4716, grad_norm: 6.1801 2020-07-28 02:40:06,151 - mmaction - INFO - Epoch [154][2720/3757] lr: 5.450e-03, eta: 17:13:33, time: 0.627, data_time: 0.004, memory: 5232, top1_acc: 0.4516, top5_acc: 0.6945, loss_cls: 2.3897, loss: 2.3897, grad_norm: 5.8722 2020-07-28 02:40:18,737 - mmaction - INFO - Epoch [154][2740/3757] lr: 5.450e-03, eta: 17:13:20, time: 0.629, data_time: 0.004, memory: 5232, top1_acc: 0.4617, top5_acc: 0.7055, loss_cls: 2.3598, loss: 2.3598, grad_norm: 5.8719 2020-07-28 02:40:31,242 - mmaction - INFO - Epoch [154][2760/3757] lr: 5.450e-03, eta: 17:13:08, time: 0.625, data_time: 0.058, memory: 5232, top1_acc: 0.4531, top5_acc: 0.6914, loss_cls: 2.4226, loss: 2.4226, grad_norm: 6.0938 2020-07-28 02:40:42,710 - mmaction - INFO - Epoch [154][2780/3757] lr: 5.450e-03, eta: 17:12:55, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4805, top5_acc: 0.6984, loss_cls: 2.3680, loss: 2.3680, grad_norm: 6.1361 2020-07-28 02:40:54,180 - mmaction - INFO - Epoch [154][2800/3757] lr: 5.450e-03, eta: 17:12:42, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4633, top5_acc: 0.6758, loss_cls: 2.4042, loss: 2.4042, grad_norm: 6.2100 2020-07-28 02:41:05,579 - mmaction - INFO - Epoch [154][2820/3757] lr: 5.450e-03, eta: 17:12:29, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.4414, top5_acc: 0.7000, loss_cls: 2.3955, loss: 2.3955, grad_norm: 6.2227 2020-07-28 02:41:17,006 - mmaction - INFO - Epoch [154][2840/3757] lr: 5.450e-03, eta: 17:12:16, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.4766, top5_acc: 0.6984, loss_cls: 2.3959, loss: 2.3959, grad_norm: 5.9785 2020-07-28 02:41:28,460 - mmaction - INFO - Epoch [154][2860/3757] lr: 5.450e-03, eta: 17:12:04, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4758, top5_acc: 0.7070, loss_cls: 2.3073, loss: 2.3073, grad_norm: 5.7998 2020-07-28 02:41:39,844 - mmaction - INFO - Epoch [154][2880/3757] lr: 5.450e-03, eta: 17:11:51, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4781, top5_acc: 0.7148, loss_cls: 2.3234, loss: 2.3234, grad_norm: 5.8689 2020-07-28 02:41:53,324 - mmaction - INFO - Epoch [154][2900/3757] lr: 5.450e-03, eta: 17:11:38, time: 0.674, data_time: 0.003, memory: 5232, top1_acc: 0.4562, top5_acc: 0.6953, loss_cls: 2.3901, loss: 2.3901, grad_norm: 5.9360 2020-07-28 02:42:06,641 - mmaction - INFO - Epoch [154][2920/3757] lr: 5.450e-03, eta: 17:11:26, time: 0.666, data_time: 0.003, memory: 5232, top1_acc: 0.4852, top5_acc: 0.7031, loss_cls: 2.3369, loss: 2.3369, grad_norm: 6.0856 2020-07-28 02:42:22,725 - mmaction - INFO - Epoch [154][2940/3757] lr: 5.450e-03, eta: 17:11:14, time: 0.804, data_time: 0.003, memory: 5232, top1_acc: 0.4648, top5_acc: 0.7000, loss_cls: 2.3676, loss: 2.3676, grad_norm: 6.0678 2020-07-28 02:42:34,059 - mmaction - INFO - Epoch [154][2960/3757] lr: 5.450e-03, eta: 17:11:01, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4836, top5_acc: 0.7367, loss_cls: 2.2238, loss: 2.2238, grad_norm: 5.8949 2020-07-28 02:42:46,467 - mmaction - INFO - Epoch [154][2980/3757] lr: 5.450e-03, eta: 17:10:49, time: 0.620, data_time: 0.003, memory: 5232, top1_acc: 0.4750, top5_acc: 0.7000, loss_cls: 2.3947, loss: 2.3947, grad_norm: 5.9985 2020-07-28 02:43:05,515 - mmaction - INFO - Epoch [154][3000/3757] lr: 5.450e-03, eta: 17:10:38, time: 0.953, data_time: 0.003, memory: 5232, top1_acc: 0.4453, top5_acc: 0.6852, loss_cls: 2.4144, loss: 2.4144, grad_norm: 6.1802 2020-07-28 02:43:18,698 - mmaction - INFO - Epoch [154][3020/3757] lr: 5.450e-03, eta: 17:10:25, time: 0.659, data_time: 0.003, memory: 5232, top1_acc: 0.4844, top5_acc: 0.7047, loss_cls: 2.2982, loss: 2.2982, grad_norm: 6.1088 2020-07-28 02:43:33,843 - mmaction - INFO - Epoch [154][3040/3757] lr: 5.450e-03, eta: 17:10:13, time: 0.757, data_time: 0.003, memory: 5232, top1_acc: 0.4711, top5_acc: 0.6891, loss_cls: 2.4053, loss: 2.4053, grad_norm: 6.2320 2020-07-28 02:43:46,270 - mmaction - INFO - Epoch [154][3060/3757] lr: 5.450e-03, eta: 17:10:01, time: 0.621, data_time: 0.003, memory: 5232, top1_acc: 0.4813, top5_acc: 0.7211, loss_cls: 2.2766, loss: 2.2766, grad_norm: 5.9268 2020-07-28 02:43:58,788 - mmaction - INFO - Epoch [154][3080/3757] lr: 5.450e-03, eta: 17:09:48, time: 0.626, data_time: 0.003, memory: 5232, top1_acc: 0.4664, top5_acc: 0.6984, loss_cls: 2.3486, loss: 2.3486, grad_norm: 5.8436 2020-07-28 02:44:10,189 - mmaction - INFO - Epoch [154][3100/3757] lr: 5.450e-03, eta: 17:09:35, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.4773, top5_acc: 0.7117, loss_cls: 2.3424, loss: 2.3424, grad_norm: 5.8499 2020-07-28 02:44:21,568 - mmaction - INFO - Epoch [154][3120/3757] lr: 5.450e-03, eta: 17:09:22, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4617, top5_acc: 0.6797, loss_cls: 2.4180, loss: 2.4180, grad_norm: 6.0368 2020-07-28 02:44:34,040 - mmaction - INFO - Epoch [154][3140/3757] lr: 5.450e-03, eta: 17:09:10, time: 0.624, data_time: 0.003, memory: 5232, top1_acc: 0.4633, top5_acc: 0.7156, loss_cls: 2.2887, loss: 2.2887, grad_norm: 5.9387 2020-07-28 02:44:47,674 - mmaction - INFO - Epoch [154][3160/3757] lr: 5.450e-03, eta: 17:08:57, time: 0.682, data_time: 0.003, memory: 5232, top1_acc: 0.4750, top5_acc: 0.7109, loss_cls: 2.3086, loss: 2.3086, grad_norm: 6.0226 2020-07-28 02:44:59,435 - mmaction - INFO - Epoch [154][3180/3757] lr: 5.450e-03, eta: 17:08:45, time: 0.588, data_time: 0.023, memory: 5232, top1_acc: 0.4781, top5_acc: 0.7242, loss_cls: 2.3487, loss: 2.3487, grad_norm: 6.0313 2020-07-28 02:45:10,784 - mmaction - INFO - Epoch [154][3200/3757] lr: 5.450e-03, eta: 17:08:32, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4828, top5_acc: 0.7336, loss_cls: 2.2652, loss: 2.2652, grad_norm: 5.9820 2020-07-28 02:45:22,176 - mmaction - INFO - Epoch [154][3220/3757] lr: 5.450e-03, eta: 17:08:19, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4867, top5_acc: 0.7039, loss_cls: 2.2853, loss: 2.2853, grad_norm: 5.9319 2020-07-28 02:45:33,657 - mmaction - INFO - Epoch [154][3240/3757] lr: 5.450e-03, eta: 17:08:06, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.4648, top5_acc: 0.6906, loss_cls: 2.3631, loss: 2.3631, grad_norm: 5.9555 2020-07-28 02:45:45,088 - mmaction - INFO - Epoch [154][3260/3757] lr: 5.450e-03, eta: 17:07:53, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4883, top5_acc: 0.7055, loss_cls: 2.3083, loss: 2.3083, grad_norm: 5.9130 2020-07-28 02:45:56,441 - mmaction - INFO - Epoch [154][3280/3757] lr: 5.450e-03, eta: 17:07:41, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4813, top5_acc: 0.7266, loss_cls: 2.2714, loss: 2.2714, grad_norm: 5.9534 2020-07-28 02:46:07,873 - mmaction - INFO - Epoch [154][3300/3757] lr: 5.450e-03, eta: 17:07:28, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4711, top5_acc: 0.7203, loss_cls: 2.3124, loss: 2.3124, grad_norm: 6.1201 2020-07-28 02:46:19,474 - mmaction - INFO - Epoch [154][3320/3757] lr: 5.450e-03, eta: 17:07:15, time: 0.580, data_time: 0.015, memory: 5232, top1_acc: 0.4617, top5_acc: 0.7070, loss_cls: 2.3502, loss: 2.3502, grad_norm: 6.0983 2020-07-28 02:46:30,841 - mmaction - INFO - Epoch [154][3340/3757] lr: 5.450e-03, eta: 17:07:02, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4969, top5_acc: 0.7258, loss_cls: 2.2574, loss: 2.2574, grad_norm: 6.0649 2020-07-28 02:46:42,207 - mmaction - INFO - Epoch [154][3360/3757] lr: 5.450e-03, eta: 17:06:49, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4750, top5_acc: 0.7180, loss_cls: 2.3388, loss: 2.3388, grad_norm: 6.1661 2020-07-28 02:46:53,531 - mmaction - INFO - Epoch [154][3380/3757] lr: 5.450e-03, eta: 17:06:37, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4672, top5_acc: 0.6984, loss_cls: 2.3635, loss: 2.3635, grad_norm: 6.0939 2020-07-28 02:47:04,927 - mmaction - INFO - Epoch [154][3400/3757] lr: 5.450e-03, eta: 17:06:24, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4570, top5_acc: 0.7094, loss_cls: 2.3710, loss: 2.3710, grad_norm: 6.3825 2020-07-28 02:47:16,344 - mmaction - INFO - Epoch [154][3420/3757] lr: 5.450e-03, eta: 17:06:11, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4578, top5_acc: 0.7039, loss_cls: 2.3579, loss: 2.3579, grad_norm: 6.0753 2020-07-28 02:47:27,898 - mmaction - INFO - Epoch [154][3440/3757] lr: 5.450e-03, eta: 17:05:58, time: 0.578, data_time: 0.004, memory: 5232, top1_acc: 0.4539, top5_acc: 0.6953, loss_cls: 2.4376, loss: 2.4376, grad_norm: 6.1039 2020-07-28 02:47:39,386 - mmaction - INFO - Epoch [154][3460/3757] lr: 5.450e-03, eta: 17:05:45, time: 0.575, data_time: 0.012, memory: 5232, top1_acc: 0.4547, top5_acc: 0.7070, loss_cls: 2.3167, loss: 2.3167, grad_norm: 6.1685 2020-07-28 02:47:50,812 - mmaction - INFO - Epoch [154][3480/3757] lr: 5.450e-03, eta: 17:05:32, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4672, top5_acc: 0.6984, loss_cls: 2.3827, loss: 2.3827, grad_norm: 6.0555 2020-07-28 02:48:02,276 - mmaction - INFO - Epoch [154][3500/3757] lr: 5.450e-03, eta: 17:05:20, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4945, top5_acc: 0.7148, loss_cls: 2.2927, loss: 2.2927, grad_norm: 6.0843 2020-07-28 02:48:13,717 - mmaction - INFO - Epoch [154][3520/3757] lr: 5.450e-03, eta: 17:05:07, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4664, top5_acc: 0.6992, loss_cls: 2.3839, loss: 2.3839, grad_norm: 6.0924 2020-07-28 02:48:25,170 - mmaction - INFO - Epoch [154][3540/3757] lr: 5.450e-03, eta: 17:04:54, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.4664, top5_acc: 0.7180, loss_cls: 2.3537, loss: 2.3537, grad_norm: 6.1243 2020-07-28 02:48:36,603 - mmaction - INFO - Epoch [154][3560/3757] lr: 5.450e-03, eta: 17:04:41, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4852, top5_acc: 0.7172, loss_cls: 2.3077, loss: 2.3077, grad_norm: 5.9764 2020-07-28 02:48:48,060 - mmaction - INFO - Epoch [154][3580/3757] lr: 5.450e-03, eta: 17:04:28, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4570, top5_acc: 0.6953, loss_cls: 2.3901, loss: 2.3901, grad_norm: 6.1314 2020-07-28 02:48:59,481 - mmaction - INFO - Epoch [154][3600/3757] lr: 5.450e-03, eta: 17:04:16, time: 0.571, data_time: 0.005, memory: 5232, top1_acc: 0.4570, top5_acc: 0.6883, loss_cls: 2.3813, loss: 2.3813, grad_norm: 6.0960 2020-07-28 02:49:10,989 - mmaction - INFO - Epoch [154][3620/3757] lr: 5.450e-03, eta: 17:04:03, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4570, top5_acc: 0.6781, loss_cls: 2.4386, loss: 2.4386, grad_norm: 6.1853 2020-07-28 02:49:22,474 - mmaction - INFO - Epoch [154][3640/3757] lr: 5.450e-03, eta: 17:03:50, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4766, top5_acc: 0.7023, loss_cls: 2.3368, loss: 2.3368, grad_norm: 6.0548 2020-07-28 02:49:34,452 - mmaction - INFO - Epoch [154][3660/3757] lr: 5.450e-03, eta: 17:03:37, time: 0.599, data_time: 0.034, memory: 5232, top1_acc: 0.4938, top5_acc: 0.7195, loss_cls: 2.3021, loss: 2.3021, grad_norm: 5.9785 2020-07-28 02:49:45,899 - mmaction - INFO - Epoch [154][3680/3757] lr: 5.450e-03, eta: 17:03:25, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4672, top5_acc: 0.6969, loss_cls: 2.4009, loss: 2.4009, grad_norm: 6.0603 2020-07-28 02:49:57,345 - mmaction - INFO - Epoch [154][3700/3757] lr: 5.450e-03, eta: 17:03:12, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4562, top5_acc: 0.6883, loss_cls: 2.4356, loss: 2.4356, grad_norm: 5.9331 2020-07-28 02:50:08,906 - mmaction - INFO - Epoch [154][3720/3757] lr: 5.450e-03, eta: 17:02:59, time: 0.578, data_time: 0.004, memory: 5232, top1_acc: 0.4641, top5_acc: 0.6953, loss_cls: 2.3477, loss: 2.3477, grad_norm: 6.0753 2020-07-28 02:50:20,251 - mmaction - INFO - Epoch [154][3740/3757] lr: 5.450e-03, eta: 17:02:46, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4875, top5_acc: 0.7094, loss_cls: 2.3307, loss: 2.3307, grad_norm: 5.9878 2020-07-28 02:56:25,435 - mmaction - INFO - Epoch [155][20/3757] lr: 5.060e-03, eta: 17:03:32, time: 16.959, data_time: 16.223, memory: 5232, top1_acc: 0.4664, top5_acc: 0.7156, loss_cls: 2.3552, loss: 2.3552, grad_norm: 6.2177 2020-07-28 02:56:36,820 - mmaction - INFO - Epoch [155][40/3757] lr: 5.060e-03, eta: 17:03:19, time: 0.570, data_time: 0.010, memory: 5232, top1_acc: 0.4883, top5_acc: 0.7117, loss_cls: 2.3130, loss: 2.3130, grad_norm: 5.8830 2020-07-28 02:56:48,536 - mmaction - INFO - Epoch [155][60/3757] lr: 5.060e-03, eta: 17:03:06, time: 0.586, data_time: 0.016, memory: 5232, top1_acc: 0.4852, top5_acc: 0.7258, loss_cls: 2.2449, loss: 2.2449, grad_norm: 5.9060 2020-07-28 02:57:00,395 - mmaction - INFO - Epoch [155][80/3757] lr: 5.060e-03, eta: 17:02:54, time: 0.593, data_time: 0.025, memory: 5232, top1_acc: 0.5070, top5_acc: 0.7172, loss_cls: 2.2258, loss: 2.2258, grad_norm: 5.8246 2020-07-28 02:57:12,116 - mmaction - INFO - Epoch [155][100/3757] lr: 5.060e-03, eta: 17:02:41, time: 0.585, data_time: 0.015, memory: 5232, top1_acc: 0.4961, top5_acc: 0.7094, loss_cls: 2.2990, loss: 2.2990, grad_norm: 6.0324 2020-07-28 02:57:23,545 - mmaction - INFO - Epoch [155][120/3757] lr: 5.060e-03, eta: 17:02:28, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4547, top5_acc: 0.7047, loss_cls: 2.3569, loss: 2.3569, grad_norm: 6.2352 2020-07-28 02:57:35,304 - mmaction - INFO - Epoch [155][140/3757] lr: 5.060e-03, eta: 17:02:15, time: 0.588, data_time: 0.017, memory: 5232, top1_acc: 0.4969, top5_acc: 0.7242, loss_cls: 2.2258, loss: 2.2258, grad_norm: 5.9674 2020-07-28 02:57:47,079 - mmaction - INFO - Epoch [155][160/3757] lr: 5.060e-03, eta: 17:02:02, time: 0.588, data_time: 0.022, memory: 5232, top1_acc: 0.4758, top5_acc: 0.7070, loss_cls: 2.3333, loss: 2.3333, grad_norm: 6.1835 2020-07-28 02:57:58,755 - mmaction - INFO - Epoch [155][180/3757] lr: 5.060e-03, eta: 17:01:50, time: 0.584, data_time: 0.016, memory: 5232, top1_acc: 0.4836, top5_acc: 0.7031, loss_cls: 2.3122, loss: 2.3122, grad_norm: 5.9149 2020-07-28 02:58:10,523 - mmaction - INFO - Epoch [155][200/3757] lr: 5.060e-03, eta: 17:01:37, time: 0.588, data_time: 0.025, memory: 5232, top1_acc: 0.4773, top5_acc: 0.7195, loss_cls: 2.2845, loss: 2.2845, grad_norm: 6.0808 2020-07-28 02:58:22,110 - mmaction - INFO - Epoch [155][220/3757] lr: 5.060e-03, eta: 17:01:24, time: 0.580, data_time: 0.013, memory: 5232, top1_acc: 0.4734, top5_acc: 0.7078, loss_cls: 2.3072, loss: 2.3072, grad_norm: 5.9243 2020-07-28 02:58:33,482 - mmaction - INFO - Epoch [155][240/3757] lr: 5.060e-03, eta: 17:01:11, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4758, top5_acc: 0.7094, loss_cls: 2.2855, loss: 2.2855, grad_norm: 6.0821 2020-07-28 02:58:44,856 - mmaction - INFO - Epoch [155][260/3757] lr: 5.060e-03, eta: 17:00:58, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4813, top5_acc: 0.7141, loss_cls: 2.2960, loss: 2.2960, grad_norm: 6.1494 2020-07-28 02:58:56,443 - mmaction - INFO - Epoch [155][280/3757] lr: 5.060e-03, eta: 17:00:46, time: 0.579, data_time: 0.015, memory: 5232, top1_acc: 0.5031, top5_acc: 0.7133, loss_cls: 2.2988, loss: 2.2988, grad_norm: 5.9378 2020-07-28 02:59:07,788 - mmaction - INFO - Epoch [155][300/3757] lr: 5.060e-03, eta: 17:00:33, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4797, top5_acc: 0.7117, loss_cls: 2.3050, loss: 2.3050, grad_norm: 5.9973 2020-07-28 02:59:19,212 - mmaction - INFO - Epoch [155][320/3757] lr: 5.060e-03, eta: 17:00:20, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4703, top5_acc: 0.7070, loss_cls: 2.3494, loss: 2.3494, grad_norm: 5.9816 2020-07-28 02:59:30,571 - mmaction - INFO - Epoch [155][340/3757] lr: 5.060e-03, eta: 17:00:07, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.4727, top5_acc: 0.7219, loss_cls: 2.2678, loss: 2.2678, grad_norm: 5.8410 2020-07-28 02:59:41,903 - mmaction - INFO - Epoch [155][360/3757] lr: 5.060e-03, eta: 16:59:54, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4656, top5_acc: 0.7164, loss_cls: 2.3220, loss: 2.3220, grad_norm: 6.0811 2020-07-28 02:59:53,212 - mmaction - INFO - Epoch [155][380/3757] lr: 5.060e-03, eta: 16:59:41, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4719, top5_acc: 0.6883, loss_cls: 2.3916, loss: 2.3916, grad_norm: 6.0229 2020-07-28 03:00:11,312 - mmaction - INFO - Epoch [155][400/3757] lr: 5.060e-03, eta: 16:59:30, time: 0.892, data_time: 0.006, memory: 5232, top1_acc: 0.4781, top5_acc: 0.7289, loss_cls: 2.2483, loss: 2.2483, grad_norm: 6.0252 2020-07-28 03:00:22,640 - mmaction - INFO - Epoch [155][420/3757] lr: 5.060e-03, eta: 16:59:17, time: 0.579, data_time: 0.017, memory: 5232, top1_acc: 0.4875, top5_acc: 0.7258, loss_cls: 2.2495, loss: 2.2495, grad_norm: 6.0078 2020-07-28 03:00:34,101 - mmaction - INFO - Epoch [155][440/3757] lr: 5.060e-03, eta: 16:59:04, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4750, top5_acc: 0.6875, loss_cls: 2.3689, loss: 2.3689, grad_norm: 6.2149 2020-07-28 03:00:45,609 - mmaction - INFO - Epoch [155][460/3757] lr: 5.060e-03, eta: 16:58:52, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4805, top5_acc: 0.7156, loss_cls: 2.2757, loss: 2.2757, grad_norm: 5.9918 2020-07-28 03:00:57,067 - mmaction - INFO - Epoch [155][480/3757] lr: 5.060e-03, eta: 16:58:39, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4938, top5_acc: 0.7273, loss_cls: 2.2474, loss: 2.2474, grad_norm: 6.1012 2020-07-28 03:01:08,978 - mmaction - INFO - Epoch [155][500/3757] lr: 5.060e-03, eta: 16:58:26, time: 0.596, data_time: 0.026, memory: 5232, top1_acc: 0.4719, top5_acc: 0.7039, loss_cls: 2.3204, loss: 2.3204, grad_norm: 5.9695 2020-07-28 03:01:20,897 - mmaction - INFO - Epoch [155][520/3757] lr: 5.060e-03, eta: 16:58:13, time: 0.596, data_time: 0.028, memory: 5232, top1_acc: 0.4852, top5_acc: 0.7281, loss_cls: 2.2345, loss: 2.2345, grad_norm: 5.9970 2020-07-28 03:01:32,388 - mmaction - INFO - Epoch [155][540/3757] lr: 5.060e-03, eta: 16:58:01, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4922, top5_acc: 0.7117, loss_cls: 2.2313, loss: 2.2313, grad_norm: 6.1761 2020-07-28 03:01:43,731 - mmaction - INFO - Epoch [155][560/3757] lr: 5.060e-03, eta: 16:57:48, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4789, top5_acc: 0.7234, loss_cls: 2.2783, loss: 2.2783, grad_norm: 6.1118 2020-07-28 03:01:55,193 - mmaction - INFO - Epoch [155][580/3757] lr: 5.060e-03, eta: 16:57:35, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4898, top5_acc: 0.7258, loss_cls: 2.2244, loss: 2.2244, grad_norm: 6.0035 2020-07-28 03:02:06,648 - mmaction - INFO - Epoch [155][600/3757] lr: 5.060e-03, eta: 16:57:22, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4984, top5_acc: 0.7234, loss_cls: 2.2284, loss: 2.2284, grad_norm: 6.1662 2020-07-28 03:02:18,016 - mmaction - INFO - Epoch [155][620/3757] lr: 5.060e-03, eta: 16:57:09, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.5023, top5_acc: 0.7383, loss_cls: 2.1953, loss: 2.1953, grad_norm: 6.0452 2020-07-28 03:02:29,369 - mmaction - INFO - Epoch [155][640/3757] lr: 5.060e-03, eta: 16:56:56, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4578, top5_acc: 0.6992, loss_cls: 2.3730, loss: 2.3730, grad_norm: 6.3421 2020-07-28 03:02:40,802 - mmaction - INFO - Epoch [155][660/3757] lr: 5.060e-03, eta: 16:56:44, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4844, top5_acc: 0.7188, loss_cls: 2.2629, loss: 2.2629, grad_norm: 6.0236 2020-07-28 03:02:52,108 - mmaction - INFO - Epoch [155][680/3757] lr: 5.060e-03, eta: 16:56:31, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4711, top5_acc: 0.7047, loss_cls: 2.3689, loss: 2.3689, grad_norm: 6.1822 2020-07-28 03:03:03,610 - mmaction - INFO - Epoch [155][700/3757] lr: 5.060e-03, eta: 16:56:18, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4734, top5_acc: 0.7188, loss_cls: 2.2720, loss: 2.2720, grad_norm: 6.0563 2020-07-28 03:03:15,128 - mmaction - INFO - Epoch [155][720/3757] lr: 5.060e-03, eta: 16:56:05, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4773, top5_acc: 0.7141, loss_cls: 2.3132, loss: 2.3132, grad_norm: 6.1332 2020-07-28 03:03:26,456 - mmaction - INFO - Epoch [155][740/3757] lr: 5.060e-03, eta: 16:55:52, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4773, top5_acc: 0.7172, loss_cls: 2.3095, loss: 2.3095, grad_norm: 6.1960 2020-07-28 03:03:37,952 - mmaction - INFO - Epoch [155][760/3757] lr: 5.060e-03, eta: 16:55:39, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4984, top5_acc: 0.7414, loss_cls: 2.1257, loss: 2.1257, grad_norm: 5.7105 2020-07-28 03:03:49,408 - mmaction - INFO - Epoch [155][780/3757] lr: 5.060e-03, eta: 16:55:27, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4914, top5_acc: 0.7203, loss_cls: 2.2668, loss: 2.2668, grad_norm: 6.0989 2020-07-28 03:04:00,920 - mmaction - INFO - Epoch [155][800/3757] lr: 5.060e-03, eta: 16:55:14, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.4969, top5_acc: 0.7172, loss_cls: 2.2776, loss: 2.2776, grad_norm: 6.1437 2020-07-28 03:04:12,477 - mmaction - INFO - Epoch [155][820/3757] lr: 5.060e-03, eta: 16:55:01, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.4680, top5_acc: 0.6906, loss_cls: 2.3894, loss: 2.3894, grad_norm: 6.1143 2020-07-28 03:04:23,872 - mmaction - INFO - Epoch [155][840/3757] lr: 5.060e-03, eta: 16:54:48, time: 0.570, data_time: 0.001, memory: 5232, top1_acc: 0.4711, top5_acc: 0.6992, loss_cls: 2.3323, loss: 2.3323, grad_norm: 6.0708 2020-07-28 03:04:35,352 - mmaction - INFO - Epoch [155][860/3757] lr: 5.060e-03, eta: 16:54:35, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4930, top5_acc: 0.7227, loss_cls: 2.2316, loss: 2.2316, grad_norm: 5.7878 2020-07-28 03:04:46,820 - mmaction - INFO - Epoch [155][880/3757] lr: 5.060e-03, eta: 16:54:23, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4641, top5_acc: 0.7086, loss_cls: 2.3368, loss: 2.3368, grad_norm: 6.1814 2020-07-28 03:04:58,325 - mmaction - INFO - Epoch [155][900/3757] lr: 5.060e-03, eta: 16:54:10, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4914, top5_acc: 0.7258, loss_cls: 2.2183, loss: 2.2183, grad_norm: 5.9054 2020-07-28 03:05:09,763 - mmaction - INFO - Epoch [155][920/3757] lr: 5.060e-03, eta: 16:53:57, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4813, top5_acc: 0.7211, loss_cls: 2.2765, loss: 2.2765, grad_norm: 6.1590 2020-07-28 03:05:21,248 - mmaction - INFO - Epoch [155][940/3757] lr: 5.060e-03, eta: 16:53:44, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4773, top5_acc: 0.7078, loss_cls: 2.3714, loss: 2.3714, grad_norm: 6.1706 2020-07-28 03:05:32,558 - mmaction - INFO - Epoch [155][960/3757] lr: 5.060e-03, eta: 16:53:31, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.4797, top5_acc: 0.7000, loss_cls: 2.3391, loss: 2.3391, grad_norm: 5.9343 2020-07-28 03:05:44,172 - mmaction - INFO - Epoch [155][980/3757] lr: 5.060e-03, eta: 16:53:19, time: 0.581, data_time: 0.004, memory: 5232, top1_acc: 0.5070, top5_acc: 0.7172, loss_cls: 2.2108, loss: 2.2108, grad_norm: 5.8394 2020-07-28 03:05:55,609 - mmaction - INFO - Epoch [155][1000/3757] lr: 5.060e-03, eta: 16:53:06, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4820, top5_acc: 0.7203, loss_cls: 2.2587, loss: 2.2587, grad_norm: 5.9086 2020-07-28 03:06:07,157 - mmaction - INFO - Epoch [155][1020/3757] lr: 5.060e-03, eta: 16:52:53, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.4875, top5_acc: 0.7195, loss_cls: 2.2684, loss: 2.2684, grad_norm: 5.9970 2020-07-28 03:06:18,534 - mmaction - INFO - Epoch [155][1040/3757] lr: 5.060e-03, eta: 16:52:40, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4914, top5_acc: 0.7312, loss_cls: 2.2499, loss: 2.2499, grad_norm: 5.9685 2020-07-28 03:06:30,051 - mmaction - INFO - Epoch [155][1060/3757] lr: 5.060e-03, eta: 16:52:27, time: 0.577, data_time: 0.009, memory: 5232, top1_acc: 0.4852, top5_acc: 0.7336, loss_cls: 2.2660, loss: 2.2660, grad_norm: 6.0275 2020-07-28 03:06:41,526 - mmaction - INFO - Epoch [155][1080/3757] lr: 5.060e-03, eta: 16:52:14, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4797, top5_acc: 0.7195, loss_cls: 2.2737, loss: 2.2737, grad_norm: 5.9885 2020-07-28 03:06:52,926 - mmaction - INFO - Epoch [155][1100/3757] lr: 5.060e-03, eta: 16:52:02, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4789, top5_acc: 0.7156, loss_cls: 2.3040, loss: 2.3040, grad_norm: 5.9899 2020-07-28 03:07:04,372 - mmaction - INFO - Epoch [155][1120/3757] lr: 5.060e-03, eta: 16:51:49, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4711, top5_acc: 0.6875, loss_cls: 2.3889, loss: 2.3889, grad_norm: 6.0670 2020-07-28 03:07:15,773 - mmaction - INFO - Epoch [155][1140/3757] lr: 5.060e-03, eta: 16:51:36, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4641, top5_acc: 0.6969, loss_cls: 2.3410, loss: 2.3410, grad_norm: 5.9474 2020-07-28 03:07:27,314 - mmaction - INFO - Epoch [155][1160/3757] lr: 5.060e-03, eta: 16:51:23, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.4773, top5_acc: 0.7203, loss_cls: 2.2892, loss: 2.2892, grad_norm: 5.9381 2020-07-28 03:07:38,771 - mmaction - INFO - Epoch [155][1180/3757] lr: 5.060e-03, eta: 16:51:10, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4719, top5_acc: 0.7086, loss_cls: 2.3256, loss: 2.3256, grad_norm: 6.0549 2020-07-28 03:07:50,193 - mmaction - INFO - Epoch [155][1200/3757] lr: 5.060e-03, eta: 16:50:58, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5188, top5_acc: 0.7445, loss_cls: 2.1332, loss: 2.1332, grad_norm: 5.9378 2020-07-28 03:08:01,626 - mmaction - INFO - Epoch [155][1220/3757] lr: 5.060e-03, eta: 16:50:45, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4875, top5_acc: 0.7047, loss_cls: 2.3248, loss: 2.3248, grad_norm: 6.2388 2020-07-28 03:08:13,030 - mmaction - INFO - Epoch [155][1240/3757] lr: 5.060e-03, eta: 16:50:32, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4750, top5_acc: 0.7086, loss_cls: 2.3063, loss: 2.3063, grad_norm: 6.0218 2020-07-28 03:08:25,128 - mmaction - INFO - Epoch [155][1260/3757] lr: 5.060e-03, eta: 16:50:19, time: 0.605, data_time: 0.035, memory: 5232, top1_acc: 0.4922, top5_acc: 0.7297, loss_cls: 2.1911, loss: 2.1911, grad_norm: 6.0191 2020-07-28 03:08:36,580 - mmaction - INFO - Epoch [155][1280/3757] lr: 5.060e-03, eta: 16:50:06, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4836, top5_acc: 0.7023, loss_cls: 2.2781, loss: 2.2781, grad_norm: 6.0931 2020-07-28 03:08:48,151 - mmaction - INFO - Epoch [155][1300/3757] lr: 5.060e-03, eta: 16:49:54, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.4844, top5_acc: 0.7039, loss_cls: 2.3342, loss: 2.3342, grad_norm: 6.0604 2020-07-28 03:09:00,044 - mmaction - INFO - Epoch [155][1320/3757] lr: 5.060e-03, eta: 16:49:41, time: 0.594, data_time: 0.027, memory: 5232, top1_acc: 0.4953, top5_acc: 0.7242, loss_cls: 2.2680, loss: 2.2680, grad_norm: 6.0191 2020-07-28 03:09:11,544 - mmaction - INFO - Epoch [155][1340/3757] lr: 5.060e-03, eta: 16:49:28, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4680, top5_acc: 0.7039, loss_cls: 2.3440, loss: 2.3440, grad_norm: 5.9407 2020-07-28 03:09:22,926 - mmaction - INFO - Epoch [155][1360/3757] lr: 5.060e-03, eta: 16:49:15, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4828, top5_acc: 0.7172, loss_cls: 2.3105, loss: 2.3105, grad_norm: 5.8331 2020-07-28 03:09:34,305 - mmaction - INFO - Epoch [155][1380/3757] lr: 5.060e-03, eta: 16:49:02, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4656, top5_acc: 0.6953, loss_cls: 2.3807, loss: 2.3807, grad_norm: 6.2109 2020-07-28 03:09:45,656 - mmaction - INFO - Epoch [155][1400/3757] lr: 5.060e-03, eta: 16:48:50, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4750, top5_acc: 0.7172, loss_cls: 2.3038, loss: 2.3038, grad_norm: 6.2188 2020-07-28 03:09:57,017 - mmaction - INFO - Epoch [155][1420/3757] lr: 5.060e-03, eta: 16:48:37, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5031, top5_acc: 0.7180, loss_cls: 2.2345, loss: 2.2345, grad_norm: 6.1735 2020-07-28 03:10:08,374 - mmaction - INFO - Epoch [155][1440/3757] lr: 5.060e-03, eta: 16:48:24, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5023, top5_acc: 0.7375, loss_cls: 2.2025, loss: 2.2025, grad_norm: 6.0022 2020-07-28 03:10:20,053 - mmaction - INFO - Epoch [155][1460/3757] lr: 5.060e-03, eta: 16:48:11, time: 0.584, data_time: 0.017, memory: 5232, top1_acc: 0.4742, top5_acc: 0.7008, loss_cls: 2.3597, loss: 2.3597, grad_norm: 6.1295 2020-07-28 03:10:31,492 - mmaction - INFO - Epoch [155][1480/3757] lr: 5.060e-03, eta: 16:47:58, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4852, top5_acc: 0.7148, loss_cls: 2.2917, loss: 2.2917, grad_norm: 5.9090 2020-07-28 03:10:42,906 - mmaction - INFO - Epoch [155][1500/3757] lr: 5.060e-03, eta: 16:47:46, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4711, top5_acc: 0.7016, loss_cls: 2.2980, loss: 2.2980, grad_norm: 6.0803 2020-07-28 03:10:54,547 - mmaction - INFO - Epoch [155][1520/3757] lr: 5.060e-03, eta: 16:47:33, time: 0.582, data_time: 0.003, memory: 5232, top1_acc: 0.4703, top5_acc: 0.7172, loss_cls: 2.2915, loss: 2.2915, grad_norm: 6.2183 2020-07-28 03:11:05,858 - mmaction - INFO - Epoch [155][1540/3757] lr: 5.060e-03, eta: 16:47:20, time: 0.566, data_time: 0.001, memory: 5232, top1_acc: 0.4625, top5_acc: 0.6898, loss_cls: 2.3748, loss: 2.3748, grad_norm: 6.1900 2020-07-28 03:11:17,315 - mmaction - INFO - Epoch [155][1560/3757] lr: 5.060e-03, eta: 16:47:07, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4891, top5_acc: 0.7094, loss_cls: 2.2849, loss: 2.2849, grad_norm: 6.2169 2020-07-28 03:11:28,792 - mmaction - INFO - Epoch [155][1580/3757] lr: 5.060e-03, eta: 16:46:54, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.4859, top5_acc: 0.7133, loss_cls: 2.2901, loss: 2.2901, grad_norm: 6.0713 2020-07-28 03:11:40,134 - mmaction - INFO - Epoch [155][1600/3757] lr: 5.060e-03, eta: 16:46:41, time: 0.567, data_time: 0.001, memory: 5232, top1_acc: 0.5047, top5_acc: 0.6898, loss_cls: 2.3099, loss: 2.3099, grad_norm: 6.0476 2020-07-28 03:11:51,574 - mmaction - INFO - Epoch [155][1620/3757] lr: 5.060e-03, eta: 16:46:29, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4945, top5_acc: 0.7148, loss_cls: 2.3175, loss: 2.3175, grad_norm: 6.0012 2020-07-28 03:12:03,090 - mmaction - INFO - Epoch [155][1640/3757] lr: 5.060e-03, eta: 16:46:16, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4672, top5_acc: 0.7078, loss_cls: 2.3220, loss: 2.3220, grad_norm: 6.2849 2020-07-28 03:12:14,508 - mmaction - INFO - Epoch [155][1660/3757] lr: 5.060e-03, eta: 16:46:03, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.4797, top5_acc: 0.7188, loss_cls: 2.3046, loss: 2.3046, grad_norm: 5.9615 2020-07-28 03:12:25,891 - mmaction - INFO - Epoch [155][1680/3757] lr: 5.060e-03, eta: 16:45:50, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4781, top5_acc: 0.6992, loss_cls: 2.3911, loss: 2.3911, grad_norm: 6.0930 2020-07-28 03:12:37,197 - mmaction - INFO - Epoch [155][1700/3757] lr: 5.060e-03, eta: 16:45:37, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.4836, top5_acc: 0.7242, loss_cls: 2.2811, loss: 2.2811, grad_norm: 6.1022 2020-07-28 03:12:48,709 - mmaction - INFO - Epoch [155][1720/3757] lr: 5.060e-03, eta: 16:45:25, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4594, top5_acc: 0.6977, loss_cls: 2.3820, loss: 2.3820, grad_norm: 6.1393 2020-07-28 03:13:00,170 - mmaction - INFO - Epoch [155][1740/3757] lr: 5.060e-03, eta: 16:45:12, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4609, top5_acc: 0.6836, loss_cls: 2.4359, loss: 2.4359, grad_norm: 6.3491 2020-07-28 03:13:11,630 - mmaction - INFO - Epoch [155][1760/3757] lr: 5.060e-03, eta: 16:44:59, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5016, top5_acc: 0.7320, loss_cls: 2.1904, loss: 2.1904, grad_norm: 5.8242 2020-07-28 03:13:23,107 - mmaction - INFO - Epoch [155][1780/3757] lr: 5.060e-03, eta: 16:44:46, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4867, top5_acc: 0.7172, loss_cls: 2.3006, loss: 2.3006, grad_norm: 6.0354 2020-07-28 03:13:34,537 - mmaction - INFO - Epoch [155][1800/3757] lr: 5.060e-03, eta: 16:44:33, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4938, top5_acc: 0.7289, loss_cls: 2.1914, loss: 2.1914, grad_norm: 6.0941 2020-07-28 03:13:45,966 - mmaction - INFO - Epoch [155][1820/3757] lr: 5.060e-03, eta: 16:44:21, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5016, top5_acc: 0.7258, loss_cls: 2.2368, loss: 2.2368, grad_norm: 6.0972 2020-07-28 03:13:57,302 - mmaction - INFO - Epoch [155][1840/3757] lr: 5.060e-03, eta: 16:44:08, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4820, top5_acc: 0.7188, loss_cls: 2.2393, loss: 2.2393, grad_norm: 5.9806 2020-07-28 03:14:08,750 - mmaction - INFO - Epoch [155][1860/3757] lr: 5.060e-03, eta: 16:43:55, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4836, top5_acc: 0.7039, loss_cls: 2.3284, loss: 2.3284, grad_norm: 5.9553 2020-07-28 03:14:20,263 - mmaction - INFO - Epoch [155][1880/3757] lr: 5.060e-03, eta: 16:43:42, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4789, top5_acc: 0.7008, loss_cls: 2.3744, loss: 2.3744, grad_norm: 6.2432 2020-07-28 03:14:31,718 - mmaction - INFO - Epoch [155][1900/3757] lr: 5.060e-03, eta: 16:43:29, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4586, top5_acc: 0.6891, loss_cls: 2.4051, loss: 2.4051, grad_norm: 6.2484 2020-07-28 03:14:43,083 - mmaction - INFO - Epoch [155][1920/3757] lr: 5.060e-03, eta: 16:43:16, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4945, top5_acc: 0.7203, loss_cls: 2.2663, loss: 2.2663, grad_norm: 6.1321 2020-07-28 03:14:57,888 - mmaction - INFO - Epoch [155][1940/3757] lr: 5.060e-03, eta: 16:43:04, time: 0.740, data_time: 0.003, memory: 5232, top1_acc: 0.4820, top5_acc: 0.7086, loss_cls: 2.3497, loss: 2.3497, grad_norm: 6.1909 2020-07-28 03:15:15,568 - mmaction - INFO - Epoch [155][1960/3757] lr: 5.060e-03, eta: 16:42:53, time: 0.884, data_time: 0.003, memory: 5232, top1_acc: 0.4531, top5_acc: 0.6953, loss_cls: 2.4209, loss: 2.4209, grad_norm: 6.4027 2020-07-28 03:15:35,026 - mmaction - INFO - Epoch [155][1980/3757] lr: 5.060e-03, eta: 16:42:42, time: 0.973, data_time: 0.074, memory: 5232, top1_acc: 0.4695, top5_acc: 0.7047, loss_cls: 2.3183, loss: 2.3183, grad_norm: 6.0882 2020-07-28 03:15:47,788 - mmaction - INFO - Epoch [155][2000/3757] lr: 5.060e-03, eta: 16:42:29, time: 0.637, data_time: 0.003, memory: 5232, top1_acc: 0.4703, top5_acc: 0.7000, loss_cls: 2.3645, loss: 2.3645, grad_norm: 6.2770 2020-07-28 03:16:05,394 - mmaction - INFO - Epoch [155][2020/3757] lr: 5.060e-03, eta: 16:42:18, time: 0.881, data_time: 0.268, memory: 5232, top1_acc: 0.4844, top5_acc: 0.7156, loss_cls: 2.2563, loss: 2.2563, grad_norm: 6.0985 2020-07-28 03:16:17,843 - mmaction - INFO - Epoch [155][2040/3757] lr: 5.060e-03, eta: 16:42:05, time: 0.623, data_time: 0.003, memory: 5232, top1_acc: 0.4680, top5_acc: 0.6992, loss_cls: 2.3171, loss: 2.3171, grad_norm: 6.0769 2020-07-28 03:16:34,604 - mmaction - INFO - Epoch [155][2060/3757] lr: 5.060e-03, eta: 16:41:53, time: 0.838, data_time: 0.160, memory: 5232, top1_acc: 0.5141, top5_acc: 0.7273, loss_cls: 2.1751, loss: 2.1751, grad_norm: 5.8449 2020-07-28 03:16:48,560 - mmaction - INFO - Epoch [155][2080/3757] lr: 5.060e-03, eta: 16:41:41, time: 0.698, data_time: 0.002, memory: 5232, top1_acc: 0.4805, top5_acc: 0.7109, loss_cls: 2.2890, loss: 2.2890, grad_norm: 6.2886 2020-07-28 03:17:01,443 - mmaction - INFO - Epoch [155][2100/3757] lr: 5.060e-03, eta: 16:41:29, time: 0.644, data_time: 0.002, memory: 5232, top1_acc: 0.4781, top5_acc: 0.7047, loss_cls: 2.3815, loss: 2.3815, grad_norm: 6.3415 2020-07-28 03:17:18,863 - mmaction - INFO - Epoch [155][2120/3757] lr: 5.060e-03, eta: 16:41:17, time: 0.871, data_time: 0.079, memory: 5232, top1_acc: 0.4922, top5_acc: 0.7156, loss_cls: 2.2699, loss: 2.2699, grad_norm: 5.9182 2020-07-28 03:17:31,428 - mmaction - INFO - Epoch [155][2140/3757] lr: 5.060e-03, eta: 16:41:05, time: 0.629, data_time: 0.066, memory: 5232, top1_acc: 0.4516, top5_acc: 0.6945, loss_cls: 2.3908, loss: 2.3908, grad_norm: 6.1765 2020-07-28 03:17:43,874 - mmaction - INFO - Epoch [155][2160/3757] lr: 5.060e-03, eta: 16:40:52, time: 0.622, data_time: 0.003, memory: 5232, top1_acc: 0.4516, top5_acc: 0.6953, loss_cls: 2.3971, loss: 2.3971, grad_norm: 6.2775 2020-07-28 03:17:58,454 - mmaction - INFO - Epoch [155][2180/3757] lr: 5.060e-03, eta: 16:40:40, time: 0.729, data_time: 0.003, memory: 5232, top1_acc: 0.5055, top5_acc: 0.7203, loss_cls: 2.2703, loss: 2.2703, grad_norm: 5.8678 2020-07-28 03:18:10,959 - mmaction - INFO - Epoch [155][2200/3757] lr: 5.060e-03, eta: 16:40:27, time: 0.625, data_time: 0.003, memory: 5232, top1_acc: 0.4703, top5_acc: 0.7219, loss_cls: 2.2948, loss: 2.2948, grad_norm: 6.0325 2020-07-28 03:18:24,561 - mmaction - INFO - Epoch [155][2220/3757] lr: 5.060e-03, eta: 16:40:15, time: 0.680, data_time: 0.003, memory: 5232, top1_acc: 0.5086, top5_acc: 0.7359, loss_cls: 2.1496, loss: 2.1496, grad_norm: 5.8894 2020-07-28 03:18:38,066 - mmaction - INFO - Epoch [155][2240/3757] lr: 5.060e-03, eta: 16:40:02, time: 0.675, data_time: 0.003, memory: 5232, top1_acc: 0.4844, top5_acc: 0.7156, loss_cls: 2.2641, loss: 2.2641, grad_norm: 5.8913 2020-07-28 03:18:50,803 - mmaction - INFO - Epoch [155][2260/3757] lr: 5.060e-03, eta: 16:39:50, time: 0.637, data_time: 0.003, memory: 5232, top1_acc: 0.4906, top5_acc: 0.7164, loss_cls: 2.2816, loss: 2.2816, grad_norm: 6.2589 2020-07-28 03:19:06,291 - mmaction - INFO - Epoch [155][2280/3757] lr: 5.060e-03, eta: 16:39:38, time: 0.774, data_time: 0.003, memory: 5232, top1_acc: 0.4695, top5_acc: 0.7148, loss_cls: 2.2957, loss: 2.2957, grad_norm: 6.1934 2020-07-28 03:19:19,486 - mmaction - INFO - Epoch [155][2300/3757] lr: 5.060e-03, eta: 16:39:26, time: 0.660, data_time: 0.004, memory: 5232, top1_acc: 0.4562, top5_acc: 0.7055, loss_cls: 2.3909, loss: 2.3909, grad_norm: 6.2096 2020-07-28 03:19:33,367 - mmaction - INFO - Epoch [155][2320/3757] lr: 5.060e-03, eta: 16:39:13, time: 0.695, data_time: 0.024, memory: 5232, top1_acc: 0.4859, top5_acc: 0.7078, loss_cls: 2.2964, loss: 2.2964, grad_norm: 6.1379 2020-07-28 03:19:47,754 - mmaction - INFO - Epoch [155][2340/3757] lr: 5.060e-03, eta: 16:39:01, time: 0.719, data_time: 0.054, memory: 5232, top1_acc: 0.4562, top5_acc: 0.6984, loss_cls: 2.3876, loss: 2.3876, grad_norm: 5.9859 2020-07-28 03:20:01,937 - mmaction - INFO - Epoch [155][2360/3757] lr: 5.060e-03, eta: 16:38:49, time: 0.708, data_time: 0.022, memory: 5232, top1_acc: 0.4898, top5_acc: 0.7125, loss_cls: 2.2881, loss: 2.2881, grad_norm: 5.8701 2020-07-28 03:20:13,217 - mmaction - INFO - Epoch [155][2380/3757] lr: 5.060e-03, eta: 16:38:36, time: 0.564, data_time: 0.002, memory: 5232, top1_acc: 0.4773, top5_acc: 0.7039, loss_cls: 2.3304, loss: 2.3304, grad_norm: 6.1760 2020-07-28 03:20:29,114 - mmaction - INFO - Epoch [155][2400/3757] lr: 5.060e-03, eta: 16:38:24, time: 0.795, data_time: 0.003, memory: 5232, top1_acc: 0.4922, top5_acc: 0.7391, loss_cls: 2.2334, loss: 2.2334, grad_norm: 6.1184 2020-07-28 03:20:42,675 - mmaction - INFO - Epoch [155][2420/3757] lr: 5.060e-03, eta: 16:38:12, time: 0.678, data_time: 0.003, memory: 5232, top1_acc: 0.4625, top5_acc: 0.6805, loss_cls: 2.4117, loss: 2.4117, grad_norm: 6.2266 2020-07-28 03:20:54,154 - mmaction - INFO - Epoch [155][2440/3757] lr: 5.060e-03, eta: 16:37:59, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4641, top5_acc: 0.6820, loss_cls: 2.4391, loss: 2.4391, grad_norm: 6.1327 2020-07-28 03:21:05,553 - mmaction - INFO - Epoch [155][2460/3757] lr: 5.060e-03, eta: 16:37:46, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4820, top5_acc: 0.7203, loss_cls: 2.3131, loss: 2.3131, grad_norm: 6.0384 2020-07-28 03:21:17,019 - mmaction - INFO - Epoch [155][2480/3757] lr: 5.060e-03, eta: 16:37:33, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4805, top5_acc: 0.7102, loss_cls: 2.3516, loss: 2.3516, grad_norm: 6.0110 2020-07-28 03:21:28,467 - mmaction - INFO - Epoch [155][2500/3757] lr: 5.060e-03, eta: 16:37:20, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4766, top5_acc: 0.7070, loss_cls: 2.3048, loss: 2.3048, grad_norm: 6.1095 2020-07-28 03:21:39,917 - mmaction - INFO - Epoch [155][2520/3757] lr: 5.060e-03, eta: 16:37:08, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4852, top5_acc: 0.7172, loss_cls: 2.2533, loss: 2.2533, grad_norm: 6.1119 2020-07-28 03:21:51,291 - mmaction - INFO - Epoch [155][2540/3757] lr: 5.060e-03, eta: 16:36:55, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4773, top5_acc: 0.6984, loss_cls: 2.3436, loss: 2.3436, grad_norm: 6.0657 2020-07-28 03:22:02,703 - mmaction - INFO - Epoch [155][2560/3757] lr: 5.060e-03, eta: 16:36:42, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4570, top5_acc: 0.6883, loss_cls: 2.4254, loss: 2.4254, grad_norm: 6.2414 2020-07-28 03:22:14,033 - mmaction - INFO - Epoch [155][2580/3757] lr: 5.060e-03, eta: 16:36:29, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.4820, top5_acc: 0.7039, loss_cls: 2.3093, loss: 2.3093, grad_norm: 5.9720 2020-07-28 03:22:25,482 - mmaction - INFO - Epoch [155][2600/3757] lr: 5.060e-03, eta: 16:36:16, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4875, top5_acc: 0.7039, loss_cls: 2.2785, loss: 2.2785, grad_norm: 5.9729 2020-07-28 03:22:36,895 - mmaction - INFO - Epoch [155][2620/3757] lr: 5.060e-03, eta: 16:36:04, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4813, top5_acc: 0.7125, loss_cls: 2.2954, loss: 2.2954, grad_norm: 5.9815 2020-07-28 03:22:48,334 - mmaction - INFO - Epoch [155][2640/3757] lr: 5.060e-03, eta: 16:35:51, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4680, top5_acc: 0.7078, loss_cls: 2.3165, loss: 2.3165, grad_norm: 6.1799 2020-07-28 03:22:59,715 - mmaction - INFO - Epoch [155][2660/3757] lr: 5.060e-03, eta: 16:35:38, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4750, top5_acc: 0.7148, loss_cls: 2.2923, loss: 2.2923, grad_norm: 6.1700 2020-07-28 03:23:11,040 - mmaction - INFO - Epoch [155][2680/3757] lr: 5.060e-03, eta: 16:35:25, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4648, top5_acc: 0.7094, loss_cls: 2.3823, loss: 2.3823, grad_norm: 6.3078 2020-07-28 03:23:22,478 - mmaction - INFO - Epoch [155][2700/3757] lr: 5.060e-03, eta: 16:35:12, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4727, top5_acc: 0.6977, loss_cls: 2.3129, loss: 2.3129, grad_norm: 6.0652 2020-07-28 03:23:33,908 - mmaction - INFO - Epoch [155][2720/3757] lr: 5.060e-03, eta: 16:34:59, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4820, top5_acc: 0.7102, loss_cls: 2.3051, loss: 2.3051, grad_norm: 6.0954 2020-07-28 03:23:45,254 - mmaction - INFO - Epoch [155][2740/3757] lr: 5.060e-03, eta: 16:34:47, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4664, top5_acc: 0.7180, loss_cls: 2.2714, loss: 2.2714, grad_norm: 6.1830 2020-07-28 03:24:03,913 - mmaction - INFO - Epoch [155][2760/3757] lr: 5.060e-03, eta: 16:34:35, time: 0.933, data_time: 0.046, memory: 5232, top1_acc: 0.4797, top5_acc: 0.7188, loss_cls: 2.2718, loss: 2.2718, grad_norm: 6.1631 2020-07-28 03:24:16,689 - mmaction - INFO - Epoch [155][2780/3757] lr: 5.060e-03, eta: 16:34:23, time: 0.638, data_time: 0.003, memory: 5232, top1_acc: 0.4625, top5_acc: 0.6945, loss_cls: 2.3417, loss: 2.3417, grad_norm: 6.0082 2020-07-28 03:24:29,447 - mmaction - INFO - Epoch [155][2800/3757] lr: 5.060e-03, eta: 16:34:10, time: 0.638, data_time: 0.003, memory: 5232, top1_acc: 0.4688, top5_acc: 0.6945, loss_cls: 2.4113, loss: 2.4113, grad_norm: 6.3261 2020-07-28 03:24:41,944 - mmaction - INFO - Epoch [155][2820/3757] lr: 5.060e-03, eta: 16:33:58, time: 0.625, data_time: 0.008, memory: 5232, top1_acc: 0.4602, top5_acc: 0.6992, loss_cls: 2.3894, loss: 2.3894, grad_norm: 6.1425 2020-07-28 03:24:53,388 - mmaction - INFO - Epoch [155][2840/3757] lr: 5.060e-03, eta: 16:33:45, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4688, top5_acc: 0.7266, loss_cls: 2.2852, loss: 2.2852, grad_norm: 6.1342 2020-07-28 03:25:06,029 - mmaction - INFO - Epoch [155][2860/3757] lr: 5.060e-03, eta: 16:33:32, time: 0.632, data_time: 0.003, memory: 5232, top1_acc: 0.4758, top5_acc: 0.7234, loss_cls: 2.2804, loss: 2.2804, grad_norm: 6.1168 2020-07-28 03:25:17,382 - mmaction - INFO - Epoch [155][2880/3757] lr: 5.060e-03, eta: 16:33:19, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4531, top5_acc: 0.7016, loss_cls: 2.3878, loss: 2.3878, grad_norm: 6.3799 2020-07-28 03:25:30,718 - mmaction - INFO - Epoch [155][2900/3757] lr: 5.060e-03, eta: 16:33:07, time: 0.667, data_time: 0.003, memory: 5232, top1_acc: 0.4992, top5_acc: 0.7156, loss_cls: 2.2537, loss: 2.2537, grad_norm: 6.0483 2020-07-28 03:25:42,295 - mmaction - INFO - Epoch [155][2920/3757] lr: 5.060e-03, eta: 16:32:54, time: 0.579, data_time: 0.014, memory: 5232, top1_acc: 0.4844, top5_acc: 0.7023, loss_cls: 2.3296, loss: 2.3296, grad_norm: 6.1905 2020-07-28 03:25:55,816 - mmaction - INFO - Epoch [155][2940/3757] lr: 5.060e-03, eta: 16:32:42, time: 0.676, data_time: 0.003, memory: 5232, top1_acc: 0.4586, top5_acc: 0.6961, loss_cls: 2.4273, loss: 2.4273, grad_norm: 6.2362 2020-07-28 03:26:07,482 - mmaction - INFO - Epoch [155][2960/3757] lr: 5.060e-03, eta: 16:32:29, time: 0.583, data_time: 0.012, memory: 5232, top1_acc: 0.4813, top5_acc: 0.6977, loss_cls: 2.2980, loss: 2.2980, grad_norm: 5.8665 2020-07-28 03:26:19,935 - mmaction - INFO - Epoch [155][2980/3757] lr: 5.060e-03, eta: 16:32:17, time: 0.623, data_time: 0.003, memory: 5232, top1_acc: 0.4750, top5_acc: 0.7055, loss_cls: 2.3576, loss: 2.3576, grad_norm: 6.2766 2020-07-28 03:26:31,343 - mmaction - INFO - Epoch [155][3000/3757] lr: 5.060e-03, eta: 16:32:04, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4727, top5_acc: 0.7117, loss_cls: 2.3226, loss: 2.3226, grad_norm: 6.1158 2020-07-28 03:26:50,570 - mmaction - INFO - Epoch [155][3020/3757] lr: 5.060e-03, eta: 16:31:53, time: 0.961, data_time: 0.398, memory: 5232, top1_acc: 0.4641, top5_acc: 0.7133, loss_cls: 2.3512, loss: 2.3512, grad_norm: 6.1910 2020-07-28 03:27:02,333 - mmaction - INFO - Epoch [155][3040/3757] lr: 5.060e-03, eta: 16:31:40, time: 0.588, data_time: 0.023, memory: 5232, top1_acc: 0.5070, top5_acc: 0.7266, loss_cls: 2.1853, loss: 2.1853, grad_norm: 6.0431 2020-07-28 03:27:13,740 - mmaction - INFO - Epoch [155][3060/3757] lr: 5.060e-03, eta: 16:31:27, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4766, top5_acc: 0.7078, loss_cls: 2.3295, loss: 2.3295, grad_norm: 6.0942 2020-07-28 03:27:26,940 - mmaction - INFO - Epoch [155][3080/3757] lr: 5.060e-03, eta: 16:31:15, time: 0.660, data_time: 0.003, memory: 5232, top1_acc: 0.4727, top5_acc: 0.7133, loss_cls: 2.3293, loss: 2.3293, grad_norm: 5.9880 2020-07-28 03:27:38,425 - mmaction - INFO - Epoch [155][3100/3757] lr: 5.060e-03, eta: 16:31:02, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4836, top5_acc: 0.7039, loss_cls: 2.3154, loss: 2.3154, grad_norm: 6.1140 2020-07-28 03:27:50,024 - mmaction - INFO - Epoch [155][3120/3757] lr: 5.060e-03, eta: 16:30:49, time: 0.581, data_time: 0.008, memory: 5232, top1_acc: 0.4797, top5_acc: 0.7125, loss_cls: 2.2903, loss: 2.2903, grad_norm: 6.1305 2020-07-28 03:28:01,390 - mmaction - INFO - Epoch [155][3140/3757] lr: 5.060e-03, eta: 16:30:36, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4891, top5_acc: 0.7164, loss_cls: 2.2714, loss: 2.2714, grad_norm: 6.0026 2020-07-28 03:28:17,746 - mmaction - INFO - Epoch [155][3160/3757] lr: 5.060e-03, eta: 16:30:24, time: 0.818, data_time: 0.011, memory: 5232, top1_acc: 0.4727, top5_acc: 0.7148, loss_cls: 2.3232, loss: 2.3232, grad_norm: 6.2854 2020-07-28 03:28:29,214 - mmaction - INFO - Epoch [155][3180/3757] lr: 5.060e-03, eta: 16:30:12, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4781, top5_acc: 0.7156, loss_cls: 2.3429, loss: 2.3429, grad_norm: 6.0597 2020-07-28 03:28:40,697 - mmaction - INFO - Epoch [155][3200/3757] lr: 5.060e-03, eta: 16:29:59, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4867, top5_acc: 0.7203, loss_cls: 2.2243, loss: 2.2243, grad_norm: 6.0629 2020-07-28 03:28:52,146 - mmaction - INFO - Epoch [155][3220/3757] lr: 5.060e-03, eta: 16:29:46, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4828, top5_acc: 0.7117, loss_cls: 2.3067, loss: 2.3067, grad_norm: 6.1183 2020-07-28 03:29:03,570 - mmaction - INFO - Epoch [155][3240/3757] lr: 5.060e-03, eta: 16:29:33, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4867, top5_acc: 0.7164, loss_cls: 2.2744, loss: 2.2744, grad_norm: 6.2242 2020-07-28 03:29:15,027 - mmaction - INFO - Epoch [155][3260/3757] lr: 5.060e-03, eta: 16:29:20, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4781, top5_acc: 0.7133, loss_cls: 2.3392, loss: 2.3392, grad_norm: 6.1830 2020-07-28 03:29:26,548 - mmaction - INFO - Epoch [155][3280/3757] lr: 5.060e-03, eta: 16:29:07, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4766, top5_acc: 0.7047, loss_cls: 2.3608, loss: 2.3608, grad_norm: 6.1555 2020-07-28 03:29:38,609 - mmaction - INFO - Epoch [155][3300/3757] lr: 5.060e-03, eta: 16:28:55, time: 0.603, data_time: 0.034, memory: 5232, top1_acc: 0.4781, top5_acc: 0.7352, loss_cls: 2.2904, loss: 2.2904, grad_norm: 6.0181 2020-07-28 03:29:50,048 - mmaction - INFO - Epoch [155][3320/3757] lr: 5.060e-03, eta: 16:28:42, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4758, top5_acc: 0.7133, loss_cls: 2.3399, loss: 2.3399, grad_norm: 6.4237 2020-07-28 03:30:01,523 - mmaction - INFO - Epoch [155][3340/3757] lr: 5.060e-03, eta: 16:28:29, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4836, top5_acc: 0.7188, loss_cls: 2.2563, loss: 2.2563, grad_norm: 6.1518 2020-07-28 03:30:12,901 - mmaction - INFO - Epoch [155][3360/3757] lr: 5.060e-03, eta: 16:28:16, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4820, top5_acc: 0.7141, loss_cls: 2.2769, loss: 2.2769, grad_norm: 6.0775 2020-07-28 03:30:25,796 - mmaction - INFO - Epoch [155][3380/3757] lr: 5.060e-03, eta: 16:28:04, time: 0.644, data_time: 0.003, memory: 5232, top1_acc: 0.4883, top5_acc: 0.7156, loss_cls: 2.2676, loss: 2.2676, grad_norm: 5.9678 2020-07-28 03:30:37,285 - mmaction - INFO - Epoch [155][3400/3757] lr: 5.060e-03, eta: 16:27:51, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4633, top5_acc: 0.7078, loss_cls: 2.3583, loss: 2.3583, grad_norm: 6.0570 2020-07-28 03:30:48,714 - mmaction - INFO - Epoch [155][3420/3757] lr: 5.060e-03, eta: 16:27:38, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4688, top5_acc: 0.7133, loss_cls: 2.3195, loss: 2.3195, grad_norm: 6.0012 2020-07-28 03:31:00,257 - mmaction - INFO - Epoch [155][3440/3757] lr: 5.060e-03, eta: 16:27:25, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.5000, top5_acc: 0.7250, loss_cls: 2.2171, loss: 2.2171, grad_norm: 5.9325 2020-07-28 03:31:11,658 - mmaction - INFO - Epoch [155][3460/3757] lr: 5.060e-03, eta: 16:27:13, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4703, top5_acc: 0.7023, loss_cls: 2.3159, loss: 2.3159, grad_norm: 5.9871 2020-07-28 03:31:23,017 - mmaction - INFO - Epoch [155][3480/3757] lr: 5.060e-03, eta: 16:27:00, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4734, top5_acc: 0.7102, loss_cls: 2.3414, loss: 2.3414, grad_norm: 6.2410 2020-07-28 03:31:34,537 - mmaction - INFO - Epoch [155][3500/3757] lr: 5.060e-03, eta: 16:26:47, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4828, top5_acc: 0.7109, loss_cls: 2.2637, loss: 2.2637, grad_norm: 6.0214 2020-07-28 03:31:45,990 - mmaction - INFO - Epoch [155][3520/3757] lr: 5.060e-03, eta: 16:26:34, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4672, top5_acc: 0.7039, loss_cls: 2.3396, loss: 2.3396, grad_norm: 6.1421 2020-07-28 03:31:58,399 - mmaction - INFO - Epoch [155][3540/3757] lr: 5.060e-03, eta: 16:26:22, time: 0.621, data_time: 0.003, memory: 5232, top1_acc: 0.4820, top5_acc: 0.7195, loss_cls: 2.2705, loss: 2.2705, grad_norm: 6.2726 2020-07-28 03:32:09,840 - mmaction - INFO - Epoch [155][3560/3757] lr: 5.060e-03, eta: 16:26:09, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.4898, top5_acc: 0.7148, loss_cls: 2.2569, loss: 2.2569, grad_norm: 6.0867 2020-07-28 03:32:22,483 - mmaction - INFO - Epoch [155][3580/3757] lr: 5.060e-03, eta: 16:25:56, time: 0.631, data_time: 0.003, memory: 5232, top1_acc: 0.4727, top5_acc: 0.7180, loss_cls: 2.2841, loss: 2.2841, grad_norm: 6.1316 2020-07-28 03:32:35,072 - mmaction - INFO - Epoch [155][3600/3757] lr: 5.060e-03, eta: 16:25:44, time: 0.630, data_time: 0.004, memory: 5232, top1_acc: 0.4656, top5_acc: 0.7008, loss_cls: 2.3175, loss: 2.3175, grad_norm: 6.4376 2020-07-28 03:32:46,611 - mmaction - INFO - Epoch [155][3620/3757] lr: 5.060e-03, eta: 16:25:31, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.4719, top5_acc: 0.6992, loss_cls: 2.4307, loss: 2.4307, grad_norm: 6.3804 2020-07-28 03:32:58,033 - mmaction - INFO - Epoch [155][3640/3757] lr: 5.060e-03, eta: 16:25:18, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4695, top5_acc: 0.7188, loss_cls: 2.3588, loss: 2.3588, grad_norm: 6.1424 2020-07-28 03:33:10,485 - mmaction - INFO - Epoch [155][3660/3757] lr: 5.060e-03, eta: 16:25:05, time: 0.622, data_time: 0.003, memory: 5232, top1_acc: 0.4820, top5_acc: 0.7234, loss_cls: 2.2974, loss: 2.2974, grad_norm: 6.1336 2020-07-28 03:33:27,852 - mmaction - INFO - Epoch [155][3680/3757] lr: 5.060e-03, eta: 16:24:54, time: 0.869, data_time: 0.051, memory: 5232, top1_acc: 0.5023, top5_acc: 0.7195, loss_cls: 2.2438, loss: 2.2438, grad_norm: 6.0206 2020-07-28 03:33:40,291 - mmaction - INFO - Epoch [155][3700/3757] lr: 5.060e-03, eta: 16:24:41, time: 0.621, data_time: 0.003, memory: 5232, top1_acc: 0.4688, top5_acc: 0.6984, loss_cls: 2.3172, loss: 2.3172, grad_norm: 5.9958 2020-07-28 03:33:51,737 - mmaction - INFO - Epoch [155][3720/3757] lr: 5.060e-03, eta: 16:24:29, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4578, top5_acc: 0.6828, loss_cls: 2.4733, loss: 2.4733, grad_norm: 6.3598 2020-07-28 03:34:03,116 - mmaction - INFO - Epoch [155][3740/3757] lr: 5.060e-03, eta: 16:24:16, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4750, top5_acc: 0.7023, loss_cls: 2.3379, loss: 2.3379, grad_norm: 6.3505 2020-07-28 03:34:36,332 - mmaction - INFO - Saving checkpoint at 155 epochs 2020-07-28 03:39:26,463 - mmaction - INFO - Epoch [156][20/3757] lr: 4.685e-03, eta: 16:24:48, time: 14.401, data_time: 13.605, memory: 5232, top1_acc: 0.4969, top5_acc: 0.7312, loss_cls: 2.2204, loss: 2.2204, grad_norm: 6.0133 2020-07-28 03:39:37,791 - mmaction - INFO - Epoch [156][40/3757] lr: 4.685e-03, eta: 16:24:35, time: 0.571, data_time: 0.007, memory: 5232, top1_acc: 0.4820, top5_acc: 0.7117, loss_cls: 2.2794, loss: 2.2794, grad_norm: 6.1039 2020-07-28 03:39:49,734 - mmaction - INFO - Epoch [156][60/3757] lr: 4.685e-03, eta: 16:24:22, time: 0.597, data_time: 0.033, memory: 5232, top1_acc: 0.4992, top5_acc: 0.7273, loss_cls: 2.1775, loss: 2.1775, grad_norm: 6.0554 2020-07-28 03:40:00,953 - mmaction - INFO - Epoch [156][80/3757] lr: 4.685e-03, eta: 16:24:09, time: 0.561, data_time: 0.001, memory: 5232, top1_acc: 0.5031, top5_acc: 0.7375, loss_cls: 2.1885, loss: 2.1885, grad_norm: 5.9883 2020-07-28 03:40:12,251 - mmaction - INFO - Epoch [156][100/3757] lr: 4.685e-03, eta: 16:23:56, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.5109, top5_acc: 0.7375, loss_cls: 2.1576, loss: 2.1576, grad_norm: 5.9714 2020-07-28 03:40:23,533 - mmaction - INFO - Epoch [156][120/3757] lr: 4.685e-03, eta: 16:23:43, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.5141, top5_acc: 0.7469, loss_cls: 2.1053, loss: 2.1053, grad_norm: 5.9732 2020-07-28 03:40:34,968 - mmaction - INFO - Epoch [156][140/3757] lr: 4.685e-03, eta: 16:23:31, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4719, top5_acc: 0.7148, loss_cls: 2.2826, loss: 2.2826, grad_norm: 6.4253 2020-07-28 03:40:46,303 - mmaction - INFO - Epoch [156][160/3757] lr: 4.685e-03, eta: 16:23:18, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4797, top5_acc: 0.7164, loss_cls: 2.2582, loss: 2.2582, grad_norm: 6.1384 2020-07-28 03:40:57,624 - mmaction - INFO - Epoch [156][180/3757] lr: 4.685e-03, eta: 16:23:05, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4680, top5_acc: 0.7070, loss_cls: 2.3305, loss: 2.3305, grad_norm: 6.3313 2020-07-28 03:41:08,986 - mmaction - INFO - Epoch [156][200/3757] lr: 4.685e-03, eta: 16:22:52, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.4969, top5_acc: 0.7219, loss_cls: 2.2606, loss: 2.2606, grad_norm: 6.1465 2020-07-28 03:41:20,386 - mmaction - INFO - Epoch [156][220/3757] lr: 4.685e-03, eta: 16:22:39, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4891, top5_acc: 0.7148, loss_cls: 2.2906, loss: 2.2906, grad_norm: 6.0704 2020-07-28 03:41:31,756 - mmaction - INFO - Epoch [156][240/3757] lr: 4.685e-03, eta: 16:22:26, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4828, top5_acc: 0.7117, loss_cls: 2.2742, loss: 2.2742, grad_norm: 6.3132 2020-07-28 03:41:43,107 - mmaction - INFO - Epoch [156][260/3757] lr: 4.685e-03, eta: 16:22:14, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4906, top5_acc: 0.7203, loss_cls: 2.2537, loss: 2.2537, grad_norm: 6.1625 2020-07-28 03:41:54,471 - mmaction - INFO - Epoch [156][280/3757] lr: 4.685e-03, eta: 16:22:01, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4609, top5_acc: 0.6891, loss_cls: 2.4145, loss: 2.4145, grad_norm: 6.2944 2020-07-28 03:42:05,923 - mmaction - INFO - Epoch [156][300/3757] lr: 4.685e-03, eta: 16:21:48, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.4641, top5_acc: 0.6992, loss_cls: 2.3239, loss: 2.3239, grad_norm: 6.2018 2020-07-28 03:42:17,388 - mmaction - INFO - Epoch [156][320/3757] lr: 4.685e-03, eta: 16:21:35, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.4586, top5_acc: 0.7039, loss_cls: 2.3422, loss: 2.3422, grad_norm: 6.1436 2020-07-28 03:42:28,789 - mmaction - INFO - Epoch [156][340/3757] lr: 4.685e-03, eta: 16:21:22, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4883, top5_acc: 0.7117, loss_cls: 2.2564, loss: 2.2564, grad_norm: 6.2160 2020-07-28 03:42:40,205 - mmaction - INFO - Epoch [156][360/3757] lr: 4.685e-03, eta: 16:21:09, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4727, top5_acc: 0.7039, loss_cls: 2.3223, loss: 2.3223, grad_norm: 6.2617 2020-07-28 03:42:51,535 - mmaction - INFO - Epoch [156][380/3757] lr: 4.685e-03, eta: 16:20:57, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4930, top5_acc: 0.7266, loss_cls: 2.2039, loss: 2.2039, grad_norm: 6.0920 2020-07-28 03:43:02,910 - mmaction - INFO - Epoch [156][400/3757] lr: 4.685e-03, eta: 16:20:44, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4820, top5_acc: 0.7086, loss_cls: 2.2697, loss: 2.2697, grad_norm: 5.8912 2020-07-28 03:43:14,465 - mmaction - INFO - Epoch [156][420/3757] lr: 4.685e-03, eta: 16:20:31, time: 0.578, data_time: 0.015, memory: 5232, top1_acc: 0.4688, top5_acc: 0.6977, loss_cls: 2.3631, loss: 2.3631, grad_norm: 5.9728 2020-07-28 03:43:25,933 - mmaction - INFO - Epoch [156][440/3757] lr: 4.685e-03, eta: 16:20:18, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4727, top5_acc: 0.6969, loss_cls: 2.3733, loss: 2.3733, grad_norm: 6.3794 2020-07-28 03:43:37,263 - mmaction - INFO - Epoch [156][460/3757] lr: 4.685e-03, eta: 16:20:05, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4820, top5_acc: 0.7070, loss_cls: 2.3292, loss: 2.3292, grad_norm: 6.1278 2020-07-28 03:43:48,717 - mmaction - INFO - Epoch [156][480/3757] lr: 4.685e-03, eta: 16:19:53, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4750, top5_acc: 0.6922, loss_cls: 2.3200, loss: 2.3200, grad_norm: 6.1690 2020-07-28 03:44:00,114 - mmaction - INFO - Epoch [156][500/3757] lr: 4.685e-03, eta: 16:19:40, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4891, top5_acc: 0.7148, loss_cls: 2.2618, loss: 2.2618, grad_norm: 6.2376 2020-07-28 03:44:11,486 - mmaction - INFO - Epoch [156][520/3757] lr: 4.685e-03, eta: 16:19:27, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4695, top5_acc: 0.7039, loss_cls: 2.3401, loss: 2.3401, grad_norm: 6.4666 2020-07-28 03:44:22,832 - mmaction - INFO - Epoch [156][540/3757] lr: 4.685e-03, eta: 16:19:14, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4734, top5_acc: 0.7141, loss_cls: 2.3390, loss: 2.3390, grad_norm: 6.0303 2020-07-28 03:44:34,351 - mmaction - INFO - Epoch [156][560/3757] lr: 4.685e-03, eta: 16:19:01, time: 0.576, data_time: 0.016, memory: 5232, top1_acc: 0.4813, top5_acc: 0.7094, loss_cls: 2.2960, loss: 2.2960, grad_norm: 6.1501 2020-07-28 03:44:45,776 - mmaction - INFO - Epoch [156][580/3757] lr: 4.685e-03, eta: 16:18:48, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4867, top5_acc: 0.7148, loss_cls: 2.2783, loss: 2.2783, grad_norm: 6.1390 2020-07-28 03:44:57,285 - mmaction - INFO - Epoch [156][600/3757] lr: 4.685e-03, eta: 16:18:36, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4938, top5_acc: 0.7320, loss_cls: 2.2161, loss: 2.2161, grad_norm: 6.1838 2020-07-28 03:45:08,792 - mmaction - INFO - Epoch [156][620/3757] lr: 4.685e-03, eta: 16:18:23, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4852, top5_acc: 0.7172, loss_cls: 2.2710, loss: 2.2710, grad_norm: 6.0984 2020-07-28 03:45:20,142 - mmaction - INFO - Epoch [156][640/3757] lr: 4.685e-03, eta: 16:18:10, time: 0.568, data_time: 0.001, memory: 5232, top1_acc: 0.4719, top5_acc: 0.6875, loss_cls: 2.3850, loss: 2.3850, grad_norm: 6.2222 2020-07-28 03:45:31,552 - mmaction - INFO - Epoch [156][660/3757] lr: 4.685e-03, eta: 16:17:57, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4938, top5_acc: 0.7125, loss_cls: 2.2587, loss: 2.2587, grad_norm: 6.1263 2020-07-28 03:45:42,925 - mmaction - INFO - Epoch [156][680/3757] lr: 4.685e-03, eta: 16:17:44, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4797, top5_acc: 0.7211, loss_cls: 2.2327, loss: 2.2327, grad_norm: 6.0306 2020-07-28 03:45:54,688 - mmaction - INFO - Epoch [156][700/3757] lr: 4.685e-03, eta: 16:17:32, time: 0.588, data_time: 0.024, memory: 5232, top1_acc: 0.4672, top5_acc: 0.6852, loss_cls: 2.3523, loss: 2.3523, grad_norm: 6.2160 2020-07-28 03:46:06,113 - mmaction - INFO - Epoch [156][720/3757] lr: 4.685e-03, eta: 16:17:19, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4773, top5_acc: 0.7031, loss_cls: 2.3941, loss: 2.3941, grad_norm: 6.2246 2020-07-28 03:46:17,808 - mmaction - INFO - Epoch [156][740/3757] lr: 4.685e-03, eta: 16:17:06, time: 0.585, data_time: 0.022, memory: 5232, top1_acc: 0.4773, top5_acc: 0.7117, loss_cls: 2.3120, loss: 2.3120, grad_norm: 6.1766 2020-07-28 03:46:29,710 - mmaction - INFO - Epoch [156][760/3757] lr: 4.685e-03, eta: 16:16:53, time: 0.595, data_time: 0.032, memory: 5232, top1_acc: 0.4953, top5_acc: 0.7328, loss_cls: 2.2239, loss: 2.2239, grad_norm: 6.1845 2020-07-28 03:46:41,098 - mmaction - INFO - Epoch [156][780/3757] lr: 4.685e-03, eta: 16:16:40, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4773, top5_acc: 0.7117, loss_cls: 2.2966, loss: 2.2966, grad_norm: 6.1430 2020-07-28 03:46:52,488 - mmaction - INFO - Epoch [156][800/3757] lr: 4.685e-03, eta: 16:16:28, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4711, top5_acc: 0.7023, loss_cls: 2.3495, loss: 2.3495, grad_norm: 6.2613 2020-07-28 03:47:03,892 - mmaction - INFO - Epoch [156][820/3757] lr: 4.685e-03, eta: 16:16:15, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4656, top5_acc: 0.7039, loss_cls: 2.3976, loss: 2.3976, grad_norm: 6.0866 2020-07-28 03:47:15,230 - mmaction - INFO - Epoch [156][840/3757] lr: 4.685e-03, eta: 16:16:02, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5008, top5_acc: 0.7180, loss_cls: 2.2078, loss: 2.2078, grad_norm: 5.8965 2020-07-28 03:47:27,589 - mmaction - INFO - Epoch [156][860/3757] lr: 4.685e-03, eta: 16:15:49, time: 0.617, data_time: 0.003, memory: 5232, top1_acc: 0.4797, top5_acc: 0.7031, loss_cls: 2.2947, loss: 2.2947, grad_norm: 6.1679 2020-07-28 03:47:38,906 - mmaction - INFO - Epoch [156][880/3757] lr: 4.685e-03, eta: 16:15:36, time: 0.566, data_time: 0.004, memory: 5232, top1_acc: 0.4680, top5_acc: 0.7008, loss_cls: 2.3766, loss: 2.3766, grad_norm: 6.2764 2020-07-28 03:47:50,309 - mmaction - INFO - Epoch [156][900/3757] lr: 4.685e-03, eta: 16:15:24, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4680, top5_acc: 0.7164, loss_cls: 2.3576, loss: 2.3576, grad_norm: 6.3799 2020-07-28 03:48:01,643 - mmaction - INFO - Epoch [156][920/3757] lr: 4.685e-03, eta: 16:15:11, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4813, top5_acc: 0.7258, loss_cls: 2.2520, loss: 2.2520, grad_norm: 6.1613 2020-07-28 03:48:13,071 - mmaction - INFO - Epoch [156][940/3757] lr: 4.685e-03, eta: 16:14:58, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4898, top5_acc: 0.6984, loss_cls: 2.3291, loss: 2.3291, grad_norm: 5.8542 2020-07-28 03:48:24,754 - mmaction - INFO - Epoch [156][960/3757] lr: 4.685e-03, eta: 16:14:45, time: 0.584, data_time: 0.017, memory: 5232, top1_acc: 0.4805, top5_acc: 0.7086, loss_cls: 2.2925, loss: 2.2925, grad_norm: 6.1552 2020-07-28 03:48:37,161 - mmaction - INFO - Epoch [156][980/3757] lr: 4.685e-03, eta: 16:14:33, time: 0.620, data_time: 0.003, memory: 5232, top1_acc: 0.4648, top5_acc: 0.7172, loss_cls: 2.2729, loss: 2.2729, grad_norm: 6.0967 2020-07-28 03:48:48,667 - mmaction - INFO - Epoch [156][1000/3757] lr: 4.685e-03, eta: 16:14:20, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.4703, top5_acc: 0.7008, loss_cls: 2.3179, loss: 2.3179, grad_norm: 6.2345 2020-07-28 03:49:02,693 - mmaction - INFO - Epoch [156][1020/3757] lr: 4.685e-03, eta: 16:14:07, time: 0.701, data_time: 0.003, memory: 5232, top1_acc: 0.4992, top5_acc: 0.7141, loss_cls: 2.2658, loss: 2.2658, grad_norm: 6.1854 2020-07-28 03:49:19,580 - mmaction - INFO - Epoch [156][1040/3757] lr: 4.685e-03, eta: 16:13:56, time: 0.844, data_time: 0.037, memory: 5232, top1_acc: 0.4750, top5_acc: 0.7125, loss_cls: 2.3082, loss: 2.3082, grad_norm: 6.2748 2020-07-28 03:49:34,381 - mmaction - INFO - Epoch [156][1060/3757] lr: 4.685e-03, eta: 16:13:44, time: 0.740, data_time: 0.003, memory: 5232, top1_acc: 0.4742, top5_acc: 0.7234, loss_cls: 2.3202, loss: 2.3202, grad_norm: 6.2574 2020-07-28 03:49:51,856 - mmaction - INFO - Epoch [156][1080/3757] lr: 4.685e-03, eta: 16:13:32, time: 0.874, data_time: 0.054, memory: 5232, top1_acc: 0.4797, top5_acc: 0.7000, loss_cls: 2.3049, loss: 2.3049, grad_norm: 6.2777 2020-07-28 03:50:07,436 - mmaction - INFO - Epoch [156][1100/3757] lr: 4.685e-03, eta: 16:13:20, time: 0.779, data_time: 0.056, memory: 5232, top1_acc: 0.4602, top5_acc: 0.6820, loss_cls: 2.4104, loss: 2.4104, grad_norm: 6.2568 2020-07-28 03:50:21,220 - mmaction - INFO - Epoch [156][1120/3757] lr: 4.685e-03, eta: 16:13:08, time: 0.689, data_time: 0.001, memory: 5232, top1_acc: 0.4820, top5_acc: 0.7031, loss_cls: 2.2874, loss: 2.2874, grad_norm: 6.1016 2020-07-28 03:50:34,815 - mmaction - INFO - Epoch [156][1140/3757] lr: 4.685e-03, eta: 16:12:55, time: 0.680, data_time: 0.000, memory: 5232, top1_acc: 0.4805, top5_acc: 0.7117, loss_cls: 2.2906, loss: 2.2906, grad_norm: 6.2889 2020-07-28 03:50:48,835 - mmaction - INFO - Epoch [156][1160/3757] lr: 4.685e-03, eta: 16:12:43, time: 0.701, data_time: 0.059, memory: 5232, top1_acc: 0.4977, top5_acc: 0.7258, loss_cls: 2.2332, loss: 2.2332, grad_norm: 6.0840 2020-07-28 03:51:03,909 - mmaction - INFO - Epoch [156][1180/3757] lr: 4.685e-03, eta: 16:12:31, time: 0.754, data_time: 0.063, memory: 5232, top1_acc: 0.4586, top5_acc: 0.6992, loss_cls: 2.3436, loss: 2.3436, grad_norm: 6.3738 2020-07-28 03:51:21,316 - mmaction - INFO - Epoch [156][1200/3757] lr: 4.685e-03, eta: 16:12:19, time: 0.870, data_time: 0.003, memory: 5232, top1_acc: 0.4922, top5_acc: 0.7328, loss_cls: 2.2349, loss: 2.2349, grad_norm: 6.1252 2020-07-28 03:51:33,289 - mmaction - INFO - Epoch [156][1220/3757] lr: 4.685e-03, eta: 16:12:07, time: 0.599, data_time: 0.003, memory: 5232, top1_acc: 0.4617, top5_acc: 0.7164, loss_cls: 2.3423, loss: 2.3423, grad_norm: 6.2543 2020-07-28 03:51:44,749 - mmaction - INFO - Epoch [156][1240/3757] lr: 4.685e-03, eta: 16:11:54, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4930, top5_acc: 0.7273, loss_cls: 2.2222, loss: 2.2222, grad_norm: 6.1241 2020-07-28 03:51:56,158 - mmaction - INFO - Epoch [156][1260/3757] lr: 4.685e-03, eta: 16:11:41, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4469, top5_acc: 0.7000, loss_cls: 2.4244, loss: 2.4244, grad_norm: 6.5504 2020-07-28 03:52:07,575 - mmaction - INFO - Epoch [156][1280/3757] lr: 4.685e-03, eta: 16:11:28, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5031, top5_acc: 0.7141, loss_cls: 2.2651, loss: 2.2651, grad_norm: 5.9942 2020-07-28 03:52:25,571 - mmaction - INFO - Epoch [156][1300/3757] lr: 4.685e-03, eta: 16:11:17, time: 0.900, data_time: 0.003, memory: 5232, top1_acc: 0.4758, top5_acc: 0.7078, loss_cls: 2.3194, loss: 2.3194, grad_norm: 6.1968 2020-07-28 03:52:40,157 - mmaction - INFO - Epoch [156][1320/3757] lr: 4.685e-03, eta: 16:11:05, time: 0.729, data_time: 0.003, memory: 5232, top1_acc: 0.4898, top5_acc: 0.7195, loss_cls: 2.2640, loss: 2.2640, grad_norm: 6.0293 2020-07-28 03:52:53,132 - mmaction - INFO - Epoch [156][1340/3757] lr: 4.685e-03, eta: 16:10:52, time: 0.649, data_time: 0.086, memory: 5232, top1_acc: 0.4758, top5_acc: 0.7117, loss_cls: 2.3424, loss: 2.3424, grad_norm: 6.1835 2020-07-28 03:53:08,100 - mmaction - INFO - Epoch [156][1360/3757] lr: 4.685e-03, eta: 16:10:40, time: 0.748, data_time: 0.003, memory: 5232, top1_acc: 0.4883, top5_acc: 0.7273, loss_cls: 2.2800, loss: 2.2800, grad_norm: 6.1172 2020-07-28 03:53:25,469 - mmaction - INFO - Epoch [156][1380/3757] lr: 4.685e-03, eta: 16:10:28, time: 0.868, data_time: 0.003, memory: 5232, top1_acc: 0.4836, top5_acc: 0.7094, loss_cls: 2.2953, loss: 2.2953, grad_norm: 6.1266 2020-07-28 03:53:39,607 - mmaction - INFO - Epoch [156][1400/3757] lr: 4.685e-03, eta: 16:10:16, time: 0.707, data_time: 0.071, memory: 5232, top1_acc: 0.4984, top5_acc: 0.7289, loss_cls: 2.2191, loss: 2.2191, grad_norm: 5.9710 2020-07-28 03:53:52,823 - mmaction - INFO - Epoch [156][1420/3757] lr: 4.685e-03, eta: 16:10:04, time: 0.661, data_time: 0.047, memory: 5232, top1_acc: 0.5016, top5_acc: 0.7344, loss_cls: 2.2037, loss: 2.2037, grad_norm: 5.8382 2020-07-28 03:54:06,489 - mmaction - INFO - Epoch [156][1440/3757] lr: 4.685e-03, eta: 16:09:51, time: 0.684, data_time: 0.003, memory: 5232, top1_acc: 0.4906, top5_acc: 0.7125, loss_cls: 2.2950, loss: 2.2950, grad_norm: 6.2611 2020-07-28 03:54:23,323 - mmaction - INFO - Epoch [156][1460/3757] lr: 4.685e-03, eta: 16:09:40, time: 0.842, data_time: 0.163, memory: 5232, top1_acc: 0.4719, top5_acc: 0.7141, loss_cls: 2.3704, loss: 2.3704, grad_norm: 6.2141 2020-07-28 03:54:35,085 - mmaction - INFO - Epoch [156][1480/3757] lr: 4.685e-03, eta: 16:09:27, time: 0.588, data_time: 0.025, memory: 5232, top1_acc: 0.4648, top5_acc: 0.7141, loss_cls: 2.3124, loss: 2.3124, grad_norm: 6.1439 2020-07-28 03:54:47,820 - mmaction - INFO - Epoch [156][1500/3757] lr: 4.685e-03, eta: 16:09:14, time: 0.637, data_time: 0.017, memory: 5232, top1_acc: 0.5008, top5_acc: 0.7172, loss_cls: 2.2325, loss: 2.2325, grad_norm: 5.8535 2020-07-28 03:54:59,463 - mmaction - INFO - Epoch [156][1520/3757] lr: 4.685e-03, eta: 16:09:02, time: 0.582, data_time: 0.022, memory: 5232, top1_acc: 0.4766, top5_acc: 0.7031, loss_cls: 2.3361, loss: 2.3361, grad_norm: 6.0654 2020-07-28 03:55:11,249 - mmaction - INFO - Epoch [156][1540/3757] lr: 4.685e-03, eta: 16:08:49, time: 0.589, data_time: 0.016, memory: 5232, top1_acc: 0.4773, top5_acc: 0.6883, loss_cls: 2.3587, loss: 2.3587, grad_norm: 6.0318 2020-07-28 03:55:23,072 - mmaction - INFO - Epoch [156][1560/3757] lr: 4.685e-03, eta: 16:08:36, time: 0.591, data_time: 0.024, memory: 5232, top1_acc: 0.4789, top5_acc: 0.7125, loss_cls: 2.2837, loss: 2.2837, grad_norm: 6.4224 2020-07-28 03:55:34,590 - mmaction - INFO - Epoch [156][1580/3757] lr: 4.685e-03, eta: 16:08:23, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.5070, top5_acc: 0.7109, loss_cls: 2.2257, loss: 2.2257, grad_norm: 6.3329 2020-07-28 03:55:46,373 - mmaction - INFO - Epoch [156][1600/3757] lr: 4.685e-03, eta: 16:08:10, time: 0.589, data_time: 0.023, memory: 5232, top1_acc: 0.4852, top5_acc: 0.7219, loss_cls: 2.2763, loss: 2.2763, grad_norm: 6.3012 2020-07-28 03:55:58,174 - mmaction - INFO - Epoch [156][1620/3757] lr: 4.685e-03, eta: 16:07:58, time: 0.590, data_time: 0.018, memory: 5232, top1_acc: 0.4867, top5_acc: 0.7125, loss_cls: 2.2923, loss: 2.2923, grad_norm: 6.3112 2020-07-28 03:56:09,924 - mmaction - INFO - Epoch [156][1640/3757] lr: 4.685e-03, eta: 16:07:45, time: 0.588, data_time: 0.023, memory: 5232, top1_acc: 0.4789, top5_acc: 0.7164, loss_cls: 2.2987, loss: 2.2987, grad_norm: 6.3496 2020-07-28 03:56:21,619 - mmaction - INFO - Epoch [156][1660/3757] lr: 4.685e-03, eta: 16:07:32, time: 0.584, data_time: 0.019, memory: 5232, top1_acc: 0.4789, top5_acc: 0.7195, loss_cls: 2.2887, loss: 2.2887, grad_norm: 6.0856 2020-07-28 03:56:33,451 - mmaction - INFO - Epoch [156][1680/3757] lr: 4.685e-03, eta: 16:07:19, time: 0.592, data_time: 0.023, memory: 5232, top1_acc: 0.4680, top5_acc: 0.6867, loss_cls: 2.4380, loss: 2.4380, grad_norm: 6.4877 2020-07-28 03:56:44,915 - mmaction - INFO - Epoch [156][1700/3757] lr: 4.685e-03, eta: 16:07:07, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.4594, top5_acc: 0.6781, loss_cls: 2.4011, loss: 2.4011, grad_norm: 6.0972 2020-07-28 03:56:56,301 - mmaction - INFO - Epoch [156][1720/3757] lr: 4.685e-03, eta: 16:06:54, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4984, top5_acc: 0.7172, loss_cls: 2.2456, loss: 2.2456, grad_norm: 5.9407 2020-07-28 03:57:07,810 - mmaction - INFO - Epoch [156][1740/3757] lr: 4.685e-03, eta: 16:06:41, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5070, top5_acc: 0.7320, loss_cls: 2.1687, loss: 2.1687, grad_norm: 6.2234 2020-07-28 03:57:24,040 - mmaction - INFO - Epoch [156][1760/3757] lr: 4.685e-03, eta: 16:06:29, time: 0.812, data_time: 0.211, memory: 5232, top1_acc: 0.4977, top5_acc: 0.7305, loss_cls: 2.2033, loss: 2.2033, grad_norm: 6.2439 2020-07-28 03:57:35,922 - mmaction - INFO - Epoch [156][1780/3757] lr: 4.685e-03, eta: 16:06:16, time: 0.594, data_time: 0.025, memory: 5232, top1_acc: 0.4945, top5_acc: 0.7047, loss_cls: 2.3350, loss: 2.3350, grad_norm: 6.3647 2020-07-28 03:57:47,608 - mmaction - INFO - Epoch [156][1800/3757] lr: 4.685e-03, eta: 16:06:04, time: 0.584, data_time: 0.014, memory: 5232, top1_acc: 0.4875, top5_acc: 0.7422, loss_cls: 2.1946, loss: 2.1946, grad_norm: 6.2479 2020-07-28 03:57:59,467 - mmaction - INFO - Epoch [156][1820/3757] lr: 4.685e-03, eta: 16:05:51, time: 0.593, data_time: 0.025, memory: 5232, top1_acc: 0.4820, top5_acc: 0.7055, loss_cls: 2.3258, loss: 2.3258, grad_norm: 6.2263 2020-07-28 03:58:11,256 - mmaction - INFO - Epoch [156][1840/3757] lr: 4.685e-03, eta: 16:05:38, time: 0.589, data_time: 0.017, memory: 5232, top1_acc: 0.4797, top5_acc: 0.7164, loss_cls: 2.2752, loss: 2.2752, grad_norm: 6.2680 2020-07-28 03:58:23,020 - mmaction - INFO - Epoch [156][1860/3757] lr: 4.685e-03, eta: 16:05:25, time: 0.589, data_time: 0.023, memory: 5232, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.2329, loss: 2.2329, grad_norm: 6.1419 2020-07-28 03:58:34,518 - mmaction - INFO - Epoch [156][1880/3757] lr: 4.685e-03, eta: 16:05:13, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4758, top5_acc: 0.6922, loss_cls: 2.3531, loss: 2.3531, grad_norm: 6.2286 2020-07-28 03:58:46,310 - mmaction - INFO - Epoch [156][1900/3757] lr: 4.685e-03, eta: 16:05:00, time: 0.590, data_time: 0.025, memory: 5232, top1_acc: 0.4773, top5_acc: 0.7180, loss_cls: 2.2986, loss: 2.2986, grad_norm: 6.2304 2020-07-28 03:58:58,090 - mmaction - INFO - Epoch [156][1920/3757] lr: 4.685e-03, eta: 16:04:47, time: 0.589, data_time: 0.019, memory: 5232, top1_acc: 0.5133, top5_acc: 0.7391, loss_cls: 2.1461, loss: 2.1461, grad_norm: 5.9489 2020-07-28 03:59:09,845 - mmaction - INFO - Epoch [156][1940/3757] lr: 4.685e-03, eta: 16:04:34, time: 0.588, data_time: 0.022, memory: 5232, top1_acc: 0.4656, top5_acc: 0.7180, loss_cls: 2.2760, loss: 2.2760, grad_norm: 6.2034 2020-07-28 03:59:21,933 - mmaction - INFO - Epoch [156][1960/3757] lr: 4.685e-03, eta: 16:04:22, time: 0.603, data_time: 0.026, memory: 5232, top1_acc: 0.4641, top5_acc: 0.7102, loss_cls: 2.3299, loss: 2.3299, grad_norm: 6.3582 2020-07-28 03:59:33,479 - mmaction - INFO - Epoch [156][1980/3757] lr: 4.685e-03, eta: 16:04:09, time: 0.579, data_time: 0.014, memory: 5232, top1_acc: 0.4641, top5_acc: 0.7008, loss_cls: 2.3787, loss: 2.3787, grad_norm: 6.3316 2020-07-28 03:59:44,887 - mmaction - INFO - Epoch [156][2000/3757] lr: 4.685e-03, eta: 16:03:56, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4703, top5_acc: 0.6937, loss_cls: 2.3854, loss: 2.3854, grad_norm: 6.2751 2020-07-28 03:59:56,204 - mmaction - INFO - Epoch [156][2020/3757] lr: 4.685e-03, eta: 16:03:43, time: 0.565, data_time: 0.002, memory: 5232, top1_acc: 0.4719, top5_acc: 0.7102, loss_cls: 2.2998, loss: 2.2998, grad_norm: 6.3667 2020-07-28 04:00:17,281 - mmaction - INFO - Epoch [156][2040/3757] lr: 4.685e-03, eta: 16:03:32, time: 1.049, data_time: 0.019, memory: 5232, top1_acc: 0.4828, top5_acc: 0.6984, loss_cls: 2.2861, loss: 2.2861, grad_norm: 6.2663 2020-07-28 04:00:32,922 - mmaction - INFO - Epoch [156][2060/3757] lr: 4.685e-03, eta: 16:03:20, time: 0.788, data_time: 0.178, memory: 5232, top1_acc: 0.4781, top5_acc: 0.7188, loss_cls: 2.2376, loss: 2.2376, grad_norm: 6.1401 2020-07-28 04:00:44,765 - mmaction - INFO - Epoch [156][2080/3757] lr: 4.685e-03, eta: 16:03:08, time: 0.591, data_time: 0.016, memory: 5232, top1_acc: 0.4766, top5_acc: 0.7055, loss_cls: 2.3083, loss: 2.3083, grad_norm: 6.1473 2020-07-28 04:00:56,605 - mmaction - INFO - Epoch [156][2100/3757] lr: 4.685e-03, eta: 16:02:55, time: 0.592, data_time: 0.023, memory: 5232, top1_acc: 0.4922, top5_acc: 0.7180, loss_cls: 2.2225, loss: 2.2225, grad_norm: 6.2051 2020-07-28 04:01:08,419 - mmaction - INFO - Epoch [156][2120/3757] lr: 4.685e-03, eta: 16:02:42, time: 0.591, data_time: 0.026, memory: 5232, top1_acc: 0.4758, top5_acc: 0.6969, loss_cls: 2.3333, loss: 2.3333, grad_norm: 6.2750 2020-07-28 04:01:20,124 - mmaction - INFO - Epoch [156][2140/3757] lr: 4.685e-03, eta: 16:02:29, time: 0.585, data_time: 0.014, memory: 5232, top1_acc: 0.4789, top5_acc: 0.7164, loss_cls: 2.2880, loss: 2.2880, grad_norm: 6.0748 2020-07-28 04:01:32,025 - mmaction - INFO - Epoch [156][2160/3757] lr: 4.685e-03, eta: 16:02:17, time: 0.595, data_time: 0.026, memory: 5232, top1_acc: 0.4609, top5_acc: 0.6906, loss_cls: 2.4246, loss: 2.4246, grad_norm: 6.3413 2020-07-28 04:01:44,837 - mmaction - INFO - Epoch [156][2180/3757] lr: 4.685e-03, eta: 16:02:04, time: 0.641, data_time: 0.072, memory: 5232, top1_acc: 0.5078, top5_acc: 0.7148, loss_cls: 2.2374, loss: 2.2374, grad_norm: 6.1024 2020-07-28 04:01:56,141 - mmaction - INFO - Epoch [156][2200/3757] lr: 4.685e-03, eta: 16:01:51, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.4781, top5_acc: 0.7266, loss_cls: 2.2325, loss: 2.2325, grad_norm: 6.1851 2020-07-28 04:02:07,680 - mmaction - INFO - Epoch [156][2220/3757] lr: 4.685e-03, eta: 16:01:39, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.4867, top5_acc: 0.7148, loss_cls: 2.2483, loss: 2.2483, grad_norm: 6.2345 2020-07-28 04:02:19,080 - mmaction - INFO - Epoch [156][2240/3757] lr: 4.685e-03, eta: 16:01:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4555, top5_acc: 0.6883, loss_cls: 2.4120, loss: 2.4120, grad_norm: 6.4259 2020-07-28 04:02:31,510 - mmaction - INFO - Epoch [156][2260/3757] lr: 4.685e-03, eta: 16:01:13, time: 0.621, data_time: 0.050, memory: 5232, top1_acc: 0.4688, top5_acc: 0.7008, loss_cls: 2.4105, loss: 2.4105, grad_norm: 6.4658 2020-07-28 04:02:44,058 - mmaction - INFO - Epoch [156][2280/3757] lr: 4.685e-03, eta: 16:01:01, time: 0.627, data_time: 0.057, memory: 5232, top1_acc: 0.4648, top5_acc: 0.6930, loss_cls: 2.3587, loss: 2.3587, grad_norm: 6.3197 2020-07-28 04:02:56,692 - mmaction - INFO - Epoch [156][2300/3757] lr: 4.685e-03, eta: 16:00:48, time: 0.632, data_time: 0.004, memory: 5232, top1_acc: 0.4867, top5_acc: 0.7180, loss_cls: 2.2351, loss: 2.2351, grad_norm: 6.1969 2020-07-28 04:03:10,671 - mmaction - INFO - Epoch [156][2320/3757] lr: 4.685e-03, eta: 16:00:36, time: 0.699, data_time: 0.062, memory: 5232, top1_acc: 0.4859, top5_acc: 0.7180, loss_cls: 2.1819, loss: 2.1819, grad_norm: 6.1438 2020-07-28 04:03:24,322 - mmaction - INFO - Epoch [156][2340/3757] lr: 4.685e-03, eta: 16:00:23, time: 0.682, data_time: 0.013, memory: 5232, top1_acc: 0.4719, top5_acc: 0.7063, loss_cls: 2.3399, loss: 2.3399, grad_norm: 6.3040 2020-07-28 04:03:40,927 - mmaction - INFO - Epoch [156][2360/3757] lr: 4.685e-03, eta: 16:00:12, time: 0.831, data_time: 0.003, memory: 5232, top1_acc: 0.4773, top5_acc: 0.7117, loss_cls: 2.3315, loss: 2.3315, grad_norm: 6.4356 2020-07-28 04:03:55,032 - mmaction - INFO - Epoch [156][2380/3757] lr: 4.685e-03, eta: 15:59:59, time: 0.705, data_time: 0.003, memory: 5232, top1_acc: 0.4836, top5_acc: 0.7078, loss_cls: 2.2793, loss: 2.2793, grad_norm: 6.3839 2020-07-28 04:04:13,797 - mmaction - INFO - Epoch [156][2400/3757] lr: 4.685e-03, eta: 15:59:48, time: 0.938, data_time: 0.002, memory: 5232, top1_acc: 0.4938, top5_acc: 0.7172, loss_cls: 2.2611, loss: 2.2611, grad_norm: 6.1253 2020-07-28 04:04:26,298 - mmaction - INFO - Epoch [156][2420/3757] lr: 4.685e-03, eta: 15:59:35, time: 0.625, data_time: 0.003, memory: 5232, top1_acc: 0.4664, top5_acc: 0.7195, loss_cls: 2.3016, loss: 2.3016, grad_norm: 6.2295 2020-07-28 04:04:39,705 - mmaction - INFO - Epoch [156][2440/3757] lr: 4.685e-03, eta: 15:59:23, time: 0.670, data_time: 0.011, memory: 5232, top1_acc: 0.4805, top5_acc: 0.7180, loss_cls: 2.2964, loss: 2.2964, grad_norm: 6.4320 2020-07-28 04:04:53,688 - mmaction - INFO - Epoch [156][2460/3757] lr: 4.685e-03, eta: 15:59:11, time: 0.699, data_time: 0.003, memory: 5232, top1_acc: 0.4969, top5_acc: 0.7203, loss_cls: 2.2782, loss: 2.2782, grad_norm: 6.1088 2020-07-28 04:05:08,236 - mmaction - INFO - Epoch [156][2480/3757] lr: 4.685e-03, eta: 15:58:58, time: 0.728, data_time: 0.003, memory: 5232, top1_acc: 0.4633, top5_acc: 0.7094, loss_cls: 2.2906, loss: 2.2906, grad_norm: 6.2715 2020-07-28 04:05:19,674 - mmaction - INFO - Epoch [156][2500/3757] lr: 4.685e-03, eta: 15:58:46, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4906, top5_acc: 0.7117, loss_cls: 2.2940, loss: 2.2940, grad_norm: 6.1593 2020-07-28 04:05:31,643 - mmaction - INFO - Epoch [156][2520/3757] lr: 4.685e-03, eta: 15:58:33, time: 0.599, data_time: 0.030, memory: 5232, top1_acc: 0.4977, top5_acc: 0.7297, loss_cls: 2.2083, loss: 2.2083, grad_norm: 6.0920 2020-07-28 04:05:43,058 - mmaction - INFO - Epoch [156][2540/3757] lr: 4.685e-03, eta: 15:58:20, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4828, top5_acc: 0.7078, loss_cls: 2.3087, loss: 2.3087, grad_norm: 6.1611 2020-07-28 04:05:55,438 - mmaction - INFO - Epoch [156][2560/3757] lr: 4.685e-03, eta: 15:58:07, time: 0.619, data_time: 0.003, memory: 5232, top1_acc: 0.4766, top5_acc: 0.7039, loss_cls: 2.2741, loss: 2.2741, grad_norm: 6.1633 2020-07-28 04:06:06,876 - mmaction - INFO - Epoch [156][2580/3757] lr: 4.685e-03, eta: 15:57:55, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.4930, top5_acc: 0.7289, loss_cls: 2.2596, loss: 2.2596, grad_norm: 6.0539 2020-07-28 04:06:22,514 - mmaction - INFO - Epoch [156][2600/3757] lr: 4.685e-03, eta: 15:57:43, time: 0.782, data_time: 0.159, memory: 5232, top1_acc: 0.4789, top5_acc: 0.7031, loss_cls: 2.3374, loss: 2.3374, grad_norm: 6.2193 2020-07-28 04:06:34,887 - mmaction - INFO - Epoch [156][2620/3757] lr: 4.685e-03, eta: 15:57:30, time: 0.619, data_time: 0.024, memory: 5232, top1_acc: 0.5000, top5_acc: 0.7273, loss_cls: 2.2251, loss: 2.2251, grad_norm: 6.1362 2020-07-28 04:06:46,569 - mmaction - INFO - Epoch [156][2640/3757] lr: 4.685e-03, eta: 15:57:17, time: 0.584, data_time: 0.015, memory: 5232, top1_acc: 0.4703, top5_acc: 0.7125, loss_cls: 2.3019, loss: 2.3019, grad_norm: 6.3273 2020-07-28 04:06:58,361 - mmaction - INFO - Epoch [156][2660/3757] lr: 4.685e-03, eta: 15:57:05, time: 0.590, data_time: 0.023, memory: 5232, top1_acc: 0.5031, top5_acc: 0.7359, loss_cls: 2.1761, loss: 2.1761, grad_norm: 6.1045 2020-07-28 04:07:10,173 - mmaction - INFO - Epoch [156][2680/3757] lr: 4.685e-03, eta: 15:56:52, time: 0.590, data_time: 0.017, memory: 5232, top1_acc: 0.4711, top5_acc: 0.7180, loss_cls: 2.2801, loss: 2.2801, grad_norm: 6.3110 2020-07-28 04:07:21,978 - mmaction - INFO - Epoch [156][2700/3757] lr: 4.685e-03, eta: 15:56:39, time: 0.591, data_time: 0.024, memory: 5232, top1_acc: 0.5078, top5_acc: 0.7305, loss_cls: 2.2332, loss: 2.2332, grad_norm: 6.3756 2020-07-28 04:07:33,471 - mmaction - INFO - Epoch [156][2720/3757] lr: 4.685e-03, eta: 15:56:26, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5031, top5_acc: 0.7328, loss_cls: 2.2092, loss: 2.2092, grad_norm: 6.2384 2020-07-28 04:07:45,385 - mmaction - INFO - Epoch [156][2740/3757] lr: 4.685e-03, eta: 15:56:14, time: 0.596, data_time: 0.025, memory: 5232, top1_acc: 0.4938, top5_acc: 0.7117, loss_cls: 2.2697, loss: 2.2697, grad_norm: 6.3166 2020-07-28 04:07:57,190 - mmaction - INFO - Epoch [156][2760/3757] lr: 4.685e-03, eta: 15:56:01, time: 0.590, data_time: 0.015, memory: 5232, top1_acc: 0.4930, top5_acc: 0.7172, loss_cls: 2.2750, loss: 2.2750, grad_norm: 6.3087 2020-07-28 04:08:09,115 - mmaction - INFO - Epoch [156][2780/3757] lr: 4.685e-03, eta: 15:55:48, time: 0.597, data_time: 0.025, memory: 5232, top1_acc: 0.4641, top5_acc: 0.7070, loss_cls: 2.3853, loss: 2.3853, grad_norm: 6.7206 2020-07-28 04:08:20,931 - mmaction - INFO - Epoch [156][2800/3757] lr: 4.685e-03, eta: 15:55:35, time: 0.591, data_time: 0.014, memory: 5232, top1_acc: 0.5086, top5_acc: 0.7242, loss_cls: 2.2160, loss: 2.2160, grad_norm: 6.2893 2020-07-28 04:08:32,869 - mmaction - INFO - Epoch [156][2820/3757] lr: 4.685e-03, eta: 15:55:23, time: 0.597, data_time: 0.025, memory: 5232, top1_acc: 0.4875, top5_acc: 0.7055, loss_cls: 2.2461, loss: 2.2461, grad_norm: 6.1572 2020-07-28 04:08:44,676 - mmaction - INFO - Epoch [156][2840/3757] lr: 4.685e-03, eta: 15:55:10, time: 0.590, data_time: 0.017, memory: 5232, top1_acc: 0.4562, top5_acc: 0.7078, loss_cls: 2.3573, loss: 2.3573, grad_norm: 6.2948 2020-07-28 04:08:56,562 - mmaction - INFO - Epoch [156][2860/3757] lr: 4.685e-03, eta: 15:54:57, time: 0.594, data_time: 0.024, memory: 5232, top1_acc: 0.4977, top5_acc: 0.7141, loss_cls: 2.2205, loss: 2.2205, grad_norm: 6.4642 2020-07-28 04:09:08,394 - mmaction - INFO - Epoch [156][2880/3757] lr: 4.685e-03, eta: 15:54:44, time: 0.592, data_time: 0.013, memory: 5232, top1_acc: 0.4602, top5_acc: 0.6961, loss_cls: 2.3863, loss: 2.3863, grad_norm: 6.3233 2020-07-28 04:09:19,858 - mmaction - INFO - Epoch [156][2900/3757] lr: 4.685e-03, eta: 15:54:32, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4602, top5_acc: 0.7141, loss_cls: 2.3601, loss: 2.3601, grad_norm: 6.4196 2020-07-28 04:09:31,740 - mmaction - INFO - Epoch [156][2920/3757] lr: 4.685e-03, eta: 15:54:19, time: 0.594, data_time: 0.020, memory: 5232, top1_acc: 0.4891, top5_acc: 0.7164, loss_cls: 2.2516, loss: 2.2516, grad_norm: 6.1152 2020-07-28 04:09:43,674 - mmaction - INFO - Epoch [156][2940/3757] lr: 4.685e-03, eta: 15:54:06, time: 0.597, data_time: 0.028, memory: 5232, top1_acc: 0.4664, top5_acc: 0.7133, loss_cls: 2.2660, loss: 2.2660, grad_norm: 6.1880 2020-07-28 04:09:55,515 - mmaction - INFO - Epoch [156][2960/3757] lr: 4.685e-03, eta: 15:53:53, time: 0.592, data_time: 0.014, memory: 5232, top1_acc: 0.4859, top5_acc: 0.7094, loss_cls: 2.2514, loss: 2.2514, grad_norm: 6.1770 2020-07-28 04:10:07,389 - mmaction - INFO - Epoch [156][2980/3757] lr: 4.685e-03, eta: 15:53:41, time: 0.594, data_time: 0.024, memory: 5232, top1_acc: 0.4781, top5_acc: 0.6992, loss_cls: 2.3579, loss: 2.3579, grad_norm: 6.2708 2020-07-28 04:10:19,168 - mmaction - INFO - Epoch [156][3000/3757] lr: 4.685e-03, eta: 15:53:28, time: 0.589, data_time: 0.018, memory: 5232, top1_acc: 0.5062, top5_acc: 0.7305, loss_cls: 2.1440, loss: 2.1440, grad_norm: 6.0604 2020-07-28 04:10:30,651 - mmaction - INFO - Epoch [156][3020/3757] lr: 4.685e-03, eta: 15:53:15, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4773, top5_acc: 0.7070, loss_cls: 2.3735, loss: 2.3735, grad_norm: 6.3277 2020-07-28 04:10:42,066 - mmaction - INFO - Epoch [156][3040/3757] lr: 4.685e-03, eta: 15:53:02, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.4891, top5_acc: 0.7063, loss_cls: 2.3003, loss: 2.3003, grad_norm: 6.3436 2020-07-28 04:10:53,806 - mmaction - INFO - Epoch [156][3060/3757] lr: 4.685e-03, eta: 15:52:50, time: 0.587, data_time: 0.017, memory: 5232, top1_acc: 0.4797, top5_acc: 0.7047, loss_cls: 2.3362, loss: 2.3362, grad_norm: 6.4959 2020-07-28 04:11:05,506 - mmaction - INFO - Epoch [156][3080/3757] lr: 4.685e-03, eta: 15:52:37, time: 0.585, data_time: 0.024, memory: 5232, top1_acc: 0.4586, top5_acc: 0.6953, loss_cls: 2.3983, loss: 2.3983, grad_norm: 6.5364 2020-07-28 04:11:17,322 - mmaction - INFO - Epoch [156][3100/3757] lr: 4.685e-03, eta: 15:52:24, time: 0.590, data_time: 0.014, memory: 5232, top1_acc: 0.4828, top5_acc: 0.7070, loss_cls: 2.2762, loss: 2.2762, grad_norm: 6.1458 2020-07-28 04:11:29,189 - mmaction - INFO - Epoch [156][3120/3757] lr: 4.685e-03, eta: 15:52:11, time: 0.594, data_time: 0.024, memory: 5232, top1_acc: 0.4828, top5_acc: 0.7039, loss_cls: 2.3292, loss: 2.3292, grad_norm: 6.3363 2020-07-28 04:11:41,185 - mmaction - INFO - Epoch [156][3140/3757] lr: 4.685e-03, eta: 15:51:59, time: 0.600, data_time: 0.021, memory: 5232, top1_acc: 0.5141, top5_acc: 0.7453, loss_cls: 2.1483, loss: 2.1483, grad_norm: 6.0576 2020-07-28 04:11:52,832 - mmaction - INFO - Epoch [156][3160/3757] lr: 4.685e-03, eta: 15:51:46, time: 0.582, data_time: 0.003, memory: 5232, top1_acc: 0.4734, top5_acc: 0.7109, loss_cls: 2.2772, loss: 2.2772, grad_norm: 6.1848 2020-07-28 04:12:04,326 - mmaction - INFO - Epoch [156][3180/3757] lr: 4.685e-03, eta: 15:51:33, time: 0.575, data_time: 0.006, memory: 5232, top1_acc: 0.5055, top5_acc: 0.7078, loss_cls: 2.2067, loss: 2.2067, grad_norm: 6.0373 2020-07-28 04:12:15,550 - mmaction - INFO - Epoch [156][3200/3757] lr: 4.685e-03, eta: 15:51:20, time: 0.561, data_time: 0.002, memory: 5232, top1_acc: 0.4758, top5_acc: 0.7227, loss_cls: 2.3159, loss: 2.3159, grad_norm: 6.3602 2020-07-28 04:12:27,035 - mmaction - INFO - Epoch [156][3220/3757] lr: 4.685e-03, eta: 15:51:07, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4844, top5_acc: 0.7055, loss_cls: 2.2739, loss: 2.2739, grad_norm: 6.2730 2020-07-28 04:12:38,573 - mmaction - INFO - Epoch [156][3240/3757] lr: 4.685e-03, eta: 15:50:55, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.4547, top5_acc: 0.6852, loss_cls: 2.4133, loss: 2.4133, grad_norm: 6.5701 2020-07-28 04:12:49,973 - mmaction - INFO - Epoch [156][3260/3757] lr: 4.685e-03, eta: 15:50:42, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4727, top5_acc: 0.7023, loss_cls: 2.3213, loss: 2.3213, grad_norm: 6.2217 2020-07-28 04:13:01,412 - mmaction - INFO - Epoch [156][3280/3757] lr: 4.685e-03, eta: 15:50:29, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4930, top5_acc: 0.7344, loss_cls: 2.1625, loss: 2.1625, grad_norm: 5.9872 2020-07-28 04:13:12,965 - mmaction - INFO - Epoch [156][3300/3757] lr: 4.685e-03, eta: 15:50:16, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.4805, top5_acc: 0.7289, loss_cls: 2.2756, loss: 2.2756, grad_norm: 6.3825 2020-07-28 04:13:24,437 - mmaction - INFO - Epoch [156][3320/3757] lr: 4.685e-03, eta: 15:50:03, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4984, top5_acc: 0.7227, loss_cls: 2.1895, loss: 2.1895, grad_norm: 6.2341 2020-07-28 04:13:35,895 - mmaction - INFO - Epoch [156][3340/3757] lr: 4.685e-03, eta: 15:49:51, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4969, top5_acc: 0.7125, loss_cls: 2.2460, loss: 2.2460, grad_norm: 6.2658 2020-07-28 04:13:47,323 - mmaction - INFO - Epoch [156][3360/3757] lr: 4.685e-03, eta: 15:49:38, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5016, top5_acc: 0.7227, loss_cls: 2.2203, loss: 2.2203, grad_norm: 6.0062 2020-07-28 04:13:58,783 - mmaction - INFO - Epoch [156][3380/3757] lr: 4.685e-03, eta: 15:49:25, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4633, top5_acc: 0.6945, loss_cls: 2.4026, loss: 2.4026, grad_norm: 6.3834 2020-07-28 04:14:10,176 - mmaction - INFO - Epoch [156][3400/3757] lr: 4.685e-03, eta: 15:49:12, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4813, top5_acc: 0.7148, loss_cls: 2.2777, loss: 2.2777, grad_norm: 6.2714 2020-07-28 04:14:21,617 - mmaction - INFO - Epoch [156][3420/3757] lr: 4.685e-03, eta: 15:48:59, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5000, top5_acc: 0.7352, loss_cls: 2.2310, loss: 2.2310, grad_norm: 6.0163 2020-07-28 04:14:33,363 - mmaction - INFO - Epoch [156][3440/3757] lr: 4.685e-03, eta: 15:48:47, time: 0.587, data_time: 0.022, memory: 5232, top1_acc: 0.4609, top5_acc: 0.7047, loss_cls: 2.3131, loss: 2.3131, grad_norm: 6.3734 2020-07-28 04:14:44,824 - mmaction - INFO - Epoch [156][3460/3757] lr: 4.685e-03, eta: 15:48:34, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4813, top5_acc: 0.7305, loss_cls: 2.2334, loss: 2.2334, grad_norm: 6.2518 2020-07-28 04:14:56,258 - mmaction - INFO - Epoch [156][3480/3757] lr: 4.685e-03, eta: 15:48:21, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4836, top5_acc: 0.7219, loss_cls: 2.2406, loss: 2.2406, grad_norm: 6.2244 2020-07-28 04:15:08,122 - mmaction - INFO - Epoch [156][3500/3757] lr: 4.685e-03, eta: 15:48:08, time: 0.593, data_time: 0.025, memory: 5232, top1_acc: 0.4797, top5_acc: 0.7266, loss_cls: 2.2520, loss: 2.2520, grad_norm: 6.0866 2020-07-28 04:15:19,523 - mmaction - INFO - Epoch [156][3520/3757] lr: 4.685e-03, eta: 15:47:55, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4922, top5_acc: 0.7031, loss_cls: 2.3598, loss: 2.3598, grad_norm: 6.3445 2020-07-28 04:15:30,986 - mmaction - INFO - Epoch [156][3540/3757] lr: 4.685e-03, eta: 15:47:43, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4930, top5_acc: 0.7438, loss_cls: 2.1972, loss: 2.1972, grad_norm: 6.2013 2020-07-28 04:15:42,504 - mmaction - INFO - Epoch [156][3560/3757] lr: 4.685e-03, eta: 15:47:30, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4695, top5_acc: 0.6992, loss_cls: 2.3418, loss: 2.3418, grad_norm: 6.2740 2020-07-28 04:15:53,906 - mmaction - INFO - Epoch [156][3580/3757] lr: 4.685e-03, eta: 15:47:17, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4961, top5_acc: 0.7281, loss_cls: 2.2656, loss: 2.2656, grad_norm: 6.2567 2020-07-28 04:16:05,382 - mmaction - INFO - Epoch [156][3600/3757] lr: 4.685e-03, eta: 15:47:04, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4820, top5_acc: 0.6750, loss_cls: 2.3775, loss: 2.3775, grad_norm: 6.2418 2020-07-28 04:16:16,773 - mmaction - INFO - Epoch [156][3620/3757] lr: 4.685e-03, eta: 15:46:51, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4828, top5_acc: 0.7258, loss_cls: 2.2391, loss: 2.2391, grad_norm: 6.2319 2020-07-28 04:16:28,272 - mmaction - INFO - Epoch [156][3640/3757] lr: 4.685e-03, eta: 15:46:39, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5039, top5_acc: 0.7063, loss_cls: 2.2832, loss: 2.2832, grad_norm: 6.2485 2020-07-28 04:16:39,744 - mmaction - INFO - Epoch [156][3660/3757] lr: 4.685e-03, eta: 15:46:26, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4938, top5_acc: 0.7109, loss_cls: 2.2930, loss: 2.2930, grad_norm: 6.3258 2020-07-28 04:16:51,201 - mmaction - INFO - Epoch [156][3680/3757] lr: 4.685e-03, eta: 15:46:13, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.4750, top5_acc: 0.7023, loss_cls: 2.3198, loss: 2.3198, grad_norm: 6.4661 2020-07-28 04:17:03,107 - mmaction - INFO - Epoch [156][3700/3757] lr: 4.685e-03, eta: 15:46:00, time: 0.595, data_time: 0.029, memory: 5232, top1_acc: 0.4836, top5_acc: 0.7164, loss_cls: 2.2902, loss: 2.2902, grad_norm: 6.1895 2020-07-28 04:17:14,535 - mmaction - INFO - Epoch [156][3720/3757] lr: 4.685e-03, eta: 15:45:47, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4664, top5_acc: 0.6914, loss_cls: 2.3614, loss: 2.3614, grad_norm: 6.3061 2020-07-28 04:17:25,989 - mmaction - INFO - Epoch [156][3740/3757] lr: 4.685e-03, eta: 15:45:35, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5008, top5_acc: 0.7203, loss_cls: 2.2739, loss: 2.2739, grad_norm: 6.1504 2020-07-28 04:22:16,412 - mmaction - INFO - Epoch [157][20/3757] lr: 4.323e-03, eta: 15:45:58, time: 12.887, data_time: 12.109, memory: 5232, top1_acc: 0.4961, top5_acc: 0.7078, loss_cls: 2.2699, loss: 2.2699, grad_norm: 6.3588 2020-07-28 04:22:27,754 - mmaction - INFO - Epoch [157][40/3757] lr: 4.323e-03, eta: 15:45:45, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.4664, top5_acc: 0.7016, loss_cls: 2.4460, loss: 2.4460, grad_norm: 6.5594 2020-07-28 04:22:39,195 - mmaction - INFO - Epoch [157][60/3757] lr: 4.323e-03, eta: 15:45:32, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.4641, top5_acc: 0.7094, loss_cls: 2.3219, loss: 2.3219, grad_norm: 6.3869 2020-07-28 04:22:50,557 - mmaction - INFO - Epoch [157][80/3757] lr: 4.323e-03, eta: 15:45:19, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4711, top5_acc: 0.7320, loss_cls: 2.2307, loss: 2.2307, grad_norm: 6.2903 2020-07-28 04:23:01,969 - mmaction - INFO - Epoch [157][100/3757] lr: 4.323e-03, eta: 15:45:07, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5008, top5_acc: 0.7406, loss_cls: 2.1765, loss: 2.1765, grad_norm: 6.2771 2020-07-28 04:23:13,363 - mmaction - INFO - Epoch [157][120/3757] lr: 4.323e-03, eta: 15:44:54, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4977, top5_acc: 0.7156, loss_cls: 2.2502, loss: 2.2502, grad_norm: 6.3072 2020-07-28 04:23:24,724 - mmaction - INFO - Epoch [157][140/3757] lr: 4.323e-03, eta: 15:44:41, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5336, top5_acc: 0.7359, loss_cls: 2.1566, loss: 2.1566, grad_norm: 6.0914 2020-07-28 04:23:36,012 - mmaction - INFO - Epoch [157][160/3757] lr: 4.323e-03, eta: 15:44:28, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.5008, top5_acc: 0.7234, loss_cls: 2.1932, loss: 2.1932, grad_norm: 6.0713 2020-07-28 04:23:47,410 - mmaction - INFO - Epoch [157][180/3757] lr: 4.323e-03, eta: 15:44:15, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4781, top5_acc: 0.7297, loss_cls: 2.3237, loss: 2.3237, grad_norm: 6.3801 2020-07-28 04:23:58,940 - mmaction - INFO - Epoch [157][200/3757] lr: 4.323e-03, eta: 15:44:02, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5047, top5_acc: 0.7297, loss_cls: 2.2238, loss: 2.2238, grad_norm: 6.3963 2020-07-28 04:24:10,150 - mmaction - INFO - Epoch [157][220/3757] lr: 4.323e-03, eta: 15:43:50, time: 0.562, data_time: 0.002, memory: 5232, top1_acc: 0.4953, top5_acc: 0.7305, loss_cls: 2.2046, loss: 2.2046, grad_norm: 6.1377 2020-07-28 04:24:21,569 - mmaction - INFO - Epoch [157][240/3757] lr: 4.323e-03, eta: 15:43:37, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4859, top5_acc: 0.7133, loss_cls: 2.2773, loss: 2.2773, grad_norm: 6.0588 2020-07-28 04:24:32,975 - mmaction - INFO - Epoch [157][260/3757] lr: 4.323e-03, eta: 15:43:24, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5031, top5_acc: 0.7227, loss_cls: 2.2429, loss: 2.2429, grad_norm: 6.0798 2020-07-28 04:24:44,360 - mmaction - INFO - Epoch [157][280/3757] lr: 4.323e-03, eta: 15:43:11, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5047, top5_acc: 0.7117, loss_cls: 2.2709, loss: 2.2709, grad_norm: 6.2961 2020-07-28 04:24:55,847 - mmaction - INFO - Epoch [157][300/3757] lr: 4.323e-03, eta: 15:42:58, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4852, top5_acc: 0.7086, loss_cls: 2.3278, loss: 2.3278, grad_norm: 6.3191 2020-07-28 04:25:07,287 - mmaction - INFO - Epoch [157][320/3757] lr: 4.323e-03, eta: 15:42:45, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4898, top5_acc: 0.7305, loss_cls: 2.2020, loss: 2.2020, grad_norm: 6.3122 2020-07-28 04:25:18,669 - mmaction - INFO - Epoch [157][340/3757] lr: 4.323e-03, eta: 15:42:33, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4844, top5_acc: 0.7086, loss_cls: 2.3296, loss: 2.3296, grad_norm: 6.3645 2020-07-28 04:25:30,014 - mmaction - INFO - Epoch [157][360/3757] lr: 4.323e-03, eta: 15:42:20, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4805, top5_acc: 0.7156, loss_cls: 2.2858, loss: 2.2858, grad_norm: 6.4054 2020-07-28 04:25:41,445 - mmaction - INFO - Epoch [157][380/3757] lr: 4.323e-03, eta: 15:42:07, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4789, top5_acc: 0.6961, loss_cls: 2.3306, loss: 2.3306, grad_norm: 6.5028 2020-07-28 04:25:52,767 - mmaction - INFO - Epoch [157][400/3757] lr: 4.323e-03, eta: 15:41:54, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4547, top5_acc: 0.7125, loss_cls: 2.3410, loss: 2.3410, grad_norm: 6.3877 2020-07-28 04:26:04,363 - mmaction - INFO - Epoch [157][420/3757] lr: 4.323e-03, eta: 15:41:41, time: 0.580, data_time: 0.018, memory: 5232, top1_acc: 0.4742, top5_acc: 0.7055, loss_cls: 2.3231, loss: 2.3231, grad_norm: 6.4897 2020-07-28 04:26:15,738 - mmaction - INFO - Epoch [157][440/3757] lr: 4.323e-03, eta: 15:41:29, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4734, top5_acc: 0.7023, loss_cls: 2.3323, loss: 2.3323, grad_norm: 6.4129 2020-07-28 04:26:27,103 - mmaction - INFO - Epoch [157][460/3757] lr: 4.323e-03, eta: 15:41:16, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5062, top5_acc: 0.7281, loss_cls: 2.2243, loss: 2.2243, grad_norm: 6.0038 2020-07-28 04:26:38,484 - mmaction - INFO - Epoch [157][480/3757] lr: 4.323e-03, eta: 15:41:03, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.4852, top5_acc: 0.7258, loss_cls: 2.2842, loss: 2.2842, grad_norm: 6.3629 2020-07-28 04:26:49,859 - mmaction - INFO - Epoch [157][500/3757] lr: 4.323e-03, eta: 15:40:50, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4813, top5_acc: 0.7102, loss_cls: 2.3223, loss: 2.3223, grad_norm: 6.4692 2020-07-28 04:27:01,287 - mmaction - INFO - Epoch [157][520/3757] lr: 4.323e-03, eta: 15:40:37, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4930, top5_acc: 0.7039, loss_cls: 2.3185, loss: 2.3185, grad_norm: 6.3413 2020-07-28 04:27:12,881 - mmaction - INFO - Epoch [157][540/3757] lr: 4.323e-03, eta: 15:40:24, time: 0.580, data_time: 0.003, memory: 5232, top1_acc: 0.4914, top5_acc: 0.7203, loss_cls: 2.2607, loss: 2.2607, grad_norm: 6.3045 2020-07-28 04:27:24,335 - mmaction - INFO - Epoch [157][560/3757] lr: 4.323e-03, eta: 15:40:12, time: 0.573, data_time: 0.012, memory: 5232, top1_acc: 0.4875, top5_acc: 0.7000, loss_cls: 2.2851, loss: 2.2851, grad_norm: 6.1505 2020-07-28 04:27:35,785 - mmaction - INFO - Epoch [157][580/3757] lr: 4.323e-03, eta: 15:39:59, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5031, top5_acc: 0.7227, loss_cls: 2.2504, loss: 2.2504, grad_norm: 6.3060 2020-07-28 04:27:47,213 - mmaction - INFO - Epoch [157][600/3757] lr: 4.323e-03, eta: 15:39:46, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5039, top5_acc: 0.7258, loss_cls: 2.2199, loss: 2.2199, grad_norm: 6.2984 2020-07-28 04:27:58,593 - mmaction - INFO - Epoch [157][620/3757] lr: 4.323e-03, eta: 15:39:33, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4953, top5_acc: 0.7195, loss_cls: 2.2656, loss: 2.2656, grad_norm: 6.1034 2020-07-28 04:28:09,949 - mmaction - INFO - Epoch [157][640/3757] lr: 4.323e-03, eta: 15:39:20, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4852, top5_acc: 0.6992, loss_cls: 2.3245, loss: 2.3245, grad_norm: 6.2848 2020-07-28 04:28:21,460 - mmaction - INFO - Epoch [157][660/3757] lr: 4.323e-03, eta: 15:39:07, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5039, top5_acc: 0.7219, loss_cls: 2.2084, loss: 2.2084, grad_norm: 6.1985 2020-07-28 04:28:32,919 - mmaction - INFO - Epoch [157][680/3757] lr: 4.323e-03, eta: 15:38:55, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4859, top5_acc: 0.7172, loss_cls: 2.2509, loss: 2.2509, grad_norm: 6.1729 2020-07-28 04:28:44,355 - mmaction - INFO - Epoch [157][700/3757] lr: 4.323e-03, eta: 15:38:42, time: 0.572, data_time: 0.010, memory: 5232, top1_acc: 0.4766, top5_acc: 0.7016, loss_cls: 2.3429, loss: 2.3429, grad_norm: 6.2089 2020-07-28 04:28:55,864 - mmaction - INFO - Epoch [157][720/3757] lr: 4.323e-03, eta: 15:38:29, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4773, top5_acc: 0.7141, loss_cls: 2.2882, loss: 2.2882, grad_norm: 6.1172 2020-07-28 04:29:07,347 - mmaction - INFO - Epoch [157][740/3757] lr: 4.323e-03, eta: 15:38:16, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4961, top5_acc: 0.7172, loss_cls: 2.2729, loss: 2.2729, grad_norm: 6.3069 2020-07-28 04:29:18,758 - mmaction - INFO - Epoch [157][760/3757] lr: 4.323e-03, eta: 15:38:03, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4766, top5_acc: 0.7188, loss_cls: 2.2408, loss: 2.2408, grad_norm: 6.0988 2020-07-28 04:29:30,193 - mmaction - INFO - Epoch [157][780/3757] lr: 4.323e-03, eta: 15:37:51, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4930, top5_acc: 0.7258, loss_cls: 2.2903, loss: 2.2903, grad_norm: 6.1785 2020-07-28 04:29:41,634 - mmaction - INFO - Epoch [157][800/3757] lr: 4.323e-03, eta: 15:37:38, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.4820, top5_acc: 0.7211, loss_cls: 2.3256, loss: 2.3256, grad_norm: 6.4428 2020-07-28 04:29:52,974 - mmaction - INFO - Epoch [157][820/3757] lr: 4.323e-03, eta: 15:37:25, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5086, top5_acc: 0.7023, loss_cls: 2.2758, loss: 2.2758, grad_norm: 6.1936 2020-07-28 04:30:04,491 - mmaction - INFO - Epoch [157][840/3757] lr: 4.323e-03, eta: 15:37:12, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4813, top5_acc: 0.7133, loss_cls: 2.2259, loss: 2.2259, grad_norm: 6.2813 2020-07-28 04:30:15,970 - mmaction - INFO - Epoch [157][860/3757] lr: 4.323e-03, eta: 15:36:59, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.4898, top5_acc: 0.7141, loss_cls: 2.2581, loss: 2.2581, grad_norm: 6.2018 2020-07-28 04:30:27,371 - mmaction - INFO - Epoch [157][880/3757] lr: 4.323e-03, eta: 15:36:47, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4938, top5_acc: 0.7242, loss_cls: 2.2443, loss: 2.2443, grad_norm: 6.2539 2020-07-28 04:30:38,823 - mmaction - INFO - Epoch [157][900/3757] lr: 4.323e-03, eta: 15:36:34, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4859, top5_acc: 0.7312, loss_cls: 2.2445, loss: 2.2445, grad_norm: 6.2378 2020-07-28 04:30:50,204 - mmaction - INFO - Epoch [157][920/3757] lr: 4.323e-03, eta: 15:36:21, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.4992, top5_acc: 0.7180, loss_cls: 2.2690, loss: 2.2690, grad_norm: 6.3026 2020-07-28 04:31:01,547 - mmaction - INFO - Epoch [157][940/3757] lr: 4.323e-03, eta: 15:36:08, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4836, top5_acc: 0.7188, loss_cls: 2.2526, loss: 2.2526, grad_norm: 6.1435 2020-07-28 04:31:13,025 - mmaction - INFO - Epoch [157][960/3757] lr: 4.323e-03, eta: 15:35:55, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5109, top5_acc: 0.7391, loss_cls: 2.1243, loss: 2.1243, grad_norm: 5.9872 2020-07-28 04:31:24,366 - mmaction - INFO - Epoch [157][980/3757] lr: 4.323e-03, eta: 15:35:42, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4789, top5_acc: 0.7148, loss_cls: 2.3101, loss: 2.3101, grad_norm: 6.5502 2020-07-28 04:31:35,879 - mmaction - INFO - Epoch [157][1000/3757] lr: 4.323e-03, eta: 15:35:30, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5039, top5_acc: 0.7203, loss_cls: 2.2318, loss: 2.2318, grad_norm: 6.1148 2020-07-28 04:31:47,190 - mmaction - INFO - Epoch [157][1020/3757] lr: 4.323e-03, eta: 15:35:17, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.4914, top5_acc: 0.7219, loss_cls: 2.2584, loss: 2.2584, grad_norm: 6.2495 2020-07-28 04:31:58,606 - mmaction - INFO - Epoch [157][1040/3757] lr: 4.323e-03, eta: 15:35:04, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4898, top5_acc: 0.7023, loss_cls: 2.2955, loss: 2.2955, grad_norm: 6.3225 2020-07-28 04:32:10,095 - mmaction - INFO - Epoch [157][1060/3757] lr: 4.323e-03, eta: 15:34:51, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4773, top5_acc: 0.7023, loss_cls: 2.3086, loss: 2.3086, grad_norm: 6.4932 2020-07-28 04:32:21,570 - mmaction - INFO - Epoch [157][1080/3757] lr: 4.323e-03, eta: 15:34:38, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4734, top5_acc: 0.7188, loss_cls: 2.2537, loss: 2.2537, grad_norm: 6.2240 2020-07-28 04:32:33,056 - mmaction - INFO - Epoch [157][1100/3757] lr: 4.323e-03, eta: 15:34:26, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4805, top5_acc: 0.7297, loss_cls: 2.2461, loss: 2.2461, grad_norm: 6.3559 2020-07-28 04:32:44,408 - mmaction - INFO - Epoch [157][1120/3757] lr: 4.323e-03, eta: 15:34:13, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4898, top5_acc: 0.7070, loss_cls: 2.2527, loss: 2.2527, grad_norm: 6.0966 2020-07-28 04:32:56,357 - mmaction - INFO - Epoch [157][1140/3757] lr: 4.323e-03, eta: 15:34:00, time: 0.597, data_time: 0.032, memory: 5232, top1_acc: 0.4789, top5_acc: 0.7258, loss_cls: 2.2660, loss: 2.2660, grad_norm: 6.2619 2020-07-28 04:33:07,841 - mmaction - INFO - Epoch [157][1160/3757] lr: 4.323e-03, eta: 15:33:47, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4992, top5_acc: 0.7422, loss_cls: 2.1727, loss: 2.1727, grad_norm: 6.0538 2020-07-28 04:33:26,010 - mmaction - INFO - Epoch [157][1180/3757] lr: 4.323e-03, eta: 15:33:36, time: 0.909, data_time: 0.146, memory: 5232, top1_acc: 0.5039, top5_acc: 0.7336, loss_cls: 2.2011, loss: 2.2011, grad_norm: 6.3226 2020-07-28 04:33:38,212 - mmaction - INFO - Epoch [157][1200/3757] lr: 4.323e-03, eta: 15:33:23, time: 0.610, data_time: 0.046, memory: 5232, top1_acc: 0.4813, top5_acc: 0.7156, loss_cls: 2.2746, loss: 2.2746, grad_norm: 6.3445 2020-07-28 04:33:49,932 - mmaction - INFO - Epoch [157][1220/3757] lr: 4.323e-03, eta: 15:33:10, time: 0.587, data_time: 0.014, memory: 5232, top1_acc: 0.4906, top5_acc: 0.7055, loss_cls: 2.2580, loss: 2.2580, grad_norm: 6.2956 2020-07-28 04:34:01,778 - mmaction - INFO - Epoch [157][1240/3757] lr: 4.323e-03, eta: 15:32:58, time: 0.593, data_time: 0.025, memory: 5232, top1_acc: 0.4875, top5_acc: 0.7078, loss_cls: 2.3090, loss: 2.3090, grad_norm: 6.4071 2020-07-28 04:34:13,539 - mmaction - INFO - Epoch [157][1260/3757] lr: 4.323e-03, eta: 15:32:45, time: 0.588, data_time: 0.015, memory: 5232, top1_acc: 0.4773, top5_acc: 0.7164, loss_cls: 2.2573, loss: 2.2573, grad_norm: 6.4597 2020-07-28 04:34:25,276 - mmaction - INFO - Epoch [157][1280/3757] lr: 4.323e-03, eta: 15:32:32, time: 0.587, data_time: 0.022, memory: 5232, top1_acc: 0.4883, top5_acc: 0.7227, loss_cls: 2.2399, loss: 2.2399, grad_norm: 6.2158 2020-07-28 04:34:37,046 - mmaction - INFO - Epoch [157][1300/3757] lr: 4.323e-03, eta: 15:32:19, time: 0.588, data_time: 0.017, memory: 5232, top1_acc: 0.5000, top5_acc: 0.7281, loss_cls: 2.1928, loss: 2.1928, grad_norm: 6.2512 2020-07-28 04:34:48,391 - mmaction - INFO - Epoch [157][1320/3757] lr: 4.323e-03, eta: 15:32:06, time: 0.567, data_time: 0.004, memory: 5232, top1_acc: 0.4734, top5_acc: 0.6875, loss_cls: 2.3819, loss: 2.3819, grad_norm: 6.3630 2020-07-28 04:34:59,792 - mmaction - INFO - Epoch [157][1340/3757] lr: 4.323e-03, eta: 15:31:54, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4828, top5_acc: 0.7063, loss_cls: 2.2587, loss: 2.2587, grad_norm: 6.3109 2020-07-28 04:35:11,401 - mmaction - INFO - Epoch [157][1360/3757] lr: 4.323e-03, eta: 15:31:41, time: 0.580, data_time: 0.014, memory: 5232, top1_acc: 0.4813, top5_acc: 0.7125, loss_cls: 2.2763, loss: 2.2763, grad_norm: 6.3173 2020-07-28 04:35:26,903 - mmaction - INFO - Epoch [157][1380/3757] lr: 4.323e-03, eta: 15:31:29, time: 0.775, data_time: 0.163, memory: 5232, top1_acc: 0.4578, top5_acc: 0.6906, loss_cls: 2.4045, loss: 2.4045, grad_norm: 6.5692 2020-07-28 04:35:42,975 - mmaction - INFO - Epoch [157][1400/3757] lr: 4.323e-03, eta: 15:31:17, time: 0.803, data_time: 0.233, memory: 5232, top1_acc: 0.4922, top5_acc: 0.7102, loss_cls: 2.2636, loss: 2.2636, grad_norm: 6.3673 2020-07-28 04:35:54,729 - mmaction - INFO - Epoch [157][1420/3757] lr: 4.323e-03, eta: 15:31:04, time: 0.588, data_time: 0.017, memory: 5232, top1_acc: 0.5000, top5_acc: 0.7336, loss_cls: 2.2060, loss: 2.2060, grad_norm: 6.2436 2020-07-28 04:36:06,495 - mmaction - INFO - Epoch [157][1440/3757] lr: 4.323e-03, eta: 15:30:51, time: 0.588, data_time: 0.023, memory: 5232, top1_acc: 0.4828, top5_acc: 0.7172, loss_cls: 2.2863, loss: 2.2863, grad_norm: 6.1372 2020-07-28 04:36:18,244 - mmaction - INFO - Epoch [157][1460/3757] lr: 4.323e-03, eta: 15:30:39, time: 0.587, data_time: 0.020, memory: 5232, top1_acc: 0.4820, top5_acc: 0.7109, loss_cls: 2.2711, loss: 2.2711, grad_norm: 6.3755 2020-07-28 04:36:30,046 - mmaction - INFO - Epoch [157][1480/3757] lr: 4.323e-03, eta: 15:30:26, time: 0.590, data_time: 0.021, memory: 5232, top1_acc: 0.5148, top5_acc: 0.7477, loss_cls: 2.1179, loss: 2.1179, grad_norm: 6.2107 2020-07-28 04:36:41,748 - mmaction - INFO - Epoch [157][1500/3757] lr: 4.323e-03, eta: 15:30:13, time: 0.585, data_time: 0.018, memory: 5232, top1_acc: 0.5078, top5_acc: 0.7281, loss_cls: 2.1827, loss: 2.1827, grad_norm: 6.1389 2020-07-28 04:36:53,148 - mmaction - INFO - Epoch [157][1520/3757] lr: 4.323e-03, eta: 15:30:00, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4766, top5_acc: 0.7117, loss_cls: 2.3030, loss: 2.3030, grad_norm: 6.4983 2020-07-28 04:37:04,620 - mmaction - INFO - Epoch [157][1540/3757] lr: 4.323e-03, eta: 15:29:48, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5070, top5_acc: 0.7328, loss_cls: 2.1908, loss: 2.1908, grad_norm: 6.2878 2020-07-28 04:37:16,385 - mmaction - INFO - Epoch [157][1560/3757] lr: 4.323e-03, eta: 15:29:35, time: 0.588, data_time: 0.022, memory: 5232, top1_acc: 0.4664, top5_acc: 0.7094, loss_cls: 2.3723, loss: 2.3723, grad_norm: 6.4720 2020-07-28 04:37:28,132 - mmaction - INFO - Epoch [157][1580/3757] lr: 4.323e-03, eta: 15:29:22, time: 0.588, data_time: 0.015, memory: 5232, top1_acc: 0.4859, top5_acc: 0.7023, loss_cls: 2.3945, loss: 2.3945, grad_norm: 6.5556 2020-07-28 04:37:39,939 - mmaction - INFO - Epoch [157][1600/3757] lr: 4.323e-03, eta: 15:29:09, time: 0.590, data_time: 0.025, memory: 5232, top1_acc: 0.4875, top5_acc: 0.7094, loss_cls: 2.2994, loss: 2.2994, grad_norm: 6.3535 2020-07-28 04:37:51,810 - mmaction - INFO - Epoch [157][1620/3757] lr: 4.323e-03, eta: 15:28:57, time: 0.593, data_time: 0.016, memory: 5232, top1_acc: 0.4984, top5_acc: 0.7344, loss_cls: 2.1911, loss: 2.1911, grad_norm: 6.4122 2020-07-28 04:38:03,714 - mmaction - INFO - Epoch [157][1640/3757] lr: 4.323e-03, eta: 15:28:44, time: 0.595, data_time: 0.025, memory: 5232, top1_acc: 0.4656, top5_acc: 0.7141, loss_cls: 2.2825, loss: 2.2825, grad_norm: 6.4059 2020-07-28 04:38:15,081 - mmaction - INFO - Epoch [157][1660/3757] lr: 4.323e-03, eta: 15:28:31, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4805, top5_acc: 0.7117, loss_cls: 2.2960, loss: 2.2960, grad_norm: 6.3456 2020-07-28 04:38:26,510 - mmaction - INFO - Epoch [157][1680/3757] lr: 4.323e-03, eta: 15:28:18, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4922, top5_acc: 0.7273, loss_cls: 2.2990, loss: 2.2990, grad_norm: 6.3891 2020-07-28 04:38:38,307 - mmaction - INFO - Epoch [157][1700/3757] lr: 4.323e-03, eta: 15:28:05, time: 0.590, data_time: 0.018, memory: 5232, top1_acc: 0.5023, top5_acc: 0.7258, loss_cls: 2.2467, loss: 2.2467, grad_norm: 6.0586 2020-07-28 04:38:50,148 - mmaction - INFO - Epoch [157][1720/3757] lr: 4.323e-03, eta: 15:27:53, time: 0.592, data_time: 0.020, memory: 5232, top1_acc: 0.4867, top5_acc: 0.7078, loss_cls: 2.2818, loss: 2.2818, grad_norm: 6.3794 2020-07-28 04:39:01,823 - mmaction - INFO - Epoch [157][1740/3757] lr: 4.323e-03, eta: 15:27:40, time: 0.584, data_time: 0.016, memory: 5232, top1_acc: 0.4883, top5_acc: 0.7055, loss_cls: 2.3131, loss: 2.3131, grad_norm: 6.4734 2020-07-28 04:39:13,666 - mmaction - INFO - Epoch [157][1760/3757] lr: 4.323e-03, eta: 15:27:27, time: 0.592, data_time: 0.022, memory: 5232, top1_acc: 0.4906, top5_acc: 0.7281, loss_cls: 2.2452, loss: 2.2452, grad_norm: 6.2571 2020-07-28 04:39:25,404 - mmaction - INFO - Epoch [157][1780/3757] lr: 4.323e-03, eta: 15:27:14, time: 0.586, data_time: 0.016, memory: 5232, top1_acc: 0.4766, top5_acc: 0.7203, loss_cls: 2.3318, loss: 2.3318, grad_norm: 6.5243 2020-07-28 04:39:36,845 - mmaction - INFO - Epoch [157][1800/3757] lr: 4.323e-03, eta: 15:27:02, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.4766, top5_acc: 0.7094, loss_cls: 2.3216, loss: 2.3216, grad_norm: 6.6918 2020-07-28 04:39:48,574 - mmaction - INFO - Epoch [157][1820/3757] lr: 4.323e-03, eta: 15:26:49, time: 0.587, data_time: 0.015, memory: 5232, top1_acc: 0.4984, top5_acc: 0.7258, loss_cls: 2.2085, loss: 2.2085, grad_norm: 6.3301 2020-07-28 04:40:00,365 - mmaction - INFO - Epoch [157][1840/3757] lr: 4.323e-03, eta: 15:26:36, time: 0.590, data_time: 0.024, memory: 5232, top1_acc: 0.5156, top5_acc: 0.7352, loss_cls: 2.1812, loss: 2.1812, grad_norm: 6.2449 2020-07-28 04:40:12,145 - mmaction - INFO - Epoch [157][1860/3757] lr: 4.323e-03, eta: 15:26:23, time: 0.589, data_time: 0.016, memory: 5232, top1_acc: 0.5023, top5_acc: 0.7266, loss_cls: 2.1934, loss: 2.1934, grad_norm: 6.2235 2020-07-28 04:40:23,993 - mmaction - INFO - Epoch [157][1880/3757] lr: 4.323e-03, eta: 15:26:11, time: 0.592, data_time: 0.024, memory: 5232, top1_acc: 0.4836, top5_acc: 0.7133, loss_cls: 2.2575, loss: 2.2575, grad_norm: 6.3115 2020-07-28 04:40:35,793 - mmaction - INFO - Epoch [157][1900/3757] lr: 4.323e-03, eta: 15:25:58, time: 0.590, data_time: 0.016, memory: 5232, top1_acc: 0.4891, top5_acc: 0.7203, loss_cls: 2.2378, loss: 2.2378, grad_norm: 6.1261 2020-07-28 04:40:47,242 - mmaction - INFO - Epoch [157][1920/3757] lr: 4.323e-03, eta: 15:25:45, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4852, top5_acc: 0.7172, loss_cls: 2.2778, loss: 2.2778, grad_norm: 6.3338 2020-07-28 04:40:58,627 - mmaction - INFO - Epoch [157][1940/3757] lr: 4.323e-03, eta: 15:25:32, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4867, top5_acc: 0.7266, loss_cls: 2.2141, loss: 2.2141, grad_norm: 6.3028 2020-07-28 04:41:10,092 - mmaction - INFO - Epoch [157][1960/3757] lr: 4.323e-03, eta: 15:25:19, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5227, top5_acc: 0.7344, loss_cls: 2.1587, loss: 2.1587, grad_norm: 6.1698 2020-07-28 04:41:25,845 - mmaction - INFO - Epoch [157][1980/3757] lr: 4.323e-03, eta: 15:25:08, time: 0.787, data_time: 0.162, memory: 5232, top1_acc: 0.4766, top5_acc: 0.7094, loss_cls: 2.2827, loss: 2.2827, grad_norm: 6.4135 2020-07-28 04:41:42,058 - mmaction - INFO - Epoch [157][2000/3757] lr: 4.323e-03, eta: 15:24:56, time: 0.811, data_time: 0.210, memory: 5232, top1_acc: 0.4828, top5_acc: 0.7195, loss_cls: 2.2913, loss: 2.2913, grad_norm: 6.2941 2020-07-28 04:41:53,661 - mmaction - INFO - Epoch [157][2020/3757] lr: 4.323e-03, eta: 15:24:43, time: 0.579, data_time: 0.012, memory: 5232, top1_acc: 0.5000, top5_acc: 0.7227, loss_cls: 2.2277, loss: 2.2277, grad_norm: 6.3124 2020-07-28 04:42:05,396 - mmaction - INFO - Epoch [157][2040/3757] lr: 4.323e-03, eta: 15:24:30, time: 0.587, data_time: 0.023, memory: 5232, top1_acc: 0.4641, top5_acc: 0.7094, loss_cls: 2.3448, loss: 2.3448, grad_norm: 6.3888 2020-07-28 04:42:17,186 - mmaction - INFO - Epoch [157][2060/3757] lr: 4.323e-03, eta: 15:24:17, time: 0.589, data_time: 0.024, memory: 5232, top1_acc: 0.4828, top5_acc: 0.7211, loss_cls: 2.2791, loss: 2.2791, grad_norm: 6.2442 2020-07-28 04:42:28,855 - mmaction - INFO - Epoch [157][2080/3757] lr: 4.323e-03, eta: 15:24:05, time: 0.583, data_time: 0.018, memory: 5232, top1_acc: 0.4883, top5_acc: 0.7078, loss_cls: 2.2733, loss: 2.2733, grad_norm: 6.2330 2020-07-28 04:42:40,608 - mmaction - INFO - Epoch [157][2100/3757] lr: 4.323e-03, eta: 15:23:52, time: 0.588, data_time: 0.025, memory: 5232, top1_acc: 0.4945, top5_acc: 0.7148, loss_cls: 2.2410, loss: 2.2410, grad_norm: 6.2952 2020-07-28 04:42:52,066 - mmaction - INFO - Epoch [157][2120/3757] lr: 4.323e-03, eta: 15:23:39, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4781, top5_acc: 0.7047, loss_cls: 2.3257, loss: 2.3257, grad_norm: 6.4553 2020-07-28 04:43:03,481 - mmaction - INFO - Epoch [157][2140/3757] lr: 4.323e-03, eta: 15:23:26, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5047, top5_acc: 0.7281, loss_cls: 2.2032, loss: 2.2032, grad_norm: 6.5088 2020-07-28 04:43:14,894 - mmaction - INFO - Epoch [157][2160/3757] lr: 4.323e-03, eta: 15:23:13, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5172, top5_acc: 0.7477, loss_cls: 2.1722, loss: 2.1722, grad_norm: 6.3582 2020-07-28 04:43:26,261 - mmaction - INFO - Epoch [157][2180/3757] lr: 4.323e-03, eta: 15:23:01, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4914, top5_acc: 0.7016, loss_cls: 2.2985, loss: 2.2985, grad_norm: 6.4156 2020-07-28 04:43:37,740 - mmaction - INFO - Epoch [157][2200/3757] lr: 4.323e-03, eta: 15:22:48, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5016, top5_acc: 0.7477, loss_cls: 2.1734, loss: 2.1734, grad_norm: 6.2473 2020-07-28 04:43:49,158 - mmaction - INFO - Epoch [157][2220/3757] lr: 4.323e-03, eta: 15:22:35, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5055, top5_acc: 0.7188, loss_cls: 2.2295, loss: 2.2295, grad_norm: 6.4147 2020-07-28 04:44:00,588 - mmaction - INFO - Epoch [157][2240/3757] lr: 4.323e-03, eta: 15:22:22, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4719, top5_acc: 0.7234, loss_cls: 2.2644, loss: 2.2644, grad_norm: 6.3156 2020-07-28 04:44:12,040 - mmaction - INFO - Epoch [157][2260/3757] lr: 4.323e-03, eta: 15:22:09, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4906, top5_acc: 0.7141, loss_cls: 2.2757, loss: 2.2757, grad_norm: 6.1095 2020-07-28 04:44:23,497 - mmaction - INFO - Epoch [157][2280/3757] lr: 4.323e-03, eta: 15:21:57, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4781, top5_acc: 0.7234, loss_cls: 2.2864, loss: 2.2864, grad_norm: 6.4538 2020-07-28 04:44:35,010 - mmaction - INFO - Epoch [157][2300/3757] lr: 4.323e-03, eta: 15:21:44, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4961, top5_acc: 0.7367, loss_cls: 2.1696, loss: 2.1696, grad_norm: 6.3090 2020-07-28 04:44:46,386 - mmaction - INFO - Epoch [157][2320/3757] lr: 4.323e-03, eta: 15:21:31, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5008, top5_acc: 0.7156, loss_cls: 2.1984, loss: 2.1984, grad_norm: 6.3836 2020-07-28 04:44:57,844 - mmaction - INFO - Epoch [157][2340/3757] lr: 4.323e-03, eta: 15:21:18, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4953, top5_acc: 0.7148, loss_cls: 2.2064, loss: 2.2064, grad_norm: 6.2944 2020-07-28 04:45:09,332 - mmaction - INFO - Epoch [157][2360/3757] lr: 4.323e-03, eta: 15:21:05, time: 0.574, data_time: 0.013, memory: 5232, top1_acc: 0.4602, top5_acc: 0.7016, loss_cls: 2.3082, loss: 2.3082, grad_norm: 6.5157 2020-07-28 04:45:20,782 - mmaction - INFO - Epoch [157][2380/3757] lr: 4.323e-03, eta: 15:20:53, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4852, top5_acc: 0.7094, loss_cls: 2.2559, loss: 2.2559, grad_norm: 6.3324 2020-07-28 04:45:32,250 - mmaction - INFO - Epoch [157][2400/3757] lr: 4.323e-03, eta: 15:20:40, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.4945, top5_acc: 0.7000, loss_cls: 2.2755, loss: 2.2755, grad_norm: 6.2975 2020-07-28 04:45:43,610 - mmaction - INFO - Epoch [157][2420/3757] lr: 4.323e-03, eta: 15:20:27, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4656, top5_acc: 0.7102, loss_cls: 2.3250, loss: 2.3250, grad_norm: 6.5960 2020-07-28 04:45:55,093 - mmaction - INFO - Epoch [157][2440/3757] lr: 4.323e-03, eta: 15:20:14, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4641, top5_acc: 0.7000, loss_cls: 2.3823, loss: 2.3823, grad_norm: 6.5475 2020-07-28 04:46:06,515 - mmaction - INFO - Epoch [157][2460/3757] lr: 4.323e-03, eta: 15:20:01, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4852, top5_acc: 0.7117, loss_cls: 2.2908, loss: 2.2908, grad_norm: 6.3194 2020-07-28 04:46:17,819 - mmaction - INFO - Epoch [157][2480/3757] lr: 4.323e-03, eta: 15:19:48, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4672, top5_acc: 0.7000, loss_cls: 2.3830, loss: 2.3830, grad_norm: 6.4123 2020-07-28 04:46:29,289 - mmaction - INFO - Epoch [157][2500/3757] lr: 4.323e-03, eta: 15:19:36, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4938, top5_acc: 0.7156, loss_cls: 2.2531, loss: 2.2531, grad_norm: 6.2552 2020-07-28 04:46:40,737 - mmaction - INFO - Epoch [157][2520/3757] lr: 4.323e-03, eta: 15:19:23, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5297, top5_acc: 0.7500, loss_cls: 2.1050, loss: 2.1050, grad_norm: 6.0897 2020-07-28 04:46:52,195 - mmaction - INFO - Epoch [157][2540/3757] lr: 4.323e-03, eta: 15:19:10, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5102, top5_acc: 0.7258, loss_cls: 2.1995, loss: 2.1995, grad_norm: 6.1851 2020-07-28 04:47:03,645 - mmaction - INFO - Epoch [157][2560/3757] lr: 4.323e-03, eta: 15:18:57, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4750, top5_acc: 0.7266, loss_cls: 2.2633, loss: 2.2633, grad_norm: 6.2948 2020-07-28 04:47:15,126 - mmaction - INFO - Epoch [157][2580/3757] lr: 4.323e-03, eta: 15:18:44, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5070, top5_acc: 0.7234, loss_cls: 2.2280, loss: 2.2280, grad_norm: 6.3287 2020-07-28 04:47:26,573 - mmaction - INFO - Epoch [157][2600/3757] lr: 4.323e-03, eta: 15:18:32, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4906, top5_acc: 0.7250, loss_cls: 2.2309, loss: 2.2309, grad_norm: 6.4369 2020-07-28 04:47:37,951 - mmaction - INFO - Epoch [157][2620/3757] lr: 4.323e-03, eta: 15:18:19, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5086, top5_acc: 0.7336, loss_cls: 2.1704, loss: 2.1704, grad_norm: 6.4277 2020-07-28 04:47:50,038 - mmaction - INFO - Epoch [157][2640/3757] lr: 4.323e-03, eta: 15:18:06, time: 0.604, data_time: 0.038, memory: 5232, top1_acc: 0.4859, top5_acc: 0.7297, loss_cls: 2.2344, loss: 2.2344, grad_norm: 6.3710 2020-07-28 04:48:01,446 - mmaction - INFO - Epoch [157][2660/3757] lr: 4.323e-03, eta: 15:17:53, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4711, top5_acc: 0.7047, loss_cls: 2.2880, loss: 2.2880, grad_norm: 6.6177 2020-07-28 04:48:12,902 - mmaction - INFO - Epoch [157][2680/3757] lr: 4.323e-03, eta: 15:17:40, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5133, top5_acc: 0.7406, loss_cls: 2.1321, loss: 2.1321, grad_norm: 6.2805 2020-07-28 04:48:24,353 - mmaction - INFO - Epoch [157][2700/3757] lr: 4.323e-03, eta: 15:17:28, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4750, top5_acc: 0.7023, loss_cls: 2.3102, loss: 2.3102, grad_norm: 6.5159 2020-07-28 04:48:35,830 - mmaction - INFO - Epoch [157][2720/3757] lr: 4.323e-03, eta: 15:17:15, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5008, top5_acc: 0.7328, loss_cls: 2.1381, loss: 2.1381, grad_norm: 6.2249 2020-07-28 04:48:47,348 - mmaction - INFO - Epoch [157][2740/3757] lr: 4.323e-03, eta: 15:17:02, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4883, top5_acc: 0.7039, loss_cls: 2.3146, loss: 2.3146, grad_norm: 6.5154 2020-07-28 04:48:58,740 - mmaction - INFO - Epoch [157][2760/3757] lr: 4.323e-03, eta: 15:16:49, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.4992, top5_acc: 0.7203, loss_cls: 2.2593, loss: 2.2593, grad_norm: 6.2961 2020-07-28 04:49:11,793 - mmaction - INFO - Epoch [157][2780/3757] lr: 4.323e-03, eta: 15:16:37, time: 0.653, data_time: 0.003, memory: 5232, top1_acc: 0.5047, top5_acc: 0.7234, loss_cls: 2.1953, loss: 2.1953, grad_norm: 6.2571 2020-07-28 04:49:23,236 - mmaction - INFO - Epoch [157][2800/3757] lr: 4.323e-03, eta: 15:16:24, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4852, top5_acc: 0.7273, loss_cls: 2.2428, loss: 2.2428, grad_norm: 6.4511 2020-07-28 04:49:34,966 - mmaction - INFO - Epoch [157][2820/3757] lr: 4.323e-03, eta: 15:16:11, time: 0.586, data_time: 0.022, memory: 5232, top1_acc: 0.5062, top5_acc: 0.7328, loss_cls: 2.1995, loss: 2.1995, grad_norm: 6.1588 2020-07-28 04:49:46,385 - mmaction - INFO - Epoch [157][2840/3757] lr: 4.323e-03, eta: 15:15:58, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.4836, top5_acc: 0.7141, loss_cls: 2.2573, loss: 2.2573, grad_norm: 6.5372 2020-07-28 04:49:57,785 - mmaction - INFO - Epoch [157][2860/3757] lr: 4.323e-03, eta: 15:15:46, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4844, top5_acc: 0.7414, loss_cls: 2.2603, loss: 2.2603, grad_norm: 6.4300 2020-07-28 04:50:09,184 - mmaction - INFO - Epoch [157][2880/3757] lr: 4.323e-03, eta: 15:15:33, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.5023, top5_acc: 0.7227, loss_cls: 2.2169, loss: 2.2169, grad_norm: 6.4871 2020-07-28 04:50:20,711 - mmaction - INFO - Epoch [157][2900/3757] lr: 4.323e-03, eta: 15:15:20, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.4922, top5_acc: 0.7273, loss_cls: 2.2213, loss: 2.2213, grad_norm: 6.3662 2020-07-28 04:50:32,062 - mmaction - INFO - Epoch [157][2920/3757] lr: 4.323e-03, eta: 15:15:07, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5070, top5_acc: 0.7359, loss_cls: 2.1732, loss: 2.1732, grad_norm: 6.1910 2020-07-28 04:50:43,567 - mmaction - INFO - Epoch [157][2940/3757] lr: 4.323e-03, eta: 15:14:54, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5266, top5_acc: 0.7203, loss_cls: 2.1606, loss: 2.1606, grad_norm: 6.0240 2020-07-28 04:50:55,076 - mmaction - INFO - Epoch [157][2960/3757] lr: 4.323e-03, eta: 15:14:42, time: 0.576, data_time: 0.008, memory: 5232, top1_acc: 0.4734, top5_acc: 0.7078, loss_cls: 2.3491, loss: 2.3491, grad_norm: 6.4211 2020-07-28 04:51:06,501 - mmaction - INFO - Epoch [157][2980/3757] lr: 4.323e-03, eta: 15:14:29, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4828, top5_acc: 0.7148, loss_cls: 2.3174, loss: 2.3174, grad_norm: 6.6097 2020-07-28 04:51:17,955 - mmaction - INFO - Epoch [157][3000/3757] lr: 4.323e-03, eta: 15:14:16, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4875, top5_acc: 0.7031, loss_cls: 2.3650, loss: 2.3650, grad_norm: 6.3701 2020-07-28 04:51:30,155 - mmaction - INFO - Epoch [157][3020/3757] lr: 4.323e-03, eta: 15:14:03, time: 0.609, data_time: 0.042, memory: 5232, top1_acc: 0.4977, top5_acc: 0.7328, loss_cls: 2.1623, loss: 2.1623, grad_norm: 6.4574 2020-07-28 04:51:41,372 - mmaction - INFO - Epoch [157][3040/3757] lr: 4.323e-03, eta: 15:13:50, time: 0.562, data_time: 0.001, memory: 5232, top1_acc: 0.5000, top5_acc: 0.7336, loss_cls: 2.1822, loss: 2.1822, grad_norm: 6.5058 2020-07-28 04:51:52,786 - mmaction - INFO - Epoch [157][3060/3757] lr: 4.323e-03, eta: 15:13:38, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4898, top5_acc: 0.7352, loss_cls: 2.2086, loss: 2.2086, grad_norm: 6.6329 2020-07-28 04:52:04,236 - mmaction - INFO - Epoch [157][3080/3757] lr: 4.323e-03, eta: 15:13:25, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4773, top5_acc: 0.7109, loss_cls: 2.3337, loss: 2.3337, grad_norm: 6.5425 2020-07-28 04:52:15,716 - mmaction - INFO - Epoch [157][3100/3757] lr: 4.323e-03, eta: 15:13:12, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5055, top5_acc: 0.7148, loss_cls: 2.2306, loss: 2.2306, grad_norm: 6.2061 2020-07-28 04:52:27,189 - mmaction - INFO - Epoch [157][3120/3757] lr: 4.323e-03, eta: 15:12:59, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4859, top5_acc: 0.7195, loss_cls: 2.2627, loss: 2.2627, grad_norm: 6.4054 2020-07-28 04:52:38,537 - mmaction - INFO - Epoch [157][3140/3757] lr: 4.323e-03, eta: 15:12:46, time: 0.566, data_time: 0.001, memory: 5232, top1_acc: 0.4984, top5_acc: 0.7250, loss_cls: 2.1959, loss: 2.1959, grad_norm: 6.3626 2020-07-28 04:52:49,967 - mmaction - INFO - Epoch [157][3160/3757] lr: 4.323e-03, eta: 15:12:34, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.4594, top5_acc: 0.6977, loss_cls: 2.3600, loss: 2.3600, grad_norm: 6.4845 2020-07-28 04:53:01,258 - mmaction - INFO - Epoch [157][3180/3757] lr: 4.323e-03, eta: 15:12:21, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.4836, top5_acc: 0.7234, loss_cls: 2.2413, loss: 2.2413, grad_norm: 6.5888 2020-07-28 04:53:12,647 - mmaction - INFO - Epoch [157][3200/3757] lr: 4.323e-03, eta: 15:12:08, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4836, top5_acc: 0.7133, loss_cls: 2.2796, loss: 2.2796, grad_norm: 6.3265 2020-07-28 04:53:24,108 - mmaction - INFO - Epoch [157][3220/3757] lr: 4.323e-03, eta: 15:11:55, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4891, top5_acc: 0.7063, loss_cls: 2.2510, loss: 2.2510, grad_norm: 6.2192 2020-07-28 04:53:35,567 - mmaction - INFO - Epoch [157][3240/3757] lr: 4.323e-03, eta: 15:11:42, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4758, top5_acc: 0.7203, loss_cls: 2.2860, loss: 2.2860, grad_norm: 6.4403 2020-07-28 04:53:47,541 - mmaction - INFO - Epoch [157][3260/3757] lr: 4.323e-03, eta: 15:11:30, time: 0.599, data_time: 0.037, memory: 5232, top1_acc: 0.4961, top5_acc: 0.7250, loss_cls: 2.2172, loss: 2.2172, grad_norm: 6.2541 2020-07-28 04:53:58,988 - mmaction - INFO - Epoch [157][3280/3757] lr: 4.323e-03, eta: 15:11:17, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5055, top5_acc: 0.7273, loss_cls: 2.1968, loss: 2.1968, grad_norm: 6.2735 2020-07-28 04:54:10,493 - mmaction - INFO - Epoch [157][3300/3757] lr: 4.323e-03, eta: 15:11:04, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4711, top5_acc: 0.7039, loss_cls: 2.3117, loss: 2.3117, grad_norm: 6.5528 2020-07-28 04:54:22,875 - mmaction - INFO - Epoch [157][3320/3757] lr: 4.323e-03, eta: 15:10:51, time: 0.619, data_time: 0.049, memory: 5232, top1_acc: 0.4961, top5_acc: 0.7305, loss_cls: 2.2119, loss: 2.2119, grad_norm: 6.4700 2020-07-28 04:54:34,305 - mmaction - INFO - Epoch [157][3340/3757] lr: 4.323e-03, eta: 15:10:39, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5047, top5_acc: 0.7289, loss_cls: 2.2095, loss: 2.2095, grad_norm: 6.5120 2020-07-28 04:54:45,723 - mmaction - INFO - Epoch [157][3360/3757] lr: 4.323e-03, eta: 15:10:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4891, top5_acc: 0.7383, loss_cls: 2.2268, loss: 2.2268, grad_norm: 6.4674 2020-07-28 04:54:57,424 - mmaction - INFO - Epoch [157][3380/3757] lr: 4.323e-03, eta: 15:10:13, time: 0.585, data_time: 0.022, memory: 5232, top1_acc: 0.4586, top5_acc: 0.6930, loss_cls: 2.4254, loss: 2.4254, grad_norm: 6.7742 2020-07-28 04:55:08,810 - mmaction - INFO - Epoch [157][3400/3757] lr: 4.323e-03, eta: 15:10:00, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4719, top5_acc: 0.7000, loss_cls: 2.3223, loss: 2.3223, grad_norm: 6.7316 2020-07-28 04:55:20,190 - mmaction - INFO - Epoch [157][3420/3757] lr: 4.323e-03, eta: 15:09:47, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4984, top5_acc: 0.7148, loss_cls: 2.2510, loss: 2.2510, grad_norm: 6.4532 2020-07-28 04:55:31,547 - mmaction - INFO - Epoch [157][3440/3757] lr: 4.323e-03, eta: 15:09:35, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4727, top5_acc: 0.7086, loss_cls: 2.3132, loss: 2.3132, grad_norm: 6.4162 2020-07-28 04:55:42,993 - mmaction - INFO - Epoch [157][3460/3757] lr: 4.323e-03, eta: 15:09:22, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4875, top5_acc: 0.7172, loss_cls: 2.3110, loss: 2.3110, grad_norm: 6.6774 2020-07-28 04:55:54,354 - mmaction - INFO - Epoch [157][3480/3757] lr: 4.323e-03, eta: 15:09:09, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4875, top5_acc: 0.6953, loss_cls: 2.3447, loss: 2.3447, grad_norm: 6.6180 2020-07-28 04:56:05,867 - mmaction - INFO - Epoch [157][3500/3757] lr: 4.323e-03, eta: 15:08:56, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4883, top5_acc: 0.7312, loss_cls: 2.2366, loss: 2.2366, grad_norm: 6.2690 2020-07-28 04:56:17,657 - mmaction - INFO - Epoch [157][3520/3757] lr: 4.323e-03, eta: 15:08:44, time: 0.589, data_time: 0.019, memory: 5232, top1_acc: 0.4883, top5_acc: 0.6992, loss_cls: 2.3107, loss: 2.3107, grad_norm: 6.3951 2020-07-28 04:56:29,122 - mmaction - INFO - Epoch [157][3540/3757] lr: 4.323e-03, eta: 15:08:31, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4648, top5_acc: 0.7312, loss_cls: 2.3032, loss: 2.3032, grad_norm: 6.5067 2020-07-28 04:56:40,502 - mmaction - INFO - Epoch [157][3560/3757] lr: 4.323e-03, eta: 15:08:18, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4766, top5_acc: 0.7203, loss_cls: 2.2958, loss: 2.2958, grad_norm: 6.3706 2020-07-28 04:56:52,646 - mmaction - INFO - Epoch [157][3580/3757] lr: 4.323e-03, eta: 15:08:05, time: 0.608, data_time: 0.035, memory: 5232, top1_acc: 0.5000, top5_acc: 0.7273, loss_cls: 2.1778, loss: 2.1778, grad_norm: 6.2958 2020-07-28 04:57:04,030 - mmaction - INFO - Epoch [157][3600/3757] lr: 4.323e-03, eta: 15:07:52, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4633, top5_acc: 0.6906, loss_cls: 2.4008, loss: 2.4008, grad_norm: 6.5327 2020-07-28 04:57:15,429 - mmaction - INFO - Epoch [157][3620/3757] lr: 4.323e-03, eta: 15:07:40, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4828, top5_acc: 0.7133, loss_cls: 2.2865, loss: 2.2865, grad_norm: 6.4238 2020-07-28 04:57:26,922 - mmaction - INFO - Epoch [157][3640/3757] lr: 4.323e-03, eta: 15:07:27, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5055, top5_acc: 0.7211, loss_cls: 2.2233, loss: 2.2233, grad_norm: 6.3659 2020-07-28 04:57:38,333 - mmaction - INFO - Epoch [157][3660/3757] lr: 4.323e-03, eta: 15:07:14, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.5070, top5_acc: 0.7336, loss_cls: 2.1838, loss: 2.1838, grad_norm: 6.2150 2020-07-28 04:57:49,734 - mmaction - INFO - Epoch [157][3680/3757] lr: 4.323e-03, eta: 15:07:01, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4961, top5_acc: 0.7297, loss_cls: 2.2249, loss: 2.2249, grad_norm: 6.5625 2020-07-28 04:58:01,115 - mmaction - INFO - Epoch [157][3700/3757] lr: 4.323e-03, eta: 15:06:48, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4969, top5_acc: 0.7141, loss_cls: 2.2757, loss: 2.2757, grad_norm: 6.5359 2020-07-28 04:58:12,551 - mmaction - INFO - Epoch [157][3720/3757] lr: 4.323e-03, eta: 15:06:36, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.4945, top5_acc: 0.7125, loss_cls: 2.2527, loss: 2.2527, grad_norm: 6.4961 2020-07-28 04:58:23,945 - mmaction - INFO - Epoch [157][3740/3757] lr: 4.323e-03, eta: 15:06:23, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4742, top5_acc: 0.7164, loss_cls: 2.2819, loss: 2.2819, grad_norm: 6.6499 2020-07-28 05:03:24,740 - mmaction - INFO - Epoch [158][20/3757] lr: 3.975e-03, eta: 15:06:47, time: 13.718, data_time: 12.828, memory: 5232, top1_acc: 0.4953, top5_acc: 0.7156, loss_cls: 2.2337, loss: 2.2337, grad_norm: 6.2614 2020-07-28 05:03:36,125 - mmaction - INFO - Epoch [158][40/3757] lr: 3.975e-03, eta: 15:06:34, time: 0.575, data_time: 0.012, memory: 5232, top1_acc: 0.4906, top5_acc: 0.7281, loss_cls: 2.2138, loss: 2.2138, grad_norm: 6.3692 2020-07-28 05:03:47,542 - mmaction - INFO - Epoch [158][60/3757] lr: 3.975e-03, eta: 15:06:21, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.4953, top5_acc: 0.7242, loss_cls: 2.2470, loss: 2.2470, grad_norm: 6.4381 2020-07-28 05:03:58,829 - mmaction - INFO - Epoch [158][80/3757] lr: 3.975e-03, eta: 15:06:08, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.5133, top5_acc: 0.7430, loss_cls: 2.1414, loss: 2.1414, grad_norm: 6.4136 2020-07-28 05:04:10,195 - mmaction - INFO - Epoch [158][100/3757] lr: 3.975e-03, eta: 15:05:56, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4977, top5_acc: 0.7297, loss_cls: 2.1823, loss: 2.1823, grad_norm: 6.3956 2020-07-28 05:04:21,538 - mmaction - INFO - Epoch [158][120/3757] lr: 3.975e-03, eta: 15:05:43, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5023, top5_acc: 0.7219, loss_cls: 2.1934, loss: 2.1934, grad_norm: 6.3844 2020-07-28 05:04:32,925 - mmaction - INFO - Epoch [158][140/3757] lr: 3.975e-03, eta: 15:05:30, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4867, top5_acc: 0.7258, loss_cls: 2.2428, loss: 2.2428, grad_norm: 6.3154 2020-07-28 05:04:44,269 - mmaction - INFO - Epoch [158][160/3757] lr: 3.975e-03, eta: 15:05:17, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5094, top5_acc: 0.7383, loss_cls: 2.1967, loss: 2.1967, grad_norm: 6.3201 2020-07-28 05:04:55,674 - mmaction - INFO - Epoch [158][180/3757] lr: 3.975e-03, eta: 15:05:04, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4961, top5_acc: 0.7141, loss_cls: 2.2501, loss: 2.2501, grad_norm: 6.3335 2020-07-28 05:05:06,951 - mmaction - INFO - Epoch [158][200/3757] lr: 3.975e-03, eta: 15:04:51, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.5188, top5_acc: 0.7281, loss_cls: 2.1704, loss: 2.1704, grad_norm: 6.1416 2020-07-28 05:05:18,566 - mmaction - INFO - Epoch [158][220/3757] lr: 3.975e-03, eta: 15:04:39, time: 0.580, data_time: 0.020, memory: 5232, top1_acc: 0.4688, top5_acc: 0.7234, loss_cls: 2.2549, loss: 2.2549, grad_norm: 6.3888 2020-07-28 05:05:29,947 - mmaction - INFO - Epoch [158][240/3757] lr: 3.975e-03, eta: 15:04:26, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4844, top5_acc: 0.7172, loss_cls: 2.2801, loss: 2.2801, grad_norm: 6.3755 2020-07-28 05:05:41,322 - mmaction - INFO - Epoch [158][260/3757] lr: 3.975e-03, eta: 15:04:13, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4648, top5_acc: 0.7008, loss_cls: 2.2989, loss: 2.2989, grad_norm: 6.4570 2020-07-28 05:05:52,662 - mmaction - INFO - Epoch [158][280/3757] lr: 3.975e-03, eta: 15:04:00, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4844, top5_acc: 0.7055, loss_cls: 2.2606, loss: 2.2606, grad_norm: 6.5685 2020-07-28 05:06:04,079 - mmaction - INFO - Epoch [158][300/3757] lr: 3.975e-03, eta: 15:03:47, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5047, top5_acc: 0.7320, loss_cls: 2.2054, loss: 2.2054, grad_norm: 6.3325 2020-07-28 05:06:15,500 - mmaction - INFO - Epoch [158][320/3757] lr: 3.975e-03, eta: 15:03:35, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4906, top5_acc: 0.7234, loss_cls: 2.2189, loss: 2.2189, grad_norm: 6.1566 2020-07-28 05:06:26,822 - mmaction - INFO - Epoch [158][340/3757] lr: 3.975e-03, eta: 15:03:22, time: 0.566, data_time: 0.004, memory: 5232, top1_acc: 0.4922, top5_acc: 0.7383, loss_cls: 2.1802, loss: 2.1802, grad_norm: 6.1987 2020-07-28 05:06:38,684 - mmaction - INFO - Epoch [158][360/3757] lr: 3.975e-03, eta: 15:03:09, time: 0.594, data_time: 0.029, memory: 5232, top1_acc: 0.5102, top5_acc: 0.7266, loss_cls: 2.2247, loss: 2.2247, grad_norm: 6.3493 2020-07-28 05:06:50,097 - mmaction - INFO - Epoch [158][380/3757] lr: 3.975e-03, eta: 15:02:56, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4914, top5_acc: 0.7055, loss_cls: 2.2595, loss: 2.2595, grad_norm: 6.4373 2020-07-28 05:07:01,481 - mmaction - INFO - Epoch [158][400/3757] lr: 3.975e-03, eta: 15:02:43, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5125, top5_acc: 0.7320, loss_cls: 2.1394, loss: 2.1394, grad_norm: 6.3167 2020-07-28 05:07:12,955 - mmaction - INFO - Epoch [158][420/3757] lr: 3.975e-03, eta: 15:02:31, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5141, top5_acc: 0.7320, loss_cls: 2.1649, loss: 2.1649, grad_norm: 6.4385 2020-07-28 05:07:24,382 - mmaction - INFO - Epoch [158][440/3757] lr: 3.975e-03, eta: 15:02:18, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4992, top5_acc: 0.7125, loss_cls: 2.2688, loss: 2.2688, grad_norm: 6.3957 2020-07-28 05:07:35,792 - mmaction - INFO - Epoch [158][460/3757] lr: 3.975e-03, eta: 15:02:05, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5141, top5_acc: 0.7305, loss_cls: 2.1730, loss: 2.1730, grad_norm: 6.3573 2020-07-28 05:07:47,224 - mmaction - INFO - Epoch [158][480/3757] lr: 3.975e-03, eta: 15:01:52, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4891, top5_acc: 0.7180, loss_cls: 2.2307, loss: 2.2307, grad_norm: 6.4593 2020-07-28 05:07:58,681 - mmaction - INFO - Epoch [158][500/3757] lr: 3.975e-03, eta: 15:01:39, time: 0.573, data_time: 0.010, memory: 5232, top1_acc: 0.5000, top5_acc: 0.7180, loss_cls: 2.1765, loss: 2.1765, grad_norm: 6.2688 2020-07-28 05:08:10,043 - mmaction - INFO - Epoch [158][520/3757] lr: 3.975e-03, eta: 15:01:26, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5211, top5_acc: 0.7500, loss_cls: 2.1102, loss: 2.1102, grad_norm: 6.3996 2020-07-28 05:08:21,428 - mmaction - INFO - Epoch [158][540/3757] lr: 3.975e-03, eta: 15:01:14, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5242, top5_acc: 0.7375, loss_cls: 2.1125, loss: 2.1125, grad_norm: 6.3198 2020-07-28 05:08:32,772 - mmaction - INFO - Epoch [158][560/3757] lr: 3.975e-03, eta: 15:01:01, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4984, top5_acc: 0.7195, loss_cls: 2.2006, loss: 2.2006, grad_norm: 6.3597 2020-07-28 05:08:44,168 - mmaction - INFO - Epoch [158][580/3757] lr: 3.975e-03, eta: 15:00:48, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4906, top5_acc: 0.7258, loss_cls: 2.1946, loss: 2.1946, grad_norm: 6.3249 2020-07-28 05:08:55,678 - mmaction - INFO - Epoch [158][600/3757] lr: 3.975e-03, eta: 15:00:35, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4859, top5_acc: 0.6859, loss_cls: 2.3677, loss: 2.3677, grad_norm: 6.5526 2020-07-28 05:09:07,034 - mmaction - INFO - Epoch [158][620/3757] lr: 3.975e-03, eta: 15:00:22, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5164, top5_acc: 0.7484, loss_cls: 2.1193, loss: 2.1193, grad_norm: 6.2621 2020-07-28 05:09:18,578 - mmaction - INFO - Epoch [158][640/3757] lr: 3.975e-03, eta: 15:00:10, time: 0.577, data_time: 0.013, memory: 5232, top1_acc: 0.4852, top5_acc: 0.7219, loss_cls: 2.2390, loss: 2.2390, grad_norm: 6.4570 2020-07-28 05:09:30,021 - mmaction - INFO - Epoch [158][660/3757] lr: 3.975e-03, eta: 14:59:57, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5109, top5_acc: 0.7359, loss_cls: 2.1046, loss: 2.1046, grad_norm: 6.2350 2020-07-28 05:09:41,351 - mmaction - INFO - Epoch [158][680/3757] lr: 3.975e-03, eta: 14:59:44, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4984, top5_acc: 0.7266, loss_cls: 2.2262, loss: 2.2262, grad_norm: 6.3535 2020-07-28 05:09:52,861 - mmaction - INFO - Epoch [158][700/3757] lr: 3.975e-03, eta: 14:59:31, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4898, top5_acc: 0.7258, loss_cls: 2.2180, loss: 2.2180, grad_norm: 6.3530 2020-07-28 05:10:04,298 - mmaction - INFO - Epoch [158][720/3757] lr: 3.975e-03, eta: 14:59:18, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5008, top5_acc: 0.7250, loss_cls: 2.1902, loss: 2.1902, grad_norm: 6.7734 2020-07-28 05:10:15,750 - mmaction - INFO - Epoch [158][740/3757] lr: 3.975e-03, eta: 14:59:06, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5172, top5_acc: 0.7250, loss_cls: 2.1749, loss: 2.1749, grad_norm: 6.3046 2020-07-28 05:10:27,167 - mmaction - INFO - Epoch [158][760/3757] lr: 3.975e-03, eta: 14:58:53, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4633, top5_acc: 0.6969, loss_cls: 2.3108, loss: 2.3108, grad_norm: 6.5732 2020-07-28 05:10:38,576 - mmaction - INFO - Epoch [158][780/3757] lr: 3.975e-03, eta: 14:58:40, time: 0.570, data_time: 0.010, memory: 5232, top1_acc: 0.4898, top5_acc: 0.7086, loss_cls: 2.2635, loss: 2.2635, grad_norm: 6.2305 2020-07-28 05:10:50,138 - mmaction - INFO - Epoch [158][800/3757] lr: 3.975e-03, eta: 14:58:27, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.4781, top5_acc: 0.7133, loss_cls: 2.3430, loss: 2.3430, grad_norm: 6.6050 2020-07-28 05:11:01,481 - mmaction - INFO - Epoch [158][820/3757] lr: 3.975e-03, eta: 14:58:14, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4805, top5_acc: 0.7289, loss_cls: 2.2902, loss: 2.2902, grad_norm: 6.5144 2020-07-28 05:11:12,895 - mmaction - INFO - Epoch [158][840/3757] lr: 3.975e-03, eta: 14:58:01, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4859, top5_acc: 0.7273, loss_cls: 2.2170, loss: 2.2170, grad_norm: 6.3181 2020-07-28 05:11:24,335 - mmaction - INFO - Epoch [158][860/3757] lr: 3.975e-03, eta: 14:57:49, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5000, top5_acc: 0.7227, loss_cls: 2.2479, loss: 2.2479, grad_norm: 6.5085 2020-07-28 05:11:35,734 - mmaction - INFO - Epoch [158][880/3757] lr: 3.975e-03, eta: 14:57:36, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4641, top5_acc: 0.7164, loss_cls: 2.3269, loss: 2.3269, grad_norm: 6.5466 2020-07-28 05:11:47,164 - mmaction - INFO - Epoch [158][900/3757] lr: 3.975e-03, eta: 14:57:23, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4875, top5_acc: 0.7234, loss_cls: 2.2236, loss: 2.2236, grad_norm: 6.6624 2020-07-28 05:11:58,541 - mmaction - INFO - Epoch [158][920/3757] lr: 3.975e-03, eta: 14:57:10, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4781, top5_acc: 0.6898, loss_cls: 2.3692, loss: 2.3692, grad_norm: 6.7898 2020-07-28 05:12:09,951 - mmaction - INFO - Epoch [158][940/3757] lr: 3.975e-03, eta: 14:56:57, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4953, top5_acc: 0.7367, loss_cls: 2.2461, loss: 2.2461, grad_norm: 6.2478 2020-07-28 05:12:21,383 - mmaction - INFO - Epoch [158][960/3757] lr: 3.975e-03, eta: 14:56:45, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4828, top5_acc: 0.7188, loss_cls: 2.2370, loss: 2.2370, grad_norm: 6.4834 2020-07-28 05:12:32,785 - mmaction - INFO - Epoch [158][980/3757] lr: 3.975e-03, eta: 14:56:32, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4977, top5_acc: 0.7258, loss_cls: 2.1966, loss: 2.1966, grad_norm: 6.5335 2020-07-28 05:12:44,161 - mmaction - INFO - Epoch [158][1000/3757] lr: 3.975e-03, eta: 14:56:19, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4984, top5_acc: 0.7234, loss_cls: 2.2179, loss: 2.2179, grad_norm: 6.5642 2020-07-28 05:12:55,624 - mmaction - INFO - Epoch [158][1020/3757] lr: 3.975e-03, eta: 14:56:06, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5000, top5_acc: 0.7336, loss_cls: 2.2253, loss: 2.2253, grad_norm: 6.2737 2020-07-28 05:13:07,010 - mmaction - INFO - Epoch [158][1040/3757] lr: 3.975e-03, eta: 14:55:53, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5250, top5_acc: 0.7484, loss_cls: 2.0987, loss: 2.0987, grad_norm: 6.0709 2020-07-28 05:13:18,472 - mmaction - INFO - Epoch [158][1060/3757] lr: 3.975e-03, eta: 14:55:41, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4938, top5_acc: 0.6992, loss_cls: 2.2947, loss: 2.2947, grad_norm: 6.4791 2020-07-28 05:13:29,872 - mmaction - INFO - Epoch [158][1080/3757] lr: 3.975e-03, eta: 14:55:28, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5023, top5_acc: 0.7305, loss_cls: 2.2045, loss: 2.2045, grad_norm: 6.5026 2020-07-28 05:13:41,213 - mmaction - INFO - Epoch [158][1100/3757] lr: 3.975e-03, eta: 14:55:15, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4875, top5_acc: 0.7148, loss_cls: 2.2452, loss: 2.2452, grad_norm: 6.3943 2020-07-28 05:13:52,589 - mmaction - INFO - Epoch [158][1120/3757] lr: 3.975e-03, eta: 14:55:02, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4688, top5_acc: 0.7234, loss_cls: 2.3053, loss: 2.3053, grad_norm: 6.6107 2020-07-28 05:14:04,096 - mmaction - INFO - Epoch [158][1140/3757] lr: 3.975e-03, eta: 14:54:49, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.4750, top5_acc: 0.7055, loss_cls: 2.2916, loss: 2.2916, grad_norm: 6.5168 2020-07-28 05:14:15,464 - mmaction - INFO - Epoch [158][1160/3757] lr: 3.975e-03, eta: 14:54:36, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4797, top5_acc: 0.6891, loss_cls: 2.3284, loss: 2.3284, grad_norm: 6.5620 2020-07-28 05:14:26,959 - mmaction - INFO - Epoch [158][1180/3757] lr: 3.975e-03, eta: 14:54:24, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5047, top5_acc: 0.7312, loss_cls: 2.1821, loss: 2.1821, grad_norm: 6.3098 2020-07-28 05:14:38,426 - mmaction - INFO - Epoch [158][1200/3757] lr: 3.975e-03, eta: 14:54:11, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.4836, top5_acc: 0.7203, loss_cls: 2.2249, loss: 2.2249, grad_norm: 6.3505 2020-07-28 05:14:50,051 - mmaction - INFO - Epoch [158][1220/3757] lr: 3.975e-03, eta: 14:53:58, time: 0.581, data_time: 0.013, memory: 5232, top1_acc: 0.4750, top5_acc: 0.6977, loss_cls: 2.3333, loss: 2.3333, grad_norm: 6.5617 2020-07-28 05:15:01,535 - mmaction - INFO - Epoch [158][1240/3757] lr: 3.975e-03, eta: 14:53:45, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4922, top5_acc: 0.7266, loss_cls: 2.2601, loss: 2.2601, grad_norm: 6.6967 2020-07-28 05:15:12,831 - mmaction - INFO - Epoch [158][1260/3757] lr: 3.975e-03, eta: 14:53:32, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.4914, top5_acc: 0.7297, loss_cls: 2.2223, loss: 2.2223, grad_norm: 6.4889 2020-07-28 05:15:24,196 - mmaction - INFO - Epoch [158][1280/3757] lr: 3.975e-03, eta: 14:53:20, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5203, top5_acc: 0.7289, loss_cls: 2.1874, loss: 2.1874, grad_norm: 6.3408 2020-07-28 05:15:35,534 - mmaction - INFO - Epoch [158][1300/3757] lr: 3.975e-03, eta: 14:53:07, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4875, top5_acc: 0.7219, loss_cls: 2.2742, loss: 2.2742, grad_norm: 6.6287 2020-07-28 05:15:47,121 - mmaction - INFO - Epoch [158][1320/3757] lr: 3.975e-03, eta: 14:52:54, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.5312, top5_acc: 0.7328, loss_cls: 2.1527, loss: 2.1527, grad_norm: 6.7065 2020-07-28 05:15:58,529 - mmaction - INFO - Epoch [158][1340/3757] lr: 3.975e-03, eta: 14:52:41, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5125, top5_acc: 0.7320, loss_cls: 2.1467, loss: 2.1467, grad_norm: 6.3743 2020-07-28 05:16:10,066 - mmaction - INFO - Epoch [158][1360/3757] lr: 3.975e-03, eta: 14:52:28, time: 0.577, data_time: 0.011, memory: 5232, top1_acc: 0.5055, top5_acc: 0.7367, loss_cls: 2.1929, loss: 2.1929, grad_norm: 6.4800 2020-07-28 05:16:21,471 - mmaction - INFO - Epoch [158][1380/3757] lr: 3.975e-03, eta: 14:52:16, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5195, top5_acc: 0.7320, loss_cls: 2.1312, loss: 2.1312, grad_norm: 6.3795 2020-07-28 05:16:32,793 - mmaction - INFO - Epoch [158][1400/3757] lr: 3.975e-03, eta: 14:52:03, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4906, top5_acc: 0.7063, loss_cls: 2.3116, loss: 2.3116, grad_norm: 6.4601 2020-07-28 05:16:44,236 - mmaction - INFO - Epoch [158][1420/3757] lr: 3.975e-03, eta: 14:51:50, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4875, top5_acc: 0.7195, loss_cls: 2.2219, loss: 2.2219, grad_norm: 6.5340 2020-07-28 05:16:55,716 - mmaction - INFO - Epoch [158][1440/3757] lr: 3.975e-03, eta: 14:51:37, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4672, top5_acc: 0.7039, loss_cls: 2.2843, loss: 2.2843, grad_norm: 6.4365 2020-07-28 05:17:07,233 - mmaction - INFO - Epoch [158][1460/3757] lr: 3.975e-03, eta: 14:51:24, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4953, top5_acc: 0.7281, loss_cls: 2.2396, loss: 2.2396, grad_norm: 6.4708 2020-07-28 05:17:18,644 - mmaction - INFO - Epoch [158][1480/3757] lr: 3.975e-03, eta: 14:51:12, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.4891, top5_acc: 0.7156, loss_cls: 2.2744, loss: 2.2744, grad_norm: 6.5506 2020-07-28 05:17:30,288 - mmaction - INFO - Epoch [158][1500/3757] lr: 3.975e-03, eta: 14:50:59, time: 0.582, data_time: 0.015, memory: 5232, top1_acc: 0.4633, top5_acc: 0.7031, loss_cls: 2.3569, loss: 2.3569, grad_norm: 6.7223 2020-07-28 05:17:41,696 - mmaction - INFO - Epoch [158][1520/3757] lr: 3.975e-03, eta: 14:50:46, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4930, top5_acc: 0.7148, loss_cls: 2.2314, loss: 2.2314, grad_norm: 6.3762 2020-07-28 05:17:53,145 - mmaction - INFO - Epoch [158][1540/3757] lr: 3.975e-03, eta: 14:50:33, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4977, top5_acc: 0.7320, loss_cls: 2.2215, loss: 2.2215, grad_norm: 6.3833 2020-07-28 05:18:04,549 - mmaction - INFO - Epoch [158][1560/3757] lr: 3.975e-03, eta: 14:50:20, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5078, top5_acc: 0.7344, loss_cls: 2.1842, loss: 2.1842, grad_norm: 6.3393 2020-07-28 05:18:15,985 - mmaction - INFO - Epoch [158][1580/3757] lr: 3.975e-03, eta: 14:50:08, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4961, top5_acc: 0.7258, loss_cls: 2.1751, loss: 2.1751, grad_norm: 6.1753 2020-07-28 05:18:27,313 - mmaction - INFO - Epoch [158][1600/3757] lr: 3.975e-03, eta: 14:49:55, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4969, top5_acc: 0.7180, loss_cls: 2.2201, loss: 2.2201, grad_norm: 6.2062 2020-07-28 05:18:38,720 - mmaction - INFO - Epoch [158][1620/3757] lr: 3.975e-03, eta: 14:49:42, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4984, top5_acc: 0.7422, loss_cls: 2.1520, loss: 2.1520, grad_norm: 6.4712 2020-07-28 05:18:50,264 - mmaction - INFO - Epoch [158][1640/3757] lr: 3.975e-03, eta: 14:49:29, time: 0.577, data_time: 0.016, memory: 5232, top1_acc: 0.5055, top5_acc: 0.7305, loss_cls: 2.1803, loss: 2.1803, grad_norm: 6.4576 2020-07-28 05:19:01,649 - mmaction - INFO - Epoch [158][1660/3757] lr: 3.975e-03, eta: 14:49:16, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4781, top5_acc: 0.7203, loss_cls: 2.2831, loss: 2.2831, grad_norm: 6.6921 2020-07-28 05:19:13,029 - mmaction - INFO - Epoch [158][1680/3757] lr: 3.975e-03, eta: 14:49:04, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4781, top5_acc: 0.7242, loss_cls: 2.2285, loss: 2.2285, grad_norm: 6.4812 2020-07-28 05:19:24,413 - mmaction - INFO - Epoch [158][1700/3757] lr: 3.975e-03, eta: 14:48:51, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5031, top5_acc: 0.7242, loss_cls: 2.1768, loss: 2.1768, grad_norm: 6.2432 2020-07-28 05:19:35,777 - mmaction - INFO - Epoch [158][1720/3757] lr: 3.975e-03, eta: 14:48:38, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4680, top5_acc: 0.7086, loss_cls: 2.3251, loss: 2.3251, grad_norm: 6.5377 2020-07-28 05:19:47,191 - mmaction - INFO - Epoch [158][1740/3757] lr: 3.975e-03, eta: 14:48:25, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4883, top5_acc: 0.7305, loss_cls: 2.2193, loss: 2.2193, grad_norm: 6.5198 2020-07-28 05:19:58,604 - mmaction - INFO - Epoch [158][1760/3757] lr: 3.975e-03, eta: 14:48:12, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4852, top5_acc: 0.7188, loss_cls: 2.2655, loss: 2.2655, grad_norm: 6.6131 2020-07-28 05:20:10,281 - mmaction - INFO - Epoch [158][1780/3757] lr: 3.975e-03, eta: 14:48:00, time: 0.584, data_time: 0.020, memory: 5232, top1_acc: 0.4781, top5_acc: 0.7227, loss_cls: 2.2467, loss: 2.2467, grad_norm: 6.7483 2020-07-28 05:20:21,721 - mmaction - INFO - Epoch [158][1800/3757] lr: 3.975e-03, eta: 14:47:47, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4750, top5_acc: 0.7023, loss_cls: 2.2828, loss: 2.2828, grad_norm: 6.4497 2020-07-28 05:20:33,090 - mmaction - INFO - Epoch [158][1820/3757] lr: 3.975e-03, eta: 14:47:34, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4953, top5_acc: 0.7180, loss_cls: 2.2231, loss: 2.2231, grad_norm: 6.2419 2020-07-28 05:20:44,448 - mmaction - INFO - Epoch [158][1840/3757] lr: 3.975e-03, eta: 14:47:21, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4906, top5_acc: 0.7180, loss_cls: 2.2208, loss: 2.2208, grad_norm: 6.4777 2020-07-28 05:20:55,851 - mmaction - INFO - Epoch [158][1860/3757] lr: 3.975e-03, eta: 14:47:08, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.5133, top5_acc: 0.7281, loss_cls: 2.1973, loss: 2.1973, grad_norm: 6.2008 2020-07-28 05:21:07,255 - mmaction - INFO - Epoch [158][1880/3757] lr: 3.975e-03, eta: 14:46:55, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4953, top5_acc: 0.7227, loss_cls: 2.2130, loss: 2.2130, grad_norm: 6.3062 2020-07-28 05:21:18,831 - mmaction - INFO - Epoch [158][1900/3757] lr: 3.975e-03, eta: 14:46:43, time: 0.578, data_time: 0.002, memory: 5232, top1_acc: 0.4852, top5_acc: 0.7227, loss_cls: 2.2496, loss: 2.2496, grad_norm: 6.4319 2020-07-28 05:21:30,109 - mmaction - INFO - Epoch [158][1920/3757] lr: 3.975e-03, eta: 14:46:30, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.4836, top5_acc: 0.7133, loss_cls: 2.2981, loss: 2.2981, grad_norm: 6.5678 2020-07-28 05:21:41,590 - mmaction - INFO - Epoch [158][1940/3757] lr: 3.975e-03, eta: 14:46:17, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4969, top5_acc: 0.7281, loss_cls: 2.1793, loss: 2.1793, grad_norm: 6.5777 2020-07-28 05:21:52,925 - mmaction - INFO - Epoch [158][1960/3757] lr: 3.975e-03, eta: 14:46:04, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.4992, top5_acc: 0.7258, loss_cls: 2.2277, loss: 2.2277, grad_norm: 6.3322 2020-07-28 05:22:04,328 - mmaction - INFO - Epoch [158][1980/3757] lr: 3.975e-03, eta: 14:45:51, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5031, top5_acc: 0.7320, loss_cls: 2.1622, loss: 2.1622, grad_norm: 6.3516 2020-07-28 05:22:15,757 - mmaction - INFO - Epoch [158][2000/3757] lr: 3.975e-03, eta: 14:45:39, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4734, top5_acc: 0.7141, loss_cls: 2.3105, loss: 2.3105, grad_norm: 6.5293 2020-07-28 05:22:27,191 - mmaction - INFO - Epoch [158][2020/3757] lr: 3.975e-03, eta: 14:45:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4891, top5_acc: 0.7109, loss_cls: 2.2887, loss: 2.2887, grad_norm: 6.5302 2020-07-28 05:22:38,624 - mmaction - INFO - Epoch [158][2040/3757] lr: 3.975e-03, eta: 14:45:13, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4742, top5_acc: 0.7164, loss_cls: 2.2574, loss: 2.2574, grad_norm: 6.7253 2020-07-28 05:22:50,074 - mmaction - INFO - Epoch [158][2060/3757] lr: 3.975e-03, eta: 14:45:00, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4945, top5_acc: 0.7133, loss_cls: 2.2870, loss: 2.2870, grad_norm: 6.4949 2020-07-28 05:23:01,497 - mmaction - INFO - Epoch [158][2080/3757] lr: 3.975e-03, eta: 14:44:47, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5055, top5_acc: 0.7328, loss_cls: 2.2195, loss: 2.2195, grad_norm: 6.4798 2020-07-28 05:23:12,964 - mmaction - INFO - Epoch [158][2100/3757] lr: 3.975e-03, eta: 14:44:35, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5258, top5_acc: 0.7422, loss_cls: 2.0961, loss: 2.0961, grad_norm: 6.3261 2020-07-28 05:23:24,770 - mmaction - INFO - Epoch [158][2120/3757] lr: 3.975e-03, eta: 14:44:22, time: 0.590, data_time: 0.024, memory: 5232, top1_acc: 0.4914, top5_acc: 0.7125, loss_cls: 2.2259, loss: 2.2259, grad_norm: 6.3406 2020-07-28 05:23:36,273 - mmaction - INFO - Epoch [158][2140/3757] lr: 3.975e-03, eta: 14:44:09, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.5047, top5_acc: 0.7297, loss_cls: 2.2126, loss: 2.2126, grad_norm: 6.4650 2020-07-28 05:23:47,665 - mmaction - INFO - Epoch [158][2160/3757] lr: 3.975e-03, eta: 14:43:56, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4969, top5_acc: 0.7234, loss_cls: 2.2433, loss: 2.2433, grad_norm: 6.3576 2020-07-28 05:23:59,061 - mmaction - INFO - Epoch [158][2180/3757] lr: 3.975e-03, eta: 14:43:43, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5062, top5_acc: 0.7352, loss_cls: 2.1919, loss: 2.1919, grad_norm: 6.3597 2020-07-28 05:24:10,424 - mmaction - INFO - Epoch [158][2200/3757] lr: 3.975e-03, eta: 14:43:31, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5188, top5_acc: 0.7508, loss_cls: 2.1053, loss: 2.1053, grad_norm: 6.4598 2020-07-28 05:24:21,957 - mmaction - INFO - Epoch [158][2220/3757] lr: 3.975e-03, eta: 14:43:18, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4969, top5_acc: 0.7273, loss_cls: 2.2350, loss: 2.2350, grad_norm: 6.6652 2020-07-28 05:24:33,428 - mmaction - INFO - Epoch [158][2240/3757] lr: 3.975e-03, eta: 14:43:05, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4766, top5_acc: 0.7125, loss_cls: 2.2975, loss: 2.2975, grad_norm: 6.6630 2020-07-28 05:24:44,930 - mmaction - INFO - Epoch [158][2260/3757] lr: 3.975e-03, eta: 14:42:52, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4844, top5_acc: 0.7063, loss_cls: 2.2766, loss: 2.2766, grad_norm: 6.4542 2020-07-28 05:24:56,416 - mmaction - INFO - Epoch [158][2280/3757] lr: 3.975e-03, eta: 14:42:40, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4953, top5_acc: 0.7211, loss_cls: 2.2143, loss: 2.2143, grad_norm: 6.3538 2020-07-28 05:25:07,920 - mmaction - INFO - Epoch [158][2300/3757] lr: 3.975e-03, eta: 14:42:27, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5062, top5_acc: 0.7203, loss_cls: 2.2200, loss: 2.2200, grad_norm: 6.4739 2020-07-28 05:25:19,860 - mmaction - INFO - Epoch [158][2320/3757] lr: 3.975e-03, eta: 14:42:14, time: 0.597, data_time: 0.030, memory: 5232, top1_acc: 0.4680, top5_acc: 0.7125, loss_cls: 2.3167, loss: 2.3167, grad_norm: 6.6477 2020-07-28 05:25:31,333 - mmaction - INFO - Epoch [158][2340/3757] lr: 3.975e-03, eta: 14:42:01, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5000, top5_acc: 0.7359, loss_cls: 2.1908, loss: 2.1908, grad_norm: 6.4359 2020-07-28 05:25:42,871 - mmaction - INFO - Epoch [158][2360/3757] lr: 3.975e-03, eta: 14:41:48, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4984, top5_acc: 0.7203, loss_cls: 2.2339, loss: 2.2339, grad_norm: 6.5981 2020-07-28 05:25:54,415 - mmaction - INFO - Epoch [158][2380/3757] lr: 3.975e-03, eta: 14:41:36, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.5031, top5_acc: 0.7344, loss_cls: 2.1714, loss: 2.1714, grad_norm: 6.4845 2020-07-28 05:26:05,852 - mmaction - INFO - Epoch [158][2400/3757] lr: 3.975e-03, eta: 14:41:23, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5141, top5_acc: 0.7328, loss_cls: 2.1621, loss: 2.1621, grad_norm: 6.4589 2020-07-28 05:26:17,273 - mmaction - INFO - Epoch [158][2420/3757] lr: 3.975e-03, eta: 14:41:10, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.4844, top5_acc: 0.7180, loss_cls: 2.3215, loss: 2.3215, grad_norm: 6.6338 2020-07-28 05:26:28,675 - mmaction - INFO - Epoch [158][2440/3757] lr: 3.975e-03, eta: 14:40:57, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4742, top5_acc: 0.7016, loss_cls: 2.3244, loss: 2.3244, grad_norm: 6.5203 2020-07-28 05:26:40,417 - mmaction - INFO - Epoch [158][2460/3757] lr: 3.975e-03, eta: 14:40:45, time: 0.587, data_time: 0.020, memory: 5232, top1_acc: 0.4773, top5_acc: 0.7086, loss_cls: 2.3328, loss: 2.3328, grad_norm: 6.9749 2020-07-28 05:26:51,896 - mmaction - INFO - Epoch [158][2480/3757] lr: 3.975e-03, eta: 14:40:32, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.5031, top5_acc: 0.7219, loss_cls: 2.2091, loss: 2.2091, grad_norm: 6.3329 2020-07-28 05:27:03,309 - mmaction - INFO - Epoch [158][2500/3757] lr: 3.975e-03, eta: 14:40:19, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4734, top5_acc: 0.6906, loss_cls: 2.3824, loss: 2.3824, grad_norm: 6.6444 2020-07-28 05:27:14,751 - mmaction - INFO - Epoch [158][2520/3757] lr: 3.975e-03, eta: 14:40:06, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4719, top5_acc: 0.7141, loss_cls: 2.3030, loss: 2.3030, grad_norm: 6.4769 2020-07-28 05:27:26,316 - mmaction - INFO - Epoch [158][2540/3757] lr: 3.975e-03, eta: 14:39:53, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.4945, top5_acc: 0.7055, loss_cls: 2.2708, loss: 2.2708, grad_norm: 6.3379 2020-07-28 05:27:37,773 - mmaction - INFO - Epoch [158][2560/3757] lr: 3.975e-03, eta: 14:39:41, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5250, top5_acc: 0.7375, loss_cls: 2.1478, loss: 2.1478, grad_norm: 6.3656 2020-07-28 05:27:49,177 - mmaction - INFO - Epoch [158][2580/3757] lr: 3.975e-03, eta: 14:39:28, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4828, top5_acc: 0.6937, loss_cls: 2.3334, loss: 2.3334, grad_norm: 6.4776 2020-07-28 05:28:00,569 - mmaction - INFO - Epoch [158][2600/3757] lr: 3.975e-03, eta: 14:39:15, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5266, top5_acc: 0.7352, loss_cls: 2.1356, loss: 2.1356, grad_norm: 6.2765 2020-07-28 05:28:11,940 - mmaction - INFO - Epoch [158][2620/3757] lr: 3.975e-03, eta: 14:39:02, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4641, top5_acc: 0.6992, loss_cls: 2.3575, loss: 2.3575, grad_norm: 6.6966 2020-07-28 05:28:23,455 - mmaction - INFO - Epoch [158][2640/3757] lr: 3.975e-03, eta: 14:38:49, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.4844, top5_acc: 0.7156, loss_cls: 2.2404, loss: 2.2404, grad_norm: 6.5590 2020-07-28 05:28:35,356 - mmaction - INFO - Epoch [158][2660/3757] lr: 3.975e-03, eta: 14:38:37, time: 0.594, data_time: 0.032, memory: 5232, top1_acc: 0.4859, top5_acc: 0.7250, loss_cls: 2.2721, loss: 2.2721, grad_norm: 6.5423 2020-07-28 05:28:46,824 - mmaction - INFO - Epoch [158][2680/3757] lr: 3.975e-03, eta: 14:38:24, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.4875, top5_acc: 0.7180, loss_cls: 2.2593, loss: 2.2593, grad_norm: 6.5398 2020-07-28 05:28:58,220 - mmaction - INFO - Epoch [158][2700/3757] lr: 3.975e-03, eta: 14:38:11, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4680, top5_acc: 0.7125, loss_cls: 2.3036, loss: 2.3036, grad_norm: 6.4514 2020-07-28 05:29:09,603 - mmaction - INFO - Epoch [158][2720/3757] lr: 3.975e-03, eta: 14:37:58, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4844, top5_acc: 0.7086, loss_cls: 2.3250, loss: 2.3250, grad_norm: 6.6519 2020-07-28 05:29:21,011 - mmaction - INFO - Epoch [158][2740/3757] lr: 3.975e-03, eta: 14:37:45, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5000, top5_acc: 0.7242, loss_cls: 2.2309, loss: 2.2309, grad_norm: 6.2965 2020-07-28 05:29:32,382 - mmaction - INFO - Epoch [158][2760/3757] lr: 3.975e-03, eta: 14:37:33, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4891, top5_acc: 0.7328, loss_cls: 2.2169, loss: 2.2169, grad_norm: 6.6248 2020-07-28 05:29:43,842 - mmaction - INFO - Epoch [158][2780/3757] lr: 3.975e-03, eta: 14:37:20, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4898, top5_acc: 0.7063, loss_cls: 2.2972, loss: 2.2972, grad_norm: 6.4816 2020-07-28 05:29:55,406 - mmaction - INFO - Epoch [158][2800/3757] lr: 3.975e-03, eta: 14:37:07, time: 0.578, data_time: 0.018, memory: 5232, top1_acc: 0.5109, top5_acc: 0.7234, loss_cls: 2.1919, loss: 2.1919, grad_norm: 6.3897 2020-07-28 05:30:06,781 - mmaction - INFO - Epoch [158][2820/3757] lr: 3.975e-03, eta: 14:36:54, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4883, top5_acc: 0.7031, loss_cls: 2.2836, loss: 2.2836, grad_norm: 6.3877 2020-07-28 05:30:18,056 - mmaction - INFO - Epoch [158][2840/3757] lr: 3.975e-03, eta: 14:36:41, time: 0.564, data_time: 0.004, memory: 5232, top1_acc: 0.5133, top5_acc: 0.7297, loss_cls: 2.1821, loss: 2.1821, grad_norm: 6.2321 2020-07-28 05:30:29,445 - mmaction - INFO - Epoch [158][2860/3757] lr: 3.975e-03, eta: 14:36:29, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4914, top5_acc: 0.7148, loss_cls: 2.2706, loss: 2.2706, grad_norm: 6.6109 2020-07-28 05:30:40,745 - mmaction - INFO - Epoch [158][2880/3757] lr: 3.975e-03, eta: 14:36:16, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.4898, top5_acc: 0.7188, loss_cls: 2.2608, loss: 2.2608, grad_norm: 6.5023 2020-07-28 05:30:52,216 - mmaction - INFO - Epoch [158][2900/3757] lr: 3.975e-03, eta: 14:36:03, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4781, top5_acc: 0.7047, loss_cls: 2.3541, loss: 2.3541, grad_norm: 6.5810 2020-07-28 05:31:03,671 - mmaction - INFO - Epoch [158][2920/3757] lr: 3.975e-03, eta: 14:35:50, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5070, top5_acc: 0.7398, loss_cls: 2.1901, loss: 2.1901, grad_norm: 6.4444 2020-07-28 05:31:15,344 - mmaction - INFO - Epoch [158][2940/3757] lr: 3.975e-03, eta: 14:35:37, time: 0.583, data_time: 0.020, memory: 5232, top1_acc: 0.5016, top5_acc: 0.7375, loss_cls: 2.1486, loss: 2.1486, grad_norm: 6.3699 2020-07-28 05:31:26,731 - mmaction - INFO - Epoch [158][2960/3757] lr: 3.975e-03, eta: 14:35:25, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5031, top5_acc: 0.7289, loss_cls: 2.1937, loss: 2.1937, grad_norm: 6.2907 2020-07-28 05:31:38,211 - mmaction - INFO - Epoch [158][2980/3757] lr: 3.975e-03, eta: 14:35:12, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5086, top5_acc: 0.7422, loss_cls: 2.1314, loss: 2.1314, grad_norm: 6.4031 2020-07-28 05:31:49,630 - mmaction - INFO - Epoch [158][3000/3757] lr: 3.975e-03, eta: 14:34:59, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5039, top5_acc: 0.7289, loss_cls: 2.1880, loss: 2.1880, grad_norm: 6.2899 2020-07-28 05:32:01,138 - mmaction - INFO - Epoch [158][3020/3757] lr: 3.975e-03, eta: 14:34:46, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.5094, top5_acc: 0.7367, loss_cls: 2.1743, loss: 2.1743, grad_norm: 6.2405 2020-07-28 05:32:12,619 - mmaction - INFO - Epoch [158][3040/3757] lr: 3.975e-03, eta: 14:34:33, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5008, top5_acc: 0.7273, loss_cls: 2.2434, loss: 2.2434, grad_norm: 6.3257 2020-07-28 05:32:24,028 - mmaction - INFO - Epoch [158][3060/3757] lr: 3.975e-03, eta: 14:34:21, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4906, top5_acc: 0.7102, loss_cls: 2.3074, loss: 2.3074, grad_norm: 6.6492 2020-07-28 05:32:35,518 - mmaction - INFO - Epoch [158][3080/3757] lr: 3.975e-03, eta: 14:34:08, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4867, top5_acc: 0.7211, loss_cls: 2.2988, loss: 2.2988, grad_norm: 6.6476 2020-07-28 05:32:46,960 - mmaction - INFO - Epoch [158][3100/3757] lr: 3.975e-03, eta: 14:33:55, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4758, top5_acc: 0.7109, loss_cls: 2.2827, loss: 2.2827, grad_norm: 6.8255 2020-07-28 05:32:58,386 - mmaction - INFO - Epoch [158][3120/3757] lr: 3.975e-03, eta: 14:33:42, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4898, top5_acc: 0.7164, loss_cls: 2.2486, loss: 2.2486, grad_norm: 6.1762 2020-07-28 05:33:09,891 - mmaction - INFO - Epoch [158][3140/3757] lr: 3.975e-03, eta: 14:33:30, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4773, top5_acc: 0.7172, loss_cls: 2.2695, loss: 2.2695, grad_norm: 6.4748 2020-07-28 05:33:21,472 - mmaction - INFO - Epoch [158][3160/3757] lr: 3.975e-03, eta: 14:33:17, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.4805, top5_acc: 0.7156, loss_cls: 2.2384, loss: 2.2384, grad_norm: 6.5050 2020-07-28 05:33:32,872 - mmaction - INFO - Epoch [158][3180/3757] lr: 3.975e-03, eta: 14:33:04, time: 0.570, data_time: 0.001, memory: 5232, top1_acc: 0.5094, top5_acc: 0.7438, loss_cls: 2.1928, loss: 2.1928, grad_norm: 6.4400 2020-07-28 05:33:44,319 - mmaction - INFO - Epoch [158][3200/3757] lr: 3.975e-03, eta: 14:32:51, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.4773, top5_acc: 0.6969, loss_cls: 2.3311, loss: 2.3311, grad_norm: 6.6924 2020-07-28 05:33:57,519 - mmaction - INFO - Epoch [158][3220/3757] lr: 3.975e-03, eta: 14:32:39, time: 0.660, data_time: 0.100, memory: 5232, top1_acc: 0.4883, top5_acc: 0.6977, loss_cls: 2.2973, loss: 2.2973, grad_norm: 6.7383 2020-07-28 05:34:08,891 - mmaction - INFO - Epoch [158][3240/3757] lr: 3.975e-03, eta: 14:32:26, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4953, top5_acc: 0.7227, loss_cls: 2.2319, loss: 2.2319, grad_norm: 6.3388 2020-07-28 05:34:20,298 - mmaction - INFO - Epoch [158][3260/3757] lr: 3.975e-03, eta: 14:32:13, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4953, top5_acc: 0.7039, loss_cls: 2.3191, loss: 2.3191, grad_norm: 6.6808 2020-07-28 05:34:31,734 - mmaction - INFO - Epoch [158][3280/3757] lr: 3.975e-03, eta: 14:32:00, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4906, top5_acc: 0.7320, loss_cls: 2.2338, loss: 2.2338, grad_norm: 6.6031 2020-07-28 05:34:43,191 - mmaction - INFO - Epoch [158][3300/3757] lr: 3.975e-03, eta: 14:31:47, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.4953, top5_acc: 0.7102, loss_cls: 2.2203, loss: 2.2203, grad_norm: 6.2972 2020-07-28 05:34:54,637 - mmaction - INFO - Epoch [158][3320/3757] lr: 3.975e-03, eta: 14:31:35, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4906, top5_acc: 0.7109, loss_cls: 2.2616, loss: 2.2616, grad_norm: 6.4401 2020-07-28 05:35:06,196 - mmaction - INFO - Epoch [158][3340/3757] lr: 3.975e-03, eta: 14:31:22, time: 0.578, data_time: 0.013, memory: 5232, top1_acc: 0.4875, top5_acc: 0.7336, loss_cls: 2.1779, loss: 2.1779, grad_norm: 6.4739 2020-07-28 05:35:17,661 - mmaction - INFO - Epoch [158][3360/3757] lr: 3.975e-03, eta: 14:31:09, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.4813, top5_acc: 0.7164, loss_cls: 2.2846, loss: 2.2846, grad_norm: 6.5543 2020-07-28 05:35:29,094 - mmaction - INFO - Epoch [158][3380/3757] lr: 3.975e-03, eta: 14:30:56, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4961, top5_acc: 0.7094, loss_cls: 2.2852, loss: 2.2852, grad_norm: 6.5686 2020-07-28 05:35:41,212 - mmaction - INFO - Epoch [158][3400/3757] lr: 3.975e-03, eta: 14:30:44, time: 0.606, data_time: 0.036, memory: 5232, top1_acc: 0.4914, top5_acc: 0.7133, loss_cls: 2.2381, loss: 2.2381, grad_norm: 6.4233 2020-07-28 05:35:52,478 - mmaction - INFO - Epoch [158][3420/3757] lr: 3.975e-03, eta: 14:30:31, time: 0.564, data_time: 0.001, memory: 5232, top1_acc: 0.5047, top5_acc: 0.7109, loss_cls: 2.2340, loss: 2.2340, grad_norm: 6.4986 2020-07-28 05:36:03,832 - mmaction - INFO - Epoch [158][3440/3757] lr: 3.975e-03, eta: 14:30:18, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4813, top5_acc: 0.7234, loss_cls: 2.2429, loss: 2.2429, grad_norm: 6.4533 2020-07-28 05:36:15,308 - mmaction - INFO - Epoch [158][3460/3757] lr: 3.975e-03, eta: 14:30:05, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5102, top5_acc: 0.7125, loss_cls: 2.2394, loss: 2.2394, grad_norm: 6.3681 2020-07-28 05:36:26,756 - mmaction - INFO - Epoch [158][3480/3757] lr: 3.975e-03, eta: 14:29:52, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4930, top5_acc: 0.7141, loss_cls: 2.2846, loss: 2.2846, grad_norm: 6.4389 2020-07-28 05:36:38,185 - mmaction - INFO - Epoch [158][3500/3757] lr: 3.975e-03, eta: 14:29:40, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5047, top5_acc: 0.7273, loss_cls: 2.2390, loss: 2.2390, grad_norm: 6.2871 2020-07-28 05:36:49,592 - mmaction - INFO - Epoch [158][3520/3757] lr: 3.975e-03, eta: 14:29:27, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5148, top5_acc: 0.7281, loss_cls: 2.1554, loss: 2.1554, grad_norm: 6.2962 2020-07-28 05:37:01,153 - mmaction - INFO - Epoch [158][3540/3757] lr: 3.975e-03, eta: 14:29:14, time: 0.578, data_time: 0.012, memory: 5232, top1_acc: 0.4773, top5_acc: 0.7109, loss_cls: 2.2824, loss: 2.2824, grad_norm: 6.5264 2020-07-28 05:37:12,630 - mmaction - INFO - Epoch [158][3560/3757] lr: 3.975e-03, eta: 14:29:01, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5156, top5_acc: 0.7336, loss_cls: 2.1399, loss: 2.1399, grad_norm: 6.4398 2020-07-28 05:37:24,043 - mmaction - INFO - Epoch [158][3580/3757] lr: 3.975e-03, eta: 14:28:48, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4805, top5_acc: 0.7242, loss_cls: 2.2732, loss: 2.2732, grad_norm: 6.3973 2020-07-28 05:37:35,445 - mmaction - INFO - Epoch [158][3600/3757] lr: 3.975e-03, eta: 14:28:36, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5039, top5_acc: 0.7164, loss_cls: 2.2952, loss: 2.2952, grad_norm: 6.7548 2020-07-28 05:37:46,909 - mmaction - INFO - Epoch [158][3620/3757] lr: 3.975e-03, eta: 14:28:23, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5109, top5_acc: 0.7367, loss_cls: 2.1652, loss: 2.1652, grad_norm: 6.5470 2020-07-28 05:37:58,351 - mmaction - INFO - Epoch [158][3640/3757] lr: 3.975e-03, eta: 14:28:10, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4805, top5_acc: 0.7063, loss_cls: 2.3188, loss: 2.3188, grad_norm: 6.5975 2020-07-28 05:38:09,652 - mmaction - INFO - Epoch [158][3660/3757] lr: 3.975e-03, eta: 14:27:57, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.4945, top5_acc: 0.7211, loss_cls: 2.2355, loss: 2.2355, grad_norm: 6.5405 2020-07-28 05:38:21,084 - mmaction - INFO - Epoch [158][3680/3757] lr: 3.975e-03, eta: 14:27:45, time: 0.571, data_time: 0.009, memory: 5232, top1_acc: 0.4867, top5_acc: 0.7266, loss_cls: 2.2831, loss: 2.2831, grad_norm: 6.6153 2020-07-28 05:38:32,544 - mmaction - INFO - Epoch [158][3700/3757] lr: 3.975e-03, eta: 14:27:32, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4977, top5_acc: 0.7203, loss_cls: 2.2885, loss: 2.2885, grad_norm: 6.3440 2020-07-28 05:38:43,999 - mmaction - INFO - Epoch [158][3720/3757] lr: 3.975e-03, eta: 14:27:19, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4992, top5_acc: 0.7383, loss_cls: 2.1971, loss: 2.1971, grad_norm: 6.3175 2020-07-28 05:38:55,411 - mmaction - INFO - Epoch [158][3740/3757] lr: 3.975e-03, eta: 14:27:06, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4922, top5_acc: 0.7180, loss_cls: 2.2401, loss: 2.2401, grad_norm: 6.4601 2020-07-28 05:43:27,313 - mmaction - INFO - Epoch [159][20/3757] lr: 3.641e-03, eta: 14:27:22, time: 12.019, data_time: 11.258, memory: 5232, top1_acc: 0.5164, top5_acc: 0.7273, loss_cls: 2.1899, loss: 2.1899, grad_norm: 6.2891 2020-07-28 05:43:38,556 - mmaction - INFO - Epoch [159][40/3757] lr: 3.641e-03, eta: 14:27:09, time: 0.562, data_time: 0.002, memory: 5232, top1_acc: 0.5227, top5_acc: 0.7312, loss_cls: 2.1363, loss: 2.1363, grad_norm: 6.4890 2020-07-28 05:43:49,933 - mmaction - INFO - Epoch [159][60/3757] lr: 3.641e-03, eta: 14:26:56, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5133, top5_acc: 0.7398, loss_cls: 2.0878, loss: 2.0878, grad_norm: 6.4851 2020-07-28 05:44:01,272 - mmaction - INFO - Epoch [159][80/3757] lr: 3.641e-03, eta: 14:26:43, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4828, top5_acc: 0.7211, loss_cls: 2.2856, loss: 2.2856, grad_norm: 6.9040 2020-07-28 05:44:12,651 - mmaction - INFO - Epoch [159][100/3757] lr: 3.641e-03, eta: 14:26:30, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5031, top5_acc: 0.7219, loss_cls: 2.2303, loss: 2.2303, grad_norm: 6.5002 2020-07-28 05:44:24,389 - mmaction - INFO - Epoch [159][120/3757] lr: 3.641e-03, eta: 14:26:18, time: 0.587, data_time: 0.024, memory: 5232, top1_acc: 0.4781, top5_acc: 0.7102, loss_cls: 2.3226, loss: 2.3226, grad_norm: 6.6436 2020-07-28 05:44:36,006 - mmaction - INFO - Epoch [159][140/3757] lr: 3.641e-03, eta: 14:26:05, time: 0.581, data_time: 0.016, memory: 5232, top1_acc: 0.4836, top5_acc: 0.7273, loss_cls: 2.2059, loss: 2.2059, grad_norm: 6.4045 2020-07-28 05:44:47,792 - mmaction - INFO - Epoch [159][160/3757] lr: 3.641e-03, eta: 14:25:52, time: 0.589, data_time: 0.020, memory: 5232, top1_acc: 0.4953, top5_acc: 0.7273, loss_cls: 2.2275, loss: 2.2275, grad_norm: 6.6050 2020-07-28 05:44:59,506 - mmaction - INFO - Epoch [159][180/3757] lr: 3.641e-03, eta: 14:25:39, time: 0.586, data_time: 0.019, memory: 5232, top1_acc: 0.5047, top5_acc: 0.7188, loss_cls: 2.2138, loss: 2.2138, grad_norm: 6.3064 2020-07-28 05:45:11,300 - mmaction - INFO - Epoch [159][200/3757] lr: 3.641e-03, eta: 14:25:27, time: 0.590, data_time: 0.022, memory: 5232, top1_acc: 0.5047, top5_acc: 0.7328, loss_cls: 2.1976, loss: 2.1976, grad_norm: 6.5318 2020-07-28 05:45:22,698 - mmaction - INFO - Epoch [159][220/3757] lr: 3.641e-03, eta: 14:25:14, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5133, top5_acc: 0.7352, loss_cls: 2.1547, loss: 2.1547, grad_norm: 6.4064 2020-07-28 05:45:34,008 - mmaction - INFO - Epoch [159][240/3757] lr: 3.641e-03, eta: 14:25:01, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4828, top5_acc: 0.7180, loss_cls: 2.2783, loss: 2.2783, grad_norm: 6.5029 2020-07-28 05:45:49,414 - mmaction - INFO - Epoch [159][260/3757] lr: 3.641e-03, eta: 14:24:49, time: 0.771, data_time: 0.129, memory: 5232, top1_acc: 0.4961, top5_acc: 0.7359, loss_cls: 2.1553, loss: 2.1553, grad_norm: 6.6361 2020-07-28 05:46:05,563 - mmaction - INFO - Epoch [159][280/3757] lr: 3.641e-03, eta: 14:24:37, time: 0.807, data_time: 0.244, memory: 5232, top1_acc: 0.5078, top5_acc: 0.7398, loss_cls: 2.2121, loss: 2.2121, grad_norm: 6.5043 2020-07-28 05:46:20,898 - mmaction - INFO - Epoch [159][300/3757] lr: 3.641e-03, eta: 14:24:25, time: 0.767, data_time: 0.162, memory: 5232, top1_acc: 0.5016, top5_acc: 0.7203, loss_cls: 2.1982, loss: 2.1982, grad_norm: 6.5381 2020-07-28 05:46:37,072 - mmaction - INFO - Epoch [159][320/3757] lr: 3.641e-03, eta: 14:24:13, time: 0.809, data_time: 0.226, memory: 5232, top1_acc: 0.5023, top5_acc: 0.7398, loss_cls: 2.1897, loss: 2.1897, grad_norm: 6.4999 2020-07-28 05:46:48,544 - mmaction - INFO - Epoch [159][340/3757] lr: 3.641e-03, eta: 14:24:00, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.4945, top5_acc: 0.7430, loss_cls: 2.2038, loss: 2.2038, grad_norm: 6.5543 2020-07-28 05:46:59,977 - mmaction - INFO - Epoch [159][360/3757] lr: 3.641e-03, eta: 14:23:47, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5039, top5_acc: 0.7312, loss_cls: 2.1963, loss: 2.1963, grad_norm: 6.6275 2020-07-28 05:47:11,416 - mmaction - INFO - Epoch [159][380/3757] lr: 3.641e-03, eta: 14:23:34, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4961, top5_acc: 0.7367, loss_cls: 2.1871, loss: 2.1871, grad_norm: 6.6307 2020-07-28 05:47:23,095 - mmaction - INFO - Epoch [159][400/3757] lr: 3.641e-03, eta: 14:23:22, time: 0.584, data_time: 0.022, memory: 5232, top1_acc: 0.4797, top5_acc: 0.7102, loss_cls: 2.3082, loss: 2.3082, grad_norm: 6.5435 2020-07-28 05:47:34,758 - mmaction - INFO - Epoch [159][420/3757] lr: 3.641e-03, eta: 14:23:09, time: 0.583, data_time: 0.017, memory: 5232, top1_acc: 0.4953, top5_acc: 0.7063, loss_cls: 2.2327, loss: 2.2327, grad_norm: 6.3145 2020-07-28 05:47:46,562 - mmaction - INFO - Epoch [159][440/3757] lr: 3.641e-03, eta: 14:22:56, time: 0.590, data_time: 0.024, memory: 5232, top1_acc: 0.5180, top5_acc: 0.7359, loss_cls: 2.1510, loss: 2.1510, grad_norm: 6.3153 2020-07-28 05:47:58,318 - mmaction - INFO - Epoch [159][460/3757] lr: 3.641e-03, eta: 14:22:43, time: 0.588, data_time: 0.015, memory: 5232, top1_acc: 0.5086, top5_acc: 0.7422, loss_cls: 2.1329, loss: 2.1329, grad_norm: 6.3915 2020-07-28 05:48:10,083 - mmaction - INFO - Epoch [159][480/3757] lr: 3.641e-03, eta: 14:22:31, time: 0.588, data_time: 0.024, memory: 5232, top1_acc: 0.5164, top5_acc: 0.7336, loss_cls: 2.1753, loss: 2.1753, grad_norm: 6.2736 2020-07-28 05:48:21,559 - mmaction - INFO - Epoch [159][500/3757] lr: 3.641e-03, eta: 14:22:18, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4984, top5_acc: 0.7258, loss_cls: 2.2137, loss: 2.2137, grad_norm: 6.6091 2020-07-28 05:48:33,288 - mmaction - INFO - Epoch [159][520/3757] lr: 3.641e-03, eta: 14:22:05, time: 0.587, data_time: 0.025, memory: 5232, top1_acc: 0.5078, top5_acc: 0.7312, loss_cls: 2.2243, loss: 2.2243, grad_norm: 6.4519 2020-07-28 05:48:45,065 - mmaction - INFO - Epoch [159][540/3757] lr: 3.641e-03, eta: 14:21:52, time: 0.589, data_time: 0.017, memory: 5232, top1_acc: 0.5086, top5_acc: 0.7289, loss_cls: 2.1755, loss: 2.1755, grad_norm: 6.5350 2020-07-28 05:48:56,892 - mmaction - INFO - Epoch [159][560/3757] lr: 3.641e-03, eta: 14:21:40, time: 0.592, data_time: 0.025, memory: 5232, top1_acc: 0.5227, top5_acc: 0.7281, loss_cls: 2.1418, loss: 2.1418, grad_norm: 6.2498 2020-07-28 05:49:08,542 - mmaction - INFO - Epoch [159][580/3757] lr: 3.641e-03, eta: 14:21:27, time: 0.582, data_time: 0.016, memory: 5232, top1_acc: 0.5164, top5_acc: 0.7375, loss_cls: 2.1493, loss: 2.1493, grad_norm: 6.4275 2020-07-28 05:49:19,922 - mmaction - INFO - Epoch [159][600/3757] lr: 3.641e-03, eta: 14:21:14, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4742, top5_acc: 0.7063, loss_cls: 2.3199, loss: 2.3199, grad_norm: 6.6494 2020-07-28 05:49:31,572 - mmaction - INFO - Epoch [159][620/3757] lr: 3.641e-03, eta: 14:21:01, time: 0.582, data_time: 0.014, memory: 5232, top1_acc: 0.4852, top5_acc: 0.7203, loss_cls: 2.2857, loss: 2.2857, grad_norm: 6.6469 2020-07-28 05:49:43,395 - mmaction - INFO - Epoch [159][640/3757] lr: 3.641e-03, eta: 14:20:49, time: 0.591, data_time: 0.027, memory: 5232, top1_acc: 0.4719, top5_acc: 0.7094, loss_cls: 2.3341, loss: 2.3341, grad_norm: 6.7642 2020-07-28 05:49:55,139 - mmaction - INFO - Epoch [159][660/3757] lr: 3.641e-03, eta: 14:20:36, time: 0.587, data_time: 0.016, memory: 5232, top1_acc: 0.4984, top5_acc: 0.7148, loss_cls: 2.2506, loss: 2.2506, grad_norm: 6.3952 2020-07-28 05:50:06,905 - mmaction - INFO - Epoch [159][680/3757] lr: 3.641e-03, eta: 14:20:23, time: 0.588, data_time: 0.025, memory: 5232, top1_acc: 0.5188, top5_acc: 0.7414, loss_cls: 2.1346, loss: 2.1346, grad_norm: 6.4733 2020-07-28 05:50:18,645 - mmaction - INFO - Epoch [159][700/3757] lr: 3.641e-03, eta: 14:20:10, time: 0.587, data_time: 0.026, memory: 5232, top1_acc: 0.4805, top5_acc: 0.7109, loss_cls: 2.2750, loss: 2.2750, grad_norm: 6.4743 2020-07-28 05:50:29,974 - mmaction - INFO - Epoch [159][720/3757] lr: 3.641e-03, eta: 14:19:58, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4883, top5_acc: 0.7148, loss_cls: 2.2749, loss: 2.2749, grad_norm: 6.7014 2020-07-28 05:50:41,363 - mmaction - INFO - Epoch [159][740/3757] lr: 3.641e-03, eta: 14:19:45, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4797, top5_acc: 0.7133, loss_cls: 2.2760, loss: 2.2760, grad_norm: 6.7507 2020-07-28 05:50:53,142 - mmaction - INFO - Epoch [159][760/3757] lr: 3.641e-03, eta: 14:19:32, time: 0.589, data_time: 0.020, memory: 5232, top1_acc: 0.5023, top5_acc: 0.7328, loss_cls: 2.2284, loss: 2.2284, grad_norm: 6.4294 2020-07-28 05:51:04,921 - mmaction - INFO - Epoch [159][780/3757] lr: 3.641e-03, eta: 14:19:19, time: 0.589, data_time: 0.024, memory: 5232, top1_acc: 0.5008, top5_acc: 0.7258, loss_cls: 2.2402, loss: 2.2402, grad_norm: 6.4878 2020-07-28 05:51:16,741 - mmaction - INFO - Epoch [159][800/3757] lr: 3.641e-03, eta: 14:19:07, time: 0.591, data_time: 0.023, memory: 5232, top1_acc: 0.4750, top5_acc: 0.7227, loss_cls: 2.2830, loss: 2.2830, grad_norm: 6.4719 2020-07-28 05:51:28,437 - mmaction - INFO - Epoch [159][820/3757] lr: 3.641e-03, eta: 14:18:54, time: 0.585, data_time: 0.015, memory: 5232, top1_acc: 0.4938, top5_acc: 0.7273, loss_cls: 2.2608, loss: 2.2608, grad_norm: 6.4793 2020-07-28 05:51:40,275 - mmaction - INFO - Epoch [159][840/3757] lr: 3.641e-03, eta: 14:18:41, time: 0.592, data_time: 0.024, memory: 5232, top1_acc: 0.4883, top5_acc: 0.7305, loss_cls: 2.2134, loss: 2.2134, grad_norm: 6.6233 2020-07-28 05:51:51,821 - mmaction - INFO - Epoch [159][860/3757] lr: 3.641e-03, eta: 14:18:28, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.4859, top5_acc: 0.7297, loss_cls: 2.2015, loss: 2.2015, grad_norm: 6.4034 2020-07-28 05:52:03,282 - mmaction - INFO - Epoch [159][880/3757] lr: 3.641e-03, eta: 14:18:16, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5086, top5_acc: 0.7281, loss_cls: 2.1993, loss: 2.1993, grad_norm: 6.4590 2020-07-28 05:52:14,666 - mmaction - INFO - Epoch [159][900/3757] lr: 3.641e-03, eta: 14:18:03, time: 0.570, data_time: 0.001, memory: 5232, top1_acc: 0.4898, top5_acc: 0.7031, loss_cls: 2.2769, loss: 2.2769, grad_norm: 6.5178 2020-07-28 05:52:26,143 - mmaction - INFO - Epoch [159][920/3757] lr: 3.641e-03, eta: 14:17:50, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.5117, top5_acc: 0.7336, loss_cls: 2.1370, loss: 2.1370, grad_norm: 6.4472 2020-07-28 05:52:37,607 - mmaction - INFO - Epoch [159][940/3757] lr: 3.641e-03, eta: 14:17:37, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4875, top5_acc: 0.7117, loss_cls: 2.2873, loss: 2.2873, grad_norm: 6.5891 2020-07-28 05:52:48,902 - mmaction - INFO - Epoch [159][960/3757] lr: 3.641e-03, eta: 14:17:24, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.5234, top5_acc: 0.7570, loss_cls: 2.0441, loss: 2.0441, grad_norm: 6.2649 2020-07-28 05:53:00,322 - mmaction - INFO - Epoch [159][980/3757] lr: 3.641e-03, eta: 14:17:11, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5125, top5_acc: 0.7320, loss_cls: 2.1682, loss: 2.1682, grad_norm: 6.6770 2020-07-28 05:53:11,786 - mmaction - INFO - Epoch [159][1000/3757] lr: 3.641e-03, eta: 14:16:59, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5109, top5_acc: 0.7352, loss_cls: 2.1269, loss: 2.1269, grad_norm: 6.8618 2020-07-28 05:53:23,247 - mmaction - INFO - Epoch [159][1020/3757] lr: 3.641e-03, eta: 14:16:46, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4977, top5_acc: 0.7211, loss_cls: 2.2277, loss: 2.2277, grad_norm: 6.7645 2020-07-28 05:53:34,599 - mmaction - INFO - Epoch [159][1040/3757] lr: 3.641e-03, eta: 14:16:33, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5102, top5_acc: 0.7344, loss_cls: 2.2053, loss: 2.2053, grad_norm: 6.4694 2020-07-28 05:53:46,317 - mmaction - INFO - Epoch [159][1060/3757] lr: 3.641e-03, eta: 14:16:20, time: 0.586, data_time: 0.019, memory: 5232, top1_acc: 0.5094, top5_acc: 0.7258, loss_cls: 2.2269, loss: 2.2269, grad_norm: 6.6101 2020-07-28 05:53:57,671 - mmaction - INFO - Epoch [159][1080/3757] lr: 3.641e-03, eta: 14:16:08, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4961, top5_acc: 0.7367, loss_cls: 2.1570, loss: 2.1570, grad_norm: 6.6110 2020-07-28 05:54:09,147 - mmaction - INFO - Epoch [159][1100/3757] lr: 3.641e-03, eta: 14:15:55, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.4945, top5_acc: 0.7336, loss_cls: 2.2341, loss: 2.2341, grad_norm: 6.6126 2020-07-28 05:54:20,574 - mmaction - INFO - Epoch [159][1120/3757] lr: 3.641e-03, eta: 14:15:42, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4930, top5_acc: 0.7477, loss_cls: 2.1143, loss: 2.1143, grad_norm: 6.5836 2020-07-28 05:54:31,987 - mmaction - INFO - Epoch [159][1140/3757] lr: 3.641e-03, eta: 14:15:29, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.4836, top5_acc: 0.7078, loss_cls: 2.2414, loss: 2.2414, grad_norm: 6.5406 2020-07-28 05:54:43,393 - mmaction - INFO - Epoch [159][1160/3757] lr: 3.641e-03, eta: 14:15:16, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4852, top5_acc: 0.7195, loss_cls: 2.2535, loss: 2.2535, grad_norm: 6.7064 2020-07-28 05:54:54,805 - mmaction - INFO - Epoch [159][1180/3757] lr: 3.641e-03, eta: 14:15:04, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5234, top5_acc: 0.7438, loss_cls: 2.0842, loss: 2.0842, grad_norm: 6.4332 2020-07-28 05:55:06,334 - mmaction - INFO - Epoch [159][1200/3757] lr: 3.641e-03, eta: 14:14:51, time: 0.576, data_time: 0.011, memory: 5232, top1_acc: 0.4781, top5_acc: 0.7125, loss_cls: 2.2517, loss: 2.2517, grad_norm: 6.6885 2020-07-28 05:55:17,730 - mmaction - INFO - Epoch [159][1220/3757] lr: 3.641e-03, eta: 14:14:38, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.4805, top5_acc: 0.7039, loss_cls: 2.3058, loss: 2.3058, grad_norm: 6.4859 2020-07-28 05:55:29,135 - mmaction - INFO - Epoch [159][1240/3757] lr: 3.641e-03, eta: 14:14:25, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5008, top5_acc: 0.7156, loss_cls: 2.2886, loss: 2.2886, grad_norm: 6.7105 2020-07-28 05:55:40,492 - mmaction - INFO - Epoch [159][1260/3757] lr: 3.641e-03, eta: 14:14:12, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4922, top5_acc: 0.7203, loss_cls: 2.1787, loss: 2.1787, grad_norm: 6.2438 2020-07-28 05:55:51,859 - mmaction - INFO - Epoch [159][1280/3757] lr: 3.641e-03, eta: 14:14:00, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5031, top5_acc: 0.7383, loss_cls: 2.1753, loss: 2.1753, grad_norm: 6.5288 2020-07-28 05:56:03,247 - mmaction - INFO - Epoch [159][1300/3757] lr: 3.641e-03, eta: 14:13:47, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.5039, top5_acc: 0.7281, loss_cls: 2.2184, loss: 2.2184, grad_norm: 6.4118 2020-07-28 05:56:14,703 - mmaction - INFO - Epoch [159][1320/3757] lr: 3.641e-03, eta: 14:13:34, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5086, top5_acc: 0.7266, loss_cls: 2.2075, loss: 2.2075, grad_norm: 6.5578 2020-07-28 05:56:26,293 - mmaction - INFO - Epoch [159][1340/3757] lr: 3.641e-03, eta: 14:13:21, time: 0.579, data_time: 0.017, memory: 5232, top1_acc: 0.5023, top5_acc: 0.7063, loss_cls: 2.2496, loss: 2.2496, grad_norm: 6.4692 2020-07-28 05:56:37,628 - mmaction - INFO - Epoch [159][1360/3757] lr: 3.641e-03, eta: 14:13:08, time: 0.567, data_time: 0.004, memory: 5232, top1_acc: 0.5047, top5_acc: 0.7312, loss_cls: 2.1686, loss: 2.1686, grad_norm: 6.5310 2020-07-28 05:56:49,116 - mmaction - INFO - Epoch [159][1380/3757] lr: 3.641e-03, eta: 14:12:56, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4797, top5_acc: 0.7164, loss_cls: 2.2931, loss: 2.2931, grad_norm: 6.4361 2020-07-28 05:57:00,535 - mmaction - INFO - Epoch [159][1400/3757] lr: 3.641e-03, eta: 14:12:43, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4914, top5_acc: 0.7281, loss_cls: 2.2657, loss: 2.2657, grad_norm: 6.6329 2020-07-28 05:57:11,808 - mmaction - INFO - Epoch [159][1420/3757] lr: 3.641e-03, eta: 14:12:30, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.4922, top5_acc: 0.7094, loss_cls: 2.2199, loss: 2.2199, grad_norm: 6.5535 2020-07-28 05:57:23,265 - mmaction - INFO - Epoch [159][1440/3757] lr: 3.641e-03, eta: 14:12:17, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4914, top5_acc: 0.7328, loss_cls: 2.2072, loss: 2.2072, grad_norm: 6.5782 2020-07-28 05:57:34,753 - mmaction - INFO - Epoch [159][1460/3757] lr: 3.641e-03, eta: 14:12:04, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4883, top5_acc: 0.7203, loss_cls: 2.2558, loss: 2.2558, grad_norm: 6.4967 2020-07-28 05:57:46,268 - mmaction - INFO - Epoch [159][1480/3757] lr: 3.641e-03, eta: 14:11:52, time: 0.576, data_time: 0.015, memory: 5232, top1_acc: 0.4977, top5_acc: 0.7188, loss_cls: 2.1724, loss: 2.1724, grad_norm: 6.5906 2020-07-28 05:57:57,625 - mmaction - INFO - Epoch [159][1500/3757] lr: 3.641e-03, eta: 14:11:39, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4930, top5_acc: 0.7172, loss_cls: 2.2608, loss: 2.2608, grad_norm: 6.5622 2020-07-28 05:58:09,007 - mmaction - INFO - Epoch [159][1520/3757] lr: 3.641e-03, eta: 14:11:26, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5031, top5_acc: 0.7109, loss_cls: 2.2101, loss: 2.2101, grad_norm: 6.2907 2020-07-28 05:58:20,414 - mmaction - INFO - Epoch [159][1540/3757] lr: 3.641e-03, eta: 14:11:13, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5086, top5_acc: 0.7320, loss_cls: 2.1903, loss: 2.1903, grad_norm: 6.2960 2020-07-28 05:58:31,897 - mmaction - INFO - Epoch [159][1560/3757] lr: 3.641e-03, eta: 14:11:00, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5148, top5_acc: 0.7367, loss_cls: 2.1173, loss: 2.1173, grad_norm: 6.4156 2020-07-28 05:58:43,395 - mmaction - INFO - Epoch [159][1580/3757] lr: 3.641e-03, eta: 14:10:48, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4922, top5_acc: 0.7227, loss_cls: 2.2222, loss: 2.2222, grad_norm: 6.6428 2020-07-28 05:58:54,770 - mmaction - INFO - Epoch [159][1600/3757] lr: 3.641e-03, eta: 14:10:35, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5094, top5_acc: 0.7328, loss_cls: 2.1525, loss: 2.1525, grad_norm: 6.4903 2020-07-28 05:59:06,294 - mmaction - INFO - Epoch [159][1620/3757] lr: 3.641e-03, eta: 14:10:22, time: 0.576, data_time: 0.012, memory: 5232, top1_acc: 0.4969, top5_acc: 0.7398, loss_cls: 2.1291, loss: 2.1291, grad_norm: 6.4918 2020-07-28 05:59:17,668 - mmaction - INFO - Epoch [159][1640/3757] lr: 3.641e-03, eta: 14:10:09, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.4727, top5_acc: 0.7125, loss_cls: 2.3306, loss: 2.3306, grad_norm: 6.8583 2020-07-28 05:59:29,010 - mmaction - INFO - Epoch [159][1660/3757] lr: 3.641e-03, eta: 14:09:56, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.5062, top5_acc: 0.7266, loss_cls: 2.1951, loss: 2.1951, grad_norm: 6.6880 2020-07-28 05:59:40,457 - mmaction - INFO - Epoch [159][1680/3757] lr: 3.641e-03, eta: 14:09:44, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4992, top5_acc: 0.7258, loss_cls: 2.2285, loss: 2.2285, grad_norm: 6.5638 2020-07-28 05:59:51,846 - mmaction - INFO - Epoch [159][1700/3757] lr: 3.641e-03, eta: 14:09:31, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5125, top5_acc: 0.7359, loss_cls: 2.1540, loss: 2.1540, grad_norm: 6.4578 2020-07-28 06:00:13,677 - mmaction - INFO - Epoch [159][1720/3757] lr: 3.641e-03, eta: 14:09:20, time: 1.081, data_time: 0.011, memory: 5232, top1_acc: 0.5016, top5_acc: 0.7156, loss_cls: 2.2465, loss: 2.2465, grad_norm: 6.6718 2020-07-28 06:00:25,135 - mmaction - INFO - Epoch [159][1740/3757] lr: 3.641e-03, eta: 14:09:07, time: 0.584, data_time: 0.015, memory: 5232, top1_acc: 0.4805, top5_acc: 0.7148, loss_cls: 2.3243, loss: 2.3243, grad_norm: 6.8866 2020-07-28 06:00:36,677 - mmaction - INFO - Epoch [159][1760/3757] lr: 3.641e-03, eta: 14:08:54, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.5102, top5_acc: 0.7422, loss_cls: 2.1462, loss: 2.1462, grad_norm: 6.5514 2020-07-28 06:00:48,138 - mmaction - INFO - Epoch [159][1780/3757] lr: 3.641e-03, eta: 14:08:41, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4859, top5_acc: 0.7242, loss_cls: 2.2577, loss: 2.2577, grad_norm: 6.7859 2020-07-28 06:00:59,568 - mmaction - INFO - Epoch [159][1800/3757] lr: 3.641e-03, eta: 14:08:29, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.4859, top5_acc: 0.7250, loss_cls: 2.2719, loss: 2.2719, grad_norm: 6.5571 2020-07-28 06:01:11,473 - mmaction - INFO - Epoch [159][1820/3757] lr: 3.641e-03, eta: 14:08:16, time: 0.596, data_time: 0.034, memory: 5232, top1_acc: 0.4961, top5_acc: 0.7258, loss_cls: 2.2010, loss: 2.2010, grad_norm: 6.7825 2020-07-28 06:01:22,882 - mmaction - INFO - Epoch [159][1840/3757] lr: 3.641e-03, eta: 14:08:03, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.5000, top5_acc: 0.7234, loss_cls: 2.2643, loss: 2.2643, grad_norm: 6.6544 2020-07-28 06:01:34,312 - mmaction - INFO - Epoch [159][1860/3757] lr: 3.641e-03, eta: 14:07:50, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4977, top5_acc: 0.7094, loss_cls: 2.2943, loss: 2.2943, grad_norm: 6.5810 2020-07-28 06:01:45,813 - mmaction - INFO - Epoch [159][1880/3757] lr: 3.641e-03, eta: 14:07:38, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.4977, top5_acc: 0.7328, loss_cls: 2.1717, loss: 2.1717, grad_norm: 6.4094 2020-07-28 06:01:57,361 - mmaction - INFO - Epoch [159][1900/3757] lr: 3.641e-03, eta: 14:07:25, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.4867, top5_acc: 0.7297, loss_cls: 2.2089, loss: 2.2089, grad_norm: 6.5838 2020-07-28 06:02:08,820 - mmaction - INFO - Epoch [159][1920/3757] lr: 3.641e-03, eta: 14:07:12, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5195, top5_acc: 0.7281, loss_cls: 2.1681, loss: 2.1681, grad_norm: 6.4437 2020-07-28 06:02:20,260 - mmaction - INFO - Epoch [159][1940/3757] lr: 3.641e-03, eta: 14:06:59, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5031, top5_acc: 0.7305, loss_cls: 2.1558, loss: 2.1558, grad_norm: 6.5069 2020-07-28 06:02:31,780 - mmaction - INFO - Epoch [159][1960/3757] lr: 3.641e-03, eta: 14:06:46, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4953, top5_acc: 0.7352, loss_cls: 2.1957, loss: 2.1957, grad_norm: 6.4886 2020-07-28 06:02:43,226 - mmaction - INFO - Epoch [159][1980/3757] lr: 3.641e-03, eta: 14:06:34, time: 0.572, data_time: 0.005, memory: 5232, top1_acc: 0.4883, top5_acc: 0.7008, loss_cls: 2.2719, loss: 2.2719, grad_norm: 6.5802 2020-07-28 06:02:54,524 - mmaction - INFO - Epoch [159][2000/3757] lr: 3.641e-03, eta: 14:06:21, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.4930, top5_acc: 0.7352, loss_cls: 2.2037, loss: 2.2037, grad_norm: 6.7837 2020-07-28 06:03:05,983 - mmaction - INFO - Epoch [159][2020/3757] lr: 3.641e-03, eta: 14:06:08, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.4984, top5_acc: 0.7352, loss_cls: 2.1811, loss: 2.1811, grad_norm: 6.5351 2020-07-28 06:03:17,490 - mmaction - INFO - Epoch [159][2040/3757] lr: 3.641e-03, eta: 14:05:55, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4797, top5_acc: 0.7102, loss_cls: 2.2499, loss: 2.2499, grad_norm: 6.7192 2020-07-28 06:03:28,915 - mmaction - INFO - Epoch [159][2060/3757] lr: 3.641e-03, eta: 14:05:42, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5125, top5_acc: 0.7453, loss_cls: 2.1514, loss: 2.1514, grad_norm: 6.6293 2020-07-28 06:03:40,351 - mmaction - INFO - Epoch [159][2080/3757] lr: 3.641e-03, eta: 14:05:30, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5148, top5_acc: 0.7344, loss_cls: 2.1449, loss: 2.1449, grad_norm: 6.7445 2020-07-28 06:03:51,709 - mmaction - INFO - Epoch [159][2100/3757] lr: 3.641e-03, eta: 14:05:17, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5086, top5_acc: 0.7250, loss_cls: 2.1479, loss: 2.1479, grad_norm: 6.5390 2020-07-28 06:04:03,212 - mmaction - INFO - Epoch [159][2120/3757] lr: 3.641e-03, eta: 14:05:04, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4992, top5_acc: 0.7141, loss_cls: 2.2581, loss: 2.2581, grad_norm: 6.6875 2020-07-28 06:04:14,786 - mmaction - INFO - Epoch [159][2140/3757] lr: 3.641e-03, eta: 14:04:51, time: 0.579, data_time: 0.004, memory: 5232, top1_acc: 0.5133, top5_acc: 0.7266, loss_cls: 2.1598, loss: 2.1598, grad_norm: 6.6453 2020-07-28 06:04:26,271 - mmaction - INFO - Epoch [159][2160/3757] lr: 3.641e-03, eta: 14:04:39, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5039, top5_acc: 0.7102, loss_cls: 2.2323, loss: 2.2323, grad_norm: 6.6186 2020-07-28 06:04:37,648 - mmaction - INFO - Epoch [159][2180/3757] lr: 3.641e-03, eta: 14:04:26, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5070, top5_acc: 0.7305, loss_cls: 2.2012, loss: 2.2012, grad_norm: 6.6398 2020-07-28 06:04:49,085 - mmaction - INFO - Epoch [159][2200/3757] lr: 3.641e-03, eta: 14:04:13, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5023, top5_acc: 0.7180, loss_cls: 2.2199, loss: 2.2199, grad_norm: 6.6761 2020-07-28 06:05:00,562 - mmaction - INFO - Epoch [159][2220/3757] lr: 3.641e-03, eta: 14:04:00, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5148, top5_acc: 0.7500, loss_cls: 2.1089, loss: 2.1089, grad_norm: 6.6430 2020-07-28 06:05:12,255 - mmaction - INFO - Epoch [159][2240/3757] lr: 3.641e-03, eta: 14:03:47, time: 0.586, data_time: 0.023, memory: 5232, top1_acc: 0.5023, top5_acc: 0.7234, loss_cls: 2.2054, loss: 2.2054, grad_norm: 6.7358 2020-07-28 06:05:23,664 - mmaction - INFO - Epoch [159][2260/3757] lr: 3.641e-03, eta: 14:03:35, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4930, top5_acc: 0.7117, loss_cls: 2.2347, loss: 2.2347, grad_norm: 6.8259 2020-07-28 06:05:35,078 - mmaction - INFO - Epoch [159][2280/3757] lr: 3.641e-03, eta: 14:03:22, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4859, top5_acc: 0.7234, loss_cls: 2.2249, loss: 2.2249, grad_norm: 6.5650 2020-07-28 06:05:46,539 - mmaction - INFO - Epoch [159][2300/3757] lr: 3.641e-03, eta: 14:03:09, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.4852, top5_acc: 0.7289, loss_cls: 2.2275, loss: 2.2275, grad_norm: 6.6960 2020-07-28 06:05:57,954 - mmaction - INFO - Epoch [159][2320/3757] lr: 3.641e-03, eta: 14:02:56, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5352, top5_acc: 0.7461, loss_cls: 2.0774, loss: 2.0774, grad_norm: 6.3229 2020-07-28 06:06:09,399 - mmaction - INFO - Epoch [159][2340/3757] lr: 3.641e-03, eta: 14:02:43, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4961, top5_acc: 0.7406, loss_cls: 2.1223, loss: 2.1223, grad_norm: 6.6266 2020-07-28 06:06:24,910 - mmaction - INFO - Epoch [159][2360/3757] lr: 3.641e-03, eta: 14:02:31, time: 0.775, data_time: 0.148, memory: 5232, top1_acc: 0.5125, top5_acc: 0.7297, loss_cls: 2.2102, loss: 2.2102, grad_norm: 6.4397 2020-07-28 06:06:41,046 - mmaction - INFO - Epoch [159][2380/3757] lr: 3.641e-03, eta: 14:02:19, time: 0.806, data_time: 0.244, memory: 5232, top1_acc: 0.4688, top5_acc: 0.7203, loss_cls: 2.2987, loss: 2.2987, grad_norm: 6.4010 2020-07-28 06:06:52,876 - mmaction - INFO - Epoch [159][2400/3757] lr: 3.641e-03, eta: 14:02:07, time: 0.591, data_time: 0.017, memory: 5232, top1_acc: 0.4695, top5_acc: 0.7086, loss_cls: 2.3286, loss: 2.3286, grad_norm: 6.6151 2020-07-28 06:07:04,772 - mmaction - INFO - Epoch [159][2420/3757] lr: 3.641e-03, eta: 14:01:54, time: 0.595, data_time: 0.024, memory: 5232, top1_acc: 0.5102, top5_acc: 0.7297, loss_cls: 2.1515, loss: 2.1515, grad_norm: 6.4954 2020-07-28 06:07:16,480 - mmaction - INFO - Epoch [159][2440/3757] lr: 3.641e-03, eta: 14:01:41, time: 0.586, data_time: 0.016, memory: 5232, top1_acc: 0.4898, top5_acc: 0.7281, loss_cls: 2.2624, loss: 2.2624, grad_norm: 6.6719 2020-07-28 06:07:28,320 - mmaction - INFO - Epoch [159][2460/3757] lr: 3.641e-03, eta: 14:01:28, time: 0.591, data_time: 0.023, memory: 5232, top1_acc: 0.5008, top5_acc: 0.7367, loss_cls: 2.1898, loss: 2.1898, grad_norm: 6.3859 2020-07-28 06:07:40,125 - mmaction - INFO - Epoch [159][2480/3757] lr: 3.641e-03, eta: 14:01:16, time: 0.591, data_time: 0.022, memory: 5232, top1_acc: 0.4992, top5_acc: 0.7172, loss_cls: 2.2130, loss: 2.2130, grad_norm: 6.7188 2020-07-28 06:07:51,645 - mmaction - INFO - Epoch [159][2500/3757] lr: 3.641e-03, eta: 14:01:03, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4813, top5_acc: 0.7094, loss_cls: 2.3117, loss: 2.3117, grad_norm: 6.7925 2020-07-28 06:08:03,051 - mmaction - INFO - Epoch [159][2520/3757] lr: 3.641e-03, eta: 14:00:50, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4852, top5_acc: 0.7141, loss_cls: 2.2586, loss: 2.2586, grad_norm: 6.6746 2020-07-28 06:08:19,357 - mmaction - INFO - Epoch [159][2540/3757] lr: 3.641e-03, eta: 14:00:38, time: 0.816, data_time: 0.251, memory: 5232, top1_acc: 0.5156, top5_acc: 0.7422, loss_cls: 2.1229, loss: 2.1229, grad_norm: 6.3074 2020-07-28 06:08:35,423 - mmaction - INFO - Epoch [159][2560/3757] lr: 3.641e-03, eta: 14:00:26, time: 0.803, data_time: 0.192, memory: 5232, top1_acc: 0.4742, top5_acc: 0.7047, loss_cls: 2.3093, loss: 2.3093, grad_norm: 6.8079 2020-07-28 06:08:47,232 - mmaction - INFO - Epoch [159][2580/3757] lr: 3.641e-03, eta: 14:00:13, time: 0.590, data_time: 0.024, memory: 5232, top1_acc: 0.5141, top5_acc: 0.7273, loss_cls: 2.2336, loss: 2.2336, grad_norm: 6.5620 2020-07-28 06:08:58,972 - mmaction - INFO - Epoch [159][2600/3757] lr: 3.641e-03, eta: 14:00:01, time: 0.587, data_time: 0.017, memory: 5232, top1_acc: 0.5039, top5_acc: 0.7219, loss_cls: 2.1883, loss: 2.1883, grad_norm: 6.4720 2020-07-28 06:09:10,723 - mmaction - INFO - Epoch [159][2620/3757] lr: 3.641e-03, eta: 13:59:48, time: 0.588, data_time: 0.025, memory: 5232, top1_acc: 0.5172, top5_acc: 0.7320, loss_cls: 2.1324, loss: 2.1324, grad_norm: 6.3443 2020-07-28 06:09:22,579 - mmaction - INFO - Epoch [159][2640/3757] lr: 3.641e-03, eta: 13:59:35, time: 0.592, data_time: 0.015, memory: 5232, top1_acc: 0.5000, top5_acc: 0.7312, loss_cls: 2.2208, loss: 2.2208, grad_norm: 6.5905 2020-07-28 06:09:34,439 - mmaction - INFO - Epoch [159][2660/3757] lr: 3.641e-03, eta: 13:59:23, time: 0.594, data_time: 0.025, memory: 5232, top1_acc: 0.5234, top5_acc: 0.7289, loss_cls: 2.1494, loss: 2.1494, grad_norm: 6.2846 2020-07-28 06:09:45,940 - mmaction - INFO - Epoch [159][2680/3757] lr: 3.641e-03, eta: 13:59:10, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5094, top5_acc: 0.7117, loss_cls: 2.1625, loss: 2.1625, grad_norm: 6.5670 2020-07-28 06:09:57,519 - mmaction - INFO - Epoch [159][2700/3757] lr: 3.641e-03, eta: 13:58:57, time: 0.579, data_time: 0.014, memory: 5232, top1_acc: 0.5086, top5_acc: 0.7133, loss_cls: 2.2240, loss: 2.2240, grad_norm: 6.4060 2020-07-28 06:10:13,023 - mmaction - INFO - Epoch [159][2720/3757] lr: 3.641e-03, eta: 13:58:45, time: 0.775, data_time: 0.026, memory: 5232, top1_acc: 0.4922, top5_acc: 0.7289, loss_cls: 2.2136, loss: 2.2136, grad_norm: 6.8146 2020-07-28 06:10:25,099 - mmaction - INFO - Epoch [159][2740/3757] lr: 3.641e-03, eta: 13:58:32, time: 0.604, data_time: 0.044, memory: 5232, top1_acc: 0.4891, top5_acc: 0.7227, loss_cls: 2.2024, loss: 2.2024, grad_norm: 6.9272 2020-07-28 06:10:40,417 - mmaction - INFO - Epoch [159][2760/3757] lr: 3.641e-03, eta: 13:58:20, time: 0.766, data_time: 0.145, memory: 5232, top1_acc: 0.4961, top5_acc: 0.7156, loss_cls: 2.2817, loss: 2.2817, grad_norm: 6.9330 2020-07-28 06:10:52,239 - mmaction - INFO - Epoch [159][2780/3757] lr: 3.641e-03, eta: 13:58:07, time: 0.591, data_time: 0.025, memory: 5232, top1_acc: 0.4945, top5_acc: 0.7312, loss_cls: 2.2303, loss: 2.2303, grad_norm: 6.8474 2020-07-28 06:11:04,200 - mmaction - INFO - Epoch [159][2800/3757] lr: 3.641e-03, eta: 13:57:55, time: 0.598, data_time: 0.014, memory: 5232, top1_acc: 0.5320, top5_acc: 0.7664, loss_cls: 2.0334, loss: 2.0334, grad_norm: 6.2742 2020-07-28 06:11:15,803 - mmaction - INFO - Epoch [159][2820/3757] lr: 3.641e-03, eta: 13:57:42, time: 0.581, data_time: 0.013, memory: 5232, top1_acc: 0.4570, top5_acc: 0.7023, loss_cls: 2.2899, loss: 2.2899, grad_norm: 6.5608 2020-07-28 06:11:27,540 - mmaction - INFO - Epoch [159][2840/3757] lr: 3.641e-03, eta: 13:57:29, time: 0.586, data_time: 0.013, memory: 5232, top1_acc: 0.5172, top5_acc: 0.7336, loss_cls: 2.1846, loss: 2.1846, grad_norm: 6.3190 2020-07-28 06:11:39,368 - mmaction - INFO - Epoch [159][2860/3757] lr: 3.641e-03, eta: 13:57:16, time: 0.592, data_time: 0.026, memory: 5232, top1_acc: 0.5219, top5_acc: 0.7352, loss_cls: 2.1386, loss: 2.1386, grad_norm: 6.3364 2020-07-28 06:11:50,810 - mmaction - INFO - Epoch [159][2880/3757] lr: 3.641e-03, eta: 13:57:04, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5289, top5_acc: 0.7461, loss_cls: 2.0609, loss: 2.0609, grad_norm: 6.3689 2020-07-28 06:12:02,241 - mmaction - INFO - Epoch [159][2900/3757] lr: 3.641e-03, eta: 13:56:51, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.4883, top5_acc: 0.7078, loss_cls: 2.2817, loss: 2.2817, grad_norm: 6.6487 2020-07-28 06:12:13,724 - mmaction - INFO - Epoch [159][2920/3757] lr: 3.641e-03, eta: 13:56:38, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4969, top5_acc: 0.7242, loss_cls: 2.2020, loss: 2.2020, grad_norm: 6.6882 2020-07-28 06:12:25,208 - mmaction - INFO - Epoch [159][2940/3757] lr: 3.641e-03, eta: 13:56:25, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4961, top5_acc: 0.7453, loss_cls: 2.1933, loss: 2.1933, grad_norm: 6.8763 2020-07-28 06:12:36,546 - mmaction - INFO - Epoch [159][2960/3757] lr: 3.641e-03, eta: 13:56:13, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4953, top5_acc: 0.7336, loss_cls: 2.1587, loss: 2.1587, grad_norm: 6.4113 2020-07-28 06:12:48,045 - mmaction - INFO - Epoch [159][2980/3757] lr: 3.641e-03, eta: 13:56:00, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4828, top5_acc: 0.7273, loss_cls: 2.2520, loss: 2.2520, grad_norm: 6.6364 2020-07-28 06:12:59,457 - mmaction - INFO - Epoch [159][3000/3757] lr: 3.641e-03, eta: 13:55:47, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.5141, top5_acc: 0.7500, loss_cls: 2.1217, loss: 2.1217, grad_norm: 6.4138 2020-07-28 06:13:10,869 - mmaction - INFO - Epoch [159][3020/3757] lr: 3.641e-03, eta: 13:55:34, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4953, top5_acc: 0.7250, loss_cls: 2.2511, loss: 2.2511, grad_norm: 6.8910 2020-07-28 06:13:22,339 - mmaction - INFO - Epoch [159][3040/3757] lr: 3.641e-03, eta: 13:55:21, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5125, top5_acc: 0.7289, loss_cls: 2.1747, loss: 2.1747, grad_norm: 6.6557 2020-07-28 06:13:33,826 - mmaction - INFO - Epoch [159][3060/3757] lr: 3.641e-03, eta: 13:55:09, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4945, top5_acc: 0.7367, loss_cls: 2.2176, loss: 2.2176, grad_norm: 6.6456 2020-07-28 06:13:45,270 - mmaction - INFO - Epoch [159][3080/3757] lr: 3.641e-03, eta: 13:54:56, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.5414, top5_acc: 0.7578, loss_cls: 2.0763, loss: 2.0763, grad_norm: 6.7431 2020-07-28 06:13:56,834 - mmaction - INFO - Epoch [159][3100/3757] lr: 3.641e-03, eta: 13:54:43, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.4750, top5_acc: 0.7344, loss_cls: 2.1930, loss: 2.1930, grad_norm: 6.6193 2020-07-28 06:14:08,295 - mmaction - INFO - Epoch [159][3120/3757] lr: 3.641e-03, eta: 13:54:30, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4883, top5_acc: 0.7305, loss_cls: 2.2452, loss: 2.2452, grad_norm: 7.0229 2020-07-28 06:14:20,468 - mmaction - INFO - Epoch [159][3140/3757] lr: 3.641e-03, eta: 13:54:18, time: 0.608, data_time: 0.044, memory: 5232, top1_acc: 0.4852, top5_acc: 0.7164, loss_cls: 2.2944, loss: 2.2944, grad_norm: 6.7348 2020-07-28 06:14:31,938 - mmaction - INFO - Epoch [159][3160/3757] lr: 3.641e-03, eta: 13:54:05, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4914, top5_acc: 0.7344, loss_cls: 2.2541, loss: 2.2541, grad_norm: 6.7207 2020-07-28 06:14:43,427 - mmaction - INFO - Epoch [159][3180/3757] lr: 3.641e-03, eta: 13:53:52, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4898, top5_acc: 0.7086, loss_cls: 2.2830, loss: 2.2830, grad_norm: 6.6553 2020-07-28 06:14:54,989 - mmaction - INFO - Epoch [159][3200/3757] lr: 3.641e-03, eta: 13:53:39, time: 0.578, data_time: 0.010, memory: 5232, top1_acc: 0.4789, top5_acc: 0.7094, loss_cls: 2.2913, loss: 2.2913, grad_norm: 6.8876 2020-07-28 06:15:06,417 - mmaction - INFO - Epoch [159][3220/3757] lr: 3.641e-03, eta: 13:53:26, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5141, top5_acc: 0.7172, loss_cls: 2.2032, loss: 2.2032, grad_norm: 6.6702 2020-07-28 06:15:17,914 - mmaction - INFO - Epoch [159][3240/3757] lr: 3.641e-03, eta: 13:53:14, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5297, top5_acc: 0.7617, loss_cls: 2.0302, loss: 2.0302, grad_norm: 6.2517 2020-07-28 06:15:30,024 - mmaction - INFO - Epoch [159][3260/3757] lr: 3.641e-03, eta: 13:53:01, time: 0.605, data_time: 0.040, memory: 5232, top1_acc: 0.4969, top5_acc: 0.7203, loss_cls: 2.2581, loss: 2.2581, grad_norm: 6.7452 2020-07-28 06:15:41,508 - mmaction - INFO - Epoch [159][3280/3757] lr: 3.641e-03, eta: 13:52:48, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4836, top5_acc: 0.7305, loss_cls: 2.2309, loss: 2.2309, grad_norm: 6.5572 2020-07-28 06:15:52,905 - mmaction - INFO - Epoch [159][3300/3757] lr: 3.641e-03, eta: 13:52:35, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5188, top5_acc: 0.7164, loss_cls: 2.2069, loss: 2.2069, grad_norm: 6.5945 2020-07-28 06:16:04,381 - mmaction - INFO - Epoch [159][3320/3757] lr: 3.641e-03, eta: 13:52:23, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5031, top5_acc: 0.7273, loss_cls: 2.1534, loss: 2.1534, grad_norm: 6.3565 2020-07-28 06:16:15,837 - mmaction - INFO - Epoch [159][3340/3757] lr: 3.641e-03, eta: 13:52:10, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4875, top5_acc: 0.7078, loss_cls: 2.2910, loss: 2.2910, grad_norm: 6.8201 2020-07-28 06:16:27,295 - mmaction - INFO - Epoch [159][3360/3757] lr: 3.641e-03, eta: 13:51:57, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4922, top5_acc: 0.7305, loss_cls: 2.2168, loss: 2.2168, grad_norm: 6.6275 2020-07-28 06:16:38,774 - mmaction - INFO - Epoch [159][3380/3757] lr: 3.641e-03, eta: 13:51:44, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5180, top5_acc: 0.7305, loss_cls: 2.1494, loss: 2.1494, grad_norm: 6.5357 2020-07-28 06:16:50,214 - mmaction - INFO - Epoch [159][3400/3757] lr: 3.641e-03, eta: 13:51:32, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4930, top5_acc: 0.7117, loss_cls: 2.2403, loss: 2.2403, grad_norm: 6.6063 2020-07-28 06:17:01,698 - mmaction - INFO - Epoch [159][3420/3757] lr: 3.641e-03, eta: 13:51:19, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.5070, top5_acc: 0.7297, loss_cls: 2.2337, loss: 2.2337, grad_norm: 6.7888 2020-07-28 06:17:13,163 - mmaction - INFO - Epoch [159][3440/3757] lr: 3.641e-03, eta: 13:51:06, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5039, top5_acc: 0.7219, loss_cls: 2.1888, loss: 2.1888, grad_norm: 6.5346 2020-07-28 06:17:24,934 - mmaction - INFO - Epoch [159][3460/3757] lr: 3.641e-03, eta: 13:50:53, time: 0.588, data_time: 0.024, memory: 5232, top1_acc: 0.5312, top5_acc: 0.7406, loss_cls: 2.0793, loss: 2.0793, grad_norm: 6.2403 2020-07-28 06:17:36,313 - mmaction - INFO - Epoch [159][3480/3757] lr: 3.641e-03, eta: 13:50:40, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5000, top5_acc: 0.7203, loss_cls: 2.2392, loss: 2.2392, grad_norm: 6.7390 2020-07-28 06:17:47,676 - mmaction - INFO - Epoch [159][3500/3757] lr: 3.641e-03, eta: 13:50:28, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4813, top5_acc: 0.6984, loss_cls: 2.2845, loss: 2.2845, grad_norm: 6.5757 2020-07-28 06:17:59,111 - mmaction - INFO - Epoch [159][3520/3757] lr: 3.641e-03, eta: 13:50:15, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5133, top5_acc: 0.7180, loss_cls: 2.2503, loss: 2.2503, grad_norm: 6.4931 2020-07-28 06:18:10,536 - mmaction - INFO - Epoch [159][3540/3757] lr: 3.641e-03, eta: 13:50:02, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5039, top5_acc: 0.7422, loss_cls: 2.1930, loss: 2.1930, grad_norm: 6.5442 2020-07-28 06:18:21,989 - mmaction - INFO - Epoch [159][3560/3757] lr: 3.641e-03, eta: 13:49:49, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4875, top5_acc: 0.7141, loss_cls: 2.2900, loss: 2.2900, grad_norm: 6.6513 2020-07-28 06:18:33,461 - mmaction - INFO - Epoch [159][3580/3757] lr: 3.641e-03, eta: 13:49:37, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4797, top5_acc: 0.7117, loss_cls: 2.2998, loss: 2.2998, grad_norm: 6.7535 2020-07-28 06:18:44,940 - mmaction - INFO - Epoch [159][3600/3757] lr: 3.641e-03, eta: 13:49:24, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5117, top5_acc: 0.7344, loss_cls: 2.1175, loss: 2.1175, grad_norm: 6.2410 2020-07-28 06:18:56,379 - mmaction - INFO - Epoch [159][3620/3757] lr: 3.641e-03, eta: 13:49:11, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5086, top5_acc: 0.7156, loss_cls: 2.2672, loss: 2.2672, grad_norm: 6.4661 2020-07-28 06:19:07,799 - mmaction - INFO - Epoch [159][3640/3757] lr: 3.641e-03, eta: 13:48:58, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5117, top5_acc: 0.7289, loss_cls: 2.1857, loss: 2.1857, grad_norm: 6.4124 2020-07-28 06:19:19,245 - mmaction - INFO - Epoch [159][3660/3757] lr: 3.641e-03, eta: 13:48:45, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4977, top5_acc: 0.7250, loss_cls: 2.2124, loss: 2.2124, grad_norm: 6.5751 2020-07-28 06:19:30,637 - mmaction - INFO - Epoch [159][3680/3757] lr: 3.641e-03, eta: 13:48:33, time: 0.569, data_time: 0.005, memory: 5232, top1_acc: 0.4977, top5_acc: 0.7242, loss_cls: 2.2229, loss: 2.2229, grad_norm: 6.6078 2020-07-28 06:19:42,173 - mmaction - INFO - Epoch [159][3700/3757] lr: 3.641e-03, eta: 13:48:20, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.4609, top5_acc: 0.7180, loss_cls: 2.3138, loss: 2.3138, grad_norm: 6.8415 2020-07-28 06:19:53,588 - mmaction - INFO - Epoch [159][3720/3757] lr: 3.641e-03, eta: 13:48:07, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4836, top5_acc: 0.7188, loss_cls: 2.2672, loss: 2.2672, grad_norm: 6.6289 2020-07-28 06:20:05,040 - mmaction - INFO - Epoch [159][3740/3757] lr: 3.641e-03, eta: 13:47:54, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4789, top5_acc: 0.7164, loss_cls: 2.2739, loss: 2.2739, grad_norm: 6.6456 2020-07-28 06:24:27,029 - mmaction - INFO - Epoch [160][20/3757] lr: 3.321e-03, eta: 13:48:05, time: 11.228, data_time: 10.524, memory: 5232, top1_acc: 0.5219, top5_acc: 0.7266, loss_cls: 2.1175, loss: 2.1175, grad_norm: 6.2537 2020-07-28 06:24:38,320 - mmaction - INFO - Epoch [160][40/3757] lr: 3.321e-03, eta: 13:47:52, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.4938, top5_acc: 0.7266, loss_cls: 2.2241, loss: 2.2241, grad_norm: 6.6351 2020-07-28 06:24:49,749 - mmaction - INFO - Epoch [160][60/3757] lr: 3.321e-03, eta: 13:47:39, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4953, top5_acc: 0.7070, loss_cls: 2.2919, loss: 2.2919, grad_norm: 6.5421 2020-07-28 06:25:01,739 - mmaction - INFO - Epoch [160][80/3757] lr: 3.321e-03, eta: 13:47:27, time: 0.599, data_time: 0.033, memory: 5232, top1_acc: 0.5086, top5_acc: 0.7578, loss_cls: 2.0623, loss: 2.0623, grad_norm: 6.2869 2020-07-28 06:25:13,280 - mmaction - INFO - Epoch [160][100/3757] lr: 3.321e-03, eta: 13:47:14, time: 0.577, data_time: 0.002, memory: 5232, top1_acc: 0.4828, top5_acc: 0.7156, loss_cls: 2.2468, loss: 2.2468, grad_norm: 6.6304 2020-07-28 06:25:24,625 - mmaction - INFO - Epoch [160][120/3757] lr: 3.321e-03, eta: 13:47:01, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5133, top5_acc: 0.7320, loss_cls: 2.1090, loss: 2.1090, grad_norm: 6.4480 2020-07-28 06:25:36,705 - mmaction - INFO - Epoch [160][140/3757] lr: 3.321e-03, eta: 13:46:48, time: 0.604, data_time: 0.040, memory: 5232, top1_acc: 0.4914, top5_acc: 0.7195, loss_cls: 2.2563, loss: 2.2563, grad_norm: 6.6785 2020-07-28 06:25:48,040 - mmaction - INFO - Epoch [160][160/3757] lr: 3.321e-03, eta: 13:46:36, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5086, top5_acc: 0.7359, loss_cls: 2.1823, loss: 2.1823, grad_norm: 6.6596 2020-07-28 06:25:59,482 - mmaction - INFO - Epoch [160][180/3757] lr: 3.321e-03, eta: 13:46:23, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5000, top5_acc: 0.7117, loss_cls: 2.2219, loss: 2.2219, grad_norm: 6.4784 2020-07-28 06:26:10,767 - mmaction - INFO - Epoch [160][200/3757] lr: 3.321e-03, eta: 13:46:10, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.5352, top5_acc: 0.7383, loss_cls: 2.1027, loss: 2.1027, grad_norm: 6.3170 2020-07-28 06:26:22,137 - mmaction - INFO - Epoch [160][220/3757] lr: 3.321e-03, eta: 13:45:57, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5172, top5_acc: 0.7320, loss_cls: 2.1652, loss: 2.1652, grad_norm: 6.4381 2020-07-28 06:26:33,458 - mmaction - INFO - Epoch [160][240/3757] lr: 3.321e-03, eta: 13:45:44, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5086, top5_acc: 0.7281, loss_cls: 2.2462, loss: 2.2462, grad_norm: 6.5348 2020-07-28 06:26:44,784 - mmaction - INFO - Epoch [160][260/3757] lr: 3.321e-03, eta: 13:45:32, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5250, top5_acc: 0.7578, loss_cls: 2.0803, loss: 2.0803, grad_norm: 6.2082 2020-07-28 06:26:56,226 - mmaction - INFO - Epoch [160][280/3757] lr: 3.321e-03, eta: 13:45:19, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5078, top5_acc: 0.7375, loss_cls: 2.1418, loss: 2.1418, grad_norm: 6.7578 2020-07-28 06:27:07,670 - mmaction - INFO - Epoch [160][300/3757] lr: 3.321e-03, eta: 13:45:06, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4875, top5_acc: 0.7367, loss_cls: 2.1766, loss: 2.1766, grad_norm: 6.3138 2020-07-28 06:27:19,077 - mmaction - INFO - Epoch [160][320/3757] lr: 3.321e-03, eta: 13:44:53, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.4789, top5_acc: 0.7117, loss_cls: 2.2483, loss: 2.2483, grad_norm: 6.9366 2020-07-28 06:27:30,505 - mmaction - INFO - Epoch [160][340/3757] lr: 3.321e-03, eta: 13:44:40, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4914, top5_acc: 0.7094, loss_cls: 2.2955, loss: 2.2955, grad_norm: 6.8169 2020-07-28 06:27:42,143 - mmaction - INFO - Epoch [160][360/3757] lr: 3.321e-03, eta: 13:44:28, time: 0.583, data_time: 0.024, memory: 5232, top1_acc: 0.5156, top5_acc: 0.7422, loss_cls: 2.1525, loss: 2.1525, grad_norm: 6.6951 2020-07-28 06:27:53,589 - mmaction - INFO - Epoch [160][380/3757] lr: 3.321e-03, eta: 13:44:15, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5133, top5_acc: 0.7562, loss_cls: 2.1023, loss: 2.1023, grad_norm: 6.6558 2020-07-28 06:28:04,940 - mmaction - INFO - Epoch [160][400/3757] lr: 3.321e-03, eta: 13:44:02, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5039, top5_acc: 0.7438, loss_cls: 2.1633, loss: 2.1633, grad_norm: 6.5819 2020-07-28 06:28:16,381 - mmaction - INFO - Epoch [160][420/3757] lr: 3.321e-03, eta: 13:43:49, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4930, top5_acc: 0.7141, loss_cls: 2.2402, loss: 2.2402, grad_norm: 6.6040 2020-07-28 06:28:27,716 - mmaction - INFO - Epoch [160][440/3757] lr: 3.321e-03, eta: 13:43:36, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5094, top5_acc: 0.7320, loss_cls: 2.1449, loss: 2.1449, grad_norm: 6.5954 2020-07-28 06:28:39,168 - mmaction - INFO - Epoch [160][460/3757] lr: 3.321e-03, eta: 13:43:24, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5109, top5_acc: 0.7555, loss_cls: 2.0798, loss: 2.0798, grad_norm: 6.4401 2020-07-28 06:28:50,713 - mmaction - INFO - Epoch [160][480/3757] lr: 3.321e-03, eta: 13:43:11, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.5188, top5_acc: 0.7469, loss_cls: 2.0816, loss: 2.0816, grad_norm: 6.4849 2020-07-28 06:29:02,351 - mmaction - INFO - Epoch [160][500/3757] lr: 3.321e-03, eta: 13:42:58, time: 0.582, data_time: 0.020, memory: 5232, top1_acc: 0.5188, top5_acc: 0.7539, loss_cls: 2.0990, loss: 2.0990, grad_norm: 6.6813 2020-07-28 06:29:13,709 - mmaction - INFO - Epoch [160][520/3757] lr: 3.321e-03, eta: 13:42:45, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4930, top5_acc: 0.7258, loss_cls: 2.1901, loss: 2.1901, grad_norm: 6.7855 2020-07-28 06:29:25,182 - mmaction - INFO - Epoch [160][540/3757] lr: 3.321e-03, eta: 13:42:33, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4969, top5_acc: 0.7203, loss_cls: 2.2317, loss: 2.2317, grad_norm: 6.7280 2020-07-28 06:29:36,610 - mmaction - INFO - Epoch [160][560/3757] lr: 3.321e-03, eta: 13:42:20, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5219, top5_acc: 0.7383, loss_cls: 2.1109, loss: 2.1109, grad_norm: 6.5481 2020-07-28 06:29:48,028 - mmaction - INFO - Epoch [160][580/3757] lr: 3.321e-03, eta: 13:42:07, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5219, top5_acc: 0.7445, loss_cls: 2.1353, loss: 2.1353, grad_norm: 6.6704 2020-07-28 06:29:59,432 - mmaction - INFO - Epoch [160][600/3757] lr: 3.321e-03, eta: 13:41:54, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4953, top5_acc: 0.7141, loss_cls: 2.2209, loss: 2.2209, grad_norm: 6.7558 2020-07-28 06:30:10,857 - mmaction - INFO - Epoch [160][620/3757] lr: 3.321e-03, eta: 13:41:41, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5195, top5_acc: 0.7484, loss_cls: 2.1163, loss: 2.1163, grad_norm: 6.6321 2020-07-28 06:30:22,385 - mmaction - INFO - Epoch [160][640/3757] lr: 3.321e-03, eta: 13:41:29, time: 0.577, data_time: 0.012, memory: 5232, top1_acc: 0.5188, top5_acc: 0.7414, loss_cls: 2.1130, loss: 2.1130, grad_norm: 6.4803 2020-07-28 06:30:33,771 - mmaction - INFO - Epoch [160][660/3757] lr: 3.321e-03, eta: 13:41:16, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5062, top5_acc: 0.7242, loss_cls: 2.1987, loss: 2.1987, grad_norm: 6.7179 2020-07-28 06:30:45,082 - mmaction - INFO - Epoch [160][680/3757] lr: 3.321e-03, eta: 13:41:03, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5133, top5_acc: 0.7492, loss_cls: 2.1124, loss: 2.1124, grad_norm: 6.6116 2020-07-28 06:30:56,564 - mmaction - INFO - Epoch [160][700/3757] lr: 3.321e-03, eta: 13:40:50, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5016, top5_acc: 0.7219, loss_cls: 2.2151, loss: 2.2151, grad_norm: 6.5981 2020-07-28 06:31:07,942 - mmaction - INFO - Epoch [160][720/3757] lr: 3.321e-03, eta: 13:40:37, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5117, top5_acc: 0.7375, loss_cls: 2.1428, loss: 2.1428, grad_norm: 6.4940 2020-07-28 06:31:19,471 - mmaction - INFO - Epoch [160][740/3757] lr: 3.321e-03, eta: 13:40:25, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.5055, top5_acc: 0.7258, loss_cls: 2.1802, loss: 2.1802, grad_norm: 6.4395 2020-07-28 06:31:30,916 - mmaction - INFO - Epoch [160][760/3757] lr: 3.321e-03, eta: 13:40:12, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5086, top5_acc: 0.7484, loss_cls: 2.1200, loss: 2.1200, grad_norm: 6.7422 2020-07-28 06:31:42,443 - mmaction - INFO - Epoch [160][780/3757] lr: 3.321e-03, eta: 13:39:59, time: 0.576, data_time: 0.012, memory: 5232, top1_acc: 0.4961, top5_acc: 0.7188, loss_cls: 2.2384, loss: 2.2384, grad_norm: 6.8291 2020-07-28 06:31:53,994 - mmaction - INFO - Epoch [160][800/3757] lr: 3.321e-03, eta: 13:39:46, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.4984, top5_acc: 0.7281, loss_cls: 2.1803, loss: 2.1803, grad_norm: 6.5745 2020-07-28 06:32:05,365 - mmaction - INFO - Epoch [160][820/3757] lr: 3.321e-03, eta: 13:39:33, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4969, top5_acc: 0.7359, loss_cls: 2.1406, loss: 2.1406, grad_norm: 6.4542 2020-07-28 06:32:16,823 - mmaction - INFO - Epoch [160][840/3757] lr: 3.321e-03, eta: 13:39:21, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4883, top5_acc: 0.7289, loss_cls: 2.2116, loss: 2.2116, grad_norm: 6.7720 2020-07-28 06:32:28,152 - mmaction - INFO - Epoch [160][860/3757] lr: 3.321e-03, eta: 13:39:08, time: 0.567, data_time: 0.004, memory: 5232, top1_acc: 0.4891, top5_acc: 0.7250, loss_cls: 2.2767, loss: 2.2767, grad_norm: 6.9125 2020-07-28 06:32:39,564 - mmaction - INFO - Epoch [160][880/3757] lr: 3.321e-03, eta: 13:38:55, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4859, top5_acc: 0.7125, loss_cls: 2.2778, loss: 2.2778, grad_norm: 6.7567 2020-07-28 06:32:51,066 - mmaction - INFO - Epoch [160][900/3757] lr: 3.321e-03, eta: 13:38:42, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5258, top5_acc: 0.7320, loss_cls: 2.1014, loss: 2.1014, grad_norm: 6.5682 2020-07-28 06:33:02,536 - mmaction - INFO - Epoch [160][920/3757] lr: 3.321e-03, eta: 13:38:30, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5133, top5_acc: 0.7469, loss_cls: 2.1411, loss: 2.1411, grad_norm: 6.4800 2020-07-28 06:33:14,075 - mmaction - INFO - Epoch [160][940/3757] lr: 3.321e-03, eta: 13:38:17, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.4898, top5_acc: 0.7109, loss_cls: 2.3019, loss: 2.3019, grad_norm: 6.8648 2020-07-28 06:33:25,555 - mmaction - INFO - Epoch [160][960/3757] lr: 3.321e-03, eta: 13:38:04, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4953, top5_acc: 0.7320, loss_cls: 2.1837, loss: 2.1837, grad_norm: 6.6038 2020-07-28 06:33:37,487 - mmaction - INFO - Epoch [160][980/3757] lr: 3.321e-03, eta: 13:37:51, time: 0.597, data_time: 0.035, memory: 5232, top1_acc: 0.5086, top5_acc: 0.7273, loss_cls: 2.2028, loss: 2.2028, grad_norm: 6.6328 2020-07-28 06:33:49,035 - mmaction - INFO - Epoch [160][1000/3757] lr: 3.321e-03, eta: 13:37:38, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.4977, top5_acc: 0.7273, loss_cls: 2.1926, loss: 2.1926, grad_norm: 6.4954 2020-07-28 06:34:00,383 - mmaction - INFO - Epoch [160][1020/3757] lr: 3.321e-03, eta: 13:37:26, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5188, top5_acc: 0.7297, loss_cls: 2.1227, loss: 2.1227, grad_norm: 6.4993 2020-07-28 06:34:11,740 - mmaction - INFO - Epoch [160][1040/3757] lr: 3.321e-03, eta: 13:37:13, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5305, top5_acc: 0.7445, loss_cls: 2.0824, loss: 2.0824, grad_norm: 6.3960 2020-07-28 06:34:23,271 - mmaction - INFO - Epoch [160][1060/3757] lr: 3.321e-03, eta: 13:37:00, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4945, top5_acc: 0.7336, loss_cls: 2.1718, loss: 2.1718, grad_norm: 6.7039 2020-07-28 06:34:35,186 - mmaction - INFO - Epoch [160][1080/3757] lr: 3.321e-03, eta: 13:36:47, time: 0.596, data_time: 0.026, memory: 5232, top1_acc: 0.4969, top5_acc: 0.7305, loss_cls: 2.1984, loss: 2.1984, grad_norm: 6.6600 2020-07-28 06:34:46,986 - mmaction - INFO - Epoch [160][1100/3757] lr: 3.321e-03, eta: 13:36:35, time: 0.590, data_time: 0.015, memory: 5232, top1_acc: 0.4961, top5_acc: 0.7063, loss_cls: 2.2788, loss: 2.2788, grad_norm: 6.7814 2020-07-28 06:34:58,833 - mmaction - INFO - Epoch [160][1120/3757] lr: 3.321e-03, eta: 13:36:22, time: 0.592, data_time: 0.025, memory: 5232, top1_acc: 0.4898, top5_acc: 0.7180, loss_cls: 2.2809, loss: 2.2809, grad_norm: 6.6921 2020-07-28 06:35:10,577 - mmaction - INFO - Epoch [160][1140/3757] lr: 3.321e-03, eta: 13:36:09, time: 0.588, data_time: 0.020, memory: 5232, top1_acc: 0.5203, top5_acc: 0.7375, loss_cls: 2.1332, loss: 2.1332, grad_norm: 6.5206 2020-07-28 06:35:21,975 - mmaction - INFO - Epoch [160][1160/3757] lr: 3.321e-03, eta: 13:35:56, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5008, top5_acc: 0.7320, loss_cls: 2.1982, loss: 2.1982, grad_norm: 6.5693 2020-07-28 06:35:33,450 - mmaction - INFO - Epoch [160][1180/3757] lr: 3.321e-03, eta: 13:35:44, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5094, top5_acc: 0.7289, loss_cls: 2.1556, loss: 2.1556, grad_norm: 6.5181 2020-07-28 06:35:45,224 - mmaction - INFO - Epoch [160][1200/3757] lr: 3.321e-03, eta: 13:35:31, time: 0.588, data_time: 0.023, memory: 5232, top1_acc: 0.5031, top5_acc: 0.7508, loss_cls: 2.1366, loss: 2.1366, grad_norm: 6.5997 2020-07-28 06:35:56,970 - mmaction - INFO - Epoch [160][1220/3757] lr: 3.321e-03, eta: 13:35:18, time: 0.587, data_time: 0.017, memory: 5232, top1_acc: 0.5273, top5_acc: 0.7391, loss_cls: 2.0786, loss: 2.0786, grad_norm: 6.4297 2020-07-28 06:36:08,772 - mmaction - INFO - Epoch [160][1240/3757] lr: 3.321e-03, eta: 13:35:05, time: 0.590, data_time: 0.024, memory: 5232, top1_acc: 0.4813, top5_acc: 0.7117, loss_cls: 2.2904, loss: 2.2904, grad_norm: 6.9082 2020-07-28 06:36:20,570 - mmaction - INFO - Epoch [160][1260/3757] lr: 3.321e-03, eta: 13:34:53, time: 0.589, data_time: 0.014, memory: 5232, top1_acc: 0.5031, top5_acc: 0.7297, loss_cls: 2.1638, loss: 2.1638, grad_norm: 6.6061 2020-07-28 06:36:32,348 - mmaction - INFO - Epoch [160][1280/3757] lr: 3.321e-03, eta: 13:34:40, time: 0.589, data_time: 0.023, memory: 5232, top1_acc: 0.4820, top5_acc: 0.7109, loss_cls: 2.2820, loss: 2.2820, grad_norm: 6.7658 2020-07-28 06:36:43,761 - mmaction - INFO - Epoch [160][1300/3757] lr: 3.321e-03, eta: 13:34:27, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5273, top5_acc: 0.7398, loss_cls: 2.0546, loss: 2.0546, grad_norm: 6.2591 2020-07-28 06:36:55,220 - mmaction - INFO - Epoch [160][1320/3757] lr: 3.321e-03, eta: 13:34:14, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4930, top5_acc: 0.7148, loss_cls: 2.2353, loss: 2.2353, grad_norm: 6.7398 2020-07-28 06:37:06,568 - mmaction - INFO - Epoch [160][1340/3757] lr: 3.321e-03, eta: 13:34:02, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4906, top5_acc: 0.7227, loss_cls: 2.2231, loss: 2.2231, grad_norm: 6.7733 2020-07-28 06:37:22,827 - mmaction - INFO - Epoch [160][1360/3757] lr: 3.321e-03, eta: 13:33:50, time: 0.813, data_time: 0.249, memory: 5232, top1_acc: 0.5219, top5_acc: 0.7453, loss_cls: 2.0941, loss: 2.0941, grad_norm: 6.5548 2020-07-28 06:37:34,540 - mmaction - INFO - Epoch [160][1380/3757] lr: 3.321e-03, eta: 13:33:37, time: 0.586, data_time: 0.014, memory: 5232, top1_acc: 0.4773, top5_acc: 0.7117, loss_cls: 2.2955, loss: 2.2955, grad_norm: 6.9461 2020-07-28 06:37:46,358 - mmaction - INFO - Epoch [160][1400/3757] lr: 3.321e-03, eta: 13:33:24, time: 0.590, data_time: 0.025, memory: 5232, top1_acc: 0.4813, top5_acc: 0.7148, loss_cls: 2.3418, loss: 2.3418, grad_norm: 7.0864 2020-07-28 06:37:58,045 - mmaction - INFO - Epoch [160][1420/3757] lr: 3.321e-03, eta: 13:33:11, time: 0.585, data_time: 0.016, memory: 5232, top1_acc: 0.5078, top5_acc: 0.7461, loss_cls: 2.1454, loss: 2.1454, grad_norm: 6.4925 2020-07-28 06:38:09,839 - mmaction - INFO - Epoch [160][1440/3757] lr: 3.321e-03, eta: 13:32:59, time: 0.590, data_time: 0.025, memory: 5232, top1_acc: 0.4875, top5_acc: 0.7250, loss_cls: 2.2194, loss: 2.2194, grad_norm: 6.5385 2020-07-28 06:38:21,500 - mmaction - INFO - Epoch [160][1460/3757] lr: 3.321e-03, eta: 13:32:46, time: 0.583, data_time: 0.016, memory: 5232, top1_acc: 0.4828, top5_acc: 0.7156, loss_cls: 2.2831, loss: 2.2831, grad_norm: 6.8396 2020-07-28 06:38:33,274 - mmaction - INFO - Epoch [160][1480/3757] lr: 3.321e-03, eta: 13:32:33, time: 0.589, data_time: 0.023, memory: 5232, top1_acc: 0.5055, top5_acc: 0.7375, loss_cls: 2.1756, loss: 2.1756, grad_norm: 6.7177 2020-07-28 06:38:44,648 - mmaction - INFO - Epoch [160][1500/3757] lr: 3.321e-03, eta: 13:32:20, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.5055, top5_acc: 0.7391, loss_cls: 2.1562, loss: 2.1562, grad_norm: 6.6930 2020-07-28 06:38:56,042 - mmaction - INFO - Epoch [160][1520/3757] lr: 3.321e-03, eta: 13:32:08, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4898, top5_acc: 0.7141, loss_cls: 2.3044, loss: 2.3044, grad_norm: 6.7866 2020-07-28 06:39:07,518 - mmaction - INFO - Epoch [160][1540/3757] lr: 3.321e-03, eta: 13:31:55, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5109, top5_acc: 0.7469, loss_cls: 2.0936, loss: 2.0936, grad_norm: 6.5564 2020-07-28 06:39:19,487 - mmaction - INFO - Epoch [160][1560/3757] lr: 3.321e-03, eta: 13:31:42, time: 0.598, data_time: 0.025, memory: 5232, top1_acc: 0.4984, top5_acc: 0.7125, loss_cls: 2.2349, loss: 2.2349, grad_norm: 6.6683 2020-07-28 06:39:31,167 - mmaction - INFO - Epoch [160][1580/3757] lr: 3.321e-03, eta: 13:31:29, time: 0.584, data_time: 0.016, memory: 5232, top1_acc: 0.4898, top5_acc: 0.7359, loss_cls: 2.1836, loss: 2.1836, grad_norm: 6.8191 2020-07-28 06:39:43,087 - mmaction - INFO - Epoch [160][1600/3757] lr: 3.321e-03, eta: 13:31:17, time: 0.596, data_time: 0.025, memory: 5232, top1_acc: 0.5055, top5_acc: 0.7469, loss_cls: 2.1838, loss: 2.1838, grad_norm: 6.5163 2020-07-28 06:39:54,793 - mmaction - INFO - Epoch [160][1620/3757] lr: 3.321e-03, eta: 13:31:04, time: 0.585, data_time: 0.011, memory: 5232, top1_acc: 0.4961, top5_acc: 0.7312, loss_cls: 2.1749, loss: 2.1749, grad_norm: 6.5800 2020-07-28 06:40:06,629 - mmaction - INFO - Epoch [160][1640/3757] lr: 3.321e-03, eta: 13:30:51, time: 0.592, data_time: 0.024, memory: 5232, top1_acc: 0.4461, top5_acc: 0.7141, loss_cls: 2.3355, loss: 2.3355, grad_norm: 6.9500 2020-07-28 06:40:18,325 - mmaction - INFO - Epoch [160][1660/3757] lr: 3.321e-03, eta: 13:30:38, time: 0.584, data_time: 0.019, memory: 5232, top1_acc: 0.5109, top5_acc: 0.7328, loss_cls: 2.1666, loss: 2.1666, grad_norm: 6.6788 2020-07-28 06:40:29,724 - mmaction - INFO - Epoch [160][1680/3757] lr: 3.321e-03, eta: 13:30:26, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4844, top5_acc: 0.7195, loss_cls: 2.2768, loss: 2.2768, grad_norm: 6.7210 2020-07-28 06:40:41,109 - mmaction - INFO - Epoch [160][1700/3757] lr: 3.321e-03, eta: 13:30:13, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4820, top5_acc: 0.7312, loss_cls: 2.2115, loss: 2.2115, grad_norm: 6.6537 2020-07-28 06:40:52,809 - mmaction - INFO - Epoch [160][1720/3757] lr: 3.321e-03, eta: 13:30:00, time: 0.586, data_time: 0.018, memory: 5232, top1_acc: 0.4992, top5_acc: 0.7297, loss_cls: 2.1654, loss: 2.1654, grad_norm: 6.6474 2020-07-28 06:41:04,556 - mmaction - INFO - Epoch [160][1740/3757] lr: 3.321e-03, eta: 13:29:47, time: 0.587, data_time: 0.025, memory: 5232, top1_acc: 0.5039, top5_acc: 0.7250, loss_cls: 2.1799, loss: 2.1799, grad_norm: 6.4946 2020-07-28 06:41:16,288 - mmaction - INFO - Epoch [160][1760/3757] lr: 3.321e-03, eta: 13:29:35, time: 0.587, data_time: 0.017, memory: 5232, top1_acc: 0.5227, top5_acc: 0.7469, loss_cls: 2.0969, loss: 2.0969, grad_norm: 6.4869 2020-07-28 06:41:28,052 - mmaction - INFO - Epoch [160][1780/3757] lr: 3.321e-03, eta: 13:29:22, time: 0.588, data_time: 0.022, memory: 5232, top1_acc: 0.4977, top5_acc: 0.7375, loss_cls: 2.1554, loss: 2.1554, grad_norm: 6.4050 2020-07-28 06:41:39,828 - mmaction - INFO - Epoch [160][1800/3757] lr: 3.321e-03, eta: 13:29:09, time: 0.589, data_time: 0.017, memory: 5232, top1_acc: 0.5227, top5_acc: 0.7508, loss_cls: 2.0465, loss: 2.0465, grad_norm: 6.3878 2020-07-28 06:41:51,706 - mmaction - INFO - Epoch [160][1820/3757] lr: 3.321e-03, eta: 13:28:57, time: 0.593, data_time: 0.022, memory: 5232, top1_acc: 0.5242, top5_acc: 0.7500, loss_cls: 2.0621, loss: 2.0621, grad_norm: 6.5912 2020-07-28 06:42:03,550 - mmaction - INFO - Epoch [160][1840/3757] lr: 3.321e-03, eta: 13:28:44, time: 0.592, data_time: 0.013, memory: 5232, top1_acc: 0.5047, top5_acc: 0.7148, loss_cls: 2.2324, loss: 2.2324, grad_norm: 6.7042 2020-07-28 06:42:14,966 - mmaction - INFO - Epoch [160][1860/3757] lr: 3.321e-03, eta: 13:28:31, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5039, top5_acc: 0.7281, loss_cls: 2.1857, loss: 2.1857, grad_norm: 6.7585 2020-07-28 06:42:26,326 - mmaction - INFO - Epoch [160][1880/3757] lr: 3.321e-03, eta: 13:28:18, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4805, top5_acc: 0.7164, loss_cls: 2.3087, loss: 2.3087, grad_norm: 6.8043 2020-07-28 06:42:37,806 - mmaction - INFO - Epoch [160][1900/3757] lr: 3.321e-03, eta: 13:28:05, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4953, top5_acc: 0.7289, loss_cls: 2.1460, loss: 2.1460, grad_norm: 6.8551 2020-07-28 06:42:49,235 - mmaction - INFO - Epoch [160][1920/3757] lr: 3.321e-03, eta: 13:27:53, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4891, top5_acc: 0.7227, loss_cls: 2.2534, loss: 2.2534, grad_norm: 6.9626 2020-07-28 06:43:00,717 - mmaction - INFO - Epoch [160][1940/3757] lr: 3.321e-03, eta: 13:27:40, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5180, top5_acc: 0.7258, loss_cls: 2.1124, loss: 2.1124, grad_norm: 6.6382 2020-07-28 06:43:12,111 - mmaction - INFO - Epoch [160][1960/3757] lr: 3.321e-03, eta: 13:27:27, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4953, top5_acc: 0.7438, loss_cls: 2.1853, loss: 2.1853, grad_norm: 6.7892 2020-07-28 06:43:23,527 - mmaction - INFO - Epoch [160][1980/3757] lr: 3.321e-03, eta: 13:27:14, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5281, top5_acc: 0.7344, loss_cls: 2.1221, loss: 2.1221, grad_norm: 6.5755 2020-07-28 06:43:34,876 - mmaction - INFO - Epoch [160][2000/3757] lr: 3.321e-03, eta: 13:27:01, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5055, top5_acc: 0.7469, loss_cls: 2.1227, loss: 2.1227, grad_norm: 6.4331 2020-07-28 06:43:46,304 - mmaction - INFO - Epoch [160][2020/3757] lr: 3.321e-03, eta: 13:26:49, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4945, top5_acc: 0.7414, loss_cls: 2.1799, loss: 2.1799, grad_norm: 6.7922 2020-07-28 06:43:57,678 - mmaction - INFO - Epoch [160][2040/3757] lr: 3.321e-03, eta: 13:26:36, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5047, top5_acc: 0.7188, loss_cls: 2.2358, loss: 2.2358, grad_norm: 6.8106 2020-07-28 06:44:09,219 - mmaction - INFO - Epoch [160][2060/3757] lr: 3.321e-03, eta: 13:26:23, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.4953, top5_acc: 0.7250, loss_cls: 2.2629, loss: 2.2629, grad_norm: 6.8774 2020-07-28 06:44:20,651 - mmaction - INFO - Epoch [160][2080/3757] lr: 3.321e-03, eta: 13:26:10, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4883, top5_acc: 0.7195, loss_cls: 2.2276, loss: 2.2276, grad_norm: 6.9300 2020-07-28 06:44:32,526 - mmaction - INFO - Epoch [160][2100/3757] lr: 3.321e-03, eta: 13:25:58, time: 0.595, data_time: 0.029, memory: 5232, top1_acc: 0.5000, top5_acc: 0.7352, loss_cls: 2.1756, loss: 2.1756, grad_norm: 6.6770 2020-07-28 06:44:44,012 - mmaction - INFO - Epoch [160][2120/3757] lr: 3.321e-03, eta: 13:25:45, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5109, top5_acc: 0.7328, loss_cls: 2.1483, loss: 2.1483, grad_norm: 6.7286 2020-07-28 06:44:55,386 - mmaction - INFO - Epoch [160][2140/3757] lr: 3.321e-03, eta: 13:25:32, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5172, top5_acc: 0.7250, loss_cls: 2.1663, loss: 2.1663, grad_norm: 6.6799 2020-07-28 06:45:06,884 - mmaction - INFO - Epoch [160][2160/3757] lr: 3.321e-03, eta: 13:25:19, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4813, top5_acc: 0.7008, loss_cls: 2.3248, loss: 2.3248, grad_norm: 6.8767 2020-07-28 06:45:18,318 - mmaction - INFO - Epoch [160][2180/3757] lr: 3.321e-03, eta: 13:25:07, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5016, top5_acc: 0.7188, loss_cls: 2.2550, loss: 2.2550, grad_norm: 6.9196 2020-07-28 06:45:29,904 - mmaction - INFO - Epoch [160][2200/3757] lr: 3.321e-03, eta: 13:24:54, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.4945, top5_acc: 0.7102, loss_cls: 2.2524, loss: 2.2524, grad_norm: 6.7224 2020-07-28 06:45:41,373 - mmaction - INFO - Epoch [160][2220/3757] lr: 3.321e-03, eta: 13:24:41, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5281, top5_acc: 0.7352, loss_cls: 2.1152, loss: 2.1152, grad_norm: 6.5868 2020-07-28 06:45:52,784 - mmaction - INFO - Epoch [160][2240/3757] lr: 3.321e-03, eta: 13:24:28, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5148, top5_acc: 0.7266, loss_cls: 2.2000, loss: 2.2000, grad_norm: 6.4375 2020-07-28 06:46:04,146 - mmaction - INFO - Epoch [160][2260/3757] lr: 3.321e-03, eta: 13:24:15, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.4961, top5_acc: 0.7398, loss_cls: 2.1881, loss: 2.1881, grad_norm: 6.6830 2020-07-28 06:46:15,663 - mmaction - INFO - Epoch [160][2280/3757] lr: 3.321e-03, eta: 13:24:03, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4883, top5_acc: 0.7039, loss_cls: 2.3236, loss: 2.3236, grad_norm: 6.9392 2020-07-28 06:46:27,695 - mmaction - INFO - Epoch [160][2300/3757] lr: 3.321e-03, eta: 13:23:50, time: 0.602, data_time: 0.034, memory: 5232, top1_acc: 0.5094, top5_acc: 0.7312, loss_cls: 2.1593, loss: 2.1593, grad_norm: 6.7130 2020-07-28 06:46:39,100 - mmaction - INFO - Epoch [160][2320/3757] lr: 3.321e-03, eta: 13:23:37, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4977, top5_acc: 0.7273, loss_cls: 2.1714, loss: 2.1714, grad_norm: 6.6490 2020-07-28 06:46:50,440 - mmaction - INFO - Epoch [160][2340/3757] lr: 3.321e-03, eta: 13:23:24, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4945, top5_acc: 0.7188, loss_cls: 2.1899, loss: 2.1899, grad_norm: 6.7766 2020-07-28 06:47:01,871 - mmaction - INFO - Epoch [160][2360/3757] lr: 3.321e-03, eta: 13:23:12, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4898, top5_acc: 0.7250, loss_cls: 2.1825, loss: 2.1825, grad_norm: 6.9788 2020-07-28 06:47:13,294 - mmaction - INFO - Epoch [160][2380/3757] lr: 3.321e-03, eta: 13:22:59, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5047, top5_acc: 0.7258, loss_cls: 2.2495, loss: 2.2495, grad_norm: 6.8051 2020-07-28 06:47:24,760 - mmaction - INFO - Epoch [160][2400/3757] lr: 3.321e-03, eta: 13:22:46, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5094, top5_acc: 0.7250, loss_cls: 2.1656, loss: 2.1656, grad_norm: 6.7946 2020-07-28 06:47:36,269 - mmaction - INFO - Epoch [160][2420/3757] lr: 3.321e-03, eta: 13:22:33, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4969, top5_acc: 0.7219, loss_cls: 2.2186, loss: 2.2186, grad_norm: 6.9274 2020-07-28 06:47:47,625 - mmaction - INFO - Epoch [160][2440/3757] lr: 3.321e-03, eta: 13:22:20, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4945, top5_acc: 0.7156, loss_cls: 2.2548, loss: 2.2548, grad_norm: 6.5844 2020-07-28 06:47:59,116 - mmaction - INFO - Epoch [160][2460/3757] lr: 3.321e-03, eta: 13:22:08, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5086, top5_acc: 0.7227, loss_cls: 2.2293, loss: 2.2293, grad_norm: 6.8006 2020-07-28 06:48:10,563 - mmaction - INFO - Epoch [160][2480/3757] lr: 3.321e-03, eta: 13:21:55, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5109, top5_acc: 0.7469, loss_cls: 2.1390, loss: 2.1390, grad_norm: 6.8448 2020-07-28 06:48:22,026 - mmaction - INFO - Epoch [160][2500/3757] lr: 3.321e-03, eta: 13:21:42, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5148, top5_acc: 0.7352, loss_cls: 2.1420, loss: 2.1420, grad_norm: 6.5836 2020-07-28 06:48:33,397 - mmaction - INFO - Epoch [160][2520/3757] lr: 3.321e-03, eta: 13:21:29, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5070, top5_acc: 0.7250, loss_cls: 2.2058, loss: 2.2058, grad_norm: 6.6868 2020-07-28 06:48:44,841 - mmaction - INFO - Epoch [160][2540/3757] lr: 3.321e-03, eta: 13:21:17, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5273, top5_acc: 0.7578, loss_cls: 2.0968, loss: 2.0968, grad_norm: 6.6317 2020-07-28 06:48:56,312 - mmaction - INFO - Epoch [160][2560/3757] lr: 3.321e-03, eta: 13:21:04, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.4867, top5_acc: 0.7242, loss_cls: 2.2481, loss: 2.2481, grad_norm: 6.6684 2020-07-28 06:49:07,651 - mmaction - INFO - Epoch [160][2580/3757] lr: 3.321e-03, eta: 13:20:51, time: 0.567, data_time: 0.004, memory: 5232, top1_acc: 0.5047, top5_acc: 0.7367, loss_cls: 2.1731, loss: 2.1731, grad_norm: 6.8261 2020-07-28 06:49:19,073 - mmaction - INFO - Epoch [160][2600/3757] lr: 3.321e-03, eta: 13:20:38, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5117, top5_acc: 0.7422, loss_cls: 2.1220, loss: 2.1220, grad_norm: 6.8328 2020-07-28 06:49:30,536 - mmaction - INFO - Epoch [160][2620/3757] lr: 3.321e-03, eta: 13:20:25, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5031, top5_acc: 0.7125, loss_cls: 2.2035, loss: 2.2035, grad_norm: 6.7095 2020-07-28 06:49:41,916 - mmaction - INFO - Epoch [160][2640/3757] lr: 3.321e-03, eta: 13:20:13, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5109, top5_acc: 0.7391, loss_cls: 2.1575, loss: 2.1575, grad_norm: 6.7598 2020-07-28 06:49:53,303 - mmaction - INFO - Epoch [160][2660/3757] lr: 3.321e-03, eta: 13:20:00, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5172, top5_acc: 0.7531, loss_cls: 2.0242, loss: 2.0242, grad_norm: 6.2348 2020-07-28 06:50:04,730 - mmaction - INFO - Epoch [160][2680/3757] lr: 3.321e-03, eta: 13:19:47, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4992, top5_acc: 0.7391, loss_cls: 2.1601, loss: 2.1601, grad_norm: 6.7464 2020-07-28 06:50:16,024 - mmaction - INFO - Epoch [160][2700/3757] lr: 3.321e-03, eta: 13:19:34, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.5070, top5_acc: 0.7398, loss_cls: 2.1591, loss: 2.1591, grad_norm: 6.7980 2020-07-28 06:50:27,702 - mmaction - INFO - Epoch [160][2720/3757] lr: 3.321e-03, eta: 13:19:22, time: 0.583, data_time: 0.019, memory: 5232, top1_acc: 0.4945, top5_acc: 0.7281, loss_cls: 2.2369, loss: 2.2369, grad_norm: 6.8874 2020-07-28 06:50:39,126 - mmaction - INFO - Epoch [160][2740/3757] lr: 3.321e-03, eta: 13:19:09, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5133, top5_acc: 0.7336, loss_cls: 2.1735, loss: 2.1735, grad_norm: 6.8474 2020-07-28 06:50:50,650 - mmaction - INFO - Epoch [160][2760/3757] lr: 3.321e-03, eta: 13:18:56, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5148, top5_acc: 0.7320, loss_cls: 2.1763, loss: 2.1763, grad_norm: 6.7504 2020-07-28 06:51:02,698 - mmaction - INFO - Epoch [160][2780/3757] lr: 3.321e-03, eta: 13:18:43, time: 0.602, data_time: 0.036, memory: 5232, top1_acc: 0.5055, top5_acc: 0.7188, loss_cls: 2.2162, loss: 2.2162, grad_norm: 6.8920 2020-07-28 06:51:14,008 - mmaction - INFO - Epoch [160][2800/3757] lr: 3.321e-03, eta: 13:18:30, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5141, top5_acc: 0.7570, loss_cls: 2.1188, loss: 2.1188, grad_norm: 6.8404 2020-07-28 06:51:25,382 - mmaction - INFO - Epoch [160][2820/3757] lr: 3.321e-03, eta: 13:18:18, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4844, top5_acc: 0.7141, loss_cls: 2.2860, loss: 2.2860, grad_norm: 6.9169 2020-07-28 06:51:36,805 - mmaction - INFO - Epoch [160][2840/3757] lr: 3.321e-03, eta: 13:18:05, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5102, top5_acc: 0.7375, loss_cls: 2.1495, loss: 2.1495, grad_norm: 6.6944 2020-07-28 06:51:48,205 - mmaction - INFO - Epoch [160][2860/3757] lr: 3.321e-03, eta: 13:17:52, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5086, top5_acc: 0.7469, loss_cls: 2.1449, loss: 2.1449, grad_norm: 6.7781 2020-07-28 06:51:59,573 - mmaction - INFO - Epoch [160][2880/3757] lr: 3.321e-03, eta: 13:17:39, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5203, top5_acc: 0.7477, loss_cls: 2.0992, loss: 2.0992, grad_norm: 6.6046 2020-07-28 06:52:10,892 - mmaction - INFO - Epoch [160][2900/3757] lr: 3.321e-03, eta: 13:17:27, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4906, top5_acc: 0.7078, loss_cls: 2.2394, loss: 2.2394, grad_norm: 6.6455 2020-07-28 06:52:22,338 - mmaction - INFO - Epoch [160][2920/3757] lr: 3.321e-03, eta: 13:17:14, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5133, top5_acc: 0.7367, loss_cls: 2.1413, loss: 2.1413, grad_norm: 6.4061 2020-07-28 06:52:33,767 - mmaction - INFO - Epoch [160][2940/3757] lr: 3.321e-03, eta: 13:17:01, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5016, top5_acc: 0.7156, loss_cls: 2.2242, loss: 2.2242, grad_norm: 6.5678 2020-07-28 06:52:45,269 - mmaction - INFO - Epoch [160][2960/3757] lr: 3.321e-03, eta: 13:16:48, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4906, top5_acc: 0.7273, loss_cls: 2.1887, loss: 2.1887, grad_norm: 6.8632 2020-07-28 06:52:56,740 - mmaction - INFO - Epoch [160][2980/3757] lr: 3.321e-03, eta: 13:16:35, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4703, top5_acc: 0.7094, loss_cls: 2.3026, loss: 2.3026, grad_norm: 6.9561 2020-07-28 06:53:08,203 - mmaction - INFO - Epoch [160][3000/3757] lr: 3.321e-03, eta: 13:16:23, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.5117, top5_acc: 0.7297, loss_cls: 2.1167, loss: 2.1167, grad_norm: 6.5733 2020-07-28 06:53:19,774 - mmaction - INFO - Epoch [160][3020/3757] lr: 3.321e-03, eta: 13:16:10, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.5109, top5_acc: 0.7320, loss_cls: 2.1386, loss: 2.1386, grad_norm: 6.5493 2020-07-28 06:53:31,155 - mmaction - INFO - Epoch [160][3040/3757] lr: 3.321e-03, eta: 13:15:57, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5086, top5_acc: 0.7180, loss_cls: 2.2175, loss: 2.2175, grad_norm: 6.8080 2020-07-28 06:53:42,700 - mmaction - INFO - Epoch [160][3060/3757] lr: 3.321e-03, eta: 13:15:44, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.4742, top5_acc: 0.7281, loss_cls: 2.2707, loss: 2.2707, grad_norm: 6.9815 2020-07-28 06:53:54,184 - mmaction - INFO - Epoch [160][3080/3757] lr: 3.321e-03, eta: 13:15:32, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5094, top5_acc: 0.7156, loss_cls: 2.2426, loss: 2.2426, grad_norm: 6.6724 2020-07-28 06:54:05,689 - mmaction - INFO - Epoch [160][3100/3757] lr: 3.321e-03, eta: 13:15:19, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.4938, top5_acc: 0.7406, loss_cls: 2.1734, loss: 2.1734, grad_norm: 6.7485 2020-07-28 06:54:17,108 - mmaction - INFO - Epoch [160][3120/3757] lr: 3.321e-03, eta: 13:15:06, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.5180, top5_acc: 0.7219, loss_cls: 2.1205, loss: 2.1205, grad_norm: 6.5852 2020-07-28 06:54:28,558 - mmaction - INFO - Epoch [160][3140/3757] lr: 3.321e-03, eta: 13:14:53, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5133, top5_acc: 0.7195, loss_cls: 2.2285, loss: 2.2285, grad_norm: 6.6997 2020-07-28 06:54:39,971 - mmaction - INFO - Epoch [160][3160/3757] lr: 3.321e-03, eta: 13:14:40, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5047, top5_acc: 0.7422, loss_cls: 2.1799, loss: 2.1799, grad_norm: 6.6297 2020-07-28 06:54:51,460 - mmaction - INFO - Epoch [160][3180/3757] lr: 3.321e-03, eta: 13:14:28, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5016, top5_acc: 0.7172, loss_cls: 2.2155, loss: 2.2155, grad_norm: 6.6461 2020-07-28 06:55:02,919 - mmaction - INFO - Epoch [160][3200/3757] lr: 3.321e-03, eta: 13:14:15, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5023, top5_acc: 0.7211, loss_cls: 2.2401, loss: 2.2401, grad_norm: 6.8708 2020-07-28 06:55:14,437 - mmaction - INFO - Epoch [160][3220/3757] lr: 3.321e-03, eta: 13:14:02, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4820, top5_acc: 0.7312, loss_cls: 2.2233, loss: 2.2233, grad_norm: 6.8063 2020-07-28 06:55:25,878 - mmaction - INFO - Epoch [160][3240/3757] lr: 3.321e-03, eta: 13:13:49, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4953, top5_acc: 0.7188, loss_cls: 2.2963, loss: 2.2963, grad_norm: 6.9050 2020-07-28 06:55:37,634 - mmaction - INFO - Epoch [160][3260/3757] lr: 3.321e-03, eta: 13:13:37, time: 0.588, data_time: 0.014, memory: 5232, top1_acc: 0.4836, top5_acc: 0.7320, loss_cls: 2.2569, loss: 2.2569, grad_norm: 6.7230 2020-07-28 06:55:49,351 - mmaction - INFO - Epoch [160][3280/3757] lr: 3.321e-03, eta: 13:13:24, time: 0.585, data_time: 0.021, memory: 5232, top1_acc: 0.5141, top5_acc: 0.7195, loss_cls: 2.2120, loss: 2.2120, grad_norm: 6.5318 2020-07-28 06:56:01,150 - mmaction - INFO - Epoch [160][3300/3757] lr: 3.321e-03, eta: 13:13:11, time: 0.590, data_time: 0.015, memory: 5232, top1_acc: 0.5133, top5_acc: 0.7336, loss_cls: 2.1596, loss: 2.1596, grad_norm: 6.5348 2020-07-28 06:56:12,928 - mmaction - INFO - Epoch [160][3320/3757] lr: 3.321e-03, eta: 13:12:58, time: 0.589, data_time: 0.023, memory: 5232, top1_acc: 0.4711, top5_acc: 0.7031, loss_cls: 2.3353, loss: 2.3353, grad_norm: 6.6260 2020-07-28 06:56:24,635 - mmaction - INFO - Epoch [160][3340/3757] lr: 3.321e-03, eta: 13:12:46, time: 0.585, data_time: 0.016, memory: 5232, top1_acc: 0.5062, top5_acc: 0.7344, loss_cls: 2.2091, loss: 2.2091, grad_norm: 6.5222 2020-07-28 06:56:36,034 - mmaction - INFO - Epoch [160][3360/3757] lr: 3.321e-03, eta: 13:12:33, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.5117, top5_acc: 0.7406, loss_cls: 2.1960, loss: 2.1960, grad_norm: 6.7339 2020-07-28 06:56:47,608 - mmaction - INFO - Epoch [160][3380/3757] lr: 3.321e-03, eta: 13:12:20, time: 0.579, data_time: 0.004, memory: 5232, top1_acc: 0.5062, top5_acc: 0.7328, loss_cls: 2.1962, loss: 2.1962, grad_norm: 6.9099 2020-07-28 06:56:59,022 - mmaction - INFO - Epoch [160][3400/3757] lr: 3.321e-03, eta: 13:12:07, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5000, top5_acc: 0.7234, loss_cls: 2.1507, loss: 2.1507, grad_norm: 6.5390 2020-07-28 06:57:10,482 - mmaction - INFO - Epoch [160][3420/3757] lr: 3.321e-03, eta: 13:11:55, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4797, top5_acc: 0.7180, loss_cls: 2.2504, loss: 2.2504, grad_norm: 6.7071 2020-07-28 06:57:26,821 - mmaction - INFO - Epoch [160][3440/3757] lr: 3.321e-03, eta: 13:11:43, time: 0.817, data_time: 0.250, memory: 5232, top1_acc: 0.4906, top5_acc: 0.7164, loss_cls: 2.2079, loss: 2.2079, grad_norm: 6.5334 2020-07-28 06:57:38,629 - mmaction - INFO - Epoch [160][3460/3757] lr: 3.321e-03, eta: 13:11:30, time: 0.590, data_time: 0.015, memory: 5232, top1_acc: 0.5016, top5_acc: 0.7234, loss_cls: 2.2024, loss: 2.2024, grad_norm: 6.7684 2020-07-28 06:57:50,412 - mmaction - INFO - Epoch [160][3480/3757] lr: 3.321e-03, eta: 13:11:17, time: 0.588, data_time: 0.025, memory: 5232, top1_acc: 0.4844, top5_acc: 0.7188, loss_cls: 2.2110, loss: 2.2110, grad_norm: 6.6582 2020-07-28 06:58:02,100 - mmaction - INFO - Epoch [160][3500/3757] lr: 3.321e-03, eta: 13:11:05, time: 0.585, data_time: 0.013, memory: 5232, top1_acc: 0.5266, top5_acc: 0.7531, loss_cls: 2.0606, loss: 2.0606, grad_norm: 6.6792 2020-07-28 06:58:13,909 - mmaction - INFO - Epoch [160][3520/3757] lr: 3.321e-03, eta: 13:10:52, time: 0.591, data_time: 0.024, memory: 5232, top1_acc: 0.4695, top5_acc: 0.7063, loss_cls: 2.3485, loss: 2.3485, grad_norm: 6.8451 2020-07-28 06:58:25,605 - mmaction - INFO - Epoch [160][3540/3757] lr: 3.321e-03, eta: 13:10:39, time: 0.584, data_time: 0.015, memory: 5232, top1_acc: 0.5039, top5_acc: 0.7312, loss_cls: 2.1806, loss: 2.1806, grad_norm: 6.5840 2020-07-28 06:58:37,393 - mmaction - INFO - Epoch [160][3560/3757] lr: 3.321e-03, eta: 13:10:26, time: 0.589, data_time: 0.022, memory: 5232, top1_acc: 0.5000, top5_acc: 0.7242, loss_cls: 2.2457, loss: 2.2457, grad_norm: 6.8522 2020-07-28 06:58:48,856 - mmaction - INFO - Epoch [160][3580/3757] lr: 3.321e-03, eta: 13:10:14, time: 0.573, data_time: 0.005, memory: 5232, top1_acc: 0.4961, top5_acc: 0.7273, loss_cls: 2.2331, loss: 2.2331, grad_norm: 6.8568 2020-07-28 06:59:00,181 - mmaction - INFO - Epoch [160][3600/3757] lr: 3.321e-03, eta: 13:10:01, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4922, top5_acc: 0.7234, loss_cls: 2.2821, loss: 2.2821, grad_norm: 6.9651 2020-07-28 06:59:11,665 - mmaction - INFO - Epoch [160][3620/3757] lr: 3.321e-03, eta: 13:09:48, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4945, top5_acc: 0.7195, loss_cls: 2.2853, loss: 2.2853, grad_norm: 6.7302 2020-07-28 06:59:23,559 - mmaction - INFO - Epoch [160][3640/3757] lr: 3.321e-03, eta: 13:09:35, time: 0.595, data_time: 0.025, memory: 5232, top1_acc: 0.5133, top5_acc: 0.7383, loss_cls: 2.1488, loss: 2.1488, grad_norm: 6.6205 2020-07-28 06:59:35,293 - mmaction - INFO - Epoch [160][3660/3757] lr: 3.321e-03, eta: 13:09:23, time: 0.587, data_time: 0.012, memory: 5232, top1_acc: 0.5086, top5_acc: 0.7422, loss_cls: 2.1698, loss: 2.1698, grad_norm: 6.5745 2020-07-28 06:59:47,090 - mmaction - INFO - Epoch [160][3680/3757] lr: 3.321e-03, eta: 13:09:10, time: 0.590, data_time: 0.023, memory: 5232, top1_acc: 0.5148, top5_acc: 0.7312, loss_cls: 2.1311, loss: 2.1311, grad_norm: 6.6700 2020-07-28 06:59:58,869 - mmaction - INFO - Epoch [160][3700/3757] lr: 3.321e-03, eta: 13:08:57, time: 0.589, data_time: 0.017, memory: 5232, top1_acc: 0.4875, top5_acc: 0.7125, loss_cls: 2.2219, loss: 2.2219, grad_norm: 6.8908 2020-07-28 07:00:18,081 - mmaction - INFO - Epoch [160][3720/3757] lr: 3.321e-03, eta: 13:08:46, time: 0.945, data_time: 0.026, memory: 5232, top1_acc: 0.5062, top5_acc: 0.7219, loss_cls: 2.2097, loss: 2.2097, grad_norm: 6.6905 2020-07-28 07:00:29,554 - mmaction - INFO - Epoch [160][3740/3757] lr: 3.321e-03, eta: 13:08:33, time: 0.589, data_time: 0.021, memory: 5232, top1_acc: 0.5094, top5_acc: 0.7336, loss_cls: 2.1732, loss: 2.1732, grad_norm: 6.8236 2020-07-28 07:01:11,565 - mmaction - INFO - Saving checkpoint at 160 epochs 2020-07-28 07:05:29,316 - mmaction - INFO - Epoch [161][20/3757] lr: 3.015e-03, eta: 13:08:47, time: 12.773, data_time: 12.074, memory: 5232, top1_acc: 0.5047, top5_acc: 0.7133, loss_cls: 2.2339, loss: 2.2339, grad_norm: 6.6883 2020-07-28 07:05:40,537 - mmaction - INFO - Epoch [161][40/3757] lr: 3.015e-03, eta: 13:08:34, time: 0.561, data_time: 0.002, memory: 5232, top1_acc: 0.5094, top5_acc: 0.7391, loss_cls: 2.1372, loss: 2.1372, grad_norm: 6.6223 2020-07-28 07:05:51,880 - mmaction - INFO - Epoch [161][60/3757] lr: 3.015e-03, eta: 13:08:21, time: 0.567, data_time: 0.008, memory: 5232, top1_acc: 0.5039, top5_acc: 0.7453, loss_cls: 2.1530, loss: 2.1530, grad_norm: 6.7722 2020-07-28 07:06:03,198 - mmaction - INFO - Epoch [161][80/3757] lr: 3.015e-03, eta: 13:08:08, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5008, top5_acc: 0.7344, loss_cls: 2.1501, loss: 2.1501, grad_norm: 6.6844 2020-07-28 07:06:14,570 - mmaction - INFO - Epoch [161][100/3757] lr: 3.015e-03, eta: 13:07:55, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5172, top5_acc: 0.7570, loss_cls: 2.1358, loss: 2.1358, grad_norm: 6.6017 2020-07-28 07:06:25,980 - mmaction - INFO - Epoch [161][120/3757] lr: 3.015e-03, eta: 13:07:43, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5172, top5_acc: 0.7344, loss_cls: 2.1452, loss: 2.1452, grad_norm: 6.7691 2020-07-28 07:06:37,373 - mmaction - INFO - Epoch [161][140/3757] lr: 3.015e-03, eta: 13:07:30, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4875, top5_acc: 0.7133, loss_cls: 2.2475, loss: 2.2475, grad_norm: 6.8768 2020-07-28 07:06:48,752 - mmaction - INFO - Epoch [161][160/3757] lr: 3.015e-03, eta: 13:07:17, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5102, top5_acc: 0.7297, loss_cls: 2.1534, loss: 2.1534, grad_norm: 6.8014 2020-07-28 07:07:00,044 - mmaction - INFO - Epoch [161][180/3757] lr: 3.015e-03, eta: 13:07:04, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.5094, top5_acc: 0.7398, loss_cls: 2.0953, loss: 2.0953, grad_norm: 6.4648 2020-07-28 07:07:11,876 - mmaction - INFO - Epoch [161][200/3757] lr: 3.015e-03, eta: 13:06:52, time: 0.591, data_time: 0.032, memory: 5232, top1_acc: 0.5273, top5_acc: 0.7469, loss_cls: 2.0896, loss: 2.0896, grad_norm: 6.8586 2020-07-28 07:07:23,227 - mmaction - INFO - Epoch [161][220/3757] lr: 3.015e-03, eta: 13:06:39, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5133, top5_acc: 0.7375, loss_cls: 2.1909, loss: 2.1909, grad_norm: 6.8329 2020-07-28 07:07:34,550 - mmaction - INFO - Epoch [161][240/3757] lr: 3.015e-03, eta: 13:06:26, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.5188, top5_acc: 0.7352, loss_cls: 2.1480, loss: 2.1480, grad_norm: 6.6958 2020-07-28 07:07:45,863 - mmaction - INFO - Epoch [161][260/3757] lr: 3.015e-03, eta: 13:06:13, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.4836, top5_acc: 0.7336, loss_cls: 2.1673, loss: 2.1673, grad_norm: 6.7161 2020-07-28 07:07:57,279 - mmaction - INFO - Epoch [161][280/3757] lr: 3.015e-03, eta: 13:06:00, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5172, top5_acc: 0.7328, loss_cls: 2.1801, loss: 2.1801, grad_norm: 6.7502 2020-07-28 07:08:08,640 - mmaction - INFO - Epoch [161][300/3757] lr: 3.015e-03, eta: 13:05:48, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4836, top5_acc: 0.7328, loss_cls: 2.2125, loss: 2.2125, grad_norm: 7.0808 2020-07-28 07:08:20,097 - mmaction - INFO - Epoch [161][320/3757] lr: 3.015e-03, eta: 13:05:35, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.5219, top5_acc: 0.7516, loss_cls: 2.0321, loss: 2.0321, grad_norm: 6.4131 2020-07-28 07:08:31,412 - mmaction - INFO - Epoch [161][340/3757] lr: 3.015e-03, eta: 13:05:22, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5227, top5_acc: 0.7586, loss_cls: 2.0649, loss: 2.0649, grad_norm: 6.5574 2020-07-28 07:08:42,887 - mmaction - INFO - Epoch [161][360/3757] lr: 3.015e-03, eta: 13:05:09, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5008, top5_acc: 0.7352, loss_cls: 2.1848, loss: 2.1848, grad_norm: 6.8509 2020-07-28 07:08:54,387 - mmaction - INFO - Epoch [161][380/3757] lr: 3.015e-03, eta: 13:04:56, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.5117, top5_acc: 0.7320, loss_cls: 2.1553, loss: 2.1553, grad_norm: 6.7541 2020-07-28 07:09:05,755 - mmaction - INFO - Epoch [161][400/3757] lr: 3.015e-03, eta: 13:04:44, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4953, top5_acc: 0.7516, loss_cls: 2.1295, loss: 2.1295, grad_norm: 6.7191 2020-07-28 07:09:17,586 - mmaction - INFO - Epoch [161][420/3757] lr: 3.015e-03, eta: 13:04:31, time: 0.592, data_time: 0.029, memory: 5232, top1_acc: 0.5141, top5_acc: 0.7195, loss_cls: 2.1847, loss: 2.1847, grad_norm: 6.6548 2020-07-28 07:09:28,944 - mmaction - INFO - Epoch [161][440/3757] lr: 3.015e-03, eta: 13:04:18, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5156, top5_acc: 0.7445, loss_cls: 2.1435, loss: 2.1435, grad_norm: 6.8929 2020-07-28 07:09:40,342 - mmaction - INFO - Epoch [161][460/3757] lr: 3.015e-03, eta: 13:04:05, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5016, top5_acc: 0.7156, loss_cls: 2.2062, loss: 2.2062, grad_norm: 6.8077 2020-07-28 07:09:51,765 - mmaction - INFO - Epoch [161][480/3757] lr: 3.015e-03, eta: 13:03:53, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5148, top5_acc: 0.7344, loss_cls: 2.1199, loss: 2.1199, grad_norm: 6.8051 2020-07-28 07:10:03,511 - mmaction - INFO - Epoch [161][500/3757] lr: 3.015e-03, eta: 13:03:40, time: 0.587, data_time: 0.008, memory: 5232, top1_acc: 0.5047, top5_acc: 0.7219, loss_cls: 2.2029, loss: 2.2029, grad_norm: 6.8648 2020-07-28 07:10:14,819 - mmaction - INFO - Epoch [161][520/3757] lr: 3.015e-03, eta: 13:03:27, time: 0.565, data_time: 0.005, memory: 5232, top1_acc: 0.5203, top5_acc: 0.7281, loss_cls: 2.2056, loss: 2.2056, grad_norm: 6.7704 2020-07-28 07:10:26,617 - mmaction - INFO - Epoch [161][540/3757] lr: 3.015e-03, eta: 13:03:14, time: 0.589, data_time: 0.014, memory: 5232, top1_acc: 0.4805, top5_acc: 0.7125, loss_cls: 2.3004, loss: 2.3004, grad_norm: 7.1209 2020-07-28 07:10:38,310 - mmaction - INFO - Epoch [161][560/3757] lr: 3.015e-03, eta: 13:03:02, time: 0.585, data_time: 0.023, memory: 5232, top1_acc: 0.5102, top5_acc: 0.7344, loss_cls: 2.1285, loss: 2.1285, grad_norm: 6.7754 2020-07-28 07:10:50,082 - mmaction - INFO - Epoch [161][580/3757] lr: 3.015e-03, eta: 13:02:49, time: 0.589, data_time: 0.026, memory: 5232, top1_acc: 0.5281, top5_acc: 0.7375, loss_cls: 2.1499, loss: 2.1499, grad_norm: 6.6764 2020-07-28 07:11:01,716 - mmaction - INFO - Epoch [161][600/3757] lr: 3.015e-03, eta: 13:02:36, time: 0.582, data_time: 0.013, memory: 5232, top1_acc: 0.5094, top5_acc: 0.7289, loss_cls: 2.2027, loss: 2.2027, grad_norm: 6.9188 2020-07-28 07:11:13,454 - mmaction - INFO - Epoch [161][620/3757] lr: 3.015e-03, eta: 13:02:23, time: 0.587, data_time: 0.025, memory: 5232, top1_acc: 0.4906, top5_acc: 0.7312, loss_cls: 2.1969, loss: 2.1969, grad_norm: 6.7834 2020-07-28 07:11:25,109 - mmaction - INFO - Epoch [161][640/3757] lr: 3.015e-03, eta: 13:02:11, time: 0.583, data_time: 0.013, memory: 5232, top1_acc: 0.4836, top5_acc: 0.7258, loss_cls: 2.2485, loss: 2.2485, grad_norm: 6.9783 2020-07-28 07:11:36,611 - mmaction - INFO - Epoch [161][660/3757] lr: 3.015e-03, eta: 13:01:58, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5039, top5_acc: 0.7289, loss_cls: 2.1533, loss: 2.1533, grad_norm: 6.7069 2020-07-28 07:11:48,420 - mmaction - INFO - Epoch [161][680/3757] lr: 3.015e-03, eta: 13:01:45, time: 0.591, data_time: 0.026, memory: 5232, top1_acc: 0.5219, top5_acc: 0.7391, loss_cls: 2.1175, loss: 2.1175, grad_norm: 6.5359 2020-07-28 07:12:00,084 - mmaction - INFO - Epoch [161][700/3757] lr: 3.015e-03, eta: 13:01:32, time: 0.583, data_time: 0.014, memory: 5232, top1_acc: 0.5094, top5_acc: 0.7297, loss_cls: 2.1751, loss: 2.1751, grad_norm: 6.7111 2020-07-28 07:12:11,903 - mmaction - INFO - Epoch [161][720/3757] lr: 3.015e-03, eta: 13:01:20, time: 0.591, data_time: 0.026, memory: 5232, top1_acc: 0.5109, top5_acc: 0.7320, loss_cls: 2.1666, loss: 2.1666, grad_norm: 6.7477 2020-07-28 07:12:23,729 - mmaction - INFO - Epoch [161][740/3757] lr: 3.015e-03, eta: 13:01:07, time: 0.591, data_time: 0.022, memory: 5232, top1_acc: 0.4992, top5_acc: 0.7414, loss_cls: 2.1029, loss: 2.1029, grad_norm: 6.7852 2020-07-28 07:12:35,569 - mmaction - INFO - Epoch [161][760/3757] lr: 3.015e-03, eta: 13:00:54, time: 0.591, data_time: 0.024, memory: 5232, top1_acc: 0.5164, top5_acc: 0.7383, loss_cls: 2.1358, loss: 2.1358, grad_norm: 6.8321 2020-07-28 07:12:47,297 - mmaction - INFO - Epoch [161][780/3757] lr: 3.015e-03, eta: 13:00:41, time: 0.587, data_time: 0.019, memory: 5232, top1_acc: 0.5328, top5_acc: 0.7648, loss_cls: 2.0988, loss: 2.0988, grad_norm: 6.8243 2020-07-28 07:12:59,103 - mmaction - INFO - Epoch [161][800/3757] lr: 3.015e-03, eta: 13:00:29, time: 0.590, data_time: 0.022, memory: 5232, top1_acc: 0.5000, top5_acc: 0.7359, loss_cls: 2.2059, loss: 2.2059, grad_norm: 6.8235 2020-07-28 07:13:10,724 - mmaction - INFO - Epoch [161][820/3757] lr: 3.015e-03, eta: 13:00:16, time: 0.581, data_time: 0.015, memory: 5232, top1_acc: 0.5172, top5_acc: 0.7422, loss_cls: 2.1638, loss: 2.1638, grad_norm: 6.7885 2020-07-28 07:13:22,060 - mmaction - INFO - Epoch [161][840/3757] lr: 3.015e-03, eta: 13:00:03, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4930, top5_acc: 0.7211, loss_cls: 2.1971, loss: 2.1971, grad_norm: 6.8291 2020-07-28 07:13:33,473 - mmaction - INFO - Epoch [161][860/3757] lr: 3.015e-03, eta: 12:59:50, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5203, top5_acc: 0.7445, loss_cls: 2.1236, loss: 2.1236, grad_norm: 6.6724 2020-07-28 07:13:44,964 - mmaction - INFO - Epoch [161][880/3757] lr: 3.015e-03, eta: 12:59:38, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5141, top5_acc: 0.7312, loss_cls: 2.1764, loss: 2.1764, grad_norm: 6.7585 2020-07-28 07:13:56,286 - mmaction - INFO - Epoch [161][900/3757] lr: 3.015e-03, eta: 12:59:25, time: 0.566, data_time: 0.001, memory: 5232, top1_acc: 0.5320, top5_acc: 0.7484, loss_cls: 2.0423, loss: 2.0423, grad_norm: 6.5867 2020-07-28 07:14:07,692 - mmaction - INFO - Epoch [161][920/3757] lr: 3.015e-03, eta: 12:59:12, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5227, top5_acc: 0.7516, loss_cls: 2.0847, loss: 2.0847, grad_norm: 6.5693 2020-07-28 07:14:19,161 - mmaction - INFO - Epoch [161][940/3757] lr: 3.015e-03, eta: 12:58:59, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.5055, top5_acc: 0.7336, loss_cls: 2.1533, loss: 2.1533, grad_norm: 6.8383 2020-07-28 07:14:30,530 - mmaction - INFO - Epoch [161][960/3757] lr: 3.015e-03, eta: 12:58:46, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5039, top5_acc: 0.7211, loss_cls: 2.2166, loss: 2.2166, grad_norm: 6.8378 2020-07-28 07:14:41,828 - mmaction - INFO - Epoch [161][980/3757] lr: 3.015e-03, eta: 12:58:34, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.5234, top5_acc: 0.7445, loss_cls: 2.0973, loss: 2.0973, grad_norm: 6.4332 2020-07-28 07:14:53,133 - mmaction - INFO - Epoch [161][1000/3757] lr: 3.015e-03, eta: 12:58:21, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.5094, top5_acc: 0.7250, loss_cls: 2.1867, loss: 2.1867, grad_norm: 6.7908 2020-07-28 07:15:04,687 - mmaction - INFO - Epoch [161][1020/3757] lr: 3.015e-03, eta: 12:58:08, time: 0.577, data_time: 0.018, memory: 5232, top1_acc: 0.4938, top5_acc: 0.7219, loss_cls: 2.2109, loss: 2.2109, grad_norm: 6.8485 2020-07-28 07:15:16,154 - mmaction - INFO - Epoch [161][1040/3757] lr: 3.015e-03, eta: 12:57:55, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.5273, top5_acc: 0.7469, loss_cls: 2.0961, loss: 2.0961, grad_norm: 6.7401 2020-07-28 07:15:27,548 - mmaction - INFO - Epoch [161][1060/3757] lr: 3.015e-03, eta: 12:57:42, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5430, top5_acc: 0.7508, loss_cls: 2.0180, loss: 2.0180, grad_norm: 6.4239 2020-07-28 07:15:38,918 - mmaction - INFO - Epoch [161][1080/3757] lr: 3.015e-03, eta: 12:57:30, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5375, top5_acc: 0.7414, loss_cls: 2.0977, loss: 2.0977, grad_norm: 6.9089 2020-07-28 07:15:50,387 - mmaction - INFO - Epoch [161][1100/3757] lr: 3.015e-03, eta: 12:57:17, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5430, top5_acc: 0.7570, loss_cls: 1.9948, loss: 1.9948, grad_norm: 6.6021 2020-07-28 07:16:01,720 - mmaction - INFO - Epoch [161][1120/3757] lr: 3.015e-03, eta: 12:57:04, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4992, top5_acc: 0.7297, loss_cls: 2.1990, loss: 2.1990, grad_norm: 6.8318 2020-07-28 07:16:13,091 - mmaction - INFO - Epoch [161][1140/3757] lr: 3.015e-03, eta: 12:56:51, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5125, top5_acc: 0.7289, loss_cls: 2.1724, loss: 2.1724, grad_norm: 6.7576 2020-07-28 07:16:24,483 - mmaction - INFO - Epoch [161][1160/3757] lr: 3.015e-03, eta: 12:56:39, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5133, top5_acc: 0.7352, loss_cls: 2.1322, loss: 2.1322, grad_norm: 6.7765 2020-07-28 07:16:36,092 - mmaction - INFO - Epoch [161][1180/3757] lr: 3.015e-03, eta: 12:56:26, time: 0.580, data_time: 0.015, memory: 5232, top1_acc: 0.5328, top5_acc: 0.7414, loss_cls: 2.1092, loss: 2.1092, grad_norm: 6.6363 2020-07-28 07:16:47,530 - mmaction - INFO - Epoch [161][1200/3757] lr: 3.015e-03, eta: 12:56:13, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4906, top5_acc: 0.7211, loss_cls: 2.2064, loss: 2.2064, grad_norm: 6.7102 2020-07-28 07:16:59,021 - mmaction - INFO - Epoch [161][1220/3757] lr: 3.015e-03, eta: 12:56:00, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4844, top5_acc: 0.7500, loss_cls: 2.1379, loss: 2.1379, grad_norm: 6.8859 2020-07-28 07:17:10,495 - mmaction - INFO - Epoch [161][1240/3757] lr: 3.015e-03, eta: 12:55:47, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5039, top5_acc: 0.7219, loss_cls: 2.1748, loss: 2.1748, grad_norm: 6.8104 2020-07-28 07:17:21,781 - mmaction - INFO - Epoch [161][1260/3757] lr: 3.015e-03, eta: 12:55:35, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.4961, top5_acc: 0.7352, loss_cls: 2.1831, loss: 2.1831, grad_norm: 6.8012 2020-07-28 07:17:33,078 - mmaction - INFO - Epoch [161][1280/3757] lr: 3.015e-03, eta: 12:55:22, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.5164, top5_acc: 0.7406, loss_cls: 2.0772, loss: 2.0772, grad_norm: 6.4937 2020-07-28 07:17:44,489 - mmaction - INFO - Epoch [161][1300/3757] lr: 3.015e-03, eta: 12:55:09, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.5219, top5_acc: 0.7461, loss_cls: 2.1234, loss: 2.1234, grad_norm: 6.7444 2020-07-28 07:17:55,936 - mmaction - INFO - Epoch [161][1320/3757] lr: 3.015e-03, eta: 12:54:56, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5352, top5_acc: 0.7383, loss_cls: 2.0782, loss: 2.0782, grad_norm: 6.5553 2020-07-28 07:18:07,306 - mmaction - INFO - Epoch [161][1340/3757] lr: 3.015e-03, eta: 12:54:44, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5078, top5_acc: 0.7289, loss_cls: 2.1728, loss: 2.1728, grad_norm: 6.6367 2020-07-28 07:18:18,618 - mmaction - INFO - Epoch [161][1360/3757] lr: 3.015e-03, eta: 12:54:31, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5148, top5_acc: 0.7328, loss_cls: 2.1524, loss: 2.1524, grad_norm: 6.7272 2020-07-28 07:18:30,031 - mmaction - INFO - Epoch [161][1380/3757] lr: 3.015e-03, eta: 12:54:18, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5359, top5_acc: 0.7555, loss_cls: 1.9949, loss: 1.9949, grad_norm: 6.4429 2020-07-28 07:18:41,478 - mmaction - INFO - Epoch [161][1400/3757] lr: 3.015e-03, eta: 12:54:05, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5023, top5_acc: 0.7195, loss_cls: 2.1491, loss: 2.1491, grad_norm: 6.9842 2020-07-28 07:18:52,851 - mmaction - INFO - Epoch [161][1420/3757] lr: 3.015e-03, eta: 12:53:52, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5273, top5_acc: 0.7523, loss_cls: 2.0831, loss: 2.0831, grad_norm: 6.7314 2020-07-28 07:19:04,202 - mmaction - INFO - Epoch [161][1440/3757] lr: 3.015e-03, eta: 12:53:40, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5148, top5_acc: 0.7188, loss_cls: 2.1866, loss: 2.1866, grad_norm: 6.6277 2020-07-28 07:19:15,625 - mmaction - INFO - Epoch [161][1460/3757] lr: 3.015e-03, eta: 12:53:27, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5336, top5_acc: 0.7547, loss_cls: 2.0361, loss: 2.0361, grad_norm: 6.6697 2020-07-28 07:19:27,090 - mmaction - INFO - Epoch [161][1480/3757] lr: 3.015e-03, eta: 12:53:14, time: 0.574, data_time: 0.008, memory: 5232, top1_acc: 0.5234, top5_acc: 0.7297, loss_cls: 2.1274, loss: 2.1274, grad_norm: 6.5834 2020-07-28 07:19:38,432 - mmaction - INFO - Epoch [161][1500/3757] lr: 3.015e-03, eta: 12:53:01, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4938, top5_acc: 0.7297, loss_cls: 2.1681, loss: 2.1681, grad_norm: 6.9739 2020-07-28 07:19:49,817 - mmaction - INFO - Epoch [161][1520/3757] lr: 3.015e-03, eta: 12:52:48, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5016, top5_acc: 0.7234, loss_cls: 2.2315, loss: 2.2315, grad_norm: 6.8676 2020-07-28 07:20:01,307 - mmaction - INFO - Epoch [161][1540/3757] lr: 3.015e-03, eta: 12:52:36, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4813, top5_acc: 0.7289, loss_cls: 2.2215, loss: 2.2215, grad_norm: 7.2405 2020-07-28 07:20:12,696 - mmaction - INFO - Epoch [161][1560/3757] lr: 3.015e-03, eta: 12:52:23, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5367, top5_acc: 0.7383, loss_cls: 2.1033, loss: 2.1033, grad_norm: 6.6633 2020-07-28 07:20:24,126 - mmaction - INFO - Epoch [161][1580/3757] lr: 3.015e-03, eta: 12:52:10, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5117, top5_acc: 0.7211, loss_cls: 2.2103, loss: 2.2103, grad_norm: 6.6894 2020-07-28 07:20:35,565 - mmaction - INFO - Epoch [161][1600/3757] lr: 3.015e-03, eta: 12:51:57, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5109, top5_acc: 0.7250, loss_cls: 2.1937, loss: 2.1937, grad_norm: 6.7115 2020-07-28 07:20:47,266 - mmaction - INFO - Epoch [161][1620/3757] lr: 3.015e-03, eta: 12:51:45, time: 0.585, data_time: 0.018, memory: 5232, top1_acc: 0.4852, top5_acc: 0.7023, loss_cls: 2.3337, loss: 2.3337, grad_norm: 6.8246 2020-07-28 07:20:58,695 - mmaction - INFO - Epoch [161][1640/3757] lr: 3.015e-03, eta: 12:51:32, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.5188, top5_acc: 0.7219, loss_cls: 2.1506, loss: 2.1506, grad_norm: 6.7247 2020-07-28 07:21:10,152 - mmaction - INFO - Epoch [161][1660/3757] lr: 3.015e-03, eta: 12:51:19, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4953, top5_acc: 0.7422, loss_cls: 2.1402, loss: 2.1402, grad_norm: 6.8409 2020-07-28 07:21:21,582 - mmaction - INFO - Epoch [161][1680/3757] lr: 3.015e-03, eta: 12:51:06, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5109, top5_acc: 0.7242, loss_cls: 2.1835, loss: 2.1835, grad_norm: 6.7880 2020-07-28 07:21:33,068 - mmaction - INFO - Epoch [161][1700/3757] lr: 3.015e-03, eta: 12:50:53, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4969, top5_acc: 0.7211, loss_cls: 2.2172, loss: 2.2172, grad_norm: 6.6126 2020-07-28 07:21:44,546 - mmaction - INFO - Epoch [161][1720/3757] lr: 3.015e-03, eta: 12:50:41, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.4898, top5_acc: 0.7258, loss_cls: 2.2270, loss: 2.2270, grad_norm: 6.7971 2020-07-28 07:21:55,972 - mmaction - INFO - Epoch [161][1740/3757] lr: 3.015e-03, eta: 12:50:28, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4875, top5_acc: 0.7125, loss_cls: 2.3206, loss: 2.3206, grad_norm: 6.8823 2020-07-28 07:22:07,315 - mmaction - INFO - Epoch [161][1760/3757] lr: 3.015e-03, eta: 12:50:15, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5320, top5_acc: 0.7516, loss_cls: 2.0460, loss: 2.0460, grad_norm: 6.5141 2020-07-28 07:22:18,665 - mmaction - INFO - Epoch [161][1780/3757] lr: 3.015e-03, eta: 12:50:02, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5023, top5_acc: 0.7344, loss_cls: 2.1658, loss: 2.1658, grad_norm: 6.7741 2020-07-28 07:22:30,077 - mmaction - INFO - Epoch [161][1800/3757] lr: 3.015e-03, eta: 12:49:50, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5250, top5_acc: 0.7422, loss_cls: 2.1117, loss: 2.1117, grad_norm: 6.8676 2020-07-28 07:22:41,537 - mmaction - INFO - Epoch [161][1820/3757] lr: 3.015e-03, eta: 12:49:37, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4852, top5_acc: 0.7195, loss_cls: 2.2293, loss: 2.2293, grad_norm: 6.9985 2020-07-28 07:22:53,016 - mmaction - INFO - Epoch [161][1840/3757] lr: 3.015e-03, eta: 12:49:24, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4992, top5_acc: 0.7289, loss_cls: 2.1673, loss: 2.1673, grad_norm: 6.8583 2020-07-28 07:23:04,342 - mmaction - INFO - Epoch [161][1860/3757] lr: 3.015e-03, eta: 12:49:11, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5164, top5_acc: 0.7391, loss_cls: 2.1261, loss: 2.1261, grad_norm: 6.5879 2020-07-28 07:23:15,700 - mmaction - INFO - Epoch [161][1880/3757] lr: 3.015e-03, eta: 12:48:58, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5234, top5_acc: 0.7297, loss_cls: 2.1821, loss: 2.1821, grad_norm: 6.6597 2020-07-28 07:23:27,039 - mmaction - INFO - Epoch [161][1900/3757] lr: 3.015e-03, eta: 12:48:46, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5031, top5_acc: 0.7461, loss_cls: 2.1490, loss: 2.1490, grad_norm: 6.7894 2020-07-28 07:23:39,035 - mmaction - INFO - Epoch [161][1920/3757] lr: 3.015e-03, eta: 12:48:33, time: 0.599, data_time: 0.033, memory: 5232, top1_acc: 0.4953, top5_acc: 0.7320, loss_cls: 2.1916, loss: 2.1916, grad_norm: 6.9411 2020-07-28 07:23:50,416 - mmaction - INFO - Epoch [161][1940/3757] lr: 3.015e-03, eta: 12:48:20, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5023, top5_acc: 0.7203, loss_cls: 2.2102, loss: 2.2102, grad_norm: 6.8504 2020-07-28 07:24:01,787 - mmaction - INFO - Epoch [161][1960/3757] lr: 3.015e-03, eta: 12:48:07, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5148, top5_acc: 0.7297, loss_cls: 2.1686, loss: 2.1686, grad_norm: 6.6391 2020-07-28 07:24:15,899 - mmaction - INFO - Epoch [161][1980/3757] lr: 3.015e-03, eta: 12:47:55, time: 0.706, data_time: 0.097, memory: 5232, top1_acc: 0.4930, top5_acc: 0.7391, loss_cls: 2.1825, loss: 2.1825, grad_norm: 6.9497 2020-07-28 07:24:32,505 - mmaction - INFO - Epoch [161][2000/3757] lr: 3.015e-03, eta: 12:47:43, time: 0.830, data_time: 0.254, memory: 5232, top1_acc: 0.5180, top5_acc: 0.7555, loss_cls: 2.0783, loss: 2.0783, grad_norm: 6.8887 2020-07-28 07:24:47,681 - mmaction - INFO - Epoch [161][2020/3757] lr: 3.015e-03, eta: 12:47:31, time: 0.758, data_time: 0.129, memory: 5232, top1_acc: 0.4914, top5_acc: 0.7195, loss_cls: 2.2486, loss: 2.2486, grad_norm: 6.9035 2020-07-28 07:25:06,644 - mmaction - INFO - Epoch [161][2040/3757] lr: 3.015e-03, eta: 12:47:19, time: 0.949, data_time: 0.265, memory: 5232, top1_acc: 0.5375, top5_acc: 0.7508, loss_cls: 2.0440, loss: 2.0440, grad_norm: 6.8600 2020-07-28 07:25:23,073 - mmaction - INFO - Epoch [161][2060/3757] lr: 3.015e-03, eta: 12:47:07, time: 0.821, data_time: 0.129, memory: 5232, top1_acc: 0.5148, top5_acc: 0.7398, loss_cls: 2.1643, loss: 2.1643, grad_norm: 6.6197 2020-07-28 07:25:39,125 - mmaction - INFO - Epoch [161][2080/3757] lr: 3.015e-03, eta: 12:46:55, time: 0.803, data_time: 0.164, memory: 5232, top1_acc: 0.5055, top5_acc: 0.7250, loss_cls: 2.2153, loss: 2.2153, grad_norm: 6.9029 2020-07-28 07:25:50,601 - mmaction - INFO - Epoch [161][2100/3757] lr: 3.015e-03, eta: 12:46:42, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4898, top5_acc: 0.7063, loss_cls: 2.2661, loss: 2.2661, grad_norm: 6.8565 2020-07-28 07:26:02,007 - mmaction - INFO - Epoch [161][2120/3757] lr: 3.015e-03, eta: 12:46:30, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5203, top5_acc: 0.7492, loss_cls: 2.0887, loss: 2.0887, grad_norm: 6.9287 2020-07-28 07:26:17,654 - mmaction - INFO - Epoch [161][2140/3757] lr: 3.015e-03, eta: 12:46:18, time: 0.782, data_time: 0.171, memory: 5232, top1_acc: 0.5125, top5_acc: 0.7352, loss_cls: 2.1647, loss: 2.1647, grad_norm: 6.7055 2020-07-28 07:26:34,316 - mmaction - INFO - Epoch [161][2160/3757] lr: 3.015e-03, eta: 12:46:06, time: 0.832, data_time: 0.255, memory: 5232, top1_acc: 0.4945, top5_acc: 0.7227, loss_cls: 2.1864, loss: 2.1864, grad_norm: 6.9296 2020-07-28 07:26:46,042 - mmaction - INFO - Epoch [161][2180/3757] lr: 3.015e-03, eta: 12:45:53, time: 0.587, data_time: 0.016, memory: 5232, top1_acc: 0.5102, top5_acc: 0.7477, loss_cls: 2.1205, loss: 2.1205, grad_norm: 6.8808 2020-07-28 07:26:57,790 - mmaction - INFO - Epoch [161][2200/3757] lr: 3.015e-03, eta: 12:45:40, time: 0.587, data_time: 0.024, memory: 5232, top1_acc: 0.5172, top5_acc: 0.7609, loss_cls: 2.1108, loss: 2.1108, grad_norm: 6.8083 2020-07-28 07:27:09,525 - mmaction - INFO - Epoch [161][2220/3757] lr: 3.015e-03, eta: 12:45:27, time: 0.587, data_time: 0.018, memory: 5232, top1_acc: 0.5016, top5_acc: 0.7305, loss_cls: 2.1557, loss: 2.1557, grad_norm: 6.8602 2020-07-28 07:27:21,291 - mmaction - INFO - Epoch [161][2240/3757] lr: 3.015e-03, eta: 12:45:15, time: 0.588, data_time: 0.018, memory: 5232, top1_acc: 0.4875, top5_acc: 0.7289, loss_cls: 2.2207, loss: 2.2207, grad_norm: 6.7681 2020-07-28 07:27:33,023 - mmaction - INFO - Epoch [161][2260/3757] lr: 3.015e-03, eta: 12:45:02, time: 0.587, data_time: 0.018, memory: 5232, top1_acc: 0.4805, top5_acc: 0.7258, loss_cls: 2.2387, loss: 2.2387, grad_norm: 7.2720 2020-07-28 07:27:44,350 - mmaction - INFO - Epoch [161][2280/3757] lr: 3.015e-03, eta: 12:44:49, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5008, top5_acc: 0.7344, loss_cls: 2.1836, loss: 2.1836, grad_norm: 6.8241 2020-07-28 07:27:55,678 - mmaction - INFO - Epoch [161][2300/3757] lr: 3.015e-03, eta: 12:44:36, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4938, top5_acc: 0.7242, loss_cls: 2.2181, loss: 2.2181, grad_norm: 6.8965 2020-07-28 07:28:07,242 - mmaction - INFO - Epoch [161][2320/3757] lr: 3.015e-03, eta: 12:44:24, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.4992, top5_acc: 0.7305, loss_cls: 2.2387, loss: 2.2387, grad_norm: 7.0726 2020-07-28 07:28:23,068 - mmaction - INFO - Epoch [161][2340/3757] lr: 3.015e-03, eta: 12:44:11, time: 0.792, data_time: 0.220, memory: 5232, top1_acc: 0.5219, top5_acc: 0.7523, loss_cls: 2.1043, loss: 2.1043, grad_norm: 6.7545 2020-07-28 07:28:38,721 - mmaction - INFO - Epoch [161][2360/3757] lr: 3.015e-03, eta: 12:43:59, time: 0.782, data_time: 0.165, memory: 5232, top1_acc: 0.4984, top5_acc: 0.7305, loss_cls: 2.2155, loss: 2.2155, grad_norm: 7.0238 2020-07-28 07:28:50,589 - mmaction - INFO - Epoch [161][2380/3757] lr: 3.015e-03, eta: 12:43:47, time: 0.594, data_time: 0.020, memory: 5232, top1_acc: 0.5227, top5_acc: 0.7570, loss_cls: 2.0448, loss: 2.0448, grad_norm: 6.7552 2020-07-28 07:29:02,347 - mmaction - INFO - Epoch [161][2400/3757] lr: 3.015e-03, eta: 12:43:34, time: 0.588, data_time: 0.018, memory: 5232, top1_acc: 0.4992, top5_acc: 0.7500, loss_cls: 2.1063, loss: 2.1063, grad_norm: 6.5587 2020-07-28 07:29:14,196 - mmaction - INFO - Epoch [161][2420/3757] lr: 3.015e-03, eta: 12:43:21, time: 0.592, data_time: 0.022, memory: 5232, top1_acc: 0.5273, top5_acc: 0.7586, loss_cls: 2.0630, loss: 2.0630, grad_norm: 6.6286 2020-07-28 07:29:26,012 - mmaction - INFO - Epoch [161][2440/3757] lr: 3.015e-03, eta: 12:43:08, time: 0.591, data_time: 0.015, memory: 5232, top1_acc: 0.5172, top5_acc: 0.7586, loss_cls: 2.0944, loss: 2.0944, grad_norm: 6.7833 2020-07-28 07:29:37,444 - mmaction - INFO - Epoch [161][2460/3757] lr: 3.015e-03, eta: 12:42:56, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5031, top5_acc: 0.7344, loss_cls: 2.2172, loss: 2.2172, grad_norm: 6.9838 2020-07-28 07:29:48,863 - mmaction - INFO - Epoch [161][2480/3757] lr: 3.015e-03, eta: 12:42:43, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4898, top5_acc: 0.7250, loss_cls: 2.2072, loss: 2.2072, grad_norm: 6.9113 2020-07-28 07:30:00,206 - mmaction - INFO - Epoch [161][2500/3757] lr: 3.015e-03, eta: 12:42:30, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4883, top5_acc: 0.7359, loss_cls: 2.1904, loss: 2.1904, grad_norm: 6.9667 2020-07-28 07:30:11,617 - mmaction - INFO - Epoch [161][2520/3757] lr: 3.015e-03, eta: 12:42:17, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4984, top5_acc: 0.7203, loss_cls: 2.2045, loss: 2.2045, grad_norm: 7.0303 2020-07-28 07:30:27,114 - mmaction - INFO - Epoch [161][2540/3757] lr: 3.015e-03, eta: 12:42:05, time: 0.775, data_time: 0.142, memory: 5232, top1_acc: 0.5258, top5_acc: 0.7359, loss_cls: 2.1077, loss: 2.1077, grad_norm: 6.6773 2020-07-28 07:30:43,345 - mmaction - INFO - Epoch [161][2560/3757] lr: 3.015e-03, eta: 12:41:53, time: 0.812, data_time: 0.236, memory: 5232, top1_acc: 0.5000, top5_acc: 0.7312, loss_cls: 2.2328, loss: 2.2328, grad_norm: 7.1273 2020-07-28 07:30:54,801 - mmaction - INFO - Epoch [161][2580/3757] lr: 3.015e-03, eta: 12:41:40, time: 0.573, data_time: 0.009, memory: 5232, top1_acc: 0.4891, top5_acc: 0.7172, loss_cls: 2.2613, loss: 2.2613, grad_norm: 7.0432 2020-07-28 07:31:06,686 - mmaction - INFO - Epoch [161][2600/3757] lr: 3.015e-03, eta: 12:41:28, time: 0.595, data_time: 0.022, memory: 5232, top1_acc: 0.4844, top5_acc: 0.7375, loss_cls: 2.2001, loss: 2.2001, grad_norm: 6.7592 2020-07-28 07:31:18,367 - mmaction - INFO - Epoch [161][2620/3757] lr: 3.015e-03, eta: 12:41:15, time: 0.584, data_time: 0.013, memory: 5232, top1_acc: 0.5039, top5_acc: 0.7289, loss_cls: 2.2047, loss: 2.2047, grad_norm: 6.9158 2020-07-28 07:31:30,177 - mmaction - INFO - Epoch [161][2640/3757] lr: 3.015e-03, eta: 12:41:02, time: 0.590, data_time: 0.024, memory: 5232, top1_acc: 0.5195, top5_acc: 0.7344, loss_cls: 2.0900, loss: 2.0900, grad_norm: 6.6898 2020-07-28 07:31:41,946 - mmaction - INFO - Epoch [161][2660/3757] lr: 3.015e-03, eta: 12:40:50, time: 0.588, data_time: 0.015, memory: 5232, top1_acc: 0.5008, top5_acc: 0.7234, loss_cls: 2.2512, loss: 2.2512, grad_norm: 6.8643 2020-07-28 07:31:53,378 - mmaction - INFO - Epoch [161][2680/3757] lr: 3.015e-03, eta: 12:40:37, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5242, top5_acc: 0.7484, loss_cls: 2.0780, loss: 2.0780, grad_norm: 6.4238 2020-07-28 07:32:04,780 - mmaction - INFO - Epoch [161][2700/3757] lr: 3.015e-03, eta: 12:40:24, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5312, top5_acc: 0.7648, loss_cls: 2.0326, loss: 2.0326, grad_norm: 6.5948 2020-07-28 07:32:16,122 - mmaction - INFO - Epoch [161][2720/3757] lr: 3.015e-03, eta: 12:40:11, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5109, top5_acc: 0.7359, loss_cls: 2.1774, loss: 2.1774, grad_norm: 6.9451 2020-07-28 07:32:27,564 - mmaction - INFO - Epoch [161][2740/3757] lr: 3.015e-03, eta: 12:39:58, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5102, top5_acc: 0.7305, loss_cls: 2.1159, loss: 2.1159, grad_norm: 6.6568 2020-07-28 07:32:39,019 - mmaction - INFO - Epoch [161][2760/3757] lr: 3.015e-03, eta: 12:39:46, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4914, top5_acc: 0.7430, loss_cls: 2.1905, loss: 2.1905, grad_norm: 7.0182 2020-07-28 07:32:50,372 - mmaction - INFO - Epoch [161][2780/3757] lr: 3.015e-03, eta: 12:39:33, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5297, top5_acc: 0.7500, loss_cls: 2.0817, loss: 2.0817, grad_norm: 6.7586 2020-07-28 07:33:01,750 - mmaction - INFO - Epoch [161][2800/3757] lr: 3.015e-03, eta: 12:39:20, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5062, top5_acc: 0.7359, loss_cls: 2.1440, loss: 2.1440, grad_norm: 6.8729 2020-07-28 07:33:13,192 - mmaction - INFO - Epoch [161][2820/3757] lr: 3.015e-03, eta: 12:39:07, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5078, top5_acc: 0.7289, loss_cls: 2.1818, loss: 2.1818, grad_norm: 6.8783 2020-07-28 07:33:24,552 - mmaction - INFO - Epoch [161][2840/3757] lr: 3.015e-03, eta: 12:38:54, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4984, top5_acc: 0.7094, loss_cls: 2.2591, loss: 2.2591, grad_norm: 6.9339 2020-07-28 07:33:35,893 - mmaction - INFO - Epoch [161][2860/3757] lr: 3.015e-03, eta: 12:38:42, time: 0.567, data_time: 0.004, memory: 5232, top1_acc: 0.4883, top5_acc: 0.7023, loss_cls: 2.2987, loss: 2.2987, grad_norm: 7.0497 2020-07-28 07:33:47,807 - mmaction - INFO - Epoch [161][2880/3757] lr: 3.015e-03, eta: 12:38:29, time: 0.596, data_time: 0.032, memory: 5232, top1_acc: 0.5062, top5_acc: 0.7445, loss_cls: 2.1138, loss: 2.1138, grad_norm: 6.9085 2020-07-28 07:33:59,259 - mmaction - INFO - Epoch [161][2900/3757] lr: 3.015e-03, eta: 12:38:16, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5305, top5_acc: 0.7375, loss_cls: 2.1115, loss: 2.1115, grad_norm: 6.7955 2020-07-28 07:34:10,737 - mmaction - INFO - Epoch [161][2920/3757] lr: 3.015e-03, eta: 12:38:03, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.5219, top5_acc: 0.7445, loss_cls: 2.0616, loss: 2.0616, grad_norm: 6.7192 2020-07-28 07:34:22,260 - mmaction - INFO - Epoch [161][2940/3757] lr: 3.015e-03, eta: 12:37:51, time: 0.575, data_time: 0.002, memory: 5232, top1_acc: 0.5062, top5_acc: 0.7430, loss_cls: 2.1702, loss: 2.1702, grad_norm: 6.8743 2020-07-28 07:34:33,635 - mmaction - INFO - Epoch [161][2960/3757] lr: 3.015e-03, eta: 12:37:38, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4992, top5_acc: 0.7297, loss_cls: 2.1536, loss: 2.1536, grad_norm: 6.8880 2020-07-28 07:34:44,976 - mmaction - INFO - Epoch [161][2980/3757] lr: 3.015e-03, eta: 12:37:25, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5297, top5_acc: 0.7438, loss_cls: 2.1295, loss: 2.1295, grad_norm: 6.9136 2020-07-28 07:34:56,355 - mmaction - INFO - Epoch [161][3000/3757] lr: 3.015e-03, eta: 12:37:12, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5125, top5_acc: 0.7422, loss_cls: 2.1592, loss: 2.1592, grad_norm: 6.8993 2020-07-28 07:35:07,753 - mmaction - INFO - Epoch [161][3020/3757] lr: 3.015e-03, eta: 12:37:00, time: 0.570, data_time: 0.005, memory: 5232, top1_acc: 0.4977, top5_acc: 0.7211, loss_cls: 2.2122, loss: 2.2122, grad_norm: 7.0104 2020-07-28 07:35:19,183 - mmaction - INFO - Epoch [161][3040/3757] lr: 3.015e-03, eta: 12:36:47, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5320, top5_acc: 0.7445, loss_cls: 2.0694, loss: 2.0694, grad_norm: 6.7317 2020-07-28 07:35:30,571 - mmaction - INFO - Epoch [161][3060/3757] lr: 3.015e-03, eta: 12:36:34, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4945, top5_acc: 0.7250, loss_cls: 2.2041, loss: 2.2041, grad_norm: 6.9361 2020-07-28 07:35:41,995 - mmaction - INFO - Epoch [161][3080/3757] lr: 3.015e-03, eta: 12:36:21, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4992, top5_acc: 0.7539, loss_cls: 2.1412, loss: 2.1412, grad_norm: 6.8796 2020-07-28 07:35:53,548 - mmaction - INFO - Epoch [161][3100/3757] lr: 3.015e-03, eta: 12:36:08, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.4992, top5_acc: 0.7375, loss_cls: 2.1665, loss: 2.1665, grad_norm: 6.7423 2020-07-28 07:36:04,911 - mmaction - INFO - Epoch [161][3120/3757] lr: 3.015e-03, eta: 12:35:56, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4992, top5_acc: 0.7328, loss_cls: 2.2195, loss: 2.2195, grad_norm: 6.8633 2020-07-28 07:36:16,277 - mmaction - INFO - Epoch [161][3140/3757] lr: 3.015e-03, eta: 12:35:43, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5125, top5_acc: 0.7094, loss_cls: 2.2352, loss: 2.2352, grad_norm: 6.9473 2020-07-28 07:36:27,859 - mmaction - INFO - Epoch [161][3160/3757] lr: 3.015e-03, eta: 12:35:30, time: 0.579, data_time: 0.014, memory: 5232, top1_acc: 0.5117, top5_acc: 0.7344, loss_cls: 2.1368, loss: 2.1368, grad_norm: 6.8717 2020-07-28 07:36:39,351 - mmaction - INFO - Epoch [161][3180/3757] lr: 3.015e-03, eta: 12:35:17, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5297, top5_acc: 0.7422, loss_cls: 2.0979, loss: 2.0979, grad_norm: 6.8303 2020-07-28 07:36:50,732 - mmaction - INFO - Epoch [161][3200/3757] lr: 3.015e-03, eta: 12:35:05, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5070, top5_acc: 0.7375, loss_cls: 2.1671, loss: 2.1671, grad_norm: 6.9780 2020-07-28 07:37:02,218 - mmaction - INFO - Epoch [161][3220/3757] lr: 3.015e-03, eta: 12:34:52, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.5305, top5_acc: 0.7312, loss_cls: 2.1282, loss: 2.1282, grad_norm: 6.7137 2020-07-28 07:37:13,592 - mmaction - INFO - Epoch [161][3240/3757] lr: 3.015e-03, eta: 12:34:39, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5289, top5_acc: 0.7500, loss_cls: 2.0616, loss: 2.0616, grad_norm: 6.5121 2020-07-28 07:37:24,932 - mmaction - INFO - Epoch [161][3260/3757] lr: 3.015e-03, eta: 12:34:26, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5250, top5_acc: 0.7461, loss_cls: 2.0540, loss: 2.0540, grad_norm: 6.8020 2020-07-28 07:37:36,364 - mmaction - INFO - Epoch [161][3280/3757] lr: 3.015e-03, eta: 12:34:14, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4977, top5_acc: 0.7234, loss_cls: 2.1947, loss: 2.1947, grad_norm: 6.9263 2020-07-28 07:37:47,897 - mmaction - INFO - Epoch [161][3300/3757] lr: 3.015e-03, eta: 12:34:01, time: 0.577, data_time: 0.012, memory: 5232, top1_acc: 0.5094, top5_acc: 0.7391, loss_cls: 2.1485, loss: 2.1485, grad_norm: 6.6958 2020-07-28 07:37:59,176 - mmaction - INFO - Epoch [161][3320/3757] lr: 3.015e-03, eta: 12:33:48, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.4930, top5_acc: 0.7359, loss_cls: 2.1973, loss: 2.1973, grad_norm: 7.0646 2020-07-28 07:38:10,586 - mmaction - INFO - Epoch [161][3340/3757] lr: 3.015e-03, eta: 12:33:35, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5102, top5_acc: 0.7555, loss_cls: 2.1019, loss: 2.1019, grad_norm: 7.2034 2020-07-28 07:38:22,005 - mmaction - INFO - Epoch [161][3360/3757] lr: 3.015e-03, eta: 12:33:22, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4875, top5_acc: 0.7234, loss_cls: 2.2464, loss: 2.2464, grad_norm: 7.0628 2020-07-28 07:38:33,295 - mmaction - INFO - Epoch [161][3380/3757] lr: 3.015e-03, eta: 12:33:10, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.4969, top5_acc: 0.7328, loss_cls: 2.1596, loss: 2.1596, grad_norm: 6.8365 2020-07-28 07:38:44,723 - mmaction - INFO - Epoch [161][3400/3757] lr: 3.015e-03, eta: 12:32:57, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4891, top5_acc: 0.7008, loss_cls: 2.2619, loss: 2.2619, grad_norm: 6.9530 2020-07-28 07:38:56,130 - mmaction - INFO - Epoch [161][3420/3757] lr: 3.015e-03, eta: 12:32:44, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.5109, top5_acc: 0.7328, loss_cls: 2.1514, loss: 2.1514, grad_norm: 7.1010 2020-07-28 07:39:07,709 - mmaction - INFO - Epoch [161][3440/3757] lr: 3.015e-03, eta: 12:32:31, time: 0.580, data_time: 0.014, memory: 5232, top1_acc: 0.5227, top5_acc: 0.7406, loss_cls: 2.1250, loss: 2.1250, grad_norm: 6.6963 2020-07-28 07:39:19,157 - mmaction - INFO - Epoch [161][3460/3757] lr: 3.015e-03, eta: 12:32:19, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5047, top5_acc: 0.7398, loss_cls: 2.1692, loss: 2.1692, grad_norm: 6.9782 2020-07-28 07:39:30,660 - mmaction - INFO - Epoch [161][3480/3757] lr: 3.015e-03, eta: 12:32:06, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4977, top5_acc: 0.7367, loss_cls: 2.1388, loss: 2.1388, grad_norm: 6.8309 2020-07-28 07:39:42,065 - mmaction - INFO - Epoch [161][3500/3757] lr: 3.015e-03, eta: 12:31:53, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5039, top5_acc: 0.7352, loss_cls: 2.1350, loss: 2.1350, grad_norm: 7.0311 2020-07-28 07:39:53,425 - mmaction - INFO - Epoch [161][3520/3757] lr: 3.015e-03, eta: 12:31:40, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5109, top5_acc: 0.7375, loss_cls: 2.1121, loss: 2.1121, grad_norm: 6.6795 2020-07-28 07:40:04,842 - mmaction - INFO - Epoch [161][3540/3757] lr: 3.015e-03, eta: 12:31:27, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4875, top5_acc: 0.7234, loss_cls: 2.2224, loss: 2.2224, grad_norm: 7.1419 2020-07-28 07:40:16,139 - mmaction - INFO - Epoch [161][3560/3757] lr: 3.015e-03, eta: 12:31:15, time: 0.565, data_time: 0.004, memory: 5232, top1_acc: 0.4891, top5_acc: 0.7172, loss_cls: 2.2303, loss: 2.2303, grad_norm: 6.8815 2020-07-28 07:40:27,838 - mmaction - INFO - Epoch [161][3580/3757] lr: 3.015e-03, eta: 12:31:02, time: 0.585, data_time: 0.023, memory: 5232, top1_acc: 0.4883, top5_acc: 0.7141, loss_cls: 2.2278, loss: 2.2278, grad_norm: 6.7819 2020-07-28 07:40:39,232 - mmaction - INFO - Epoch [161][3600/3757] lr: 3.015e-03, eta: 12:30:49, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4781, top5_acc: 0.7008, loss_cls: 2.3100, loss: 2.3100, grad_norm: 6.9171 2020-07-28 07:40:50,623 - mmaction - INFO - Epoch [161][3620/3757] lr: 3.015e-03, eta: 12:30:36, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.5031, top5_acc: 0.7211, loss_cls: 2.1991, loss: 2.1991, grad_norm: 6.8856 2020-07-28 07:41:02,078 - mmaction - INFO - Epoch [161][3640/3757] lr: 3.015e-03, eta: 12:30:24, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5219, top5_acc: 0.7406, loss_cls: 2.1047, loss: 2.1047, grad_norm: 6.5190 2020-07-28 07:41:13,485 - mmaction - INFO - Epoch [161][3660/3757] lr: 3.015e-03, eta: 12:30:11, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5008, top5_acc: 0.7227, loss_cls: 2.2007, loss: 2.2007, grad_norm: 6.9761 2020-07-28 07:41:24,899 - mmaction - INFO - Epoch [161][3680/3757] lr: 3.015e-03, eta: 12:29:58, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4820, top5_acc: 0.7016, loss_cls: 2.2774, loss: 2.2774, grad_norm: 6.8939 2020-07-28 07:41:36,369 - mmaction - INFO - Epoch [161][3700/3757] lr: 3.015e-03, eta: 12:29:45, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5164, top5_acc: 0.7438, loss_cls: 2.1230, loss: 2.1230, grad_norm: 6.7019 2020-07-28 07:41:47,869 - mmaction - INFO - Epoch [161][3720/3757] lr: 3.015e-03, eta: 12:29:33, time: 0.575, data_time: 0.012, memory: 5232, top1_acc: 0.4953, top5_acc: 0.7195, loss_cls: 2.2341, loss: 2.2341, grad_norm: 6.7333 2020-07-28 07:41:59,239 - mmaction - INFO - Epoch [161][3740/3757] lr: 3.015e-03, eta: 12:29:20, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5188, top5_acc: 0.7445, loss_cls: 2.1189, loss: 2.1189, grad_norm: 6.6881 2020-07-28 07:46:33,408 - mmaction - INFO - Epoch [162][20/3757] lr: 2.724e-03, eta: 12:29:31, time: 12.614, data_time: 11.921, memory: 5232, top1_acc: 0.5070, top5_acc: 0.7477, loss_cls: 2.1210, loss: 2.1210, grad_norm: 6.5611 2020-07-28 07:46:44,681 - mmaction - INFO - Epoch [162][40/3757] lr: 2.724e-03, eta: 12:29:18, time: 0.564, data_time: 0.002, memory: 5232, top1_acc: 0.4977, top5_acc: 0.7523, loss_cls: 2.1080, loss: 2.1080, grad_norm: 6.6704 2020-07-28 07:46:56,107 - mmaction - INFO - Epoch [162][60/3757] lr: 2.724e-03, eta: 12:29:05, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.5039, top5_acc: 0.7141, loss_cls: 2.1950, loss: 2.1950, grad_norm: 6.8649 2020-07-28 07:47:07,437 - mmaction - INFO - Epoch [162][80/3757] lr: 2.724e-03, eta: 12:28:53, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5281, top5_acc: 0.7531, loss_cls: 2.1051, loss: 2.1051, grad_norm: 6.7831 2020-07-28 07:47:18,900 - mmaction - INFO - Epoch [162][100/3757] lr: 2.724e-03, eta: 12:28:40, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5047, top5_acc: 0.7391, loss_cls: 2.1611, loss: 2.1611, grad_norm: 6.8335 2020-07-28 07:47:30,248 - mmaction - INFO - Epoch [162][120/3757] lr: 2.724e-03, eta: 12:28:27, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5391, top5_acc: 0.7617, loss_cls: 2.0219, loss: 2.0219, grad_norm: 6.7660 2020-07-28 07:47:41,626 - mmaction - INFO - Epoch [162][140/3757] lr: 2.724e-03, eta: 12:28:14, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.5000, top5_acc: 0.7375, loss_cls: 2.1587, loss: 2.1587, grad_norm: 6.7860 2020-07-28 07:47:53,017 - mmaction - INFO - Epoch [162][160/3757] lr: 2.724e-03, eta: 12:28:02, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5469, top5_acc: 0.7492, loss_cls: 2.0552, loss: 2.0552, grad_norm: 6.5669 2020-07-28 07:48:04,427 - mmaction - INFO - Epoch [162][180/3757] lr: 2.724e-03, eta: 12:27:49, time: 0.569, data_time: 0.006, memory: 5232, top1_acc: 0.4883, top5_acc: 0.7180, loss_cls: 2.2305, loss: 2.2305, grad_norm: 6.9504 2020-07-28 07:48:15,714 - mmaction - INFO - Epoch [162][200/3757] lr: 2.724e-03, eta: 12:27:36, time: 0.566, data_time: 0.004, memory: 5232, top1_acc: 0.5047, top5_acc: 0.7570, loss_cls: 2.0942, loss: 2.0942, grad_norm: 7.0450 2020-07-28 07:48:27,198 - mmaction - INFO - Epoch [162][220/3757] lr: 2.724e-03, eta: 12:27:23, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.5141, top5_acc: 0.7242, loss_cls: 2.2128, loss: 2.2128, grad_norm: 7.1301 2020-07-28 07:48:38,583 - mmaction - INFO - Epoch [162][240/3757] lr: 2.724e-03, eta: 12:27:10, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5180, top5_acc: 0.7547, loss_cls: 2.0514, loss: 2.0514, grad_norm: 6.8491 2020-07-28 07:48:50,131 - mmaction - INFO - Epoch [162][260/3757] lr: 2.724e-03, eta: 12:26:58, time: 0.577, data_time: 0.015, memory: 5232, top1_acc: 0.4898, top5_acc: 0.7219, loss_cls: 2.2550, loss: 2.2550, grad_norm: 7.1133 2020-07-28 07:49:01,555 - mmaction - INFO - Epoch [162][280/3757] lr: 2.724e-03, eta: 12:26:45, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5281, top5_acc: 0.7305, loss_cls: 2.1255, loss: 2.1255, grad_norm: 6.7510 2020-07-28 07:49:12,960 - mmaction - INFO - Epoch [162][300/3757] lr: 2.724e-03, eta: 12:26:32, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.5125, top5_acc: 0.7328, loss_cls: 2.1477, loss: 2.1477, grad_norm: 6.9724 2020-07-28 07:49:24,328 - mmaction - INFO - Epoch [162][320/3757] lr: 2.724e-03, eta: 12:26:19, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5094, top5_acc: 0.7211, loss_cls: 2.1604, loss: 2.1604, grad_norm: 6.9826 2020-07-28 07:49:35,674 - mmaction - INFO - Epoch [162][340/3757] lr: 2.724e-03, eta: 12:26:06, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5297, top5_acc: 0.7328, loss_cls: 2.1464, loss: 2.1464, grad_norm: 6.8364 2020-07-28 07:49:47,097 - mmaction - INFO - Epoch [162][360/3757] lr: 2.724e-03, eta: 12:25:54, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5070, top5_acc: 0.7477, loss_cls: 2.1353, loss: 2.1353, grad_norm: 7.0610 2020-07-28 07:49:58,544 - mmaction - INFO - Epoch [162][380/3757] lr: 2.724e-03, eta: 12:25:41, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5016, top5_acc: 0.7398, loss_cls: 2.1337, loss: 2.1337, grad_norm: 6.8987 2020-07-28 07:50:10,186 - mmaction - INFO - Epoch [162][400/3757] lr: 2.724e-03, eta: 12:25:28, time: 0.581, data_time: 0.015, memory: 5232, top1_acc: 0.5266, top5_acc: 0.7539, loss_cls: 2.0406, loss: 2.0406, grad_norm: 6.7757 2020-07-28 07:50:21,654 - mmaction - INFO - Epoch [162][420/3757] lr: 2.724e-03, eta: 12:25:15, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.5406, top5_acc: 0.7484, loss_cls: 2.0768, loss: 2.0768, grad_norm: 6.9565 2020-07-28 07:50:33,086 - mmaction - INFO - Epoch [162][440/3757] lr: 2.724e-03, eta: 12:25:03, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4984, top5_acc: 0.7289, loss_cls: 2.1490, loss: 2.1490, grad_norm: 6.8387 2020-07-28 07:50:44,480 - mmaction - INFO - Epoch [162][460/3757] lr: 2.724e-03, eta: 12:24:50, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5195, top5_acc: 0.7312, loss_cls: 2.1271, loss: 2.1271, grad_norm: 6.6823 2020-07-28 07:50:55,904 - mmaction - INFO - Epoch [162][480/3757] lr: 2.724e-03, eta: 12:24:37, time: 0.571, data_time: 0.005, memory: 5232, top1_acc: 0.5086, top5_acc: 0.7297, loss_cls: 2.1474, loss: 2.1474, grad_norm: 6.7755 2020-07-28 07:51:07,339 - mmaction - INFO - Epoch [162][500/3757] lr: 2.724e-03, eta: 12:24:24, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5070, top5_acc: 0.7391, loss_cls: 2.1203, loss: 2.1203, grad_norm: 6.9232 2020-07-28 07:51:18,715 - mmaction - INFO - Epoch [162][520/3757] lr: 2.724e-03, eta: 12:24:11, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.5070, top5_acc: 0.7328, loss_cls: 2.1817, loss: 2.1817, grad_norm: 6.9849 2020-07-28 07:51:30,186 - mmaction - INFO - Epoch [162][540/3757] lr: 2.724e-03, eta: 12:23:59, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5070, top5_acc: 0.7312, loss_cls: 2.1247, loss: 2.1247, grad_norm: 6.9349 2020-07-28 07:51:41,623 - mmaction - INFO - Epoch [162][560/3757] lr: 2.724e-03, eta: 12:23:46, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5172, top5_acc: 0.7336, loss_cls: 2.1379, loss: 2.1379, grad_norm: 6.7331 2020-07-28 07:51:52,986 - mmaction - INFO - Epoch [162][580/3757] lr: 2.724e-03, eta: 12:23:33, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4758, top5_acc: 0.7234, loss_cls: 2.2280, loss: 2.2280, grad_norm: 7.0939 2020-07-28 07:52:04,442 - mmaction - INFO - Epoch [162][600/3757] lr: 2.724e-03, eta: 12:23:20, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5234, top5_acc: 0.7195, loss_cls: 2.1745, loss: 2.1745, grad_norm: 6.9095 2020-07-28 07:52:15,920 - mmaction - INFO - Epoch [162][620/3757] lr: 2.724e-03, eta: 12:23:08, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5188, top5_acc: 0.7258, loss_cls: 2.1168, loss: 2.1168, grad_norm: 6.7488 2020-07-28 07:52:27,378 - mmaction - INFO - Epoch [162][640/3757] lr: 2.724e-03, eta: 12:22:55, time: 0.573, data_time: 0.001, memory: 5232, top1_acc: 0.4898, top5_acc: 0.7180, loss_cls: 2.2477, loss: 2.2477, grad_norm: 7.1401 2020-07-28 07:52:38,686 - mmaction - INFO - Epoch [162][660/3757] lr: 2.724e-03, eta: 12:22:42, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.4961, top5_acc: 0.7414, loss_cls: 2.1219, loss: 2.1219, grad_norm: 6.8985 2020-07-28 07:52:50,099 - mmaction - INFO - Epoch [162][680/3757] lr: 2.724e-03, eta: 12:22:29, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4977, top5_acc: 0.7180, loss_cls: 2.2267, loss: 2.2267, grad_norm: 7.1436 2020-07-28 07:53:01,425 - mmaction - INFO - Epoch [162][700/3757] lr: 2.724e-03, eta: 12:22:16, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5203, top5_acc: 0.7492, loss_cls: 2.1338, loss: 2.1338, grad_norm: 7.0253 2020-07-28 07:53:12,924 - mmaction - INFO - Epoch [162][720/3757] lr: 2.724e-03, eta: 12:22:04, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5234, top5_acc: 0.7352, loss_cls: 2.1128, loss: 2.1128, grad_norm: 6.8947 2020-07-28 07:53:24,371 - mmaction - INFO - Epoch [162][740/3757] lr: 2.724e-03, eta: 12:21:51, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4930, top5_acc: 0.7391, loss_cls: 2.1783, loss: 2.1783, grad_norm: 6.9294 2020-07-28 07:53:35,755 - mmaction - INFO - Epoch [162][760/3757] lr: 2.724e-03, eta: 12:21:38, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5320, top5_acc: 0.7539, loss_cls: 2.0747, loss: 2.0747, grad_norm: 6.7827 2020-07-28 07:53:47,068 - mmaction - INFO - Epoch [162][780/3757] lr: 2.724e-03, eta: 12:21:25, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.5133, top5_acc: 0.7414, loss_cls: 2.1625, loss: 2.1625, grad_norm: 6.8745 2020-07-28 07:53:58,389 - mmaction - INFO - Epoch [162][800/3757] lr: 2.724e-03, eta: 12:21:13, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.4914, top5_acc: 0.7180, loss_cls: 2.2547, loss: 2.2547, grad_norm: 7.0814 2020-07-28 07:54:09,733 - mmaction - INFO - Epoch [162][820/3757] lr: 2.724e-03, eta: 12:21:00, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.4977, top5_acc: 0.7172, loss_cls: 2.2060, loss: 2.2060, grad_norm: 6.9135 2020-07-28 07:54:21,106 - mmaction - INFO - Epoch [162][840/3757] lr: 2.724e-03, eta: 12:20:47, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5156, top5_acc: 0.7516, loss_cls: 2.0858, loss: 2.0858, grad_norm: 6.9498 2020-07-28 07:54:32,579 - mmaction - INFO - Epoch [162][860/3757] lr: 2.724e-03, eta: 12:20:34, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5242, top5_acc: 0.7359, loss_cls: 2.1660, loss: 2.1660, grad_norm: 6.9466 2020-07-28 07:54:43,989 - mmaction - INFO - Epoch [162][880/3757] lr: 2.724e-03, eta: 12:20:21, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5180, top5_acc: 0.7211, loss_cls: 2.1768, loss: 2.1768, grad_norm: 6.9622 2020-07-28 07:54:55,335 - mmaction - INFO - Epoch [162][900/3757] lr: 2.724e-03, eta: 12:20:09, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.5211, top5_acc: 0.7406, loss_cls: 2.1059, loss: 2.1059, grad_norm: 6.9906 2020-07-28 07:55:06,711 - mmaction - INFO - Epoch [162][920/3757] lr: 2.724e-03, eta: 12:19:56, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5086, top5_acc: 0.7352, loss_cls: 2.1085, loss: 2.1085, grad_norm: 6.6817 2020-07-28 07:55:18,165 - mmaction - INFO - Epoch [162][940/3757] lr: 2.724e-03, eta: 12:19:43, time: 0.573, data_time: 0.011, memory: 5232, top1_acc: 0.5055, top5_acc: 0.7258, loss_cls: 2.2070, loss: 2.2070, grad_norm: 7.0708 2020-07-28 07:55:29,569 - mmaction - INFO - Epoch [162][960/3757] lr: 2.724e-03, eta: 12:19:30, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.5188, top5_acc: 0.7305, loss_cls: 2.1719, loss: 2.1719, grad_norm: 6.8817 2020-07-28 07:55:40,912 - mmaction - INFO - Epoch [162][980/3757] lr: 2.724e-03, eta: 12:19:18, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5266, top5_acc: 0.7516, loss_cls: 2.0439, loss: 2.0439, grad_norm: 6.7305 2020-07-28 07:55:52,412 - mmaction - INFO - Epoch [162][1000/3757] lr: 2.724e-03, eta: 12:19:05, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4813, top5_acc: 0.7242, loss_cls: 2.1908, loss: 2.1908, grad_norm: 6.8065 2020-07-28 07:56:03,792 - mmaction - INFO - Epoch [162][1020/3757] lr: 2.724e-03, eta: 12:18:52, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4984, top5_acc: 0.7352, loss_cls: 2.1744, loss: 2.1744, grad_norm: 7.1068 2020-07-28 07:56:15,181 - mmaction - INFO - Epoch [162][1040/3757] lr: 2.724e-03, eta: 12:18:39, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5297, top5_acc: 0.7359, loss_cls: 2.1325, loss: 2.1325, grad_norm: 6.9158 2020-07-28 07:56:26,600 - mmaction - INFO - Epoch [162][1060/3757] lr: 2.724e-03, eta: 12:18:26, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.5289, top5_acc: 0.7445, loss_cls: 2.0651, loss: 2.0651, grad_norm: 6.9293 2020-07-28 07:56:38,214 - mmaction - INFO - Epoch [162][1080/3757] lr: 2.724e-03, eta: 12:18:14, time: 0.581, data_time: 0.019, memory: 5232, top1_acc: 0.5125, top5_acc: 0.7422, loss_cls: 2.1299, loss: 2.1299, grad_norm: 7.0383 2020-07-28 07:56:49,605 - mmaction - INFO - Epoch [162][1100/3757] lr: 2.724e-03, eta: 12:18:01, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5102, top5_acc: 0.7383, loss_cls: 2.1406, loss: 2.1406, grad_norm: 7.0050 2020-07-28 07:57:01,011 - mmaction - INFO - Epoch [162][1120/3757] lr: 2.724e-03, eta: 12:17:48, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5070, top5_acc: 0.7367, loss_cls: 2.0994, loss: 2.0994, grad_norm: 7.0015 2020-07-28 07:57:12,418 - mmaction - INFO - Epoch [162][1140/3757] lr: 2.724e-03, eta: 12:17:35, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4969, top5_acc: 0.7305, loss_cls: 2.1804, loss: 2.1804, grad_norm: 6.7809 2020-07-28 07:57:23,776 - mmaction - INFO - Epoch [162][1160/3757] lr: 2.724e-03, eta: 12:17:23, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.5008, top5_acc: 0.7406, loss_cls: 2.1691, loss: 2.1691, grad_norm: 7.2042 2020-07-28 07:57:35,132 - mmaction - INFO - Epoch [162][1180/3757] lr: 2.724e-03, eta: 12:17:10, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5172, top5_acc: 0.7281, loss_cls: 2.1668, loss: 2.1668, grad_norm: 6.9411 2020-07-28 07:57:46,514 - mmaction - INFO - Epoch [162][1200/3757] lr: 2.724e-03, eta: 12:16:57, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5203, top5_acc: 0.7242, loss_cls: 2.1565, loss: 2.1565, grad_norm: 6.8383 2020-07-28 07:57:58,375 - mmaction - INFO - Epoch [162][1220/3757] lr: 2.724e-03, eta: 12:16:44, time: 0.593, data_time: 0.029, memory: 5232, top1_acc: 0.5102, top5_acc: 0.7203, loss_cls: 2.1472, loss: 2.1472, grad_norm: 6.7734 2020-07-28 07:58:09,782 - mmaction - INFO - Epoch [162][1240/3757] lr: 2.724e-03, eta: 12:16:32, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5102, top5_acc: 0.7453, loss_cls: 2.1184, loss: 2.1184, grad_norm: 6.9755 2020-07-28 07:58:21,117 - mmaction - INFO - Epoch [162][1260/3757] lr: 2.724e-03, eta: 12:16:19, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4961, top5_acc: 0.7266, loss_cls: 2.1928, loss: 2.1928, grad_norm: 6.8072 2020-07-28 07:58:32,589 - mmaction - INFO - Epoch [162][1280/3757] lr: 2.724e-03, eta: 12:16:06, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5336, top5_acc: 0.7547, loss_cls: 2.0153, loss: 2.0153, grad_norm: 6.7265 2020-07-28 07:58:44,117 - mmaction - INFO - Epoch [162][1300/3757] lr: 2.724e-03, eta: 12:15:53, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.5203, top5_acc: 0.7461, loss_cls: 2.1021, loss: 2.1021, grad_norm: 6.6855 2020-07-28 07:58:55,492 - mmaction - INFO - Epoch [162][1320/3757] lr: 2.724e-03, eta: 12:15:40, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5055, top5_acc: 0.7367, loss_cls: 2.1633, loss: 2.1633, grad_norm: 7.0322 2020-07-28 07:59:06,953 - mmaction - INFO - Epoch [162][1340/3757] lr: 2.724e-03, eta: 12:15:28, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5180, top5_acc: 0.7344, loss_cls: 2.1530, loss: 2.1530, grad_norm: 6.9633 2020-07-28 07:59:18,436 - mmaction - INFO - Epoch [162][1360/3757] lr: 2.724e-03, eta: 12:15:15, time: 0.574, data_time: 0.009, memory: 5232, top1_acc: 0.5484, top5_acc: 0.7508, loss_cls: 2.0245, loss: 2.0245, grad_norm: 6.6786 2020-07-28 07:59:29,856 - mmaction - INFO - Epoch [162][1380/3757] lr: 2.724e-03, eta: 12:15:02, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5469, top5_acc: 0.7578, loss_cls: 2.0227, loss: 2.0227, grad_norm: 6.6968 2020-07-28 07:59:41,235 - mmaction - INFO - Epoch [162][1400/3757] lr: 2.724e-03, eta: 12:14:49, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4984, top5_acc: 0.7430, loss_cls: 2.0912, loss: 2.0912, grad_norm: 6.9625 2020-07-28 07:59:52,735 - mmaction - INFO - Epoch [162][1420/3757] lr: 2.724e-03, eta: 12:14:37, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.4977, top5_acc: 0.7234, loss_cls: 2.2685, loss: 2.2685, grad_norm: 6.9723 2020-07-28 08:00:15,100 - mmaction - INFO - Epoch [162][1440/3757] lr: 2.724e-03, eta: 12:14:25, time: 1.096, data_time: 0.037, memory: 5232, top1_acc: 0.5188, top5_acc: 0.7242, loss_cls: 2.1670, loss: 2.1670, grad_norm: 6.8015 2020-07-28 08:00:26,578 - mmaction - INFO - Epoch [162][1460/3757] lr: 2.724e-03, eta: 12:14:13, time: 0.590, data_time: 0.021, memory: 5232, top1_acc: 0.4969, top5_acc: 0.7516, loss_cls: 2.1701, loss: 2.1701, grad_norm: 6.9302 2020-07-28 08:00:38,025 - mmaction - INFO - Epoch [162][1480/3757] lr: 2.724e-03, eta: 12:14:00, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5148, top5_acc: 0.7273, loss_cls: 2.1832, loss: 2.1832, grad_norm: 6.9912 2020-07-28 08:00:49,518 - mmaction - INFO - Epoch [162][1500/3757] lr: 2.724e-03, eta: 12:13:47, time: 0.575, data_time: 0.002, memory: 5232, top1_acc: 0.5227, top5_acc: 0.7516, loss_cls: 2.1161, loss: 2.1161, grad_norm: 7.0943 2020-07-28 08:01:00,984 - mmaction - INFO - Epoch [162][1520/3757] lr: 2.724e-03, eta: 12:13:34, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5422, top5_acc: 0.7391, loss_cls: 2.0607, loss: 2.0607, grad_norm: 6.7055 2020-07-28 08:01:12,467 - mmaction - INFO - Epoch [162][1540/3757] lr: 2.724e-03, eta: 12:13:22, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5250, top5_acc: 0.7359, loss_cls: 2.1254, loss: 2.1254, grad_norm: 6.9327 2020-07-28 08:01:28,131 - mmaction - INFO - Epoch [162][1560/3757] lr: 2.724e-03, eta: 12:13:09, time: 0.783, data_time: 0.160, memory: 5232, top1_acc: 0.5250, top5_acc: 0.7398, loss_cls: 2.1262, loss: 2.1262, grad_norm: 6.7364 2020-07-28 08:01:44,713 - mmaction - INFO - Epoch [162][1580/3757] lr: 2.724e-03, eta: 12:12:57, time: 0.829, data_time: 0.268, memory: 5232, top1_acc: 0.5242, top5_acc: 0.7258, loss_cls: 2.1469, loss: 2.1469, grad_norm: 6.7918 2020-07-28 08:02:00,315 - mmaction - INFO - Epoch [162][1600/3757] lr: 2.724e-03, eta: 12:12:45, time: 0.780, data_time: 0.129, memory: 5232, top1_acc: 0.4953, top5_acc: 0.7422, loss_cls: 2.1559, loss: 2.1559, grad_norm: 6.8736 2020-07-28 08:02:20,429 - mmaction - INFO - Epoch [162][1620/3757] lr: 2.724e-03, eta: 12:12:34, time: 1.006, data_time: 0.225, memory: 5232, top1_acc: 0.5219, top5_acc: 0.7320, loss_cls: 2.0951, loss: 2.0951, grad_norm: 6.8875 2020-07-28 08:02:35,699 - mmaction - INFO - Epoch [162][1640/3757] lr: 2.724e-03, eta: 12:12:22, time: 0.763, data_time: 0.080, memory: 5232, top1_acc: 0.5094, top5_acc: 0.7477, loss_cls: 2.1065, loss: 2.1065, grad_norm: 6.7410 2020-07-28 08:02:47,079 - mmaction - INFO - Epoch [162][1660/3757] lr: 2.724e-03, eta: 12:12:09, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.5203, top5_acc: 0.7266, loss_cls: 2.1301, loss: 2.1301, grad_norm: 6.7329 2020-07-28 08:02:58,449 - mmaction - INFO - Epoch [162][1680/3757] lr: 2.724e-03, eta: 12:11:56, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.4992, top5_acc: 0.7453, loss_cls: 2.1609, loss: 2.1609, grad_norm: 7.2838 2020-07-28 08:03:09,883 - mmaction - INFO - Epoch [162][1700/3757] lr: 2.724e-03, eta: 12:11:43, time: 0.571, data_time: 0.001, memory: 5232, top1_acc: 0.5188, top5_acc: 0.7422, loss_cls: 2.0686, loss: 2.0686, grad_norm: 7.0033 2020-07-28 08:03:21,380 - mmaction - INFO - Epoch [162][1720/3757] lr: 2.724e-03, eta: 12:11:30, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5172, top5_acc: 0.7406, loss_cls: 2.1005, loss: 2.1005, grad_norm: 6.6675 2020-07-28 08:03:32,734 - mmaction - INFO - Epoch [162][1740/3757] lr: 2.724e-03, eta: 12:11:18, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.5336, top5_acc: 0.7391, loss_cls: 2.1203, loss: 2.1203, grad_norm: 6.5327 2020-07-28 08:03:44,181 - mmaction - INFO - Epoch [162][1760/3757] lr: 2.724e-03, eta: 12:11:05, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5227, top5_acc: 0.7523, loss_cls: 2.1048, loss: 2.1048, grad_norm: 6.9420 2020-07-28 08:03:55,607 - mmaction - INFO - Epoch [162][1780/3757] lr: 2.724e-03, eta: 12:10:52, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5156, top5_acc: 0.7352, loss_cls: 2.1638, loss: 2.1638, grad_norm: 7.1241 2020-07-28 08:04:07,095 - mmaction - INFO - Epoch [162][1800/3757] lr: 2.724e-03, eta: 12:10:39, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.5547, top5_acc: 0.7602, loss_cls: 1.9702, loss: 1.9702, grad_norm: 6.5827 2020-07-28 08:04:18,525 - mmaction - INFO - Epoch [162][1820/3757] lr: 2.724e-03, eta: 12:10:27, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5156, top5_acc: 0.7500, loss_cls: 2.1119, loss: 2.1119, grad_norm: 6.7607 2020-07-28 08:04:29,905 - mmaction - INFO - Epoch [162][1840/3757] lr: 2.724e-03, eta: 12:10:14, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5273, top5_acc: 0.7547, loss_cls: 2.0008, loss: 2.0008, grad_norm: 6.9276 2020-07-28 08:04:41,443 - mmaction - INFO - Epoch [162][1860/3757] lr: 2.724e-03, eta: 12:10:01, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.5078, top5_acc: 0.7305, loss_cls: 2.1928, loss: 2.1928, grad_norm: 7.0824 2020-07-28 08:04:52,893 - mmaction - INFO - Epoch [162][1880/3757] lr: 2.724e-03, eta: 12:09:48, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5164, top5_acc: 0.7477, loss_cls: 2.1176, loss: 2.1176, grad_norm: 7.0384 2020-07-28 08:05:04,298 - mmaction - INFO - Epoch [162][1900/3757] lr: 2.724e-03, eta: 12:09:35, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5008, top5_acc: 0.7367, loss_cls: 2.1942, loss: 2.1942, grad_norm: 7.0374 2020-07-28 08:05:15,785 - mmaction - INFO - Epoch [162][1920/3757] lr: 2.724e-03, eta: 12:09:23, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4883, top5_acc: 0.7320, loss_cls: 2.2345, loss: 2.2345, grad_norm: 7.2961 2020-07-28 08:05:27,274 - mmaction - INFO - Epoch [162][1940/3757] lr: 2.724e-03, eta: 12:09:10, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5055, top5_acc: 0.7133, loss_cls: 2.2289, loss: 2.2289, grad_norm: 7.1511 2020-07-28 08:05:38,723 - mmaction - INFO - Epoch [162][1960/3757] lr: 2.724e-03, eta: 12:08:57, time: 0.572, data_time: 0.006, memory: 5232, top1_acc: 0.5180, top5_acc: 0.7398, loss_cls: 2.1259, loss: 2.1259, grad_norm: 6.9983 2020-07-28 08:05:50,528 - mmaction - INFO - Epoch [162][1980/3757] lr: 2.724e-03, eta: 12:08:44, time: 0.590, data_time: 0.019, memory: 5232, top1_acc: 0.5031, top5_acc: 0.7336, loss_cls: 2.1952, loss: 2.1952, grad_norm: 7.2983 2020-07-28 08:06:02,315 - mmaction - INFO - Epoch [162][2000/3757] lr: 2.724e-03, eta: 12:08:32, time: 0.589, data_time: 0.024, memory: 5232, top1_acc: 0.5125, top5_acc: 0.7438, loss_cls: 2.1008, loss: 2.1008, grad_norm: 6.9376 2020-07-28 08:06:14,060 - mmaction - INFO - Epoch [162][2020/3757] lr: 2.724e-03, eta: 12:08:19, time: 0.587, data_time: 0.015, memory: 5232, top1_acc: 0.4977, top5_acc: 0.7422, loss_cls: 2.1738, loss: 2.1738, grad_norm: 7.1122 2020-07-28 08:06:25,859 - mmaction - INFO - Epoch [162][2040/3757] lr: 2.724e-03, eta: 12:08:06, time: 0.590, data_time: 0.024, memory: 5232, top1_acc: 0.5102, top5_acc: 0.7328, loss_cls: 2.2063, loss: 2.2063, grad_norm: 7.1563 2020-07-28 08:06:37,627 - mmaction - INFO - Epoch [162][2060/3757] lr: 2.724e-03, eta: 12:07:54, time: 0.589, data_time: 0.019, memory: 5232, top1_acc: 0.5203, top5_acc: 0.7422, loss_cls: 2.1372, loss: 2.1372, grad_norm: 6.8587 2020-07-28 08:06:48,990 - mmaction - INFO - Epoch [162][2080/3757] lr: 2.724e-03, eta: 12:07:41, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5008, top5_acc: 0.7430, loss_cls: 2.1457, loss: 2.1457, grad_norm: 7.1156 2020-07-28 08:07:00,415 - mmaction - INFO - Epoch [162][2100/3757] lr: 2.724e-03, eta: 12:07:28, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5328, top5_acc: 0.7719, loss_cls: 2.0240, loss: 2.0240, grad_norm: 6.9637 2020-07-28 08:07:11,837 - mmaction - INFO - Epoch [162][2120/3757] lr: 2.724e-03, eta: 12:07:15, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5461, top5_acc: 0.7656, loss_cls: 2.0280, loss: 2.0280, grad_norm: 6.6400 2020-07-28 08:07:27,428 - mmaction - INFO - Epoch [162][2140/3757] lr: 2.724e-03, eta: 12:07:03, time: 0.780, data_time: 0.123, memory: 5232, top1_acc: 0.5016, top5_acc: 0.7289, loss_cls: 2.2168, loss: 2.2168, grad_norm: 7.2349 2020-07-28 08:07:43,751 - mmaction - INFO - Epoch [162][2160/3757] lr: 2.724e-03, eta: 12:06:51, time: 0.816, data_time: 0.238, memory: 5232, top1_acc: 0.5219, top5_acc: 0.7422, loss_cls: 2.0844, loss: 2.0844, grad_norm: 6.7037 2020-07-28 08:07:55,543 - mmaction - INFO - Epoch [162][2180/3757] lr: 2.724e-03, eta: 12:06:38, time: 0.589, data_time: 0.018, memory: 5232, top1_acc: 0.5281, top5_acc: 0.7578, loss_cls: 2.0727, loss: 2.0727, grad_norm: 7.0819 2020-07-28 08:08:07,329 - mmaction - INFO - Epoch [162][2200/3757] lr: 2.724e-03, eta: 12:06:26, time: 0.590, data_time: 0.023, memory: 5232, top1_acc: 0.5086, top5_acc: 0.7258, loss_cls: 2.1729, loss: 2.1729, grad_norm: 6.9705 2020-07-28 08:08:19,028 - mmaction - INFO - Epoch [162][2220/3757] lr: 2.724e-03, eta: 12:06:13, time: 0.584, data_time: 0.014, memory: 5232, top1_acc: 0.5188, top5_acc: 0.7398, loss_cls: 2.1404, loss: 2.1404, grad_norm: 6.9350 2020-07-28 08:08:30,840 - mmaction - INFO - Epoch [162][2240/3757] lr: 2.724e-03, eta: 12:06:00, time: 0.591, data_time: 0.026, memory: 5232, top1_acc: 0.5195, top5_acc: 0.7383, loss_cls: 2.1150, loss: 2.1150, grad_norm: 6.9706 2020-07-28 08:08:42,609 - mmaction - INFO - Epoch [162][2260/3757] lr: 2.724e-03, eta: 12:05:47, time: 0.588, data_time: 0.015, memory: 5232, top1_acc: 0.5086, top5_acc: 0.7336, loss_cls: 2.1068, loss: 2.1068, grad_norm: 7.0079 2020-07-28 08:08:54,052 - mmaction - INFO - Epoch [162][2280/3757] lr: 2.724e-03, eta: 12:05:35, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5008, top5_acc: 0.7398, loss_cls: 2.1420, loss: 2.1420, grad_norm: 6.9094 2020-07-28 08:09:05,498 - mmaction - INFO - Epoch [162][2300/3757] lr: 2.724e-03, eta: 12:05:22, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5000, top5_acc: 0.7211, loss_cls: 2.2042, loss: 2.2042, grad_norm: 7.1143 2020-07-28 08:09:16,974 - mmaction - INFO - Epoch [162][2320/3757] lr: 2.724e-03, eta: 12:05:09, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5469, top5_acc: 0.7656, loss_cls: 1.9895, loss: 1.9895, grad_norm: 6.7118 2020-07-28 08:09:28,829 - mmaction - INFO - Epoch [162][2340/3757] lr: 2.724e-03, eta: 12:04:56, time: 0.593, data_time: 0.025, memory: 5232, top1_acc: 0.5016, top5_acc: 0.7219, loss_cls: 2.2264, loss: 2.2264, grad_norm: 7.0431 2020-07-28 08:09:40,234 - mmaction - INFO - Epoch [162][2360/3757] lr: 2.724e-03, eta: 12:04:44, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5133, top5_acc: 0.7406, loss_cls: 2.1547, loss: 2.1547, grad_norm: 6.9231 2020-07-28 08:09:51,689 - mmaction - INFO - Epoch [162][2380/3757] lr: 2.724e-03, eta: 12:04:31, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5250, top5_acc: 0.7391, loss_cls: 2.1130, loss: 2.1130, grad_norm: 6.8812 2020-07-28 08:10:03,673 - mmaction - INFO - Epoch [162][2400/3757] lr: 2.724e-03, eta: 12:04:18, time: 0.599, data_time: 0.036, memory: 5232, top1_acc: 0.5203, top5_acc: 0.7406, loss_cls: 2.1380, loss: 2.1380, grad_norm: 6.9074 2020-07-28 08:10:15,154 - mmaction - INFO - Epoch [162][2420/3757] lr: 2.724e-03, eta: 12:04:05, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5203, top5_acc: 0.7555, loss_cls: 2.1007, loss: 2.1007, grad_norm: 6.9395 2020-07-28 08:10:26,715 - mmaction - INFO - Epoch [162][2440/3757] lr: 2.724e-03, eta: 12:03:53, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.5258, top5_acc: 0.7453, loss_cls: 2.0881, loss: 2.0881, grad_norm: 6.8875 2020-07-28 08:10:38,678 - mmaction - INFO - Epoch [162][2460/3757] lr: 2.724e-03, eta: 12:03:40, time: 0.598, data_time: 0.034, memory: 5232, top1_acc: 0.5023, top5_acc: 0.7344, loss_cls: 2.1506, loss: 2.1506, grad_norm: 7.0296 2020-07-28 08:10:50,051 - mmaction - INFO - Epoch [162][2480/3757] lr: 2.724e-03, eta: 12:03:27, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5062, top5_acc: 0.7367, loss_cls: 2.0963, loss: 2.0963, grad_norm: 6.8654 2020-07-28 08:11:01,510 - mmaction - INFO - Epoch [162][2500/3757] lr: 2.724e-03, eta: 12:03:14, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5305, top5_acc: 0.7469, loss_cls: 2.0722, loss: 2.0722, grad_norm: 6.8776 2020-07-28 08:11:13,047 - mmaction - INFO - Epoch [162][2520/3757] lr: 2.724e-03, eta: 12:03:02, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.5445, top5_acc: 0.7742, loss_cls: 1.9428, loss: 1.9428, grad_norm: 6.6436 2020-07-28 08:11:24,531 - mmaction - INFO - Epoch [162][2540/3757] lr: 2.724e-03, eta: 12:02:49, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5156, top5_acc: 0.7484, loss_cls: 2.1229, loss: 2.1229, grad_norm: 6.8021 2020-07-28 08:11:36,063 - mmaction - INFO - Epoch [162][2560/3757] lr: 2.724e-03, eta: 12:02:36, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.5211, top5_acc: 0.7352, loss_cls: 2.1477, loss: 2.1477, grad_norm: 6.8984 2020-07-28 08:11:47,483 - mmaction - INFO - Epoch [162][2580/3757] lr: 2.724e-03, eta: 12:02:23, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5195, top5_acc: 0.7383, loss_cls: 2.0947, loss: 2.0947, grad_norm: 6.7832 2020-07-28 08:11:58,879 - mmaction - INFO - Epoch [162][2600/3757] lr: 2.724e-03, eta: 12:02:11, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5219, top5_acc: 0.7484, loss_cls: 2.0690, loss: 2.0690, grad_norm: 6.8026 2020-07-28 08:12:10,343 - mmaction - INFO - Epoch [162][2620/3757] lr: 2.724e-03, eta: 12:01:58, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5531, top5_acc: 0.7570, loss_cls: 2.0081, loss: 2.0081, grad_norm: 6.6833 2020-07-28 08:12:21,900 - mmaction - INFO - Epoch [162][2640/3757] lr: 2.724e-03, eta: 12:01:45, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.5398, top5_acc: 0.7344, loss_cls: 2.1089, loss: 2.1089, grad_norm: 6.6441 2020-07-28 08:12:33,263 - mmaction - INFO - Epoch [162][2660/3757] lr: 2.724e-03, eta: 12:01:32, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4906, top5_acc: 0.7117, loss_cls: 2.2176, loss: 2.2176, grad_norm: 7.1207 2020-07-28 08:12:44,783 - mmaction - INFO - Epoch [162][2680/3757] lr: 2.724e-03, eta: 12:01:20, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5172, top5_acc: 0.7430, loss_cls: 2.1297, loss: 2.1297, grad_norm: 6.8576 2020-07-28 08:12:56,169 - mmaction - INFO - Epoch [162][2700/3757] lr: 2.724e-03, eta: 12:01:07, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5133, top5_acc: 0.7352, loss_cls: 2.1480, loss: 2.1480, grad_norm: 6.9650 2020-07-28 08:13:07,562 - mmaction - INFO - Epoch [162][2720/3757] lr: 2.724e-03, eta: 12:00:54, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5008, top5_acc: 0.7156, loss_cls: 2.2263, loss: 2.2263, grad_norm: 6.9610 2020-07-28 08:13:18,958 - mmaction - INFO - Epoch [162][2740/3757] lr: 2.724e-03, eta: 12:00:41, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5055, top5_acc: 0.7289, loss_cls: 2.1977, loss: 2.1977, grad_norm: 6.9728 2020-07-28 08:13:30,351 - mmaction - INFO - Epoch [162][2760/3757] lr: 2.724e-03, eta: 12:00:28, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4961, top5_acc: 0.7383, loss_cls: 2.1731, loss: 2.1731, grad_norm: 7.0738 2020-07-28 08:13:41,729 - mmaction - INFO - Epoch [162][2780/3757] lr: 2.724e-03, eta: 12:00:16, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4961, top5_acc: 0.7383, loss_cls: 2.1429, loss: 2.1429, grad_norm: 6.7471 2020-07-28 08:13:53,283 - mmaction - INFO - Epoch [162][2800/3757] lr: 2.724e-03, eta: 12:00:03, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.4930, top5_acc: 0.7305, loss_cls: 2.1783, loss: 2.1783, grad_norm: 7.2034 2020-07-28 08:14:04,769 - mmaction - INFO - Epoch [162][2820/3757] lr: 2.724e-03, eta: 11:59:50, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.5047, top5_acc: 0.7359, loss_cls: 2.2069, loss: 2.2069, grad_norm: 6.8294 2020-07-28 08:14:16,252 - mmaction - INFO - Epoch [162][2840/3757] lr: 2.724e-03, eta: 11:59:37, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5211, top5_acc: 0.7422, loss_cls: 2.1207, loss: 2.1207, grad_norm: 6.8763 2020-07-28 08:14:27,695 - mmaction - INFO - Epoch [162][2860/3757] lr: 2.724e-03, eta: 11:59:25, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5195, top5_acc: 0.7547, loss_cls: 2.0946, loss: 2.0946, grad_norm: 6.9987 2020-07-28 08:14:39,152 - mmaction - INFO - Epoch [162][2880/3757] lr: 2.724e-03, eta: 11:59:12, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5023, top5_acc: 0.7258, loss_cls: 2.2169, loss: 2.2169, grad_norm: 7.1924 2020-07-28 08:14:51,520 - mmaction - INFO - Epoch [162][2900/3757] lr: 2.724e-03, eta: 11:58:59, time: 0.619, data_time: 0.054, memory: 5232, top1_acc: 0.5195, top5_acc: 0.7320, loss_cls: 2.1167, loss: 2.1167, grad_norm: 6.7963 2020-07-28 08:15:02,938 - mmaction - INFO - Epoch [162][2920/3757] lr: 2.724e-03, eta: 11:58:47, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5234, top5_acc: 0.7547, loss_cls: 2.0708, loss: 2.0708, grad_norm: 6.9545 2020-07-28 08:15:14,405 - mmaction - INFO - Epoch [162][2940/3757] lr: 2.724e-03, eta: 11:58:34, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5023, top5_acc: 0.7344, loss_cls: 2.1762, loss: 2.1762, grad_norm: 7.1003 2020-07-28 08:15:26,459 - mmaction - INFO - Epoch [162][2960/3757] lr: 2.724e-03, eta: 11:58:21, time: 0.603, data_time: 0.036, memory: 5232, top1_acc: 0.5078, top5_acc: 0.7203, loss_cls: 2.1682, loss: 2.1682, grad_norm: 6.9311 2020-07-28 08:15:38,005 - mmaction - INFO - Epoch [162][2980/3757] lr: 2.724e-03, eta: 11:58:08, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.5352, top5_acc: 0.7328, loss_cls: 2.0859, loss: 2.0859, grad_norm: 6.8333 2020-07-28 08:15:49,478 - mmaction - INFO - Epoch [162][3000/3757] lr: 2.724e-03, eta: 11:57:56, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5164, top5_acc: 0.7430, loss_cls: 2.0845, loss: 2.0845, grad_norm: 6.9442 2020-07-28 08:16:00,996 - mmaction - INFO - Epoch [162][3020/3757] lr: 2.724e-03, eta: 11:57:43, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.4984, top5_acc: 0.7242, loss_cls: 2.1732, loss: 2.1732, grad_norm: 6.9605 2020-07-28 08:16:12,489 - mmaction - INFO - Epoch [162][3040/3757] lr: 2.724e-03, eta: 11:57:30, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5164, top5_acc: 0.7367, loss_cls: 2.1331, loss: 2.1331, grad_norm: 7.0062 2020-07-28 08:16:23,866 - mmaction - INFO - Epoch [162][3060/3757] lr: 2.724e-03, eta: 11:57:17, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5375, top5_acc: 0.7570, loss_cls: 2.0544, loss: 2.0544, grad_norm: 7.0080 2020-07-28 08:16:35,232 - mmaction - INFO - Epoch [162][3080/3757] lr: 2.724e-03, eta: 11:57:05, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.5219, top5_acc: 0.7312, loss_cls: 2.1639, loss: 2.1639, grad_norm: 6.7579 2020-07-28 08:16:46,701 - mmaction - INFO - Epoch [162][3100/3757] lr: 2.724e-03, eta: 11:56:52, time: 0.573, data_time: 0.009, memory: 5232, top1_acc: 0.5078, top5_acc: 0.7445, loss_cls: 2.1851, loss: 2.1851, grad_norm: 6.9939 2020-07-28 08:16:58,136 - mmaction - INFO - Epoch [162][3120/3757] lr: 2.724e-03, eta: 11:56:39, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5328, top5_acc: 0.7375, loss_cls: 2.1088, loss: 2.1088, grad_norm: 6.8522 2020-07-28 08:17:09,519 - mmaction - INFO - Epoch [162][3140/3757] lr: 2.724e-03, eta: 11:56:26, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4836, top5_acc: 0.7063, loss_cls: 2.2713, loss: 2.2713, grad_norm: 7.2404 2020-07-28 08:17:20,953 - mmaction - INFO - Epoch [162][3160/3757] lr: 2.724e-03, eta: 11:56:13, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5398, top5_acc: 0.7516, loss_cls: 2.0125, loss: 2.0125, grad_norm: 6.6286 2020-07-28 08:17:32,360 - mmaction - INFO - Epoch [162][3180/3757] lr: 2.724e-03, eta: 11:56:01, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5203, top5_acc: 0.7484, loss_cls: 2.1167, loss: 2.1167, grad_norm: 6.8920 2020-07-28 08:17:43,763 - mmaction - INFO - Epoch [162][3200/3757] lr: 2.724e-03, eta: 11:55:48, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5250, top5_acc: 0.7539, loss_cls: 2.0577, loss: 2.0577, grad_norm: 6.7900 2020-07-28 08:17:55,241 - mmaction - INFO - Epoch [162][3220/3757] lr: 2.724e-03, eta: 11:55:35, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5031, top5_acc: 0.7367, loss_cls: 2.1642, loss: 2.1642, grad_norm: 7.2137 2020-07-28 08:18:06,625 - mmaction - INFO - Epoch [162][3240/3757] lr: 2.724e-03, eta: 11:55:22, time: 0.569, data_time: 0.007, memory: 5232, top1_acc: 0.5078, top5_acc: 0.7523, loss_cls: 2.0947, loss: 2.0947, grad_norm: 7.0651 2020-07-28 08:18:18,066 - mmaction - INFO - Epoch [162][3260/3757] lr: 2.724e-03, eta: 11:55:10, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.5305, top5_acc: 0.7352, loss_cls: 2.1490, loss: 2.1490, grad_norm: 7.0676 2020-07-28 08:18:29,520 - mmaction - INFO - Epoch [162][3280/3757] lr: 2.724e-03, eta: 11:54:57, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4938, top5_acc: 0.7281, loss_cls: 2.2247, loss: 2.2247, grad_norm: 7.1567 2020-07-28 08:18:40,952 - mmaction - INFO - Epoch [162][3300/3757] lr: 2.724e-03, eta: 11:54:44, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5188, top5_acc: 0.7266, loss_cls: 2.1322, loss: 2.1322, grad_norm: 6.7596 2020-07-28 08:18:52,334 - mmaction - INFO - Epoch [162][3320/3757] lr: 2.724e-03, eta: 11:54:31, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5125, top5_acc: 0.7258, loss_cls: 2.1731, loss: 2.1731, grad_norm: 7.0460 2020-07-28 08:19:03,697 - mmaction - INFO - Epoch [162][3340/3757] lr: 2.724e-03, eta: 11:54:19, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5023, top5_acc: 0.7180, loss_cls: 2.2249, loss: 2.2249, grad_norm: 6.9533 2020-07-28 08:19:15,140 - mmaction - INFO - Epoch [162][3360/3757] lr: 2.724e-03, eta: 11:54:06, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5125, top5_acc: 0.7469, loss_cls: 2.0872, loss: 2.0872, grad_norm: 6.8253 2020-07-28 08:19:26,672 - mmaction - INFO - Epoch [162][3380/3757] lr: 2.724e-03, eta: 11:53:53, time: 0.577, data_time: 0.013, memory: 5232, top1_acc: 0.5133, top5_acc: 0.7383, loss_cls: 2.1148, loss: 2.1148, grad_norm: 6.9867 2020-07-28 08:19:38,043 - mmaction - INFO - Epoch [162][3400/3757] lr: 2.724e-03, eta: 11:53:40, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4813, top5_acc: 0.7180, loss_cls: 2.2630, loss: 2.2630, grad_norm: 7.2178 2020-07-28 08:19:49,466 - mmaction - INFO - Epoch [162][3420/3757] lr: 2.724e-03, eta: 11:53:28, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4969, top5_acc: 0.7438, loss_cls: 2.1486, loss: 2.1486, grad_norm: 6.9758 2020-07-28 08:20:01,004 - mmaction - INFO - Epoch [162][3440/3757] lr: 2.724e-03, eta: 11:53:15, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.5109, top5_acc: 0.7414, loss_cls: 2.1204, loss: 2.1204, grad_norm: 7.0425 2020-07-28 08:20:12,379 - mmaction - INFO - Epoch [162][3460/3757] lr: 2.724e-03, eta: 11:53:02, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4875, top5_acc: 0.7164, loss_cls: 2.2166, loss: 2.2166, grad_norm: 7.2342 2020-07-28 08:20:23,818 - mmaction - INFO - Epoch [162][3480/3757] lr: 2.724e-03, eta: 11:52:49, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5203, top5_acc: 0.7484, loss_cls: 2.0983, loss: 2.0983, grad_norm: 6.8312 2020-07-28 08:20:35,362 - mmaction - INFO - Epoch [162][3500/3757] lr: 2.724e-03, eta: 11:52:36, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.5078, top5_acc: 0.7391, loss_cls: 2.1168, loss: 2.1168, grad_norm: 7.1404 2020-07-28 08:20:46,871 - mmaction - INFO - Epoch [162][3520/3757] lr: 2.724e-03, eta: 11:52:24, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5133, top5_acc: 0.7523, loss_cls: 2.1206, loss: 2.1206, grad_norm: 7.2241 2020-07-28 08:20:58,384 - mmaction - INFO - Epoch [162][3540/3757] lr: 2.724e-03, eta: 11:52:11, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5047, top5_acc: 0.7305, loss_cls: 2.1709, loss: 2.1709, grad_norm: 6.8907 2020-07-28 08:21:09,883 - mmaction - INFO - Epoch [162][3560/3757] lr: 2.724e-03, eta: 11:51:58, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5070, top5_acc: 0.7438, loss_cls: 2.1257, loss: 2.1257, grad_norm: 6.9277 2020-07-28 08:21:21,916 - mmaction - INFO - Epoch [162][3580/3757] lr: 2.724e-03, eta: 11:51:46, time: 0.602, data_time: 0.031, memory: 5232, top1_acc: 0.4922, top5_acc: 0.7211, loss_cls: 2.2716, loss: 2.2716, grad_norm: 7.1690 2020-07-28 08:21:33,406 - mmaction - INFO - Epoch [162][3600/3757] lr: 2.724e-03, eta: 11:51:33, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.4727, top5_acc: 0.6883, loss_cls: 2.4337, loss: 2.4337, grad_norm: 7.2396 2020-07-28 08:21:44,861 - mmaction - INFO - Epoch [162][3620/3757] lr: 2.724e-03, eta: 11:51:20, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5219, top5_acc: 0.7461, loss_cls: 2.1145, loss: 2.1145, grad_norm: 6.8308 2020-07-28 08:21:56,404 - mmaction - INFO - Epoch [162][3640/3757] lr: 2.724e-03, eta: 11:51:07, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.5133, top5_acc: 0.7375, loss_cls: 2.0817, loss: 2.0817, grad_norm: 6.8226 2020-07-28 08:22:07,903 - mmaction - INFO - Epoch [162][3660/3757] lr: 2.724e-03, eta: 11:50:55, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.4938, top5_acc: 0.7125, loss_cls: 2.2532, loss: 2.2532, grad_norm: 6.9121 2020-07-28 08:22:19,393 - mmaction - INFO - Epoch [162][3680/3757] lr: 2.724e-03, eta: 11:50:42, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5242, top5_acc: 0.7398, loss_cls: 2.1332, loss: 2.1332, grad_norm: 7.0044 2020-07-28 08:22:30,814 - mmaction - INFO - Epoch [162][3700/3757] lr: 2.724e-03, eta: 11:50:29, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.5023, top5_acc: 0.7305, loss_cls: 2.1670, loss: 2.1670, grad_norm: 6.9294 2020-07-28 08:22:42,339 - mmaction - INFO - Epoch [162][3720/3757] lr: 2.724e-03, eta: 11:50:16, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5195, top5_acc: 0.7484, loss_cls: 2.0802, loss: 2.0802, grad_norm: 6.8841 2020-07-28 08:22:53,827 - mmaction - INFO - Epoch [162][3740/3757] lr: 2.724e-03, eta: 11:50:04, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5312, top5_acc: 0.7406, loss_cls: 2.1458, loss: 2.1458, grad_norm: 6.8596 2020-07-28 08:27:55,804 - mmaction - INFO - Epoch [163][20/3757] lr: 2.447e-03, eta: 11:50:15, time: 13.489, data_time: 12.717, memory: 5232, top1_acc: 0.4922, top5_acc: 0.7180, loss_cls: 2.2304, loss: 2.2304, grad_norm: 7.2681 2020-07-28 08:28:07,253 - mmaction - INFO - Epoch [163][40/3757] lr: 2.447e-03, eta: 11:50:02, time: 0.572, data_time: 0.007, memory: 5232, top1_acc: 0.5281, top5_acc: 0.7391, loss_cls: 2.0905, loss: 2.0905, grad_norm: 6.7145 2020-07-28 08:28:18,580 - mmaction - INFO - Epoch [163][60/3757] lr: 2.447e-03, eta: 11:49:50, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5188, top5_acc: 0.7391, loss_cls: 2.1234, loss: 2.1234, grad_norm: 6.8903 2020-07-28 08:28:30,076 - mmaction - INFO - Epoch [163][80/3757] lr: 2.447e-03, eta: 11:49:37, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5148, top5_acc: 0.7367, loss_cls: 2.1153, loss: 2.1153, grad_norm: 6.8038 2020-07-28 08:28:41,486 - mmaction - INFO - Epoch [163][100/3757] lr: 2.447e-03, eta: 11:49:24, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5344, top5_acc: 0.7477, loss_cls: 2.0528, loss: 2.0528, grad_norm: 6.7196 2020-07-28 08:28:52,943 - mmaction - INFO - Epoch [163][120/3757] lr: 2.447e-03, eta: 11:49:11, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5188, top5_acc: 0.7453, loss_cls: 2.0953, loss: 2.0953, grad_norm: 6.8447 2020-07-28 08:29:04,334 - mmaction - INFO - Epoch [163][140/3757] lr: 2.447e-03, eta: 11:48:58, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.5367, top5_acc: 0.7477, loss_cls: 2.0508, loss: 2.0508, grad_norm: 6.9948 2020-07-28 08:29:15,900 - mmaction - INFO - Epoch [163][160/3757] lr: 2.447e-03, eta: 11:48:46, time: 0.579, data_time: 0.016, memory: 5232, top1_acc: 0.5203, top5_acc: 0.7461, loss_cls: 2.0718, loss: 2.0718, grad_norm: 7.0421 2020-07-28 08:29:27,182 - mmaction - INFO - Epoch [163][180/3757] lr: 2.447e-03, eta: 11:48:33, time: 0.564, data_time: 0.001, memory: 5232, top1_acc: 0.5203, top5_acc: 0.7531, loss_cls: 2.0464, loss: 2.0464, grad_norm: 6.8226 2020-07-28 08:29:38,547 - mmaction - INFO - Epoch [163][200/3757] lr: 2.447e-03, eta: 11:48:20, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4914, top5_acc: 0.7352, loss_cls: 2.1728, loss: 2.1728, grad_norm: 7.1580 2020-07-28 08:29:49,955 - mmaction - INFO - Epoch [163][220/3757] lr: 2.447e-03, eta: 11:48:07, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5242, top5_acc: 0.7438, loss_cls: 2.1051, loss: 2.1051, grad_norm: 6.9986 2020-07-28 08:30:01,425 - mmaction - INFO - Epoch [163][240/3757] lr: 2.447e-03, eta: 11:47:55, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5195, top5_acc: 0.7555, loss_cls: 2.0884, loss: 2.0884, grad_norm: 7.0105 2020-07-28 08:30:12,985 - mmaction - INFO - Epoch [163][260/3757] lr: 2.447e-03, eta: 11:47:42, time: 0.578, data_time: 0.004, memory: 5232, top1_acc: 0.5211, top5_acc: 0.7445, loss_cls: 2.0937, loss: 2.0937, grad_norm: 6.9334 2020-07-28 08:30:24,426 - mmaction - INFO - Epoch [163][280/3757] lr: 2.447e-03, eta: 11:47:29, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5172, top5_acc: 0.7359, loss_cls: 2.1190, loss: 2.1190, grad_norm: 6.7263 2020-07-28 08:30:35,814 - mmaction - INFO - Epoch [163][300/3757] lr: 2.447e-03, eta: 11:47:16, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.4758, top5_acc: 0.7063, loss_cls: 2.2478, loss: 2.2478, grad_norm: 7.1072 2020-07-28 08:30:47,219 - mmaction - INFO - Epoch [163][320/3757] lr: 2.447e-03, eta: 11:47:04, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5109, top5_acc: 0.7398, loss_cls: 2.0888, loss: 2.0888, grad_norm: 7.0111 2020-07-28 08:30:58,548 - mmaction - INFO - Epoch [163][340/3757] lr: 2.447e-03, eta: 11:46:51, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5219, top5_acc: 0.7492, loss_cls: 2.1143, loss: 2.1143, grad_norm: 6.9559 2020-07-28 08:31:09,985 - mmaction - INFO - Epoch [163][360/3757] lr: 2.447e-03, eta: 11:46:38, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.5227, top5_acc: 0.7469, loss_cls: 2.0941, loss: 2.0941, grad_norm: 6.8675 2020-07-28 08:31:21,401 - mmaction - INFO - Epoch [163][380/3757] lr: 2.447e-03, eta: 11:46:25, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5281, top5_acc: 0.7500, loss_cls: 2.0631, loss: 2.0631, grad_norm: 7.0876 2020-07-28 08:31:32,716 - mmaction - INFO - Epoch [163][400/3757] lr: 2.447e-03, eta: 11:46:12, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5242, top5_acc: 0.7500, loss_cls: 2.0712, loss: 2.0712, grad_norm: 6.9660 2020-07-28 08:31:44,077 - mmaction - INFO - Epoch [163][420/3757] lr: 2.447e-03, eta: 11:46:00, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5125, top5_acc: 0.7445, loss_cls: 2.1542, loss: 2.1542, grad_norm: 7.1005 2020-07-28 08:31:55,896 - mmaction - INFO - Epoch [163][440/3757] lr: 2.447e-03, eta: 11:45:47, time: 0.591, data_time: 0.027, memory: 5232, top1_acc: 0.5203, top5_acc: 0.7281, loss_cls: 2.1511, loss: 2.1511, grad_norm: 6.9397 2020-07-28 08:32:07,267 - mmaction - INFO - Epoch [163][460/3757] lr: 2.447e-03, eta: 11:45:34, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4961, top5_acc: 0.7273, loss_cls: 2.1298, loss: 2.1298, grad_norm: 6.9524 2020-07-28 08:32:18,697 - mmaction - INFO - Epoch [163][480/3757] lr: 2.447e-03, eta: 11:45:21, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5242, top5_acc: 0.7352, loss_cls: 2.0886, loss: 2.0886, grad_norm: 6.7241 2020-07-28 08:32:30,061 - mmaction - INFO - Epoch [163][500/3757] lr: 2.447e-03, eta: 11:45:09, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5352, top5_acc: 0.7547, loss_cls: 1.9949, loss: 1.9949, grad_norm: 6.6719 2020-07-28 08:32:41,445 - mmaction - INFO - Epoch [163][520/3757] lr: 2.447e-03, eta: 11:44:56, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5195, top5_acc: 0.7500, loss_cls: 2.1234, loss: 2.1234, grad_norm: 7.1263 2020-07-28 08:32:52,868 - mmaction - INFO - Epoch [163][540/3757] lr: 2.447e-03, eta: 11:44:43, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5133, top5_acc: 0.7547, loss_cls: 2.0870, loss: 2.0870, grad_norm: 7.0966 2020-07-28 08:33:04,268 - mmaction - INFO - Epoch [163][560/3757] lr: 2.447e-03, eta: 11:44:30, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5180, top5_acc: 0.7578, loss_cls: 2.0643, loss: 2.0643, grad_norm: 7.1771 2020-07-28 08:33:15,683 - mmaction - INFO - Epoch [163][580/3757] lr: 2.447e-03, eta: 11:44:17, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5078, top5_acc: 0.7523, loss_cls: 2.0541, loss: 2.0541, grad_norm: 6.9800 2020-07-28 08:33:27,052 - mmaction - INFO - Epoch [163][600/3757] lr: 2.447e-03, eta: 11:44:05, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.5094, top5_acc: 0.7250, loss_cls: 2.2272, loss: 2.2272, grad_norm: 7.1293 2020-07-28 08:33:38,526 - mmaction - INFO - Epoch [163][620/3757] lr: 2.447e-03, eta: 11:43:52, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5219, top5_acc: 0.7594, loss_cls: 2.0412, loss: 2.0412, grad_norm: 6.8372 2020-07-28 08:33:49,968 - mmaction - INFO - Epoch [163][640/3757] lr: 2.447e-03, eta: 11:43:39, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5234, top5_acc: 0.7391, loss_cls: 2.1241, loss: 2.1241, grad_norm: 7.0229 2020-07-28 08:34:02,528 - mmaction - INFO - Epoch [163][660/3757] lr: 2.447e-03, eta: 11:43:27, time: 0.628, data_time: 0.062, memory: 5232, top1_acc: 0.4977, top5_acc: 0.7320, loss_cls: 2.1774, loss: 2.1774, grad_norm: 7.1911 2020-07-28 08:34:14,010 - mmaction - INFO - Epoch [163][680/3757] lr: 2.447e-03, eta: 11:43:14, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5023, top5_acc: 0.7203, loss_cls: 2.2317, loss: 2.2317, grad_norm: 7.1317 2020-07-28 08:34:25,363 - mmaction - INFO - Epoch [163][700/3757] lr: 2.447e-03, eta: 11:43:01, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5273, top5_acc: 0.7352, loss_cls: 2.1241, loss: 2.1241, grad_norm: 7.0216 2020-07-28 08:34:36,807 - mmaction - INFO - Epoch [163][720/3757] lr: 2.447e-03, eta: 11:42:48, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5266, top5_acc: 0.7461, loss_cls: 2.1319, loss: 2.1319, grad_norm: 7.0983 2020-07-28 08:34:48,159 - mmaction - INFO - Epoch [163][740/3757] lr: 2.447e-03, eta: 11:42:35, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5094, top5_acc: 0.7297, loss_cls: 2.1567, loss: 2.1567, grad_norm: 7.0055 2020-07-28 08:34:59,584 - mmaction - INFO - Epoch [163][760/3757] lr: 2.447e-03, eta: 11:42:23, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5172, top5_acc: 0.7508, loss_cls: 2.1056, loss: 2.1056, grad_norm: 6.9297 2020-07-28 08:35:11,583 - mmaction - INFO - Epoch [163][780/3757] lr: 2.447e-03, eta: 11:42:10, time: 0.600, data_time: 0.039, memory: 5232, top1_acc: 0.5055, top5_acc: 0.7438, loss_cls: 2.1524, loss: 2.1524, grad_norm: 7.2138 2020-07-28 08:35:23,120 - mmaction - INFO - Epoch [163][800/3757] lr: 2.447e-03, eta: 11:41:57, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5203, top5_acc: 0.7414, loss_cls: 2.1387, loss: 2.1387, grad_norm: 6.9371 2020-07-28 08:35:34,508 - mmaction - INFO - Epoch [163][820/3757] lr: 2.447e-03, eta: 11:41:44, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.5195, top5_acc: 0.7516, loss_cls: 2.1532, loss: 2.1532, grad_norm: 7.0897 2020-07-28 08:35:45,906 - mmaction - INFO - Epoch [163][840/3757] lr: 2.447e-03, eta: 11:41:32, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5062, top5_acc: 0.7453, loss_cls: 2.1279, loss: 2.1279, grad_norm: 7.1462 2020-07-28 08:35:57,215 - mmaction - INFO - Epoch [163][860/3757] lr: 2.447e-03, eta: 11:41:19, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.5180, top5_acc: 0.7484, loss_cls: 2.0887, loss: 2.0887, grad_norm: 6.7456 2020-07-28 08:36:08,635 - mmaction - INFO - Epoch [163][880/3757] lr: 2.447e-03, eta: 11:41:06, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5133, top5_acc: 0.7312, loss_cls: 2.1226, loss: 2.1226, grad_norm: 6.7200 2020-07-28 08:36:20,036 - mmaction - INFO - Epoch [163][900/3757] lr: 2.447e-03, eta: 11:40:53, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5047, top5_acc: 0.7391, loss_cls: 2.1630, loss: 2.1630, grad_norm: 6.9923 2020-07-28 08:36:31,651 - mmaction - INFO - Epoch [163][920/3757] lr: 2.447e-03, eta: 11:40:41, time: 0.581, data_time: 0.019, memory: 5232, top1_acc: 0.5289, top5_acc: 0.7414, loss_cls: 2.1437, loss: 2.1437, grad_norm: 7.0519 2020-07-28 08:36:43,229 - mmaction - INFO - Epoch [163][940/3757] lr: 2.447e-03, eta: 11:40:28, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.5141, top5_acc: 0.7375, loss_cls: 2.1386, loss: 2.1386, grad_norm: 6.8292 2020-07-28 08:36:54,602 - mmaction - INFO - Epoch [163][960/3757] lr: 2.447e-03, eta: 11:40:15, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4945, top5_acc: 0.7297, loss_cls: 2.1734, loss: 2.1734, grad_norm: 6.8489 2020-07-28 08:37:06,543 - mmaction - INFO - Epoch [163][980/3757] lr: 2.447e-03, eta: 11:40:02, time: 0.597, data_time: 0.035, memory: 5232, top1_acc: 0.5141, top5_acc: 0.7484, loss_cls: 2.0820, loss: 2.0820, grad_norm: 6.8757 2020-07-28 08:37:17,996 - mmaction - INFO - Epoch [163][1000/3757] lr: 2.447e-03, eta: 11:39:50, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5484, top5_acc: 0.7547, loss_cls: 1.9923, loss: 1.9923, grad_norm: 6.7558 2020-07-28 08:37:29,423 - mmaction - INFO - Epoch [163][1020/3757] lr: 2.447e-03, eta: 11:39:37, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5312, top5_acc: 0.7500, loss_cls: 2.0627, loss: 2.0627, grad_norm: 6.7966 2020-07-28 08:37:40,907 - mmaction - INFO - Epoch [163][1040/3757] lr: 2.447e-03, eta: 11:39:24, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5219, top5_acc: 0.7273, loss_cls: 2.1263, loss: 2.1263, grad_norm: 7.0283 2020-07-28 08:37:52,286 - mmaction - INFO - Epoch [163][1060/3757] lr: 2.447e-03, eta: 11:39:11, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5094, top5_acc: 0.7188, loss_cls: 2.1671, loss: 2.1671, grad_norm: 7.0895 2020-07-28 08:38:03,661 - mmaction - INFO - Epoch [163][1080/3757] lr: 2.447e-03, eta: 11:38:59, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5055, top5_acc: 0.7320, loss_cls: 2.1679, loss: 2.1679, grad_norm: 7.3092 2020-07-28 08:38:15,006 - mmaction - INFO - Epoch [163][1100/3757] lr: 2.447e-03, eta: 11:38:46, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5172, top5_acc: 0.7492, loss_cls: 2.0839, loss: 2.0839, grad_norm: 7.1459 2020-07-28 08:38:26,518 - mmaction - INFO - Epoch [163][1120/3757] lr: 2.447e-03, eta: 11:38:33, time: 0.575, data_time: 0.012, memory: 5232, top1_acc: 0.5172, top5_acc: 0.7375, loss_cls: 2.1152, loss: 2.1152, grad_norm: 7.1656 2020-07-28 08:38:37,875 - mmaction - INFO - Epoch [163][1140/3757] lr: 2.447e-03, eta: 11:38:20, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5039, top5_acc: 0.7445, loss_cls: 2.1401, loss: 2.1401, grad_norm: 7.0367 2020-07-28 08:38:49,293 - mmaction - INFO - Epoch [163][1160/3757] lr: 2.447e-03, eta: 11:38:07, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5266, top5_acc: 0.7555, loss_cls: 2.0218, loss: 2.0218, grad_norm: 6.9796 2020-07-28 08:39:00,747 - mmaction - INFO - Epoch [163][1180/3757] lr: 2.447e-03, eta: 11:37:55, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5094, top5_acc: 0.7375, loss_cls: 2.1458, loss: 2.1458, grad_norm: 7.1374 2020-07-28 08:39:12,179 - mmaction - INFO - Epoch [163][1200/3757] lr: 2.447e-03, eta: 11:37:42, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.5133, top5_acc: 0.7359, loss_cls: 2.1622, loss: 2.1622, grad_norm: 6.9836 2020-07-28 08:39:23,514 - mmaction - INFO - Epoch [163][1220/3757] lr: 2.447e-03, eta: 11:37:29, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5352, top5_acc: 0.7438, loss_cls: 2.0747, loss: 2.0747, grad_norm: 6.8923 2020-07-28 08:39:34,924 - mmaction - INFO - Epoch [163][1240/3757] lr: 2.447e-03, eta: 11:37:16, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5305, top5_acc: 0.7484, loss_cls: 2.0528, loss: 2.0528, grad_norm: 6.8649 2020-07-28 08:39:46,341 - mmaction - INFO - Epoch [163][1260/3757] lr: 2.447e-03, eta: 11:37:04, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5008, top5_acc: 0.7141, loss_cls: 2.2047, loss: 2.2047, grad_norm: 7.1378 2020-07-28 08:39:57,796 - mmaction - INFO - Epoch [163][1280/3757] lr: 2.447e-03, eta: 11:36:51, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5117, top5_acc: 0.7211, loss_cls: 2.1314, loss: 2.1314, grad_norm: 6.9410 2020-07-28 08:40:09,192 - mmaction - INFO - Epoch [163][1300/3757] lr: 2.447e-03, eta: 11:36:38, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5133, top5_acc: 0.7414, loss_cls: 2.0843, loss: 2.0843, grad_norm: 6.8005 2020-07-28 08:40:20,589 - mmaction - INFO - Epoch [163][1320/3757] lr: 2.447e-03, eta: 11:36:25, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5180, top5_acc: 0.7312, loss_cls: 2.1256, loss: 2.1256, grad_norm: 7.0601 2020-07-28 08:40:32,066 - mmaction - INFO - Epoch [163][1340/3757] lr: 2.447e-03, eta: 11:36:13, time: 0.574, data_time: 0.011, memory: 5232, top1_acc: 0.5203, top5_acc: 0.7547, loss_cls: 2.0593, loss: 2.0593, grad_norm: 7.0157 2020-07-28 08:40:43,528 - mmaction - INFO - Epoch [163][1360/3757] lr: 2.447e-03, eta: 11:36:00, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5141, top5_acc: 0.7258, loss_cls: 2.2329, loss: 2.2329, grad_norm: 6.9830 2020-07-28 08:40:55,010 - mmaction - INFO - Epoch [163][1380/3757] lr: 2.447e-03, eta: 11:35:47, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5266, top5_acc: 0.7453, loss_cls: 2.0962, loss: 2.0962, grad_norm: 7.0116 2020-07-28 08:41:06,477 - mmaction - INFO - Epoch [163][1400/3757] lr: 2.447e-03, eta: 11:35:34, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5453, top5_acc: 0.7461, loss_cls: 2.0478, loss: 2.0478, grad_norm: 7.0088 2020-07-28 08:41:17,879 - mmaction - INFO - Epoch [163][1420/3757] lr: 2.447e-03, eta: 11:35:22, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5188, top5_acc: 0.7281, loss_cls: 2.1546, loss: 2.1546, grad_norm: 7.2198 2020-07-28 08:41:29,190 - mmaction - INFO - Epoch [163][1440/3757] lr: 2.447e-03, eta: 11:35:09, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.5008, top5_acc: 0.7297, loss_cls: 2.1812, loss: 2.1812, grad_norm: 6.8977 2020-07-28 08:41:40,667 - mmaction - INFO - Epoch [163][1460/3757] lr: 2.447e-03, eta: 11:34:56, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5281, top5_acc: 0.7570, loss_cls: 2.0532, loss: 2.0532, grad_norm: 7.0376 2020-07-28 08:41:52,106 - mmaction - INFO - Epoch [163][1480/3757] lr: 2.447e-03, eta: 11:34:43, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5008, top5_acc: 0.7445, loss_cls: 2.1299, loss: 2.1299, grad_norm: 7.0617 2020-07-28 08:42:03,595 - mmaction - INFO - Epoch [163][1500/3757] lr: 2.447e-03, eta: 11:34:30, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5227, top5_acc: 0.7516, loss_cls: 2.0687, loss: 2.0687, grad_norm: 7.0245 2020-07-28 08:42:15,097 - mmaction - INFO - Epoch [163][1520/3757] lr: 2.447e-03, eta: 11:34:18, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5250, top5_acc: 0.7594, loss_cls: 2.0100, loss: 2.0100, grad_norm: 6.9193 2020-07-28 08:42:26,568 - mmaction - INFO - Epoch [163][1540/3757] lr: 2.447e-03, eta: 11:34:05, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5578, top5_acc: 0.7539, loss_cls: 2.0186, loss: 2.0186, grad_norm: 6.7471 2020-07-28 08:42:38,006 - mmaction - INFO - Epoch [163][1560/3757] lr: 2.447e-03, eta: 11:33:52, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5375, top5_acc: 0.7656, loss_cls: 2.0628, loss: 2.0628, grad_norm: 7.0457 2020-07-28 08:42:49,447 - mmaction - INFO - Epoch [163][1580/3757] lr: 2.447e-03, eta: 11:33:39, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.4984, top5_acc: 0.7336, loss_cls: 2.1843, loss: 2.1843, grad_norm: 7.1444 2020-07-28 08:43:00,854 - mmaction - INFO - Epoch [163][1600/3757] lr: 2.447e-03, eta: 11:33:27, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5305, top5_acc: 0.7453, loss_cls: 2.0253, loss: 2.0253, grad_norm: 6.7539 2020-07-28 08:43:12,537 - mmaction - INFO - Epoch [163][1620/3757] lr: 2.447e-03, eta: 11:33:14, time: 0.585, data_time: 0.021, memory: 5232, top1_acc: 0.5055, top5_acc: 0.7320, loss_cls: 2.2026, loss: 2.2026, grad_norm: 7.1774 2020-07-28 08:43:23,907 - mmaction - INFO - Epoch [163][1640/3757] lr: 2.447e-03, eta: 11:33:01, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4922, top5_acc: 0.7273, loss_cls: 2.1428, loss: 2.1428, grad_norm: 6.8914 2020-07-28 08:43:35,347 - mmaction - INFO - Epoch [163][1660/3757] lr: 2.447e-03, eta: 11:32:48, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4922, top5_acc: 0.7258, loss_cls: 2.2194, loss: 2.2194, grad_norm: 7.2775 2020-07-28 08:43:47,491 - mmaction - INFO - Epoch [163][1680/3757] lr: 2.447e-03, eta: 11:32:36, time: 0.607, data_time: 0.043, memory: 5232, top1_acc: 0.5539, top5_acc: 0.7539, loss_cls: 1.9786, loss: 1.9786, grad_norm: 6.8408 2020-07-28 08:43:58,850 - mmaction - INFO - Epoch [163][1700/3757] lr: 2.447e-03, eta: 11:32:23, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.5078, top5_acc: 0.7492, loss_cls: 2.0880, loss: 2.0880, grad_norm: 7.0146 2020-07-28 08:44:10,273 - mmaction - INFO - Epoch [163][1720/3757] lr: 2.447e-03, eta: 11:32:10, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5289, top5_acc: 0.7516, loss_cls: 2.0382, loss: 2.0382, grad_norm: 6.8963 2020-07-28 08:44:21,796 - mmaction - INFO - Epoch [163][1740/3757] lr: 2.447e-03, eta: 11:31:57, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.5250, top5_acc: 0.7508, loss_cls: 2.0495, loss: 2.0495, grad_norm: 7.2265 2020-07-28 08:44:33,249 - mmaction - INFO - Epoch [163][1760/3757] lr: 2.447e-03, eta: 11:31:45, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5578, top5_acc: 0.7672, loss_cls: 1.9893, loss: 1.9893, grad_norm: 6.8938 2020-07-28 08:44:44,704 - mmaction - INFO - Epoch [163][1780/3757] lr: 2.447e-03, eta: 11:31:32, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5047, top5_acc: 0.7477, loss_cls: 2.0841, loss: 2.0841, grad_norm: 7.0659 2020-07-28 08:44:56,066 - mmaction - INFO - Epoch [163][1800/3757] lr: 2.447e-03, eta: 11:31:19, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5352, top5_acc: 0.7594, loss_cls: 1.9570, loss: 1.9570, grad_norm: 6.6552 2020-07-28 08:45:07,517 - mmaction - INFO - Epoch [163][1820/3757] lr: 2.447e-03, eta: 11:31:06, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5164, top5_acc: 0.7453, loss_cls: 2.0722, loss: 2.0722, grad_norm: 7.0896 2020-07-28 08:45:18,975 - mmaction - INFO - Epoch [163][1840/3757] lr: 2.447e-03, eta: 11:30:54, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5164, top5_acc: 0.7453, loss_cls: 2.1211, loss: 2.1211, grad_norm: 7.3788 2020-07-28 08:45:30,455 - mmaction - INFO - Epoch [163][1860/3757] lr: 2.447e-03, eta: 11:30:41, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5195, top5_acc: 0.7234, loss_cls: 2.1653, loss: 2.1653, grad_norm: 7.0085 2020-07-28 08:45:41,897 - mmaction - INFO - Epoch [163][1880/3757] lr: 2.447e-03, eta: 11:30:28, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5102, top5_acc: 0.7273, loss_cls: 2.1745, loss: 2.1745, grad_norm: 7.2567 2020-07-28 08:45:53,361 - mmaction - INFO - Epoch [163][1900/3757] lr: 2.447e-03, eta: 11:30:15, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5227, top5_acc: 0.7406, loss_cls: 2.0743, loss: 2.0743, grad_norm: 6.9395 2020-07-28 08:46:04,812 - mmaction - INFO - Epoch [163][1920/3757] lr: 2.447e-03, eta: 11:30:03, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5336, top5_acc: 0.7438, loss_cls: 2.0323, loss: 2.0323, grad_norm: 6.8266 2020-07-28 08:46:16,249 - mmaction - INFO - Epoch [163][1940/3757] lr: 2.447e-03, eta: 11:29:50, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5391, top5_acc: 0.7664, loss_cls: 1.9767, loss: 1.9767, grad_norm: 6.9581 2020-07-28 08:46:32,749 - mmaction - INFO - Epoch [163][1960/3757] lr: 2.447e-03, eta: 11:29:38, time: 0.825, data_time: 0.250, memory: 5232, top1_acc: 0.5359, top5_acc: 0.7430, loss_cls: 2.0865, loss: 2.0865, grad_norm: 6.8273 2020-07-28 08:46:44,476 - mmaction - INFO - Epoch [163][1980/3757] lr: 2.447e-03, eta: 11:29:25, time: 0.586, data_time: 0.017, memory: 5232, top1_acc: 0.4906, top5_acc: 0.7211, loss_cls: 2.2201, loss: 2.2201, grad_norm: 7.2923 2020-07-28 08:46:56,311 - mmaction - INFO - Epoch [163][2000/3757] lr: 2.447e-03, eta: 11:29:12, time: 0.592, data_time: 0.024, memory: 5232, top1_acc: 0.5023, top5_acc: 0.7258, loss_cls: 2.2046, loss: 2.2046, grad_norm: 7.2965 2020-07-28 08:47:07,942 - mmaction - INFO - Epoch [163][2020/3757] lr: 2.447e-03, eta: 11:29:00, time: 0.582, data_time: 0.012, memory: 5232, top1_acc: 0.5062, top5_acc: 0.7328, loss_cls: 2.1834, loss: 2.1834, grad_norm: 7.1382 2020-07-28 08:47:19,737 - mmaction - INFO - Epoch [163][2040/3757] lr: 2.447e-03, eta: 11:28:47, time: 0.590, data_time: 0.023, memory: 5232, top1_acc: 0.5250, top5_acc: 0.7555, loss_cls: 2.1367, loss: 2.1367, grad_norm: 7.1237 2020-07-28 08:47:31,506 - mmaction - INFO - Epoch [163][2060/3757] lr: 2.447e-03, eta: 11:28:34, time: 0.588, data_time: 0.015, memory: 5232, top1_acc: 0.5086, top5_acc: 0.7375, loss_cls: 2.0980, loss: 2.0980, grad_norm: 6.9154 2020-07-28 08:47:42,867 - mmaction - INFO - Epoch [163][2080/3757] lr: 2.447e-03, eta: 11:28:21, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5094, top5_acc: 0.7242, loss_cls: 2.1570, loss: 2.1570, grad_norm: 7.1685 2020-07-28 08:47:54,437 - mmaction - INFO - Epoch [163][2100/3757] lr: 2.447e-03, eta: 11:28:09, time: 0.578, data_time: 0.015, memory: 5232, top1_acc: 0.5039, top5_acc: 0.7562, loss_cls: 2.0677, loss: 2.0677, grad_norm: 7.1505 2020-07-28 08:48:05,889 - mmaction - INFO - Epoch [163][2120/3757] lr: 2.447e-03, eta: 11:27:56, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5500, top5_acc: 0.7570, loss_cls: 2.0098, loss: 2.0098, grad_norm: 6.8190 2020-07-28 08:48:21,189 - mmaction - INFO - Epoch [163][2140/3757] lr: 2.447e-03, eta: 11:27:44, time: 0.764, data_time: 0.154, memory: 5232, top1_acc: 0.5289, top5_acc: 0.7547, loss_cls: 2.0618, loss: 2.0618, grad_norm: 7.0300 2020-07-28 08:48:33,017 - mmaction - INFO - Epoch [163][2160/3757] lr: 2.447e-03, eta: 11:27:31, time: 0.592, data_time: 0.026, memory: 5232, top1_acc: 0.5086, top5_acc: 0.7344, loss_cls: 2.1710, loss: 2.1710, grad_norm: 7.3270 2020-07-28 08:48:44,726 - mmaction - INFO - Epoch [163][2180/3757] lr: 2.447e-03, eta: 11:27:18, time: 0.585, data_time: 0.012, memory: 5232, top1_acc: 0.5117, top5_acc: 0.7484, loss_cls: 2.1093, loss: 2.1093, grad_norm: 7.1453 2020-07-28 08:48:56,610 - mmaction - INFO - Epoch [163][2200/3757] lr: 2.447e-03, eta: 11:27:05, time: 0.594, data_time: 0.024, memory: 5232, top1_acc: 0.5180, top5_acc: 0.7336, loss_cls: 2.1839, loss: 2.1839, grad_norm: 7.0985 2020-07-28 08:49:08,301 - mmaction - INFO - Epoch [163][2220/3757] lr: 2.447e-03, eta: 11:26:53, time: 0.585, data_time: 0.017, memory: 5232, top1_acc: 0.5078, top5_acc: 0.7297, loss_cls: 2.1775, loss: 2.1775, grad_norm: 7.2056 2020-07-28 08:49:20,094 - mmaction - INFO - Epoch [163][2240/3757] lr: 2.447e-03, eta: 11:26:40, time: 0.589, data_time: 0.021, memory: 5232, top1_acc: 0.5328, top5_acc: 0.7484, loss_cls: 2.0661, loss: 2.0661, grad_norm: 6.9977 2020-07-28 08:49:31,623 - mmaction - INFO - Epoch [163][2260/3757] lr: 2.447e-03, eta: 11:26:27, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.5125, top5_acc: 0.7570, loss_cls: 2.0450, loss: 2.0450, grad_norm: 6.8999 2020-07-28 08:49:43,425 - mmaction - INFO - Epoch [163][2280/3757] lr: 2.447e-03, eta: 11:26:15, time: 0.590, data_time: 0.022, memory: 5232, top1_acc: 0.5508, top5_acc: 0.7742, loss_cls: 1.9724, loss: 1.9724, grad_norm: 7.0655 2020-07-28 08:49:55,094 - mmaction - INFO - Epoch [163][2300/3757] lr: 2.447e-03, eta: 11:26:02, time: 0.584, data_time: 0.019, memory: 5232, top1_acc: 0.5344, top5_acc: 0.7445, loss_cls: 2.0907, loss: 2.0907, grad_norm: 7.2861 2020-07-28 08:50:06,890 - mmaction - INFO - Epoch [163][2320/3757] lr: 2.447e-03, eta: 11:25:49, time: 0.589, data_time: 0.025, memory: 5232, top1_acc: 0.5242, top5_acc: 0.7523, loss_cls: 2.0563, loss: 2.0563, grad_norm: 7.2720 2020-07-28 08:50:18,621 - mmaction - INFO - Epoch [163][2340/3757] lr: 2.447e-03, eta: 11:25:36, time: 0.587, data_time: 0.014, memory: 5232, top1_acc: 0.5094, top5_acc: 0.7328, loss_cls: 2.2047, loss: 2.2047, grad_norm: 7.2901 2020-07-28 08:50:30,383 - mmaction - INFO - Epoch [163][2360/3757] lr: 2.447e-03, eta: 11:25:24, time: 0.588, data_time: 0.024, memory: 5232, top1_acc: 0.5008, top5_acc: 0.7234, loss_cls: 2.2037, loss: 2.2037, grad_norm: 7.0215 2020-07-28 08:50:42,082 - mmaction - INFO - Epoch [163][2380/3757] lr: 2.447e-03, eta: 11:25:11, time: 0.585, data_time: 0.018, memory: 5232, top1_acc: 0.5109, top5_acc: 0.7219, loss_cls: 2.1269, loss: 2.1269, grad_norm: 7.1785 2020-07-28 08:50:53,525 - mmaction - INFO - Epoch [163][2400/3757] lr: 2.447e-03, eta: 11:24:58, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5008, top5_acc: 0.7250, loss_cls: 2.1438, loss: 2.1438, grad_norm: 7.1302 2020-07-28 08:51:04,938 - mmaction - INFO - Epoch [163][2420/3757] lr: 2.447e-03, eta: 11:24:45, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.5156, top5_acc: 0.7367, loss_cls: 2.1170, loss: 2.1170, grad_norm: 7.0759 2020-07-28 08:51:20,637 - mmaction - INFO - Epoch [163][2440/3757] lr: 2.447e-03, eta: 11:24:33, time: 0.785, data_time: 0.166, memory: 5232, top1_acc: 0.5430, top5_acc: 0.7602, loss_cls: 2.0418, loss: 2.0418, grad_norm: 6.8772 2020-07-28 08:51:36,831 - mmaction - INFO - Epoch [163][2460/3757] lr: 2.447e-03, eta: 11:24:21, time: 0.810, data_time: 0.246, memory: 5232, top1_acc: 0.5039, top5_acc: 0.7258, loss_cls: 2.1854, loss: 2.1854, grad_norm: 7.0956 2020-07-28 08:51:48,594 - mmaction - INFO - Epoch [163][2480/3757] lr: 2.447e-03, eta: 11:24:08, time: 0.588, data_time: 0.016, memory: 5232, top1_acc: 0.5047, top5_acc: 0.7227, loss_cls: 2.1879, loss: 2.1879, grad_norm: 7.0272 2020-07-28 08:52:00,398 - mmaction - INFO - Epoch [163][2500/3757] lr: 2.447e-03, eta: 11:23:56, time: 0.590, data_time: 0.024, memory: 5232, top1_acc: 0.5383, top5_acc: 0.7391, loss_cls: 2.0682, loss: 2.0682, grad_norm: 6.8013 2020-07-28 08:52:12,226 - mmaction - INFO - Epoch [163][2520/3757] lr: 2.447e-03, eta: 11:23:43, time: 0.592, data_time: 0.027, memory: 5232, top1_acc: 0.4945, top5_acc: 0.7211, loss_cls: 2.2505, loss: 2.2505, grad_norm: 7.1403 2020-07-28 08:52:23,942 - mmaction - INFO - Epoch [163][2540/3757] lr: 2.447e-03, eta: 11:23:30, time: 0.586, data_time: 0.022, memory: 5232, top1_acc: 0.5453, top5_acc: 0.7523, loss_cls: 1.9961, loss: 1.9961, grad_norm: 6.8607 2020-07-28 08:52:35,602 - mmaction - INFO - Epoch [163][2560/3757] lr: 2.447e-03, eta: 11:23:18, time: 0.582, data_time: 0.017, memory: 5232, top1_acc: 0.5320, top5_acc: 0.7305, loss_cls: 2.0920, loss: 2.0920, grad_norm: 6.9074 2020-07-28 08:52:47,003 - mmaction - INFO - Epoch [163][2580/3757] lr: 2.447e-03, eta: 11:23:05, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.5062, top5_acc: 0.7289, loss_cls: 2.1840, loss: 2.1840, grad_norm: 7.1999 2020-07-28 08:52:58,381 - mmaction - INFO - Epoch [163][2600/3757] lr: 2.447e-03, eta: 11:22:52, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5453, top5_acc: 0.7633, loss_cls: 2.0065, loss: 2.0065, grad_norm: 7.1794 2020-07-28 08:53:09,902 - mmaction - INFO - Epoch [163][2620/3757] lr: 2.447e-03, eta: 11:22:39, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.4969, top5_acc: 0.7312, loss_cls: 2.1449, loss: 2.1449, grad_norm: 7.2805 2020-07-28 08:53:21,469 - mmaction - INFO - Epoch [163][2640/3757] lr: 2.447e-03, eta: 11:22:27, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.5398, top5_acc: 0.7625, loss_cls: 2.0334, loss: 2.0334, grad_norm: 6.9227 2020-07-28 08:53:32,712 - mmaction - INFO - Epoch [163][2660/3757] lr: 2.447e-03, eta: 11:22:14, time: 0.562, data_time: 0.001, memory: 5232, top1_acc: 0.5219, top5_acc: 0.7430, loss_cls: 2.0751, loss: 2.0751, grad_norm: 7.0388 2020-07-28 08:53:44,150 - mmaction - INFO - Epoch [163][2680/3757] lr: 2.447e-03, eta: 11:22:01, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.5312, top5_acc: 0.7359, loss_cls: 2.0903, loss: 2.0903, grad_norm: 7.2295 2020-07-28 08:53:56,632 - mmaction - INFO - Epoch [163][2700/3757] lr: 2.447e-03, eta: 11:21:48, time: 0.624, data_time: 0.060, memory: 5232, top1_acc: 0.5234, top5_acc: 0.7445, loss_cls: 2.1213, loss: 2.1213, grad_norm: 7.0872 2020-07-28 08:54:08,129 - mmaction - INFO - Epoch [163][2720/3757] lr: 2.447e-03, eta: 11:21:36, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5406, top5_acc: 0.7656, loss_cls: 2.0540, loss: 2.0540, grad_norm: 6.9936 2020-07-28 08:54:19,522 - mmaction - INFO - Epoch [163][2740/3757] lr: 2.447e-03, eta: 11:21:23, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5172, top5_acc: 0.7336, loss_cls: 2.1459, loss: 2.1459, grad_norm: 7.0834 2020-07-28 08:54:30,957 - mmaction - INFO - Epoch [163][2760/3757] lr: 2.447e-03, eta: 11:21:10, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5203, top5_acc: 0.7469, loss_cls: 2.0361, loss: 2.0361, grad_norm: 7.0158 2020-07-28 08:54:42,491 - mmaction - INFO - Epoch [163][2780/3757] lr: 2.447e-03, eta: 11:20:57, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.5031, top5_acc: 0.7406, loss_cls: 2.1503, loss: 2.1503, grad_norm: 7.2474 2020-07-28 08:54:54,306 - mmaction - INFO - Epoch [163][2800/3757] lr: 2.447e-03, eta: 11:20:45, time: 0.590, data_time: 0.023, memory: 5232, top1_acc: 0.5328, top5_acc: 0.7508, loss_cls: 2.0435, loss: 2.0435, grad_norm: 7.0085 2020-07-28 08:55:05,908 - mmaction - INFO - Epoch [163][2820/3757] lr: 2.447e-03, eta: 11:20:32, time: 0.580, data_time: 0.004, memory: 5232, top1_acc: 0.4984, top5_acc: 0.7227, loss_cls: 2.2416, loss: 2.2416, grad_norm: 7.3631 2020-07-28 08:55:17,337 - mmaction - INFO - Epoch [163][2840/3757] lr: 2.447e-03, eta: 11:20:19, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.5133, top5_acc: 0.7289, loss_cls: 2.1276, loss: 2.1276, grad_norm: 7.3315 2020-07-28 08:55:28,765 - mmaction - INFO - Epoch [163][2860/3757] lr: 2.447e-03, eta: 11:20:06, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5102, top5_acc: 0.7359, loss_cls: 2.1549, loss: 2.1549, grad_norm: 7.4778 2020-07-28 08:55:40,195 - mmaction - INFO - Epoch [163][2880/3757] lr: 2.447e-03, eta: 11:19:54, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5086, top5_acc: 0.7367, loss_cls: 2.0982, loss: 2.0982, grad_norm: 7.2796 2020-07-28 08:55:51,932 - mmaction - INFO - Epoch [163][2900/3757] lr: 2.447e-03, eta: 11:19:41, time: 0.586, data_time: 0.017, memory: 5232, top1_acc: 0.5281, top5_acc: 0.7562, loss_cls: 2.0643, loss: 2.0643, grad_norm: 7.2708 2020-07-28 08:56:03,726 - mmaction - INFO - Epoch [163][2920/3757] lr: 2.447e-03, eta: 11:19:28, time: 0.590, data_time: 0.024, memory: 5232, top1_acc: 0.5172, top5_acc: 0.7398, loss_cls: 2.1524, loss: 2.1524, grad_norm: 7.2121 2020-07-28 08:56:15,526 - mmaction - INFO - Epoch [163][2940/3757] lr: 2.447e-03, eta: 11:19:16, time: 0.590, data_time: 0.019, memory: 5232, top1_acc: 0.5094, top5_acc: 0.7320, loss_cls: 2.1549, loss: 2.1549, grad_norm: 7.0203 2020-07-28 08:56:27,289 - mmaction - INFO - Epoch [163][2960/3757] lr: 2.447e-03, eta: 11:19:03, time: 0.588, data_time: 0.023, memory: 5232, top1_acc: 0.5156, top5_acc: 0.7281, loss_cls: 2.1360, loss: 2.1360, grad_norm: 7.0943 2020-07-28 08:56:39,082 - mmaction - INFO - Epoch [163][2980/3757] lr: 2.447e-03, eta: 11:18:50, time: 0.590, data_time: 0.017, memory: 5232, top1_acc: 0.5125, top5_acc: 0.7391, loss_cls: 2.1219, loss: 2.1219, grad_norm: 7.1699 2020-07-28 08:56:50,602 - mmaction - INFO - Epoch [163][3000/3757] lr: 2.447e-03, eta: 11:18:37, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5180, top5_acc: 0.7484, loss_cls: 2.0984, loss: 2.0984, grad_norm: 7.1040 2020-07-28 08:57:02,066 - mmaction - INFO - Epoch [163][3020/3757] lr: 2.447e-03, eta: 11:18:25, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5344, top5_acc: 0.7406, loss_cls: 2.0697, loss: 2.0697, grad_norm: 6.9719 2020-07-28 08:57:18,369 - mmaction - INFO - Epoch [163][3040/3757] lr: 2.447e-03, eta: 11:18:12, time: 0.815, data_time: 0.226, memory: 5232, top1_acc: 0.5211, top5_acc: 0.7289, loss_cls: 2.1460, loss: 2.1460, grad_norm: 7.2650 2020-07-28 08:57:30,209 - mmaction - INFO - Epoch [163][3060/3757] lr: 2.447e-03, eta: 11:18:00, time: 0.592, data_time: 0.018, memory: 5232, top1_acc: 0.5281, top5_acc: 0.7477, loss_cls: 2.0311, loss: 2.0311, grad_norm: 7.3509 2020-07-28 08:57:42,039 - mmaction - INFO - Epoch [163][3080/3757] lr: 2.447e-03, eta: 11:17:47, time: 0.592, data_time: 0.023, memory: 5232, top1_acc: 0.5117, top5_acc: 0.7422, loss_cls: 2.1083, loss: 2.1083, grad_norm: 7.2678 2020-07-28 08:57:53,870 - mmaction - INFO - Epoch [163][3100/3757] lr: 2.447e-03, eta: 11:17:34, time: 0.591, data_time: 0.016, memory: 5232, top1_acc: 0.5172, top5_acc: 0.7398, loss_cls: 2.1420, loss: 2.1420, grad_norm: 7.1171 2020-07-28 08:58:05,718 - mmaction - INFO - Epoch [163][3120/3757] lr: 2.447e-03, eta: 11:17:22, time: 0.592, data_time: 0.025, memory: 5232, top1_acc: 0.5023, top5_acc: 0.7305, loss_cls: 2.1569, loss: 2.1569, grad_norm: 7.0483 2020-07-28 08:58:17,512 - mmaction - INFO - Epoch [163][3140/3757] lr: 2.447e-03, eta: 11:17:09, time: 0.590, data_time: 0.026, memory: 5232, top1_acc: 0.5273, top5_acc: 0.7570, loss_cls: 2.0157, loss: 2.0157, grad_norm: 6.9779 2020-07-28 08:58:28,998 - mmaction - INFO - Epoch [163][3160/3757] lr: 2.447e-03, eta: 11:16:56, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5125, top5_acc: 0.7281, loss_cls: 2.1970, loss: 2.1970, grad_norm: 7.3172 2020-07-28 08:58:40,393 - mmaction - INFO - Epoch [163][3180/3757] lr: 2.447e-03, eta: 11:16:43, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5367, top5_acc: 0.7602, loss_cls: 2.0734, loss: 2.0734, grad_norm: 6.9193 2020-07-28 08:58:52,134 - mmaction - INFO - Epoch [163][3200/3757] lr: 2.447e-03, eta: 11:16:31, time: 0.587, data_time: 0.012, memory: 5232, top1_acc: 0.5242, top5_acc: 0.7359, loss_cls: 2.0971, loss: 2.0971, grad_norm: 7.0694 2020-07-28 08:59:03,928 - mmaction - INFO - Epoch [163][3220/3757] lr: 2.447e-03, eta: 11:16:18, time: 0.589, data_time: 0.021, memory: 5232, top1_acc: 0.5234, top5_acc: 0.7562, loss_cls: 2.0383, loss: 2.0383, grad_norm: 7.1498 2020-07-28 08:59:15,744 - mmaction - INFO - Epoch [163][3240/3757] lr: 2.447e-03, eta: 11:16:05, time: 0.591, data_time: 0.017, memory: 5232, top1_acc: 0.5320, top5_acc: 0.7500, loss_cls: 2.0452, loss: 2.0452, grad_norm: 7.0253 2020-07-28 08:59:27,553 - mmaction - INFO - Epoch [163][3260/3757] lr: 2.447e-03, eta: 11:15:53, time: 0.590, data_time: 0.025, memory: 5232, top1_acc: 0.5203, top5_acc: 0.7516, loss_cls: 2.0620, loss: 2.0620, grad_norm: 7.1340 2020-07-28 08:59:39,258 - mmaction - INFO - Epoch [163][3280/3757] lr: 2.447e-03, eta: 11:15:40, time: 0.586, data_time: 0.014, memory: 5232, top1_acc: 0.5227, top5_acc: 0.7539, loss_cls: 2.0852, loss: 2.0852, grad_norm: 6.9218 2020-07-28 08:59:51,014 - mmaction - INFO - Epoch [163][3300/3757] lr: 2.447e-03, eta: 11:15:27, time: 0.588, data_time: 0.024, memory: 5232, top1_acc: 0.5141, top5_acc: 0.7555, loss_cls: 2.1054, loss: 2.1054, grad_norm: 7.3420 2020-07-28 09:00:12,293 - mmaction - INFO - Epoch [163][3320/3757] lr: 2.447e-03, eta: 11:15:16, time: 1.052, data_time: 0.017, memory: 5232, top1_acc: 0.5320, top5_acc: 0.7641, loss_cls: 1.9649, loss: 1.9649, grad_norm: 6.7195 2020-07-28 09:00:24,027 - mmaction - INFO - Epoch [163][3340/3757] lr: 2.447e-03, eta: 11:15:03, time: 0.598, data_time: 0.018, memory: 5232, top1_acc: 0.5320, top5_acc: 0.7359, loss_cls: 2.0912, loss: 2.0912, grad_norm: 7.0205 2020-07-28 09:00:35,864 - mmaction - INFO - Epoch [163][3360/3757] lr: 2.447e-03, eta: 11:14:50, time: 0.593, data_time: 0.014, memory: 5232, top1_acc: 0.5359, top5_acc: 0.7430, loss_cls: 2.1023, loss: 2.1023, grad_norm: 7.0309 2020-07-28 09:00:47,672 - mmaction - INFO - Epoch [163][3380/3757] lr: 2.447e-03, eta: 11:14:38, time: 0.590, data_time: 0.023, memory: 5232, top1_acc: 0.5141, top5_acc: 0.7305, loss_cls: 2.1722, loss: 2.1722, grad_norm: 7.0116 2020-07-28 09:00:59,378 - mmaction - INFO - Epoch [163][3400/3757] lr: 2.447e-03, eta: 11:14:25, time: 0.585, data_time: 0.014, memory: 5232, top1_acc: 0.5172, top5_acc: 0.7438, loss_cls: 2.0740, loss: 2.0740, grad_norm: 6.8210 2020-07-28 09:01:11,161 - mmaction - INFO - Epoch [163][3420/3757] lr: 2.447e-03, eta: 11:14:12, time: 0.590, data_time: 0.022, memory: 5232, top1_acc: 0.5234, top5_acc: 0.7320, loss_cls: 2.1279, loss: 2.1279, grad_norm: 7.0442 2020-07-28 09:01:22,944 - mmaction - INFO - Epoch [163][3440/3757] lr: 2.447e-03, eta: 11:13:59, time: 0.589, data_time: 0.017, memory: 5232, top1_acc: 0.5062, top5_acc: 0.7148, loss_cls: 2.2095, loss: 2.2095, grad_norm: 7.0114 2020-07-28 09:01:35,148 - mmaction - INFO - Epoch [163][3460/3757] lr: 2.447e-03, eta: 11:13:47, time: 0.610, data_time: 0.044, memory: 5232, top1_acc: 0.5125, top5_acc: 0.7336, loss_cls: 2.1407, loss: 2.1407, grad_norm: 6.9905 2020-07-28 09:01:46,958 - mmaction - INFO - Epoch [163][3480/3757] lr: 2.447e-03, eta: 11:13:34, time: 0.590, data_time: 0.026, memory: 5232, top1_acc: 0.5203, top5_acc: 0.7445, loss_cls: 2.0747, loss: 2.0747, grad_norm: 7.0675 2020-07-28 09:01:58,836 - mmaction - INFO - Epoch [163][3500/3757] lr: 2.447e-03, eta: 11:13:21, time: 0.594, data_time: 0.015, memory: 5232, top1_acc: 0.5266, top5_acc: 0.7297, loss_cls: 2.1051, loss: 2.1051, grad_norm: 7.1509 2020-07-28 09:02:10,685 - mmaction - INFO - Epoch [163][3520/3757] lr: 2.447e-03, eta: 11:13:09, time: 0.593, data_time: 0.025, memory: 5232, top1_acc: 0.5086, top5_acc: 0.7438, loss_cls: 2.1410, loss: 2.1410, grad_norm: 7.0146 2020-07-28 09:02:22,530 - mmaction - INFO - Epoch [163][3540/3757] lr: 2.447e-03, eta: 11:12:56, time: 0.592, data_time: 0.026, memory: 5232, top1_acc: 0.5250, top5_acc: 0.7438, loss_cls: 2.1249, loss: 2.1249, grad_norm: 6.8945 2020-07-28 09:02:33,955 - mmaction - INFO - Epoch [163][3560/3757] lr: 2.447e-03, eta: 11:12:43, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5266, top5_acc: 0.7312, loss_cls: 2.1226, loss: 2.1226, grad_norm: 7.1981 2020-07-28 09:02:45,424 - mmaction - INFO - Epoch [163][3580/3757] lr: 2.447e-03, eta: 11:12:30, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4953, top5_acc: 0.7195, loss_cls: 2.2443, loss: 2.2443, grad_norm: 7.3675 2020-07-28 09:02:56,812 - mmaction - INFO - Epoch [163][3600/3757] lr: 2.447e-03, eta: 11:12:18, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.4922, top5_acc: 0.7281, loss_cls: 2.2230, loss: 2.2230, grad_norm: 7.3843 2020-07-28 09:03:08,251 - mmaction - INFO - Epoch [163][3620/3757] lr: 2.447e-03, eta: 11:12:05, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4938, top5_acc: 0.7266, loss_cls: 2.1677, loss: 2.1677, grad_norm: 6.9762 2020-07-28 09:03:19,669 - mmaction - INFO - Epoch [163][3640/3757] lr: 2.447e-03, eta: 11:11:52, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5125, top5_acc: 0.7445, loss_cls: 2.0835, loss: 2.0835, grad_norm: 6.9251 2020-07-28 09:03:31,052 - mmaction - INFO - Epoch [163][3660/3757] lr: 2.447e-03, eta: 11:11:39, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.4938, top5_acc: 0.7172, loss_cls: 2.2243, loss: 2.2243, grad_norm: 7.0809 2020-07-28 09:03:42,487 - mmaction - INFO - Epoch [163][3680/3757] lr: 2.447e-03, eta: 11:11:27, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5219, top5_acc: 0.7234, loss_cls: 2.1319, loss: 2.1319, grad_norm: 6.9879 2020-07-28 09:03:54,052 - mmaction - INFO - Epoch [163][3700/3757] lr: 2.447e-03, eta: 11:11:14, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.5180, top5_acc: 0.7477, loss_cls: 2.0652, loss: 2.0652, grad_norm: 6.9266 2020-07-28 09:04:05,493 - mmaction - INFO - Epoch [163][3720/3757] lr: 2.447e-03, eta: 11:11:01, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5320, top5_acc: 0.7383, loss_cls: 2.0781, loss: 2.0781, grad_norm: 7.0048 2020-07-28 09:04:17,000 - mmaction - INFO - Epoch [163][3740/3757] lr: 2.447e-03, eta: 11:10:48, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5266, top5_acc: 0.7344, loss_cls: 2.0999, loss: 2.0999, grad_norm: 6.9640 2020-07-28 09:14:00,526 - mmaction - INFO - Epoch [164][20/3757] lr: 2.185e-03, eta: 11:11:35, time: 27.531, data_time: 26.846, memory: 5232, top1_acc: 0.5141, top5_acc: 0.7695, loss_cls: 2.0423, loss: 2.0423, grad_norm: 7.0254 2020-07-28 09:14:11,866 - mmaction - INFO - Epoch [164][40/3757] lr: 2.185e-03, eta: 11:11:22, time: 0.567, data_time: 0.004, memory: 5232, top1_acc: 0.5102, top5_acc: 0.7609, loss_cls: 2.0899, loss: 2.0899, grad_norm: 7.1404 2020-07-28 09:14:23,286 - mmaction - INFO - Epoch [164][60/3757] lr: 2.185e-03, eta: 11:11:10, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5539, top5_acc: 0.7734, loss_cls: 1.9530, loss: 1.9530, grad_norm: 6.8332 2020-07-28 09:14:34,739 - mmaction - INFO - Epoch [164][80/3757] lr: 2.185e-03, eta: 11:10:57, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5180, top5_acc: 0.7258, loss_cls: 2.1630, loss: 2.1630, grad_norm: 7.1752 2020-07-28 09:14:46,383 - mmaction - INFO - Epoch [164][100/3757] lr: 2.185e-03, eta: 11:10:44, time: 0.583, data_time: 0.017, memory: 5232, top1_acc: 0.5469, top5_acc: 0.7469, loss_cls: 2.0125, loss: 2.0125, grad_norm: 6.7850 2020-07-28 09:14:58,107 - mmaction - INFO - Epoch [164][120/3757] lr: 2.185e-03, eta: 11:10:31, time: 0.586, data_time: 0.023, memory: 5232, top1_acc: 0.5133, top5_acc: 0.7367, loss_cls: 2.1449, loss: 2.1449, grad_norm: 7.2058 2020-07-28 09:15:09,896 - mmaction - INFO - Epoch [164][140/3757] lr: 2.185e-03, eta: 11:10:19, time: 0.589, data_time: 0.018, memory: 5232, top1_acc: 0.5461, top5_acc: 0.7352, loss_cls: 2.1175, loss: 2.1175, grad_norm: 7.2345 2020-07-28 09:15:21,729 - mmaction - INFO - Epoch [164][160/3757] lr: 2.185e-03, eta: 11:10:06, time: 0.592, data_time: 0.023, memory: 5232, top1_acc: 0.5336, top5_acc: 0.7453, loss_cls: 2.0648, loss: 2.0648, grad_norm: 6.9082 2020-07-28 09:15:33,476 - mmaction - INFO - Epoch [164][180/3757] lr: 2.185e-03, eta: 11:09:53, time: 0.587, data_time: 0.018, memory: 5232, top1_acc: 0.5141, top5_acc: 0.7391, loss_cls: 2.0972, loss: 2.0972, grad_norm: 7.1634 2020-07-28 09:15:44,847 - mmaction - INFO - Epoch [164][200/3757] lr: 2.185e-03, eta: 11:09:40, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5062, top5_acc: 0.7203, loss_cls: 2.2036, loss: 2.2036, grad_norm: 7.1523 2020-07-28 09:15:56,322 - mmaction - INFO - Epoch [164][220/3757] lr: 2.185e-03, eta: 11:09:28, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5109, top5_acc: 0.7203, loss_cls: 2.1746, loss: 2.1746, grad_norm: 7.0136 2020-07-28 09:16:07,719 - mmaction - INFO - Epoch [164][240/3757] lr: 2.185e-03, eta: 11:09:15, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5500, top5_acc: 0.7742, loss_cls: 1.9437, loss: 1.9437, grad_norm: 6.8167 2020-07-28 09:16:19,101 - mmaction - INFO - Epoch [164][260/3757] lr: 2.185e-03, eta: 11:09:02, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5383, top5_acc: 0.7414, loss_cls: 2.0603, loss: 2.0603, grad_norm: 6.8917 2020-07-28 09:16:30,468 - mmaction - INFO - Epoch [164][280/3757] lr: 2.185e-03, eta: 11:08:49, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5281, top5_acc: 0.7344, loss_cls: 2.0936, loss: 2.0936, grad_norm: 6.9456 2020-07-28 09:16:41,745 - mmaction - INFO - Epoch [164][300/3757] lr: 2.185e-03, eta: 11:08:36, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.5297, top5_acc: 0.7578, loss_cls: 2.0345, loss: 2.0345, grad_norm: 7.1372 2020-07-28 09:16:53,136 - mmaction - INFO - Epoch [164][320/3757] lr: 2.185e-03, eta: 11:08:24, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5375, top5_acc: 0.7461, loss_cls: 2.0634, loss: 2.0634, grad_norm: 6.9956 2020-07-28 09:17:04,518 - mmaction - INFO - Epoch [164][340/3757] lr: 2.185e-03, eta: 11:08:11, time: 0.569, data_time: 0.006, memory: 5232, top1_acc: 0.5195, top5_acc: 0.7273, loss_cls: 2.1600, loss: 2.1600, grad_norm: 7.2198 2020-07-28 09:17:15,885 - mmaction - INFO - Epoch [164][360/3757] lr: 2.185e-03, eta: 11:07:58, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5172, top5_acc: 0.7562, loss_cls: 2.0529, loss: 2.0529, grad_norm: 6.9943 2020-07-28 09:17:27,221 - mmaction - INFO - Epoch [164][380/3757] lr: 2.185e-03, eta: 11:07:45, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.5227, top5_acc: 0.7492, loss_cls: 2.0767, loss: 2.0767, grad_norm: 7.0560 2020-07-28 09:17:38,588 - mmaction - INFO - Epoch [164][400/3757] lr: 2.185e-03, eta: 11:07:32, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5227, top5_acc: 0.7359, loss_cls: 2.1553, loss: 2.1553, grad_norm: 7.1125 2020-07-28 09:17:49,995 - mmaction - INFO - Epoch [164][420/3757] lr: 2.185e-03, eta: 11:07:20, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5344, top5_acc: 0.7383, loss_cls: 2.0666, loss: 2.0666, grad_norm: 6.9274 2020-07-28 09:18:01,401 - mmaction - INFO - Epoch [164][440/3757] lr: 2.185e-03, eta: 11:07:07, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5430, top5_acc: 0.7656, loss_cls: 1.9907, loss: 1.9907, grad_norm: 7.1635 2020-07-28 09:18:12,719 - mmaction - INFO - Epoch [164][460/3757] lr: 2.185e-03, eta: 11:06:54, time: 0.566, data_time: 0.001, memory: 5232, top1_acc: 0.5328, top5_acc: 0.7484, loss_cls: 2.0438, loss: 2.0438, grad_norm: 6.8748 2020-07-28 09:18:24,487 - mmaction - INFO - Epoch [164][480/3757] lr: 2.185e-03, eta: 11:06:41, time: 0.589, data_time: 0.028, memory: 5232, top1_acc: 0.5375, top5_acc: 0.7578, loss_cls: 2.0191, loss: 2.0191, grad_norm: 7.3446 2020-07-28 09:18:35,824 - mmaction - INFO - Epoch [164][500/3757] lr: 2.185e-03, eta: 11:06:29, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5180, top5_acc: 0.7477, loss_cls: 2.1235, loss: 2.1235, grad_norm: 7.0591 2020-07-28 09:18:47,082 - mmaction - INFO - Epoch [164][520/3757] lr: 2.185e-03, eta: 11:06:16, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.5117, top5_acc: 0.7305, loss_cls: 2.1071, loss: 2.1071, grad_norm: 6.9928 2020-07-28 09:18:58,510 - mmaction - INFO - Epoch [164][540/3757] lr: 2.185e-03, eta: 11:06:03, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5258, top5_acc: 0.7477, loss_cls: 2.0993, loss: 2.0993, grad_norm: 7.1668 2020-07-28 09:19:09,847 - mmaction - INFO - Epoch [164][560/3757] lr: 2.185e-03, eta: 11:05:50, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5203, top5_acc: 0.7445, loss_cls: 2.0963, loss: 2.0963, grad_norm: 6.9880 2020-07-28 09:19:21,331 - mmaction - INFO - Epoch [164][580/3757] lr: 2.185e-03, eta: 11:05:37, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5156, top5_acc: 0.7445, loss_cls: 2.0302, loss: 2.0302, grad_norm: 7.1812 2020-07-28 09:19:32,667 - mmaction - INFO - Epoch [164][600/3757] lr: 2.185e-03, eta: 11:05:25, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5047, top5_acc: 0.7461, loss_cls: 2.0892, loss: 2.0892, grad_norm: 7.2340 2020-07-28 09:19:44,507 - mmaction - INFO - Epoch [164][620/3757] lr: 2.185e-03, eta: 11:05:12, time: 0.591, data_time: 0.030, memory: 5232, top1_acc: 0.5188, top5_acc: 0.7188, loss_cls: 2.1721, loss: 2.1721, grad_norm: 7.3115 2020-07-28 09:19:55,807 - mmaction - INFO - Epoch [164][640/3757] lr: 2.185e-03, eta: 11:04:59, time: 0.566, data_time: 0.004, memory: 5232, top1_acc: 0.5258, top5_acc: 0.7461, loss_cls: 2.0919, loss: 2.0919, grad_norm: 7.0926 2020-07-28 09:20:07,118 - mmaction - INFO - Epoch [164][660/3757] lr: 2.185e-03, eta: 11:04:46, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5117, top5_acc: 0.7359, loss_cls: 2.1513, loss: 2.1513, grad_norm: 7.1924 2020-07-28 09:20:18,583 - mmaction - INFO - Epoch [164][680/3757] lr: 2.185e-03, eta: 11:04:34, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5289, top5_acc: 0.7578, loss_cls: 2.0349, loss: 2.0349, grad_norm: 7.0039 2020-07-28 09:20:30,075 - mmaction - INFO - Epoch [164][700/3757] lr: 2.185e-03, eta: 11:04:21, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5352, top5_acc: 0.7297, loss_cls: 2.0729, loss: 2.0729, grad_norm: 6.8437 2020-07-28 09:20:41,434 - mmaction - INFO - Epoch [164][720/3757] lr: 2.185e-03, eta: 11:04:08, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5445, top5_acc: 0.7539, loss_cls: 1.9742, loss: 1.9742, grad_norm: 6.8681 2020-07-28 09:20:52,838 - mmaction - INFO - Epoch [164][740/3757] lr: 2.185e-03, eta: 11:03:55, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5359, top5_acc: 0.7578, loss_cls: 2.0018, loss: 2.0018, grad_norm: 6.8434 2020-07-28 09:21:04,593 - mmaction - INFO - Epoch [164][760/3757] lr: 2.185e-03, eta: 11:03:43, time: 0.588, data_time: 0.023, memory: 5232, top1_acc: 0.5266, top5_acc: 0.7602, loss_cls: 2.0086, loss: 2.0086, grad_norm: 6.9969 2020-07-28 09:21:15,978 - mmaction - INFO - Epoch [164][780/3757] lr: 2.185e-03, eta: 11:03:30, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5250, top5_acc: 0.7508, loss_cls: 2.0732, loss: 2.0732, grad_norm: 6.8200 2020-07-28 09:21:27,348 - mmaction - INFO - Epoch [164][800/3757] lr: 2.185e-03, eta: 11:03:17, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5320, top5_acc: 0.7484, loss_cls: 2.0441, loss: 2.0441, grad_norm: 7.0712 2020-07-28 09:21:38,769 - mmaction - INFO - Epoch [164][820/3757] lr: 2.185e-03, eta: 11:03:04, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5437, top5_acc: 0.7672, loss_cls: 2.0108, loss: 2.0108, grad_norm: 7.1469 2020-07-28 09:21:50,104 - mmaction - INFO - Epoch [164][840/3757] lr: 2.185e-03, eta: 11:02:51, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5102, top5_acc: 0.7547, loss_cls: 2.1022, loss: 2.1022, grad_norm: 7.1503 2020-07-28 09:22:01,536 - mmaction - INFO - Epoch [164][860/3757] lr: 2.185e-03, eta: 11:02:39, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5242, top5_acc: 0.7359, loss_cls: 2.1293, loss: 2.1293, grad_norm: 7.4425 2020-07-28 09:22:12,947 - mmaction - INFO - Epoch [164][880/3757] lr: 2.185e-03, eta: 11:02:26, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.5016, top5_acc: 0.7336, loss_cls: 2.1795, loss: 2.1795, grad_norm: 7.3703 2020-07-28 09:22:24,276 - mmaction - INFO - Epoch [164][900/3757] lr: 2.185e-03, eta: 11:02:13, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5391, top5_acc: 0.7391, loss_cls: 2.0576, loss: 2.0576, grad_norm: 7.0112 2020-07-28 09:22:35,789 - mmaction - INFO - Epoch [164][920/3757] lr: 2.185e-03, eta: 11:02:00, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5445, top5_acc: 0.7516, loss_cls: 2.0201, loss: 2.0201, grad_norm: 6.9675 2020-07-28 09:22:47,214 - mmaction - INFO - Epoch [164][940/3757] lr: 2.185e-03, eta: 11:01:47, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5070, top5_acc: 0.7570, loss_cls: 2.0540, loss: 2.0540, grad_norm: 7.3885 2020-07-28 09:22:58,694 - mmaction - INFO - Epoch [164][960/3757] lr: 2.185e-03, eta: 11:01:35, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5227, top5_acc: 0.7391, loss_cls: 2.1207, loss: 2.1207, grad_norm: 7.2101 2020-07-28 09:23:10,117 - mmaction - INFO - Epoch [164][980/3757] lr: 2.185e-03, eta: 11:01:22, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5211, top5_acc: 0.7461, loss_cls: 2.0548, loss: 2.0548, grad_norm: 7.0838 2020-07-28 09:23:21,649 - mmaction - INFO - Epoch [164][1000/3757] lr: 2.185e-03, eta: 11:01:09, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5219, top5_acc: 0.7594, loss_cls: 2.0311, loss: 2.0311, grad_norm: 7.2052 2020-07-28 09:23:32,998 - mmaction - INFO - Epoch [164][1020/3757] lr: 2.185e-03, eta: 11:00:56, time: 0.567, data_time: 0.001, memory: 5232, top1_acc: 0.5250, top5_acc: 0.7633, loss_cls: 2.0264, loss: 2.0264, grad_norm: 7.3286 2020-07-28 09:23:44,488 - mmaction - INFO - Epoch [164][1040/3757] lr: 2.185e-03, eta: 11:00:44, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5156, top5_acc: 0.7273, loss_cls: 2.1665, loss: 2.1665, grad_norm: 7.1848 2020-07-28 09:23:55,903 - mmaction - INFO - Epoch [164][1060/3757] lr: 2.185e-03, eta: 11:00:31, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5102, top5_acc: 0.7508, loss_cls: 2.1269, loss: 2.1269, grad_norm: 7.3794 2020-07-28 09:24:07,296 - mmaction - INFO - Epoch [164][1080/3757] lr: 2.185e-03, eta: 11:00:18, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5539, top5_acc: 0.7602, loss_cls: 2.0056, loss: 2.0056, grad_norm: 6.8406 2020-07-28 09:24:18,767 - mmaction - INFO - Epoch [164][1100/3757] lr: 2.185e-03, eta: 11:00:05, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5078, top5_acc: 0.7328, loss_cls: 2.1586, loss: 2.1586, grad_norm: 7.0643 2020-07-28 09:24:30,202 - mmaction - INFO - Epoch [164][1120/3757] lr: 2.185e-03, eta: 10:59:53, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5008, top5_acc: 0.7398, loss_cls: 2.0969, loss: 2.0969, grad_norm: 7.1118 2020-07-28 09:24:41,625 - mmaction - INFO - Epoch [164][1140/3757] lr: 2.185e-03, eta: 10:59:40, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5305, top5_acc: 0.7492, loss_cls: 2.0601, loss: 2.0601, grad_norm: 7.3078 2020-07-28 09:24:53,117 - mmaction - INFO - Epoch [164][1160/3757] lr: 2.185e-03, eta: 10:59:27, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5180, top5_acc: 0.7445, loss_cls: 2.0883, loss: 2.0883, grad_norm: 7.0458 2020-07-28 09:25:04,508 - mmaction - INFO - Epoch [164][1180/3757] lr: 2.185e-03, eta: 10:59:14, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5383, top5_acc: 0.7445, loss_cls: 2.0577, loss: 2.0577, grad_norm: 7.2122 2020-07-28 09:25:15,909 - mmaction - INFO - Epoch [164][1200/3757] lr: 2.185e-03, eta: 10:59:01, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5180, top5_acc: 0.7500, loss_cls: 2.0901, loss: 2.0901, grad_norm: 7.1195 2020-07-28 09:25:27,348 - mmaction - INFO - Epoch [164][1220/3757] lr: 2.185e-03, eta: 10:58:49, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5219, top5_acc: 0.7383, loss_cls: 2.0929, loss: 2.0929, grad_norm: 7.1821 2020-07-28 09:25:38,759 - mmaction - INFO - Epoch [164][1240/3757] lr: 2.185e-03, eta: 10:58:36, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5234, top5_acc: 0.7570, loss_cls: 2.0122, loss: 2.0122, grad_norm: 7.1468 2020-07-28 09:25:50,212 - mmaction - INFO - Epoch [164][1260/3757] lr: 2.185e-03, eta: 10:58:23, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5281, top5_acc: 0.7422, loss_cls: 2.1130, loss: 2.1130, grad_norm: 7.2239 2020-07-28 09:26:01,607 - mmaction - INFO - Epoch [164][1280/3757] lr: 2.185e-03, eta: 10:58:10, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5328, top5_acc: 0.7445, loss_cls: 2.1081, loss: 2.1081, grad_norm: 7.2662 2020-07-28 09:26:13,013 - mmaction - INFO - Epoch [164][1300/3757] lr: 2.185e-03, eta: 10:57:58, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5117, top5_acc: 0.7453, loss_cls: 2.1231, loss: 2.1231, grad_norm: 7.1172 2020-07-28 09:26:24,462 - mmaction - INFO - Epoch [164][1320/3757] lr: 2.185e-03, eta: 10:57:45, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5180, top5_acc: 0.7438, loss_cls: 2.1161, loss: 2.1161, grad_norm: 7.3478 2020-07-28 09:26:35,953 - mmaction - INFO - Epoch [164][1340/3757] lr: 2.185e-03, eta: 10:57:32, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.5156, top5_acc: 0.7445, loss_cls: 2.1513, loss: 2.1513, grad_norm: 7.3215 2020-07-28 09:26:47,341 - mmaction - INFO - Epoch [164][1360/3757] lr: 2.185e-03, eta: 10:57:19, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.5227, top5_acc: 0.7367, loss_cls: 2.1231, loss: 2.1231, grad_norm: 7.1724 2020-07-28 09:26:58,802 - mmaction - INFO - Epoch [164][1380/3757] lr: 2.185e-03, eta: 10:57:06, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5180, top5_acc: 0.7570, loss_cls: 2.0788, loss: 2.0788, grad_norm: 7.2962 2020-07-28 09:27:10,318 - mmaction - INFO - Epoch [164][1400/3757] lr: 2.185e-03, eta: 10:56:54, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5281, top5_acc: 0.7562, loss_cls: 2.0063, loss: 2.0063, grad_norm: 7.2101 2020-07-28 09:27:21,812 - mmaction - INFO - Epoch [164][1420/3757] lr: 2.185e-03, eta: 10:56:41, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.5352, top5_acc: 0.7641, loss_cls: 1.9837, loss: 1.9837, grad_norm: 7.0882 2020-07-28 09:27:33,256 - mmaction - INFO - Epoch [164][1440/3757] lr: 2.185e-03, eta: 10:56:28, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5258, top5_acc: 0.7484, loss_cls: 2.0839, loss: 2.0839, grad_norm: 7.0485 2020-07-28 09:27:44,697 - mmaction - INFO - Epoch [164][1460/3757] lr: 2.185e-03, eta: 10:56:15, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5195, top5_acc: 0.7469, loss_cls: 2.0882, loss: 2.0882, grad_norm: 7.3733 2020-07-28 09:27:56,156 - mmaction - INFO - Epoch [164][1480/3757] lr: 2.185e-03, eta: 10:56:03, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5117, top5_acc: 0.7266, loss_cls: 2.1763, loss: 2.1763, grad_norm: 7.4788 2020-07-28 09:28:07,617 - mmaction - INFO - Epoch [164][1500/3757] lr: 2.185e-03, eta: 10:55:50, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5266, top5_acc: 0.7523, loss_cls: 2.0498, loss: 2.0498, grad_norm: 7.2891 2020-07-28 09:28:19,027 - mmaction - INFO - Epoch [164][1520/3757] lr: 2.185e-03, eta: 10:55:37, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5297, top5_acc: 0.7461, loss_cls: 2.0889, loss: 2.0889, grad_norm: 7.1026 2020-07-28 09:28:30,489 - mmaction - INFO - Epoch [164][1540/3757] lr: 2.185e-03, eta: 10:55:24, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5172, top5_acc: 0.7492, loss_cls: 2.1089, loss: 2.1089, grad_norm: 7.2696 2020-07-28 09:28:41,895 - mmaction - INFO - Epoch [164][1560/3757] lr: 2.185e-03, eta: 10:55:12, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5094, top5_acc: 0.7414, loss_cls: 2.1138, loss: 2.1138, grad_norm: 7.2594 2020-07-28 09:28:53,786 - mmaction - INFO - Epoch [164][1580/3757] lr: 2.185e-03, eta: 10:54:59, time: 0.595, data_time: 0.029, memory: 5232, top1_acc: 0.5484, top5_acc: 0.7672, loss_cls: 1.9800, loss: 1.9800, grad_norm: 6.8981 2020-07-28 09:29:05,290 - mmaction - INFO - Epoch [164][1600/3757] lr: 2.185e-03, eta: 10:54:46, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5320, top5_acc: 0.7398, loss_cls: 2.0653, loss: 2.0653, grad_norm: 7.0531 2020-07-28 09:29:16,711 - mmaction - INFO - Epoch [164][1620/3757] lr: 2.185e-03, eta: 10:54:33, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5219, top5_acc: 0.7453, loss_cls: 2.0815, loss: 2.0815, grad_norm: 7.0457 2020-07-28 09:29:28,051 - mmaction - INFO - Epoch [164][1640/3757] lr: 2.185e-03, eta: 10:54:21, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5172, top5_acc: 0.7430, loss_cls: 2.1381, loss: 2.1381, grad_norm: 7.2655 2020-07-28 09:29:39,402 - mmaction - INFO - Epoch [164][1660/3757] lr: 2.185e-03, eta: 10:54:08, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5227, top5_acc: 0.7312, loss_cls: 2.1326, loss: 2.1326, grad_norm: 7.2087 2020-07-28 09:29:50,815 - mmaction - INFO - Epoch [164][1680/3757] lr: 2.185e-03, eta: 10:53:55, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.5297, top5_acc: 0.7492, loss_cls: 2.0312, loss: 2.0312, grad_norm: 6.8843 2020-07-28 09:30:02,313 - mmaction - INFO - Epoch [164][1700/3757] lr: 2.185e-03, eta: 10:53:42, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5172, top5_acc: 0.7477, loss_cls: 2.0791, loss: 2.0791, grad_norm: 7.2606 2020-07-28 09:30:13,776 - mmaction - INFO - Epoch [164][1720/3757] lr: 2.185e-03, eta: 10:53:29, time: 0.573, data_time: 0.011, memory: 5232, top1_acc: 0.5148, top5_acc: 0.7344, loss_cls: 2.1537, loss: 2.1537, grad_norm: 7.2709 2020-07-28 09:30:25,189 - mmaction - INFO - Epoch [164][1740/3757] lr: 2.185e-03, eta: 10:53:17, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5305, top5_acc: 0.7445, loss_cls: 2.0665, loss: 2.0665, grad_norm: 7.0264 2020-07-28 09:30:36,533 - mmaction - INFO - Epoch [164][1760/3757] lr: 2.185e-03, eta: 10:53:04, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4953, top5_acc: 0.7344, loss_cls: 2.1460, loss: 2.1460, grad_norm: 7.2381 2020-07-28 09:30:47,956 - mmaction - INFO - Epoch [164][1780/3757] lr: 2.185e-03, eta: 10:52:51, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5266, top5_acc: 0.7484, loss_cls: 2.0523, loss: 2.0523, grad_norm: 7.1558 2020-07-28 09:30:59,405 - mmaction - INFO - Epoch [164][1800/3757] lr: 2.185e-03, eta: 10:52:38, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5219, top5_acc: 0.7305, loss_cls: 2.1291, loss: 2.1291, grad_norm: 7.2881 2020-07-28 09:31:10,819 - mmaction - INFO - Epoch [164][1820/3757] lr: 2.185e-03, eta: 10:52:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5336, top5_acc: 0.7648, loss_cls: 2.0269, loss: 2.0269, grad_norm: 6.9670 2020-07-28 09:31:22,258 - mmaction - INFO - Epoch [164][1840/3757] lr: 2.185e-03, eta: 10:52:13, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5250, top5_acc: 0.7391, loss_cls: 2.0677, loss: 2.0677, grad_norm: 7.2437 2020-07-28 09:31:33,641 - mmaction - INFO - Epoch [164][1860/3757] lr: 2.185e-03, eta: 10:52:00, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5336, top5_acc: 0.7328, loss_cls: 2.0459, loss: 2.0459, grad_norm: 6.9475 2020-07-28 09:31:45,104 - mmaction - INFO - Epoch [164][1880/3757] lr: 2.185e-03, eta: 10:51:47, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5297, top5_acc: 0.7398, loss_cls: 2.0774, loss: 2.0774, grad_norm: 7.1853 2020-07-28 09:31:56,631 - mmaction - INFO - Epoch [164][1900/3757] lr: 2.185e-03, eta: 10:51:35, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5148, top5_acc: 0.7484, loss_cls: 2.0705, loss: 2.0705, grad_norm: 7.2285 2020-07-28 09:32:08,058 - mmaction - INFO - Epoch [164][1920/3757] lr: 2.185e-03, eta: 10:51:22, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5352, top5_acc: 0.7562, loss_cls: 2.0639, loss: 2.0639, grad_norm: 7.2237 2020-07-28 09:32:19,465 - mmaction - INFO - Epoch [164][1940/3757] lr: 2.185e-03, eta: 10:51:09, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.5375, top5_acc: 0.7297, loss_cls: 2.1010, loss: 2.1010, grad_norm: 7.0297 2020-07-28 09:32:30,854 - mmaction - INFO - Epoch [164][1960/3757] lr: 2.185e-03, eta: 10:50:56, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5211, top5_acc: 0.7375, loss_cls: 2.1374, loss: 2.1374, grad_norm: 7.2799 2020-07-28 09:32:42,224 - mmaction - INFO - Epoch [164][1980/3757] lr: 2.185e-03, eta: 10:50:43, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5172, top5_acc: 0.7289, loss_cls: 2.1371, loss: 2.1371, grad_norm: 7.0717 2020-07-28 09:32:53,689 - mmaction - INFO - Epoch [164][2000/3757] lr: 2.185e-03, eta: 10:50:31, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.5125, top5_acc: 0.7414, loss_cls: 2.0937, loss: 2.0937, grad_norm: 7.3853 2020-07-28 09:33:05,094 - mmaction - INFO - Epoch [164][2020/3757] lr: 2.185e-03, eta: 10:50:18, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5117, top5_acc: 0.7344, loss_cls: 2.1397, loss: 2.1397, grad_norm: 7.2826 2020-07-28 09:33:16,518 - mmaction - INFO - Epoch [164][2040/3757] lr: 2.185e-03, eta: 10:50:05, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5148, top5_acc: 0.7586, loss_cls: 2.0668, loss: 2.0668, grad_norm: 7.3977 2020-07-28 09:33:27,873 - mmaction - INFO - Epoch [164][2060/3757] lr: 2.185e-03, eta: 10:49:52, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.5258, top5_acc: 0.7539, loss_cls: 2.0575, loss: 2.0575, grad_norm: 7.2594 2020-07-28 09:33:39,300 - mmaction - INFO - Epoch [164][2080/3757] lr: 2.185e-03, eta: 10:49:40, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4945, top5_acc: 0.7102, loss_cls: 2.2062, loss: 2.2062, grad_norm: 7.2294 2020-07-28 09:33:50,708 - mmaction - INFO - Epoch [164][2100/3757] lr: 2.185e-03, eta: 10:49:27, time: 0.570, data_time: 0.006, memory: 5232, top1_acc: 0.5375, top5_acc: 0.7570, loss_cls: 2.0563, loss: 2.0563, grad_norm: 7.2688 2020-07-28 09:34:02,130 - mmaction - INFO - Epoch [164][2120/3757] lr: 2.185e-03, eta: 10:49:14, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5008, top5_acc: 0.7266, loss_cls: 2.1827, loss: 2.1827, grad_norm: 7.4913 2020-07-28 09:34:13,615 - mmaction - INFO - Epoch [164][2140/3757] lr: 2.185e-03, eta: 10:49:01, time: 0.574, data_time: 0.001, memory: 5232, top1_acc: 0.5188, top5_acc: 0.7492, loss_cls: 2.0978, loss: 2.0978, grad_norm: 7.2461 2020-07-28 09:34:24,892 - mmaction - INFO - Epoch [164][2160/3757] lr: 2.185e-03, eta: 10:48:48, time: 0.564, data_time: 0.001, memory: 5232, top1_acc: 0.5250, top5_acc: 0.7477, loss_cls: 2.0651, loss: 2.0651, grad_norm: 7.0793 2020-07-28 09:34:36,335 - mmaction - INFO - Epoch [164][2180/3757] lr: 2.185e-03, eta: 10:48:36, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5047, top5_acc: 0.7180, loss_cls: 2.1865, loss: 2.1865, grad_norm: 7.3129 2020-07-28 09:34:48,146 - mmaction - INFO - Epoch [164][2200/3757] lr: 2.185e-03, eta: 10:48:23, time: 0.591, data_time: 0.026, memory: 5232, top1_acc: 0.5266, top5_acc: 0.7445, loss_cls: 2.0729, loss: 2.0729, grad_norm: 7.2373 2020-07-28 09:34:59,637 - mmaction - INFO - Epoch [164][2220/3757] lr: 2.185e-03, eta: 10:48:10, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5148, top5_acc: 0.7508, loss_cls: 2.0634, loss: 2.0634, grad_norm: 7.2958 2020-07-28 09:35:11,082 - mmaction - INFO - Epoch [164][2240/3757] lr: 2.185e-03, eta: 10:47:57, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5320, top5_acc: 0.7609, loss_cls: 2.0341, loss: 2.0341, grad_norm: 6.8929 2020-07-28 09:35:22,546 - mmaction - INFO - Epoch [164][2260/3757] lr: 2.185e-03, eta: 10:47:45, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5250, top5_acc: 0.7164, loss_cls: 2.1613, loss: 2.1613, grad_norm: 7.1386 2020-07-28 09:35:33,924 - mmaction - INFO - Epoch [164][2280/3757] lr: 2.185e-03, eta: 10:47:32, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5453, top5_acc: 0.7656, loss_cls: 2.0062, loss: 2.0062, grad_norm: 6.9898 2020-07-28 09:35:45,448 - mmaction - INFO - Epoch [164][2300/3757] lr: 2.185e-03, eta: 10:47:19, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5172, top5_acc: 0.7812, loss_cls: 1.9899, loss: 1.9899, grad_norm: 7.0296 2020-07-28 09:35:56,874 - mmaction - INFO - Epoch [164][2320/3757] lr: 2.185e-03, eta: 10:47:06, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5367, top5_acc: 0.7430, loss_cls: 2.0931, loss: 2.0931, grad_norm: 7.1687 2020-07-28 09:36:08,354 - mmaction - INFO - Epoch [164][2340/3757] lr: 2.185e-03, eta: 10:46:54, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5320, top5_acc: 0.7578, loss_cls: 2.0459, loss: 2.0459, grad_norm: 7.1952 2020-07-28 09:36:19,752 - mmaction - INFO - Epoch [164][2360/3757] lr: 2.185e-03, eta: 10:46:41, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.5242, top5_acc: 0.7406, loss_cls: 2.0832, loss: 2.0832, grad_norm: 6.9971 2020-07-28 09:36:31,205 - mmaction - INFO - Epoch [164][2380/3757] lr: 2.185e-03, eta: 10:46:28, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5164, top5_acc: 0.7445, loss_cls: 2.1035, loss: 2.1035, grad_norm: 7.2468 2020-07-28 09:36:48,606 - mmaction - INFO - Epoch [164][2400/3757] lr: 2.185e-03, eta: 10:46:16, time: 0.871, data_time: 0.315, memory: 5232, top1_acc: 0.5008, top5_acc: 0.7344, loss_cls: 2.1854, loss: 2.1854, grad_norm: 7.3864 2020-07-28 09:37:02,203 - mmaction - INFO - Epoch [164][2420/3757] lr: 2.185e-03, eta: 10:46:04, time: 0.680, data_time: 0.003, memory: 5232, top1_acc: 0.5289, top5_acc: 0.7516, loss_cls: 2.0525, loss: 2.0525, grad_norm: 7.0103 2020-07-28 09:37:16,175 - mmaction - INFO - Epoch [164][2440/3757] lr: 2.185e-03, eta: 10:45:51, time: 0.699, data_time: 0.003, memory: 5232, top1_acc: 0.5211, top5_acc: 0.7516, loss_cls: 2.0640, loss: 2.0640, grad_norm: 7.1340 2020-07-28 09:37:30,196 - mmaction - INFO - Epoch [164][2460/3757] lr: 2.185e-03, eta: 10:45:39, time: 0.701, data_time: 0.065, memory: 5232, top1_acc: 0.5141, top5_acc: 0.7391, loss_cls: 2.0773, loss: 2.0773, grad_norm: 7.1919 2020-07-28 09:37:44,871 - mmaction - INFO - Epoch [164][2480/3757] lr: 2.185e-03, eta: 10:45:26, time: 0.734, data_time: 0.003, memory: 5232, top1_acc: 0.5258, top5_acc: 0.7586, loss_cls: 2.0516, loss: 2.0516, grad_norm: 7.1590 2020-07-28 09:37:57,388 - mmaction - INFO - Epoch [164][2500/3757] lr: 2.185e-03, eta: 10:45:14, time: 0.625, data_time: 0.003, memory: 5232, top1_acc: 0.5086, top5_acc: 0.7312, loss_cls: 2.0893, loss: 2.0893, grad_norm: 7.0074 2020-07-28 09:38:10,371 - mmaction - INFO - Epoch [164][2520/3757] lr: 2.185e-03, eta: 10:45:01, time: 0.650, data_time: 0.003, memory: 5232, top1_acc: 0.5320, top5_acc: 0.7391, loss_cls: 2.0717, loss: 2.0717, grad_norm: 7.0517 2020-07-28 09:38:22,929 - mmaction - INFO - Epoch [164][2540/3757] lr: 2.185e-03, eta: 10:44:49, time: 0.627, data_time: 0.003, memory: 5232, top1_acc: 0.5203, top5_acc: 0.7500, loss_cls: 2.1054, loss: 2.1054, grad_norm: 7.2477 2020-07-28 09:38:36,617 - mmaction - INFO - Epoch [164][2560/3757] lr: 2.185e-03, eta: 10:44:36, time: 0.685, data_time: 0.003, memory: 5232, top1_acc: 0.5094, top5_acc: 0.7328, loss_cls: 2.1422, loss: 2.1422, grad_norm: 7.3479 2020-07-28 09:38:48,191 - mmaction - INFO - Epoch [164][2580/3757] lr: 2.185e-03, eta: 10:44:23, time: 0.579, data_time: 0.012, memory: 5232, top1_acc: 0.5328, top5_acc: 0.7602, loss_cls: 2.0438, loss: 2.0438, grad_norm: 7.1224 2020-07-28 09:38:59,585 - mmaction - INFO - Epoch [164][2600/3757] lr: 2.185e-03, eta: 10:44:11, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5266, top5_acc: 0.7414, loss_cls: 2.0990, loss: 2.0990, grad_norm: 7.2217 2020-07-28 09:39:12,852 - mmaction - INFO - Epoch [164][2620/3757] lr: 2.185e-03, eta: 10:43:58, time: 0.663, data_time: 0.003, memory: 5232, top1_acc: 0.5070, top5_acc: 0.7414, loss_cls: 2.1374, loss: 2.1374, grad_norm: 7.3636 2020-07-28 09:39:24,266 - mmaction - INFO - Epoch [164][2640/3757] lr: 2.185e-03, eta: 10:43:45, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.5062, top5_acc: 0.7250, loss_cls: 2.1636, loss: 2.1636, grad_norm: 7.2514 2020-07-28 09:39:35,567 - mmaction - INFO - Epoch [164][2660/3757] lr: 2.185e-03, eta: 10:43:32, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.5258, top5_acc: 0.7516, loss_cls: 2.1152, loss: 2.1152, grad_norm: 7.1468 2020-07-28 09:39:47,989 - mmaction - INFO - Epoch [164][2680/3757] lr: 2.185e-03, eta: 10:43:20, time: 0.621, data_time: 0.003, memory: 5232, top1_acc: 0.5266, top5_acc: 0.7461, loss_cls: 2.1015, loss: 2.1015, grad_norm: 7.1953 2020-07-28 09:40:00,405 - mmaction - INFO - Epoch [164][2700/3757] lr: 2.185e-03, eta: 10:43:07, time: 0.621, data_time: 0.003, memory: 5232, top1_acc: 0.5312, top5_acc: 0.7445, loss_cls: 2.0560, loss: 2.0560, grad_norm: 7.0600 2020-07-28 09:40:11,834 - mmaction - INFO - Epoch [164][2720/3757] lr: 2.185e-03, eta: 10:42:54, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5328, top5_acc: 0.7672, loss_cls: 2.0100, loss: 2.0100, grad_norm: 7.0670 2020-07-28 09:40:23,218 - mmaction - INFO - Epoch [164][2740/3757] lr: 2.185e-03, eta: 10:42:42, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5336, top5_acc: 0.7492, loss_cls: 2.0468, loss: 2.0468, grad_norm: 6.8993 2020-07-28 09:40:35,672 - mmaction - INFO - Epoch [164][2760/3757] lr: 2.185e-03, eta: 10:42:29, time: 0.623, data_time: 0.057, memory: 5232, top1_acc: 0.5242, top5_acc: 0.7273, loss_cls: 2.1429, loss: 2.1429, grad_norm: 7.2150 2020-07-28 09:40:47,349 - mmaction - INFO - Epoch [164][2780/3757] lr: 2.185e-03, eta: 10:42:16, time: 0.583, data_time: 0.019, memory: 5232, top1_acc: 0.5367, top5_acc: 0.7484, loss_cls: 2.0811, loss: 2.0811, grad_norm: 7.2293 2020-07-28 09:40:58,824 - mmaction - INFO - Epoch [164][2800/3757] lr: 2.185e-03, eta: 10:42:03, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5234, top5_acc: 0.7508, loss_cls: 2.0446, loss: 2.0446, grad_norm: 7.0314 2020-07-28 09:41:15,352 - mmaction - INFO - Epoch [164][2820/3757] lr: 2.185e-03, eta: 10:41:51, time: 0.827, data_time: 0.003, memory: 5232, top1_acc: 0.5367, top5_acc: 0.7305, loss_cls: 2.1454, loss: 2.1454, grad_norm: 7.0606 2020-07-28 09:41:26,701 - mmaction - INFO - Epoch [164][2840/3757] lr: 2.185e-03, eta: 10:41:39, time: 0.568, data_time: 0.001, memory: 5232, top1_acc: 0.5281, top5_acc: 0.7367, loss_cls: 2.0918, loss: 2.0918, grad_norm: 7.0635 2020-07-28 09:41:38,085 - mmaction - INFO - Epoch [164][2860/3757] lr: 2.185e-03, eta: 10:41:26, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.5227, top5_acc: 0.7578, loss_cls: 2.0299, loss: 2.0299, grad_norm: 7.1545 2020-07-28 09:41:49,473 - mmaction - INFO - Epoch [164][2880/3757] lr: 2.185e-03, eta: 10:41:13, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5188, top5_acc: 0.7406, loss_cls: 2.1296, loss: 2.1296, grad_norm: 7.2232 2020-07-28 09:42:01,019 - mmaction - INFO - Epoch [164][2900/3757] lr: 2.185e-03, eta: 10:41:00, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.5344, top5_acc: 0.7586, loss_cls: 2.0596, loss: 2.0596, grad_norm: 7.1870 2020-07-28 09:42:12,452 - mmaction - INFO - Epoch [164][2920/3757] lr: 2.185e-03, eta: 10:40:48, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5195, top5_acc: 0.7367, loss_cls: 2.1073, loss: 2.1073, grad_norm: 7.2201 2020-07-28 09:42:23,922 - mmaction - INFO - Epoch [164][2940/3757] lr: 2.185e-03, eta: 10:40:35, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5227, top5_acc: 0.7523, loss_cls: 2.0685, loss: 2.0685, grad_norm: 6.9397 2020-07-28 09:42:35,380 - mmaction - INFO - Epoch [164][2960/3757] lr: 2.185e-03, eta: 10:40:22, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5297, top5_acc: 0.7406, loss_cls: 2.1275, loss: 2.1275, grad_norm: 7.2292 2020-07-28 09:42:46,867 - mmaction - INFO - Epoch [164][2980/3757] lr: 2.185e-03, eta: 10:40:09, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5742, top5_acc: 0.7688, loss_cls: 1.9546, loss: 1.9546, grad_norm: 6.9516 2020-07-28 09:42:58,279 - mmaction - INFO - Epoch [164][3000/3757] lr: 2.185e-03, eta: 10:39:56, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.5305, top5_acc: 0.7406, loss_cls: 2.0919, loss: 2.0919, grad_norm: 7.2136 2020-07-28 09:43:09,788 - mmaction - INFO - Epoch [164][3020/3757] lr: 2.185e-03, eta: 10:39:44, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5383, top5_acc: 0.7562, loss_cls: 2.1037, loss: 2.1037, grad_norm: 6.9725 2020-07-28 09:43:22,863 - mmaction - INFO - Epoch [164][3040/3757] lr: 2.185e-03, eta: 10:39:31, time: 0.654, data_time: 0.003, memory: 5232, top1_acc: 0.5203, top5_acc: 0.7562, loss_cls: 2.1001, loss: 2.1001, grad_norm: 7.1733 2020-07-28 09:43:34,216 - mmaction - INFO - Epoch [164][3060/3757] lr: 2.185e-03, eta: 10:39:18, time: 0.568, data_time: 0.001, memory: 5232, top1_acc: 0.5273, top5_acc: 0.7562, loss_cls: 2.0203, loss: 2.0203, grad_norm: 7.0466 2020-07-28 09:43:45,653 - mmaction - INFO - Epoch [164][3080/3757] lr: 2.185e-03, eta: 10:39:06, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5172, top5_acc: 0.7523, loss_cls: 2.0987, loss: 2.0987, grad_norm: 7.2733 2020-07-28 09:43:57,124 - mmaction - INFO - Epoch [164][3100/3757] lr: 2.185e-03, eta: 10:38:53, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5141, top5_acc: 0.7367, loss_cls: 2.1332, loss: 2.1332, grad_norm: 7.0375 2020-07-28 09:44:08,504 - mmaction - INFO - Epoch [164][3120/3757] lr: 2.185e-03, eta: 10:38:40, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5234, top5_acc: 0.7406, loss_cls: 2.1082, loss: 2.1082, grad_norm: 7.1481 2020-07-28 09:44:20,097 - mmaction - INFO - Epoch [164][3140/3757] lr: 2.185e-03, eta: 10:38:27, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.5281, top5_acc: 0.7539, loss_cls: 2.0236, loss: 2.0236, grad_norm: 7.1739 2020-07-28 09:44:31,506 - mmaction - INFO - Epoch [164][3160/3757] lr: 2.185e-03, eta: 10:38:15, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5125, top5_acc: 0.7445, loss_cls: 2.1116, loss: 2.1116, grad_norm: 7.3313 2020-07-28 09:44:43,031 - mmaction - INFO - Epoch [164][3180/3757] lr: 2.185e-03, eta: 10:38:02, time: 0.577, data_time: 0.011, memory: 5232, top1_acc: 0.5133, top5_acc: 0.7227, loss_cls: 2.1262, loss: 2.1262, grad_norm: 7.0762 2020-07-28 09:44:54,446 - mmaction - INFO - Epoch [164][3200/3757] lr: 2.185e-03, eta: 10:37:49, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5391, top5_acc: 0.7461, loss_cls: 2.0922, loss: 2.0922, grad_norm: 6.8651 2020-07-28 09:45:05,836 - mmaction - INFO - Epoch [164][3220/3757] lr: 2.185e-03, eta: 10:37:36, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5164, top5_acc: 0.7461, loss_cls: 2.0847, loss: 2.0847, grad_norm: 7.1839 2020-07-28 09:45:17,155 - mmaction - INFO - Epoch [164][3240/3757] lr: 2.185e-03, eta: 10:37:24, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.5234, top5_acc: 0.7586, loss_cls: 2.0483, loss: 2.0483, grad_norm: 7.0587 2020-07-28 09:45:28,508 - mmaction - INFO - Epoch [164][3260/3757] lr: 2.185e-03, eta: 10:37:11, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5273, top5_acc: 0.7422, loss_cls: 2.1004, loss: 2.1004, grad_norm: 7.4038 2020-07-28 09:45:39,840 - mmaction - INFO - Epoch [164][3280/3757] lr: 2.185e-03, eta: 10:36:58, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.4992, top5_acc: 0.7438, loss_cls: 2.1425, loss: 2.1425, grad_norm: 7.6015 2020-07-28 09:45:51,195 - mmaction - INFO - Epoch [164][3300/3757] lr: 2.185e-03, eta: 10:36:45, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5148, top5_acc: 0.7336, loss_cls: 2.1446, loss: 2.1446, grad_norm: 7.4794 2020-07-28 09:46:03,056 - mmaction - INFO - Epoch [164][3320/3757] lr: 2.185e-03, eta: 10:36:32, time: 0.593, data_time: 0.031, memory: 5232, top1_acc: 0.5281, top5_acc: 0.7297, loss_cls: 2.1147, loss: 2.1147, grad_norm: 7.3188 2020-07-28 09:46:14,507 - mmaction - INFO - Epoch [164][3340/3757] lr: 2.185e-03, eta: 10:36:20, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5312, top5_acc: 0.7516, loss_cls: 2.0046, loss: 2.0046, grad_norm: 7.1753 2020-07-28 09:46:25,866 - mmaction - INFO - Epoch [164][3360/3757] lr: 2.185e-03, eta: 10:36:07, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5406, top5_acc: 0.7617, loss_cls: 1.9680, loss: 1.9680, grad_norm: 7.2333 2020-07-28 09:46:37,313 - mmaction - INFO - Epoch [164][3380/3757] lr: 2.185e-03, eta: 10:35:54, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5531, top5_acc: 0.7695, loss_cls: 1.9184, loss: 1.9184, grad_norm: 6.7751 2020-07-28 09:46:49,661 - mmaction - INFO - Epoch [164][3400/3757] lr: 2.185e-03, eta: 10:35:42, time: 0.617, data_time: 0.003, memory: 5232, top1_acc: 0.5156, top5_acc: 0.7453, loss_cls: 2.0928, loss: 2.0928, grad_norm: 7.2155 2020-07-28 09:47:01,020 - mmaction - INFO - Epoch [164][3420/3757] lr: 2.185e-03, eta: 10:35:29, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5117, top5_acc: 0.7148, loss_cls: 2.1980, loss: 2.1980, grad_norm: 7.3257 2020-07-28 09:47:12,442 - mmaction - INFO - Epoch [164][3440/3757] lr: 2.185e-03, eta: 10:35:16, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5250, top5_acc: 0.7516, loss_cls: 2.0529, loss: 2.0529, grad_norm: 7.2154 2020-07-28 09:47:23,835 - mmaction - INFO - Epoch [164][3460/3757] lr: 2.185e-03, eta: 10:35:03, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5109, top5_acc: 0.7500, loss_cls: 2.0328, loss: 2.0328, grad_norm: 7.0635 2020-07-28 09:47:35,265 - mmaction - INFO - Epoch [164][3480/3757] lr: 2.185e-03, eta: 10:34:50, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.4914, top5_acc: 0.7328, loss_cls: 2.2106, loss: 2.2106, grad_norm: 7.3705 2020-07-28 09:47:46,697 - mmaction - INFO - Epoch [164][3500/3757] lr: 2.185e-03, eta: 10:34:38, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5398, top5_acc: 0.7539, loss_cls: 2.0358, loss: 2.0358, grad_norm: 7.2563 2020-07-28 09:47:59,174 - mmaction - INFO - Epoch [164][3520/3757] lr: 2.185e-03, eta: 10:34:25, time: 0.624, data_time: 0.003, memory: 5232, top1_acc: 0.5148, top5_acc: 0.7367, loss_cls: 2.0895, loss: 2.0895, grad_norm: 7.3536 2020-07-28 09:48:10,660 - mmaction - INFO - Epoch [164][3540/3757] lr: 2.185e-03, eta: 10:34:12, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5430, top5_acc: 0.7523, loss_cls: 2.0122, loss: 2.0122, grad_norm: 6.9947 2020-07-28 09:48:26,822 - mmaction - INFO - Epoch [164][3560/3757] lr: 2.185e-03, eta: 10:34:00, time: 0.808, data_time: 0.240, memory: 5232, top1_acc: 0.5391, top5_acc: 0.7445, loss_cls: 2.0793, loss: 2.0793, grad_norm: 7.3248 2020-07-28 09:48:42,963 - mmaction - INFO - Epoch [164][3580/3757] lr: 2.185e-03, eta: 10:33:48, time: 0.807, data_time: 0.150, memory: 5232, top1_acc: 0.5195, top5_acc: 0.7492, loss_cls: 2.0500, loss: 2.0500, grad_norm: 7.3400 2020-07-28 09:48:59,182 - mmaction - INFO - Epoch [164][3600/3757] lr: 2.185e-03, eta: 10:33:36, time: 0.811, data_time: 0.245, memory: 5232, top1_acc: 0.5312, top5_acc: 0.7539, loss_cls: 2.0662, loss: 2.0662, grad_norm: 7.4079 2020-07-28 09:49:15,883 - mmaction - INFO - Epoch [164][3620/3757] lr: 2.185e-03, eta: 10:33:24, time: 0.835, data_time: 0.191, memory: 5232, top1_acc: 0.5141, top5_acc: 0.7297, loss_cls: 2.1895, loss: 2.1895, grad_norm: 7.5311 2020-07-28 09:49:32,291 - mmaction - INFO - Epoch [164][3640/3757] lr: 2.185e-03, eta: 10:33:12, time: 0.820, data_time: 0.240, memory: 5232, top1_acc: 0.4898, top5_acc: 0.7164, loss_cls: 2.2362, loss: 2.2362, grad_norm: 7.3195 2020-07-28 09:49:43,646 - mmaction - INFO - Epoch [164][3660/3757] lr: 2.185e-03, eta: 10:32:59, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5156, top5_acc: 0.7367, loss_cls: 2.1473, loss: 2.1473, grad_norm: 7.2875 2020-07-28 09:49:56,417 - mmaction - INFO - Epoch [164][3680/3757] lr: 2.185e-03, eta: 10:32:46, time: 0.638, data_time: 0.003, memory: 5232, top1_acc: 0.5070, top5_acc: 0.7375, loss_cls: 2.1587, loss: 2.1587, grad_norm: 7.2948 2020-07-28 09:50:08,129 - mmaction - INFO - Epoch [164][3700/3757] lr: 2.185e-03, eta: 10:32:33, time: 0.586, data_time: 0.019, memory: 5232, top1_acc: 0.5211, top5_acc: 0.7531, loss_cls: 2.0603, loss: 2.0603, grad_norm: 7.3330 2020-07-28 09:50:19,472 - mmaction - INFO - Epoch [164][3720/3757] lr: 2.185e-03, eta: 10:32:21, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5383, top5_acc: 0.7531, loss_cls: 2.0826, loss: 2.0826, grad_norm: 7.2663 2020-07-28 09:50:31,037 - mmaction - INFO - Epoch [164][3740/3757] lr: 2.185e-03, eta: 10:32:08, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.5070, top5_acc: 0.7211, loss_cls: 2.1530, loss: 2.1530, grad_norm: 7.3358 2020-07-28 09:55:00,192 - mmaction - INFO - Epoch [165][20/3757] lr: 1.937e-03, eta: 10:32:12, time: 12.226, data_time: 11.638, memory: 5232, top1_acc: 0.5195, top5_acc: 0.7492, loss_cls: 2.0624, loss: 2.0624, grad_norm: 7.2598 2020-07-28 09:55:11,509 - mmaction - INFO - Epoch [165][40/3757] lr: 1.937e-03, eta: 10:31:59, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.4750, top5_acc: 0.7281, loss_cls: 2.2192, loss: 2.2192, grad_norm: 7.4766 2020-07-28 09:55:22,907 - mmaction - INFO - Epoch [165][60/3757] lr: 1.937e-03, eta: 10:31:46, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5219, top5_acc: 0.7367, loss_cls: 2.0641, loss: 2.0641, grad_norm: 7.0728 2020-07-28 09:55:34,249 - mmaction - INFO - Epoch [165][80/3757] lr: 1.937e-03, eta: 10:31:34, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.5156, top5_acc: 0.7539, loss_cls: 2.0620, loss: 2.0620, grad_norm: 7.3237 2020-07-28 09:55:45,594 - mmaction - INFO - Epoch [165][100/3757] lr: 1.937e-03, eta: 10:31:21, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5133, top5_acc: 0.7391, loss_cls: 2.1304, loss: 2.1304, grad_norm: 7.5553 2020-07-28 09:55:57,437 - mmaction - INFO - Epoch [165][120/3757] lr: 1.937e-03, eta: 10:31:08, time: 0.592, data_time: 0.030, memory: 5232, top1_acc: 0.5398, top5_acc: 0.7523, loss_cls: 2.0136, loss: 2.0136, grad_norm: 7.0476 2020-07-28 09:56:08,768 - mmaction - INFO - Epoch [165][140/3757] lr: 1.937e-03, eta: 10:30:55, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5070, top5_acc: 0.7422, loss_cls: 2.1117, loss: 2.1117, grad_norm: 7.6017 2020-07-28 09:56:20,074 - mmaction - INFO - Epoch [165][160/3757] lr: 1.937e-03, eta: 10:30:43, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.5336, top5_acc: 0.7461, loss_cls: 2.0606, loss: 2.0606, grad_norm: 7.2263 2020-07-28 09:56:31,431 - mmaction - INFO - Epoch [165][180/3757] lr: 1.937e-03, eta: 10:30:30, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5258, top5_acc: 0.7688, loss_cls: 2.0043, loss: 2.0043, grad_norm: 7.1343 2020-07-28 09:56:43,047 - mmaction - INFO - Epoch [165][200/3757] lr: 1.937e-03, eta: 10:30:17, time: 0.580, data_time: 0.013, memory: 5232, top1_acc: 0.5344, top5_acc: 0.7516, loss_cls: 2.0699, loss: 2.0699, grad_norm: 7.1478 2020-07-28 09:56:54,405 - mmaction - INFO - Epoch [165][220/3757] lr: 1.937e-03, eta: 10:30:04, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5211, top5_acc: 0.7477, loss_cls: 2.0678, loss: 2.0678, grad_norm: 7.1605 2020-07-28 09:57:05,791 - mmaction - INFO - Epoch [165][240/3757] lr: 1.937e-03, eta: 10:29:51, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.5250, top5_acc: 0.7430, loss_cls: 2.0828, loss: 2.0828, grad_norm: 7.3431 2020-07-28 09:57:17,208 - mmaction - INFO - Epoch [165][260/3757] lr: 1.937e-03, eta: 10:29:39, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5195, top5_acc: 0.7328, loss_cls: 2.1295, loss: 2.1295, grad_norm: 7.2909 2020-07-28 09:57:28,608 - mmaction - INFO - Epoch [165][280/3757] lr: 1.937e-03, eta: 10:29:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5164, top5_acc: 0.7344, loss_cls: 2.1104, loss: 2.1104, grad_norm: 7.1636 2020-07-28 09:57:40,073 - mmaction - INFO - Epoch [165][300/3757] lr: 1.937e-03, eta: 10:29:13, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5289, top5_acc: 0.7555, loss_cls: 2.0421, loss: 2.0421, grad_norm: 7.0147 2020-07-28 09:57:51,524 - mmaction - INFO - Epoch [165][320/3757] lr: 1.937e-03, eta: 10:29:00, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5453, top5_acc: 0.7547, loss_cls: 1.9772, loss: 1.9772, grad_norm: 6.8995 2020-07-28 09:58:03,069 - mmaction - INFO - Epoch [165][340/3757] lr: 1.937e-03, eta: 10:28:48, time: 0.577, data_time: 0.011, memory: 5232, top1_acc: 0.5211, top5_acc: 0.7414, loss_cls: 2.0583, loss: 2.0583, grad_norm: 7.2489 2020-07-28 09:58:14,529 - mmaction - INFO - Epoch [165][360/3757] lr: 1.937e-03, eta: 10:28:35, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5359, top5_acc: 0.7523, loss_cls: 2.0475, loss: 2.0475, grad_norm: 7.2364 2020-07-28 09:58:25,920 - mmaction - INFO - Epoch [165][380/3757] lr: 1.937e-03, eta: 10:28:22, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5266, top5_acc: 0.7539, loss_cls: 1.9941, loss: 1.9941, grad_norm: 7.0152 2020-07-28 09:58:37,284 - mmaction - INFO - Epoch [165][400/3757] lr: 1.937e-03, eta: 10:28:09, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.5273, top5_acc: 0.7461, loss_cls: 2.1258, loss: 2.1258, grad_norm: 7.4096 2020-07-28 09:58:48,627 - mmaction - INFO - Epoch [165][420/3757] lr: 1.937e-03, eta: 10:27:57, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5523, top5_acc: 0.7750, loss_cls: 1.9043, loss: 1.9043, grad_norm: 7.0592 2020-07-28 09:59:00,006 - mmaction - INFO - Epoch [165][440/3757] lr: 1.937e-03, eta: 10:27:44, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5312, top5_acc: 0.7484, loss_cls: 2.0231, loss: 2.0231, grad_norm: 7.2709 2020-07-28 09:59:11,343 - mmaction - INFO - Epoch [165][460/3757] lr: 1.937e-03, eta: 10:27:31, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5211, top5_acc: 0.7500, loss_cls: 2.0879, loss: 2.0879, grad_norm: 7.4249 2020-07-28 09:59:23,093 - mmaction - INFO - Epoch [165][480/3757] lr: 1.937e-03, eta: 10:27:18, time: 0.587, data_time: 0.026, memory: 5232, top1_acc: 0.5445, top5_acc: 0.7477, loss_cls: 2.0697, loss: 2.0697, grad_norm: 7.3964 2020-07-28 09:59:34,443 - mmaction - INFO - Epoch [165][500/3757] lr: 1.937e-03, eta: 10:27:05, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5172, top5_acc: 0.7398, loss_cls: 2.1059, loss: 2.1059, grad_norm: 7.3269 2020-07-28 09:59:45,850 - mmaction - INFO - Epoch [165][520/3757] lr: 1.937e-03, eta: 10:26:53, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5188, top5_acc: 0.7617, loss_cls: 2.0620, loss: 2.0620, grad_norm: 7.3060 2020-07-28 09:59:57,359 - mmaction - INFO - Epoch [165][540/3757] lr: 1.937e-03, eta: 10:26:40, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5352, top5_acc: 0.7578, loss_cls: 2.0437, loss: 2.0437, grad_norm: 7.0643 2020-07-28 10:00:21,419 - mmaction - INFO - Epoch [165][560/3757] lr: 1.937e-03, eta: 10:26:29, time: 1.186, data_time: 0.011, memory: 5232, top1_acc: 0.5141, top5_acc: 0.7328, loss_cls: 2.1680, loss: 2.1680, grad_norm: 7.4092 2020-07-28 10:00:33,020 - mmaction - INFO - Epoch [165][580/3757] lr: 1.937e-03, eta: 10:26:16, time: 0.597, data_time: 0.033, memory: 5232, top1_acc: 0.5484, top5_acc: 0.7500, loss_cls: 2.0272, loss: 2.0272, grad_norm: 7.2494 2020-07-28 10:00:44,526 - mmaction - INFO - Epoch [165][600/3757] lr: 1.937e-03, eta: 10:26:03, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5172, top5_acc: 0.7406, loss_cls: 2.1363, loss: 2.1363, grad_norm: 7.5416 2020-07-28 10:00:56,045 - mmaction - INFO - Epoch [165][620/3757] lr: 1.937e-03, eta: 10:25:50, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.5273, top5_acc: 0.7438, loss_cls: 2.0673, loss: 2.0673, grad_norm: 7.2050 2020-07-28 10:01:07,491 - mmaction - INFO - Epoch [165][640/3757] lr: 1.937e-03, eta: 10:25:38, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5141, top5_acc: 0.7422, loss_cls: 2.1090, loss: 2.1090, grad_norm: 7.3952 2020-07-28 10:01:18,828 - mmaction - INFO - Epoch [165][660/3757] lr: 1.937e-03, eta: 10:25:25, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5250, top5_acc: 0.7500, loss_cls: 2.0570, loss: 2.0570, grad_norm: 7.2942 2020-07-28 10:01:30,217 - mmaction - INFO - Epoch [165][680/3757] lr: 1.937e-03, eta: 10:25:12, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5219, top5_acc: 0.7453, loss_cls: 2.0718, loss: 2.0718, grad_norm: 7.1964 2020-07-28 10:01:41,639 - mmaction - INFO - Epoch [165][700/3757] lr: 1.937e-03, eta: 10:24:59, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5344, top5_acc: 0.7641, loss_cls: 1.9676, loss: 1.9676, grad_norm: 7.0137 2020-07-28 10:01:53,123 - mmaction - INFO - Epoch [165][720/3757] lr: 1.937e-03, eta: 10:24:47, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.5250, top5_acc: 0.7398, loss_cls: 2.0604, loss: 2.0604, grad_norm: 7.3542 2020-07-28 10:02:04,604 - mmaction - INFO - Epoch [165][740/3757] lr: 1.937e-03, eta: 10:24:34, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4992, top5_acc: 0.7258, loss_cls: 2.2153, loss: 2.2153, grad_norm: 7.4094 2020-07-28 10:02:16,062 - mmaction - INFO - Epoch [165][760/3757] lr: 1.937e-03, eta: 10:24:21, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5352, top5_acc: 0.7641, loss_cls: 2.0046, loss: 2.0046, grad_norm: 7.1129 2020-07-28 10:02:27,463 - mmaction - INFO - Epoch [165][780/3757] lr: 1.937e-03, eta: 10:24:08, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5273, top5_acc: 0.7430, loss_cls: 2.0987, loss: 2.0987, grad_norm: 7.3349 2020-07-28 10:02:38,826 - mmaction - INFO - Epoch [165][800/3757] lr: 1.937e-03, eta: 10:23:56, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5430, top5_acc: 0.7648, loss_cls: 1.9783, loss: 1.9783, grad_norm: 7.1954 2020-07-28 10:02:50,232 - mmaction - INFO - Epoch [165][820/3757] lr: 1.937e-03, eta: 10:23:43, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5281, top5_acc: 0.7422, loss_cls: 2.0430, loss: 2.0430, grad_norm: 7.1744 2020-07-28 10:03:01,746 - mmaction - INFO - Epoch [165][840/3757] lr: 1.937e-03, eta: 10:23:30, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5258, top5_acc: 0.7344, loss_cls: 2.1304, loss: 2.1304, grad_norm: 7.4149 2020-07-28 10:03:13,090 - mmaction - INFO - Epoch [165][860/3757] lr: 1.937e-03, eta: 10:23:17, time: 0.567, data_time: 0.004, memory: 5232, top1_acc: 0.5367, top5_acc: 0.7719, loss_cls: 1.9674, loss: 1.9674, grad_norm: 7.1495 2020-07-28 10:03:24,499 - mmaction - INFO - Epoch [165][880/3757] lr: 1.937e-03, eta: 10:23:04, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5367, top5_acc: 0.7453, loss_cls: 2.0908, loss: 2.0908, grad_norm: 7.6933 2020-07-28 10:03:35,857 - mmaction - INFO - Epoch [165][900/3757] lr: 1.937e-03, eta: 10:22:52, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5266, top5_acc: 0.7359, loss_cls: 2.1031, loss: 2.1031, grad_norm: 7.1324 2020-07-28 10:03:47,334 - mmaction - INFO - Epoch [165][920/3757] lr: 1.937e-03, eta: 10:22:39, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5500, top5_acc: 0.7594, loss_cls: 2.0143, loss: 2.0143, grad_norm: 7.2327 2020-07-28 10:03:58,714 - mmaction - INFO - Epoch [165][940/3757] lr: 1.937e-03, eta: 10:22:26, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5344, top5_acc: 0.7484, loss_cls: 2.0922, loss: 2.0922, grad_norm: 7.4839 2020-07-28 10:04:10,158 - mmaction - INFO - Epoch [165][960/3757] lr: 1.937e-03, eta: 10:22:13, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.5437, top5_acc: 0.7648, loss_cls: 1.9834, loss: 1.9834, grad_norm: 6.9468 2020-07-28 10:04:21,670 - mmaction - INFO - Epoch [165][980/3757] lr: 1.937e-03, eta: 10:22:01, time: 0.576, data_time: 0.005, memory: 5232, top1_acc: 0.5219, top5_acc: 0.7438, loss_cls: 2.1127, loss: 2.1127, grad_norm: 7.2455 2020-07-28 10:04:33,352 - mmaction - INFO - Epoch [165][1000/3757] lr: 1.937e-03, eta: 10:21:48, time: 0.584, data_time: 0.017, memory: 5232, top1_acc: 0.5094, top5_acc: 0.7242, loss_cls: 2.1442, loss: 2.1442, grad_norm: 7.4817 2020-07-28 10:04:44,829 - mmaction - INFO - Epoch [165][1020/3757] lr: 1.937e-03, eta: 10:21:35, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5141, top5_acc: 0.7398, loss_cls: 2.1428, loss: 2.1428, grad_norm: 7.4233 2020-07-28 10:04:56,316 - mmaction - INFO - Epoch [165][1040/3757] lr: 1.937e-03, eta: 10:21:22, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5039, top5_acc: 0.7422, loss_cls: 2.1735, loss: 2.1735, grad_norm: 7.5138 2020-07-28 10:05:07,785 - mmaction - INFO - Epoch [165][1060/3757] lr: 1.937e-03, eta: 10:21:10, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5289, top5_acc: 0.7477, loss_cls: 2.0915, loss: 2.0915, grad_norm: 7.0692 2020-07-28 10:05:19,173 - mmaction - INFO - Epoch [165][1080/3757] lr: 1.937e-03, eta: 10:20:57, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5289, top5_acc: 0.7508, loss_cls: 2.0955, loss: 2.0955, grad_norm: 7.2790 2020-07-28 10:05:31,155 - mmaction - INFO - Epoch [165][1100/3757] lr: 1.937e-03, eta: 10:20:44, time: 0.599, data_time: 0.032, memory: 5232, top1_acc: 0.5414, top5_acc: 0.7461, loss_cls: 2.0576, loss: 2.0576, grad_norm: 6.7957 2020-07-28 10:05:42,572 - mmaction - INFO - Epoch [165][1120/3757] lr: 1.937e-03, eta: 10:20:31, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5188, top5_acc: 0.7422, loss_cls: 2.0923, loss: 2.0923, grad_norm: 7.5745 2020-07-28 10:05:54,007 - mmaction - INFO - Epoch [165][1140/3757] lr: 1.937e-03, eta: 10:20:19, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5422, top5_acc: 0.7578, loss_cls: 2.0125, loss: 2.0125, grad_norm: 7.0845 2020-07-28 10:06:05,419 - mmaction - INFO - Epoch [165][1160/3757] lr: 1.937e-03, eta: 10:20:06, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5469, top5_acc: 0.7547, loss_cls: 1.9697, loss: 1.9697, grad_norm: 7.0239 2020-07-28 10:06:16,887 - mmaction - INFO - Epoch [165][1180/3757] lr: 1.937e-03, eta: 10:19:53, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5109, top5_acc: 0.7430, loss_cls: 2.0774, loss: 2.0774, grad_norm: 7.4237 2020-07-28 10:06:28,310 - mmaction - INFO - Epoch [165][1200/3757] lr: 1.937e-03, eta: 10:19:40, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5188, top5_acc: 0.7477, loss_cls: 2.0780, loss: 2.0780, grad_norm: 7.3551 2020-07-28 10:06:39,755 - mmaction - INFO - Epoch [165][1220/3757] lr: 1.937e-03, eta: 10:19:27, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5328, top5_acc: 0.7453, loss_cls: 2.0565, loss: 2.0565, grad_norm: 7.2329 2020-07-28 10:06:51,208 - mmaction - INFO - Epoch [165][1240/3757] lr: 1.937e-03, eta: 10:19:15, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.5039, top5_acc: 0.7398, loss_cls: 2.1596, loss: 2.1596, grad_norm: 7.5247 2020-07-28 10:07:02,583 - mmaction - INFO - Epoch [165][1260/3757] lr: 1.937e-03, eta: 10:19:02, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5102, top5_acc: 0.7445, loss_cls: 2.0464, loss: 2.0464, grad_norm: 7.2175 2020-07-28 10:07:14,035 - mmaction - INFO - Epoch [165][1280/3757] lr: 1.937e-03, eta: 10:18:49, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5367, top5_acc: 0.7625, loss_cls: 2.0227, loss: 2.0227, grad_norm: 7.0204 2020-07-28 10:07:25,507 - mmaction - INFO - Epoch [165][1300/3757] lr: 1.937e-03, eta: 10:18:36, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5289, top5_acc: 0.7391, loss_cls: 2.1089, loss: 2.1089, grad_norm: 7.2885 2020-07-28 10:07:36,884 - mmaction - INFO - Epoch [165][1320/3757] lr: 1.937e-03, eta: 10:18:24, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5109, top5_acc: 0.7328, loss_cls: 2.1333, loss: 2.1333, grad_norm: 7.2974 2020-07-28 10:07:48,321 - mmaction - INFO - Epoch [165][1340/3757] lr: 1.937e-03, eta: 10:18:11, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5297, top5_acc: 0.7453, loss_cls: 2.0775, loss: 2.0775, grad_norm: 7.3944 2020-07-28 10:07:59,731 - mmaction - INFO - Epoch [165][1360/3757] lr: 1.937e-03, eta: 10:17:58, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.5461, top5_acc: 0.7602, loss_cls: 2.0208, loss: 2.0208, grad_norm: 7.3802 2020-07-28 10:08:11,092 - mmaction - INFO - Epoch [165][1380/3757] lr: 1.937e-03, eta: 10:17:45, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5211, top5_acc: 0.7414, loss_cls: 2.0762, loss: 2.0762, grad_norm: 7.2596 2020-07-28 10:08:22,811 - mmaction - INFO - Epoch [165][1400/3757] lr: 1.937e-03, eta: 10:17:33, time: 0.586, data_time: 0.025, memory: 5232, top1_acc: 0.5258, top5_acc: 0.7609, loss_cls: 2.0272, loss: 2.0272, grad_norm: 7.4532 2020-07-28 10:08:34,172 - mmaction - INFO - Epoch [165][1420/3757] lr: 1.937e-03, eta: 10:17:20, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5359, top5_acc: 0.7422, loss_cls: 2.0854, loss: 2.0854, grad_norm: 7.2452 2020-07-28 10:08:45,555 - mmaction - INFO - Epoch [165][1440/3757] lr: 1.937e-03, eta: 10:17:07, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5211, top5_acc: 0.7531, loss_cls: 2.0602, loss: 2.0602, grad_norm: 7.2368 2020-07-28 10:08:56,992 - mmaction - INFO - Epoch [165][1460/3757] lr: 1.937e-03, eta: 10:16:54, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5414, top5_acc: 0.7445, loss_cls: 2.0527, loss: 2.0527, grad_norm: 7.2119 2020-07-28 10:09:08,415 - mmaction - INFO - Epoch [165][1480/3757] lr: 1.937e-03, eta: 10:16:42, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5164, top5_acc: 0.7445, loss_cls: 2.0616, loss: 2.0616, grad_norm: 7.2897 2020-07-28 10:09:19,762 - mmaction - INFO - Epoch [165][1500/3757] lr: 1.937e-03, eta: 10:16:29, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5133, top5_acc: 0.7344, loss_cls: 2.1661, loss: 2.1661, grad_norm: 7.7039 2020-07-28 10:09:31,242 - mmaction - INFO - Epoch [165][1520/3757] lr: 1.937e-03, eta: 10:16:16, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5328, top5_acc: 0.7547, loss_cls: 1.9874, loss: 1.9874, grad_norm: 7.0240 2020-07-28 10:09:42,955 - mmaction - INFO - Epoch [165][1540/3757] lr: 1.937e-03, eta: 10:16:03, time: 0.586, data_time: 0.021, memory: 5232, top1_acc: 0.5227, top5_acc: 0.7328, loss_cls: 2.1115, loss: 2.1115, grad_norm: 7.0847 2020-07-28 10:09:54,390 - mmaction - INFO - Epoch [165][1560/3757] lr: 1.937e-03, eta: 10:15:51, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5172, top5_acc: 0.7500, loss_cls: 2.0563, loss: 2.0563, grad_norm: 7.2555 2020-07-28 10:10:05,833 - mmaction - INFO - Epoch [165][1580/3757] lr: 1.937e-03, eta: 10:15:38, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.5414, top5_acc: 0.7648, loss_cls: 2.0086, loss: 2.0086, grad_norm: 7.2708 2020-07-28 10:10:17,343 - mmaction - INFO - Epoch [165][1600/3757] lr: 1.937e-03, eta: 10:15:25, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5086, top5_acc: 0.7484, loss_cls: 2.1166, loss: 2.1166, grad_norm: 7.1711 2020-07-28 10:10:28,759 - mmaction - INFO - Epoch [165][1620/3757] lr: 1.937e-03, eta: 10:15:12, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5563, top5_acc: 0.7633, loss_cls: 1.9895, loss: 1.9895, grad_norm: 7.3298 2020-07-28 10:10:40,217 - mmaction - INFO - Epoch [165][1640/3757] lr: 1.937e-03, eta: 10:14:59, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5203, top5_acc: 0.7398, loss_cls: 2.0724, loss: 2.0724, grad_norm: 7.1114 2020-07-28 10:10:51,668 - mmaction - INFO - Epoch [165][1660/3757] lr: 1.937e-03, eta: 10:14:47, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5250, top5_acc: 0.7617, loss_cls: 2.0888, loss: 2.0888, grad_norm: 7.4499 2020-07-28 10:11:03,078 - mmaction - INFO - Epoch [165][1680/3757] lr: 1.937e-03, eta: 10:14:34, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5172, top5_acc: 0.7516, loss_cls: 2.0728, loss: 2.0728, grad_norm: 7.3321 2020-07-28 10:11:14,547 - mmaction - INFO - Epoch [165][1700/3757] lr: 1.937e-03, eta: 10:14:21, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5312, top5_acc: 0.7547, loss_cls: 2.0780, loss: 2.0780, grad_norm: 7.1860 2020-07-28 10:11:25,996 - mmaction - INFO - Epoch [165][1720/3757] lr: 1.937e-03, eta: 10:14:08, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5094, top5_acc: 0.7523, loss_cls: 2.0998, loss: 2.0998, grad_norm: 7.0820 2020-07-28 10:11:37,920 - mmaction - INFO - Epoch [165][1740/3757] lr: 1.937e-03, eta: 10:13:56, time: 0.596, data_time: 0.026, memory: 5232, top1_acc: 0.5445, top5_acc: 0.7648, loss_cls: 1.9797, loss: 1.9797, grad_norm: 6.9897 2020-07-28 10:11:49,484 - mmaction - INFO - Epoch [165][1760/3757] lr: 1.937e-03, eta: 10:13:43, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.5422, top5_acc: 0.7531, loss_cls: 2.0380, loss: 2.0380, grad_norm: 7.2019 2020-07-28 10:12:00,968 - mmaction - INFO - Epoch [165][1780/3757] lr: 1.937e-03, eta: 10:13:30, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5250, top5_acc: 0.7492, loss_cls: 2.0078, loss: 2.0078, grad_norm: 7.1597 2020-07-28 10:12:12,408 - mmaction - INFO - Epoch [165][1800/3757] lr: 1.937e-03, eta: 10:13:17, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5141, top5_acc: 0.7555, loss_cls: 2.0640, loss: 2.0640, grad_norm: 7.0786 2020-07-28 10:12:23,831 - mmaction - INFO - Epoch [165][1820/3757] lr: 1.937e-03, eta: 10:13:05, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5281, top5_acc: 0.7438, loss_cls: 2.0855, loss: 2.0855, grad_norm: 7.1890 2020-07-28 10:12:35,333 - mmaction - INFO - Epoch [165][1840/3757] lr: 1.937e-03, eta: 10:12:52, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5047, top5_acc: 0.7367, loss_cls: 2.1714, loss: 2.1714, grad_norm: 7.2343 2020-07-28 10:12:46,717 - mmaction - INFO - Epoch [165][1860/3757] lr: 1.937e-03, eta: 10:12:39, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5164, top5_acc: 0.7484, loss_cls: 2.0852, loss: 2.0852, grad_norm: 7.3980 2020-07-28 10:12:58,103 - mmaction - INFO - Epoch [165][1880/3757] lr: 1.937e-03, eta: 10:12:26, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5477, top5_acc: 0.7602, loss_cls: 1.9986, loss: 1.9986, grad_norm: 7.1815 2020-07-28 10:13:09,522 - mmaction - INFO - Epoch [165][1900/3757] lr: 1.937e-03, eta: 10:12:14, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5219, top5_acc: 0.7656, loss_cls: 2.0149, loss: 2.0149, grad_norm: 7.2893 2020-07-28 10:13:20,958 - mmaction - INFO - Epoch [165][1920/3757] lr: 1.937e-03, eta: 10:12:01, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.5539, top5_acc: 0.7531, loss_cls: 1.9789, loss: 1.9789, grad_norm: 6.9197 2020-07-28 10:13:32,274 - mmaction - INFO - Epoch [165][1940/3757] lr: 1.937e-03, eta: 10:11:48, time: 0.566, data_time: 0.001, memory: 5232, top1_acc: 0.5266, top5_acc: 0.7500, loss_cls: 2.0279, loss: 2.0279, grad_norm: 7.4198 2020-07-28 10:13:43,686 - mmaction - INFO - Epoch [165][1960/3757] lr: 1.937e-03, eta: 10:11:35, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5312, top5_acc: 0.7578, loss_cls: 2.0751, loss: 2.0751, grad_norm: 7.3294 2020-07-28 10:13:55,180 - mmaction - INFO - Epoch [165][1980/3757] lr: 1.937e-03, eta: 10:11:23, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5289, top5_acc: 0.7539, loss_cls: 2.0637, loss: 2.0637, grad_norm: 7.3620 2020-07-28 10:14:06,502 - mmaction - INFO - Epoch [165][2000/3757] lr: 1.937e-03, eta: 10:11:10, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5219, top5_acc: 0.7438, loss_cls: 2.0987, loss: 2.0987, grad_norm: 7.5090 2020-07-28 10:14:17,966 - mmaction - INFO - Epoch [165][2020/3757] lr: 1.937e-03, eta: 10:10:57, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5258, top5_acc: 0.7531, loss_cls: 1.9935, loss: 1.9935, grad_norm: 7.0222 2020-07-28 10:14:29,333 - mmaction - INFO - Epoch [165][2040/3757] lr: 1.937e-03, eta: 10:10:44, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5484, top5_acc: 0.7453, loss_cls: 2.0393, loss: 2.0393, grad_norm: 7.1217 2020-07-28 10:14:40,700 - mmaction - INFO - Epoch [165][2060/3757] lr: 1.937e-03, eta: 10:10:31, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5398, top5_acc: 0.7531, loss_cls: 2.0210, loss: 2.0210, grad_norm: 7.0206 2020-07-28 10:14:52,082 - mmaction - INFO - Epoch [165][2080/3757] lr: 1.937e-03, eta: 10:10:19, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5305, top5_acc: 0.7438, loss_cls: 2.0633, loss: 2.0633, grad_norm: 7.4425 2020-07-28 10:15:03,513 - mmaction - INFO - Epoch [165][2100/3757] lr: 1.937e-03, eta: 10:10:06, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5164, top5_acc: 0.7469, loss_cls: 2.0706, loss: 2.0706, grad_norm: 7.3459 2020-07-28 10:15:14,839 - mmaction - INFO - Epoch [165][2120/3757] lr: 1.937e-03, eta: 10:09:53, time: 0.566, data_time: 0.001, memory: 5232, top1_acc: 0.5109, top5_acc: 0.7344, loss_cls: 2.1605, loss: 2.1605, grad_norm: 7.6901 2020-07-28 10:15:26,288 - mmaction - INFO - Epoch [165][2140/3757] lr: 1.937e-03, eta: 10:09:40, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5406, top5_acc: 0.7516, loss_cls: 2.0500, loss: 2.0500, grad_norm: 7.1728 2020-07-28 10:15:37,723 - mmaction - INFO - Epoch [165][2160/3757] lr: 1.937e-03, eta: 10:09:28, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5289, top5_acc: 0.7688, loss_cls: 1.9872, loss: 1.9872, grad_norm: 7.2662 2020-07-28 10:15:49,171 - mmaction - INFO - Epoch [165][2180/3757] lr: 1.937e-03, eta: 10:09:15, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5273, top5_acc: 0.7453, loss_cls: 2.0610, loss: 2.0610, grad_norm: 7.3870 2020-07-28 10:16:00,599 - mmaction - INFO - Epoch [165][2200/3757] lr: 1.937e-03, eta: 10:09:02, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.5453, top5_acc: 0.7648, loss_cls: 1.9933, loss: 1.9933, grad_norm: 7.5425 2020-07-28 10:16:11,975 - mmaction - INFO - Epoch [165][2220/3757] lr: 1.937e-03, eta: 10:08:49, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5172, top5_acc: 0.7227, loss_cls: 2.1880, loss: 2.1880, grad_norm: 7.4712 2020-07-28 10:16:23,958 - mmaction - INFO - Epoch [165][2240/3757] lr: 1.937e-03, eta: 10:08:37, time: 0.599, data_time: 0.037, memory: 5232, top1_acc: 0.5320, top5_acc: 0.7695, loss_cls: 1.9926, loss: 1.9926, grad_norm: 7.1561 2020-07-28 10:16:35,361 - mmaction - INFO - Epoch [165][2260/3757] lr: 1.937e-03, eta: 10:08:24, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5328, top5_acc: 0.7578, loss_cls: 2.0497, loss: 2.0497, grad_norm: 7.4900 2020-07-28 10:16:46,831 - mmaction - INFO - Epoch [165][2280/3757] lr: 1.937e-03, eta: 10:08:11, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5242, top5_acc: 0.7625, loss_cls: 2.0041, loss: 2.0041, grad_norm: 7.2909 2020-07-28 10:16:58,925 - mmaction - INFO - Epoch [165][2300/3757] lr: 1.937e-03, eta: 10:07:58, time: 0.605, data_time: 0.040, memory: 5232, top1_acc: 0.5547, top5_acc: 0.7625, loss_cls: 1.9737, loss: 1.9737, grad_norm: 7.2098 2020-07-28 10:17:10,346 - mmaction - INFO - Epoch [165][2320/3757] lr: 1.937e-03, eta: 10:07:46, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.5203, top5_acc: 0.7391, loss_cls: 2.0881, loss: 2.0881, grad_norm: 7.2252 2020-07-28 10:17:21,753 - mmaction - INFO - Epoch [165][2340/3757] lr: 1.937e-03, eta: 10:07:33, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.5289, top5_acc: 0.7359, loss_cls: 2.1143, loss: 2.1143, grad_norm: 7.3878 2020-07-28 10:17:33,972 - mmaction - INFO - Epoch [165][2360/3757] lr: 1.937e-03, eta: 10:07:20, time: 0.611, data_time: 0.041, memory: 5232, top1_acc: 0.5055, top5_acc: 0.7500, loss_cls: 2.1276, loss: 2.1276, grad_norm: 7.4573 2020-07-28 10:17:45,461 - mmaction - INFO - Epoch [165][2380/3757] lr: 1.937e-03, eta: 10:07:08, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5367, top5_acc: 0.7680, loss_cls: 1.9744, loss: 1.9744, grad_norm: 7.1268 2020-07-28 10:17:56,900 - mmaction - INFO - Epoch [165][2400/3757] lr: 1.937e-03, eta: 10:06:55, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.5125, top5_acc: 0.7445, loss_cls: 2.0627, loss: 2.0627, grad_norm: 7.4375 2020-07-28 10:18:08,815 - mmaction - INFO - Epoch [165][2420/3757] lr: 1.937e-03, eta: 10:06:42, time: 0.595, data_time: 0.034, memory: 5232, top1_acc: 0.5305, top5_acc: 0.7539, loss_cls: 2.0283, loss: 2.0283, grad_norm: 7.0804 2020-07-28 10:18:20,288 - mmaction - INFO - Epoch [165][2440/3757] lr: 1.937e-03, eta: 10:06:29, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.5312, top5_acc: 0.7422, loss_cls: 2.0992, loss: 2.0992, grad_norm: 7.4759 2020-07-28 10:18:31,695 - mmaction - INFO - Epoch [165][2460/3757] lr: 1.937e-03, eta: 10:06:17, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5258, top5_acc: 0.7398, loss_cls: 2.1438, loss: 2.1438, grad_norm: 7.3826 2020-07-28 10:18:43,159 - mmaction - INFO - Epoch [165][2480/3757] lr: 1.937e-03, eta: 10:06:04, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5195, top5_acc: 0.7391, loss_cls: 2.0585, loss: 2.0585, grad_norm: 7.2394 2020-07-28 10:18:54,529 - mmaction - INFO - Epoch [165][2500/3757] lr: 1.937e-03, eta: 10:05:51, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5359, top5_acc: 0.7406, loss_cls: 2.0602, loss: 2.0602, grad_norm: 7.0656 2020-07-28 10:19:06,026 - mmaction - INFO - Epoch [165][2520/3757] lr: 1.937e-03, eta: 10:05:38, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5273, top5_acc: 0.7453, loss_cls: 2.0619, loss: 2.0619, grad_norm: 7.0728 2020-07-28 10:19:17,395 - mmaction - INFO - Epoch [165][2540/3757] lr: 1.937e-03, eta: 10:05:26, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5531, top5_acc: 0.7617, loss_cls: 1.9681, loss: 1.9681, grad_norm: 7.1283 2020-07-28 10:19:28,759 - mmaction - INFO - Epoch [165][2560/3757] lr: 1.937e-03, eta: 10:05:13, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.5227, top5_acc: 0.7523, loss_cls: 2.0832, loss: 2.0832, grad_norm: 7.2476 2020-07-28 10:19:40,405 - mmaction - INFO - Epoch [165][2580/3757] lr: 1.937e-03, eta: 10:05:00, time: 0.583, data_time: 0.018, memory: 5232, top1_acc: 0.5312, top5_acc: 0.7461, loss_cls: 2.0538, loss: 2.0538, grad_norm: 7.3558 2020-07-28 10:19:51,940 - mmaction - INFO - Epoch [165][2600/3757] lr: 1.937e-03, eta: 10:04:47, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5297, top5_acc: 0.7555, loss_cls: 2.0287, loss: 2.0287, grad_norm: 7.1072 2020-07-28 10:20:03,409 - mmaction - INFO - Epoch [165][2620/3757] lr: 1.937e-03, eta: 10:04:34, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5211, top5_acc: 0.7578, loss_cls: 2.0590, loss: 2.0590, grad_norm: 7.3442 2020-07-28 10:20:15,293 - mmaction - INFO - Epoch [165][2640/3757] lr: 1.937e-03, eta: 10:04:22, time: 0.594, data_time: 0.032, memory: 5232, top1_acc: 0.5320, top5_acc: 0.7445, loss_cls: 2.1139, loss: 2.1139, grad_norm: 7.2923 2020-07-28 10:20:26,672 - mmaction - INFO - Epoch [165][2660/3757] lr: 1.937e-03, eta: 10:04:09, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5281, top5_acc: 0.7500, loss_cls: 2.0636, loss: 2.0636, grad_norm: 6.9905 2020-07-28 10:20:38,054 - mmaction - INFO - Epoch [165][2680/3757] lr: 1.937e-03, eta: 10:03:56, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5273, top5_acc: 0.7461, loss_cls: 2.0923, loss: 2.0923, grad_norm: 7.1003 2020-07-28 10:20:49,382 - mmaction - INFO - Epoch [165][2700/3757] lr: 1.937e-03, eta: 10:03:43, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5234, top5_acc: 0.7453, loss_cls: 2.0425, loss: 2.0425, grad_norm: 7.4014 2020-07-28 10:21:00,690 - mmaction - INFO - Epoch [165][2720/3757] lr: 1.937e-03, eta: 10:03:31, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5469, top5_acc: 0.7359, loss_cls: 2.1060, loss: 2.1060, grad_norm: 7.1616 2020-07-28 10:21:12,072 - mmaction - INFO - Epoch [165][2740/3757] lr: 1.937e-03, eta: 10:03:18, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5305, top5_acc: 0.7633, loss_cls: 2.0376, loss: 2.0376, grad_norm: 7.3531 2020-07-28 10:21:23,717 - mmaction - INFO - Epoch [165][2760/3757] lr: 1.937e-03, eta: 10:03:05, time: 0.582, data_time: 0.017, memory: 5232, top1_acc: 0.5500, top5_acc: 0.7555, loss_cls: 2.0235, loss: 2.0235, grad_norm: 7.1589 2020-07-28 10:21:35,392 - mmaction - INFO - Epoch [165][2780/3757] lr: 1.937e-03, eta: 10:02:52, time: 0.584, data_time: 0.023, memory: 5232, top1_acc: 0.5242, top5_acc: 0.7562, loss_cls: 2.0491, loss: 2.0491, grad_norm: 7.4016 2020-07-28 10:21:47,020 - mmaction - INFO - Epoch [165][2800/3757] lr: 1.937e-03, eta: 10:02:40, time: 0.581, data_time: 0.016, memory: 5232, top1_acc: 0.5406, top5_acc: 0.7648, loss_cls: 1.9970, loss: 1.9970, grad_norm: 7.1788 2020-07-28 10:22:02,323 - mmaction - INFO - Epoch [165][2820/3757] lr: 1.937e-03, eta: 10:02:27, time: 0.765, data_time: 0.024, memory: 5232, top1_acc: 0.5109, top5_acc: 0.7336, loss_cls: 2.1631, loss: 2.1631, grad_norm: 7.6140 2020-07-28 10:22:13,830 - mmaction - INFO - Epoch [165][2840/3757] lr: 1.937e-03, eta: 10:02:15, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5195, top5_acc: 0.7625, loss_cls: 2.0219, loss: 2.0219, grad_norm: 7.1289 2020-07-28 10:22:25,192 - mmaction - INFO - Epoch [165][2860/3757] lr: 1.937e-03, eta: 10:02:02, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.5227, top5_acc: 0.7492, loss_cls: 2.1208, loss: 2.1208, grad_norm: 7.2598 2020-07-28 10:22:36,640 - mmaction - INFO - Epoch [165][2880/3757] lr: 1.937e-03, eta: 10:01:49, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5312, top5_acc: 0.7547, loss_cls: 2.0456, loss: 2.0456, grad_norm: 7.4712 2020-07-28 10:22:49,224 - mmaction - INFO - Epoch [165][2900/3757] lr: 1.937e-03, eta: 10:01:37, time: 0.629, data_time: 0.063, memory: 5232, top1_acc: 0.5305, top5_acc: 0.7625, loss_cls: 2.0445, loss: 2.0445, grad_norm: 7.4978 2020-07-28 10:23:01,772 - mmaction - INFO - Epoch [165][2920/3757] lr: 1.937e-03, eta: 10:01:24, time: 0.628, data_time: 0.003, memory: 5232, top1_acc: 0.5250, top5_acc: 0.7586, loss_cls: 2.0876, loss: 2.0876, grad_norm: 7.4402 2020-07-28 10:23:16,486 - mmaction - INFO - Epoch [165][2940/3757] lr: 1.937e-03, eta: 10:01:12, time: 0.735, data_time: 0.076, memory: 5232, top1_acc: 0.5430, top5_acc: 0.7758, loss_cls: 1.9914, loss: 1.9914, grad_norm: 7.4436 2020-07-28 10:23:29,078 - mmaction - INFO - Epoch [165][2960/3757] lr: 1.937e-03, eta: 10:00:59, time: 0.629, data_time: 0.004, memory: 5232, top1_acc: 0.5000, top5_acc: 0.7461, loss_cls: 2.1636, loss: 2.1636, grad_norm: 7.5401 2020-07-28 10:23:41,253 - mmaction - INFO - Epoch [165][2980/3757] lr: 1.937e-03, eta: 10:00:46, time: 0.609, data_time: 0.003, memory: 5232, top1_acc: 0.5055, top5_acc: 0.7430, loss_cls: 2.1625, loss: 2.1625, grad_norm: 7.6457 2020-07-28 10:23:59,274 - mmaction - INFO - Epoch [165][3000/3757] lr: 1.937e-03, eta: 10:00:34, time: 0.902, data_time: 0.003, memory: 5232, top1_acc: 0.5180, top5_acc: 0.7672, loss_cls: 2.0618, loss: 2.0618, grad_norm: 7.4213 2020-07-28 10:24:12,499 - mmaction - INFO - Epoch [165][3020/3757] lr: 1.937e-03, eta: 10:00:22, time: 0.661, data_time: 0.003, memory: 5232, top1_acc: 0.5242, top5_acc: 0.7383, loss_cls: 2.1075, loss: 2.1075, grad_norm: 7.3385 2020-07-28 10:24:24,327 - mmaction - INFO - Epoch [165][3040/3757] lr: 1.937e-03, eta: 10:00:09, time: 0.591, data_time: 0.029, memory: 5232, top1_acc: 0.5320, top5_acc: 0.7508, loss_cls: 2.0088, loss: 2.0088, grad_norm: 7.1664 2020-07-28 10:24:35,731 - mmaction - INFO - Epoch [165][3060/3757] lr: 1.937e-03, eta: 9:59:56, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.5016, top5_acc: 0.7469, loss_cls: 2.1166, loss: 2.1166, grad_norm: 7.4220 2020-07-28 10:24:47,171 - mmaction - INFO - Epoch [165][3080/3757] lr: 1.937e-03, eta: 9:59:43, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5437, top5_acc: 0.7461, loss_cls: 2.0242, loss: 2.0242, grad_norm: 7.1283 2020-07-28 10:24:58,599 - mmaction - INFO - Epoch [165][3100/3757] lr: 1.937e-03, eta: 9:59:31, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5328, top5_acc: 0.7477, loss_cls: 2.0710, loss: 2.0710, grad_norm: 7.2279 2020-07-28 10:25:16,255 - mmaction - INFO - Epoch [165][3120/3757] lr: 1.937e-03, eta: 9:59:19, time: 0.883, data_time: 0.125, memory: 5232, top1_acc: 0.5344, top5_acc: 0.7438, loss_cls: 2.0703, loss: 2.0703, grad_norm: 7.5693 2020-07-28 10:25:28,811 - mmaction - INFO - Epoch [165][3140/3757] lr: 1.937e-03, eta: 9:59:06, time: 0.627, data_time: 0.003, memory: 5232, top1_acc: 0.5500, top5_acc: 0.7656, loss_cls: 1.9743, loss: 1.9743, grad_norm: 7.1867 2020-07-28 10:25:40,233 - mmaction - INFO - Epoch [165][3160/3757] lr: 1.937e-03, eta: 9:58:53, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5125, top5_acc: 0.7492, loss_cls: 2.1299, loss: 2.1299, grad_norm: 7.4909 2020-07-28 10:25:51,745 - mmaction - INFO - Epoch [165][3180/3757] lr: 1.937e-03, eta: 9:58:41, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5117, top5_acc: 0.7211, loss_cls: 2.1579, loss: 2.1579, grad_norm: 7.2825 2020-07-28 10:26:04,221 - mmaction - INFO - Epoch [165][3200/3757] lr: 1.937e-03, eta: 9:58:28, time: 0.624, data_time: 0.003, memory: 5232, top1_acc: 0.5227, top5_acc: 0.7398, loss_cls: 2.1226, loss: 2.1226, grad_norm: 7.4145 2020-07-28 10:26:20,674 - mmaction - INFO - Epoch [165][3220/3757] lr: 1.937e-03, eta: 9:58:16, time: 0.823, data_time: 0.009, memory: 5232, top1_acc: 0.5305, top5_acc: 0.7602, loss_cls: 2.0006, loss: 2.0006, grad_norm: 7.3355 2020-07-28 10:26:32,086 - mmaction - INFO - Epoch [165][3240/3757] lr: 1.937e-03, eta: 9:58:03, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5188, top5_acc: 0.7359, loss_cls: 2.1125, loss: 2.1125, grad_norm: 7.4033 2020-07-28 10:26:44,760 - mmaction - INFO - Epoch [165][3260/3757] lr: 1.937e-03, eta: 9:57:50, time: 0.634, data_time: 0.003, memory: 5232, top1_acc: 0.5281, top5_acc: 0.7523, loss_cls: 2.0621, loss: 2.0621, grad_norm: 7.4347 2020-07-28 10:26:56,219 - mmaction - INFO - Epoch [165][3280/3757] lr: 1.937e-03, eta: 9:57:38, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.4992, top5_acc: 0.7320, loss_cls: 2.1825, loss: 2.1825, grad_norm: 7.5182 2020-07-28 10:27:07,706 - mmaction - INFO - Epoch [165][3300/3757] lr: 1.937e-03, eta: 9:57:25, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5258, top5_acc: 0.7461, loss_cls: 2.0344, loss: 2.0344, grad_norm: 7.2189 2020-07-28 10:27:19,007 - mmaction - INFO - Epoch [165][3320/3757] lr: 1.937e-03, eta: 9:57:12, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.5391, top5_acc: 0.7633, loss_cls: 2.0356, loss: 2.0356, grad_norm: 7.3382 2020-07-28 10:27:31,354 - mmaction - INFO - Epoch [165][3340/3757] lr: 1.937e-03, eta: 9:56:59, time: 0.617, data_time: 0.003, memory: 5232, top1_acc: 0.5312, top5_acc: 0.7539, loss_cls: 2.0369, loss: 2.0369, grad_norm: 7.4297 2020-07-28 10:27:43,871 - mmaction - INFO - Epoch [165][3360/3757] lr: 1.937e-03, eta: 9:56:47, time: 0.626, data_time: 0.003, memory: 5232, top1_acc: 0.5250, top5_acc: 0.7469, loss_cls: 2.0312, loss: 2.0312, grad_norm: 7.4519 2020-07-28 10:27:55,257 - mmaction - INFO - Epoch [165][3380/3757] lr: 1.937e-03, eta: 9:56:34, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5250, top5_acc: 0.7477, loss_cls: 2.0966, loss: 2.0966, grad_norm: 7.3906 2020-07-28 10:28:06,673 - mmaction - INFO - Epoch [165][3400/3757] lr: 1.937e-03, eta: 9:56:21, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5328, top5_acc: 0.7562, loss_cls: 2.0338, loss: 2.0338, grad_norm: 7.3303 2020-07-28 10:28:18,145 - mmaction - INFO - Epoch [165][3420/3757] lr: 1.937e-03, eta: 9:56:09, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5023, top5_acc: 0.7320, loss_cls: 2.1549, loss: 2.1549, grad_norm: 7.6137 2020-07-28 10:28:29,923 - mmaction - INFO - Epoch [165][3440/3757] lr: 1.937e-03, eta: 9:55:56, time: 0.589, data_time: 0.025, memory: 5232, top1_acc: 0.5258, top5_acc: 0.7492, loss_cls: 2.0781, loss: 2.0781, grad_norm: 7.4031 2020-07-28 10:28:44,041 - mmaction - INFO - Epoch [165][3460/3757] lr: 1.937e-03, eta: 9:55:43, time: 0.706, data_time: 0.003, memory: 5232, top1_acc: 0.5461, top5_acc: 0.7734, loss_cls: 1.9532, loss: 1.9532, grad_norm: 7.0789 2020-07-28 10:28:56,970 - mmaction - INFO - Epoch [165][3480/3757] lr: 1.937e-03, eta: 9:55:31, time: 0.647, data_time: 0.003, memory: 5232, top1_acc: 0.5094, top5_acc: 0.7430, loss_cls: 2.1148, loss: 2.1148, grad_norm: 7.6091 2020-07-28 10:29:08,347 - mmaction - INFO - Epoch [165][3500/3757] lr: 1.937e-03, eta: 9:55:18, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5070, top5_acc: 0.7430, loss_cls: 2.0854, loss: 2.0854, grad_norm: 7.3169 2020-07-28 10:29:19,969 - mmaction - INFO - Epoch [165][3520/3757] lr: 1.937e-03, eta: 9:55:05, time: 0.581, data_time: 0.017, memory: 5232, top1_acc: 0.5109, top5_acc: 0.7391, loss_cls: 2.1067, loss: 2.1067, grad_norm: 7.3227 2020-07-28 10:29:31,399 - mmaction - INFO - Epoch [165][3540/3757] lr: 1.937e-03, eta: 9:54:53, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5164, top5_acc: 0.7508, loss_cls: 2.0418, loss: 2.0418, grad_norm: 7.3371 2020-07-28 10:29:45,496 - mmaction - INFO - Epoch [165][3560/3757] lr: 1.937e-03, eta: 9:54:40, time: 0.705, data_time: 0.003, memory: 5232, top1_acc: 0.5289, top5_acc: 0.7523, loss_cls: 2.0106, loss: 2.0106, grad_norm: 7.2749 2020-07-28 10:29:58,489 - mmaction - INFO - Epoch [165][3580/3757] lr: 1.937e-03, eta: 9:54:28, time: 0.650, data_time: 0.001, memory: 5232, top1_acc: 0.5383, top5_acc: 0.7789, loss_cls: 1.9469, loss: 1.9469, grad_norm: 7.1169 2020-07-28 10:30:09,936 - mmaction - INFO - Epoch [165][3600/3757] lr: 1.937e-03, eta: 9:54:15, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5203, top5_acc: 0.7453, loss_cls: 2.1199, loss: 2.1199, grad_norm: 7.4147 2020-07-28 10:30:21,337 - mmaction - INFO - Epoch [165][3620/3757] lr: 1.937e-03, eta: 9:54:02, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5148, top5_acc: 0.7320, loss_cls: 2.1143, loss: 2.1143, grad_norm: 7.4398 2020-07-28 10:30:32,755 - mmaction - INFO - Epoch [165][3640/3757] lr: 1.937e-03, eta: 9:53:49, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5156, top5_acc: 0.7414, loss_cls: 2.1258, loss: 2.1258, grad_norm: 7.3044 2020-07-28 10:30:44,207 - mmaction - INFO - Epoch [165][3660/3757] lr: 1.937e-03, eta: 9:53:37, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.4922, top5_acc: 0.7250, loss_cls: 2.2154, loss: 2.2154, grad_norm: 7.5719 2020-07-28 10:30:55,682 - mmaction - INFO - Epoch [165][3680/3757] lr: 1.937e-03, eta: 9:53:24, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5445, top5_acc: 0.7539, loss_cls: 2.0310, loss: 2.0310, grad_norm: 7.1772 2020-07-28 10:31:07,125 - mmaction - INFO - Epoch [165][3700/3757] lr: 1.937e-03, eta: 9:53:11, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.5273, top5_acc: 0.7516, loss_cls: 2.0800, loss: 2.0800, grad_norm: 7.2310 2020-07-28 10:31:18,513 - mmaction - INFO - Epoch [165][3720/3757] lr: 1.937e-03, eta: 9:52:58, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5414, top5_acc: 0.7531, loss_cls: 2.0071, loss: 2.0071, grad_norm: 7.3138 2020-07-28 10:31:29,841 - mmaction - INFO - Epoch [165][3740/3757] lr: 1.937e-03, eta: 9:52:45, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5359, top5_acc: 0.7594, loss_cls: 2.0081, loss: 2.0081, grad_norm: 7.2370 2020-07-28 10:32:06,907 - mmaction - INFO - Saving checkpoint at 165 epochs 2020-07-28 10:36:32,270 - mmaction - INFO - Epoch [166][20/3757] lr: 1.704e-03, eta: 9:52:50, time: 13.161, data_time: 12.579, memory: 5232, top1_acc: 0.5234, top5_acc: 0.7391, loss_cls: 2.0901, loss: 2.0901, grad_norm: 7.3195 2020-07-28 10:36:44,269 - mmaction - INFO - Epoch [166][40/3757] lr: 1.704e-03, eta: 9:52:37, time: 0.601, data_time: 0.035, memory: 5232, top1_acc: 0.5234, top5_acc: 0.7398, loss_cls: 2.1130, loss: 2.1130, grad_norm: 7.4157 2020-07-28 10:36:55,637 - mmaction - INFO - Epoch [166][60/3757] lr: 1.704e-03, eta: 9:52:24, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5305, top5_acc: 0.7625, loss_cls: 2.0236, loss: 2.0236, grad_norm: 7.3012 2020-07-28 10:37:06,933 - mmaction - INFO - Epoch [166][80/3757] lr: 1.704e-03, eta: 9:52:12, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.5234, top5_acc: 0.7570, loss_cls: 2.0351, loss: 2.0351, grad_norm: 7.1326 2020-07-28 10:37:18,308 - mmaction - INFO - Epoch [166][100/3757] lr: 1.704e-03, eta: 9:51:59, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.5273, top5_acc: 0.7484, loss_cls: 2.0330, loss: 2.0330, grad_norm: 7.3431 2020-07-28 10:37:29,600 - mmaction - INFO - Epoch [166][120/3757] lr: 1.704e-03, eta: 9:51:46, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.5594, top5_acc: 0.7531, loss_cls: 2.0618, loss: 2.0618, grad_norm: 7.3090 2020-07-28 10:37:40,990 - mmaction - INFO - Epoch [166][140/3757] lr: 1.704e-03, eta: 9:51:33, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5227, top5_acc: 0.7461, loss_cls: 2.1015, loss: 2.1015, grad_norm: 7.2160 2020-07-28 10:37:52,399 - mmaction - INFO - Epoch [166][160/3757] lr: 1.704e-03, eta: 9:51:20, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5305, top5_acc: 0.7586, loss_cls: 2.0040, loss: 2.0040, grad_norm: 7.3480 2020-07-28 10:38:03,808 - mmaction - INFO - Epoch [166][180/3757] lr: 1.704e-03, eta: 9:51:08, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5328, top5_acc: 0.7695, loss_cls: 2.0395, loss: 2.0395, grad_norm: 7.4613 2020-07-28 10:38:15,193 - mmaction - INFO - Epoch [166][200/3757] lr: 1.704e-03, eta: 9:50:55, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5344, top5_acc: 0.7469, loss_cls: 2.0396, loss: 2.0396, grad_norm: 7.3199 2020-07-28 10:38:26,618 - mmaction - INFO - Epoch [166][220/3757] lr: 1.704e-03, eta: 9:50:42, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5234, top5_acc: 0.7484, loss_cls: 2.0727, loss: 2.0727, grad_norm: 7.3870 2020-07-28 10:38:38,194 - mmaction - INFO - Epoch [166][240/3757] lr: 1.704e-03, eta: 9:50:29, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.5336, top5_acc: 0.7688, loss_cls: 1.9928, loss: 1.9928, grad_norm: 7.2755 2020-07-28 10:38:49,619 - mmaction - INFO - Epoch [166][260/3757] lr: 1.704e-03, eta: 9:50:17, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5195, top5_acc: 0.7398, loss_cls: 2.1147, loss: 2.1147, grad_norm: 7.4437 2020-07-28 10:39:01,027 - mmaction - INFO - Epoch [166][280/3757] lr: 1.704e-03, eta: 9:50:04, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5391, top5_acc: 0.7500, loss_cls: 2.0262, loss: 2.0262, grad_norm: 7.2320 2020-07-28 10:39:12,938 - mmaction - INFO - Epoch [166][300/3757] lr: 1.704e-03, eta: 9:49:51, time: 0.595, data_time: 0.028, memory: 5232, top1_acc: 0.5430, top5_acc: 0.7648, loss_cls: 1.9701, loss: 1.9701, grad_norm: 7.3827 2020-07-28 10:39:24,294 - mmaction - INFO - Epoch [166][320/3757] lr: 1.704e-03, eta: 9:49:38, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5336, top5_acc: 0.7484, loss_cls: 1.9936, loss: 1.9936, grad_norm: 7.1260 2020-07-28 10:39:35,718 - mmaction - INFO - Epoch [166][340/3757] lr: 1.704e-03, eta: 9:49:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5398, top5_acc: 0.7461, loss_cls: 2.0615, loss: 2.0615, grad_norm: 7.3108 2020-07-28 10:39:47,135 - mmaction - INFO - Epoch [166][360/3757] lr: 1.704e-03, eta: 9:49:13, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5648, top5_acc: 0.7469, loss_cls: 1.9719, loss: 1.9719, grad_norm: 7.2137 2020-07-28 10:39:58,944 - mmaction - INFO - Epoch [166][380/3757] lr: 1.704e-03, eta: 9:49:00, time: 0.591, data_time: 0.026, memory: 5232, top1_acc: 0.5148, top5_acc: 0.7461, loss_cls: 2.1293, loss: 2.1293, grad_norm: 7.4278 2020-07-28 10:40:10,396 - mmaction - INFO - Epoch [166][400/3757] lr: 1.704e-03, eta: 9:48:47, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5305, top5_acc: 0.7516, loss_cls: 2.0462, loss: 2.0462, grad_norm: 7.4303 2020-07-28 10:40:21,758 - mmaction - INFO - Epoch [166][420/3757] lr: 1.704e-03, eta: 9:48:35, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5531, top5_acc: 0.7812, loss_cls: 1.9132, loss: 1.9132, grad_norm: 6.9388 2020-07-28 10:40:33,169 - mmaction - INFO - Epoch [166][440/3757] lr: 1.704e-03, eta: 9:48:22, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5422, top5_acc: 0.7547, loss_cls: 2.0194, loss: 2.0194, grad_norm: 7.4658 2020-07-28 10:40:44,641 - mmaction - INFO - Epoch [166][460/3757] lr: 1.704e-03, eta: 9:48:09, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5273, top5_acc: 0.7539, loss_cls: 2.0316, loss: 2.0316, grad_norm: 7.2091 2020-07-28 10:40:56,052 - mmaction - INFO - Epoch [166][480/3757] lr: 1.704e-03, eta: 9:47:56, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5242, top5_acc: 0.7305, loss_cls: 2.1244, loss: 2.1244, grad_norm: 7.3338 2020-07-28 10:41:07,409 - mmaction - INFO - Epoch [166][500/3757] lr: 1.704e-03, eta: 9:47:44, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.5422, top5_acc: 0.7562, loss_cls: 2.0416, loss: 2.0416, grad_norm: 7.4867 2020-07-28 10:41:18,771 - mmaction - INFO - Epoch [166][520/3757] lr: 1.704e-03, eta: 9:47:31, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5375, top5_acc: 0.7602, loss_cls: 1.9332, loss: 1.9332, grad_norm: 7.2650 2020-07-28 10:41:30,261 - mmaction - INFO - Epoch [166][540/3757] lr: 1.704e-03, eta: 9:47:18, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5367, top5_acc: 0.7672, loss_cls: 1.9695, loss: 1.9695, grad_norm: 7.2618 2020-07-28 10:41:41,975 - mmaction - INFO - Epoch [166][560/3757] lr: 1.704e-03, eta: 9:47:05, time: 0.585, data_time: 0.003, memory: 5232, top1_acc: 0.5328, top5_acc: 0.7523, loss_cls: 2.0583, loss: 2.0583, grad_norm: 7.3250 2020-07-28 10:41:53,344 - mmaction - INFO - Epoch [166][580/3757] lr: 1.704e-03, eta: 9:46:53, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5406, top5_acc: 0.7531, loss_cls: 2.0542, loss: 2.0542, grad_norm: 7.3685 2020-07-28 10:42:04,785 - mmaction - INFO - Epoch [166][600/3757] lr: 1.704e-03, eta: 9:46:40, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5547, top5_acc: 0.7750, loss_cls: 1.9019, loss: 1.9019, grad_norm: 7.1926 2020-07-28 10:42:16,129 - mmaction - INFO - Epoch [166][620/3757] lr: 1.704e-03, eta: 9:46:27, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5422, top5_acc: 0.7477, loss_cls: 2.0399, loss: 2.0399, grad_norm: 7.3477 2020-07-28 10:42:27,504 - mmaction - INFO - Epoch [166][640/3757] lr: 1.704e-03, eta: 9:46:14, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5297, top5_acc: 0.7492, loss_cls: 2.0352, loss: 2.0352, grad_norm: 7.2645 2020-07-28 10:42:38,969 - mmaction - INFO - Epoch [166][660/3757] lr: 1.704e-03, eta: 9:46:01, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5297, top5_acc: 0.7656, loss_cls: 2.0120, loss: 2.0120, grad_norm: 7.6011 2020-07-28 10:42:50,421 - mmaction - INFO - Epoch [166][680/3757] lr: 1.704e-03, eta: 9:45:49, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5352, top5_acc: 0.7758, loss_cls: 1.9468, loss: 1.9468, grad_norm: 7.2395 2020-07-28 10:43:01,856 - mmaction - INFO - Epoch [166][700/3757] lr: 1.704e-03, eta: 9:45:36, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5477, top5_acc: 0.7703, loss_cls: 1.9396, loss: 1.9396, grad_norm: 7.1066 2020-07-28 10:43:13,302 - mmaction - INFO - Epoch [166][720/3757] lr: 1.704e-03, eta: 9:45:23, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5102, top5_acc: 0.7445, loss_cls: 2.0513, loss: 2.0513, grad_norm: 7.4786 2020-07-28 10:43:24,782 - mmaction - INFO - Epoch [166][740/3757] lr: 1.704e-03, eta: 9:45:10, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5336, top5_acc: 0.7414, loss_cls: 2.0847, loss: 2.0847, grad_norm: 7.5326 2020-07-28 10:43:36,270 - mmaction - INFO - Epoch [166][760/3757] lr: 1.704e-03, eta: 9:44:58, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.5086, top5_acc: 0.7289, loss_cls: 2.1737, loss: 2.1737, grad_norm: 7.5133 2020-07-28 10:43:47,807 - mmaction - INFO - Epoch [166][780/3757] lr: 1.704e-03, eta: 9:44:45, time: 0.576, data_time: 0.006, memory: 5232, top1_acc: 0.5367, top5_acc: 0.7430, loss_cls: 2.0760, loss: 2.0760, grad_norm: 7.5797 2020-07-28 10:43:59,286 - mmaction - INFO - Epoch [166][800/3757] lr: 1.704e-03, eta: 9:44:32, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5180, top5_acc: 0.7367, loss_cls: 2.1067, loss: 2.1067, grad_norm: 7.4343 2020-07-28 10:44:10,741 - mmaction - INFO - Epoch [166][820/3757] lr: 1.704e-03, eta: 9:44:19, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5469, top5_acc: 0.7500, loss_cls: 2.0402, loss: 2.0402, grad_norm: 7.3538 2020-07-28 10:44:22,256 - mmaction - INFO - Epoch [166][840/3757] lr: 1.704e-03, eta: 9:44:07, time: 0.576, data_time: 0.002, memory: 5232, top1_acc: 0.5375, top5_acc: 0.7562, loss_cls: 2.0006, loss: 2.0006, grad_norm: 7.4420 2020-07-28 10:44:33,766 - mmaction - INFO - Epoch [166][860/3757] lr: 1.704e-03, eta: 9:43:54, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5258, top5_acc: 0.7477, loss_cls: 2.0313, loss: 2.0313, grad_norm: 7.3291 2020-07-28 10:44:45,235 - mmaction - INFO - Epoch [166][880/3757] lr: 1.704e-03, eta: 9:43:41, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5578, top5_acc: 0.7672, loss_cls: 1.9434, loss: 1.9434, grad_norm: 7.4057 2020-07-28 10:44:56,887 - mmaction - INFO - Epoch [166][900/3757] lr: 1.704e-03, eta: 9:43:28, time: 0.582, data_time: 0.021, memory: 5232, top1_acc: 0.5398, top5_acc: 0.7648, loss_cls: 1.9530, loss: 1.9530, grad_norm: 7.2557 2020-07-28 10:45:08,290 - mmaction - INFO - Epoch [166][920/3757] lr: 1.704e-03, eta: 9:43:16, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5203, top5_acc: 0.7398, loss_cls: 2.0886, loss: 2.0886, grad_norm: 7.4283 2020-07-28 10:45:19,870 - mmaction - INFO - Epoch [166][940/3757] lr: 1.704e-03, eta: 9:43:03, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.5563, top5_acc: 0.7625, loss_cls: 1.9903, loss: 1.9903, grad_norm: 7.2477 2020-07-28 10:45:31,354 - mmaction - INFO - Epoch [166][960/3757] lr: 1.704e-03, eta: 9:42:50, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5312, top5_acc: 0.7516, loss_cls: 2.0526, loss: 2.0526, grad_norm: 7.3963 2020-07-28 10:45:42,822 - mmaction - INFO - Epoch [166][980/3757] lr: 1.704e-03, eta: 9:42:37, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.5352, top5_acc: 0.7625, loss_cls: 1.9956, loss: 1.9956, grad_norm: 7.3411 2020-07-28 10:45:54,209 - mmaction - INFO - Epoch [166][1000/3757] lr: 1.704e-03, eta: 9:42:25, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5414, top5_acc: 0.7477, loss_cls: 2.0225, loss: 2.0225, grad_norm: 7.4833 2020-07-28 10:46:05,722 - mmaction - INFO - Epoch [166][1020/3757] lr: 1.704e-03, eta: 9:42:12, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5430, top5_acc: 0.7656, loss_cls: 2.0104, loss: 2.0104, grad_norm: 7.4321 2020-07-28 10:46:17,275 - mmaction - INFO - Epoch [166][1040/3757] lr: 1.704e-03, eta: 9:41:59, time: 0.576, data_time: 0.008, memory: 5232, top1_acc: 0.5320, top5_acc: 0.7516, loss_cls: 2.0406, loss: 2.0406, grad_norm: 7.2143 2020-07-28 10:46:28,693 - mmaction - INFO - Epoch [166][1060/3757] lr: 1.704e-03, eta: 9:41:46, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.5383, top5_acc: 0.7469, loss_cls: 2.0435, loss: 2.0435, grad_norm: 7.4296 2020-07-28 10:46:40,050 - mmaction - INFO - Epoch [166][1080/3757] lr: 1.704e-03, eta: 9:41:34, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5594, top5_acc: 0.7477, loss_cls: 1.9914, loss: 1.9914, grad_norm: 7.4000 2020-07-28 10:46:51,377 - mmaction - INFO - Epoch [166][1100/3757] lr: 1.704e-03, eta: 9:41:21, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5289, top5_acc: 0.7484, loss_cls: 2.0062, loss: 2.0062, grad_norm: 7.2569 2020-07-28 10:47:02,821 - mmaction - INFO - Epoch [166][1120/3757] lr: 1.704e-03, eta: 9:41:08, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5453, top5_acc: 0.7547, loss_cls: 1.9952, loss: 1.9952, grad_norm: 7.2266 2020-07-28 10:47:14,306 - mmaction - INFO - Epoch [166][1140/3757] lr: 1.704e-03, eta: 9:40:55, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5367, top5_acc: 0.7547, loss_cls: 2.0059, loss: 2.0059, grad_norm: 7.3133 2020-07-28 10:47:25,687 - mmaction - INFO - Epoch [166][1160/3757] lr: 1.704e-03, eta: 9:40:43, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5148, top5_acc: 0.7289, loss_cls: 2.1667, loss: 2.1667, grad_norm: 7.5963 2020-07-28 10:47:37,148 - mmaction - INFO - Epoch [166][1180/3757] lr: 1.704e-03, eta: 9:40:30, time: 0.573, data_time: 0.011, memory: 5232, top1_acc: 0.5375, top5_acc: 0.7695, loss_cls: 1.9390, loss: 1.9390, grad_norm: 7.2663 2020-07-28 10:47:48,610 - mmaction - INFO - Epoch [166][1200/3757] lr: 1.704e-03, eta: 9:40:17, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5289, top5_acc: 0.7633, loss_cls: 1.9797, loss: 1.9797, grad_norm: 7.4129 2020-07-28 10:47:59,968 - mmaction - INFO - Epoch [166][1220/3757] lr: 1.704e-03, eta: 9:40:04, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5437, top5_acc: 0.7609, loss_cls: 2.0006, loss: 2.0006, grad_norm: 7.4613 2020-07-28 10:48:11,483 - mmaction - INFO - Epoch [166][1240/3757] lr: 1.704e-03, eta: 9:39:51, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5328, top5_acc: 0.7523, loss_cls: 2.0437, loss: 2.0437, grad_norm: 7.5654 2020-07-28 10:48:22,887 - mmaction - INFO - Epoch [166][1260/3757] lr: 1.704e-03, eta: 9:39:39, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5258, top5_acc: 0.7594, loss_cls: 2.0079, loss: 2.0079, grad_norm: 7.2457 2020-07-28 10:48:34,318 - mmaction - INFO - Epoch [166][1280/3757] lr: 1.704e-03, eta: 9:39:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5234, top5_acc: 0.7531, loss_cls: 2.0585, loss: 2.0585, grad_norm: 7.5054 2020-07-28 10:48:45,732 - mmaction - INFO - Epoch [166][1300/3757] lr: 1.704e-03, eta: 9:39:13, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.5203, top5_acc: 0.7367, loss_cls: 2.1148, loss: 2.1148, grad_norm: 7.4015 2020-07-28 10:48:57,184 - mmaction - INFO - Epoch [166][1320/3757] lr: 1.704e-03, eta: 9:39:00, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5164, top5_acc: 0.7586, loss_cls: 2.0959, loss: 2.0959, grad_norm: 7.5562 2020-07-28 10:49:08,757 - mmaction - INFO - Epoch [166][1340/3757] lr: 1.704e-03, eta: 9:38:48, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.5437, top5_acc: 0.7586, loss_cls: 1.9660, loss: 1.9660, grad_norm: 7.2130 2020-07-28 10:49:20,247 - mmaction - INFO - Epoch [166][1360/3757] lr: 1.704e-03, eta: 9:38:35, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5102, top5_acc: 0.7242, loss_cls: 2.1556, loss: 2.1556, grad_norm: 7.5515 2020-07-28 10:49:31,613 - mmaction - INFO - Epoch [166][1380/3757] lr: 1.704e-03, eta: 9:38:22, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5156, top5_acc: 0.7203, loss_cls: 2.1483, loss: 2.1483, grad_norm: 7.3379 2020-07-28 10:49:43,044 - mmaction - INFO - Epoch [166][1400/3757] lr: 1.704e-03, eta: 9:38:09, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5383, top5_acc: 0.7602, loss_cls: 1.9884, loss: 1.9884, grad_norm: 7.4344 2020-07-28 10:49:54,523 - mmaction - INFO - Epoch [166][1420/3757] lr: 1.704e-03, eta: 9:37:57, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.5383, top5_acc: 0.7461, loss_cls: 2.0801, loss: 2.0801, grad_norm: 7.5023 2020-07-28 10:50:05,946 - mmaction - INFO - Epoch [166][1440/3757] lr: 1.704e-03, eta: 9:37:44, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5367, top5_acc: 0.7516, loss_cls: 2.0227, loss: 2.0227, grad_norm: 7.6082 2020-07-28 10:50:17,517 - mmaction - INFO - Epoch [166][1460/3757] lr: 1.704e-03, eta: 9:37:31, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.5023, top5_acc: 0.7320, loss_cls: 2.1433, loss: 2.1433, grad_norm: 7.7466 2020-07-28 10:50:28,990 - mmaction - INFO - Epoch [166][1480/3757] lr: 1.704e-03, eta: 9:37:18, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5531, top5_acc: 0.7547, loss_cls: 1.9535, loss: 1.9535, grad_norm: 7.3248 2020-07-28 10:50:40,468 - mmaction - INFO - Epoch [166][1500/3757] lr: 1.704e-03, eta: 9:37:06, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5484, top5_acc: 0.7562, loss_cls: 2.0014, loss: 2.0014, grad_norm: 7.3424 2020-07-28 10:50:51,881 - mmaction - INFO - Epoch [166][1520/3757] lr: 1.704e-03, eta: 9:36:53, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5047, top5_acc: 0.7336, loss_cls: 2.1378, loss: 2.1378, grad_norm: 7.4434 2020-07-28 10:51:03,324 - mmaction - INFO - Epoch [166][1540/3757] lr: 1.704e-03, eta: 9:36:40, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5336, top5_acc: 0.7461, loss_cls: 2.0512, loss: 2.0512, grad_norm: 7.4643 2020-07-28 10:51:14,874 - mmaction - INFO - Epoch [166][1560/3757] lr: 1.704e-03, eta: 9:36:27, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.5570, top5_acc: 0.7422, loss_cls: 2.0303, loss: 2.0303, grad_norm: 7.2473 2020-07-28 10:51:26,258 - mmaction - INFO - Epoch [166][1580/3757] lr: 1.704e-03, eta: 9:36:15, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5445, top5_acc: 0.7312, loss_cls: 2.0757, loss: 2.0757, grad_norm: 7.2709 2020-07-28 10:51:37,715 - mmaction - INFO - Epoch [166][1600/3757] lr: 1.704e-03, eta: 9:36:02, time: 0.573, data_time: 0.013, memory: 5232, top1_acc: 0.5258, top5_acc: 0.7609, loss_cls: 2.0113, loss: 2.0113, grad_norm: 7.2584 2020-07-28 10:51:49,113 - mmaction - INFO - Epoch [166][1620/3757] lr: 1.704e-03, eta: 9:35:49, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5312, top5_acc: 0.7406, loss_cls: 2.0738, loss: 2.0738, grad_norm: 7.2664 2020-07-28 10:52:00,562 - mmaction - INFO - Epoch [166][1640/3757] lr: 1.704e-03, eta: 9:35:36, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5477, top5_acc: 0.7711, loss_cls: 1.9555, loss: 1.9555, grad_norm: 7.1583 2020-07-28 10:52:12,061 - mmaction - INFO - Epoch [166][1660/3757] lr: 1.704e-03, eta: 9:35:24, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5375, top5_acc: 0.7500, loss_cls: 2.0138, loss: 2.0138, grad_norm: 7.2817 2020-07-28 10:52:23,503 - mmaction - INFO - Epoch [166][1680/3757] lr: 1.704e-03, eta: 9:35:11, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5523, top5_acc: 0.7766, loss_cls: 1.9591, loss: 1.9591, grad_norm: 7.2661 2020-07-28 10:52:34,975 - mmaction - INFO - Epoch [166][1700/3757] lr: 1.704e-03, eta: 9:34:58, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5445, top5_acc: 0.7523, loss_cls: 2.0139, loss: 2.0139, grad_norm: 7.3877 2020-07-28 10:52:46,437 - mmaction - INFO - Epoch [166][1720/3757] lr: 1.704e-03, eta: 9:34:45, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5148, top5_acc: 0.7336, loss_cls: 2.0975, loss: 2.0975, grad_norm: 7.3475 2020-07-28 10:52:57,973 - mmaction - INFO - Epoch [166][1740/3757] lr: 1.704e-03, eta: 9:34:33, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5234, top5_acc: 0.7461, loss_cls: 2.0830, loss: 2.0830, grad_norm: 7.4572 2020-07-28 10:53:09,395 - mmaction - INFO - Epoch [166][1760/3757] lr: 1.704e-03, eta: 9:34:20, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.5453, top5_acc: 0.7711, loss_cls: 1.9703, loss: 1.9703, grad_norm: 7.5069 2020-07-28 10:53:20,970 - mmaction - INFO - Epoch [166][1780/3757] lr: 1.704e-03, eta: 9:34:07, time: 0.579, data_time: 0.001, memory: 5232, top1_acc: 0.5320, top5_acc: 0.7523, loss_cls: 2.0374, loss: 2.0374, grad_norm: 7.4881 2020-07-28 10:53:32,267 - mmaction - INFO - Epoch [166][1800/3757] lr: 1.704e-03, eta: 9:33:54, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.5336, top5_acc: 0.7508, loss_cls: 2.0457, loss: 2.0457, grad_norm: 7.3319 2020-07-28 10:53:43,782 - mmaction - INFO - Epoch [166][1820/3757] lr: 1.704e-03, eta: 9:33:42, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5383, top5_acc: 0.7719, loss_cls: 1.9901, loss: 1.9901, grad_norm: 7.4070 2020-07-28 10:53:55,250 - mmaction - INFO - Epoch [166][1840/3757] lr: 1.704e-03, eta: 9:33:29, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5445, top5_acc: 0.7672, loss_cls: 1.9991, loss: 1.9991, grad_norm: 7.3810 2020-07-28 10:54:06,608 - mmaction - INFO - Epoch [166][1860/3757] lr: 1.704e-03, eta: 9:33:16, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.4977, top5_acc: 0.7328, loss_cls: 2.1283, loss: 2.1283, grad_norm: 7.7317 2020-07-28 10:54:18,140 - mmaction - INFO - Epoch [166][1880/3757] lr: 1.704e-03, eta: 9:33:03, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.5398, top5_acc: 0.7555, loss_cls: 2.0028, loss: 2.0028, grad_norm: 7.4305 2020-07-28 10:54:29,537 - mmaction - INFO - Epoch [166][1900/3757] lr: 1.704e-03, eta: 9:32:51, time: 0.570, data_time: 0.001, memory: 5232, top1_acc: 0.5266, top5_acc: 0.7391, loss_cls: 2.0588, loss: 2.0588, grad_norm: 7.5940 2020-07-28 10:54:41,007 - mmaction - INFO - Epoch [166][1920/3757] lr: 1.704e-03, eta: 9:32:38, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5477, top5_acc: 0.7555, loss_cls: 2.0208, loss: 2.0208, grad_norm: 7.2722 2020-07-28 10:54:52,572 - mmaction - INFO - Epoch [166][1940/3757] lr: 1.704e-03, eta: 9:32:25, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.5180, top5_acc: 0.7508, loss_cls: 2.0998, loss: 2.0998, grad_norm: 7.3252 2020-07-28 10:55:03,947 - mmaction - INFO - Epoch [166][1960/3757] lr: 1.704e-03, eta: 9:32:12, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5461, top5_acc: 0.7703, loss_cls: 1.9521, loss: 1.9521, grad_norm: 7.1766 2020-07-28 10:55:15,458 - mmaction - INFO - Epoch [166][1980/3757] lr: 1.704e-03, eta: 9:32:00, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5391, top5_acc: 0.7602, loss_cls: 2.0259, loss: 2.0259, grad_norm: 7.1573 2020-07-28 10:55:26,875 - mmaction - INFO - Epoch [166][2000/3757] lr: 1.704e-03, eta: 9:31:47, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5344, top5_acc: 0.7406, loss_cls: 2.0669, loss: 2.0669, grad_norm: 7.0029 2020-07-28 10:55:38,496 - mmaction - INFO - Epoch [166][2020/3757] lr: 1.704e-03, eta: 9:31:34, time: 0.581, data_time: 0.017, memory: 5232, top1_acc: 0.5656, top5_acc: 0.7828, loss_cls: 1.8953, loss: 1.8953, grad_norm: 7.1096 2020-07-28 10:55:49,923 - mmaction - INFO - Epoch [166][2040/3757] lr: 1.704e-03, eta: 9:31:21, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5312, top5_acc: 0.7477, loss_cls: 2.0582, loss: 2.0582, grad_norm: 7.4603 2020-07-28 10:56:01,322 - mmaction - INFO - Epoch [166][2060/3757] lr: 1.704e-03, eta: 9:31:09, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5258, top5_acc: 0.7383, loss_cls: 2.1116, loss: 2.1116, grad_norm: 7.6361 2020-07-28 10:56:12,772 - mmaction - INFO - Epoch [166][2080/3757] lr: 1.704e-03, eta: 9:30:56, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5383, top5_acc: 0.7586, loss_cls: 2.0300, loss: 2.0300, grad_norm: 7.4307 2020-07-28 10:56:24,218 - mmaction - INFO - Epoch [166][2100/3757] lr: 1.704e-03, eta: 9:30:43, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5437, top5_acc: 0.7719, loss_cls: 1.9454, loss: 1.9454, grad_norm: 7.1865 2020-07-28 10:56:35,655 - mmaction - INFO - Epoch [166][2120/3757] lr: 1.704e-03, eta: 9:30:30, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5297, top5_acc: 0.7516, loss_cls: 2.0867, loss: 2.0867, grad_norm: 7.3999 2020-07-28 10:56:47,100 - mmaction - INFO - Epoch [166][2140/3757] lr: 1.704e-03, eta: 9:30:18, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5336, top5_acc: 0.7562, loss_cls: 2.0379, loss: 2.0379, grad_norm: 7.3814 2020-07-28 10:56:58,529 - mmaction - INFO - Epoch [166][2160/3757] lr: 1.704e-03, eta: 9:30:05, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5602, top5_acc: 0.7602, loss_cls: 1.9697, loss: 1.9697, grad_norm: 7.3702 2020-07-28 10:57:09,885 - mmaction - INFO - Epoch [166][2180/3757] lr: 1.704e-03, eta: 9:29:52, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5727, top5_acc: 0.7820, loss_cls: 1.8640, loss: 1.8640, grad_norm: 7.0037 2020-07-28 10:57:21,355 - mmaction - INFO - Epoch [166][2200/3757] lr: 1.704e-03, eta: 9:29:39, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5008, top5_acc: 0.7469, loss_cls: 2.1139, loss: 2.1139, grad_norm: 7.3858 2020-07-28 10:57:32,812 - mmaction - INFO - Epoch [166][2220/3757] lr: 1.704e-03, eta: 9:29:27, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5320, top5_acc: 0.7461, loss_cls: 2.0503, loss: 2.0503, grad_norm: 7.3418 2020-07-28 10:57:44,198 - mmaction - INFO - Epoch [166][2240/3757] lr: 1.704e-03, eta: 9:29:14, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5547, top5_acc: 0.7844, loss_cls: 1.8979, loss: 1.8979, grad_norm: 7.1982 2020-07-28 10:57:55,692 - mmaction - INFO - Epoch [166][2260/3757] lr: 1.704e-03, eta: 9:29:01, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5430, top5_acc: 0.7625, loss_cls: 2.0001, loss: 2.0001, grad_norm: 7.2408 2020-07-28 10:58:07,027 - mmaction - INFO - Epoch [166][2280/3757] lr: 1.704e-03, eta: 9:28:48, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5406, top5_acc: 0.7586, loss_cls: 2.0145, loss: 2.0145, grad_norm: 7.3961 2020-07-28 10:58:18,503 - mmaction - INFO - Epoch [166][2300/3757] lr: 1.704e-03, eta: 9:28:36, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5336, top5_acc: 0.7547, loss_cls: 2.0098, loss: 2.0098, grad_norm: 7.2916 2020-07-28 10:58:30,070 - mmaction - INFO - Epoch [166][2320/3757] lr: 1.704e-03, eta: 9:28:23, time: 0.578, data_time: 0.004, memory: 5232, top1_acc: 0.5133, top5_acc: 0.7516, loss_cls: 2.0836, loss: 2.0836, grad_norm: 7.6089 2020-07-28 10:58:41,621 - mmaction - INFO - Epoch [166][2340/3757] lr: 1.704e-03, eta: 9:28:10, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.5437, top5_acc: 0.7578, loss_cls: 2.0101, loss: 2.0101, grad_norm: 7.4247 2020-07-28 10:58:53,183 - mmaction - INFO - Epoch [166][2360/3757] lr: 1.704e-03, eta: 9:27:57, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.5531, top5_acc: 0.7555, loss_cls: 1.9814, loss: 1.9814, grad_norm: 7.4677 2020-07-28 10:59:04,670 - mmaction - INFO - Epoch [166][2380/3757] lr: 1.704e-03, eta: 9:27:45, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5555, top5_acc: 0.7805, loss_cls: 1.9727, loss: 1.9727, grad_norm: 7.3042 2020-07-28 10:59:16,162 - mmaction - INFO - Epoch [166][2400/3757] lr: 1.704e-03, eta: 9:27:32, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5445, top5_acc: 0.7461, loss_cls: 2.0604, loss: 2.0604, grad_norm: 7.6185 2020-07-28 10:59:27,623 - mmaction - INFO - Epoch [166][2420/3757] lr: 1.704e-03, eta: 9:27:19, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5195, top5_acc: 0.7453, loss_cls: 2.0768, loss: 2.0768, grad_norm: 7.5142 2020-07-28 10:59:39,034 - mmaction - INFO - Epoch [166][2440/3757] lr: 1.704e-03, eta: 9:27:06, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5469, top5_acc: 0.7547, loss_cls: 2.0000, loss: 2.0000, grad_norm: 7.4817 2020-07-28 10:59:50,568 - mmaction - INFO - Epoch [166][2460/3757] lr: 1.704e-03, eta: 9:26:54, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5367, top5_acc: 0.7477, loss_cls: 2.0692, loss: 2.0692, grad_norm: 7.6320 2020-07-28 11:00:02,030 - mmaction - INFO - Epoch [166][2480/3757] lr: 1.704e-03, eta: 9:26:41, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5234, top5_acc: 0.7414, loss_cls: 2.0967, loss: 2.0967, grad_norm: 7.4673 2020-07-28 11:00:23,817 - mmaction - INFO - Epoch [166][2500/3757] lr: 1.704e-03, eta: 9:26:29, time: 1.073, data_time: 0.010, memory: 5232, top1_acc: 0.5508, top5_acc: 0.7500, loss_cls: 2.0215, loss: 2.0215, grad_norm: 7.4733 2020-07-28 11:00:35,125 - mmaction - INFO - Epoch [166][2520/3757] lr: 1.704e-03, eta: 9:26:16, time: 0.582, data_time: 0.019, memory: 5232, top1_acc: 0.5328, top5_acc: 0.7414, loss_cls: 2.0865, loss: 2.0865, grad_norm: 7.5494 2020-07-28 11:00:46,491 - mmaction - INFO - Epoch [166][2540/3757] lr: 1.704e-03, eta: 9:26:04, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5367, top5_acc: 0.7641, loss_cls: 1.9829, loss: 1.9829, grad_norm: 7.3298 2020-07-28 11:00:57,758 - mmaction - INFO - Epoch [166][2560/3757] lr: 1.704e-03, eta: 9:25:51, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.5547, top5_acc: 0.7477, loss_cls: 2.0106, loss: 2.0106, grad_norm: 7.4241 2020-07-28 11:01:09,114 - mmaction - INFO - Epoch [166][2580/3757] lr: 1.704e-03, eta: 9:25:38, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5328, top5_acc: 0.7555, loss_cls: 2.0119, loss: 2.0119, grad_norm: 7.2929 2020-07-28 11:01:20,512 - mmaction - INFO - Epoch [166][2600/3757] lr: 1.704e-03, eta: 9:25:25, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5188, top5_acc: 0.7367, loss_cls: 2.1300, loss: 2.1300, grad_norm: 7.6080 2020-07-28 11:01:31,904 - mmaction - INFO - Epoch [166][2620/3757] lr: 1.704e-03, eta: 9:25:13, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.5266, top5_acc: 0.7414, loss_cls: 2.0643, loss: 2.0643, grad_norm: 7.4485 2020-07-28 11:01:43,229 - mmaction - INFO - Epoch [166][2640/3757] lr: 1.704e-03, eta: 9:25:00, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5031, top5_acc: 0.7188, loss_cls: 2.2017, loss: 2.2017, grad_norm: 7.7530 2020-07-28 11:01:54,577 - mmaction - INFO - Epoch [166][2660/3757] lr: 1.704e-03, eta: 9:24:47, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5242, top5_acc: 0.7531, loss_cls: 2.0602, loss: 2.0602, grad_norm: 7.4701 2020-07-28 11:02:05,941 - mmaction - INFO - Epoch [166][2680/3757] lr: 1.704e-03, eta: 9:24:34, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5383, top5_acc: 0.7344, loss_cls: 2.0720, loss: 2.0720, grad_norm: 7.4824 2020-07-28 11:02:17,342 - mmaction - INFO - Epoch [166][2700/3757] lr: 1.704e-03, eta: 9:24:22, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.5156, top5_acc: 0.7492, loss_cls: 2.0609, loss: 2.0609, grad_norm: 7.6314 2020-07-28 11:02:28,758 - mmaction - INFO - Epoch [166][2720/3757] lr: 1.704e-03, eta: 9:24:09, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5422, top5_acc: 0.7695, loss_cls: 1.9938, loss: 1.9938, grad_norm: 7.4166 2020-07-28 11:02:40,186 - mmaction - INFO - Epoch [166][2740/3757] lr: 1.704e-03, eta: 9:23:56, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5164, top5_acc: 0.7633, loss_cls: 2.0384, loss: 2.0384, grad_norm: 7.5173 2020-07-28 11:02:51,695 - mmaction - INFO - Epoch [166][2760/3757] lr: 1.704e-03, eta: 9:23:43, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5445, top5_acc: 0.7680, loss_cls: 1.9995, loss: 1.9995, grad_norm: 7.2463 2020-07-28 11:03:03,147 - mmaction - INFO - Epoch [166][2780/3757] lr: 1.704e-03, eta: 9:23:31, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5484, top5_acc: 0.7602, loss_cls: 1.9525, loss: 1.9525, grad_norm: 7.2846 2020-07-28 11:03:14,575 - mmaction - INFO - Epoch [166][2800/3757] lr: 1.704e-03, eta: 9:23:18, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5211, top5_acc: 0.7328, loss_cls: 2.0839, loss: 2.0839, grad_norm: 7.4833 2020-07-28 11:03:26,023 - mmaction - INFO - Epoch [166][2820/3757] lr: 1.704e-03, eta: 9:23:05, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5242, top5_acc: 0.7602, loss_cls: 2.0444, loss: 2.0444, grad_norm: 7.6531 2020-07-28 11:03:37,388 - mmaction - INFO - Epoch [166][2840/3757] lr: 1.704e-03, eta: 9:22:52, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5461, top5_acc: 0.7562, loss_cls: 2.0557, loss: 2.0557, grad_norm: 7.4047 2020-07-28 11:03:48,812 - mmaction - INFO - Epoch [166][2860/3757] lr: 1.704e-03, eta: 9:22:40, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.5469, top5_acc: 0.7586, loss_cls: 2.0184, loss: 2.0184, grad_norm: 7.4611 2020-07-28 11:04:00,226 - mmaction - INFO - Epoch [166][2880/3757] lr: 1.704e-03, eta: 9:22:27, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5539, top5_acc: 0.7594, loss_cls: 1.9755, loss: 1.9755, grad_norm: 7.1330 2020-07-28 11:04:11,640 - mmaction - INFO - Epoch [166][2900/3757] lr: 1.704e-03, eta: 9:22:14, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5383, top5_acc: 0.7383, loss_cls: 2.0640, loss: 2.0640, grad_norm: 7.3975 2020-07-28 11:04:23,064 - mmaction - INFO - Epoch [166][2920/3757] lr: 1.704e-03, eta: 9:22:01, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5188, top5_acc: 0.7516, loss_cls: 2.0637, loss: 2.0637, grad_norm: 7.5808 2020-07-28 11:04:34,932 - mmaction - INFO - Epoch [166][2940/3757] lr: 1.704e-03, eta: 9:21:49, time: 0.593, data_time: 0.029, memory: 5232, top1_acc: 0.5188, top5_acc: 0.7500, loss_cls: 2.0296, loss: 2.0296, grad_norm: 7.4464 2020-07-28 11:04:46,394 - mmaction - INFO - Epoch [166][2960/3757] lr: 1.704e-03, eta: 9:21:36, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.5227, top5_acc: 0.7523, loss_cls: 2.0293, loss: 2.0293, grad_norm: 7.5393 2020-07-28 11:04:57,874 - mmaction - INFO - Epoch [166][2980/3757] lr: 1.704e-03, eta: 9:21:23, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.5156, top5_acc: 0.7445, loss_cls: 2.0665, loss: 2.0665, grad_norm: 7.6490 2020-07-28 11:05:09,218 - mmaction - INFO - Epoch [166][3000/3757] lr: 1.704e-03, eta: 9:21:10, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5359, top5_acc: 0.7523, loss_cls: 2.0111, loss: 2.0111, grad_norm: 7.3587 2020-07-28 11:05:26,850 - mmaction - INFO - Epoch [166][3020/3757] lr: 1.704e-03, eta: 9:20:58, time: 0.882, data_time: 0.014, memory: 5232, top1_acc: 0.5273, top5_acc: 0.7578, loss_cls: 2.0332, loss: 2.0332, grad_norm: 7.6206 2020-07-28 11:06:03,727 - mmaction - INFO - Epoch [166][3040/3757] lr: 1.704e-03, eta: 9:20:48, time: 1.844, data_time: 0.477, memory: 5232, top1_acc: 0.5555, top5_acc: 0.7711, loss_cls: 1.9130, loss: 1.9130, grad_norm: 7.3520 2020-07-28 11:06:30,473 - mmaction - INFO - Epoch [166][3060/3757] lr: 1.704e-03, eta: 9:20:37, time: 1.337, data_time: 0.035, memory: 5232, top1_acc: 0.5109, top5_acc: 0.7195, loss_cls: 2.1488, loss: 2.1488, grad_norm: 7.6494 2020-07-28 11:07:01,534 - mmaction - INFO - Epoch [166][3080/3757] lr: 1.704e-03, eta: 9:20:27, time: 1.553, data_time: 0.046, memory: 5232, top1_acc: 0.5398, top5_acc: 0.7516, loss_cls: 2.0185, loss: 2.0185, grad_norm: 7.5600 2020-07-28 11:07:16,783 - mmaction - INFO - Epoch [166][3100/3757] lr: 1.704e-03, eta: 9:20:14, time: 0.763, data_time: 0.003, memory: 5232, top1_acc: 0.5359, top5_acc: 0.7719, loss_cls: 2.0218, loss: 2.0218, grad_norm: 7.4910 2020-07-28 11:07:28,011 - mmaction - INFO - Epoch [166][3120/3757] lr: 1.704e-03, eta: 9:20:01, time: 0.561, data_time: 0.003, memory: 5232, top1_acc: 0.5211, top5_acc: 0.7492, loss_cls: 2.0537, loss: 2.0537, grad_norm: 7.6765 2020-07-28 11:07:49,907 - mmaction - INFO - Epoch [166][3140/3757] lr: 1.704e-03, eta: 9:19:50, time: 1.095, data_time: 0.002, memory: 5232, top1_acc: 0.5406, top5_acc: 0.7594, loss_cls: 2.0396, loss: 2.0396, grad_norm: 7.4330 2020-07-28 11:08:17,232 - mmaction - INFO - Epoch [166][3160/3757] lr: 1.704e-03, eta: 9:19:39, time: 1.366, data_time: 0.003, memory: 5232, top1_acc: 0.5172, top5_acc: 0.7594, loss_cls: 2.0710, loss: 2.0710, grad_norm: 7.7281 2020-07-28 11:08:37,269 - mmaction - INFO - Epoch [166][3180/3757] lr: 1.704e-03, eta: 9:19:27, time: 1.002, data_time: 0.003, memory: 5232, top1_acc: 0.5375, top5_acc: 0.7695, loss_cls: 1.9936, loss: 1.9936, grad_norm: 7.4166 2020-07-28 11:08:49,749 - mmaction - INFO - Epoch [166][3200/3757] lr: 1.704e-03, eta: 9:19:14, time: 0.624, data_time: 0.003, memory: 5232, top1_acc: 0.5578, top5_acc: 0.7484, loss_cls: 2.0105, loss: 2.0105, grad_norm: 7.3839 2020-07-28 11:09:09,004 - mmaction - INFO - Epoch [166][3220/3757] lr: 1.704e-03, eta: 9:19:02, time: 0.962, data_time: 0.003, memory: 5232, top1_acc: 0.5219, top5_acc: 0.7562, loss_cls: 2.0892, loss: 2.0892, grad_norm: 7.6058 2020-07-28 11:09:20,502 - mmaction - INFO - Epoch [166][3240/3757] lr: 1.704e-03, eta: 9:18:50, time: 0.575, data_time: 0.020, memory: 5232, top1_acc: 0.5375, top5_acc: 0.7406, loss_cls: 2.0691, loss: 2.0691, grad_norm: 7.5731 2020-07-28 11:09:32,430 - mmaction - INFO - Epoch [166][3260/3757] lr: 1.704e-03, eta: 9:18:37, time: 0.597, data_time: 0.003, memory: 5232, top1_acc: 0.5227, top5_acc: 0.7477, loss_cls: 2.0864, loss: 2.0864, grad_norm: 7.6747 2020-07-28 11:09:43,757 - mmaction - INFO - Epoch [166][3280/3757] lr: 1.704e-03, eta: 9:18:24, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5242, top5_acc: 0.7555, loss_cls: 2.0538, loss: 2.0538, grad_norm: 7.8757 2020-07-28 11:09:55,599 - mmaction - INFO - Epoch [166][3300/3757] lr: 1.704e-03, eta: 9:18:11, time: 0.593, data_time: 0.037, memory: 5232, top1_acc: 0.5367, top5_acc: 0.7633, loss_cls: 1.9825, loss: 1.9825, grad_norm: 7.3990 2020-07-28 11:10:06,744 - mmaction - INFO - Epoch [166][3320/3757] lr: 1.704e-03, eta: 9:17:59, time: 0.557, data_time: 0.003, memory: 5232, top1_acc: 0.5437, top5_acc: 0.7625, loss_cls: 1.9894, loss: 1.9894, grad_norm: 7.3216 2020-07-28 11:10:17,891 - mmaction - INFO - Epoch [166][3340/3757] lr: 1.704e-03, eta: 9:17:46, time: 0.557, data_time: 0.003, memory: 5232, top1_acc: 0.5078, top5_acc: 0.7328, loss_cls: 2.1855, loss: 2.1855, grad_norm: 7.6121 2020-07-28 11:10:29,019 - mmaction - INFO - Epoch [166][3360/3757] lr: 1.704e-03, eta: 9:17:33, time: 0.556, data_time: 0.003, memory: 5232, top1_acc: 0.5484, top5_acc: 0.7672, loss_cls: 1.9458, loss: 1.9458, grad_norm: 7.2027 2020-07-28 11:10:40,553 - mmaction - INFO - Epoch [166][3380/3757] lr: 1.704e-03, eta: 9:17:20, time: 0.577, data_time: 0.019, memory: 5232, top1_acc: 0.5133, top5_acc: 0.7320, loss_cls: 2.0974, loss: 2.0974, grad_norm: 7.3547 2020-07-28 11:10:51,815 - mmaction - INFO - Epoch [166][3400/3757] lr: 1.704e-03, eta: 9:17:08, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.5383, top5_acc: 0.7406, loss_cls: 2.0473, loss: 2.0473, grad_norm: 7.3239 2020-07-28 11:11:03,036 - mmaction - INFO - Epoch [166][3420/3757] lr: 1.704e-03, eta: 9:16:55, time: 0.561, data_time: 0.003, memory: 5232, top1_acc: 0.5219, top5_acc: 0.7391, loss_cls: 2.0476, loss: 2.0476, grad_norm: 7.1749 2020-07-28 11:11:14,334 - mmaction - INFO - Epoch [166][3440/3757] lr: 1.704e-03, eta: 9:16:42, time: 0.565, data_time: 0.004, memory: 5232, top1_acc: 0.5250, top5_acc: 0.7453, loss_cls: 2.1249, loss: 2.1249, grad_norm: 7.5558 2020-07-28 11:11:25,622 - mmaction - INFO - Epoch [166][3460/3757] lr: 1.704e-03, eta: 9:16:29, time: 0.565, data_time: 0.004, memory: 5232, top1_acc: 0.5227, top5_acc: 0.7484, loss_cls: 2.0188, loss: 2.0188, grad_norm: 7.3128 2020-07-28 11:11:36,833 - mmaction - INFO - Epoch [166][3480/3757] lr: 1.704e-03, eta: 9:16:17, time: 0.560, data_time: 0.003, memory: 5232, top1_acc: 0.5281, top5_acc: 0.7609, loss_cls: 2.0363, loss: 2.0363, grad_norm: 7.5554 2020-07-28 11:11:48,061 - mmaction - INFO - Epoch [166][3500/3757] lr: 1.704e-03, eta: 9:16:04, time: 0.561, data_time: 0.003, memory: 5232, top1_acc: 0.5109, top5_acc: 0.7547, loss_cls: 2.0723, loss: 2.0723, grad_norm: 7.6269 2020-07-28 11:11:59,439 - mmaction - INFO - Epoch [166][3520/3757] lr: 1.704e-03, eta: 9:15:51, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5312, top5_acc: 0.7500, loss_cls: 2.0486, loss: 2.0486, grad_norm: 7.4584 2020-07-28 11:12:10,585 - mmaction - INFO - Epoch [166][3540/3757] lr: 1.704e-03, eta: 9:15:38, time: 0.558, data_time: 0.003, memory: 5232, top1_acc: 0.5453, top5_acc: 0.7688, loss_cls: 2.0270, loss: 2.0270, grad_norm: 7.4419 2020-07-28 11:12:28,074 - mmaction - INFO - Epoch [166][3560/3757] lr: 1.704e-03, eta: 9:15:26, time: 0.874, data_time: 0.003, memory: 5232, top1_acc: 0.5117, top5_acc: 0.7445, loss_cls: 2.0863, loss: 2.0863, grad_norm: 7.5966 2020-07-28 11:12:59,987 - mmaction - INFO - Epoch [166][3580/3757] lr: 1.704e-03, eta: 9:15:16, time: 1.595, data_time: 0.003, memory: 5232, top1_acc: 0.5133, top5_acc: 0.7430, loss_cls: 2.1706, loss: 2.1706, grad_norm: 7.5049 2020-07-28 11:13:25,891 - mmaction - INFO - Epoch [166][3600/3757] lr: 1.704e-03, eta: 9:15:04, time: 1.296, data_time: 0.205, memory: 5232, top1_acc: 0.5242, top5_acc: 0.7414, loss_cls: 2.0995, loss: 2.0995, grad_norm: 7.3202 2020-07-28 11:13:55,506 - mmaction - INFO - Epoch [166][3620/3757] lr: 1.704e-03, eta: 9:14:54, time: 1.481, data_time: 0.170, memory: 5232, top1_acc: 0.5422, top5_acc: 0.7516, loss_cls: 2.0007, loss: 2.0007, grad_norm: 7.3924 2020-07-28 11:14:26,430 - mmaction - INFO - Epoch [166][3640/3757] lr: 1.704e-03, eta: 9:14:43, time: 1.546, data_time: 0.379, memory: 5232, top1_acc: 0.5344, top5_acc: 0.7484, loss_cls: 2.0397, loss: 2.0397, grad_norm: 7.6723 2020-07-28 11:14:48,978 - mmaction - INFO - Epoch [166][3660/3757] lr: 1.704e-03, eta: 9:14:31, time: 1.127, data_time: 0.108, memory: 5232, top1_acc: 0.5297, top5_acc: 0.7625, loss_cls: 1.9931, loss: 1.9931, grad_norm: 7.3757 2020-07-28 11:15:16,453 - mmaction - INFO - Epoch [166][3680/3757] lr: 1.704e-03, eta: 9:14:20, time: 1.373, data_time: 0.002, memory: 5232, top1_acc: 0.5320, top5_acc: 0.7562, loss_cls: 2.0005, loss: 2.0005, grad_norm: 7.4425 2020-07-28 11:15:45,281 - mmaction - INFO - Epoch [166][3700/3757] lr: 1.704e-03, eta: 9:14:09, time: 1.441, data_time: 0.003, memory: 5232, top1_acc: 0.5172, top5_acc: 0.7492, loss_cls: 2.0792, loss: 2.0792, grad_norm: 7.4706 2020-07-28 11:16:01,412 - mmaction - INFO - Epoch [166][3720/3757] lr: 1.704e-03, eta: 9:13:57, time: 0.807, data_time: 0.037, memory: 5232, top1_acc: 0.5461, top5_acc: 0.7383, loss_cls: 2.0804, loss: 2.0804, grad_norm: 7.4048 2020-07-28 11:16:15,055 - mmaction - INFO - Epoch [166][3740/3757] lr: 1.704e-03, eta: 9:13:45, time: 0.682, data_time: 0.016, memory: 5232, top1_acc: 0.5578, top5_acc: 0.7695, loss_cls: 1.8755, loss: 1.8755, grad_norm: 7.1660 2020-07-28 11:24:17,789 - mmaction - INFO - Epoch [167][20/3757] lr: 1.485e-03, eta: 9:14:06, time: 22.040, data_time: 21.439, memory: 5232, top1_acc: 0.5500, top5_acc: 0.7477, loss_cls: 2.0382, loss: 2.0382, grad_norm: 7.4100 2020-07-28 11:24:29,042 - mmaction - INFO - Epoch [167][40/3757] lr: 1.485e-03, eta: 9:13:53, time: 0.564, data_time: 0.006, memory: 5232, top1_acc: 0.5297, top5_acc: 0.7570, loss_cls: 2.0105, loss: 2.0105, grad_norm: 7.5969 2020-07-28 11:24:40,552 - mmaction - INFO - Epoch [167][60/3757] lr: 1.485e-03, eta: 9:13:40, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5445, top5_acc: 0.7688, loss_cls: 1.9658, loss: 1.9658, grad_norm: 7.2742 2020-07-28 11:24:51,982 - mmaction - INFO - Epoch [167][80/3757] lr: 1.485e-03, eta: 9:13:28, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5344, top5_acc: 0.7539, loss_cls: 2.0117, loss: 2.0117, grad_norm: 7.5899 2020-07-28 11:25:03,354 - mmaction - INFO - Epoch [167][100/3757] lr: 1.485e-03, eta: 9:13:15, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5320, top5_acc: 0.7406, loss_cls: 2.0654, loss: 2.0654, grad_norm: 7.4931 2020-07-28 11:25:14,688 - mmaction - INFO - Epoch [167][120/3757] lr: 1.485e-03, eta: 9:13:02, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5180, top5_acc: 0.7477, loss_cls: 2.0450, loss: 2.0450, grad_norm: 7.5813 2020-07-28 11:25:26,093 - mmaction - INFO - Epoch [167][140/3757] lr: 1.485e-03, eta: 9:12:49, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5172, top5_acc: 0.7352, loss_cls: 2.1186, loss: 2.1186, grad_norm: 7.7226 2020-07-28 11:25:37,497 - mmaction - INFO - Epoch [167][160/3757] lr: 1.485e-03, eta: 9:12:36, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5336, top5_acc: 0.7586, loss_cls: 2.0355, loss: 2.0355, grad_norm: 7.3257 2020-07-28 11:25:49,063 - mmaction - INFO - Epoch [167][180/3757] lr: 1.485e-03, eta: 9:12:24, time: 0.578, data_time: 0.017, memory: 5232, top1_acc: 0.5273, top5_acc: 0.7453, loss_cls: 2.1055, loss: 2.1055, grad_norm: 7.4991 2020-07-28 11:26:00,471 - mmaction - INFO - Epoch [167][200/3757] lr: 1.485e-03, eta: 9:12:11, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5367, top5_acc: 0.7641, loss_cls: 1.9785, loss: 1.9785, grad_norm: 7.4368 2020-07-28 11:26:11,776 - mmaction - INFO - Epoch [167][220/3757] lr: 1.485e-03, eta: 9:11:58, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.5453, top5_acc: 0.7562, loss_cls: 2.0068, loss: 2.0068, grad_norm: 7.3489 2020-07-28 11:26:23,173 - mmaction - INFO - Epoch [167][240/3757] lr: 1.485e-03, eta: 9:11:45, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5570, top5_acc: 0.7703, loss_cls: 1.9312, loss: 1.9312, grad_norm: 7.2699 2020-07-28 11:26:34,593 - mmaction - INFO - Epoch [167][260/3757] lr: 1.485e-03, eta: 9:11:32, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5227, top5_acc: 0.7398, loss_cls: 2.0759, loss: 2.0759, grad_norm: 7.4414 2020-07-28 11:26:45,963 - mmaction - INFO - Epoch [167][280/3757] lr: 1.485e-03, eta: 9:11:20, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5484, top5_acc: 0.7383, loss_cls: 2.0269, loss: 2.0269, grad_norm: 7.0648 2020-07-28 11:26:57,405 - mmaction - INFO - Epoch [167][300/3757] lr: 1.485e-03, eta: 9:11:07, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5656, top5_acc: 0.7844, loss_cls: 1.8489, loss: 1.8489, grad_norm: 7.3455 2020-07-28 11:27:08,724 - mmaction - INFO - Epoch [167][320/3757] lr: 1.485e-03, eta: 9:10:54, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5383, top5_acc: 0.7523, loss_cls: 2.0304, loss: 2.0304, grad_norm: 7.4529 2020-07-28 11:27:20,096 - mmaction - INFO - Epoch [167][340/3757] lr: 1.485e-03, eta: 9:10:41, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5391, top5_acc: 0.7516, loss_cls: 2.0192, loss: 2.0192, grad_norm: 7.3021 2020-07-28 11:27:31,521 - mmaction - INFO - Epoch [167][360/3757] lr: 1.485e-03, eta: 9:10:29, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5586, top5_acc: 0.7797, loss_cls: 1.9322, loss: 1.9322, grad_norm: 7.2914 2020-07-28 11:27:42,944 - mmaction - INFO - Epoch [167][380/3757] lr: 1.485e-03, eta: 9:10:16, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5398, top5_acc: 0.7516, loss_cls: 1.9922, loss: 1.9922, grad_norm: 7.1608 2020-07-28 11:27:54,281 - mmaction - INFO - Epoch [167][400/3757] lr: 1.485e-03, eta: 9:10:03, time: 0.568, data_time: 0.005, memory: 5232, top1_acc: 0.5453, top5_acc: 0.7625, loss_cls: 1.9540, loss: 1.9540, grad_norm: 7.2980 2020-07-28 11:28:05,730 - mmaction - INFO - Epoch [167][420/3757] lr: 1.485e-03, eta: 9:09:50, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5109, top5_acc: 0.7352, loss_cls: 2.1549, loss: 2.1549, grad_norm: 7.6214 2020-07-28 11:28:17,055 - mmaction - INFO - Epoch [167][440/3757] lr: 1.485e-03, eta: 9:09:37, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5563, top5_acc: 0.7562, loss_cls: 2.0185, loss: 2.0185, grad_norm: 7.4809 2020-07-28 11:28:28,376 - mmaction - INFO - Epoch [167][460/3757] lr: 1.485e-03, eta: 9:09:25, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5289, top5_acc: 0.7414, loss_cls: 2.0431, loss: 2.0431, grad_norm: 7.5070 2020-07-28 11:28:39,475 - mmaction - INFO - Epoch [167][480/3757] lr: 1.485e-03, eta: 9:09:12, time: 0.555, data_time: 0.001, memory: 5232, top1_acc: 0.5367, top5_acc: 0.7531, loss_cls: 1.9941, loss: 1.9941, grad_norm: 7.3367 2020-07-28 11:28:50,639 - mmaction - INFO - Epoch [167][500/3757] lr: 1.485e-03, eta: 9:08:59, time: 0.558, data_time: 0.004, memory: 5232, top1_acc: 0.5102, top5_acc: 0.7422, loss_cls: 2.1188, loss: 2.1188, grad_norm: 7.6099 2020-07-28 11:29:01,885 - mmaction - INFO - Epoch [167][520/3757] lr: 1.485e-03, eta: 9:08:46, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.5414, top5_acc: 0.7578, loss_cls: 2.0130, loss: 2.0130, grad_norm: 7.3970 2020-07-28 11:29:13,103 - mmaction - INFO - Epoch [167][540/3757] lr: 1.485e-03, eta: 9:08:33, time: 0.561, data_time: 0.003, memory: 5232, top1_acc: 0.5516, top5_acc: 0.7656, loss_cls: 1.9891, loss: 1.9891, grad_norm: 7.3629 2020-07-28 11:29:24,783 - mmaction - INFO - Epoch [167][560/3757] lr: 1.485e-03, eta: 9:08:21, time: 0.584, data_time: 0.026, memory: 5232, top1_acc: 0.5484, top5_acc: 0.7781, loss_cls: 1.8902, loss: 1.8902, grad_norm: 7.0596 2020-07-28 11:29:35,941 - mmaction - INFO - Epoch [167][580/3757] lr: 1.485e-03, eta: 9:08:08, time: 0.557, data_time: 0.003, memory: 5232, top1_acc: 0.5281, top5_acc: 0.7461, loss_cls: 2.0792, loss: 2.0792, grad_norm: 7.3460 2020-07-28 11:29:47,306 - mmaction - INFO - Epoch [167][600/3757] lr: 1.485e-03, eta: 9:07:55, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5555, top5_acc: 0.7703, loss_cls: 1.9447, loss: 1.9447, grad_norm: 7.5146 2020-07-28 11:29:58,462 - mmaction - INFO - Epoch [167][620/3757] lr: 1.485e-03, eta: 9:07:42, time: 0.558, data_time: 0.004, memory: 5232, top1_acc: 0.5508, top5_acc: 0.7508, loss_cls: 2.0909, loss: 2.0909, grad_norm: 7.7286 2020-07-28 11:30:09,713 - mmaction - INFO - Epoch [167][640/3757] lr: 1.485e-03, eta: 9:07:30, time: 0.562, data_time: 0.003, memory: 5232, top1_acc: 0.5250, top5_acc: 0.7539, loss_cls: 2.0502, loss: 2.0502, grad_norm: 7.7201 2020-07-28 11:30:21,037 - mmaction - INFO - Epoch [167][660/3757] lr: 1.485e-03, eta: 9:07:17, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5141, top5_acc: 0.7383, loss_cls: 2.1572, loss: 2.1572, grad_norm: 7.7682 2020-07-28 11:30:32,191 - mmaction - INFO - Epoch [167][680/3757] lr: 1.485e-03, eta: 9:07:04, time: 0.558, data_time: 0.003, memory: 5232, top1_acc: 0.5180, top5_acc: 0.7438, loss_cls: 2.0938, loss: 2.0938, grad_norm: 7.8852 2020-07-28 11:30:43,495 - mmaction - INFO - Epoch [167][700/3757] lr: 1.485e-03, eta: 9:06:51, time: 0.564, data_time: 0.008, memory: 5232, top1_acc: 0.5570, top5_acc: 0.7727, loss_cls: 1.9701, loss: 1.9701, grad_norm: 7.4227 2020-07-28 11:30:54,658 - mmaction - INFO - Epoch [167][720/3757] lr: 1.485e-03, eta: 9:06:38, time: 0.559, data_time: 0.004, memory: 5232, top1_acc: 0.5352, top5_acc: 0.7547, loss_cls: 2.0106, loss: 2.0106, grad_norm: 7.4657 2020-07-28 11:31:05,841 - mmaction - INFO - Epoch [167][740/3757] lr: 1.485e-03, eta: 9:06:26, time: 0.559, data_time: 0.003, memory: 5232, top1_acc: 0.5148, top5_acc: 0.7312, loss_cls: 2.0784, loss: 2.0784, grad_norm: 7.7923 2020-07-28 11:31:17,142 - mmaction - INFO - Epoch [167][760/3757] lr: 1.485e-03, eta: 9:06:13, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.5312, top5_acc: 0.7641, loss_cls: 1.9925, loss: 1.9925, grad_norm: 7.6642 2020-07-28 11:31:28,317 - mmaction - INFO - Epoch [167][780/3757] lr: 1.485e-03, eta: 9:06:00, time: 0.558, data_time: 0.003, memory: 5232, top1_acc: 0.5195, top5_acc: 0.7477, loss_cls: 2.1243, loss: 2.1243, grad_norm: 7.8155 2020-07-28 11:31:39,782 - mmaction - INFO - Epoch [167][800/3757] lr: 1.485e-03, eta: 9:05:47, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5422, top5_acc: 0.7617, loss_cls: 1.9688, loss: 1.9688, grad_norm: 7.2726 2020-07-28 11:31:50,862 - mmaction - INFO - Epoch [167][820/3757] lr: 1.485e-03, eta: 9:05:34, time: 0.554, data_time: 0.001, memory: 5232, top1_acc: 0.5406, top5_acc: 0.7586, loss_cls: 2.0399, loss: 2.0399, grad_norm: 7.5282 2020-07-28 11:32:02,338 - mmaction - INFO - Epoch [167][840/3757] lr: 1.485e-03, eta: 9:05:22, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5500, top5_acc: 0.7742, loss_cls: 1.9864, loss: 1.9864, grad_norm: 7.6674 2020-07-28 11:32:13,674 - mmaction - INFO - Epoch [167][860/3757] lr: 1.485e-03, eta: 9:05:09, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5258, top5_acc: 0.7453, loss_cls: 2.0515, loss: 2.0515, grad_norm: 7.4283 2020-07-28 11:32:25,152 - mmaction - INFO - Epoch [167][880/3757] lr: 1.485e-03, eta: 9:04:56, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5352, top5_acc: 0.7477, loss_cls: 2.0282, loss: 2.0282, grad_norm: 7.3979 2020-07-28 11:32:36,551 - mmaction - INFO - Epoch [167][900/3757] lr: 1.485e-03, eta: 9:04:43, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5148, top5_acc: 0.7375, loss_cls: 2.1129, loss: 2.1129, grad_norm: 7.5231 2020-07-28 11:32:48,017 - mmaction - INFO - Epoch [167][920/3757] lr: 1.485e-03, eta: 9:04:31, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.5094, top5_acc: 0.7414, loss_cls: 2.1098, loss: 2.1098, grad_norm: 7.6395 2020-07-28 11:32:59,517 - mmaction - INFO - Epoch [167][940/3757] lr: 1.485e-03, eta: 9:04:18, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5437, top5_acc: 0.7492, loss_cls: 2.0161, loss: 2.0161, grad_norm: 7.4277 2020-07-28 11:33:10,997 - mmaction - INFO - Epoch [167][960/3757] lr: 1.485e-03, eta: 9:04:05, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5266, top5_acc: 0.7562, loss_cls: 2.0479, loss: 2.0479, grad_norm: 7.3628 2020-07-28 11:33:22,475 - mmaction - INFO - Epoch [167][980/3757] lr: 1.485e-03, eta: 9:03:52, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5273, top5_acc: 0.7461, loss_cls: 2.0950, loss: 2.0950, grad_norm: 7.5861 2020-07-28 11:33:33,930 - mmaction - INFO - Epoch [167][1000/3757] lr: 1.485e-03, eta: 9:03:40, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.5336, top5_acc: 0.7445, loss_cls: 2.0623, loss: 2.0623, grad_norm: 7.5422 2020-07-28 11:33:45,332 - mmaction - INFO - Epoch [167][1020/3757] lr: 1.485e-03, eta: 9:03:27, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5430, top5_acc: 0.7469, loss_cls: 2.0221, loss: 2.0221, grad_norm: 7.4426 2020-07-28 11:33:56,783 - mmaction - INFO - Epoch [167][1040/3757] lr: 1.485e-03, eta: 9:03:14, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5711, top5_acc: 0.7914, loss_cls: 1.8612, loss: 1.8612, grad_norm: 7.1615 2020-07-28 11:34:08,195 - mmaction - INFO - Epoch [167][1060/3757] lr: 1.485e-03, eta: 9:03:01, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5484, top5_acc: 0.7734, loss_cls: 1.9157, loss: 1.9157, grad_norm: 7.2123 2020-07-28 11:34:19,787 - mmaction - INFO - Epoch [167][1080/3757] lr: 1.485e-03, eta: 9:02:48, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.5195, top5_acc: 0.7461, loss_cls: 2.0719, loss: 2.0719, grad_norm: 7.6191 2020-07-28 11:34:31,221 - mmaction - INFO - Epoch [167][1100/3757] lr: 1.485e-03, eta: 9:02:36, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5430, top5_acc: 0.7461, loss_cls: 2.0327, loss: 2.0327, grad_norm: 7.3384 2020-07-28 11:34:42,664 - mmaction - INFO - Epoch [167][1120/3757] lr: 1.485e-03, eta: 9:02:23, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5266, top5_acc: 0.7422, loss_cls: 2.0541, loss: 2.0541, grad_norm: 7.5790 2020-07-28 11:34:54,127 - mmaction - INFO - Epoch [167][1140/3757] lr: 1.485e-03, eta: 9:02:10, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5391, top5_acc: 0.7523, loss_cls: 2.0519, loss: 2.0519, grad_norm: 7.3019 2020-07-28 11:35:05,606 - mmaction - INFO - Epoch [167][1160/3757] lr: 1.485e-03, eta: 9:01:57, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5312, top5_acc: 0.7430, loss_cls: 2.0129, loss: 2.0129, grad_norm: 7.3892 2020-07-28 11:35:17,422 - mmaction - INFO - Epoch [167][1180/3757] lr: 1.485e-03, eta: 9:01:45, time: 0.590, data_time: 0.025, memory: 5232, top1_acc: 0.5453, top5_acc: 0.7578, loss_cls: 2.0109, loss: 2.0109, grad_norm: 7.2763 2020-07-28 11:35:29,149 - mmaction - INFO - Epoch [167][1200/3757] lr: 1.485e-03, eta: 9:01:32, time: 0.586, data_time: 0.017, memory: 5232, top1_acc: 0.5602, top5_acc: 0.7484, loss_cls: 1.9793, loss: 1.9793, grad_norm: 7.3095 2020-07-28 11:35:41,018 - mmaction - INFO - Epoch [167][1220/3757] lr: 1.485e-03, eta: 9:01:19, time: 0.593, data_time: 0.025, memory: 5232, top1_acc: 0.5539, top5_acc: 0.7789, loss_cls: 1.9109, loss: 1.9109, grad_norm: 7.0514 2020-07-28 11:35:52,863 - mmaction - INFO - Epoch [167][1240/3757] lr: 1.485e-03, eta: 9:01:06, time: 0.592, data_time: 0.018, memory: 5232, top1_acc: 0.5281, top5_acc: 0.7469, loss_cls: 2.0537, loss: 2.0537, grad_norm: 7.5303 2020-07-28 11:36:04,638 - mmaction - INFO - Epoch [167][1260/3757] lr: 1.485e-03, eta: 9:00:54, time: 0.589, data_time: 0.025, memory: 5232, top1_acc: 0.5414, top5_acc: 0.7562, loss_cls: 1.9812, loss: 1.9812, grad_norm: 7.4346 2020-07-28 11:36:16,324 - mmaction - INFO - Epoch [167][1280/3757] lr: 1.485e-03, eta: 9:00:41, time: 0.585, data_time: 0.015, memory: 5232, top1_acc: 0.5133, top5_acc: 0.7602, loss_cls: 2.0599, loss: 2.0599, grad_norm: 7.7977 2020-07-28 11:36:28,112 - mmaction - INFO - Epoch [167][1300/3757] lr: 1.485e-03, eta: 9:00:28, time: 0.588, data_time: 0.021, memory: 5232, top1_acc: 0.5414, top5_acc: 0.7602, loss_cls: 2.0066, loss: 2.0066, grad_norm: 7.7507 2020-07-28 11:36:39,785 - mmaction - INFO - Epoch [167][1320/3757] lr: 1.485e-03, eta: 9:00:15, time: 0.584, data_time: 0.015, memory: 5232, top1_acc: 0.5258, top5_acc: 0.7547, loss_cls: 2.0473, loss: 2.0473, grad_norm: 7.6546 2020-07-28 11:36:51,718 - mmaction - INFO - Epoch [167][1340/3757] lr: 1.485e-03, eta: 9:00:03, time: 0.597, data_time: 0.026, memory: 5232, top1_acc: 0.5320, top5_acc: 0.7516, loss_cls: 2.0363, loss: 2.0363, grad_norm: 7.5912 2020-07-28 11:37:03,491 - mmaction - INFO - Epoch [167][1360/3757] lr: 1.485e-03, eta: 8:59:50, time: 0.589, data_time: 0.014, memory: 5232, top1_acc: 0.5305, top5_acc: 0.7391, loss_cls: 2.0765, loss: 2.0765, grad_norm: 7.5746 2020-07-28 11:37:14,881 - mmaction - INFO - Epoch [167][1380/3757] lr: 1.485e-03, eta: 8:59:37, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5430, top5_acc: 0.7617, loss_cls: 1.9701, loss: 1.9701, grad_norm: 7.6264 2020-07-28 11:37:26,778 - mmaction - INFO - Epoch [167][1400/3757] lr: 1.485e-03, eta: 8:59:25, time: 0.595, data_time: 0.029, memory: 5232, top1_acc: 0.5594, top5_acc: 0.7633, loss_cls: 1.9726, loss: 1.9726, grad_norm: 7.6085 2020-07-28 11:37:38,470 - mmaction - INFO - Epoch [167][1420/3757] lr: 1.485e-03, eta: 8:59:12, time: 0.585, data_time: 0.016, memory: 5232, top1_acc: 0.5766, top5_acc: 0.7805, loss_cls: 1.8740, loss: 1.8740, grad_norm: 7.4932 2020-07-28 11:37:50,265 - mmaction - INFO - Epoch [167][1440/3757] lr: 1.485e-03, eta: 8:58:59, time: 0.589, data_time: 0.024, memory: 5232, top1_acc: 0.5188, top5_acc: 0.7312, loss_cls: 2.1091, loss: 2.1091, grad_norm: 7.6331 2020-07-28 11:38:01,963 - mmaction - INFO - Epoch [167][1460/3757] lr: 1.485e-03, eta: 8:58:46, time: 0.585, data_time: 0.017, memory: 5232, top1_acc: 0.5367, top5_acc: 0.7609, loss_cls: 1.9572, loss: 1.9572, grad_norm: 7.1669 2020-07-28 11:38:13,725 - mmaction - INFO - Epoch [167][1480/3757] lr: 1.485e-03, eta: 8:58:34, time: 0.588, data_time: 0.021, memory: 5232, top1_acc: 0.5516, top5_acc: 0.7664, loss_cls: 1.9838, loss: 1.9838, grad_norm: 7.3657 2020-07-28 11:38:25,423 - mmaction - INFO - Epoch [167][1500/3757] lr: 1.485e-03, eta: 8:58:21, time: 0.585, data_time: 0.015, memory: 5232, top1_acc: 0.5445, top5_acc: 0.7594, loss_cls: 1.9712, loss: 1.9712, grad_norm: 7.4603 2020-07-28 11:38:37,192 - mmaction - INFO - Epoch [167][1520/3757] lr: 1.485e-03, eta: 8:58:08, time: 0.588, data_time: 0.023, memory: 5232, top1_acc: 0.5398, top5_acc: 0.7688, loss_cls: 2.0076, loss: 2.0076, grad_norm: 7.4967 2020-07-28 11:38:48,979 - mmaction - INFO - Epoch [167][1540/3757] lr: 1.485e-03, eta: 8:57:55, time: 0.590, data_time: 0.016, memory: 5232, top1_acc: 0.5414, top5_acc: 0.7500, loss_cls: 1.9889, loss: 1.9889, grad_norm: 7.4969 2020-07-28 11:39:00,789 - mmaction - INFO - Epoch [167][1560/3757] lr: 1.485e-03, eta: 8:57:43, time: 0.590, data_time: 0.025, memory: 5232, top1_acc: 0.5172, top5_acc: 0.7438, loss_cls: 2.1217, loss: 2.1217, grad_norm: 7.6098 2020-07-28 11:39:12,532 - mmaction - INFO - Epoch [167][1580/3757] lr: 1.485e-03, eta: 8:57:30, time: 0.588, data_time: 0.017, memory: 5232, top1_acc: 0.5977, top5_acc: 0.7766, loss_cls: 1.8272, loss: 1.8272, grad_norm: 7.1893 2020-07-28 11:39:23,908 - mmaction - INFO - Epoch [167][1600/3757] lr: 1.485e-03, eta: 8:57:17, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5422, top5_acc: 0.7547, loss_cls: 1.9883, loss: 1.9883, grad_norm: 7.7250 2020-07-28 11:39:35,648 - mmaction - INFO - Epoch [167][1620/3757] lr: 1.485e-03, eta: 8:57:04, time: 0.587, data_time: 0.016, memory: 5232, top1_acc: 0.5453, top5_acc: 0.7445, loss_cls: 2.0138, loss: 2.0138, grad_norm: 7.3878 2020-07-28 11:39:47,165 - mmaction - INFO - Epoch [167][1640/3757] lr: 1.485e-03, eta: 8:56:52, time: 0.576, data_time: 0.021, memory: 5232, top1_acc: 0.5367, top5_acc: 0.7516, loss_cls: 2.0312, loss: 2.0312, grad_norm: 7.5548 2020-07-28 11:39:58,818 - mmaction - INFO - Epoch [167][1660/3757] lr: 1.485e-03, eta: 8:56:39, time: 0.582, data_time: 0.025, memory: 5232, top1_acc: 0.5148, top5_acc: 0.7375, loss_cls: 2.0907, loss: 2.0907, grad_norm: 7.8817 2020-07-28 11:40:10,292 - mmaction - INFO - Epoch [167][1680/3757] lr: 1.485e-03, eta: 8:56:26, time: 0.574, data_time: 0.016, memory: 5232, top1_acc: 0.5234, top5_acc: 0.7453, loss_cls: 2.0419, loss: 2.0419, grad_norm: 7.4854 2020-07-28 11:40:21,918 - mmaction - INFO - Epoch [167][1700/3757] lr: 1.485e-03, eta: 8:56:13, time: 0.582, data_time: 0.024, memory: 5232, top1_acc: 0.5492, top5_acc: 0.7648, loss_cls: 1.9859, loss: 1.9859, grad_norm: 7.5695 2020-07-28 11:40:33,058 - mmaction - INFO - Epoch [167][1720/3757] lr: 1.485e-03, eta: 8:56:01, time: 0.557, data_time: 0.003, memory: 5232, top1_acc: 0.5359, top5_acc: 0.7539, loss_cls: 1.9943, loss: 1.9943, grad_norm: 7.3914 2020-07-28 11:40:44,278 - mmaction - INFO - Epoch [167][1740/3757] lr: 1.485e-03, eta: 8:55:48, time: 0.561, data_time: 0.003, memory: 5232, top1_acc: 0.5602, top5_acc: 0.7906, loss_cls: 1.9012, loss: 1.9012, grad_norm: 7.4695 2020-07-28 11:40:55,499 - mmaction - INFO - Epoch [167][1760/3757] lr: 1.485e-03, eta: 8:55:35, time: 0.561, data_time: 0.003, memory: 5232, top1_acc: 0.5180, top5_acc: 0.7391, loss_cls: 2.0945, loss: 2.0945, grad_norm: 7.4998 2020-07-28 11:41:06,653 - mmaction - INFO - Epoch [167][1780/3757] lr: 1.485e-03, eta: 8:55:22, time: 0.557, data_time: 0.003, memory: 5232, top1_acc: 0.5391, top5_acc: 0.7594, loss_cls: 2.0154, loss: 2.0154, grad_norm: 7.5368 2020-07-28 11:41:22,513 - mmaction - INFO - Epoch [167][1800/3757] lr: 1.485e-03, eta: 8:55:10, time: 0.794, data_time: 0.226, memory: 5232, top1_acc: 0.5508, top5_acc: 0.7656, loss_cls: 2.0029, loss: 2.0029, grad_norm: 7.4266 2020-07-28 11:41:38,084 - mmaction - INFO - Epoch [167][1820/3757] lr: 1.485e-03, eta: 8:54:58, time: 0.779, data_time: 0.186, memory: 5232, top1_acc: 0.5500, top5_acc: 0.7469, loss_cls: 2.0309, loss: 2.0309, grad_norm: 7.6092 2020-07-28 11:41:50,034 - mmaction - INFO - Epoch [167][1840/3757] lr: 1.485e-03, eta: 8:54:45, time: 0.597, data_time: 0.025, memory: 5232, top1_acc: 0.5508, top5_acc: 0.7695, loss_cls: 1.9622, loss: 1.9622, grad_norm: 7.5859 2020-07-28 11:42:01,872 - mmaction - INFO - Epoch [167][1860/3757] lr: 1.485e-03, eta: 8:54:32, time: 0.592, data_time: 0.025, memory: 5232, top1_acc: 0.5437, top5_acc: 0.7547, loss_cls: 2.0149, loss: 2.0149, grad_norm: 7.7097 2020-07-28 11:42:13,738 - mmaction - INFO - Epoch [167][1880/3757] lr: 1.485e-03, eta: 8:54:19, time: 0.593, data_time: 0.025, memory: 5232, top1_acc: 0.5336, top5_acc: 0.7453, loss_cls: 2.0490, loss: 2.0490, grad_norm: 7.6063 2020-07-28 11:42:25,542 - mmaction - INFO - Epoch [167][1900/3757] lr: 1.485e-03, eta: 8:54:07, time: 0.590, data_time: 0.014, memory: 5232, top1_acc: 0.5195, top5_acc: 0.7227, loss_cls: 2.1456, loss: 2.1456, grad_norm: 7.5498 2020-07-28 11:42:37,290 - mmaction - INFO - Epoch [167][1920/3757] lr: 1.485e-03, eta: 8:53:54, time: 0.587, data_time: 0.022, memory: 5232, top1_acc: 0.5336, top5_acc: 0.7367, loss_cls: 2.0709, loss: 2.0709, grad_norm: 7.6548 2020-07-28 11:42:48,810 - mmaction - INFO - Epoch [167][1940/3757] lr: 1.485e-03, eta: 8:53:41, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5664, top5_acc: 0.7664, loss_cls: 1.9057, loss: 1.9057, grad_norm: 7.1283 2020-07-28 11:43:00,326 - mmaction - INFO - Epoch [167][1960/3757] lr: 1.485e-03, eta: 8:53:28, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5437, top5_acc: 0.7531, loss_cls: 2.0103, loss: 2.0103, grad_norm: 7.5714 2020-07-28 11:43:11,836 - mmaction - INFO - Epoch [167][1980/3757] lr: 1.485e-03, eta: 8:53:16, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.5367, top5_acc: 0.7344, loss_cls: 2.0651, loss: 2.0651, grad_norm: 7.7238 2020-07-28 11:43:23,218 - mmaction - INFO - Epoch [167][2000/3757] lr: 1.485e-03, eta: 8:53:03, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.5406, top5_acc: 0.7555, loss_cls: 2.0382, loss: 2.0382, grad_norm: 7.4386 2020-07-28 11:43:34,658 - mmaction - INFO - Epoch [167][2020/3757] lr: 1.485e-03, eta: 8:52:50, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.5172, top5_acc: 0.7289, loss_cls: 2.1047, loss: 2.1047, grad_norm: 7.7517 2020-07-28 11:43:46,200 - mmaction - INFO - Epoch [167][2040/3757] lr: 1.485e-03, eta: 8:52:37, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.5336, top5_acc: 0.7547, loss_cls: 1.9838, loss: 1.9838, grad_norm: 7.3677 2020-07-28 11:43:57,672 - mmaction - INFO - Epoch [167][2060/3757] lr: 1.485e-03, eta: 8:52:25, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5445, top5_acc: 0.7664, loss_cls: 1.9657, loss: 1.9657, grad_norm: 7.2948 2020-07-28 11:44:09,106 - mmaction - INFO - Epoch [167][2080/3757] lr: 1.485e-03, eta: 8:52:12, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5320, top5_acc: 0.7523, loss_cls: 2.0041, loss: 2.0041, grad_norm: 7.4771 2020-07-28 11:44:20,514 - mmaction - INFO - Epoch [167][2100/3757] lr: 1.485e-03, eta: 8:51:59, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5117, top5_acc: 0.7508, loss_cls: 2.0935, loss: 2.0935, grad_norm: 7.5869 2020-07-28 11:44:31,930 - mmaction - INFO - Epoch [167][2120/3757] lr: 1.485e-03, eta: 8:51:46, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5539, top5_acc: 0.7609, loss_cls: 2.0154, loss: 2.0154, grad_norm: 7.5856 2020-07-28 11:44:43,309 - mmaction - INFO - Epoch [167][2140/3757] lr: 1.485e-03, eta: 8:51:34, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5289, top5_acc: 0.7602, loss_cls: 2.0077, loss: 2.0077, grad_norm: 7.5983 2020-07-28 11:44:54,621 - mmaction - INFO - Epoch [167][2160/3757] lr: 1.485e-03, eta: 8:51:21, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5516, top5_acc: 0.7781, loss_cls: 1.9194, loss: 1.9194, grad_norm: 7.3407 2020-07-28 11:45:06,130 - mmaction - INFO - Epoch [167][2180/3757] lr: 1.485e-03, eta: 8:51:08, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5211, top5_acc: 0.7422, loss_cls: 2.0699, loss: 2.0699, grad_norm: 7.7758 2020-07-28 11:45:17,529 - mmaction - INFO - Epoch [167][2200/3757] lr: 1.485e-03, eta: 8:50:55, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.5148, top5_acc: 0.7227, loss_cls: 2.1733, loss: 2.1733, grad_norm: 7.8603 2020-07-28 11:45:29,096 - mmaction - INFO - Epoch [167][2220/3757] lr: 1.485e-03, eta: 8:50:43, time: 0.578, data_time: 0.011, memory: 5232, top1_acc: 0.5570, top5_acc: 0.7727, loss_cls: 1.9390, loss: 1.9390, grad_norm: 7.3224 2020-07-28 11:45:40,378 - mmaction - INFO - Epoch [167][2240/3757] lr: 1.485e-03, eta: 8:50:30, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.5289, top5_acc: 0.7586, loss_cls: 2.0330, loss: 2.0330, grad_norm: 7.7782 2020-07-28 11:45:51,808 - mmaction - INFO - Epoch [167][2260/3757] lr: 1.485e-03, eta: 8:50:17, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5328, top5_acc: 0.7625, loss_cls: 1.9909, loss: 1.9909, grad_norm: 7.6132 2020-07-28 11:46:03,218 - mmaction - INFO - Epoch [167][2280/3757] lr: 1.485e-03, eta: 8:50:04, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5727, top5_acc: 0.7797, loss_cls: 1.8734, loss: 1.8734, grad_norm: 7.3256 2020-07-28 11:46:14,803 - mmaction - INFO - Epoch [167][2300/3757] lr: 1.485e-03, eta: 8:49:51, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.5469, top5_acc: 0.7672, loss_cls: 2.0297, loss: 2.0297, grad_norm: 7.6437 2020-07-28 11:46:26,193 - mmaction - INFO - Epoch [167][2320/3757] lr: 1.485e-03, eta: 8:49:39, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5164, top5_acc: 0.7531, loss_cls: 2.0690, loss: 2.0690, grad_norm: 7.5624 2020-07-28 11:46:37,707 - mmaction - INFO - Epoch [167][2340/3757] lr: 1.485e-03, eta: 8:49:26, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5437, top5_acc: 0.7609, loss_cls: 1.9925, loss: 1.9925, grad_norm: 7.5906 2020-07-28 11:46:49,280 - mmaction - INFO - Epoch [167][2360/3757] lr: 1.485e-03, eta: 8:49:13, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.5414, top5_acc: 0.7758, loss_cls: 1.9643, loss: 1.9643, grad_norm: 7.3867 2020-07-28 11:47:00,589 - mmaction - INFO - Epoch [167][2380/3757] lr: 1.485e-03, eta: 8:49:00, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.5367, top5_acc: 0.7492, loss_cls: 2.0208, loss: 2.0208, grad_norm: 7.4565 2020-07-28 11:47:12,101 - mmaction - INFO - Epoch [167][2400/3757] lr: 1.485e-03, eta: 8:48:48, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5516, top5_acc: 0.7703, loss_cls: 1.9437, loss: 1.9437, grad_norm: 7.4377 2020-07-28 11:47:23,561 - mmaction - INFO - Epoch [167][2420/3757] lr: 1.485e-03, eta: 8:48:35, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.5203, top5_acc: 0.7398, loss_cls: 2.0848, loss: 2.0848, grad_norm: 7.7494 2020-07-28 11:47:35,024 - mmaction - INFO - Epoch [167][2440/3757] lr: 1.485e-03, eta: 8:48:22, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.5516, top5_acc: 0.7617, loss_cls: 1.9678, loss: 1.9678, grad_norm: 7.3840 2020-07-28 11:47:46,501 - mmaction - INFO - Epoch [167][2460/3757] lr: 1.485e-03, eta: 8:48:09, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5500, top5_acc: 0.7523, loss_cls: 1.9990, loss: 1.9990, grad_norm: 7.5343 2020-07-28 11:47:57,983 - mmaction - INFO - Epoch [167][2480/3757] lr: 1.485e-03, eta: 8:47:57, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5219, top5_acc: 0.7570, loss_cls: 2.0514, loss: 2.0514, grad_norm: 7.5817 2020-07-28 11:48:09,513 - mmaction - INFO - Epoch [167][2500/3757] lr: 1.485e-03, eta: 8:47:44, time: 0.576, data_time: 0.005, memory: 5232, top1_acc: 0.5539, top5_acc: 0.7688, loss_cls: 1.9029, loss: 1.9029, grad_norm: 7.2481 2020-07-28 11:48:20,980 - mmaction - INFO - Epoch [167][2520/3757] lr: 1.485e-03, eta: 8:47:31, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5273, top5_acc: 0.7539, loss_cls: 2.0556, loss: 2.0556, grad_norm: 7.6663 2020-07-28 11:48:32,429 - mmaction - INFO - Epoch [167][2540/3757] lr: 1.485e-03, eta: 8:47:18, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5563, top5_acc: 0.7688, loss_cls: 1.9599, loss: 1.9599, grad_norm: 7.2745 2020-07-28 11:48:44,388 - mmaction - INFO - Epoch [167][2560/3757] lr: 1.485e-03, eta: 8:47:06, time: 0.598, data_time: 0.032, memory: 5232, top1_acc: 0.5586, top5_acc: 0.7711, loss_cls: 1.9318, loss: 1.9318, grad_norm: 7.4557 2020-07-28 11:48:55,732 - mmaction - INFO - Epoch [167][2580/3757] lr: 1.485e-03, eta: 8:46:53, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5203, top5_acc: 0.7578, loss_cls: 2.0618, loss: 2.0618, grad_norm: 7.7395 2020-07-28 11:49:07,175 - mmaction - INFO - Epoch [167][2600/3757] lr: 1.485e-03, eta: 8:46:40, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5258, top5_acc: 0.7469, loss_cls: 2.1154, loss: 2.1154, grad_norm: 7.7009 2020-07-28 11:49:18,661 - mmaction - INFO - Epoch [167][2620/3757] lr: 1.485e-03, eta: 8:46:27, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5406, top5_acc: 0.7633, loss_cls: 1.9768, loss: 1.9768, grad_norm: 7.8039 2020-07-28 11:49:30,100 - mmaction - INFO - Epoch [167][2640/3757] lr: 1.485e-03, eta: 8:46:15, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5594, top5_acc: 0.7672, loss_cls: 1.9492, loss: 1.9492, grad_norm: 7.6353 2020-07-28 11:49:41,469 - mmaction - INFO - Epoch [167][2660/3757] lr: 1.485e-03, eta: 8:46:02, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.5570, top5_acc: 0.7852, loss_cls: 1.9364, loss: 1.9364, grad_norm: 7.5777 2020-07-28 11:49:52,872 - mmaction - INFO - Epoch [167][2680/3757] lr: 1.485e-03, eta: 8:45:49, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5195, top5_acc: 0.7391, loss_cls: 2.1260, loss: 2.1260, grad_norm: 7.7546 2020-07-28 11:50:04,310 - mmaction - INFO - Epoch [167][2700/3757] lr: 1.485e-03, eta: 8:45:36, time: 0.572, data_time: 0.006, memory: 5232, top1_acc: 0.5539, top5_acc: 0.7641, loss_cls: 1.9422, loss: 1.9422, grad_norm: 7.3947 2020-07-28 11:50:15,709 - mmaction - INFO - Epoch [167][2720/3757] lr: 1.485e-03, eta: 8:45:24, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5516, top5_acc: 0.7398, loss_cls: 2.0355, loss: 2.0355, grad_norm: 7.5391 2020-07-28 11:50:27,233 - mmaction - INFO - Epoch [167][2740/3757] lr: 1.485e-03, eta: 8:45:11, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5570, top5_acc: 0.7648, loss_cls: 1.9773, loss: 1.9773, grad_norm: 7.4789 2020-07-28 11:50:38,686 - mmaction - INFO - Epoch [167][2760/3757] lr: 1.485e-03, eta: 8:44:58, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5250, top5_acc: 0.7477, loss_cls: 2.0261, loss: 2.0261, grad_norm: 7.4139 2020-07-28 11:50:50,191 - mmaction - INFO - Epoch [167][2780/3757] lr: 1.485e-03, eta: 8:44:45, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.5336, top5_acc: 0.7422, loss_cls: 2.0490, loss: 2.0490, grad_norm: 7.3775 2020-07-28 11:51:01,620 - mmaction - INFO - Epoch [167][2800/3757] lr: 1.485e-03, eta: 8:44:32, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5539, top5_acc: 0.7562, loss_cls: 1.9944, loss: 1.9944, grad_norm: 7.5085 2020-07-28 11:51:13,096 - mmaction - INFO - Epoch [167][2820/3757] lr: 1.485e-03, eta: 8:44:20, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5477, top5_acc: 0.7625, loss_cls: 1.9580, loss: 1.9580, grad_norm: 7.1552 2020-07-28 11:51:24,556 - mmaction - INFO - Epoch [167][2840/3757] lr: 1.485e-03, eta: 8:44:07, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5312, top5_acc: 0.7586, loss_cls: 2.0433, loss: 2.0433, grad_norm: 7.8074 2020-07-28 11:51:35,986 - mmaction - INFO - Epoch [167][2860/3757] lr: 1.485e-03, eta: 8:43:54, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5133, top5_acc: 0.7203, loss_cls: 2.1893, loss: 2.1893, grad_norm: 7.8145 2020-07-28 11:51:47,767 - mmaction - INFO - Epoch [167][2880/3757] lr: 1.485e-03, eta: 8:43:41, time: 0.589, data_time: 0.020, memory: 5232, top1_acc: 0.5508, top5_acc: 0.7617, loss_cls: 1.9802, loss: 1.9802, grad_norm: 7.5982 2020-07-28 11:51:59,317 - mmaction - INFO - Epoch [167][2900/3757] lr: 1.485e-03, eta: 8:43:29, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.5414, top5_acc: 0.7328, loss_cls: 2.0633, loss: 2.0633, grad_norm: 7.6770 2020-07-28 11:52:10,707 - mmaction - INFO - Epoch [167][2920/3757] lr: 1.485e-03, eta: 8:43:16, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5531, top5_acc: 0.7531, loss_cls: 1.9976, loss: 1.9976, grad_norm: 7.4251 2020-07-28 11:52:22,257 - mmaction - INFO - Epoch [167][2940/3757] lr: 1.485e-03, eta: 8:43:03, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.5266, top5_acc: 0.7562, loss_cls: 2.0115, loss: 2.0115, grad_norm: 7.6437 2020-07-28 11:52:33,580 - mmaction - INFO - Epoch [167][2960/3757] lr: 1.485e-03, eta: 8:42:50, time: 0.566, data_time: 0.001, memory: 5232, top1_acc: 0.5250, top5_acc: 0.7484, loss_cls: 2.0355, loss: 2.0355, grad_norm: 7.6252 2020-07-28 11:52:44,996 - mmaction - INFO - Epoch [167][2980/3757] lr: 1.485e-03, eta: 8:42:38, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5078, top5_acc: 0.7266, loss_cls: 2.1881, loss: 2.1881, grad_norm: 7.7852 2020-07-28 11:52:56,422 - mmaction - INFO - Epoch [167][3000/3757] lr: 1.485e-03, eta: 8:42:25, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5195, top5_acc: 0.7516, loss_cls: 2.0937, loss: 2.0937, grad_norm: 7.4090 2020-07-28 11:53:07,927 - mmaction - INFO - Epoch [167][3020/3757] lr: 1.485e-03, eta: 8:42:12, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5359, top5_acc: 0.7594, loss_cls: 2.0188, loss: 2.0188, grad_norm: 7.4052 2020-07-28 11:53:19,353 - mmaction - INFO - Epoch [167][3040/3757] lr: 1.485e-03, eta: 8:41:59, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5383, top5_acc: 0.7602, loss_cls: 2.0080, loss: 2.0080, grad_norm: 7.5141 2020-07-28 11:53:30,869 - mmaction - INFO - Epoch [167][3060/3757] lr: 1.485e-03, eta: 8:41:47, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5742, top5_acc: 0.7719, loss_cls: 1.9191, loss: 1.9191, grad_norm: 7.2489 2020-07-28 11:53:42,209 - mmaction - INFO - Epoch [167][3080/3757] lr: 1.485e-03, eta: 8:41:34, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5461, top5_acc: 0.7539, loss_cls: 2.0225, loss: 2.0225, grad_norm: 7.4505 2020-07-28 11:53:53,679 - mmaction - INFO - Epoch [167][3100/3757] lr: 1.485e-03, eta: 8:41:21, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5289, top5_acc: 0.7461, loss_cls: 2.0545, loss: 2.0545, grad_norm: 7.4706 2020-07-28 11:54:05,004 - mmaction - INFO - Epoch [167][3120/3757] lr: 1.485e-03, eta: 8:41:08, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5234, top5_acc: 0.7398, loss_cls: 2.0785, loss: 2.0785, grad_norm: 7.5612 2020-07-28 11:54:16,470 - mmaction - INFO - Epoch [167][3140/3757] lr: 1.485e-03, eta: 8:40:56, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5172, top5_acc: 0.7234, loss_cls: 2.1579, loss: 2.1579, grad_norm: 7.9018 2020-07-28 11:54:27,820 - mmaction - INFO - Epoch [167][3160/3757] lr: 1.485e-03, eta: 8:40:43, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5414, top5_acc: 0.7617, loss_cls: 2.0088, loss: 2.0088, grad_norm: 7.3182 2020-07-28 11:54:39,328 - mmaction - INFO - Epoch [167][3180/3757] lr: 1.485e-03, eta: 8:40:30, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5477, top5_acc: 0.7430, loss_cls: 2.0187, loss: 2.0187, grad_norm: 7.5467 2020-07-28 11:54:50,884 - mmaction - INFO - Epoch [167][3200/3757] lr: 1.485e-03, eta: 8:40:17, time: 0.578, data_time: 0.004, memory: 5232, top1_acc: 0.5508, top5_acc: 0.7688, loss_cls: 1.9721, loss: 1.9721, grad_norm: 7.4424 2020-07-28 11:55:02,490 - mmaction - INFO - Epoch [167][3220/3757] lr: 1.485e-03, eta: 8:40:05, time: 0.581, data_time: 0.003, memory: 5232, top1_acc: 0.5469, top5_acc: 0.7586, loss_cls: 1.9910, loss: 1.9910, grad_norm: 7.4626 2020-07-28 11:55:13,876 - mmaction - INFO - Epoch [167][3240/3757] lr: 1.485e-03, eta: 8:39:52, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.5359, top5_acc: 0.7508, loss_cls: 2.0390, loss: 2.0390, grad_norm: 7.7025 2020-07-28 11:55:25,266 - mmaction - INFO - Epoch [167][3260/3757] lr: 1.485e-03, eta: 8:39:39, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5594, top5_acc: 0.7664, loss_cls: 1.9877, loss: 1.9877, grad_norm: 7.6062 2020-07-28 11:55:36,682 - mmaction - INFO - Epoch [167][3280/3757] lr: 1.485e-03, eta: 8:39:26, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.5336, top5_acc: 0.7438, loss_cls: 2.0765, loss: 2.0765, grad_norm: 7.5705 2020-07-28 11:55:48,152 - mmaction - INFO - Epoch [167][3300/3757] lr: 1.485e-03, eta: 8:39:14, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5492, top5_acc: 0.7750, loss_cls: 1.9150, loss: 1.9150, grad_norm: 7.3905 2020-07-28 11:55:59,585 - mmaction - INFO - Epoch [167][3320/3757] lr: 1.485e-03, eta: 8:39:01, time: 0.572, data_time: 0.011, memory: 5232, top1_acc: 0.5195, top5_acc: 0.7469, loss_cls: 2.0453, loss: 2.0453, grad_norm: 7.5833 2020-07-28 11:56:10,980 - mmaction - INFO - Epoch [167][3340/3757] lr: 1.485e-03, eta: 8:38:48, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5492, top5_acc: 0.7789, loss_cls: 1.9288, loss: 1.9288, grad_norm: 7.5734 2020-07-28 11:56:22,468 - mmaction - INFO - Epoch [167][3360/3757] lr: 1.485e-03, eta: 8:38:35, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5234, top5_acc: 0.7500, loss_cls: 2.0882, loss: 2.0882, grad_norm: 7.7400 2020-07-28 11:56:33,909 - mmaction - INFO - Epoch [167][3380/3757] lr: 1.485e-03, eta: 8:38:23, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5398, top5_acc: 0.7570, loss_cls: 2.0317, loss: 2.0317, grad_norm: 7.6804 2020-07-28 11:56:45,294 - mmaction - INFO - Epoch [167][3400/3757] lr: 1.485e-03, eta: 8:38:10, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5430, top5_acc: 0.7570, loss_cls: 2.0469, loss: 2.0469, grad_norm: 7.8052 2020-07-28 11:56:56,759 - mmaction - INFO - Epoch [167][3420/3757] lr: 1.485e-03, eta: 8:37:57, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5555, top5_acc: 0.7664, loss_cls: 1.9471, loss: 1.9471, grad_norm: 7.2499 2020-07-28 11:57:08,287 - mmaction - INFO - Epoch [167][3440/3757] lr: 1.485e-03, eta: 8:37:44, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5227, top5_acc: 0.7461, loss_cls: 2.0682, loss: 2.0682, grad_norm: 7.4832 2020-07-28 11:57:19,640 - mmaction - INFO - Epoch [167][3460/3757] lr: 1.485e-03, eta: 8:37:31, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5148, top5_acc: 0.7461, loss_cls: 2.1088, loss: 2.1088, grad_norm: 7.8608 2020-07-28 11:57:37,196 - mmaction - INFO - Epoch [167][3480/3757] lr: 1.485e-03, eta: 8:37:19, time: 0.877, data_time: 0.003, memory: 5232, top1_acc: 0.5273, top5_acc: 0.7656, loss_cls: 2.0063, loss: 2.0063, grad_norm: 7.6514 2020-07-28 11:57:51,589 - mmaction - INFO - Epoch [167][3500/3757] lr: 1.485e-03, eta: 8:37:07, time: 0.720, data_time: 0.106, memory: 5232, top1_acc: 0.5617, top5_acc: 0.7523, loss_cls: 2.0136, loss: 2.0136, grad_norm: 7.5711 2020-07-28 11:58:03,050 - mmaction - INFO - Epoch [167][3520/3757] lr: 1.485e-03, eta: 8:36:54, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.5336, top5_acc: 0.7594, loss_cls: 2.0147, loss: 2.0147, grad_norm: 7.4594 2020-07-28 11:58:23,020 - mmaction - INFO - Epoch [167][3540/3757] lr: 1.485e-03, eta: 8:36:42, time: 0.999, data_time: 0.255, memory: 5232, top1_acc: 0.5539, top5_acc: 0.7641, loss_cls: 1.9724, loss: 1.9724, grad_norm: 7.2520 2020-07-28 11:58:41,641 - mmaction - INFO - Epoch [167][3560/3757] lr: 1.485e-03, eta: 8:36:30, time: 0.931, data_time: 0.128, memory: 5232, top1_acc: 0.5461, top5_acc: 0.7609, loss_cls: 1.9809, loss: 1.9809, grad_norm: 7.4044 2020-07-28 11:59:00,190 - mmaction - INFO - Epoch [167][3580/3757] lr: 1.485e-03, eta: 8:36:18, time: 0.928, data_time: 0.046, memory: 5232, top1_acc: 0.5414, top5_acc: 0.7555, loss_cls: 2.0483, loss: 2.0483, grad_norm: 7.8692 2020-07-28 11:59:14,733 - mmaction - INFO - Epoch [167][3600/3757] lr: 1.485e-03, eta: 8:36:06, time: 0.727, data_time: 0.026, memory: 5232, top1_acc: 0.5609, top5_acc: 0.7703, loss_cls: 1.8998, loss: 1.8998, grad_norm: 7.2807 2020-07-28 11:59:27,559 - mmaction - INFO - Epoch [167][3620/3757] lr: 1.485e-03, eta: 8:35:53, time: 0.641, data_time: 0.012, memory: 5232, top1_acc: 0.5477, top5_acc: 0.7555, loss_cls: 2.0064, loss: 2.0064, grad_norm: 7.7579 2020-07-28 11:59:39,952 - mmaction - INFO - Epoch [167][3640/3757] lr: 1.485e-03, eta: 8:35:40, time: 0.619, data_time: 0.002, memory: 5232, top1_acc: 0.5492, top5_acc: 0.7586, loss_cls: 1.9526, loss: 1.9526, grad_norm: 7.3470 2020-07-28 11:59:53,836 - mmaction - INFO - Epoch [167][3660/3757] lr: 1.485e-03, eta: 8:35:28, time: 0.695, data_time: 0.081, memory: 5232, top1_acc: 0.5164, top5_acc: 0.7539, loss_cls: 2.0806, loss: 2.0806, grad_norm: 7.6381 2020-07-28 12:00:14,580 - mmaction - INFO - Epoch [167][3680/3757] lr: 1.485e-03, eta: 8:35:16, time: 1.026, data_time: 0.025, memory: 5232, top1_acc: 0.5477, top5_acc: 0.7680, loss_cls: 1.9504, loss: 1.9504, grad_norm: 7.5951 2020-07-28 12:00:28,225 - mmaction - INFO - Epoch [167][3700/3757] lr: 1.485e-03, eta: 8:35:03, time: 0.693, data_time: 0.037, memory: 5232, top1_acc: 0.5328, top5_acc: 0.7461, loss_cls: 1.9965, loss: 1.9965, grad_norm: 7.6763 2020-07-28 12:00:39,794 - mmaction - INFO - Epoch [167][3720/3757] lr: 1.485e-03, eta: 8:34:51, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.5687, top5_acc: 0.7781, loss_cls: 1.9368, loss: 1.9368, grad_norm: 7.4917 2020-07-28 12:00:51,330 - mmaction - INFO - Epoch [167][3740/3757] lr: 1.485e-03, eta: 8:34:38, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.5359, top5_acc: 0.7516, loss_cls: 2.0371, loss: 2.0371, grad_norm: 7.3530 2020-07-28 12:08:36,474 - mmaction - INFO - Epoch [168][20/3757] lr: 1.281e-03, eta: 8:34:54, time: 21.406, data_time: 20.804, memory: 5232, top1_acc: 0.5516, top5_acc: 0.7391, loss_cls: 2.0205, loss: 2.0205, grad_norm: 7.2534 2020-07-28 12:08:47,801 - mmaction - INFO - Epoch [168][40/3757] lr: 1.281e-03, eta: 8:34:42, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.5227, top5_acc: 0.7430, loss_cls: 2.0523, loss: 2.0523, grad_norm: 7.8728 2020-07-28 12:08:59,180 - mmaction - INFO - Epoch [168][60/3757] lr: 1.281e-03, eta: 8:34:29, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.5242, top5_acc: 0.7500, loss_cls: 2.0408, loss: 2.0408, grad_norm: 7.5566 2020-07-28 12:09:10,499 - mmaction - INFO - Epoch [168][80/3757] lr: 1.281e-03, eta: 8:34:16, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.5484, top5_acc: 0.7617, loss_cls: 1.9151, loss: 1.9151, grad_norm: 7.3188 2020-07-28 12:09:21,842 - mmaction - INFO - Epoch [168][100/3757] lr: 1.281e-03, eta: 8:34:03, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5422, top5_acc: 0.7594, loss_cls: 2.0221, loss: 2.0221, grad_norm: 7.6295 2020-07-28 12:09:33,168 - mmaction - INFO - Epoch [168][120/3757] lr: 1.281e-03, eta: 8:33:50, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.5227, top5_acc: 0.7406, loss_cls: 2.0665, loss: 2.0665, grad_norm: 7.7276 2020-07-28 12:09:44,616 - mmaction - INFO - Epoch [168][140/3757] lr: 1.281e-03, eta: 8:33:38, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.5375, top5_acc: 0.7281, loss_cls: 2.0842, loss: 2.0842, grad_norm: 7.7080 2020-07-28 12:09:55,911 - mmaction - INFO - Epoch [168][160/3757] lr: 1.281e-03, eta: 8:33:25, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.5398, top5_acc: 0.7680, loss_cls: 1.9885, loss: 1.9885, grad_norm: 7.6598 2020-07-28 12:10:07,513 - mmaction - INFO - Epoch [168][180/3757] lr: 1.281e-03, eta: 8:33:12, time: 0.580, data_time: 0.017, memory: 5232, top1_acc: 0.5297, top5_acc: 0.7539, loss_cls: 2.0253, loss: 2.0253, grad_norm: 7.4648 2020-07-28 12:10:18,801 - mmaction - INFO - Epoch [168][200/3757] lr: 1.281e-03, eta: 8:32:59, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.5523, top5_acc: 0.7672, loss_cls: 1.9470, loss: 1.9470, grad_norm: 7.5445 2020-07-28 12:10:30,195 - mmaction - INFO - Epoch [168][220/3757] lr: 1.281e-03, eta: 8:32:47, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5602, top5_acc: 0.7609, loss_cls: 1.9536, loss: 1.9536, grad_norm: 7.5453 2020-07-28 12:10:41,594 - mmaction - INFO - Epoch [168][240/3757] lr: 1.281e-03, eta: 8:32:34, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5234, top5_acc: 0.7641, loss_cls: 2.0489, loss: 2.0489, grad_norm: 7.6173 2020-07-28 12:10:53,004 - mmaction - INFO - Epoch [168][260/3757] lr: 1.281e-03, eta: 8:32:21, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5383, top5_acc: 0.7703, loss_cls: 1.9543, loss: 1.9543, grad_norm: 7.4554 2020-07-28 12:11:04,380 - mmaction - INFO - Epoch [168][280/3757] lr: 1.281e-03, eta: 8:32:08, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5406, top5_acc: 0.7555, loss_cls: 2.0289, loss: 2.0289, grad_norm: 7.5856 2020-07-28 12:11:15,802 - mmaction - INFO - Epoch [168][300/3757] lr: 1.281e-03, eta: 8:31:55, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5523, top5_acc: 0.7484, loss_cls: 2.0691, loss: 2.0691, grad_norm: 7.5606 2020-07-28 12:11:27,198 - mmaction - INFO - Epoch [168][320/3757] lr: 1.281e-03, eta: 8:31:43, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5117, top5_acc: 0.7383, loss_cls: 2.0892, loss: 2.0892, grad_norm: 7.7695 2020-07-28 12:11:38,662 - mmaction - INFO - Epoch [168][340/3757] lr: 1.281e-03, eta: 8:31:30, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5570, top5_acc: 0.7477, loss_cls: 1.9662, loss: 1.9662, grad_norm: 7.3199 2020-07-28 12:11:50,121 - mmaction - INFO - Epoch [168][360/3757] lr: 1.281e-03, eta: 8:31:17, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.5445, top5_acc: 0.7664, loss_cls: 1.9690, loss: 1.9690, grad_norm: 7.5508 2020-07-28 12:12:01,580 - mmaction - INFO - Epoch [168][380/3757] lr: 1.281e-03, eta: 8:31:04, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5602, top5_acc: 0.7633, loss_cls: 1.9489, loss: 1.9489, grad_norm: 7.3996 2020-07-28 12:12:13,048 - mmaction - INFO - Epoch [168][400/3757] lr: 1.281e-03, eta: 8:30:52, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5445, top5_acc: 0.7602, loss_cls: 1.9957, loss: 1.9957, grad_norm: 7.3691 2020-07-28 12:12:24,400 - mmaction - INFO - Epoch [168][420/3757] lr: 1.281e-03, eta: 8:30:39, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5586, top5_acc: 0.7766, loss_cls: 1.8839, loss: 1.8839, grad_norm: 7.4233 2020-07-28 12:12:35,865 - mmaction - INFO - Epoch [168][440/3757] lr: 1.281e-03, eta: 8:30:26, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5648, top5_acc: 0.7719, loss_cls: 1.9011, loss: 1.9011, grad_norm: 7.2486 2020-07-28 12:12:47,320 - mmaction - INFO - Epoch [168][460/3757] lr: 1.281e-03, eta: 8:30:13, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5500, top5_acc: 0.7633, loss_cls: 1.9853, loss: 1.9853, grad_norm: 7.7276 2020-07-28 12:12:58,697 - mmaction - INFO - Epoch [168][480/3757] lr: 1.281e-03, eta: 8:30:01, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5586, top5_acc: 0.7609, loss_cls: 1.9499, loss: 1.9499, grad_norm: 7.4406 2020-07-28 12:13:10,188 - mmaction - INFO - Epoch [168][500/3757] lr: 1.281e-03, eta: 8:29:48, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5711, top5_acc: 0.7578, loss_cls: 1.9489, loss: 1.9489, grad_norm: 7.2068 2020-07-28 12:13:21,699 - mmaction - INFO - Epoch [168][520/3757] lr: 1.281e-03, eta: 8:29:35, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5500, top5_acc: 0.7555, loss_cls: 1.9938, loss: 1.9938, grad_norm: 7.5385 2020-07-28 12:13:33,049 - mmaction - INFO - Epoch [168][540/3757] lr: 1.281e-03, eta: 8:29:22, time: 0.567, data_time: 0.001, memory: 5232, top1_acc: 0.5555, top5_acc: 0.7625, loss_cls: 1.9588, loss: 1.9588, grad_norm: 7.5198 2020-07-28 12:13:44,478 - mmaction - INFO - Epoch [168][560/3757] lr: 1.281e-03, eta: 8:29:09, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5484, top5_acc: 0.7641, loss_cls: 2.0078, loss: 2.0078, grad_norm: 7.5910 2020-07-28 12:13:55,911 - mmaction - INFO - Epoch [168][580/3757] lr: 1.281e-03, eta: 8:28:57, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5641, top5_acc: 0.7719, loss_cls: 1.9056, loss: 1.9056, grad_norm: 7.1431 2020-07-28 12:14:07,310 - mmaction - INFO - Epoch [168][600/3757] lr: 1.281e-03, eta: 8:28:44, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5383, top5_acc: 0.7367, loss_cls: 2.0504, loss: 2.0504, grad_norm: 7.4439 2020-07-28 12:14:18,782 - mmaction - INFO - Epoch [168][620/3757] lr: 1.281e-03, eta: 8:28:31, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.5539, top5_acc: 0.7695, loss_cls: 1.9265, loss: 1.9265, grad_norm: 7.5571 2020-07-28 12:14:30,200 - mmaction - INFO - Epoch [168][640/3757] lr: 1.281e-03, eta: 8:28:18, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.5672, top5_acc: 0.7727, loss_cls: 1.9117, loss: 1.9117, grad_norm: 7.3446 2020-07-28 12:14:41,678 - mmaction - INFO - Epoch [168][660/3757] lr: 1.281e-03, eta: 8:28:06, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5469, top5_acc: 0.7695, loss_cls: 1.9339, loss: 1.9339, grad_norm: 7.4704 2020-07-28 12:14:53,015 - mmaction - INFO - Epoch [168][680/3757] lr: 1.281e-03, eta: 8:27:53, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.5320, top5_acc: 0.7797, loss_cls: 1.9645, loss: 1.9645, grad_norm: 7.6100 2020-07-28 12:15:04,419 - mmaction - INFO - Epoch [168][700/3757] lr: 1.281e-03, eta: 8:27:40, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5445, top5_acc: 0.7617, loss_cls: 2.0439, loss: 2.0439, grad_norm: 8.0326 2020-07-28 12:15:15,728 - mmaction - INFO - Epoch [168][720/3757] lr: 1.281e-03, eta: 8:27:27, time: 0.565, data_time: 0.004, memory: 5232, top1_acc: 0.5563, top5_acc: 0.7633, loss_cls: 1.9349, loss: 1.9349, grad_norm: 7.3087 2020-07-28 12:15:27,180 - mmaction - INFO - Epoch [168][740/3757] lr: 1.281e-03, eta: 8:27:14, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5422, top5_acc: 0.7766, loss_cls: 1.9693, loss: 1.9693, grad_norm: 7.6580 2020-07-28 12:15:38,658 - mmaction - INFO - Epoch [168][760/3757] lr: 1.281e-03, eta: 8:27:02, time: 0.574, data_time: 0.010, memory: 5232, top1_acc: 0.5250, top5_acc: 0.7477, loss_cls: 2.0733, loss: 2.0733, grad_norm: 7.7348 2020-07-28 12:15:50,075 - mmaction - INFO - Epoch [168][780/3757] lr: 1.281e-03, eta: 8:26:49, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5547, top5_acc: 0.7789, loss_cls: 1.8877, loss: 1.8877, grad_norm: 7.1606 2020-07-28 12:16:01,449 - mmaction - INFO - Epoch [168][800/3757] lr: 1.281e-03, eta: 8:26:36, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.5531, top5_acc: 0.7711, loss_cls: 1.9260, loss: 1.9260, grad_norm: 7.4547 2020-07-28 12:16:12,912 - mmaction - INFO - Epoch [168][820/3757] lr: 1.281e-03, eta: 8:26:23, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5391, top5_acc: 0.7617, loss_cls: 1.9717, loss: 1.9717, grad_norm: 7.7095 2020-07-28 12:16:24,425 - mmaction - INFO - Epoch [168][840/3757] lr: 1.281e-03, eta: 8:26:11, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5391, top5_acc: 0.7578, loss_cls: 2.0374, loss: 2.0374, grad_norm: 7.6351 2020-07-28 12:16:35,872 - mmaction - INFO - Epoch [168][860/3757] lr: 1.281e-03, eta: 8:25:58, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5539, top5_acc: 0.7766, loss_cls: 1.9129, loss: 1.9129, grad_norm: 7.3963 2020-07-28 12:16:47,309 - mmaction - INFO - Epoch [168][880/3757] lr: 1.281e-03, eta: 8:25:45, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5500, top5_acc: 0.7648, loss_cls: 1.9961, loss: 1.9961, grad_norm: 7.7409 2020-07-28 12:16:58,749 - mmaction - INFO - Epoch [168][900/3757] lr: 1.281e-03, eta: 8:25:32, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5453, top5_acc: 0.7617, loss_cls: 1.9614, loss: 1.9614, grad_norm: 7.4928 2020-07-28 12:17:10,150 - mmaction - INFO - Epoch [168][920/3757] lr: 1.281e-03, eta: 8:25:19, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5531, top5_acc: 0.7539, loss_cls: 1.9786, loss: 1.9786, grad_norm: 7.3384 2020-07-28 12:17:21,559 - mmaction - INFO - Epoch [168][940/3757] lr: 1.281e-03, eta: 8:25:07, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5555, top5_acc: 0.7758, loss_cls: 1.9141, loss: 1.9141, grad_norm: 7.3424 2020-07-28 12:17:32,984 - mmaction - INFO - Epoch [168][960/3757] lr: 1.281e-03, eta: 8:24:54, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5648, top5_acc: 0.7688, loss_cls: 1.9712, loss: 1.9712, grad_norm: 7.4920 2020-07-28 12:17:44,320 - mmaction - INFO - Epoch [168][980/3757] lr: 1.281e-03, eta: 8:24:41, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5516, top5_acc: 0.7648, loss_cls: 1.9716, loss: 1.9716, grad_norm: 7.6033 2020-07-28 12:17:55,768 - mmaction - INFO - Epoch [168][1000/3757] lr: 1.281e-03, eta: 8:24:28, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5437, top5_acc: 0.7719, loss_cls: 1.9412, loss: 1.9412, grad_norm: 7.3356 2020-07-28 12:18:07,258 - mmaction - INFO - Epoch [168][1020/3757] lr: 1.281e-03, eta: 8:24:16, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5500, top5_acc: 0.7453, loss_cls: 2.0327, loss: 2.0327, grad_norm: 7.6833 2020-07-28 12:18:18,665 - mmaction - INFO - Epoch [168][1040/3757] lr: 1.281e-03, eta: 8:24:03, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5227, top5_acc: 0.7656, loss_cls: 2.0265, loss: 2.0265, grad_norm: 7.7903 2020-07-28 12:18:30,039 - mmaction - INFO - Epoch [168][1060/3757] lr: 1.281e-03, eta: 8:23:50, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.5430, top5_acc: 0.7547, loss_cls: 2.0107, loss: 2.0107, grad_norm: 7.7916 2020-07-28 12:18:41,418 - mmaction - INFO - Epoch [168][1080/3757] lr: 1.281e-03, eta: 8:23:37, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5375, top5_acc: 0.7508, loss_cls: 1.9820, loss: 1.9820, grad_norm: 7.5385 2020-07-28 12:18:52,920 - mmaction - INFO - Epoch [168][1100/3757] lr: 1.281e-03, eta: 8:23:25, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5430, top5_acc: 0.7617, loss_cls: 2.0237, loss: 2.0237, grad_norm: 7.7054 2020-07-28 12:19:04,317 - mmaction - INFO - Epoch [168][1120/3757] lr: 1.281e-03, eta: 8:23:12, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5453, top5_acc: 0.7680, loss_cls: 1.9470, loss: 1.9470, grad_norm: 7.5610 2020-07-28 12:19:15,709 - mmaction - INFO - Epoch [168][1140/3757] lr: 1.281e-03, eta: 8:22:59, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5742, top5_acc: 0.7781, loss_cls: 1.8893, loss: 1.8893, grad_norm: 7.3285 2020-07-28 12:19:27,061 - mmaction - INFO - Epoch [168][1160/3757] lr: 1.281e-03, eta: 8:22:46, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5375, top5_acc: 0.7477, loss_cls: 2.0404, loss: 2.0404, grad_norm: 7.7738 2020-07-28 12:19:38,457 - mmaction - INFO - Epoch [168][1180/3757] lr: 1.281e-03, eta: 8:22:33, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5375, top5_acc: 0.7539, loss_cls: 2.0393, loss: 2.0393, grad_norm: 7.6490 2020-07-28 12:19:49,831 - mmaction - INFO - Epoch [168][1200/3757] lr: 1.281e-03, eta: 8:22:21, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5539, top5_acc: 0.7633, loss_cls: 1.9424, loss: 1.9424, grad_norm: 7.3960 2020-07-28 12:20:01,275 - mmaction - INFO - Epoch [168][1220/3757] lr: 1.281e-03, eta: 8:22:08, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5344, top5_acc: 0.7523, loss_cls: 2.0969, loss: 2.0969, grad_norm: 7.8749 2020-07-28 12:20:12,724 - mmaction - INFO - Epoch [168][1240/3757] lr: 1.281e-03, eta: 8:21:55, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5297, top5_acc: 0.7500, loss_cls: 2.0449, loss: 2.0449, grad_norm: 7.7194 2020-07-28 12:20:24,131 - mmaction - INFO - Epoch [168][1260/3757] lr: 1.281e-03, eta: 8:21:42, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.5508, top5_acc: 0.7742, loss_cls: 1.9830, loss: 1.9830, grad_norm: 7.4401 2020-07-28 12:20:35,557 - mmaction - INFO - Epoch [168][1280/3757] lr: 1.281e-03, eta: 8:21:30, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5289, top5_acc: 0.7609, loss_cls: 2.0045, loss: 2.0045, grad_norm: 7.4487 2020-07-28 12:20:47,083 - mmaction - INFO - Epoch [168][1300/3757] lr: 1.281e-03, eta: 8:21:17, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.5430, top5_acc: 0.7617, loss_cls: 1.9626, loss: 1.9626, grad_norm: 7.5127 2020-07-28 12:20:58,527 - mmaction - INFO - Epoch [168][1320/3757] lr: 1.281e-03, eta: 8:21:04, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5289, top5_acc: 0.7570, loss_cls: 2.0335, loss: 2.0335, grad_norm: 7.6570 2020-07-28 12:21:09,959 - mmaction - INFO - Epoch [168][1340/3757] lr: 1.281e-03, eta: 8:20:51, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5844, top5_acc: 0.7820, loss_cls: 1.8388, loss: 1.8388, grad_norm: 7.1549 2020-07-28 12:21:21,301 - mmaction - INFO - Epoch [168][1360/3757] lr: 1.281e-03, eta: 8:20:38, time: 0.567, data_time: 0.005, memory: 5232, top1_acc: 0.5430, top5_acc: 0.7602, loss_cls: 1.9916, loss: 1.9916, grad_norm: 7.6179 2020-07-28 12:21:32,774 - mmaction - INFO - Epoch [168][1380/3757] lr: 1.281e-03, eta: 8:20:26, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5461, top5_acc: 0.7672, loss_cls: 1.9732, loss: 1.9732, grad_norm: 7.6956 2020-07-28 12:21:44,231 - mmaction - INFO - Epoch [168][1400/3757] lr: 1.281e-03, eta: 8:20:13, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5461, top5_acc: 0.7539, loss_cls: 1.9891, loss: 1.9891, grad_norm: 7.6716 2020-07-28 12:21:55,634 - mmaction - INFO - Epoch [168][1420/3757] lr: 1.281e-03, eta: 8:20:00, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.5352, top5_acc: 0.7688, loss_cls: 1.9457, loss: 1.9457, grad_norm: 7.6459 2020-07-28 12:22:07,095 - mmaction - INFO - Epoch [168][1440/3757] lr: 1.281e-03, eta: 8:19:47, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5422, top5_acc: 0.7641, loss_cls: 1.9785, loss: 1.9785, grad_norm: 7.4312 2020-07-28 12:22:18,453 - mmaction - INFO - Epoch [168][1460/3757] lr: 1.281e-03, eta: 8:19:35, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5133, top5_acc: 0.7539, loss_cls: 2.0678, loss: 2.0678, grad_norm: 7.9164 2020-07-28 12:22:29,882 - mmaction - INFO - Epoch [168][1480/3757] lr: 1.281e-03, eta: 8:19:22, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5492, top5_acc: 0.7602, loss_cls: 2.0125, loss: 2.0125, grad_norm: 7.3046 2020-07-28 12:22:41,262 - mmaction - INFO - Epoch [168][1500/3757] lr: 1.281e-03, eta: 8:19:09, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.5414, top5_acc: 0.7805, loss_cls: 1.9404, loss: 1.9404, grad_norm: 7.3836 2020-07-28 12:22:52,687 - mmaction - INFO - Epoch [168][1520/3757] lr: 1.281e-03, eta: 8:18:56, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5328, top5_acc: 0.7766, loss_cls: 1.9717, loss: 1.9717, grad_norm: 7.5764 2020-07-28 12:23:04,192 - mmaction - INFO - Epoch [168][1540/3757] lr: 1.281e-03, eta: 8:18:44, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5453, top5_acc: 0.7570, loss_cls: 2.0028, loss: 2.0028, grad_norm: 7.5587 2020-07-28 12:23:15,664 - mmaction - INFO - Epoch [168][1560/3757] lr: 1.281e-03, eta: 8:18:31, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5195, top5_acc: 0.7398, loss_cls: 2.0712, loss: 2.0712, grad_norm: 7.7135 2020-07-28 12:23:27,137 - mmaction - INFO - Epoch [168][1580/3757] lr: 1.281e-03, eta: 8:18:18, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5172, top5_acc: 0.7328, loss_cls: 2.1387, loss: 2.1387, grad_norm: 7.9701 2020-07-28 12:23:38,622 - mmaction - INFO - Epoch [168][1600/3757] lr: 1.281e-03, eta: 8:18:05, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.5430, top5_acc: 0.7398, loss_cls: 2.0147, loss: 2.0147, grad_norm: 7.5767 2020-07-28 12:23:50,030 - mmaction - INFO - Epoch [168][1620/3757] lr: 1.281e-03, eta: 8:17:53, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5477, top5_acc: 0.7539, loss_cls: 2.0193, loss: 2.0193, grad_norm: 7.6330 2020-07-28 12:24:01,464 - mmaction - INFO - Epoch [168][1640/3757] lr: 1.281e-03, eta: 8:17:40, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5461, top5_acc: 0.7602, loss_cls: 1.9567, loss: 1.9567, grad_norm: 7.5466 2020-07-28 12:24:12,962 - mmaction - INFO - Epoch [168][1660/3757] lr: 1.281e-03, eta: 8:17:27, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5422, top5_acc: 0.7469, loss_cls: 2.0203, loss: 2.0203, grad_norm: 7.5731 2020-07-28 12:24:24,323 - mmaction - INFO - Epoch [168][1680/3757] lr: 1.281e-03, eta: 8:17:14, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5383, top5_acc: 0.7594, loss_cls: 2.0114, loss: 2.0114, grad_norm: 7.7521 2020-07-28 12:24:35,898 - mmaction - INFO - Epoch [168][1700/3757] lr: 1.281e-03, eta: 8:17:01, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.5359, top5_acc: 0.7516, loss_cls: 1.9805, loss: 1.9805, grad_norm: 7.5861 2020-07-28 12:24:47,355 - mmaction - INFO - Epoch [168][1720/3757] lr: 1.281e-03, eta: 8:16:49, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5375, top5_acc: 0.7453, loss_cls: 2.0456, loss: 2.0456, grad_norm: 7.7218 2020-07-28 12:24:58,793 - mmaction - INFO - Epoch [168][1740/3757] lr: 1.281e-03, eta: 8:16:36, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.5406, top5_acc: 0.7633, loss_cls: 1.9552, loss: 1.9552, grad_norm: 7.7173 2020-07-28 12:25:10,313 - mmaction - INFO - Epoch [168][1760/3757] lr: 1.281e-03, eta: 8:16:23, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5359, top5_acc: 0.7617, loss_cls: 1.9902, loss: 1.9902, grad_norm: 7.8801 2020-07-28 12:25:21,761 - mmaction - INFO - Epoch [168][1780/3757] lr: 1.281e-03, eta: 8:16:10, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5375, top5_acc: 0.7531, loss_cls: 2.0624, loss: 2.0624, grad_norm: 7.6375 2020-07-28 12:25:33,255 - mmaction - INFO - Epoch [168][1800/3757] lr: 1.281e-03, eta: 8:15:58, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5539, top5_acc: 0.7703, loss_cls: 1.9444, loss: 1.9444, grad_norm: 7.8926 2020-07-28 12:25:44,706 - mmaction - INFO - Epoch [168][1820/3757] lr: 1.281e-03, eta: 8:15:45, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5484, top5_acc: 0.7539, loss_cls: 2.0285, loss: 2.0285, grad_norm: 7.4918 2020-07-28 12:25:56,201 - mmaction - INFO - Epoch [168][1840/3757] lr: 1.281e-03, eta: 8:15:32, time: 0.574, data_time: 0.011, memory: 5232, top1_acc: 0.5289, top5_acc: 0.7477, loss_cls: 2.0392, loss: 2.0392, grad_norm: 7.6281 2020-07-28 12:26:07,734 - mmaction - INFO - Epoch [168][1860/3757] lr: 1.281e-03, eta: 8:15:19, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.5523, top5_acc: 0.7703, loss_cls: 1.9150, loss: 1.9150, grad_norm: 7.4147 2020-07-28 12:26:19,179 - mmaction - INFO - Epoch [168][1880/3757] lr: 1.281e-03, eta: 8:15:07, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5266, top5_acc: 0.7500, loss_cls: 2.0271, loss: 2.0271, grad_norm: 7.8125 2020-07-28 12:26:30,578 - mmaction - INFO - Epoch [168][1900/3757] lr: 1.281e-03, eta: 8:14:54, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5711, top5_acc: 0.7688, loss_cls: 1.9116, loss: 1.9116, grad_norm: 7.2112 2020-07-28 12:26:42,025 - mmaction - INFO - Epoch [168][1920/3757] lr: 1.281e-03, eta: 8:14:41, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5539, top5_acc: 0.7750, loss_cls: 1.9257, loss: 1.9257, grad_norm: 7.4639 2020-07-28 12:26:53,403 - mmaction - INFO - Epoch [168][1940/3757] lr: 1.281e-03, eta: 8:14:28, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5602, top5_acc: 0.7719, loss_cls: 1.9475, loss: 1.9475, grad_norm: 7.7434 2020-07-28 12:27:04,893 - mmaction - INFO - Epoch [168][1960/3757] lr: 1.281e-03, eta: 8:14:16, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5125, top5_acc: 0.7352, loss_cls: 2.1744, loss: 2.1744, grad_norm: 7.8818 2020-07-28 12:27:16,268 - mmaction - INFO - Epoch [168][1980/3757] lr: 1.281e-03, eta: 8:14:03, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5414, top5_acc: 0.7562, loss_cls: 1.9819, loss: 1.9819, grad_norm: 7.7526 2020-07-28 12:27:27,695 - mmaction - INFO - Epoch [168][2000/3757] lr: 1.281e-03, eta: 8:13:50, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5617, top5_acc: 0.7742, loss_cls: 1.9188, loss: 1.9188, grad_norm: 7.5046 2020-07-28 12:27:39,122 - mmaction - INFO - Epoch [168][2020/3757] lr: 1.281e-03, eta: 8:13:37, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5578, top5_acc: 0.7742, loss_cls: 1.9192, loss: 1.9192, grad_norm: 7.6971 2020-07-28 12:27:50,597 - mmaction - INFO - Epoch [168][2040/3757] lr: 1.281e-03, eta: 8:13:24, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5344, top5_acc: 0.7641, loss_cls: 2.0115, loss: 2.0115, grad_norm: 7.5870 2020-07-28 12:28:02,071 - mmaction - INFO - Epoch [168][2060/3757] lr: 1.281e-03, eta: 8:13:12, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5305, top5_acc: 0.7570, loss_cls: 1.9994, loss: 1.9994, grad_norm: 7.6773 2020-07-28 12:28:13,533 - mmaction - INFO - Epoch [168][2080/3757] lr: 1.281e-03, eta: 8:12:59, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5469, top5_acc: 0.7680, loss_cls: 1.9953, loss: 1.9953, grad_norm: 7.8270 2020-07-28 12:28:24,993 - mmaction - INFO - Epoch [168][2100/3757] lr: 1.281e-03, eta: 8:12:46, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5352, top5_acc: 0.7680, loss_cls: 1.9588, loss: 1.9588, grad_norm: 7.6501 2020-07-28 12:28:36,635 - mmaction - INFO - Epoch [168][2120/3757] lr: 1.281e-03, eta: 8:12:33, time: 0.582, data_time: 0.017, memory: 5232, top1_acc: 0.5703, top5_acc: 0.7773, loss_cls: 1.8841, loss: 1.8841, grad_norm: 7.5058 2020-07-28 12:28:48,015 - mmaction - INFO - Epoch [168][2140/3757] lr: 1.281e-03, eta: 8:12:21, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5352, top5_acc: 0.7562, loss_cls: 2.0066, loss: 2.0066, grad_norm: 7.6704 2020-07-28 12:28:59,531 - mmaction - INFO - Epoch [168][2160/3757] lr: 1.281e-03, eta: 8:12:08, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5344, top5_acc: 0.7664, loss_cls: 2.0591, loss: 2.0591, grad_norm: 7.6796 2020-07-28 12:29:11,072 - mmaction - INFO - Epoch [168][2180/3757] lr: 1.281e-03, eta: 8:11:55, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.5414, top5_acc: 0.7656, loss_cls: 2.0214, loss: 2.0214, grad_norm: 7.8813 2020-07-28 12:29:22,494 - mmaction - INFO - Epoch [168][2200/3757] lr: 1.281e-03, eta: 8:11:42, time: 0.571, data_time: 0.001, memory: 5232, top1_acc: 0.5297, top5_acc: 0.7547, loss_cls: 2.0116, loss: 2.0116, grad_norm: 7.8878 2020-07-28 12:29:34,015 - mmaction - INFO - Epoch [168][2220/3757] lr: 1.281e-03, eta: 8:11:30, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5156, top5_acc: 0.7484, loss_cls: 2.0653, loss: 2.0653, grad_norm: 7.8168 2020-07-28 12:29:45,828 - mmaction - INFO - Epoch [168][2240/3757] lr: 1.281e-03, eta: 8:11:17, time: 0.590, data_time: 0.025, memory: 5232, top1_acc: 0.5383, top5_acc: 0.7648, loss_cls: 1.9951, loss: 1.9951, grad_norm: 7.4605 2020-07-28 12:29:57,500 - mmaction - INFO - Epoch [168][2260/3757] lr: 1.281e-03, eta: 8:11:04, time: 0.584, data_time: 0.017, memory: 5232, top1_acc: 0.5539, top5_acc: 0.7672, loss_cls: 1.9021, loss: 1.9021, grad_norm: 7.3215 2020-07-28 12:30:09,396 - mmaction - INFO - Epoch [168][2280/3757] lr: 1.281e-03, eta: 8:10:51, time: 0.594, data_time: 0.025, memory: 5232, top1_acc: 0.5328, top5_acc: 0.7484, loss_cls: 2.0242, loss: 2.0242, grad_norm: 7.6446 2020-07-28 12:30:21,152 - mmaction - INFO - Epoch [168][2300/3757] lr: 1.281e-03, eta: 8:10:39, time: 0.588, data_time: 0.015, memory: 5232, top1_acc: 0.5422, top5_acc: 0.7656, loss_cls: 1.9915, loss: 1.9915, grad_norm: 7.8945 2020-07-28 12:30:32,926 - mmaction - INFO - Epoch [168][2320/3757] lr: 1.281e-03, eta: 8:10:26, time: 0.589, data_time: 0.024, memory: 5232, top1_acc: 0.5234, top5_acc: 0.7469, loss_cls: 2.0565, loss: 2.0565, grad_norm: 7.5420 2020-07-28 12:30:44,269 - mmaction - INFO - Epoch [168][2340/3757] lr: 1.281e-03, eta: 8:10:13, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5375, top5_acc: 0.7539, loss_cls: 2.0026, loss: 2.0026, grad_norm: 7.6561 2020-07-28 12:30:55,735 - mmaction - INFO - Epoch [168][2360/3757] lr: 1.281e-03, eta: 8:10:00, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.5398, top5_acc: 0.7445, loss_cls: 2.0600, loss: 2.0600, grad_norm: 7.5851 2020-07-28 12:31:07,189 - mmaction - INFO - Epoch [168][2380/3757] lr: 1.281e-03, eta: 8:09:48, time: 0.573, data_time: 0.006, memory: 5232, top1_acc: 0.5219, top5_acc: 0.7469, loss_cls: 2.0750, loss: 2.0750, grad_norm: 7.9033 2020-07-28 12:31:23,418 - mmaction - INFO - Epoch [168][2400/3757] lr: 1.281e-03, eta: 8:09:35, time: 0.811, data_time: 0.249, memory: 5232, top1_acc: 0.5492, top5_acc: 0.7703, loss_cls: 1.9445, loss: 1.9445, grad_norm: 7.5911 2020-07-28 12:31:35,223 - mmaction - INFO - Epoch [168][2420/3757] lr: 1.281e-03, eta: 8:09:23, time: 0.591, data_time: 0.015, memory: 5232, top1_acc: 0.5336, top5_acc: 0.7320, loss_cls: 2.0886, loss: 2.0886, grad_norm: 7.8026 2020-07-28 12:31:47,055 - mmaction - INFO - Epoch [168][2440/3757] lr: 1.281e-03, eta: 8:09:10, time: 0.591, data_time: 0.026, memory: 5232, top1_acc: 0.5430, top5_acc: 0.7562, loss_cls: 2.0537, loss: 2.0537, grad_norm: 7.7008 2020-07-28 12:31:58,869 - mmaction - INFO - Epoch [168][2460/3757] lr: 1.281e-03, eta: 8:08:57, time: 0.591, data_time: 0.020, memory: 5232, top1_acc: 0.5500, top5_acc: 0.7578, loss_cls: 1.9328, loss: 1.9328, grad_norm: 7.4964 2020-07-28 12:32:10,655 - mmaction - INFO - Epoch [168][2480/3757] lr: 1.281e-03, eta: 8:08:44, time: 0.589, data_time: 0.024, memory: 5232, top1_acc: 0.5664, top5_acc: 0.7758, loss_cls: 1.8940, loss: 1.8940, grad_norm: 7.3901 2020-07-28 12:32:22,181 - mmaction - INFO - Epoch [168][2500/3757] lr: 1.281e-03, eta: 8:08:32, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.5297, top5_acc: 0.7445, loss_cls: 2.0346, loss: 2.0346, grad_norm: 7.7379 2020-07-28 12:32:33,476 - mmaction - INFO - Epoch [168][2520/3757] lr: 1.281e-03, eta: 8:08:19, time: 0.564, data_time: 0.001, memory: 5232, top1_acc: 0.5344, top5_acc: 0.7664, loss_cls: 1.9634, loss: 1.9634, grad_norm: 7.6129 2020-07-28 12:32:44,807 - mmaction - INFO - Epoch [168][2540/3757] lr: 1.281e-03, eta: 8:08:06, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5305, top5_acc: 0.7570, loss_cls: 2.0281, loss: 2.0281, grad_norm: 7.8387 2020-07-28 12:32:56,310 - mmaction - INFO - Epoch [168][2560/3757] lr: 1.281e-03, eta: 8:07:53, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5563, top5_acc: 0.7586, loss_cls: 1.9772, loss: 1.9772, grad_norm: 7.6403 2020-07-28 12:33:07,729 - mmaction - INFO - Epoch [168][2580/3757] lr: 1.281e-03, eta: 8:07:41, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5414, top5_acc: 0.7391, loss_cls: 2.0372, loss: 2.0372, grad_norm: 7.5900 2020-07-28 12:33:19,089 - mmaction - INFO - Epoch [168][2600/3757] lr: 1.281e-03, eta: 8:07:28, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5602, top5_acc: 0.7773, loss_cls: 1.9344, loss: 1.9344, grad_norm: 7.6005 2020-07-28 12:33:30,496 - mmaction - INFO - Epoch [168][2620/3757] lr: 1.281e-03, eta: 8:07:15, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5172, top5_acc: 0.7445, loss_cls: 2.0737, loss: 2.0737, grad_norm: 7.8656 2020-07-28 12:33:41,971 - mmaction - INFO - Epoch [168][2640/3757] lr: 1.281e-03, eta: 8:07:02, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.5602, top5_acc: 0.7508, loss_cls: 1.9900, loss: 1.9900, grad_norm: 7.5334 2020-07-28 12:33:53,393 - mmaction - INFO - Epoch [168][2660/3757] lr: 1.281e-03, eta: 8:06:50, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5523, top5_acc: 0.7609, loss_cls: 1.9490, loss: 1.9490, grad_norm: 7.6339 2020-07-28 12:34:04,813 - mmaction - INFO - Epoch [168][2680/3757] lr: 1.281e-03, eta: 8:06:37, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5547, top5_acc: 0.7680, loss_cls: 2.0025, loss: 2.0025, grad_norm: 7.7083 2020-07-28 12:34:16,277 - mmaction - INFO - Epoch [168][2700/3757] lr: 1.281e-03, eta: 8:06:24, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5516, top5_acc: 0.7516, loss_cls: 2.0057, loss: 2.0057, grad_norm: 7.4603 2020-07-28 12:34:27,758 - mmaction - INFO - Epoch [168][2720/3757] lr: 1.281e-03, eta: 8:06:11, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5328, top5_acc: 0.7555, loss_cls: 2.0454, loss: 2.0454, grad_norm: 7.8928 2020-07-28 12:34:39,154 - mmaction - INFO - Epoch [168][2740/3757] lr: 1.281e-03, eta: 8:05:58, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5164, top5_acc: 0.7539, loss_cls: 2.0555, loss: 2.0555, grad_norm: 8.0889 2020-07-28 12:34:50,619 - mmaction - INFO - Epoch [168][2760/3757] lr: 1.281e-03, eta: 8:05:46, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5422, top5_acc: 0.7523, loss_cls: 2.0230, loss: 2.0230, grad_norm: 7.5257 2020-07-28 12:35:02,158 - mmaction - INFO - Epoch [168][2780/3757] lr: 1.281e-03, eta: 8:05:33, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.5523, top5_acc: 0.7586, loss_cls: 1.9807, loss: 1.9807, grad_norm: 7.5738 2020-07-28 12:35:13,446 - mmaction - INFO - Epoch [168][2800/3757] lr: 1.281e-03, eta: 8:05:20, time: 0.564, data_time: 0.001, memory: 5232, top1_acc: 0.5500, top5_acc: 0.7492, loss_cls: 2.0114, loss: 2.0114, grad_norm: 7.5778 2020-07-28 12:35:24,818 - mmaction - INFO - Epoch [168][2820/3757] lr: 1.281e-03, eta: 8:05:07, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5492, top5_acc: 0.7680, loss_cls: 2.0188, loss: 2.0188, grad_norm: 7.5969 2020-07-28 12:35:36,350 - mmaction - INFO - Epoch [168][2840/3757] lr: 1.281e-03, eta: 8:04:55, time: 0.576, data_time: 0.011, memory: 5232, top1_acc: 0.5234, top5_acc: 0.7477, loss_cls: 2.0669, loss: 2.0669, grad_norm: 7.8349 2020-07-28 12:35:47,749 - mmaction - INFO - Epoch [168][2860/3757] lr: 1.281e-03, eta: 8:04:42, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5188, top5_acc: 0.7602, loss_cls: 2.0421, loss: 2.0421, grad_norm: 7.6762 2020-07-28 12:35:59,148 - mmaction - INFO - Epoch [168][2880/3757] lr: 1.281e-03, eta: 8:04:29, time: 0.569, data_time: 0.007, memory: 5232, top1_acc: 0.5352, top5_acc: 0.7609, loss_cls: 2.0241, loss: 2.0241, grad_norm: 7.6845 2020-07-28 12:36:10,561 - mmaction - INFO - Epoch [168][2900/3757] lr: 1.281e-03, eta: 8:04:16, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.5125, top5_acc: 0.7438, loss_cls: 2.1030, loss: 2.1030, grad_norm: 7.8209 2020-07-28 12:36:21,951 - mmaction - INFO - Epoch [168][2920/3757] lr: 1.281e-03, eta: 8:04:04, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5500, top5_acc: 0.7586, loss_cls: 1.9766, loss: 1.9766, grad_norm: 7.4386 2020-07-28 12:36:33,340 - mmaction - INFO - Epoch [168][2940/3757] lr: 1.281e-03, eta: 8:03:51, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.5484, top5_acc: 0.7555, loss_cls: 1.9867, loss: 1.9867, grad_norm: 7.5767 2020-07-28 12:36:44,799 - mmaction - INFO - Epoch [168][2960/3757] lr: 1.281e-03, eta: 8:03:38, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5266, top5_acc: 0.7625, loss_cls: 1.9384, loss: 1.9384, grad_norm: 7.5499 2020-07-28 12:36:56,159 - mmaction - INFO - Epoch [168][2980/3757] lr: 1.281e-03, eta: 8:03:25, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5180, top5_acc: 0.7438, loss_cls: 2.0968, loss: 2.0968, grad_norm: 7.8882 2020-07-28 12:37:07,591 - mmaction - INFO - Epoch [168][3000/3757] lr: 1.281e-03, eta: 8:03:13, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.5281, top5_acc: 0.7492, loss_cls: 2.0200, loss: 2.0200, grad_norm: 7.6671 2020-07-28 12:37:19,186 - mmaction - INFO - Epoch [168][3020/3757] lr: 1.281e-03, eta: 8:03:00, time: 0.580, data_time: 0.017, memory: 5232, top1_acc: 0.5195, top5_acc: 0.7461, loss_cls: 2.0653, loss: 2.0653, grad_norm: 8.0286 2020-07-28 12:37:30,570 - mmaction - INFO - Epoch [168][3040/3757] lr: 1.281e-03, eta: 8:02:47, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5594, top5_acc: 0.7656, loss_cls: 1.9583, loss: 1.9583, grad_norm: 7.4524 2020-07-28 12:37:42,050 - mmaction - INFO - Epoch [168][3060/3757] lr: 1.281e-03, eta: 8:02:34, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5383, top5_acc: 0.7695, loss_cls: 1.9896, loss: 1.9896, grad_norm: 7.9340 2020-07-28 12:37:53,492 - mmaction - INFO - Epoch [168][3080/3757] lr: 1.281e-03, eta: 8:02:22, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5352, top5_acc: 0.7594, loss_cls: 2.0224, loss: 2.0224, grad_norm: 7.6023 2020-07-28 12:38:04,942 - mmaction - INFO - Epoch [168][3100/3757] lr: 1.281e-03, eta: 8:02:09, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5437, top5_acc: 0.7750, loss_cls: 1.9227, loss: 1.9227, grad_norm: 7.4481 2020-07-28 12:38:16,357 - mmaction - INFO - Epoch [168][3120/3757] lr: 1.281e-03, eta: 8:01:56, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5281, top5_acc: 0.7547, loss_cls: 2.0172, loss: 2.0172, grad_norm: 7.5010 2020-07-28 12:38:27,718 - mmaction - INFO - Epoch [168][3140/3757] lr: 1.281e-03, eta: 8:01:43, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5500, top5_acc: 0.7492, loss_cls: 2.0118, loss: 2.0118, grad_norm: 7.5629 2020-07-28 12:38:39,326 - mmaction - INFO - Epoch [168][3160/3757] lr: 1.281e-03, eta: 8:01:30, time: 0.581, data_time: 0.017, memory: 5232, top1_acc: 0.5586, top5_acc: 0.7734, loss_cls: 1.9145, loss: 1.9145, grad_norm: 7.4961 2020-07-28 12:38:50,727 - mmaction - INFO - Epoch [168][3180/3757] lr: 1.281e-03, eta: 8:01:18, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5445, top5_acc: 0.7734, loss_cls: 1.9689, loss: 1.9689, grad_norm: 7.6341 2020-07-28 12:39:02,171 - mmaction - INFO - Epoch [168][3200/3757] lr: 1.281e-03, eta: 8:01:05, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5602, top5_acc: 0.7617, loss_cls: 1.9476, loss: 1.9476, grad_norm: 7.3455 2020-07-28 12:39:13,566 - mmaction - INFO - Epoch [168][3220/3757] lr: 1.281e-03, eta: 8:00:52, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5633, top5_acc: 0.7945, loss_cls: 1.8552, loss: 1.8552, grad_norm: 7.3765 2020-07-28 12:39:24,962 - mmaction - INFO - Epoch [168][3240/3757] lr: 1.281e-03, eta: 8:00:39, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.5484, top5_acc: 0.7617, loss_cls: 1.9811, loss: 1.9811, grad_norm: 7.8851 2020-07-28 12:39:36,332 - mmaction - INFO - Epoch [168][3260/3757] lr: 1.281e-03, eta: 8:00:27, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5453, top5_acc: 0.7656, loss_cls: 1.9785, loss: 1.9785, grad_norm: 7.7265 2020-07-28 12:39:47,748 - mmaction - INFO - Epoch [168][3280/3757] lr: 1.281e-03, eta: 8:00:14, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5547, top5_acc: 0.7516, loss_cls: 1.9654, loss: 1.9654, grad_norm: 7.5273 2020-07-28 12:39:59,232 - mmaction - INFO - Epoch [168][3300/3757] lr: 1.281e-03, eta: 8:00:01, time: 0.574, data_time: 0.013, memory: 5232, top1_acc: 0.5250, top5_acc: 0.7359, loss_cls: 2.1287, loss: 2.1287, grad_norm: 8.1871 2020-07-28 12:40:10,725 - mmaction - INFO - Epoch [168][3320/3757] lr: 1.281e-03, eta: 7:59:48, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5328, top5_acc: 0.7445, loss_cls: 2.1096, loss: 2.1096, grad_norm: 7.8708 2020-07-28 12:40:22,165 - mmaction - INFO - Epoch [168][3340/3757] lr: 1.281e-03, eta: 7:59:36, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5359, top5_acc: 0.7562, loss_cls: 2.0115, loss: 2.0115, grad_norm: 7.7287 2020-07-28 12:40:33,706 - mmaction - INFO - Epoch [168][3360/3757] lr: 1.281e-03, eta: 7:59:23, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.5570, top5_acc: 0.7672, loss_cls: 1.9403, loss: 1.9403, grad_norm: 7.5401 2020-07-28 12:40:45,104 - mmaction - INFO - Epoch [168][3380/3757] lr: 1.281e-03, eta: 7:59:10, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5344, top5_acc: 0.7555, loss_cls: 1.9942, loss: 1.9942, grad_norm: 7.5689 2020-07-28 12:40:56,473 - mmaction - INFO - Epoch [168][3400/3757] lr: 1.281e-03, eta: 7:58:57, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5516, top5_acc: 0.7594, loss_cls: 1.9866, loss: 1.9866, grad_norm: 7.8329 2020-07-28 12:41:07,890 - mmaction - INFO - Epoch [168][3420/3757] lr: 1.281e-03, eta: 7:58:45, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5508, top5_acc: 0.7516, loss_cls: 1.9648, loss: 1.9648, grad_norm: 7.6842 2020-07-28 12:41:19,258 - mmaction - INFO - Epoch [168][3440/3757] lr: 1.281e-03, eta: 7:58:32, time: 0.568, data_time: 0.006, memory: 5232, top1_acc: 0.5469, top5_acc: 0.7594, loss_cls: 1.9863, loss: 1.9863, grad_norm: 7.7079 2020-07-28 12:41:30,654 - mmaction - INFO - Epoch [168][3460/3757] lr: 1.281e-03, eta: 7:58:19, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5570, top5_acc: 0.7625, loss_cls: 1.9498, loss: 1.9498, grad_norm: 7.5921 2020-07-28 12:41:42,040 - mmaction - INFO - Epoch [168][3480/3757] lr: 1.281e-03, eta: 7:58:06, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5523, top5_acc: 0.7789, loss_cls: 1.9262, loss: 1.9262, grad_norm: 7.6394 2020-07-28 12:41:53,572 - mmaction - INFO - Epoch [168][3500/3757] lr: 1.281e-03, eta: 7:57:54, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5273, top5_acc: 0.7602, loss_cls: 1.9999, loss: 1.9999, grad_norm: 7.5384 2020-07-28 12:42:05,028 - mmaction - INFO - Epoch [168][3520/3757] lr: 1.281e-03, eta: 7:57:41, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5406, top5_acc: 0.7547, loss_cls: 2.0941, loss: 2.0941, grad_norm: 7.7923 2020-07-28 12:42:16,460 - mmaction - INFO - Epoch [168][3540/3757] lr: 1.281e-03, eta: 7:57:28, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5414, top5_acc: 0.7555, loss_cls: 2.0059, loss: 2.0059, grad_norm: 7.8240 2020-07-28 12:42:27,920 - mmaction - INFO - Epoch [168][3560/3757] lr: 1.281e-03, eta: 7:57:15, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5648, top5_acc: 0.7609, loss_cls: 1.9308, loss: 1.9308, grad_norm: 7.4497 2020-07-28 12:42:39,420 - mmaction - INFO - Epoch [168][3580/3757] lr: 1.281e-03, eta: 7:57:03, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.5461, top5_acc: 0.7602, loss_cls: 1.9862, loss: 1.9862, grad_norm: 7.4797 2020-07-28 12:42:50,756 - mmaction - INFO - Epoch [168][3600/3757] lr: 1.281e-03, eta: 7:56:50, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5367, top5_acc: 0.7531, loss_cls: 2.0380, loss: 2.0380, grad_norm: 7.9024 2020-07-28 12:43:02,220 - mmaction - INFO - Epoch [168][3620/3757] lr: 1.281e-03, eta: 7:56:37, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5586, top5_acc: 0.7523, loss_cls: 1.9563, loss: 1.9563, grad_norm: 7.6096 2020-07-28 12:43:13,558 - mmaction - INFO - Epoch [168][3640/3757] lr: 1.281e-03, eta: 7:56:24, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5328, top5_acc: 0.7695, loss_cls: 1.9416, loss: 1.9416, grad_norm: 7.6592 2020-07-28 12:43:24,955 - mmaction - INFO - Epoch [168][3660/3757] lr: 1.281e-03, eta: 7:56:12, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5227, top5_acc: 0.7477, loss_cls: 2.0564, loss: 2.0564, grad_norm: 7.8428 2020-07-28 12:43:36,407 - mmaction - INFO - Epoch [168][3680/3757] lr: 1.281e-03, eta: 7:55:59, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.5414, top5_acc: 0.7648, loss_cls: 2.0025, loss: 2.0025, grad_norm: 7.4300 2020-07-28 12:43:47,785 - mmaction - INFO - Epoch [168][3700/3757] lr: 1.281e-03, eta: 7:55:46, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5531, top5_acc: 0.7734, loss_cls: 1.9516, loss: 1.9516, grad_norm: 7.6897 2020-07-28 12:43:59,125 - mmaction - INFO - Epoch [168][3720/3757] lr: 1.281e-03, eta: 7:55:33, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5234, top5_acc: 0.7430, loss_cls: 2.0772, loss: 2.0772, grad_norm: 7.7662 2020-07-28 12:44:10,481 - mmaction - INFO - Epoch [168][3740/3757] lr: 1.281e-03, eta: 7:55:20, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5516, top5_acc: 0.7703, loss_cls: 1.9519, loss: 1.9519, grad_norm: 7.5116 2020-07-28 12:48:03,520 - mmaction - INFO - Epoch [169][20/3757] lr: 1.093e-03, eta: 7:55:14, time: 10.587, data_time: 10.012, memory: 5232, top1_acc: 0.5312, top5_acc: 0.7750, loss_cls: 1.9466, loss: 1.9466, grad_norm: 7.6097 2020-07-28 12:48:14,936 - mmaction - INFO - Epoch [169][40/3757] lr: 1.093e-03, eta: 7:55:01, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.5320, top5_acc: 0.7328, loss_cls: 2.0741, loss: 2.0741, grad_norm: 7.7121 2020-07-28 12:48:26,314 - mmaction - INFO - Epoch [169][60/3757] lr: 1.093e-03, eta: 7:54:49, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5531, top5_acc: 0.7562, loss_cls: 1.9731, loss: 1.9731, grad_norm: 7.5562 2020-07-28 12:48:37,767 - mmaction - INFO - Epoch [169][80/3757] lr: 1.093e-03, eta: 7:54:36, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5594, top5_acc: 0.7734, loss_cls: 1.8953, loss: 1.8953, grad_norm: 7.5415 2020-07-28 12:48:49,180 - mmaction - INFO - Epoch [169][100/3757] lr: 1.093e-03, eta: 7:54:23, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5492, top5_acc: 0.7578, loss_cls: 1.9511, loss: 1.9511, grad_norm: 7.6436 2020-07-28 12:49:00,559 - mmaction - INFO - Epoch [169][120/3757] lr: 1.093e-03, eta: 7:54:10, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5437, top5_acc: 0.7656, loss_cls: 1.9768, loss: 1.9768, grad_norm: 7.7379 2020-07-28 12:49:11,913 - mmaction - INFO - Epoch [169][140/3757] lr: 1.093e-03, eta: 7:53:57, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5430, top5_acc: 0.7531, loss_cls: 2.0592, loss: 2.0592, grad_norm: 7.9006 2020-07-28 12:49:23,314 - mmaction - INFO - Epoch [169][160/3757] lr: 1.093e-03, eta: 7:53:45, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.5328, top5_acc: 0.7789, loss_cls: 1.9564, loss: 1.9564, grad_norm: 7.7610 2020-07-28 12:49:34,734 - mmaction - INFO - Epoch [169][180/3757] lr: 1.093e-03, eta: 7:53:32, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5367, top5_acc: 0.7539, loss_cls: 2.0127, loss: 2.0127, grad_norm: 7.8197 2020-07-28 12:49:46,125 - mmaction - INFO - Epoch [169][200/3757] lr: 1.093e-03, eta: 7:53:19, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5383, top5_acc: 0.7766, loss_cls: 1.9703, loss: 1.9703, grad_norm: 7.9754 2020-07-28 12:49:57,456 - mmaction - INFO - Epoch [169][220/3757] lr: 1.093e-03, eta: 7:53:06, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5320, top5_acc: 0.7523, loss_cls: 1.9912, loss: 1.9912, grad_norm: 7.9344 2020-07-28 12:50:08,863 - mmaction - INFO - Epoch [169][240/3757] lr: 1.093e-03, eta: 7:52:54, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5336, top5_acc: 0.7477, loss_cls: 2.0536, loss: 2.0536, grad_norm: 7.9525 2020-07-28 12:50:20,231 - mmaction - INFO - Epoch [169][260/3757] lr: 1.093e-03, eta: 7:52:41, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5594, top5_acc: 0.7750, loss_cls: 1.9371, loss: 1.9371, grad_norm: 7.8294 2020-07-28 12:50:31,638 - mmaction - INFO - Epoch [169][280/3757] lr: 1.093e-03, eta: 7:52:28, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.5680, top5_acc: 0.7680, loss_cls: 1.9171, loss: 1.9171, grad_norm: 7.3716 2020-07-28 12:50:42,989 - mmaction - INFO - Epoch [169][300/3757] lr: 1.093e-03, eta: 7:52:15, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5938, top5_acc: 0.7750, loss_cls: 1.8376, loss: 1.8376, grad_norm: 7.5299 2020-07-28 12:50:54,338 - mmaction - INFO - Epoch [169][320/3757] lr: 1.093e-03, eta: 7:52:03, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5344, top5_acc: 0.7500, loss_cls: 2.0080, loss: 2.0080, grad_norm: 7.6055 2020-07-28 12:51:05,812 - mmaction - INFO - Epoch [169][340/3757] lr: 1.093e-03, eta: 7:51:50, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.5547, top5_acc: 0.7773, loss_cls: 1.8735, loss: 1.8735, grad_norm: 7.5136 2020-07-28 12:51:17,197 - mmaction - INFO - Epoch [169][360/3757] lr: 1.093e-03, eta: 7:51:37, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5656, top5_acc: 0.7664, loss_cls: 1.9476, loss: 1.9476, grad_norm: 7.7839 2020-07-28 12:51:28,614 - mmaction - INFO - Epoch [169][380/3757] lr: 1.093e-03, eta: 7:51:24, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5375, top5_acc: 0.7688, loss_cls: 1.9644, loss: 1.9644, grad_norm: 7.7601 2020-07-28 12:51:39,964 - mmaction - INFO - Epoch [169][400/3757] lr: 1.093e-03, eta: 7:51:11, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5430, top5_acc: 0.7711, loss_cls: 1.9632, loss: 1.9632, grad_norm: 7.6814 2020-07-28 12:51:51,357 - mmaction - INFO - Epoch [169][420/3757] lr: 1.093e-03, eta: 7:50:59, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.5086, top5_acc: 0.7422, loss_cls: 2.1359, loss: 2.1359, grad_norm: 8.1927 2020-07-28 12:52:02,863 - mmaction - INFO - Epoch [169][440/3757] lr: 1.093e-03, eta: 7:50:46, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5539, top5_acc: 0.7719, loss_cls: 1.9423, loss: 1.9423, grad_norm: 7.5918 2020-07-28 12:52:14,305 - mmaction - INFO - Epoch [169][460/3757] lr: 1.093e-03, eta: 7:50:33, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5453, top5_acc: 0.7539, loss_cls: 2.0042, loss: 2.0042, grad_norm: 7.8079 2020-07-28 12:52:25,713 - mmaction - INFO - Epoch [169][480/3757] lr: 1.093e-03, eta: 7:50:20, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5555, top5_acc: 0.7570, loss_cls: 1.9660, loss: 1.9660, grad_norm: 7.5127 2020-07-28 12:52:37,211 - mmaction - INFO - Epoch [169][500/3757] lr: 1.093e-03, eta: 7:50:08, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5336, top5_acc: 0.7609, loss_cls: 1.9572, loss: 1.9572, grad_norm: 7.9069 2020-07-28 12:52:48,680 - mmaction - INFO - Epoch [169][520/3757] lr: 1.093e-03, eta: 7:49:55, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5008, top5_acc: 0.7422, loss_cls: 2.1298, loss: 2.1298, grad_norm: 8.0317 2020-07-28 12:53:00,025 - mmaction - INFO - Epoch [169][540/3757] lr: 1.093e-03, eta: 7:49:42, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5711, top5_acc: 0.7711, loss_cls: 1.9520, loss: 1.9520, grad_norm: 7.7648 2020-07-28 12:53:11,596 - mmaction - INFO - Epoch [169][560/3757] lr: 1.093e-03, eta: 7:49:29, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.5422, top5_acc: 0.7648, loss_cls: 1.9599, loss: 1.9599, grad_norm: 7.6679 2020-07-28 12:53:23,042 - mmaction - INFO - Epoch [169][580/3757] lr: 1.093e-03, eta: 7:49:17, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.5719, top5_acc: 0.7875, loss_cls: 1.8367, loss: 1.8367, grad_norm: 7.4406 2020-07-28 12:53:34,514 - mmaction - INFO - Epoch [169][600/3757] lr: 1.093e-03, eta: 7:49:04, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5375, top5_acc: 0.7516, loss_cls: 2.0504, loss: 2.0504, grad_norm: 7.7564 2020-07-28 12:53:45,904 - mmaction - INFO - Epoch [169][620/3757] lr: 1.093e-03, eta: 7:48:51, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.5641, top5_acc: 0.7617, loss_cls: 1.9394, loss: 1.9394, grad_norm: 7.4527 2020-07-28 12:53:57,321 - mmaction - INFO - Epoch [169][640/3757] lr: 1.093e-03, eta: 7:48:38, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5664, top5_acc: 0.7781, loss_cls: 1.9067, loss: 1.9067, grad_norm: 7.5528 2020-07-28 12:54:08,700 - mmaction - INFO - Epoch [169][660/3757] lr: 1.093e-03, eta: 7:48:26, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5508, top5_acc: 0.7641, loss_cls: 1.9519, loss: 1.9519, grad_norm: 7.6846 2020-07-28 12:54:20,128 - mmaction - INFO - Epoch [169][680/3757] lr: 1.093e-03, eta: 7:48:13, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5570, top5_acc: 0.7625, loss_cls: 1.9550, loss: 1.9550, grad_norm: 7.5209 2020-07-28 12:54:31,549 - mmaction - INFO - Epoch [169][700/3757] lr: 1.093e-03, eta: 7:48:00, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5719, top5_acc: 0.7875, loss_cls: 1.8578, loss: 1.8578, grad_norm: 7.4809 2020-07-28 12:54:42,937 - mmaction - INFO - Epoch [169][720/3757] lr: 1.093e-03, eta: 7:47:47, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5695, top5_acc: 0.7664, loss_cls: 1.9077, loss: 1.9077, grad_norm: 7.4663 2020-07-28 12:54:54,456 - mmaction - INFO - Epoch [169][740/3757] lr: 1.093e-03, eta: 7:47:34, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5484, top5_acc: 0.7680, loss_cls: 1.9767, loss: 1.9767, grad_norm: 7.7004 2020-07-28 12:55:05,808 - mmaction - INFO - Epoch [169][760/3757] lr: 1.093e-03, eta: 7:47:22, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5367, top5_acc: 0.7633, loss_cls: 2.0516, loss: 2.0516, grad_norm: 8.0872 2020-07-28 12:55:17,710 - mmaction - INFO - Epoch [169][780/3757] lr: 1.093e-03, eta: 7:47:09, time: 0.595, data_time: 0.027, memory: 5232, top1_acc: 0.5664, top5_acc: 0.7812, loss_cls: 1.8921, loss: 1.8921, grad_norm: 7.6085 2020-07-28 12:55:29,090 - mmaction - INFO - Epoch [169][800/3757] lr: 1.093e-03, eta: 7:46:56, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5687, top5_acc: 0.7594, loss_cls: 1.9452, loss: 1.9452, grad_norm: 7.4950 2020-07-28 12:55:40,970 - mmaction - INFO - Epoch [169][820/3757] lr: 1.093e-03, eta: 7:46:44, time: 0.594, data_time: 0.024, memory: 5232, top1_acc: 0.5484, top5_acc: 0.7797, loss_cls: 1.9018, loss: 1.9018, grad_norm: 7.5501 2020-07-28 12:55:52,751 - mmaction - INFO - Epoch [169][840/3757] lr: 1.093e-03, eta: 7:46:31, time: 0.589, data_time: 0.015, memory: 5232, top1_acc: 0.5602, top5_acc: 0.7711, loss_cls: 1.9242, loss: 1.9242, grad_norm: 7.6640 2020-07-28 12:56:04,597 - mmaction - INFO - Epoch [169][860/3757] lr: 1.093e-03, eta: 7:46:18, time: 0.592, data_time: 0.026, memory: 5232, top1_acc: 0.5398, top5_acc: 0.7602, loss_cls: 1.9557, loss: 1.9557, grad_norm: 7.6623 2020-07-28 12:56:16,251 - mmaction - INFO - Epoch [169][880/3757] lr: 1.093e-03, eta: 7:46:05, time: 0.583, data_time: 0.020, memory: 5232, top1_acc: 0.5430, top5_acc: 0.7656, loss_cls: 1.9458, loss: 1.9458, grad_norm: 7.8931 2020-07-28 12:56:27,555 - mmaction - INFO - Epoch [169][900/3757] lr: 1.093e-03, eta: 7:45:53, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.5375, top5_acc: 0.7602, loss_cls: 1.9838, loss: 1.9838, grad_norm: 7.8953 2020-07-28 12:56:38,873 - mmaction - INFO - Epoch [169][920/3757] lr: 1.093e-03, eta: 7:45:40, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5586, top5_acc: 0.7727, loss_cls: 1.9036, loss: 1.9036, grad_norm: 7.5925 2020-07-28 12:56:50,661 - mmaction - INFO - Epoch [169][940/3757] lr: 1.093e-03, eta: 7:45:27, time: 0.590, data_time: 0.025, memory: 5232, top1_acc: 0.5609, top5_acc: 0.7688, loss_cls: 1.8861, loss: 1.8861, grad_norm: 7.3766 2020-07-28 12:57:01,932 - mmaction - INFO - Epoch [169][960/3757] lr: 1.093e-03, eta: 7:45:14, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.5602, top5_acc: 0.7734, loss_cls: 1.8658, loss: 1.8658, grad_norm: 7.5403 2020-07-28 12:57:13,312 - mmaction - INFO - Epoch [169][980/3757] lr: 1.093e-03, eta: 7:45:02, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5492, top5_acc: 0.7797, loss_cls: 1.8922, loss: 1.8922, grad_norm: 7.7027 2020-07-28 12:57:24,645 - mmaction - INFO - Epoch [169][1000/3757] lr: 1.093e-03, eta: 7:44:49, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5727, top5_acc: 0.7852, loss_cls: 1.8520, loss: 1.8520, grad_norm: 7.7282 2020-07-28 12:57:36,060 - mmaction - INFO - Epoch [169][1020/3757] lr: 1.093e-03, eta: 7:44:36, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5789, top5_acc: 0.7633, loss_cls: 1.8823, loss: 1.8823, grad_norm: 7.7933 2020-07-28 12:57:47,528 - mmaction - INFO - Epoch [169][1040/3757] lr: 1.093e-03, eta: 7:44:23, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5391, top5_acc: 0.7523, loss_cls: 2.0535, loss: 2.0535, grad_norm: 7.7605 2020-07-28 12:57:58,830 - mmaction - INFO - Epoch [169][1060/3757] lr: 1.093e-03, eta: 7:44:10, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.5750, top5_acc: 0.7859, loss_cls: 1.8585, loss: 1.8585, grad_norm: 7.6169 2020-07-28 12:58:10,239 - mmaction - INFO - Epoch [169][1080/3757] lr: 1.093e-03, eta: 7:43:58, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5437, top5_acc: 0.7445, loss_cls: 2.0620, loss: 2.0620, grad_norm: 7.9199 2020-07-28 12:58:21,612 - mmaction - INFO - Epoch [169][1100/3757] lr: 1.093e-03, eta: 7:43:45, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5539, top5_acc: 0.7547, loss_cls: 1.9929, loss: 1.9929, grad_norm: 7.6083 2020-07-28 12:58:32,995 - mmaction - INFO - Epoch [169][1120/3757] lr: 1.093e-03, eta: 7:43:32, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5312, top5_acc: 0.7438, loss_cls: 2.0086, loss: 2.0086, grad_norm: 8.1449 2020-07-28 12:58:44,462 - mmaction - INFO - Epoch [169][1140/3757] lr: 1.093e-03, eta: 7:43:19, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5273, top5_acc: 0.7281, loss_cls: 2.0778, loss: 2.0778, grad_norm: 7.7925 2020-07-28 12:58:55,856 - mmaction - INFO - Epoch [169][1160/3757] lr: 1.093e-03, eta: 7:43:07, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5492, top5_acc: 0.7711, loss_cls: 1.9376, loss: 1.9376, grad_norm: 7.8087 2020-07-28 12:59:07,247 - mmaction - INFO - Epoch [169][1180/3757] lr: 1.093e-03, eta: 7:42:54, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5398, top5_acc: 0.7516, loss_cls: 2.0546, loss: 2.0546, grad_norm: 7.7812 2020-07-28 12:59:18,692 - mmaction - INFO - Epoch [169][1200/3757] lr: 1.093e-03, eta: 7:42:41, time: 0.572, data_time: 0.007, memory: 5232, top1_acc: 0.5359, top5_acc: 0.7508, loss_cls: 2.0326, loss: 2.0326, grad_norm: 7.8540 2020-07-28 12:59:30,032 - mmaction - INFO - Epoch [169][1220/3757] lr: 1.093e-03, eta: 7:42:28, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5594, top5_acc: 0.7773, loss_cls: 1.9493, loss: 1.9493, grad_norm: 7.5373 2020-07-28 12:59:41,430 - mmaction - INFO - Epoch [169][1240/3757] lr: 1.093e-03, eta: 7:42:16, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5578, top5_acc: 0.7719, loss_cls: 1.9110, loss: 1.9110, grad_norm: 7.5392 2020-07-28 12:59:52,880 - mmaction - INFO - Epoch [169][1260/3757] lr: 1.093e-03, eta: 7:42:03, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5484, top5_acc: 0.7742, loss_cls: 1.9325, loss: 1.9325, grad_norm: 7.3960 2020-07-28 13:00:15,828 - mmaction - INFO - Epoch [169][1280/3757] lr: 1.093e-03, eta: 7:41:51, time: 1.130, data_time: 0.010, memory: 5232, top1_acc: 0.5453, top5_acc: 0.7586, loss_cls: 2.0142, loss: 2.0142, grad_norm: 7.7954 2020-07-28 13:00:27,191 - mmaction - INFO - Epoch [169][1300/3757] lr: 1.093e-03, eta: 7:41:38, time: 0.585, data_time: 0.022, memory: 5232, top1_acc: 0.5578, top5_acc: 0.7562, loss_cls: 1.9475, loss: 1.9475, grad_norm: 7.7295 2020-07-28 13:00:38,519 - mmaction - INFO - Epoch [169][1320/3757] lr: 1.093e-03, eta: 7:41:26, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5328, top5_acc: 0.7586, loss_cls: 2.0016, loss: 2.0016, grad_norm: 7.7159 2020-07-28 13:00:49,900 - mmaction - INFO - Epoch [169][1340/3757] lr: 1.093e-03, eta: 7:41:13, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5617, top5_acc: 0.7492, loss_cls: 2.0027, loss: 2.0027, grad_norm: 7.5232 2020-07-28 13:01:01,221 - mmaction - INFO - Epoch [169][1360/3757] lr: 1.093e-03, eta: 7:41:00, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5625, top5_acc: 0.7656, loss_cls: 1.9279, loss: 1.9279, grad_norm: 7.7232 2020-07-28 13:01:12,590 - mmaction - INFO - Epoch [169][1380/3757] lr: 1.093e-03, eta: 7:40:47, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5391, top5_acc: 0.7492, loss_cls: 2.0078, loss: 2.0078, grad_norm: 7.8583 2020-07-28 13:01:23,880 - mmaction - INFO - Epoch [169][1400/3757] lr: 1.093e-03, eta: 7:40:34, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.5305, top5_acc: 0.7633, loss_cls: 2.0273, loss: 2.0273, grad_norm: 8.0603 2020-07-28 13:01:35,245 - mmaction - INFO - Epoch [169][1420/3757] lr: 1.093e-03, eta: 7:40:22, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5258, top5_acc: 0.7516, loss_cls: 2.1131, loss: 2.1131, grad_norm: 7.9229 2020-07-28 13:01:46,629 - mmaction - INFO - Epoch [169][1440/3757] lr: 1.093e-03, eta: 7:40:09, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5656, top5_acc: 0.7852, loss_cls: 1.9209, loss: 1.9209, grad_norm: 7.8089 2020-07-28 13:01:58,045 - mmaction - INFO - Epoch [169][1460/3757] lr: 1.093e-03, eta: 7:39:56, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5367, top5_acc: 0.7648, loss_cls: 1.9945, loss: 1.9945, grad_norm: 7.8394 2020-07-28 13:02:09,409 - mmaction - INFO - Epoch [169][1480/3757] lr: 1.093e-03, eta: 7:39:43, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5609, top5_acc: 0.7641, loss_cls: 1.9438, loss: 1.9438, grad_norm: 7.5949 2020-07-28 13:02:20,867 - mmaction - INFO - Epoch [169][1500/3757] lr: 1.093e-03, eta: 7:39:31, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5477, top5_acc: 0.7617, loss_cls: 2.0197, loss: 2.0197, grad_norm: 7.8007 2020-07-28 13:02:32,452 - mmaction - INFO - Epoch [169][1520/3757] lr: 1.093e-03, eta: 7:39:18, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.5516, top5_acc: 0.7641, loss_cls: 1.9077, loss: 1.9077, grad_norm: 7.6081 2020-07-28 13:02:43,882 - mmaction - INFO - Epoch [169][1540/3757] lr: 1.093e-03, eta: 7:39:05, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5781, top5_acc: 0.7859, loss_cls: 1.8465, loss: 1.8465, grad_norm: 7.3082 2020-07-28 13:02:55,382 - mmaction - INFO - Epoch [169][1560/3757] lr: 1.093e-03, eta: 7:38:52, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5430, top5_acc: 0.7531, loss_cls: 2.0452, loss: 2.0452, grad_norm: 7.8703 2020-07-28 13:03:06,820 - mmaction - INFO - Epoch [169][1580/3757] lr: 1.093e-03, eta: 7:38:40, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5477, top5_acc: 0.7609, loss_cls: 1.9502, loss: 1.9502, grad_norm: 7.6588 2020-07-28 13:03:18,222 - mmaction - INFO - Epoch [169][1600/3757] lr: 1.093e-03, eta: 7:38:27, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5531, top5_acc: 0.7664, loss_cls: 1.9234, loss: 1.9234, grad_norm: 7.4199 2020-07-28 13:03:29,579 - mmaction - INFO - Epoch [169][1620/3757] lr: 1.093e-03, eta: 7:38:14, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5602, top5_acc: 0.7766, loss_cls: 1.9302, loss: 1.9302, grad_norm: 7.7116 2020-07-28 13:03:40,982 - mmaction - INFO - Epoch [169][1640/3757] lr: 1.093e-03, eta: 7:38:01, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5234, top5_acc: 0.7469, loss_cls: 2.0209, loss: 2.0209, grad_norm: 8.1341 2020-07-28 13:03:52,418 - mmaction - INFO - Epoch [169][1660/3757] lr: 1.093e-03, eta: 7:37:49, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5641, top5_acc: 0.7742, loss_cls: 1.9131, loss: 1.9131, grad_norm: 7.5686 2020-07-28 13:04:03,779 - mmaction - INFO - Epoch [169][1680/3757] lr: 1.093e-03, eta: 7:37:36, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5578, top5_acc: 0.7703, loss_cls: 1.9375, loss: 1.9375, grad_norm: 7.8559 2020-07-28 13:04:15,174 - mmaction - INFO - Epoch [169][1700/3757] lr: 1.093e-03, eta: 7:37:23, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5750, top5_acc: 0.7695, loss_cls: 1.8728, loss: 1.8728, grad_norm: 7.7711 2020-07-28 13:04:26,604 - mmaction - INFO - Epoch [169][1720/3757] lr: 1.093e-03, eta: 7:37:10, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5477, top5_acc: 0.7578, loss_cls: 1.9719, loss: 1.9719, grad_norm: 7.9255 2020-07-28 13:04:38,141 - mmaction - INFO - Epoch [169][1740/3757] lr: 1.093e-03, eta: 7:36:58, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5789, top5_acc: 0.7773, loss_cls: 1.8341, loss: 1.8341, grad_norm: 7.6500 2020-07-28 13:04:49,622 - mmaction - INFO - Epoch [169][1760/3757] lr: 1.093e-03, eta: 7:36:45, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.5664, top5_acc: 0.7617, loss_cls: 1.9578, loss: 1.9578, grad_norm: 7.5620 2020-07-28 13:05:01,135 - mmaction - INFO - Epoch [169][1780/3757] lr: 1.093e-03, eta: 7:36:32, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5484, top5_acc: 0.7547, loss_cls: 1.9634, loss: 1.9634, grad_norm: 7.6840 2020-07-28 13:05:12,518 - mmaction - INFO - Epoch [169][1800/3757] lr: 1.093e-03, eta: 7:36:19, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.5180, top5_acc: 0.7516, loss_cls: 2.0530, loss: 2.0530, grad_norm: 7.8914 2020-07-28 13:05:24,012 - mmaction - INFO - Epoch [169][1820/3757] lr: 1.093e-03, eta: 7:36:07, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5727, top5_acc: 0.7789, loss_cls: 1.8631, loss: 1.8631, grad_norm: 7.6558 2020-07-28 13:05:35,375 - mmaction - INFO - Epoch [169][1840/3757] lr: 1.093e-03, eta: 7:35:54, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5508, top5_acc: 0.7641, loss_cls: 1.9685, loss: 1.9685, grad_norm: 7.5304 2020-07-28 13:05:46,804 - mmaction - INFO - Epoch [169][1860/3757] lr: 1.093e-03, eta: 7:35:41, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5555, top5_acc: 0.7664, loss_cls: 1.9555, loss: 1.9555, grad_norm: 7.8467 2020-07-28 13:05:58,234 - mmaction - INFO - Epoch [169][1880/3757] lr: 1.093e-03, eta: 7:35:28, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5289, top5_acc: 0.7484, loss_cls: 2.0573, loss: 2.0573, grad_norm: 7.8992 2020-07-28 13:06:09,685 - mmaction - INFO - Epoch [169][1900/3757] lr: 1.093e-03, eta: 7:35:16, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5508, top5_acc: 0.7516, loss_cls: 1.9941, loss: 1.9941, grad_norm: 7.5398 2020-07-28 13:06:21,130 - mmaction - INFO - Epoch [169][1920/3757] lr: 1.093e-03, eta: 7:35:03, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5383, top5_acc: 0.7555, loss_cls: 1.9575, loss: 1.9575, grad_norm: 7.6203 2020-07-28 13:06:32,608 - mmaction - INFO - Epoch [169][1940/3757] lr: 1.093e-03, eta: 7:34:50, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.5422, top5_acc: 0.7664, loss_cls: 1.9885, loss: 1.9885, grad_norm: 8.0319 2020-07-28 13:06:44,012 - mmaction - INFO - Epoch [169][1960/3757] lr: 1.093e-03, eta: 7:34:37, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.5547, top5_acc: 0.7609, loss_cls: 1.9765, loss: 1.9765, grad_norm: 7.4443 2020-07-28 13:06:55,635 - mmaction - INFO - Epoch [169][1980/3757] lr: 1.093e-03, eta: 7:34:25, time: 0.581, data_time: 0.003, memory: 5232, top1_acc: 0.5297, top5_acc: 0.7664, loss_cls: 1.9692, loss: 1.9692, grad_norm: 7.9453 2020-07-28 13:07:07,046 - mmaction - INFO - Epoch [169][2000/3757] lr: 1.093e-03, eta: 7:34:12, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5555, top5_acc: 0.7633, loss_cls: 1.9652, loss: 1.9652, grad_norm: 7.6973 2020-07-28 13:07:18,425 - mmaction - INFO - Epoch [169][2020/3757] lr: 1.093e-03, eta: 7:33:59, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.5453, top5_acc: 0.7469, loss_cls: 2.0071, loss: 2.0071, grad_norm: 7.5660 2020-07-28 13:07:29,800 - mmaction - INFO - Epoch [169][2040/3757] lr: 1.093e-03, eta: 7:33:46, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5594, top5_acc: 0.7828, loss_cls: 1.8591, loss: 1.8591, grad_norm: 7.3949 2020-07-28 13:07:41,243 - mmaction - INFO - Epoch [169][2060/3757] lr: 1.093e-03, eta: 7:33:34, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5461, top5_acc: 0.7609, loss_cls: 2.0125, loss: 2.0125, grad_norm: 7.7069 2020-07-28 13:07:52,693 - mmaction - INFO - Epoch [169][2080/3757] lr: 1.093e-03, eta: 7:33:21, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5516, top5_acc: 0.7578, loss_cls: 1.9393, loss: 1.9393, grad_norm: 7.6136 2020-07-28 13:08:04,182 - mmaction - INFO - Epoch [169][2100/3757] lr: 1.093e-03, eta: 7:33:08, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5531, top5_acc: 0.7820, loss_cls: 1.9082, loss: 1.9082, grad_norm: 7.4509 2020-07-28 13:08:15,570 - mmaction - INFO - Epoch [169][2120/3757] lr: 1.093e-03, eta: 7:32:55, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5445, top5_acc: 0.7820, loss_cls: 1.9195, loss: 1.9195, grad_norm: 7.4911 2020-07-28 13:08:26,980 - mmaction - INFO - Epoch [169][2140/3757] lr: 1.093e-03, eta: 7:32:42, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5516, top5_acc: 0.7625, loss_cls: 1.9493, loss: 1.9493, grad_norm: 7.6015 2020-07-28 13:08:38,317 - mmaction - INFO - Epoch [169][2160/3757] lr: 1.093e-03, eta: 7:32:30, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5437, top5_acc: 0.7508, loss_cls: 1.9880, loss: 1.9880, grad_norm: 7.8366 2020-07-28 13:08:49,689 - mmaction - INFO - Epoch [169][2180/3757] lr: 1.093e-03, eta: 7:32:17, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5578, top5_acc: 0.7688, loss_cls: 1.9197, loss: 1.9197, grad_norm: 7.4975 2020-07-28 13:09:01,153 - mmaction - INFO - Epoch [169][2200/3757] lr: 1.093e-03, eta: 7:32:04, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5406, top5_acc: 0.7703, loss_cls: 1.9750, loss: 1.9750, grad_norm: 7.7183 2020-07-28 13:09:12,429 - mmaction - INFO - Epoch [169][2220/3757] lr: 1.093e-03, eta: 7:31:51, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.5648, top5_acc: 0.7773, loss_cls: 1.8748, loss: 1.8748, grad_norm: 7.6925 2020-07-28 13:09:23,860 - mmaction - INFO - Epoch [169][2240/3757] lr: 1.093e-03, eta: 7:31:39, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5422, top5_acc: 0.7500, loss_cls: 2.0005, loss: 2.0005, grad_norm: 7.8633 2020-07-28 13:09:35,221 - mmaction - INFO - Epoch [169][2260/3757] lr: 1.093e-03, eta: 7:31:26, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5141, top5_acc: 0.7508, loss_cls: 2.1035, loss: 2.1035, grad_norm: 8.2661 2020-07-28 13:09:46,574 - mmaction - INFO - Epoch [169][2280/3757] lr: 1.093e-03, eta: 7:31:13, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5641, top5_acc: 0.7617, loss_cls: 1.9308, loss: 1.9308, grad_norm: 7.6442 2020-07-28 13:09:57,939 - mmaction - INFO - Epoch [169][2300/3757] lr: 1.093e-03, eta: 7:31:00, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5586, top5_acc: 0.7711, loss_cls: 1.9328, loss: 1.9328, grad_norm: 7.6425 2020-07-28 13:10:09,361 - mmaction - INFO - Epoch [169][2320/3757] lr: 1.093e-03, eta: 7:30:48, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5492, top5_acc: 0.7617, loss_cls: 1.9819, loss: 1.9819, grad_norm: 7.7415 2020-07-28 13:10:20,810 - mmaction - INFO - Epoch [169][2340/3757] lr: 1.093e-03, eta: 7:30:35, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.5875, top5_acc: 0.7906, loss_cls: 1.8538, loss: 1.8538, grad_norm: 7.4382 2020-07-28 13:10:32,258 - mmaction - INFO - Epoch [169][2360/3757] lr: 1.093e-03, eta: 7:30:22, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5594, top5_acc: 0.7641, loss_cls: 1.9316, loss: 1.9316, grad_norm: 7.6185 2020-07-28 13:10:44,113 - mmaction - INFO - Epoch [169][2380/3757] lr: 1.093e-03, eta: 7:30:09, time: 0.592, data_time: 0.025, memory: 5232, top1_acc: 0.5352, top5_acc: 0.7664, loss_cls: 1.9564, loss: 1.9564, grad_norm: 7.6912 2020-07-28 13:10:55,581 - mmaction - INFO - Epoch [169][2400/3757] lr: 1.093e-03, eta: 7:29:57, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.5367, top5_acc: 0.7562, loss_cls: 1.9765, loss: 1.9765, grad_norm: 7.5773 2020-07-28 13:11:07,060 - mmaction - INFO - Epoch [169][2420/3757] lr: 1.093e-03, eta: 7:29:44, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5297, top5_acc: 0.7422, loss_cls: 2.0627, loss: 2.0627, grad_norm: 8.1378 2020-07-28 13:11:18,557 - mmaction - INFO - Epoch [169][2440/3757] lr: 1.093e-03, eta: 7:29:31, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5297, top5_acc: 0.7477, loss_cls: 2.0314, loss: 2.0314, grad_norm: 8.1098 2020-07-28 13:11:29,901 - mmaction - INFO - Epoch [169][2460/3757] lr: 1.093e-03, eta: 7:29:18, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5523, top5_acc: 0.7750, loss_cls: 1.9110, loss: 1.9110, grad_norm: 7.5344 2020-07-28 13:11:41,258 - mmaction - INFO - Epoch [169][2480/3757] lr: 1.093e-03, eta: 7:29:06, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5297, top5_acc: 0.7484, loss_cls: 2.0314, loss: 2.0314, grad_norm: 7.7969 2020-07-28 13:11:52,691 - mmaction - INFO - Epoch [169][2500/3757] lr: 1.093e-03, eta: 7:28:53, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.5484, top5_acc: 0.7539, loss_cls: 1.9724, loss: 1.9724, grad_norm: 7.7307 2020-07-28 13:12:04,063 - mmaction - INFO - Epoch [169][2520/3757] lr: 1.093e-03, eta: 7:28:40, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5414, top5_acc: 0.7500, loss_cls: 2.0474, loss: 2.0474, grad_norm: 7.7739 2020-07-28 13:12:15,518 - mmaction - INFO - Epoch [169][2540/3757] lr: 1.093e-03, eta: 7:28:27, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5555, top5_acc: 0.7602, loss_cls: 1.9704, loss: 1.9704, grad_norm: 7.5142 2020-07-28 13:12:26,956 - mmaction - INFO - Epoch [169][2560/3757] lr: 1.093e-03, eta: 7:28:15, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5523, top5_acc: 0.7695, loss_cls: 1.9453, loss: 1.9453, grad_norm: 7.7003 2020-07-28 13:12:38,334 - mmaction - INFO - Epoch [169][2580/3757] lr: 1.093e-03, eta: 7:28:02, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5672, top5_acc: 0.7625, loss_cls: 1.9350, loss: 1.9350, grad_norm: 7.7961 2020-07-28 13:12:49,822 - mmaction - INFO - Epoch [169][2600/3757] lr: 1.093e-03, eta: 7:27:49, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5477, top5_acc: 0.7648, loss_cls: 1.9982, loss: 1.9982, grad_norm: 8.0804 2020-07-28 13:13:01,241 - mmaction - INFO - Epoch [169][2620/3757] lr: 1.093e-03, eta: 7:27:36, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.5664, top5_acc: 0.7727, loss_cls: 1.9562, loss: 1.9562, grad_norm: 7.7130 2020-07-28 13:13:12,654 - mmaction - INFO - Epoch [169][2640/3757] lr: 1.093e-03, eta: 7:27:24, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5797, top5_acc: 0.7812, loss_cls: 1.8514, loss: 1.8514, grad_norm: 7.3937 2020-07-28 13:13:24,039 - mmaction - INFO - Epoch [169][2660/3757] lr: 1.093e-03, eta: 7:27:11, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5555, top5_acc: 0.7656, loss_cls: 1.9639, loss: 1.9639, grad_norm: 7.8795 2020-07-28 13:13:35,457 - mmaction - INFO - Epoch [169][2680/3757] lr: 1.093e-03, eta: 7:26:58, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5375, top5_acc: 0.7703, loss_cls: 1.9428, loss: 1.9428, grad_norm: 8.1362 2020-07-28 13:13:46,899 - mmaction - INFO - Epoch [169][2700/3757] lr: 1.093e-03, eta: 7:26:45, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5406, top5_acc: 0.7445, loss_cls: 2.0320, loss: 2.0320, grad_norm: 7.7663 2020-07-28 13:13:58,243 - mmaction - INFO - Epoch [169][2720/3757] lr: 1.093e-03, eta: 7:26:33, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5266, top5_acc: 0.7422, loss_cls: 2.0472, loss: 2.0472, grad_norm: 8.1124 2020-07-28 13:14:09,562 - mmaction - INFO - Epoch [169][2740/3757] lr: 1.093e-03, eta: 7:26:20, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5703, top5_acc: 0.7766, loss_cls: 1.8765, loss: 1.8765, grad_norm: 7.5207 2020-07-28 13:14:20,939 - mmaction - INFO - Epoch [169][2760/3757] lr: 1.093e-03, eta: 7:26:07, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5477, top5_acc: 0.7508, loss_cls: 2.0148, loss: 2.0148, grad_norm: 7.7476 2020-07-28 13:14:32,345 - mmaction - INFO - Epoch [169][2780/3757] lr: 1.093e-03, eta: 7:25:54, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5492, top5_acc: 0.7633, loss_cls: 1.9377, loss: 1.9377, grad_norm: 7.6109 2020-07-28 13:14:43,846 - mmaction - INFO - Epoch [169][2800/3757] lr: 1.093e-03, eta: 7:25:42, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5813, top5_acc: 0.7883, loss_cls: 1.8554, loss: 1.8554, grad_norm: 7.3970 2020-07-28 13:14:55,194 - mmaction - INFO - Epoch [169][2820/3757] lr: 1.093e-03, eta: 7:25:29, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5492, top5_acc: 0.7477, loss_cls: 1.9686, loss: 1.9686, grad_norm: 7.6833 2020-07-28 13:15:06,559 - mmaction - INFO - Epoch [169][2840/3757] lr: 1.093e-03, eta: 7:25:16, time: 0.568, data_time: 0.005, memory: 5232, top1_acc: 0.5414, top5_acc: 0.7375, loss_cls: 2.1068, loss: 2.1068, grad_norm: 8.0749 2020-07-28 13:15:17,957 - mmaction - INFO - Epoch [169][2860/3757] lr: 1.093e-03, eta: 7:25:03, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5602, top5_acc: 0.7734, loss_cls: 1.9288, loss: 1.9288, grad_norm: 7.6639 2020-07-28 13:15:29,365 - mmaction - INFO - Epoch [169][2880/3757] lr: 1.093e-03, eta: 7:24:51, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5430, top5_acc: 0.7633, loss_cls: 1.9820, loss: 1.9820, grad_norm: 7.8454 2020-07-28 13:15:40,874 - mmaction - INFO - Epoch [169][2900/3757] lr: 1.093e-03, eta: 7:24:38, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5445, top5_acc: 0.7633, loss_cls: 1.9720, loss: 1.9720, grad_norm: 7.6315 2020-07-28 13:15:52,265 - mmaction - INFO - Epoch [169][2920/3757] lr: 1.093e-03, eta: 7:24:25, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5539, top5_acc: 0.7844, loss_cls: 1.9285, loss: 1.9285, grad_norm: 7.7867 2020-07-28 13:16:03,550 - mmaction - INFO - Epoch [169][2940/3757] lr: 1.093e-03, eta: 7:24:12, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.5289, top5_acc: 0.7539, loss_cls: 2.0681, loss: 2.0681, grad_norm: 7.9691 2020-07-28 13:16:18,635 - mmaction - INFO - Epoch [169][2960/3757] lr: 1.093e-03, eta: 7:24:00, time: 0.754, data_time: 0.161, memory: 5232, top1_acc: 0.5563, top5_acc: 0.7773, loss_cls: 1.9849, loss: 1.9849, grad_norm: 7.7601 2020-07-28 13:16:30,459 - mmaction - INFO - Epoch [169][2980/3757] lr: 1.093e-03, eta: 7:23:47, time: 0.591, data_time: 0.026, memory: 5232, top1_acc: 0.5461, top5_acc: 0.7656, loss_cls: 1.9628, loss: 1.9628, grad_norm: 7.6723 2020-07-28 13:16:42,175 - mmaction - INFO - Epoch [169][3000/3757] lr: 1.093e-03, eta: 7:23:34, time: 0.586, data_time: 0.016, memory: 5232, top1_acc: 0.5328, top5_acc: 0.7531, loss_cls: 2.0554, loss: 2.0554, grad_norm: 8.0448 2020-07-28 13:16:53,976 - mmaction - INFO - Epoch [169][3020/3757] lr: 1.093e-03, eta: 7:23:22, time: 0.591, data_time: 0.023, memory: 5232, top1_acc: 0.5258, top5_acc: 0.7508, loss_cls: 2.0916, loss: 2.0916, grad_norm: 7.8307 2020-07-28 13:17:05,680 - mmaction - INFO - Epoch [169][3040/3757] lr: 1.093e-03, eta: 7:23:09, time: 0.585, data_time: 0.018, memory: 5232, top1_acc: 0.5539, top5_acc: 0.7484, loss_cls: 2.0195, loss: 2.0195, grad_norm: 7.8760 2020-07-28 13:17:17,469 - mmaction - INFO - Epoch [169][3060/3757] lr: 1.093e-03, eta: 7:22:56, time: 0.589, data_time: 0.022, memory: 5232, top1_acc: 0.5797, top5_acc: 0.7727, loss_cls: 1.8696, loss: 1.8696, grad_norm: 7.4506 2020-07-28 13:17:29,281 - mmaction - INFO - Epoch [169][3080/3757] lr: 1.093e-03, eta: 7:22:44, time: 0.590, data_time: 0.017, memory: 5232, top1_acc: 0.5352, top5_acc: 0.7562, loss_cls: 1.9905, loss: 1.9905, grad_norm: 7.8987 2020-07-28 13:17:41,070 - mmaction - INFO - Epoch [169][3100/3757] lr: 1.093e-03, eta: 7:22:31, time: 0.589, data_time: 0.025, memory: 5232, top1_acc: 0.5586, top5_acc: 0.7711, loss_cls: 1.9179, loss: 1.9179, grad_norm: 7.6872 2020-07-28 13:17:52,941 - mmaction - INFO - Epoch [169][3120/3757] lr: 1.093e-03, eta: 7:22:18, time: 0.594, data_time: 0.018, memory: 5232, top1_acc: 0.5273, top5_acc: 0.7500, loss_cls: 2.0313, loss: 2.0313, grad_norm: 7.8625 2020-07-28 13:18:04,769 - mmaction - INFO - Epoch [169][3140/3757] lr: 1.093e-03, eta: 7:22:05, time: 0.592, data_time: 0.025, memory: 5232, top1_acc: 0.5648, top5_acc: 0.7453, loss_cls: 2.0004, loss: 2.0004, grad_norm: 7.7203 2020-07-28 13:18:16,254 - mmaction - INFO - Epoch [169][3160/3757] lr: 1.093e-03, eta: 7:21:53, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.5516, top5_acc: 0.7508, loss_cls: 1.9949, loss: 1.9949, grad_norm: 7.8084 2020-07-28 13:18:27,981 - mmaction - INFO - Epoch [169][3180/3757] lr: 1.093e-03, eta: 7:21:40, time: 0.586, data_time: 0.021, memory: 5232, top1_acc: 0.5492, top5_acc: 0.7594, loss_cls: 1.9923, loss: 1.9923, grad_norm: 8.0430 2020-07-28 13:18:39,382 - mmaction - INFO - Epoch [169][3200/3757] lr: 1.093e-03, eta: 7:21:27, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5430, top5_acc: 0.7664, loss_cls: 1.9628, loss: 1.9628, grad_norm: 7.7827 2020-07-28 13:18:59,303 - mmaction - INFO - Epoch [169][3220/3757] lr: 1.093e-03, eta: 7:21:15, time: 0.996, data_time: 0.222, memory: 5232, top1_acc: 0.5508, top5_acc: 0.7508, loss_cls: 2.0044, loss: 2.0044, grad_norm: 7.7155 2020-07-28 13:19:11,352 - mmaction - INFO - Epoch [169][3240/3757] lr: 1.093e-03, eta: 7:21:02, time: 0.602, data_time: 0.040, memory: 5232, top1_acc: 0.5547, top5_acc: 0.7500, loss_cls: 2.0078, loss: 2.0078, grad_norm: 7.6250 2020-07-28 13:19:26,178 - mmaction - INFO - Epoch [169][3260/3757] lr: 1.093e-03, eta: 7:20:50, time: 0.742, data_time: 0.141, memory: 5232, top1_acc: 0.5477, top5_acc: 0.7711, loss_cls: 1.9333, loss: 1.9333, grad_norm: 7.5700 2020-07-28 13:19:42,383 - mmaction - INFO - Epoch [169][3280/3757] lr: 1.093e-03, eta: 7:20:38, time: 0.810, data_time: 0.235, memory: 5232, top1_acc: 0.5406, top5_acc: 0.7703, loss_cls: 1.9308, loss: 1.9308, grad_norm: 7.6867 2020-07-28 13:19:53,832 - mmaction - INFO - Epoch [169][3300/3757] lr: 1.093e-03, eta: 7:20:25, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5344, top5_acc: 0.7586, loss_cls: 2.0200, loss: 2.0200, grad_norm: 7.8581 2020-07-28 13:20:05,317 - mmaction - INFO - Epoch [169][3320/3757] lr: 1.093e-03, eta: 7:20:12, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5484, top5_acc: 0.7758, loss_cls: 1.9417, loss: 1.9417, grad_norm: 7.5724 2020-07-28 13:20:16,761 - mmaction - INFO - Epoch [169][3340/3757] lr: 1.093e-03, eta: 7:19:59, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5609, top5_acc: 0.7570, loss_cls: 1.9715, loss: 1.9715, grad_norm: 7.8989 2020-07-28 13:20:28,129 - mmaction - INFO - Epoch [169][3360/3757] lr: 1.093e-03, eta: 7:19:47, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5453, top5_acc: 0.7422, loss_cls: 2.0027, loss: 2.0027, grad_norm: 7.6913 2020-07-28 13:20:39,526 - mmaction - INFO - Epoch [169][3380/3757] lr: 1.093e-03, eta: 7:19:34, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5500, top5_acc: 0.7531, loss_cls: 1.9773, loss: 1.9773, grad_norm: 7.5722 2020-07-28 13:20:51,017 - mmaction - INFO - Epoch [169][3400/3757] lr: 1.093e-03, eta: 7:19:21, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.5102, top5_acc: 0.7336, loss_cls: 2.1490, loss: 2.1490, grad_norm: 8.4223 2020-07-28 13:21:02,362 - mmaction - INFO - Epoch [169][3420/3757] lr: 1.093e-03, eta: 7:19:08, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5281, top5_acc: 0.7570, loss_cls: 2.0215, loss: 2.0215, grad_norm: 8.0871 2020-07-28 13:21:13,883 - mmaction - INFO - Epoch [169][3440/3757] lr: 1.093e-03, eta: 7:18:56, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5383, top5_acc: 0.7586, loss_cls: 2.0466, loss: 2.0466, grad_norm: 7.9809 2020-07-28 13:21:25,224 - mmaction - INFO - Epoch [169][3460/3757] lr: 1.093e-03, eta: 7:18:43, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5695, top5_acc: 0.7766, loss_cls: 1.9208, loss: 1.9208, grad_norm: 7.4778 2020-07-28 13:21:36,699 - mmaction - INFO - Epoch [169][3480/3757] lr: 1.093e-03, eta: 7:18:30, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5477, top5_acc: 0.7602, loss_cls: 1.9620, loss: 1.9620, grad_norm: 7.7869 2020-07-28 13:21:48,228 - mmaction - INFO - Epoch [169][3500/3757] lr: 1.093e-03, eta: 7:18:17, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5453, top5_acc: 0.7539, loss_cls: 2.0209, loss: 2.0209, grad_norm: 7.9337 2020-07-28 13:21:59,770 - mmaction - INFO - Epoch [169][3520/3757] lr: 1.093e-03, eta: 7:18:05, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.5148, top5_acc: 0.7414, loss_cls: 2.0168, loss: 2.0168, grad_norm: 7.9979 2020-07-28 13:22:11,258 - mmaction - INFO - Epoch [169][3540/3757] lr: 1.093e-03, eta: 7:17:52, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5578, top5_acc: 0.7789, loss_cls: 1.9224, loss: 1.9224, grad_norm: 7.6598 2020-07-28 13:22:22,652 - mmaction - INFO - Epoch [169][3560/3757] lr: 1.093e-03, eta: 7:17:39, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5391, top5_acc: 0.7547, loss_cls: 2.0346, loss: 2.0346, grad_norm: 7.8956 2020-07-28 13:22:34,151 - mmaction - INFO - Epoch [169][3580/3757] lr: 1.093e-03, eta: 7:17:26, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5406, top5_acc: 0.7492, loss_cls: 1.9944, loss: 1.9944, grad_norm: 7.8067 2020-07-28 13:22:45,643 - mmaction - INFO - Epoch [169][3600/3757] lr: 1.093e-03, eta: 7:17:14, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.5422, top5_acc: 0.7422, loss_cls: 2.0187, loss: 2.0187, grad_norm: 7.9497 2020-07-28 13:22:57,053 - mmaction - INFO - Epoch [169][3620/3757] lr: 1.093e-03, eta: 7:17:01, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.5422, top5_acc: 0.7609, loss_cls: 1.9806, loss: 1.9806, grad_norm: 7.7121 2020-07-28 13:23:08,542 - mmaction - INFO - Epoch [169][3640/3757] lr: 1.093e-03, eta: 7:16:48, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5437, top5_acc: 0.7695, loss_cls: 1.9299, loss: 1.9299, grad_norm: 7.6822 2020-07-28 13:23:20,018 - mmaction - INFO - Epoch [169][3660/3757] lr: 1.093e-03, eta: 7:16:35, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.5289, top5_acc: 0.7477, loss_cls: 2.0671, loss: 2.0671, grad_norm: 7.8401 2020-07-28 13:23:31,389 - mmaction - INFO - Epoch [169][3680/3757] lr: 1.093e-03, eta: 7:16:23, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5297, top5_acc: 0.7594, loss_cls: 1.9914, loss: 1.9914, grad_norm: 7.5913 2020-07-28 13:23:42,875 - mmaction - INFO - Epoch [169][3700/3757] lr: 1.093e-03, eta: 7:16:10, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5555, top5_acc: 0.7664, loss_cls: 1.9545, loss: 1.9545, grad_norm: 7.6236 2020-07-28 13:23:54,277 - mmaction - INFO - Epoch [169][3720/3757] lr: 1.093e-03, eta: 7:15:57, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.5516, top5_acc: 0.7695, loss_cls: 1.9730, loss: 1.9730, grad_norm: 7.8841 2020-07-28 13:24:05,661 - mmaction - INFO - Epoch [169][3740/3757] lr: 1.093e-03, eta: 7:15:44, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5586, top5_acc: 0.7594, loss_cls: 1.9291, loss: 1.9291, grad_norm: 7.5553 2020-07-28 13:28:52,782 - mmaction - INFO - Epoch [170][20/3757] lr: 9.186e-04, eta: 7:15:40, time: 12.577, data_time: 11.848, memory: 5232, top1_acc: 0.5578, top5_acc: 0.7859, loss_cls: 1.8913, loss: 1.8913, grad_norm: 7.6902 2020-07-28 13:29:04,167 - mmaction - INFO - Epoch [170][40/3757] lr: 9.186e-04, eta: 7:15:27, time: 0.572, data_time: 0.006, memory: 5232, top1_acc: 0.5625, top5_acc: 0.7805, loss_cls: 1.9206, loss: 1.9206, grad_norm: 7.7200 2020-07-28 13:29:15,631 - mmaction - INFO - Epoch [170][60/3757] lr: 9.186e-04, eta: 7:15:14, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5320, top5_acc: 0.7422, loss_cls: 2.0411, loss: 2.0411, grad_norm: 7.9444 2020-07-28 13:29:27,013 - mmaction - INFO - Epoch [170][80/3757] lr: 9.186e-04, eta: 7:15:01, time: 0.569, data_time: 0.009, memory: 5232, top1_acc: 0.5484, top5_acc: 0.7539, loss_cls: 2.0122, loss: 2.0122, grad_norm: 7.8067 2020-07-28 13:29:38,412 - mmaction - INFO - Epoch [170][100/3757] lr: 9.186e-04, eta: 7:14:49, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5531, top5_acc: 0.7758, loss_cls: 1.9421, loss: 1.9421, grad_norm: 8.0801 2020-07-28 13:29:49,734 - mmaction - INFO - Epoch [170][120/3757] lr: 9.186e-04, eta: 7:14:36, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5539, top5_acc: 0.7703, loss_cls: 1.9341, loss: 1.9341, grad_norm: 7.4939 2020-07-28 13:30:01,082 - mmaction - INFO - Epoch [170][140/3757] lr: 9.186e-04, eta: 7:14:23, time: 0.567, data_time: 0.004, memory: 5232, top1_acc: 0.5523, top5_acc: 0.7531, loss_cls: 1.9828, loss: 1.9828, grad_norm: 7.7457 2020-07-28 13:30:12,420 - mmaction - INFO - Epoch [170][160/3757] lr: 9.186e-04, eta: 7:14:10, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5398, top5_acc: 0.7508, loss_cls: 2.0120, loss: 2.0120, grad_norm: 7.8471 2020-07-28 13:30:23,787 - mmaction - INFO - Epoch [170][180/3757] lr: 9.186e-04, eta: 7:13:58, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5805, top5_acc: 0.7789, loss_cls: 1.8382, loss: 1.8382, grad_norm: 7.3709 2020-07-28 13:30:35,174 - mmaction - INFO - Epoch [170][200/3757] lr: 9.186e-04, eta: 7:13:45, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5531, top5_acc: 0.7695, loss_cls: 1.9425, loss: 1.9425, grad_norm: 7.8852 2020-07-28 13:30:46,932 - mmaction - INFO - Epoch [170][220/3757] lr: 9.186e-04, eta: 7:13:32, time: 0.588, data_time: 0.023, memory: 5232, top1_acc: 0.5508, top5_acc: 0.7680, loss_cls: 1.9904, loss: 1.9904, grad_norm: 7.8426 2020-07-28 13:30:58,677 - mmaction - INFO - Epoch [170][240/3757] lr: 9.186e-04, eta: 7:13:19, time: 0.588, data_time: 0.016, memory: 5232, top1_acc: 0.5453, top5_acc: 0.7734, loss_cls: 1.9967, loss: 1.9967, grad_norm: 8.1962 2020-07-28 13:31:10,341 - mmaction - INFO - Epoch [170][260/3757] lr: 9.186e-04, eta: 7:13:07, time: 0.583, data_time: 0.023, memory: 5232, top1_acc: 0.5406, top5_acc: 0.7602, loss_cls: 1.9899, loss: 1.9899, grad_norm: 7.8272 2020-07-28 13:31:22,083 - mmaction - INFO - Epoch [170][280/3757] lr: 9.186e-04, eta: 7:12:54, time: 0.587, data_time: 0.015, memory: 5232, top1_acc: 0.5531, top5_acc: 0.7906, loss_cls: 1.8516, loss: 1.8516, grad_norm: 7.6881 2020-07-28 13:31:33,461 - mmaction - INFO - Epoch [170][300/3757] lr: 9.186e-04, eta: 7:12:41, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5344, top5_acc: 0.7656, loss_cls: 2.0042, loss: 2.0042, grad_norm: 7.7176 2020-07-28 13:31:45,229 - mmaction - INFO - Epoch [170][320/3757] lr: 9.186e-04, eta: 7:12:28, time: 0.588, data_time: 0.016, memory: 5232, top1_acc: 0.5703, top5_acc: 0.7695, loss_cls: 1.9427, loss: 1.9427, grad_norm: 7.7285 2020-07-28 13:31:56,965 - mmaction - INFO - Epoch [170][340/3757] lr: 9.186e-04, eta: 7:12:16, time: 0.587, data_time: 0.024, memory: 5232, top1_acc: 0.5437, top5_acc: 0.7625, loss_cls: 1.9792, loss: 1.9792, grad_norm: 8.0143 2020-07-28 13:32:08,686 - mmaction - INFO - Epoch [170][360/3757] lr: 9.186e-04, eta: 7:12:03, time: 0.586, data_time: 0.018, memory: 5232, top1_acc: 0.5305, top5_acc: 0.7656, loss_cls: 2.0066, loss: 2.0066, grad_norm: 7.9602 2020-07-28 13:32:20,405 - mmaction - INFO - Epoch [170][380/3757] lr: 9.186e-04, eta: 7:11:50, time: 0.586, data_time: 0.024, memory: 5232, top1_acc: 0.5547, top5_acc: 0.7633, loss_cls: 1.9378, loss: 1.9378, grad_norm: 7.7384 2020-07-28 13:32:32,154 - mmaction - INFO - Epoch [170][400/3757] lr: 9.186e-04, eta: 7:11:38, time: 0.588, data_time: 0.023, memory: 5232, top1_acc: 0.5805, top5_acc: 0.7664, loss_cls: 1.8892, loss: 1.8892, grad_norm: 7.9651 2020-07-28 13:32:43,600 - mmaction - INFO - Epoch [170][420/3757] lr: 9.186e-04, eta: 7:11:25, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5469, top5_acc: 0.7766, loss_cls: 1.9341, loss: 1.9341, grad_norm: 7.7460 2020-07-28 13:32:55,050 - mmaction - INFO - Epoch [170][440/3757] lr: 9.186e-04, eta: 7:11:12, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5625, top5_acc: 0.7758, loss_cls: 1.8825, loss: 1.8825, grad_norm: 7.6490 2020-07-28 13:33:06,522 - mmaction - INFO - Epoch [170][460/3757] lr: 9.186e-04, eta: 7:10:59, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5609, top5_acc: 0.7656, loss_cls: 1.9419, loss: 1.9419, grad_norm: 7.7113 2020-07-28 13:33:18,047 - mmaction - INFO - Epoch [170][480/3757] lr: 9.186e-04, eta: 7:10:47, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5516, top5_acc: 0.7648, loss_cls: 1.9954, loss: 1.9954, grad_norm: 7.8363 2020-07-28 13:33:29,456 - mmaction - INFO - Epoch [170][500/3757] lr: 9.186e-04, eta: 7:10:34, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5656, top5_acc: 0.7711, loss_cls: 1.9316, loss: 1.9316, grad_norm: 7.8469 2020-07-28 13:33:40,909 - mmaction - INFO - Epoch [170][520/3757] lr: 9.186e-04, eta: 7:10:21, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5336, top5_acc: 0.7648, loss_cls: 2.0145, loss: 2.0145, grad_norm: 8.0268 2020-07-28 13:33:52,317 - mmaction - INFO - Epoch [170][540/3757] lr: 9.186e-04, eta: 7:10:08, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5445, top5_acc: 0.7688, loss_cls: 1.9877, loss: 1.9877, grad_norm: 8.0585 2020-07-28 13:34:03,702 - mmaction - INFO - Epoch [170][560/3757] lr: 9.186e-04, eta: 7:09:56, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5680, top5_acc: 0.7797, loss_cls: 1.8547, loss: 1.8547, grad_norm: 7.5923 2020-07-28 13:34:15,128 - mmaction - INFO - Epoch [170][580/3757] lr: 9.186e-04, eta: 7:09:43, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5617, top5_acc: 0.7766, loss_cls: 1.9258, loss: 1.9258, grad_norm: 7.6519 2020-07-28 13:34:26,554 - mmaction - INFO - Epoch [170][600/3757] lr: 9.186e-04, eta: 7:09:30, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5430, top5_acc: 0.7680, loss_cls: 1.9312, loss: 1.9312, grad_norm: 8.0097 2020-07-28 13:34:38,071 - mmaction - INFO - Epoch [170][620/3757] lr: 9.186e-04, eta: 7:09:17, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5766, top5_acc: 0.7672, loss_cls: 1.9251, loss: 1.9251, grad_norm: 7.7509 2020-07-28 13:34:49,494 - mmaction - INFO - Epoch [170][640/3757] lr: 9.186e-04, eta: 7:09:05, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5406, top5_acc: 0.7516, loss_cls: 1.9815, loss: 1.9815, grad_norm: 7.9919 2020-07-28 13:35:00,892 - mmaction - INFO - Epoch [170][660/3757] lr: 9.186e-04, eta: 7:08:52, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5297, top5_acc: 0.7547, loss_cls: 2.0549, loss: 2.0549, grad_norm: 8.1369 2020-07-28 13:35:12,296 - mmaction - INFO - Epoch [170][680/3757] lr: 9.186e-04, eta: 7:08:39, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5477, top5_acc: 0.7594, loss_cls: 1.9660, loss: 1.9660, grad_norm: 7.9208 2020-07-28 13:35:23,786 - mmaction - INFO - Epoch [170][700/3757] lr: 9.186e-04, eta: 7:08:26, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5648, top5_acc: 0.7703, loss_cls: 1.9367, loss: 1.9367, grad_norm: 7.6779 2020-07-28 13:35:35,199 - mmaction - INFO - Epoch [170][720/3757] lr: 9.186e-04, eta: 7:08:14, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5578, top5_acc: 0.7734, loss_cls: 1.8923, loss: 1.8923, grad_norm: 7.4666 2020-07-28 13:35:46,552 - mmaction - INFO - Epoch [170][740/3757] lr: 9.186e-04, eta: 7:08:01, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5664, top5_acc: 0.7766, loss_cls: 1.9282, loss: 1.9282, grad_norm: 7.9355 2020-07-28 13:35:57,967 - mmaction - INFO - Epoch [170][760/3757] lr: 9.186e-04, eta: 7:07:48, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5570, top5_acc: 0.7883, loss_cls: 1.9186, loss: 1.9186, grad_norm: 8.0629 2020-07-28 13:36:09,331 - mmaction - INFO - Epoch [170][780/3757] lr: 9.186e-04, eta: 7:07:35, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5406, top5_acc: 0.7477, loss_cls: 2.0101, loss: 2.0101, grad_norm: 8.0738 2020-07-28 13:36:20,731 - mmaction - INFO - Epoch [170][800/3757] lr: 9.186e-04, eta: 7:07:22, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5383, top5_acc: 0.7594, loss_cls: 2.0101, loss: 2.0101, grad_norm: 7.8361 2020-07-28 13:36:32,167 - mmaction - INFO - Epoch [170][820/3757] lr: 9.186e-04, eta: 7:07:10, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5445, top5_acc: 0.7672, loss_cls: 1.9290, loss: 1.9290, grad_norm: 7.5904 2020-07-28 13:36:43,491 - mmaction - INFO - Epoch [170][840/3757] lr: 9.186e-04, eta: 7:06:57, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5547, top5_acc: 0.7648, loss_cls: 1.9739, loss: 1.9739, grad_norm: 7.7172 2020-07-28 13:36:54,972 - mmaction - INFO - Epoch [170][860/3757] lr: 9.186e-04, eta: 7:06:44, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5703, top5_acc: 0.7734, loss_cls: 1.8844, loss: 1.8844, grad_norm: 7.4240 2020-07-28 13:37:06,496 - mmaction - INFO - Epoch [170][880/3757] lr: 9.186e-04, eta: 7:06:31, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.5625, top5_acc: 0.7734, loss_cls: 1.8773, loss: 1.8773, grad_norm: 7.7987 2020-07-28 13:37:17,993 - mmaction - INFO - Epoch [170][900/3757] lr: 9.186e-04, eta: 7:06:19, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5445, top5_acc: 0.7672, loss_cls: 1.9988, loss: 1.9988, grad_norm: 7.9929 2020-07-28 13:37:29,381 - mmaction - INFO - Epoch [170][920/3757] lr: 9.186e-04, eta: 7:06:06, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5563, top5_acc: 0.7547, loss_cls: 1.9740, loss: 1.9740, grad_norm: 7.5945 2020-07-28 13:37:40,835 - mmaction - INFO - Epoch [170][940/3757] lr: 9.186e-04, eta: 7:05:53, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5469, top5_acc: 0.7898, loss_cls: 1.8829, loss: 1.8829, grad_norm: 7.5736 2020-07-28 13:37:52,388 - mmaction - INFO - Epoch [170][960/3757] lr: 9.186e-04, eta: 7:05:40, time: 0.577, data_time: 0.011, memory: 5232, top1_acc: 0.5523, top5_acc: 0.7555, loss_cls: 1.9655, loss: 1.9655, grad_norm: 7.9831 2020-07-28 13:38:03,798 - mmaction - INFO - Epoch [170][980/3757] lr: 9.186e-04, eta: 7:05:28, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5531, top5_acc: 0.7664, loss_cls: 1.9286, loss: 1.9286, grad_norm: 7.6734 2020-07-28 13:38:15,251 - mmaction - INFO - Epoch [170][1000/3757] lr: 9.186e-04, eta: 7:05:15, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5563, top5_acc: 0.7758, loss_cls: 1.9197, loss: 1.9197, grad_norm: 7.8892 2020-07-28 13:38:26,639 - mmaction - INFO - Epoch [170][1020/3757] lr: 9.186e-04, eta: 7:05:02, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5594, top5_acc: 0.7859, loss_cls: 1.8256, loss: 1.8256, grad_norm: 7.3716 2020-07-28 13:38:38,070 - mmaction - INFO - Epoch [170][1040/3757] lr: 9.186e-04, eta: 7:04:49, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5641, top5_acc: 0.7609, loss_cls: 1.9189, loss: 1.9189, grad_norm: 7.8669 2020-07-28 13:38:49,597 - mmaction - INFO - Epoch [170][1060/3757] lr: 9.186e-04, eta: 7:04:37, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.5641, top5_acc: 0.7711, loss_cls: 1.8848, loss: 1.8848, grad_norm: 7.7423 2020-07-28 13:39:00,934 - mmaction - INFO - Epoch [170][1080/3757] lr: 9.186e-04, eta: 7:04:24, time: 0.566, data_time: 0.001, memory: 5232, top1_acc: 0.5625, top5_acc: 0.7656, loss_cls: 1.9170, loss: 1.9170, grad_norm: 7.8865 2020-07-28 13:39:12,529 - mmaction - INFO - Epoch [170][1100/3757] lr: 9.186e-04, eta: 7:04:11, time: 0.580, data_time: 0.013, memory: 5232, top1_acc: 0.5406, top5_acc: 0.7742, loss_cls: 1.9619, loss: 1.9619, grad_norm: 7.7401 2020-07-28 13:39:23,951 - mmaction - INFO - Epoch [170][1120/3757] lr: 9.186e-04, eta: 7:03:58, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5430, top5_acc: 0.7617, loss_cls: 2.0208, loss: 2.0208, grad_norm: 7.8741 2020-07-28 13:39:35,514 - mmaction - INFO - Epoch [170][1140/3757] lr: 9.186e-04, eta: 7:03:46, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.5656, top5_acc: 0.7594, loss_cls: 1.9141, loss: 1.9141, grad_norm: 7.6653 2020-07-28 13:39:47,002 - mmaction - INFO - Epoch [170][1160/3757] lr: 9.186e-04, eta: 7:03:33, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5437, top5_acc: 0.7648, loss_cls: 1.9735, loss: 1.9735, grad_norm: 7.8218 2020-07-28 13:39:58,541 - mmaction - INFO - Epoch [170][1180/3757] lr: 9.186e-04, eta: 7:03:20, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.5445, top5_acc: 0.7547, loss_cls: 2.0019, loss: 2.0019, grad_norm: 7.8561 2020-07-28 13:40:09,969 - mmaction - INFO - Epoch [170][1200/3757] lr: 9.186e-04, eta: 7:03:07, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5484, top5_acc: 0.7641, loss_cls: 1.9123, loss: 1.9123, grad_norm: 7.6367 2020-07-28 13:40:21,408 - mmaction - INFO - Epoch [170][1220/3757] lr: 9.186e-04, eta: 7:02:55, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.5703, top5_acc: 0.7664, loss_cls: 1.9150, loss: 1.9150, grad_norm: 7.7079 2020-07-28 13:40:32,924 - mmaction - INFO - Epoch [170][1240/3757] lr: 9.186e-04, eta: 7:02:42, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5648, top5_acc: 0.7664, loss_cls: 1.9377, loss: 1.9377, grad_norm: 7.6441 2020-07-28 13:40:44,201 - mmaction - INFO - Epoch [170][1260/3757] lr: 9.186e-04, eta: 7:02:29, time: 0.564, data_time: 0.001, memory: 5232, top1_acc: 0.5703, top5_acc: 0.7789, loss_cls: 1.8966, loss: 1.8966, grad_norm: 7.7891 2020-07-28 13:40:55,685 - mmaction - INFO - Epoch [170][1280/3757] lr: 9.186e-04, eta: 7:02:16, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.5602, top5_acc: 0.7641, loss_cls: 1.9302, loss: 1.9302, grad_norm: 7.6367 2020-07-28 13:41:07,145 - mmaction - INFO - Epoch [170][1300/3757] lr: 9.186e-04, eta: 7:02:04, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5695, top5_acc: 0.7656, loss_cls: 1.9722, loss: 1.9722, grad_norm: 7.9784 2020-07-28 13:41:18,545 - mmaction - INFO - Epoch [170][1320/3757] lr: 9.186e-04, eta: 7:01:51, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5492, top5_acc: 0.7633, loss_cls: 1.9460, loss: 1.9460, grad_norm: 7.4447 2020-07-28 13:41:30,103 - mmaction - INFO - Epoch [170][1340/3757] lr: 9.186e-04, eta: 7:01:38, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.5383, top5_acc: 0.7711, loss_cls: 1.9702, loss: 1.9702, grad_norm: 7.8542 2020-07-28 13:41:41,518 - mmaction - INFO - Epoch [170][1360/3757] lr: 9.186e-04, eta: 7:01:25, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5664, top5_acc: 0.7773, loss_cls: 1.8964, loss: 1.8964, grad_norm: 7.7459 2020-07-28 13:41:53,009 - mmaction - INFO - Epoch [170][1380/3757] lr: 9.186e-04, eta: 7:01:13, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5563, top5_acc: 0.7625, loss_cls: 1.9314, loss: 1.9314, grad_norm: 7.8869 2020-07-28 13:42:04,390 - mmaction - INFO - Epoch [170][1400/3757] lr: 9.186e-04, eta: 7:01:00, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.5508, top5_acc: 0.7773, loss_cls: 1.9210, loss: 1.9210, grad_norm: 7.7119 2020-07-28 13:42:15,866 - mmaction - INFO - Epoch [170][1420/3757] lr: 9.186e-04, eta: 7:00:47, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5289, top5_acc: 0.7703, loss_cls: 2.0131, loss: 2.0131, grad_norm: 8.0049 2020-07-28 13:42:27,332 - mmaction - INFO - Epoch [170][1440/3757] lr: 9.186e-04, eta: 7:00:35, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.5539, top5_acc: 0.7758, loss_cls: 1.8909, loss: 1.8909, grad_norm: 7.7800 2020-07-28 13:42:38,766 - mmaction - INFO - Epoch [170][1460/3757] lr: 9.186e-04, eta: 7:00:22, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5422, top5_acc: 0.7516, loss_cls: 2.0355, loss: 2.0355, grad_norm: 7.9128 2020-07-28 13:42:50,232 - mmaction - INFO - Epoch [170][1480/3757] lr: 9.186e-04, eta: 7:00:09, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5719, top5_acc: 0.7758, loss_cls: 1.8644, loss: 1.8644, grad_norm: 7.9573 2020-07-28 13:43:01,564 - mmaction - INFO - Epoch [170][1500/3757] lr: 9.186e-04, eta: 6:59:56, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5531, top5_acc: 0.7641, loss_cls: 1.9767, loss: 1.9767, grad_norm: 7.9412 2020-07-28 13:43:12,908 - mmaction - INFO - Epoch [170][1520/3757] lr: 9.186e-04, eta: 6:59:43, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5414, top5_acc: 0.7547, loss_cls: 2.0024, loss: 2.0024, grad_norm: 7.7680 2020-07-28 13:43:24,340 - mmaction - INFO - Epoch [170][1540/3757] lr: 9.186e-04, eta: 6:59:31, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5242, top5_acc: 0.7531, loss_cls: 2.0325, loss: 2.0325, grad_norm: 7.9679 2020-07-28 13:43:35,725 - mmaction - INFO - Epoch [170][1560/3757] lr: 9.186e-04, eta: 6:59:18, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5453, top5_acc: 0.7758, loss_cls: 1.8854, loss: 1.8854, grad_norm: 7.8056 2020-07-28 13:43:47,046 - mmaction - INFO - Epoch [170][1580/3757] lr: 9.186e-04, eta: 6:59:05, time: 0.566, data_time: 0.001, memory: 5232, top1_acc: 0.5422, top5_acc: 0.7711, loss_cls: 1.9614, loss: 1.9614, grad_norm: 7.8215 2020-07-28 13:43:58,473 - mmaction - INFO - Epoch [170][1600/3757] lr: 9.186e-04, eta: 6:58:52, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5531, top5_acc: 0.7547, loss_cls: 1.9798, loss: 1.9798, grad_norm: 7.9398 2020-07-28 13:44:09,912 - mmaction - INFO - Epoch [170][1620/3757] lr: 9.186e-04, eta: 6:58:40, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5742, top5_acc: 0.7773, loss_cls: 1.9018, loss: 1.9018, grad_norm: 7.6830 2020-07-28 13:44:21,815 - mmaction - INFO - Epoch [170][1640/3757] lr: 9.186e-04, eta: 6:58:27, time: 0.594, data_time: 0.028, memory: 5232, top1_acc: 0.5492, top5_acc: 0.7547, loss_cls: 1.9902, loss: 1.9902, grad_norm: 7.9565 2020-07-28 13:44:33,269 - mmaction - INFO - Epoch [170][1660/3757] lr: 9.186e-04, eta: 6:58:14, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5398, top5_acc: 0.7602, loss_cls: 2.0143, loss: 2.0143, grad_norm: 7.6890 2020-07-28 13:44:44,752 - mmaction - INFO - Epoch [170][1680/3757] lr: 9.186e-04, eta: 6:58:02, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5742, top5_acc: 0.7805, loss_cls: 1.8938, loss: 1.8938, grad_norm: 7.7147 2020-07-28 13:44:56,632 - mmaction - INFO - Epoch [170][1700/3757] lr: 9.186e-04, eta: 6:57:49, time: 0.594, data_time: 0.033, memory: 5232, top1_acc: 0.5563, top5_acc: 0.7922, loss_cls: 1.8352, loss: 1.8352, grad_norm: 7.7656 2020-07-28 13:45:08,089 - mmaction - INFO - Epoch [170][1720/3757] lr: 9.186e-04, eta: 6:57:36, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5680, top5_acc: 0.7617, loss_cls: 1.9532, loss: 1.9532, grad_norm: 7.6788 2020-07-28 13:45:19,583 - mmaction - INFO - Epoch [170][1740/3757] lr: 9.186e-04, eta: 6:57:23, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5602, top5_acc: 0.7680, loss_cls: 1.9363, loss: 1.9363, grad_norm: 7.6058 2020-07-28 13:45:30,990 - mmaction - INFO - Epoch [170][1760/3757] lr: 9.186e-04, eta: 6:57:11, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.5414, top5_acc: 0.7594, loss_cls: 1.9946, loss: 1.9946, grad_norm: 7.9572 2020-07-28 13:45:42,460 - mmaction - INFO - Epoch [170][1780/3757] lr: 9.186e-04, eta: 6:56:58, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5461, top5_acc: 0.7555, loss_cls: 2.0288, loss: 2.0288, grad_norm: 8.2002 2020-07-28 13:45:53,945 - mmaction - INFO - Epoch [170][1800/3757] lr: 9.186e-04, eta: 6:56:45, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5281, top5_acc: 0.7523, loss_cls: 2.0919, loss: 2.0919, grad_norm: 8.1050 2020-07-28 13:46:05,348 - mmaction - INFO - Epoch [170][1820/3757] lr: 9.186e-04, eta: 6:56:32, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5437, top5_acc: 0.7617, loss_cls: 1.9516, loss: 1.9516, grad_norm: 7.7050 2020-07-28 13:46:16,763 - mmaction - INFO - Epoch [170][1840/3757] lr: 9.186e-04, eta: 6:56:20, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5477, top5_acc: 0.7617, loss_cls: 2.0160, loss: 2.0160, grad_norm: 8.1479 2020-07-28 13:46:28,271 - mmaction - INFO - Epoch [170][1860/3757] lr: 9.186e-04, eta: 6:56:07, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5469, top5_acc: 0.7852, loss_cls: 1.9036, loss: 1.9036, grad_norm: 7.9179 2020-07-28 13:46:39,708 - mmaction - INFO - Epoch [170][1880/3757] lr: 9.186e-04, eta: 6:55:54, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5430, top5_acc: 0.7664, loss_cls: 1.9658, loss: 1.9658, grad_norm: 7.7315 2020-07-28 13:46:51,133 - mmaction - INFO - Epoch [170][1900/3757] lr: 9.186e-04, eta: 6:55:41, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.5391, top5_acc: 0.7445, loss_cls: 2.0393, loss: 2.0393, grad_norm: 7.8965 2020-07-28 13:47:02,504 - mmaction - INFO - Epoch [170][1920/3757] lr: 9.186e-04, eta: 6:55:29, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5227, top5_acc: 0.7523, loss_cls: 2.0662, loss: 2.0662, grad_norm: 7.9055 2020-07-28 13:47:13,983 - mmaction - INFO - Epoch [170][1940/3757] lr: 9.186e-04, eta: 6:55:16, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5492, top5_acc: 0.7742, loss_cls: 1.9333, loss: 1.9333, grad_norm: 7.6367 2020-07-28 13:47:25,432 - mmaction - INFO - Epoch [170][1960/3757] lr: 9.186e-04, eta: 6:55:03, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5641, top5_acc: 0.7781, loss_cls: 1.8795, loss: 1.8795, grad_norm: 7.7438 2020-07-28 13:47:36,895 - mmaction - INFO - Epoch [170][1980/3757] lr: 9.186e-04, eta: 6:54:50, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5398, top5_acc: 0.7711, loss_cls: 1.9499, loss: 1.9499, grad_norm: 7.8655 2020-07-28 13:47:48,304 - mmaction - INFO - Epoch [170][2000/3757] lr: 9.186e-04, eta: 6:54:38, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5727, top5_acc: 0.7812, loss_cls: 1.8585, loss: 1.8585, grad_norm: 7.6061 2020-07-28 13:47:59,746 - mmaction - INFO - Epoch [170][2020/3757] lr: 9.186e-04, eta: 6:54:25, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5594, top5_acc: 0.7695, loss_cls: 1.8873, loss: 1.8873, grad_norm: 7.7716 2020-07-28 13:48:11,239 - mmaction - INFO - Epoch [170][2040/3757] lr: 9.186e-04, eta: 6:54:12, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5867, top5_acc: 0.7867, loss_cls: 1.8088, loss: 1.8088, grad_norm: 7.6046 2020-07-28 13:48:22,727 - mmaction - INFO - Epoch [170][2060/3757] lr: 9.186e-04, eta: 6:53:59, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5891, top5_acc: 0.7883, loss_cls: 1.7961, loss: 1.7961, grad_norm: 7.4348 2020-07-28 13:48:34,082 - mmaction - INFO - Epoch [170][2080/3757] lr: 9.186e-04, eta: 6:53:47, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5664, top5_acc: 0.7781, loss_cls: 1.9154, loss: 1.9154, grad_norm: 8.0392 2020-07-28 13:48:45,552 - mmaction - INFO - Epoch [170][2100/3757] lr: 9.186e-04, eta: 6:53:34, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5461, top5_acc: 0.7797, loss_cls: 1.9559, loss: 1.9559, grad_norm: 7.7764 2020-07-28 13:48:56,981 - mmaction - INFO - Epoch [170][2120/3757] lr: 9.186e-04, eta: 6:53:21, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5430, top5_acc: 0.7688, loss_cls: 1.9584, loss: 1.9584, grad_norm: 8.2067 2020-07-28 13:49:08,538 - mmaction - INFO - Epoch [170][2140/3757] lr: 9.186e-04, eta: 6:53:08, time: 0.578, data_time: 0.015, memory: 5232, top1_acc: 0.5312, top5_acc: 0.7602, loss_cls: 1.9821, loss: 1.9821, grad_norm: 8.0672 2020-07-28 13:49:20,031 - mmaction - INFO - Epoch [170][2160/3757] lr: 9.186e-04, eta: 6:52:56, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5289, top5_acc: 0.7625, loss_cls: 1.9699, loss: 1.9699, grad_norm: 7.9326 2020-07-28 13:49:31,376 - mmaction - INFO - Epoch [170][2180/3757] lr: 9.186e-04, eta: 6:52:43, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5297, top5_acc: 0.7805, loss_cls: 1.9351, loss: 1.9351, grad_norm: 7.8942 2020-07-28 13:49:42,854 - mmaction - INFO - Epoch [170][2200/3757] lr: 9.186e-04, eta: 6:52:30, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5234, top5_acc: 0.7445, loss_cls: 2.0886, loss: 2.0886, grad_norm: 8.3207 2020-07-28 13:49:54,274 - mmaction - INFO - Epoch [170][2220/3757] lr: 9.186e-04, eta: 6:52:17, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5320, top5_acc: 0.7758, loss_cls: 1.9624, loss: 1.9624, grad_norm: 7.5893 2020-07-28 13:50:05,709 - mmaction - INFO - Epoch [170][2240/3757] lr: 9.186e-04, eta: 6:52:05, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5500, top5_acc: 0.7398, loss_cls: 2.0147, loss: 2.0147, grad_norm: 7.9405 2020-07-28 13:50:17,277 - mmaction - INFO - Epoch [170][2260/3757] lr: 9.186e-04, eta: 6:51:52, time: 0.578, data_time: 0.004, memory: 5232, top1_acc: 0.5367, top5_acc: 0.7461, loss_cls: 2.0424, loss: 2.0424, grad_norm: 7.7669 2020-07-28 13:50:28,570 - mmaction - INFO - Epoch [170][2280/3757] lr: 9.186e-04, eta: 6:51:39, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.5820, top5_acc: 0.7750, loss_cls: 1.8358, loss: 1.8358, grad_norm: 7.4290 2020-07-28 13:50:39,949 - mmaction - INFO - Epoch [170][2300/3757] lr: 9.186e-04, eta: 6:51:26, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.5641, top5_acc: 0.7695, loss_cls: 1.9605, loss: 1.9605, grad_norm: 7.8533 2020-07-28 13:50:51,222 - mmaction - INFO - Epoch [170][2320/3757] lr: 9.186e-04, eta: 6:51:14, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.5727, top5_acc: 0.7805, loss_cls: 1.8513, loss: 1.8513, grad_norm: 7.6463 2020-07-28 13:51:02,517 - mmaction - INFO - Epoch [170][2340/3757] lr: 9.186e-04, eta: 6:51:01, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.5500, top5_acc: 0.7617, loss_cls: 1.9683, loss: 1.9683, grad_norm: 7.9439 2020-07-28 13:51:13,913 - mmaction - INFO - Epoch [170][2360/3757] lr: 9.186e-04, eta: 6:50:48, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5711, top5_acc: 0.7719, loss_cls: 1.8796, loss: 1.8796, grad_norm: 7.7377 2020-07-28 13:51:25,366 - mmaction - INFO - Epoch [170][2380/3757] lr: 9.186e-04, eta: 6:50:35, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5383, top5_acc: 0.7602, loss_cls: 1.9918, loss: 1.9918, grad_norm: 7.6927 2020-07-28 13:51:36,628 - mmaction - INFO - Epoch [170][2400/3757] lr: 9.186e-04, eta: 6:50:23, time: 0.563, data_time: 0.001, memory: 5232, top1_acc: 0.5617, top5_acc: 0.7641, loss_cls: 1.9071, loss: 1.9071, grad_norm: 7.4779 2020-07-28 13:51:48,080 - mmaction - INFO - Epoch [170][2420/3757] lr: 9.186e-04, eta: 6:50:10, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5477, top5_acc: 0.7570, loss_cls: 1.9849, loss: 1.9849, grad_norm: 7.7752 2020-07-28 13:51:59,506 - mmaction - INFO - Epoch [170][2440/3757] lr: 9.186e-04, eta: 6:49:57, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5297, top5_acc: 0.7500, loss_cls: 2.0510, loss: 2.0510, grad_norm: 8.2653 2020-07-28 13:52:10,913 - mmaction - INFO - Epoch [170][2460/3757] lr: 9.186e-04, eta: 6:49:44, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5633, top5_acc: 0.7758, loss_cls: 1.9279, loss: 1.9279, grad_norm: 7.7930 2020-07-28 13:52:22,280 - mmaction - INFO - Epoch [170][2480/3757] lr: 9.186e-04, eta: 6:49:32, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5414, top5_acc: 0.7672, loss_cls: 1.9596, loss: 1.9596, grad_norm: 7.9054 2020-07-28 13:52:33,738 - mmaction - INFO - Epoch [170][2500/3757] lr: 9.186e-04, eta: 6:49:19, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5430, top5_acc: 0.7547, loss_cls: 2.0051, loss: 2.0051, grad_norm: 7.8992 2020-07-28 13:52:45,218 - mmaction - INFO - Epoch [170][2520/3757] lr: 9.186e-04, eta: 6:49:06, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5664, top5_acc: 0.7844, loss_cls: 1.8761, loss: 1.8761, grad_norm: 7.6914 2020-07-28 13:52:56,693 - mmaction - INFO - Epoch [170][2540/3757] lr: 9.186e-04, eta: 6:48:53, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5570, top5_acc: 0.7680, loss_cls: 1.9439, loss: 1.9439, grad_norm: 7.5238 2020-07-28 13:53:08,049 - mmaction - INFO - Epoch [170][2560/3757] lr: 9.186e-04, eta: 6:48:41, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5625, top5_acc: 0.7797, loss_cls: 1.9063, loss: 1.9063, grad_norm: 7.6950 2020-07-28 13:53:19,592 - mmaction - INFO - Epoch [170][2580/3757] lr: 9.186e-04, eta: 6:48:28, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.5336, top5_acc: 0.7539, loss_cls: 2.0337, loss: 2.0337, grad_norm: 8.0139 2020-07-28 13:53:31,022 - mmaction - INFO - Epoch [170][2600/3757] lr: 9.186e-04, eta: 6:48:15, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5188, top5_acc: 0.7477, loss_cls: 2.0399, loss: 2.0399, grad_norm: 7.9159 2020-07-28 13:53:42,477 - mmaction - INFO - Epoch [170][2620/3757] lr: 9.186e-04, eta: 6:48:02, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5383, top5_acc: 0.7555, loss_cls: 2.0403, loss: 2.0403, grad_norm: 7.9007 2020-07-28 13:53:54,280 - mmaction - INFO - Epoch [170][2640/3757] lr: 9.186e-04, eta: 6:47:50, time: 0.590, data_time: 0.025, memory: 5232, top1_acc: 0.5336, top5_acc: 0.7570, loss_cls: 2.0091, loss: 2.0091, grad_norm: 7.8464 2020-07-28 13:54:05,706 - mmaction - INFO - Epoch [170][2660/3757] lr: 9.186e-04, eta: 6:47:37, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5352, top5_acc: 0.7555, loss_cls: 2.0379, loss: 2.0379, grad_norm: 8.1943 2020-07-28 13:54:17,411 - mmaction - INFO - Epoch [170][2680/3757] lr: 9.186e-04, eta: 6:47:24, time: 0.585, data_time: 0.024, memory: 5232, top1_acc: 0.5516, top5_acc: 0.7547, loss_cls: 2.0024, loss: 2.0024, grad_norm: 7.7367 2020-07-28 13:54:29,109 - mmaction - INFO - Epoch [170][2700/3757] lr: 9.186e-04, eta: 6:47:12, time: 0.585, data_time: 0.020, memory: 5232, top1_acc: 0.5500, top5_acc: 0.7562, loss_cls: 2.0187, loss: 2.0187, grad_norm: 7.9326 2020-07-28 13:54:40,802 - mmaction - INFO - Epoch [170][2720/3757] lr: 9.186e-04, eta: 6:46:59, time: 0.585, data_time: 0.022, memory: 5232, top1_acc: 0.5531, top5_acc: 0.7719, loss_cls: 1.9919, loss: 1.9919, grad_norm: 8.0152 2020-07-28 13:54:52,552 - mmaction - INFO - Epoch [170][2740/3757] lr: 9.186e-04, eta: 6:46:46, time: 0.587, data_time: 0.017, memory: 5232, top1_acc: 0.5828, top5_acc: 0.7734, loss_cls: 1.8535, loss: 1.8535, grad_norm: 7.4456 2020-07-28 13:55:04,433 - mmaction - INFO - Epoch [170][2760/3757] lr: 9.186e-04, eta: 6:46:33, time: 0.594, data_time: 0.025, memory: 5232, top1_acc: 0.5406, top5_acc: 0.7523, loss_cls: 2.0009, loss: 2.0009, grad_norm: 7.9859 2020-07-28 13:55:15,852 - mmaction - INFO - Epoch [170][2780/3757] lr: 9.186e-04, eta: 6:46:21, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5687, top5_acc: 0.7750, loss_cls: 1.9237, loss: 1.9237, grad_norm: 8.1170 2020-07-28 13:55:27,333 - mmaction - INFO - Epoch [170][2800/3757] lr: 9.186e-04, eta: 6:46:08, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5469, top5_acc: 0.7797, loss_cls: 1.9490, loss: 1.9490, grad_norm: 7.9528 2020-07-28 13:55:38,983 - mmaction - INFO - Epoch [170][2820/3757] lr: 9.186e-04, eta: 6:45:55, time: 0.582, data_time: 0.018, memory: 5232, top1_acc: 0.5383, top5_acc: 0.7531, loss_cls: 2.0328, loss: 2.0328, grad_norm: 7.8993 2020-07-28 13:55:50,343 - mmaction - INFO - Epoch [170][2840/3757] lr: 9.186e-04, eta: 6:45:42, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.5477, top5_acc: 0.7586, loss_cls: 1.9454, loss: 1.9454, grad_norm: 7.7315 2020-07-28 13:56:01,798 - mmaction - INFO - Epoch [170][2860/3757] lr: 9.186e-04, eta: 6:45:30, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5742, top5_acc: 0.7711, loss_cls: 1.8933, loss: 1.8933, grad_norm: 7.6633 2020-07-28 13:56:13,218 - mmaction - INFO - Epoch [170][2880/3757] lr: 9.186e-04, eta: 6:45:17, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5547, top5_acc: 0.7672, loss_cls: 1.9237, loss: 1.9237, grad_norm: 7.7328 2020-07-28 13:56:24,726 - mmaction - INFO - Epoch [170][2900/3757] lr: 9.186e-04, eta: 6:45:04, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5523, top5_acc: 0.7773, loss_cls: 1.9210, loss: 1.9210, grad_norm: 7.9727 2020-07-28 13:56:36,180 - mmaction - INFO - Epoch [170][2920/3757] lr: 9.186e-04, eta: 6:44:52, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5375, top5_acc: 0.7516, loss_cls: 2.0829, loss: 2.0829, grad_norm: 8.0850 2020-07-28 13:56:47,674 - mmaction - INFO - Epoch [170][2940/3757] lr: 9.186e-04, eta: 6:44:39, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5687, top5_acc: 0.7953, loss_cls: 1.8343, loss: 1.8343, grad_norm: 7.6992 2020-07-28 13:56:59,277 - mmaction - INFO - Epoch [170][2960/3757] lr: 9.186e-04, eta: 6:44:26, time: 0.580, data_time: 0.019, memory: 5232, top1_acc: 0.5297, top5_acc: 0.7492, loss_cls: 2.0395, loss: 2.0395, grad_norm: 8.1909 2020-07-28 13:57:10,842 - mmaction - INFO - Epoch [170][2980/3757] lr: 9.186e-04, eta: 6:44:13, time: 0.578, data_time: 0.013, memory: 5232, top1_acc: 0.5445, top5_acc: 0.7672, loss_cls: 1.9415, loss: 1.9415, grad_norm: 7.9493 2020-07-28 13:57:22,344 - mmaction - INFO - Epoch [170][3000/3757] lr: 9.186e-04, eta: 6:44:01, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.5383, top5_acc: 0.7609, loss_cls: 1.9942, loss: 1.9942, grad_norm: 8.0588 2020-07-28 13:57:33,820 - mmaction - INFO - Epoch [170][3020/3757] lr: 9.186e-04, eta: 6:43:48, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5422, top5_acc: 0.7734, loss_cls: 1.9752, loss: 1.9752, grad_norm: 8.2350 2020-07-28 13:57:45,100 - mmaction - INFO - Epoch [170][3040/3757] lr: 9.186e-04, eta: 6:43:35, time: 0.564, data_time: 0.001, memory: 5232, top1_acc: 0.5703, top5_acc: 0.7703, loss_cls: 1.9079, loss: 1.9079, grad_norm: 7.9966 2020-07-28 13:57:56,472 - mmaction - INFO - Epoch [170][3060/3757] lr: 9.186e-04, eta: 6:43:22, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.5367, top5_acc: 0.7555, loss_cls: 2.0146, loss: 2.0146, grad_norm: 7.9040 2020-07-28 13:58:07,827 - mmaction - INFO - Epoch [170][3080/3757] lr: 9.186e-04, eta: 6:43:10, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5500, top5_acc: 0.7625, loss_cls: 1.9470, loss: 1.9470, grad_norm: 7.6642 2020-07-28 13:58:19,272 - mmaction - INFO - Epoch [170][3100/3757] lr: 9.186e-04, eta: 6:42:57, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5500, top5_acc: 0.7586, loss_cls: 1.9786, loss: 1.9786, grad_norm: 8.0400 2020-07-28 13:58:30,655 - mmaction - INFO - Epoch [170][3120/3757] lr: 9.186e-04, eta: 6:42:44, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.5344, top5_acc: 0.7578, loss_cls: 1.9807, loss: 1.9807, grad_norm: 7.9131 2020-07-28 13:58:42,077 - mmaction - INFO - Epoch [170][3140/3757] lr: 9.186e-04, eta: 6:42:31, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5711, top5_acc: 0.7594, loss_cls: 1.9202, loss: 1.9202, grad_norm: 7.6531 2020-07-28 13:58:53,557 - mmaction - INFO - Epoch [170][3160/3757] lr: 9.186e-04, eta: 6:42:19, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5375, top5_acc: 0.7617, loss_cls: 2.0013, loss: 2.0013, grad_norm: 8.1044 2020-07-28 13:59:05,080 - mmaction - INFO - Epoch [170][3180/3757] lr: 9.186e-04, eta: 6:42:06, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5367, top5_acc: 0.7625, loss_cls: 2.0039, loss: 2.0039, grad_norm: 7.7042 2020-07-28 13:59:16,529 - mmaction - INFO - Epoch [170][3200/3757] lr: 9.186e-04, eta: 6:41:53, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5563, top5_acc: 0.7727, loss_cls: 1.9356, loss: 1.9356, grad_norm: 8.1483 2020-07-28 13:59:27,960 - mmaction - INFO - Epoch [170][3220/3757] lr: 9.186e-04, eta: 6:41:40, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.5563, top5_acc: 0.7703, loss_cls: 1.9471, loss: 1.9471, grad_norm: 7.9784 2020-07-28 13:59:39,466 - mmaction - INFO - Epoch [170][3240/3757] lr: 9.186e-04, eta: 6:41:28, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5625, top5_acc: 0.7711, loss_cls: 1.9137, loss: 1.9137, grad_norm: 7.5895 2020-07-28 13:59:50,930 - mmaction - INFO - Epoch [170][3260/3757] lr: 9.186e-04, eta: 6:41:15, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5492, top5_acc: 0.7672, loss_cls: 1.9934, loss: 1.9934, grad_norm: 8.0464 2020-07-28 14:00:02,435 - mmaction - INFO - Epoch [170][3280/3757] lr: 9.186e-04, eta: 6:41:02, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5586, top5_acc: 0.7680, loss_cls: 1.9224, loss: 1.9224, grad_norm: 7.8207 2020-07-28 14:00:21,498 - mmaction - INFO - Epoch [170][3300/3757] lr: 9.186e-04, eta: 6:40:50, time: 0.938, data_time: 0.005, memory: 5232, top1_acc: 0.5406, top5_acc: 0.7734, loss_cls: 1.9458, loss: 1.9458, grad_norm: 7.9532 2020-07-28 14:00:32,865 - mmaction - INFO - Epoch [170][3320/3757] lr: 9.186e-04, eta: 6:40:37, time: 0.584, data_time: 0.019, memory: 5232, top1_acc: 0.5836, top5_acc: 0.7750, loss_cls: 1.8743, loss: 1.8743, grad_norm: 7.5440 2020-07-28 14:00:44,261 - mmaction - INFO - Epoch [170][3340/3757] lr: 9.186e-04, eta: 6:40:25, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5437, top5_acc: 0.7680, loss_cls: 1.9129, loss: 1.9129, grad_norm: 7.7766 2020-07-28 14:00:55,674 - mmaction - INFO - Epoch [170][3360/3757] lr: 9.186e-04, eta: 6:40:12, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5578, top5_acc: 0.7656, loss_cls: 1.9156, loss: 1.9156, grad_norm: 7.6519 2020-07-28 14:01:06,917 - mmaction - INFO - Epoch [170][3380/3757] lr: 9.186e-04, eta: 6:39:59, time: 0.562, data_time: 0.003, memory: 5232, top1_acc: 0.5711, top5_acc: 0.7711, loss_cls: 1.9034, loss: 1.9034, grad_norm: 7.8664 2020-07-28 14:01:18,356 - mmaction - INFO - Epoch [170][3400/3757] lr: 9.186e-04, eta: 6:39:46, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5383, top5_acc: 0.7539, loss_cls: 2.0366, loss: 2.0366, grad_norm: 8.0894 2020-07-28 14:01:29,737 - mmaction - INFO - Epoch [170][3420/3757] lr: 9.186e-04, eta: 6:39:34, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5453, top5_acc: 0.7711, loss_cls: 1.9378, loss: 1.9378, grad_norm: 7.6175 2020-07-28 14:01:41,108 - mmaction - INFO - Epoch [170][3440/3757] lr: 9.186e-04, eta: 6:39:21, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5422, top5_acc: 0.7477, loss_cls: 1.9545, loss: 1.9545, grad_norm: 7.7924 2020-07-28 14:01:52,500 - mmaction - INFO - Epoch [170][3460/3757] lr: 9.186e-04, eta: 6:39:08, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5445, top5_acc: 0.7750, loss_cls: 1.9775, loss: 1.9775, grad_norm: 8.0714 2020-07-28 14:02:03,830 - mmaction - INFO - Epoch [170][3480/3757] lr: 9.186e-04, eta: 6:38:55, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5312, top5_acc: 0.7508, loss_cls: 2.0470, loss: 2.0470, grad_norm: 7.9772 2020-07-28 14:02:15,310 - mmaction - INFO - Epoch [170][3500/3757] lr: 9.186e-04, eta: 6:38:43, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5789, top5_acc: 0.7680, loss_cls: 1.8401, loss: 1.8401, grad_norm: 7.8918 2020-07-28 14:02:26,691 - mmaction - INFO - Epoch [170][3520/3757] lr: 9.186e-04, eta: 6:38:30, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.5375, top5_acc: 0.7477, loss_cls: 2.0473, loss: 2.0473, grad_norm: 8.0369 2020-07-28 14:02:38,124 - mmaction - INFO - Epoch [170][3540/3757] lr: 9.186e-04, eta: 6:38:17, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5625, top5_acc: 0.7789, loss_cls: 1.8790, loss: 1.8790, grad_norm: 7.9215 2020-07-28 14:02:49,545 - mmaction - INFO - Epoch [170][3560/3757] lr: 9.186e-04, eta: 6:38:04, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5359, top5_acc: 0.7641, loss_cls: 1.9522, loss: 1.9522, grad_norm: 8.0763 2020-07-28 14:03:00,824 - mmaction - INFO - Epoch [170][3580/3757] lr: 9.186e-04, eta: 6:37:52, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.5523, top5_acc: 0.7547, loss_cls: 1.9460, loss: 1.9460, grad_norm: 7.7193 2020-07-28 14:03:12,253 - mmaction - INFO - Epoch [170][3600/3757] lr: 9.186e-04, eta: 6:37:39, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5609, top5_acc: 0.7727, loss_cls: 1.9274, loss: 1.9274, grad_norm: 7.9476 2020-07-28 14:03:23,726 - mmaction - INFO - Epoch [170][3620/3757] lr: 9.186e-04, eta: 6:37:26, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5531, top5_acc: 0.7805, loss_cls: 1.9163, loss: 1.9163, grad_norm: 7.7500 2020-07-28 14:03:35,120 - mmaction - INFO - Epoch [170][3640/3757] lr: 9.186e-04, eta: 6:37:13, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5633, top5_acc: 0.7648, loss_cls: 1.9277, loss: 1.9277, grad_norm: 7.6912 2020-07-28 14:03:46,648 - mmaction - INFO - Epoch [170][3660/3757] lr: 9.186e-04, eta: 6:37:01, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.5484, top5_acc: 0.7477, loss_cls: 2.0023, loss: 2.0023, grad_norm: 7.8667 2020-07-28 14:03:58,076 - mmaction - INFO - Epoch [170][3680/3757] lr: 9.186e-04, eta: 6:36:48, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5586, top5_acc: 0.7625, loss_cls: 1.9304, loss: 1.9304, grad_norm: 7.8712 2020-07-28 14:04:09,557 - mmaction - INFO - Epoch [170][3700/3757] lr: 9.186e-04, eta: 6:36:35, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5656, top5_acc: 0.7758, loss_cls: 1.9536, loss: 1.9536, grad_norm: 7.7001 2020-07-28 14:04:20,928 - mmaction - INFO - Epoch [170][3720/3757] lr: 9.186e-04, eta: 6:36:22, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5695, top5_acc: 0.7750, loss_cls: 1.8707, loss: 1.8707, grad_norm: 7.6276 2020-07-28 14:04:32,461 - mmaction - INFO - Epoch [170][3740/3757] lr: 9.186e-04, eta: 6:36:10, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5398, top5_acc: 0.7680, loss_cls: 1.9986, loss: 1.9986, grad_norm: 7.9794 2020-07-28 14:05:04,948 - mmaction - INFO - Saving checkpoint at 170 epochs 2020-07-28 14:08:17,696 - mmaction - INFO - Epoch [171][20/3757] lr: 7.596e-04, eta: 6:35:59, time: 9.525, data_time: 8.942, memory: 5232, top1_acc: 0.5539, top5_acc: 0.7508, loss_cls: 1.9492, loss: 1.9492, grad_norm: 7.7573 2020-07-28 14:08:29,128 - mmaction - INFO - Epoch [171][40/3757] lr: 7.596e-04, eta: 6:35:46, time: 0.572, data_time: 0.006, memory: 5232, top1_acc: 0.5852, top5_acc: 0.7773, loss_cls: 1.8536, loss: 1.8536, grad_norm: 7.5061 2020-07-28 14:08:40,603 - mmaction - INFO - Epoch [171][60/3757] lr: 7.596e-04, eta: 6:35:33, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5547, top5_acc: 0.7742, loss_cls: 1.9606, loss: 1.9606, grad_norm: 8.0587 2020-07-28 14:08:51,872 - mmaction - INFO - Epoch [171][80/3757] lr: 7.596e-04, eta: 6:35:20, time: 0.564, data_time: 0.001, memory: 5232, top1_acc: 0.5711, top5_acc: 0.7891, loss_cls: 1.8655, loss: 1.8655, grad_norm: 7.7351 2020-07-28 14:09:03,245 - mmaction - INFO - Epoch [171][100/3757] lr: 7.596e-04, eta: 6:35:08, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5602, top5_acc: 0.7719, loss_cls: 1.9164, loss: 1.9164, grad_norm: 8.0013 2020-07-28 14:09:14,637 - mmaction - INFO - Epoch [171][120/3757] lr: 7.596e-04, eta: 6:34:55, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5516, top5_acc: 0.7609, loss_cls: 1.9476, loss: 1.9476, grad_norm: 7.9668 2020-07-28 14:09:25,965 - mmaction - INFO - Epoch [171][140/3757] lr: 7.596e-04, eta: 6:34:42, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5758, top5_acc: 0.7891, loss_cls: 1.8370, loss: 1.8370, grad_norm: 7.6070 2020-07-28 14:09:37,298 - mmaction - INFO - Epoch [171][160/3757] lr: 7.596e-04, eta: 6:34:29, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.5406, top5_acc: 0.7578, loss_cls: 1.9844, loss: 1.9844, grad_norm: 8.0317 2020-07-28 14:09:48,730 - mmaction - INFO - Epoch [171][180/3757] lr: 7.596e-04, eta: 6:34:17, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5484, top5_acc: 0.7789, loss_cls: 1.9179, loss: 1.9179, grad_norm: 8.0127 2020-07-28 14:10:00,058 - mmaction - INFO - Epoch [171][200/3757] lr: 7.596e-04, eta: 6:34:04, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5406, top5_acc: 0.7656, loss_cls: 1.9404, loss: 1.9404, grad_norm: 8.0874 2020-07-28 14:10:11,495 - mmaction - INFO - Epoch [171][220/3757] lr: 7.596e-04, eta: 6:33:51, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5602, top5_acc: 0.7883, loss_cls: 1.8811, loss: 1.8811, grad_norm: 7.9328 2020-07-28 14:10:22,810 - mmaction - INFO - Epoch [171][240/3757] lr: 7.596e-04, eta: 6:33:38, time: 0.566, data_time: 0.001, memory: 5232, top1_acc: 0.5484, top5_acc: 0.7570, loss_cls: 1.9906, loss: 1.9906, grad_norm: 7.9355 2020-07-28 14:10:34,280 - mmaction - INFO - Epoch [171][260/3757] lr: 7.596e-04, eta: 6:33:26, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5516, top5_acc: 0.7664, loss_cls: 1.9370, loss: 1.9370, grad_norm: 7.8494 2020-07-28 14:10:45,644 - mmaction - INFO - Epoch [171][280/3757] lr: 7.596e-04, eta: 6:33:13, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5570, top5_acc: 0.7867, loss_cls: 1.8382, loss: 1.8382, grad_norm: 7.9303 2020-07-28 14:10:57,057 - mmaction - INFO - Epoch [171][300/3757] lr: 7.596e-04, eta: 6:33:00, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.5359, top5_acc: 0.7711, loss_cls: 1.9200, loss: 1.9200, grad_norm: 8.0596 2020-07-28 14:11:08,451 - mmaction - INFO - Epoch [171][320/3757] lr: 7.596e-04, eta: 6:32:47, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5695, top5_acc: 0.7609, loss_cls: 1.9168, loss: 1.9168, grad_norm: 7.8725 2020-07-28 14:11:19,903 - mmaction - INFO - Epoch [171][340/3757] lr: 7.596e-04, eta: 6:32:35, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5469, top5_acc: 0.7664, loss_cls: 1.9580, loss: 1.9580, grad_norm: 7.9410 2020-07-28 14:11:31,280 - mmaction - INFO - Epoch [171][360/3757] lr: 7.596e-04, eta: 6:32:22, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5586, top5_acc: 0.7695, loss_cls: 1.9067, loss: 1.9067, grad_norm: 8.1170 2020-07-28 14:11:42,668 - mmaction - INFO - Epoch [171][380/3757] lr: 7.596e-04, eta: 6:32:09, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5578, top5_acc: 0.7984, loss_cls: 1.8638, loss: 1.8638, grad_norm: 8.2432 2020-07-28 14:11:54,024 - mmaction - INFO - Epoch [171][400/3757] lr: 7.596e-04, eta: 6:31:57, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5453, top5_acc: 0.7602, loss_cls: 1.9422, loss: 1.9422, grad_norm: 8.0857 2020-07-28 14:12:05,464 - mmaction - INFO - Epoch [171][420/3757] lr: 7.596e-04, eta: 6:31:44, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5445, top5_acc: 0.7617, loss_cls: 1.9911, loss: 1.9911, grad_norm: 7.9727 2020-07-28 14:12:16,878 - mmaction - INFO - Epoch [171][440/3757] lr: 7.596e-04, eta: 6:31:31, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5719, top5_acc: 0.7758, loss_cls: 1.8735, loss: 1.8735, grad_norm: 7.6308 2020-07-28 14:12:28,312 - mmaction - INFO - Epoch [171][460/3757] lr: 7.596e-04, eta: 6:31:18, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.5500, top5_acc: 0.7781, loss_cls: 1.9162, loss: 1.9162, grad_norm: 8.0505 2020-07-28 14:12:39,734 - mmaction - INFO - Epoch [171][480/3757] lr: 7.596e-04, eta: 6:31:06, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5398, top5_acc: 0.7570, loss_cls: 2.0000, loss: 2.0000, grad_norm: 8.1953 2020-07-28 14:12:51,185 - mmaction - INFO - Epoch [171][500/3757] lr: 7.596e-04, eta: 6:30:53, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5539, top5_acc: 0.7586, loss_cls: 1.9635, loss: 1.9635, grad_norm: 8.0153 2020-07-28 14:13:02,598 - mmaction - INFO - Epoch [171][520/3757] lr: 7.596e-04, eta: 6:30:40, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5500, top5_acc: 0.7609, loss_cls: 1.9510, loss: 1.9510, grad_norm: 7.8777 2020-07-28 14:13:14,047 - mmaction - INFO - Epoch [171][540/3757] lr: 7.596e-04, eta: 6:30:27, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5539, top5_acc: 0.7664, loss_cls: 1.9533, loss: 1.9533, grad_norm: 7.8544 2020-07-28 14:13:25,474 - mmaction - INFO - Epoch [171][560/3757] lr: 7.596e-04, eta: 6:30:15, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5781, top5_acc: 0.7734, loss_cls: 1.8325, loss: 1.8325, grad_norm: 7.6246 2020-07-28 14:13:36,860 - mmaction - INFO - Epoch [171][580/3757] lr: 7.596e-04, eta: 6:30:02, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.5305, top5_acc: 0.7477, loss_cls: 2.0051, loss: 2.0051, grad_norm: 8.2237 2020-07-28 14:13:48,308 - mmaction - INFO - Epoch [171][600/3757] lr: 7.596e-04, eta: 6:29:49, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5453, top5_acc: 0.7648, loss_cls: 1.9655, loss: 1.9655, grad_norm: 7.7248 2020-07-28 14:13:59,733 - mmaction - INFO - Epoch [171][620/3757] lr: 7.596e-04, eta: 6:29:36, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5687, top5_acc: 0.7711, loss_cls: 1.8817, loss: 1.8817, grad_norm: 8.0085 2020-07-28 14:14:11,161 - mmaction - INFO - Epoch [171][640/3757] lr: 7.596e-04, eta: 6:29:24, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5664, top5_acc: 0.7695, loss_cls: 1.8795, loss: 1.8795, grad_norm: 7.7194 2020-07-28 14:14:22,564 - mmaction - INFO - Epoch [171][660/3757] lr: 7.596e-04, eta: 6:29:11, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5594, top5_acc: 0.7727, loss_cls: 1.9074, loss: 1.9074, grad_norm: 7.9497 2020-07-28 14:14:33,994 - mmaction - INFO - Epoch [171][680/3757] lr: 7.596e-04, eta: 6:28:58, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5430, top5_acc: 0.7461, loss_cls: 2.0232, loss: 2.0232, grad_norm: 8.0801 2020-07-28 14:14:45,409 - mmaction - INFO - Epoch [171][700/3757] lr: 7.596e-04, eta: 6:28:45, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5602, top5_acc: 0.7719, loss_cls: 1.9405, loss: 1.9405, grad_norm: 7.9573 2020-07-28 14:14:56,834 - mmaction - INFO - Epoch [171][720/3757] lr: 7.596e-04, eta: 6:28:33, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5711, top5_acc: 0.7633, loss_cls: 1.8933, loss: 1.8933, grad_norm: 7.7310 2020-07-28 14:15:08,161 - mmaction - INFO - Epoch [171][740/3757] lr: 7.596e-04, eta: 6:28:20, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5422, top5_acc: 0.7766, loss_cls: 1.9224, loss: 1.9224, grad_norm: 8.0735 2020-07-28 14:15:19,598 - mmaction - INFO - Epoch [171][760/3757] lr: 7.596e-04, eta: 6:28:07, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5664, top5_acc: 0.7703, loss_cls: 1.8971, loss: 1.8971, grad_norm: 7.6391 2020-07-28 14:15:31,038 - mmaction - INFO - Epoch [171][780/3757] lr: 7.596e-04, eta: 6:27:54, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5680, top5_acc: 0.7734, loss_cls: 1.8734, loss: 1.8734, grad_norm: 7.6790 2020-07-28 14:15:42,527 - mmaction - INFO - Epoch [171][800/3757] lr: 7.596e-04, eta: 6:27:42, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5781, top5_acc: 0.7633, loss_cls: 1.9378, loss: 1.9378, grad_norm: 7.9359 2020-07-28 14:15:54,017 - mmaction - INFO - Epoch [171][820/3757] lr: 7.596e-04, eta: 6:27:29, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.5672, top5_acc: 0.7828, loss_cls: 1.8637, loss: 1.8637, grad_norm: 7.8632 2020-07-28 14:16:05,459 - mmaction - INFO - Epoch [171][840/3757] lr: 7.596e-04, eta: 6:27:16, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5477, top5_acc: 0.7625, loss_cls: 1.9302, loss: 1.9302, grad_norm: 7.6961 2020-07-28 14:16:16,918 - mmaction - INFO - Epoch [171][860/3757] lr: 7.596e-04, eta: 6:27:03, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5773, top5_acc: 0.7750, loss_cls: 1.8562, loss: 1.8562, grad_norm: 7.5856 2020-07-28 14:16:28,311 - mmaction - INFO - Epoch [171][880/3757] lr: 7.596e-04, eta: 6:26:51, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5398, top5_acc: 0.7656, loss_cls: 2.0027, loss: 2.0027, grad_norm: 8.0095 2020-07-28 14:16:39,726 - mmaction - INFO - Epoch [171][900/3757] lr: 7.596e-04, eta: 6:26:38, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5523, top5_acc: 0.7727, loss_cls: 1.9421, loss: 1.9421, grad_norm: 8.1359 2020-07-28 14:16:51,050 - mmaction - INFO - Epoch [171][920/3757] lr: 7.596e-04, eta: 6:26:25, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5703, top5_acc: 0.7727, loss_cls: 1.8736, loss: 1.8736, grad_norm: 7.6575 2020-07-28 14:17:02,502 - mmaction - INFO - Epoch [171][940/3757] lr: 7.596e-04, eta: 6:26:12, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5539, top5_acc: 0.7539, loss_cls: 1.9998, loss: 1.9998, grad_norm: 7.9893 2020-07-28 14:17:13,895 - mmaction - INFO - Epoch [171][960/3757] lr: 7.596e-04, eta: 6:26:00, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5656, top5_acc: 0.7781, loss_cls: 1.9124, loss: 1.9124, grad_norm: 7.7073 2020-07-28 14:17:25,362 - mmaction - INFO - Epoch [171][980/3757] lr: 7.596e-04, eta: 6:25:47, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5352, top5_acc: 0.7734, loss_cls: 1.9441, loss: 1.9441, grad_norm: 8.0585 2020-07-28 14:17:36,828 - mmaction - INFO - Epoch [171][1000/3757] lr: 7.596e-04, eta: 6:25:34, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5617, top5_acc: 0.7727, loss_cls: 1.9479, loss: 1.9479, grad_norm: 7.8502 2020-07-28 14:17:48,331 - mmaction - INFO - Epoch [171][1020/3757] lr: 7.596e-04, eta: 6:25:22, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5547, top5_acc: 0.7688, loss_cls: 1.9140, loss: 1.9140, grad_norm: 7.8878 2020-07-28 14:17:59,983 - mmaction - INFO - Epoch [171][1040/3757] lr: 7.596e-04, eta: 6:25:09, time: 0.583, data_time: 0.023, memory: 5232, top1_acc: 0.5422, top5_acc: 0.7531, loss_cls: 1.9659, loss: 1.9659, grad_norm: 7.8902 2020-07-28 14:18:11,318 - mmaction - INFO - Epoch [171][1060/3757] lr: 7.596e-04, eta: 6:24:56, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5477, top5_acc: 0.7602, loss_cls: 1.9732, loss: 1.9732, grad_norm: 8.1527 2020-07-28 14:18:22,761 - mmaction - INFO - Epoch [171][1080/3757] lr: 7.596e-04, eta: 6:24:43, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5742, top5_acc: 0.7648, loss_cls: 1.9298, loss: 1.9298, grad_norm: 7.9104 2020-07-28 14:18:34,248 - mmaction - INFO - Epoch [171][1100/3757] lr: 7.596e-04, eta: 6:24:31, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.5555, top5_acc: 0.7727, loss_cls: 1.9384, loss: 1.9384, grad_norm: 7.8959 2020-07-28 14:18:45,694 - mmaction - INFO - Epoch [171][1120/3757] lr: 7.596e-04, eta: 6:24:18, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5547, top5_acc: 0.7711, loss_cls: 1.9378, loss: 1.9378, grad_norm: 7.9915 2020-07-28 14:18:57,068 - mmaction - INFO - Epoch [171][1140/3757] lr: 7.596e-04, eta: 6:24:05, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5422, top5_acc: 0.7664, loss_cls: 1.9293, loss: 1.9293, grad_norm: 7.7455 2020-07-28 14:19:08,463 - mmaction - INFO - Epoch [171][1160/3757] lr: 7.596e-04, eta: 6:23:52, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5766, top5_acc: 0.7727, loss_cls: 1.8987, loss: 1.8987, grad_norm: 7.6403 2020-07-28 14:19:19,937 - mmaction - INFO - Epoch [171][1180/3757] lr: 7.596e-04, eta: 6:23:40, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5859, top5_acc: 0.7773, loss_cls: 1.8582, loss: 1.8582, grad_norm: 7.7166 2020-07-28 14:19:31,368 - mmaction - INFO - Epoch [171][1200/3757] lr: 7.596e-04, eta: 6:23:27, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5680, top5_acc: 0.7641, loss_cls: 1.9608, loss: 1.9608, grad_norm: 8.0199 2020-07-28 14:19:42,850 - mmaction - INFO - Epoch [171][1220/3757] lr: 7.596e-04, eta: 6:23:14, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5773, top5_acc: 0.7914, loss_cls: 1.8240, loss: 1.8240, grad_norm: 7.5312 2020-07-28 14:19:54,248 - mmaction - INFO - Epoch [171][1240/3757] lr: 7.596e-04, eta: 6:23:01, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.5578, top5_acc: 0.7758, loss_cls: 1.8997, loss: 1.8997, grad_norm: 7.8248 2020-07-28 14:20:05,684 - mmaction - INFO - Epoch [171][1260/3757] lr: 7.596e-04, eta: 6:22:49, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5445, top5_acc: 0.7758, loss_cls: 1.9022, loss: 1.9022, grad_norm: 7.8590 2020-07-28 14:20:17,183 - mmaction - INFO - Epoch [171][1280/3757] lr: 7.596e-04, eta: 6:22:36, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5531, top5_acc: 0.7648, loss_cls: 1.9364, loss: 1.9364, grad_norm: 7.7549 2020-07-28 14:20:28,641 - mmaction - INFO - Epoch [171][1300/3757] lr: 7.596e-04, eta: 6:22:23, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5602, top5_acc: 0.7633, loss_cls: 1.9203, loss: 1.9203, grad_norm: 7.8574 2020-07-28 14:20:40,087 - mmaction - INFO - Epoch [171][1320/3757] lr: 7.596e-04, eta: 6:22:10, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5437, top5_acc: 0.7672, loss_cls: 1.9248, loss: 1.9248, grad_norm: 7.9021 2020-07-28 14:20:51,524 - mmaction - INFO - Epoch [171][1340/3757] lr: 7.596e-04, eta: 6:21:58, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5242, top5_acc: 0.7727, loss_cls: 2.0058, loss: 2.0058, grad_norm: 8.0719 2020-07-28 14:21:02,965 - mmaction - INFO - Epoch [171][1360/3757] lr: 7.596e-04, eta: 6:21:45, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5570, top5_acc: 0.7719, loss_cls: 1.9359, loss: 1.9359, grad_norm: 7.7878 2020-07-28 14:21:14,416 - mmaction - INFO - Epoch [171][1380/3757] lr: 7.596e-04, eta: 6:21:32, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.5680, top5_acc: 0.7656, loss_cls: 1.9068, loss: 1.9068, grad_norm: 7.7900 2020-07-28 14:21:25,882 - mmaction - INFO - Epoch [171][1400/3757] lr: 7.596e-04, eta: 6:21:19, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5883, top5_acc: 0.7734, loss_cls: 1.8368, loss: 1.8368, grad_norm: 7.8074 2020-07-28 14:21:37,412 - mmaction - INFO - Epoch [171][1420/3757] lr: 7.596e-04, eta: 6:21:07, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5859, top5_acc: 0.7812, loss_cls: 1.8455, loss: 1.8455, grad_norm: 7.8335 2020-07-28 14:21:48,741 - mmaction - INFO - Epoch [171][1440/3757] lr: 7.596e-04, eta: 6:20:54, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5375, top5_acc: 0.7617, loss_cls: 2.0005, loss: 2.0005, grad_norm: 8.0049 2020-07-28 14:22:00,160 - mmaction - INFO - Epoch [171][1460/3757] lr: 7.596e-04, eta: 6:20:41, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5734, top5_acc: 0.7719, loss_cls: 1.9460, loss: 1.9460, grad_norm: 7.8683 2020-07-28 14:22:11,694 - mmaction - INFO - Epoch [171][1480/3757] lr: 7.596e-04, eta: 6:20:29, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.5547, top5_acc: 0.7719, loss_cls: 1.9052, loss: 1.9052, grad_norm: 7.8228 2020-07-28 14:22:23,161 - mmaction - INFO - Epoch [171][1500/3757] lr: 7.596e-04, eta: 6:20:16, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5711, top5_acc: 0.7750, loss_cls: 1.8946, loss: 1.8946, grad_norm: 7.8386 2020-07-28 14:22:34,647 - mmaction - INFO - Epoch [171][1520/3757] lr: 7.596e-04, eta: 6:20:03, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.5539, top5_acc: 0.7594, loss_cls: 1.9423, loss: 1.9423, grad_norm: 7.8318 2020-07-28 14:22:46,014 - mmaction - INFO - Epoch [171][1540/3757] lr: 7.596e-04, eta: 6:19:50, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5609, top5_acc: 0.7641, loss_cls: 1.9360, loss: 1.9360, grad_norm: 7.9484 2020-07-28 14:22:57,420 - mmaction - INFO - Epoch [171][1560/3757] lr: 7.596e-04, eta: 6:19:38, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5594, top5_acc: 0.7641, loss_cls: 1.8917, loss: 1.8917, grad_norm: 7.8210 2020-07-28 14:23:08,831 - mmaction - INFO - Epoch [171][1580/3757] lr: 7.596e-04, eta: 6:19:25, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5523, top5_acc: 0.7539, loss_cls: 1.9782, loss: 1.9782, grad_norm: 7.9513 2020-07-28 14:23:20,370 - mmaction - INFO - Epoch [171][1600/3757] lr: 7.596e-04, eta: 6:19:12, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.5461, top5_acc: 0.7641, loss_cls: 1.9642, loss: 1.9642, grad_norm: 7.9218 2020-07-28 14:23:31,741 - mmaction - INFO - Epoch [171][1620/3757] lr: 7.596e-04, eta: 6:18:59, time: 0.568, data_time: 0.001, memory: 5232, top1_acc: 0.5664, top5_acc: 0.7680, loss_cls: 1.9572, loss: 1.9572, grad_norm: 8.0080 2020-07-28 14:23:43,202 - mmaction - INFO - Epoch [171][1640/3757] lr: 7.596e-04, eta: 6:18:47, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5711, top5_acc: 0.7820, loss_cls: 1.8562, loss: 1.8562, grad_norm: 7.6358 2020-07-28 14:23:54,661 - mmaction - INFO - Epoch [171][1660/3757] lr: 7.596e-04, eta: 6:18:34, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5695, top5_acc: 0.7695, loss_cls: 1.8894, loss: 1.8894, grad_norm: 7.6652 2020-07-28 14:24:06,120 - mmaction - INFO - Epoch [171][1680/3757] lr: 7.596e-04, eta: 6:18:21, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5594, top5_acc: 0.7555, loss_cls: 1.9630, loss: 1.9630, grad_norm: 8.0938 2020-07-28 14:24:17,556 - mmaction - INFO - Epoch [171][1700/3757] lr: 7.596e-04, eta: 6:18:08, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5766, top5_acc: 0.7758, loss_cls: 1.9203, loss: 1.9203, grad_norm: 7.8038 2020-07-28 14:24:29,057 - mmaction - INFO - Epoch [171][1720/3757] lr: 7.596e-04, eta: 6:17:56, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5453, top5_acc: 0.7602, loss_cls: 1.9689, loss: 1.9689, grad_norm: 8.1892 2020-07-28 14:24:40,529 - mmaction - INFO - Epoch [171][1740/3757] lr: 7.596e-04, eta: 6:17:43, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.5641, top5_acc: 0.7805, loss_cls: 1.9144, loss: 1.9144, grad_norm: 7.7756 2020-07-28 14:24:52,021 - mmaction - INFO - Epoch [171][1760/3757] lr: 7.596e-04, eta: 6:17:30, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5695, top5_acc: 0.7859, loss_cls: 1.8612, loss: 1.8612, grad_norm: 7.5473 2020-07-28 14:25:03,474 - mmaction - INFO - Epoch [171][1780/3757] lr: 7.596e-04, eta: 6:17:18, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5641, top5_acc: 0.7703, loss_cls: 1.8836, loss: 1.8836, grad_norm: 7.5924 2020-07-28 14:25:14,879 - mmaction - INFO - Epoch [171][1800/3757] lr: 7.596e-04, eta: 6:17:05, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5602, top5_acc: 0.7797, loss_cls: 1.9180, loss: 1.9180, grad_norm: 7.9174 2020-07-28 14:25:26,258 - mmaction - INFO - Epoch [171][1820/3757] lr: 7.596e-04, eta: 6:16:52, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5500, top5_acc: 0.7711, loss_cls: 1.9272, loss: 1.9272, grad_norm: 8.0392 2020-07-28 14:25:37,692 - mmaction - INFO - Epoch [171][1840/3757] lr: 7.596e-04, eta: 6:16:39, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5523, top5_acc: 0.7500, loss_cls: 2.0085, loss: 2.0085, grad_norm: 8.1079 2020-07-28 14:25:49,127 - mmaction - INFO - Epoch [171][1860/3757] lr: 7.596e-04, eta: 6:16:27, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5469, top5_acc: 0.7805, loss_cls: 1.9221, loss: 1.9221, grad_norm: 8.0255 2020-07-28 14:26:00,492 - mmaction - INFO - Epoch [171][1880/3757] lr: 7.596e-04, eta: 6:16:14, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5617, top5_acc: 0.7625, loss_cls: 1.9405, loss: 1.9405, grad_norm: 7.8346 2020-07-28 14:26:12,069 - mmaction - INFO - Epoch [171][1900/3757] lr: 7.596e-04, eta: 6:16:01, time: 0.578, data_time: 0.015, memory: 5232, top1_acc: 0.5555, top5_acc: 0.7648, loss_cls: 1.9551, loss: 1.9551, grad_norm: 8.1204 2020-07-28 14:26:23,591 - mmaction - INFO - Epoch [171][1920/3757] lr: 7.596e-04, eta: 6:15:48, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5484, top5_acc: 0.7516, loss_cls: 2.0404, loss: 2.0404, grad_norm: 8.2355 2020-07-28 14:26:34,967 - mmaction - INFO - Epoch [171][1940/3757] lr: 7.596e-04, eta: 6:15:36, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5539, top5_acc: 0.7797, loss_cls: 1.8788, loss: 1.8788, grad_norm: 7.7878 2020-07-28 14:26:46,382 - mmaction - INFO - Epoch [171][1960/3757] lr: 7.596e-04, eta: 6:15:23, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5383, top5_acc: 0.7672, loss_cls: 1.9706, loss: 1.9706, grad_norm: 7.7889 2020-07-28 14:26:57,774 - mmaction - INFO - Epoch [171][1980/3757] lr: 7.596e-04, eta: 6:15:10, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5781, top5_acc: 0.7883, loss_cls: 1.8296, loss: 1.8296, grad_norm: 7.5556 2020-07-28 14:27:09,190 - mmaction - INFO - Epoch [171][2000/3757] lr: 7.596e-04, eta: 6:14:57, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5273, top5_acc: 0.7617, loss_cls: 2.0262, loss: 2.0262, grad_norm: 8.1523 2020-07-28 14:27:20,682 - mmaction - INFO - Epoch [171][2020/3757] lr: 7.596e-04, eta: 6:14:45, time: 0.574, data_time: 0.010, memory: 5232, top1_acc: 0.5539, top5_acc: 0.7516, loss_cls: 1.9694, loss: 1.9694, grad_norm: 8.0055 2020-07-28 14:27:32,087 - mmaction - INFO - Epoch [171][2040/3757] lr: 7.596e-04, eta: 6:14:32, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5398, top5_acc: 0.7711, loss_cls: 1.9848, loss: 1.9848, grad_norm: 7.9438 2020-07-28 14:27:43,505 - mmaction - INFO - Epoch [171][2060/3757] lr: 7.596e-04, eta: 6:14:19, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5539, top5_acc: 0.7664, loss_cls: 1.9948, loss: 1.9948, grad_norm: 8.0679 2020-07-28 14:27:54,915 - mmaction - INFO - Epoch [171][2080/3757] lr: 7.596e-04, eta: 6:14:06, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5250, top5_acc: 0.7758, loss_cls: 1.9759, loss: 1.9759, grad_norm: 7.9970 2020-07-28 14:28:06,259 - mmaction - INFO - Epoch [171][2100/3757] lr: 7.596e-04, eta: 6:13:54, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5492, top5_acc: 0.7625, loss_cls: 1.9396, loss: 1.9396, grad_norm: 7.8654 2020-07-28 14:28:18,136 - mmaction - INFO - Epoch [171][2120/3757] lr: 7.596e-04, eta: 6:13:41, time: 0.594, data_time: 0.024, memory: 5232, top1_acc: 0.5602, top5_acc: 0.7539, loss_cls: 2.0015, loss: 2.0015, grad_norm: 8.0903 2020-07-28 14:28:29,941 - mmaction - INFO - Epoch [171][2140/3757] lr: 7.596e-04, eta: 6:13:28, time: 0.590, data_time: 0.017, memory: 5232, top1_acc: 0.5281, top5_acc: 0.7617, loss_cls: 2.0133, loss: 2.0133, grad_norm: 8.2791 2020-07-28 14:28:41,661 - mmaction - INFO - Epoch [171][2160/3757] lr: 7.596e-04, eta: 6:13:16, time: 0.586, data_time: 0.020, memory: 5232, top1_acc: 0.5625, top5_acc: 0.7648, loss_cls: 1.9923, loss: 1.9923, grad_norm: 8.0267 2020-07-28 14:28:53,295 - mmaction - INFO - Epoch [171][2180/3757] lr: 7.596e-04, eta: 6:13:03, time: 0.582, data_time: 0.018, memory: 5232, top1_acc: 0.5820, top5_acc: 0.7875, loss_cls: 1.8288, loss: 1.8288, grad_norm: 7.6622 2020-07-28 14:29:05,187 - mmaction - INFO - Epoch [171][2200/3757] lr: 7.596e-04, eta: 6:12:50, time: 0.594, data_time: 0.022, memory: 5232, top1_acc: 0.5258, top5_acc: 0.7492, loss_cls: 2.0523, loss: 2.0523, grad_norm: 8.4527 2020-07-28 14:29:16,727 - mmaction - INFO - Epoch [171][2220/3757] lr: 7.596e-04, eta: 6:12:37, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.5367, top5_acc: 0.7617, loss_cls: 2.0362, loss: 2.0362, grad_norm: 8.1521 2020-07-28 14:29:28,450 - mmaction - INFO - Epoch [171][2240/3757] lr: 7.596e-04, eta: 6:12:25, time: 0.586, data_time: 0.023, memory: 5232, top1_acc: 0.5523, top5_acc: 0.7812, loss_cls: 1.8613, loss: 1.8613, grad_norm: 8.0527 2020-07-28 14:29:39,883 - mmaction - INFO - Epoch [171][2260/3757] lr: 7.596e-04, eta: 6:12:12, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5258, top5_acc: 0.7586, loss_cls: 2.0018, loss: 2.0018, grad_norm: 8.1024 2020-07-28 14:29:51,255 - mmaction - INFO - Epoch [171][2280/3757] lr: 7.596e-04, eta: 6:11:59, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5336, top5_acc: 0.7477, loss_cls: 2.0082, loss: 2.0082, grad_norm: 8.3047 2020-07-28 14:30:02,693 - mmaction - INFO - Epoch [171][2300/3757] lr: 7.596e-04, eta: 6:11:47, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5586, top5_acc: 0.7758, loss_cls: 1.8842, loss: 1.8842, grad_norm: 7.9279 2020-07-28 14:30:13,996 - mmaction - INFO - Epoch [171][2320/3757] lr: 7.596e-04, eta: 6:11:34, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.5508, top5_acc: 0.7531, loss_cls: 1.9581, loss: 1.9581, grad_norm: 8.0548 2020-07-28 14:30:25,713 - mmaction - INFO - Epoch [171][2340/3757] lr: 7.596e-04, eta: 6:11:21, time: 0.586, data_time: 0.017, memory: 5232, top1_acc: 0.5594, top5_acc: 0.7680, loss_cls: 1.9317, loss: 1.9317, grad_norm: 7.8601 2020-07-28 14:30:37,199 - mmaction - INFO - Epoch [171][2360/3757] lr: 7.596e-04, eta: 6:11:08, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5586, top5_acc: 0.7547, loss_cls: 1.9545, loss: 1.9545, grad_norm: 7.8653 2020-07-28 14:30:48,636 - mmaction - INFO - Epoch [171][2380/3757] lr: 7.596e-04, eta: 6:10:56, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5445, top5_acc: 0.7758, loss_cls: 1.9565, loss: 1.9565, grad_norm: 8.2973 2020-07-28 14:31:00,033 - mmaction - INFO - Epoch [171][2400/3757] lr: 7.596e-04, eta: 6:10:43, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.5523, top5_acc: 0.7664, loss_cls: 1.9618, loss: 1.9618, grad_norm: 8.1091 2020-07-28 14:31:11,780 - mmaction - INFO - Epoch [171][2420/3757] lr: 7.596e-04, eta: 6:10:30, time: 0.587, data_time: 0.027, memory: 5232, top1_acc: 0.5648, top5_acc: 0.7711, loss_cls: 1.9025, loss: 1.9025, grad_norm: 7.8863 2020-07-28 14:31:23,189 - mmaction - INFO - Epoch [171][2440/3757] lr: 7.596e-04, eta: 6:10:17, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5578, top5_acc: 0.7602, loss_cls: 1.9738, loss: 1.9738, grad_norm: 8.1807 2020-07-28 14:31:34,573 - mmaction - INFO - Epoch [171][2460/3757] lr: 7.596e-04, eta: 6:10:05, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5617, top5_acc: 0.7695, loss_cls: 1.9143, loss: 1.9143, grad_norm: 7.9505 2020-07-28 14:31:46,033 - mmaction - INFO - Epoch [171][2480/3757] lr: 7.596e-04, eta: 6:09:52, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5219, top5_acc: 0.7617, loss_cls: 2.0288, loss: 2.0288, grad_norm: 8.2383 2020-07-28 14:31:57,433 - mmaction - INFO - Epoch [171][2500/3757] lr: 7.596e-04, eta: 6:09:39, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5336, top5_acc: 0.7477, loss_cls: 2.0115, loss: 2.0115, grad_norm: 8.0893 2020-07-28 14:32:08,839 - mmaction - INFO - Epoch [171][2520/3757] lr: 7.596e-04, eta: 6:09:27, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5500, top5_acc: 0.7742, loss_cls: 1.9623, loss: 1.9623, grad_norm: 8.1453 2020-07-28 14:32:20,189 - mmaction - INFO - Epoch [171][2540/3757] lr: 7.596e-04, eta: 6:09:14, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5758, top5_acc: 0.7781, loss_cls: 1.8893, loss: 1.8893, grad_norm: 7.8408 2020-07-28 14:32:31,599 - mmaction - INFO - Epoch [171][2560/3757] lr: 7.596e-04, eta: 6:09:01, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5695, top5_acc: 0.7711, loss_cls: 1.9451, loss: 1.9451, grad_norm: 8.3585 2020-07-28 14:32:43,131 - mmaction - INFO - Epoch [171][2580/3757] lr: 7.596e-04, eta: 6:08:48, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.5570, top5_acc: 0.7695, loss_cls: 1.9213, loss: 1.9213, grad_norm: 8.0042 2020-07-28 14:32:54,595 - mmaction - INFO - Epoch [171][2600/3757] lr: 7.596e-04, eta: 6:08:36, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5523, top5_acc: 0.7797, loss_cls: 1.8572, loss: 1.8572, grad_norm: 7.8477 2020-07-28 14:33:06,073 - mmaction - INFO - Epoch [171][2620/3757] lr: 7.596e-04, eta: 6:08:23, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5453, top5_acc: 0.7586, loss_cls: 1.9649, loss: 1.9649, grad_norm: 7.9171 2020-07-28 14:33:17,507 - mmaction - INFO - Epoch [171][2640/3757] lr: 7.596e-04, eta: 6:08:10, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5516, top5_acc: 0.7695, loss_cls: 1.9822, loss: 1.9822, grad_norm: 7.9841 2020-07-28 14:33:28,922 - mmaction - INFO - Epoch [171][2660/3757] lr: 7.596e-04, eta: 6:07:57, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5398, top5_acc: 0.7547, loss_cls: 1.9755, loss: 1.9755, grad_norm: 8.0660 2020-07-28 14:33:40,392 - mmaction - INFO - Epoch [171][2680/3757] lr: 7.596e-04, eta: 6:07:45, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5414, top5_acc: 0.7625, loss_cls: 2.0062, loss: 2.0062, grad_norm: 8.0615 2020-07-28 14:33:51,884 - mmaction - INFO - Epoch [171][2700/3757] lr: 7.596e-04, eta: 6:07:32, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5617, top5_acc: 0.7750, loss_cls: 1.8758, loss: 1.8758, grad_norm: 7.8997 2020-07-28 14:34:03,264 - mmaction - INFO - Epoch [171][2720/3757] lr: 7.596e-04, eta: 6:07:19, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5602, top5_acc: 0.7867, loss_cls: 1.9016, loss: 1.9016, grad_norm: 7.9700 2020-07-28 14:34:14,724 - mmaction - INFO - Epoch [171][2740/3757] lr: 7.596e-04, eta: 6:07:06, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5789, top5_acc: 0.7805, loss_cls: 1.8713, loss: 1.8713, grad_norm: 7.7199 2020-07-28 14:34:26,157 - mmaction - INFO - Epoch [171][2760/3757] lr: 7.596e-04, eta: 6:06:54, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.5328, top5_acc: 0.7633, loss_cls: 1.9936, loss: 1.9936, grad_norm: 8.3482 2020-07-28 14:34:37,542 - mmaction - INFO - Epoch [171][2780/3757] lr: 7.596e-04, eta: 6:06:41, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5383, top5_acc: 0.7570, loss_cls: 1.9967, loss: 1.9967, grad_norm: 8.0949 2020-07-28 14:34:49,003 - mmaction - INFO - Epoch [171][2800/3757] lr: 7.596e-04, eta: 6:06:28, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5625, top5_acc: 0.7711, loss_cls: 1.9751, loss: 1.9751, grad_norm: 8.1687 2020-07-28 14:35:00,418 - mmaction - INFO - Epoch [171][2820/3757] lr: 7.596e-04, eta: 6:06:16, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5570, top5_acc: 0.7711, loss_cls: 1.8945, loss: 1.8945, grad_norm: 7.8250 2020-07-28 14:35:11,927 - mmaction - INFO - Epoch [171][2840/3757] lr: 7.596e-04, eta: 6:06:03, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5695, top5_acc: 0.7703, loss_cls: 1.9325, loss: 1.9325, grad_norm: 8.1396 2020-07-28 14:35:23,351 - mmaction - INFO - Epoch [171][2860/3757] lr: 7.596e-04, eta: 6:05:50, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5570, top5_acc: 0.7633, loss_cls: 1.9576, loss: 1.9576, grad_norm: 8.2852 2020-07-28 14:35:34,892 - mmaction - INFO - Epoch [171][2880/3757] lr: 7.596e-04, eta: 6:05:37, time: 0.577, data_time: 0.015, memory: 5232, top1_acc: 0.5492, top5_acc: 0.7680, loss_cls: 1.9375, loss: 1.9375, grad_norm: 7.9332 2020-07-28 14:35:46,370 - mmaction - INFO - Epoch [171][2900/3757] lr: 7.596e-04, eta: 6:05:25, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5477, top5_acc: 0.7523, loss_cls: 1.9967, loss: 1.9967, grad_norm: 7.9097 2020-07-28 14:35:57,758 - mmaction - INFO - Epoch [171][2920/3757] lr: 7.596e-04, eta: 6:05:12, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5680, top5_acc: 0.7664, loss_cls: 1.8954, loss: 1.8954, grad_norm: 7.8184 2020-07-28 14:36:09,169 - mmaction - INFO - Epoch [171][2940/3757] lr: 7.596e-04, eta: 6:04:59, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5336, top5_acc: 0.7539, loss_cls: 2.0400, loss: 2.0400, grad_norm: 8.0159 2020-07-28 14:36:20,534 - mmaction - INFO - Epoch [171][2960/3757] lr: 7.596e-04, eta: 6:04:46, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5461, top5_acc: 0.7602, loss_cls: 1.9893, loss: 1.9893, grad_norm: 7.8394 2020-07-28 14:36:31,945 - mmaction - INFO - Epoch [171][2980/3757] lr: 7.596e-04, eta: 6:04:34, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5711, top5_acc: 0.7844, loss_cls: 1.8239, loss: 1.8239, grad_norm: 7.6987 2020-07-28 14:36:43,352 - mmaction - INFO - Epoch [171][3000/3757] lr: 7.596e-04, eta: 6:04:21, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5508, top5_acc: 0.7633, loss_cls: 1.9693, loss: 1.9693, grad_norm: 8.0379 2020-07-28 14:36:54,798 - mmaction - INFO - Epoch [171][3020/3757] lr: 7.596e-04, eta: 6:04:08, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5625, top5_acc: 0.7758, loss_cls: 1.8834, loss: 1.8834, grad_norm: 7.9343 2020-07-28 14:37:06,284 - mmaction - INFO - Epoch [171][3040/3757] lr: 7.596e-04, eta: 6:03:56, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5625, top5_acc: 0.7664, loss_cls: 1.9099, loss: 1.9099, grad_norm: 7.9567 2020-07-28 14:37:17,759 - mmaction - INFO - Epoch [171][3060/3757] lr: 7.596e-04, eta: 6:03:43, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.5367, top5_acc: 0.7555, loss_cls: 1.9676, loss: 1.9676, grad_norm: 7.9135 2020-07-28 14:37:29,144 - mmaction - INFO - Epoch [171][3080/3757] lr: 7.596e-04, eta: 6:03:30, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5352, top5_acc: 0.7500, loss_cls: 2.0193, loss: 2.0193, grad_norm: 8.0588 2020-07-28 14:37:40,607 - mmaction - INFO - Epoch [171][3100/3757] lr: 7.596e-04, eta: 6:03:17, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5516, top5_acc: 0.7656, loss_cls: 1.9722, loss: 1.9722, grad_norm: 7.9894 2020-07-28 14:37:52,081 - mmaction - INFO - Epoch [171][3120/3757] lr: 7.596e-04, eta: 6:03:05, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5664, top5_acc: 0.7664, loss_cls: 1.9061, loss: 1.9061, grad_norm: 7.8665 2020-07-28 14:38:03,495 - mmaction - INFO - Epoch [171][3140/3757] lr: 7.596e-04, eta: 6:02:52, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5406, top5_acc: 0.7508, loss_cls: 1.9862, loss: 1.9862, grad_norm: 8.1189 2020-07-28 14:38:14,950 - mmaction - INFO - Epoch [171][3160/3757] lr: 7.596e-04, eta: 6:02:39, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5492, top5_acc: 0.7680, loss_cls: 1.8759, loss: 1.8759, grad_norm: 7.8187 2020-07-28 14:38:26,375 - mmaction - INFO - Epoch [171][3180/3757] lr: 7.596e-04, eta: 6:02:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5578, top5_acc: 0.7672, loss_cls: 1.9057, loss: 1.9057, grad_norm: 8.1020 2020-07-28 14:38:37,748 - mmaction - INFO - Epoch [171][3200/3757] lr: 7.596e-04, eta: 6:02:14, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.5617, top5_acc: 0.7594, loss_cls: 1.9991, loss: 1.9991, grad_norm: 8.1150 2020-07-28 14:38:49,258 - mmaction - INFO - Epoch [171][3220/3757] lr: 7.596e-04, eta: 6:02:01, time: 0.575, data_time: 0.002, memory: 5232, top1_acc: 0.5680, top5_acc: 0.7719, loss_cls: 1.9127, loss: 1.9127, grad_norm: 8.1718 2020-07-28 14:39:00,779 - mmaction - INFO - Epoch [171][3240/3757] lr: 7.596e-04, eta: 6:01:48, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5648, top5_acc: 0.7570, loss_cls: 1.9528, loss: 1.9528, grad_norm: 7.8383 2020-07-28 14:39:12,344 - mmaction - INFO - Epoch [171][3260/3757] lr: 7.596e-04, eta: 6:01:36, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.5687, top5_acc: 0.7805, loss_cls: 1.9142, loss: 1.9142, grad_norm: 7.8650 2020-07-28 14:39:23,804 - mmaction - INFO - Epoch [171][3280/3757] lr: 7.596e-04, eta: 6:01:23, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.5344, top5_acc: 0.7594, loss_cls: 1.9921, loss: 1.9921, grad_norm: 8.1992 2020-07-28 14:39:35,256 - mmaction - INFO - Epoch [171][3300/3757] lr: 7.596e-04, eta: 6:01:10, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5773, top5_acc: 0.7859, loss_cls: 1.8238, loss: 1.8238, grad_norm: 7.6574 2020-07-28 14:39:46,782 - mmaction - INFO - Epoch [171][3320/3757] lr: 7.596e-04, eta: 6:00:57, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.5656, top5_acc: 0.7641, loss_cls: 1.9566, loss: 1.9566, grad_norm: 8.0046 2020-07-28 14:39:58,281 - mmaction - INFO - Epoch [171][3340/3757] lr: 7.596e-04, eta: 6:00:45, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5406, top5_acc: 0.7680, loss_cls: 1.9879, loss: 1.9879, grad_norm: 8.2737 2020-07-28 14:40:09,798 - mmaction - INFO - Epoch [171][3360/3757] lr: 7.596e-04, eta: 6:00:32, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5492, top5_acc: 0.7758, loss_cls: 1.9463, loss: 1.9463, grad_norm: 8.2122 2020-07-28 14:40:21,113 - mmaction - INFO - Epoch [171][3380/3757] lr: 7.596e-04, eta: 6:00:19, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5539, top5_acc: 0.7656, loss_cls: 1.9471, loss: 1.9471, grad_norm: 7.9470 2020-07-28 14:40:32,619 - mmaction - INFO - Epoch [171][3400/3757] lr: 7.596e-04, eta: 6:00:06, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.5563, top5_acc: 0.7734, loss_cls: 1.9018, loss: 1.9018, grad_norm: 7.8036 2020-07-28 14:40:45,149 - mmaction - INFO - Epoch [171][3420/3757] lr: 7.596e-04, eta: 5:59:54, time: 0.627, data_time: 0.003, memory: 5232, top1_acc: 0.5477, top5_acc: 0.7727, loss_cls: 1.8809, loss: 1.8809, grad_norm: 8.0045 2020-07-28 14:40:56,446 - mmaction - INFO - Epoch [171][3440/3757] lr: 7.596e-04, eta: 5:59:41, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.5492, top5_acc: 0.7648, loss_cls: 1.9299, loss: 1.9299, grad_norm: 7.9918 2020-07-28 14:41:08,875 - mmaction - INFO - Epoch [171][3460/3757] lr: 7.596e-04, eta: 5:59:28, time: 0.622, data_time: 0.003, memory: 5232, top1_acc: 0.5719, top5_acc: 0.7578, loss_cls: 1.9398, loss: 1.9398, grad_norm: 7.8799 2020-07-28 14:41:20,343 - mmaction - INFO - Epoch [171][3480/3757] lr: 7.596e-04, eta: 5:59:16, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5672, top5_acc: 0.7898, loss_cls: 1.8626, loss: 1.8626, grad_norm: 7.8163 2020-07-28 14:41:31,716 - mmaction - INFO - Epoch [171][3500/3757] lr: 7.596e-04, eta: 5:59:03, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5633, top5_acc: 0.7719, loss_cls: 1.9198, loss: 1.9198, grad_norm: 8.0020 2020-07-28 14:41:43,200 - mmaction - INFO - Epoch [171][3520/3757] lr: 7.596e-04, eta: 5:58:50, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.5523, top5_acc: 0.7672, loss_cls: 1.9204, loss: 1.9204, grad_norm: 7.9947 2020-07-28 14:41:54,622 - mmaction - INFO - Epoch [171][3540/3757] lr: 7.596e-04, eta: 5:58:37, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5453, top5_acc: 0.7625, loss_cls: 1.9603, loss: 1.9603, grad_norm: 8.0986 2020-07-28 14:42:06,006 - mmaction - INFO - Epoch [171][3560/3757] lr: 7.596e-04, eta: 5:58:25, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.5625, top5_acc: 0.7789, loss_cls: 1.8716, loss: 1.8716, grad_norm: 7.8357 2020-07-28 14:42:18,467 - mmaction - INFO - Epoch [171][3580/3757] lr: 7.596e-04, eta: 5:58:12, time: 0.623, data_time: 0.003, memory: 5232, top1_acc: 0.5531, top5_acc: 0.7680, loss_cls: 1.9037, loss: 1.9037, grad_norm: 7.6855 2020-07-28 14:42:29,990 - mmaction - INFO - Epoch [171][3600/3757] lr: 7.596e-04, eta: 5:57:59, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5609, top5_acc: 0.7773, loss_cls: 1.8741, loss: 1.8741, grad_norm: 7.7624 2020-07-28 14:42:42,531 - mmaction - INFO - Epoch [171][3620/3757] lr: 7.596e-04, eta: 5:57:47, time: 0.627, data_time: 0.003, memory: 5232, top1_acc: 0.5477, top5_acc: 0.7617, loss_cls: 1.9476, loss: 1.9476, grad_norm: 8.0159 2020-07-28 14:42:56,915 - mmaction - INFO - Epoch [171][3640/3757] lr: 7.596e-04, eta: 5:57:34, time: 0.720, data_time: 0.003, memory: 5232, top1_acc: 0.5563, top5_acc: 0.7727, loss_cls: 1.9426, loss: 1.9426, grad_norm: 8.0237 2020-07-28 14:43:08,490 - mmaction - INFO - Epoch [171][3660/3757] lr: 7.596e-04, eta: 5:57:21, time: 0.579, data_time: 0.012, memory: 5232, top1_acc: 0.5531, top5_acc: 0.7789, loss_cls: 1.9070, loss: 1.9070, grad_norm: 8.1235 2020-07-28 14:43:21,944 - mmaction - INFO - Epoch [171][3680/3757] lr: 7.596e-04, eta: 5:57:09, time: 0.672, data_time: 0.003, memory: 5232, top1_acc: 0.5531, top5_acc: 0.7688, loss_cls: 2.0002, loss: 2.0002, grad_norm: 8.0963 2020-07-28 14:43:33,260 - mmaction - INFO - Epoch [171][3700/3757] lr: 7.596e-04, eta: 5:56:56, time: 0.566, data_time: 0.001, memory: 5232, top1_acc: 0.5406, top5_acc: 0.7672, loss_cls: 1.9871, loss: 1.9871, grad_norm: 8.1657 2020-07-28 14:43:45,636 - mmaction - INFO - Epoch [171][3720/3757] lr: 7.596e-04, eta: 5:56:43, time: 0.619, data_time: 0.003, memory: 5232, top1_acc: 0.5461, top5_acc: 0.7766, loss_cls: 1.9324, loss: 1.9324, grad_norm: 8.0205 2020-07-28 14:43:58,981 - mmaction - INFO - Epoch [171][3740/3757] lr: 7.596e-04, eta: 5:56:31, time: 0.667, data_time: 0.003, memory: 5232, top1_acc: 0.5586, top5_acc: 0.7648, loss_cls: 1.9961, loss: 1.9961, grad_norm: 8.2822 2020-07-28 14:46:53,435 - mmaction - INFO - Epoch [172][20/3757] lr: 6.156e-04, eta: 5:56:17, time: 8.048, data_time: 7.456, memory: 5232, top1_acc: 0.5555, top5_acc: 0.7742, loss_cls: 1.9065, loss: 1.9065, grad_norm: 7.9613 2020-07-28 14:47:04,745 - mmaction - INFO - Epoch [172][40/3757] lr: 6.156e-04, eta: 5:56:04, time: 0.566, data_time: 0.004, memory: 5232, top1_acc: 0.5672, top5_acc: 0.7703, loss_cls: 1.8998, loss: 1.8998, grad_norm: 7.8632 2020-07-28 14:47:16,093 - mmaction - INFO - Epoch [172][60/3757] lr: 6.156e-04, eta: 5:55:51, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5586, top5_acc: 0.7562, loss_cls: 1.9568, loss: 1.9568, grad_norm: 8.0376 2020-07-28 14:47:27,499 - mmaction - INFO - Epoch [172][80/3757] lr: 6.156e-04, eta: 5:55:38, time: 0.570, data_time: 0.010, memory: 5232, top1_acc: 0.5508, top5_acc: 0.7672, loss_cls: 1.9140, loss: 1.9140, grad_norm: 7.7875 2020-07-28 14:47:38,874 - mmaction - INFO - Epoch [172][100/3757] lr: 6.156e-04, eta: 5:55:26, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5531, top5_acc: 0.7664, loss_cls: 1.9152, loss: 1.9152, grad_norm: 7.9621 2020-07-28 14:47:50,184 - mmaction - INFO - Epoch [172][120/3757] lr: 6.156e-04, eta: 5:55:13, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.5594, top5_acc: 0.7711, loss_cls: 1.9194, loss: 1.9194, grad_norm: 8.0487 2020-07-28 14:48:01,629 - mmaction - INFO - Epoch [172][140/3757] lr: 6.156e-04, eta: 5:55:00, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5609, top5_acc: 0.7727, loss_cls: 1.9822, loss: 1.9822, grad_norm: 8.1267 2020-07-28 14:48:12,972 - mmaction - INFO - Epoch [172][160/3757] lr: 6.156e-04, eta: 5:54:47, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5625, top5_acc: 0.7789, loss_cls: 1.8825, loss: 1.8825, grad_norm: 7.8753 2020-07-28 14:48:24,381 - mmaction - INFO - Epoch [172][180/3757] lr: 6.156e-04, eta: 5:54:35, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5781, top5_acc: 0.7812, loss_cls: 1.8788, loss: 1.8788, grad_norm: 7.9010 2020-07-28 14:48:35,845 - mmaction - INFO - Epoch [172][200/3757] lr: 6.156e-04, eta: 5:54:22, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5727, top5_acc: 0.7734, loss_cls: 1.9188, loss: 1.9188, grad_norm: 7.6658 2020-07-28 14:48:47,260 - mmaction - INFO - Epoch [172][220/3757] lr: 6.156e-04, eta: 5:54:09, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.5578, top5_acc: 0.7820, loss_cls: 1.9084, loss: 1.9084, grad_norm: 8.2039 2020-07-28 14:48:58,592 - mmaction - INFO - Epoch [172][240/3757] lr: 6.156e-04, eta: 5:53:56, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5258, top5_acc: 0.7453, loss_cls: 2.0350, loss: 2.0350, grad_norm: 8.1133 2020-07-28 14:49:09,942 - mmaction - INFO - Epoch [172][260/3757] lr: 6.156e-04, eta: 5:53:44, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5508, top5_acc: 0.7492, loss_cls: 1.9717, loss: 1.9717, grad_norm: 8.1013 2020-07-28 14:49:21,473 - mmaction - INFO - Epoch [172][280/3757] lr: 6.156e-04, eta: 5:53:31, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.5516, top5_acc: 0.7844, loss_cls: 1.9140, loss: 1.9140, grad_norm: 8.1397 2020-07-28 14:49:32,889 - mmaction - INFO - Epoch [172][300/3757] lr: 6.156e-04, eta: 5:53:18, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5602, top5_acc: 0.7820, loss_cls: 1.8753, loss: 1.8753, grad_norm: 8.1142 2020-07-28 14:49:44,315 - mmaction - INFO - Epoch [172][320/3757] lr: 6.156e-04, eta: 5:53:06, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5695, top5_acc: 0.7836, loss_cls: 1.8792, loss: 1.8792, grad_norm: 8.2005 2020-07-28 14:49:55,803 - mmaction - INFO - Epoch [172][340/3757] lr: 6.156e-04, eta: 5:52:53, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5578, top5_acc: 0.7859, loss_cls: 1.9139, loss: 1.9139, grad_norm: 8.2024 2020-07-28 14:50:07,275 - mmaction - INFO - Epoch [172][360/3757] lr: 6.156e-04, eta: 5:52:40, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5320, top5_acc: 0.7617, loss_cls: 1.9649, loss: 1.9649, grad_norm: 8.1141 2020-07-28 14:50:18,738 - mmaction - INFO - Epoch [172][380/3757] lr: 6.156e-04, eta: 5:52:27, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.5484, top5_acc: 0.7516, loss_cls: 2.0145, loss: 2.0145, grad_norm: 8.4120 2020-07-28 14:50:30,058 - mmaction - INFO - Epoch [172][400/3757] lr: 6.156e-04, eta: 5:52:15, time: 0.566, data_time: 0.004, memory: 5232, top1_acc: 0.5500, top5_acc: 0.7664, loss_cls: 1.9126, loss: 1.9126, grad_norm: 8.0666 2020-07-28 14:50:41,458 - mmaction - INFO - Epoch [172][420/3757] lr: 6.156e-04, eta: 5:52:02, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5258, top5_acc: 0.7523, loss_cls: 2.0380, loss: 2.0380, grad_norm: 8.2022 2020-07-28 14:50:52,943 - mmaction - INFO - Epoch [172][440/3757] lr: 6.156e-04, eta: 5:51:49, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5695, top5_acc: 0.7867, loss_cls: 1.8433, loss: 1.8433, grad_norm: 8.0170 2020-07-28 14:51:04,338 - mmaction - INFO - Epoch [172][460/3757] lr: 6.156e-04, eta: 5:51:36, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5586, top5_acc: 0.7750, loss_cls: 1.9309, loss: 1.9309, grad_norm: 7.8201 2020-07-28 14:51:15,705 - mmaction - INFO - Epoch [172][480/3757] lr: 6.156e-04, eta: 5:51:24, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5594, top5_acc: 0.7734, loss_cls: 1.9113, loss: 1.9113, grad_norm: 8.0336 2020-07-28 14:51:27,097 - mmaction - INFO - Epoch [172][500/3757] lr: 6.156e-04, eta: 5:51:11, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5453, top5_acc: 0.7609, loss_cls: 1.9651, loss: 1.9651, grad_norm: 8.1878 2020-07-28 14:51:38,541 - mmaction - INFO - Epoch [172][520/3757] lr: 6.156e-04, eta: 5:50:58, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5680, top5_acc: 0.7922, loss_cls: 1.8637, loss: 1.8637, grad_norm: 7.9222 2020-07-28 14:51:49,979 - mmaction - INFO - Epoch [172][540/3757] lr: 6.156e-04, eta: 5:50:46, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.5641, top5_acc: 0.7719, loss_cls: 1.9087, loss: 1.9087, grad_norm: 7.7537 2020-07-28 14:52:01,448 - mmaction - INFO - Epoch [172][560/3757] lr: 6.156e-04, eta: 5:50:33, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5508, top5_acc: 0.7641, loss_cls: 1.9357, loss: 1.9357, grad_norm: 7.9141 2020-07-28 14:52:12,839 - mmaction - INFO - Epoch [172][580/3757] lr: 6.156e-04, eta: 5:50:20, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5672, top5_acc: 0.7812, loss_cls: 1.8793, loss: 1.8793, grad_norm: 7.7876 2020-07-28 14:52:24,259 - mmaction - INFO - Epoch [172][600/3757] lr: 6.156e-04, eta: 5:50:07, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5758, top5_acc: 0.7703, loss_cls: 1.9005, loss: 1.9005, grad_norm: 7.7835 2020-07-28 14:52:35,803 - mmaction - INFO - Epoch [172][620/3757] lr: 6.156e-04, eta: 5:49:55, time: 0.578, data_time: 0.004, memory: 5232, top1_acc: 0.5609, top5_acc: 0.7703, loss_cls: 1.9313, loss: 1.9313, grad_norm: 8.0428 2020-07-28 14:52:47,250 - mmaction - INFO - Epoch [172][640/3757] lr: 6.156e-04, eta: 5:49:42, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5492, top5_acc: 0.7570, loss_cls: 1.9254, loss: 1.9254, grad_norm: 7.9631 2020-07-28 14:52:58,677 - mmaction - INFO - Epoch [172][660/3757] lr: 6.156e-04, eta: 5:49:29, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5641, top5_acc: 0.7688, loss_cls: 1.8831, loss: 1.8831, grad_norm: 7.9647 2020-07-28 14:53:10,029 - mmaction - INFO - Epoch [172][680/3757] lr: 6.156e-04, eta: 5:49:16, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5563, top5_acc: 0.7703, loss_cls: 1.8881, loss: 1.8881, grad_norm: 8.0028 2020-07-28 14:53:21,507 - mmaction - INFO - Epoch [172][700/3757] lr: 6.156e-04, eta: 5:49:04, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5695, top5_acc: 0.7937, loss_cls: 1.8070, loss: 1.8070, grad_norm: 7.7107 2020-07-28 14:53:32,762 - mmaction - INFO - Epoch [172][720/3757] lr: 6.156e-04, eta: 5:48:51, time: 0.562, data_time: 0.001, memory: 5232, top1_acc: 0.5359, top5_acc: 0.7672, loss_cls: 1.9605, loss: 1.9605, grad_norm: 8.2620 2020-07-28 14:53:44,228 - mmaction - INFO - Epoch [172][740/3757] lr: 6.156e-04, eta: 5:48:38, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5430, top5_acc: 0.7648, loss_cls: 1.9527, loss: 1.9527, grad_norm: 8.0005 2020-07-28 14:53:55,529 - mmaction - INFO - Epoch [172][760/3757] lr: 6.156e-04, eta: 5:48:25, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.5703, top5_acc: 0.7617, loss_cls: 1.9457, loss: 1.9457, grad_norm: 8.1529 2020-07-28 14:54:06,872 - mmaction - INFO - Epoch [172][780/3757] lr: 6.156e-04, eta: 5:48:13, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5477, top5_acc: 0.7586, loss_cls: 1.9169, loss: 1.9169, grad_norm: 7.8684 2020-07-28 14:54:18,334 - mmaction - INFO - Epoch [172][800/3757] lr: 6.156e-04, eta: 5:48:00, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5594, top5_acc: 0.7719, loss_cls: 1.8853, loss: 1.8853, grad_norm: 7.9238 2020-07-28 14:54:29,719 - mmaction - INFO - Epoch [172][820/3757] lr: 6.156e-04, eta: 5:47:47, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.5539, top5_acc: 0.7578, loss_cls: 1.9762, loss: 1.9762, grad_norm: 8.1662 2020-07-28 14:54:41,277 - mmaction - INFO - Epoch [172][840/3757] lr: 6.156e-04, eta: 5:47:35, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.5766, top5_acc: 0.7734, loss_cls: 1.8706, loss: 1.8706, grad_norm: 7.9566 2020-07-28 14:54:52,628 - mmaction - INFO - Epoch [172][860/3757] lr: 6.156e-04, eta: 5:47:22, time: 0.568, data_time: 0.001, memory: 5232, top1_acc: 0.5625, top5_acc: 0.7820, loss_cls: 1.9036, loss: 1.9036, grad_norm: 8.1940 2020-07-28 14:55:04,092 - mmaction - INFO - Epoch [172][880/3757] lr: 6.156e-04, eta: 5:47:09, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5703, top5_acc: 0.7781, loss_cls: 1.8762, loss: 1.8762, grad_norm: 7.9695 2020-07-28 14:55:15,525 - mmaction - INFO - Epoch [172][900/3757] lr: 6.156e-04, eta: 5:46:56, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5570, top5_acc: 0.7656, loss_cls: 1.9179, loss: 1.9179, grad_norm: 7.8218 2020-07-28 14:55:26,988 - mmaction - INFO - Epoch [172][920/3757] lr: 6.156e-04, eta: 5:46:44, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5555, top5_acc: 0.7773, loss_cls: 1.8955, loss: 1.8955, grad_norm: 7.9170 2020-07-28 14:55:38,384 - mmaction - INFO - Epoch [172][940/3757] lr: 6.156e-04, eta: 5:46:31, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5437, top5_acc: 0.7609, loss_cls: 1.9880, loss: 1.9880, grad_norm: 8.2114 2020-07-28 14:55:49,883 - mmaction - INFO - Epoch [172][960/3757] lr: 6.156e-04, eta: 5:46:18, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5422, top5_acc: 0.7703, loss_cls: 1.9016, loss: 1.9016, grad_norm: 8.0416 2020-07-28 14:56:01,200 - mmaction - INFO - Epoch [172][980/3757] lr: 6.156e-04, eta: 5:46:05, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5398, top5_acc: 0.7570, loss_cls: 1.9831, loss: 1.9831, grad_norm: 8.1663 2020-07-28 14:56:12,684 - mmaction - INFO - Epoch [172][1000/3757] lr: 6.156e-04, eta: 5:45:53, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5641, top5_acc: 0.7766, loss_cls: 1.8862, loss: 1.8862, grad_norm: 7.9298 2020-07-28 14:56:24,092 - mmaction - INFO - Epoch [172][1020/3757] lr: 6.156e-04, eta: 5:45:40, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.5789, top5_acc: 0.7750, loss_cls: 1.8001, loss: 1.8001, grad_norm: 7.7338 2020-07-28 14:56:35,591 - mmaction - INFO - Epoch [172][1040/3757] lr: 6.156e-04, eta: 5:45:27, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5273, top5_acc: 0.7547, loss_cls: 2.0152, loss: 2.0152, grad_norm: 8.3787 2020-07-28 14:56:46,956 - mmaction - INFO - Epoch [172][1060/3757] lr: 6.156e-04, eta: 5:45:15, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5813, top5_acc: 0.7836, loss_cls: 1.8269, loss: 1.8269, grad_norm: 7.7611 2020-07-28 14:56:58,363 - mmaction - INFO - Epoch [172][1080/3757] lr: 6.156e-04, eta: 5:45:02, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5633, top5_acc: 0.7781, loss_cls: 1.8925, loss: 1.8925, grad_norm: 8.0206 2020-07-28 14:57:09,723 - mmaction - INFO - Epoch [172][1100/3757] lr: 6.156e-04, eta: 5:44:49, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5766, top5_acc: 0.7852, loss_cls: 1.8606, loss: 1.8606, grad_norm: 8.1391 2020-07-28 14:57:21,181 - mmaction - INFO - Epoch [172][1120/3757] lr: 6.156e-04, eta: 5:44:36, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5414, top5_acc: 0.7547, loss_cls: 1.9969, loss: 1.9969, grad_norm: 8.2270 2020-07-28 14:57:32,672 - mmaction - INFO - Epoch [172][1140/3757] lr: 6.156e-04, eta: 5:44:24, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5617, top5_acc: 0.7797, loss_cls: 1.9135, loss: 1.9135, grad_norm: 7.7458 2020-07-28 14:57:44,020 - mmaction - INFO - Epoch [172][1160/3757] lr: 6.156e-04, eta: 5:44:11, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5500, top5_acc: 0.7492, loss_cls: 2.0224, loss: 2.0224, grad_norm: 8.0915 2020-07-28 14:57:55,525 - mmaction - INFO - Epoch [172][1180/3757] lr: 6.156e-04, eta: 5:43:58, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5672, top5_acc: 0.7758, loss_cls: 1.9051, loss: 1.9051, grad_norm: 7.9499 2020-07-28 14:58:06,966 - mmaction - INFO - Epoch [172][1200/3757] lr: 6.156e-04, eta: 5:43:45, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5844, top5_acc: 0.7922, loss_cls: 1.7689, loss: 1.7689, grad_norm: 7.6739 2020-07-28 14:58:18,477 - mmaction - INFO - Epoch [172][1220/3757] lr: 6.156e-04, eta: 5:43:33, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5727, top5_acc: 0.7734, loss_cls: 1.8961, loss: 1.8961, grad_norm: 7.9931 2020-07-28 14:58:29,796 - mmaction - INFO - Epoch [172][1240/3757] lr: 6.156e-04, eta: 5:43:20, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5773, top5_acc: 0.7695, loss_cls: 1.8777, loss: 1.8777, grad_norm: 8.0094 2020-07-28 14:58:41,228 - mmaction - INFO - Epoch [172][1260/3757] lr: 6.156e-04, eta: 5:43:07, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5531, top5_acc: 0.7648, loss_cls: 1.9041, loss: 1.9041, grad_norm: 7.9687 2020-07-28 14:58:52,692 - mmaction - INFO - Epoch [172][1280/3757] lr: 6.156e-04, eta: 5:42:55, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.5328, top5_acc: 0.7641, loss_cls: 2.0166, loss: 2.0166, grad_norm: 7.9428 2020-07-28 14:59:04,149 - mmaction - INFO - Epoch [172][1300/3757] lr: 6.156e-04, eta: 5:42:42, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.5477, top5_acc: 0.7727, loss_cls: 1.9491, loss: 1.9491, grad_norm: 8.0973 2020-07-28 14:59:15,560 - mmaction - INFO - Epoch [172][1320/3757] lr: 6.156e-04, eta: 5:42:29, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5656, top5_acc: 0.7742, loss_cls: 1.8969, loss: 1.8969, grad_norm: 7.7602 2020-07-28 14:59:26,873 - mmaction - INFO - Epoch [172][1340/3757] lr: 6.156e-04, eta: 5:42:16, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5672, top5_acc: 0.7859, loss_cls: 1.8738, loss: 1.8738, grad_norm: 7.8324 2020-07-28 14:59:38,263 - mmaction - INFO - Epoch [172][1360/3757] lr: 6.156e-04, eta: 5:42:04, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5602, top5_acc: 0.7664, loss_cls: 1.9418, loss: 1.9418, grad_norm: 7.9623 2020-07-28 14:59:49,773 - mmaction - INFO - Epoch [172][1380/3757] lr: 6.156e-04, eta: 5:41:51, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5492, top5_acc: 0.7570, loss_cls: 1.9754, loss: 1.9754, grad_norm: 8.0815 2020-07-28 15:00:01,277 - mmaction - INFO - Epoch [172][1400/3757] lr: 6.156e-04, eta: 5:41:38, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5484, top5_acc: 0.7758, loss_cls: 1.9527, loss: 1.9527, grad_norm: 8.2794 2020-07-28 15:00:18,513 - mmaction - INFO - Epoch [172][1420/3757] lr: 6.156e-04, eta: 5:41:26, time: 0.856, data_time: 0.005, memory: 5232, top1_acc: 0.5594, top5_acc: 0.7820, loss_cls: 1.8507, loss: 1.8507, grad_norm: 7.8985 2020-07-28 15:00:30,027 - mmaction - INFO - Epoch [172][1440/3757] lr: 6.156e-04, eta: 5:41:13, time: 0.584, data_time: 0.012, memory: 5232, top1_acc: 0.5445, top5_acc: 0.7594, loss_cls: 1.9576, loss: 1.9576, grad_norm: 8.1419 2020-07-28 15:00:41,400 - mmaction - INFO - Epoch [172][1460/3757] lr: 6.156e-04, eta: 5:41:00, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5594, top5_acc: 0.7742, loss_cls: 1.9251, loss: 1.9251, grad_norm: 8.2552 2020-07-28 15:00:52,830 - mmaction - INFO - Epoch [172][1480/3757] lr: 6.156e-04, eta: 5:40:48, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5602, top5_acc: 0.7695, loss_cls: 1.9034, loss: 1.9034, grad_norm: 8.0237 2020-07-28 15:01:04,166 - mmaction - INFO - Epoch [172][1500/3757] lr: 6.156e-04, eta: 5:40:35, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5328, top5_acc: 0.7406, loss_cls: 2.0145, loss: 2.0145, grad_norm: 8.4722 2020-07-28 15:01:15,545 - mmaction - INFO - Epoch [172][1520/3757] lr: 6.156e-04, eta: 5:40:22, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5492, top5_acc: 0.7664, loss_cls: 1.9385, loss: 1.9385, grad_norm: 7.9752 2020-07-28 15:01:26,830 - mmaction - INFO - Epoch [172][1540/3757] lr: 6.156e-04, eta: 5:40:09, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.5797, top5_acc: 0.8023, loss_cls: 1.8441, loss: 1.8441, grad_norm: 7.6486 2020-07-28 15:01:38,297 - mmaction - INFO - Epoch [172][1560/3757] lr: 6.156e-04, eta: 5:39:57, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5633, top5_acc: 0.7742, loss_cls: 1.9288, loss: 1.9288, grad_norm: 7.9647 2020-07-28 15:01:49,746 - mmaction - INFO - Epoch [172][1580/3757] lr: 6.156e-04, eta: 5:39:44, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5469, top5_acc: 0.7625, loss_cls: 1.9583, loss: 1.9583, grad_norm: 8.3092 2020-07-28 15:02:01,183 - mmaction - INFO - Epoch [172][1600/3757] lr: 6.156e-04, eta: 5:39:31, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5469, top5_acc: 0.7625, loss_cls: 1.9534, loss: 1.9534, grad_norm: 8.1208 2020-07-28 15:02:12,549 - mmaction - INFO - Epoch [172][1620/3757] lr: 6.156e-04, eta: 5:39:19, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5602, top5_acc: 0.7703, loss_cls: 1.9408, loss: 1.9408, grad_norm: 7.9149 2020-07-28 15:02:24,007 - mmaction - INFO - Epoch [172][1640/3757] lr: 6.156e-04, eta: 5:39:06, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5805, top5_acc: 0.7992, loss_cls: 1.7782, loss: 1.7782, grad_norm: 7.8049 2020-07-28 15:02:35,369 - mmaction - INFO - Epoch [172][1660/3757] lr: 6.156e-04, eta: 5:38:53, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5563, top5_acc: 0.7609, loss_cls: 1.9772, loss: 1.9772, grad_norm: 8.1229 2020-07-28 15:02:46,761 - mmaction - INFO - Epoch [172][1680/3757] lr: 6.156e-04, eta: 5:38:40, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5594, top5_acc: 0.7914, loss_cls: 1.8804, loss: 1.8804, grad_norm: 8.0602 2020-07-28 15:02:58,179 - mmaction - INFO - Epoch [172][1700/3757] lr: 6.156e-04, eta: 5:38:28, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5539, top5_acc: 0.7789, loss_cls: 1.9137, loss: 1.9137, grad_norm: 7.9660 2020-07-28 15:03:09,573 - mmaction - INFO - Epoch [172][1720/3757] lr: 6.156e-04, eta: 5:38:15, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5773, top5_acc: 0.7719, loss_cls: 1.8813, loss: 1.8813, grad_norm: 8.2154 2020-07-28 15:03:20,979 - mmaction - INFO - Epoch [172][1740/3757] lr: 6.156e-04, eta: 5:38:02, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.5891, top5_acc: 0.7852, loss_cls: 1.8465, loss: 1.8465, grad_norm: 7.9459 2020-07-28 15:03:32,265 - mmaction - INFO - Epoch [172][1760/3757] lr: 6.156e-04, eta: 5:37:49, time: 0.564, data_time: 0.001, memory: 5232, top1_acc: 0.5469, top5_acc: 0.7680, loss_cls: 1.9506, loss: 1.9506, grad_norm: 8.2618 2020-07-28 15:03:43,765 - mmaction - INFO - Epoch [172][1780/3757] lr: 6.156e-04, eta: 5:37:37, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5648, top5_acc: 0.7812, loss_cls: 1.8866, loss: 1.8866, grad_norm: 8.2142 2020-07-28 15:03:55,244 - mmaction - INFO - Epoch [172][1800/3757] lr: 6.156e-04, eta: 5:37:24, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5563, top5_acc: 0.7891, loss_cls: 1.8840, loss: 1.8840, grad_norm: 8.0937 2020-07-28 15:04:06,688 - mmaction - INFO - Epoch [172][1820/3757] lr: 6.156e-04, eta: 5:37:11, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5750, top5_acc: 0.7789, loss_cls: 1.8950, loss: 1.8950, grad_norm: 8.0104 2020-07-28 15:04:18,128 - mmaction - INFO - Epoch [172][1840/3757] lr: 6.156e-04, eta: 5:36:59, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5625, top5_acc: 0.7820, loss_cls: 1.8852, loss: 1.8852, grad_norm: 7.9651 2020-07-28 15:04:29,517 - mmaction - INFO - Epoch [172][1860/3757] lr: 6.156e-04, eta: 5:36:46, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5766, top5_acc: 0.7727, loss_cls: 1.8428, loss: 1.8428, grad_norm: 7.9120 2020-07-28 15:04:41,009 - mmaction - INFO - Epoch [172][1880/3757] lr: 6.156e-04, eta: 5:36:33, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5648, top5_acc: 0.7664, loss_cls: 1.9005, loss: 1.9005, grad_norm: 7.9095 2020-07-28 15:04:53,178 - mmaction - INFO - Epoch [172][1900/3757] lr: 6.156e-04, eta: 5:36:20, time: 0.608, data_time: 0.046, memory: 5232, top1_acc: 0.5500, top5_acc: 0.7570, loss_cls: 2.0006, loss: 2.0006, grad_norm: 8.0362 2020-07-28 15:05:04,698 - mmaction - INFO - Epoch [172][1920/3757] lr: 6.156e-04, eta: 5:36:08, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5461, top5_acc: 0.7539, loss_cls: 1.9566, loss: 1.9566, grad_norm: 7.8236 2020-07-28 15:05:16,070 - mmaction - INFO - Epoch [172][1940/3757] lr: 6.156e-04, eta: 5:35:55, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5641, top5_acc: 0.7672, loss_cls: 1.9068, loss: 1.9068, grad_norm: 7.7576 2020-07-28 15:05:27,841 - mmaction - INFO - Epoch [172][1960/3757] lr: 6.156e-04, eta: 5:35:42, time: 0.588, data_time: 0.024, memory: 5232, top1_acc: 0.5352, top5_acc: 0.7453, loss_cls: 2.0947, loss: 2.0947, grad_norm: 8.3933 2020-07-28 15:05:39,234 - mmaction - INFO - Epoch [172][1980/3757] lr: 6.156e-04, eta: 5:35:30, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5773, top5_acc: 0.7828, loss_cls: 1.8757, loss: 1.8757, grad_norm: 8.1642 2020-07-28 15:05:50,634 - mmaction - INFO - Epoch [172][2000/3757] lr: 6.156e-04, eta: 5:35:17, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5727, top5_acc: 0.7664, loss_cls: 1.8706, loss: 1.8706, grad_norm: 7.7721 2020-07-28 15:06:02,107 - mmaction - INFO - Epoch [172][2020/3757] lr: 6.156e-04, eta: 5:35:04, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5531, top5_acc: 0.7734, loss_cls: 1.9319, loss: 1.9319, grad_norm: 8.1262 2020-07-28 15:06:13,598 - mmaction - INFO - Epoch [172][2040/3757] lr: 6.156e-04, eta: 5:34:51, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5609, top5_acc: 0.7508, loss_cls: 1.9343, loss: 1.9343, grad_norm: 7.8492 2020-07-28 15:06:25,064 - mmaction - INFO - Epoch [172][2060/3757] lr: 6.156e-04, eta: 5:34:39, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5656, top5_acc: 0.7680, loss_cls: 1.8733, loss: 1.8733, grad_norm: 8.0531 2020-07-28 15:06:36,613 - mmaction - INFO - Epoch [172][2080/3757] lr: 6.156e-04, eta: 5:34:26, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.5875, top5_acc: 0.7859, loss_cls: 1.8402, loss: 1.8402, grad_norm: 7.8172 2020-07-28 15:06:48,074 - mmaction - INFO - Epoch [172][2100/3757] lr: 6.156e-04, eta: 5:34:13, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5586, top5_acc: 0.7742, loss_cls: 1.9354, loss: 1.9354, grad_norm: 8.3054 2020-07-28 15:06:59,488 - mmaction - INFO - Epoch [172][2120/3757] lr: 6.156e-04, eta: 5:34:01, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5602, top5_acc: 0.7695, loss_cls: 1.9581, loss: 1.9581, grad_norm: 7.9187 2020-07-28 15:07:10,903 - mmaction - INFO - Epoch [172][2140/3757] lr: 6.156e-04, eta: 5:33:48, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5430, top5_acc: 0.7695, loss_cls: 1.9246, loss: 1.9246, grad_norm: 7.9569 2020-07-28 15:07:22,378 - mmaction - INFO - Epoch [172][2160/3757] lr: 6.156e-04, eta: 5:33:35, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.5813, top5_acc: 0.7898, loss_cls: 1.7880, loss: 1.7880, grad_norm: 7.9387 2020-07-28 15:07:33,723 - mmaction - INFO - Epoch [172][2180/3757] lr: 6.156e-04, eta: 5:33:22, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5805, top5_acc: 0.7688, loss_cls: 1.9037, loss: 1.9037, grad_norm: 7.9139 2020-07-28 15:07:45,202 - mmaction - INFO - Epoch [172][2200/3757] lr: 6.156e-04, eta: 5:33:10, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5555, top5_acc: 0.7594, loss_cls: 1.9394, loss: 1.9394, grad_norm: 7.8814 2020-07-28 15:07:56,607 - mmaction - INFO - Epoch [172][2220/3757] lr: 6.156e-04, eta: 5:32:57, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5352, top5_acc: 0.7602, loss_cls: 1.9780, loss: 1.9780, grad_norm: 8.1112 2020-07-28 15:08:08,003 - mmaction - INFO - Epoch [172][2240/3757] lr: 6.156e-04, eta: 5:32:44, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5578, top5_acc: 0.7812, loss_cls: 1.9158, loss: 1.9158, grad_norm: 7.9066 2020-07-28 15:08:19,487 - mmaction - INFO - Epoch [172][2260/3757] lr: 6.156e-04, eta: 5:32:32, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5781, top5_acc: 0.7672, loss_cls: 1.8659, loss: 1.8659, grad_norm: 8.1171 2020-07-28 15:08:30,864 - mmaction - INFO - Epoch [172][2280/3757] lr: 6.156e-04, eta: 5:32:19, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5625, top5_acc: 0.7750, loss_cls: 1.9284, loss: 1.9284, grad_norm: 8.2881 2020-07-28 15:08:42,764 - mmaction - INFO - Epoch [172][2300/3757] lr: 6.156e-04, eta: 5:32:06, time: 0.595, data_time: 0.029, memory: 5232, top1_acc: 0.5477, top5_acc: 0.7664, loss_cls: 1.9533, loss: 1.9533, grad_norm: 8.2472 2020-07-28 15:08:54,148 - mmaction - INFO - Epoch [172][2320/3757] lr: 6.156e-04, eta: 5:31:53, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5641, top5_acc: 0.7937, loss_cls: 1.8691, loss: 1.8691, grad_norm: 8.1379 2020-07-28 15:09:05,517 - mmaction - INFO - Epoch [172][2340/3757] lr: 6.156e-04, eta: 5:31:41, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.5445, top5_acc: 0.7477, loss_cls: 1.9977, loss: 1.9977, grad_norm: 8.2612 2020-07-28 15:09:16,862 - mmaction - INFO - Epoch [172][2360/3757] lr: 6.156e-04, eta: 5:31:28, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5625, top5_acc: 0.7734, loss_cls: 1.9119, loss: 1.9119, grad_norm: 8.1695 2020-07-28 15:09:28,355 - mmaction - INFO - Epoch [172][2380/3757] lr: 6.156e-04, eta: 5:31:15, time: 0.575, data_time: 0.002, memory: 5232, top1_acc: 0.5508, top5_acc: 0.7531, loss_cls: 1.9513, loss: 1.9513, grad_norm: 8.1296 2020-07-28 15:09:39,769 - mmaction - INFO - Epoch [172][2400/3757] lr: 6.156e-04, eta: 5:31:02, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5578, top5_acc: 0.7812, loss_cls: 1.8621, loss: 1.8621, grad_norm: 8.0354 2020-07-28 15:09:51,322 - mmaction - INFO - Epoch [172][2420/3757] lr: 6.156e-04, eta: 5:30:50, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.5555, top5_acc: 0.7625, loss_cls: 1.9588, loss: 1.9588, grad_norm: 8.2614 2020-07-28 15:10:02,713 - mmaction - INFO - Epoch [172][2440/3757] lr: 6.156e-04, eta: 5:30:37, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5469, top5_acc: 0.7727, loss_cls: 1.9268, loss: 1.9268, grad_norm: 8.1563 2020-07-28 15:10:14,003 - mmaction - INFO - Epoch [172][2460/3757] lr: 6.156e-04, eta: 5:30:24, time: 0.564, data_time: 0.001, memory: 5232, top1_acc: 0.5570, top5_acc: 0.7734, loss_cls: 1.9351, loss: 1.9351, grad_norm: 8.1332 2020-07-28 15:10:25,452 - mmaction - INFO - Epoch [172][2480/3757] lr: 6.156e-04, eta: 5:30:12, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5500, top5_acc: 0.7742, loss_cls: 1.8732, loss: 1.8732, grad_norm: 7.9129 2020-07-28 15:10:36,809 - mmaction - INFO - Epoch [172][2500/3757] lr: 6.156e-04, eta: 5:29:59, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5484, top5_acc: 0.7500, loss_cls: 1.9913, loss: 1.9913, grad_norm: 8.2296 2020-07-28 15:10:48,226 - mmaction - INFO - Epoch [172][2520/3757] lr: 6.156e-04, eta: 5:29:46, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5570, top5_acc: 0.7680, loss_cls: 1.9019, loss: 1.9019, grad_norm: 7.9770 2020-07-28 15:10:59,677 - mmaction - INFO - Epoch [172][2540/3757] lr: 6.156e-04, eta: 5:29:33, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5430, top5_acc: 0.7516, loss_cls: 2.0180, loss: 2.0180, grad_norm: 8.3286 2020-07-28 15:11:11,014 - mmaction - INFO - Epoch [172][2560/3757] lr: 6.156e-04, eta: 5:29:21, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5242, top5_acc: 0.7398, loss_cls: 2.0406, loss: 2.0406, grad_norm: 8.6533 2020-07-28 15:11:22,402 - mmaction - INFO - Epoch [172][2580/3757] lr: 6.156e-04, eta: 5:29:08, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5445, top5_acc: 0.7500, loss_cls: 2.0328, loss: 2.0328, grad_norm: 8.3473 2020-07-28 15:11:33,738 - mmaction - INFO - Epoch [172][2600/3757] lr: 6.156e-04, eta: 5:28:55, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5703, top5_acc: 0.7742, loss_cls: 1.9208, loss: 1.9208, grad_norm: 8.0469 2020-07-28 15:11:45,253 - mmaction - INFO - Epoch [172][2620/3757] lr: 6.156e-04, eta: 5:28:43, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5648, top5_acc: 0.7641, loss_cls: 1.9289, loss: 1.9289, grad_norm: 7.8776 2020-07-28 15:11:56,623 - mmaction - INFO - Epoch [172][2640/3757] lr: 6.156e-04, eta: 5:28:30, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.5656, top5_acc: 0.7797, loss_cls: 1.8652, loss: 1.8652, grad_norm: 7.9725 2020-07-28 15:12:08,051 - mmaction - INFO - Epoch [172][2660/3757] lr: 6.156e-04, eta: 5:28:17, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5398, top5_acc: 0.7594, loss_cls: 1.9872, loss: 1.9872, grad_norm: 8.3043 2020-07-28 15:12:19,534 - mmaction - INFO - Epoch [172][2680/3757] lr: 6.156e-04, eta: 5:28:04, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5781, top5_acc: 0.7711, loss_cls: 1.9025, loss: 1.9025, grad_norm: 7.9959 2020-07-28 15:12:30,957 - mmaction - INFO - Epoch [172][2700/3757] lr: 6.156e-04, eta: 5:27:52, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.5719, top5_acc: 0.7828, loss_cls: 1.8434, loss: 1.8434, grad_norm: 7.9549 2020-07-28 15:12:42,323 - mmaction - INFO - Epoch [172][2720/3757] lr: 6.156e-04, eta: 5:27:39, time: 0.568, data_time: 0.001, memory: 5232, top1_acc: 0.5758, top5_acc: 0.7914, loss_cls: 1.8379, loss: 1.8379, grad_norm: 8.0477 2020-07-28 15:12:53,762 - mmaction - INFO - Epoch [172][2740/3757] lr: 6.156e-04, eta: 5:27:26, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5352, top5_acc: 0.7641, loss_cls: 1.9911, loss: 1.9911, grad_norm: 8.1063 2020-07-28 15:13:05,222 - mmaction - INFO - Epoch [172][2760/3757] lr: 6.156e-04, eta: 5:27:14, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5555, top5_acc: 0.7688, loss_cls: 1.9342, loss: 1.9342, grad_norm: 8.2387 2020-07-28 15:13:16,634 - mmaction - INFO - Epoch [172][2780/3757] lr: 6.156e-04, eta: 5:27:01, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5648, top5_acc: 0.7688, loss_cls: 1.8974, loss: 1.8974, grad_norm: 8.2346 2020-07-28 15:13:28,123 - mmaction - INFO - Epoch [172][2800/3757] lr: 6.156e-04, eta: 5:26:48, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5680, top5_acc: 0.7594, loss_cls: 1.8845, loss: 1.8845, grad_norm: 7.8933 2020-07-28 15:13:39,484 - mmaction - INFO - Epoch [172][2820/3757] lr: 6.156e-04, eta: 5:26:35, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5602, top5_acc: 0.7711, loss_cls: 1.8760, loss: 1.8760, grad_norm: 7.9565 2020-07-28 15:13:50,943 - mmaction - INFO - Epoch [172][2840/3757] lr: 6.156e-04, eta: 5:26:23, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5766, top5_acc: 0.7844, loss_cls: 1.8804, loss: 1.8804, grad_norm: 7.9616 2020-07-28 15:14:02,364 - mmaction - INFO - Epoch [172][2860/3757] lr: 6.156e-04, eta: 5:26:10, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.5711, top5_acc: 0.7750, loss_cls: 1.8931, loss: 1.8931, grad_norm: 8.0520 2020-07-28 15:14:13,864 - mmaction - INFO - Epoch [172][2880/3757] lr: 6.156e-04, eta: 5:25:57, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5641, top5_acc: 0.7852, loss_cls: 1.9121, loss: 1.9121, grad_norm: 8.1797 2020-07-28 15:14:25,252 - mmaction - INFO - Epoch [172][2900/3757] lr: 6.156e-04, eta: 5:25:44, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.5648, top5_acc: 0.7523, loss_cls: 1.9671, loss: 1.9671, grad_norm: 8.1233 2020-07-28 15:14:36,646 - mmaction - INFO - Epoch [172][2920/3757] lr: 6.156e-04, eta: 5:25:32, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5523, top5_acc: 0.7625, loss_cls: 1.9557, loss: 1.9557, grad_norm: 8.0846 2020-07-28 15:14:48,108 - mmaction - INFO - Epoch [172][2940/3757] lr: 6.156e-04, eta: 5:25:19, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5734, top5_acc: 0.7898, loss_cls: 1.8233, loss: 1.8233, grad_norm: 7.8098 2020-07-28 15:14:59,575 - mmaction - INFO - Epoch [172][2960/3757] lr: 6.156e-04, eta: 5:25:06, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.5547, top5_acc: 0.7773, loss_cls: 1.9349, loss: 1.9349, grad_norm: 8.2573 2020-07-28 15:15:10,969 - mmaction - INFO - Epoch [172][2980/3757] lr: 6.156e-04, eta: 5:24:54, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5602, top5_acc: 0.7789, loss_cls: 1.8826, loss: 1.8826, grad_norm: 8.2191 2020-07-28 15:15:22,517 - mmaction - INFO - Epoch [172][3000/3757] lr: 6.156e-04, eta: 5:24:41, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.5461, top5_acc: 0.7664, loss_cls: 1.9371, loss: 1.9371, grad_norm: 8.1970 2020-07-28 15:15:33,971 - mmaction - INFO - Epoch [172][3020/3757] lr: 6.156e-04, eta: 5:24:28, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5594, top5_acc: 0.7641, loss_cls: 2.0022, loss: 2.0022, grad_norm: 8.1166 2020-07-28 15:15:45,382 - mmaction - INFO - Epoch [172][3040/3757] lr: 6.156e-04, eta: 5:24:15, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5672, top5_acc: 0.7750, loss_cls: 1.8775, loss: 1.8775, grad_norm: 8.1005 2020-07-28 15:15:56,820 - mmaction - INFO - Epoch [172][3060/3757] lr: 6.156e-04, eta: 5:24:03, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5609, top5_acc: 0.7609, loss_cls: 1.9426, loss: 1.9426, grad_norm: 7.9872 2020-07-28 15:16:08,319 - mmaction - INFO - Epoch [172][3080/3757] lr: 6.156e-04, eta: 5:23:50, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5406, top5_acc: 0.7570, loss_cls: 2.0042, loss: 2.0042, grad_norm: 8.0929 2020-07-28 15:16:19,775 - mmaction - INFO - Epoch [172][3100/3757] lr: 6.156e-04, eta: 5:23:37, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5453, top5_acc: 0.7781, loss_cls: 1.9649, loss: 1.9649, grad_norm: 8.1915 2020-07-28 15:16:31,252 - mmaction - INFO - Epoch [172][3120/3757] lr: 6.156e-04, eta: 5:23:25, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5469, top5_acc: 0.7773, loss_cls: 1.9706, loss: 1.9706, grad_norm: 8.2789 2020-07-28 15:16:42,723 - mmaction - INFO - Epoch [172][3140/3757] lr: 6.156e-04, eta: 5:23:12, time: 0.574, data_time: 0.009, memory: 5232, top1_acc: 0.5539, top5_acc: 0.7742, loss_cls: 1.9404, loss: 1.9404, grad_norm: 8.2459 2020-07-28 15:16:54,106 - mmaction - INFO - Epoch [172][3160/3757] lr: 6.156e-04, eta: 5:22:59, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5656, top5_acc: 0.7727, loss_cls: 1.9383, loss: 1.9383, grad_norm: 8.1380 2020-07-28 15:17:05,454 - mmaction - INFO - Epoch [172][3180/3757] lr: 6.156e-04, eta: 5:22:46, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5602, top5_acc: 0.7789, loss_cls: 1.8716, loss: 1.8716, grad_norm: 8.0478 2020-07-28 15:17:16,972 - mmaction - INFO - Epoch [172][3200/3757] lr: 6.156e-04, eta: 5:22:34, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5563, top5_acc: 0.7641, loss_cls: 1.9373, loss: 1.9373, grad_norm: 7.9312 2020-07-28 15:17:28,311 - mmaction - INFO - Epoch [172][3220/3757] lr: 6.156e-04, eta: 5:22:21, time: 0.567, data_time: 0.001, memory: 5232, top1_acc: 0.5555, top5_acc: 0.7758, loss_cls: 1.9433, loss: 1.9433, grad_norm: 8.3921 2020-07-28 15:17:39,713 - mmaction - INFO - Epoch [172][3240/3757] lr: 6.156e-04, eta: 5:22:08, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5570, top5_acc: 0.7672, loss_cls: 1.8996, loss: 1.8996, grad_norm: 7.8087 2020-07-28 15:17:51,164 - mmaction - INFO - Epoch [172][3260/3757] lr: 6.156e-04, eta: 5:21:56, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5469, top5_acc: 0.7648, loss_cls: 1.9807, loss: 1.9807, grad_norm: 8.2755 2020-07-28 15:18:02,548 - mmaction - INFO - Epoch [172][3280/3757] lr: 6.156e-04, eta: 5:21:43, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5492, top5_acc: 0.7656, loss_cls: 1.9689, loss: 1.9689, grad_norm: 8.0200 2020-07-28 15:18:14,025 - mmaction - INFO - Epoch [172][3300/3757] lr: 6.156e-04, eta: 5:21:30, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5555, top5_acc: 0.7727, loss_cls: 1.9136, loss: 1.9136, grad_norm: 7.6807 2020-07-28 15:18:25,519 - mmaction - INFO - Epoch [172][3320/3757] lr: 6.156e-04, eta: 5:21:17, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5641, top5_acc: 0.7594, loss_cls: 1.9223, loss: 1.9223, grad_norm: 7.5930 2020-07-28 15:18:36,908 - mmaction - INFO - Epoch [172][3340/3757] lr: 6.156e-04, eta: 5:21:05, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.5875, top5_acc: 0.7672, loss_cls: 1.8648, loss: 1.8648, grad_norm: 7.5560 2020-07-28 15:18:48,385 - mmaction - INFO - Epoch [172][3360/3757] lr: 6.156e-04, eta: 5:20:52, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.5711, top5_acc: 0.7898, loss_cls: 1.8015, loss: 1.8015, grad_norm: 7.7907 2020-07-28 15:18:59,817 - mmaction - INFO - Epoch [172][3380/3757] lr: 6.156e-04, eta: 5:20:39, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5648, top5_acc: 0.7719, loss_cls: 1.8987, loss: 1.8987, grad_norm: 7.9773 2020-07-28 15:19:11,126 - mmaction - INFO - Epoch [172][3400/3757] lr: 6.156e-04, eta: 5:20:27, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.5531, top5_acc: 0.7664, loss_cls: 1.9200, loss: 1.9200, grad_norm: 8.0652 2020-07-28 15:19:22,509 - mmaction - INFO - Epoch [172][3420/3757] lr: 6.156e-04, eta: 5:20:14, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5484, top5_acc: 0.7516, loss_cls: 2.0023, loss: 2.0023, grad_norm: 7.9991 2020-07-28 15:19:34,040 - mmaction - INFO - Epoch [172][3440/3757] lr: 6.156e-04, eta: 5:20:01, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5273, top5_acc: 0.7492, loss_cls: 2.0273, loss: 2.0273, grad_norm: 8.4068 2020-07-28 15:19:45,480 - mmaction - INFO - Epoch [172][3460/3757] lr: 6.156e-04, eta: 5:19:48, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5594, top5_acc: 0.7719, loss_cls: 1.9314, loss: 1.9314, grad_norm: 8.0276 2020-07-28 15:19:56,891 - mmaction - INFO - Epoch [172][3480/3757] lr: 6.156e-04, eta: 5:19:36, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5492, top5_acc: 0.7703, loss_cls: 1.9518, loss: 1.9518, grad_norm: 8.2183 2020-07-28 15:20:08,270 - mmaction - INFO - Epoch [172][3500/3757] lr: 6.156e-04, eta: 5:19:23, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5445, top5_acc: 0.7633, loss_cls: 1.9759, loss: 1.9759, grad_norm: 8.2746 2020-07-28 15:20:19,750 - mmaction - INFO - Epoch [172][3520/3757] lr: 6.156e-04, eta: 5:19:10, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5445, top5_acc: 0.7648, loss_cls: 1.9627, loss: 1.9627, grad_norm: 8.2866 2020-07-28 15:20:31,234 - mmaction - INFO - Epoch [172][3540/3757] lr: 6.156e-04, eta: 5:18:58, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5781, top5_acc: 0.7789, loss_cls: 1.8781, loss: 1.8781, grad_norm: 8.0757 2020-07-28 15:20:42,644 - mmaction - INFO - Epoch [172][3560/3757] lr: 6.156e-04, eta: 5:18:45, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5609, top5_acc: 0.7734, loss_cls: 1.9019, loss: 1.9019, grad_norm: 7.8651 2020-07-28 15:20:54,005 - mmaction - INFO - Epoch [172][3580/3757] lr: 6.156e-04, eta: 5:18:32, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5547, top5_acc: 0.7648, loss_cls: 1.9756, loss: 1.9756, grad_norm: 8.0587 2020-07-28 15:21:05,392 - mmaction - INFO - Epoch [172][3600/3757] lr: 6.156e-04, eta: 5:18:19, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5742, top5_acc: 0.7781, loss_cls: 1.8500, loss: 1.8500, grad_norm: 7.6138 2020-07-28 15:21:16,841 - mmaction - INFO - Epoch [172][3620/3757] lr: 6.156e-04, eta: 5:18:07, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5602, top5_acc: 0.7719, loss_cls: 1.8934, loss: 1.8934, grad_norm: 7.8392 2020-07-28 15:21:28,218 - mmaction - INFO - Epoch [172][3640/3757] lr: 6.156e-04, eta: 5:17:54, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5453, top5_acc: 0.7672, loss_cls: 1.9428, loss: 1.9428, grad_norm: 8.2738 2020-07-28 15:21:39,587 - mmaction - INFO - Epoch [172][3660/3757] lr: 6.156e-04, eta: 5:17:41, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5656, top5_acc: 0.7844, loss_cls: 1.8550, loss: 1.8550, grad_norm: 7.7750 2020-07-28 15:21:51,013 - mmaction - INFO - Epoch [172][3680/3757] lr: 6.156e-04, eta: 5:17:29, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5547, top5_acc: 0.7539, loss_cls: 1.9587, loss: 1.9587, grad_norm: 8.0243 2020-07-28 15:22:02,417 - mmaction - INFO - Epoch [172][3700/3757] lr: 6.156e-04, eta: 5:17:16, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5578, top5_acc: 0.7516, loss_cls: 1.9627, loss: 1.9627, grad_norm: 8.3312 2020-07-28 15:22:13,814 - mmaction - INFO - Epoch [172][3720/3757] lr: 6.156e-04, eta: 5:17:03, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5508, top5_acc: 0.7461, loss_cls: 1.9858, loss: 1.9858, grad_norm: 8.2202 2020-07-28 15:22:25,235 - mmaction - INFO - Epoch [172][3740/3757] lr: 6.156e-04, eta: 5:16:50, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.5578, top5_acc: 0.7656, loss_cls: 1.9744, loss: 1.9744, grad_norm: 8.2345 2020-07-28 15:27:25,229 - mmaction - INFO - Epoch [173][20/3757] lr: 4.866e-04, eta: 5:16:41, time: 13.115, data_time: 12.535, memory: 5232, top1_acc: 0.5398, top5_acc: 0.7648, loss_cls: 1.9969, loss: 1.9969, grad_norm: 8.0887 2020-07-28 15:27:36,678 - mmaction - INFO - Epoch [173][40/3757] lr: 4.866e-04, eta: 5:16:28, time: 0.572, data_time: 0.006, memory: 5232, top1_acc: 0.5555, top5_acc: 0.7672, loss_cls: 1.9524, loss: 1.9524, grad_norm: 8.0510 2020-07-28 15:27:48,228 - mmaction - INFO - Epoch [173][60/3757] lr: 4.866e-04, eta: 5:16:16, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.5820, top5_acc: 0.7820, loss_cls: 1.8555, loss: 1.8555, grad_norm: 7.8225 2020-07-28 15:27:59,577 - mmaction - INFO - Epoch [173][80/3757] lr: 4.866e-04, eta: 5:16:03, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5594, top5_acc: 0.7531, loss_cls: 2.0118, loss: 2.0118, grad_norm: 8.0721 2020-07-28 15:28:11,026 - mmaction - INFO - Epoch [173][100/3757] lr: 4.866e-04, eta: 5:15:50, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.5859, top5_acc: 0.7883, loss_cls: 1.8122, loss: 1.8122, grad_norm: 7.9575 2020-07-28 15:28:22,339 - mmaction - INFO - Epoch [173][120/3757] lr: 4.866e-04, eta: 5:15:37, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5789, top5_acc: 0.7797, loss_cls: 1.8338, loss: 1.8338, grad_norm: 7.9774 2020-07-28 15:28:33,717 - mmaction - INFO - Epoch [173][140/3757] lr: 4.866e-04, eta: 5:15:25, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.5766, top5_acc: 0.7812, loss_cls: 1.8512, loss: 1.8512, grad_norm: 7.6925 2020-07-28 15:28:45,074 - mmaction - INFO - Epoch [173][160/3757] lr: 4.866e-04, eta: 5:15:12, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5750, top5_acc: 0.7930, loss_cls: 1.8249, loss: 1.8249, grad_norm: 8.0410 2020-07-28 15:28:56,490 - mmaction - INFO - Epoch [173][180/3757] lr: 4.866e-04, eta: 5:14:59, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5695, top5_acc: 0.7609, loss_cls: 1.8704, loss: 1.8704, grad_norm: 7.8339 2020-07-28 15:29:07,768 - mmaction - INFO - Epoch [173][200/3757] lr: 4.866e-04, eta: 5:14:46, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.5703, top5_acc: 0.7695, loss_cls: 1.9094, loss: 1.9094, grad_norm: 7.7245 2020-07-28 15:29:19,314 - mmaction - INFO - Epoch [173][220/3757] lr: 4.866e-04, eta: 5:14:34, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.5453, top5_acc: 0.7500, loss_cls: 2.0183, loss: 2.0183, grad_norm: 8.4433 2020-07-28 15:29:30,593 - mmaction - INFO - Epoch [173][240/3757] lr: 4.866e-04, eta: 5:14:21, time: 0.564, data_time: 0.001, memory: 5232, top1_acc: 0.5828, top5_acc: 0.7734, loss_cls: 1.8607, loss: 1.8607, grad_norm: 7.9096 2020-07-28 15:29:42,007 - mmaction - INFO - Epoch [173][260/3757] lr: 4.866e-04, eta: 5:14:08, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5516, top5_acc: 0.7633, loss_cls: 1.9174, loss: 1.9174, grad_norm: 7.8665 2020-07-28 15:29:53,427 - mmaction - INFO - Epoch [173][280/3757] lr: 4.866e-04, eta: 5:13:56, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5695, top5_acc: 0.7828, loss_cls: 1.8122, loss: 1.8122, grad_norm: 8.0530 2020-07-28 15:30:04,848 - mmaction - INFO - Epoch [173][300/3757] lr: 4.866e-04, eta: 5:13:43, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5437, top5_acc: 0.7680, loss_cls: 1.9266, loss: 1.9266, grad_norm: 7.9327 2020-07-28 15:30:16,240 - mmaction - INFO - Epoch [173][320/3757] lr: 4.866e-04, eta: 5:13:30, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.5719, top5_acc: 0.7719, loss_cls: 1.9238, loss: 1.9238, grad_norm: 8.2893 2020-07-28 15:30:27,699 - mmaction - INFO - Epoch [173][340/3757] lr: 4.866e-04, eta: 5:13:17, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5609, top5_acc: 0.7812, loss_cls: 1.8880, loss: 1.8880, grad_norm: 8.0627 2020-07-28 15:30:39,044 - mmaction - INFO - Epoch [173][360/3757] lr: 4.866e-04, eta: 5:13:05, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5664, top5_acc: 0.7672, loss_cls: 1.8815, loss: 1.8815, grad_norm: 7.7841 2020-07-28 15:30:50,542 - mmaction - INFO - Epoch [173][380/3757] lr: 4.866e-04, eta: 5:12:52, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5828, top5_acc: 0.7945, loss_cls: 1.8292, loss: 1.8292, grad_norm: 7.9298 2020-07-28 15:31:01,975 - mmaction - INFO - Epoch [173][400/3757] lr: 4.866e-04, eta: 5:12:39, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5461, top5_acc: 0.7688, loss_cls: 1.9690, loss: 1.9690, grad_norm: 8.3808 2020-07-28 15:31:13,206 - mmaction - INFO - Epoch [173][420/3757] lr: 4.866e-04, eta: 5:12:26, time: 0.562, data_time: 0.003, memory: 5232, top1_acc: 0.5687, top5_acc: 0.7781, loss_cls: 1.8605, loss: 1.8605, grad_norm: 8.0926 2020-07-28 15:31:24,541 - mmaction - INFO - Epoch [173][440/3757] lr: 4.866e-04, eta: 5:12:14, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5836, top5_acc: 0.7875, loss_cls: 1.8080, loss: 1.8080, grad_norm: 7.8786 2020-07-28 15:31:35,824 - mmaction - INFO - Epoch [173][460/3757] lr: 4.866e-04, eta: 5:12:01, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.5750, top5_acc: 0.7789, loss_cls: 1.8606, loss: 1.8606, grad_norm: 7.9689 2020-07-28 15:31:47,349 - mmaction - INFO - Epoch [173][480/3757] lr: 4.866e-04, eta: 5:11:48, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5484, top5_acc: 0.7789, loss_cls: 1.9262, loss: 1.9262, grad_norm: 8.3111 2020-07-28 15:31:58,800 - mmaction - INFO - Epoch [173][500/3757] lr: 4.866e-04, eta: 5:11:36, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.5656, top5_acc: 0.7789, loss_cls: 1.8285, loss: 1.8285, grad_norm: 7.8230 2020-07-28 15:32:11,177 - mmaction - INFO - Epoch [173][520/3757] lr: 4.866e-04, eta: 5:11:23, time: 0.619, data_time: 0.004, memory: 5232, top1_acc: 0.5523, top5_acc: 0.7844, loss_cls: 1.9402, loss: 1.9402, grad_norm: 8.1690 2020-07-28 15:32:22,536 - mmaction - INFO - Epoch [173][540/3757] lr: 4.866e-04, eta: 5:11:10, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5680, top5_acc: 0.7633, loss_cls: 1.9459, loss: 1.9459, grad_norm: 7.9800 2020-07-28 15:32:35,846 - mmaction - INFO - Epoch [173][560/3757] lr: 4.866e-04, eta: 5:10:58, time: 0.665, data_time: 0.003, memory: 5232, top1_acc: 0.5656, top5_acc: 0.7672, loss_cls: 1.8519, loss: 1.8519, grad_norm: 8.1087 2020-07-28 15:32:48,274 - mmaction - INFO - Epoch [173][580/3757] lr: 4.866e-04, eta: 5:10:45, time: 0.621, data_time: 0.003, memory: 5232, top1_acc: 0.5711, top5_acc: 0.7734, loss_cls: 1.9371, loss: 1.9371, grad_norm: 8.0540 2020-07-28 15:32:59,671 - mmaction - INFO - Epoch [173][600/3757] lr: 4.866e-04, eta: 5:10:32, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5797, top5_acc: 0.7969, loss_cls: 1.7878, loss: 1.7878, grad_norm: 7.7225 2020-07-28 15:33:11,059 - mmaction - INFO - Epoch [173][620/3757] lr: 4.866e-04, eta: 5:10:19, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5680, top5_acc: 0.7641, loss_cls: 1.8941, loss: 1.8941, grad_norm: 7.9495 2020-07-28 15:33:22,484 - mmaction - INFO - Epoch [173][640/3757] lr: 4.866e-04, eta: 5:10:07, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5586, top5_acc: 0.7734, loss_cls: 1.8709, loss: 1.8709, grad_norm: 8.1339 2020-07-28 15:33:33,893 - mmaction - INFO - Epoch [173][660/3757] lr: 4.866e-04, eta: 5:09:54, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.5609, top5_acc: 0.7672, loss_cls: 1.9446, loss: 1.9446, grad_norm: 8.0975 2020-07-28 15:33:45,390 - mmaction - INFO - Epoch [173][680/3757] lr: 4.866e-04, eta: 5:09:41, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5813, top5_acc: 0.7734, loss_cls: 1.8486, loss: 1.8486, grad_norm: 7.8431 2020-07-28 15:33:56,818 - mmaction - INFO - Epoch [173][700/3757] lr: 4.866e-04, eta: 5:09:29, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5539, top5_acc: 0.7789, loss_cls: 1.9217, loss: 1.9217, grad_norm: 8.0430 2020-07-28 15:34:08,139 - mmaction - INFO - Epoch [173][720/3757] lr: 4.866e-04, eta: 5:09:16, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5813, top5_acc: 0.7797, loss_cls: 1.8537, loss: 1.8537, grad_norm: 7.9193 2020-07-28 15:34:19,557 - mmaction - INFO - Epoch [173][740/3757] lr: 4.866e-04, eta: 5:09:03, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5813, top5_acc: 0.7703, loss_cls: 1.8437, loss: 1.8437, grad_norm: 7.8839 2020-07-28 15:34:31,202 - mmaction - INFO - Epoch [173][760/3757] lr: 4.866e-04, eta: 5:08:50, time: 0.583, data_time: 0.018, memory: 5232, top1_acc: 0.5570, top5_acc: 0.7609, loss_cls: 1.9646, loss: 1.9646, grad_norm: 8.2102 2020-07-28 15:34:42,661 - mmaction - INFO - Epoch [173][780/3757] lr: 4.866e-04, eta: 5:08:38, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5477, top5_acc: 0.7570, loss_cls: 1.9936, loss: 1.9936, grad_norm: 8.1337 2020-07-28 15:34:54,103 - mmaction - INFO - Epoch [173][800/3757] lr: 4.866e-04, eta: 5:08:25, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5750, top5_acc: 0.7891, loss_cls: 1.8022, loss: 1.8022, grad_norm: 7.9113 2020-07-28 15:35:05,561 - mmaction - INFO - Epoch [173][820/3757] lr: 4.866e-04, eta: 5:08:12, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5445, top5_acc: 0.7680, loss_cls: 1.9189, loss: 1.9189, grad_norm: 8.3633 2020-07-28 15:35:16,965 - mmaction - INFO - Epoch [173][840/3757] lr: 4.866e-04, eta: 5:08:00, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.5602, top5_acc: 0.7688, loss_cls: 1.8636, loss: 1.8636, grad_norm: 7.9341 2020-07-28 15:35:28,491 - mmaction - INFO - Epoch [173][860/3757] lr: 4.866e-04, eta: 5:07:47, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5594, top5_acc: 0.7578, loss_cls: 1.9512, loss: 1.9512, grad_norm: 7.9112 2020-07-28 15:35:39,884 - mmaction - INFO - Epoch [173][880/3757] lr: 4.866e-04, eta: 5:07:34, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5633, top5_acc: 0.7672, loss_cls: 1.9346, loss: 1.9346, grad_norm: 8.0982 2020-07-28 15:35:51,611 - mmaction - INFO - Epoch [173][900/3757] lr: 4.866e-04, eta: 5:07:21, time: 0.586, data_time: 0.020, memory: 5232, top1_acc: 0.5938, top5_acc: 0.7945, loss_cls: 1.7597, loss: 1.7597, grad_norm: 7.8732 2020-07-28 15:36:03,031 - mmaction - INFO - Epoch [173][920/3757] lr: 4.866e-04, eta: 5:07:09, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5641, top5_acc: 0.7633, loss_cls: 1.9420, loss: 1.9420, grad_norm: 8.3193 2020-07-28 15:36:14,557 - mmaction - INFO - Epoch [173][940/3757] lr: 4.866e-04, eta: 5:06:56, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.5742, top5_acc: 0.7750, loss_cls: 1.8750, loss: 1.8750, grad_norm: 7.8237 2020-07-28 15:36:26,030 - mmaction - INFO - Epoch [173][960/3757] lr: 4.866e-04, eta: 5:06:43, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5609, top5_acc: 0.7523, loss_cls: 1.9555, loss: 1.9555, grad_norm: 8.1280 2020-07-28 15:36:37,499 - mmaction - INFO - Epoch [173][980/3757] lr: 4.866e-04, eta: 5:06:31, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5508, top5_acc: 0.7680, loss_cls: 1.9018, loss: 1.9018, grad_norm: 8.0443 2020-07-28 15:36:48,910 - mmaction - INFO - Epoch [173][1000/3757] lr: 4.866e-04, eta: 5:06:18, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5891, top5_acc: 0.7992, loss_cls: 1.7819, loss: 1.7819, grad_norm: 8.0126 2020-07-28 15:37:00,372 - mmaction - INFO - Epoch [173][1020/3757] lr: 4.866e-04, eta: 5:06:05, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.5969, top5_acc: 0.7961, loss_cls: 1.7560, loss: 1.7560, grad_norm: 7.3833 2020-07-28 15:37:12,041 - mmaction - INFO - Epoch [173][1040/3757] lr: 4.866e-04, eta: 5:05:52, time: 0.583, data_time: 0.018, memory: 5232, top1_acc: 0.5516, top5_acc: 0.7602, loss_cls: 1.9828, loss: 1.9828, grad_norm: 8.3117 2020-07-28 15:37:23,487 - mmaction - INFO - Epoch [173][1060/3757] lr: 4.866e-04, eta: 5:05:40, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5773, top5_acc: 0.7898, loss_cls: 1.7939, loss: 1.7939, grad_norm: 7.8627 2020-07-28 15:37:34,970 - mmaction - INFO - Epoch [173][1080/3757] lr: 4.866e-04, eta: 5:05:27, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5594, top5_acc: 0.7867, loss_cls: 1.8543, loss: 1.8543, grad_norm: 8.1255 2020-07-28 15:37:46,499 - mmaction - INFO - Epoch [173][1100/3757] lr: 4.866e-04, eta: 5:05:14, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5492, top5_acc: 0.7500, loss_cls: 2.0009, loss: 2.0009, grad_norm: 8.4869 2020-07-28 15:37:57,937 - mmaction - INFO - Epoch [173][1120/3757] lr: 4.866e-04, eta: 5:05:02, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5523, top5_acc: 0.7539, loss_cls: 1.9816, loss: 1.9816, grad_norm: 8.1008 2020-07-28 15:38:09,351 - mmaction - INFO - Epoch [173][1140/3757] lr: 4.866e-04, eta: 5:04:49, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5563, top5_acc: 0.7797, loss_cls: 1.9150, loss: 1.9150, grad_norm: 7.8469 2020-07-28 15:38:20,782 - mmaction - INFO - Epoch [173][1160/3757] lr: 4.866e-04, eta: 5:04:36, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5570, top5_acc: 0.7602, loss_cls: 1.9580, loss: 1.9580, grad_norm: 8.1676 2020-07-28 15:38:32,253 - mmaction - INFO - Epoch [173][1180/3757] lr: 4.866e-04, eta: 5:04:23, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.5453, top5_acc: 0.7492, loss_cls: 1.9875, loss: 1.9875, grad_norm: 8.2560 2020-07-28 15:38:43,805 - mmaction - INFO - Epoch [173][1200/3757] lr: 4.866e-04, eta: 5:04:11, time: 0.578, data_time: 0.006, memory: 5232, top1_acc: 0.5414, top5_acc: 0.7453, loss_cls: 2.0565, loss: 2.0565, grad_norm: 8.1926 2020-07-28 15:38:55,323 - mmaction - INFO - Epoch [173][1220/3757] lr: 4.866e-04, eta: 5:03:58, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.5578, top5_acc: 0.7711, loss_cls: 1.8916, loss: 1.8916, grad_norm: 8.0493 2020-07-28 15:39:06,828 - mmaction - INFO - Epoch [173][1240/3757] lr: 4.866e-04, eta: 5:03:45, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5836, top5_acc: 0.7969, loss_cls: 1.7909, loss: 1.7909, grad_norm: 7.9957 2020-07-28 15:39:18,283 - mmaction - INFO - Epoch [173][1260/3757] lr: 4.866e-04, eta: 5:03:33, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5414, top5_acc: 0.7656, loss_cls: 1.9830, loss: 1.9830, grad_norm: 8.2259 2020-07-28 15:39:29,650 - mmaction - INFO - Epoch [173][1280/3757] lr: 4.866e-04, eta: 5:03:20, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.5820, top5_acc: 0.7680, loss_cls: 1.8823, loss: 1.8823, grad_norm: 8.0782 2020-07-28 15:39:40,948 - mmaction - INFO - Epoch [173][1300/3757] lr: 4.866e-04, eta: 5:03:07, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.5945, top5_acc: 0.7883, loss_cls: 1.8102, loss: 1.8102, grad_norm: 7.8546 2020-07-28 15:39:52,451 - mmaction - INFO - Epoch [173][1320/3757] lr: 4.866e-04, eta: 5:02:54, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5508, top5_acc: 0.7633, loss_cls: 1.9749, loss: 1.9749, grad_norm: 8.2164 2020-07-28 15:40:03,900 - mmaction - INFO - Epoch [173][1340/3757] lr: 4.866e-04, eta: 5:02:42, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5703, top5_acc: 0.7883, loss_cls: 1.8331, loss: 1.8331, grad_norm: 8.0083 2020-07-28 15:40:15,404 - mmaction - INFO - Epoch [173][1360/3757] lr: 4.866e-04, eta: 5:02:29, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.5563, top5_acc: 0.7719, loss_cls: 1.8794, loss: 1.8794, grad_norm: 7.9776 2020-07-28 15:40:26,786 - mmaction - INFO - Epoch [173][1380/3757] lr: 4.866e-04, eta: 5:02:16, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5836, top5_acc: 0.7859, loss_cls: 1.8200, loss: 1.8200, grad_norm: 7.7932 2020-07-28 15:40:38,164 - mmaction - INFO - Epoch [173][1400/3757] lr: 4.866e-04, eta: 5:02:03, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5477, top5_acc: 0.7703, loss_cls: 1.9054, loss: 1.9054, grad_norm: 8.3779 2020-07-28 15:40:49,689 - mmaction - INFO - Epoch [173][1420/3757] lr: 4.866e-04, eta: 5:01:51, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5461, top5_acc: 0.7609, loss_cls: 1.9166, loss: 1.9166, grad_norm: 8.4284 2020-07-28 15:41:01,059 - mmaction - INFO - Epoch [173][1440/3757] lr: 4.866e-04, eta: 5:01:38, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.5664, top5_acc: 0.7648, loss_cls: 1.9627, loss: 1.9627, grad_norm: 8.3506 2020-07-28 15:41:12,488 - mmaction - INFO - Epoch [173][1460/3757] lr: 4.866e-04, eta: 5:01:25, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5625, top5_acc: 0.7930, loss_cls: 1.9043, loss: 1.9043, grad_norm: 8.1440 2020-07-28 15:41:23,888 - mmaction - INFO - Epoch [173][1480/3757] lr: 4.866e-04, eta: 5:01:13, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5523, top5_acc: 0.7547, loss_cls: 1.9329, loss: 1.9329, grad_norm: 8.1590 2020-07-28 15:41:35,383 - mmaction - INFO - Epoch [173][1500/3757] lr: 4.866e-04, eta: 5:01:00, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5711, top5_acc: 0.7906, loss_cls: 1.8579, loss: 1.8579, grad_norm: 8.2473 2020-07-28 15:41:46,835 - mmaction - INFO - Epoch [173][1520/3757] lr: 4.866e-04, eta: 5:00:47, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5680, top5_acc: 0.7664, loss_cls: 1.9366, loss: 1.9366, grad_norm: 7.9777 2020-07-28 15:41:58,282 - mmaction - INFO - Epoch [173][1540/3757] lr: 4.866e-04, eta: 5:00:34, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5625, top5_acc: 0.7766, loss_cls: 1.8868, loss: 1.8868, grad_norm: 8.0713 2020-07-28 15:42:09,647 - mmaction - INFO - Epoch [173][1560/3757] lr: 4.866e-04, eta: 5:00:22, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5500, top5_acc: 0.7648, loss_cls: 1.8808, loss: 1.8808, grad_norm: 8.1339 2020-07-28 15:42:21,193 - mmaction - INFO - Epoch [173][1580/3757] lr: 4.866e-04, eta: 5:00:09, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.5711, top5_acc: 0.7820, loss_cls: 1.8346, loss: 1.8346, grad_norm: 7.9989 2020-07-28 15:42:32,593 - mmaction - INFO - Epoch [173][1600/3757] lr: 4.866e-04, eta: 4:59:56, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.5766, top5_acc: 0.7805, loss_cls: 1.8818, loss: 1.8818, grad_norm: 8.1443 2020-07-28 15:42:44,023 - mmaction - INFO - Epoch [173][1620/3757] lr: 4.866e-04, eta: 4:59:44, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5414, top5_acc: 0.7469, loss_cls: 2.0375, loss: 2.0375, grad_norm: 8.3218 2020-07-28 15:42:55,428 - mmaction - INFO - Epoch [173][1640/3757] lr: 4.866e-04, eta: 4:59:31, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5516, top5_acc: 0.7664, loss_cls: 1.9439, loss: 1.9439, grad_norm: 8.3935 2020-07-28 15:43:06,944 - mmaction - INFO - Epoch [173][1660/3757] lr: 4.866e-04, eta: 4:59:18, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5547, top5_acc: 0.7594, loss_cls: 1.9414, loss: 1.9414, grad_norm: 8.1280 2020-07-28 15:43:18,322 - mmaction - INFO - Epoch [173][1680/3757] lr: 4.866e-04, eta: 4:59:05, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5633, top5_acc: 0.7727, loss_cls: 1.8858, loss: 1.8858, grad_norm: 8.0594 2020-07-28 15:43:29,771 - mmaction - INFO - Epoch [173][1700/3757] lr: 4.866e-04, eta: 4:58:53, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5727, top5_acc: 0.7820, loss_cls: 1.8338, loss: 1.8338, grad_norm: 7.9616 2020-07-28 15:43:41,163 - mmaction - INFO - Epoch [173][1720/3757] lr: 4.866e-04, eta: 4:58:40, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5766, top5_acc: 0.7773, loss_cls: 1.8819, loss: 1.8819, grad_norm: 7.7268 2020-07-28 15:43:52,584 - mmaction - INFO - Epoch [173][1740/3757] lr: 4.866e-04, eta: 4:58:27, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5680, top5_acc: 0.7695, loss_cls: 1.9324, loss: 1.9324, grad_norm: 7.8950 2020-07-28 15:44:04,036 - mmaction - INFO - Epoch [173][1760/3757] lr: 4.866e-04, eta: 4:58:15, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5586, top5_acc: 0.7719, loss_cls: 1.9240, loss: 1.9240, grad_norm: 8.0217 2020-07-28 15:44:15,450 - mmaction - INFO - Epoch [173][1780/3757] lr: 4.866e-04, eta: 4:58:02, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5586, top5_acc: 0.7672, loss_cls: 1.9477, loss: 1.9477, grad_norm: 8.1512 2020-07-28 15:44:26,937 - mmaction - INFO - Epoch [173][1800/3757] lr: 4.866e-04, eta: 4:57:49, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.5531, top5_acc: 0.7703, loss_cls: 1.9398, loss: 1.9398, grad_norm: 8.2778 2020-07-28 15:44:38,293 - mmaction - INFO - Epoch [173][1820/3757] lr: 4.866e-04, eta: 4:57:36, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5289, top5_acc: 0.7594, loss_cls: 2.0261, loss: 2.0261, grad_norm: 8.2648 2020-07-28 15:44:49,866 - mmaction - INFO - Epoch [173][1840/3757] lr: 4.866e-04, eta: 4:57:24, time: 0.579, data_time: 0.013, memory: 5232, top1_acc: 0.5867, top5_acc: 0.7727, loss_cls: 1.8427, loss: 1.8427, grad_norm: 8.0384 2020-07-28 15:45:01,303 - mmaction - INFO - Epoch [173][1860/3757] lr: 4.866e-04, eta: 4:57:11, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5602, top5_acc: 0.7812, loss_cls: 1.8704, loss: 1.8704, grad_norm: 7.8118 2020-07-28 15:45:12,758 - mmaction - INFO - Epoch [173][1880/3757] lr: 4.866e-04, eta: 4:56:58, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5766, top5_acc: 0.7852, loss_cls: 1.8742, loss: 1.8742, grad_norm: 7.9562 2020-07-28 15:45:24,194 - mmaction - INFO - Epoch [173][1900/3757] lr: 4.866e-04, eta: 4:56:46, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5422, top5_acc: 0.7523, loss_cls: 2.0005, loss: 2.0005, grad_norm: 8.1598 2020-07-28 15:45:35,602 - mmaction - INFO - Epoch [173][1920/3757] lr: 4.866e-04, eta: 4:56:33, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5789, top5_acc: 0.7734, loss_cls: 1.8393, loss: 1.8393, grad_norm: 7.9264 2020-07-28 15:45:47,105 - mmaction - INFO - Epoch [173][1940/3757] lr: 4.866e-04, eta: 4:56:20, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5758, top5_acc: 0.7797, loss_cls: 1.8404, loss: 1.8404, grad_norm: 7.9753 2020-07-28 15:45:58,493 - mmaction - INFO - Epoch [173][1960/3757] lr: 4.866e-04, eta: 4:56:07, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5594, top5_acc: 0.7805, loss_cls: 1.9228, loss: 1.9228, grad_norm: 8.3532 2020-07-28 15:46:09,977 - mmaction - INFO - Epoch [173][1980/3757] lr: 4.866e-04, eta: 4:55:55, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5414, top5_acc: 0.7562, loss_cls: 1.9922, loss: 1.9922, grad_norm: 8.1443 2020-07-28 15:46:21,459 - mmaction - INFO - Epoch [173][2000/3757] lr: 4.866e-04, eta: 4:55:42, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5516, top5_acc: 0.7859, loss_cls: 1.8580, loss: 1.8580, grad_norm: 8.0696 2020-07-28 15:46:32,912 - mmaction - INFO - Epoch [173][2020/3757] lr: 4.866e-04, eta: 4:55:29, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5531, top5_acc: 0.7742, loss_cls: 1.9180, loss: 1.9180, grad_norm: 8.0730 2020-07-28 15:46:44,480 - mmaction - INFO - Epoch [173][2040/3757] lr: 4.866e-04, eta: 4:55:17, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.5711, top5_acc: 0.7867, loss_cls: 1.8038, loss: 1.8038, grad_norm: 7.9265 2020-07-28 15:46:55,880 - mmaction - INFO - Epoch [173][2060/3757] lr: 4.866e-04, eta: 4:55:04, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.5211, top5_acc: 0.7484, loss_cls: 1.9981, loss: 1.9981, grad_norm: 8.4841 2020-07-28 15:47:07,349 - mmaction - INFO - Epoch [173][2080/3757] lr: 4.866e-04, eta: 4:54:51, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5820, top5_acc: 0.7930, loss_cls: 1.7850, loss: 1.7850, grad_norm: 7.8927 2020-07-28 15:47:18,836 - mmaction - INFO - Epoch [173][2100/3757] lr: 4.866e-04, eta: 4:54:38, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5617, top5_acc: 0.7719, loss_cls: 1.9229, loss: 1.9229, grad_norm: 7.9344 2020-07-28 15:47:30,179 - mmaction - INFO - Epoch [173][2120/3757] lr: 4.866e-04, eta: 4:54:26, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5672, top5_acc: 0.7836, loss_cls: 1.8706, loss: 1.8706, grad_norm: 8.2631 2020-07-28 15:47:41,624 - mmaction - INFO - Epoch [173][2140/3757] lr: 4.866e-04, eta: 4:54:13, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5703, top5_acc: 0.7852, loss_cls: 1.8360, loss: 1.8360, grad_norm: 8.0537 2020-07-28 15:47:53,177 - mmaction - INFO - Epoch [173][2160/3757] lr: 4.866e-04, eta: 4:54:00, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.5414, top5_acc: 0.7680, loss_cls: 1.9434, loss: 1.9434, grad_norm: 8.3064 2020-07-28 15:48:04,598 - mmaction - INFO - Epoch [173][2180/3757] lr: 4.866e-04, eta: 4:53:48, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.5586, top5_acc: 0.7828, loss_cls: 1.8623, loss: 1.8623, grad_norm: 7.8336 2020-07-28 15:48:16,059 - mmaction - INFO - Epoch [173][2200/3757] lr: 4.866e-04, eta: 4:53:35, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5445, top5_acc: 0.7617, loss_cls: 2.0102, loss: 2.0102, grad_norm: 8.4659 2020-07-28 15:48:27,395 - mmaction - INFO - Epoch [173][2220/3757] lr: 4.866e-04, eta: 4:53:22, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.5719, top5_acc: 0.7828, loss_cls: 1.8274, loss: 1.8274, grad_norm: 7.9950 2020-07-28 15:48:38,846 - mmaction - INFO - Epoch [173][2240/3757] lr: 4.866e-04, eta: 4:53:09, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5547, top5_acc: 0.7766, loss_cls: 1.9104, loss: 1.9104, grad_norm: 8.2723 2020-07-28 15:48:50,216 - mmaction - INFO - Epoch [173][2260/3757] lr: 4.866e-04, eta: 4:52:57, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5797, top5_acc: 0.7836, loss_cls: 1.8112, loss: 1.8112, grad_norm: 7.8667 2020-07-28 15:49:01,570 - mmaction - INFO - Epoch [173][2280/3757] lr: 4.866e-04, eta: 4:52:44, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5805, top5_acc: 0.7867, loss_cls: 1.8064, loss: 1.8064, grad_norm: 8.0223 2020-07-28 15:49:13,059 - mmaction - INFO - Epoch [173][2300/3757] lr: 4.866e-04, eta: 4:52:31, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5578, top5_acc: 0.7711, loss_cls: 1.8887, loss: 1.8887, grad_norm: 7.9672 2020-07-28 15:49:24,514 - mmaction - INFO - Epoch [173][2320/3757] lr: 4.866e-04, eta: 4:52:19, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5719, top5_acc: 0.7633, loss_cls: 1.8885, loss: 1.8885, grad_norm: 8.2317 2020-07-28 15:49:35,945 - mmaction - INFO - Epoch [173][2340/3757] lr: 4.866e-04, eta: 4:52:06, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5813, top5_acc: 0.7797, loss_cls: 1.8230, loss: 1.8230, grad_norm: 7.9152 2020-07-28 15:49:47,433 - mmaction - INFO - Epoch [173][2360/3757] lr: 4.866e-04, eta: 4:51:53, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5680, top5_acc: 0.7867, loss_cls: 1.8739, loss: 1.8739, grad_norm: 8.1392 2020-07-28 15:49:58,886 - mmaction - INFO - Epoch [173][2380/3757] lr: 4.866e-04, eta: 4:51:41, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5703, top5_acc: 0.7820, loss_cls: 1.8627, loss: 1.8627, grad_norm: 7.7537 2020-07-28 15:50:10,366 - mmaction - INFO - Epoch [173][2400/3757] lr: 4.866e-04, eta: 4:51:28, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5602, top5_acc: 0.7648, loss_cls: 1.9002, loss: 1.9002, grad_norm: 7.9991 2020-07-28 15:50:21,840 - mmaction - INFO - Epoch [173][2420/3757] lr: 4.866e-04, eta: 4:51:15, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.5570, top5_acc: 0.7695, loss_cls: 1.8965, loss: 1.8965, grad_norm: 8.1797 2020-07-28 15:50:33,245 - mmaction - INFO - Epoch [173][2440/3757] lr: 4.866e-04, eta: 4:51:02, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5656, top5_acc: 0.7633, loss_cls: 1.9353, loss: 1.9353, grad_norm: 8.0567 2020-07-28 15:50:44,696 - mmaction - INFO - Epoch [173][2460/3757] lr: 4.866e-04, eta: 4:50:50, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5391, top5_acc: 0.7703, loss_cls: 1.9640, loss: 1.9640, grad_norm: 8.4711 2020-07-28 15:50:56,247 - mmaction - INFO - Epoch [173][2480/3757] lr: 4.866e-04, eta: 4:50:37, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.5695, top5_acc: 0.7609, loss_cls: 1.9241, loss: 1.9241, grad_norm: 8.0126 2020-07-28 15:51:07,738 - mmaction - INFO - Epoch [173][2500/3757] lr: 4.866e-04, eta: 4:50:24, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.6047, top5_acc: 0.8055, loss_cls: 1.7312, loss: 1.7312, grad_norm: 7.7314 2020-07-28 15:51:19,111 - mmaction - INFO - Epoch [173][2520/3757] lr: 4.866e-04, eta: 4:50:12, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.5570, top5_acc: 0.7711, loss_cls: 1.8133, loss: 1.8133, grad_norm: 8.0248 2020-07-28 15:51:30,480 - mmaction - INFO - Epoch [173][2540/3757] lr: 4.866e-04, eta: 4:49:59, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.5602, top5_acc: 0.7797, loss_cls: 1.8645, loss: 1.8645, grad_norm: 8.1248 2020-07-28 15:51:41,931 - mmaction - INFO - Epoch [173][2560/3757] lr: 4.866e-04, eta: 4:49:46, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5672, top5_acc: 0.7680, loss_cls: 1.8873, loss: 1.8873, grad_norm: 8.0323 2020-07-28 15:51:53,471 - mmaction - INFO - Epoch [173][2580/3757] lr: 4.866e-04, eta: 4:49:33, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.5719, top5_acc: 0.7898, loss_cls: 1.8760, loss: 1.8760, grad_norm: 7.9482 2020-07-28 15:52:04,957 - mmaction - INFO - Epoch [173][2600/3757] lr: 4.866e-04, eta: 4:49:21, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5711, top5_acc: 0.7719, loss_cls: 1.9136, loss: 1.9136, grad_norm: 8.0310 2020-07-28 15:52:16,464 - mmaction - INFO - Epoch [173][2620/3757] lr: 4.866e-04, eta: 4:49:08, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5734, top5_acc: 0.7898, loss_cls: 1.8416, loss: 1.8416, grad_norm: 8.1615 2020-07-28 15:52:27,888 - mmaction - INFO - Epoch [173][2640/3757] lr: 4.866e-04, eta: 4:48:55, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5656, top5_acc: 0.7703, loss_cls: 1.8803, loss: 1.8803, grad_norm: 7.8672 2020-07-28 15:52:39,298 - mmaction - INFO - Epoch [173][2660/3757] lr: 4.866e-04, eta: 4:48:43, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.5508, top5_acc: 0.7617, loss_cls: 1.9122, loss: 1.9122, grad_norm: 8.1709 2020-07-28 15:52:50,779 - mmaction - INFO - Epoch [173][2680/3757] lr: 4.866e-04, eta: 4:48:30, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5609, top5_acc: 0.7805, loss_cls: 1.8814, loss: 1.8814, grad_norm: 8.2049 2020-07-28 15:53:02,187 - mmaction - INFO - Epoch [173][2700/3757] lr: 4.866e-04, eta: 4:48:17, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5547, top5_acc: 0.7570, loss_cls: 1.9384, loss: 1.9384, grad_norm: 8.1546 2020-07-28 15:53:13,708 - mmaction - INFO - Epoch [173][2720/3757] lr: 4.866e-04, eta: 4:48:04, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5617, top5_acc: 0.7898, loss_cls: 1.9275, loss: 1.9275, grad_norm: 8.3910 2020-07-28 15:53:25,138 - mmaction - INFO - Epoch [173][2740/3757] lr: 4.866e-04, eta: 4:47:52, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.5422, top5_acc: 0.7570, loss_cls: 1.9758, loss: 1.9758, grad_norm: 8.1650 2020-07-28 15:53:36,530 - mmaction - INFO - Epoch [173][2760/3757] lr: 4.866e-04, eta: 4:47:39, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5633, top5_acc: 0.7625, loss_cls: 1.9028, loss: 1.9028, grad_norm: 8.0628 2020-07-28 15:53:47,986 - mmaction - INFO - Epoch [173][2780/3757] lr: 4.866e-04, eta: 4:47:26, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5586, top5_acc: 0.7602, loss_cls: 1.9481, loss: 1.9481, grad_norm: 8.1519 2020-07-28 15:53:59,471 - mmaction - INFO - Epoch [173][2800/3757] lr: 4.866e-04, eta: 4:47:14, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5461, top5_acc: 0.7727, loss_cls: 1.9322, loss: 1.9322, grad_norm: 8.2470 2020-07-28 15:54:10,892 - mmaction - INFO - Epoch [173][2820/3757] lr: 4.866e-04, eta: 4:47:01, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5641, top5_acc: 0.7656, loss_cls: 1.8840, loss: 1.8840, grad_norm: 7.9818 2020-07-28 15:54:22,307 - mmaction - INFO - Epoch [173][2840/3757] lr: 4.866e-04, eta: 4:46:48, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5883, top5_acc: 0.7836, loss_cls: 1.7615, loss: 1.7615, grad_norm: 7.8661 2020-07-28 15:54:33,669 - mmaction - INFO - Epoch [173][2860/3757] lr: 4.866e-04, eta: 4:46:35, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.5820, top5_acc: 0.7742, loss_cls: 1.8328, loss: 1.8328, grad_norm: 8.0078 2020-07-28 15:54:45,080 - mmaction - INFO - Epoch [173][2880/3757] lr: 4.866e-04, eta: 4:46:23, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5734, top5_acc: 0.7742, loss_cls: 1.8334, loss: 1.8334, grad_norm: 7.8631 2020-07-28 15:54:56,518 - mmaction - INFO - Epoch [173][2900/3757] lr: 4.866e-04, eta: 4:46:10, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5617, top5_acc: 0.7797, loss_cls: 1.8489, loss: 1.8489, grad_norm: 8.1521 2020-07-28 15:55:08,081 - mmaction - INFO - Epoch [173][2920/3757] lr: 4.866e-04, eta: 4:45:57, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.5445, top5_acc: 0.7586, loss_cls: 1.9816, loss: 1.9816, grad_norm: 8.0706 2020-07-28 15:55:19,562 - mmaction - INFO - Epoch [173][2940/3757] lr: 4.866e-04, eta: 4:45:45, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5609, top5_acc: 0.7820, loss_cls: 1.8597, loss: 1.8597, grad_norm: 8.2017 2020-07-28 15:55:31,036 - mmaction - INFO - Epoch [173][2960/3757] lr: 4.866e-04, eta: 4:45:32, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5422, top5_acc: 0.7594, loss_cls: 2.0225, loss: 2.0225, grad_norm: 8.3950 2020-07-28 15:55:42,528 - mmaction - INFO - Epoch [173][2980/3757] lr: 4.866e-04, eta: 4:45:19, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5914, top5_acc: 0.7836, loss_cls: 1.7939, loss: 1.7939, grad_norm: 7.7693 2020-07-28 15:55:53,895 - mmaction - INFO - Epoch [173][3000/3757] lr: 4.866e-04, eta: 4:45:07, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.5406, top5_acc: 0.7461, loss_cls: 1.9838, loss: 1.9838, grad_norm: 8.3604 2020-07-28 15:56:05,342 - mmaction - INFO - Epoch [173][3020/3757] lr: 4.866e-04, eta: 4:44:54, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5391, top5_acc: 0.7688, loss_cls: 1.9610, loss: 1.9610, grad_norm: 8.2859 2020-07-28 15:56:16,695 - mmaction - INFO - Epoch [173][3040/3757] lr: 4.866e-04, eta: 4:44:41, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5820, top5_acc: 0.7906, loss_cls: 1.8474, loss: 1.8474, grad_norm: 7.7238 2020-07-28 15:56:28,149 - mmaction - INFO - Epoch [173][3060/3757] lr: 4.866e-04, eta: 4:44:28, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5711, top5_acc: 0.7820, loss_cls: 1.9206, loss: 1.9206, grad_norm: 7.9740 2020-07-28 15:56:39,527 - mmaction - INFO - Epoch [173][3080/3757] lr: 4.866e-04, eta: 4:44:16, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.5461, top5_acc: 0.7555, loss_cls: 1.9818, loss: 1.9818, grad_norm: 8.1141 2020-07-28 15:56:50,991 - mmaction - INFO - Epoch [173][3100/3757] lr: 4.866e-04, eta: 4:44:03, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5719, top5_acc: 0.7906, loss_cls: 1.8325, loss: 1.8325, grad_norm: 7.8997 2020-07-28 15:57:02,488 - mmaction - INFO - Epoch [173][3120/3757] lr: 4.866e-04, eta: 4:43:50, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5789, top5_acc: 0.7937, loss_cls: 1.7993, loss: 1.7993, grad_norm: 7.9221 2020-07-28 15:57:13,927 - mmaction - INFO - Epoch [173][3140/3757] lr: 4.866e-04, eta: 4:43:38, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5664, top5_acc: 0.7648, loss_cls: 1.8854, loss: 1.8854, grad_norm: 7.8825 2020-07-28 15:57:25,755 - mmaction - INFO - Epoch [173][3160/3757] lr: 4.866e-04, eta: 4:43:25, time: 0.591, data_time: 0.024, memory: 5232, top1_acc: 0.5570, top5_acc: 0.7539, loss_cls: 1.9297, loss: 1.9297, grad_norm: 8.1385 2020-07-28 15:57:37,290 - mmaction - INFO - Epoch [173][3180/3757] lr: 4.866e-04, eta: 4:43:12, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.5828, top5_acc: 0.7781, loss_cls: 1.8180, loss: 1.8180, grad_norm: 7.7845 2020-07-28 15:57:48,853 - mmaction - INFO - Epoch [173][3200/3757] lr: 4.866e-04, eta: 4:42:59, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.5672, top5_acc: 0.7766, loss_cls: 1.9273, loss: 1.9273, grad_norm: 8.0899 2020-07-28 15:58:00,292 - mmaction - INFO - Epoch [173][3220/3757] lr: 4.866e-04, eta: 4:42:47, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5648, top5_acc: 0.7633, loss_cls: 1.9247, loss: 1.9247, grad_norm: 7.9635 2020-07-28 15:58:11,761 - mmaction - INFO - Epoch [173][3240/3757] lr: 4.866e-04, eta: 4:42:34, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5727, top5_acc: 0.7875, loss_cls: 1.8495, loss: 1.8495, grad_norm: 8.0569 2020-07-28 15:58:23,169 - mmaction - INFO - Epoch [173][3260/3757] lr: 4.866e-04, eta: 4:42:21, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5477, top5_acc: 0.7617, loss_cls: 1.9079, loss: 1.9079, grad_norm: 8.3965 2020-07-28 15:58:34,611 - mmaction - INFO - Epoch [173][3280/3757] lr: 4.866e-04, eta: 4:42:09, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5672, top5_acc: 0.7602, loss_cls: 1.9216, loss: 1.9216, grad_norm: 8.1913 2020-07-28 15:58:46,041 - mmaction - INFO - Epoch [173][3300/3757] lr: 4.866e-04, eta: 4:41:56, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5336, top5_acc: 0.7406, loss_cls: 2.0442, loss: 2.0442, grad_norm: 8.1497 2020-07-28 15:58:57,435 - mmaction - INFO - Epoch [173][3320/3757] lr: 4.866e-04, eta: 4:41:43, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5508, top5_acc: 0.7781, loss_cls: 1.8888, loss: 1.8888, grad_norm: 7.9301 2020-07-28 15:59:08,872 - mmaction - INFO - Epoch [173][3340/3757] lr: 4.866e-04, eta: 4:41:30, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5305, top5_acc: 0.7664, loss_cls: 1.9817, loss: 1.9817, grad_norm: 8.4359 2020-07-28 15:59:20,284 - mmaction - INFO - Epoch [173][3360/3757] lr: 4.866e-04, eta: 4:41:18, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5633, top5_acc: 0.7664, loss_cls: 1.8980, loss: 1.8980, grad_norm: 8.2363 2020-07-28 15:59:31,728 - mmaction - INFO - Epoch [173][3380/3757] lr: 4.866e-04, eta: 4:41:05, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.5516, top5_acc: 0.7625, loss_cls: 1.9587, loss: 1.9587, grad_norm: 8.3766 2020-07-28 15:59:43,279 - mmaction - INFO - Epoch [173][3400/3757] lr: 4.866e-04, eta: 4:40:52, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.5727, top5_acc: 0.7789, loss_cls: 1.8618, loss: 1.8618, grad_norm: 8.3785 2020-07-28 15:59:54,801 - mmaction - INFO - Epoch [173][3420/3757] lr: 4.866e-04, eta: 4:40:40, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5680, top5_acc: 0.7688, loss_cls: 1.9198, loss: 1.9198, grad_norm: 8.0419 2020-07-28 16:00:14,708 - mmaction - INFO - Epoch [173][3440/3757] lr: 4.866e-04, eta: 4:40:27, time: 0.993, data_time: 0.008, memory: 5232, top1_acc: 0.5539, top5_acc: 0.7688, loss_cls: 1.8887, loss: 1.8887, grad_norm: 8.0770 2020-07-28 16:00:26,054 - mmaction - INFO - Epoch [173][3460/3757] lr: 4.866e-04, eta: 4:40:15, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.5352, top5_acc: 0.7750, loss_cls: 1.9294, loss: 1.9294, grad_norm: 8.2852 2020-07-28 16:00:37,365 - mmaction - INFO - Epoch [173][3480/3757] lr: 4.866e-04, eta: 4:40:02, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.5523, top5_acc: 0.7578, loss_cls: 1.9542, loss: 1.9542, grad_norm: 8.2160 2020-07-28 16:00:48,752 - mmaction - INFO - Epoch [173][3500/3757] lr: 4.866e-04, eta: 4:39:49, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5492, top5_acc: 0.7719, loss_cls: 1.9543, loss: 1.9543, grad_norm: 8.4722 2020-07-28 16:01:00,103 - mmaction - INFO - Epoch [173][3520/3757] lr: 4.866e-04, eta: 4:39:37, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5672, top5_acc: 0.7672, loss_cls: 1.9180, loss: 1.9180, grad_norm: 8.0852 2020-07-28 16:01:11,449 - mmaction - INFO - Epoch [173][3540/3757] lr: 4.866e-04, eta: 4:39:24, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5508, top5_acc: 0.7664, loss_cls: 1.9554, loss: 1.9554, grad_norm: 8.3732 2020-07-28 16:01:22,737 - mmaction - INFO - Epoch [173][3560/3757] lr: 4.866e-04, eta: 4:39:11, time: 0.564, data_time: 0.004, memory: 5232, top1_acc: 0.5672, top5_acc: 0.7953, loss_cls: 1.8585, loss: 1.8585, grad_norm: 8.0333 2020-07-28 16:01:34,121 - mmaction - INFO - Epoch [173][3580/3757] lr: 4.866e-04, eta: 4:38:58, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5727, top5_acc: 0.7828, loss_cls: 1.8320, loss: 1.8320, grad_norm: 7.9701 2020-07-28 16:01:45,502 - mmaction - INFO - Epoch [173][3600/3757] lr: 4.866e-04, eta: 4:38:46, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5773, top5_acc: 0.7727, loss_cls: 1.8669, loss: 1.8669, grad_norm: 8.0988 2020-07-28 16:01:56,948 - mmaction - INFO - Epoch [173][3620/3757] lr: 4.866e-04, eta: 4:38:33, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5547, top5_acc: 0.7617, loss_cls: 1.9600, loss: 1.9600, grad_norm: 8.2899 2020-07-28 16:02:08,316 - mmaction - INFO - Epoch [173][3640/3757] lr: 4.866e-04, eta: 4:38:20, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5711, top5_acc: 0.7773, loss_cls: 1.8900, loss: 1.8900, grad_norm: 8.1762 2020-07-28 16:02:19,722 - mmaction - INFO - Epoch [173][3660/3757] lr: 4.866e-04, eta: 4:38:08, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5781, top5_acc: 0.7883, loss_cls: 1.8491, loss: 1.8491, grad_norm: 8.2846 2020-07-28 16:02:31,177 - mmaction - INFO - Epoch [173][3680/3757] lr: 4.866e-04, eta: 4:37:55, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5930, top5_acc: 0.7727, loss_cls: 1.8305, loss: 1.8305, grad_norm: 7.9507 2020-07-28 16:02:42,607 - mmaction - INFO - Epoch [173][3700/3757] lr: 4.866e-04, eta: 4:37:42, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5508, top5_acc: 0.7672, loss_cls: 1.9321, loss: 1.9321, grad_norm: 8.1014 2020-07-28 16:02:54,137 - mmaction - INFO - Epoch [173][3720/3757] lr: 4.866e-04, eta: 4:37:29, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5414, top5_acc: 0.7781, loss_cls: 1.9169, loss: 1.9169, grad_norm: 8.6021 2020-07-28 16:03:05,628 - mmaction - INFO - Epoch [173][3740/3757] lr: 4.866e-04, eta: 4:37:17, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5656, top5_acc: 0.7789, loss_cls: 1.8674, loss: 1.8674, grad_norm: 8.1624 2020-07-28 16:07:13,282 - mmaction - INFO - Epoch [174][20/3757] lr: 3.727e-04, eta: 4:37:04, time: 11.222, data_time: 10.523, memory: 5232, top1_acc: 0.5773, top5_acc: 0.7742, loss_cls: 1.8968, loss: 1.8968, grad_norm: 8.3056 2020-07-28 16:07:24,448 - mmaction - INFO - Epoch [174][40/3757] lr: 3.727e-04, eta: 4:36:51, time: 0.559, data_time: 0.003, memory: 5232, top1_acc: 0.5508, top5_acc: 0.7570, loss_cls: 1.9307, loss: 1.9307, grad_norm: 8.2490 2020-07-28 16:07:35,867 - mmaction - INFO - Epoch [174][60/3757] lr: 3.727e-04, eta: 4:36:38, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5758, top5_acc: 0.7844, loss_cls: 1.7927, loss: 1.7927, grad_norm: 7.9421 2020-07-28 16:07:47,262 - mmaction - INFO - Epoch [174][80/3757] lr: 3.727e-04, eta: 4:36:25, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5445, top5_acc: 0.7883, loss_cls: 1.8593, loss: 1.8593, grad_norm: 8.0722 2020-07-28 16:07:58,593 - mmaction - INFO - Epoch [174][100/3757] lr: 3.727e-04, eta: 4:36:13, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5375, top5_acc: 0.7578, loss_cls: 2.0250, loss: 2.0250, grad_norm: 8.6470 2020-07-28 16:08:09,966 - mmaction - INFO - Epoch [174][120/3757] lr: 3.727e-04, eta: 4:36:00, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5422, top5_acc: 0.7812, loss_cls: 1.9282, loss: 1.9282, grad_norm: 8.3886 2020-07-28 16:08:21,359 - mmaction - INFO - Epoch [174][140/3757] lr: 3.727e-04, eta: 4:35:47, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.5859, top5_acc: 0.7781, loss_cls: 1.8083, loss: 1.8083, grad_norm: 8.0928 2020-07-28 16:08:32,968 - mmaction - INFO - Epoch [174][160/3757] lr: 3.727e-04, eta: 4:35:35, time: 0.580, data_time: 0.009, memory: 5232, top1_acc: 0.5742, top5_acc: 0.7953, loss_cls: 1.8003, loss: 1.8003, grad_norm: 8.1577 2020-07-28 16:08:44,361 - mmaction - INFO - Epoch [174][180/3757] lr: 3.727e-04, eta: 4:35:22, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5703, top5_acc: 0.7742, loss_cls: 1.8924, loss: 1.8924, grad_norm: 8.0708 2020-07-28 16:08:55,693 - mmaction - INFO - Epoch [174][200/3757] lr: 3.727e-04, eta: 4:35:09, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5594, top5_acc: 0.7656, loss_cls: 1.9231, loss: 1.9231, grad_norm: 7.9878 2020-07-28 16:09:06,942 - mmaction - INFO - Epoch [174][220/3757] lr: 3.727e-04, eta: 4:34:56, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.5664, top5_acc: 0.7609, loss_cls: 1.9063, loss: 1.9063, grad_norm: 7.9155 2020-07-28 16:09:18,376 - mmaction - INFO - Epoch [174][240/3757] lr: 3.727e-04, eta: 4:34:44, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5594, top5_acc: 0.7789, loss_cls: 1.8685, loss: 1.8685, grad_norm: 8.0394 2020-07-28 16:09:29,628 - mmaction - INFO - Epoch [174][260/3757] lr: 3.727e-04, eta: 4:34:31, time: 0.562, data_time: 0.003, memory: 5232, top1_acc: 0.5523, top5_acc: 0.7594, loss_cls: 1.9579, loss: 1.9579, grad_norm: 8.2449 2020-07-28 16:09:41,023 - mmaction - INFO - Epoch [174][280/3757] lr: 3.727e-04, eta: 4:34:18, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5469, top5_acc: 0.7727, loss_cls: 1.9424, loss: 1.9424, grad_norm: 8.3095 2020-07-28 16:09:52,506 - mmaction - INFO - Epoch [174][300/3757] lr: 3.727e-04, eta: 4:34:06, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5727, top5_acc: 0.7773, loss_cls: 1.8728, loss: 1.8728, grad_norm: 8.0534 2020-07-28 16:10:03,888 - mmaction - INFO - Epoch [174][320/3757] lr: 3.727e-04, eta: 4:33:53, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5758, top5_acc: 0.7867, loss_cls: 1.8315, loss: 1.8315, grad_norm: 8.0074 2020-07-28 16:10:15,286 - mmaction - INFO - Epoch [174][340/3757] lr: 3.727e-04, eta: 4:33:40, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5648, top5_acc: 0.7719, loss_cls: 1.9010, loss: 1.9010, grad_norm: 8.1133 2020-07-28 16:10:27,125 - mmaction - INFO - Epoch [174][360/3757] lr: 3.727e-04, eta: 4:33:27, time: 0.592, data_time: 0.026, memory: 5232, top1_acc: 0.5383, top5_acc: 0.7547, loss_cls: 2.0053, loss: 2.0053, grad_norm: 8.3111 2020-07-28 16:10:38,539 - mmaction - INFO - Epoch [174][380/3757] lr: 3.727e-04, eta: 4:33:15, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5617, top5_acc: 0.7680, loss_cls: 1.8884, loss: 1.8884, grad_norm: 8.2886 2020-07-28 16:10:49,998 - mmaction - INFO - Epoch [174][400/3757] lr: 3.727e-04, eta: 4:33:02, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5820, top5_acc: 0.7742, loss_cls: 1.8704, loss: 1.8704, grad_norm: 8.0860 2020-07-28 16:11:01,415 - mmaction - INFO - Epoch [174][420/3757] lr: 3.727e-04, eta: 4:32:49, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5570, top5_acc: 0.7680, loss_cls: 1.9297, loss: 1.9297, grad_norm: 8.2000 2020-07-28 16:11:12,882 - mmaction - INFO - Epoch [174][440/3757] lr: 3.727e-04, eta: 4:32:37, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5656, top5_acc: 0.7789, loss_cls: 1.9188, loss: 1.9188, grad_norm: 8.2126 2020-07-28 16:11:24,221 - mmaction - INFO - Epoch [174][460/3757] lr: 3.727e-04, eta: 4:32:24, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5516, top5_acc: 0.7742, loss_cls: 1.9192, loss: 1.9192, grad_norm: 8.2033 2020-07-28 16:11:35,560 - mmaction - INFO - Epoch [174][480/3757] lr: 3.727e-04, eta: 4:32:11, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5828, top5_acc: 0.7891, loss_cls: 1.7917, loss: 1.7917, grad_norm: 7.7643 2020-07-28 16:11:46,999 - mmaction - INFO - Epoch [174][500/3757] lr: 3.727e-04, eta: 4:31:58, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5414, top5_acc: 0.7516, loss_cls: 1.9496, loss: 1.9496, grad_norm: 8.0147 2020-07-28 16:11:58,417 - mmaction - INFO - Epoch [174][520/3757] lr: 3.727e-04, eta: 4:31:46, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5641, top5_acc: 0.7648, loss_cls: 1.9492, loss: 1.9492, grad_norm: 8.4180 2020-07-28 16:12:09,821 - mmaction - INFO - Epoch [174][540/3757] lr: 3.727e-04, eta: 4:31:33, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5836, top5_acc: 0.7969, loss_cls: 1.7832, loss: 1.7832, grad_norm: 7.9439 2020-07-28 16:12:21,277 - mmaction - INFO - Epoch [174][560/3757] lr: 3.727e-04, eta: 4:31:20, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5727, top5_acc: 0.7852, loss_cls: 1.8598, loss: 1.8598, grad_norm: 8.1392 2020-07-28 16:12:32,696 - mmaction - INFO - Epoch [174][580/3757] lr: 3.727e-04, eta: 4:31:08, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5609, top5_acc: 0.7734, loss_cls: 1.8971, loss: 1.8971, grad_norm: 8.2246 2020-07-28 16:12:44,017 - mmaction - INFO - Epoch [174][600/3757] lr: 3.727e-04, eta: 4:30:55, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5648, top5_acc: 0.7773, loss_cls: 1.9194, loss: 1.9194, grad_norm: 8.2441 2020-07-28 16:12:55,433 - mmaction - INFO - Epoch [174][620/3757] lr: 3.727e-04, eta: 4:30:42, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5766, top5_acc: 0.7898, loss_cls: 1.8425, loss: 1.8425, grad_norm: 8.3910 2020-07-28 16:13:06,788 - mmaction - INFO - Epoch [174][640/3757] lr: 3.727e-04, eta: 4:30:29, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.5797, top5_acc: 0.7875, loss_cls: 1.8399, loss: 1.8399, grad_norm: 7.9040 2020-07-28 16:13:18,228 - mmaction - INFO - Epoch [174][660/3757] lr: 3.727e-04, eta: 4:30:17, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5906, top5_acc: 0.7766, loss_cls: 1.8756, loss: 1.8756, grad_norm: 8.1350 2020-07-28 16:13:29,658 - mmaction - INFO - Epoch [174][680/3757] lr: 3.727e-04, eta: 4:30:04, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5531, top5_acc: 0.7586, loss_cls: 1.9719, loss: 1.9719, grad_norm: 8.2339 2020-07-28 16:13:41,120 - mmaction - INFO - Epoch [174][700/3757] lr: 3.727e-04, eta: 4:29:51, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5617, top5_acc: 0.7758, loss_cls: 1.8605, loss: 1.8605, grad_norm: 8.1615 2020-07-28 16:13:52,574 - mmaction - INFO - Epoch [174][720/3757] lr: 3.727e-04, eta: 4:29:39, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5563, top5_acc: 0.7648, loss_cls: 1.9527, loss: 1.9527, grad_norm: 8.2520 2020-07-28 16:14:03,979 - mmaction - INFO - Epoch [174][740/3757] lr: 3.727e-04, eta: 4:29:26, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5648, top5_acc: 0.7742, loss_cls: 1.8947, loss: 1.8947, grad_norm: 8.0031 2020-07-28 16:14:15,386 - mmaction - INFO - Epoch [174][760/3757] lr: 3.727e-04, eta: 4:29:13, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5477, top5_acc: 0.7445, loss_cls: 1.9623, loss: 1.9623, grad_norm: 8.3462 2020-07-28 16:14:26,798 - mmaction - INFO - Epoch [174][780/3757] lr: 3.727e-04, eta: 4:29:00, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5523, top5_acc: 0.7711, loss_cls: 1.9560, loss: 1.9560, grad_norm: 8.0832 2020-07-28 16:14:38,230 - mmaction - INFO - Epoch [174][800/3757] lr: 3.727e-04, eta: 4:28:48, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5523, top5_acc: 0.7781, loss_cls: 1.9376, loss: 1.9376, grad_norm: 8.1881 2020-07-28 16:14:49,569 - mmaction - INFO - Epoch [174][820/3757] lr: 3.727e-04, eta: 4:28:35, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5570, top5_acc: 0.7750, loss_cls: 1.8924, loss: 1.8924, grad_norm: 8.3376 2020-07-28 16:15:00,957 - mmaction - INFO - Epoch [174][840/3757] lr: 3.727e-04, eta: 4:28:22, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5664, top5_acc: 0.7859, loss_cls: 1.9010, loss: 1.9010, grad_norm: 8.5039 2020-07-28 16:15:12,380 - mmaction - INFO - Epoch [174][860/3757] lr: 3.727e-04, eta: 4:28:10, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5766, top5_acc: 0.7836, loss_cls: 1.8140, loss: 1.8140, grad_norm: 8.2276 2020-07-28 16:15:23,765 - mmaction - INFO - Epoch [174][880/3757] lr: 3.727e-04, eta: 4:27:57, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5914, top5_acc: 0.7922, loss_cls: 1.7871, loss: 1.7871, grad_norm: 8.1079 2020-07-28 16:15:35,228 - mmaction - INFO - Epoch [174][900/3757] lr: 3.727e-04, eta: 4:27:44, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5539, top5_acc: 0.7695, loss_cls: 1.9308, loss: 1.9308, grad_norm: 8.2382 2020-07-28 16:15:46,640 - mmaction - INFO - Epoch [174][920/3757] lr: 3.727e-04, eta: 4:27:32, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5844, top5_acc: 0.7953, loss_cls: 1.7712, loss: 1.7712, grad_norm: 8.1010 2020-07-28 16:15:57,976 - mmaction - INFO - Epoch [174][940/3757] lr: 3.727e-04, eta: 4:27:19, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5555, top5_acc: 0.7688, loss_cls: 1.9558, loss: 1.9558, grad_norm: 8.2622 2020-07-28 16:16:09,394 - mmaction - INFO - Epoch [174][960/3757] lr: 3.727e-04, eta: 4:27:06, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5758, top5_acc: 0.7875, loss_cls: 1.8474, loss: 1.8474, grad_norm: 8.0041 2020-07-28 16:16:20,783 - mmaction - INFO - Epoch [174][980/3757] lr: 3.727e-04, eta: 4:26:53, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5883, top5_acc: 0.7789, loss_cls: 1.8376, loss: 1.8376, grad_norm: 8.0117 2020-07-28 16:16:32,206 - mmaction - INFO - Epoch [174][1000/3757] lr: 3.727e-04, eta: 4:26:41, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5797, top5_acc: 0.7875, loss_cls: 1.8063, loss: 1.8063, grad_norm: 7.9555 2020-07-28 16:16:43,677 - mmaction - INFO - Epoch [174][1020/3757] lr: 3.727e-04, eta: 4:26:28, time: 0.574, data_time: 0.005, memory: 5232, top1_acc: 0.5687, top5_acc: 0.7875, loss_cls: 1.8478, loss: 1.8478, grad_norm: 7.9269 2020-07-28 16:16:55,052 - mmaction - INFO - Epoch [174][1040/3757] lr: 3.727e-04, eta: 4:26:15, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5734, top5_acc: 0.7719, loss_cls: 1.8941, loss: 1.8941, grad_norm: 8.1754 2020-07-28 16:17:06,484 - mmaction - INFO - Epoch [174][1060/3757] lr: 3.727e-04, eta: 4:26:03, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5586, top5_acc: 0.7742, loss_cls: 1.8859, loss: 1.8859, grad_norm: 8.2338 2020-07-28 16:17:17,952 - mmaction - INFO - Epoch [174][1080/3757] lr: 3.727e-04, eta: 4:25:50, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5781, top5_acc: 0.7805, loss_cls: 1.8376, loss: 1.8376, grad_norm: 7.9071 2020-07-28 16:17:29,304 - mmaction - INFO - Epoch [174][1100/3757] lr: 3.727e-04, eta: 4:25:37, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5664, top5_acc: 0.7688, loss_cls: 1.9152, loss: 1.9152, grad_norm: 8.0157 2020-07-28 16:17:40,668 - mmaction - INFO - Epoch [174][1120/3757] lr: 3.727e-04, eta: 4:25:24, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5719, top5_acc: 0.7836, loss_cls: 1.8541, loss: 1.8541, grad_norm: 8.0934 2020-07-28 16:17:52,161 - mmaction - INFO - Epoch [174][1140/3757] lr: 3.727e-04, eta: 4:25:12, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5687, top5_acc: 0.7750, loss_cls: 1.8738, loss: 1.8738, grad_norm: 8.1360 2020-07-28 16:18:03,584 - mmaction - INFO - Epoch [174][1160/3757] lr: 3.727e-04, eta: 4:24:59, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5594, top5_acc: 0.7719, loss_cls: 1.8645, loss: 1.8645, grad_norm: 8.3117 2020-07-28 16:18:15,014 - mmaction - INFO - Epoch [174][1180/3757] lr: 3.727e-04, eta: 4:24:46, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5539, top5_acc: 0.7680, loss_cls: 1.8877, loss: 1.8877, grad_norm: 8.1052 2020-07-28 16:18:26,465 - mmaction - INFO - Epoch [174][1200/3757] lr: 3.727e-04, eta: 4:24:34, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5641, top5_acc: 0.7703, loss_cls: 1.9037, loss: 1.9037, grad_norm: 8.3620 2020-07-28 16:18:37,885 - mmaction - INFO - Epoch [174][1220/3757] lr: 3.727e-04, eta: 4:24:21, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5648, top5_acc: 0.7680, loss_cls: 1.8934, loss: 1.8934, grad_norm: 8.2480 2020-07-28 16:18:49,554 - mmaction - INFO - Epoch [174][1240/3757] lr: 3.727e-04, eta: 4:24:08, time: 0.583, data_time: 0.019, memory: 5232, top1_acc: 0.5859, top5_acc: 0.7945, loss_cls: 1.7957, loss: 1.7957, grad_norm: 7.9122 2020-07-28 16:19:00,993 - mmaction - INFO - Epoch [174][1260/3757] lr: 3.727e-04, eta: 4:23:55, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5641, top5_acc: 0.7812, loss_cls: 1.8636, loss: 1.8636, grad_norm: 8.1308 2020-07-28 16:19:12,465 - mmaction - INFO - Epoch [174][1280/3757] lr: 3.727e-04, eta: 4:23:43, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5469, top5_acc: 0.7797, loss_cls: 1.9435, loss: 1.9435, grad_norm: 8.2837 2020-07-28 16:19:23,862 - mmaction - INFO - Epoch [174][1300/3757] lr: 3.727e-04, eta: 4:23:30, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.5703, top5_acc: 0.7766, loss_cls: 1.8884, loss: 1.8884, grad_norm: 8.5477 2020-07-28 16:19:35,322 - mmaction - INFO - Epoch [174][1320/3757] lr: 3.727e-04, eta: 4:23:17, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5437, top5_acc: 0.7469, loss_cls: 1.9765, loss: 1.9765, grad_norm: 8.3459 2020-07-28 16:19:46,712 - mmaction - INFO - Epoch [174][1340/3757] lr: 3.727e-04, eta: 4:23:05, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5797, top5_acc: 0.7812, loss_cls: 1.8092, loss: 1.8092, grad_norm: 7.9080 2020-07-28 16:19:58,119 - mmaction - INFO - Epoch [174][1360/3757] lr: 3.727e-04, eta: 4:22:52, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5773, top5_acc: 0.7828, loss_cls: 1.8363, loss: 1.8363, grad_norm: 7.9684 2020-07-28 16:20:09,477 - mmaction - INFO - Epoch [174][1380/3757] lr: 3.727e-04, eta: 4:22:39, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5617, top5_acc: 0.7828, loss_cls: 1.8841, loss: 1.8841, grad_norm: 8.1140 2020-07-28 16:20:20,913 - mmaction - INFO - Epoch [174][1400/3757] lr: 3.727e-04, eta: 4:22:27, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.5516, top5_acc: 0.7742, loss_cls: 1.8839, loss: 1.8839, grad_norm: 8.3648 2020-07-28 16:20:32,339 - mmaction - INFO - Epoch [174][1420/3757] lr: 3.727e-04, eta: 4:22:14, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5523, top5_acc: 0.7609, loss_cls: 1.9516, loss: 1.9516, grad_norm: 8.1703 2020-07-28 16:20:48,222 - mmaction - INFO - Epoch [174][1440/3757] lr: 3.727e-04, eta: 4:22:01, time: 0.794, data_time: 0.224, memory: 5232, top1_acc: 0.5555, top5_acc: 0.7586, loss_cls: 2.0068, loss: 2.0068, grad_norm: 8.1916 2020-07-28 16:21:03,723 - mmaction - INFO - Epoch [174][1460/3757] lr: 3.727e-04, eta: 4:21:49, time: 0.775, data_time: 0.150, memory: 5232, top1_acc: 0.5742, top5_acc: 0.7883, loss_cls: 1.8616, loss: 1.8616, grad_norm: 7.9983 2020-07-28 16:21:19,541 - mmaction - INFO - Epoch [174][1480/3757] lr: 3.727e-04, eta: 4:21:36, time: 0.790, data_time: 0.215, memory: 5232, top1_acc: 0.5594, top5_acc: 0.7773, loss_cls: 1.8922, loss: 1.8922, grad_norm: 8.0443 2020-07-28 16:21:35,415 - mmaction - INFO - Epoch [174][1500/3757] lr: 3.727e-04, eta: 4:21:24, time: 0.795, data_time: 0.161, memory: 5232, top1_acc: 0.5656, top5_acc: 0.7906, loss_cls: 1.8669, loss: 1.8669, grad_norm: 8.2896 2020-07-28 16:21:46,891 - mmaction - INFO - Epoch [174][1520/3757] lr: 3.727e-04, eta: 4:21:11, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5711, top5_acc: 0.7859, loss_cls: 1.9031, loss: 1.9031, grad_norm: 8.4407 2020-07-28 16:21:58,238 - mmaction - INFO - Epoch [174][1540/3757] lr: 3.727e-04, eta: 4:20:58, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.5664, top5_acc: 0.7680, loss_cls: 1.9110, loss: 1.9110, grad_norm: 8.3385 2020-07-28 16:22:09,593 - mmaction - INFO - Epoch [174][1560/3757] lr: 3.727e-04, eta: 4:20:46, time: 0.568, data_time: 0.001, memory: 5232, top1_acc: 0.5664, top5_acc: 0.7664, loss_cls: 1.8646, loss: 1.8646, grad_norm: 8.0865 2020-07-28 16:22:21,101 - mmaction - INFO - Epoch [174][1580/3757] lr: 3.727e-04, eta: 4:20:33, time: 0.575, data_time: 0.002, memory: 5232, top1_acc: 0.5547, top5_acc: 0.7523, loss_cls: 1.9647, loss: 1.9647, grad_norm: 8.4841 2020-07-28 16:22:32,487 - mmaction - INFO - Epoch [174][1600/3757] lr: 3.727e-04, eta: 4:20:20, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5578, top5_acc: 0.7750, loss_cls: 1.8996, loss: 1.8996, grad_norm: 8.6313 2020-07-28 16:22:43,949 - mmaction - INFO - Epoch [174][1620/3757] lr: 3.727e-04, eta: 4:20:08, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5734, top5_acc: 0.7680, loss_cls: 1.9878, loss: 1.9878, grad_norm: 8.3768 2020-07-28 16:22:55,437 - mmaction - INFO - Epoch [174][1640/3757] lr: 3.727e-04, eta: 4:19:55, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.6016, top5_acc: 0.7961, loss_cls: 1.7842, loss: 1.7842, grad_norm: 7.9157 2020-07-28 16:23:06,822 - mmaction - INFO - Epoch [174][1660/3757] lr: 3.727e-04, eta: 4:19:42, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5734, top5_acc: 0.7859, loss_cls: 1.8034, loss: 1.8034, grad_norm: 7.8444 2020-07-28 16:23:18,274 - mmaction - INFO - Epoch [174][1680/3757] lr: 3.727e-04, eta: 4:19:29, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5594, top5_acc: 0.7742, loss_cls: 1.9254, loss: 1.9254, grad_norm: 8.1560 2020-07-28 16:23:29,685 - mmaction - INFO - Epoch [174][1700/3757] lr: 3.727e-04, eta: 4:19:17, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5570, top5_acc: 0.7695, loss_cls: 1.9074, loss: 1.9074, grad_norm: 8.1011 2020-07-28 16:23:41,262 - mmaction - INFO - Epoch [174][1720/3757] lr: 3.727e-04, eta: 4:19:04, time: 0.579, data_time: 0.004, memory: 5232, top1_acc: 0.5602, top5_acc: 0.7773, loss_cls: 1.8755, loss: 1.8755, grad_norm: 8.2983 2020-07-28 16:23:52,650 - mmaction - INFO - Epoch [174][1740/3757] lr: 3.727e-04, eta: 4:18:51, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5539, top5_acc: 0.7578, loss_cls: 1.9460, loss: 1.9460, grad_norm: 8.1492 2020-07-28 16:24:03,998 - mmaction - INFO - Epoch [174][1760/3757] lr: 3.727e-04, eta: 4:18:39, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5891, top5_acc: 0.7656, loss_cls: 1.8614, loss: 1.8614, grad_norm: 8.1146 2020-07-28 16:24:15,509 - mmaction - INFO - Epoch [174][1780/3757] lr: 3.727e-04, eta: 4:18:26, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5703, top5_acc: 0.7781, loss_cls: 1.8480, loss: 1.8480, grad_norm: 8.1573 2020-07-28 16:24:26,940 - mmaction - INFO - Epoch [174][1800/3757] lr: 3.727e-04, eta: 4:18:13, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5531, top5_acc: 0.7633, loss_cls: 1.9452, loss: 1.9452, grad_norm: 8.3555 2020-07-28 16:24:38,324 - mmaction - INFO - Epoch [174][1820/3757] lr: 3.727e-04, eta: 4:18:00, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5813, top5_acc: 0.7742, loss_cls: 1.8566, loss: 1.8566, grad_norm: 7.7939 2020-07-28 16:24:49,785 - mmaction - INFO - Epoch [174][1840/3757] lr: 3.727e-04, eta: 4:17:48, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5328, top5_acc: 0.7594, loss_cls: 2.0056, loss: 2.0056, grad_norm: 8.4392 2020-07-28 16:25:01,072 - mmaction - INFO - Epoch [174][1860/3757] lr: 3.727e-04, eta: 4:17:35, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.5453, top5_acc: 0.7633, loss_cls: 1.9677, loss: 1.9677, grad_norm: 8.3143 2020-07-28 16:25:12,479 - mmaction - INFO - Epoch [174][1880/3757] lr: 3.727e-04, eta: 4:17:22, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5328, top5_acc: 0.7500, loss_cls: 1.9951, loss: 1.9951, grad_norm: 8.3188 2020-07-28 16:25:23,839 - mmaction - INFO - Epoch [174][1900/3757] lr: 3.727e-04, eta: 4:17:10, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5414, top5_acc: 0.7539, loss_cls: 1.9767, loss: 1.9767, grad_norm: 8.4526 2020-07-28 16:25:35,372 - mmaction - INFO - Epoch [174][1920/3757] lr: 3.727e-04, eta: 4:16:57, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5508, top5_acc: 0.7805, loss_cls: 1.9754, loss: 1.9754, grad_norm: 8.6535 2020-07-28 16:25:46,679 - mmaction - INFO - Epoch [174][1940/3757] lr: 3.727e-04, eta: 4:16:44, time: 0.566, data_time: 0.001, memory: 5232, top1_acc: 0.5227, top5_acc: 0.7531, loss_cls: 2.0040, loss: 2.0040, grad_norm: 8.6008 2020-07-28 16:25:58,062 - mmaction - INFO - Epoch [174][1960/3757] lr: 3.727e-04, eta: 4:16:32, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.5734, top5_acc: 0.7766, loss_cls: 1.8411, loss: 1.8411, grad_norm: 8.0431 2020-07-28 16:26:09,473 - mmaction - INFO - Epoch [174][1980/3757] lr: 3.727e-04, eta: 4:16:19, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5391, top5_acc: 0.7680, loss_cls: 1.9887, loss: 1.9887, grad_norm: 8.0910 2020-07-28 16:26:20,889 - mmaction - INFO - Epoch [174][2000/3757] lr: 3.727e-04, eta: 4:16:06, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5352, top5_acc: 0.7711, loss_cls: 1.9661, loss: 1.9661, grad_norm: 8.3418 2020-07-28 16:26:32,238 - mmaction - INFO - Epoch [174][2020/3757] lr: 3.727e-04, eta: 4:15:53, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5406, top5_acc: 0.7508, loss_cls: 2.0326, loss: 2.0326, grad_norm: 8.3321 2020-07-28 16:26:43,667 - mmaction - INFO - Epoch [174][2040/3757] lr: 3.727e-04, eta: 4:15:41, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5641, top5_acc: 0.7789, loss_cls: 1.8853, loss: 1.8853, grad_norm: 8.2164 2020-07-28 16:26:55,054 - mmaction - INFO - Epoch [174][2060/3757] lr: 3.727e-04, eta: 4:15:28, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5680, top5_acc: 0.7734, loss_cls: 1.8729, loss: 1.8729, grad_norm: 8.3273 2020-07-28 16:27:06,435 - mmaction - INFO - Epoch [174][2080/3757] lr: 3.727e-04, eta: 4:15:15, time: 0.569, data_time: 0.010, memory: 5232, top1_acc: 0.5656, top5_acc: 0.7852, loss_cls: 1.8449, loss: 1.8449, grad_norm: 8.0413 2020-07-28 16:27:18,239 - mmaction - INFO - Epoch [174][2100/3757] lr: 3.727e-04, eta: 4:15:03, time: 0.590, data_time: 0.023, memory: 5232, top1_acc: 0.5563, top5_acc: 0.7914, loss_cls: 1.8493, loss: 1.8493, grad_norm: 8.2714 2020-07-28 16:27:29,659 - mmaction - INFO - Epoch [174][2120/3757] lr: 3.727e-04, eta: 4:14:50, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5445, top5_acc: 0.7711, loss_cls: 1.8988, loss: 1.8988, grad_norm: 8.1044 2020-07-28 16:27:41,023 - mmaction - INFO - Epoch [174][2140/3757] lr: 3.727e-04, eta: 4:14:37, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5789, top5_acc: 0.7758, loss_cls: 1.8257, loss: 1.8257, grad_norm: 7.7934 2020-07-28 16:27:52,385 - mmaction - INFO - Epoch [174][2160/3757] lr: 3.727e-04, eta: 4:14:25, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.5586, top5_acc: 0.7648, loss_cls: 1.9352, loss: 1.9352, grad_norm: 8.4469 2020-07-28 16:28:03,846 - mmaction - INFO - Epoch [174][2180/3757] lr: 3.727e-04, eta: 4:14:12, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5828, top5_acc: 0.7844, loss_cls: 1.8621, loss: 1.8621, grad_norm: 7.9206 2020-07-28 16:28:15,223 - mmaction - INFO - Epoch [174][2200/3757] lr: 3.727e-04, eta: 4:13:59, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.5781, top5_acc: 0.7898, loss_cls: 1.7970, loss: 1.7970, grad_norm: 7.7703 2020-07-28 16:28:26,622 - mmaction - INFO - Epoch [174][2220/3757] lr: 3.727e-04, eta: 4:13:46, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.5961, top5_acc: 0.7883, loss_cls: 1.7769, loss: 1.7769, grad_norm: 7.8018 2020-07-28 16:28:38,014 - mmaction - INFO - Epoch [174][2240/3757] lr: 3.727e-04, eta: 4:13:34, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5687, top5_acc: 0.7836, loss_cls: 1.8383, loss: 1.8383, grad_norm: 8.0770 2020-07-28 16:28:49,477 - mmaction - INFO - Epoch [174][2260/3757] lr: 3.727e-04, eta: 4:13:21, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5398, top5_acc: 0.7492, loss_cls: 2.0445, loss: 2.0445, grad_norm: 8.3786 2020-07-28 16:29:00,837 - mmaction - INFO - Epoch [174][2280/3757] lr: 3.727e-04, eta: 4:13:08, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.5766, top5_acc: 0.7914, loss_cls: 1.8119, loss: 1.8119, grad_norm: 8.0459 2020-07-28 16:29:12,247 - mmaction - INFO - Epoch [174][2300/3757] lr: 3.727e-04, eta: 4:12:56, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5586, top5_acc: 0.7641, loss_cls: 1.9240, loss: 1.9240, grad_norm: 8.1814 2020-07-28 16:29:23,702 - mmaction - INFO - Epoch [174][2320/3757] lr: 3.727e-04, eta: 4:12:43, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5563, top5_acc: 0.7812, loss_cls: 1.9538, loss: 1.9538, grad_norm: 8.4104 2020-07-28 16:29:35,103 - mmaction - INFO - Epoch [174][2340/3757] lr: 3.727e-04, eta: 4:12:30, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5711, top5_acc: 0.7703, loss_cls: 1.8802, loss: 1.8802, grad_norm: 7.9748 2020-07-28 16:29:46,474 - mmaction - INFO - Epoch [174][2360/3757] lr: 3.727e-04, eta: 4:12:17, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5617, top5_acc: 0.7750, loss_cls: 1.9525, loss: 1.9525, grad_norm: 8.2234 2020-07-28 16:29:57,899 - mmaction - INFO - Epoch [174][2380/3757] lr: 3.727e-04, eta: 4:12:05, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5883, top5_acc: 0.7922, loss_cls: 1.7957, loss: 1.7957, grad_norm: 8.0088 2020-07-28 16:30:09,300 - mmaction - INFO - Epoch [174][2400/3757] lr: 3.727e-04, eta: 4:11:52, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5500, top5_acc: 0.7578, loss_cls: 1.9795, loss: 1.9795, grad_norm: 8.0402 2020-07-28 16:30:20,774 - mmaction - INFO - Epoch [174][2420/3757] lr: 3.727e-04, eta: 4:11:39, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.5805, top5_acc: 0.7898, loss_cls: 1.8201, loss: 1.8201, grad_norm: 8.0657 2020-07-28 16:30:32,206 - mmaction - INFO - Epoch [174][2440/3757] lr: 3.727e-04, eta: 4:11:27, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5602, top5_acc: 0.7664, loss_cls: 1.9122, loss: 1.9122, grad_norm: 8.1362 2020-07-28 16:30:43,622 - mmaction - INFO - Epoch [174][2460/3757] lr: 3.727e-04, eta: 4:11:14, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5570, top5_acc: 0.7641, loss_cls: 1.9309, loss: 1.9309, grad_norm: 8.0801 2020-07-28 16:30:55,074 - mmaction - INFO - Epoch [174][2480/3757] lr: 3.727e-04, eta: 4:11:01, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5391, top5_acc: 0.7523, loss_cls: 1.9422, loss: 1.9422, grad_norm: 8.1426 2020-07-28 16:31:06,563 - mmaction - INFO - Epoch [174][2500/3757] lr: 3.727e-04, eta: 4:10:49, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5844, top5_acc: 0.7750, loss_cls: 1.8705, loss: 1.8705, grad_norm: 8.0279 2020-07-28 16:31:17,942 - mmaction - INFO - Epoch [174][2520/3757] lr: 3.727e-04, eta: 4:10:36, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5805, top5_acc: 0.7781, loss_cls: 1.8382, loss: 1.8382, grad_norm: 7.7153 2020-07-28 16:31:29,218 - mmaction - INFO - Epoch [174][2540/3757] lr: 3.727e-04, eta: 4:10:23, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.5703, top5_acc: 0.7797, loss_cls: 1.8295, loss: 1.8295, grad_norm: 8.2405 2020-07-28 16:31:40,593 - mmaction - INFO - Epoch [174][2560/3757] lr: 3.727e-04, eta: 4:10:10, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5461, top5_acc: 0.7688, loss_cls: 1.9824, loss: 1.9824, grad_norm: 8.4002 2020-07-28 16:31:52,102 - mmaction - INFO - Epoch [174][2580/3757] lr: 3.727e-04, eta: 4:09:58, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5703, top5_acc: 0.7953, loss_cls: 1.8206, loss: 1.8206, grad_norm: 8.1852 2020-07-28 16:32:03,565 - mmaction - INFO - Epoch [174][2600/3757] lr: 3.727e-04, eta: 4:09:45, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.5734, top5_acc: 0.7867, loss_cls: 1.8288, loss: 1.8288, grad_norm: 8.0032 2020-07-28 16:32:14,943 - mmaction - INFO - Epoch [174][2620/3757] lr: 3.727e-04, eta: 4:09:32, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5594, top5_acc: 0.7703, loss_cls: 1.9058, loss: 1.9058, grad_norm: 7.9448 2020-07-28 16:32:26,356 - mmaction - INFO - Epoch [174][2640/3757] lr: 3.727e-04, eta: 4:09:20, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5570, top5_acc: 0.7750, loss_cls: 1.8706, loss: 1.8706, grad_norm: 8.1422 2020-07-28 16:32:37,773 - mmaction - INFO - Epoch [174][2660/3757] lr: 3.727e-04, eta: 4:09:07, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5773, top5_acc: 0.7805, loss_cls: 1.9056, loss: 1.9056, grad_norm: 8.3228 2020-07-28 16:32:49,166 - mmaction - INFO - Epoch [174][2680/3757] lr: 3.727e-04, eta: 4:08:54, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5547, top5_acc: 0.7758, loss_cls: 1.8972, loss: 1.8972, grad_norm: 7.9257 2020-07-28 16:33:00,591 - mmaction - INFO - Epoch [174][2700/3757] lr: 3.727e-04, eta: 4:08:42, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5828, top5_acc: 0.7883, loss_cls: 1.8232, loss: 1.8232, grad_norm: 7.8600 2020-07-28 16:33:12,000 - mmaction - INFO - Epoch [174][2720/3757] lr: 3.727e-04, eta: 4:08:29, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.5797, top5_acc: 0.7883, loss_cls: 1.8193, loss: 1.8193, grad_norm: 8.2242 2020-07-28 16:33:23,491 - mmaction - INFO - Epoch [174][2740/3757] lr: 3.727e-04, eta: 4:08:16, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5922, top5_acc: 0.7984, loss_cls: 1.7327, loss: 1.7327, grad_norm: 7.6620 2020-07-28 16:33:34,903 - mmaction - INFO - Epoch [174][2760/3757] lr: 3.727e-04, eta: 4:08:03, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5500, top5_acc: 0.7758, loss_cls: 1.9297, loss: 1.9297, grad_norm: 8.2189 2020-07-28 16:33:46,298 - mmaction - INFO - Epoch [174][2780/3757] lr: 3.727e-04, eta: 4:07:51, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5641, top5_acc: 0.7789, loss_cls: 1.8534, loss: 1.8534, grad_norm: 7.8106 2020-07-28 16:33:57,682 - mmaction - INFO - Epoch [174][2800/3757] lr: 3.727e-04, eta: 4:07:38, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5766, top5_acc: 0.7828, loss_cls: 1.8340, loss: 1.8340, grad_norm: 8.2141 2020-07-28 16:34:09,213 - mmaction - INFO - Epoch [174][2820/3757] lr: 3.727e-04, eta: 4:07:25, time: 0.576, data_time: 0.013, memory: 5232, top1_acc: 0.5797, top5_acc: 0.7844, loss_cls: 1.8868, loss: 1.8868, grad_norm: 7.9645 2020-07-28 16:34:20,661 - mmaction - INFO - Epoch [174][2840/3757] lr: 3.727e-04, eta: 4:07:13, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5586, top5_acc: 0.7773, loss_cls: 1.9345, loss: 1.9345, grad_norm: 8.3152 2020-07-28 16:34:32,095 - mmaction - INFO - Epoch [174][2860/3757] lr: 3.727e-04, eta: 4:07:00, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5734, top5_acc: 0.7859, loss_cls: 1.8316, loss: 1.8316, grad_norm: 7.9494 2020-07-28 16:34:43,579 - mmaction - INFO - Epoch [174][2880/3757] lr: 3.727e-04, eta: 4:06:47, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5797, top5_acc: 0.7820, loss_cls: 1.8533, loss: 1.8533, grad_norm: 7.7175 2020-07-28 16:34:55,009 - mmaction - INFO - Epoch [174][2900/3757] lr: 3.727e-04, eta: 4:06:35, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5641, top5_acc: 0.7688, loss_cls: 1.9294, loss: 1.9294, grad_norm: 8.0866 2020-07-28 16:35:06,430 - mmaction - INFO - Epoch [174][2920/3757] lr: 3.727e-04, eta: 4:06:22, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.5570, top5_acc: 0.7641, loss_cls: 1.9185, loss: 1.9185, grad_norm: 8.2317 2020-07-28 16:35:17,797 - mmaction - INFO - Epoch [174][2940/3757] lr: 3.727e-04, eta: 4:06:09, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5813, top5_acc: 0.8008, loss_cls: 1.7556, loss: 1.7556, grad_norm: 7.7819 2020-07-28 16:35:29,360 - mmaction - INFO - Epoch [174][2960/3757] lr: 3.727e-04, eta: 4:05:56, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.5344, top5_acc: 0.7656, loss_cls: 1.9920, loss: 1.9920, grad_norm: 8.3898 2020-07-28 16:35:40,672 - mmaction - INFO - Epoch [174][2980/3757] lr: 3.727e-04, eta: 4:05:44, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.5797, top5_acc: 0.7602, loss_cls: 1.8991, loss: 1.8991, grad_norm: 8.2890 2020-07-28 16:35:52,133 - mmaction - INFO - Epoch [174][3000/3757] lr: 3.727e-04, eta: 4:05:31, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5711, top5_acc: 0.8008, loss_cls: 1.8105, loss: 1.8105, grad_norm: 8.1624 2020-07-28 16:36:03,608 - mmaction - INFO - Epoch [174][3020/3757] lr: 3.727e-04, eta: 4:05:18, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5594, top5_acc: 0.7688, loss_cls: 1.8862, loss: 1.8862, grad_norm: 8.2563 2020-07-28 16:36:15,010 - mmaction - INFO - Epoch [174][3040/3757] lr: 3.727e-04, eta: 4:05:06, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5469, top5_acc: 0.7672, loss_cls: 1.9722, loss: 1.9722, grad_norm: 8.1454 2020-07-28 16:36:26,451 - mmaction - INFO - Epoch [174][3060/3757] lr: 3.727e-04, eta: 4:04:53, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.5750, top5_acc: 0.7914, loss_cls: 1.8114, loss: 1.8114, grad_norm: 7.7503 2020-07-28 16:36:37,828 - mmaction - INFO - Epoch [174][3080/3757] lr: 3.727e-04, eta: 4:04:40, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5430, top5_acc: 0.7594, loss_cls: 1.9550, loss: 1.9550, grad_norm: 8.4341 2020-07-28 16:36:49,597 - mmaction - INFO - Epoch [174][3100/3757] lr: 3.727e-04, eta: 4:04:28, time: 0.588, data_time: 0.025, memory: 5232, top1_acc: 0.5453, top5_acc: 0.7727, loss_cls: 1.9363, loss: 1.9363, grad_norm: 8.3188 2020-07-28 16:37:01,324 - mmaction - INFO - Epoch [174][3120/3757] lr: 3.727e-04, eta: 4:04:15, time: 0.586, data_time: 0.019, memory: 5232, top1_acc: 0.5570, top5_acc: 0.7711, loss_cls: 1.8966, loss: 1.8966, grad_norm: 7.9920 2020-07-28 16:37:13,087 - mmaction - INFO - Epoch [174][3140/3757] lr: 3.727e-04, eta: 4:04:02, time: 0.588, data_time: 0.020, memory: 5232, top1_acc: 0.5867, top5_acc: 0.7852, loss_cls: 1.8159, loss: 1.8159, grad_norm: 7.7213 2020-07-28 16:37:24,924 - mmaction - INFO - Epoch [174][3160/3757] lr: 3.727e-04, eta: 4:03:49, time: 0.592, data_time: 0.017, memory: 5232, top1_acc: 0.5578, top5_acc: 0.7781, loss_cls: 1.8318, loss: 1.8318, grad_norm: 8.0690 2020-07-28 16:37:36,766 - mmaction - INFO - Epoch [174][3180/3757] lr: 3.727e-04, eta: 4:03:37, time: 0.592, data_time: 0.025, memory: 5232, top1_acc: 0.5695, top5_acc: 0.7797, loss_cls: 1.8348, loss: 1.8348, grad_norm: 8.1340 2020-07-28 16:37:48,323 - mmaction - INFO - Epoch [174][3200/3757] lr: 3.727e-04, eta: 4:03:24, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.5766, top5_acc: 0.7781, loss_cls: 1.8422, loss: 1.8422, grad_norm: 7.9506 2020-07-28 16:37:59,800 - mmaction - INFO - Epoch [174][3220/3757] lr: 3.727e-04, eta: 4:03:11, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5578, top5_acc: 0.7773, loss_cls: 1.9005, loss: 1.9005, grad_norm: 8.1403 2020-07-28 16:38:11,203 - mmaction - INFO - Epoch [174][3240/3757] lr: 3.727e-04, eta: 4:02:59, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.5680, top5_acc: 0.7703, loss_cls: 1.8836, loss: 1.8836, grad_norm: 8.3922 2020-07-28 16:38:22,669 - mmaction - INFO - Epoch [174][3260/3757] lr: 3.727e-04, eta: 4:02:46, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.5734, top5_acc: 0.7828, loss_cls: 1.8345, loss: 1.8345, grad_norm: 8.1484 2020-07-28 16:38:34,121 - mmaction - INFO - Epoch [174][3280/3757] lr: 3.727e-04, eta: 4:02:33, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5664, top5_acc: 0.7883, loss_cls: 1.8711, loss: 1.8711, grad_norm: 7.9061 2020-07-28 16:38:45,570 - mmaction - INFO - Epoch [174][3300/3757] lr: 3.727e-04, eta: 4:02:21, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5781, top5_acc: 0.7711, loss_cls: 1.8900, loss: 1.8900, grad_norm: 8.0194 2020-07-28 16:38:56,977 - mmaction - INFO - Epoch [174][3320/3757] lr: 3.727e-04, eta: 4:02:08, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5758, top5_acc: 0.7844, loss_cls: 1.8599, loss: 1.8599, grad_norm: 8.0424 2020-07-28 16:39:08,477 - mmaction - INFO - Epoch [174][3340/3757] lr: 3.727e-04, eta: 4:01:55, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5500, top5_acc: 0.7594, loss_cls: 1.9726, loss: 1.9726, grad_norm: 8.3749 2020-07-28 16:39:19,886 - mmaction - INFO - Epoch [174][3360/3757] lr: 3.727e-04, eta: 4:01:43, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5797, top5_acc: 0.7828, loss_cls: 1.8212, loss: 1.8212, grad_norm: 7.8944 2020-07-28 16:39:31,352 - mmaction - INFO - Epoch [174][3380/3757] lr: 3.727e-04, eta: 4:01:30, time: 0.573, data_time: 0.010, memory: 5232, top1_acc: 0.5805, top5_acc: 0.7984, loss_cls: 1.7916, loss: 1.7916, grad_norm: 8.1123 2020-07-28 16:39:42,744 - mmaction - INFO - Epoch [174][3400/3757] lr: 3.727e-04, eta: 4:01:17, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5703, top5_acc: 0.7836, loss_cls: 1.8580, loss: 1.8580, grad_norm: 8.2705 2020-07-28 16:39:54,218 - mmaction - INFO - Epoch [174][3420/3757] lr: 3.727e-04, eta: 4:01:04, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5648, top5_acc: 0.7750, loss_cls: 1.9181, loss: 1.9181, grad_norm: 8.3748 2020-07-28 16:40:05,699 - mmaction - INFO - Epoch [174][3440/3757] lr: 3.727e-04, eta: 4:00:52, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5883, top5_acc: 0.7930, loss_cls: 1.7396, loss: 1.7396, grad_norm: 7.7787 2020-07-28 16:40:17,070 - mmaction - INFO - Epoch [174][3460/3757] lr: 3.727e-04, eta: 4:00:39, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5398, top5_acc: 0.7516, loss_cls: 1.9742, loss: 1.9742, grad_norm: 8.4853 2020-07-28 16:40:28,466 - mmaction - INFO - Epoch [174][3480/3757] lr: 3.727e-04, eta: 4:00:26, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.5492, top5_acc: 0.7680, loss_cls: 1.8927, loss: 1.8927, grad_norm: 8.2386 2020-07-28 16:40:39,852 - mmaction - INFO - Epoch [174][3500/3757] lr: 3.727e-04, eta: 4:00:14, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5609, top5_acc: 0.7781, loss_cls: 1.8949, loss: 1.8949, grad_norm: 8.1544 2020-07-28 16:40:51,241 - mmaction - INFO - Epoch [174][3520/3757] lr: 3.727e-04, eta: 4:00:01, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5555, top5_acc: 0.7797, loss_cls: 1.9059, loss: 1.9059, grad_norm: 8.3160 2020-07-28 16:41:02,677 - mmaction - INFO - Epoch [174][3540/3757] lr: 3.727e-04, eta: 3:59:48, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5586, top5_acc: 0.7680, loss_cls: 1.9463, loss: 1.9463, grad_norm: 8.5307 2020-07-28 16:41:14,261 - mmaction - INFO - Epoch [174][3560/3757] lr: 3.727e-04, eta: 3:59:36, time: 0.579, data_time: 0.015, memory: 5232, top1_acc: 0.5703, top5_acc: 0.7852, loss_cls: 1.8646, loss: 1.8646, grad_norm: 7.9717 2020-07-28 16:41:25,732 - mmaction - INFO - Epoch [174][3580/3757] lr: 3.727e-04, eta: 3:59:23, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5594, top5_acc: 0.7703, loss_cls: 1.9348, loss: 1.9348, grad_norm: 8.0429 2020-07-28 16:41:37,164 - mmaction - INFO - Epoch [174][3600/3757] lr: 3.727e-04, eta: 3:59:10, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5633, top5_acc: 0.7820, loss_cls: 1.9204, loss: 1.9204, grad_norm: 8.3101 2020-07-28 16:41:48,586 - mmaction - INFO - Epoch [174][3620/3757] lr: 3.727e-04, eta: 3:58:57, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5773, top5_acc: 0.7789, loss_cls: 1.8440, loss: 1.8440, grad_norm: 7.9075 2020-07-28 16:41:59,926 - mmaction - INFO - Epoch [174][3640/3757] lr: 3.727e-04, eta: 3:58:45, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5844, top5_acc: 0.7844, loss_cls: 1.8134, loss: 1.8134, grad_norm: 7.8842 2020-07-28 16:42:11,276 - mmaction - INFO - Epoch [174][3660/3757] lr: 3.727e-04, eta: 3:58:32, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5547, top5_acc: 0.7672, loss_cls: 1.9614, loss: 1.9614, grad_norm: 8.3505 2020-07-28 16:42:22,723 - mmaction - INFO - Epoch [174][3680/3757] lr: 3.727e-04, eta: 3:58:19, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5586, top5_acc: 0.7727, loss_cls: 1.9210, loss: 1.9210, grad_norm: 8.4555 2020-07-28 16:42:34,140 - mmaction - INFO - Epoch [174][3700/3757] lr: 3.727e-04, eta: 3:58:07, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5539, top5_acc: 0.7742, loss_cls: 1.8580, loss: 1.8580, grad_norm: 8.0541 2020-07-28 16:42:45,539 - mmaction - INFO - Epoch [174][3720/3757] lr: 3.727e-04, eta: 3:57:54, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5711, top5_acc: 0.7820, loss_cls: 1.8487, loss: 1.8487, grad_norm: 8.0683 2020-07-28 16:42:56,960 - mmaction - INFO - Epoch [174][3740/3757] lr: 3.727e-04, eta: 3:57:41, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5336, top5_acc: 0.7703, loss_cls: 1.9356, loss: 1.9356, grad_norm: 8.4551 2020-07-28 16:46:45,824 - mmaction - INFO - Epoch [175][20/3757] lr: 2.739e-04, eta: 3:57:26, time: 10.635, data_time: 9.886, memory: 5232, top1_acc: 0.5859, top5_acc: 0.8000, loss_cls: 1.7512, loss: 1.7512, grad_norm: 7.9301 2020-07-28 16:46:57,191 - mmaction - INFO - Epoch [175][40/3757] lr: 2.739e-04, eta: 3:57:13, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.5773, top5_acc: 0.7789, loss_cls: 1.8227, loss: 1.8227, grad_norm: 8.0688 2020-07-28 16:47:08,492 - mmaction - INFO - Epoch [175][60/3757] lr: 2.739e-04, eta: 3:57:01, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.5867, top5_acc: 0.7812, loss_cls: 1.8362, loss: 1.8362, grad_norm: 8.1416 2020-07-28 16:47:19,902 - mmaction - INFO - Epoch [175][80/3757] lr: 2.739e-04, eta: 3:56:48, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5742, top5_acc: 0.7852, loss_cls: 1.8427, loss: 1.8427, grad_norm: 8.0905 2020-07-28 16:47:31,282 - mmaction - INFO - Epoch [175][100/3757] lr: 2.739e-04, eta: 3:56:35, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.5305, top5_acc: 0.7656, loss_cls: 1.9642, loss: 1.9642, grad_norm: 8.6250 2020-07-28 16:47:42,641 - mmaction - INFO - Epoch [175][120/3757] lr: 2.739e-04, eta: 3:56:22, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5516, top5_acc: 0.7641, loss_cls: 1.9522, loss: 1.9522, grad_norm: 8.2519 2020-07-28 16:47:54,083 - mmaction - INFO - Epoch [175][140/3757] lr: 2.739e-04, eta: 3:56:10, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5680, top5_acc: 0.7680, loss_cls: 1.8905, loss: 1.8905, grad_norm: 8.1409 2020-07-28 16:48:05,448 - mmaction - INFO - Epoch [175][160/3757] lr: 2.739e-04, eta: 3:55:57, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5727, top5_acc: 0.7703, loss_cls: 1.8911, loss: 1.8911, grad_norm: 8.1724 2020-07-28 16:48:16,894 - mmaction - INFO - Epoch [175][180/3757] lr: 2.739e-04, eta: 3:55:44, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5539, top5_acc: 0.7773, loss_cls: 1.9194, loss: 1.9194, grad_norm: 8.3132 2020-07-28 16:48:28,398 - mmaction - INFO - Epoch [175][200/3757] lr: 2.739e-04, eta: 3:55:32, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.5891, top5_acc: 0.7859, loss_cls: 1.7607, loss: 1.7607, grad_norm: 7.9500 2020-07-28 16:48:39,690 - mmaction - INFO - Epoch [175][220/3757] lr: 2.739e-04, eta: 3:55:19, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.5633, top5_acc: 0.7844, loss_cls: 1.8252, loss: 1.8252, grad_norm: 7.9692 2020-07-28 16:48:51,167 - mmaction - INFO - Epoch [175][240/3757] lr: 2.739e-04, eta: 3:55:06, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5648, top5_acc: 0.7836, loss_cls: 1.8732, loss: 1.8732, grad_norm: 8.3742 2020-07-28 16:49:02,470 - mmaction - INFO - Epoch [175][260/3757] lr: 2.739e-04, eta: 3:54:54, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.5586, top5_acc: 0.7594, loss_cls: 1.9583, loss: 1.9583, grad_norm: 8.5520 2020-07-28 16:49:13,864 - mmaction - INFO - Epoch [175][280/3757] lr: 2.739e-04, eta: 3:54:41, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5305, top5_acc: 0.7531, loss_cls: 2.0148, loss: 2.0148, grad_norm: 8.3909 2020-07-28 16:49:25,269 - mmaction - INFO - Epoch [175][300/3757] lr: 2.739e-04, eta: 3:54:28, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5641, top5_acc: 0.7766, loss_cls: 1.9116, loss: 1.9116, grad_norm: 7.8739 2020-07-28 16:49:36,552 - mmaction - INFO - Epoch [175][320/3757] lr: 2.739e-04, eta: 3:54:15, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.5648, top5_acc: 0.7828, loss_cls: 1.8052, loss: 1.8052, grad_norm: 8.2350 2020-07-28 16:49:47,936 - mmaction - INFO - Epoch [175][340/3757] lr: 2.739e-04, eta: 3:54:03, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5633, top5_acc: 0.7703, loss_cls: 1.9417, loss: 1.9417, grad_norm: 8.2852 2020-07-28 16:49:59,305 - mmaction - INFO - Epoch [175][360/3757] lr: 2.739e-04, eta: 3:53:50, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5570, top5_acc: 0.7648, loss_cls: 1.9625, loss: 1.9625, grad_norm: 8.2745 2020-07-28 16:50:11,132 - mmaction - INFO - Epoch [175][380/3757] lr: 2.739e-04, eta: 3:53:37, time: 0.591, data_time: 0.028, memory: 5232, top1_acc: 0.5414, top5_acc: 0.7539, loss_cls: 2.0106, loss: 2.0106, grad_norm: 8.3563 2020-07-28 16:50:22,380 - mmaction - INFO - Epoch [175][400/3757] lr: 2.739e-04, eta: 3:53:25, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.5742, top5_acc: 0.7703, loss_cls: 1.9182, loss: 1.9182, grad_norm: 8.4755 2020-07-28 16:50:33,751 - mmaction - INFO - Epoch [175][420/3757] lr: 2.739e-04, eta: 3:53:12, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.6000, top5_acc: 0.7836, loss_cls: 1.8004, loss: 1.8004, grad_norm: 7.9365 2020-07-28 16:50:45,073 - mmaction - INFO - Epoch [175][440/3757] lr: 2.739e-04, eta: 3:52:59, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5961, top5_acc: 0.8008, loss_cls: 1.7937, loss: 1.7937, grad_norm: 8.0787 2020-07-28 16:50:56,553 - mmaction - INFO - Epoch [175][460/3757] lr: 2.739e-04, eta: 3:52:47, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5828, top5_acc: 0.7883, loss_cls: 1.8541, loss: 1.8541, grad_norm: 7.9216 2020-07-28 16:51:07,962 - mmaction - INFO - Epoch [175][480/3757] lr: 2.739e-04, eta: 3:52:34, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5680, top5_acc: 0.7891, loss_cls: 1.8075, loss: 1.8075, grad_norm: 8.1824 2020-07-28 16:51:19,313 - mmaction - INFO - Epoch [175][500/3757] lr: 2.739e-04, eta: 3:52:21, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5602, top5_acc: 0.7656, loss_cls: 1.9016, loss: 1.9016, grad_norm: 8.2298 2020-07-28 16:51:30,773 - mmaction - INFO - Epoch [175][520/3757] lr: 2.739e-04, eta: 3:52:08, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.5750, top5_acc: 0.7812, loss_cls: 1.8639, loss: 1.8639, grad_norm: 7.9844 2020-07-28 16:51:42,099 - mmaction - INFO - Epoch [175][540/3757] lr: 2.739e-04, eta: 3:51:56, time: 0.566, data_time: 0.001, memory: 5232, top1_acc: 0.5484, top5_acc: 0.7711, loss_cls: 1.8959, loss: 1.8959, grad_norm: 8.6300 2020-07-28 16:51:53,492 - mmaction - INFO - Epoch [175][560/3757] lr: 2.739e-04, eta: 3:51:43, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5758, top5_acc: 0.7750, loss_cls: 1.9071, loss: 1.9071, grad_norm: 8.4337 2020-07-28 16:52:04,870 - mmaction - INFO - Epoch [175][580/3757] lr: 2.739e-04, eta: 3:51:30, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5836, top5_acc: 0.7836, loss_cls: 1.7967, loss: 1.7967, grad_norm: 8.0440 2020-07-28 16:52:16,317 - mmaction - INFO - Epoch [175][600/3757] lr: 2.739e-04, eta: 3:51:18, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5719, top5_acc: 0.7836, loss_cls: 1.8234, loss: 1.8234, grad_norm: 8.1669 2020-07-28 16:52:27,657 - mmaction - INFO - Epoch [175][620/3757] lr: 2.739e-04, eta: 3:51:05, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5625, top5_acc: 0.7758, loss_cls: 1.8552, loss: 1.8552, grad_norm: 8.1912 2020-07-28 16:52:39,122 - mmaction - INFO - Epoch [175][640/3757] lr: 2.739e-04, eta: 3:50:52, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5797, top5_acc: 0.7812, loss_cls: 1.8306, loss: 1.8306, grad_norm: 8.0169 2020-07-28 16:52:50,677 - mmaction - INFO - Epoch [175][660/3757] lr: 2.739e-04, eta: 3:50:40, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.5672, top5_acc: 0.7836, loss_cls: 1.8744, loss: 1.8744, grad_norm: 8.1717 2020-07-28 16:53:02,165 - mmaction - INFO - Epoch [175][680/3757] lr: 2.739e-04, eta: 3:50:27, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5516, top5_acc: 0.7656, loss_cls: 1.9411, loss: 1.9411, grad_norm: 8.2256 2020-07-28 16:53:13,625 - mmaction - INFO - Epoch [175][700/3757] lr: 2.739e-04, eta: 3:50:14, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.5602, top5_acc: 0.7758, loss_cls: 1.8805, loss: 1.8805, grad_norm: 8.3518 2020-07-28 16:53:25,037 - mmaction - INFO - Epoch [175][720/3757] lr: 2.739e-04, eta: 3:50:01, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5719, top5_acc: 0.7820, loss_cls: 1.8573, loss: 1.8573, grad_norm: 8.0070 2020-07-28 16:53:36,450 - mmaction - INFO - Epoch [175][740/3757] lr: 2.739e-04, eta: 3:49:49, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5883, top5_acc: 0.7859, loss_cls: 1.8095, loss: 1.8095, grad_norm: 8.1517 2020-07-28 16:53:47,971 - mmaction - INFO - Epoch [175][760/3757] lr: 2.739e-04, eta: 3:49:36, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5703, top5_acc: 0.7703, loss_cls: 1.8953, loss: 1.8953, grad_norm: 8.2431 2020-07-28 16:53:59,483 - mmaction - INFO - Epoch [175][780/3757] lr: 2.739e-04, eta: 3:49:23, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.5742, top5_acc: 0.7789, loss_cls: 1.8531, loss: 1.8531, grad_norm: 8.1061 2020-07-28 16:54:10,889 - mmaction - INFO - Epoch [175][800/3757] lr: 2.739e-04, eta: 3:49:11, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5758, top5_acc: 0.7805, loss_cls: 1.8342, loss: 1.8342, grad_norm: 7.9102 2020-07-28 16:54:22,259 - mmaction - INFO - Epoch [175][820/3757] lr: 2.739e-04, eta: 3:48:58, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5719, top5_acc: 0.7805, loss_cls: 1.8551, loss: 1.8551, grad_norm: 8.2679 2020-07-28 16:54:33,705 - mmaction - INFO - Epoch [175][840/3757] lr: 2.739e-04, eta: 3:48:45, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5734, top5_acc: 0.7812, loss_cls: 1.8272, loss: 1.8272, grad_norm: 8.1466 2020-07-28 16:54:45,065 - mmaction - INFO - Epoch [175][860/3757] lr: 2.739e-04, eta: 3:48:33, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5914, top5_acc: 0.7953, loss_cls: 1.8046, loss: 1.8046, grad_norm: 8.0156 2020-07-28 16:54:56,471 - mmaction - INFO - Epoch [175][880/3757] lr: 2.739e-04, eta: 3:48:20, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5758, top5_acc: 0.7836, loss_cls: 1.8564, loss: 1.8564, grad_norm: 8.1365 2020-07-28 16:55:07,876 - mmaction - INFO - Epoch [175][900/3757] lr: 2.739e-04, eta: 3:48:07, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.5813, top5_acc: 0.7836, loss_cls: 1.8800, loss: 1.8800, grad_norm: 8.3734 2020-07-28 16:55:19,302 - mmaction - INFO - Epoch [175][920/3757] lr: 2.739e-04, eta: 3:47:54, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.5836, top5_acc: 0.7656, loss_cls: 1.8923, loss: 1.8923, grad_norm: 8.1243 2020-07-28 16:55:30,676 - mmaction - INFO - Epoch [175][940/3757] lr: 2.739e-04, eta: 3:47:42, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5758, top5_acc: 0.7656, loss_cls: 1.9051, loss: 1.9051, grad_norm: 8.4383 2020-07-28 16:55:42,024 - mmaction - INFO - Epoch [175][960/3757] lr: 2.739e-04, eta: 3:47:29, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5648, top5_acc: 0.7680, loss_cls: 1.9049, loss: 1.9049, grad_norm: 8.3817 2020-07-28 16:55:53,532 - mmaction - INFO - Epoch [175][980/3757] lr: 2.739e-04, eta: 3:47:16, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.5414, top5_acc: 0.7719, loss_cls: 1.9594, loss: 1.9594, grad_norm: 8.1242 2020-07-28 16:56:04,898 - mmaction - INFO - Epoch [175][1000/3757] lr: 2.739e-04, eta: 3:47:04, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.5570, top5_acc: 0.7625, loss_cls: 1.9595, loss: 1.9595, grad_norm: 8.4151 2020-07-28 16:56:16,357 - mmaction - INFO - Epoch [175][1020/3757] lr: 2.739e-04, eta: 3:46:51, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5484, top5_acc: 0.7656, loss_cls: 1.9363, loss: 1.9363, grad_norm: 8.1553 2020-07-28 16:56:27,821 - mmaction - INFO - Epoch [175][1040/3757] lr: 2.739e-04, eta: 3:46:38, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5453, top5_acc: 0.7734, loss_cls: 1.9492, loss: 1.9492, grad_norm: 8.4188 2020-07-28 16:56:39,143 - mmaction - INFO - Epoch [175][1060/3757] lr: 2.739e-04, eta: 3:46:26, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5750, top5_acc: 0.7773, loss_cls: 1.8450, loss: 1.8450, grad_norm: 8.3452 2020-07-28 16:56:50,510 - mmaction - INFO - Epoch [175][1080/3757] lr: 2.739e-04, eta: 3:46:13, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5547, top5_acc: 0.7578, loss_cls: 1.9128, loss: 1.9128, grad_norm: 8.2235 2020-07-28 16:57:01,880 - mmaction - INFO - Epoch [175][1100/3757] lr: 2.739e-04, eta: 3:46:00, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5773, top5_acc: 0.7891, loss_cls: 1.8080, loss: 1.8080, grad_norm: 8.1127 2020-07-28 16:57:13,341 - mmaction - INFO - Epoch [175][1120/3757] lr: 2.739e-04, eta: 3:45:47, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5898, top5_acc: 0.7906, loss_cls: 1.7734, loss: 1.7734, grad_norm: 7.9474 2020-07-28 16:57:24,823 - mmaction - INFO - Epoch [175][1140/3757] lr: 2.739e-04, eta: 3:45:35, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5508, top5_acc: 0.7500, loss_cls: 1.9817, loss: 1.9817, grad_norm: 8.0819 2020-07-28 16:57:36,108 - mmaction - INFO - Epoch [175][1160/3757] lr: 2.739e-04, eta: 3:45:22, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.5641, top5_acc: 0.7734, loss_cls: 1.8944, loss: 1.8944, grad_norm: 8.5021 2020-07-28 16:57:47,548 - mmaction - INFO - Epoch [175][1180/3757] lr: 2.739e-04, eta: 3:45:09, time: 0.572, data_time: 0.001, memory: 5232, top1_acc: 0.5578, top5_acc: 0.7852, loss_cls: 1.8403, loss: 1.8403, grad_norm: 8.5429 2020-07-28 16:57:58,889 - mmaction - INFO - Epoch [175][1200/3757] lr: 2.739e-04, eta: 3:44:57, time: 0.567, data_time: 0.001, memory: 5232, top1_acc: 0.5555, top5_acc: 0.7672, loss_cls: 1.8830, loss: 1.8830, grad_norm: 8.4087 2020-07-28 16:58:10,258 - mmaction - INFO - Epoch [175][1220/3757] lr: 2.739e-04, eta: 3:44:44, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.5945, top5_acc: 0.7906, loss_cls: 1.7939, loss: 1.7939, grad_norm: 8.3290 2020-07-28 16:58:21,694 - mmaction - INFO - Epoch [175][1240/3757] lr: 2.739e-04, eta: 3:44:31, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5586, top5_acc: 0.7617, loss_cls: 1.9923, loss: 1.9923, grad_norm: 8.2994 2020-07-28 16:58:33,129 - mmaction - INFO - Epoch [175][1260/3757] lr: 2.739e-04, eta: 3:44:19, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5664, top5_acc: 0.7836, loss_cls: 1.8683, loss: 1.8683, grad_norm: 8.3942 2020-07-28 16:58:44,583 - mmaction - INFO - Epoch [175][1280/3757] lr: 2.739e-04, eta: 3:44:06, time: 0.572, data_time: 0.001, memory: 5232, top1_acc: 0.5836, top5_acc: 0.7742, loss_cls: 1.8551, loss: 1.8551, grad_norm: 8.0142 2020-07-28 16:58:55,882 - mmaction - INFO - Epoch [175][1300/3757] lr: 2.739e-04, eta: 3:43:53, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.5719, top5_acc: 0.7703, loss_cls: 1.8822, loss: 1.8822, grad_norm: 8.1919 2020-07-28 16:59:07,231 - mmaction - INFO - Epoch [175][1320/3757] lr: 2.739e-04, eta: 3:43:40, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5656, top5_acc: 0.7703, loss_cls: 1.9134, loss: 1.9134, grad_norm: 8.3129 2020-07-28 16:59:18,746 - mmaction - INFO - Epoch [175][1340/3757] lr: 2.739e-04, eta: 3:43:28, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5695, top5_acc: 0.7625, loss_cls: 1.9408, loss: 1.9408, grad_norm: 8.5182 2020-07-28 16:59:30,197 - mmaction - INFO - Epoch [175][1360/3757] lr: 2.739e-04, eta: 3:43:15, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5656, top5_acc: 0.7844, loss_cls: 1.8679, loss: 1.8679, grad_norm: 8.0887 2020-07-28 16:59:41,713 - mmaction - INFO - Epoch [175][1380/3757] lr: 2.739e-04, eta: 3:43:02, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5531, top5_acc: 0.7672, loss_cls: 1.9555, loss: 1.9555, grad_norm: 8.5290 2020-07-28 16:59:53,227 - mmaction - INFO - Epoch [175][1400/3757] lr: 2.739e-04, eta: 3:42:50, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5789, top5_acc: 0.7602, loss_cls: 1.9582, loss: 1.9582, grad_norm: 8.2367 2020-07-28 17:00:11,031 - mmaction - INFO - Epoch [175][1420/3757] lr: 2.739e-04, eta: 3:42:37, time: 0.888, data_time: 0.009, memory: 5232, top1_acc: 0.5617, top5_acc: 0.7883, loss_cls: 1.8591, loss: 1.8591, grad_norm: 7.9879 2020-07-28 17:00:22,406 - mmaction - INFO - Epoch [175][1440/3757] lr: 2.739e-04, eta: 3:42:25, time: 0.571, data_time: 0.005, memory: 5232, top1_acc: 0.5523, top5_acc: 0.7680, loss_cls: 1.9564, loss: 1.9564, grad_norm: 8.1531 2020-07-28 17:00:33,977 - mmaction - INFO - Epoch [175][1460/3757] lr: 2.739e-04, eta: 3:42:12, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.5617, top5_acc: 0.7656, loss_cls: 1.8851, loss: 1.8851, grad_norm: 8.2463 2020-07-28 17:00:45,325 - mmaction - INFO - Epoch [175][1480/3757] lr: 2.739e-04, eta: 3:41:59, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.5609, top5_acc: 0.7703, loss_cls: 1.9526, loss: 1.9526, grad_norm: 8.4641 2020-07-28 17:00:56,716 - mmaction - INFO - Epoch [175][1500/3757] lr: 2.739e-04, eta: 3:41:46, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5539, top5_acc: 0.7570, loss_cls: 1.9657, loss: 1.9657, grad_norm: 8.1897 2020-07-28 17:01:08,576 - mmaction - INFO - Epoch [175][1520/3757] lr: 2.739e-04, eta: 3:41:34, time: 0.592, data_time: 0.026, memory: 5232, top1_acc: 0.5695, top5_acc: 0.7594, loss_cls: 1.9322, loss: 1.9322, grad_norm: 8.4274 2020-07-28 17:01:19,999 - mmaction - INFO - Epoch [175][1540/3757] lr: 2.739e-04, eta: 3:41:21, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5633, top5_acc: 0.7852, loss_cls: 1.8358, loss: 1.8358, grad_norm: 8.0351 2020-07-28 17:01:31,400 - mmaction - INFO - Epoch [175][1560/3757] lr: 2.739e-04, eta: 3:41:08, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5484, top5_acc: 0.7617, loss_cls: 1.9683, loss: 1.9683, grad_norm: 8.3656 2020-07-28 17:01:42,778 - mmaction - INFO - Epoch [175][1580/3757] lr: 2.739e-04, eta: 3:40:56, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.5742, top5_acc: 0.7953, loss_cls: 1.8581, loss: 1.8581, grad_norm: 8.2224 2020-07-28 17:01:54,154 - mmaction - INFO - Epoch [175][1600/3757] lr: 2.739e-04, eta: 3:40:43, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5742, top5_acc: 0.7750, loss_cls: 1.8617, loss: 1.8617, grad_norm: 8.2020 2020-07-28 17:02:05,518 - mmaction - INFO - Epoch [175][1620/3757] lr: 2.739e-04, eta: 3:40:30, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5859, top5_acc: 0.7898, loss_cls: 1.8404, loss: 1.8404, grad_norm: 8.1465 2020-07-28 17:02:16,970 - mmaction - INFO - Epoch [175][1640/3757] lr: 2.739e-04, eta: 3:40:18, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5859, top5_acc: 0.7852, loss_cls: 1.8359, loss: 1.8359, grad_norm: 8.0205 2020-07-28 17:02:28,282 - mmaction - INFO - Epoch [175][1660/3757] lr: 2.739e-04, eta: 3:40:05, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5734, top5_acc: 0.7914, loss_cls: 1.8400, loss: 1.8400, grad_norm: 8.3324 2020-07-28 17:02:39,616 - mmaction - INFO - Epoch [175][1680/3757] lr: 2.739e-04, eta: 3:39:52, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.5664, top5_acc: 0.7797, loss_cls: 1.8877, loss: 1.8877, grad_norm: 8.2834 2020-07-28 17:02:51,052 - mmaction - INFO - Epoch [175][1700/3757] lr: 2.739e-04, eta: 3:39:39, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5586, top5_acc: 0.7914, loss_cls: 1.8685, loss: 1.8685, grad_norm: 8.4384 2020-07-28 17:03:02,447 - mmaction - INFO - Epoch [175][1720/3757] lr: 2.739e-04, eta: 3:39:27, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5570, top5_acc: 0.7797, loss_cls: 1.8958, loss: 1.8958, grad_norm: 8.3050 2020-07-28 17:03:13,804 - mmaction - INFO - Epoch [175][1740/3757] lr: 2.739e-04, eta: 3:39:14, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5938, top5_acc: 0.7695, loss_cls: 1.8502, loss: 1.8502, grad_norm: 8.2364 2020-07-28 17:03:25,236 - mmaction - INFO - Epoch [175][1760/3757] lr: 2.739e-04, eta: 3:39:01, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5445, top5_acc: 0.7719, loss_cls: 1.9296, loss: 1.9296, grad_norm: 8.5442 2020-07-28 17:03:36,590 - mmaction - INFO - Epoch [175][1780/3757] lr: 2.739e-04, eta: 3:38:49, time: 0.568, data_time: 0.001, memory: 5232, top1_acc: 0.5938, top5_acc: 0.7930, loss_cls: 1.7735, loss: 1.7735, grad_norm: 8.0530 2020-07-28 17:03:47,875 - mmaction - INFO - Epoch [175][1800/3757] lr: 2.739e-04, eta: 3:38:36, time: 0.564, data_time: 0.001, memory: 5232, top1_acc: 0.5914, top5_acc: 0.7977, loss_cls: 1.7528, loss: 1.7528, grad_norm: 8.2266 2020-07-28 17:03:59,220 - mmaction - INFO - Epoch [175][1820/3757] lr: 2.739e-04, eta: 3:38:23, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5703, top5_acc: 0.7773, loss_cls: 1.8461, loss: 1.8461, grad_norm: 8.1554 2020-07-28 17:04:10,665 - mmaction - INFO - Epoch [175][1840/3757] lr: 2.739e-04, eta: 3:38:11, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5602, top5_acc: 0.7836, loss_cls: 1.8412, loss: 1.8412, grad_norm: 8.2454 2020-07-28 17:04:22,047 - mmaction - INFO - Epoch [175][1860/3757] lr: 2.739e-04, eta: 3:37:58, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5516, top5_acc: 0.7664, loss_cls: 1.9739, loss: 1.9739, grad_norm: 8.4624 2020-07-28 17:04:33,486 - mmaction - INFO - Epoch [175][1880/3757] lr: 2.739e-04, eta: 3:37:45, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5578, top5_acc: 0.7523, loss_cls: 1.9386, loss: 1.9386, grad_norm: 8.2016 2020-07-28 17:04:44,928 - mmaction - INFO - Epoch [175][1900/3757] lr: 2.739e-04, eta: 3:37:32, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5695, top5_acc: 0.7727, loss_cls: 1.9171, loss: 1.9171, grad_norm: 8.4526 2020-07-28 17:04:56,318 - mmaction - INFO - Epoch [175][1920/3757] lr: 2.739e-04, eta: 3:37:20, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5648, top5_acc: 0.7789, loss_cls: 1.9122, loss: 1.9122, grad_norm: 8.4332 2020-07-28 17:05:07,663 - mmaction - INFO - Epoch [175][1940/3757] lr: 2.739e-04, eta: 3:37:07, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5844, top5_acc: 0.7984, loss_cls: 1.7714, loss: 1.7714, grad_norm: 8.0584 2020-07-28 17:05:19,126 - mmaction - INFO - Epoch [175][1960/3757] lr: 2.739e-04, eta: 3:36:54, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5844, top5_acc: 0.8086, loss_cls: 1.7835, loss: 1.7835, grad_norm: 8.2484 2020-07-28 17:05:30,368 - mmaction - INFO - Epoch [175][1980/3757] lr: 2.739e-04, eta: 3:36:42, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.5734, top5_acc: 0.7852, loss_cls: 1.8586, loss: 1.8586, grad_norm: 8.2344 2020-07-28 17:05:41,799 - mmaction - INFO - Epoch [175][2000/3757] lr: 2.739e-04, eta: 3:36:29, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5461, top5_acc: 0.7719, loss_cls: 1.9166, loss: 1.9166, grad_norm: 8.3662 2020-07-28 17:05:53,234 - mmaction - INFO - Epoch [175][2020/3757] lr: 2.739e-04, eta: 3:36:16, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.5750, top5_acc: 0.7758, loss_cls: 1.8646, loss: 1.8646, grad_norm: 8.0788 2020-07-28 17:06:04,644 - mmaction - INFO - Epoch [175][2040/3757] lr: 2.739e-04, eta: 3:36:04, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5859, top5_acc: 0.7789, loss_cls: 1.8091, loss: 1.8091, grad_norm: 7.9805 2020-07-28 17:06:16,149 - mmaction - INFO - Epoch [175][2060/3757] lr: 2.739e-04, eta: 3:35:51, time: 0.575, data_time: 0.002, memory: 5232, top1_acc: 0.5797, top5_acc: 0.7906, loss_cls: 1.8318, loss: 1.8318, grad_norm: 8.2634 2020-07-28 17:06:27,631 - mmaction - INFO - Epoch [175][2080/3757] lr: 2.739e-04, eta: 3:35:38, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5883, top5_acc: 0.7891, loss_cls: 1.8248, loss: 1.8248, grad_norm: 8.2219 2020-07-28 17:06:39,095 - mmaction - INFO - Epoch [175][2100/3757] lr: 2.739e-04, eta: 3:35:26, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5391, top5_acc: 0.7742, loss_cls: 1.9414, loss: 1.9414, grad_norm: 8.5304 2020-07-28 17:06:50,557 - mmaction - INFO - Epoch [175][2120/3757] lr: 2.739e-04, eta: 3:35:13, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5719, top5_acc: 0.7812, loss_cls: 1.8395, loss: 1.8395, grad_norm: 8.0545 2020-07-28 17:07:02,037 - mmaction - INFO - Epoch [175][2140/3757] lr: 2.739e-04, eta: 3:35:00, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5734, top5_acc: 0.7844, loss_cls: 1.8514, loss: 1.8514, grad_norm: 8.3120 2020-07-28 17:07:13,490 - mmaction - INFO - Epoch [175][2160/3757] lr: 2.739e-04, eta: 3:34:47, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5680, top5_acc: 0.7797, loss_cls: 1.9144, loss: 1.9144, grad_norm: 8.3244 2020-07-28 17:07:24,898 - mmaction - INFO - Epoch [175][2180/3757] lr: 2.739e-04, eta: 3:34:35, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.5617, top5_acc: 0.7617, loss_cls: 1.9389, loss: 1.9389, grad_norm: 8.2753 2020-07-28 17:07:36,327 - mmaction - INFO - Epoch [175][2200/3757] lr: 2.739e-04, eta: 3:34:22, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5492, top5_acc: 0.7711, loss_cls: 1.9494, loss: 1.9494, grad_norm: 8.4446 2020-07-28 17:07:47,726 - mmaction - INFO - Epoch [175][2220/3757] lr: 2.739e-04, eta: 3:34:09, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5844, top5_acc: 0.7812, loss_cls: 1.8381, loss: 1.8381, grad_norm: 8.1014 2020-07-28 17:07:59,209 - mmaction - INFO - Epoch [175][2240/3757] lr: 2.739e-04, eta: 3:33:57, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5539, top5_acc: 0.7867, loss_cls: 1.8805, loss: 1.8805, grad_norm: 7.9992 2020-07-28 17:08:10,584 - mmaction - INFO - Epoch [175][2260/3757] lr: 2.739e-04, eta: 3:33:44, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5531, top5_acc: 0.7562, loss_cls: 1.9997, loss: 1.9997, grad_norm: 8.6257 2020-07-28 17:08:25,835 - mmaction - INFO - Epoch [175][2280/3757] lr: 2.739e-04, eta: 3:33:31, time: 0.762, data_time: 0.180, memory: 5232, top1_acc: 0.5711, top5_acc: 0.7867, loss_cls: 1.8732, loss: 1.8732, grad_norm: 8.0672 2020-07-28 17:08:37,720 - mmaction - INFO - Epoch [175][2300/3757] lr: 2.739e-04, eta: 3:33:19, time: 0.594, data_time: 0.025, memory: 5232, top1_acc: 0.5781, top5_acc: 0.7953, loss_cls: 1.8013, loss: 1.8013, grad_norm: 7.9797 2020-07-28 17:08:49,423 - mmaction - INFO - Epoch [175][2320/3757] lr: 2.739e-04, eta: 3:33:06, time: 0.585, data_time: 0.014, memory: 5232, top1_acc: 0.5492, top5_acc: 0.7617, loss_cls: 1.9268, loss: 1.9268, grad_norm: 8.2681 2020-07-28 17:09:01,247 - mmaction - INFO - Epoch [175][2340/3757] lr: 2.739e-04, eta: 3:32:53, time: 0.591, data_time: 0.025, memory: 5232, top1_acc: 0.5797, top5_acc: 0.7719, loss_cls: 1.8464, loss: 1.8464, grad_norm: 8.1375 2020-07-28 17:09:12,956 - mmaction - INFO - Epoch [175][2360/3757] lr: 2.739e-04, eta: 3:32:41, time: 0.586, data_time: 0.016, memory: 5232, top1_acc: 0.5672, top5_acc: 0.7680, loss_cls: 1.8455, loss: 1.8455, grad_norm: 8.1995 2020-07-28 17:09:24,405 - mmaction - INFO - Epoch [175][2380/3757] lr: 2.739e-04, eta: 3:32:28, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5758, top5_acc: 0.7930, loss_cls: 1.8107, loss: 1.8107, grad_norm: 7.9017 2020-07-28 17:09:35,797 - mmaction - INFO - Epoch [175][2400/3757] lr: 2.739e-04, eta: 3:32:15, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5844, top5_acc: 0.7805, loss_cls: 1.8358, loss: 1.8358, grad_norm: 8.0329 2020-07-28 17:09:47,327 - mmaction - INFO - Epoch [175][2420/3757] lr: 2.739e-04, eta: 3:32:03, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.5742, top5_acc: 0.7711, loss_cls: 1.8532, loss: 1.8532, grad_norm: 7.7870 2020-07-28 17:09:58,718 - mmaction - INFO - Epoch [175][2440/3757] lr: 2.739e-04, eta: 3:31:50, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.5742, top5_acc: 0.7852, loss_cls: 1.8531, loss: 1.8531, grad_norm: 8.2470 2020-07-28 17:10:10,101 - mmaction - INFO - Epoch [175][2460/3757] lr: 2.739e-04, eta: 3:31:37, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.5859, top5_acc: 0.8055, loss_cls: 1.7236, loss: 1.7236, grad_norm: 7.9466 2020-07-28 17:10:21,560 - mmaction - INFO - Epoch [175][2480/3757] lr: 2.739e-04, eta: 3:31:25, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5750, top5_acc: 0.7789, loss_cls: 1.8437, loss: 1.8437, grad_norm: 8.3122 2020-07-28 17:10:33,049 - mmaction - INFO - Epoch [175][2500/3757] lr: 2.739e-04, eta: 3:31:12, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5875, top5_acc: 0.7766, loss_cls: 1.8127, loss: 1.8127, grad_norm: 7.8977 2020-07-28 17:10:44,375 - mmaction - INFO - Epoch [175][2520/3757] lr: 2.739e-04, eta: 3:30:59, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5961, top5_acc: 0.7859, loss_cls: 1.7840, loss: 1.7840, grad_norm: 7.8405 2020-07-28 17:10:55,767 - mmaction - INFO - Epoch [175][2540/3757] lr: 2.739e-04, eta: 3:30:46, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5883, top5_acc: 0.7867, loss_cls: 1.8105, loss: 1.8105, grad_norm: 8.1369 2020-07-28 17:11:07,138 - mmaction - INFO - Epoch [175][2560/3757] lr: 2.739e-04, eta: 3:30:34, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5555, top5_acc: 0.7688, loss_cls: 1.9018, loss: 1.9018, grad_norm: 8.2084 2020-07-28 17:11:18,516 - mmaction - INFO - Epoch [175][2580/3757] lr: 2.739e-04, eta: 3:30:21, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.5656, top5_acc: 0.7648, loss_cls: 1.9237, loss: 1.9237, grad_norm: 8.4143 2020-07-28 17:11:29,888 - mmaction - INFO - Epoch [175][2600/3757] lr: 2.739e-04, eta: 3:30:08, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5547, top5_acc: 0.7742, loss_cls: 1.9339, loss: 1.9339, grad_norm: 8.4830 2020-07-28 17:11:41,283 - mmaction - INFO - Epoch [175][2620/3757] lr: 2.739e-04, eta: 3:29:56, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5617, top5_acc: 0.7547, loss_cls: 1.9693, loss: 1.9693, grad_norm: 8.6438 2020-07-28 17:11:52,647 - mmaction - INFO - Epoch [175][2640/3757] lr: 2.739e-04, eta: 3:29:43, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5742, top5_acc: 0.7609, loss_cls: 1.9492, loss: 1.9492, grad_norm: 8.4840 2020-07-28 17:12:04,165 - mmaction - INFO - Epoch [175][2660/3757] lr: 2.739e-04, eta: 3:29:30, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5813, top5_acc: 0.7922, loss_cls: 1.7809, loss: 1.7809, grad_norm: 8.1999 2020-07-28 17:12:15,532 - mmaction - INFO - Epoch [175][2680/3757] lr: 2.739e-04, eta: 3:29:18, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.5734, top5_acc: 0.7734, loss_cls: 1.8912, loss: 1.8912, grad_norm: 8.1930 2020-07-28 17:12:27,035 - mmaction - INFO - Epoch [175][2700/3757] lr: 2.739e-04, eta: 3:29:05, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5703, top5_acc: 0.7789, loss_cls: 1.8416, loss: 1.8416, grad_norm: 8.0382 2020-07-28 17:12:38,462 - mmaction - INFO - Epoch [175][2720/3757] lr: 2.739e-04, eta: 3:28:52, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5758, top5_acc: 0.7836, loss_cls: 1.8473, loss: 1.8473, grad_norm: 8.0764 2020-07-28 17:12:50,013 - mmaction - INFO - Epoch [175][2740/3757] lr: 2.739e-04, eta: 3:28:40, time: 0.578, data_time: 0.004, memory: 5232, top1_acc: 0.5898, top5_acc: 0.7930, loss_cls: 1.7977, loss: 1.7977, grad_norm: 8.0651 2020-07-28 17:13:01,438 - mmaction - INFO - Epoch [175][2760/3757] lr: 2.739e-04, eta: 3:28:27, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5945, top5_acc: 0.8039, loss_cls: 1.7618, loss: 1.7618, grad_norm: 7.8563 2020-07-28 17:13:12,871 - mmaction - INFO - Epoch [175][2780/3757] lr: 2.739e-04, eta: 3:28:14, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5719, top5_acc: 0.7836, loss_cls: 1.8752, loss: 1.8752, grad_norm: 8.3579 2020-07-28 17:13:24,325 - mmaction - INFO - Epoch [175][2800/3757] lr: 2.739e-04, eta: 3:28:01, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5680, top5_acc: 0.7898, loss_cls: 1.8174, loss: 1.8174, grad_norm: 7.9575 2020-07-28 17:13:35,697 - mmaction - INFO - Epoch [175][2820/3757] lr: 2.739e-04, eta: 3:27:49, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5930, top5_acc: 0.7750, loss_cls: 1.8020, loss: 1.8020, grad_norm: 8.1762 2020-07-28 17:13:47,109 - mmaction - INFO - Epoch [175][2840/3757] lr: 2.739e-04, eta: 3:27:36, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5531, top5_acc: 0.7492, loss_cls: 2.0174, loss: 2.0174, grad_norm: 8.2903 2020-07-28 17:13:58,488 - mmaction - INFO - Epoch [175][2860/3757] lr: 2.739e-04, eta: 3:27:23, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5586, top5_acc: 0.7688, loss_cls: 1.9360, loss: 1.9360, grad_norm: 8.5658 2020-07-28 17:14:09,941 - mmaction - INFO - Epoch [175][2880/3757] lr: 2.739e-04, eta: 3:27:11, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.5547, top5_acc: 0.7797, loss_cls: 1.9153, loss: 1.9153, grad_norm: 8.4342 2020-07-28 17:14:21,379 - mmaction - INFO - Epoch [175][2900/3757] lr: 2.739e-04, eta: 3:26:58, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5844, top5_acc: 0.7773, loss_cls: 1.8132, loss: 1.8132, grad_norm: 8.2709 2020-07-28 17:14:32,805 - mmaction - INFO - Epoch [175][2920/3757] lr: 2.739e-04, eta: 3:26:45, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.6227, top5_acc: 0.7922, loss_cls: 1.7187, loss: 1.7187, grad_norm: 7.8182 2020-07-28 17:14:44,271 - mmaction - INFO - Epoch [175][2940/3757] lr: 2.739e-04, eta: 3:26:33, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5500, top5_acc: 0.7641, loss_cls: 1.9774, loss: 1.9774, grad_norm: 8.5740 2020-07-28 17:14:55,701 - mmaction - INFO - Epoch [175][2960/3757] lr: 2.739e-04, eta: 3:26:20, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5750, top5_acc: 0.7750, loss_cls: 1.8628, loss: 1.8628, grad_norm: 8.1205 2020-07-28 17:15:07,121 - mmaction - INFO - Epoch [175][2980/3757] lr: 2.739e-04, eta: 3:26:07, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5656, top5_acc: 0.7633, loss_cls: 1.8973, loss: 1.8973, grad_norm: 8.1436 2020-07-28 17:15:18,544 - mmaction - INFO - Epoch [175][3000/3757] lr: 2.739e-04, eta: 3:25:55, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5844, top5_acc: 0.7820, loss_cls: 1.8470, loss: 1.8470, grad_norm: 8.4610 2020-07-28 17:15:30,018 - mmaction - INFO - Epoch [175][3020/3757] lr: 2.739e-04, eta: 3:25:42, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5758, top5_acc: 0.7844, loss_cls: 1.9028, loss: 1.9028, grad_norm: 8.1949 2020-07-28 17:15:41,423 - mmaction - INFO - Epoch [175][3040/3757] lr: 2.739e-04, eta: 3:25:29, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5617, top5_acc: 0.7766, loss_cls: 1.8593, loss: 1.8593, grad_norm: 8.2768 2020-07-28 17:15:52,813 - mmaction - INFO - Epoch [175][3060/3757] lr: 2.739e-04, eta: 3:25:17, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5875, top5_acc: 0.8242, loss_cls: 1.7212, loss: 1.7212, grad_norm: 8.0991 2020-07-28 17:16:04,190 - mmaction - INFO - Epoch [175][3080/3757] lr: 2.739e-04, eta: 3:25:04, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5844, top5_acc: 0.7781, loss_cls: 1.8326, loss: 1.8326, grad_norm: 8.2306 2020-07-28 17:16:15,926 - mmaction - INFO - Epoch [175][3100/3757] lr: 2.739e-04, eta: 3:24:51, time: 0.587, data_time: 0.016, memory: 5232, top1_acc: 0.5852, top5_acc: 0.7805, loss_cls: 1.8401, loss: 1.8401, grad_norm: 8.0576 2020-07-28 17:16:27,802 - mmaction - INFO - Epoch [175][3120/3757] lr: 2.739e-04, eta: 3:24:38, time: 0.594, data_time: 0.026, memory: 5232, top1_acc: 0.5672, top5_acc: 0.7586, loss_cls: 1.9357, loss: 1.9357, grad_norm: 8.4976 2020-07-28 17:16:39,501 - mmaction - INFO - Epoch [175][3140/3757] lr: 2.739e-04, eta: 3:24:26, time: 0.585, data_time: 0.017, memory: 5232, top1_acc: 0.5703, top5_acc: 0.7805, loss_cls: 1.8518, loss: 1.8518, grad_norm: 8.1864 2020-07-28 17:16:51,414 - mmaction - INFO - Epoch [175][3160/3757] lr: 2.739e-04, eta: 3:24:13, time: 0.595, data_time: 0.025, memory: 5232, top1_acc: 0.5508, top5_acc: 0.7680, loss_cls: 1.9677, loss: 1.9677, grad_norm: 8.4758 2020-07-28 17:17:03,099 - mmaction - INFO - Epoch [175][3180/3757] lr: 2.739e-04, eta: 3:24:00, time: 0.584, data_time: 0.016, memory: 5232, top1_acc: 0.5578, top5_acc: 0.7641, loss_cls: 1.9164, loss: 1.9164, grad_norm: 8.4323 2020-07-28 17:17:14,834 - mmaction - INFO - Epoch [175][3200/3757] lr: 2.739e-04, eta: 3:23:48, time: 0.587, data_time: 0.024, memory: 5232, top1_acc: 0.5859, top5_acc: 0.7844, loss_cls: 1.7775, loss: 1.7775, grad_norm: 7.8581 2020-07-28 17:17:26,566 - mmaction - INFO - Epoch [175][3220/3757] lr: 2.739e-04, eta: 3:23:35, time: 0.586, data_time: 0.012, memory: 5232, top1_acc: 0.5625, top5_acc: 0.7828, loss_cls: 1.8341, loss: 1.8341, grad_norm: 8.4019 2020-07-28 17:17:38,051 - mmaction - INFO - Epoch [175][3240/3757] lr: 2.739e-04, eta: 3:23:22, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5766, top5_acc: 0.7680, loss_cls: 1.9054, loss: 1.9054, grad_norm: 8.3942 2020-07-28 17:17:49,492 - mmaction - INFO - Epoch [175][3260/3757] lr: 2.739e-04, eta: 3:23:10, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5750, top5_acc: 0.7766, loss_cls: 1.8675, loss: 1.8675, grad_norm: 8.2531 2020-07-28 17:18:00,903 - mmaction - INFO - Epoch [175][3280/3757] lr: 2.739e-04, eta: 3:22:57, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5750, top5_acc: 0.7930, loss_cls: 1.8415, loss: 1.8415, grad_norm: 8.5435 2020-07-28 17:18:12,396 - mmaction - INFO - Epoch [175][3300/3757] lr: 2.739e-04, eta: 3:22:44, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5617, top5_acc: 0.7883, loss_cls: 1.8316, loss: 1.8316, grad_norm: 8.0295 2020-07-28 17:18:27,880 - mmaction - INFO - Epoch [175][3320/3757] lr: 2.739e-04, eta: 3:22:32, time: 0.774, data_time: 0.212, memory: 5232, top1_acc: 0.5719, top5_acc: 0.7828, loss_cls: 1.8514, loss: 1.8514, grad_norm: 8.2387 2020-07-28 17:18:39,620 - mmaction - INFO - Epoch [175][3340/3757] lr: 2.739e-04, eta: 3:22:19, time: 0.587, data_time: 0.017, memory: 5232, top1_acc: 0.5359, top5_acc: 0.7594, loss_cls: 1.9877, loss: 1.9877, grad_norm: 8.8148 2020-07-28 17:18:51,421 - mmaction - INFO - Epoch [175][3360/3757] lr: 2.739e-04, eta: 3:22:06, time: 0.590, data_time: 0.025, memory: 5232, top1_acc: 0.5594, top5_acc: 0.7750, loss_cls: 1.8820, loss: 1.8820, grad_norm: 8.4339 2020-07-28 17:19:03,143 - mmaction - INFO - Epoch [175][3380/3757] lr: 2.739e-04, eta: 3:21:54, time: 0.585, data_time: 0.012, memory: 5232, top1_acc: 0.5609, top5_acc: 0.7680, loss_cls: 1.9172, loss: 1.9172, grad_norm: 7.9758 2020-07-28 17:19:14,920 - mmaction - INFO - Epoch [175][3400/3757] lr: 2.739e-04, eta: 3:21:41, time: 0.589, data_time: 0.026, memory: 5232, top1_acc: 0.5461, top5_acc: 0.7875, loss_cls: 1.8925, loss: 1.8925, grad_norm: 8.2242 2020-07-28 17:19:26,608 - mmaction - INFO - Epoch [175][3420/3757] lr: 2.739e-04, eta: 3:21:28, time: 0.584, data_time: 0.016, memory: 5232, top1_acc: 0.5672, top5_acc: 0.7773, loss_cls: 1.8758, loss: 1.8758, grad_norm: 8.3705 2020-07-28 17:19:38,393 - mmaction - INFO - Epoch [175][3440/3757] lr: 2.739e-04, eta: 3:21:16, time: 0.589, data_time: 0.025, memory: 5232, top1_acc: 0.5609, top5_acc: 0.7680, loss_cls: 1.8936, loss: 1.8936, grad_norm: 8.2148 2020-07-28 17:19:49,839 - mmaction - INFO - Epoch [175][3460/3757] lr: 2.739e-04, eta: 3:21:03, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5641, top5_acc: 0.7703, loss_cls: 1.9234, loss: 1.9234, grad_norm: 8.3831 2020-07-28 17:20:01,353 - mmaction - INFO - Epoch [175][3480/3757] lr: 2.739e-04, eta: 3:20:50, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5477, top5_acc: 0.7742, loss_cls: 1.9216, loss: 1.9216, grad_norm: 8.1815 2020-07-28 17:20:12,920 - mmaction - INFO - Epoch [175][3500/3757] lr: 2.739e-04, eta: 3:20:38, time: 0.579, data_time: 0.014, memory: 5232, top1_acc: 0.5602, top5_acc: 0.7711, loss_cls: 1.9140, loss: 1.9140, grad_norm: 8.5335 2020-07-28 17:20:24,316 - mmaction - INFO - Epoch [175][3520/3757] lr: 2.739e-04, eta: 3:20:25, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5805, top5_acc: 0.7836, loss_cls: 1.8001, loss: 1.8001, grad_norm: 7.8701 2020-07-28 17:20:35,717 - mmaction - INFO - Epoch [175][3540/3757] lr: 2.739e-04, eta: 3:20:12, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5625, top5_acc: 0.7781, loss_cls: 1.8734, loss: 1.8734, grad_norm: 8.1283 2020-07-28 17:20:47,236 - mmaction - INFO - Epoch [175][3560/3757] lr: 2.739e-04, eta: 3:20:00, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.6117, top5_acc: 0.8102, loss_cls: 1.7050, loss: 1.7050, grad_norm: 7.9247 2020-07-28 17:20:58,661 - mmaction - INFO - Epoch [175][3580/3757] lr: 2.739e-04, eta: 3:19:47, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5570, top5_acc: 0.7742, loss_cls: 1.8914, loss: 1.8914, grad_norm: 8.2344 2020-07-28 17:21:10,042 - mmaction - INFO - Epoch [175][3600/3757] lr: 2.739e-04, eta: 3:19:34, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5500, top5_acc: 0.7766, loss_cls: 1.8781, loss: 1.8781, grad_norm: 8.1555 2020-07-28 17:21:21,452 - mmaction - INFO - Epoch [175][3620/3757] lr: 2.739e-04, eta: 3:19:22, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5477, top5_acc: 0.7688, loss_cls: 1.9721, loss: 1.9721, grad_norm: 8.5002 2020-07-28 17:21:32,837 - mmaction - INFO - Epoch [175][3640/3757] lr: 2.739e-04, eta: 3:19:09, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5602, top5_acc: 0.7812, loss_cls: 1.8852, loss: 1.8852, grad_norm: 8.3709 2020-07-28 17:21:44,186 - mmaction - INFO - Epoch [175][3660/3757] lr: 2.739e-04, eta: 3:18:56, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5609, top5_acc: 0.7875, loss_cls: 1.8275, loss: 1.8275, grad_norm: 7.9347 2020-07-28 17:21:55,736 - mmaction - INFO - Epoch [175][3680/3757] lr: 2.739e-04, eta: 3:18:43, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.5516, top5_acc: 0.7648, loss_cls: 1.9374, loss: 1.9374, grad_norm: 8.4236 2020-07-28 17:22:07,104 - mmaction - INFO - Epoch [175][3700/3757] lr: 2.739e-04, eta: 3:18:31, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.5727, top5_acc: 0.7805, loss_cls: 1.8804, loss: 1.8804, grad_norm: 8.0414 2020-07-28 17:22:18,369 - mmaction - INFO - Epoch [175][3720/3757] lr: 2.739e-04, eta: 3:18:18, time: 0.563, data_time: 0.001, memory: 5232, top1_acc: 0.5719, top5_acc: 0.7656, loss_cls: 1.8742, loss: 1.8742, grad_norm: 8.0375 2020-07-28 17:22:29,817 - mmaction - INFO - Epoch [175][3740/3757] lr: 2.739e-04, eta: 3:18:05, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5430, top5_acc: 0.7625, loss_cls: 2.0033, loss: 2.0033, grad_norm: 8.6638 2020-07-28 17:22:46,353 - mmaction - INFO - Saving checkpoint at 175 epochs 2020-07-28 17:26:09,654 - mmaction - INFO - Epoch [176][20/3757] lr: 1.903e-04, eta: 3:17:48, time: 10.056, data_time: 9.360, memory: 5232, top1_acc: 0.5672, top5_acc: 0.7867, loss_cls: 1.8444, loss: 1.8444, grad_norm: 8.0540 2020-07-28 17:26:21,061 - mmaction - INFO - Epoch [176][40/3757] lr: 1.903e-04, eta: 3:17:36, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5641, top5_acc: 0.7766, loss_cls: 1.8628, loss: 1.8628, grad_norm: 8.1305 2020-07-28 17:26:32,490 - mmaction - INFO - Epoch [176][60/3757] lr: 1.903e-04, eta: 3:17:23, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5586, top5_acc: 0.7859, loss_cls: 1.8517, loss: 1.8517, grad_norm: 8.3716 2020-07-28 17:26:43,854 - mmaction - INFO - Epoch [176][80/3757] lr: 1.903e-04, eta: 3:17:10, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5539, top5_acc: 0.7602, loss_cls: 1.9319, loss: 1.9319, grad_norm: 8.1822 2020-07-28 17:26:55,256 - mmaction - INFO - Epoch [176][100/3757] lr: 1.903e-04, eta: 3:16:58, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5844, top5_acc: 0.7898, loss_cls: 1.8508, loss: 1.8508, grad_norm: 8.4173 2020-07-28 17:27:06,575 - mmaction - INFO - Epoch [176][120/3757] lr: 1.903e-04, eta: 3:16:45, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5680, top5_acc: 0.7836, loss_cls: 1.8708, loss: 1.8708, grad_norm: 8.3122 2020-07-28 17:27:17,896 - mmaction - INFO - Epoch [176][140/3757] lr: 1.903e-04, eta: 3:16:32, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5672, top5_acc: 0.7844, loss_cls: 1.8583, loss: 1.8583, grad_norm: 8.2665 2020-07-28 17:27:29,283 - mmaction - INFO - Epoch [176][160/3757] lr: 1.903e-04, eta: 3:16:20, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5617, top5_acc: 0.7875, loss_cls: 1.8355, loss: 1.8355, grad_norm: 8.1060 2020-07-28 17:27:40,735 - mmaction - INFO - Epoch [176][180/3757] lr: 1.903e-04, eta: 3:16:07, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.5664, top5_acc: 0.7688, loss_cls: 1.9247, loss: 1.9247, grad_norm: 8.2403 2020-07-28 17:27:52,031 - mmaction - INFO - Epoch [176][200/3757] lr: 1.903e-04, eta: 3:15:54, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.5758, top5_acc: 0.7742, loss_cls: 1.8602, loss: 1.8602, grad_norm: 8.1536 2020-07-28 17:28:03,424 - mmaction - INFO - Epoch [176][220/3757] lr: 1.903e-04, eta: 3:15:41, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5891, top5_acc: 0.7812, loss_cls: 1.8577, loss: 1.8577, grad_norm: 8.0360 2020-07-28 17:28:14,800 - mmaction - INFO - Epoch [176][240/3757] lr: 1.903e-04, eta: 3:15:29, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5586, top5_acc: 0.7555, loss_cls: 1.9693, loss: 1.9693, grad_norm: 8.4880 2020-07-28 17:28:26,136 - mmaction - INFO - Epoch [176][260/3757] lr: 1.903e-04, eta: 3:15:16, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5555, top5_acc: 0.7719, loss_cls: 1.9095, loss: 1.9095, grad_norm: 8.2110 2020-07-28 17:28:37,407 - mmaction - INFO - Epoch [176][280/3757] lr: 1.903e-04, eta: 3:15:03, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.5664, top5_acc: 0.7844, loss_cls: 1.8081, loss: 1.8081, grad_norm: 7.9273 2020-07-28 17:28:48,782 - mmaction - INFO - Epoch [176][300/3757] lr: 1.903e-04, eta: 3:14:51, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5781, top5_acc: 0.7789, loss_cls: 1.8415, loss: 1.8415, grad_norm: 7.9739 2020-07-28 17:29:00,218 - mmaction - INFO - Epoch [176][320/3757] lr: 1.903e-04, eta: 3:14:38, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.5594, top5_acc: 0.7648, loss_cls: 1.9350, loss: 1.9350, grad_norm: 8.5209 2020-07-28 17:29:11,547 - mmaction - INFO - Epoch [176][340/3757] lr: 1.903e-04, eta: 3:14:25, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5617, top5_acc: 0.7719, loss_cls: 1.9159, loss: 1.9159, grad_norm: 8.4171 2020-07-28 17:29:22,800 - mmaction - INFO - Epoch [176][360/3757] lr: 1.903e-04, eta: 3:14:13, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.5648, top5_acc: 0.7930, loss_cls: 1.8255, loss: 1.8255, grad_norm: 8.2568 2020-07-28 17:29:34,122 - mmaction - INFO - Epoch [176][380/3757] lr: 1.903e-04, eta: 3:14:00, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5492, top5_acc: 0.7609, loss_cls: 1.9110, loss: 1.9110, grad_norm: 8.1983 2020-07-28 17:29:45,512 - mmaction - INFO - Epoch [176][400/3757] lr: 1.903e-04, eta: 3:13:47, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.5555, top5_acc: 0.7664, loss_cls: 1.8980, loss: 1.8980, grad_norm: 8.1565 2020-07-28 17:29:56,930 - mmaction - INFO - Epoch [176][420/3757] lr: 1.903e-04, eta: 3:13:34, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5953, top5_acc: 0.7812, loss_cls: 1.8420, loss: 1.8420, grad_norm: 7.9399 2020-07-28 17:30:08,292 - mmaction - INFO - Epoch [176][440/3757] lr: 1.903e-04, eta: 3:13:22, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5758, top5_acc: 0.7758, loss_cls: 1.8511, loss: 1.8511, grad_norm: 8.3196 2020-07-28 17:30:20,092 - mmaction - INFO - Epoch [176][460/3757] lr: 1.903e-04, eta: 3:13:09, time: 0.590, data_time: 0.025, memory: 5232, top1_acc: 0.5687, top5_acc: 0.7812, loss_cls: 1.8455, loss: 1.8455, grad_norm: 8.2940 2020-07-28 17:30:31,889 - mmaction - INFO - Epoch [176][480/3757] lr: 1.903e-04, eta: 3:12:56, time: 0.590, data_time: 0.016, memory: 5232, top1_acc: 0.5961, top5_acc: 0.7914, loss_cls: 1.7847, loss: 1.7847, grad_norm: 8.0327 2020-07-28 17:30:43,764 - mmaction - INFO - Epoch [176][500/3757] lr: 1.903e-04, eta: 3:12:44, time: 0.593, data_time: 0.026, memory: 5232, top1_acc: 0.5789, top5_acc: 0.7844, loss_cls: 1.8275, loss: 1.8275, grad_norm: 8.0893 2020-07-28 17:30:55,368 - mmaction - INFO - Epoch [176][520/3757] lr: 1.903e-04, eta: 3:12:31, time: 0.581, data_time: 0.017, memory: 5232, top1_acc: 0.5625, top5_acc: 0.7758, loss_cls: 1.8992, loss: 1.8992, grad_norm: 8.2336 2020-07-28 17:31:07,294 - mmaction - INFO - Epoch [176][540/3757] lr: 1.903e-04, eta: 3:12:18, time: 0.595, data_time: 0.024, memory: 5232, top1_acc: 0.5758, top5_acc: 0.7836, loss_cls: 1.8269, loss: 1.8269, grad_norm: 7.9983 2020-07-28 17:31:18,625 - mmaction - INFO - Epoch [176][560/3757] lr: 1.903e-04, eta: 3:12:06, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5641, top5_acc: 0.7805, loss_cls: 1.8571, loss: 1.8571, grad_norm: 8.5216 2020-07-28 17:31:30,147 - mmaction - INFO - Epoch [176][580/3757] lr: 1.903e-04, eta: 3:11:53, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5648, top5_acc: 0.7891, loss_cls: 1.8518, loss: 1.8518, grad_norm: 8.2012 2020-07-28 17:31:41,664 - mmaction - INFO - Epoch [176][600/3757] lr: 1.903e-04, eta: 3:11:40, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.5687, top5_acc: 0.7781, loss_cls: 1.8614, loss: 1.8614, grad_norm: 8.1820 2020-07-28 17:31:53,041 - mmaction - INFO - Epoch [176][620/3757] lr: 1.903e-04, eta: 3:11:28, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5820, top5_acc: 0.7820, loss_cls: 1.8330, loss: 1.8330, grad_norm: 7.9476 2020-07-28 17:32:04,341 - mmaction - INFO - Epoch [176][640/3757] lr: 1.903e-04, eta: 3:11:15, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.5742, top5_acc: 0.7719, loss_cls: 1.8955, loss: 1.8955, grad_norm: 8.0639 2020-07-28 17:32:15,758 - mmaction - INFO - Epoch [176][660/3757] lr: 1.903e-04, eta: 3:11:02, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5641, top5_acc: 0.7672, loss_cls: 1.9461, loss: 1.9461, grad_norm: 8.3246 2020-07-28 17:32:27,136 - mmaction - INFO - Epoch [176][680/3757] lr: 1.903e-04, eta: 3:10:50, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5742, top5_acc: 0.7742, loss_cls: 1.8678, loss: 1.8678, grad_norm: 8.0109 2020-07-28 17:32:38,582 - mmaction - INFO - Epoch [176][700/3757] lr: 1.903e-04, eta: 3:10:37, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5758, top5_acc: 0.7781, loss_cls: 1.8519, loss: 1.8519, grad_norm: 8.2800 2020-07-28 17:32:49,961 - mmaction - INFO - Epoch [176][720/3757] lr: 1.903e-04, eta: 3:10:24, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.6070, top5_acc: 0.7820, loss_cls: 1.7878, loss: 1.7878, grad_norm: 7.9801 2020-07-28 17:33:01,343 - mmaction - INFO - Epoch [176][740/3757] lr: 1.903e-04, eta: 3:10:11, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5883, top5_acc: 0.7937, loss_cls: 1.7972, loss: 1.7972, grad_norm: 8.3601 2020-07-28 17:33:12,707 - mmaction - INFO - Epoch [176][760/3757] lr: 1.903e-04, eta: 3:09:59, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5773, top5_acc: 0.7680, loss_cls: 1.8514, loss: 1.8514, grad_norm: 8.2106 2020-07-28 17:33:24,113 - mmaction - INFO - Epoch [176][780/3757] lr: 1.903e-04, eta: 3:09:46, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5672, top5_acc: 0.7852, loss_cls: 1.8556, loss: 1.8556, grad_norm: 8.3495 2020-07-28 17:33:35,579 - mmaction - INFO - Epoch [176][800/3757] lr: 1.903e-04, eta: 3:09:33, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5813, top5_acc: 0.7789, loss_cls: 1.8091, loss: 1.8091, grad_norm: 7.9969 2020-07-28 17:33:47,015 - mmaction - INFO - Epoch [176][820/3757] lr: 1.903e-04, eta: 3:09:21, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5695, top5_acc: 0.7633, loss_cls: 1.9431, loss: 1.9431, grad_norm: 8.4387 2020-07-28 17:33:58,448 - mmaction - INFO - Epoch [176][840/3757] lr: 1.903e-04, eta: 3:09:08, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5813, top5_acc: 0.7961, loss_cls: 1.8144, loss: 1.8144, grad_norm: 8.1152 2020-07-28 17:34:09,944 - mmaction - INFO - Epoch [176][860/3757] lr: 1.903e-04, eta: 3:08:55, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5820, top5_acc: 0.7742, loss_cls: 1.8623, loss: 1.8623, grad_norm: 8.2708 2020-07-28 17:34:21,394 - mmaction - INFO - Epoch [176][880/3757] lr: 1.903e-04, eta: 3:08:43, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.5563, top5_acc: 0.7766, loss_cls: 1.8894, loss: 1.8894, grad_norm: 8.3755 2020-07-28 17:34:33,239 - mmaction - INFO - Epoch [176][900/3757] lr: 1.903e-04, eta: 3:08:30, time: 0.592, data_time: 0.023, memory: 5232, top1_acc: 0.5805, top5_acc: 0.7953, loss_cls: 1.7326, loss: 1.7326, grad_norm: 7.9625 2020-07-28 17:34:44,890 - mmaction - INFO - Epoch [176][920/3757] lr: 1.903e-04, eta: 3:08:17, time: 0.583, data_time: 0.018, memory: 5232, top1_acc: 0.5578, top5_acc: 0.7695, loss_cls: 1.9058, loss: 1.9058, grad_norm: 8.4356 2020-07-28 17:34:56,735 - mmaction - INFO - Epoch [176][940/3757] lr: 1.903e-04, eta: 3:08:05, time: 0.592, data_time: 0.025, memory: 5232, top1_acc: 0.5617, top5_acc: 0.7805, loss_cls: 1.9066, loss: 1.9066, grad_norm: 8.4689 2020-07-28 17:35:08,450 - mmaction - INFO - Epoch [176][960/3757] lr: 1.903e-04, eta: 3:07:52, time: 0.585, data_time: 0.016, memory: 5232, top1_acc: 0.5586, top5_acc: 0.7695, loss_cls: 1.8823, loss: 1.8823, grad_norm: 8.4516 2020-07-28 17:35:20,261 - mmaction - INFO - Epoch [176][980/3757] lr: 1.903e-04, eta: 3:07:39, time: 0.591, data_time: 0.024, memory: 5232, top1_acc: 0.5695, top5_acc: 0.7828, loss_cls: 1.8713, loss: 1.8713, grad_norm: 8.2836 2020-07-28 17:35:32,071 - mmaction - INFO - Epoch [176][1000/3757] lr: 1.903e-04, eta: 3:07:27, time: 0.590, data_time: 0.013, memory: 5232, top1_acc: 0.5625, top5_acc: 0.7727, loss_cls: 1.8629, loss: 1.8629, grad_norm: 8.2381 2020-07-28 17:35:43,944 - mmaction - INFO - Epoch [176][1020/3757] lr: 1.903e-04, eta: 3:07:14, time: 0.594, data_time: 0.025, memory: 5232, top1_acc: 0.5844, top5_acc: 0.7805, loss_cls: 1.8154, loss: 1.8154, grad_norm: 8.1159 2020-07-28 17:35:55,741 - mmaction - INFO - Epoch [176][1040/3757] lr: 1.903e-04, eta: 3:07:01, time: 0.590, data_time: 0.012, memory: 5232, top1_acc: 0.5750, top5_acc: 0.7766, loss_cls: 1.8804, loss: 1.8804, grad_norm: 8.1018 2020-07-28 17:36:07,587 - mmaction - INFO - Epoch [176][1060/3757] lr: 1.903e-04, eta: 3:06:49, time: 0.592, data_time: 0.024, memory: 5232, top1_acc: 0.5930, top5_acc: 0.8023, loss_cls: 1.7568, loss: 1.7568, grad_norm: 8.3410 2020-07-28 17:36:19,104 - mmaction - INFO - Epoch [176][1080/3757] lr: 1.903e-04, eta: 3:06:36, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5758, top5_acc: 0.7758, loss_cls: 1.8578, loss: 1.8578, grad_norm: 8.2483 2020-07-28 17:36:30,409 - mmaction - INFO - Epoch [176][1100/3757] lr: 1.903e-04, eta: 3:06:23, time: 0.565, data_time: 0.001, memory: 5232, top1_acc: 0.5469, top5_acc: 0.7656, loss_cls: 1.9263, loss: 1.9263, grad_norm: 8.4018 2020-07-28 17:36:42,228 - mmaction - INFO - Epoch [176][1120/3757] lr: 1.903e-04, eta: 3:06:11, time: 0.591, data_time: 0.022, memory: 5232, top1_acc: 0.5766, top5_acc: 0.7789, loss_cls: 1.8333, loss: 1.8333, grad_norm: 7.8433 2020-07-28 17:36:53,559 - mmaction - INFO - Epoch [176][1140/3757] lr: 1.903e-04, eta: 3:05:58, time: 0.567, data_time: 0.001, memory: 5232, top1_acc: 0.5586, top5_acc: 0.7719, loss_cls: 1.8571, loss: 1.8571, grad_norm: 8.1163 2020-07-28 17:37:05,000 - mmaction - INFO - Epoch [176][1160/3757] lr: 1.903e-04, eta: 3:05:45, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5703, top5_acc: 0.7680, loss_cls: 1.9322, loss: 1.9322, grad_norm: 8.3365 2020-07-28 17:37:16,365 - mmaction - INFO - Epoch [176][1180/3757] lr: 1.903e-04, eta: 3:05:32, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5391, top5_acc: 0.7828, loss_cls: 1.9208, loss: 1.9208, grad_norm: 8.3366 2020-07-28 17:37:27,808 - mmaction - INFO - Epoch [176][1200/3757] lr: 1.903e-04, eta: 3:05:20, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5789, top5_acc: 0.7930, loss_cls: 1.8217, loss: 1.8217, grad_norm: 8.2978 2020-07-28 17:37:39,264 - mmaction - INFO - Epoch [176][1220/3757] lr: 1.903e-04, eta: 3:05:07, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5641, top5_acc: 0.7625, loss_cls: 1.9397, loss: 1.9397, grad_norm: 8.4649 2020-07-28 17:37:50,700 - mmaction - INFO - Epoch [176][1240/3757] lr: 1.903e-04, eta: 3:04:54, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5672, top5_acc: 0.7695, loss_cls: 1.8845, loss: 1.8845, grad_norm: 8.3265 2020-07-28 17:38:02,228 - mmaction - INFO - Epoch [176][1260/3757] lr: 1.903e-04, eta: 3:04:42, time: 0.576, data_time: 0.010, memory: 5232, top1_acc: 0.5797, top5_acc: 0.7875, loss_cls: 1.8155, loss: 1.8155, grad_norm: 8.2636 2020-07-28 17:38:13,589 - mmaction - INFO - Epoch [176][1280/3757] lr: 1.903e-04, eta: 3:04:29, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5586, top5_acc: 0.7664, loss_cls: 1.8994, loss: 1.8994, grad_norm: 8.2884 2020-07-28 17:38:25,089 - mmaction - INFO - Epoch [176][1300/3757] lr: 1.903e-04, eta: 3:04:16, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5445, top5_acc: 0.7773, loss_cls: 1.9297, loss: 1.9297, grad_norm: 8.4192 2020-07-28 17:38:36,575 - mmaction - INFO - Epoch [176][1320/3757] lr: 1.903e-04, eta: 3:04:04, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5734, top5_acc: 0.7766, loss_cls: 1.8700, loss: 1.8700, grad_norm: 8.1978 2020-07-28 17:38:47,943 - mmaction - INFO - Epoch [176][1340/3757] lr: 1.903e-04, eta: 3:03:51, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5883, top5_acc: 0.7930, loss_cls: 1.7858, loss: 1.7858, grad_norm: 7.9698 2020-07-28 17:38:59,308 - mmaction - INFO - Epoch [176][1360/3757] lr: 1.903e-04, eta: 3:03:38, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5484, top5_acc: 0.7664, loss_cls: 1.9862, loss: 1.9862, grad_norm: 8.5661 2020-07-28 17:39:10,797 - mmaction - INFO - Epoch [176][1380/3757] lr: 1.903e-04, eta: 3:03:26, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5664, top5_acc: 0.7805, loss_cls: 1.8570, loss: 1.8570, grad_norm: 8.1679 2020-07-28 17:39:22,212 - mmaction - INFO - Epoch [176][1400/3757] lr: 1.903e-04, eta: 3:03:13, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5656, top5_acc: 0.7633, loss_cls: 1.9433, loss: 1.9433, grad_norm: 8.3993 2020-07-28 17:39:33,654 - mmaction - INFO - Epoch [176][1420/3757] lr: 1.903e-04, eta: 3:03:00, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5578, top5_acc: 0.7891, loss_cls: 1.8487, loss: 1.8487, grad_norm: 8.0905 2020-07-28 17:39:45,092 - mmaction - INFO - Epoch [176][1440/3757] lr: 1.903e-04, eta: 3:02:48, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5641, top5_acc: 0.7930, loss_cls: 1.8045, loss: 1.8045, grad_norm: 8.3990 2020-07-28 17:39:56,681 - mmaction - INFO - Epoch [176][1460/3757] lr: 1.903e-04, eta: 3:02:35, time: 0.580, data_time: 0.015, memory: 5232, top1_acc: 0.5672, top5_acc: 0.7875, loss_cls: 1.8710, loss: 1.8710, grad_norm: 8.2243 2020-07-28 17:40:08,083 - mmaction - INFO - Epoch [176][1480/3757] lr: 1.903e-04, eta: 3:02:22, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5617, top5_acc: 0.7750, loss_cls: 1.9122, loss: 1.9122, grad_norm: 8.3612 2020-07-28 17:40:19,606 - mmaction - INFO - Epoch [176][1500/3757] lr: 1.903e-04, eta: 3:02:09, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5805, top5_acc: 0.7852, loss_cls: 1.8146, loss: 1.8146, grad_norm: 8.3992 2020-07-28 17:40:31,015 - mmaction - INFO - Epoch [176][1520/3757] lr: 1.903e-04, eta: 3:01:57, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5586, top5_acc: 0.7672, loss_cls: 1.9030, loss: 1.9030, grad_norm: 8.4014 2020-07-28 17:40:42,473 - mmaction - INFO - Epoch [176][1540/3757] lr: 1.903e-04, eta: 3:01:44, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5734, top5_acc: 0.7789, loss_cls: 1.8719, loss: 1.8719, grad_norm: 8.1970 2020-07-28 17:40:53,911 - mmaction - INFO - Epoch [176][1560/3757] lr: 1.903e-04, eta: 3:01:31, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5609, top5_acc: 0.7875, loss_cls: 1.8311, loss: 1.8311, grad_norm: 8.2220 2020-07-28 17:41:05,370 - mmaction - INFO - Epoch [176][1580/3757] lr: 1.903e-04, eta: 3:01:19, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5664, top5_acc: 0.7664, loss_cls: 1.9295, loss: 1.9295, grad_norm: 8.5343 2020-07-28 17:41:16,801 - mmaction - INFO - Epoch [176][1600/3757] lr: 1.903e-04, eta: 3:01:06, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.5813, top5_acc: 0.7898, loss_cls: 1.7643, loss: 1.7643, grad_norm: 8.1348 2020-07-28 17:41:28,317 - mmaction - INFO - Epoch [176][1620/3757] lr: 1.903e-04, eta: 3:00:53, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5820, top5_acc: 0.7672, loss_cls: 1.8471, loss: 1.8471, grad_norm: 8.2990 2020-07-28 17:41:39,803 - mmaction - INFO - Epoch [176][1640/3757] lr: 1.903e-04, eta: 3:00:41, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5680, top5_acc: 0.7828, loss_cls: 1.8497, loss: 1.8497, grad_norm: 8.2174 2020-07-28 17:41:51,229 - mmaction - INFO - Epoch [176][1660/3757] lr: 1.903e-04, eta: 3:00:28, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5687, top5_acc: 0.7875, loss_cls: 1.8450, loss: 1.8450, grad_norm: 8.3549 2020-07-28 17:42:02,708 - mmaction - INFO - Epoch [176][1680/3757] lr: 1.903e-04, eta: 3:00:15, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5461, top5_acc: 0.7859, loss_cls: 1.8722, loss: 1.8722, grad_norm: 8.3451 2020-07-28 17:42:14,121 - mmaction - INFO - Epoch [176][1700/3757] lr: 1.903e-04, eta: 3:00:03, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.5875, top5_acc: 0.7789, loss_cls: 1.8212, loss: 1.8212, grad_norm: 7.9860 2020-07-28 17:42:25,545 - mmaction - INFO - Epoch [176][1720/3757] lr: 1.903e-04, eta: 2:59:50, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5617, top5_acc: 0.7594, loss_cls: 1.9162, loss: 1.9162, grad_norm: 8.1646 2020-07-28 17:42:37,072 - mmaction - INFO - Epoch [176][1740/3757] lr: 1.903e-04, eta: 2:59:37, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5672, top5_acc: 0.7828, loss_cls: 1.8566, loss: 1.8566, grad_norm: 8.3217 2020-07-28 17:42:48,482 - mmaction - INFO - Epoch [176][1760/3757] lr: 1.903e-04, eta: 2:59:25, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5867, top5_acc: 0.7945, loss_cls: 1.7969, loss: 1.7969, grad_norm: 8.2004 2020-07-28 17:42:59,829 - mmaction - INFO - Epoch [176][1780/3757] lr: 1.903e-04, eta: 2:59:12, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5781, top5_acc: 0.7719, loss_cls: 1.8796, loss: 1.8796, grad_norm: 7.9064 2020-07-28 17:43:11,187 - mmaction - INFO - Epoch [176][1800/3757] lr: 1.903e-04, eta: 2:58:59, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5609, top5_acc: 0.7703, loss_cls: 1.8706, loss: 1.8706, grad_norm: 8.1022 2020-07-28 17:43:22,615 - mmaction - INFO - Epoch [176][1820/3757] lr: 1.903e-04, eta: 2:58:46, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5797, top5_acc: 0.7758, loss_cls: 1.8388, loss: 1.8388, grad_norm: 8.1655 2020-07-28 17:43:34,054 - mmaction - INFO - Epoch [176][1840/3757] lr: 1.903e-04, eta: 2:58:34, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.5805, top5_acc: 0.7859, loss_cls: 1.7946, loss: 1.7946, grad_norm: 7.9404 2020-07-28 17:43:45,530 - mmaction - INFO - Epoch [176][1860/3757] lr: 1.903e-04, eta: 2:58:21, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5508, top5_acc: 0.7641, loss_cls: 1.9534, loss: 1.9534, grad_norm: 8.5264 2020-07-28 17:43:56,946 - mmaction - INFO - Epoch [176][1880/3757] lr: 1.903e-04, eta: 2:58:08, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.5727, top5_acc: 0.8055, loss_cls: 1.7465, loss: 1.7465, grad_norm: 8.3135 2020-07-28 17:44:08,408 - mmaction - INFO - Epoch [176][1900/3757] lr: 1.903e-04, eta: 2:57:56, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5656, top5_acc: 0.7672, loss_cls: 1.8507, loss: 1.8507, grad_norm: 8.3257 2020-07-28 17:44:19,846 - mmaction - INFO - Epoch [176][1920/3757] lr: 1.903e-04, eta: 2:57:43, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5844, top5_acc: 0.7758, loss_cls: 1.8722, loss: 1.8722, grad_norm: 8.3998 2020-07-28 17:44:31,297 - mmaction - INFO - Epoch [176][1940/3757] lr: 1.903e-04, eta: 2:57:30, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5602, top5_acc: 0.7812, loss_cls: 1.8628, loss: 1.8628, grad_norm: 8.4307 2020-07-28 17:44:42,803 - mmaction - INFO - Epoch [176][1960/3757] lr: 1.903e-04, eta: 2:57:18, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5586, top5_acc: 0.7672, loss_cls: 1.9346, loss: 1.9346, grad_norm: 8.3673 2020-07-28 17:44:54,199 - mmaction - INFO - Epoch [176][1980/3757] lr: 1.903e-04, eta: 2:57:05, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5711, top5_acc: 0.7711, loss_cls: 1.8630, loss: 1.8630, grad_norm: 8.1648 2020-07-28 17:45:08,127 - mmaction - INFO - Epoch [176][2000/3757] lr: 1.903e-04, eta: 2:56:52, time: 0.696, data_time: 0.028, memory: 5232, top1_acc: 0.5594, top5_acc: 0.7797, loss_cls: 1.8807, loss: 1.8807, grad_norm: 8.2679 2020-07-28 17:45:22,685 - mmaction - INFO - Epoch [176][2020/3757] lr: 1.903e-04, eta: 2:56:40, time: 0.728, data_time: 0.170, memory: 5232, top1_acc: 0.5578, top5_acc: 0.7594, loss_cls: 1.9310, loss: 1.9310, grad_norm: 8.6490 2020-07-28 17:45:34,475 - mmaction - INFO - Epoch [176][2040/3757] lr: 1.903e-04, eta: 2:56:27, time: 0.589, data_time: 0.020, memory: 5232, top1_acc: 0.5773, top5_acc: 0.7789, loss_cls: 1.8220, loss: 1.8220, grad_norm: 8.2338 2020-07-28 17:45:46,315 - mmaction - INFO - Epoch [176][2060/3757] lr: 1.903e-04, eta: 2:56:14, time: 0.592, data_time: 0.025, memory: 5232, top1_acc: 0.5852, top5_acc: 0.7758, loss_cls: 1.8873, loss: 1.8873, grad_norm: 8.2084 2020-07-28 17:45:58,020 - mmaction - INFO - Epoch [176][2080/3757] lr: 1.903e-04, eta: 2:56:02, time: 0.586, data_time: 0.017, memory: 5232, top1_acc: 0.5734, top5_acc: 0.7719, loss_cls: 1.8429, loss: 1.8429, grad_norm: 7.9812 2020-07-28 17:46:09,843 - mmaction - INFO - Epoch [176][2100/3757] lr: 1.903e-04, eta: 2:55:49, time: 0.591, data_time: 0.025, memory: 5232, top1_acc: 0.5633, top5_acc: 0.7711, loss_cls: 1.9372, loss: 1.9372, grad_norm: 8.2312 2020-07-28 17:46:21,484 - mmaction - INFO - Epoch [176][2120/3757] lr: 1.903e-04, eta: 2:55:36, time: 0.582, data_time: 0.013, memory: 5232, top1_acc: 0.5805, top5_acc: 0.7758, loss_cls: 1.8526, loss: 1.8526, grad_norm: 8.1924 2020-07-28 17:46:32,957 - mmaction - INFO - Epoch [176][2140/3757] lr: 1.903e-04, eta: 2:55:24, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5953, top5_acc: 0.7953, loss_cls: 1.7559, loss: 1.7559, grad_norm: 8.1829 2020-07-28 17:46:44,390 - mmaction - INFO - Epoch [176][2160/3757] lr: 1.903e-04, eta: 2:55:11, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5961, top5_acc: 0.8023, loss_cls: 1.7622, loss: 1.7622, grad_norm: 8.0834 2020-07-28 17:46:55,772 - mmaction - INFO - Epoch [176][2180/3757] lr: 1.903e-04, eta: 2:54:58, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.5570, top5_acc: 0.7727, loss_cls: 1.9371, loss: 1.9371, grad_norm: 8.3633 2020-07-28 17:47:07,238 - mmaction - INFO - Epoch [176][2200/3757] lr: 1.903e-04, eta: 2:54:46, time: 0.573, data_time: 0.002, memory: 5232, top1_acc: 0.5656, top5_acc: 0.7664, loss_cls: 1.9016, loss: 1.9016, grad_norm: 8.3888 2020-07-28 17:47:23,330 - mmaction - INFO - Epoch [176][2220/3757] lr: 1.903e-04, eta: 2:54:33, time: 0.805, data_time: 0.234, memory: 5232, top1_acc: 0.5758, top5_acc: 0.8055, loss_cls: 1.7913, loss: 1.7913, grad_norm: 8.3887 2020-07-28 17:47:41,813 - mmaction - INFO - Epoch [176][2240/3757] lr: 1.903e-04, eta: 2:54:21, time: 0.924, data_time: 0.180, memory: 5232, top1_acc: 0.5781, top5_acc: 0.7961, loss_cls: 1.8152, loss: 1.8152, grad_norm: 8.2542 2020-07-28 17:47:53,716 - mmaction - INFO - Epoch [176][2260/3757] lr: 1.903e-04, eta: 2:54:08, time: 0.595, data_time: 0.035, memory: 5232, top1_acc: 0.5547, top5_acc: 0.7656, loss_cls: 1.9087, loss: 1.9087, grad_norm: 8.0549 2020-07-28 17:48:09,054 - mmaction - INFO - Epoch [176][2280/3757] lr: 1.903e-04, eta: 2:53:55, time: 0.766, data_time: 0.140, memory: 5232, top1_acc: 0.5813, top5_acc: 0.7828, loss_cls: 1.8283, loss: 1.8283, grad_norm: 8.3990 2020-07-28 17:48:25,134 - mmaction - INFO - Epoch [176][2300/3757] lr: 1.903e-04, eta: 2:53:43, time: 0.804, data_time: 0.245, memory: 5232, top1_acc: 0.5656, top5_acc: 0.7922, loss_cls: 1.8272, loss: 1.8272, grad_norm: 8.4434 2020-07-28 17:48:40,624 - mmaction - INFO - Epoch [176][2320/3757] lr: 1.903e-04, eta: 2:53:30, time: 0.774, data_time: 0.145, memory: 5232, top1_acc: 0.5594, top5_acc: 0.7664, loss_cls: 1.9141, loss: 1.9141, grad_norm: 8.3821 2020-07-28 17:48:51,964 - mmaction - INFO - Epoch [176][2340/3757] lr: 1.903e-04, eta: 2:53:18, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5680, top5_acc: 0.7664, loss_cls: 1.8666, loss: 1.8666, grad_norm: 8.1658 2020-07-28 17:49:03,452 - mmaction - INFO - Epoch [176][2360/3757] lr: 1.903e-04, eta: 2:53:05, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5711, top5_acc: 0.7758, loss_cls: 1.8606, loss: 1.8606, grad_norm: 7.9893 2020-07-28 17:49:14,933 - mmaction - INFO - Epoch [176][2380/3757] lr: 1.903e-04, eta: 2:52:52, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5742, top5_acc: 0.7648, loss_cls: 1.8784, loss: 1.8784, grad_norm: 8.0508 2020-07-28 17:49:26,435 - mmaction - INFO - Epoch [176][2400/3757] lr: 1.903e-04, eta: 2:52:40, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5906, top5_acc: 0.7945, loss_cls: 1.8308, loss: 1.8308, grad_norm: 8.3296 2020-07-28 17:49:37,875 - mmaction - INFO - Epoch [176][2420/3757] lr: 1.903e-04, eta: 2:52:27, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5656, top5_acc: 0.7945, loss_cls: 1.8193, loss: 1.8193, grad_norm: 8.3798 2020-07-28 17:49:49,368 - mmaction - INFO - Epoch [176][2440/3757] lr: 1.903e-04, eta: 2:52:14, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.5734, top5_acc: 0.7930, loss_cls: 1.8495, loss: 1.8495, grad_norm: 8.3210 2020-07-28 17:50:01,280 - mmaction - INFO - Epoch [176][2460/3757] lr: 1.903e-04, eta: 2:52:02, time: 0.595, data_time: 0.027, memory: 5232, top1_acc: 0.5742, top5_acc: 0.7836, loss_cls: 1.8542, loss: 1.8542, grad_norm: 8.1791 2020-07-28 17:50:12,745 - mmaction - INFO - Epoch [176][2480/3757] lr: 1.903e-04, eta: 2:51:49, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5625, top5_acc: 0.7875, loss_cls: 1.8596, loss: 1.8596, grad_norm: 8.2112 2020-07-28 17:50:24,534 - mmaction - INFO - Epoch [176][2500/3757] lr: 1.903e-04, eta: 2:51:36, time: 0.590, data_time: 0.024, memory: 5232, top1_acc: 0.5547, top5_acc: 0.7695, loss_cls: 1.9195, loss: 1.9195, grad_norm: 8.3929 2020-07-28 17:50:36,228 - mmaction - INFO - Epoch [176][2520/3757] lr: 1.903e-04, eta: 2:51:24, time: 0.584, data_time: 0.014, memory: 5232, top1_acc: 0.5703, top5_acc: 0.7789, loss_cls: 1.8510, loss: 1.8510, grad_norm: 8.0958 2020-07-28 17:50:48,003 - mmaction - INFO - Epoch [176][2540/3757] lr: 1.903e-04, eta: 2:51:11, time: 0.589, data_time: 0.025, memory: 5232, top1_acc: 0.5547, top5_acc: 0.7766, loss_cls: 1.8466, loss: 1.8466, grad_norm: 8.2268 2020-07-28 17:50:59,708 - mmaction - INFO - Epoch [176][2560/3757] lr: 1.903e-04, eta: 2:50:58, time: 0.585, data_time: 0.017, memory: 5232, top1_acc: 0.5828, top5_acc: 0.7711, loss_cls: 1.8419, loss: 1.8419, grad_norm: 8.0910 2020-07-28 17:51:11,550 - mmaction - INFO - Epoch [176][2580/3757] lr: 1.903e-04, eta: 2:50:46, time: 0.592, data_time: 0.025, memory: 5232, top1_acc: 0.5813, top5_acc: 0.7930, loss_cls: 1.7658, loss: 1.7658, grad_norm: 8.1608 2020-07-28 17:51:23,235 - mmaction - INFO - Epoch [176][2600/3757] lr: 1.903e-04, eta: 2:50:33, time: 0.585, data_time: 0.019, memory: 5232, top1_acc: 0.5859, top5_acc: 0.7930, loss_cls: 1.7671, loss: 1.7671, grad_norm: 8.2121 2020-07-28 17:51:34,689 - mmaction - INFO - Epoch [176][2620/3757] lr: 1.903e-04, eta: 2:50:20, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5570, top5_acc: 0.7766, loss_cls: 1.8747, loss: 1.8747, grad_norm: 8.5408 2020-07-28 17:51:46,161 - mmaction - INFO - Epoch [176][2640/3757] lr: 1.903e-04, eta: 2:50:08, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5586, top5_acc: 0.7781, loss_cls: 1.9155, loss: 1.9155, grad_norm: 8.5608 2020-07-28 17:51:57,584 - mmaction - INFO - Epoch [176][2660/3757] lr: 1.903e-04, eta: 2:49:55, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5711, top5_acc: 0.7836, loss_cls: 1.8651, loss: 1.8651, grad_norm: 8.1684 2020-07-28 17:52:08,942 - mmaction - INFO - Epoch [176][2680/3757] lr: 1.903e-04, eta: 2:49:42, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5953, top5_acc: 0.7898, loss_cls: 1.7921, loss: 1.7921, grad_norm: 7.9127 2020-07-28 17:52:20,324 - mmaction - INFO - Epoch [176][2700/3757] lr: 1.903e-04, eta: 2:49:29, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5930, top5_acc: 0.7891, loss_cls: 1.7930, loss: 1.7930, grad_norm: 7.9597 2020-07-28 17:52:31,781 - mmaction - INFO - Epoch [176][2720/3757] lr: 1.903e-04, eta: 2:49:17, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5586, top5_acc: 0.7859, loss_cls: 1.8704, loss: 1.8704, grad_norm: 8.2833 2020-07-28 17:52:43,216 - mmaction - INFO - Epoch [176][2740/3757] lr: 1.903e-04, eta: 2:49:04, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.5641, top5_acc: 0.7883, loss_cls: 1.8748, loss: 1.8748, grad_norm: 8.5126 2020-07-28 17:52:54,642 - mmaction - INFO - Epoch [176][2760/3757] lr: 1.903e-04, eta: 2:48:51, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5805, top5_acc: 0.7898, loss_cls: 1.8191, loss: 1.8191, grad_norm: 8.1706 2020-07-28 17:53:06,052 - mmaction - INFO - Epoch [176][2780/3757] lr: 1.903e-04, eta: 2:48:39, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5391, top5_acc: 0.7672, loss_cls: 1.9518, loss: 1.9518, grad_norm: 8.5503 2020-07-28 17:53:17,505 - mmaction - INFO - Epoch [176][2800/3757] lr: 1.903e-04, eta: 2:48:26, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5781, top5_acc: 0.7758, loss_cls: 1.8906, loss: 1.8906, grad_norm: 8.3352 2020-07-28 17:53:28,965 - mmaction - INFO - Epoch [176][2820/3757] lr: 1.903e-04, eta: 2:48:13, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5633, top5_acc: 0.7711, loss_cls: 1.8782, loss: 1.8782, grad_norm: 8.6398 2020-07-28 17:53:40,371 - mmaction - INFO - Epoch [176][2840/3757] lr: 1.903e-04, eta: 2:48:01, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5773, top5_acc: 0.7820, loss_cls: 1.8565, loss: 1.8565, grad_norm: 8.4647 2020-07-28 17:53:51,729 - mmaction - INFO - Epoch [176][2860/3757] lr: 1.903e-04, eta: 2:47:48, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5836, top5_acc: 0.7820, loss_cls: 1.8402, loss: 1.8402, grad_norm: 8.0683 2020-07-28 17:54:03,255 - mmaction - INFO - Epoch [176][2880/3757] lr: 1.903e-04, eta: 2:47:35, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5891, top5_acc: 0.7891, loss_cls: 1.7997, loss: 1.7997, grad_norm: 8.2033 2020-07-28 17:54:14,639 - mmaction - INFO - Epoch [176][2900/3757] lr: 1.903e-04, eta: 2:47:23, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5859, top5_acc: 0.7781, loss_cls: 1.8194, loss: 1.8194, grad_norm: 8.3170 2020-07-28 17:54:26,157 - mmaction - INFO - Epoch [176][2920/3757] lr: 1.903e-04, eta: 2:47:10, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5711, top5_acc: 0.7656, loss_cls: 1.8764, loss: 1.8764, grad_norm: 8.3581 2020-07-28 17:54:37,527 - mmaction - INFO - Epoch [176][2940/3757] lr: 1.903e-04, eta: 2:46:57, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5680, top5_acc: 0.7727, loss_cls: 1.9099, loss: 1.9099, grad_norm: 8.3246 2020-07-28 17:54:48,931 - mmaction - INFO - Epoch [176][2960/3757] lr: 1.903e-04, eta: 2:46:45, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5695, top5_acc: 0.7734, loss_cls: 1.8625, loss: 1.8625, grad_norm: 8.4298 2020-07-28 17:55:00,385 - mmaction - INFO - Epoch [176][2980/3757] lr: 1.903e-04, eta: 2:46:32, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5719, top5_acc: 0.7703, loss_cls: 1.9101, loss: 1.9101, grad_norm: 8.2267 2020-07-28 17:55:11,783 - mmaction - INFO - Epoch [176][3000/3757] lr: 1.903e-04, eta: 2:46:19, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.5742, top5_acc: 0.7688, loss_cls: 1.9081, loss: 1.9081, grad_norm: 8.2693 2020-07-28 17:55:23,212 - mmaction - INFO - Epoch [176][3020/3757] lr: 1.903e-04, eta: 2:46:07, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5695, top5_acc: 0.7836, loss_cls: 1.8545, loss: 1.8545, grad_norm: 8.2772 2020-07-28 17:55:34,656 - mmaction - INFO - Epoch [176][3040/3757] lr: 1.903e-04, eta: 2:45:54, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.5703, top5_acc: 0.7680, loss_cls: 1.9010, loss: 1.9010, grad_norm: 8.2929 2020-07-28 17:55:46,025 - mmaction - INFO - Epoch [176][3060/3757] lr: 1.903e-04, eta: 2:45:41, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5906, top5_acc: 0.7945, loss_cls: 1.8220, loss: 1.8220, grad_norm: 8.4296 2020-07-28 17:55:57,467 - mmaction - INFO - Epoch [176][3080/3757] lr: 1.903e-04, eta: 2:45:29, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5656, top5_acc: 0.7695, loss_cls: 1.9050, loss: 1.9050, grad_norm: 8.3260 2020-07-28 17:56:08,883 - mmaction - INFO - Epoch [176][3100/3757] lr: 1.903e-04, eta: 2:45:16, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5617, top5_acc: 0.7789, loss_cls: 1.9125, loss: 1.9125, grad_norm: 8.3062 2020-07-28 17:56:20,315 - mmaction - INFO - Epoch [176][3120/3757] lr: 1.903e-04, eta: 2:45:03, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5961, top5_acc: 0.7992, loss_cls: 1.7610, loss: 1.7610, grad_norm: 8.1942 2020-07-28 17:56:31,770 - mmaction - INFO - Epoch [176][3140/3757] lr: 1.903e-04, eta: 2:44:50, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.5641, top5_acc: 0.7766, loss_cls: 1.8830, loss: 1.8830, grad_norm: 8.4259 2020-07-28 17:56:43,238 - mmaction - INFO - Epoch [176][3160/3757] lr: 1.903e-04, eta: 2:44:38, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5898, top5_acc: 0.7812, loss_cls: 1.8225, loss: 1.8225, grad_norm: 8.2208 2020-07-28 17:56:54,670 - mmaction - INFO - Epoch [176][3180/3757] lr: 1.903e-04, eta: 2:44:25, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5703, top5_acc: 0.7898, loss_cls: 1.8576, loss: 1.8576, grad_norm: 8.5116 2020-07-28 17:57:06,234 - mmaction - INFO - Epoch [176][3200/3757] lr: 1.903e-04, eta: 2:44:12, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.5742, top5_acc: 0.7828, loss_cls: 1.8324, loss: 1.8324, grad_norm: 8.1344 2020-07-28 17:57:17,761 - mmaction - INFO - Epoch [176][3220/3757] lr: 1.903e-04, eta: 2:44:00, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.6062, top5_acc: 0.7898, loss_cls: 1.7615, loss: 1.7615, grad_norm: 8.0640 2020-07-28 17:57:29,211 - mmaction - INFO - Epoch [176][3240/3757] lr: 1.903e-04, eta: 2:43:47, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5750, top5_acc: 0.7914, loss_cls: 1.8656, loss: 1.8656, grad_norm: 8.3744 2020-07-28 17:57:40,714 - mmaction - INFO - Epoch [176][3260/3757] lr: 1.903e-04, eta: 2:43:34, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5820, top5_acc: 0.7898, loss_cls: 1.7909, loss: 1.7909, grad_norm: 8.1252 2020-07-28 17:57:52,079 - mmaction - INFO - Epoch [176][3280/3757] lr: 1.903e-04, eta: 2:43:22, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5492, top5_acc: 0.7641, loss_cls: 1.9275, loss: 1.9275, grad_norm: 8.5902 2020-07-28 17:58:03,525 - mmaction - INFO - Epoch [176][3300/3757] lr: 1.903e-04, eta: 2:43:09, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5602, top5_acc: 0.7688, loss_cls: 1.9176, loss: 1.9176, grad_norm: 8.6584 2020-07-28 17:58:19,822 - mmaction - INFO - Epoch [176][3320/3757] lr: 1.903e-04, eta: 2:42:57, time: 0.815, data_time: 0.246, memory: 5232, top1_acc: 0.5703, top5_acc: 0.7719, loss_cls: 1.8458, loss: 1.8458, grad_norm: 8.2867 2020-07-28 17:58:31,565 - mmaction - INFO - Epoch [176][3340/3757] lr: 1.903e-04, eta: 2:42:44, time: 0.587, data_time: 0.014, memory: 5232, top1_acc: 0.5719, top5_acc: 0.7937, loss_cls: 1.8231, loss: 1.8231, grad_norm: 8.4257 2020-07-28 17:58:43,314 - mmaction - INFO - Epoch [176][3360/3757] lr: 1.903e-04, eta: 2:42:31, time: 0.588, data_time: 0.025, memory: 5232, top1_acc: 0.5750, top5_acc: 0.7742, loss_cls: 1.8727, loss: 1.8727, grad_norm: 8.3945 2020-07-28 17:58:55,180 - mmaction - INFO - Epoch [176][3380/3757] lr: 1.903e-04, eta: 2:42:19, time: 0.593, data_time: 0.026, memory: 5232, top1_acc: 0.5539, top5_acc: 0.7680, loss_cls: 1.8980, loss: 1.8980, grad_norm: 8.5244 2020-07-28 17:59:06,864 - mmaction - INFO - Epoch [176][3400/3757] lr: 1.903e-04, eta: 2:42:06, time: 0.585, data_time: 0.019, memory: 5232, top1_acc: 0.5586, top5_acc: 0.7617, loss_cls: 1.9522, loss: 1.9522, grad_norm: 8.5373 2020-07-28 17:59:18,648 - mmaction - INFO - Epoch [176][3420/3757] lr: 1.903e-04, eta: 2:41:53, time: 0.589, data_time: 0.024, memory: 5232, top1_acc: 0.5625, top5_acc: 0.7766, loss_cls: 1.9280, loss: 1.9280, grad_norm: 8.4927 2020-07-28 17:59:29,956 - mmaction - INFO - Epoch [176][3440/3757] lr: 1.903e-04, eta: 2:41:41, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.5539, top5_acc: 0.7805, loss_cls: 1.8559, loss: 1.8559, grad_norm: 8.4144 2020-07-28 17:59:41,430 - mmaction - INFO - Epoch [176][3460/3757] lr: 1.903e-04, eta: 2:41:28, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5461, top5_acc: 0.7836, loss_cls: 1.8843, loss: 1.8843, grad_norm: 8.5720 2020-07-28 17:59:53,137 - mmaction - INFO - Epoch [176][3480/3757] lr: 1.903e-04, eta: 2:41:15, time: 0.585, data_time: 0.016, memory: 5232, top1_acc: 0.5844, top5_acc: 0.7953, loss_cls: 1.8196, loss: 1.8196, grad_norm: 8.0865 2020-07-28 18:00:11,191 - mmaction - INFO - Epoch [176][3500/3757] lr: 1.903e-04, eta: 2:41:03, time: 0.894, data_time: 0.026, memory: 5232, top1_acc: 0.5664, top5_acc: 0.7867, loss_cls: 1.8136, loss: 1.8136, grad_norm: 8.3121 2020-07-28 18:00:23,036 - mmaction - INFO - Epoch [176][3520/3757] lr: 1.903e-04, eta: 2:40:50, time: 0.602, data_time: 0.029, memory: 5232, top1_acc: 0.5773, top5_acc: 0.7891, loss_cls: 1.8001, loss: 1.8001, grad_norm: 8.2298 2020-07-28 18:00:34,592 - mmaction - INFO - Epoch [176][3540/3757] lr: 1.903e-04, eta: 2:40:37, time: 0.579, data_time: 0.004, memory: 5232, top1_acc: 0.5711, top5_acc: 0.7930, loss_cls: 1.8176, loss: 1.8176, grad_norm: 8.2628 2020-07-28 18:00:46,147 - mmaction - INFO - Epoch [176][3560/3757] lr: 1.903e-04, eta: 2:40:25, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.5555, top5_acc: 0.7727, loss_cls: 1.9322, loss: 1.9322, grad_norm: 8.3253 2020-07-28 18:00:57,684 - mmaction - INFO - Epoch [176][3580/3757] lr: 1.903e-04, eta: 2:40:12, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.5930, top5_acc: 0.7828, loss_cls: 1.7830, loss: 1.7830, grad_norm: 8.1572 2020-07-28 18:01:09,489 - mmaction - INFO - Epoch [176][3600/3757] lr: 1.903e-04, eta: 2:39:59, time: 0.591, data_time: 0.003, memory: 5232, top1_acc: 0.5828, top5_acc: 0.7891, loss_cls: 1.8161, loss: 1.8161, grad_norm: 8.2362 2020-07-28 18:01:25,200 - mmaction - INFO - Epoch [176][3620/3757] lr: 1.903e-04, eta: 2:39:47, time: 0.785, data_time: 0.155, memory: 5232, top1_acc: 0.6055, top5_acc: 0.7859, loss_cls: 1.7665, loss: 1.7665, grad_norm: 8.2406 2020-07-28 18:01:37,041 - mmaction - INFO - Epoch [176][3640/3757] lr: 1.903e-04, eta: 2:39:34, time: 0.593, data_time: 0.026, memory: 5232, top1_acc: 0.5672, top5_acc: 0.7891, loss_cls: 1.8520, loss: 1.8520, grad_norm: 8.4549 2020-07-28 18:01:48,847 - mmaction - INFO - Epoch [176][3660/3757] lr: 1.903e-04, eta: 2:39:21, time: 0.590, data_time: 0.016, memory: 5232, top1_acc: 0.5844, top5_acc: 0.7945, loss_cls: 1.8389, loss: 1.8389, grad_norm: 8.3648 2020-07-28 18:02:00,699 - mmaction - INFO - Epoch [176][3680/3757] lr: 1.903e-04, eta: 2:39:09, time: 0.593, data_time: 0.024, memory: 5232, top1_acc: 0.5484, top5_acc: 0.7656, loss_cls: 1.9644, loss: 1.9644, grad_norm: 8.6207 2020-07-28 18:02:12,578 - mmaction - INFO - Epoch [176][3700/3757] lr: 1.903e-04, eta: 2:38:56, time: 0.594, data_time: 0.020, memory: 5232, top1_acc: 0.5508, top5_acc: 0.7539, loss_cls: 2.0288, loss: 2.0288, grad_norm: 8.5551 2020-07-28 18:02:24,159 - mmaction - INFO - Epoch [176][3720/3757] lr: 1.903e-04, eta: 2:38:43, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.5500, top5_acc: 0.7539, loss_cls: 1.9724, loss: 1.9724, grad_norm: 8.7798 2020-07-28 18:02:35,669 - mmaction - INFO - Epoch [176][3740/3757] lr: 1.903e-04, eta: 2:38:31, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5766, top5_acc: 0.7945, loss_cls: 1.8016, loss: 1.8016, grad_norm: 8.1793 2020-07-28 18:08:42,330 - mmaction - INFO - Epoch [177][20/3757] lr: 1.218e-04, eta: 2:38:16, time: 16.599, data_time: 15.924, memory: 5232, top1_acc: 0.5773, top5_acc: 0.7766, loss_cls: 1.8448, loss: 1.8448, grad_norm: 8.1080 2020-07-28 18:08:53,602 - mmaction - INFO - Epoch [177][40/3757] lr: 1.218e-04, eta: 2:38:03, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.5641, top5_acc: 0.7734, loss_cls: 1.9105, loss: 1.9105, grad_norm: 8.5633 2020-07-28 18:09:04,927 - mmaction - INFO - Epoch [177][60/3757] lr: 1.218e-04, eta: 2:37:51, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5391, top5_acc: 0.7562, loss_cls: 1.9693, loss: 1.9693, grad_norm: 8.5682 2020-07-28 18:09:16,295 - mmaction - INFO - Epoch [177][80/3757] lr: 1.218e-04, eta: 2:37:38, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5813, top5_acc: 0.7891, loss_cls: 1.8592, loss: 1.8592, grad_norm: 8.2023 2020-07-28 18:09:27,695 - mmaction - INFO - Epoch [177][100/3757] lr: 1.218e-04, eta: 2:37:25, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5500, top5_acc: 0.7680, loss_cls: 1.9053, loss: 1.9053, grad_norm: 8.5902 2020-07-28 18:09:39,002 - mmaction - INFO - Epoch [177][120/3757] lr: 1.218e-04, eta: 2:37:13, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5492, top5_acc: 0.7805, loss_cls: 1.9310, loss: 1.9310, grad_norm: 8.3583 2020-07-28 18:09:50,465 - mmaction - INFO - Epoch [177][140/3757] lr: 1.218e-04, eta: 2:37:00, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5656, top5_acc: 0.7703, loss_cls: 1.8841, loss: 1.8841, grad_norm: 8.2791 2020-07-28 18:10:01,826 - mmaction - INFO - Epoch [177][160/3757] lr: 1.218e-04, eta: 2:36:47, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5664, top5_acc: 0.7812, loss_cls: 1.8420, loss: 1.8420, grad_norm: 8.2632 2020-07-28 18:10:13,194 - mmaction - INFO - Epoch [177][180/3757] lr: 1.218e-04, eta: 2:36:35, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5617, top5_acc: 0.7812, loss_cls: 1.8513, loss: 1.8513, grad_norm: 8.3221 2020-07-28 18:10:24,656 - mmaction - INFO - Epoch [177][200/3757] lr: 1.218e-04, eta: 2:36:22, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5602, top5_acc: 0.7844, loss_cls: 1.8635, loss: 1.8635, grad_norm: 8.5563 2020-07-28 18:10:36,000 - mmaction - INFO - Epoch [177][220/3757] lr: 1.218e-04, eta: 2:36:09, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5625, top5_acc: 0.7789, loss_cls: 1.8680, loss: 1.8680, grad_norm: 8.2872 2020-07-28 18:10:47,407 - mmaction - INFO - Epoch [177][240/3757] lr: 1.218e-04, eta: 2:35:56, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5664, top5_acc: 0.7742, loss_cls: 1.8831, loss: 1.8831, grad_norm: 8.2766 2020-07-28 18:10:58,779 - mmaction - INFO - Epoch [177][260/3757] lr: 1.218e-04, eta: 2:35:44, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5727, top5_acc: 0.7758, loss_cls: 1.8451, loss: 1.8451, grad_norm: 8.2541 2020-07-28 18:11:10,566 - mmaction - INFO - Epoch [177][280/3757] lr: 1.218e-04, eta: 2:35:31, time: 0.590, data_time: 0.027, memory: 5232, top1_acc: 0.5820, top5_acc: 0.8000, loss_cls: 1.7860, loss: 1.7860, grad_norm: 8.2887 2020-07-28 18:11:21,931 - mmaction - INFO - Epoch [177][300/3757] lr: 1.218e-04, eta: 2:35:18, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.5883, top5_acc: 0.7844, loss_cls: 1.7823, loss: 1.7823, grad_norm: 8.1517 2020-07-28 18:11:33,313 - mmaction - INFO - Epoch [177][320/3757] lr: 1.218e-04, eta: 2:35:06, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5945, top5_acc: 0.7937, loss_cls: 1.7594, loss: 1.7594, grad_norm: 8.0004 2020-07-28 18:11:44,666 - mmaction - INFO - Epoch [177][340/3757] lr: 1.218e-04, eta: 2:34:53, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5609, top5_acc: 0.7578, loss_cls: 1.9223, loss: 1.9223, grad_norm: 8.3796 2020-07-28 18:11:56,083 - mmaction - INFO - Epoch [177][360/3757] lr: 1.218e-04, eta: 2:34:40, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5961, top5_acc: 0.7969, loss_cls: 1.7508, loss: 1.7508, grad_norm: 8.2624 2020-07-28 18:12:07,491 - mmaction - INFO - Epoch [177][380/3757] lr: 1.218e-04, eta: 2:34:28, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5547, top5_acc: 0.7531, loss_cls: 1.9733, loss: 1.9733, grad_norm: 8.6273 2020-07-28 18:12:18,914 - mmaction - INFO - Epoch [177][400/3757] lr: 1.218e-04, eta: 2:34:15, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.6000, top5_acc: 0.7906, loss_cls: 1.8012, loss: 1.8012, grad_norm: 8.2685 2020-07-28 18:12:30,352 - mmaction - INFO - Epoch [177][420/3757] lr: 1.218e-04, eta: 2:34:02, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5758, top5_acc: 0.7773, loss_cls: 1.8733, loss: 1.8733, grad_norm: 8.1927 2020-07-28 18:12:41,777 - mmaction - INFO - Epoch [177][440/3757] lr: 1.218e-04, eta: 2:33:50, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5852, top5_acc: 0.7977, loss_cls: 1.7681, loss: 1.7681, grad_norm: 7.9186 2020-07-28 18:12:53,090 - mmaction - INFO - Epoch [177][460/3757] lr: 1.218e-04, eta: 2:33:37, time: 0.566, data_time: 0.001, memory: 5232, top1_acc: 0.5781, top5_acc: 0.7859, loss_cls: 1.8541, loss: 1.8541, grad_norm: 8.4136 2020-07-28 18:13:04,500 - mmaction - INFO - Epoch [177][480/3757] lr: 1.218e-04, eta: 2:33:24, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.6039, top5_acc: 0.7797, loss_cls: 1.7910, loss: 1.7910, grad_norm: 8.0058 2020-07-28 18:13:15,925 - mmaction - INFO - Epoch [177][500/3757] lr: 1.218e-04, eta: 2:33:12, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5773, top5_acc: 0.7672, loss_cls: 1.8680, loss: 1.8680, grad_norm: 8.2727 2020-07-28 18:13:27,229 - mmaction - INFO - Epoch [177][520/3757] lr: 1.218e-04, eta: 2:32:59, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.5453, top5_acc: 0.7719, loss_cls: 1.9815, loss: 1.9815, grad_norm: 8.6479 2020-07-28 18:13:38,661 - mmaction - INFO - Epoch [177][540/3757] lr: 1.218e-04, eta: 2:32:46, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5789, top5_acc: 0.7797, loss_cls: 1.8200, loss: 1.8200, grad_norm: 8.1549 2020-07-28 18:13:50,161 - mmaction - INFO - Epoch [177][560/3757] lr: 1.218e-04, eta: 2:32:33, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5680, top5_acc: 0.7531, loss_cls: 1.9648, loss: 1.9648, grad_norm: 8.6885 2020-07-28 18:14:01,565 - mmaction - INFO - Epoch [177][580/3757] lr: 1.218e-04, eta: 2:32:21, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.6008, top5_acc: 0.8039, loss_cls: 1.7442, loss: 1.7442, grad_norm: 8.3887 2020-07-28 18:14:12,924 - mmaction - INFO - Epoch [177][600/3757] lr: 1.218e-04, eta: 2:32:08, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.5547, top5_acc: 0.7750, loss_cls: 1.8883, loss: 1.8883, grad_norm: 8.4455 2020-07-28 18:14:24,298 - mmaction - INFO - Epoch [177][620/3757] lr: 1.218e-04, eta: 2:31:55, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5859, top5_acc: 0.7906, loss_cls: 1.7864, loss: 1.7864, grad_norm: 7.9941 2020-07-28 18:14:35,629 - mmaction - INFO - Epoch [177][640/3757] lr: 1.218e-04, eta: 2:31:43, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5813, top5_acc: 0.7781, loss_cls: 1.8584, loss: 1.8584, grad_norm: 8.6255 2020-07-28 18:14:47,008 - mmaction - INFO - Epoch [177][660/3757] lr: 1.218e-04, eta: 2:31:30, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5586, top5_acc: 0.7750, loss_cls: 1.9133, loss: 1.9133, grad_norm: 8.4947 2020-07-28 18:14:58,495 - mmaction - INFO - Epoch [177][680/3757] lr: 1.218e-04, eta: 2:31:17, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5773, top5_acc: 0.7789, loss_cls: 1.8306, loss: 1.8306, grad_norm: 8.2343 2020-07-28 18:15:09,955 - mmaction - INFO - Epoch [177][700/3757] lr: 1.218e-04, eta: 2:31:05, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5930, top5_acc: 0.7875, loss_cls: 1.7672, loss: 1.7672, grad_norm: 8.2139 2020-07-28 18:15:21,321 - mmaction - INFO - Epoch [177][720/3757] lr: 1.218e-04, eta: 2:30:52, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5664, top5_acc: 0.7852, loss_cls: 1.8827, loss: 1.8827, grad_norm: 8.3174 2020-07-28 18:15:32,718 - mmaction - INFO - Epoch [177][740/3757] lr: 1.218e-04, eta: 2:30:39, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5766, top5_acc: 0.7719, loss_cls: 1.8624, loss: 1.8624, grad_norm: 8.1304 2020-07-28 18:15:44,145 - mmaction - INFO - Epoch [177][760/3757] lr: 1.218e-04, eta: 2:30:27, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5617, top5_acc: 0.7695, loss_cls: 1.8641, loss: 1.8641, grad_norm: 8.3925 2020-07-28 18:15:55,505 - mmaction - INFO - Epoch [177][780/3757] lr: 1.218e-04, eta: 2:30:14, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.5875, top5_acc: 0.7820, loss_cls: 1.8551, loss: 1.8551, grad_norm: 8.2689 2020-07-28 18:16:06,951 - mmaction - INFO - Epoch [177][800/3757] lr: 1.218e-04, eta: 2:30:01, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5555, top5_acc: 0.7664, loss_cls: 1.9440, loss: 1.9440, grad_norm: 8.5156 2020-07-28 18:16:18,402 - mmaction - INFO - Epoch [177][820/3757] lr: 1.218e-04, eta: 2:29:49, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5766, top5_acc: 0.7969, loss_cls: 1.7763, loss: 1.7763, grad_norm: 8.2584 2020-07-28 18:16:29,873 - mmaction - INFO - Epoch [177][840/3757] lr: 1.218e-04, eta: 2:29:36, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5914, top5_acc: 0.7898, loss_cls: 1.7765, loss: 1.7765, grad_norm: 8.0422 2020-07-28 18:16:41,316 - mmaction - INFO - Epoch [177][860/3757] lr: 1.218e-04, eta: 2:29:23, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5820, top5_acc: 0.7828, loss_cls: 1.8335, loss: 1.8335, grad_norm: 7.9399 2020-07-28 18:16:52,784 - mmaction - INFO - Epoch [177][880/3757] lr: 1.218e-04, eta: 2:29:10, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5672, top5_acc: 0.7906, loss_cls: 1.8407, loss: 1.8407, grad_norm: 8.0298 2020-07-28 18:17:04,190 - mmaction - INFO - Epoch [177][900/3757] lr: 1.218e-04, eta: 2:28:58, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5586, top5_acc: 0.7930, loss_cls: 1.8404, loss: 1.8404, grad_norm: 8.2147 2020-07-28 18:17:15,550 - mmaction - INFO - Epoch [177][920/3757] lr: 1.218e-04, eta: 2:28:45, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5633, top5_acc: 0.7680, loss_cls: 1.9415, loss: 1.9415, grad_norm: 8.4510 2020-07-28 18:17:27,010 - mmaction - INFO - Epoch [177][940/3757] lr: 1.218e-04, eta: 2:28:32, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5750, top5_acc: 0.7836, loss_cls: 1.8348, loss: 1.8348, grad_norm: 8.2590 2020-07-28 18:17:38,415 - mmaction - INFO - Epoch [177][960/3757] lr: 1.218e-04, eta: 2:28:20, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.5594, top5_acc: 0.7859, loss_cls: 1.8122, loss: 1.8122, grad_norm: 8.6123 2020-07-28 18:17:49,907 - mmaction - INFO - Epoch [177][980/3757] lr: 1.218e-04, eta: 2:28:07, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5836, top5_acc: 0.7937, loss_cls: 1.7665, loss: 1.7665, grad_norm: 7.8563 2020-07-28 18:18:01,291 - mmaction - INFO - Epoch [177][1000/3757] lr: 1.218e-04, eta: 2:27:54, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5617, top5_acc: 0.7750, loss_cls: 1.9002, loss: 1.9002, grad_norm: 8.6077 2020-07-28 18:18:12,698 - mmaction - INFO - Epoch [177][1020/3757] lr: 1.218e-04, eta: 2:27:42, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5570, top5_acc: 0.7727, loss_cls: 1.9138, loss: 1.9138, grad_norm: 8.4494 2020-07-28 18:18:24,218 - mmaction - INFO - Epoch [177][1040/3757] lr: 1.218e-04, eta: 2:27:29, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5945, top5_acc: 0.7906, loss_cls: 1.7555, loss: 1.7555, grad_norm: 8.0335 2020-07-28 18:18:35,663 - mmaction - INFO - Epoch [177][1060/3757] lr: 1.218e-04, eta: 2:27:16, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.5672, top5_acc: 0.7688, loss_cls: 1.8882, loss: 1.8882, grad_norm: 8.4081 2020-07-28 18:18:47,135 - mmaction - INFO - Epoch [177][1080/3757] lr: 1.218e-04, eta: 2:27:04, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5875, top5_acc: 0.7812, loss_cls: 1.7664, loss: 1.7664, grad_norm: 7.9378 2020-07-28 18:18:58,585 - mmaction - INFO - Epoch [177][1100/3757] lr: 1.218e-04, eta: 2:26:51, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5648, top5_acc: 0.7727, loss_cls: 1.8536, loss: 1.8536, grad_norm: 8.3704 2020-07-28 18:19:09,989 - mmaction - INFO - Epoch [177][1120/3757] lr: 1.218e-04, eta: 2:26:38, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5641, top5_acc: 0.7750, loss_cls: 1.8652, loss: 1.8652, grad_norm: 8.2680 2020-07-28 18:19:21,385 - mmaction - INFO - Epoch [177][1140/3757] lr: 1.218e-04, eta: 2:26:26, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5531, top5_acc: 0.7727, loss_cls: 1.9161, loss: 1.9161, grad_norm: 8.5010 2020-07-28 18:19:32,748 - mmaction - INFO - Epoch [177][1160/3757] lr: 1.218e-04, eta: 2:26:13, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.6039, top5_acc: 0.8008, loss_cls: 1.8001, loss: 1.8001, grad_norm: 8.1624 2020-07-28 18:19:44,595 - mmaction - INFO - Epoch [177][1180/3757] lr: 1.218e-04, eta: 2:26:00, time: 0.592, data_time: 0.025, memory: 5232, top1_acc: 0.5594, top5_acc: 0.7742, loss_cls: 1.9407, loss: 1.9407, grad_norm: 8.5039 2020-07-28 18:19:55,975 - mmaction - INFO - Epoch [177][1200/3757] lr: 1.218e-04, eta: 2:25:48, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5633, top5_acc: 0.7727, loss_cls: 1.8901, loss: 1.8901, grad_norm: 8.3234 2020-07-28 18:20:07,388 - mmaction - INFO - Epoch [177][1220/3757] lr: 1.218e-04, eta: 2:25:35, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.6039, top5_acc: 0.7891, loss_cls: 1.6833, loss: 1.6833, grad_norm: 7.6921 2020-07-28 18:20:18,789 - mmaction - INFO - Epoch [177][1240/3757] lr: 1.218e-04, eta: 2:25:22, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5539, top5_acc: 0.7797, loss_cls: 1.8917, loss: 1.8917, grad_norm: 8.4177 2020-07-28 18:20:30,222 - mmaction - INFO - Epoch [177][1260/3757] lr: 1.218e-04, eta: 2:25:09, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5969, top5_acc: 0.7844, loss_cls: 1.7580, loss: 1.7580, grad_norm: 8.0791 2020-07-28 18:20:41,658 - mmaction - INFO - Epoch [177][1280/3757] lr: 1.218e-04, eta: 2:24:57, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5563, top5_acc: 0.7789, loss_cls: 1.9365, loss: 1.9365, grad_norm: 8.5304 2020-07-28 18:20:53,094 - mmaction - INFO - Epoch [177][1300/3757] lr: 1.218e-04, eta: 2:24:44, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5797, top5_acc: 0.7867, loss_cls: 1.8452, loss: 1.8452, grad_norm: 8.3699 2020-07-28 18:21:04,576 - mmaction - INFO - Epoch [177][1320/3757] lr: 1.218e-04, eta: 2:24:31, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5672, top5_acc: 0.7766, loss_cls: 1.8743, loss: 1.8743, grad_norm: 8.3230 2020-07-28 18:21:16,031 - mmaction - INFO - Epoch [177][1340/3757] lr: 1.218e-04, eta: 2:24:19, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5758, top5_acc: 0.7898, loss_cls: 1.8320, loss: 1.8320, grad_norm: 8.2876 2020-07-28 18:21:27,502 - mmaction - INFO - Epoch [177][1360/3757] lr: 1.218e-04, eta: 2:24:06, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5672, top5_acc: 0.7734, loss_cls: 1.9011, loss: 1.9011, grad_norm: 8.3905 2020-07-28 18:21:39,046 - mmaction - INFO - Epoch [177][1380/3757] lr: 1.218e-04, eta: 2:23:53, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.5484, top5_acc: 0.7820, loss_cls: 1.8877, loss: 1.8877, grad_norm: 8.5396 2020-07-28 18:21:50,594 - mmaction - INFO - Epoch [177][1400/3757] lr: 1.218e-04, eta: 2:23:41, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.5703, top5_acc: 0.7734, loss_cls: 1.8611, loss: 1.8611, grad_norm: 8.2164 2020-07-28 18:22:02,036 - mmaction - INFO - Epoch [177][1420/3757] lr: 1.218e-04, eta: 2:23:28, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5758, top5_acc: 0.7797, loss_cls: 1.8407, loss: 1.8407, grad_norm: 8.4976 2020-07-28 18:22:13,532 - mmaction - INFO - Epoch [177][1440/3757] lr: 1.218e-04, eta: 2:23:15, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5594, top5_acc: 0.7648, loss_cls: 1.8890, loss: 1.8890, grad_norm: 8.3773 2020-07-28 18:22:25,103 - mmaction - INFO - Epoch [177][1460/3757] lr: 1.218e-04, eta: 2:23:03, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.5508, top5_acc: 0.7930, loss_cls: 1.8848, loss: 1.8848, grad_norm: 8.3568 2020-07-28 18:22:36,374 - mmaction - INFO - Epoch [177][1480/3757] lr: 1.218e-04, eta: 2:22:50, time: 0.565, data_time: 0.002, memory: 5232, top1_acc: 0.5648, top5_acc: 0.7664, loss_cls: 1.8738, loss: 1.8738, grad_norm: 8.5879 2020-07-28 18:22:47,814 - mmaction - INFO - Epoch [177][1500/3757] lr: 1.218e-04, eta: 2:22:37, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5773, top5_acc: 0.7937, loss_cls: 1.8206, loss: 1.8206, grad_norm: 8.2277 2020-07-28 18:22:59,151 - mmaction - INFO - Epoch [177][1520/3757] lr: 1.218e-04, eta: 2:22:25, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5984, top5_acc: 0.8000, loss_cls: 1.7389, loss: 1.7389, grad_norm: 8.1237 2020-07-28 18:23:10,594 - mmaction - INFO - Epoch [177][1540/3757] lr: 1.218e-04, eta: 2:22:12, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5539, top5_acc: 0.7586, loss_cls: 2.0121, loss: 2.0121, grad_norm: 8.2770 2020-07-28 18:23:21,955 - mmaction - INFO - Epoch [177][1560/3757] lr: 1.218e-04, eta: 2:21:59, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5898, top5_acc: 0.7945, loss_cls: 1.7582, loss: 1.7582, grad_norm: 7.9196 2020-07-28 18:23:33,420 - mmaction - INFO - Epoch [177][1580/3757] lr: 1.218e-04, eta: 2:21:47, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5750, top5_acc: 0.7758, loss_cls: 1.8621, loss: 1.8621, grad_norm: 8.5077 2020-07-28 18:23:44,874 - mmaction - INFO - Epoch [177][1600/3757] lr: 1.218e-04, eta: 2:21:34, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5844, top5_acc: 0.8016, loss_cls: 1.7660, loss: 1.7660, grad_norm: 7.9899 2020-07-28 18:23:56,432 - mmaction - INFO - Epoch [177][1620/3757] lr: 1.218e-04, eta: 2:21:21, time: 0.578, data_time: 0.004, memory: 5232, top1_acc: 0.5758, top5_acc: 0.7836, loss_cls: 1.8366, loss: 1.8366, grad_norm: 7.9663 2020-07-28 18:24:07,914 - mmaction - INFO - Epoch [177][1640/3757] lr: 1.218e-04, eta: 2:21:08, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5813, top5_acc: 0.7773, loss_cls: 1.8223, loss: 1.8223, grad_norm: 8.2831 2020-07-28 18:24:19,382 - mmaction - INFO - Epoch [177][1660/3757] lr: 1.218e-04, eta: 2:20:56, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.5461, top5_acc: 0.7727, loss_cls: 1.9052, loss: 1.9052, grad_norm: 8.5072 2020-07-28 18:24:30,821 - mmaction - INFO - Epoch [177][1680/3757] lr: 1.218e-04, eta: 2:20:43, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5656, top5_acc: 0.7656, loss_cls: 1.8846, loss: 1.8846, grad_norm: 8.6730 2020-07-28 18:24:42,284 - mmaction - INFO - Epoch [177][1700/3757] lr: 1.218e-04, eta: 2:20:30, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5680, top5_acc: 0.7812, loss_cls: 1.8860, loss: 1.8860, grad_norm: 8.6330 2020-07-28 18:24:53,713 - mmaction - INFO - Epoch [177][1720/3757] lr: 1.218e-04, eta: 2:20:18, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5508, top5_acc: 0.7617, loss_cls: 1.9177, loss: 1.9177, grad_norm: 8.6880 2020-07-28 18:25:05,159 - mmaction - INFO - Epoch [177][1740/3757] lr: 1.218e-04, eta: 2:20:05, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5781, top5_acc: 0.7883, loss_cls: 1.8255, loss: 1.8255, grad_norm: 8.1832 2020-07-28 18:25:16,603 - mmaction - INFO - Epoch [177][1760/3757] lr: 1.218e-04, eta: 2:19:52, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5813, top5_acc: 0.7711, loss_cls: 1.8641, loss: 1.8641, grad_norm: 8.1099 2020-07-28 18:25:28,042 - mmaction - INFO - Epoch [177][1780/3757] lr: 1.218e-04, eta: 2:19:40, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.5867, top5_acc: 0.7852, loss_cls: 1.8136, loss: 1.8136, grad_norm: 8.2814 2020-07-28 18:25:39,354 - mmaction - INFO - Epoch [177][1800/3757] lr: 1.218e-04, eta: 2:19:27, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5648, top5_acc: 0.7680, loss_cls: 1.8802, loss: 1.8802, grad_norm: 8.3117 2020-07-28 18:25:50,779 - mmaction - INFO - Epoch [177][1820/3757] lr: 1.218e-04, eta: 2:19:14, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5523, top5_acc: 0.7711, loss_cls: 1.9088, loss: 1.9088, grad_norm: 8.4849 2020-07-28 18:26:02,243 - mmaction - INFO - Epoch [177][1840/3757] lr: 1.218e-04, eta: 2:19:02, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5664, top5_acc: 0.7688, loss_cls: 1.8908, loss: 1.8908, grad_norm: 8.3410 2020-07-28 18:26:13,647 - mmaction - INFO - Epoch [177][1860/3757] lr: 1.218e-04, eta: 2:18:49, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5578, top5_acc: 0.7781, loss_cls: 1.9060, loss: 1.9060, grad_norm: 8.2328 2020-07-28 18:26:24,905 - mmaction - INFO - Epoch [177][1880/3757] lr: 1.218e-04, eta: 2:18:36, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.5906, top5_acc: 0.7984, loss_cls: 1.7449, loss: 1.7449, grad_norm: 8.0125 2020-07-28 18:26:36,303 - mmaction - INFO - Epoch [177][1900/3757] lr: 1.218e-04, eta: 2:18:24, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5789, top5_acc: 0.7914, loss_cls: 1.8154, loss: 1.8154, grad_norm: 8.1785 2020-07-28 18:26:47,634 - mmaction - INFO - Epoch [177][1920/3757] lr: 1.218e-04, eta: 2:18:11, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5852, top5_acc: 0.7781, loss_cls: 1.8052, loss: 1.8052, grad_norm: 8.1143 2020-07-28 18:26:59,050 - mmaction - INFO - Epoch [177][1940/3757] lr: 1.218e-04, eta: 2:17:58, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.5766, top5_acc: 0.7883, loss_cls: 1.8264, loss: 1.8264, grad_norm: 8.2429 2020-07-28 18:27:10,540 - mmaction - INFO - Epoch [177][1960/3757] lr: 1.218e-04, eta: 2:17:46, time: 0.575, data_time: 0.008, memory: 5232, top1_acc: 0.5836, top5_acc: 0.7875, loss_cls: 1.8128, loss: 1.8128, grad_norm: 8.3434 2020-07-28 18:27:21,985 - mmaction - INFO - Epoch [177][1980/3757] lr: 1.218e-04, eta: 2:17:33, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5641, top5_acc: 0.7695, loss_cls: 1.9268, loss: 1.9268, grad_norm: 8.5797 2020-07-28 18:27:33,306 - mmaction - INFO - Epoch [177][2000/3757] lr: 1.218e-04, eta: 2:17:20, time: 0.566, data_time: 0.001, memory: 5232, top1_acc: 0.5641, top5_acc: 0.7727, loss_cls: 1.8694, loss: 1.8694, grad_norm: 8.2157 2020-07-28 18:27:44,634 - mmaction - INFO - Epoch [177][2020/3757] lr: 1.218e-04, eta: 2:17:08, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5789, top5_acc: 0.8039, loss_cls: 1.7392, loss: 1.7392, grad_norm: 8.0861 2020-07-28 18:27:56,078 - mmaction - INFO - Epoch [177][2040/3757] lr: 1.218e-04, eta: 2:16:55, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5734, top5_acc: 0.8023, loss_cls: 1.7481, loss: 1.7481, grad_norm: 8.4731 2020-07-28 18:28:07,540 - mmaction - INFO - Epoch [177][2060/3757] lr: 1.218e-04, eta: 2:16:42, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.5836, top5_acc: 0.7898, loss_cls: 1.8052, loss: 1.8052, grad_norm: 8.3677 2020-07-28 18:28:18,973 - mmaction - INFO - Epoch [177][2080/3757] lr: 1.218e-04, eta: 2:16:29, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5477, top5_acc: 0.7641, loss_cls: 1.9455, loss: 1.9455, grad_norm: 8.4190 2020-07-28 18:28:30,419 - mmaction - INFO - Epoch [177][2100/3757] lr: 1.218e-04, eta: 2:16:17, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5570, top5_acc: 0.7680, loss_cls: 1.9654, loss: 1.9654, grad_norm: 8.6751 2020-07-28 18:28:42,242 - mmaction - INFO - Epoch [177][2120/3757] lr: 1.218e-04, eta: 2:16:04, time: 0.591, data_time: 0.026, memory: 5232, top1_acc: 0.5617, top5_acc: 0.7828, loss_cls: 1.8674, loss: 1.8674, grad_norm: 8.2942 2020-07-28 18:28:53,634 - mmaction - INFO - Epoch [177][2140/3757] lr: 1.218e-04, eta: 2:15:51, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5703, top5_acc: 0.7750, loss_cls: 1.8862, loss: 1.8862, grad_norm: 8.0891 2020-07-28 18:29:05,053 - mmaction - INFO - Epoch [177][2160/3757] lr: 1.218e-04, eta: 2:15:39, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5727, top5_acc: 0.7828, loss_cls: 1.8385, loss: 1.8385, grad_norm: 8.3785 2020-07-28 18:29:16,459 - mmaction - INFO - Epoch [177][2180/3757] lr: 1.218e-04, eta: 2:15:26, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5523, top5_acc: 0.7703, loss_cls: 1.9803, loss: 1.9803, grad_norm: 8.6986 2020-07-28 18:29:27,989 - mmaction - INFO - Epoch [177][2200/3757] lr: 1.218e-04, eta: 2:15:13, time: 0.576, data_time: 0.015, memory: 5232, top1_acc: 0.5578, top5_acc: 0.7812, loss_cls: 1.9060, loss: 1.9060, grad_norm: 8.3513 2020-07-28 18:29:39,410 - mmaction - INFO - Epoch [177][2220/3757] lr: 1.218e-04, eta: 2:15:01, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5852, top5_acc: 0.7883, loss_cls: 1.8033, loss: 1.8033, grad_norm: 8.2389 2020-07-28 18:29:50,736 - mmaction - INFO - Epoch [177][2240/3757] lr: 1.218e-04, eta: 2:14:48, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5687, top5_acc: 0.7914, loss_cls: 1.8338, loss: 1.8338, grad_norm: 8.3304 2020-07-28 18:30:02,170 - mmaction - INFO - Epoch [177][2260/3757] lr: 1.218e-04, eta: 2:14:35, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5547, top5_acc: 0.7789, loss_cls: 1.9078, loss: 1.9078, grad_norm: 8.3499 2020-07-28 18:30:13,468 - mmaction - INFO - Epoch [177][2280/3757] lr: 1.218e-04, eta: 2:14:23, time: 0.565, data_time: 0.002, memory: 5232, top1_acc: 0.5414, top5_acc: 0.7508, loss_cls: 2.0152, loss: 2.0152, grad_norm: 8.6812 2020-07-28 18:30:24,791 - mmaction - INFO - Epoch [177][2300/3757] lr: 1.218e-04, eta: 2:14:10, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5617, top5_acc: 0.7820, loss_cls: 1.9176, loss: 1.9176, grad_norm: 8.8470 2020-07-28 18:30:36,159 - mmaction - INFO - Epoch [177][2320/3757] lr: 1.218e-04, eta: 2:13:57, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.5719, top5_acc: 0.7695, loss_cls: 1.8781, loss: 1.8781, grad_norm: 8.2059 2020-07-28 18:30:47,562 - mmaction - INFO - Epoch [177][2340/3757] lr: 1.218e-04, eta: 2:13:45, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5664, top5_acc: 0.7773, loss_cls: 1.8853, loss: 1.8853, grad_norm: 8.4716 2020-07-28 18:30:58,959 - mmaction - INFO - Epoch [177][2360/3757] lr: 1.218e-04, eta: 2:13:32, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5852, top5_acc: 0.7898, loss_cls: 1.7671, loss: 1.7671, grad_norm: 8.1647 2020-07-28 18:31:10,833 - mmaction - INFO - Epoch [177][2380/3757] lr: 1.218e-04, eta: 2:13:19, time: 0.594, data_time: 0.030, memory: 5232, top1_acc: 0.5797, top5_acc: 0.7953, loss_cls: 1.7680, loss: 1.7680, grad_norm: 7.8766 2020-07-28 18:31:22,304 - mmaction - INFO - Epoch [177][2400/3757] lr: 1.218e-04, eta: 2:13:07, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.5430, top5_acc: 0.7555, loss_cls: 1.9622, loss: 1.9622, grad_norm: 8.6109 2020-07-28 18:31:33,627 - mmaction - INFO - Epoch [177][2420/3757] lr: 1.218e-04, eta: 2:12:54, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5703, top5_acc: 0.7828, loss_cls: 1.8451, loss: 1.8451, grad_norm: 8.1859 2020-07-28 18:31:45,040 - mmaction - INFO - Epoch [177][2440/3757] lr: 1.218e-04, eta: 2:12:41, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5625, top5_acc: 0.7789, loss_cls: 1.9066, loss: 1.9066, grad_norm: 8.3376 2020-07-28 18:31:56,427 - mmaction - INFO - Epoch [177][2460/3757] lr: 1.218e-04, eta: 2:12:29, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.5695, top5_acc: 0.7852, loss_cls: 1.8186, loss: 1.8186, grad_norm: 8.1787 2020-07-28 18:32:07,909 - mmaction - INFO - Epoch [177][2480/3757] lr: 1.218e-04, eta: 2:12:16, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5609, top5_acc: 0.7609, loss_cls: 1.9084, loss: 1.9084, grad_norm: 8.3201 2020-07-28 18:32:19,372 - mmaction - INFO - Epoch [177][2500/3757] lr: 1.218e-04, eta: 2:12:03, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5742, top5_acc: 0.7828, loss_cls: 1.8638, loss: 1.8638, grad_norm: 8.1266 2020-07-28 18:32:30,760 - mmaction - INFO - Epoch [177][2520/3757] lr: 1.218e-04, eta: 2:11:51, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5742, top5_acc: 0.7961, loss_cls: 1.7910, loss: 1.7910, grad_norm: 8.2043 2020-07-28 18:32:42,228 - mmaction - INFO - Epoch [177][2540/3757] lr: 1.218e-04, eta: 2:11:38, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5625, top5_acc: 0.7773, loss_cls: 1.8874, loss: 1.8874, grad_norm: 8.4260 2020-07-28 18:32:53,754 - mmaction - INFO - Epoch [177][2560/3757] lr: 1.218e-04, eta: 2:11:25, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.5609, top5_acc: 0.7742, loss_cls: 1.9144, loss: 1.9144, grad_norm: 8.6023 2020-07-28 18:33:05,149 - mmaction - INFO - Epoch [177][2580/3757] lr: 1.218e-04, eta: 2:11:13, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5742, top5_acc: 0.8070, loss_cls: 1.7639, loss: 1.7639, grad_norm: 8.2668 2020-07-28 18:33:16,512 - mmaction - INFO - Epoch [177][2600/3757] lr: 1.218e-04, eta: 2:11:00, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.5719, top5_acc: 0.7734, loss_cls: 1.8837, loss: 1.8837, grad_norm: 8.2052 2020-07-28 18:33:27,961 - mmaction - INFO - Epoch [177][2620/3757] lr: 1.218e-04, eta: 2:10:47, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5742, top5_acc: 0.7672, loss_cls: 1.9275, loss: 1.9275, grad_norm: 8.5497 2020-07-28 18:33:39,288 - mmaction - INFO - Epoch [177][2640/3757] lr: 1.218e-04, eta: 2:10:34, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5711, top5_acc: 0.7836, loss_cls: 1.8610, loss: 1.8610, grad_norm: 8.3975 2020-07-28 18:33:50,753 - mmaction - INFO - Epoch [177][2660/3757] lr: 1.218e-04, eta: 2:10:22, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5797, top5_acc: 0.7914, loss_cls: 1.8153, loss: 1.8153, grad_norm: 8.1554 2020-07-28 18:34:02,183 - mmaction - INFO - Epoch [177][2680/3757] lr: 1.218e-04, eta: 2:10:09, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.5711, top5_acc: 0.7852, loss_cls: 1.8251, loss: 1.8251, grad_norm: 8.1955 2020-07-28 18:34:13,540 - mmaction - INFO - Epoch [177][2700/3757] lr: 1.218e-04, eta: 2:09:56, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5805, top5_acc: 0.7789, loss_cls: 1.8511, loss: 1.8511, grad_norm: 8.3143 2020-07-28 18:34:24,893 - mmaction - INFO - Epoch [177][2720/3757] lr: 1.218e-04, eta: 2:09:44, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5930, top5_acc: 0.7852, loss_cls: 1.7621, loss: 1.7621, grad_norm: 8.0152 2020-07-28 18:34:36,337 - mmaction - INFO - Epoch [177][2740/3757] lr: 1.218e-04, eta: 2:09:31, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5508, top5_acc: 0.7742, loss_cls: 1.9150, loss: 1.9150, grad_norm: 8.5057 2020-07-28 18:34:47,761 - mmaction - INFO - Epoch [177][2760/3757] lr: 1.218e-04, eta: 2:09:18, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5664, top5_acc: 0.7617, loss_cls: 1.9472, loss: 1.9472, grad_norm: 8.3560 2020-07-28 18:34:59,146 - mmaction - INFO - Epoch [177][2780/3757] lr: 1.218e-04, eta: 2:09:06, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5805, top5_acc: 0.7812, loss_cls: 1.8223, loss: 1.8223, grad_norm: 8.1960 2020-07-28 18:35:10,593 - mmaction - INFO - Epoch [177][2800/3757] lr: 1.218e-04, eta: 2:08:53, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.5617, top5_acc: 0.7703, loss_cls: 1.9242, loss: 1.9242, grad_norm: 8.4201 2020-07-28 18:35:21,974 - mmaction - INFO - Epoch [177][2820/3757] lr: 1.218e-04, eta: 2:08:40, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5570, top5_acc: 0.7656, loss_cls: 1.9192, loss: 1.9192, grad_norm: 8.5324 2020-07-28 18:35:33,308 - mmaction - INFO - Epoch [177][2840/3757] lr: 1.218e-04, eta: 2:08:28, time: 0.566, data_time: 0.002, memory: 5232, top1_acc: 0.5789, top5_acc: 0.7781, loss_cls: 1.8750, loss: 1.8750, grad_norm: 7.9884 2020-07-28 18:35:44,718 - mmaction - INFO - Epoch [177][2860/3757] lr: 1.218e-04, eta: 2:08:15, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5859, top5_acc: 0.7867, loss_cls: 1.8323, loss: 1.8323, grad_norm: 7.7888 2020-07-28 18:35:56,088 - mmaction - INFO - Epoch [177][2880/3757] lr: 1.218e-04, eta: 2:08:02, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5672, top5_acc: 0.7688, loss_cls: 1.9105, loss: 1.9105, grad_norm: 8.5453 2020-07-28 18:36:07,524 - mmaction - INFO - Epoch [177][2900/3757] lr: 1.218e-04, eta: 2:07:50, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5883, top5_acc: 0.7937, loss_cls: 1.7988, loss: 1.7988, grad_norm: 8.3111 2020-07-28 18:36:19,043 - mmaction - INFO - Epoch [177][2920/3757] lr: 1.218e-04, eta: 2:07:37, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5875, top5_acc: 0.7820, loss_cls: 1.8193, loss: 1.8193, grad_norm: 8.2917 2020-07-28 18:36:30,462 - mmaction - INFO - Epoch [177][2940/3757] lr: 1.218e-04, eta: 2:07:24, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5648, top5_acc: 0.7789, loss_cls: 1.8962, loss: 1.8962, grad_norm: 8.2508 2020-07-28 18:36:41,884 - mmaction - INFO - Epoch [177][2960/3757] lr: 1.218e-04, eta: 2:07:12, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.5555, top5_acc: 0.7648, loss_cls: 1.9241, loss: 1.9241, grad_norm: 8.4826 2020-07-28 18:36:53,278 - mmaction - INFO - Epoch [177][2980/3757] lr: 1.218e-04, eta: 2:06:59, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5820, top5_acc: 0.7812, loss_cls: 1.8685, loss: 1.8685, grad_norm: 8.3598 2020-07-28 18:37:04,609 - mmaction - INFO - Epoch [177][3000/3757] lr: 1.218e-04, eta: 2:06:46, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5531, top5_acc: 0.7812, loss_cls: 1.8967, loss: 1.8967, grad_norm: 8.5988 2020-07-28 18:37:15,937 - mmaction - INFO - Epoch [177][3020/3757] lr: 1.218e-04, eta: 2:06:34, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5594, top5_acc: 0.7789, loss_cls: 1.9279, loss: 1.9279, grad_norm: 8.5910 2020-07-28 18:37:27,320 - mmaction - INFO - Epoch [177][3040/3757] lr: 1.218e-04, eta: 2:06:21, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5555, top5_acc: 0.7922, loss_cls: 1.8607, loss: 1.8607, grad_norm: 8.3547 2020-07-28 18:37:38,685 - mmaction - INFO - Epoch [177][3060/3757] lr: 1.218e-04, eta: 2:06:08, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.5656, top5_acc: 0.7812, loss_cls: 1.8569, loss: 1.8569, grad_norm: 8.3292 2020-07-28 18:37:50,124 - mmaction - INFO - Epoch [177][3080/3757] lr: 1.218e-04, eta: 2:05:56, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5727, top5_acc: 0.7742, loss_cls: 1.8704, loss: 1.8704, grad_norm: 8.2749 2020-07-28 18:38:01,530 - mmaction - INFO - Epoch [177][3100/3757] lr: 1.218e-04, eta: 2:05:43, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5891, top5_acc: 0.7945, loss_cls: 1.7502, loss: 1.7502, grad_norm: 8.1410 2020-07-28 18:38:12,940 - mmaction - INFO - Epoch [177][3120/3757] lr: 1.218e-04, eta: 2:05:30, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5766, top5_acc: 0.7719, loss_cls: 1.8423, loss: 1.8423, grad_norm: 8.2637 2020-07-28 18:38:24,426 - mmaction - INFO - Epoch [177][3140/3757] lr: 1.218e-04, eta: 2:05:18, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.5836, top5_acc: 0.7953, loss_cls: 1.7642, loss: 1.7642, grad_norm: 7.9248 2020-07-28 18:38:35,801 - mmaction - INFO - Epoch [177][3160/3757] lr: 1.218e-04, eta: 2:05:05, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5719, top5_acc: 0.7766, loss_cls: 1.8920, loss: 1.8920, grad_norm: 8.2883 2020-07-28 18:38:47,296 - mmaction - INFO - Epoch [177][3180/3757] lr: 1.218e-04, eta: 2:04:52, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5633, top5_acc: 0.7766, loss_cls: 1.8877, loss: 1.8877, grad_norm: 8.2201 2020-07-28 18:38:58,714 - mmaction - INFO - Epoch [177][3200/3757] lr: 1.218e-04, eta: 2:04:40, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5578, top5_acc: 0.7648, loss_cls: 1.9634, loss: 1.9634, grad_norm: 8.5339 2020-07-28 18:39:10,077 - mmaction - INFO - Epoch [177][3220/3757] lr: 1.218e-04, eta: 2:04:27, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5828, top5_acc: 0.7789, loss_cls: 1.7870, loss: 1.7870, grad_norm: 8.1476 2020-07-28 18:39:21,581 - mmaction - INFO - Epoch [177][3240/3757] lr: 1.218e-04, eta: 2:04:14, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5797, top5_acc: 0.7891, loss_cls: 1.8346, loss: 1.8346, grad_norm: 8.2478 2020-07-28 18:39:33,108 - mmaction - INFO - Epoch [177][3260/3757] lr: 1.218e-04, eta: 2:04:02, time: 0.577, data_time: 0.014, memory: 5232, top1_acc: 0.5727, top5_acc: 0.7836, loss_cls: 1.8355, loss: 1.8355, grad_norm: 8.6879 2020-07-28 18:39:44,560 - mmaction - INFO - Epoch [177][3280/3757] lr: 1.218e-04, eta: 2:03:49, time: 0.572, data_time: 0.002, memory: 5232, top1_acc: 0.6023, top5_acc: 0.8086, loss_cls: 1.7239, loss: 1.7239, grad_norm: 8.0916 2020-07-28 18:39:55,900 - mmaction - INFO - Epoch [177][3300/3757] lr: 1.218e-04, eta: 2:03:36, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5883, top5_acc: 0.7781, loss_cls: 1.8782, loss: 1.8782, grad_norm: 8.1027 2020-07-28 18:40:07,274 - mmaction - INFO - Epoch [177][3320/3757] lr: 1.218e-04, eta: 2:03:23, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5852, top5_acc: 0.7883, loss_cls: 1.8203, loss: 1.8203, grad_norm: 8.2905 2020-07-28 18:40:18,698 - mmaction - INFO - Epoch [177][3340/3757] lr: 1.218e-04, eta: 2:03:11, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.5719, top5_acc: 0.7820, loss_cls: 1.8133, loss: 1.8133, grad_norm: 8.2393 2020-07-28 18:40:30,430 - mmaction - INFO - Epoch [177][3360/3757] lr: 1.218e-04, eta: 2:02:58, time: 0.587, data_time: 0.020, memory: 5232, top1_acc: 0.5680, top5_acc: 0.7680, loss_cls: 1.8653, loss: 1.8653, grad_norm: 8.2820 2020-07-28 18:40:41,720 - mmaction - INFO - Epoch [177][3380/3757] lr: 1.218e-04, eta: 2:02:45, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.5734, top5_acc: 0.7945, loss_cls: 1.8160, loss: 1.8160, grad_norm: 8.3321 2020-07-28 18:40:53,102 - mmaction - INFO - Epoch [177][3400/3757] lr: 1.218e-04, eta: 2:02:33, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5703, top5_acc: 0.7750, loss_cls: 1.8782, loss: 1.8782, grad_norm: 8.0143 2020-07-28 18:41:04,466 - mmaction - INFO - Epoch [177][3420/3757] lr: 1.218e-04, eta: 2:02:20, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5797, top5_acc: 0.7906, loss_cls: 1.7791, loss: 1.7791, grad_norm: 8.3341 2020-07-28 18:41:16,093 - mmaction - INFO - Epoch [177][3440/3757] lr: 1.218e-04, eta: 2:02:07, time: 0.581, data_time: 0.020, memory: 5232, top1_acc: 0.5875, top5_acc: 0.7828, loss_cls: 1.7921, loss: 1.7921, grad_norm: 7.9162 2020-07-28 18:41:27,486 - mmaction - INFO - Epoch [177][3460/3757] lr: 1.218e-04, eta: 2:01:55, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5539, top5_acc: 0.7875, loss_cls: 1.8835, loss: 1.8835, grad_norm: 8.3885 2020-07-28 18:41:38,761 - mmaction - INFO - Epoch [177][3480/3757] lr: 1.218e-04, eta: 2:01:42, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.5563, top5_acc: 0.7664, loss_cls: 1.9585, loss: 1.9585, grad_norm: 8.5973 2020-07-28 18:41:52,210 - mmaction - INFO - Epoch [177][3500/3757] lr: 1.218e-04, eta: 2:01:29, time: 0.673, data_time: 0.004, memory: 5232, top1_acc: 0.5602, top5_acc: 0.7844, loss_cls: 1.8222, loss: 1.8222, grad_norm: 8.0859 2020-07-28 18:42:04,918 - mmaction - INFO - Epoch [177][3520/3757] lr: 1.218e-04, eta: 2:01:17, time: 0.635, data_time: 0.003, memory: 5232, top1_acc: 0.5766, top5_acc: 0.7734, loss_cls: 1.9029, loss: 1.9029, grad_norm: 8.4416 2020-07-28 18:42:18,261 - mmaction - INFO - Epoch [177][3540/3757] lr: 1.218e-04, eta: 2:01:04, time: 0.667, data_time: 0.106, memory: 5232, top1_acc: 0.5523, top5_acc: 0.7703, loss_cls: 1.9707, loss: 1.9707, grad_norm: 8.4930 2020-07-28 18:42:29,683 - mmaction - INFO - Epoch [177][3560/3757] lr: 1.218e-04, eta: 2:00:52, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5789, top5_acc: 0.7945, loss_cls: 1.8432, loss: 1.8432, grad_norm: 8.4033 2020-07-28 18:42:43,137 - mmaction - INFO - Epoch [177][3580/3757] lr: 1.218e-04, eta: 2:00:39, time: 0.673, data_time: 0.058, memory: 5232, top1_acc: 0.5508, top5_acc: 0.7766, loss_cls: 1.9142, loss: 1.9142, grad_norm: 8.2560 2020-07-28 18:42:55,758 - mmaction - INFO - Epoch [177][3600/3757] lr: 1.218e-04, eta: 2:00:26, time: 0.631, data_time: 0.003, memory: 5232, top1_acc: 0.5484, top5_acc: 0.7773, loss_cls: 1.9106, loss: 1.9106, grad_norm: 8.7365 2020-07-28 18:43:09,743 - mmaction - INFO - Epoch [177][3620/3757] lr: 1.218e-04, eta: 2:00:14, time: 0.700, data_time: 0.003, memory: 5232, top1_acc: 0.5680, top5_acc: 0.7789, loss_cls: 1.8611, loss: 1.8611, grad_norm: 8.2385 2020-07-28 18:43:22,449 - mmaction - INFO - Epoch [177][3640/3757] lr: 1.218e-04, eta: 2:00:01, time: 0.635, data_time: 0.003, memory: 5232, top1_acc: 0.5563, top5_acc: 0.7625, loss_cls: 1.9094, loss: 1.9094, grad_norm: 8.3964 2020-07-28 18:43:35,893 - mmaction - INFO - Epoch [177][3660/3757] lr: 1.218e-04, eta: 1:59:48, time: 0.672, data_time: 0.001, memory: 5232, top1_acc: 0.5859, top5_acc: 0.7875, loss_cls: 1.8236, loss: 1.8236, grad_norm: 8.2281 2020-07-28 18:43:48,419 - mmaction - INFO - Epoch [177][3680/3757] lr: 1.218e-04, eta: 1:59:36, time: 0.627, data_time: 0.003, memory: 5232, top1_acc: 0.5773, top5_acc: 0.7969, loss_cls: 1.8241, loss: 1.8241, grad_norm: 8.1680 2020-07-28 18:44:00,677 - mmaction - INFO - Epoch [177][3700/3757] lr: 1.218e-04, eta: 1:59:23, time: 0.613, data_time: 0.003, memory: 5232, top1_acc: 0.5594, top5_acc: 0.7773, loss_cls: 1.8735, loss: 1.8735, grad_norm: 8.1765 2020-07-28 18:44:13,240 - mmaction - INFO - Epoch [177][3720/3757] lr: 1.218e-04, eta: 1:59:10, time: 0.628, data_time: 0.003, memory: 5232, top1_acc: 0.5938, top5_acc: 0.7977, loss_cls: 1.7874, loss: 1.7874, grad_norm: 8.1303 2020-07-28 18:44:25,811 - mmaction - INFO - Epoch [177][3740/3757] lr: 1.218e-04, eta: 1:58:58, time: 0.629, data_time: 0.003, memory: 5232, top1_acc: 0.5742, top5_acc: 0.7812, loss_cls: 1.8714, loss: 1.8714, grad_norm: 8.4042 2020-07-28 18:49:03,519 - mmaction - INFO - Epoch [178][20/3757] lr: 6.852e-05, eta: 1:58:39, time: 13.054, data_time: 12.362, memory: 5232, top1_acc: 0.5617, top5_acc: 0.7477, loss_cls: 1.9166, loss: 1.9166, grad_norm: 8.2886 2020-07-28 18:49:14,848 - mmaction - INFO - Epoch [178][40/3757] lr: 6.852e-05, eta: 1:58:27, time: 0.567, data_time: 0.005, memory: 5232, top1_acc: 0.5727, top5_acc: 0.7922, loss_cls: 1.7801, loss: 1.7801, grad_norm: 8.3642 2020-07-28 18:49:26,224 - mmaction - INFO - Epoch [178][60/3757] lr: 6.852e-05, eta: 1:58:14, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5555, top5_acc: 0.7625, loss_cls: 1.9230, loss: 1.9230, grad_norm: 8.6491 2020-07-28 18:49:37,636 - mmaction - INFO - Epoch [178][80/3757] lr: 6.852e-05, eta: 1:58:01, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.5687, top5_acc: 0.7727, loss_cls: 1.8735, loss: 1.8735, grad_norm: 8.4841 2020-07-28 18:49:49,062 - mmaction - INFO - Epoch [178][100/3757] lr: 6.852e-05, eta: 1:57:49, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5891, top5_acc: 0.7812, loss_cls: 1.8501, loss: 1.8501, grad_norm: 8.2070 2020-07-28 18:50:00,560 - mmaction - INFO - Epoch [178][120/3757] lr: 6.852e-05, eta: 1:57:36, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5664, top5_acc: 0.7719, loss_cls: 1.8739, loss: 1.8739, grad_norm: 8.2718 2020-07-28 18:50:11,909 - mmaction - INFO - Epoch [178][140/3757] lr: 6.852e-05, eta: 1:57:23, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5500, top5_acc: 0.7812, loss_cls: 1.9503, loss: 1.9503, grad_norm: 8.4495 2020-07-28 18:50:23,293 - mmaction - INFO - Epoch [178][160/3757] lr: 6.852e-05, eta: 1:57:11, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5813, top5_acc: 0.7898, loss_cls: 1.8099, loss: 1.8099, grad_norm: 8.3173 2020-07-28 18:50:34,714 - mmaction - INFO - Epoch [178][180/3757] lr: 6.852e-05, eta: 1:56:58, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.5742, top5_acc: 0.7836, loss_cls: 1.8415, loss: 1.8415, grad_norm: 8.4652 2020-07-28 18:50:46,089 - mmaction - INFO - Epoch [178][200/3757] lr: 6.852e-05, eta: 1:56:45, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5734, top5_acc: 0.7797, loss_cls: 1.8452, loss: 1.8452, grad_norm: 8.5446 2020-07-28 18:50:57,445 - mmaction - INFO - Epoch [178][220/3757] lr: 6.852e-05, eta: 1:56:33, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5797, top5_acc: 0.7937, loss_cls: 1.7851, loss: 1.7851, grad_norm: 8.1775 2020-07-28 18:51:08,743 - mmaction - INFO - Epoch [178][240/3757] lr: 6.852e-05, eta: 1:56:20, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.6016, top5_acc: 0.7883, loss_cls: 1.7725, loss: 1.7725, grad_norm: 7.9381 2020-07-28 18:51:20,121 - mmaction - INFO - Epoch [178][260/3757] lr: 6.852e-05, eta: 1:56:07, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5875, top5_acc: 0.7992, loss_cls: 1.7655, loss: 1.7655, grad_norm: 8.3137 2020-07-28 18:51:31,453 - mmaction - INFO - Epoch [178][280/3757] lr: 6.852e-05, eta: 1:55:54, time: 0.566, data_time: 0.004, memory: 5232, top1_acc: 0.5586, top5_acc: 0.7781, loss_cls: 1.8590, loss: 1.8590, grad_norm: 8.5528 2020-07-28 18:51:42,874 - mmaction - INFO - Epoch [178][300/3757] lr: 6.852e-05, eta: 1:55:42, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5930, top5_acc: 0.7977, loss_cls: 1.7283, loss: 1.7283, grad_norm: 8.2895 2020-07-28 18:51:54,252 - mmaction - INFO - Epoch [178][320/3757] lr: 6.852e-05, eta: 1:55:29, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5805, top5_acc: 0.7930, loss_cls: 1.8046, loss: 1.8046, grad_norm: 8.2469 2020-07-28 18:52:05,645 - mmaction - INFO - Epoch [178][340/3757] lr: 6.852e-05, eta: 1:55:16, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5680, top5_acc: 0.7781, loss_cls: 1.8797, loss: 1.8797, grad_norm: 8.3655 2020-07-28 18:52:17,060 - mmaction - INFO - Epoch [178][360/3757] lr: 6.852e-05, eta: 1:55:04, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.6031, top5_acc: 0.7898, loss_cls: 1.7410, loss: 1.7410, grad_norm: 7.9698 2020-07-28 18:52:28,448 - mmaction - INFO - Epoch [178][380/3757] lr: 6.852e-05, eta: 1:54:51, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5805, top5_acc: 0.8008, loss_cls: 1.8289, loss: 1.8289, grad_norm: 8.3647 2020-07-28 18:52:39,825 - mmaction - INFO - Epoch [178][400/3757] lr: 6.852e-05, eta: 1:54:38, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.5742, top5_acc: 0.7953, loss_cls: 1.8149, loss: 1.8149, grad_norm: 8.0832 2020-07-28 18:52:51,201 - mmaction - INFO - Epoch [178][420/3757] lr: 6.852e-05, eta: 1:54:26, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5789, top5_acc: 0.7961, loss_cls: 1.7606, loss: 1.7606, grad_norm: 7.9867 2020-07-28 18:53:02,659 - mmaction - INFO - Epoch [178][440/3757] lr: 6.852e-05, eta: 1:54:13, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.6055, top5_acc: 0.7977, loss_cls: 1.7253, loss: 1.7253, grad_norm: 8.0158 2020-07-28 18:53:13,983 - mmaction - INFO - Epoch [178][460/3757] lr: 6.852e-05, eta: 1:54:00, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5727, top5_acc: 0.7719, loss_cls: 1.8888, loss: 1.8888, grad_norm: 8.4371 2020-07-28 18:53:25,441 - mmaction - INFO - Epoch [178][480/3757] lr: 6.852e-05, eta: 1:53:48, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5828, top5_acc: 0.7781, loss_cls: 1.8209, loss: 1.8209, grad_norm: 8.1557 2020-07-28 18:53:36,860 - mmaction - INFO - Epoch [178][500/3757] lr: 6.852e-05, eta: 1:53:35, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.5648, top5_acc: 0.7648, loss_cls: 1.8851, loss: 1.8851, grad_norm: 8.2408 2020-07-28 18:53:48,243 - mmaction - INFO - Epoch [178][520/3757] lr: 6.852e-05, eta: 1:53:22, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5711, top5_acc: 0.7914, loss_cls: 1.8204, loss: 1.8204, grad_norm: 8.4195 2020-07-28 18:53:59,568 - mmaction - INFO - Epoch [178][540/3757] lr: 6.852e-05, eta: 1:53:10, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5789, top5_acc: 0.7859, loss_cls: 1.8367, loss: 1.8367, grad_norm: 8.2789 2020-07-28 18:54:11,011 - mmaction - INFO - Epoch [178][560/3757] lr: 6.852e-05, eta: 1:52:57, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5719, top5_acc: 0.7945, loss_cls: 1.8368, loss: 1.8368, grad_norm: 8.5756 2020-07-28 18:54:22,477 - mmaction - INFO - Epoch [178][580/3757] lr: 6.852e-05, eta: 1:52:44, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5758, top5_acc: 0.7859, loss_cls: 1.8538, loss: 1.8538, grad_norm: 8.3114 2020-07-28 18:54:33,847 - mmaction - INFO - Epoch [178][600/3757] lr: 6.852e-05, eta: 1:52:32, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5703, top5_acc: 0.7789, loss_cls: 1.8347, loss: 1.8347, grad_norm: 8.3539 2020-07-28 18:54:45,301 - mmaction - INFO - Epoch [178][620/3757] lr: 6.852e-05, eta: 1:52:19, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5602, top5_acc: 0.7766, loss_cls: 1.9031, loss: 1.9031, grad_norm: 8.3271 2020-07-28 18:54:56,760 - mmaction - INFO - Epoch [178][640/3757] lr: 6.852e-05, eta: 1:52:06, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.6039, top5_acc: 0.8078, loss_cls: 1.7035, loss: 1.7035, grad_norm: 8.0818 2020-07-28 18:55:08,118 - mmaction - INFO - Epoch [178][660/3757] lr: 6.852e-05, eta: 1:51:54, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5898, top5_acc: 0.7789, loss_cls: 1.8787, loss: 1.8787, grad_norm: 8.2274 2020-07-28 18:55:19,504 - mmaction - INFO - Epoch [178][680/3757] lr: 6.852e-05, eta: 1:51:41, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5750, top5_acc: 0.7766, loss_cls: 1.8930, loss: 1.8930, grad_norm: 8.6005 2020-07-28 18:55:30,943 - mmaction - INFO - Epoch [178][700/3757] lr: 6.852e-05, eta: 1:51:28, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5781, top5_acc: 0.7875, loss_cls: 1.8184, loss: 1.8184, grad_norm: 8.3256 2020-07-28 18:55:42,331 - mmaction - INFO - Epoch [178][720/3757] lr: 6.852e-05, eta: 1:51:16, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5711, top5_acc: 0.7719, loss_cls: 1.8457, loss: 1.8457, grad_norm: 7.9796 2020-07-28 18:55:54,049 - mmaction - INFO - Epoch [178][740/3757] lr: 6.852e-05, eta: 1:51:03, time: 0.586, data_time: 0.026, memory: 5232, top1_acc: 0.5844, top5_acc: 0.7922, loss_cls: 1.8006, loss: 1.8006, grad_norm: 8.2233 2020-07-28 18:56:05,479 - mmaction - INFO - Epoch [178][760/3757] lr: 6.852e-05, eta: 1:50:50, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5813, top5_acc: 0.7875, loss_cls: 1.8222, loss: 1.8222, grad_norm: 8.1279 2020-07-28 18:56:16,897 - mmaction - INFO - Epoch [178][780/3757] lr: 6.852e-05, eta: 1:50:37, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5883, top5_acc: 0.7930, loss_cls: 1.7439, loss: 1.7439, grad_norm: 8.4576 2020-07-28 18:56:28,319 - mmaction - INFO - Epoch [178][800/3757] lr: 6.852e-05, eta: 1:50:25, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5711, top5_acc: 0.7719, loss_cls: 1.8433, loss: 1.8433, grad_norm: 8.2837 2020-07-28 18:56:39,726 - mmaction - INFO - Epoch [178][820/3757] lr: 6.852e-05, eta: 1:50:12, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5492, top5_acc: 0.7602, loss_cls: 1.9627, loss: 1.9627, grad_norm: 8.5042 2020-07-28 18:56:51,150 - mmaction - INFO - Epoch [178][840/3757] lr: 6.852e-05, eta: 1:49:59, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5492, top5_acc: 0.7672, loss_cls: 1.9266, loss: 1.9266, grad_norm: 8.4113 2020-07-28 18:57:02,544 - mmaction - INFO - Epoch [178][860/3757] lr: 6.852e-05, eta: 1:49:47, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5805, top5_acc: 0.7828, loss_cls: 1.8089, loss: 1.8089, grad_norm: 8.1164 2020-07-28 18:57:14,133 - mmaction - INFO - Epoch [178][880/3757] lr: 6.852e-05, eta: 1:49:34, time: 0.579, data_time: 0.003, memory: 5232, top1_acc: 0.5781, top5_acc: 0.7781, loss_cls: 1.8323, loss: 1.8323, grad_norm: 8.1343 2020-07-28 18:57:25,593 - mmaction - INFO - Epoch [178][900/3757] lr: 6.852e-05, eta: 1:49:21, time: 0.573, data_time: 0.001, memory: 5232, top1_acc: 0.5625, top5_acc: 0.7641, loss_cls: 1.9073, loss: 1.9073, grad_norm: 8.4386 2020-07-28 18:57:37,003 - mmaction - INFO - Epoch [178][920/3757] lr: 6.852e-05, eta: 1:49:09, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5773, top5_acc: 0.7797, loss_cls: 1.8718, loss: 1.8718, grad_norm: 8.3424 2020-07-28 18:57:48,491 - mmaction - INFO - Epoch [178][940/3757] lr: 6.852e-05, eta: 1:48:56, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5602, top5_acc: 0.7734, loss_cls: 1.8825, loss: 1.8825, grad_norm: 8.0566 2020-07-28 18:57:59,878 - mmaction - INFO - Epoch [178][960/3757] lr: 6.852e-05, eta: 1:48:43, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5617, top5_acc: 0.7875, loss_cls: 1.8755, loss: 1.8755, grad_norm: 8.5500 2020-07-28 18:58:11,313 - mmaction - INFO - Epoch [178][980/3757] lr: 6.852e-05, eta: 1:48:31, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5813, top5_acc: 0.7805, loss_cls: 1.8749, loss: 1.8749, grad_norm: 8.0246 2020-07-28 18:58:22,721 - mmaction - INFO - Epoch [178][1000/3757] lr: 6.852e-05, eta: 1:48:18, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5664, top5_acc: 0.7828, loss_cls: 1.8081, loss: 1.8081, grad_norm: 8.4260 2020-07-28 18:58:34,176 - mmaction - INFO - Epoch [178][1020/3757] lr: 6.852e-05, eta: 1:48:05, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5883, top5_acc: 0.7953, loss_cls: 1.7932, loss: 1.7932, grad_norm: 8.1277 2020-07-28 18:58:45,609 - mmaction - INFO - Epoch [178][1040/3757] lr: 6.852e-05, eta: 1:47:53, time: 0.571, data_time: 0.002, memory: 5232, top1_acc: 0.5742, top5_acc: 0.7922, loss_cls: 1.8085, loss: 1.8085, grad_norm: 8.0395 2020-07-28 18:58:57,033 - mmaction - INFO - Epoch [178][1060/3757] lr: 6.852e-05, eta: 1:47:40, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.6000, top5_acc: 0.8016, loss_cls: 1.7215, loss: 1.7215, grad_norm: 7.7808 2020-07-28 18:59:08,480 - mmaction - INFO - Epoch [178][1080/3757] lr: 6.852e-05, eta: 1:47:27, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.6000, top5_acc: 0.8008, loss_cls: 1.7111, loss: 1.7111, grad_norm: 7.8310 2020-07-28 18:59:19,972 - mmaction - INFO - Epoch [178][1100/3757] lr: 6.852e-05, eta: 1:47:15, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5672, top5_acc: 0.7844, loss_cls: 1.8474, loss: 1.8474, grad_norm: 8.2898 2020-07-28 18:59:31,336 - mmaction - INFO - Epoch [178][1120/3757] lr: 6.852e-05, eta: 1:47:02, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5805, top5_acc: 0.8039, loss_cls: 1.7722, loss: 1.7722, grad_norm: 8.5199 2020-07-28 18:59:42,702 - mmaction - INFO - Epoch [178][1140/3757] lr: 6.852e-05, eta: 1:46:49, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5477, top5_acc: 0.7625, loss_cls: 2.0042, loss: 2.0042, grad_norm: 8.4426 2020-07-28 18:59:54,192 - mmaction - INFO - Epoch [178][1160/3757] lr: 6.852e-05, eta: 1:46:37, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5609, top5_acc: 0.7797, loss_cls: 1.9053, loss: 1.9053, grad_norm: 8.6123 2020-07-28 19:00:12,012 - mmaction - INFO - Epoch [178][1180/3757] lr: 6.852e-05, eta: 1:46:24, time: 0.880, data_time: 0.008, memory: 5232, top1_acc: 0.5484, top5_acc: 0.7641, loss_cls: 1.9726, loss: 1.9726, grad_norm: 8.4432 2020-07-28 19:00:23,515 - mmaction - INFO - Epoch [178][1200/3757] lr: 6.852e-05, eta: 1:46:11, time: 0.586, data_time: 0.016, memory: 5232, top1_acc: 0.5758, top5_acc: 0.7836, loss_cls: 1.8320, loss: 1.8320, grad_norm: 8.1957 2020-07-28 19:00:34,845 - mmaction - INFO - Epoch [178][1220/3757] lr: 6.852e-05, eta: 1:45:59, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5695, top5_acc: 0.7781, loss_cls: 1.8674, loss: 1.8674, grad_norm: 8.2499 2020-07-28 19:00:46,266 - mmaction - INFO - Epoch [178][1240/3757] lr: 6.852e-05, eta: 1:45:46, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5563, top5_acc: 0.7766, loss_cls: 1.8708, loss: 1.8708, grad_norm: 8.3984 2020-07-28 19:00:57,577 - mmaction - INFO - Epoch [178][1260/3757] lr: 6.852e-05, eta: 1:45:33, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.5820, top5_acc: 0.7961, loss_cls: 1.7999, loss: 1.7999, grad_norm: 8.3519 2020-07-28 19:01:08,942 - mmaction - INFO - Epoch [178][1280/3757] lr: 6.852e-05, eta: 1:45:21, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.5680, top5_acc: 0.7734, loss_cls: 1.9031, loss: 1.9031, grad_norm: 8.3260 2020-07-28 19:01:20,307 - mmaction - INFO - Epoch [178][1300/3757] lr: 6.852e-05, eta: 1:45:08, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5563, top5_acc: 0.7875, loss_cls: 1.8527, loss: 1.8527, grad_norm: 8.5259 2020-07-28 19:01:31,682 - mmaction - INFO - Epoch [178][1320/3757] lr: 6.852e-05, eta: 1:44:55, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5805, top5_acc: 0.7891, loss_cls: 1.7990, loss: 1.7990, grad_norm: 8.1147 2020-07-28 19:01:43,103 - mmaction - INFO - Epoch [178][1340/3757] lr: 6.852e-05, eta: 1:44:43, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5836, top5_acc: 0.7719, loss_cls: 1.8499, loss: 1.8499, grad_norm: 8.4772 2020-07-28 19:01:54,563 - mmaction - INFO - Epoch [178][1360/3757] lr: 6.852e-05, eta: 1:44:30, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5625, top5_acc: 0.7781, loss_cls: 1.8535, loss: 1.8535, grad_norm: 8.3462 2020-07-28 19:02:05,918 - mmaction - INFO - Epoch [178][1380/3757] lr: 6.852e-05, eta: 1:44:17, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5711, top5_acc: 0.7883, loss_cls: 1.8189, loss: 1.8189, grad_norm: 8.3285 2020-07-28 19:02:17,345 - mmaction - INFO - Epoch [178][1400/3757] lr: 6.852e-05, eta: 1:44:05, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5727, top5_acc: 0.7719, loss_cls: 1.8909, loss: 1.8909, grad_norm: 8.2608 2020-07-28 19:02:28,701 - mmaction - INFO - Epoch [178][1420/3757] lr: 6.852e-05, eta: 1:43:52, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5945, top5_acc: 0.7844, loss_cls: 1.7816, loss: 1.7816, grad_norm: 8.0676 2020-07-28 19:02:40,100 - mmaction - INFO - Epoch [178][1440/3757] lr: 6.852e-05, eta: 1:43:39, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.5875, top5_acc: 0.8055, loss_cls: 1.7392, loss: 1.7392, grad_norm: 8.0342 2020-07-28 19:02:51,536 - mmaction - INFO - Epoch [178][1460/3757] lr: 6.852e-05, eta: 1:43:27, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5734, top5_acc: 0.7617, loss_cls: 1.8948, loss: 1.8948, grad_norm: 8.2752 2020-07-28 19:03:02,917 - mmaction - INFO - Epoch [178][1480/3757] lr: 6.852e-05, eta: 1:43:14, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5789, top5_acc: 0.7883, loss_cls: 1.8471, loss: 1.8471, grad_norm: 8.4396 2020-07-28 19:03:14,289 - mmaction - INFO - Epoch [178][1500/3757] lr: 6.852e-05, eta: 1:43:01, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5828, top5_acc: 0.7820, loss_cls: 1.8006, loss: 1.8006, grad_norm: 8.0569 2020-07-28 19:03:25,830 - mmaction - INFO - Epoch [178][1520/3757] lr: 6.852e-05, eta: 1:42:49, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.5758, top5_acc: 0.7836, loss_cls: 1.8431, loss: 1.8431, grad_norm: 8.3357 2020-07-28 19:03:37,190 - mmaction - INFO - Epoch [178][1540/3757] lr: 6.852e-05, eta: 1:42:36, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.6055, top5_acc: 0.8031, loss_cls: 1.7068, loss: 1.7068, grad_norm: 8.3403 2020-07-28 19:03:48,673 - mmaction - INFO - Epoch [178][1560/3757] lr: 6.852e-05, eta: 1:42:23, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5922, top5_acc: 0.7859, loss_cls: 1.8501, loss: 1.8501, grad_norm: 8.2446 2020-07-28 19:04:00,011 - mmaction - INFO - Epoch [178][1580/3757] lr: 6.852e-05, eta: 1:42:11, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5586, top5_acc: 0.7633, loss_cls: 1.9596, loss: 1.9596, grad_norm: 8.3104 2020-07-28 19:04:11,366 - mmaction - INFO - Epoch [178][1600/3757] lr: 6.852e-05, eta: 1:41:58, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5805, top5_acc: 0.7914, loss_cls: 1.8382, loss: 1.8382, grad_norm: 8.3903 2020-07-28 19:04:22,705 - mmaction - INFO - Epoch [178][1620/3757] lr: 6.852e-05, eta: 1:41:45, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5484, top5_acc: 0.7914, loss_cls: 1.8691, loss: 1.8691, grad_norm: 8.5573 2020-07-28 19:04:34,073 - mmaction - INFO - Epoch [178][1640/3757] lr: 6.852e-05, eta: 1:41:32, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5781, top5_acc: 0.7883, loss_cls: 1.8354, loss: 1.8354, grad_norm: 8.3396 2020-07-28 19:04:45,550 - mmaction - INFO - Epoch [178][1660/3757] lr: 6.852e-05, eta: 1:41:20, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5930, top5_acc: 0.7805, loss_cls: 1.7944, loss: 1.7944, grad_norm: 8.0518 2020-07-28 19:04:57,027 - mmaction - INFO - Epoch [178][1680/3757] lr: 6.852e-05, eta: 1:41:07, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5945, top5_acc: 0.8133, loss_cls: 1.7038, loss: 1.7038, grad_norm: 8.1538 2020-07-28 19:05:08,464 - mmaction - INFO - Epoch [178][1700/3757] lr: 6.852e-05, eta: 1:40:54, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5672, top5_acc: 0.7781, loss_cls: 1.8549, loss: 1.8549, grad_norm: 8.4498 2020-07-28 19:05:20,320 - mmaction - INFO - Epoch [178][1720/3757] lr: 6.852e-05, eta: 1:40:42, time: 0.592, data_time: 0.024, memory: 5232, top1_acc: 0.5578, top5_acc: 0.7789, loss_cls: 1.8511, loss: 1.8511, grad_norm: 8.5718 2020-07-28 19:05:31,691 - mmaction - INFO - Epoch [178][1740/3757] lr: 6.852e-05, eta: 1:40:29, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.5750, top5_acc: 0.7836, loss_cls: 1.8403, loss: 1.8403, grad_norm: 8.3114 2020-07-28 19:05:43,037 - mmaction - INFO - Epoch [178][1760/3757] lr: 6.852e-05, eta: 1:40:16, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5797, top5_acc: 0.7711, loss_cls: 1.7867, loss: 1.7867, grad_norm: 8.3396 2020-07-28 19:05:54,516 - mmaction - INFO - Epoch [178][1780/3757] lr: 6.852e-05, eta: 1:40:04, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5469, top5_acc: 0.7656, loss_cls: 1.9515, loss: 1.9515, grad_norm: 8.6901 2020-07-28 19:06:05,887 - mmaction - INFO - Epoch [178][1800/3757] lr: 6.852e-05, eta: 1:39:51, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5516, top5_acc: 0.7625, loss_cls: 1.9511, loss: 1.9511, grad_norm: 8.4414 2020-07-28 19:06:17,285 - mmaction - INFO - Epoch [178][1820/3757] lr: 6.852e-05, eta: 1:39:38, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5539, top5_acc: 0.7773, loss_cls: 1.8747, loss: 1.8747, grad_norm: 8.4414 2020-07-28 19:06:28,710 - mmaction - INFO - Epoch [178][1840/3757] lr: 6.852e-05, eta: 1:39:26, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5820, top5_acc: 0.7758, loss_cls: 1.8421, loss: 1.8421, grad_norm: 8.2211 2020-07-28 19:06:40,161 - mmaction - INFO - Epoch [178][1860/3757] lr: 6.852e-05, eta: 1:39:13, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5477, top5_acc: 0.7719, loss_cls: 1.9125, loss: 1.9125, grad_norm: 8.7999 2020-07-28 19:06:51,659 - mmaction - INFO - Epoch [178][1880/3757] lr: 6.852e-05, eta: 1:39:00, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5602, top5_acc: 0.7898, loss_cls: 1.8862, loss: 1.8862, grad_norm: 8.5265 2020-07-28 19:07:03,075 - mmaction - INFO - Epoch [178][1900/3757] lr: 6.852e-05, eta: 1:38:48, time: 0.571, data_time: 0.006, memory: 5232, top1_acc: 0.5609, top5_acc: 0.7750, loss_cls: 1.8928, loss: 1.8928, grad_norm: 8.3281 2020-07-28 19:07:14,535 - mmaction - INFO - Epoch [178][1920/3757] lr: 6.852e-05, eta: 1:38:35, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5648, top5_acc: 0.7742, loss_cls: 1.8983, loss: 1.8983, grad_norm: 8.2106 2020-07-28 19:07:25,851 - mmaction - INFO - Epoch [178][1940/3757] lr: 6.852e-05, eta: 1:38:22, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5672, top5_acc: 0.7914, loss_cls: 1.8116, loss: 1.8116, grad_norm: 8.2806 2020-07-28 19:07:37,214 - mmaction - INFO - Epoch [178][1960/3757] lr: 6.852e-05, eta: 1:38:10, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.6008, top5_acc: 0.8063, loss_cls: 1.7354, loss: 1.7354, grad_norm: 8.2268 2020-07-28 19:07:48,572 - mmaction - INFO - Epoch [178][1980/3757] lr: 6.852e-05, eta: 1:37:57, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.5594, top5_acc: 0.7883, loss_cls: 1.8757, loss: 1.8757, grad_norm: 8.2707 2020-07-28 19:07:59,953 - mmaction - INFO - Epoch [178][2000/3757] lr: 6.852e-05, eta: 1:37:44, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5750, top5_acc: 0.7789, loss_cls: 1.8297, loss: 1.8297, grad_norm: 8.1560 2020-07-28 19:08:11,465 - mmaction - INFO - Epoch [178][2020/3757] lr: 6.852e-05, eta: 1:37:32, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.5648, top5_acc: 0.7859, loss_cls: 1.8630, loss: 1.8630, grad_norm: 8.3745 2020-07-28 19:08:23,019 - mmaction - INFO - Epoch [178][2040/3757] lr: 6.852e-05, eta: 1:37:19, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.5672, top5_acc: 0.7648, loss_cls: 1.8827, loss: 1.8827, grad_norm: 8.5341 2020-07-28 19:08:34,343 - mmaction - INFO - Epoch [178][2060/3757] lr: 6.852e-05, eta: 1:37:06, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5906, top5_acc: 0.7828, loss_cls: 1.8057, loss: 1.8057, grad_norm: 8.1031 2020-07-28 19:08:45,823 - mmaction - INFO - Epoch [178][2080/3757] lr: 6.852e-05, eta: 1:36:54, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.5828, top5_acc: 0.7875, loss_cls: 1.8274, loss: 1.8274, grad_norm: 8.1205 2020-07-28 19:08:57,549 - mmaction - INFO - Epoch [178][2100/3757] lr: 6.852e-05, eta: 1:36:41, time: 0.586, data_time: 0.022, memory: 5232, top1_acc: 0.5633, top5_acc: 0.7742, loss_cls: 1.8651, loss: 1.8651, grad_norm: 8.2771 2020-07-28 19:09:09,017 - mmaction - INFO - Epoch [178][2120/3757] lr: 6.852e-05, eta: 1:36:28, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5391, top5_acc: 0.7531, loss_cls: 1.9929, loss: 1.9929, grad_norm: 8.3183 2020-07-28 19:09:20,422 - mmaction - INFO - Epoch [178][2140/3757] lr: 6.852e-05, eta: 1:36:16, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.5828, top5_acc: 0.7734, loss_cls: 1.9005, loss: 1.9005, grad_norm: 8.5304 2020-07-28 19:09:31,899 - mmaction - INFO - Epoch [178][2160/3757] lr: 6.852e-05, eta: 1:36:03, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5516, top5_acc: 0.7711, loss_cls: 1.9176, loss: 1.9176, grad_norm: 8.1779 2020-07-28 19:09:43,391 - mmaction - INFO - Epoch [178][2180/3757] lr: 6.852e-05, eta: 1:35:50, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.5695, top5_acc: 0.7867, loss_cls: 1.8596, loss: 1.8596, grad_norm: 8.2912 2020-07-28 19:09:54,779 - mmaction - INFO - Epoch [178][2200/3757] lr: 6.852e-05, eta: 1:35:38, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5695, top5_acc: 0.7930, loss_cls: 1.8311, loss: 1.8311, grad_norm: 8.2151 2020-07-28 19:10:06,240 - mmaction - INFO - Epoch [178][2220/3757] lr: 6.852e-05, eta: 1:35:25, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5977, top5_acc: 0.7977, loss_cls: 1.7599, loss: 1.7599, grad_norm: 7.9282 2020-07-28 19:10:17,587 - mmaction - INFO - Epoch [178][2240/3757] lr: 6.852e-05, eta: 1:35:12, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.5859, top5_acc: 0.7953, loss_cls: 1.7696, loss: 1.7696, grad_norm: 8.0757 2020-07-28 19:10:29,092 - mmaction - INFO - Epoch [178][2260/3757] lr: 6.852e-05, eta: 1:35:00, time: 0.574, data_time: 0.008, memory: 5232, top1_acc: 0.5711, top5_acc: 0.7797, loss_cls: 1.8476, loss: 1.8476, grad_norm: 8.0960 2020-07-28 19:10:40,533 - mmaction - INFO - Epoch [178][2280/3757] lr: 6.852e-05, eta: 1:34:47, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.5781, top5_acc: 0.7656, loss_cls: 1.8850, loss: 1.8850, grad_norm: 8.4694 2020-07-28 19:10:52,052 - mmaction - INFO - Epoch [178][2300/3757] lr: 6.852e-05, eta: 1:34:34, time: 0.576, data_time: 0.004, memory: 5232, top1_acc: 0.5625, top5_acc: 0.7883, loss_cls: 1.7941, loss: 1.7941, grad_norm: 8.1102 2020-07-28 19:11:03,438 - mmaction - INFO - Epoch [178][2320/3757] lr: 6.852e-05, eta: 1:34:22, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5781, top5_acc: 0.7656, loss_cls: 1.8830, loss: 1.8830, grad_norm: 8.2899 2020-07-28 19:11:14,881 - mmaction - INFO - Epoch [178][2340/3757] lr: 6.852e-05, eta: 1:34:09, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5781, top5_acc: 0.7781, loss_cls: 1.8503, loss: 1.8503, grad_norm: 8.4566 2020-07-28 19:11:26,724 - mmaction - INFO - Epoch [178][2360/3757] lr: 6.852e-05, eta: 1:33:56, time: 0.593, data_time: 0.030, memory: 5232, top1_acc: 0.5555, top5_acc: 0.7578, loss_cls: 1.9417, loss: 1.9417, grad_norm: 8.6312 2020-07-28 19:11:37,978 - mmaction - INFO - Epoch [178][2380/3757] lr: 6.852e-05, eta: 1:33:44, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.5844, top5_acc: 0.7859, loss_cls: 1.8263, loss: 1.8263, grad_norm: 8.2929 2020-07-28 19:11:53,383 - mmaction - INFO - Epoch [178][2400/3757] lr: 6.852e-05, eta: 1:33:31, time: 0.770, data_time: 0.184, memory: 5232, top1_acc: 0.5500, top5_acc: 0.7805, loss_cls: 1.8561, loss: 1.8561, grad_norm: 8.2268 2020-07-28 19:12:09,438 - mmaction - INFO - Epoch [178][2420/3757] lr: 6.852e-05, eta: 1:33:18, time: 0.803, data_time: 0.231, memory: 5232, top1_acc: 0.5687, top5_acc: 0.7680, loss_cls: 1.8915, loss: 1.8915, grad_norm: 8.2632 2020-07-28 19:12:25,712 - mmaction - INFO - Epoch [178][2440/3757] lr: 6.852e-05, eta: 1:33:06, time: 0.813, data_time: 0.246, memory: 5232, top1_acc: 0.5672, top5_acc: 0.7867, loss_cls: 1.8567, loss: 1.8567, grad_norm: 8.4588 2020-07-28 19:12:41,976 - mmaction - INFO - Epoch [178][2460/3757] lr: 6.852e-05, eta: 1:32:53, time: 0.813, data_time: 0.231, memory: 5232, top1_acc: 0.5680, top5_acc: 0.7844, loss_cls: 1.8735, loss: 1.8735, grad_norm: 8.4916 2020-07-28 19:12:57,492 - mmaction - INFO - Epoch [178][2480/3757] lr: 6.852e-05, eta: 1:32:41, time: 0.776, data_time: 0.136, memory: 5232, top1_acc: 0.5875, top5_acc: 0.7805, loss_cls: 1.8615, loss: 1.8615, grad_norm: 8.0958 2020-07-28 19:13:12,858 - mmaction - INFO - Epoch [178][2500/3757] lr: 6.852e-05, eta: 1:32:28, time: 0.768, data_time: 0.191, memory: 5232, top1_acc: 0.5844, top5_acc: 0.7953, loss_cls: 1.7903, loss: 1.7903, grad_norm: 7.9223 2020-07-28 19:13:24,350 - mmaction - INFO - Epoch [178][2520/3757] lr: 6.852e-05, eta: 1:32:15, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.5734, top5_acc: 0.7891, loss_cls: 1.8504, loss: 1.8504, grad_norm: 8.2053 2020-07-28 19:13:35,742 - mmaction - INFO - Epoch [178][2540/3757] lr: 6.852e-05, eta: 1:32:03, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5578, top5_acc: 0.7766, loss_cls: 1.8872, loss: 1.8872, grad_norm: 8.3171 2020-07-28 19:13:47,224 - mmaction - INFO - Epoch [178][2560/3757] lr: 6.852e-05, eta: 1:31:50, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5648, top5_acc: 0.7797, loss_cls: 1.8992, loss: 1.8992, grad_norm: 8.4955 2020-07-28 19:13:58,687 - mmaction - INFO - Epoch [178][2580/3757] lr: 6.852e-05, eta: 1:31:37, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5602, top5_acc: 0.7789, loss_cls: 1.8931, loss: 1.8931, grad_norm: 8.4558 2020-07-28 19:14:10,133 - mmaction - INFO - Epoch [178][2600/3757] lr: 6.852e-05, eta: 1:31:25, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5828, top5_acc: 0.7812, loss_cls: 1.7928, loss: 1.7928, grad_norm: 7.9442 2020-07-28 19:14:21,494 - mmaction - INFO - Epoch [178][2620/3757] lr: 6.852e-05, eta: 1:31:12, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.5578, top5_acc: 0.7797, loss_cls: 1.8553, loss: 1.8553, grad_norm: 8.3054 2020-07-28 19:14:32,980 - mmaction - INFO - Epoch [178][2640/3757] lr: 6.852e-05, eta: 1:30:59, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5938, top5_acc: 0.7961, loss_cls: 1.7373, loss: 1.7373, grad_norm: 8.0563 2020-07-28 19:14:44,420 - mmaction - INFO - Epoch [178][2660/3757] lr: 6.852e-05, eta: 1:30:47, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5766, top5_acc: 0.7648, loss_cls: 1.8378, loss: 1.8378, grad_norm: 8.3864 2020-07-28 19:14:55,797 - mmaction - INFO - Epoch [178][2680/3757] lr: 6.852e-05, eta: 1:30:34, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5516, top5_acc: 0.7734, loss_cls: 1.8949, loss: 1.8949, grad_norm: 8.5738 2020-07-28 19:15:07,369 - mmaction - INFO - Epoch [178][2700/3757] lr: 6.852e-05, eta: 1:30:21, time: 0.578, data_time: 0.011, memory: 5232, top1_acc: 0.5633, top5_acc: 0.7680, loss_cls: 1.8960, loss: 1.8960, grad_norm: 8.2989 2020-07-28 19:15:18,761 - mmaction - INFO - Epoch [178][2720/3757] lr: 6.852e-05, eta: 1:30:09, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.5609, top5_acc: 0.7898, loss_cls: 1.8893, loss: 1.8893, grad_norm: 8.3680 2020-07-28 19:15:30,135 - mmaction - INFO - Epoch [178][2740/3757] lr: 6.852e-05, eta: 1:29:56, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5836, top5_acc: 0.7906, loss_cls: 1.8111, loss: 1.8111, grad_norm: 8.3674 2020-07-28 19:15:41,573 - mmaction - INFO - Epoch [178][2760/3757] lr: 6.852e-05, eta: 1:29:43, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5781, top5_acc: 0.7867, loss_cls: 1.8099, loss: 1.8099, grad_norm: 8.3850 2020-07-28 19:15:53,242 - mmaction - INFO - Epoch [178][2780/3757] lr: 6.852e-05, eta: 1:29:31, time: 0.584, data_time: 0.017, memory: 5232, top1_acc: 0.5773, top5_acc: 0.7812, loss_cls: 1.8420, loss: 1.8420, grad_norm: 8.0050 2020-07-28 19:16:05,044 - mmaction - INFO - Epoch [178][2800/3757] lr: 6.852e-05, eta: 1:29:18, time: 0.590, data_time: 0.025, memory: 5232, top1_acc: 0.5539, top5_acc: 0.7836, loss_cls: 1.9022, loss: 1.9022, grad_norm: 8.3932 2020-07-28 19:16:16,723 - mmaction - INFO - Epoch [178][2820/3757] lr: 6.852e-05, eta: 1:29:05, time: 0.585, data_time: 0.017, memory: 5232, top1_acc: 0.5602, top5_acc: 0.7695, loss_cls: 1.8832, loss: 1.8832, grad_norm: 8.3179 2020-07-28 19:16:28,483 - mmaction - INFO - Epoch [178][2840/3757] lr: 6.852e-05, eta: 1:28:53, time: 0.588, data_time: 0.025, memory: 5232, top1_acc: 0.5867, top5_acc: 0.7820, loss_cls: 1.8209, loss: 1.8209, grad_norm: 8.2883 2020-07-28 19:16:40,235 - mmaction - INFO - Epoch [178][2860/3757] lr: 6.852e-05, eta: 1:28:40, time: 0.587, data_time: 0.015, memory: 5232, top1_acc: 0.5766, top5_acc: 0.7820, loss_cls: 1.8182, loss: 1.8182, grad_norm: 7.9976 2020-07-28 19:16:51,572 - mmaction - INFO - Epoch [178][2880/3757] lr: 6.852e-05, eta: 1:28:27, time: 0.567, data_time: 0.004, memory: 5232, top1_acc: 0.5656, top5_acc: 0.7695, loss_cls: 1.9601, loss: 1.9601, grad_norm: 8.6511 2020-07-28 19:17:02,939 - mmaction - INFO - Epoch [178][2900/3757] lr: 6.852e-05, eta: 1:28:15, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5797, top5_acc: 0.7680, loss_cls: 1.8949, loss: 1.8949, grad_norm: 8.4581 2020-07-28 19:17:14,374 - mmaction - INFO - Epoch [178][2920/3757] lr: 6.852e-05, eta: 1:28:02, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5633, top5_acc: 0.7781, loss_cls: 1.8703, loss: 1.8703, grad_norm: 8.3188 2020-07-28 19:17:25,894 - mmaction - INFO - Epoch [178][2940/3757] lr: 6.852e-05, eta: 1:27:49, time: 0.576, data_time: 0.002, memory: 5232, top1_acc: 0.5500, top5_acc: 0.7664, loss_cls: 1.9683, loss: 1.9683, grad_norm: 8.6090 2020-07-28 19:17:37,395 - mmaction - INFO - Epoch [178][2960/3757] lr: 6.852e-05, eta: 1:27:37, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5766, top5_acc: 0.7633, loss_cls: 1.8755, loss: 1.8755, grad_norm: 8.2116 2020-07-28 19:17:48,853 - mmaction - INFO - Epoch [178][2980/3757] lr: 6.852e-05, eta: 1:27:24, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5961, top5_acc: 0.7672, loss_cls: 1.8293, loss: 1.8293, grad_norm: 7.8756 2020-07-28 19:18:00,701 - mmaction - INFO - Epoch [178][3000/3757] lr: 6.852e-05, eta: 1:27:11, time: 0.592, data_time: 0.030, memory: 5232, top1_acc: 0.5664, top5_acc: 0.7844, loss_cls: 1.8772, loss: 1.8772, grad_norm: 8.7791 2020-07-28 19:18:12,186 - mmaction - INFO - Epoch [178][3020/3757] lr: 6.852e-05, eta: 1:26:59, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5750, top5_acc: 0.7922, loss_cls: 1.7954, loss: 1.7954, grad_norm: 8.2614 2020-07-28 19:18:23,579 - mmaction - INFO - Epoch [178][3040/3757] lr: 6.852e-05, eta: 1:26:46, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5813, top5_acc: 0.7773, loss_cls: 1.8712, loss: 1.8712, grad_norm: 8.3551 2020-07-28 19:18:34,951 - mmaction - INFO - Epoch [178][3060/3757] lr: 6.852e-05, eta: 1:26:33, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5609, top5_acc: 0.7859, loss_cls: 1.9052, loss: 1.9052, grad_norm: 8.3787 2020-07-28 19:18:46,330 - mmaction - INFO - Epoch [178][3080/3757] lr: 6.852e-05, eta: 1:26:21, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.6047, top5_acc: 0.7914, loss_cls: 1.7494, loss: 1.7494, grad_norm: 7.8244 2020-07-28 19:18:57,724 - mmaction - INFO - Epoch [178][3100/3757] lr: 6.852e-05, eta: 1:26:08, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5734, top5_acc: 0.7977, loss_cls: 1.8061, loss: 1.8061, grad_norm: 8.2191 2020-07-28 19:19:09,148 - mmaction - INFO - Epoch [178][3120/3757] lr: 6.852e-05, eta: 1:25:55, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5445, top5_acc: 0.7609, loss_cls: 1.9907, loss: 1.9907, grad_norm: 8.3206 2020-07-28 19:19:20,560 - mmaction - INFO - Epoch [178][3140/3757] lr: 6.852e-05, eta: 1:25:43, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.5813, top5_acc: 0.7945, loss_cls: 1.8383, loss: 1.8383, grad_norm: 8.2511 2020-07-28 19:19:31,992 - mmaction - INFO - Epoch [178][3160/3757] lr: 6.852e-05, eta: 1:25:30, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5891, top5_acc: 0.7961, loss_cls: 1.7787, loss: 1.7787, grad_norm: 8.1080 2020-07-28 19:19:43,413 - mmaction - INFO - Epoch [178][3180/3757] lr: 6.852e-05, eta: 1:25:17, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5836, top5_acc: 0.7688, loss_cls: 1.8859, loss: 1.8859, grad_norm: 8.2500 2020-07-28 19:19:54,869 - mmaction - INFO - Epoch [178][3200/3757] lr: 6.852e-05, eta: 1:25:05, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5563, top5_acc: 0.7695, loss_cls: 1.8875, loss: 1.8875, grad_norm: 8.5838 2020-07-28 19:20:06,255 - mmaction - INFO - Epoch [178][3220/3757] lr: 6.852e-05, eta: 1:24:52, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.5953, top5_acc: 0.7844, loss_cls: 1.7746, loss: 1.7746, grad_norm: 8.1110 2020-07-28 19:20:17,702 - mmaction - INFO - Epoch [178][3240/3757] lr: 6.852e-05, eta: 1:24:39, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.5531, top5_acc: 0.7922, loss_cls: 1.8877, loss: 1.8877, grad_norm: 8.3711 2020-07-28 19:20:29,072 - mmaction - INFO - Epoch [178][3260/3757] lr: 6.852e-05, eta: 1:24:27, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5687, top5_acc: 0.7781, loss_cls: 1.8552, loss: 1.8552, grad_norm: 8.2376 2020-07-28 19:20:40,558 - mmaction - INFO - Epoch [178][3280/3757] lr: 6.852e-05, eta: 1:24:14, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5891, top5_acc: 0.7930, loss_cls: 1.7979, loss: 1.7979, grad_norm: 8.1727 2020-07-28 19:20:51,982 - mmaction - INFO - Epoch [178][3300/3757] lr: 6.852e-05, eta: 1:24:01, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5930, top5_acc: 0.7867, loss_cls: 1.7869, loss: 1.7869, grad_norm: 8.2062 2020-07-28 19:21:03,344 - mmaction - INFO - Epoch [178][3320/3757] lr: 6.852e-05, eta: 1:23:49, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5828, top5_acc: 0.7812, loss_cls: 1.8065, loss: 1.8065, grad_norm: 8.1826 2020-07-28 19:21:14,837 - mmaction - INFO - Epoch [178][3340/3757] lr: 6.852e-05, eta: 1:23:36, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5758, top5_acc: 0.7914, loss_cls: 1.8380, loss: 1.8380, grad_norm: 8.2752 2020-07-28 19:21:26,194 - mmaction - INFO - Epoch [178][3360/3757] lr: 6.852e-05, eta: 1:23:23, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5766, top5_acc: 0.7688, loss_cls: 1.8839, loss: 1.8839, grad_norm: 8.1958 2020-07-28 19:21:37,536 - mmaction - INFO - Epoch [178][3380/3757] lr: 6.852e-05, eta: 1:23:11, time: 0.567, data_time: 0.004, memory: 5232, top1_acc: 0.5687, top5_acc: 0.7844, loss_cls: 1.8325, loss: 1.8325, grad_norm: 8.3473 2020-07-28 19:21:48,890 - mmaction - INFO - Epoch [178][3400/3757] lr: 6.852e-05, eta: 1:22:58, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.5813, top5_acc: 0.7734, loss_cls: 1.8409, loss: 1.8409, grad_norm: 8.2883 2020-07-28 19:22:00,228 - mmaction - INFO - Epoch [178][3420/3757] lr: 6.852e-05, eta: 1:22:45, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5828, top5_acc: 0.7945, loss_cls: 1.7862, loss: 1.7862, grad_norm: 8.3259 2020-07-28 19:22:11,640 - mmaction - INFO - Epoch [178][3440/3757] lr: 6.852e-05, eta: 1:22:33, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.5563, top5_acc: 0.7781, loss_cls: 1.8873, loss: 1.8873, grad_norm: 8.2482 2020-07-28 19:22:23,063 - mmaction - INFO - Epoch [178][3460/3757] lr: 6.852e-05, eta: 1:22:20, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5984, top5_acc: 0.7953, loss_cls: 1.7988, loss: 1.7988, grad_norm: 8.0697 2020-07-28 19:22:34,437 - mmaction - INFO - Epoch [178][3480/3757] lr: 6.852e-05, eta: 1:22:07, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5664, top5_acc: 0.7750, loss_cls: 1.9033, loss: 1.9033, grad_norm: 8.5085 2020-07-28 19:22:45,985 - mmaction - INFO - Epoch [178][3500/3757] lr: 6.852e-05, eta: 1:21:55, time: 0.577, data_time: 0.003, memory: 5232, top1_acc: 0.5883, top5_acc: 0.7781, loss_cls: 1.8649, loss: 1.8649, grad_norm: 8.4296 2020-07-28 19:22:57,375 - mmaction - INFO - Epoch [178][3520/3757] lr: 6.852e-05, eta: 1:21:42, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5719, top5_acc: 0.7984, loss_cls: 1.8177, loss: 1.8177, grad_norm: 8.4751 2020-07-28 19:23:08,764 - mmaction - INFO - Epoch [178][3540/3757] lr: 6.852e-05, eta: 1:21:29, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5820, top5_acc: 0.7695, loss_cls: 1.8168, loss: 1.8168, grad_norm: 8.1480 2020-07-28 19:23:20,176 - mmaction - INFO - Epoch [178][3560/3757] lr: 6.852e-05, eta: 1:21:17, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5437, top5_acc: 0.7859, loss_cls: 1.8964, loss: 1.8964, grad_norm: 8.6588 2020-07-28 19:23:31,528 - mmaction - INFO - Epoch [178][3580/3757] lr: 6.852e-05, eta: 1:21:04, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5719, top5_acc: 0.7789, loss_cls: 1.8690, loss: 1.8690, grad_norm: 8.6716 2020-07-28 19:23:43,012 - mmaction - INFO - Epoch [178][3600/3757] lr: 6.852e-05, eta: 1:20:51, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5461, top5_acc: 0.7555, loss_cls: 1.9937, loss: 1.9937, grad_norm: 8.6250 2020-07-28 19:23:54,389 - mmaction - INFO - Epoch [178][3620/3757] lr: 6.852e-05, eta: 1:20:39, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5484, top5_acc: 0.7750, loss_cls: 1.9525, loss: 1.9525, grad_norm: 8.5690 2020-07-28 19:24:06,582 - mmaction - INFO - Epoch [178][3640/3757] lr: 6.852e-05, eta: 1:20:26, time: 0.610, data_time: 0.044, memory: 5232, top1_acc: 0.5664, top5_acc: 0.7875, loss_cls: 1.8774, loss: 1.8774, grad_norm: 8.4450 2020-07-28 19:24:18,041 - mmaction - INFO - Epoch [178][3660/3757] lr: 6.852e-05, eta: 1:20:13, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5891, top5_acc: 0.7852, loss_cls: 1.8013, loss: 1.8013, grad_norm: 8.2576 2020-07-28 19:24:29,579 - mmaction - INFO - Epoch [178][3680/3757] lr: 6.852e-05, eta: 1:20:01, time: 0.577, data_time: 0.004, memory: 5232, top1_acc: 0.5516, top5_acc: 0.7828, loss_cls: 1.8672, loss: 1.8672, grad_norm: 8.2810 2020-07-28 19:24:40,961 - mmaction - INFO - Epoch [178][3700/3757] lr: 6.852e-05, eta: 1:19:48, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5781, top5_acc: 0.7914, loss_cls: 1.8628, loss: 1.8628, grad_norm: 8.2804 2020-07-28 19:24:52,351 - mmaction - INFO - Epoch [178][3720/3757] lr: 6.852e-05, eta: 1:19:35, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5695, top5_acc: 0.7703, loss_cls: 1.8922, loss: 1.8922, grad_norm: 8.4149 2020-07-28 19:25:03,762 - mmaction - INFO - Epoch [178][3740/3757] lr: 6.852e-05, eta: 1:19:23, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5680, top5_acc: 0.7820, loss_cls: 1.8608, loss: 1.8608, grad_norm: 8.2280 2020-07-28 19:29:07,908 - mmaction - INFO - Epoch [179][20/3757] lr: 3.046e-05, eta: 1:19:02, time: 11.167, data_time: 10.468, memory: 5232, top1_acc: 0.5820, top5_acc: 0.7789, loss_cls: 1.8732, loss: 1.8732, grad_norm: 8.2107 2020-07-28 19:29:19,292 - mmaction - INFO - Epoch [179][40/3757] lr: 3.046e-05, eta: 1:18:49, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.5891, top5_acc: 0.7945, loss_cls: 1.7306, loss: 1.7306, grad_norm: 7.8535 2020-07-28 19:29:30,556 - mmaction - INFO - Epoch [179][60/3757] lr: 3.046e-05, eta: 1:18:37, time: 0.563, data_time: 0.002, memory: 5232, top1_acc: 0.5539, top5_acc: 0.7703, loss_cls: 1.9463, loss: 1.9463, grad_norm: 8.4830 2020-07-28 19:29:41,903 - mmaction - INFO - Epoch [179][80/3757] lr: 3.046e-05, eta: 1:18:24, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.5508, top5_acc: 0.7656, loss_cls: 1.9046, loss: 1.9046, grad_norm: 8.6237 2020-07-28 19:29:53,259 - mmaction - INFO - Epoch [179][100/3757] lr: 3.046e-05, eta: 1:18:11, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5789, top5_acc: 0.7945, loss_cls: 1.8758, loss: 1.8758, grad_norm: 8.2727 2020-07-28 19:30:04,675 - mmaction - INFO - Epoch [179][120/3757] lr: 3.046e-05, eta: 1:17:59, time: 0.571, data_time: 0.009, memory: 5232, top1_acc: 0.5687, top5_acc: 0.7648, loss_cls: 1.9231, loss: 1.9231, grad_norm: 8.3197 2020-07-28 19:30:16,055 - mmaction - INFO - Epoch [179][140/3757] lr: 3.046e-05, eta: 1:17:46, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.5477, top5_acc: 0.7555, loss_cls: 1.9612, loss: 1.9612, grad_norm: 8.4586 2020-07-28 19:30:27,369 - mmaction - INFO - Epoch [179][160/3757] lr: 3.046e-05, eta: 1:17:33, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.5805, top5_acc: 0.7820, loss_cls: 1.7965, loss: 1.7965, grad_norm: 8.0597 2020-07-28 19:30:38,717 - mmaction - INFO - Epoch [179][180/3757] lr: 3.046e-05, eta: 1:17:21, time: 0.568, data_time: 0.004, memory: 5232, top1_acc: 0.5516, top5_acc: 0.7766, loss_cls: 1.9165, loss: 1.9165, grad_norm: 8.1753 2020-07-28 19:30:50,048 - mmaction - INFO - Epoch [179][200/3757] lr: 3.046e-05, eta: 1:17:08, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5656, top5_acc: 0.7812, loss_cls: 1.8261, loss: 1.8261, grad_norm: 8.3623 2020-07-28 19:31:01,479 - mmaction - INFO - Epoch [179][220/3757] lr: 3.046e-05, eta: 1:16:55, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5797, top5_acc: 0.7891, loss_cls: 1.8347, loss: 1.8347, grad_norm: 8.2760 2020-07-28 19:31:12,887 - mmaction - INFO - Epoch [179][240/3757] lr: 3.046e-05, eta: 1:16:43, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5703, top5_acc: 0.7688, loss_cls: 1.8906, loss: 1.8906, grad_norm: 8.4827 2020-07-28 19:31:28,365 - mmaction - INFO - Epoch [179][260/3757] lr: 3.046e-05, eta: 1:16:30, time: 0.774, data_time: 0.208, memory: 5232, top1_acc: 0.5875, top5_acc: 0.7844, loss_cls: 1.8103, loss: 1.8103, grad_norm: 8.1553 2020-07-28 19:31:40,079 - mmaction - INFO - Epoch [179][280/3757] lr: 3.046e-05, eta: 1:16:17, time: 0.586, data_time: 0.025, memory: 5232, top1_acc: 0.5563, top5_acc: 0.7844, loss_cls: 1.8721, loss: 1.8721, grad_norm: 8.2877 2020-07-28 19:31:52,146 - mmaction - INFO - Epoch [179][300/3757] lr: 3.046e-05, eta: 1:16:05, time: 0.603, data_time: 0.025, memory: 5232, top1_acc: 0.5711, top5_acc: 0.7867, loss_cls: 1.8698, loss: 1.8698, grad_norm: 8.4396 2020-07-28 19:32:03,481 - mmaction - INFO - Epoch [179][320/3757] lr: 3.046e-05, eta: 1:15:52, time: 0.567, data_time: 0.004, memory: 5232, top1_acc: 0.5672, top5_acc: 0.7766, loss_cls: 1.9195, loss: 1.9195, grad_norm: 8.3636 2020-07-28 19:32:14,900 - mmaction - INFO - Epoch [179][340/3757] lr: 3.046e-05, eta: 1:15:39, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5711, top5_acc: 0.7820, loss_cls: 1.8494, loss: 1.8494, grad_norm: 8.4566 2020-07-28 19:32:26,283 - mmaction - INFO - Epoch [179][360/3757] lr: 3.046e-05, eta: 1:15:27, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5719, top5_acc: 0.7781, loss_cls: 1.8506, loss: 1.8506, grad_norm: 7.8990 2020-07-28 19:32:37,745 - mmaction - INFO - Epoch [179][380/3757] lr: 3.046e-05, eta: 1:15:14, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5625, top5_acc: 0.7867, loss_cls: 1.8488, loss: 1.8488, grad_norm: 8.5288 2020-07-28 19:32:49,165 - mmaction - INFO - Epoch [179][400/3757] lr: 3.046e-05, eta: 1:15:01, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5773, top5_acc: 0.7594, loss_cls: 1.8518, loss: 1.8518, grad_norm: 8.3064 2020-07-28 19:33:00,517 - mmaction - INFO - Epoch [179][420/3757] lr: 3.046e-05, eta: 1:14:49, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5875, top5_acc: 0.7875, loss_cls: 1.8064, loss: 1.8064, grad_norm: 8.1192 2020-07-28 19:33:11,953 - mmaction - INFO - Epoch [179][440/3757] lr: 3.046e-05, eta: 1:14:36, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5945, top5_acc: 0.7922, loss_cls: 1.7557, loss: 1.7557, grad_norm: 8.0854 2020-07-28 19:33:23,408 - mmaction - INFO - Epoch [179][460/3757] lr: 3.046e-05, eta: 1:14:23, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5797, top5_acc: 0.7781, loss_cls: 1.8488, loss: 1.8488, grad_norm: 8.1824 2020-07-28 19:33:34,787 - mmaction - INFO - Epoch [179][480/3757] lr: 3.046e-05, eta: 1:14:11, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5430, top5_acc: 0.7664, loss_cls: 1.9768, loss: 1.9768, grad_norm: 8.6044 2020-07-28 19:33:46,176 - mmaction - INFO - Epoch [179][500/3757] lr: 3.046e-05, eta: 1:13:58, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5727, top5_acc: 0.7797, loss_cls: 1.8567, loss: 1.8567, grad_norm: 8.3071 2020-07-28 19:33:57,490 - mmaction - INFO - Epoch [179][520/3757] lr: 3.046e-05, eta: 1:13:45, time: 0.566, data_time: 0.004, memory: 5232, top1_acc: 0.5883, top5_acc: 0.7891, loss_cls: 1.7871, loss: 1.7871, grad_norm: 8.0199 2020-07-28 19:34:08,861 - mmaction - INFO - Epoch [179][540/3757] lr: 3.046e-05, eta: 1:13:32, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5555, top5_acc: 0.7836, loss_cls: 1.9311, loss: 1.9311, grad_norm: 8.3975 2020-07-28 19:34:20,272 - mmaction - INFO - Epoch [179][560/3757] lr: 3.046e-05, eta: 1:13:20, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5687, top5_acc: 0.7766, loss_cls: 1.8711, loss: 1.8711, grad_norm: 8.4398 2020-07-28 19:34:31,695 - mmaction - INFO - Epoch [179][580/3757] lr: 3.046e-05, eta: 1:13:07, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5609, top5_acc: 0.7594, loss_cls: 1.9491, loss: 1.9491, grad_norm: 8.5007 2020-07-28 19:34:43,073 - mmaction - INFO - Epoch [179][600/3757] lr: 3.046e-05, eta: 1:12:54, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.5977, top5_acc: 0.8086, loss_cls: 1.6887, loss: 1.6887, grad_norm: 8.0931 2020-07-28 19:34:54,557 - mmaction - INFO - Epoch [179][620/3757] lr: 3.046e-05, eta: 1:12:42, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5781, top5_acc: 0.7812, loss_cls: 1.8351, loss: 1.8351, grad_norm: 7.9465 2020-07-28 19:35:05,923 - mmaction - INFO - Epoch [179][640/3757] lr: 3.046e-05, eta: 1:12:29, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5711, top5_acc: 0.7648, loss_cls: 1.8956, loss: 1.8956, grad_norm: 8.3819 2020-07-28 19:35:17,399 - mmaction - INFO - Epoch [179][660/3757] lr: 3.046e-05, eta: 1:12:16, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5547, top5_acc: 0.7719, loss_cls: 1.9250, loss: 1.9250, grad_norm: 8.5224 2020-07-28 19:35:28,959 - mmaction - INFO - Epoch [179][680/3757] lr: 3.046e-05, eta: 1:12:04, time: 0.578, data_time: 0.020, memory: 5232, top1_acc: 0.5672, top5_acc: 0.7805, loss_cls: 1.8741, loss: 1.8741, grad_norm: 8.3718 2020-07-28 19:35:40,464 - mmaction - INFO - Epoch [179][700/3757] lr: 3.046e-05, eta: 1:11:51, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5820, top5_acc: 0.8008, loss_cls: 1.7451, loss: 1.7451, grad_norm: 8.1788 2020-07-28 19:35:51,906 - mmaction - INFO - Epoch [179][720/3757] lr: 3.046e-05, eta: 1:11:38, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5836, top5_acc: 0.7820, loss_cls: 1.8232, loss: 1.8232, grad_norm: 8.3506 2020-07-28 19:36:03,610 - mmaction - INFO - Epoch [179][740/3757] lr: 3.046e-05, eta: 1:11:26, time: 0.585, data_time: 0.025, memory: 5232, top1_acc: 0.5727, top5_acc: 0.7766, loss_cls: 1.8645, loss: 1.8645, grad_norm: 8.2879 2020-07-28 19:36:15,036 - mmaction - INFO - Epoch [179][760/3757] lr: 3.046e-05, eta: 1:11:13, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5563, top5_acc: 0.7859, loss_cls: 1.8496, loss: 1.8496, grad_norm: 8.2194 2020-07-28 19:36:26,387 - mmaction - INFO - Epoch [179][780/3757] lr: 3.046e-05, eta: 1:11:00, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5484, top5_acc: 0.7805, loss_cls: 1.9070, loss: 1.9070, grad_norm: 8.5290 2020-07-28 19:36:37,706 - mmaction - INFO - Epoch [179][800/3757] lr: 3.046e-05, eta: 1:10:48, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5703, top5_acc: 0.7742, loss_cls: 1.8757, loss: 1.8757, grad_norm: 8.3340 2020-07-28 19:36:49,154 - mmaction - INFO - Epoch [179][820/3757] lr: 3.046e-05, eta: 1:10:35, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5844, top5_acc: 0.7820, loss_cls: 1.7889, loss: 1.7889, grad_norm: 8.0126 2020-07-28 19:37:00,705 - mmaction - INFO - Epoch [179][840/3757] lr: 3.046e-05, eta: 1:10:22, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.5961, top5_acc: 0.8172, loss_cls: 1.6965, loss: 1.6965, grad_norm: 8.0562 2020-07-28 19:37:12,139 - mmaction - INFO - Epoch [179][860/3757] lr: 3.046e-05, eta: 1:10:10, time: 0.572, data_time: 0.001, memory: 5232, top1_acc: 0.5750, top5_acc: 0.8047, loss_cls: 1.7720, loss: 1.7720, grad_norm: 8.1920 2020-07-28 19:37:23,609 - mmaction - INFO - Epoch [179][880/3757] lr: 3.046e-05, eta: 1:09:57, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5570, top5_acc: 0.7742, loss_cls: 1.8743, loss: 1.8743, grad_norm: 8.3146 2020-07-28 19:37:35,126 - mmaction - INFO - Epoch [179][900/3757] lr: 3.046e-05, eta: 1:09:44, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5758, top5_acc: 0.7828, loss_cls: 1.7702, loss: 1.7702, grad_norm: 8.0884 2020-07-28 19:37:46,514 - mmaction - INFO - Epoch [179][920/3757] lr: 3.046e-05, eta: 1:09:32, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5727, top5_acc: 0.7750, loss_cls: 1.8819, loss: 1.8819, grad_norm: 8.4468 2020-07-28 19:37:57,890 - mmaction - INFO - Epoch [179][940/3757] lr: 3.046e-05, eta: 1:09:19, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5523, top5_acc: 0.7656, loss_cls: 1.9416, loss: 1.9416, grad_norm: 8.7921 2020-07-28 19:38:09,626 - mmaction - INFO - Epoch [179][960/3757] lr: 3.046e-05, eta: 1:09:06, time: 0.587, data_time: 0.024, memory: 5232, top1_acc: 0.6023, top5_acc: 0.8086, loss_cls: 1.7178, loss: 1.7178, grad_norm: 7.9950 2020-07-28 19:38:21,097 - mmaction - INFO - Epoch [179][980/3757] lr: 3.046e-05, eta: 1:08:54, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5711, top5_acc: 0.7773, loss_cls: 1.8668, loss: 1.8668, grad_norm: 8.4024 2020-07-28 19:38:32,496 - mmaction - INFO - Epoch [179][1000/3757] lr: 3.046e-05, eta: 1:08:41, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5742, top5_acc: 0.7805, loss_cls: 1.8335, loss: 1.8335, grad_norm: 8.4477 2020-07-28 19:38:43,981 - mmaction - INFO - Epoch [179][1020/3757] lr: 3.046e-05, eta: 1:08:28, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5758, top5_acc: 0.7766, loss_cls: 1.8219, loss: 1.8219, grad_norm: 8.2538 2020-07-28 19:38:55,443 - mmaction - INFO - Epoch [179][1040/3757] lr: 3.046e-05, eta: 1:08:16, time: 0.573, data_time: 0.008, memory: 5232, top1_acc: 0.5680, top5_acc: 0.7883, loss_cls: 1.8285, loss: 1.8285, grad_norm: 8.4488 2020-07-28 19:39:06,864 - mmaction - INFO - Epoch [179][1060/3757] lr: 3.046e-05, eta: 1:08:03, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5672, top5_acc: 0.7781, loss_cls: 1.8417, loss: 1.8417, grad_norm: 8.1299 2020-07-28 19:39:18,311 - mmaction - INFO - Epoch [179][1080/3757] lr: 3.046e-05, eta: 1:07:50, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5508, top5_acc: 0.7805, loss_cls: 1.9221, loss: 1.9221, grad_norm: 8.6818 2020-07-28 19:39:29,737 - mmaction - INFO - Epoch [179][1100/3757] lr: 3.046e-05, eta: 1:07:38, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5820, top5_acc: 0.7969, loss_cls: 1.8225, loss: 1.8225, grad_norm: 8.4412 2020-07-28 19:39:41,179 - mmaction - INFO - Epoch [179][1120/3757] lr: 3.046e-05, eta: 1:07:25, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5586, top5_acc: 0.7703, loss_cls: 1.9305, loss: 1.9305, grad_norm: 8.6121 2020-07-28 19:39:52,654 - mmaction - INFO - Epoch [179][1140/3757] lr: 3.046e-05, eta: 1:07:12, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5813, top5_acc: 0.7820, loss_cls: 1.8003, loss: 1.8003, grad_norm: 8.3038 2020-07-28 19:40:04,155 - mmaction - INFO - Epoch [179][1160/3757] lr: 3.046e-05, eta: 1:07:00, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5680, top5_acc: 0.7805, loss_cls: 1.8567, loss: 1.8567, grad_norm: 8.3016 2020-07-28 19:40:15,596 - mmaction - INFO - Epoch [179][1180/3757] lr: 3.046e-05, eta: 1:06:47, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5563, top5_acc: 0.7734, loss_cls: 1.8968, loss: 1.8968, grad_norm: 8.5209 2020-07-28 19:40:26,990 - mmaction - INFO - Epoch [179][1200/3757] lr: 3.046e-05, eta: 1:06:34, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5758, top5_acc: 0.7742, loss_cls: 1.8310, loss: 1.8310, grad_norm: 8.2918 2020-07-28 19:40:38,434 - mmaction - INFO - Epoch [179][1220/3757] lr: 3.046e-05, eta: 1:06:22, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5719, top5_acc: 0.7758, loss_cls: 1.8755, loss: 1.8755, grad_norm: 8.2143 2020-07-28 19:40:49,931 - mmaction - INFO - Epoch [179][1240/3757] lr: 3.046e-05, eta: 1:06:09, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.5758, top5_acc: 0.7719, loss_cls: 1.8901, loss: 1.8901, grad_norm: 8.4595 2020-07-28 19:41:01,427 - mmaction - INFO - Epoch [179][1260/3757] lr: 3.046e-05, eta: 1:05:56, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5891, top5_acc: 0.8047, loss_cls: 1.7210, loss: 1.7210, grad_norm: 7.9327 2020-07-28 19:41:12,846 - mmaction - INFO - Epoch [179][1280/3757] lr: 3.046e-05, eta: 1:05:44, time: 0.571, data_time: 0.001, memory: 5232, top1_acc: 0.5477, top5_acc: 0.7633, loss_cls: 1.9806, loss: 1.9806, grad_norm: 8.6002 2020-07-28 19:41:24,343 - mmaction - INFO - Epoch [179][1300/3757] lr: 3.046e-05, eta: 1:05:31, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5625, top5_acc: 0.7805, loss_cls: 1.8564, loss: 1.8564, grad_norm: 8.2221 2020-07-28 19:41:35,760 - mmaction - INFO - Epoch [179][1320/3757] lr: 3.046e-05, eta: 1:05:18, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5898, top5_acc: 0.7828, loss_cls: 1.8104, loss: 1.8104, grad_norm: 8.2401 2020-07-28 19:41:47,212 - mmaction - INFO - Epoch [179][1340/3757] lr: 3.046e-05, eta: 1:05:06, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.5641, top5_acc: 0.7773, loss_cls: 1.8887, loss: 1.8887, grad_norm: 8.2927 2020-07-28 19:41:58,700 - mmaction - INFO - Epoch [179][1360/3757] lr: 3.046e-05, eta: 1:04:53, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5680, top5_acc: 0.7789, loss_cls: 1.8690, loss: 1.8690, grad_norm: 8.4690 2020-07-28 19:42:10,117 - mmaction - INFO - Epoch [179][1380/3757] lr: 3.046e-05, eta: 1:04:40, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5922, top5_acc: 0.7844, loss_cls: 1.7834, loss: 1.7834, grad_norm: 7.9669 2020-07-28 19:42:21,532 - mmaction - INFO - Epoch [179][1400/3757] lr: 3.046e-05, eta: 1:04:28, time: 0.571, data_time: 0.001, memory: 5232, top1_acc: 0.5750, top5_acc: 0.7937, loss_cls: 1.7843, loss: 1.7843, grad_norm: 8.1173 2020-07-28 19:42:32,908 - mmaction - INFO - Epoch [179][1420/3757] lr: 3.046e-05, eta: 1:04:15, time: 0.569, data_time: 0.001, memory: 5232, top1_acc: 0.5641, top5_acc: 0.7758, loss_cls: 1.8896, loss: 1.8896, grad_norm: 8.5037 2020-07-28 19:42:44,371 - mmaction - INFO - Epoch [179][1440/3757] lr: 3.046e-05, eta: 1:04:02, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5961, top5_acc: 0.7875, loss_cls: 1.7859, loss: 1.7859, grad_norm: 8.1960 2020-07-28 19:42:55,722 - mmaction - INFO - Epoch [179][1460/3757] lr: 3.046e-05, eta: 1:03:50, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5813, top5_acc: 0.7922, loss_cls: 1.8134, loss: 1.8134, grad_norm: 8.3210 2020-07-28 19:43:07,036 - mmaction - INFO - Epoch [179][1480/3757] lr: 3.046e-05, eta: 1:03:37, time: 0.566, data_time: 0.004, memory: 5232, top1_acc: 0.5742, top5_acc: 0.7859, loss_cls: 1.8605, loss: 1.8605, grad_norm: 8.3522 2020-07-28 19:43:18,458 - mmaction - INFO - Epoch [179][1500/3757] lr: 3.046e-05, eta: 1:03:24, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5789, top5_acc: 0.8047, loss_cls: 1.7555, loss: 1.7555, grad_norm: 8.0552 2020-07-28 19:43:29,977 - mmaction - INFO - Epoch [179][1520/3757] lr: 3.046e-05, eta: 1:03:12, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5734, top5_acc: 0.7758, loss_cls: 1.8466, loss: 1.8466, grad_norm: 8.3315 2020-07-28 19:43:41,392 - mmaction - INFO - Epoch [179][1540/3757] lr: 3.046e-05, eta: 1:02:59, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5680, top5_acc: 0.7898, loss_cls: 1.8556, loss: 1.8556, grad_norm: 8.2476 2020-07-28 19:43:52,716 - mmaction - INFO - Epoch [179][1560/3757] lr: 3.046e-05, eta: 1:02:46, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5883, top5_acc: 0.7789, loss_cls: 1.8477, loss: 1.8477, grad_norm: 8.2835 2020-07-28 19:44:04,105 - mmaction - INFO - Epoch [179][1580/3757] lr: 3.046e-05, eta: 1:02:34, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5977, top5_acc: 0.8055, loss_cls: 1.7163, loss: 1.7163, grad_norm: 7.9290 2020-07-28 19:44:15,599 - mmaction - INFO - Epoch [179][1600/3757] lr: 3.046e-05, eta: 1:02:21, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5766, top5_acc: 0.7734, loss_cls: 1.8621, loss: 1.8621, grad_norm: 8.2945 2020-07-28 19:44:27,063 - mmaction - INFO - Epoch [179][1620/3757] lr: 3.046e-05, eta: 1:02:08, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5859, top5_acc: 0.7984, loss_cls: 1.7670, loss: 1.7670, grad_norm: 8.3535 2020-07-28 19:44:38,508 - mmaction - INFO - Epoch [179][1640/3757] lr: 3.046e-05, eta: 1:01:56, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5586, top5_acc: 0.7570, loss_cls: 1.9587, loss: 1.9587, grad_norm: 8.5104 2020-07-28 19:44:49,989 - mmaction - INFO - Epoch [179][1660/3757] lr: 3.046e-05, eta: 1:01:43, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5742, top5_acc: 0.7891, loss_cls: 1.8189, loss: 1.8189, grad_norm: 8.3099 2020-07-28 19:45:01,474 - mmaction - INFO - Epoch [179][1680/3757] lr: 3.046e-05, eta: 1:01:30, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5633, top5_acc: 0.7734, loss_cls: 1.8986, loss: 1.8986, grad_norm: 8.3378 2020-07-28 19:45:13,047 - mmaction - INFO - Epoch [179][1700/3757] lr: 3.046e-05, eta: 1:01:18, time: 0.578, data_time: 0.022, memory: 5232, top1_acc: 0.5875, top5_acc: 0.7953, loss_cls: 1.7671, loss: 1.7671, grad_norm: 8.4106 2020-07-28 19:45:24,203 - mmaction - INFO - Epoch [179][1720/3757] lr: 3.046e-05, eta: 1:01:05, time: 0.559, data_time: 0.004, memory: 5232, top1_acc: 0.5687, top5_acc: 0.7898, loss_cls: 1.8211, loss: 1.8211, grad_norm: 8.2829 2020-07-28 19:45:35,379 - mmaction - INFO - Epoch [179][1740/3757] lr: 3.046e-05, eta: 1:00:52, time: 0.559, data_time: 0.003, memory: 5232, top1_acc: 0.5687, top5_acc: 0.7867, loss_cls: 1.8219, loss: 1.8219, grad_norm: 8.2885 2020-07-28 19:45:46,803 - mmaction - INFO - Epoch [179][1760/3757] lr: 3.046e-05, eta: 1:00:40, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5695, top5_acc: 0.7758, loss_cls: 1.8689, loss: 1.8689, grad_norm: 8.4280 2020-07-28 19:45:58,208 - mmaction - INFO - Epoch [179][1780/3757] lr: 3.046e-05, eta: 1:00:27, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5711, top5_acc: 0.7773, loss_cls: 1.8512, loss: 1.8512, grad_norm: 8.4798 2020-07-28 19:46:09,565 - mmaction - INFO - Epoch [179][1800/3757] lr: 3.046e-05, eta: 1:00:14, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5609, top5_acc: 0.7797, loss_cls: 1.9317, loss: 1.9317, grad_norm: 8.5413 2020-07-28 19:46:21,183 - mmaction - INFO - Epoch [179][1820/3757] lr: 3.046e-05, eta: 1:00:02, time: 0.580, data_time: 0.003, memory: 5232, top1_acc: 0.5695, top5_acc: 0.7773, loss_cls: 1.8925, loss: 1.8925, grad_norm: 8.5424 2020-07-28 19:46:32,544 - mmaction - INFO - Epoch [179][1840/3757] lr: 3.046e-05, eta: 0:59:49, time: 0.568, data_time: 0.006, memory: 5232, top1_acc: 0.5750, top5_acc: 0.7859, loss_cls: 1.7978, loss: 1.7978, grad_norm: 8.3694 2020-07-28 19:46:44,353 - mmaction - INFO - Epoch [179][1860/3757] lr: 3.046e-05, eta: 0:59:36, time: 0.591, data_time: 0.016, memory: 5232, top1_acc: 0.5813, top5_acc: 0.7836, loss_cls: 1.8552, loss: 1.8552, grad_norm: 8.2799 2020-07-28 19:46:56,099 - mmaction - INFO - Epoch [179][1880/3757] lr: 3.046e-05, eta: 0:59:24, time: 0.586, data_time: 0.025, memory: 5232, top1_acc: 0.5617, top5_acc: 0.7742, loss_cls: 1.8737, loss: 1.8737, grad_norm: 8.3311 2020-07-28 19:47:07,813 - mmaction - INFO - Epoch [179][1900/3757] lr: 3.046e-05, eta: 0:59:11, time: 0.586, data_time: 0.017, memory: 5232, top1_acc: 0.5586, top5_acc: 0.7930, loss_cls: 1.8511, loss: 1.8511, grad_norm: 8.4135 2020-07-28 19:47:19,753 - mmaction - INFO - Epoch [179][1920/3757] lr: 3.046e-05, eta: 0:58:58, time: 0.597, data_time: 0.024, memory: 5232, top1_acc: 0.5523, top5_acc: 0.7641, loss_cls: 1.9573, loss: 1.9573, grad_norm: 8.4478 2020-07-28 19:47:31,244 - mmaction - INFO - Epoch [179][1940/3757] lr: 3.046e-05, eta: 0:58:46, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5563, top5_acc: 0.7766, loss_cls: 1.8941, loss: 1.8941, grad_norm: 8.3774 2020-07-28 19:47:42,625 - mmaction - INFO - Epoch [179][1960/3757] lr: 3.046e-05, eta: 0:58:33, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5789, top5_acc: 0.7750, loss_cls: 1.8482, loss: 1.8482, grad_norm: 7.9886 2020-07-28 19:47:53,868 - mmaction - INFO - Epoch [179][1980/3757] lr: 3.046e-05, eta: 0:58:20, time: 0.562, data_time: 0.003, memory: 5232, top1_acc: 0.5828, top5_acc: 0.7969, loss_cls: 1.8100, loss: 1.8100, grad_norm: 8.2018 2020-07-28 19:48:05,118 - mmaction - INFO - Epoch [179][2000/3757] lr: 3.046e-05, eta: 0:58:08, time: 0.563, data_time: 0.003, memory: 5232, top1_acc: 0.5609, top5_acc: 0.7719, loss_cls: 1.8972, loss: 1.8972, grad_norm: 8.3167 2020-07-28 19:48:16,309 - mmaction - INFO - Epoch [179][2020/3757] lr: 3.046e-05, eta: 0:57:55, time: 0.560, data_time: 0.003, memory: 5232, top1_acc: 0.5695, top5_acc: 0.7789, loss_cls: 1.8407, loss: 1.8407, grad_norm: 8.4699 2020-07-28 19:48:27,596 - mmaction - INFO - Epoch [179][2040/3757] lr: 3.046e-05, eta: 0:57:42, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.5781, top5_acc: 0.7844, loss_cls: 1.8397, loss: 1.8397, grad_norm: 8.4621 2020-07-28 19:48:38,732 - mmaction - INFO - Epoch [179][2060/3757] lr: 3.046e-05, eta: 0:57:30, time: 0.557, data_time: 0.003, memory: 5232, top1_acc: 0.5953, top5_acc: 0.7977, loss_cls: 1.7847, loss: 1.7847, grad_norm: 8.2037 2020-07-28 19:48:50,172 - mmaction - INFO - Epoch [179][2080/3757] lr: 3.046e-05, eta: 0:57:17, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5867, top5_acc: 0.7883, loss_cls: 1.8037, loss: 1.8037, grad_norm: 8.0589 2020-07-28 19:49:01,693 - mmaction - INFO - Epoch [179][2100/3757] lr: 3.046e-05, eta: 0:57:04, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5672, top5_acc: 0.7750, loss_cls: 1.9052, loss: 1.9052, grad_norm: 8.1558 2020-07-28 19:49:13,090 - mmaction - INFO - Epoch [179][2120/3757] lr: 3.046e-05, eta: 0:56:52, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.5820, top5_acc: 0.7844, loss_cls: 1.8148, loss: 1.8148, grad_norm: 8.2648 2020-07-28 19:49:24,588 - mmaction - INFO - Epoch [179][2140/3757] lr: 3.046e-05, eta: 0:56:39, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.6039, top5_acc: 0.8008, loss_cls: 1.7568, loss: 1.7568, grad_norm: 8.3082 2020-07-28 19:49:36,015 - mmaction - INFO - Epoch [179][2160/3757] lr: 3.046e-05, eta: 0:56:26, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.6008, top5_acc: 0.7961, loss_cls: 1.7242, loss: 1.7242, grad_norm: 7.9118 2020-07-28 19:49:47,410 - mmaction - INFO - Epoch [179][2180/3757] lr: 3.046e-05, eta: 0:56:14, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5828, top5_acc: 0.7773, loss_cls: 1.7788, loss: 1.7788, grad_norm: 8.3668 2020-07-28 19:49:58,934 - mmaction - INFO - Epoch [179][2200/3757] lr: 3.046e-05, eta: 0:56:01, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5563, top5_acc: 0.7773, loss_cls: 1.8928, loss: 1.8928, grad_norm: 8.4425 2020-07-28 19:50:10,399 - mmaction - INFO - Epoch [179][2220/3757] lr: 3.046e-05, eta: 0:55:48, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5508, top5_acc: 0.7711, loss_cls: 1.9183, loss: 1.9183, grad_norm: 8.6412 2020-07-28 19:50:21,869 - mmaction - INFO - Epoch [179][2240/3757] lr: 3.046e-05, eta: 0:55:36, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5422, top5_acc: 0.7469, loss_cls: 1.9709, loss: 1.9709, grad_norm: 8.5596 2020-07-28 19:50:33,233 - mmaction - INFO - Epoch [179][2260/3757] lr: 3.046e-05, eta: 0:55:23, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5375, top5_acc: 0.7594, loss_cls: 1.9689, loss: 1.9689, grad_norm: 8.5802 2020-07-28 19:50:44,640 - mmaction - INFO - Epoch [179][2280/3757] lr: 3.046e-05, eta: 0:55:10, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5875, top5_acc: 0.7945, loss_cls: 1.8278, loss: 1.8278, grad_norm: 8.4371 2020-07-28 19:50:56,011 - mmaction - INFO - Epoch [179][2300/3757] lr: 3.046e-05, eta: 0:54:58, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.5523, top5_acc: 0.7781, loss_cls: 1.8855, loss: 1.8855, grad_norm: 8.2447 2020-07-28 19:51:07,423 - mmaction - INFO - Epoch [179][2320/3757] lr: 3.046e-05, eta: 0:54:45, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.5805, top5_acc: 0.7883, loss_cls: 1.8341, loss: 1.8341, grad_norm: 8.1675 2020-07-28 19:51:19,087 - mmaction - INFO - Epoch [179][2340/3757] lr: 3.046e-05, eta: 0:54:32, time: 0.583, data_time: 0.018, memory: 5232, top1_acc: 0.5805, top5_acc: 0.7836, loss_cls: 1.8426, loss: 1.8426, grad_norm: 8.3152 2020-07-28 19:51:30,602 - mmaction - INFO - Epoch [179][2360/3757] lr: 3.046e-05, eta: 0:54:20, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5922, top5_acc: 0.7797, loss_cls: 1.8094, loss: 1.8094, grad_norm: 8.2103 2020-07-28 19:51:41,949 - mmaction - INFO - Epoch [179][2380/3757] lr: 3.046e-05, eta: 0:54:07, time: 0.567, data_time: 0.001, memory: 5232, top1_acc: 0.5641, top5_acc: 0.7750, loss_cls: 1.8643, loss: 1.8643, grad_norm: 8.3369 2020-07-28 19:51:53,376 - mmaction - INFO - Epoch [179][2400/3757] lr: 3.046e-05, eta: 0:53:54, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5820, top5_acc: 0.8008, loss_cls: 1.7773, loss: 1.7773, grad_norm: 8.2399 2020-07-28 19:52:06,748 - mmaction - INFO - Epoch [179][2420/3757] lr: 3.046e-05, eta: 0:53:42, time: 0.669, data_time: 0.004, memory: 5232, top1_acc: 0.5641, top5_acc: 0.7891, loss_cls: 1.8392, loss: 1.8392, grad_norm: 8.4848 2020-07-28 19:52:19,387 - mmaction - INFO - Epoch [179][2440/3757] lr: 3.046e-05, eta: 0:53:29, time: 0.632, data_time: 0.003, memory: 5232, top1_acc: 0.5531, top5_acc: 0.7812, loss_cls: 1.9008, loss: 1.9008, grad_norm: 8.2956 2020-07-28 19:52:33,724 - mmaction - INFO - Epoch [179][2460/3757] lr: 3.046e-05, eta: 0:53:17, time: 0.716, data_time: 0.001, memory: 5232, top1_acc: 0.5586, top5_acc: 0.7641, loss_cls: 1.9679, loss: 1.9679, grad_norm: 8.3911 2020-07-28 19:52:46,062 - mmaction - INFO - Epoch [179][2480/3757] lr: 3.046e-05, eta: 0:53:04, time: 0.618, data_time: 0.003, memory: 5232, top1_acc: 0.5758, top5_acc: 0.7820, loss_cls: 1.8160, loss: 1.8160, grad_norm: 8.5374 2020-07-28 19:52:57,509 - mmaction - INFO - Epoch [179][2500/3757] lr: 3.046e-05, eta: 0:52:51, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5805, top5_acc: 0.7844, loss_cls: 1.8616, loss: 1.8616, grad_norm: 8.2478 2020-07-28 19:53:08,999 - mmaction - INFO - Epoch [179][2520/3757] lr: 3.046e-05, eta: 0:52:39, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5781, top5_acc: 0.7984, loss_cls: 1.7432, loss: 1.7432, grad_norm: 8.2341 2020-07-28 19:53:20,504 - mmaction - INFO - Epoch [179][2540/3757] lr: 3.046e-05, eta: 0:52:26, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5883, top5_acc: 0.8063, loss_cls: 1.7607, loss: 1.7607, grad_norm: 8.0562 2020-07-28 19:53:33,542 - mmaction - INFO - Epoch [179][2560/3757] lr: 3.046e-05, eta: 0:52:13, time: 0.652, data_time: 0.001, memory: 5232, top1_acc: 0.5938, top5_acc: 0.7922, loss_cls: 1.7756, loss: 1.7756, grad_norm: 8.3291 2020-07-28 19:53:45,042 - mmaction - INFO - Epoch [179][2580/3757] lr: 3.046e-05, eta: 0:52:01, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5578, top5_acc: 0.7734, loss_cls: 1.9388, loss: 1.9388, grad_norm: 8.6742 2020-07-28 19:53:56,523 - mmaction - INFO - Epoch [179][2600/3757] lr: 3.046e-05, eta: 0:51:48, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5797, top5_acc: 0.8039, loss_cls: 1.7848, loss: 1.7848, grad_norm: 8.0407 2020-07-28 19:54:07,910 - mmaction - INFO - Epoch [179][2620/3757] lr: 3.046e-05, eta: 0:51:35, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.5758, top5_acc: 0.7781, loss_cls: 1.8217, loss: 1.8217, grad_norm: 8.0116 2020-07-28 19:54:19,482 - mmaction - INFO - Epoch [179][2640/3757] lr: 3.046e-05, eta: 0:51:23, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.5836, top5_acc: 0.7734, loss_cls: 1.8676, loss: 1.8676, grad_norm: 7.9949 2020-07-28 19:54:30,995 - mmaction - INFO - Epoch [179][2660/3757] lr: 3.046e-05, eta: 0:51:10, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5758, top5_acc: 0.7797, loss_cls: 1.8846, loss: 1.8846, grad_norm: 8.4492 2020-07-28 19:54:43,288 - mmaction - INFO - Epoch [179][2680/3757] lr: 3.046e-05, eta: 0:50:57, time: 0.615, data_time: 0.052, memory: 5232, top1_acc: 0.5633, top5_acc: 0.7859, loss_cls: 1.9002, loss: 1.9002, grad_norm: 8.5768 2020-07-28 19:54:55,630 - mmaction - INFO - Epoch [179][2700/3757] lr: 3.046e-05, eta: 0:50:45, time: 0.617, data_time: 0.003, memory: 5232, top1_acc: 0.5875, top5_acc: 0.7844, loss_cls: 1.8390, loss: 1.8390, grad_norm: 8.4222 2020-07-28 19:55:09,903 - mmaction - INFO - Epoch [179][2720/3757] lr: 3.046e-05, eta: 0:50:32, time: 0.714, data_time: 0.003, memory: 5232, top1_acc: 0.5664, top5_acc: 0.7820, loss_cls: 1.8276, loss: 1.8276, grad_norm: 8.1933 2020-07-28 19:55:21,543 - mmaction - INFO - Epoch [179][2740/3757] lr: 3.046e-05, eta: 0:50:19, time: 0.581, data_time: 0.018, memory: 5232, top1_acc: 0.5813, top5_acc: 0.7852, loss_cls: 1.7977, loss: 1.7977, grad_norm: 8.2440 2020-07-28 19:55:34,049 - mmaction - INFO - Epoch [179][2760/3757] lr: 3.046e-05, eta: 0:50:07, time: 0.626, data_time: 0.009, memory: 5232, top1_acc: 0.5609, top5_acc: 0.7891, loss_cls: 1.9139, loss: 1.9139, grad_norm: 8.5438 2020-07-28 19:55:46,438 - mmaction - INFO - Epoch [179][2780/3757] lr: 3.046e-05, eta: 0:49:54, time: 0.619, data_time: 0.003, memory: 5232, top1_acc: 0.5523, top5_acc: 0.7594, loss_cls: 1.9861, loss: 1.9861, grad_norm: 8.5226 2020-07-28 19:55:57,871 - mmaction - INFO - Epoch [179][2800/3757] lr: 3.046e-05, eta: 0:49:41, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5609, top5_acc: 0.7875, loss_cls: 1.8388, loss: 1.8388, grad_norm: 8.4856 2020-07-28 19:56:10,209 - mmaction - INFO - Epoch [179][2820/3757] lr: 3.046e-05, eta: 0:49:29, time: 0.617, data_time: 0.003, memory: 5232, top1_acc: 0.5883, top5_acc: 0.8023, loss_cls: 1.7290, loss: 1.7290, grad_norm: 8.0868 2020-07-28 19:56:21,646 - mmaction - INFO - Epoch [179][2840/3757] lr: 3.046e-05, eta: 0:49:16, time: 0.572, data_time: 0.010, memory: 5232, top1_acc: 0.5969, top5_acc: 0.7969, loss_cls: 1.7459, loss: 1.7459, grad_norm: 7.9988 2020-07-28 19:56:33,035 - mmaction - INFO - Epoch [179][2860/3757] lr: 3.046e-05, eta: 0:49:03, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5695, top5_acc: 0.7977, loss_cls: 1.8325, loss: 1.8325, grad_norm: 8.2906 2020-07-28 19:56:44,464 - mmaction - INFO - Epoch [179][2880/3757] lr: 3.046e-05, eta: 0:48:51, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5844, top5_acc: 0.7805, loss_cls: 1.8491, loss: 1.8491, grad_norm: 8.3240 2020-07-28 19:56:56,845 - mmaction - INFO - Epoch [179][2900/3757] lr: 3.046e-05, eta: 0:48:38, time: 0.619, data_time: 0.001, memory: 5232, top1_acc: 0.5789, top5_acc: 0.7844, loss_cls: 1.8304, loss: 1.8304, grad_norm: 8.4318 2020-07-28 19:57:09,695 - mmaction - INFO - Epoch [179][2920/3757] lr: 3.046e-05, eta: 0:48:25, time: 0.642, data_time: 0.001, memory: 5232, top1_acc: 0.5852, top5_acc: 0.7883, loss_cls: 1.8257, loss: 1.8257, grad_norm: 8.2495 2020-07-28 19:57:21,166 - mmaction - INFO - Epoch [179][2940/3757] lr: 3.046e-05, eta: 0:48:13, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5672, top5_acc: 0.7805, loss_cls: 1.8285, loss: 1.8285, grad_norm: 8.3986 2020-07-28 19:57:32,513 - mmaction - INFO - Epoch [179][2960/3757] lr: 3.046e-05, eta: 0:48:00, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5500, top5_acc: 0.7727, loss_cls: 1.9420, loss: 1.9420, grad_norm: 8.7250 2020-07-28 19:57:43,974 - mmaction - INFO - Epoch [179][2980/3757] lr: 3.046e-05, eta: 0:47:47, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5484, top5_acc: 0.7695, loss_cls: 1.9679, loss: 1.9679, grad_norm: 8.5325 2020-07-28 19:57:55,511 - mmaction - INFO - Epoch [179][3000/3757] lr: 3.046e-05, eta: 0:47:35, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5828, top5_acc: 0.7914, loss_cls: 1.8083, loss: 1.8083, grad_norm: 8.1777 2020-07-28 19:58:06,916 - mmaction - INFO - Epoch [179][3020/3757] lr: 3.046e-05, eta: 0:47:22, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5758, top5_acc: 0.7820, loss_cls: 1.8412, loss: 1.8412, grad_norm: 8.3151 2020-07-28 19:58:18,354 - mmaction - INFO - Epoch [179][3040/3757] lr: 3.046e-05, eta: 0:47:09, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5844, top5_acc: 0.7898, loss_cls: 1.7600, loss: 1.7600, grad_norm: 8.3102 2020-07-28 19:58:30,918 - mmaction - INFO - Epoch [179][3060/3757] lr: 3.046e-05, eta: 0:46:57, time: 0.628, data_time: 0.003, memory: 5232, top1_acc: 0.5281, top5_acc: 0.7383, loss_cls: 2.0595, loss: 2.0595, grad_norm: 8.7613 2020-07-28 19:58:42,372 - mmaction - INFO - Epoch [179][3080/3757] lr: 3.046e-05, eta: 0:46:44, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5625, top5_acc: 0.7758, loss_cls: 1.8883, loss: 1.8883, grad_norm: 8.3541 2020-07-28 19:58:53,859 - mmaction - INFO - Epoch [179][3100/3757] lr: 3.046e-05, eta: 0:46:31, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5750, top5_acc: 0.7898, loss_cls: 1.8360, loss: 1.8360, grad_norm: 8.5506 2020-07-28 19:59:06,303 - mmaction - INFO - Epoch [179][3120/3757] lr: 3.046e-05, eta: 0:46:19, time: 0.623, data_time: 0.003, memory: 5232, top1_acc: 0.5781, top5_acc: 0.7891, loss_cls: 1.8315, loss: 1.8315, grad_norm: 8.3698 2020-07-28 19:59:18,054 - mmaction - INFO - Epoch [179][3140/3757] lr: 3.046e-05, eta: 0:46:06, time: 0.588, data_time: 0.019, memory: 5232, top1_acc: 0.5273, top5_acc: 0.7750, loss_cls: 2.0060, loss: 2.0060, grad_norm: 8.7522 2020-07-28 19:59:29,558 - mmaction - INFO - Epoch [179][3160/3757] lr: 3.046e-05, eta: 0:45:54, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5711, top5_acc: 0.7719, loss_cls: 1.8659, loss: 1.8659, grad_norm: 8.3084 2020-07-28 19:59:41,023 - mmaction - INFO - Epoch [179][3180/3757] lr: 3.046e-05, eta: 0:45:41, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.5617, top5_acc: 0.7898, loss_cls: 1.8592, loss: 1.8592, grad_norm: 8.3244 2020-07-28 19:59:52,454 - mmaction - INFO - Epoch [179][3200/3757] lr: 3.046e-05, eta: 0:45:28, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5555, top5_acc: 0.7695, loss_cls: 1.8960, loss: 1.8960, grad_norm: 8.4619 2020-07-28 20:00:15,037 - mmaction - INFO - Epoch [179][3220/3757] lr: 3.046e-05, eta: 0:45:16, time: 1.119, data_time: 0.007, memory: 5232, top1_acc: 0.5664, top5_acc: 0.7828, loss_cls: 1.8574, loss: 1.8574, grad_norm: 8.7734 2020-07-28 20:00:26,529 - mmaction - INFO - Epoch [179][3240/3757] lr: 3.046e-05, eta: 0:45:03, time: 0.584, data_time: 0.013, memory: 5232, top1_acc: 0.5859, top5_acc: 0.7867, loss_cls: 1.7806, loss: 1.7806, grad_norm: 8.3088 2020-07-28 20:00:37,979 - mmaction - INFO - Epoch [179][3260/3757] lr: 3.046e-05, eta: 0:44:50, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5641, top5_acc: 0.7766, loss_cls: 1.8459, loss: 1.8459, grad_norm: 8.1980 2020-07-28 20:00:49,380 - mmaction - INFO - Epoch [179][3280/3757] lr: 3.046e-05, eta: 0:44:38, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5766, top5_acc: 0.7852, loss_cls: 1.8431, loss: 1.8431, grad_norm: 8.3079 2020-07-28 20:01:00,821 - mmaction - INFO - Epoch [179][3300/3757] lr: 3.046e-05, eta: 0:44:25, time: 0.572, data_time: 0.010, memory: 5232, top1_acc: 0.5664, top5_acc: 0.7719, loss_cls: 1.9323, loss: 1.9323, grad_norm: 7.9990 2020-07-28 20:01:12,166 - mmaction - INFO - Epoch [179][3320/3757] lr: 3.046e-05, eta: 0:44:12, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5586, top5_acc: 0.7773, loss_cls: 1.8619, loss: 1.8619, grad_norm: 8.5568 2020-07-28 20:01:23,481 - mmaction - INFO - Epoch [179][3340/3757] lr: 3.046e-05, eta: 0:44:00, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5359, top5_acc: 0.7547, loss_cls: 1.9571, loss: 1.9571, grad_norm: 8.5419 2020-07-28 20:01:34,957 - mmaction - INFO - Epoch [179][3360/3757] lr: 3.046e-05, eta: 0:43:47, time: 0.573, data_time: 0.008, memory: 5232, top1_acc: 0.5500, top5_acc: 0.7766, loss_cls: 1.9241, loss: 1.9241, grad_norm: 8.6066 2020-07-28 20:01:46,297 - mmaction - INFO - Epoch [179][3380/3757] lr: 3.046e-05, eta: 0:43:34, time: 0.567, data_time: 0.004, memory: 5232, top1_acc: 0.5531, top5_acc: 0.7711, loss_cls: 1.8978, loss: 1.8978, grad_norm: 8.5902 2020-07-28 20:01:57,810 - mmaction - INFO - Epoch [179][3400/3757] lr: 3.046e-05, eta: 0:43:22, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5539, top5_acc: 0.7844, loss_cls: 1.8473, loss: 1.8473, grad_norm: 8.2654 2020-07-28 20:02:10,276 - mmaction - INFO - Epoch [179][3420/3757] lr: 3.046e-05, eta: 0:43:09, time: 0.623, data_time: 0.003, memory: 5232, top1_acc: 0.5898, top5_acc: 0.7836, loss_cls: 1.8279, loss: 1.8279, grad_norm: 8.2823 2020-07-28 20:02:22,724 - mmaction - INFO - Epoch [179][3440/3757] lr: 3.046e-05, eta: 0:42:56, time: 0.623, data_time: 0.003, memory: 5232, top1_acc: 0.5570, top5_acc: 0.7836, loss_cls: 1.8284, loss: 1.8284, grad_norm: 8.1283 2020-07-28 20:02:34,161 - mmaction - INFO - Epoch [179][3460/3757] lr: 3.046e-05, eta: 0:42:44, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5406, top5_acc: 0.7617, loss_cls: 1.9870, loss: 1.9870, grad_norm: 8.4685 2020-07-28 20:02:45,552 - mmaction - INFO - Epoch [179][3480/3757] lr: 3.046e-05, eta: 0:42:31, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5711, top5_acc: 0.7984, loss_cls: 1.7853, loss: 1.7853, grad_norm: 8.3109 2020-07-28 20:02:56,971 - mmaction - INFO - Epoch [179][3500/3757] lr: 3.046e-05, eta: 0:42:18, time: 0.571, data_time: 0.004, memory: 5232, top1_acc: 0.5570, top5_acc: 0.7844, loss_cls: 1.8759, loss: 1.8759, grad_norm: 8.4510 2020-07-28 20:03:08,375 - mmaction - INFO - Epoch [179][3520/3757] lr: 3.046e-05, eta: 0:42:06, time: 0.570, data_time: 0.004, memory: 5232, top1_acc: 0.5711, top5_acc: 0.7828, loss_cls: 1.8600, loss: 1.8600, grad_norm: 8.3362 2020-07-28 20:03:19,806 - mmaction - INFO - Epoch [179][3540/3757] lr: 3.046e-05, eta: 0:41:53, time: 0.572, data_time: 0.004, memory: 5232, top1_acc: 0.5625, top5_acc: 0.7703, loss_cls: 1.8833, loss: 1.8833, grad_norm: 8.2499 2020-07-28 20:03:31,223 - mmaction - INFO - Epoch [179][3560/3757] lr: 3.046e-05, eta: 0:41:40, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5625, top5_acc: 0.7766, loss_cls: 1.9279, loss: 1.9279, grad_norm: 8.4086 2020-07-28 20:03:42,683 - mmaction - INFO - Epoch [179][3580/3757] lr: 3.046e-05, eta: 0:41:28, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5914, top5_acc: 0.7797, loss_cls: 1.8273, loss: 1.8273, grad_norm: 8.0772 2020-07-28 20:03:54,141 - mmaction - INFO - Epoch [179][3600/3757] lr: 3.046e-05, eta: 0:41:15, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5703, top5_acc: 0.7609, loss_cls: 1.8937, loss: 1.8937, grad_norm: 8.4990 2020-07-28 20:04:05,553 - mmaction - INFO - Epoch [179][3620/3757] lr: 3.046e-05, eta: 0:41:02, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5711, top5_acc: 0.7922, loss_cls: 1.8092, loss: 1.8092, grad_norm: 8.2605 2020-07-28 20:04:16,953 - mmaction - INFO - Epoch [179][3640/3757] lr: 3.046e-05, eta: 0:40:50, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5703, top5_acc: 0.7844, loss_cls: 1.8273, loss: 1.8273, grad_norm: 8.4926 2020-07-28 20:04:28,385 - mmaction - INFO - Epoch [179][3660/3757] lr: 3.046e-05, eta: 0:40:37, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5828, top5_acc: 0.7812, loss_cls: 1.8190, loss: 1.8190, grad_norm: 8.0008 2020-07-28 20:04:39,812 - mmaction - INFO - Epoch [179][3680/3757] lr: 3.046e-05, eta: 0:40:24, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5648, top5_acc: 0.7445, loss_cls: 1.9131, loss: 1.9131, grad_norm: 8.1491 2020-07-28 20:04:51,196 - mmaction - INFO - Epoch [179][3700/3757] lr: 3.046e-05, eta: 0:40:12, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5594, top5_acc: 0.8039, loss_cls: 1.8297, loss: 1.8297, grad_norm: 8.5503 2020-07-28 20:05:02,682 - mmaction - INFO - Epoch [179][3720/3757] lr: 3.046e-05, eta: 0:39:59, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5875, top5_acc: 0.7797, loss_cls: 1.7942, loss: 1.7942, grad_norm: 7.8789 2020-07-28 20:05:14,102 - mmaction - INFO - Epoch [179][3740/3757] lr: 3.046e-05, eta: 0:39:46, time: 0.571, data_time: 0.001, memory: 5232, top1_acc: 0.5906, top5_acc: 0.7961, loss_cls: 1.7687, loss: 1.7687, grad_norm: 8.2087 2020-07-28 20:09:31,220 - mmaction - INFO - Epoch [180][20/3757] lr: 7.615e-06, eta: 0:39:25, time: 11.534, data_time: 10.845, memory: 5232, top1_acc: 0.5617, top5_acc: 0.7937, loss_cls: 1.8656, loss: 1.8656, grad_norm: 8.1938 2020-07-28 20:09:42,574 - mmaction - INFO - Epoch [180][40/3757] lr: 7.615e-06, eta: 0:39:12, time: 0.571, data_time: 0.006, memory: 5232, top1_acc: 0.5828, top5_acc: 0.7930, loss_cls: 1.7861, loss: 1.7861, grad_norm: 8.0835 2020-07-28 20:09:53,987 - mmaction - INFO - Epoch [180][60/3757] lr: 7.615e-06, eta: 0:38:59, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.5680, top5_acc: 0.7773, loss_cls: 1.8359, loss: 1.8359, grad_norm: 8.3358 2020-07-28 20:10:05,424 - mmaction - INFO - Epoch [180][80/3757] lr: 7.615e-06, eta: 0:38:47, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5789, top5_acc: 0.7750, loss_cls: 1.8616, loss: 1.8616, grad_norm: 8.4116 2020-07-28 20:10:16,741 - mmaction - INFO - Epoch [180][100/3757] lr: 7.615e-06, eta: 0:38:34, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5797, top5_acc: 0.7992, loss_cls: 1.7870, loss: 1.7870, grad_norm: 8.5002 2020-07-28 20:10:28,076 - mmaction - INFO - Epoch [180][120/3757] lr: 7.615e-06, eta: 0:38:21, time: 0.567, data_time: 0.003, memory: 5232, top1_acc: 0.5672, top5_acc: 0.7719, loss_cls: 1.8586, loss: 1.8586, grad_norm: 8.4016 2020-07-28 20:10:39,505 - mmaction - INFO - Epoch [180][140/3757] lr: 7.615e-06, eta: 0:38:09, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5758, top5_acc: 0.7734, loss_cls: 1.8772, loss: 1.8772, grad_norm: 8.4781 2020-07-28 20:10:50,959 - mmaction - INFO - Epoch [180][160/3757] lr: 7.615e-06, eta: 0:37:56, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5711, top5_acc: 0.7758, loss_cls: 1.8932, loss: 1.8932, grad_norm: 8.5428 2020-07-28 20:11:02,377 - mmaction - INFO - Epoch [180][180/3757] lr: 7.615e-06, eta: 0:37:43, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5828, top5_acc: 0.8047, loss_cls: 1.7761, loss: 1.7761, grad_norm: 8.2431 2020-07-28 20:11:13,817 - mmaction - INFO - Epoch [180][200/3757] lr: 7.615e-06, eta: 0:37:31, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5828, top5_acc: 0.7867, loss_cls: 1.8115, loss: 1.8115, grad_norm: 8.2238 2020-07-28 20:11:25,242 - mmaction - INFO - Epoch [180][220/3757] lr: 7.615e-06, eta: 0:37:18, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5844, top5_acc: 0.7742, loss_cls: 1.8240, loss: 1.8240, grad_norm: 8.3577 2020-07-28 20:11:36,729 - mmaction - INFO - Epoch [180][240/3757] lr: 7.615e-06, eta: 0:37:05, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5594, top5_acc: 0.7953, loss_cls: 1.8559, loss: 1.8559, grad_norm: 8.4473 2020-07-28 20:11:48,137 - mmaction - INFO - Epoch [180][260/3757] lr: 7.615e-06, eta: 0:36:53, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5398, top5_acc: 0.7516, loss_cls: 2.0325, loss: 2.0325, grad_norm: 8.6695 2020-07-28 20:11:59,433 - mmaction - INFO - Epoch [180][280/3757] lr: 7.615e-06, eta: 0:36:40, time: 0.565, data_time: 0.002, memory: 5232, top1_acc: 0.5727, top5_acc: 0.7867, loss_cls: 1.7865, loss: 1.7865, grad_norm: 8.0871 2020-07-28 20:12:10,835 - mmaction - INFO - Epoch [180][300/3757] lr: 7.615e-06, eta: 0:36:27, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5445, top5_acc: 0.7523, loss_cls: 2.0250, loss: 2.0250, grad_norm: 8.7297 2020-07-28 20:12:22,273 - mmaction - INFO - Epoch [180][320/3757] lr: 7.615e-06, eta: 0:36:15, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5719, top5_acc: 0.7680, loss_cls: 1.9040, loss: 1.9040, grad_norm: 8.1392 2020-07-28 20:12:33,672 - mmaction - INFO - Epoch [180][340/3757] lr: 7.615e-06, eta: 0:36:02, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5891, top5_acc: 0.7789, loss_cls: 1.7930, loss: 1.7930, grad_norm: 7.8070 2020-07-28 20:12:45,113 - mmaction - INFO - Epoch [180][360/3757] lr: 7.615e-06, eta: 0:35:49, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5820, top5_acc: 0.7859, loss_cls: 1.8133, loss: 1.8133, grad_norm: 8.0829 2020-07-28 20:12:56,496 - mmaction - INFO - Epoch [180][380/3757] lr: 7.615e-06, eta: 0:35:37, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5500, top5_acc: 0.7773, loss_cls: 1.8770, loss: 1.8770, grad_norm: 8.3749 2020-07-28 20:13:07,893 - mmaction - INFO - Epoch [180][400/3757] lr: 7.615e-06, eta: 0:35:24, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5742, top5_acc: 0.7898, loss_cls: 1.8324, loss: 1.8324, grad_norm: 8.3218 2020-07-28 20:13:19,325 - mmaction - INFO - Epoch [180][420/3757] lr: 7.615e-06, eta: 0:35:11, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5633, top5_acc: 0.7930, loss_cls: 1.8452, loss: 1.8452, grad_norm: 8.2645 2020-07-28 20:13:30,712 - mmaction - INFO - Epoch [180][440/3757] lr: 7.615e-06, eta: 0:34:59, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5945, top5_acc: 0.7828, loss_cls: 1.7919, loss: 1.7919, grad_norm: 7.9085 2020-07-28 20:13:42,091 - mmaction - INFO - Epoch [180][460/3757] lr: 7.615e-06, eta: 0:34:46, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5711, top5_acc: 0.7719, loss_cls: 1.8683, loss: 1.8683, grad_norm: 8.3870 2020-07-28 20:13:53,376 - mmaction - INFO - Epoch [180][480/3757] lr: 7.615e-06, eta: 0:34:33, time: 0.565, data_time: 0.004, memory: 5232, top1_acc: 0.5828, top5_acc: 0.7930, loss_cls: 1.8321, loss: 1.8321, grad_norm: 8.3401 2020-07-28 20:14:04,730 - mmaction - INFO - Epoch [180][500/3757] lr: 7.615e-06, eta: 0:34:21, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5945, top5_acc: 0.8063, loss_cls: 1.7070, loss: 1.7070, grad_norm: 8.0836 2020-07-28 20:14:16,173 - mmaction - INFO - Epoch [180][520/3757] lr: 7.615e-06, eta: 0:34:08, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5859, top5_acc: 0.7805, loss_cls: 1.8171, loss: 1.8171, grad_norm: 8.2121 2020-07-28 20:14:27,547 - mmaction - INFO - Epoch [180][540/3757] lr: 7.615e-06, eta: 0:33:55, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5617, top5_acc: 0.7781, loss_cls: 1.8733, loss: 1.8733, grad_norm: 8.2094 2020-07-28 20:14:38,993 - mmaction - INFO - Epoch [180][560/3757] lr: 7.615e-06, eta: 0:33:43, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5719, top5_acc: 0.8039, loss_cls: 1.7808, loss: 1.7808, grad_norm: 8.2421 2020-07-28 20:14:50,397 - mmaction - INFO - Epoch [180][580/3757] lr: 7.615e-06, eta: 0:33:30, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5625, top5_acc: 0.7656, loss_cls: 1.9316, loss: 1.9316, grad_norm: 8.7692 2020-07-28 20:15:01,845 - mmaction - INFO - Epoch [180][600/3757] lr: 7.615e-06, eta: 0:33:17, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5703, top5_acc: 0.7781, loss_cls: 1.8603, loss: 1.8603, grad_norm: 8.6441 2020-07-28 20:15:13,443 - mmaction - INFO - Epoch [180][620/3757] lr: 7.615e-06, eta: 0:33:05, time: 0.580, data_time: 0.013, memory: 5232, top1_acc: 0.5602, top5_acc: 0.7727, loss_cls: 1.8901, loss: 1.8901, grad_norm: 8.4192 2020-07-28 20:15:24,845 - mmaction - INFO - Epoch [180][640/3757] lr: 7.615e-06, eta: 0:32:52, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5563, top5_acc: 0.7773, loss_cls: 1.9075, loss: 1.9075, grad_norm: 8.4819 2020-07-28 20:15:36,338 - mmaction - INFO - Epoch [180][660/3757] lr: 7.615e-06, eta: 0:32:39, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.5914, top5_acc: 0.7922, loss_cls: 1.7670, loss: 1.7670, grad_norm: 8.3346 2020-07-28 20:15:47,902 - mmaction - INFO - Epoch [180][680/3757] lr: 7.615e-06, eta: 0:32:27, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.5883, top5_acc: 0.7906, loss_cls: 1.8321, loss: 1.8321, grad_norm: 8.5663 2020-07-28 20:15:59,303 - mmaction - INFO - Epoch [180][700/3757] lr: 7.615e-06, eta: 0:32:14, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5836, top5_acc: 0.7828, loss_cls: 1.7869, loss: 1.7869, grad_norm: 7.8929 2020-07-28 20:16:10,621 - mmaction - INFO - Epoch [180][720/3757] lr: 7.615e-06, eta: 0:32:01, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5836, top5_acc: 0.7945, loss_cls: 1.7648, loss: 1.7648, grad_norm: 8.1924 2020-07-28 20:16:26,862 - mmaction - INFO - Epoch [180][740/3757] lr: 7.615e-06, eta: 0:31:49, time: 0.812, data_time: 0.215, memory: 5232, top1_acc: 0.5656, top5_acc: 0.7750, loss_cls: 1.8570, loss: 1.8570, grad_norm: 8.2967 2020-07-28 20:16:38,625 - mmaction - INFO - Epoch [180][760/3757] lr: 7.615e-06, eta: 0:31:36, time: 0.588, data_time: 0.014, memory: 5232, top1_acc: 0.5758, top5_acc: 0.7906, loss_cls: 1.8135, loss: 1.8135, grad_norm: 8.5178 2020-07-28 20:16:50,441 - mmaction - INFO - Epoch [180][780/3757] lr: 7.615e-06, eta: 0:31:23, time: 0.591, data_time: 0.025, memory: 5232, top1_acc: 0.5797, top5_acc: 0.7906, loss_cls: 1.7736, loss: 1.7736, grad_norm: 8.2291 2020-07-28 20:17:02,122 - mmaction - INFO - Epoch [180][800/3757] lr: 7.615e-06, eta: 0:31:11, time: 0.584, data_time: 0.021, memory: 5232, top1_acc: 0.5891, top5_acc: 0.7773, loss_cls: 1.8067, loss: 1.8067, grad_norm: 8.0171 2020-07-28 20:17:13,536 - mmaction - INFO - Epoch [180][820/3757] lr: 7.615e-06, eta: 0:30:58, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5680, top5_acc: 0.7805, loss_cls: 1.8612, loss: 1.8612, grad_norm: 8.2183 2020-07-28 20:17:30,077 - mmaction - INFO - Epoch [180][840/3757] lr: 7.615e-06, eta: 0:30:45, time: 0.827, data_time: 0.003, memory: 5232, top1_acc: 0.5773, top5_acc: 0.7656, loss_cls: 1.9034, loss: 1.9034, grad_norm: 8.3298 2020-07-28 20:17:43,737 - mmaction - INFO - Epoch [180][860/3757] lr: 7.615e-06, eta: 0:30:33, time: 0.683, data_time: 0.015, memory: 5232, top1_acc: 0.5898, top5_acc: 0.7914, loss_cls: 1.7604, loss: 1.7604, grad_norm: 8.3576 2020-07-28 20:21:11,579 - mmaction - INFO - Epoch [180][880/3757] lr: 7.615e-06, eta: 0:30:21, time: 10.393, data_time: 9.743, memory: 5232, top1_acc: 0.5727, top5_acc: 0.7836, loss_cls: 1.8555, loss: 1.8555, grad_norm: 8.4618 2020-07-28 20:21:24,053 - mmaction - INFO - Epoch [180][900/3757] lr: 7.615e-06, eta: 0:30:08, time: 0.623, data_time: 0.003, memory: 5232, top1_acc: 0.5594, top5_acc: 0.7937, loss_cls: 1.8132, loss: 1.8132, grad_norm: 8.1919 2020-07-28 20:21:37,288 - mmaction - INFO - Epoch [180][920/3757] lr: 7.615e-06, eta: 0:29:56, time: 0.662, data_time: 0.004, memory: 5232, top1_acc: 0.5758, top5_acc: 0.7820, loss_cls: 1.8106, loss: 1.8106, grad_norm: 8.1251 2020-07-28 20:21:51,590 - mmaction - INFO - Epoch [180][940/3757] lr: 7.615e-06, eta: 0:29:43, time: 0.715, data_time: 0.003, memory: 5232, top1_acc: 0.5781, top5_acc: 0.8031, loss_cls: 1.7764, loss: 1.7764, grad_norm: 8.4490 2020-07-28 20:22:02,979 - mmaction - INFO - Epoch [180][960/3757] lr: 7.615e-06, eta: 0:29:30, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5359, top5_acc: 0.7648, loss_cls: 1.9178, loss: 1.9178, grad_norm: 8.5935 2020-07-28 20:22:14,462 - mmaction - INFO - Epoch [180][980/3757] lr: 7.615e-06, eta: 0:29:18, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5672, top5_acc: 0.7773, loss_cls: 1.8460, loss: 1.8460, grad_norm: 8.4337 2020-07-28 20:22:27,607 - mmaction - INFO - Epoch [180][1000/3757] lr: 7.615e-06, eta: 0:29:05, time: 0.657, data_time: 0.003, memory: 5232, top1_acc: 0.5656, top5_acc: 0.7906, loss_cls: 1.8777, loss: 1.8777, grad_norm: 8.6480 2020-07-28 20:22:39,998 - mmaction - INFO - Epoch [180][1020/3757] lr: 7.615e-06, eta: 0:28:52, time: 0.619, data_time: 0.001, memory: 5232, top1_acc: 0.5602, top5_acc: 0.7766, loss_cls: 1.8892, loss: 1.8892, grad_norm: 8.5999 2020-07-28 20:22:52,569 - mmaction - INFO - Epoch [180][1040/3757] lr: 7.615e-06, eta: 0:28:40, time: 0.628, data_time: 0.003, memory: 5232, top1_acc: 0.5680, top5_acc: 0.7625, loss_cls: 1.9342, loss: 1.9342, grad_norm: 8.7473 2020-07-28 20:23:03,867 - mmaction - INFO - Epoch [180][1060/3757] lr: 7.615e-06, eta: 0:28:27, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5867, top5_acc: 0.7773, loss_cls: 1.8389, loss: 1.8389, grad_norm: 8.1067 2020-07-28 20:23:16,443 - mmaction - INFO - Epoch [180][1080/3757] lr: 7.615e-06, eta: 0:28:14, time: 0.629, data_time: 0.014, memory: 5232, top1_acc: 0.5758, top5_acc: 0.7773, loss_cls: 1.8585, loss: 1.8585, grad_norm: 8.3004 2020-07-28 20:23:29,116 - mmaction - INFO - Epoch [180][1100/3757] lr: 7.615e-06, eta: 0:28:02, time: 0.633, data_time: 0.003, memory: 5232, top1_acc: 0.5859, top5_acc: 0.7977, loss_cls: 1.7439, loss: 1.7439, grad_norm: 8.3210 2020-07-28 20:23:40,518 - mmaction - INFO - Epoch [180][1120/3757] lr: 7.615e-06, eta: 0:27:49, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5672, top5_acc: 0.7805, loss_cls: 1.8683, loss: 1.8683, grad_norm: 8.1955 2020-07-28 20:23:51,922 - mmaction - INFO - Epoch [180][1140/3757] lr: 7.615e-06, eta: 0:27:36, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5773, top5_acc: 0.7758, loss_cls: 1.8444, loss: 1.8444, grad_norm: 8.1817 2020-07-28 20:24:04,204 - mmaction - INFO - Epoch [180][1160/3757] lr: 7.615e-06, eta: 0:27:24, time: 0.615, data_time: 0.004, memory: 5232, top1_acc: 0.5750, top5_acc: 0.7742, loss_cls: 1.8494, loss: 1.8494, grad_norm: 8.3661 2020-07-28 20:24:16,654 - mmaction - INFO - Epoch [180][1180/3757] lr: 7.615e-06, eta: 0:27:11, time: 0.622, data_time: 0.003, memory: 5232, top1_acc: 0.5766, top5_acc: 0.7828, loss_cls: 1.7876, loss: 1.7876, grad_norm: 8.1138 2020-07-28 20:24:29,272 - mmaction - INFO - Epoch [180][1200/3757] lr: 7.615e-06, eta: 0:26:58, time: 0.631, data_time: 0.003, memory: 5232, top1_acc: 0.5687, top5_acc: 0.7773, loss_cls: 1.8673, loss: 1.8673, grad_norm: 8.4950 2020-07-28 20:24:40,695 - mmaction - INFO - Epoch [180][1220/3757] lr: 7.615e-06, eta: 0:26:46, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.6039, top5_acc: 0.7906, loss_cls: 1.7674, loss: 1.7674, grad_norm: 7.9821 2020-07-28 20:24:53,328 - mmaction - INFO - Epoch [180][1240/3757] lr: 7.615e-06, eta: 0:26:33, time: 0.631, data_time: 0.002, memory: 5232, top1_acc: 0.5797, top5_acc: 0.7977, loss_cls: 1.7765, loss: 1.7765, grad_norm: 8.3047 2020-07-28 20:25:04,775 - mmaction - INFO - Epoch [180][1260/3757] lr: 7.615e-06, eta: 0:26:20, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5789, top5_acc: 0.7937, loss_cls: 1.8107, loss: 1.8107, grad_norm: 8.1797 2020-07-28 20:25:16,214 - mmaction - INFO - Epoch [180][1280/3757] lr: 7.615e-06, eta: 0:26:08, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5586, top5_acc: 0.7758, loss_cls: 1.9022, loss: 1.9022, grad_norm: 8.6266 2020-07-28 20:25:27,681 - mmaction - INFO - Epoch [180][1300/3757] lr: 7.615e-06, eta: 0:25:55, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.5656, top5_acc: 0.7727, loss_cls: 1.8877, loss: 1.8877, grad_norm: 8.2644 2020-07-28 20:25:39,078 - mmaction - INFO - Epoch [180][1320/3757] lr: 7.615e-06, eta: 0:25:42, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5898, top5_acc: 0.7883, loss_cls: 1.7870, loss: 1.7870, grad_norm: 8.1742 2020-07-28 20:25:50,483 - mmaction - INFO - Epoch [180][1340/3757] lr: 7.615e-06, eta: 0:25:30, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.5687, top5_acc: 0.7734, loss_cls: 1.8949, loss: 1.8949, grad_norm: 8.3740 2020-07-28 20:26:01,958 - mmaction - INFO - Epoch [180][1360/3757] lr: 7.615e-06, eta: 0:25:17, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5766, top5_acc: 0.7688, loss_cls: 1.8803, loss: 1.8803, grad_norm: 8.6908 2020-07-28 20:26:13,404 - mmaction - INFO - Epoch [180][1380/3757] lr: 7.615e-06, eta: 0:25:04, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5711, top5_acc: 0.7922, loss_cls: 1.8084, loss: 1.8084, grad_norm: 8.1170 2020-07-28 20:26:25,022 - mmaction - INFO - Epoch [180][1400/3757] lr: 7.615e-06, eta: 0:24:52, time: 0.581, data_time: 0.020, memory: 5232, top1_acc: 0.5719, top5_acc: 0.7594, loss_cls: 1.9083, loss: 1.9083, grad_norm: 8.2484 2020-07-28 20:26:36,541 - mmaction - INFO - Epoch [180][1420/3757] lr: 7.615e-06, eta: 0:24:39, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5656, top5_acc: 0.7812, loss_cls: 1.8986, loss: 1.8986, grad_norm: 8.1443 2020-07-28 20:26:49,014 - mmaction - INFO - Epoch [180][1440/3757] lr: 7.615e-06, eta: 0:24:26, time: 0.624, data_time: 0.054, memory: 5232, top1_acc: 0.5828, top5_acc: 0.7922, loss_cls: 1.8165, loss: 1.8165, grad_norm: 8.1149 2020-07-28 20:27:00,515 - mmaction - INFO - Epoch [180][1460/3757] lr: 7.615e-06, eta: 0:24:14, time: 0.574, data_time: 0.002, memory: 5232, top1_acc: 0.5672, top5_acc: 0.7750, loss_cls: 1.8922, loss: 1.8922, grad_norm: 8.3885 2020-07-28 20:27:11,954 - mmaction - INFO - Epoch [180][1480/3757] lr: 7.615e-06, eta: 0:24:01, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.5813, top5_acc: 0.7836, loss_cls: 1.8450, loss: 1.8450, grad_norm: 8.4870 2020-07-28 20:27:23,499 - mmaction - INFO - Epoch [180][1500/3757] lr: 7.615e-06, eta: 0:23:48, time: 0.576, data_time: 0.003, memory: 5232, top1_acc: 0.5859, top5_acc: 0.7742, loss_cls: 1.8655, loss: 1.8655, grad_norm: 8.1821 2020-07-28 20:27:34,884 - mmaction - INFO - Epoch [180][1520/3757] lr: 7.615e-06, eta: 0:23:36, time: 0.569, data_time: 0.004, memory: 5232, top1_acc: 0.5617, top5_acc: 0.7805, loss_cls: 1.8388, loss: 1.8388, grad_norm: 8.3626 2020-07-28 20:27:46,339 - mmaction - INFO - Epoch [180][1540/3757] lr: 7.615e-06, eta: 0:23:23, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5469, top5_acc: 0.7727, loss_cls: 1.9069, loss: 1.9069, grad_norm: 8.5680 2020-07-28 20:27:57,834 - mmaction - INFO - Epoch [180][1560/3757] lr: 7.615e-06, eta: 0:23:10, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.5797, top5_acc: 0.7664, loss_cls: 1.8968, loss: 1.8968, grad_norm: 8.2967 2020-07-28 20:28:09,310 - mmaction - INFO - Epoch [180][1580/3757] lr: 7.615e-06, eta: 0:22:58, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5805, top5_acc: 0.7820, loss_cls: 1.8809, loss: 1.8809, grad_norm: 8.4438 2020-07-28 20:28:20,752 - mmaction - INFO - Epoch [180][1600/3757] lr: 7.615e-06, eta: 0:22:45, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5859, top5_acc: 0.7711, loss_cls: 1.8601, loss: 1.8601, grad_norm: 8.4430 2020-07-28 20:28:32,249 - mmaction - INFO - Epoch [180][1620/3757] lr: 7.615e-06, eta: 0:22:32, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5797, top5_acc: 0.7875, loss_cls: 1.7719, loss: 1.7719, grad_norm: 8.2557 2020-07-28 20:28:43,643 - mmaction - INFO - Epoch [180][1640/3757] lr: 7.615e-06, eta: 0:22:20, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5703, top5_acc: 0.7773, loss_cls: 1.8900, loss: 1.8900, grad_norm: 8.5138 2020-07-28 20:28:55,062 - mmaction - INFO - Epoch [180][1660/3757] lr: 7.615e-06, eta: 0:22:07, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5664, top5_acc: 0.7797, loss_cls: 1.8281, loss: 1.8281, grad_norm: 8.2217 2020-07-28 20:29:06,524 - mmaction - INFO - Epoch [180][1680/3757] lr: 7.615e-06, eta: 0:21:54, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5625, top5_acc: 0.7750, loss_cls: 1.8546, loss: 1.8546, grad_norm: 8.1648 2020-07-28 20:29:18,250 - mmaction - INFO - Epoch [180][1700/3757] lr: 7.615e-06, eta: 0:21:42, time: 0.586, data_time: 0.019, memory: 5232, top1_acc: 0.5789, top5_acc: 0.7836, loss_cls: 1.8351, loss: 1.8351, grad_norm: 8.3482 2020-07-28 20:29:29,682 - mmaction - INFO - Epoch [180][1720/3757] lr: 7.615e-06, eta: 0:21:29, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5820, top5_acc: 0.7828, loss_cls: 1.8217, loss: 1.8217, grad_norm: 8.2535 2020-07-28 20:29:41,073 - mmaction - INFO - Epoch [180][1740/3757] lr: 7.615e-06, eta: 0:21:16, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5961, top5_acc: 0.8023, loss_cls: 1.8121, loss: 1.8121, grad_norm: 8.1236 2020-07-28 20:29:52,566 - mmaction - INFO - Epoch [180][1760/3757] lr: 7.615e-06, eta: 0:21:04, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5602, top5_acc: 0.7758, loss_cls: 1.8992, loss: 1.8992, grad_norm: 8.5560 2020-07-28 20:30:04,064 - mmaction - INFO - Epoch [180][1780/3757] lr: 7.615e-06, eta: 0:20:51, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5656, top5_acc: 0.7766, loss_cls: 1.8364, loss: 1.8364, grad_norm: 8.2705 2020-07-28 20:30:15,564 - mmaction - INFO - Epoch [180][1800/3757] lr: 7.615e-06, eta: 0:20:38, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5656, top5_acc: 0.7695, loss_cls: 1.8933, loss: 1.8933, grad_norm: 8.5074 2020-07-28 20:30:27,021 - mmaction - INFO - Epoch [180][1820/3757] lr: 7.615e-06, eta: 0:20:26, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5992, top5_acc: 0.7867, loss_cls: 1.7891, loss: 1.7891, grad_norm: 8.1880 2020-07-28 20:30:38,692 - mmaction - INFO - Epoch [180][1840/3757] lr: 7.615e-06, eta: 0:20:13, time: 0.584, data_time: 0.019, memory: 5232, top1_acc: 0.5477, top5_acc: 0.7617, loss_cls: 1.9475, loss: 1.9475, grad_norm: 8.5453 2020-07-28 20:30:50,129 - mmaction - INFO - Epoch [180][1860/3757] lr: 7.615e-06, eta: 0:20:00, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5844, top5_acc: 0.7852, loss_cls: 1.8234, loss: 1.8234, grad_norm: 8.3010 2020-07-28 20:31:01,429 - mmaction - INFO - Epoch [180][1880/3757] lr: 7.615e-06, eta: 0:19:48, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.5859, top5_acc: 0.7805, loss_cls: 1.8776, loss: 1.8776, grad_norm: 8.1110 2020-07-28 20:31:12,838 - mmaction - INFO - Epoch [180][1900/3757] lr: 7.615e-06, eta: 0:19:35, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5805, top5_acc: 0.7953, loss_cls: 1.7851, loss: 1.7851, grad_norm: 8.2024 2020-07-28 20:31:24,335 - mmaction - INFO - Epoch [180][1920/3757] lr: 7.615e-06, eta: 0:19:22, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5766, top5_acc: 0.7906, loss_cls: 1.7896, loss: 1.7896, grad_norm: 8.4919 2020-07-28 20:31:35,901 - mmaction - INFO - Epoch [180][1940/3757] lr: 7.615e-06, eta: 0:19:10, time: 0.578, data_time: 0.003, memory: 5232, top1_acc: 0.5680, top5_acc: 0.7750, loss_cls: 1.8956, loss: 1.8956, grad_norm: 8.4580 2020-07-28 20:31:47,374 - mmaction - INFO - Epoch [180][1960/3757] lr: 7.615e-06, eta: 0:18:57, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5750, top5_acc: 0.7867, loss_cls: 1.8082, loss: 1.8082, grad_norm: 8.2973 2020-07-28 20:31:58,782 - mmaction - INFO - Epoch [180][1980/3757] lr: 7.615e-06, eta: 0:18:44, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5578, top5_acc: 0.7727, loss_cls: 1.8992, loss: 1.8992, grad_norm: 8.5783 2020-07-28 20:32:10,085 - mmaction - INFO - Epoch [180][2000/3757] lr: 7.615e-06, eta: 0:18:32, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.5938, top5_acc: 0.7781, loss_cls: 1.7999, loss: 1.7999, grad_norm: 8.0887 2020-07-28 20:32:21,872 - mmaction - INFO - Epoch [180][2020/3757] lr: 7.615e-06, eta: 0:18:19, time: 0.590, data_time: 0.026, memory: 5232, top1_acc: 0.5687, top5_acc: 0.8000, loss_cls: 1.8072, loss: 1.8072, grad_norm: 8.3838 2020-07-28 20:32:33,649 - mmaction - INFO - Epoch [180][2040/3757] lr: 7.615e-06, eta: 0:18:06, time: 0.588, data_time: 0.020, memory: 5232, top1_acc: 0.5719, top5_acc: 0.7820, loss_cls: 1.8274, loss: 1.8274, grad_norm: 8.5315 2020-07-28 20:32:45,428 - mmaction - INFO - Epoch [180][2060/3757] lr: 7.615e-06, eta: 0:17:54, time: 0.589, data_time: 0.024, memory: 5232, top1_acc: 0.5609, top5_acc: 0.7688, loss_cls: 1.9279, loss: 1.9279, grad_norm: 8.5876 2020-07-28 20:32:57,145 - mmaction - INFO - Epoch [180][2080/3757] lr: 7.615e-06, eta: 0:17:41, time: 0.586, data_time: 0.016, memory: 5232, top1_acc: 0.5617, top5_acc: 0.7945, loss_cls: 1.8228, loss: 1.8228, grad_norm: 7.8959 2020-07-28 20:33:08,869 - mmaction - INFO - Epoch [180][2100/3757] lr: 7.615e-06, eta: 0:17:28, time: 0.586, data_time: 0.021, memory: 5232, top1_acc: 0.5992, top5_acc: 0.7961, loss_cls: 1.7609, loss: 1.7609, grad_norm: 8.0210 2020-07-28 20:33:20,316 - mmaction - INFO - Epoch [180][2120/3757] lr: 7.615e-06, eta: 0:17:16, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5602, top5_acc: 0.7711, loss_cls: 1.9486, loss: 1.9486, grad_norm: 8.7434 2020-07-28 20:33:31,703 - mmaction - INFO - Epoch [180][2140/3757] lr: 7.615e-06, eta: 0:17:03, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5547, top5_acc: 0.7719, loss_cls: 1.8885, loss: 1.8885, grad_norm: 8.5382 2020-07-28 20:33:43,172 - mmaction - INFO - Epoch [180][2160/3757] lr: 7.615e-06, eta: 0:16:50, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5836, top5_acc: 0.7891, loss_cls: 1.8260, loss: 1.8260, grad_norm: 8.3769 2020-07-28 20:33:54,566 - mmaction - INFO - Epoch [180][2180/3757] lr: 7.615e-06, eta: 0:16:38, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5648, top5_acc: 0.7758, loss_cls: 1.8953, loss: 1.8953, grad_norm: 8.4275 2020-07-28 20:34:05,936 - mmaction - INFO - Epoch [180][2200/3757] lr: 7.615e-06, eta: 0:16:25, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5758, top5_acc: 0.7828, loss_cls: 1.8628, loss: 1.8628, grad_norm: 8.3745 2020-07-28 20:34:17,345 - mmaction - INFO - Epoch [180][2220/3757] lr: 7.615e-06, eta: 0:16:12, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.6023, top5_acc: 0.7797, loss_cls: 1.8002, loss: 1.8002, grad_norm: 8.3047 2020-07-28 20:34:28,697 - mmaction - INFO - Epoch [180][2240/3757] lr: 7.615e-06, eta: 0:16:00, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5750, top5_acc: 0.7844, loss_cls: 1.8497, loss: 1.8497, grad_norm: 8.6010 2020-07-28 20:34:40,046 - mmaction - INFO - Epoch [180][2260/3757] lr: 7.615e-06, eta: 0:15:47, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5992, top5_acc: 0.7914, loss_cls: 1.7365, loss: 1.7365, grad_norm: 8.0155 2020-07-28 20:34:51,490 - mmaction - INFO - Epoch [180][2280/3757] lr: 7.615e-06, eta: 0:15:34, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5648, top5_acc: 0.7734, loss_cls: 1.8684, loss: 1.8684, grad_norm: 8.4938 2020-07-28 20:35:02,994 - mmaction - INFO - Epoch [180][2300/3757] lr: 7.615e-06, eta: 0:15:22, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5844, top5_acc: 0.7891, loss_cls: 1.8369, loss: 1.8369, grad_norm: 8.2511 2020-07-28 20:35:14,452 - mmaction - INFO - Epoch [180][2320/3757] lr: 7.615e-06, eta: 0:15:09, time: 0.573, data_time: 0.004, memory: 5232, top1_acc: 0.5523, top5_acc: 0.7852, loss_cls: 1.8472, loss: 1.8472, grad_norm: 8.4406 2020-07-28 20:35:25,805 - mmaction - INFO - Epoch [180][2340/3757] lr: 7.615e-06, eta: 0:14:56, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5734, top5_acc: 0.7828, loss_cls: 1.8423, loss: 1.8423, grad_norm: 8.4155 2020-07-28 20:35:37,310 - mmaction - INFO - Epoch [180][2360/3757] lr: 7.615e-06, eta: 0:14:44, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5625, top5_acc: 0.7727, loss_cls: 1.9174, loss: 1.9174, grad_norm: 8.2140 2020-07-28 20:35:48,795 - mmaction - INFO - Epoch [180][2380/3757] lr: 7.615e-06, eta: 0:14:31, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5469, top5_acc: 0.7633, loss_cls: 1.9378, loss: 1.9378, grad_norm: 8.6261 2020-07-28 20:36:00,189 - mmaction - INFO - Epoch [180][2400/3757] lr: 7.615e-06, eta: 0:14:19, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5711, top5_acc: 0.7852, loss_cls: 1.8953, loss: 1.8953, grad_norm: 8.3538 2020-07-28 20:36:11,695 - mmaction - INFO - Epoch [180][2420/3757] lr: 7.615e-06, eta: 0:14:06, time: 0.575, data_time: 0.004, memory: 5232, top1_acc: 0.5805, top5_acc: 0.7820, loss_cls: 1.8602, loss: 1.8602, grad_norm: 8.7320 2020-07-28 20:36:23,142 - mmaction - INFO - Epoch [180][2440/3757] lr: 7.615e-06, eta: 0:13:53, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5758, top5_acc: 0.7898, loss_cls: 1.8325, loss: 1.8325, grad_norm: 8.1349 2020-07-28 20:36:34,531 - mmaction - INFO - Epoch [180][2460/3757] lr: 7.615e-06, eta: 0:13:41, time: 0.569, data_time: 0.002, memory: 5232, top1_acc: 0.5789, top5_acc: 0.7820, loss_cls: 1.8258, loss: 1.8258, grad_norm: 8.1380 2020-07-28 20:36:45,956 - mmaction - INFO - Epoch [180][2480/3757] lr: 7.615e-06, eta: 0:13:28, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5633, top5_acc: 0.7883, loss_cls: 1.8744, loss: 1.8744, grad_norm: 8.5125 2020-07-28 20:36:57,284 - mmaction - INFO - Epoch [180][2500/3757] lr: 7.615e-06, eta: 0:13:15, time: 0.567, data_time: 0.002, memory: 5232, top1_acc: 0.5781, top5_acc: 0.7945, loss_cls: 1.8039, loss: 1.8039, grad_norm: 8.5178 2020-07-28 20:37:08,718 - mmaction - INFO - Epoch [180][2520/3757] lr: 7.615e-06, eta: 0:13:03, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5398, top5_acc: 0.7711, loss_cls: 1.9502, loss: 1.9502, grad_norm: 8.4873 2020-07-28 20:37:20,172 - mmaction - INFO - Epoch [180][2540/3757] lr: 7.615e-06, eta: 0:12:50, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5508, top5_acc: 0.8016, loss_cls: 1.8344, loss: 1.8344, grad_norm: 8.5245 2020-07-28 20:37:31,597 - mmaction - INFO - Epoch [180][2560/3757] lr: 7.615e-06, eta: 0:12:37, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5594, top5_acc: 0.7641, loss_cls: 1.9128, loss: 1.9128, grad_norm: 8.5451 2020-07-28 20:37:43,301 - mmaction - INFO - Epoch [180][2580/3757] lr: 7.615e-06, eta: 0:12:25, time: 0.585, data_time: 0.016, memory: 5232, top1_acc: 0.5570, top5_acc: 0.7773, loss_cls: 1.9221, loss: 1.9221, grad_norm: 8.5473 2020-07-28 20:37:54,682 - mmaction - INFO - Epoch [180][2600/3757] lr: 7.615e-06, eta: 0:12:12, time: 0.569, data_time: 0.003, memory: 5232, top1_acc: 0.5750, top5_acc: 0.7750, loss_cls: 1.8866, loss: 1.8866, grad_norm: 8.6030 2020-07-28 20:38:06,186 - mmaction - INFO - Epoch [180][2620/3757] lr: 7.615e-06, eta: 0:11:59, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5508, top5_acc: 0.7711, loss_cls: 1.9127, loss: 1.9127, grad_norm: 8.5219 2020-07-28 20:38:17,601 - mmaction - INFO - Epoch [180][2640/3757] lr: 7.615e-06, eta: 0:11:47, time: 0.570, data_time: 0.003, memory: 5232, top1_acc: 0.5789, top5_acc: 0.7984, loss_cls: 1.7959, loss: 1.7959, grad_norm: 8.0569 2020-07-28 20:38:29,004 - mmaction - INFO - Epoch [180][2660/3757] lr: 7.615e-06, eta: 0:11:34, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5797, top5_acc: 0.7719, loss_cls: 1.8382, loss: 1.8382, grad_norm: 8.1405 2020-07-28 20:38:40,462 - mmaction - INFO - Epoch [180][2680/3757] lr: 7.615e-06, eta: 0:11:21, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5633, top5_acc: 0.7602, loss_cls: 1.9477, loss: 1.9477, grad_norm: 8.4341 2020-07-28 20:38:51,978 - mmaction - INFO - Epoch [180][2700/3757] lr: 7.615e-06, eta: 0:11:09, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5578, top5_acc: 0.7742, loss_cls: 1.8896, loss: 1.8896, grad_norm: 8.6184 2020-07-28 20:39:03,436 - mmaction - INFO - Epoch [180][2720/3757] lr: 7.615e-06, eta: 0:10:56, time: 0.574, data_time: 0.004, memory: 5232, top1_acc: 0.5594, top5_acc: 0.7836, loss_cls: 1.8426, loss: 1.8426, grad_norm: 8.4946 2020-07-28 20:39:14,911 - mmaction - INFO - Epoch [180][2740/3757] lr: 7.615e-06, eta: 0:10:43, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5938, top5_acc: 0.7992, loss_cls: 1.7339, loss: 1.7339, grad_norm: 7.9178 2020-07-28 20:39:26,269 - mmaction - INFO - Epoch [180][2760/3757] lr: 7.615e-06, eta: 0:10:31, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5453, top5_acc: 0.7602, loss_cls: 1.9577, loss: 1.9577, grad_norm: 8.5547 2020-07-28 20:39:37,479 - mmaction - INFO - Epoch [180][2780/3757] lr: 7.615e-06, eta: 0:10:18, time: 0.560, data_time: 0.003, memory: 5232, top1_acc: 0.5617, top5_acc: 0.7656, loss_cls: 1.8899, loss: 1.8899, grad_norm: 8.2328 2020-07-28 20:39:48,611 - mmaction - INFO - Epoch [180][2800/3757] lr: 7.615e-06, eta: 0:10:05, time: 0.557, data_time: 0.003, memory: 5232, top1_acc: 0.5594, top5_acc: 0.7867, loss_cls: 1.8675, loss: 1.8675, grad_norm: 8.6526 2020-07-28 20:39:59,735 - mmaction - INFO - Epoch [180][2820/3757] lr: 7.615e-06, eta: 0:09:53, time: 0.556, data_time: 0.003, memory: 5232, top1_acc: 0.5758, top5_acc: 0.7812, loss_cls: 1.8419, loss: 1.8419, grad_norm: 8.1589 2020-07-28 20:40:10,941 - mmaction - INFO - Epoch [180][2840/3757] lr: 7.615e-06, eta: 0:09:40, time: 0.561, data_time: 0.003, memory: 5232, top1_acc: 0.5852, top5_acc: 0.7961, loss_cls: 1.7874, loss: 1.7874, grad_norm: 8.2422 2020-07-28 20:40:22,125 - mmaction - INFO - Epoch [180][2860/3757] lr: 7.615e-06, eta: 0:09:27, time: 0.559, data_time: 0.003, memory: 5232, top1_acc: 0.5836, top5_acc: 0.7875, loss_cls: 1.8256, loss: 1.8256, grad_norm: 8.0502 2020-07-28 20:40:33,256 - mmaction - INFO - Epoch [180][2880/3757] lr: 7.615e-06, eta: 0:09:15, time: 0.556, data_time: 0.001, memory: 5232, top1_acc: 0.5734, top5_acc: 0.7758, loss_cls: 1.8573, loss: 1.8573, grad_norm: 8.2871 2020-07-28 20:40:44,549 - mmaction - INFO - Epoch [180][2900/3757] lr: 7.615e-06, eta: 0:09:02, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.5859, top5_acc: 0.7828, loss_cls: 1.7804, loss: 1.7804, grad_norm: 8.2214 2020-07-28 20:40:55,730 - mmaction - INFO - Epoch [180][2920/3757] lr: 7.615e-06, eta: 0:08:49, time: 0.559, data_time: 0.003, memory: 5232, top1_acc: 0.6023, top5_acc: 0.7961, loss_cls: 1.8066, loss: 1.8066, grad_norm: 8.0974 2020-07-28 20:41:06,885 - mmaction - INFO - Epoch [180][2940/3757] lr: 7.615e-06, eta: 0:08:37, time: 0.558, data_time: 0.003, memory: 5232, top1_acc: 0.5477, top5_acc: 0.7680, loss_cls: 1.8888, loss: 1.8888, grad_norm: 8.4702 2020-07-28 20:41:18,015 - mmaction - INFO - Epoch [180][2960/3757] lr: 7.615e-06, eta: 0:08:24, time: 0.557, data_time: 0.003, memory: 5232, top1_acc: 0.5742, top5_acc: 0.7836, loss_cls: 1.8155, loss: 1.8155, grad_norm: 8.0943 2020-07-28 20:41:29,232 - mmaction - INFO - Epoch [180][2980/3757] lr: 7.615e-06, eta: 0:08:11, time: 0.561, data_time: 0.003, memory: 5232, top1_acc: 0.5805, top5_acc: 0.7977, loss_cls: 1.7862, loss: 1.7862, grad_norm: 8.1738 2020-07-28 20:41:40,426 - mmaction - INFO - Epoch [180][3000/3757] lr: 7.615e-06, eta: 0:07:59, time: 0.560, data_time: 0.003, memory: 5232, top1_acc: 0.5750, top5_acc: 0.7805, loss_cls: 1.8456, loss: 1.8456, grad_norm: 8.1571 2020-07-28 20:41:51,590 - mmaction - INFO - Epoch [180][3020/3757] lr: 7.615e-06, eta: 0:07:46, time: 0.558, data_time: 0.004, memory: 5232, top1_acc: 0.5727, top5_acc: 0.7789, loss_cls: 1.9091, loss: 1.9091, grad_norm: 8.3473 2020-07-28 20:42:02,859 - mmaction - INFO - Epoch [180][3040/3757] lr: 7.615e-06, eta: 0:07:33, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.5930, top5_acc: 0.7883, loss_cls: 1.8345, loss: 1.8345, grad_norm: 8.0853 2020-07-28 20:42:14,185 - mmaction - INFO - Epoch [180][3060/3757] lr: 7.615e-06, eta: 0:07:21, time: 0.566, data_time: 0.003, memory: 5232, top1_acc: 0.5617, top5_acc: 0.7664, loss_cls: 1.8670, loss: 1.8670, grad_norm: 8.3533 2020-07-28 20:42:25,381 - mmaction - INFO - Epoch [180][3080/3757] lr: 7.615e-06, eta: 0:07:08, time: 0.560, data_time: 0.003, memory: 5232, top1_acc: 0.5539, top5_acc: 0.7695, loss_cls: 1.9670, loss: 1.9670, grad_norm: 8.6725 2020-07-28 20:42:36,629 - mmaction - INFO - Epoch [180][3100/3757] lr: 7.615e-06, eta: 0:06:55, time: 0.562, data_time: 0.004, memory: 5232, top1_acc: 0.5852, top5_acc: 0.7945, loss_cls: 1.7473, loss: 1.7473, grad_norm: 7.9457 2020-07-28 20:42:47,774 - mmaction - INFO - Epoch [180][3120/3757] lr: 7.615e-06, eta: 0:06:43, time: 0.557, data_time: 0.002, memory: 5232, top1_acc: 0.5789, top5_acc: 0.7859, loss_cls: 1.8301, loss: 1.8301, grad_norm: 8.0625 2020-07-28 20:42:58,984 - mmaction - INFO - Epoch [180][3140/3757] lr: 7.615e-06, eta: 0:06:30, time: 0.561, data_time: 0.003, memory: 5232, top1_acc: 0.5813, top5_acc: 0.7906, loss_cls: 1.7694, loss: 1.7694, grad_norm: 7.9898 2020-07-28 20:43:10,408 - mmaction - INFO - Epoch [180][3160/3757] lr: 7.615e-06, eta: 0:06:17, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5727, top5_acc: 0.7711, loss_cls: 1.8680, loss: 1.8680, grad_norm: 8.2046 2020-07-28 20:43:22,720 - mmaction - INFO - Epoch [180][3180/3757] lr: 7.615e-06, eta: 0:06:05, time: 0.616, data_time: 0.030, memory: 5232, top1_acc: 0.5656, top5_acc: 0.7898, loss_cls: 1.8977, loss: 1.8977, grad_norm: 8.2139 2020-07-28 20:43:34,089 - mmaction - INFO - Epoch [180][3200/3757] lr: 7.615e-06, eta: 0:05:52, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5820, top5_acc: 0.7883, loss_cls: 1.8040, loss: 1.8040, grad_norm: 8.1602 2020-07-28 20:43:45,356 - mmaction - INFO - Epoch [180][3220/3757] lr: 7.615e-06, eta: 0:05:39, time: 0.564, data_time: 0.003, memory: 5232, top1_acc: 0.5727, top5_acc: 0.8016, loss_cls: 1.7793, loss: 1.7793, grad_norm: 8.4401 2020-07-28 20:43:56,561 - mmaction - INFO - Epoch [180][3240/3757] lr: 7.615e-06, eta: 0:05:27, time: 0.560, data_time: 0.003, memory: 5232, top1_acc: 0.5797, top5_acc: 0.7883, loss_cls: 1.7912, loss: 1.7912, grad_norm: 8.1952 2020-07-28 20:44:07,648 - mmaction - INFO - Epoch [180][3260/3757] lr: 7.615e-06, eta: 0:05:14, time: 0.554, data_time: 0.003, memory: 5232, top1_acc: 0.5914, top5_acc: 0.7906, loss_cls: 1.7282, loss: 1.7282, grad_norm: 7.6849 2020-07-28 20:44:18,952 - mmaction - INFO - Epoch [180][3280/3757] lr: 7.615e-06, eta: 0:05:01, time: 0.565, data_time: 0.003, memory: 5232, top1_acc: 0.5727, top5_acc: 0.7922, loss_cls: 1.7616, loss: 1.7616, grad_norm: 8.2262 2020-07-28 20:44:30,412 - mmaction - INFO - Epoch [180][3300/3757] lr: 7.615e-06, eta: 0:04:49, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5734, top5_acc: 0.7680, loss_cls: 1.8990, loss: 1.8990, grad_norm: 8.4461 2020-07-28 20:44:41,900 - mmaction - INFO - Epoch [180][3320/3757] lr: 7.615e-06, eta: 0:04:36, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5734, top5_acc: 0.7898, loss_cls: 1.8478, loss: 1.8478, grad_norm: 8.2616 2020-07-28 20:44:53,265 - mmaction - INFO - Epoch [180][3340/3757] lr: 7.615e-06, eta: 0:04:23, time: 0.568, data_time: 0.002, memory: 5232, top1_acc: 0.5695, top5_acc: 0.7742, loss_cls: 1.8854, loss: 1.8854, grad_norm: 8.5012 2020-07-28 20:45:04,793 - mmaction - INFO - Epoch [180][3360/3757] lr: 7.615e-06, eta: 0:04:11, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5758, top5_acc: 0.7727, loss_cls: 1.8431, loss: 1.8431, grad_norm: 8.2611 2020-07-28 20:45:16,469 - mmaction - INFO - Epoch [180][3380/3757] lr: 7.615e-06, eta: 0:03:58, time: 0.585, data_time: 0.020, memory: 5232, top1_acc: 0.5953, top5_acc: 0.7953, loss_cls: 1.7838, loss: 1.7838, grad_norm: 8.1533 2020-07-28 20:45:27,947 - mmaction - INFO - Epoch [180][3400/3757] lr: 7.615e-06, eta: 0:03:45, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5656, top5_acc: 0.7719, loss_cls: 1.9012, loss: 1.9012, grad_norm: 8.4392 2020-07-28 20:45:39,517 - mmaction - INFO - Epoch [180][3420/3757] lr: 7.615e-06, eta: 0:03:33, time: 0.579, data_time: 0.009, memory: 5232, top1_acc: 0.5844, top5_acc: 0.8063, loss_cls: 1.7684, loss: 1.7684, grad_norm: 8.1723 2020-07-28 20:45:50,946 - mmaction - INFO - Epoch [180][3440/3757] lr: 7.615e-06, eta: 0:03:20, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5789, top5_acc: 0.7766, loss_cls: 1.8115, loss: 1.8115, grad_norm: 8.1488 2020-07-28 20:46:02,298 - mmaction - INFO - Epoch [180][3460/3757] lr: 7.615e-06, eta: 0:03:07, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5719, top5_acc: 0.7812, loss_cls: 1.8559, loss: 1.8559, grad_norm: 8.4945 2020-07-28 20:46:13,743 - mmaction - INFO - Epoch [180][3480/3757] lr: 7.615e-06, eta: 0:02:55, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5625, top5_acc: 0.7797, loss_cls: 1.8363, loss: 1.8363, grad_norm: 8.2914 2020-07-28 20:46:25,172 - mmaction - INFO - Epoch [180][3500/3757] lr: 7.615e-06, eta: 0:02:42, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5602, top5_acc: 0.7969, loss_cls: 1.8367, loss: 1.8367, grad_norm: 8.4354 2020-07-28 20:46:36,658 - mmaction - INFO - Epoch [180][3520/3757] lr: 7.615e-06, eta: 0:02:29, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5773, top5_acc: 0.7953, loss_cls: 1.7800, loss: 1.7800, grad_norm: 8.2801 2020-07-28 20:46:48,159 - mmaction - INFO - Epoch [180][3540/3757] lr: 7.615e-06, eta: 0:02:17, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5383, top5_acc: 0.7609, loss_cls: 2.0011, loss: 2.0011, grad_norm: 8.5720 2020-07-28 20:46:59,583 - mmaction - INFO - Epoch [180][3560/3757] lr: 7.615e-06, eta: 0:02:04, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5828, top5_acc: 0.7930, loss_cls: 1.8110, loss: 1.8110, grad_norm: 8.0326 2020-07-28 20:47:11,009 - mmaction - INFO - Epoch [180][3580/3757] lr: 7.615e-06, eta: 0:01:52, time: 0.572, data_time: 0.003, memory: 5232, top1_acc: 0.5742, top5_acc: 0.7758, loss_cls: 1.8655, loss: 1.8655, grad_norm: 8.0073 2020-07-28 20:47:22,526 - mmaction - INFO - Epoch [180][3600/3757] lr: 7.615e-06, eta: 0:01:39, time: 0.575, data_time: 0.003, memory: 5232, top1_acc: 0.5797, top5_acc: 0.7758, loss_cls: 1.8200, loss: 1.8200, grad_norm: 8.2487 2020-07-28 20:47:33,930 - mmaction - INFO - Epoch [180][3620/3757] lr: 7.615e-06, eta: 0:01:26, time: 0.571, data_time: 0.003, memory: 5232, top1_acc: 0.5758, top5_acc: 0.7836, loss_cls: 1.8510, loss: 1.8510, grad_norm: 8.5330 2020-07-28 20:47:45,309 - mmaction - INFO - Epoch [180][3640/3757] lr: 7.615e-06, eta: 0:01:14, time: 0.568, data_time: 0.003, memory: 5232, top1_acc: 0.5609, top5_acc: 0.7844, loss_cls: 1.8814, loss: 1.8814, grad_norm: 8.6388 2020-07-28 20:47:56,774 - mmaction - INFO - Epoch [180][3660/3757] lr: 7.615e-06, eta: 0:01:01, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5633, top5_acc: 0.7805, loss_cls: 1.8777, loss: 1.8777, grad_norm: 8.2579 2020-07-28 20:48:08,180 - mmaction - INFO - Epoch [180][3680/3757] lr: 7.615e-06, eta: 0:00:48, time: 0.570, data_time: 0.002, memory: 5232, top1_acc: 0.5734, top5_acc: 0.7828, loss_cls: 1.7964, loss: 1.7964, grad_norm: 8.2536 2020-07-28 20:48:19,664 - mmaction - INFO - Epoch [180][3700/3757] lr: 7.615e-06, eta: 0:00:36, time: 0.574, data_time: 0.003, memory: 5232, top1_acc: 0.5555, top5_acc: 0.7727, loss_cls: 1.9284, loss: 1.9284, grad_norm: 8.6710 2020-07-28 20:48:31,119 - mmaction - INFO - Epoch [180][3720/3757] lr: 7.615e-06, eta: 0:00:23, time: 0.573, data_time: 0.003, memory: 5232, top1_acc: 0.5695, top5_acc: 0.7789, loss_cls: 1.8730, loss: 1.8730, grad_norm: 8.2067 2020-07-28 20:48:42,689 - mmaction - INFO - Epoch [180][3740/3757] lr: 7.615e-06, eta: 0:00:10, time: 0.578, data_time: 0.013, memory: 5232, top1_acc: 0.5484, top5_acc: 0.7758, loss_cls: 1.9272, loss: 1.9272, grad_norm: 8.6624 2020-07-28 20:49:14,066 - mmaction - INFO - Saving checkpoint at 180 epochs